diff --git a/samples/torchvision/deeplabv3_mobilenet_v3_large/graph_hash.txt b/samples/torchvision/deeplabv3_mobilenet_v3_large/graph_hash.txt new file mode 100644 index 000000000..c2007066d --- /dev/null +++ b/samples/torchvision/deeplabv3_mobilenet_v3_large/graph_hash.txt @@ -0,0 +1 @@ +3ad471f7c76589a392331399d98318e4d677ea0aaeaff91a42754f3fc961a670 \ No newline at end of file diff --git a/samples/torchvision/deeplabv3_mobilenet_v3_large/graph_net.json b/samples/torchvision/deeplabv3_mobilenet_v3_large/graph_net.json new file mode 100644 index 000000000..1373fe3b5 --- /dev/null +++ b/samples/torchvision/deeplabv3_mobilenet_v3_large/graph_net.json @@ -0,0 +1,5 @@ +{ + "framework": "torch", + "num_devices_required": 1, + "num_nodes_required": 1 +} \ No newline at end of file diff --git a/samples/torchvision/deeplabv3_mobilenet_v3_large/input_meta.py b/samples/torchvision/deeplabv3_mobilenet_v3_large/input_meta.py new file mode 100644 index 000000000..e69de29bb diff --git a/samples/torchvision/deeplabv3_mobilenet_v3_large/input_tensor_constraints.py b/samples/torchvision/deeplabv3_mobilenet_v3_large/input_tensor_constraints.py new file mode 100644 index 000000000..e69de29bb diff --git a/samples/torchvision/deeplabv3_mobilenet_v3_large/model.py b/samples/torchvision/deeplabv3_mobilenet_v3_large/model.py new file mode 100644 index 000000000..41bef9ce1 --- /dev/null +++ b/samples/torchvision/deeplabv3_mobilenet_v3_large/model.py @@ -0,0 +1,2228 @@ +import torch + + +class GraphModule(torch.nn.Module): + def forward( + self, + L_x_: torch.Tensor, + L_self_modules_backbone_modules_0_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_0_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_backbone_modules_0_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_backbone_modules_0_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_0_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_1_modules_block_modules_0_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_1_modules_block_modules_0_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_backbone_modules_1_modules_block_modules_0_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_backbone_modules_1_modules_block_modules_0_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_1_modules_block_modules_0_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_1_modules_block_modules_1_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_1_modules_block_modules_1_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_backbone_modules_1_modules_block_modules_1_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_backbone_modules_1_modules_block_modules_1_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_1_modules_block_modules_1_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_2_modules_block_modules_0_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_2_modules_block_modules_0_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_backbone_modules_2_modules_block_modules_0_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_backbone_modules_2_modules_block_modules_0_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_2_modules_block_modules_0_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_2_modules_block_modules_1_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_2_modules_block_modules_1_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_backbone_modules_2_modules_block_modules_1_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_backbone_modules_2_modules_block_modules_1_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_2_modules_block_modules_1_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_2_modules_block_modules_2_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_2_modules_block_modules_2_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_backbone_modules_2_modules_block_modules_2_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_backbone_modules_2_modules_block_modules_2_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_2_modules_block_modules_2_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_3_modules_block_modules_0_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_3_modules_block_modules_0_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_backbone_modules_3_modules_block_modules_0_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_backbone_modules_3_modules_block_modules_0_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_3_modules_block_modules_0_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_3_modules_block_modules_1_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_3_modules_block_modules_1_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_backbone_modules_3_modules_block_modules_1_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_backbone_modules_3_modules_block_modules_1_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_3_modules_block_modules_1_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_3_modules_block_modules_2_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_3_modules_block_modules_2_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_backbone_modules_3_modules_block_modules_2_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_backbone_modules_3_modules_block_modules_2_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_3_modules_block_modules_2_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_4_modules_block_modules_0_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_4_modules_block_modules_0_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_backbone_modules_4_modules_block_modules_0_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_backbone_modules_4_modules_block_modules_0_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_4_modules_block_modules_0_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_4_modules_block_modules_1_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_4_modules_block_modules_1_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_backbone_modules_4_modules_block_modules_1_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_backbone_modules_4_modules_block_modules_1_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_4_modules_block_modules_1_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_4_modules_block_modules_2_modules_fc1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_4_modules_block_modules_2_modules_fc1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_4_modules_block_modules_2_modules_fc2_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_4_modules_block_modules_2_modules_fc2_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_4_modules_block_modules_3_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_4_modules_block_modules_3_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_backbone_modules_4_modules_block_modules_3_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_backbone_modules_4_modules_block_modules_3_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_4_modules_block_modules_3_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_5_modules_block_modules_0_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_5_modules_block_modules_0_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_backbone_modules_5_modules_block_modules_0_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_backbone_modules_5_modules_block_modules_0_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_5_modules_block_modules_0_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_5_modules_block_modules_1_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_5_modules_block_modules_1_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_backbone_modules_5_modules_block_modules_1_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_backbone_modules_5_modules_block_modules_1_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_5_modules_block_modules_1_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_5_modules_block_modules_2_modules_fc1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_5_modules_block_modules_2_modules_fc1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_5_modules_block_modules_2_modules_fc2_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_5_modules_block_modules_2_modules_fc2_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_5_modules_block_modules_3_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_5_modules_block_modules_3_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_backbone_modules_5_modules_block_modules_3_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_backbone_modules_5_modules_block_modules_3_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_5_modules_block_modules_3_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_6_modules_block_modules_0_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_6_modules_block_modules_0_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_backbone_modules_6_modules_block_modules_0_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_backbone_modules_6_modules_block_modules_0_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_6_modules_block_modules_0_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_6_modules_block_modules_1_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_6_modules_block_modules_1_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_backbone_modules_6_modules_block_modules_1_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_backbone_modules_6_modules_block_modules_1_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_6_modules_block_modules_1_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_6_modules_block_modules_2_modules_fc1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_6_modules_block_modules_2_modules_fc1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_6_modules_block_modules_2_modules_fc2_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_6_modules_block_modules_2_modules_fc2_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_6_modules_block_modules_3_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_6_modules_block_modules_3_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_backbone_modules_6_modules_block_modules_3_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_backbone_modules_6_modules_block_modules_3_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_6_modules_block_modules_3_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_7_modules_block_modules_0_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_7_modules_block_modules_0_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_backbone_modules_7_modules_block_modules_0_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_backbone_modules_7_modules_block_modules_0_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_7_modules_block_modules_0_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_7_modules_block_modules_1_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_7_modules_block_modules_1_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_backbone_modules_7_modules_block_modules_1_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_backbone_modules_7_modules_block_modules_1_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_7_modules_block_modules_1_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_7_modules_block_modules_2_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_7_modules_block_modules_2_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_backbone_modules_7_modules_block_modules_2_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_backbone_modules_7_modules_block_modules_2_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_7_modules_block_modules_2_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_8_modules_block_modules_0_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_8_modules_block_modules_0_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_backbone_modules_8_modules_block_modules_0_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_backbone_modules_8_modules_block_modules_0_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_8_modules_block_modules_0_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_8_modules_block_modules_1_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_8_modules_block_modules_1_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_backbone_modules_8_modules_block_modules_1_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_backbone_modules_8_modules_block_modules_1_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_8_modules_block_modules_1_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_8_modules_block_modules_2_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_8_modules_block_modules_2_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_backbone_modules_8_modules_block_modules_2_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_backbone_modules_8_modules_block_modules_2_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_8_modules_block_modules_2_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_9_modules_block_modules_0_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_9_modules_block_modules_0_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_backbone_modules_9_modules_block_modules_0_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_backbone_modules_9_modules_block_modules_0_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_9_modules_block_modules_0_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_9_modules_block_modules_1_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_9_modules_block_modules_1_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_backbone_modules_9_modules_block_modules_1_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_backbone_modules_9_modules_block_modules_1_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_9_modules_block_modules_1_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_9_modules_block_modules_2_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_9_modules_block_modules_2_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_backbone_modules_9_modules_block_modules_2_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_backbone_modules_9_modules_block_modules_2_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_9_modules_block_modules_2_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_10_modules_block_modules_0_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_10_modules_block_modules_0_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_backbone_modules_10_modules_block_modules_0_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_backbone_modules_10_modules_block_modules_0_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_10_modules_block_modules_0_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_10_modules_block_modules_1_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_10_modules_block_modules_1_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_backbone_modules_10_modules_block_modules_1_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_backbone_modules_10_modules_block_modules_1_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_10_modules_block_modules_1_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_10_modules_block_modules_2_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_10_modules_block_modules_2_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_backbone_modules_10_modules_block_modules_2_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_backbone_modules_10_modules_block_modules_2_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_10_modules_block_modules_2_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_11_modules_block_modules_0_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_11_modules_block_modules_0_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_backbone_modules_11_modules_block_modules_0_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_backbone_modules_11_modules_block_modules_0_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_11_modules_block_modules_0_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_11_modules_block_modules_1_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_11_modules_block_modules_1_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_backbone_modules_11_modules_block_modules_1_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_backbone_modules_11_modules_block_modules_1_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_11_modules_block_modules_1_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_11_modules_block_modules_2_modules_fc1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_11_modules_block_modules_2_modules_fc1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_11_modules_block_modules_2_modules_fc2_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_11_modules_block_modules_2_modules_fc2_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_11_modules_block_modules_3_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_11_modules_block_modules_3_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_backbone_modules_11_modules_block_modules_3_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_backbone_modules_11_modules_block_modules_3_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_11_modules_block_modules_3_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_12_modules_block_modules_0_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_12_modules_block_modules_0_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_backbone_modules_12_modules_block_modules_0_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_backbone_modules_12_modules_block_modules_0_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_12_modules_block_modules_0_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_12_modules_block_modules_1_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_12_modules_block_modules_1_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_backbone_modules_12_modules_block_modules_1_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_backbone_modules_12_modules_block_modules_1_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_12_modules_block_modules_1_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_12_modules_block_modules_2_modules_fc1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_12_modules_block_modules_2_modules_fc1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_12_modules_block_modules_2_modules_fc2_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_12_modules_block_modules_2_modules_fc2_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_12_modules_block_modules_3_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_12_modules_block_modules_3_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_backbone_modules_12_modules_block_modules_3_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_backbone_modules_12_modules_block_modules_3_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_12_modules_block_modules_3_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_13_modules_block_modules_0_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_13_modules_block_modules_0_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_backbone_modules_13_modules_block_modules_0_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_backbone_modules_13_modules_block_modules_0_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_13_modules_block_modules_0_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_13_modules_block_modules_1_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_13_modules_block_modules_1_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_backbone_modules_13_modules_block_modules_1_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_backbone_modules_13_modules_block_modules_1_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_13_modules_block_modules_1_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_13_modules_block_modules_2_modules_fc1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_13_modules_block_modules_2_modules_fc1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_13_modules_block_modules_2_modules_fc2_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_13_modules_block_modules_2_modules_fc2_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_13_modules_block_modules_3_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_13_modules_block_modules_3_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_backbone_modules_13_modules_block_modules_3_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_backbone_modules_13_modules_block_modules_3_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_13_modules_block_modules_3_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_14_modules_block_modules_0_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_14_modules_block_modules_0_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_backbone_modules_14_modules_block_modules_0_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_backbone_modules_14_modules_block_modules_0_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_14_modules_block_modules_0_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_14_modules_block_modules_1_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_14_modules_block_modules_1_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_backbone_modules_14_modules_block_modules_1_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_backbone_modules_14_modules_block_modules_1_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_14_modules_block_modules_1_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_14_modules_block_modules_2_modules_fc1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_14_modules_block_modules_2_modules_fc1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_14_modules_block_modules_2_modules_fc2_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_14_modules_block_modules_2_modules_fc2_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_14_modules_block_modules_3_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_14_modules_block_modules_3_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_backbone_modules_14_modules_block_modules_3_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_backbone_modules_14_modules_block_modules_3_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_14_modules_block_modules_3_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_15_modules_block_modules_0_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_15_modules_block_modules_0_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_backbone_modules_15_modules_block_modules_0_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_backbone_modules_15_modules_block_modules_0_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_15_modules_block_modules_0_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_15_modules_block_modules_1_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_15_modules_block_modules_1_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_backbone_modules_15_modules_block_modules_1_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_backbone_modules_15_modules_block_modules_1_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_15_modules_block_modules_1_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_15_modules_block_modules_2_modules_fc1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_15_modules_block_modules_2_modules_fc1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_15_modules_block_modules_2_modules_fc2_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_15_modules_block_modules_2_modules_fc2_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_15_modules_block_modules_3_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_15_modules_block_modules_3_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_backbone_modules_15_modules_block_modules_3_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_backbone_modules_15_modules_block_modules_3_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_15_modules_block_modules_3_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_16_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_16_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_backbone_modules_16_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_backbone_modules_16_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_16_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_classifier_modules_0_modules_convs_modules_0_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_classifier_modules_0_modules_convs_modules_0_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_classifier_modules_0_modules_convs_modules_0_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_classifier_modules_0_modules_convs_modules_0_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_classifier_modules_0_modules_convs_modules_0_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_classifier_modules_0_modules_convs_modules_1_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_classifier_modules_0_modules_convs_modules_1_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_classifier_modules_0_modules_convs_modules_1_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_classifier_modules_0_modules_convs_modules_1_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_classifier_modules_0_modules_convs_modules_1_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_classifier_modules_0_modules_convs_modules_2_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_classifier_modules_0_modules_convs_modules_2_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_classifier_modules_0_modules_convs_modules_2_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_classifier_modules_0_modules_convs_modules_2_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_classifier_modules_0_modules_convs_modules_2_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_classifier_modules_0_modules_convs_modules_3_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_classifier_modules_0_modules_convs_modules_3_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_classifier_modules_0_modules_convs_modules_3_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_classifier_modules_0_modules_convs_modules_3_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_classifier_modules_0_modules_convs_modules_3_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_classifier_modules_0_modules_convs_modules_4_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_classifier_modules_0_modules_convs_modules_4_modules_2_buffers_running_mean_: torch.Tensor, + L_self_modules_classifier_modules_0_modules_convs_modules_4_modules_2_buffers_running_var_: torch.Tensor, + L_self_modules_classifier_modules_0_modules_convs_modules_4_modules_2_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_classifier_modules_0_modules_convs_modules_4_modules_2_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_classifier_modules_0_modules_project_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_classifier_modules_0_modules_project_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_classifier_modules_0_modules_project_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_classifier_modules_0_modules_project_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_classifier_modules_0_modules_project_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_classifier_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_classifier_modules_2_buffers_running_mean_: torch.Tensor, + L_self_modules_classifier_modules_2_buffers_running_var_: torch.Tensor, + L_self_modules_classifier_modules_2_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_classifier_modules_2_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_classifier_modules_4_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_classifier_modules_4_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_aux_classifier_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_aux_classifier_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_aux_classifier_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_aux_classifier_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_aux_classifier_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_aux_classifier_modules_4_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_aux_classifier_modules_4_parameters_bias_: torch.nn.parameter.Parameter, + ): + l_x_ = L_x_ + l_self_modules_backbone_modules_0_modules_0_parameters_weight_ = ( + L_self_modules_backbone_modules_0_modules_0_parameters_weight_ + ) + l_self_modules_backbone_modules_0_modules_1_buffers_running_mean_ = ( + L_self_modules_backbone_modules_0_modules_1_buffers_running_mean_ + ) + l_self_modules_backbone_modules_0_modules_1_buffers_running_var_ = ( + L_self_modules_backbone_modules_0_modules_1_buffers_running_var_ + ) + l_self_modules_backbone_modules_0_modules_1_parameters_weight_ = ( + L_self_modules_backbone_modules_0_modules_1_parameters_weight_ + ) + l_self_modules_backbone_modules_0_modules_1_parameters_bias_ = ( + L_self_modules_backbone_modules_0_modules_1_parameters_bias_ + ) + l_self_modules_backbone_modules_1_modules_block_modules_0_modules_0_parameters_weight_ = L_self_modules_backbone_modules_1_modules_block_modules_0_modules_0_parameters_weight_ + l_self_modules_backbone_modules_1_modules_block_modules_0_modules_1_buffers_running_mean_ = L_self_modules_backbone_modules_1_modules_block_modules_0_modules_1_buffers_running_mean_ + l_self_modules_backbone_modules_1_modules_block_modules_0_modules_1_buffers_running_var_ = L_self_modules_backbone_modules_1_modules_block_modules_0_modules_1_buffers_running_var_ + l_self_modules_backbone_modules_1_modules_block_modules_0_modules_1_parameters_weight_ = L_self_modules_backbone_modules_1_modules_block_modules_0_modules_1_parameters_weight_ + l_self_modules_backbone_modules_1_modules_block_modules_0_modules_1_parameters_bias_ = L_self_modules_backbone_modules_1_modules_block_modules_0_modules_1_parameters_bias_ + l_self_modules_backbone_modules_1_modules_block_modules_1_modules_0_parameters_weight_ = L_self_modules_backbone_modules_1_modules_block_modules_1_modules_0_parameters_weight_ + l_self_modules_backbone_modules_1_modules_block_modules_1_modules_1_buffers_running_mean_ = L_self_modules_backbone_modules_1_modules_block_modules_1_modules_1_buffers_running_mean_ + l_self_modules_backbone_modules_1_modules_block_modules_1_modules_1_buffers_running_var_ = L_self_modules_backbone_modules_1_modules_block_modules_1_modules_1_buffers_running_var_ + l_self_modules_backbone_modules_1_modules_block_modules_1_modules_1_parameters_weight_ = L_self_modules_backbone_modules_1_modules_block_modules_1_modules_1_parameters_weight_ + l_self_modules_backbone_modules_1_modules_block_modules_1_modules_1_parameters_bias_ = L_self_modules_backbone_modules_1_modules_block_modules_1_modules_1_parameters_bias_ + l_self_modules_backbone_modules_2_modules_block_modules_0_modules_0_parameters_weight_ = L_self_modules_backbone_modules_2_modules_block_modules_0_modules_0_parameters_weight_ + l_self_modules_backbone_modules_2_modules_block_modules_0_modules_1_buffers_running_mean_ = L_self_modules_backbone_modules_2_modules_block_modules_0_modules_1_buffers_running_mean_ + l_self_modules_backbone_modules_2_modules_block_modules_0_modules_1_buffers_running_var_ = L_self_modules_backbone_modules_2_modules_block_modules_0_modules_1_buffers_running_var_ + l_self_modules_backbone_modules_2_modules_block_modules_0_modules_1_parameters_weight_ = L_self_modules_backbone_modules_2_modules_block_modules_0_modules_1_parameters_weight_ + l_self_modules_backbone_modules_2_modules_block_modules_0_modules_1_parameters_bias_ = L_self_modules_backbone_modules_2_modules_block_modules_0_modules_1_parameters_bias_ + l_self_modules_backbone_modules_2_modules_block_modules_1_modules_0_parameters_weight_ = L_self_modules_backbone_modules_2_modules_block_modules_1_modules_0_parameters_weight_ + l_self_modules_backbone_modules_2_modules_block_modules_1_modules_1_buffers_running_mean_ = L_self_modules_backbone_modules_2_modules_block_modules_1_modules_1_buffers_running_mean_ + l_self_modules_backbone_modules_2_modules_block_modules_1_modules_1_buffers_running_var_ = L_self_modules_backbone_modules_2_modules_block_modules_1_modules_1_buffers_running_var_ + l_self_modules_backbone_modules_2_modules_block_modules_1_modules_1_parameters_weight_ = L_self_modules_backbone_modules_2_modules_block_modules_1_modules_1_parameters_weight_ + l_self_modules_backbone_modules_2_modules_block_modules_1_modules_1_parameters_bias_ = L_self_modules_backbone_modules_2_modules_block_modules_1_modules_1_parameters_bias_ + l_self_modules_backbone_modules_2_modules_block_modules_2_modules_0_parameters_weight_ = L_self_modules_backbone_modules_2_modules_block_modules_2_modules_0_parameters_weight_ + l_self_modules_backbone_modules_2_modules_block_modules_2_modules_1_buffers_running_mean_ = L_self_modules_backbone_modules_2_modules_block_modules_2_modules_1_buffers_running_mean_ + l_self_modules_backbone_modules_2_modules_block_modules_2_modules_1_buffers_running_var_ = L_self_modules_backbone_modules_2_modules_block_modules_2_modules_1_buffers_running_var_ + l_self_modules_backbone_modules_2_modules_block_modules_2_modules_1_parameters_weight_ = L_self_modules_backbone_modules_2_modules_block_modules_2_modules_1_parameters_weight_ + l_self_modules_backbone_modules_2_modules_block_modules_2_modules_1_parameters_bias_ = L_self_modules_backbone_modules_2_modules_block_modules_2_modules_1_parameters_bias_ + l_self_modules_backbone_modules_3_modules_block_modules_0_modules_0_parameters_weight_ = L_self_modules_backbone_modules_3_modules_block_modules_0_modules_0_parameters_weight_ + l_self_modules_backbone_modules_3_modules_block_modules_0_modules_1_buffers_running_mean_ = L_self_modules_backbone_modules_3_modules_block_modules_0_modules_1_buffers_running_mean_ + l_self_modules_backbone_modules_3_modules_block_modules_0_modules_1_buffers_running_var_ = L_self_modules_backbone_modules_3_modules_block_modules_0_modules_1_buffers_running_var_ + l_self_modules_backbone_modules_3_modules_block_modules_0_modules_1_parameters_weight_ = L_self_modules_backbone_modules_3_modules_block_modules_0_modules_1_parameters_weight_ + l_self_modules_backbone_modules_3_modules_block_modules_0_modules_1_parameters_bias_ = L_self_modules_backbone_modules_3_modules_block_modules_0_modules_1_parameters_bias_ + l_self_modules_backbone_modules_3_modules_block_modules_1_modules_0_parameters_weight_ = L_self_modules_backbone_modules_3_modules_block_modules_1_modules_0_parameters_weight_ + l_self_modules_backbone_modules_3_modules_block_modules_1_modules_1_buffers_running_mean_ = L_self_modules_backbone_modules_3_modules_block_modules_1_modules_1_buffers_running_mean_ + l_self_modules_backbone_modules_3_modules_block_modules_1_modules_1_buffers_running_var_ = L_self_modules_backbone_modules_3_modules_block_modules_1_modules_1_buffers_running_var_ + l_self_modules_backbone_modules_3_modules_block_modules_1_modules_1_parameters_weight_ = L_self_modules_backbone_modules_3_modules_block_modules_1_modules_1_parameters_weight_ + l_self_modules_backbone_modules_3_modules_block_modules_1_modules_1_parameters_bias_ = L_self_modules_backbone_modules_3_modules_block_modules_1_modules_1_parameters_bias_ + l_self_modules_backbone_modules_3_modules_block_modules_2_modules_0_parameters_weight_ = L_self_modules_backbone_modules_3_modules_block_modules_2_modules_0_parameters_weight_ + l_self_modules_backbone_modules_3_modules_block_modules_2_modules_1_buffers_running_mean_ = L_self_modules_backbone_modules_3_modules_block_modules_2_modules_1_buffers_running_mean_ + l_self_modules_backbone_modules_3_modules_block_modules_2_modules_1_buffers_running_var_ = L_self_modules_backbone_modules_3_modules_block_modules_2_modules_1_buffers_running_var_ + l_self_modules_backbone_modules_3_modules_block_modules_2_modules_1_parameters_weight_ = L_self_modules_backbone_modules_3_modules_block_modules_2_modules_1_parameters_weight_ + l_self_modules_backbone_modules_3_modules_block_modules_2_modules_1_parameters_bias_ = L_self_modules_backbone_modules_3_modules_block_modules_2_modules_1_parameters_bias_ + l_self_modules_backbone_modules_4_modules_block_modules_0_modules_0_parameters_weight_ = L_self_modules_backbone_modules_4_modules_block_modules_0_modules_0_parameters_weight_ + l_self_modules_backbone_modules_4_modules_block_modules_0_modules_1_buffers_running_mean_ = L_self_modules_backbone_modules_4_modules_block_modules_0_modules_1_buffers_running_mean_ + l_self_modules_backbone_modules_4_modules_block_modules_0_modules_1_buffers_running_var_ = L_self_modules_backbone_modules_4_modules_block_modules_0_modules_1_buffers_running_var_ + l_self_modules_backbone_modules_4_modules_block_modules_0_modules_1_parameters_weight_ = L_self_modules_backbone_modules_4_modules_block_modules_0_modules_1_parameters_weight_ + l_self_modules_backbone_modules_4_modules_block_modules_0_modules_1_parameters_bias_ = L_self_modules_backbone_modules_4_modules_block_modules_0_modules_1_parameters_bias_ + l_self_modules_backbone_modules_4_modules_block_modules_1_modules_0_parameters_weight_ = L_self_modules_backbone_modules_4_modules_block_modules_1_modules_0_parameters_weight_ + l_self_modules_backbone_modules_4_modules_block_modules_1_modules_1_buffers_running_mean_ = L_self_modules_backbone_modules_4_modules_block_modules_1_modules_1_buffers_running_mean_ + l_self_modules_backbone_modules_4_modules_block_modules_1_modules_1_buffers_running_var_ = L_self_modules_backbone_modules_4_modules_block_modules_1_modules_1_buffers_running_var_ + l_self_modules_backbone_modules_4_modules_block_modules_1_modules_1_parameters_weight_ = L_self_modules_backbone_modules_4_modules_block_modules_1_modules_1_parameters_weight_ + l_self_modules_backbone_modules_4_modules_block_modules_1_modules_1_parameters_bias_ = L_self_modules_backbone_modules_4_modules_block_modules_1_modules_1_parameters_bias_ + l_self_modules_backbone_modules_4_modules_block_modules_2_modules_fc1_parameters_weight_ = L_self_modules_backbone_modules_4_modules_block_modules_2_modules_fc1_parameters_weight_ + l_self_modules_backbone_modules_4_modules_block_modules_2_modules_fc1_parameters_bias_ = L_self_modules_backbone_modules_4_modules_block_modules_2_modules_fc1_parameters_bias_ + l_self_modules_backbone_modules_4_modules_block_modules_2_modules_fc2_parameters_weight_ = L_self_modules_backbone_modules_4_modules_block_modules_2_modules_fc2_parameters_weight_ + l_self_modules_backbone_modules_4_modules_block_modules_2_modules_fc2_parameters_bias_ = L_self_modules_backbone_modules_4_modules_block_modules_2_modules_fc2_parameters_bias_ + l_self_modules_backbone_modules_4_modules_block_modules_3_modules_0_parameters_weight_ = L_self_modules_backbone_modules_4_modules_block_modules_3_modules_0_parameters_weight_ + l_self_modules_backbone_modules_4_modules_block_modules_3_modules_1_buffers_running_mean_ = L_self_modules_backbone_modules_4_modules_block_modules_3_modules_1_buffers_running_mean_ + l_self_modules_backbone_modules_4_modules_block_modules_3_modules_1_buffers_running_var_ = L_self_modules_backbone_modules_4_modules_block_modules_3_modules_1_buffers_running_var_ + l_self_modules_backbone_modules_4_modules_block_modules_3_modules_1_parameters_weight_ = L_self_modules_backbone_modules_4_modules_block_modules_3_modules_1_parameters_weight_ + l_self_modules_backbone_modules_4_modules_block_modules_3_modules_1_parameters_bias_ = L_self_modules_backbone_modules_4_modules_block_modules_3_modules_1_parameters_bias_ + l_self_modules_backbone_modules_5_modules_block_modules_0_modules_0_parameters_weight_ = L_self_modules_backbone_modules_5_modules_block_modules_0_modules_0_parameters_weight_ + l_self_modules_backbone_modules_5_modules_block_modules_0_modules_1_buffers_running_mean_ = L_self_modules_backbone_modules_5_modules_block_modules_0_modules_1_buffers_running_mean_ + l_self_modules_backbone_modules_5_modules_block_modules_0_modules_1_buffers_running_var_ = L_self_modules_backbone_modules_5_modules_block_modules_0_modules_1_buffers_running_var_ + l_self_modules_backbone_modules_5_modules_block_modules_0_modules_1_parameters_weight_ = L_self_modules_backbone_modules_5_modules_block_modules_0_modules_1_parameters_weight_ + l_self_modules_backbone_modules_5_modules_block_modules_0_modules_1_parameters_bias_ = L_self_modules_backbone_modules_5_modules_block_modules_0_modules_1_parameters_bias_ + l_self_modules_backbone_modules_5_modules_block_modules_1_modules_0_parameters_weight_ = L_self_modules_backbone_modules_5_modules_block_modules_1_modules_0_parameters_weight_ + l_self_modules_backbone_modules_5_modules_block_modules_1_modules_1_buffers_running_mean_ = L_self_modules_backbone_modules_5_modules_block_modules_1_modules_1_buffers_running_mean_ + l_self_modules_backbone_modules_5_modules_block_modules_1_modules_1_buffers_running_var_ = L_self_modules_backbone_modules_5_modules_block_modules_1_modules_1_buffers_running_var_ + l_self_modules_backbone_modules_5_modules_block_modules_1_modules_1_parameters_weight_ = L_self_modules_backbone_modules_5_modules_block_modules_1_modules_1_parameters_weight_ + l_self_modules_backbone_modules_5_modules_block_modules_1_modules_1_parameters_bias_ = L_self_modules_backbone_modules_5_modules_block_modules_1_modules_1_parameters_bias_ + l_self_modules_backbone_modules_5_modules_block_modules_2_modules_fc1_parameters_weight_ = L_self_modules_backbone_modules_5_modules_block_modules_2_modules_fc1_parameters_weight_ + l_self_modules_backbone_modules_5_modules_block_modules_2_modules_fc1_parameters_bias_ = L_self_modules_backbone_modules_5_modules_block_modules_2_modules_fc1_parameters_bias_ + l_self_modules_backbone_modules_5_modules_block_modules_2_modules_fc2_parameters_weight_ = L_self_modules_backbone_modules_5_modules_block_modules_2_modules_fc2_parameters_weight_ + l_self_modules_backbone_modules_5_modules_block_modules_2_modules_fc2_parameters_bias_ = L_self_modules_backbone_modules_5_modules_block_modules_2_modules_fc2_parameters_bias_ + l_self_modules_backbone_modules_5_modules_block_modules_3_modules_0_parameters_weight_ = L_self_modules_backbone_modules_5_modules_block_modules_3_modules_0_parameters_weight_ + l_self_modules_backbone_modules_5_modules_block_modules_3_modules_1_buffers_running_mean_ = L_self_modules_backbone_modules_5_modules_block_modules_3_modules_1_buffers_running_mean_ + l_self_modules_backbone_modules_5_modules_block_modules_3_modules_1_buffers_running_var_ = L_self_modules_backbone_modules_5_modules_block_modules_3_modules_1_buffers_running_var_ + l_self_modules_backbone_modules_5_modules_block_modules_3_modules_1_parameters_weight_ = L_self_modules_backbone_modules_5_modules_block_modules_3_modules_1_parameters_weight_ + l_self_modules_backbone_modules_5_modules_block_modules_3_modules_1_parameters_bias_ = L_self_modules_backbone_modules_5_modules_block_modules_3_modules_1_parameters_bias_ + l_self_modules_backbone_modules_6_modules_block_modules_0_modules_0_parameters_weight_ = L_self_modules_backbone_modules_6_modules_block_modules_0_modules_0_parameters_weight_ + l_self_modules_backbone_modules_6_modules_block_modules_0_modules_1_buffers_running_mean_ = L_self_modules_backbone_modules_6_modules_block_modules_0_modules_1_buffers_running_mean_ + l_self_modules_backbone_modules_6_modules_block_modules_0_modules_1_buffers_running_var_ = L_self_modules_backbone_modules_6_modules_block_modules_0_modules_1_buffers_running_var_ + l_self_modules_backbone_modules_6_modules_block_modules_0_modules_1_parameters_weight_ = L_self_modules_backbone_modules_6_modules_block_modules_0_modules_1_parameters_weight_ + l_self_modules_backbone_modules_6_modules_block_modules_0_modules_1_parameters_bias_ = L_self_modules_backbone_modules_6_modules_block_modules_0_modules_1_parameters_bias_ + l_self_modules_backbone_modules_6_modules_block_modules_1_modules_0_parameters_weight_ = L_self_modules_backbone_modules_6_modules_block_modules_1_modules_0_parameters_weight_ + l_self_modules_backbone_modules_6_modules_block_modules_1_modules_1_buffers_running_mean_ = L_self_modules_backbone_modules_6_modules_block_modules_1_modules_1_buffers_running_mean_ + l_self_modules_backbone_modules_6_modules_block_modules_1_modules_1_buffers_running_var_ = L_self_modules_backbone_modules_6_modules_block_modules_1_modules_1_buffers_running_var_ + l_self_modules_backbone_modules_6_modules_block_modules_1_modules_1_parameters_weight_ = L_self_modules_backbone_modules_6_modules_block_modules_1_modules_1_parameters_weight_ + l_self_modules_backbone_modules_6_modules_block_modules_1_modules_1_parameters_bias_ = L_self_modules_backbone_modules_6_modules_block_modules_1_modules_1_parameters_bias_ + l_self_modules_backbone_modules_6_modules_block_modules_2_modules_fc1_parameters_weight_ = L_self_modules_backbone_modules_6_modules_block_modules_2_modules_fc1_parameters_weight_ + l_self_modules_backbone_modules_6_modules_block_modules_2_modules_fc1_parameters_bias_ = L_self_modules_backbone_modules_6_modules_block_modules_2_modules_fc1_parameters_bias_ + l_self_modules_backbone_modules_6_modules_block_modules_2_modules_fc2_parameters_weight_ = L_self_modules_backbone_modules_6_modules_block_modules_2_modules_fc2_parameters_weight_ + l_self_modules_backbone_modules_6_modules_block_modules_2_modules_fc2_parameters_bias_ = L_self_modules_backbone_modules_6_modules_block_modules_2_modules_fc2_parameters_bias_ + l_self_modules_backbone_modules_6_modules_block_modules_3_modules_0_parameters_weight_ = L_self_modules_backbone_modules_6_modules_block_modules_3_modules_0_parameters_weight_ + l_self_modules_backbone_modules_6_modules_block_modules_3_modules_1_buffers_running_mean_ = L_self_modules_backbone_modules_6_modules_block_modules_3_modules_1_buffers_running_mean_ + l_self_modules_backbone_modules_6_modules_block_modules_3_modules_1_buffers_running_var_ = L_self_modules_backbone_modules_6_modules_block_modules_3_modules_1_buffers_running_var_ + l_self_modules_backbone_modules_6_modules_block_modules_3_modules_1_parameters_weight_ = L_self_modules_backbone_modules_6_modules_block_modules_3_modules_1_parameters_weight_ + l_self_modules_backbone_modules_6_modules_block_modules_3_modules_1_parameters_bias_ = L_self_modules_backbone_modules_6_modules_block_modules_3_modules_1_parameters_bias_ + l_self_modules_backbone_modules_7_modules_block_modules_0_modules_0_parameters_weight_ = L_self_modules_backbone_modules_7_modules_block_modules_0_modules_0_parameters_weight_ + l_self_modules_backbone_modules_7_modules_block_modules_0_modules_1_buffers_running_mean_ = L_self_modules_backbone_modules_7_modules_block_modules_0_modules_1_buffers_running_mean_ + l_self_modules_backbone_modules_7_modules_block_modules_0_modules_1_buffers_running_var_ = L_self_modules_backbone_modules_7_modules_block_modules_0_modules_1_buffers_running_var_ + l_self_modules_backbone_modules_7_modules_block_modules_0_modules_1_parameters_weight_ = L_self_modules_backbone_modules_7_modules_block_modules_0_modules_1_parameters_weight_ + l_self_modules_backbone_modules_7_modules_block_modules_0_modules_1_parameters_bias_ = L_self_modules_backbone_modules_7_modules_block_modules_0_modules_1_parameters_bias_ + l_self_modules_backbone_modules_7_modules_block_modules_1_modules_0_parameters_weight_ = L_self_modules_backbone_modules_7_modules_block_modules_1_modules_0_parameters_weight_ + l_self_modules_backbone_modules_7_modules_block_modules_1_modules_1_buffers_running_mean_ = L_self_modules_backbone_modules_7_modules_block_modules_1_modules_1_buffers_running_mean_ + l_self_modules_backbone_modules_7_modules_block_modules_1_modules_1_buffers_running_var_ = L_self_modules_backbone_modules_7_modules_block_modules_1_modules_1_buffers_running_var_ + l_self_modules_backbone_modules_7_modules_block_modules_1_modules_1_parameters_weight_ = L_self_modules_backbone_modules_7_modules_block_modules_1_modules_1_parameters_weight_ + l_self_modules_backbone_modules_7_modules_block_modules_1_modules_1_parameters_bias_ = L_self_modules_backbone_modules_7_modules_block_modules_1_modules_1_parameters_bias_ + l_self_modules_backbone_modules_7_modules_block_modules_2_modules_0_parameters_weight_ = L_self_modules_backbone_modules_7_modules_block_modules_2_modules_0_parameters_weight_ + l_self_modules_backbone_modules_7_modules_block_modules_2_modules_1_buffers_running_mean_ = L_self_modules_backbone_modules_7_modules_block_modules_2_modules_1_buffers_running_mean_ + l_self_modules_backbone_modules_7_modules_block_modules_2_modules_1_buffers_running_var_ = L_self_modules_backbone_modules_7_modules_block_modules_2_modules_1_buffers_running_var_ + l_self_modules_backbone_modules_7_modules_block_modules_2_modules_1_parameters_weight_ = L_self_modules_backbone_modules_7_modules_block_modules_2_modules_1_parameters_weight_ + l_self_modules_backbone_modules_7_modules_block_modules_2_modules_1_parameters_bias_ = L_self_modules_backbone_modules_7_modules_block_modules_2_modules_1_parameters_bias_ + l_self_modules_backbone_modules_8_modules_block_modules_0_modules_0_parameters_weight_ = L_self_modules_backbone_modules_8_modules_block_modules_0_modules_0_parameters_weight_ + l_self_modules_backbone_modules_8_modules_block_modules_0_modules_1_buffers_running_mean_ = L_self_modules_backbone_modules_8_modules_block_modules_0_modules_1_buffers_running_mean_ + l_self_modules_backbone_modules_8_modules_block_modules_0_modules_1_buffers_running_var_ = L_self_modules_backbone_modules_8_modules_block_modules_0_modules_1_buffers_running_var_ + l_self_modules_backbone_modules_8_modules_block_modules_0_modules_1_parameters_weight_ = L_self_modules_backbone_modules_8_modules_block_modules_0_modules_1_parameters_weight_ + l_self_modules_backbone_modules_8_modules_block_modules_0_modules_1_parameters_bias_ = L_self_modules_backbone_modules_8_modules_block_modules_0_modules_1_parameters_bias_ + l_self_modules_backbone_modules_8_modules_block_modules_1_modules_0_parameters_weight_ = L_self_modules_backbone_modules_8_modules_block_modules_1_modules_0_parameters_weight_ + l_self_modules_backbone_modules_8_modules_block_modules_1_modules_1_buffers_running_mean_ = L_self_modules_backbone_modules_8_modules_block_modules_1_modules_1_buffers_running_mean_ + l_self_modules_backbone_modules_8_modules_block_modules_1_modules_1_buffers_running_var_ = L_self_modules_backbone_modules_8_modules_block_modules_1_modules_1_buffers_running_var_ + l_self_modules_backbone_modules_8_modules_block_modules_1_modules_1_parameters_weight_ = L_self_modules_backbone_modules_8_modules_block_modules_1_modules_1_parameters_weight_ + l_self_modules_backbone_modules_8_modules_block_modules_1_modules_1_parameters_bias_ = L_self_modules_backbone_modules_8_modules_block_modules_1_modules_1_parameters_bias_ + l_self_modules_backbone_modules_8_modules_block_modules_2_modules_0_parameters_weight_ = L_self_modules_backbone_modules_8_modules_block_modules_2_modules_0_parameters_weight_ + l_self_modules_backbone_modules_8_modules_block_modules_2_modules_1_buffers_running_mean_ = L_self_modules_backbone_modules_8_modules_block_modules_2_modules_1_buffers_running_mean_ + l_self_modules_backbone_modules_8_modules_block_modules_2_modules_1_buffers_running_var_ = L_self_modules_backbone_modules_8_modules_block_modules_2_modules_1_buffers_running_var_ + l_self_modules_backbone_modules_8_modules_block_modules_2_modules_1_parameters_weight_ = L_self_modules_backbone_modules_8_modules_block_modules_2_modules_1_parameters_weight_ + l_self_modules_backbone_modules_8_modules_block_modules_2_modules_1_parameters_bias_ = L_self_modules_backbone_modules_8_modules_block_modules_2_modules_1_parameters_bias_ + l_self_modules_backbone_modules_9_modules_block_modules_0_modules_0_parameters_weight_ = L_self_modules_backbone_modules_9_modules_block_modules_0_modules_0_parameters_weight_ + l_self_modules_backbone_modules_9_modules_block_modules_0_modules_1_buffers_running_mean_ = L_self_modules_backbone_modules_9_modules_block_modules_0_modules_1_buffers_running_mean_ + l_self_modules_backbone_modules_9_modules_block_modules_0_modules_1_buffers_running_var_ = L_self_modules_backbone_modules_9_modules_block_modules_0_modules_1_buffers_running_var_ + l_self_modules_backbone_modules_9_modules_block_modules_0_modules_1_parameters_weight_ = L_self_modules_backbone_modules_9_modules_block_modules_0_modules_1_parameters_weight_ + l_self_modules_backbone_modules_9_modules_block_modules_0_modules_1_parameters_bias_ = L_self_modules_backbone_modules_9_modules_block_modules_0_modules_1_parameters_bias_ + l_self_modules_backbone_modules_9_modules_block_modules_1_modules_0_parameters_weight_ = L_self_modules_backbone_modules_9_modules_block_modules_1_modules_0_parameters_weight_ + l_self_modules_backbone_modules_9_modules_block_modules_1_modules_1_buffers_running_mean_ = L_self_modules_backbone_modules_9_modules_block_modules_1_modules_1_buffers_running_mean_ + l_self_modules_backbone_modules_9_modules_block_modules_1_modules_1_buffers_running_var_ = L_self_modules_backbone_modules_9_modules_block_modules_1_modules_1_buffers_running_var_ + l_self_modules_backbone_modules_9_modules_block_modules_1_modules_1_parameters_weight_ = L_self_modules_backbone_modules_9_modules_block_modules_1_modules_1_parameters_weight_ + l_self_modules_backbone_modules_9_modules_block_modules_1_modules_1_parameters_bias_ = L_self_modules_backbone_modules_9_modules_block_modules_1_modules_1_parameters_bias_ + l_self_modules_backbone_modules_9_modules_block_modules_2_modules_0_parameters_weight_ = L_self_modules_backbone_modules_9_modules_block_modules_2_modules_0_parameters_weight_ + l_self_modules_backbone_modules_9_modules_block_modules_2_modules_1_buffers_running_mean_ = L_self_modules_backbone_modules_9_modules_block_modules_2_modules_1_buffers_running_mean_ + l_self_modules_backbone_modules_9_modules_block_modules_2_modules_1_buffers_running_var_ = L_self_modules_backbone_modules_9_modules_block_modules_2_modules_1_buffers_running_var_ + l_self_modules_backbone_modules_9_modules_block_modules_2_modules_1_parameters_weight_ = L_self_modules_backbone_modules_9_modules_block_modules_2_modules_1_parameters_weight_ + l_self_modules_backbone_modules_9_modules_block_modules_2_modules_1_parameters_bias_ = L_self_modules_backbone_modules_9_modules_block_modules_2_modules_1_parameters_bias_ + l_self_modules_backbone_modules_10_modules_block_modules_0_modules_0_parameters_weight_ = L_self_modules_backbone_modules_10_modules_block_modules_0_modules_0_parameters_weight_ + l_self_modules_backbone_modules_10_modules_block_modules_0_modules_1_buffers_running_mean_ = L_self_modules_backbone_modules_10_modules_block_modules_0_modules_1_buffers_running_mean_ + l_self_modules_backbone_modules_10_modules_block_modules_0_modules_1_buffers_running_var_ = L_self_modules_backbone_modules_10_modules_block_modules_0_modules_1_buffers_running_var_ + l_self_modules_backbone_modules_10_modules_block_modules_0_modules_1_parameters_weight_ = L_self_modules_backbone_modules_10_modules_block_modules_0_modules_1_parameters_weight_ + l_self_modules_backbone_modules_10_modules_block_modules_0_modules_1_parameters_bias_ = L_self_modules_backbone_modules_10_modules_block_modules_0_modules_1_parameters_bias_ + l_self_modules_backbone_modules_10_modules_block_modules_1_modules_0_parameters_weight_ = L_self_modules_backbone_modules_10_modules_block_modules_1_modules_0_parameters_weight_ + l_self_modules_backbone_modules_10_modules_block_modules_1_modules_1_buffers_running_mean_ = L_self_modules_backbone_modules_10_modules_block_modules_1_modules_1_buffers_running_mean_ + l_self_modules_backbone_modules_10_modules_block_modules_1_modules_1_buffers_running_var_ = L_self_modules_backbone_modules_10_modules_block_modules_1_modules_1_buffers_running_var_ + l_self_modules_backbone_modules_10_modules_block_modules_1_modules_1_parameters_weight_ = L_self_modules_backbone_modules_10_modules_block_modules_1_modules_1_parameters_weight_ + l_self_modules_backbone_modules_10_modules_block_modules_1_modules_1_parameters_bias_ = L_self_modules_backbone_modules_10_modules_block_modules_1_modules_1_parameters_bias_ + l_self_modules_backbone_modules_10_modules_block_modules_2_modules_0_parameters_weight_ = L_self_modules_backbone_modules_10_modules_block_modules_2_modules_0_parameters_weight_ + l_self_modules_backbone_modules_10_modules_block_modules_2_modules_1_buffers_running_mean_ = L_self_modules_backbone_modules_10_modules_block_modules_2_modules_1_buffers_running_mean_ + l_self_modules_backbone_modules_10_modules_block_modules_2_modules_1_buffers_running_var_ = L_self_modules_backbone_modules_10_modules_block_modules_2_modules_1_buffers_running_var_ + l_self_modules_backbone_modules_10_modules_block_modules_2_modules_1_parameters_weight_ = L_self_modules_backbone_modules_10_modules_block_modules_2_modules_1_parameters_weight_ + l_self_modules_backbone_modules_10_modules_block_modules_2_modules_1_parameters_bias_ = L_self_modules_backbone_modules_10_modules_block_modules_2_modules_1_parameters_bias_ + l_self_modules_backbone_modules_11_modules_block_modules_0_modules_0_parameters_weight_ = L_self_modules_backbone_modules_11_modules_block_modules_0_modules_0_parameters_weight_ + l_self_modules_backbone_modules_11_modules_block_modules_0_modules_1_buffers_running_mean_ = L_self_modules_backbone_modules_11_modules_block_modules_0_modules_1_buffers_running_mean_ + l_self_modules_backbone_modules_11_modules_block_modules_0_modules_1_buffers_running_var_ = L_self_modules_backbone_modules_11_modules_block_modules_0_modules_1_buffers_running_var_ + l_self_modules_backbone_modules_11_modules_block_modules_0_modules_1_parameters_weight_ = L_self_modules_backbone_modules_11_modules_block_modules_0_modules_1_parameters_weight_ + l_self_modules_backbone_modules_11_modules_block_modules_0_modules_1_parameters_bias_ = L_self_modules_backbone_modules_11_modules_block_modules_0_modules_1_parameters_bias_ + l_self_modules_backbone_modules_11_modules_block_modules_1_modules_0_parameters_weight_ = L_self_modules_backbone_modules_11_modules_block_modules_1_modules_0_parameters_weight_ + l_self_modules_backbone_modules_11_modules_block_modules_1_modules_1_buffers_running_mean_ = L_self_modules_backbone_modules_11_modules_block_modules_1_modules_1_buffers_running_mean_ + l_self_modules_backbone_modules_11_modules_block_modules_1_modules_1_buffers_running_var_ = L_self_modules_backbone_modules_11_modules_block_modules_1_modules_1_buffers_running_var_ + l_self_modules_backbone_modules_11_modules_block_modules_1_modules_1_parameters_weight_ = L_self_modules_backbone_modules_11_modules_block_modules_1_modules_1_parameters_weight_ + l_self_modules_backbone_modules_11_modules_block_modules_1_modules_1_parameters_bias_ = L_self_modules_backbone_modules_11_modules_block_modules_1_modules_1_parameters_bias_ + l_self_modules_backbone_modules_11_modules_block_modules_2_modules_fc1_parameters_weight_ = L_self_modules_backbone_modules_11_modules_block_modules_2_modules_fc1_parameters_weight_ + l_self_modules_backbone_modules_11_modules_block_modules_2_modules_fc1_parameters_bias_ = L_self_modules_backbone_modules_11_modules_block_modules_2_modules_fc1_parameters_bias_ + l_self_modules_backbone_modules_11_modules_block_modules_2_modules_fc2_parameters_weight_ = L_self_modules_backbone_modules_11_modules_block_modules_2_modules_fc2_parameters_weight_ + l_self_modules_backbone_modules_11_modules_block_modules_2_modules_fc2_parameters_bias_ = L_self_modules_backbone_modules_11_modules_block_modules_2_modules_fc2_parameters_bias_ + l_self_modules_backbone_modules_11_modules_block_modules_3_modules_0_parameters_weight_ = L_self_modules_backbone_modules_11_modules_block_modules_3_modules_0_parameters_weight_ + l_self_modules_backbone_modules_11_modules_block_modules_3_modules_1_buffers_running_mean_ = L_self_modules_backbone_modules_11_modules_block_modules_3_modules_1_buffers_running_mean_ + l_self_modules_backbone_modules_11_modules_block_modules_3_modules_1_buffers_running_var_ = L_self_modules_backbone_modules_11_modules_block_modules_3_modules_1_buffers_running_var_ + l_self_modules_backbone_modules_11_modules_block_modules_3_modules_1_parameters_weight_ = L_self_modules_backbone_modules_11_modules_block_modules_3_modules_1_parameters_weight_ + l_self_modules_backbone_modules_11_modules_block_modules_3_modules_1_parameters_bias_ = L_self_modules_backbone_modules_11_modules_block_modules_3_modules_1_parameters_bias_ + l_self_modules_backbone_modules_12_modules_block_modules_0_modules_0_parameters_weight_ = L_self_modules_backbone_modules_12_modules_block_modules_0_modules_0_parameters_weight_ + l_self_modules_backbone_modules_12_modules_block_modules_0_modules_1_buffers_running_mean_ = L_self_modules_backbone_modules_12_modules_block_modules_0_modules_1_buffers_running_mean_ + l_self_modules_backbone_modules_12_modules_block_modules_0_modules_1_buffers_running_var_ = L_self_modules_backbone_modules_12_modules_block_modules_0_modules_1_buffers_running_var_ + l_self_modules_backbone_modules_12_modules_block_modules_0_modules_1_parameters_weight_ = L_self_modules_backbone_modules_12_modules_block_modules_0_modules_1_parameters_weight_ + l_self_modules_backbone_modules_12_modules_block_modules_0_modules_1_parameters_bias_ = L_self_modules_backbone_modules_12_modules_block_modules_0_modules_1_parameters_bias_ + l_self_modules_backbone_modules_12_modules_block_modules_1_modules_0_parameters_weight_ = L_self_modules_backbone_modules_12_modules_block_modules_1_modules_0_parameters_weight_ + l_self_modules_backbone_modules_12_modules_block_modules_1_modules_1_buffers_running_mean_ = L_self_modules_backbone_modules_12_modules_block_modules_1_modules_1_buffers_running_mean_ + l_self_modules_backbone_modules_12_modules_block_modules_1_modules_1_buffers_running_var_ = L_self_modules_backbone_modules_12_modules_block_modules_1_modules_1_buffers_running_var_ + l_self_modules_backbone_modules_12_modules_block_modules_1_modules_1_parameters_weight_ = L_self_modules_backbone_modules_12_modules_block_modules_1_modules_1_parameters_weight_ + l_self_modules_backbone_modules_12_modules_block_modules_1_modules_1_parameters_bias_ = L_self_modules_backbone_modules_12_modules_block_modules_1_modules_1_parameters_bias_ + l_self_modules_backbone_modules_12_modules_block_modules_2_modules_fc1_parameters_weight_ = L_self_modules_backbone_modules_12_modules_block_modules_2_modules_fc1_parameters_weight_ + l_self_modules_backbone_modules_12_modules_block_modules_2_modules_fc1_parameters_bias_ = L_self_modules_backbone_modules_12_modules_block_modules_2_modules_fc1_parameters_bias_ + l_self_modules_backbone_modules_12_modules_block_modules_2_modules_fc2_parameters_weight_ = L_self_modules_backbone_modules_12_modules_block_modules_2_modules_fc2_parameters_weight_ + l_self_modules_backbone_modules_12_modules_block_modules_2_modules_fc2_parameters_bias_ = L_self_modules_backbone_modules_12_modules_block_modules_2_modules_fc2_parameters_bias_ + l_self_modules_backbone_modules_12_modules_block_modules_3_modules_0_parameters_weight_ = L_self_modules_backbone_modules_12_modules_block_modules_3_modules_0_parameters_weight_ + l_self_modules_backbone_modules_12_modules_block_modules_3_modules_1_buffers_running_mean_ = L_self_modules_backbone_modules_12_modules_block_modules_3_modules_1_buffers_running_mean_ + l_self_modules_backbone_modules_12_modules_block_modules_3_modules_1_buffers_running_var_ = L_self_modules_backbone_modules_12_modules_block_modules_3_modules_1_buffers_running_var_ + l_self_modules_backbone_modules_12_modules_block_modules_3_modules_1_parameters_weight_ = L_self_modules_backbone_modules_12_modules_block_modules_3_modules_1_parameters_weight_ + l_self_modules_backbone_modules_12_modules_block_modules_3_modules_1_parameters_bias_ = L_self_modules_backbone_modules_12_modules_block_modules_3_modules_1_parameters_bias_ + l_self_modules_backbone_modules_13_modules_block_modules_0_modules_0_parameters_weight_ = L_self_modules_backbone_modules_13_modules_block_modules_0_modules_0_parameters_weight_ + l_self_modules_backbone_modules_13_modules_block_modules_0_modules_1_buffers_running_mean_ = L_self_modules_backbone_modules_13_modules_block_modules_0_modules_1_buffers_running_mean_ + l_self_modules_backbone_modules_13_modules_block_modules_0_modules_1_buffers_running_var_ = L_self_modules_backbone_modules_13_modules_block_modules_0_modules_1_buffers_running_var_ + l_self_modules_backbone_modules_13_modules_block_modules_0_modules_1_parameters_weight_ = L_self_modules_backbone_modules_13_modules_block_modules_0_modules_1_parameters_weight_ + l_self_modules_backbone_modules_13_modules_block_modules_0_modules_1_parameters_bias_ = L_self_modules_backbone_modules_13_modules_block_modules_0_modules_1_parameters_bias_ + l_self_modules_backbone_modules_13_modules_block_modules_1_modules_0_parameters_weight_ = L_self_modules_backbone_modules_13_modules_block_modules_1_modules_0_parameters_weight_ + l_self_modules_backbone_modules_13_modules_block_modules_1_modules_1_buffers_running_mean_ = L_self_modules_backbone_modules_13_modules_block_modules_1_modules_1_buffers_running_mean_ + l_self_modules_backbone_modules_13_modules_block_modules_1_modules_1_buffers_running_var_ = L_self_modules_backbone_modules_13_modules_block_modules_1_modules_1_buffers_running_var_ + l_self_modules_backbone_modules_13_modules_block_modules_1_modules_1_parameters_weight_ = L_self_modules_backbone_modules_13_modules_block_modules_1_modules_1_parameters_weight_ + l_self_modules_backbone_modules_13_modules_block_modules_1_modules_1_parameters_bias_ = L_self_modules_backbone_modules_13_modules_block_modules_1_modules_1_parameters_bias_ + l_self_modules_backbone_modules_13_modules_block_modules_2_modules_fc1_parameters_weight_ = L_self_modules_backbone_modules_13_modules_block_modules_2_modules_fc1_parameters_weight_ + l_self_modules_backbone_modules_13_modules_block_modules_2_modules_fc1_parameters_bias_ = L_self_modules_backbone_modules_13_modules_block_modules_2_modules_fc1_parameters_bias_ + l_self_modules_backbone_modules_13_modules_block_modules_2_modules_fc2_parameters_weight_ = L_self_modules_backbone_modules_13_modules_block_modules_2_modules_fc2_parameters_weight_ + l_self_modules_backbone_modules_13_modules_block_modules_2_modules_fc2_parameters_bias_ = L_self_modules_backbone_modules_13_modules_block_modules_2_modules_fc2_parameters_bias_ + l_self_modules_backbone_modules_13_modules_block_modules_3_modules_0_parameters_weight_ = L_self_modules_backbone_modules_13_modules_block_modules_3_modules_0_parameters_weight_ + l_self_modules_backbone_modules_13_modules_block_modules_3_modules_1_buffers_running_mean_ = L_self_modules_backbone_modules_13_modules_block_modules_3_modules_1_buffers_running_mean_ + l_self_modules_backbone_modules_13_modules_block_modules_3_modules_1_buffers_running_var_ = L_self_modules_backbone_modules_13_modules_block_modules_3_modules_1_buffers_running_var_ + l_self_modules_backbone_modules_13_modules_block_modules_3_modules_1_parameters_weight_ = L_self_modules_backbone_modules_13_modules_block_modules_3_modules_1_parameters_weight_ + l_self_modules_backbone_modules_13_modules_block_modules_3_modules_1_parameters_bias_ = L_self_modules_backbone_modules_13_modules_block_modules_3_modules_1_parameters_bias_ + l_self_modules_backbone_modules_14_modules_block_modules_0_modules_0_parameters_weight_ = L_self_modules_backbone_modules_14_modules_block_modules_0_modules_0_parameters_weight_ + l_self_modules_backbone_modules_14_modules_block_modules_0_modules_1_buffers_running_mean_ = L_self_modules_backbone_modules_14_modules_block_modules_0_modules_1_buffers_running_mean_ + l_self_modules_backbone_modules_14_modules_block_modules_0_modules_1_buffers_running_var_ = L_self_modules_backbone_modules_14_modules_block_modules_0_modules_1_buffers_running_var_ + l_self_modules_backbone_modules_14_modules_block_modules_0_modules_1_parameters_weight_ = L_self_modules_backbone_modules_14_modules_block_modules_0_modules_1_parameters_weight_ + l_self_modules_backbone_modules_14_modules_block_modules_0_modules_1_parameters_bias_ = L_self_modules_backbone_modules_14_modules_block_modules_0_modules_1_parameters_bias_ + l_self_modules_backbone_modules_14_modules_block_modules_1_modules_0_parameters_weight_ = L_self_modules_backbone_modules_14_modules_block_modules_1_modules_0_parameters_weight_ + l_self_modules_backbone_modules_14_modules_block_modules_1_modules_1_buffers_running_mean_ = L_self_modules_backbone_modules_14_modules_block_modules_1_modules_1_buffers_running_mean_ + l_self_modules_backbone_modules_14_modules_block_modules_1_modules_1_buffers_running_var_ = L_self_modules_backbone_modules_14_modules_block_modules_1_modules_1_buffers_running_var_ + l_self_modules_backbone_modules_14_modules_block_modules_1_modules_1_parameters_weight_ = L_self_modules_backbone_modules_14_modules_block_modules_1_modules_1_parameters_weight_ + l_self_modules_backbone_modules_14_modules_block_modules_1_modules_1_parameters_bias_ = L_self_modules_backbone_modules_14_modules_block_modules_1_modules_1_parameters_bias_ + l_self_modules_backbone_modules_14_modules_block_modules_2_modules_fc1_parameters_weight_ = L_self_modules_backbone_modules_14_modules_block_modules_2_modules_fc1_parameters_weight_ + l_self_modules_backbone_modules_14_modules_block_modules_2_modules_fc1_parameters_bias_ = L_self_modules_backbone_modules_14_modules_block_modules_2_modules_fc1_parameters_bias_ + l_self_modules_backbone_modules_14_modules_block_modules_2_modules_fc2_parameters_weight_ = L_self_modules_backbone_modules_14_modules_block_modules_2_modules_fc2_parameters_weight_ + l_self_modules_backbone_modules_14_modules_block_modules_2_modules_fc2_parameters_bias_ = L_self_modules_backbone_modules_14_modules_block_modules_2_modules_fc2_parameters_bias_ + l_self_modules_backbone_modules_14_modules_block_modules_3_modules_0_parameters_weight_ = L_self_modules_backbone_modules_14_modules_block_modules_3_modules_0_parameters_weight_ + l_self_modules_backbone_modules_14_modules_block_modules_3_modules_1_buffers_running_mean_ = L_self_modules_backbone_modules_14_modules_block_modules_3_modules_1_buffers_running_mean_ + l_self_modules_backbone_modules_14_modules_block_modules_3_modules_1_buffers_running_var_ = L_self_modules_backbone_modules_14_modules_block_modules_3_modules_1_buffers_running_var_ + l_self_modules_backbone_modules_14_modules_block_modules_3_modules_1_parameters_weight_ = L_self_modules_backbone_modules_14_modules_block_modules_3_modules_1_parameters_weight_ + l_self_modules_backbone_modules_14_modules_block_modules_3_modules_1_parameters_bias_ = L_self_modules_backbone_modules_14_modules_block_modules_3_modules_1_parameters_bias_ + l_self_modules_backbone_modules_15_modules_block_modules_0_modules_0_parameters_weight_ = L_self_modules_backbone_modules_15_modules_block_modules_0_modules_0_parameters_weight_ + l_self_modules_backbone_modules_15_modules_block_modules_0_modules_1_buffers_running_mean_ = L_self_modules_backbone_modules_15_modules_block_modules_0_modules_1_buffers_running_mean_ + l_self_modules_backbone_modules_15_modules_block_modules_0_modules_1_buffers_running_var_ = L_self_modules_backbone_modules_15_modules_block_modules_0_modules_1_buffers_running_var_ + l_self_modules_backbone_modules_15_modules_block_modules_0_modules_1_parameters_weight_ = L_self_modules_backbone_modules_15_modules_block_modules_0_modules_1_parameters_weight_ + l_self_modules_backbone_modules_15_modules_block_modules_0_modules_1_parameters_bias_ = L_self_modules_backbone_modules_15_modules_block_modules_0_modules_1_parameters_bias_ + l_self_modules_backbone_modules_15_modules_block_modules_1_modules_0_parameters_weight_ = L_self_modules_backbone_modules_15_modules_block_modules_1_modules_0_parameters_weight_ + l_self_modules_backbone_modules_15_modules_block_modules_1_modules_1_buffers_running_mean_ = L_self_modules_backbone_modules_15_modules_block_modules_1_modules_1_buffers_running_mean_ + l_self_modules_backbone_modules_15_modules_block_modules_1_modules_1_buffers_running_var_ = L_self_modules_backbone_modules_15_modules_block_modules_1_modules_1_buffers_running_var_ + l_self_modules_backbone_modules_15_modules_block_modules_1_modules_1_parameters_weight_ = L_self_modules_backbone_modules_15_modules_block_modules_1_modules_1_parameters_weight_ + l_self_modules_backbone_modules_15_modules_block_modules_1_modules_1_parameters_bias_ = L_self_modules_backbone_modules_15_modules_block_modules_1_modules_1_parameters_bias_ + l_self_modules_backbone_modules_15_modules_block_modules_2_modules_fc1_parameters_weight_ = L_self_modules_backbone_modules_15_modules_block_modules_2_modules_fc1_parameters_weight_ + l_self_modules_backbone_modules_15_modules_block_modules_2_modules_fc1_parameters_bias_ = L_self_modules_backbone_modules_15_modules_block_modules_2_modules_fc1_parameters_bias_ + l_self_modules_backbone_modules_15_modules_block_modules_2_modules_fc2_parameters_weight_ = L_self_modules_backbone_modules_15_modules_block_modules_2_modules_fc2_parameters_weight_ + l_self_modules_backbone_modules_15_modules_block_modules_2_modules_fc2_parameters_bias_ = L_self_modules_backbone_modules_15_modules_block_modules_2_modules_fc2_parameters_bias_ + l_self_modules_backbone_modules_15_modules_block_modules_3_modules_0_parameters_weight_ = L_self_modules_backbone_modules_15_modules_block_modules_3_modules_0_parameters_weight_ + l_self_modules_backbone_modules_15_modules_block_modules_3_modules_1_buffers_running_mean_ = L_self_modules_backbone_modules_15_modules_block_modules_3_modules_1_buffers_running_mean_ + l_self_modules_backbone_modules_15_modules_block_modules_3_modules_1_buffers_running_var_ = L_self_modules_backbone_modules_15_modules_block_modules_3_modules_1_buffers_running_var_ + l_self_modules_backbone_modules_15_modules_block_modules_3_modules_1_parameters_weight_ = L_self_modules_backbone_modules_15_modules_block_modules_3_modules_1_parameters_weight_ + l_self_modules_backbone_modules_15_modules_block_modules_3_modules_1_parameters_bias_ = L_self_modules_backbone_modules_15_modules_block_modules_3_modules_1_parameters_bias_ + l_self_modules_backbone_modules_16_modules_0_parameters_weight_ = ( + L_self_modules_backbone_modules_16_modules_0_parameters_weight_ + ) + l_self_modules_backbone_modules_16_modules_1_buffers_running_mean_ = ( + L_self_modules_backbone_modules_16_modules_1_buffers_running_mean_ + ) + l_self_modules_backbone_modules_16_modules_1_buffers_running_var_ = ( + L_self_modules_backbone_modules_16_modules_1_buffers_running_var_ + ) + l_self_modules_backbone_modules_16_modules_1_parameters_weight_ = ( + L_self_modules_backbone_modules_16_modules_1_parameters_weight_ + ) + l_self_modules_backbone_modules_16_modules_1_parameters_bias_ = ( + L_self_modules_backbone_modules_16_modules_1_parameters_bias_ + ) + l_self_modules_classifier_modules_0_modules_convs_modules_0_modules_0_parameters_weight_ = L_self_modules_classifier_modules_0_modules_convs_modules_0_modules_0_parameters_weight_ + l_self_modules_classifier_modules_0_modules_convs_modules_0_modules_1_buffers_running_mean_ = L_self_modules_classifier_modules_0_modules_convs_modules_0_modules_1_buffers_running_mean_ + l_self_modules_classifier_modules_0_modules_convs_modules_0_modules_1_buffers_running_var_ = L_self_modules_classifier_modules_0_modules_convs_modules_0_modules_1_buffers_running_var_ + l_self_modules_classifier_modules_0_modules_convs_modules_0_modules_1_parameters_weight_ = L_self_modules_classifier_modules_0_modules_convs_modules_0_modules_1_parameters_weight_ + l_self_modules_classifier_modules_0_modules_convs_modules_0_modules_1_parameters_bias_ = L_self_modules_classifier_modules_0_modules_convs_modules_0_modules_1_parameters_bias_ + l_self_modules_classifier_modules_0_modules_convs_modules_1_modules_0_parameters_weight_ = L_self_modules_classifier_modules_0_modules_convs_modules_1_modules_0_parameters_weight_ + l_self_modules_classifier_modules_0_modules_convs_modules_1_modules_1_buffers_running_mean_ = L_self_modules_classifier_modules_0_modules_convs_modules_1_modules_1_buffers_running_mean_ + l_self_modules_classifier_modules_0_modules_convs_modules_1_modules_1_buffers_running_var_ = L_self_modules_classifier_modules_0_modules_convs_modules_1_modules_1_buffers_running_var_ + l_self_modules_classifier_modules_0_modules_convs_modules_1_modules_1_parameters_weight_ = L_self_modules_classifier_modules_0_modules_convs_modules_1_modules_1_parameters_weight_ + l_self_modules_classifier_modules_0_modules_convs_modules_1_modules_1_parameters_bias_ = L_self_modules_classifier_modules_0_modules_convs_modules_1_modules_1_parameters_bias_ + l_self_modules_classifier_modules_0_modules_convs_modules_2_modules_0_parameters_weight_ = L_self_modules_classifier_modules_0_modules_convs_modules_2_modules_0_parameters_weight_ + l_self_modules_classifier_modules_0_modules_convs_modules_2_modules_1_buffers_running_mean_ = L_self_modules_classifier_modules_0_modules_convs_modules_2_modules_1_buffers_running_mean_ + l_self_modules_classifier_modules_0_modules_convs_modules_2_modules_1_buffers_running_var_ = L_self_modules_classifier_modules_0_modules_convs_modules_2_modules_1_buffers_running_var_ + l_self_modules_classifier_modules_0_modules_convs_modules_2_modules_1_parameters_weight_ = L_self_modules_classifier_modules_0_modules_convs_modules_2_modules_1_parameters_weight_ + l_self_modules_classifier_modules_0_modules_convs_modules_2_modules_1_parameters_bias_ = L_self_modules_classifier_modules_0_modules_convs_modules_2_modules_1_parameters_bias_ + l_self_modules_classifier_modules_0_modules_convs_modules_3_modules_0_parameters_weight_ = L_self_modules_classifier_modules_0_modules_convs_modules_3_modules_0_parameters_weight_ + l_self_modules_classifier_modules_0_modules_convs_modules_3_modules_1_buffers_running_mean_ = L_self_modules_classifier_modules_0_modules_convs_modules_3_modules_1_buffers_running_mean_ + l_self_modules_classifier_modules_0_modules_convs_modules_3_modules_1_buffers_running_var_ = L_self_modules_classifier_modules_0_modules_convs_modules_3_modules_1_buffers_running_var_ + l_self_modules_classifier_modules_0_modules_convs_modules_3_modules_1_parameters_weight_ = L_self_modules_classifier_modules_0_modules_convs_modules_3_modules_1_parameters_weight_ + l_self_modules_classifier_modules_0_modules_convs_modules_3_modules_1_parameters_bias_ = L_self_modules_classifier_modules_0_modules_convs_modules_3_modules_1_parameters_bias_ + l_self_modules_classifier_modules_0_modules_convs_modules_4_modules_1_parameters_weight_ = L_self_modules_classifier_modules_0_modules_convs_modules_4_modules_1_parameters_weight_ + l_self_modules_classifier_modules_0_modules_convs_modules_4_modules_2_buffers_running_mean_ = L_self_modules_classifier_modules_0_modules_convs_modules_4_modules_2_buffers_running_mean_ + l_self_modules_classifier_modules_0_modules_convs_modules_4_modules_2_buffers_running_var_ = L_self_modules_classifier_modules_0_modules_convs_modules_4_modules_2_buffers_running_var_ + l_self_modules_classifier_modules_0_modules_convs_modules_4_modules_2_parameters_weight_ = L_self_modules_classifier_modules_0_modules_convs_modules_4_modules_2_parameters_weight_ + l_self_modules_classifier_modules_0_modules_convs_modules_4_modules_2_parameters_bias_ = L_self_modules_classifier_modules_0_modules_convs_modules_4_modules_2_parameters_bias_ + l_self_modules_classifier_modules_0_modules_project_modules_0_parameters_weight_ = L_self_modules_classifier_modules_0_modules_project_modules_0_parameters_weight_ + l_self_modules_classifier_modules_0_modules_project_modules_1_buffers_running_mean_ = L_self_modules_classifier_modules_0_modules_project_modules_1_buffers_running_mean_ + l_self_modules_classifier_modules_0_modules_project_modules_1_buffers_running_var_ = L_self_modules_classifier_modules_0_modules_project_modules_1_buffers_running_var_ + l_self_modules_classifier_modules_0_modules_project_modules_1_parameters_weight_ = L_self_modules_classifier_modules_0_modules_project_modules_1_parameters_weight_ + l_self_modules_classifier_modules_0_modules_project_modules_1_parameters_bias_ = L_self_modules_classifier_modules_0_modules_project_modules_1_parameters_bias_ + l_self_modules_classifier_modules_1_parameters_weight_ = ( + L_self_modules_classifier_modules_1_parameters_weight_ + ) + l_self_modules_classifier_modules_2_buffers_running_mean_ = ( + L_self_modules_classifier_modules_2_buffers_running_mean_ + ) + l_self_modules_classifier_modules_2_buffers_running_var_ = ( + L_self_modules_classifier_modules_2_buffers_running_var_ + ) + l_self_modules_classifier_modules_2_parameters_weight_ = ( + L_self_modules_classifier_modules_2_parameters_weight_ + ) + l_self_modules_classifier_modules_2_parameters_bias_ = ( + L_self_modules_classifier_modules_2_parameters_bias_ + ) + l_self_modules_classifier_modules_4_parameters_weight_ = ( + L_self_modules_classifier_modules_4_parameters_weight_ + ) + l_self_modules_classifier_modules_4_parameters_bias_ = ( + L_self_modules_classifier_modules_4_parameters_bias_ + ) + l_self_modules_aux_classifier_modules_0_parameters_weight_ = ( + L_self_modules_aux_classifier_modules_0_parameters_weight_ + ) + l_self_modules_aux_classifier_modules_1_buffers_running_mean_ = ( + L_self_modules_aux_classifier_modules_1_buffers_running_mean_ + ) + l_self_modules_aux_classifier_modules_1_buffers_running_var_ = ( + L_self_modules_aux_classifier_modules_1_buffers_running_var_ + ) + l_self_modules_aux_classifier_modules_1_parameters_weight_ = ( + L_self_modules_aux_classifier_modules_1_parameters_weight_ + ) + l_self_modules_aux_classifier_modules_1_parameters_bias_ = ( + L_self_modules_aux_classifier_modules_1_parameters_bias_ + ) + l_self_modules_aux_classifier_modules_4_parameters_weight_ = ( + L_self_modules_aux_classifier_modules_4_parameters_weight_ + ) + l_self_modules_aux_classifier_modules_4_parameters_bias_ = ( + L_self_modules_aux_classifier_modules_4_parameters_bias_ + ) + input_1 = torch.conv2d( + l_x_, + l_self_modules_backbone_modules_0_modules_0_parameters_weight_, + None, + (2, 2), + (1, 1), + (1, 1), + 1, + ) + l_x_ = l_self_modules_backbone_modules_0_modules_0_parameters_weight_ = None + input_2 = torch.nn.functional.batch_norm( + input_1, + l_self_modules_backbone_modules_0_modules_1_buffers_running_mean_, + l_self_modules_backbone_modules_0_modules_1_buffers_running_var_, + l_self_modules_backbone_modules_0_modules_1_parameters_weight_, + l_self_modules_backbone_modules_0_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_1 = ( + l_self_modules_backbone_modules_0_modules_1_buffers_running_mean_ + ) = ( + l_self_modules_backbone_modules_0_modules_1_buffers_running_var_ + ) = ( + l_self_modules_backbone_modules_0_modules_1_parameters_weight_ + ) = l_self_modules_backbone_modules_0_modules_1_parameters_bias_ = None + input_3 = torch.nn.functional.hardswish(input_2, True) + input_2 = None + input_4 = torch.conv2d( + input_3, + l_self_modules_backbone_modules_1_modules_block_modules_0_modules_0_parameters_weight_, + None, + (1, 1), + (1, 1), + (1, 1), + 16, + ) + l_self_modules_backbone_modules_1_modules_block_modules_0_modules_0_parameters_weight_ = ( + None + ) + input_5 = torch.nn.functional.batch_norm( + input_4, + l_self_modules_backbone_modules_1_modules_block_modules_0_modules_1_buffers_running_mean_, + l_self_modules_backbone_modules_1_modules_block_modules_0_modules_1_buffers_running_var_, + l_self_modules_backbone_modules_1_modules_block_modules_0_modules_1_parameters_weight_, + l_self_modules_backbone_modules_1_modules_block_modules_0_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_4 = l_self_modules_backbone_modules_1_modules_block_modules_0_modules_1_buffers_running_mean_ = l_self_modules_backbone_modules_1_modules_block_modules_0_modules_1_buffers_running_var_ = l_self_modules_backbone_modules_1_modules_block_modules_0_modules_1_parameters_weight_ = l_self_modules_backbone_modules_1_modules_block_modules_0_modules_1_parameters_bias_ = (None) + input_6 = torch.nn.functional.relu(input_5, inplace=True) + input_5 = None + input_7 = torch.conv2d( + input_6, + l_self_modules_backbone_modules_1_modules_block_modules_1_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + input_6 = l_self_modules_backbone_modules_1_modules_block_modules_1_modules_0_parameters_weight_ = (None) + input_8 = torch.nn.functional.batch_norm( + input_7, + l_self_modules_backbone_modules_1_modules_block_modules_1_modules_1_buffers_running_mean_, + l_self_modules_backbone_modules_1_modules_block_modules_1_modules_1_buffers_running_var_, + l_self_modules_backbone_modules_1_modules_block_modules_1_modules_1_parameters_weight_, + l_self_modules_backbone_modules_1_modules_block_modules_1_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_7 = l_self_modules_backbone_modules_1_modules_block_modules_1_modules_1_buffers_running_mean_ = l_self_modules_backbone_modules_1_modules_block_modules_1_modules_1_buffers_running_var_ = l_self_modules_backbone_modules_1_modules_block_modules_1_modules_1_parameters_weight_ = l_self_modules_backbone_modules_1_modules_block_modules_1_modules_1_parameters_bias_ = (None) + input_8 += input_3 + result = input_8 + input_8 = input_3 = None + input_9 = torch.conv2d( + result, + l_self_modules_backbone_modules_2_modules_block_modules_0_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + result = l_self_modules_backbone_modules_2_modules_block_modules_0_modules_0_parameters_weight_ = (None) + input_10 = torch.nn.functional.batch_norm( + input_9, + l_self_modules_backbone_modules_2_modules_block_modules_0_modules_1_buffers_running_mean_, + l_self_modules_backbone_modules_2_modules_block_modules_0_modules_1_buffers_running_var_, + l_self_modules_backbone_modules_2_modules_block_modules_0_modules_1_parameters_weight_, + l_self_modules_backbone_modules_2_modules_block_modules_0_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_9 = l_self_modules_backbone_modules_2_modules_block_modules_0_modules_1_buffers_running_mean_ = l_self_modules_backbone_modules_2_modules_block_modules_0_modules_1_buffers_running_var_ = l_self_modules_backbone_modules_2_modules_block_modules_0_modules_1_parameters_weight_ = l_self_modules_backbone_modules_2_modules_block_modules_0_modules_1_parameters_bias_ = (None) + input_11 = torch.nn.functional.relu(input_10, inplace=True) + input_10 = None + input_12 = torch.conv2d( + input_11, + l_self_modules_backbone_modules_2_modules_block_modules_1_modules_0_parameters_weight_, + None, + (2, 2), + (1, 1), + (1, 1), + 64, + ) + input_11 = l_self_modules_backbone_modules_2_modules_block_modules_1_modules_0_parameters_weight_ = (None) + input_13 = torch.nn.functional.batch_norm( + input_12, + l_self_modules_backbone_modules_2_modules_block_modules_1_modules_1_buffers_running_mean_, + l_self_modules_backbone_modules_2_modules_block_modules_1_modules_1_buffers_running_var_, + l_self_modules_backbone_modules_2_modules_block_modules_1_modules_1_parameters_weight_, + l_self_modules_backbone_modules_2_modules_block_modules_1_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_12 = l_self_modules_backbone_modules_2_modules_block_modules_1_modules_1_buffers_running_mean_ = l_self_modules_backbone_modules_2_modules_block_modules_1_modules_1_buffers_running_var_ = l_self_modules_backbone_modules_2_modules_block_modules_1_modules_1_parameters_weight_ = l_self_modules_backbone_modules_2_modules_block_modules_1_modules_1_parameters_bias_ = (None) + input_14 = torch.nn.functional.relu(input_13, inplace=True) + input_13 = None + input_15 = torch.conv2d( + input_14, + l_self_modules_backbone_modules_2_modules_block_modules_2_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + input_14 = l_self_modules_backbone_modules_2_modules_block_modules_2_modules_0_parameters_weight_ = (None) + input_16 = torch.nn.functional.batch_norm( + input_15, + l_self_modules_backbone_modules_2_modules_block_modules_2_modules_1_buffers_running_mean_, + l_self_modules_backbone_modules_2_modules_block_modules_2_modules_1_buffers_running_var_, + l_self_modules_backbone_modules_2_modules_block_modules_2_modules_1_parameters_weight_, + l_self_modules_backbone_modules_2_modules_block_modules_2_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_15 = l_self_modules_backbone_modules_2_modules_block_modules_2_modules_1_buffers_running_mean_ = l_self_modules_backbone_modules_2_modules_block_modules_2_modules_1_buffers_running_var_ = l_self_modules_backbone_modules_2_modules_block_modules_2_modules_1_parameters_weight_ = l_self_modules_backbone_modules_2_modules_block_modules_2_modules_1_parameters_bias_ = (None) + input_17 = torch.conv2d( + input_16, + l_self_modules_backbone_modules_3_modules_block_modules_0_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_backbone_modules_3_modules_block_modules_0_modules_0_parameters_weight_ = ( + None + ) + input_18 = torch.nn.functional.batch_norm( + input_17, + l_self_modules_backbone_modules_3_modules_block_modules_0_modules_1_buffers_running_mean_, + l_self_modules_backbone_modules_3_modules_block_modules_0_modules_1_buffers_running_var_, + l_self_modules_backbone_modules_3_modules_block_modules_0_modules_1_parameters_weight_, + l_self_modules_backbone_modules_3_modules_block_modules_0_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_17 = l_self_modules_backbone_modules_3_modules_block_modules_0_modules_1_buffers_running_mean_ = l_self_modules_backbone_modules_3_modules_block_modules_0_modules_1_buffers_running_var_ = l_self_modules_backbone_modules_3_modules_block_modules_0_modules_1_parameters_weight_ = l_self_modules_backbone_modules_3_modules_block_modules_0_modules_1_parameters_bias_ = (None) + input_19 = torch.nn.functional.relu(input_18, inplace=True) + input_18 = None + input_20 = torch.conv2d( + input_19, + l_self_modules_backbone_modules_3_modules_block_modules_1_modules_0_parameters_weight_, + None, + (1, 1), + (1, 1), + (1, 1), + 72, + ) + input_19 = l_self_modules_backbone_modules_3_modules_block_modules_1_modules_0_parameters_weight_ = (None) + input_21 = torch.nn.functional.batch_norm( + input_20, + l_self_modules_backbone_modules_3_modules_block_modules_1_modules_1_buffers_running_mean_, + l_self_modules_backbone_modules_3_modules_block_modules_1_modules_1_buffers_running_var_, + l_self_modules_backbone_modules_3_modules_block_modules_1_modules_1_parameters_weight_, + l_self_modules_backbone_modules_3_modules_block_modules_1_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_20 = l_self_modules_backbone_modules_3_modules_block_modules_1_modules_1_buffers_running_mean_ = l_self_modules_backbone_modules_3_modules_block_modules_1_modules_1_buffers_running_var_ = l_self_modules_backbone_modules_3_modules_block_modules_1_modules_1_parameters_weight_ = l_self_modules_backbone_modules_3_modules_block_modules_1_modules_1_parameters_bias_ = (None) + input_22 = torch.nn.functional.relu(input_21, inplace=True) + input_21 = None + input_23 = torch.conv2d( + input_22, + l_self_modules_backbone_modules_3_modules_block_modules_2_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + input_22 = l_self_modules_backbone_modules_3_modules_block_modules_2_modules_0_parameters_weight_ = (None) + input_24 = torch.nn.functional.batch_norm( + input_23, + l_self_modules_backbone_modules_3_modules_block_modules_2_modules_1_buffers_running_mean_, + l_self_modules_backbone_modules_3_modules_block_modules_2_modules_1_buffers_running_var_, + l_self_modules_backbone_modules_3_modules_block_modules_2_modules_1_parameters_weight_, + l_self_modules_backbone_modules_3_modules_block_modules_2_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_23 = l_self_modules_backbone_modules_3_modules_block_modules_2_modules_1_buffers_running_mean_ = l_self_modules_backbone_modules_3_modules_block_modules_2_modules_1_buffers_running_var_ = l_self_modules_backbone_modules_3_modules_block_modules_2_modules_1_parameters_weight_ = l_self_modules_backbone_modules_3_modules_block_modules_2_modules_1_parameters_bias_ = (None) + input_24 += input_16 + result_1 = input_24 + input_24 = input_16 = None + input_25 = torch.conv2d( + result_1, + l_self_modules_backbone_modules_4_modules_block_modules_0_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + result_1 = l_self_modules_backbone_modules_4_modules_block_modules_0_modules_0_parameters_weight_ = (None) + input_26 = torch.nn.functional.batch_norm( + input_25, + l_self_modules_backbone_modules_4_modules_block_modules_0_modules_1_buffers_running_mean_, + l_self_modules_backbone_modules_4_modules_block_modules_0_modules_1_buffers_running_var_, + l_self_modules_backbone_modules_4_modules_block_modules_0_modules_1_parameters_weight_, + l_self_modules_backbone_modules_4_modules_block_modules_0_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_25 = l_self_modules_backbone_modules_4_modules_block_modules_0_modules_1_buffers_running_mean_ = l_self_modules_backbone_modules_4_modules_block_modules_0_modules_1_buffers_running_var_ = l_self_modules_backbone_modules_4_modules_block_modules_0_modules_1_parameters_weight_ = l_self_modules_backbone_modules_4_modules_block_modules_0_modules_1_parameters_bias_ = (None) + input_27 = torch.nn.functional.relu(input_26, inplace=True) + input_26 = None + input_28 = torch.conv2d( + input_27, + l_self_modules_backbone_modules_4_modules_block_modules_1_modules_0_parameters_weight_, + None, + (2, 2), + (2, 2), + (1, 1), + 72, + ) + input_27 = l_self_modules_backbone_modules_4_modules_block_modules_1_modules_0_parameters_weight_ = (None) + input_29 = torch.nn.functional.batch_norm( + input_28, + l_self_modules_backbone_modules_4_modules_block_modules_1_modules_1_buffers_running_mean_, + l_self_modules_backbone_modules_4_modules_block_modules_1_modules_1_buffers_running_var_, + l_self_modules_backbone_modules_4_modules_block_modules_1_modules_1_parameters_weight_, + l_self_modules_backbone_modules_4_modules_block_modules_1_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_28 = l_self_modules_backbone_modules_4_modules_block_modules_1_modules_1_buffers_running_mean_ = l_self_modules_backbone_modules_4_modules_block_modules_1_modules_1_buffers_running_var_ = l_self_modules_backbone_modules_4_modules_block_modules_1_modules_1_parameters_weight_ = l_self_modules_backbone_modules_4_modules_block_modules_1_modules_1_parameters_bias_ = (None) + input_30 = torch.nn.functional.relu(input_29, inplace=True) + input_29 = None + scale = torch.nn.functional.adaptive_avg_pool2d(input_30, 1) + scale_1 = torch.conv2d( + scale, + l_self_modules_backbone_modules_4_modules_block_modules_2_modules_fc1_parameters_weight_, + l_self_modules_backbone_modules_4_modules_block_modules_2_modules_fc1_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale = l_self_modules_backbone_modules_4_modules_block_modules_2_modules_fc1_parameters_weight_ = l_self_modules_backbone_modules_4_modules_block_modules_2_modules_fc1_parameters_bias_ = (None) + scale_2 = torch.nn.functional.relu(scale_1, inplace=False) + scale_1 = None + scale_3 = torch.conv2d( + scale_2, + l_self_modules_backbone_modules_4_modules_block_modules_2_modules_fc2_parameters_weight_, + l_self_modules_backbone_modules_4_modules_block_modules_2_modules_fc2_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_2 = l_self_modules_backbone_modules_4_modules_block_modules_2_modules_fc2_parameters_weight_ = l_self_modules_backbone_modules_4_modules_block_modules_2_modules_fc2_parameters_bias_ = (None) + scale_4 = torch.nn.functional.hardsigmoid(scale_3, False) + scale_3 = None + input_31 = scale_4 * input_30 + scale_4 = input_30 = None + input_32 = torch.conv2d( + input_31, + l_self_modules_backbone_modules_4_modules_block_modules_3_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + input_31 = l_self_modules_backbone_modules_4_modules_block_modules_3_modules_0_parameters_weight_ = (None) + input_33 = torch.nn.functional.batch_norm( + input_32, + l_self_modules_backbone_modules_4_modules_block_modules_3_modules_1_buffers_running_mean_, + l_self_modules_backbone_modules_4_modules_block_modules_3_modules_1_buffers_running_var_, + l_self_modules_backbone_modules_4_modules_block_modules_3_modules_1_parameters_weight_, + l_self_modules_backbone_modules_4_modules_block_modules_3_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_32 = l_self_modules_backbone_modules_4_modules_block_modules_3_modules_1_buffers_running_mean_ = l_self_modules_backbone_modules_4_modules_block_modules_3_modules_1_buffers_running_var_ = l_self_modules_backbone_modules_4_modules_block_modules_3_modules_1_parameters_weight_ = l_self_modules_backbone_modules_4_modules_block_modules_3_modules_1_parameters_bias_ = (None) + input_34 = torch.conv2d( + input_33, + l_self_modules_backbone_modules_5_modules_block_modules_0_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_backbone_modules_5_modules_block_modules_0_modules_0_parameters_weight_ = ( + None + ) + input_35 = torch.nn.functional.batch_norm( + input_34, + l_self_modules_backbone_modules_5_modules_block_modules_0_modules_1_buffers_running_mean_, + l_self_modules_backbone_modules_5_modules_block_modules_0_modules_1_buffers_running_var_, + l_self_modules_backbone_modules_5_modules_block_modules_0_modules_1_parameters_weight_, + l_self_modules_backbone_modules_5_modules_block_modules_0_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_34 = l_self_modules_backbone_modules_5_modules_block_modules_0_modules_1_buffers_running_mean_ = l_self_modules_backbone_modules_5_modules_block_modules_0_modules_1_buffers_running_var_ = l_self_modules_backbone_modules_5_modules_block_modules_0_modules_1_parameters_weight_ = l_self_modules_backbone_modules_5_modules_block_modules_0_modules_1_parameters_bias_ = (None) + input_36 = torch.nn.functional.relu(input_35, inplace=True) + input_35 = None + input_37 = torch.conv2d( + input_36, + l_self_modules_backbone_modules_5_modules_block_modules_1_modules_0_parameters_weight_, + None, + (1, 1), + (2, 2), + (1, 1), + 120, + ) + input_36 = l_self_modules_backbone_modules_5_modules_block_modules_1_modules_0_parameters_weight_ = (None) + input_38 = torch.nn.functional.batch_norm( + input_37, + l_self_modules_backbone_modules_5_modules_block_modules_1_modules_1_buffers_running_mean_, + l_self_modules_backbone_modules_5_modules_block_modules_1_modules_1_buffers_running_var_, + l_self_modules_backbone_modules_5_modules_block_modules_1_modules_1_parameters_weight_, + l_self_modules_backbone_modules_5_modules_block_modules_1_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_37 = l_self_modules_backbone_modules_5_modules_block_modules_1_modules_1_buffers_running_mean_ = l_self_modules_backbone_modules_5_modules_block_modules_1_modules_1_buffers_running_var_ = l_self_modules_backbone_modules_5_modules_block_modules_1_modules_1_parameters_weight_ = l_self_modules_backbone_modules_5_modules_block_modules_1_modules_1_parameters_bias_ = (None) + input_39 = torch.nn.functional.relu(input_38, inplace=True) + input_38 = None + scale_5 = torch.nn.functional.adaptive_avg_pool2d(input_39, 1) + scale_6 = torch.conv2d( + scale_5, + l_self_modules_backbone_modules_5_modules_block_modules_2_modules_fc1_parameters_weight_, + l_self_modules_backbone_modules_5_modules_block_modules_2_modules_fc1_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_5 = l_self_modules_backbone_modules_5_modules_block_modules_2_modules_fc1_parameters_weight_ = l_self_modules_backbone_modules_5_modules_block_modules_2_modules_fc1_parameters_bias_ = (None) + scale_7 = torch.nn.functional.relu(scale_6, inplace=False) + scale_6 = None + scale_8 = torch.conv2d( + scale_7, + l_self_modules_backbone_modules_5_modules_block_modules_2_modules_fc2_parameters_weight_, + l_self_modules_backbone_modules_5_modules_block_modules_2_modules_fc2_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_7 = l_self_modules_backbone_modules_5_modules_block_modules_2_modules_fc2_parameters_weight_ = l_self_modules_backbone_modules_5_modules_block_modules_2_modules_fc2_parameters_bias_ = (None) + scale_9 = torch.nn.functional.hardsigmoid(scale_8, False) + scale_8 = None + input_40 = scale_9 * input_39 + scale_9 = input_39 = None + input_41 = torch.conv2d( + input_40, + l_self_modules_backbone_modules_5_modules_block_modules_3_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + input_40 = l_self_modules_backbone_modules_5_modules_block_modules_3_modules_0_parameters_weight_ = (None) + input_42 = torch.nn.functional.batch_norm( + input_41, + l_self_modules_backbone_modules_5_modules_block_modules_3_modules_1_buffers_running_mean_, + l_self_modules_backbone_modules_5_modules_block_modules_3_modules_1_buffers_running_var_, + l_self_modules_backbone_modules_5_modules_block_modules_3_modules_1_parameters_weight_, + l_self_modules_backbone_modules_5_modules_block_modules_3_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_41 = l_self_modules_backbone_modules_5_modules_block_modules_3_modules_1_buffers_running_mean_ = l_self_modules_backbone_modules_5_modules_block_modules_3_modules_1_buffers_running_var_ = l_self_modules_backbone_modules_5_modules_block_modules_3_modules_1_parameters_weight_ = l_self_modules_backbone_modules_5_modules_block_modules_3_modules_1_parameters_bias_ = (None) + input_42 += input_33 + result_2 = input_42 + input_42 = None + input_43 = torch.conv2d( + result_2, + l_self_modules_backbone_modules_6_modules_block_modules_0_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_backbone_modules_6_modules_block_modules_0_modules_0_parameters_weight_ = ( + None + ) + input_44 = torch.nn.functional.batch_norm( + input_43, + l_self_modules_backbone_modules_6_modules_block_modules_0_modules_1_buffers_running_mean_, + l_self_modules_backbone_modules_6_modules_block_modules_0_modules_1_buffers_running_var_, + l_self_modules_backbone_modules_6_modules_block_modules_0_modules_1_parameters_weight_, + l_self_modules_backbone_modules_6_modules_block_modules_0_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_43 = l_self_modules_backbone_modules_6_modules_block_modules_0_modules_1_buffers_running_mean_ = l_self_modules_backbone_modules_6_modules_block_modules_0_modules_1_buffers_running_var_ = l_self_modules_backbone_modules_6_modules_block_modules_0_modules_1_parameters_weight_ = l_self_modules_backbone_modules_6_modules_block_modules_0_modules_1_parameters_bias_ = (None) + input_45 = torch.nn.functional.relu(input_44, inplace=True) + input_44 = None + input_46 = torch.conv2d( + input_45, + l_self_modules_backbone_modules_6_modules_block_modules_1_modules_0_parameters_weight_, + None, + (1, 1), + (2, 2), + (1, 1), + 120, + ) + input_45 = l_self_modules_backbone_modules_6_modules_block_modules_1_modules_0_parameters_weight_ = (None) + input_47 = torch.nn.functional.batch_norm( + input_46, + l_self_modules_backbone_modules_6_modules_block_modules_1_modules_1_buffers_running_mean_, + l_self_modules_backbone_modules_6_modules_block_modules_1_modules_1_buffers_running_var_, + l_self_modules_backbone_modules_6_modules_block_modules_1_modules_1_parameters_weight_, + l_self_modules_backbone_modules_6_modules_block_modules_1_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_46 = l_self_modules_backbone_modules_6_modules_block_modules_1_modules_1_buffers_running_mean_ = l_self_modules_backbone_modules_6_modules_block_modules_1_modules_1_buffers_running_var_ = l_self_modules_backbone_modules_6_modules_block_modules_1_modules_1_parameters_weight_ = l_self_modules_backbone_modules_6_modules_block_modules_1_modules_1_parameters_bias_ = (None) + input_48 = torch.nn.functional.relu(input_47, inplace=True) + input_47 = None + scale_10 = torch.nn.functional.adaptive_avg_pool2d(input_48, 1) + scale_11 = torch.conv2d( + scale_10, + l_self_modules_backbone_modules_6_modules_block_modules_2_modules_fc1_parameters_weight_, + l_self_modules_backbone_modules_6_modules_block_modules_2_modules_fc1_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_10 = l_self_modules_backbone_modules_6_modules_block_modules_2_modules_fc1_parameters_weight_ = l_self_modules_backbone_modules_6_modules_block_modules_2_modules_fc1_parameters_bias_ = (None) + scale_12 = torch.nn.functional.relu(scale_11, inplace=False) + scale_11 = None + scale_13 = torch.conv2d( + scale_12, + l_self_modules_backbone_modules_6_modules_block_modules_2_modules_fc2_parameters_weight_, + l_self_modules_backbone_modules_6_modules_block_modules_2_modules_fc2_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_12 = l_self_modules_backbone_modules_6_modules_block_modules_2_modules_fc2_parameters_weight_ = l_self_modules_backbone_modules_6_modules_block_modules_2_modules_fc2_parameters_bias_ = (None) + scale_14 = torch.nn.functional.hardsigmoid(scale_13, False) + scale_13 = None + input_49 = scale_14 * input_48 + scale_14 = input_48 = None + input_50 = torch.conv2d( + input_49, + l_self_modules_backbone_modules_6_modules_block_modules_3_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + input_49 = l_self_modules_backbone_modules_6_modules_block_modules_3_modules_0_parameters_weight_ = (None) + input_51 = torch.nn.functional.batch_norm( + input_50, + l_self_modules_backbone_modules_6_modules_block_modules_3_modules_1_buffers_running_mean_, + l_self_modules_backbone_modules_6_modules_block_modules_3_modules_1_buffers_running_var_, + l_self_modules_backbone_modules_6_modules_block_modules_3_modules_1_parameters_weight_, + l_self_modules_backbone_modules_6_modules_block_modules_3_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_50 = l_self_modules_backbone_modules_6_modules_block_modules_3_modules_1_buffers_running_mean_ = l_self_modules_backbone_modules_6_modules_block_modules_3_modules_1_buffers_running_var_ = l_self_modules_backbone_modules_6_modules_block_modules_3_modules_1_parameters_weight_ = l_self_modules_backbone_modules_6_modules_block_modules_3_modules_1_parameters_bias_ = (None) + input_51 += result_2 + result_3 = input_51 + input_51 = result_2 = None + input_52 = torch.conv2d( + result_3, + l_self_modules_backbone_modules_7_modules_block_modules_0_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + result_3 = l_self_modules_backbone_modules_7_modules_block_modules_0_modules_0_parameters_weight_ = (None) + input_53 = torch.nn.functional.batch_norm( + input_52, + l_self_modules_backbone_modules_7_modules_block_modules_0_modules_1_buffers_running_mean_, + l_self_modules_backbone_modules_7_modules_block_modules_0_modules_1_buffers_running_var_, + l_self_modules_backbone_modules_7_modules_block_modules_0_modules_1_parameters_weight_, + l_self_modules_backbone_modules_7_modules_block_modules_0_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_52 = l_self_modules_backbone_modules_7_modules_block_modules_0_modules_1_buffers_running_mean_ = l_self_modules_backbone_modules_7_modules_block_modules_0_modules_1_buffers_running_var_ = l_self_modules_backbone_modules_7_modules_block_modules_0_modules_1_parameters_weight_ = l_self_modules_backbone_modules_7_modules_block_modules_0_modules_1_parameters_bias_ = (None) + input_54 = torch.nn.functional.hardswish(input_53, True) + input_53 = None + input_55 = torch.conv2d( + input_54, + l_self_modules_backbone_modules_7_modules_block_modules_1_modules_0_parameters_weight_, + None, + (2, 2), + (1, 1), + (1, 1), + 240, + ) + input_54 = l_self_modules_backbone_modules_7_modules_block_modules_1_modules_0_parameters_weight_ = (None) + input_56 = torch.nn.functional.batch_norm( + input_55, + l_self_modules_backbone_modules_7_modules_block_modules_1_modules_1_buffers_running_mean_, + l_self_modules_backbone_modules_7_modules_block_modules_1_modules_1_buffers_running_var_, + l_self_modules_backbone_modules_7_modules_block_modules_1_modules_1_parameters_weight_, + l_self_modules_backbone_modules_7_modules_block_modules_1_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_55 = l_self_modules_backbone_modules_7_modules_block_modules_1_modules_1_buffers_running_mean_ = l_self_modules_backbone_modules_7_modules_block_modules_1_modules_1_buffers_running_var_ = l_self_modules_backbone_modules_7_modules_block_modules_1_modules_1_parameters_weight_ = l_self_modules_backbone_modules_7_modules_block_modules_1_modules_1_parameters_bias_ = (None) + input_57 = torch.nn.functional.hardswish(input_56, True) + input_56 = None + input_58 = torch.conv2d( + input_57, + l_self_modules_backbone_modules_7_modules_block_modules_2_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + input_57 = l_self_modules_backbone_modules_7_modules_block_modules_2_modules_0_parameters_weight_ = (None) + input_59 = torch.nn.functional.batch_norm( + input_58, + l_self_modules_backbone_modules_7_modules_block_modules_2_modules_1_buffers_running_mean_, + l_self_modules_backbone_modules_7_modules_block_modules_2_modules_1_buffers_running_var_, + l_self_modules_backbone_modules_7_modules_block_modules_2_modules_1_parameters_weight_, + l_self_modules_backbone_modules_7_modules_block_modules_2_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_58 = l_self_modules_backbone_modules_7_modules_block_modules_2_modules_1_buffers_running_mean_ = l_self_modules_backbone_modules_7_modules_block_modules_2_modules_1_buffers_running_var_ = l_self_modules_backbone_modules_7_modules_block_modules_2_modules_1_parameters_weight_ = l_self_modules_backbone_modules_7_modules_block_modules_2_modules_1_parameters_bias_ = (None) + input_60 = torch.conv2d( + input_59, + l_self_modules_backbone_modules_8_modules_block_modules_0_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_backbone_modules_8_modules_block_modules_0_modules_0_parameters_weight_ = ( + None + ) + input_61 = torch.nn.functional.batch_norm( + input_60, + l_self_modules_backbone_modules_8_modules_block_modules_0_modules_1_buffers_running_mean_, + l_self_modules_backbone_modules_8_modules_block_modules_0_modules_1_buffers_running_var_, + l_self_modules_backbone_modules_8_modules_block_modules_0_modules_1_parameters_weight_, + l_self_modules_backbone_modules_8_modules_block_modules_0_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_60 = l_self_modules_backbone_modules_8_modules_block_modules_0_modules_1_buffers_running_mean_ = l_self_modules_backbone_modules_8_modules_block_modules_0_modules_1_buffers_running_var_ = l_self_modules_backbone_modules_8_modules_block_modules_0_modules_1_parameters_weight_ = l_self_modules_backbone_modules_8_modules_block_modules_0_modules_1_parameters_bias_ = (None) + input_62 = torch.nn.functional.hardswish(input_61, True) + input_61 = None + input_63 = torch.conv2d( + input_62, + l_self_modules_backbone_modules_8_modules_block_modules_1_modules_0_parameters_weight_, + None, + (1, 1), + (1, 1), + (1, 1), + 200, + ) + input_62 = l_self_modules_backbone_modules_8_modules_block_modules_1_modules_0_parameters_weight_ = (None) + input_64 = torch.nn.functional.batch_norm( + input_63, + l_self_modules_backbone_modules_8_modules_block_modules_1_modules_1_buffers_running_mean_, + l_self_modules_backbone_modules_8_modules_block_modules_1_modules_1_buffers_running_var_, + l_self_modules_backbone_modules_8_modules_block_modules_1_modules_1_parameters_weight_, + l_self_modules_backbone_modules_8_modules_block_modules_1_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_63 = l_self_modules_backbone_modules_8_modules_block_modules_1_modules_1_buffers_running_mean_ = l_self_modules_backbone_modules_8_modules_block_modules_1_modules_1_buffers_running_var_ = l_self_modules_backbone_modules_8_modules_block_modules_1_modules_1_parameters_weight_ = l_self_modules_backbone_modules_8_modules_block_modules_1_modules_1_parameters_bias_ = (None) + input_65 = torch.nn.functional.hardswish(input_64, True) + input_64 = None + input_66 = torch.conv2d( + input_65, + l_self_modules_backbone_modules_8_modules_block_modules_2_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + input_65 = l_self_modules_backbone_modules_8_modules_block_modules_2_modules_0_parameters_weight_ = (None) + input_67 = torch.nn.functional.batch_norm( + input_66, + l_self_modules_backbone_modules_8_modules_block_modules_2_modules_1_buffers_running_mean_, + l_self_modules_backbone_modules_8_modules_block_modules_2_modules_1_buffers_running_var_, + l_self_modules_backbone_modules_8_modules_block_modules_2_modules_1_parameters_weight_, + l_self_modules_backbone_modules_8_modules_block_modules_2_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_66 = l_self_modules_backbone_modules_8_modules_block_modules_2_modules_1_buffers_running_mean_ = l_self_modules_backbone_modules_8_modules_block_modules_2_modules_1_buffers_running_var_ = l_self_modules_backbone_modules_8_modules_block_modules_2_modules_1_parameters_weight_ = l_self_modules_backbone_modules_8_modules_block_modules_2_modules_1_parameters_bias_ = (None) + input_67 += input_59 + result_4 = input_67 + input_67 = input_59 = None + input_68 = torch.conv2d( + result_4, + l_self_modules_backbone_modules_9_modules_block_modules_0_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_backbone_modules_9_modules_block_modules_0_modules_0_parameters_weight_ = ( + None + ) + input_69 = torch.nn.functional.batch_norm( + input_68, + l_self_modules_backbone_modules_9_modules_block_modules_0_modules_1_buffers_running_mean_, + l_self_modules_backbone_modules_9_modules_block_modules_0_modules_1_buffers_running_var_, + l_self_modules_backbone_modules_9_modules_block_modules_0_modules_1_parameters_weight_, + l_self_modules_backbone_modules_9_modules_block_modules_0_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_68 = l_self_modules_backbone_modules_9_modules_block_modules_0_modules_1_buffers_running_mean_ = l_self_modules_backbone_modules_9_modules_block_modules_0_modules_1_buffers_running_var_ = l_self_modules_backbone_modules_9_modules_block_modules_0_modules_1_parameters_weight_ = l_self_modules_backbone_modules_9_modules_block_modules_0_modules_1_parameters_bias_ = (None) + input_70 = torch.nn.functional.hardswish(input_69, True) + input_69 = None + input_71 = torch.conv2d( + input_70, + l_self_modules_backbone_modules_9_modules_block_modules_1_modules_0_parameters_weight_, + None, + (1, 1), + (1, 1), + (1, 1), + 184, + ) + input_70 = l_self_modules_backbone_modules_9_modules_block_modules_1_modules_0_parameters_weight_ = (None) + input_72 = torch.nn.functional.batch_norm( + input_71, + l_self_modules_backbone_modules_9_modules_block_modules_1_modules_1_buffers_running_mean_, + l_self_modules_backbone_modules_9_modules_block_modules_1_modules_1_buffers_running_var_, + l_self_modules_backbone_modules_9_modules_block_modules_1_modules_1_parameters_weight_, + l_self_modules_backbone_modules_9_modules_block_modules_1_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_71 = l_self_modules_backbone_modules_9_modules_block_modules_1_modules_1_buffers_running_mean_ = l_self_modules_backbone_modules_9_modules_block_modules_1_modules_1_buffers_running_var_ = l_self_modules_backbone_modules_9_modules_block_modules_1_modules_1_parameters_weight_ = l_self_modules_backbone_modules_9_modules_block_modules_1_modules_1_parameters_bias_ = (None) + input_73 = torch.nn.functional.hardswish(input_72, True) + input_72 = None + input_74 = torch.conv2d( + input_73, + l_self_modules_backbone_modules_9_modules_block_modules_2_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + input_73 = l_self_modules_backbone_modules_9_modules_block_modules_2_modules_0_parameters_weight_ = (None) + input_75 = torch.nn.functional.batch_norm( + input_74, + l_self_modules_backbone_modules_9_modules_block_modules_2_modules_1_buffers_running_mean_, + l_self_modules_backbone_modules_9_modules_block_modules_2_modules_1_buffers_running_var_, + l_self_modules_backbone_modules_9_modules_block_modules_2_modules_1_parameters_weight_, + l_self_modules_backbone_modules_9_modules_block_modules_2_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_74 = l_self_modules_backbone_modules_9_modules_block_modules_2_modules_1_buffers_running_mean_ = l_self_modules_backbone_modules_9_modules_block_modules_2_modules_1_buffers_running_var_ = l_self_modules_backbone_modules_9_modules_block_modules_2_modules_1_parameters_weight_ = l_self_modules_backbone_modules_9_modules_block_modules_2_modules_1_parameters_bias_ = (None) + input_75 += result_4 + result_5 = input_75 + input_75 = result_4 = None + input_76 = torch.conv2d( + result_5, + l_self_modules_backbone_modules_10_modules_block_modules_0_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_backbone_modules_10_modules_block_modules_0_modules_0_parameters_weight_ = ( + None + ) + input_77 = torch.nn.functional.batch_norm( + input_76, + l_self_modules_backbone_modules_10_modules_block_modules_0_modules_1_buffers_running_mean_, + l_self_modules_backbone_modules_10_modules_block_modules_0_modules_1_buffers_running_var_, + l_self_modules_backbone_modules_10_modules_block_modules_0_modules_1_parameters_weight_, + l_self_modules_backbone_modules_10_modules_block_modules_0_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_76 = l_self_modules_backbone_modules_10_modules_block_modules_0_modules_1_buffers_running_mean_ = l_self_modules_backbone_modules_10_modules_block_modules_0_modules_1_buffers_running_var_ = l_self_modules_backbone_modules_10_modules_block_modules_0_modules_1_parameters_weight_ = l_self_modules_backbone_modules_10_modules_block_modules_0_modules_1_parameters_bias_ = (None) + input_78 = torch.nn.functional.hardswish(input_77, True) + input_77 = None + input_79 = torch.conv2d( + input_78, + l_self_modules_backbone_modules_10_modules_block_modules_1_modules_0_parameters_weight_, + None, + (1, 1), + (1, 1), + (1, 1), + 184, + ) + input_78 = l_self_modules_backbone_modules_10_modules_block_modules_1_modules_0_parameters_weight_ = (None) + input_80 = torch.nn.functional.batch_norm( + input_79, + l_self_modules_backbone_modules_10_modules_block_modules_1_modules_1_buffers_running_mean_, + l_self_modules_backbone_modules_10_modules_block_modules_1_modules_1_buffers_running_var_, + l_self_modules_backbone_modules_10_modules_block_modules_1_modules_1_parameters_weight_, + l_self_modules_backbone_modules_10_modules_block_modules_1_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_79 = l_self_modules_backbone_modules_10_modules_block_modules_1_modules_1_buffers_running_mean_ = l_self_modules_backbone_modules_10_modules_block_modules_1_modules_1_buffers_running_var_ = l_self_modules_backbone_modules_10_modules_block_modules_1_modules_1_parameters_weight_ = l_self_modules_backbone_modules_10_modules_block_modules_1_modules_1_parameters_bias_ = (None) + input_81 = torch.nn.functional.hardswish(input_80, True) + input_80 = None + input_82 = torch.conv2d( + input_81, + l_self_modules_backbone_modules_10_modules_block_modules_2_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + input_81 = l_self_modules_backbone_modules_10_modules_block_modules_2_modules_0_parameters_weight_ = (None) + input_83 = torch.nn.functional.batch_norm( + input_82, + l_self_modules_backbone_modules_10_modules_block_modules_2_modules_1_buffers_running_mean_, + l_self_modules_backbone_modules_10_modules_block_modules_2_modules_1_buffers_running_var_, + l_self_modules_backbone_modules_10_modules_block_modules_2_modules_1_parameters_weight_, + l_self_modules_backbone_modules_10_modules_block_modules_2_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_82 = l_self_modules_backbone_modules_10_modules_block_modules_2_modules_1_buffers_running_mean_ = l_self_modules_backbone_modules_10_modules_block_modules_2_modules_1_buffers_running_var_ = l_self_modules_backbone_modules_10_modules_block_modules_2_modules_1_parameters_weight_ = l_self_modules_backbone_modules_10_modules_block_modules_2_modules_1_parameters_bias_ = (None) + input_83 += result_5 + result_6 = input_83 + input_83 = result_5 = None + input_84 = torch.conv2d( + result_6, + l_self_modules_backbone_modules_11_modules_block_modules_0_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + result_6 = l_self_modules_backbone_modules_11_modules_block_modules_0_modules_0_parameters_weight_ = (None) + input_85 = torch.nn.functional.batch_norm( + input_84, + l_self_modules_backbone_modules_11_modules_block_modules_0_modules_1_buffers_running_mean_, + l_self_modules_backbone_modules_11_modules_block_modules_0_modules_1_buffers_running_var_, + l_self_modules_backbone_modules_11_modules_block_modules_0_modules_1_parameters_weight_, + l_self_modules_backbone_modules_11_modules_block_modules_0_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_84 = l_self_modules_backbone_modules_11_modules_block_modules_0_modules_1_buffers_running_mean_ = l_self_modules_backbone_modules_11_modules_block_modules_0_modules_1_buffers_running_var_ = l_self_modules_backbone_modules_11_modules_block_modules_0_modules_1_parameters_weight_ = l_self_modules_backbone_modules_11_modules_block_modules_0_modules_1_parameters_bias_ = (None) + input_86 = torch.nn.functional.hardswish(input_85, True) + input_85 = None + input_87 = torch.conv2d( + input_86, + l_self_modules_backbone_modules_11_modules_block_modules_1_modules_0_parameters_weight_, + None, + (1, 1), + (1, 1), + (1, 1), + 480, + ) + input_86 = l_self_modules_backbone_modules_11_modules_block_modules_1_modules_0_parameters_weight_ = (None) + input_88 = torch.nn.functional.batch_norm( + input_87, + l_self_modules_backbone_modules_11_modules_block_modules_1_modules_1_buffers_running_mean_, + l_self_modules_backbone_modules_11_modules_block_modules_1_modules_1_buffers_running_var_, + l_self_modules_backbone_modules_11_modules_block_modules_1_modules_1_parameters_weight_, + l_self_modules_backbone_modules_11_modules_block_modules_1_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_87 = l_self_modules_backbone_modules_11_modules_block_modules_1_modules_1_buffers_running_mean_ = l_self_modules_backbone_modules_11_modules_block_modules_1_modules_1_buffers_running_var_ = l_self_modules_backbone_modules_11_modules_block_modules_1_modules_1_parameters_weight_ = l_self_modules_backbone_modules_11_modules_block_modules_1_modules_1_parameters_bias_ = (None) + input_89 = torch.nn.functional.hardswish(input_88, True) + input_88 = None + scale_15 = torch.nn.functional.adaptive_avg_pool2d(input_89, 1) + scale_16 = torch.conv2d( + scale_15, + l_self_modules_backbone_modules_11_modules_block_modules_2_modules_fc1_parameters_weight_, + l_self_modules_backbone_modules_11_modules_block_modules_2_modules_fc1_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_15 = l_self_modules_backbone_modules_11_modules_block_modules_2_modules_fc1_parameters_weight_ = l_self_modules_backbone_modules_11_modules_block_modules_2_modules_fc1_parameters_bias_ = (None) + scale_17 = torch.nn.functional.relu(scale_16, inplace=False) + scale_16 = None + scale_18 = torch.conv2d( + scale_17, + l_self_modules_backbone_modules_11_modules_block_modules_2_modules_fc2_parameters_weight_, + l_self_modules_backbone_modules_11_modules_block_modules_2_modules_fc2_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_17 = l_self_modules_backbone_modules_11_modules_block_modules_2_modules_fc2_parameters_weight_ = l_self_modules_backbone_modules_11_modules_block_modules_2_modules_fc2_parameters_bias_ = (None) + scale_19 = torch.nn.functional.hardsigmoid(scale_18, False) + scale_18 = None + input_90 = scale_19 * input_89 + scale_19 = input_89 = None + input_91 = torch.conv2d( + input_90, + l_self_modules_backbone_modules_11_modules_block_modules_3_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + input_90 = l_self_modules_backbone_modules_11_modules_block_modules_3_modules_0_parameters_weight_ = (None) + input_92 = torch.nn.functional.batch_norm( + input_91, + l_self_modules_backbone_modules_11_modules_block_modules_3_modules_1_buffers_running_mean_, + l_self_modules_backbone_modules_11_modules_block_modules_3_modules_1_buffers_running_var_, + l_self_modules_backbone_modules_11_modules_block_modules_3_modules_1_parameters_weight_, + l_self_modules_backbone_modules_11_modules_block_modules_3_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_91 = l_self_modules_backbone_modules_11_modules_block_modules_3_modules_1_buffers_running_mean_ = l_self_modules_backbone_modules_11_modules_block_modules_3_modules_1_buffers_running_var_ = l_self_modules_backbone_modules_11_modules_block_modules_3_modules_1_parameters_weight_ = l_self_modules_backbone_modules_11_modules_block_modules_3_modules_1_parameters_bias_ = (None) + input_93 = torch.conv2d( + input_92, + l_self_modules_backbone_modules_12_modules_block_modules_0_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_backbone_modules_12_modules_block_modules_0_modules_0_parameters_weight_ = ( + None + ) + input_94 = torch.nn.functional.batch_norm( + input_93, + l_self_modules_backbone_modules_12_modules_block_modules_0_modules_1_buffers_running_mean_, + l_self_modules_backbone_modules_12_modules_block_modules_0_modules_1_buffers_running_var_, + l_self_modules_backbone_modules_12_modules_block_modules_0_modules_1_parameters_weight_, + l_self_modules_backbone_modules_12_modules_block_modules_0_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_93 = l_self_modules_backbone_modules_12_modules_block_modules_0_modules_1_buffers_running_mean_ = l_self_modules_backbone_modules_12_modules_block_modules_0_modules_1_buffers_running_var_ = l_self_modules_backbone_modules_12_modules_block_modules_0_modules_1_parameters_weight_ = l_self_modules_backbone_modules_12_modules_block_modules_0_modules_1_parameters_bias_ = (None) + input_95 = torch.nn.functional.hardswish(input_94, True) + input_94 = None + input_96 = torch.conv2d( + input_95, + l_self_modules_backbone_modules_12_modules_block_modules_1_modules_0_parameters_weight_, + None, + (1, 1), + (1, 1), + (1, 1), + 672, + ) + input_95 = l_self_modules_backbone_modules_12_modules_block_modules_1_modules_0_parameters_weight_ = (None) + input_97 = torch.nn.functional.batch_norm( + input_96, + l_self_modules_backbone_modules_12_modules_block_modules_1_modules_1_buffers_running_mean_, + l_self_modules_backbone_modules_12_modules_block_modules_1_modules_1_buffers_running_var_, + l_self_modules_backbone_modules_12_modules_block_modules_1_modules_1_parameters_weight_, + l_self_modules_backbone_modules_12_modules_block_modules_1_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_96 = l_self_modules_backbone_modules_12_modules_block_modules_1_modules_1_buffers_running_mean_ = l_self_modules_backbone_modules_12_modules_block_modules_1_modules_1_buffers_running_var_ = l_self_modules_backbone_modules_12_modules_block_modules_1_modules_1_parameters_weight_ = l_self_modules_backbone_modules_12_modules_block_modules_1_modules_1_parameters_bias_ = (None) + input_98 = torch.nn.functional.hardswish(input_97, True) + input_97 = None + scale_20 = torch.nn.functional.adaptive_avg_pool2d(input_98, 1) + scale_21 = torch.conv2d( + scale_20, + l_self_modules_backbone_modules_12_modules_block_modules_2_modules_fc1_parameters_weight_, + l_self_modules_backbone_modules_12_modules_block_modules_2_modules_fc1_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_20 = l_self_modules_backbone_modules_12_modules_block_modules_2_modules_fc1_parameters_weight_ = l_self_modules_backbone_modules_12_modules_block_modules_2_modules_fc1_parameters_bias_ = (None) + scale_22 = torch.nn.functional.relu(scale_21, inplace=False) + scale_21 = None + scale_23 = torch.conv2d( + scale_22, + l_self_modules_backbone_modules_12_modules_block_modules_2_modules_fc2_parameters_weight_, + l_self_modules_backbone_modules_12_modules_block_modules_2_modules_fc2_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_22 = l_self_modules_backbone_modules_12_modules_block_modules_2_modules_fc2_parameters_weight_ = l_self_modules_backbone_modules_12_modules_block_modules_2_modules_fc2_parameters_bias_ = (None) + scale_24 = torch.nn.functional.hardsigmoid(scale_23, False) + scale_23 = None + input_99 = scale_24 * input_98 + scale_24 = input_98 = None + input_100 = torch.conv2d( + input_99, + l_self_modules_backbone_modules_12_modules_block_modules_3_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + input_99 = l_self_modules_backbone_modules_12_modules_block_modules_3_modules_0_parameters_weight_ = (None) + input_101 = torch.nn.functional.batch_norm( + input_100, + l_self_modules_backbone_modules_12_modules_block_modules_3_modules_1_buffers_running_mean_, + l_self_modules_backbone_modules_12_modules_block_modules_3_modules_1_buffers_running_var_, + l_self_modules_backbone_modules_12_modules_block_modules_3_modules_1_parameters_weight_, + l_self_modules_backbone_modules_12_modules_block_modules_3_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_100 = l_self_modules_backbone_modules_12_modules_block_modules_3_modules_1_buffers_running_mean_ = l_self_modules_backbone_modules_12_modules_block_modules_3_modules_1_buffers_running_var_ = l_self_modules_backbone_modules_12_modules_block_modules_3_modules_1_parameters_weight_ = l_self_modules_backbone_modules_12_modules_block_modules_3_modules_1_parameters_bias_ = (None) + input_101 += input_92 + result_7 = input_101 + input_101 = input_92 = None + input_102 = torch.conv2d( + result_7, + l_self_modules_backbone_modules_13_modules_block_modules_0_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + result_7 = l_self_modules_backbone_modules_13_modules_block_modules_0_modules_0_parameters_weight_ = (None) + input_103 = torch.nn.functional.batch_norm( + input_102, + l_self_modules_backbone_modules_13_modules_block_modules_0_modules_1_buffers_running_mean_, + l_self_modules_backbone_modules_13_modules_block_modules_0_modules_1_buffers_running_var_, + l_self_modules_backbone_modules_13_modules_block_modules_0_modules_1_parameters_weight_, + l_self_modules_backbone_modules_13_modules_block_modules_0_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_102 = l_self_modules_backbone_modules_13_modules_block_modules_0_modules_1_buffers_running_mean_ = l_self_modules_backbone_modules_13_modules_block_modules_0_modules_1_buffers_running_var_ = l_self_modules_backbone_modules_13_modules_block_modules_0_modules_1_parameters_weight_ = l_self_modules_backbone_modules_13_modules_block_modules_0_modules_1_parameters_bias_ = (None) + input_104 = torch.nn.functional.hardswish(input_103, True) + input_103 = None + input_105 = torch.conv2d( + input_104, + l_self_modules_backbone_modules_13_modules_block_modules_1_modules_0_parameters_weight_, + None, + (1, 1), + (4, 4), + (2, 2), + 672, + ) + input_104 = l_self_modules_backbone_modules_13_modules_block_modules_1_modules_0_parameters_weight_ = (None) + input_106 = torch.nn.functional.batch_norm( + input_105, + l_self_modules_backbone_modules_13_modules_block_modules_1_modules_1_buffers_running_mean_, + l_self_modules_backbone_modules_13_modules_block_modules_1_modules_1_buffers_running_var_, + l_self_modules_backbone_modules_13_modules_block_modules_1_modules_1_parameters_weight_, + l_self_modules_backbone_modules_13_modules_block_modules_1_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_105 = l_self_modules_backbone_modules_13_modules_block_modules_1_modules_1_buffers_running_mean_ = l_self_modules_backbone_modules_13_modules_block_modules_1_modules_1_buffers_running_var_ = l_self_modules_backbone_modules_13_modules_block_modules_1_modules_1_parameters_weight_ = l_self_modules_backbone_modules_13_modules_block_modules_1_modules_1_parameters_bias_ = (None) + input_107 = torch.nn.functional.hardswish(input_106, True) + input_106 = None + scale_25 = torch.nn.functional.adaptive_avg_pool2d(input_107, 1) + scale_26 = torch.conv2d( + scale_25, + l_self_modules_backbone_modules_13_modules_block_modules_2_modules_fc1_parameters_weight_, + l_self_modules_backbone_modules_13_modules_block_modules_2_modules_fc1_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_25 = l_self_modules_backbone_modules_13_modules_block_modules_2_modules_fc1_parameters_weight_ = l_self_modules_backbone_modules_13_modules_block_modules_2_modules_fc1_parameters_bias_ = (None) + scale_27 = torch.nn.functional.relu(scale_26, inplace=False) + scale_26 = None + scale_28 = torch.conv2d( + scale_27, + l_self_modules_backbone_modules_13_modules_block_modules_2_modules_fc2_parameters_weight_, + l_self_modules_backbone_modules_13_modules_block_modules_2_modules_fc2_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_27 = l_self_modules_backbone_modules_13_modules_block_modules_2_modules_fc2_parameters_weight_ = l_self_modules_backbone_modules_13_modules_block_modules_2_modules_fc2_parameters_bias_ = (None) + scale_29 = torch.nn.functional.hardsigmoid(scale_28, False) + scale_28 = None + input_108 = scale_29 * input_107 + scale_29 = input_107 = None + input_109 = torch.conv2d( + input_108, + l_self_modules_backbone_modules_13_modules_block_modules_3_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + input_108 = l_self_modules_backbone_modules_13_modules_block_modules_3_modules_0_parameters_weight_ = (None) + input_110 = torch.nn.functional.batch_norm( + input_109, + l_self_modules_backbone_modules_13_modules_block_modules_3_modules_1_buffers_running_mean_, + l_self_modules_backbone_modules_13_modules_block_modules_3_modules_1_buffers_running_var_, + l_self_modules_backbone_modules_13_modules_block_modules_3_modules_1_parameters_weight_, + l_self_modules_backbone_modules_13_modules_block_modules_3_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_109 = l_self_modules_backbone_modules_13_modules_block_modules_3_modules_1_buffers_running_mean_ = l_self_modules_backbone_modules_13_modules_block_modules_3_modules_1_buffers_running_var_ = l_self_modules_backbone_modules_13_modules_block_modules_3_modules_1_parameters_weight_ = l_self_modules_backbone_modules_13_modules_block_modules_3_modules_1_parameters_bias_ = (None) + input_111 = torch.conv2d( + input_110, + l_self_modules_backbone_modules_14_modules_block_modules_0_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_backbone_modules_14_modules_block_modules_0_modules_0_parameters_weight_ = ( + None + ) + input_112 = torch.nn.functional.batch_norm( + input_111, + l_self_modules_backbone_modules_14_modules_block_modules_0_modules_1_buffers_running_mean_, + l_self_modules_backbone_modules_14_modules_block_modules_0_modules_1_buffers_running_var_, + l_self_modules_backbone_modules_14_modules_block_modules_0_modules_1_parameters_weight_, + l_self_modules_backbone_modules_14_modules_block_modules_0_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_111 = l_self_modules_backbone_modules_14_modules_block_modules_0_modules_1_buffers_running_mean_ = l_self_modules_backbone_modules_14_modules_block_modules_0_modules_1_buffers_running_var_ = l_self_modules_backbone_modules_14_modules_block_modules_0_modules_1_parameters_weight_ = l_self_modules_backbone_modules_14_modules_block_modules_0_modules_1_parameters_bias_ = (None) + input_113 = torch.nn.functional.hardswish(input_112, True) + input_112 = None + input_114 = torch.conv2d( + input_113, + l_self_modules_backbone_modules_14_modules_block_modules_1_modules_0_parameters_weight_, + None, + (1, 1), + (4, 4), + (2, 2), + 960, + ) + input_113 = l_self_modules_backbone_modules_14_modules_block_modules_1_modules_0_parameters_weight_ = (None) + input_115 = torch.nn.functional.batch_norm( + input_114, + l_self_modules_backbone_modules_14_modules_block_modules_1_modules_1_buffers_running_mean_, + l_self_modules_backbone_modules_14_modules_block_modules_1_modules_1_buffers_running_var_, + l_self_modules_backbone_modules_14_modules_block_modules_1_modules_1_parameters_weight_, + l_self_modules_backbone_modules_14_modules_block_modules_1_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_114 = l_self_modules_backbone_modules_14_modules_block_modules_1_modules_1_buffers_running_mean_ = l_self_modules_backbone_modules_14_modules_block_modules_1_modules_1_buffers_running_var_ = l_self_modules_backbone_modules_14_modules_block_modules_1_modules_1_parameters_weight_ = l_self_modules_backbone_modules_14_modules_block_modules_1_modules_1_parameters_bias_ = (None) + input_116 = torch.nn.functional.hardswish(input_115, True) + input_115 = None + scale_30 = torch.nn.functional.adaptive_avg_pool2d(input_116, 1) + scale_31 = torch.conv2d( + scale_30, + l_self_modules_backbone_modules_14_modules_block_modules_2_modules_fc1_parameters_weight_, + l_self_modules_backbone_modules_14_modules_block_modules_2_modules_fc1_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_30 = l_self_modules_backbone_modules_14_modules_block_modules_2_modules_fc1_parameters_weight_ = l_self_modules_backbone_modules_14_modules_block_modules_2_modules_fc1_parameters_bias_ = (None) + scale_32 = torch.nn.functional.relu(scale_31, inplace=False) + scale_31 = None + scale_33 = torch.conv2d( + scale_32, + l_self_modules_backbone_modules_14_modules_block_modules_2_modules_fc2_parameters_weight_, + l_self_modules_backbone_modules_14_modules_block_modules_2_modules_fc2_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_32 = l_self_modules_backbone_modules_14_modules_block_modules_2_modules_fc2_parameters_weight_ = l_self_modules_backbone_modules_14_modules_block_modules_2_modules_fc2_parameters_bias_ = (None) + scale_34 = torch.nn.functional.hardsigmoid(scale_33, False) + scale_33 = None + input_117 = scale_34 * input_116 + scale_34 = input_116 = None + input_118 = torch.conv2d( + input_117, + l_self_modules_backbone_modules_14_modules_block_modules_3_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + input_117 = l_self_modules_backbone_modules_14_modules_block_modules_3_modules_0_parameters_weight_ = (None) + input_119 = torch.nn.functional.batch_norm( + input_118, + l_self_modules_backbone_modules_14_modules_block_modules_3_modules_1_buffers_running_mean_, + l_self_modules_backbone_modules_14_modules_block_modules_3_modules_1_buffers_running_var_, + l_self_modules_backbone_modules_14_modules_block_modules_3_modules_1_parameters_weight_, + l_self_modules_backbone_modules_14_modules_block_modules_3_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_118 = l_self_modules_backbone_modules_14_modules_block_modules_3_modules_1_buffers_running_mean_ = l_self_modules_backbone_modules_14_modules_block_modules_3_modules_1_buffers_running_var_ = l_self_modules_backbone_modules_14_modules_block_modules_3_modules_1_parameters_weight_ = l_self_modules_backbone_modules_14_modules_block_modules_3_modules_1_parameters_bias_ = (None) + input_119 += input_110 + result_8 = input_119 + input_119 = input_110 = None + input_120 = torch.conv2d( + result_8, + l_self_modules_backbone_modules_15_modules_block_modules_0_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_backbone_modules_15_modules_block_modules_0_modules_0_parameters_weight_ = ( + None + ) + input_121 = torch.nn.functional.batch_norm( + input_120, + l_self_modules_backbone_modules_15_modules_block_modules_0_modules_1_buffers_running_mean_, + l_self_modules_backbone_modules_15_modules_block_modules_0_modules_1_buffers_running_var_, + l_self_modules_backbone_modules_15_modules_block_modules_0_modules_1_parameters_weight_, + l_self_modules_backbone_modules_15_modules_block_modules_0_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_120 = l_self_modules_backbone_modules_15_modules_block_modules_0_modules_1_buffers_running_mean_ = l_self_modules_backbone_modules_15_modules_block_modules_0_modules_1_buffers_running_var_ = l_self_modules_backbone_modules_15_modules_block_modules_0_modules_1_parameters_weight_ = l_self_modules_backbone_modules_15_modules_block_modules_0_modules_1_parameters_bias_ = (None) + input_122 = torch.nn.functional.hardswish(input_121, True) + input_121 = None + input_123 = torch.conv2d( + input_122, + l_self_modules_backbone_modules_15_modules_block_modules_1_modules_0_parameters_weight_, + None, + (1, 1), + (4, 4), + (2, 2), + 960, + ) + input_122 = l_self_modules_backbone_modules_15_modules_block_modules_1_modules_0_parameters_weight_ = (None) + input_124 = torch.nn.functional.batch_norm( + input_123, + l_self_modules_backbone_modules_15_modules_block_modules_1_modules_1_buffers_running_mean_, + l_self_modules_backbone_modules_15_modules_block_modules_1_modules_1_buffers_running_var_, + l_self_modules_backbone_modules_15_modules_block_modules_1_modules_1_parameters_weight_, + l_self_modules_backbone_modules_15_modules_block_modules_1_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_123 = l_self_modules_backbone_modules_15_modules_block_modules_1_modules_1_buffers_running_mean_ = l_self_modules_backbone_modules_15_modules_block_modules_1_modules_1_buffers_running_var_ = l_self_modules_backbone_modules_15_modules_block_modules_1_modules_1_parameters_weight_ = l_self_modules_backbone_modules_15_modules_block_modules_1_modules_1_parameters_bias_ = (None) + input_125 = torch.nn.functional.hardswish(input_124, True) + input_124 = None + scale_35 = torch.nn.functional.adaptive_avg_pool2d(input_125, 1) + scale_36 = torch.conv2d( + scale_35, + l_self_modules_backbone_modules_15_modules_block_modules_2_modules_fc1_parameters_weight_, + l_self_modules_backbone_modules_15_modules_block_modules_2_modules_fc1_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_35 = l_self_modules_backbone_modules_15_modules_block_modules_2_modules_fc1_parameters_weight_ = l_self_modules_backbone_modules_15_modules_block_modules_2_modules_fc1_parameters_bias_ = (None) + scale_37 = torch.nn.functional.relu(scale_36, inplace=False) + scale_36 = None + scale_38 = torch.conv2d( + scale_37, + l_self_modules_backbone_modules_15_modules_block_modules_2_modules_fc2_parameters_weight_, + l_self_modules_backbone_modules_15_modules_block_modules_2_modules_fc2_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_37 = l_self_modules_backbone_modules_15_modules_block_modules_2_modules_fc2_parameters_weight_ = l_self_modules_backbone_modules_15_modules_block_modules_2_modules_fc2_parameters_bias_ = (None) + scale_39 = torch.nn.functional.hardsigmoid(scale_38, False) + scale_38 = None + input_126 = scale_39 * input_125 + scale_39 = input_125 = None + input_127 = torch.conv2d( + input_126, + l_self_modules_backbone_modules_15_modules_block_modules_3_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + input_126 = l_self_modules_backbone_modules_15_modules_block_modules_3_modules_0_parameters_weight_ = (None) + input_128 = torch.nn.functional.batch_norm( + input_127, + l_self_modules_backbone_modules_15_modules_block_modules_3_modules_1_buffers_running_mean_, + l_self_modules_backbone_modules_15_modules_block_modules_3_modules_1_buffers_running_var_, + l_self_modules_backbone_modules_15_modules_block_modules_3_modules_1_parameters_weight_, + l_self_modules_backbone_modules_15_modules_block_modules_3_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_127 = l_self_modules_backbone_modules_15_modules_block_modules_3_modules_1_buffers_running_mean_ = l_self_modules_backbone_modules_15_modules_block_modules_3_modules_1_buffers_running_var_ = l_self_modules_backbone_modules_15_modules_block_modules_3_modules_1_parameters_weight_ = l_self_modules_backbone_modules_15_modules_block_modules_3_modules_1_parameters_bias_ = (None) + input_128 += result_8 + result_9 = input_128 + input_128 = result_8 = None + input_129 = torch.conv2d( + result_9, + l_self_modules_backbone_modules_16_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + result_9 = ( + l_self_modules_backbone_modules_16_modules_0_parameters_weight_ + ) = None + input_130 = torch.nn.functional.batch_norm( + input_129, + l_self_modules_backbone_modules_16_modules_1_buffers_running_mean_, + l_self_modules_backbone_modules_16_modules_1_buffers_running_var_, + l_self_modules_backbone_modules_16_modules_1_parameters_weight_, + l_self_modules_backbone_modules_16_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_129 = ( + l_self_modules_backbone_modules_16_modules_1_buffers_running_mean_ + ) = ( + l_self_modules_backbone_modules_16_modules_1_buffers_running_var_ + ) = ( + l_self_modules_backbone_modules_16_modules_1_parameters_weight_ + ) = l_self_modules_backbone_modules_16_modules_1_parameters_bias_ = None + input_131 = torch.nn.functional.hardswish(input_130, True) + input_130 = None + input_132 = torch.conv2d( + input_131, + l_self_modules_classifier_modules_0_modules_convs_modules_0_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_classifier_modules_0_modules_convs_modules_0_modules_0_parameters_weight_ = ( + None + ) + input_133 = torch.nn.functional.batch_norm( + input_132, + l_self_modules_classifier_modules_0_modules_convs_modules_0_modules_1_buffers_running_mean_, + l_self_modules_classifier_modules_0_modules_convs_modules_0_modules_1_buffers_running_var_, + l_self_modules_classifier_modules_0_modules_convs_modules_0_modules_1_parameters_weight_, + l_self_modules_classifier_modules_0_modules_convs_modules_0_modules_1_parameters_bias_, + False, + 0.1, + 1e-05, + ) + input_132 = l_self_modules_classifier_modules_0_modules_convs_modules_0_modules_1_buffers_running_mean_ = l_self_modules_classifier_modules_0_modules_convs_modules_0_modules_1_buffers_running_var_ = l_self_modules_classifier_modules_0_modules_convs_modules_0_modules_1_parameters_weight_ = l_self_modules_classifier_modules_0_modules_convs_modules_0_modules_1_parameters_bias_ = (None) + input_134 = torch.nn.functional.relu(input_133, inplace=False) + input_133 = None + input_135 = torch.conv2d( + input_131, + l_self_modules_classifier_modules_0_modules_convs_modules_1_modules_0_parameters_weight_, + None, + (1, 1), + (12, 12), + (12, 12), + 1, + ) + l_self_modules_classifier_modules_0_modules_convs_modules_1_modules_0_parameters_weight_ = ( + None + ) + input_136 = torch.nn.functional.batch_norm( + input_135, + l_self_modules_classifier_modules_0_modules_convs_modules_1_modules_1_buffers_running_mean_, + l_self_modules_classifier_modules_0_modules_convs_modules_1_modules_1_buffers_running_var_, + l_self_modules_classifier_modules_0_modules_convs_modules_1_modules_1_parameters_weight_, + l_self_modules_classifier_modules_0_modules_convs_modules_1_modules_1_parameters_bias_, + False, + 0.1, + 1e-05, + ) + input_135 = l_self_modules_classifier_modules_0_modules_convs_modules_1_modules_1_buffers_running_mean_ = l_self_modules_classifier_modules_0_modules_convs_modules_1_modules_1_buffers_running_var_ = l_self_modules_classifier_modules_0_modules_convs_modules_1_modules_1_parameters_weight_ = l_self_modules_classifier_modules_0_modules_convs_modules_1_modules_1_parameters_bias_ = (None) + input_137 = torch.nn.functional.relu(input_136, inplace=False) + input_136 = None + input_138 = torch.conv2d( + input_131, + l_self_modules_classifier_modules_0_modules_convs_modules_2_modules_0_parameters_weight_, + None, + (1, 1), + (24, 24), + (24, 24), + 1, + ) + l_self_modules_classifier_modules_0_modules_convs_modules_2_modules_0_parameters_weight_ = ( + None + ) + input_139 = torch.nn.functional.batch_norm( + input_138, + l_self_modules_classifier_modules_0_modules_convs_modules_2_modules_1_buffers_running_mean_, + l_self_modules_classifier_modules_0_modules_convs_modules_2_modules_1_buffers_running_var_, + l_self_modules_classifier_modules_0_modules_convs_modules_2_modules_1_parameters_weight_, + l_self_modules_classifier_modules_0_modules_convs_modules_2_modules_1_parameters_bias_, + False, + 0.1, + 1e-05, + ) + input_138 = l_self_modules_classifier_modules_0_modules_convs_modules_2_modules_1_buffers_running_mean_ = l_self_modules_classifier_modules_0_modules_convs_modules_2_modules_1_buffers_running_var_ = l_self_modules_classifier_modules_0_modules_convs_modules_2_modules_1_parameters_weight_ = l_self_modules_classifier_modules_0_modules_convs_modules_2_modules_1_parameters_bias_ = (None) + input_140 = torch.nn.functional.relu(input_139, inplace=False) + input_139 = None + input_141 = torch.conv2d( + input_131, + l_self_modules_classifier_modules_0_modules_convs_modules_3_modules_0_parameters_weight_, + None, + (1, 1), + (36, 36), + (36, 36), + 1, + ) + l_self_modules_classifier_modules_0_modules_convs_modules_3_modules_0_parameters_weight_ = ( + None + ) + input_142 = torch.nn.functional.batch_norm( + input_141, + l_self_modules_classifier_modules_0_modules_convs_modules_3_modules_1_buffers_running_mean_, + l_self_modules_classifier_modules_0_modules_convs_modules_3_modules_1_buffers_running_var_, + l_self_modules_classifier_modules_0_modules_convs_modules_3_modules_1_parameters_weight_, + l_self_modules_classifier_modules_0_modules_convs_modules_3_modules_1_parameters_bias_, + False, + 0.1, + 1e-05, + ) + input_141 = l_self_modules_classifier_modules_0_modules_convs_modules_3_modules_1_buffers_running_mean_ = l_self_modules_classifier_modules_0_modules_convs_modules_3_modules_1_buffers_running_var_ = l_self_modules_classifier_modules_0_modules_convs_modules_3_modules_1_parameters_weight_ = l_self_modules_classifier_modules_0_modules_convs_modules_3_modules_1_parameters_bias_ = (None) + input_143 = torch.nn.functional.relu(input_142, inplace=False) + input_142 = None + x = torch.nn.functional.adaptive_avg_pool2d(input_131, 1) + input_131 = None + x_1 = torch.conv2d( + x, + l_self_modules_classifier_modules_0_modules_convs_modules_4_modules_1_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + x = l_self_modules_classifier_modules_0_modules_convs_modules_4_modules_1_parameters_weight_ = (None) + x_2 = torch.nn.functional.batch_norm( + x_1, + l_self_modules_classifier_modules_0_modules_convs_modules_4_modules_2_buffers_running_mean_, + l_self_modules_classifier_modules_0_modules_convs_modules_4_modules_2_buffers_running_var_, + l_self_modules_classifier_modules_0_modules_convs_modules_4_modules_2_parameters_weight_, + l_self_modules_classifier_modules_0_modules_convs_modules_4_modules_2_parameters_bias_, + False, + 0.1, + 1e-05, + ) + x_1 = l_self_modules_classifier_modules_0_modules_convs_modules_4_modules_2_buffers_running_mean_ = l_self_modules_classifier_modules_0_modules_convs_modules_4_modules_2_buffers_running_var_ = l_self_modules_classifier_modules_0_modules_convs_modules_4_modules_2_parameters_weight_ = l_self_modules_classifier_modules_0_modules_convs_modules_4_modules_2_parameters_bias_ = (None) + x_3 = torch.nn.functional.relu(x_2, inplace=False) + x_2 = None + interpolate = torch.nn.functional.interpolate( + x_3, size=(14, 14), mode="bilinear", align_corners=False + ) + x_3 = None + res = torch.cat( + [input_134, input_137, input_140, input_143, interpolate], dim=1 + ) + input_134 = input_137 = input_140 = input_143 = interpolate = None + input_144 = torch.conv2d( + res, + l_self_modules_classifier_modules_0_modules_project_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + res = l_self_modules_classifier_modules_0_modules_project_modules_0_parameters_weight_ = (None) + input_145 = torch.nn.functional.batch_norm( + input_144, + l_self_modules_classifier_modules_0_modules_project_modules_1_buffers_running_mean_, + l_self_modules_classifier_modules_0_modules_project_modules_1_buffers_running_var_, + l_self_modules_classifier_modules_0_modules_project_modules_1_parameters_weight_, + l_self_modules_classifier_modules_0_modules_project_modules_1_parameters_bias_, + False, + 0.1, + 1e-05, + ) + input_144 = l_self_modules_classifier_modules_0_modules_project_modules_1_buffers_running_mean_ = l_self_modules_classifier_modules_0_modules_project_modules_1_buffers_running_var_ = l_self_modules_classifier_modules_0_modules_project_modules_1_parameters_weight_ = l_self_modules_classifier_modules_0_modules_project_modules_1_parameters_bias_ = (None) + input_146 = torch.nn.functional.relu(input_145, inplace=False) + input_145 = None + input_147 = torch.nn.functional.dropout(input_146, 0.5, False, False) + input_146 = None + input_148 = torch.conv2d( + input_147, + l_self_modules_classifier_modules_1_parameters_weight_, + None, + (1, 1), + (1, 1), + (1, 1), + 1, + ) + input_147 = l_self_modules_classifier_modules_1_parameters_weight_ = None + input_149 = torch.nn.functional.batch_norm( + input_148, + l_self_modules_classifier_modules_2_buffers_running_mean_, + l_self_modules_classifier_modules_2_buffers_running_var_, + l_self_modules_classifier_modules_2_parameters_weight_, + l_self_modules_classifier_modules_2_parameters_bias_, + False, + 0.1, + 1e-05, + ) + input_148 = ( + l_self_modules_classifier_modules_2_buffers_running_mean_ + ) = ( + l_self_modules_classifier_modules_2_buffers_running_var_ + ) = ( + l_self_modules_classifier_modules_2_parameters_weight_ + ) = l_self_modules_classifier_modules_2_parameters_bias_ = None + input_150 = torch.nn.functional.relu(input_149, inplace=False) + input_149 = None + input_151 = torch.conv2d( + input_150, + l_self_modules_classifier_modules_4_parameters_weight_, + l_self_modules_classifier_modules_4_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + input_150 = ( + l_self_modules_classifier_modules_4_parameters_weight_ + ) = l_self_modules_classifier_modules_4_parameters_bias_ = None + x_4 = torch.nn.functional.interpolate( + input_151, size=(224, 224), mode="bilinear", align_corners=False + ) + input_151 = None + input_152 = torch.conv2d( + input_33, + l_self_modules_aux_classifier_modules_0_parameters_weight_, + None, + (1, 1), + (1, 1), + (1, 1), + 1, + ) + input_33 = l_self_modules_aux_classifier_modules_0_parameters_weight_ = None + input_153 = torch.nn.functional.batch_norm( + input_152, + l_self_modules_aux_classifier_modules_1_buffers_running_mean_, + l_self_modules_aux_classifier_modules_1_buffers_running_var_, + l_self_modules_aux_classifier_modules_1_parameters_weight_, + l_self_modules_aux_classifier_modules_1_parameters_bias_, + False, + 0.1, + 1e-05, + ) + input_152 = ( + l_self_modules_aux_classifier_modules_1_buffers_running_mean_ + ) = ( + l_self_modules_aux_classifier_modules_1_buffers_running_var_ + ) = ( + l_self_modules_aux_classifier_modules_1_parameters_weight_ + ) = l_self_modules_aux_classifier_modules_1_parameters_bias_ = None + input_154 = torch.nn.functional.relu(input_153, inplace=False) + input_153 = None + input_155 = torch.nn.functional.dropout(input_154, 0.1, False, False) + input_154 = None + input_156 = torch.conv2d( + input_155, + l_self_modules_aux_classifier_modules_4_parameters_weight_, + l_self_modules_aux_classifier_modules_4_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + input_155 = ( + l_self_modules_aux_classifier_modules_4_parameters_weight_ + ) = l_self_modules_aux_classifier_modules_4_parameters_bias_ = None + x_5 = torch.nn.functional.interpolate( + input_156, size=(224, 224), mode="bilinear", align_corners=False + ) + input_156 = None + return (x_4, x_5) diff --git a/samples/torchvision/deeplabv3_mobilenet_v3_large/weight_meta.py b/samples/torchvision/deeplabv3_mobilenet_v3_large/weight_meta.py new file mode 100644 index 000000000..f667e4c29 --- /dev/null +++ b/samples/torchvision/deeplabv3_mobilenet_v3_large/weight_meta.py @@ -0,0 +1,3070 @@ +class Program_weight_tensor_meta_L_x_: + name = "L_x_" + shape = [1, 3, 224, 224] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.227 + std = 1.286 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_0_modules_0_parameters_weight_: + name = "L_self_modules_backbone_modules_0_modules_0_parameters_weight_" + shape = [16, 3, 3, 3] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.027 + std = 0.918 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_0_modules_1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_0_modules_1_buffers_running_mean_" + shape = [16] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.125 + std = 0.309 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_0_modules_1_buffers_running_var_: + name = "L_self_modules_backbone_modules_0_modules_1_buffers_running_var_" + shape = [16] + dtype = "torch.float32" + device = "cuda:0" + mean = 8.952 + std = 7.433 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_0_modules_1_parameters_weight_: + name = "L_self_modules_backbone_modules_0_modules_1_parameters_weight_" + shape = [16] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.211 + std = 2.600 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_0_modules_1_parameters_bias_: + name = "L_self_modules_backbone_modules_0_modules_1_parameters_bias_" + shape = [16] + dtype = "torch.float32" + device = "cuda:0" + mean = 1.502 + std = 2.359 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_1_modules_block_modules_0_modules_0_parameters_weight_: + name = "L_self_modules_backbone_modules_1_modules_block_modules_0_modules_0_parameters_weight_" + shape = [16, 1, 3, 3] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.011 + std = 0.702 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_1_modules_block_modules_0_modules_1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_1_modules_block_modules_0_modules_1_buffers_running_mean_" + shape = [16] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.364 + std = 2.344 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_1_modules_block_modules_0_modules_1_buffers_running_var_: + name = "L_self_modules_backbone_modules_1_modules_block_modules_0_modules_1_buffers_running_var_" + shape = [16] + dtype = "torch.float32" + device = "cuda:0" + mean = 4.730 + std = 14.187 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_1_modules_block_modules_0_modules_1_parameters_weight_: + name = "L_self_modules_backbone_modules_1_modules_block_modules_0_modules_1_parameters_weight_" + shape = [16] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.204 + std = 0.609 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_1_modules_block_modules_0_modules_1_parameters_bias_: + name = "L_self_modules_backbone_modules_1_modules_block_modules_0_modules_1_parameters_bias_" + shape = [16] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.144 + std = 0.604 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_1_modules_block_modules_1_modules_0_parameters_weight_: + name = "L_self_modules_backbone_modules_1_modules_block_modules_1_modules_0_parameters_weight_" + shape = [16, 16, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.030 + std = 0.332 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_1_modules_block_modules_1_modules_1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_1_modules_block_modules_1_modules_1_buffers_running_mean_" + shape = [16] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.372 + std = 1.150 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_1_modules_block_modules_1_modules_1_buffers_running_var_: + name = "L_self_modules_backbone_modules_1_modules_block_modules_1_modules_1_buffers_running_var_" + shape = [16] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.568 + std = 0.470 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_1_modules_block_modules_1_modules_1_parameters_weight_: + name = "L_self_modules_backbone_modules_1_modules_block_modules_1_modules_1_parameters_weight_" + shape = [16] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.050 + std = 1.332 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_1_modules_block_modules_1_modules_1_parameters_bias_: + name = "L_self_modules_backbone_modules_1_modules_block_modules_1_modules_1_parameters_bias_" + shape = [16] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_2_modules_block_modules_0_modules_0_parameters_weight_: + name = "L_self_modules_backbone_modules_2_modules_block_modules_0_modules_0_parameters_weight_" + shape = [64, 16, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.004 + std = 0.374 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_2_modules_block_modules_0_modules_1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_2_modules_block_modules_0_modules_1_buffers_running_mean_" + shape = [64] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.444 + std = 3.723 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_2_modules_block_modules_0_modules_1_buffers_running_var_: + name = "L_self_modules_backbone_modules_2_modules_block_modules_0_modules_1_buffers_running_var_" + shape = [64] + dtype = "torch.float32" + device = "cuda:0" + mean = 4.232 + std = 6.466 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_2_modules_block_modules_0_modules_1_parameters_weight_: + name = "L_self_modules_backbone_modules_2_modules_block_modules_0_modules_1_parameters_weight_" + shape = [64] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.295 + std = 0.403 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_2_modules_block_modules_0_modules_1_parameters_bias_: + name = "L_self_modules_backbone_modules_2_modules_block_modules_0_modules_1_parameters_bias_" + shape = [64] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.237 + std = 0.387 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_2_modules_block_modules_1_modules_0_parameters_weight_: + name = "L_self_modules_backbone_modules_2_modules_block_modules_1_modules_0_parameters_weight_" + shape = [64, 1, 3, 3] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.020 + std = 0.305 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_2_modules_block_modules_1_modules_1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_2_modules_block_modules_1_modules_1_buffers_running_mean_" + shape = [64] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.107 + std = 0.878 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_2_modules_block_modules_1_modules_1_buffers_running_var_: + name = "L_self_modules_backbone_modules_2_modules_block_modules_1_modules_1_buffers_running_var_" + shape = [64] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.363 + std = 0.740 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_2_modules_block_modules_1_modules_1_parameters_weight_: + name = "L_self_modules_backbone_modules_2_modules_block_modules_1_modules_1_parameters_weight_" + shape = [64] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.421 + std = 0.395 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_2_modules_block_modules_1_modules_1_parameters_bias_: + name = "L_self_modules_backbone_modules_2_modules_block_modules_1_modules_1_parameters_bias_" + shape = [64] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.346 + std = 0.644 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_2_modules_block_modules_2_modules_0_parameters_weight_: + name = "L_self_modules_backbone_modules_2_modules_block_modules_2_modules_0_parameters_weight_" + shape = [24, 64, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.022 + std = 0.350 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_2_modules_block_modules_2_modules_1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_2_modules_block_modules_2_modules_1_buffers_running_mean_" + shape = [24] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.864 + std = 3.334 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_2_modules_block_modules_2_modules_1_buffers_running_var_: + name = "L_self_modules_backbone_modules_2_modules_block_modules_2_modules_1_buffers_running_var_" + shape = [24] + dtype = "torch.float32" + device = "cuda:0" + mean = 2.359 + std = 1.884 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_2_modules_block_modules_2_modules_1_parameters_weight_: + name = "L_self_modules_backbone_modules_2_modules_block_modules_2_modules_1_parameters_weight_" + shape = [24] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.444 + std = 0.616 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_2_modules_block_modules_2_modules_1_parameters_bias_: + name = "L_self_modules_backbone_modules_2_modules_block_modules_2_modules_1_parameters_bias_" + shape = [24] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_3_modules_block_modules_0_modules_0_parameters_weight_: + name = "L_self_modules_backbone_modules_3_modules_block_modules_0_modules_0_parameters_weight_" + shape = [72, 24, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.006 + std = 0.273 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_3_modules_block_modules_0_modules_1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_3_modules_block_modules_0_modules_1_buffers_running_mean_" + shape = [72] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_3_modules_block_modules_0_modules_1_buffers_running_var_: + name = "L_self_modules_backbone_modules_3_modules_block_modules_0_modules_1_buffers_running_var_" + shape = [72] + dtype = "torch.float32" + device = "cuda:0" + mean = 1.007 + std = 1.070 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_3_modules_block_modules_0_modules_1_parameters_weight_: + name = "L_self_modules_backbone_modules_3_modules_block_modules_0_modules_1_parameters_weight_" + shape = [72] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.301 + std = 0.309 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_3_modules_block_modules_0_modules_1_parameters_bias_: + name = "L_self_modules_backbone_modules_3_modules_block_modules_0_modules_1_parameters_bias_" + shape = [72] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.158 + std = 0.307 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_3_modules_block_modules_1_modules_0_parameters_weight_: + name = "L_self_modules_backbone_modules_3_modules_block_modules_1_modules_0_parameters_weight_" + shape = [72, 1, 3, 3] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.383 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_3_modules_block_modules_1_modules_1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_3_modules_block_modules_1_modules_1_buffers_running_mean_" + shape = [72] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.016 + std = 0.200 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_3_modules_block_modules_1_modules_1_buffers_running_var_: + name = "L_self_modules_backbone_modules_3_modules_block_modules_1_modules_1_buffers_running_var_" + shape = [72] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.064 + std = 0.061 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_3_modules_block_modules_1_modules_1_parameters_weight_: + name = "L_self_modules_backbone_modules_3_modules_block_modules_1_modules_1_parameters_weight_" + shape = [72] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.373 + std = 0.318 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_3_modules_block_modules_1_modules_1_parameters_bias_: + name = "L_self_modules_backbone_modules_3_modules_block_modules_1_modules_1_parameters_bias_" + shape = [72] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.219 + std = 0.458 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_3_modules_block_modules_2_modules_0_parameters_weight_: + name = "L_self_modules_backbone_modules_3_modules_block_modules_2_modules_0_parameters_weight_" + shape = [24, 72, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.007 + std = 0.232 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_3_modules_block_modules_2_modules_1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_3_modules_block_modules_2_modules_1_buffers_running_mean_" + shape = [24] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.378 + std = 1.486 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_3_modules_block_modules_2_modules_1_buffers_running_var_: + name = "L_self_modules_backbone_modules_3_modules_block_modules_2_modules_1_buffers_running_var_" + shape = [24] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.621 + std = 0.400 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_3_modules_block_modules_2_modules_1_parameters_weight_: + name = "L_self_modules_backbone_modules_3_modules_block_modules_2_modules_1_parameters_weight_" + shape = [24] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.539 + std = 1.045 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_3_modules_block_modules_2_modules_1_parameters_bias_: + name = "L_self_modules_backbone_modules_3_modules_block_modules_2_modules_1_parameters_bias_" + shape = [24] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_4_modules_block_modules_0_modules_0_parameters_weight_: + name = "L_self_modules_backbone_modules_4_modules_block_modules_0_modules_0_parameters_weight_" + shape = [72, 24, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.012 + std = 0.367 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_4_modules_block_modules_0_modules_1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_4_modules_block_modules_0_modules_1_buffers_running_mean_" + shape = [72] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_4_modules_block_modules_0_modules_1_buffers_running_var_: + name = "L_self_modules_backbone_modules_4_modules_block_modules_0_modules_1_buffers_running_var_" + shape = [72] + dtype = "torch.float32" + device = "cuda:0" + mean = 6.149 + std = 5.600 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_4_modules_block_modules_0_modules_1_parameters_weight_: + name = "L_self_modules_backbone_modules_4_modules_block_modules_0_modules_1_parameters_weight_" + shape = [72] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.352 + std = 0.349 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_4_modules_block_modules_0_modules_1_parameters_bias_: + name = "L_self_modules_backbone_modules_4_modules_block_modules_0_modules_1_parameters_bias_" + shape = [72] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.119 + std = 0.341 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_4_modules_block_modules_1_modules_0_parameters_weight_: + name = "L_self_modules_backbone_modules_4_modules_block_modules_1_modules_0_parameters_weight_" + shape = [72, 1, 5, 5] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.002 + std = 0.232 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_4_modules_block_modules_1_modules_1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_4_modules_block_modules_1_modules_1_buffers_running_mean_" + shape = [72] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.083 + std = 1.423 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_4_modules_block_modules_1_modules_1_buffers_running_var_: + name = "L_self_modules_backbone_modules_4_modules_block_modules_1_modules_1_buffers_running_var_" + shape = [72] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.713 + std = 0.980 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_4_modules_block_modules_1_modules_1_parameters_weight_: + name = "L_self_modules_backbone_modules_4_modules_block_modules_1_modules_1_parameters_weight_" + shape = [72] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.342 + std = 0.343 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_4_modules_block_modules_1_modules_1_parameters_bias_: + name = "L_self_modules_backbone_modules_4_modules_block_modules_1_modules_1_parameters_bias_" + shape = [72] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.623 + std = 0.789 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_4_modules_block_modules_2_modules_fc1_parameters_weight_: + name = "L_self_modules_backbone_modules_4_modules_block_modules_2_modules_fc1_parameters_weight_" + shape = [24, 72, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.005 + std = 0.090 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_4_modules_block_modules_2_modules_fc1_parameters_bias_: + name = "L_self_modules_backbone_modules_4_modules_block_modules_2_modules_fc1_parameters_bias_" + shape = [24] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.003 + std = 0.011 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_4_modules_block_modules_2_modules_fc2_parameters_weight_: + name = "L_self_modules_backbone_modules_4_modules_block_modules_2_modules_fc2_parameters_weight_" + shape = [72, 24, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.022 + std = 0.090 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_4_modules_block_modules_2_modules_fc2_parameters_bias_: + name = "L_self_modules_backbone_modules_4_modules_block_modules_2_modules_fc2_parameters_bias_" + shape = [72] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.006 + std = 0.065 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_4_modules_block_modules_3_modules_0_parameters_weight_: + name = "L_self_modules_backbone_modules_4_modules_block_modules_3_modules_0_parameters_weight_" + shape = [40, 72, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.009 + std = 0.297 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_4_modules_block_modules_3_modules_1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_4_modules_block_modules_3_modules_1_buffers_running_mean_" + shape = [40] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.654 + std = 2.999 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_4_modules_block_modules_3_modules_1_buffers_running_var_: + name = "L_self_modules_backbone_modules_4_modules_block_modules_3_modules_1_buffers_running_var_" + shape = [40] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.620 + std = 0.655 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_4_modules_block_modules_3_modules_1_parameters_weight_: + name = "L_self_modules_backbone_modules_4_modules_block_modules_3_modules_1_parameters_weight_" + shape = [40] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.856 + std = 0.244 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_4_modules_block_modules_3_modules_1_parameters_bias_: + name = "L_self_modules_backbone_modules_4_modules_block_modules_3_modules_1_parameters_bias_" + shape = [40] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.004 + std = 0.075 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_5_modules_block_modules_0_modules_0_parameters_weight_: + name = "L_self_modules_backbone_modules_5_modules_block_modules_0_modules_0_parameters_weight_" + shape = [120, 40, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.002 + std = 0.158 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_5_modules_block_modules_0_modules_1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_5_modules_block_modules_0_modules_1_buffers_running_mean_" + shape = [120] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.004 + std = 0.074 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_5_modules_block_modules_0_modules_1_buffers_running_var_: + name = "L_self_modules_backbone_modules_5_modules_block_modules_0_modules_1_buffers_running_var_" + shape = [120] + dtype = "torch.float32" + device = "cuda:0" + mean = 1.134 + std = 0.956 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_5_modules_block_modules_0_modules_1_parameters_weight_: + name = "L_self_modules_backbone_modules_5_modules_block_modules_0_modules_1_parameters_weight_" + shape = [120] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.222 + std = 0.177 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_5_modules_block_modules_0_modules_1_parameters_bias_: + name = "L_self_modules_backbone_modules_5_modules_block_modules_0_modules_1_parameters_bias_" + shape = [120] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.149 + std = 0.304 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_5_modules_block_modules_1_modules_0_parameters_weight_: + name = "L_self_modules_backbone_modules_5_modules_block_modules_1_modules_0_parameters_weight_" + shape = [120, 1, 5, 5] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.003 + std = 0.201 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_5_modules_block_modules_1_modules_1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_5_modules_block_modules_1_modules_1_buffers_running_mean_" + shape = [120] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.077 + std = 0.268 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_5_modules_block_modules_1_modules_1_buffers_running_var_: + name = "L_self_modules_backbone_modules_5_modules_block_modules_1_modules_1_buffers_running_var_" + shape = [120] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.033 + std = 0.037 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_5_modules_block_modules_1_modules_1_parameters_weight_: + name = "L_self_modules_backbone_modules_5_modules_block_modules_1_modules_1_parameters_weight_" + shape = [120] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.500 + std = 0.423 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_5_modules_block_modules_1_modules_1_parameters_bias_: + name = "L_self_modules_backbone_modules_5_modules_block_modules_1_modules_1_parameters_bias_" + shape = [120] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.158 + std = 0.360 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_5_modules_block_modules_2_modules_fc1_parameters_weight_: + name = "L_self_modules_backbone_modules_5_modules_block_modules_2_modules_fc1_parameters_weight_" + shape = [32, 120, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.150 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_5_modules_block_modules_2_modules_fc1_parameters_bias_: + name = "L_self_modules_backbone_modules_5_modules_block_modules_2_modules_fc1_parameters_bias_" + shape = [32] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.033 + std = 0.076 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_5_modules_block_modules_2_modules_fc2_parameters_weight_: + name = "L_self_modules_backbone_modules_5_modules_block_modules_2_modules_fc2_parameters_weight_" + shape = [120, 32, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.002 + std = 0.142 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_5_modules_block_modules_2_modules_fc2_parameters_bias_: + name = "L_self_modules_backbone_modules_5_modules_block_modules_2_modules_fc2_parameters_bias_" + shape = [120] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.036 + std = 0.145 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_5_modules_block_modules_3_modules_0_parameters_weight_: + name = "L_self_modules_backbone_modules_5_modules_block_modules_3_modules_0_parameters_weight_" + shape = [40, 120, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.008 + std = 0.163 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_5_modules_block_modules_3_modules_1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_5_modules_block_modules_3_modules_1_buffers_running_mean_" + shape = [40] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.124 + std = 0.457 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_5_modules_block_modules_3_modules_1_buffers_running_var_: + name = "L_self_modules_backbone_modules_5_modules_block_modules_3_modules_1_buffers_running_var_" + shape = [40] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.092 + std = 0.062 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_5_modules_block_modules_3_modules_1_parameters_weight_: + name = "L_self_modules_backbone_modules_5_modules_block_modules_3_modules_1_parameters_weight_" + shape = [40] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.145 + std = 0.543 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_5_modules_block_modules_3_modules_1_parameters_bias_: + name = "L_self_modules_backbone_modules_5_modules_block_modules_3_modules_1_parameters_bias_" + shape = [40] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_6_modules_block_modules_0_modules_0_parameters_weight_: + name = "L_self_modules_backbone_modules_6_modules_block_modules_0_modules_0_parameters_weight_" + shape = [120, 40, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.006 + std = 0.168 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_6_modules_block_modules_0_modules_1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_6_modules_block_modules_0_modules_1_buffers_running_mean_" + shape = [120] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.011 + std = 0.080 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_6_modules_block_modules_0_modules_1_buffers_running_var_: + name = "L_self_modules_backbone_modules_6_modules_block_modules_0_modules_1_buffers_running_var_" + shape = [120] + dtype = "torch.float32" + device = "cuda:0" + mean = 1.655 + std = 1.128 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_6_modules_block_modules_0_modules_1_parameters_weight_: + name = "L_self_modules_backbone_modules_6_modules_block_modules_0_modules_1_parameters_weight_" + shape = [120] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.251 + std = 0.149 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_6_modules_block_modules_0_modules_1_parameters_bias_: + name = "L_self_modules_backbone_modules_6_modules_block_modules_0_modules_1_parameters_bias_" + shape = [120] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.119 + std = 0.259 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_6_modules_block_modules_1_modules_0_parameters_weight_: + name = "L_self_modules_backbone_modules_6_modules_block_modules_1_modules_0_parameters_weight_" + shape = [120, 1, 5, 5] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.002 + std = 0.196 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_6_modules_block_modules_1_modules_1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_6_modules_block_modules_1_modules_1_buffers_running_mean_" + shape = [120] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.030 + std = 0.194 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_6_modules_block_modules_1_modules_1_buffers_running_var_: + name = "L_self_modules_backbone_modules_6_modules_block_modules_1_modules_1_buffers_running_var_" + shape = [120] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.038 + std = 0.033 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_6_modules_block_modules_1_modules_1_parameters_weight_: + name = "L_self_modules_backbone_modules_6_modules_block_modules_1_modules_1_parameters_weight_" + shape = [120] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.476 + std = 0.305 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_6_modules_block_modules_1_modules_1_parameters_bias_: + name = "L_self_modules_backbone_modules_6_modules_block_modules_1_modules_1_parameters_bias_" + shape = [120] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.239 + std = 0.375 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_6_modules_block_modules_2_modules_fc1_parameters_weight_: + name = "L_self_modules_backbone_modules_6_modules_block_modules_2_modules_fc1_parameters_weight_" + shape = [32, 120, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.006 + std = 0.120 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_6_modules_block_modules_2_modules_fc1_parameters_bias_: + name = "L_self_modules_backbone_modules_6_modules_block_modules_2_modules_fc1_parameters_bias_" + shape = [32] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.036 + std = 0.054 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_6_modules_block_modules_2_modules_fc2_parameters_weight_: + name = "L_self_modules_backbone_modules_6_modules_block_modules_2_modules_fc2_parameters_weight_" + shape = [120, 32, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.006 + std = 0.126 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_6_modules_block_modules_2_modules_fc2_parameters_bias_: + name = "L_self_modules_backbone_modules_6_modules_block_modules_2_modules_fc2_parameters_bias_" + shape = [120] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.004 + std = 0.105 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_6_modules_block_modules_3_modules_0_parameters_weight_: + name = "L_self_modules_backbone_modules_6_modules_block_modules_3_modules_0_parameters_weight_" + shape = [40, 120, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.171 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_6_modules_block_modules_3_modules_1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_6_modules_block_modules_3_modules_1_buffers_running_mean_" + shape = [40] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.155 + std = 0.612 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_6_modules_block_modules_3_modules_1_buffers_running_var_: + name = "L_self_modules_backbone_modules_6_modules_block_modules_3_modules_1_buffers_running_var_" + shape = [40] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.181 + std = 0.077 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_6_modules_block_modules_3_modules_1_parameters_weight_: + name = "L_self_modules_backbone_modules_6_modules_block_modules_3_modules_1_parameters_weight_" + shape = [40] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.535 + std = 0.650 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_6_modules_block_modules_3_modules_1_parameters_bias_: + name = "L_self_modules_backbone_modules_6_modules_block_modules_3_modules_1_parameters_bias_" + shape = [40] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_7_modules_block_modules_0_modules_0_parameters_weight_: + name = "L_self_modules_backbone_modules_7_modules_block_modules_0_modules_0_parameters_weight_" + shape = [240, 40, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.009 + std = 0.205 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_7_modules_block_modules_0_modules_1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_7_modules_block_modules_0_modules_1_buffers_running_mean_" + shape = [240] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.005 + std = 0.094 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_7_modules_block_modules_0_modules_1_buffers_running_var_: + name = "L_self_modules_backbone_modules_7_modules_block_modules_0_modules_1_buffers_running_var_" + shape = [240] + dtype = "torch.float32" + device = "cuda:0" + mean = 3.889 + std = 1.744 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_7_modules_block_modules_0_modules_1_parameters_weight_: + name = "L_self_modules_backbone_modules_7_modules_block_modules_0_modules_1_parameters_weight_" + shape = [240] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.715 + std = 0.454 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_7_modules_block_modules_0_modules_1_parameters_bias_: + name = "L_self_modules_backbone_modules_7_modules_block_modules_0_modules_1_parameters_bias_" + shape = [240] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.653 + std = 0.580 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_7_modules_block_modules_1_modules_0_parameters_weight_: + name = "L_self_modules_backbone_modules_7_modules_block_modules_1_modules_0_parameters_weight_" + shape = [240, 1, 3, 3] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.003 + std = 0.200 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_7_modules_block_modules_1_modules_1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_7_modules_block_modules_1_modules_1_buffers_running_mean_" + shape = [240] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.107 + std = 0.328 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_7_modules_block_modules_1_modules_1_buffers_running_var_: + name = "L_self_modules_backbone_modules_7_modules_block_modules_1_modules_1_buffers_running_var_" + shape = [240] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.138 + std = 0.391 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_7_modules_block_modules_1_modules_1_parameters_weight_: + name = "L_self_modules_backbone_modules_7_modules_block_modules_1_modules_1_parameters_weight_" + shape = [240] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.638 + std = 0.252 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_7_modules_block_modules_1_modules_1_parameters_bias_: + name = "L_self_modules_backbone_modules_7_modules_block_modules_1_modules_1_parameters_bias_" + shape = [240] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.563 + std = 0.793 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_7_modules_block_modules_2_modules_0_parameters_weight_: + name = "L_self_modules_backbone_modules_7_modules_block_modules_2_modules_0_parameters_weight_" + shape = [80, 240, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.002 + std = 0.165 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_7_modules_block_modules_2_modules_1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_7_modules_block_modules_2_modules_1_buffers_running_mean_" + shape = [80] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.334 + std = 2.352 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_7_modules_block_modules_2_modules_1_buffers_running_var_: + name = "L_self_modules_backbone_modules_7_modules_block_modules_2_modules_1_buffers_running_var_" + shape = [80] + dtype = "torch.float32" + device = "cuda:0" + mean = 1.669 + std = 1.956 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_7_modules_block_modules_2_modules_1_parameters_weight_: + name = "L_self_modules_backbone_modules_7_modules_block_modules_2_modules_1_parameters_weight_" + shape = [80] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.732 + std = 0.227 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_7_modules_block_modules_2_modules_1_parameters_bias_: + name = "L_self_modules_backbone_modules_7_modules_block_modules_2_modules_1_parameters_bias_" + shape = [80] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_8_modules_block_modules_0_modules_0_parameters_weight_: + name = "L_self_modules_backbone_modules_8_modules_block_modules_0_modules_0_parameters_weight_" + shape = [200, 80, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.001 + std = 0.090 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_8_modules_block_modules_0_modules_1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_8_modules_block_modules_0_modules_1_buffers_running_mean_" + shape = [200] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_8_modules_block_modules_0_modules_1_buffers_running_var_: + name = "L_self_modules_backbone_modules_8_modules_block_modules_0_modules_1_buffers_running_var_" + shape = [200] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.628 + std = 0.504 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_8_modules_block_modules_0_modules_1_parameters_weight_: + name = "L_self_modules_backbone_modules_8_modules_block_modules_0_modules_1_parameters_weight_" + shape = [200] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.194 + std = 0.238 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_8_modules_block_modules_0_modules_1_parameters_bias_: + name = "L_self_modules_backbone_modules_8_modules_block_modules_0_modules_1_parameters_bias_" + shape = [200] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.060 + std = 0.306 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_8_modules_block_modules_1_modules_0_parameters_weight_: + name = "L_self_modules_backbone_modules_8_modules_block_modules_1_modules_0_parameters_weight_" + shape = [200, 1, 3, 3] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.005 + std = 0.192 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_8_modules_block_modules_1_modules_1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_8_modules_block_modules_1_modules_1_buffers_running_mean_" + shape = [200] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.014 + std = 0.082 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_8_modules_block_modules_1_modules_1_buffers_running_var_: + name = "L_self_modules_backbone_modules_8_modules_block_modules_1_modules_1_buffers_running_var_" + shape = [200] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.004 + std = 0.004 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_8_modules_block_modules_1_modules_1_parameters_weight_: + name = "L_self_modules_backbone_modules_8_modules_block_modules_1_modules_1_parameters_weight_" + shape = [200] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.405 + std = 0.266 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_8_modules_block_modules_1_modules_1_parameters_bias_: + name = "L_self_modules_backbone_modules_8_modules_block_modules_1_modules_1_parameters_bias_" + shape = [200] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.694 + std = 0.626 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_8_modules_block_modules_2_modules_0_parameters_weight_: + name = "L_self_modules_backbone_modules_8_modules_block_modules_2_modules_0_parameters_weight_" + shape = [80, 200, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.001 + std = 0.090 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_8_modules_block_modules_2_modules_1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_8_modules_block_modules_2_modules_1_buffers_running_mean_" + shape = [80] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.041 + std = 0.575 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_8_modules_block_modules_2_modules_1_buffers_running_var_: + name = "L_self_modules_backbone_modules_8_modules_block_modules_2_modules_1_buffers_running_var_" + shape = [80] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.024 + std = 0.022 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_8_modules_block_modules_2_modules_1_parameters_weight_: + name = "L_self_modules_backbone_modules_8_modules_block_modules_2_modules_1_parameters_weight_" + shape = [80] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.293 + std = 0.270 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_8_modules_block_modules_2_modules_1_parameters_bias_: + name = "L_self_modules_backbone_modules_8_modules_block_modules_2_modules_1_parameters_bias_" + shape = [80] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_9_modules_block_modules_0_modules_0_parameters_weight_: + name = "L_self_modules_backbone_modules_9_modules_block_modules_0_modules_0_parameters_weight_" + shape = [184, 80, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.001 + std = 0.096 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_9_modules_block_modules_0_modules_1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_9_modules_block_modules_0_modules_1_buffers_running_mean_" + shape = [184] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_9_modules_block_modules_0_modules_1_buffers_running_var_: + name = "L_self_modules_backbone_modules_9_modules_block_modules_0_modules_1_buffers_running_var_" + shape = [184] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.919 + std = 0.578 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_9_modules_block_modules_0_modules_1_parameters_weight_: + name = "L_self_modules_backbone_modules_9_modules_block_modules_0_modules_1_parameters_weight_" + shape = [184] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.283 + std = 0.298 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_9_modules_block_modules_0_modules_1_parameters_bias_: + name = "L_self_modules_backbone_modules_9_modules_block_modules_0_modules_1_parameters_bias_" + shape = [184] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.102 + std = 0.327 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_9_modules_block_modules_1_modules_0_parameters_weight_: + name = "L_self_modules_backbone_modules_9_modules_block_modules_1_modules_0_parameters_weight_" + shape = [184, 1, 3, 3] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.002 + std = 0.201 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_9_modules_block_modules_1_modules_1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_9_modules_block_modules_1_modules_1_buffers_running_mean_" + shape = [184] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.005 + std = 0.055 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_9_modules_block_modules_1_modules_1_buffers_running_var_: + name = "L_self_modules_backbone_modules_9_modules_block_modules_1_modules_1_buffers_running_var_" + shape = [184] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.006 + std = 0.011 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_9_modules_block_modules_1_modules_1_parameters_weight_: + name = "L_self_modules_backbone_modules_9_modules_block_modules_1_modules_1_parameters_weight_" + shape = [184] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.413 + std = 0.219 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_9_modules_block_modules_1_modules_1_parameters_bias_: + name = "L_self_modules_backbone_modules_9_modules_block_modules_1_modules_1_parameters_bias_" + shape = [184] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.818 + std = 0.636 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_9_modules_block_modules_2_modules_0_parameters_weight_: + name = "L_self_modules_backbone_modules_9_modules_block_modules_2_modules_0_parameters_weight_" + shape = [80, 184, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.003 + std = 0.091 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_9_modules_block_modules_2_modules_1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_9_modules_block_modules_2_modules_1_buffers_running_mean_" + shape = [80] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.149 + std = 0.738 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_9_modules_block_modules_2_modules_1_buffers_running_var_: + name = "L_self_modules_backbone_modules_9_modules_block_modules_2_modules_1_buffers_running_var_" + shape = [80] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.016 + std = 0.023 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_9_modules_block_modules_2_modules_1_parameters_weight_: + name = "L_self_modules_backbone_modules_9_modules_block_modules_2_modules_1_parameters_weight_" + shape = [80] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.270 + std = 0.311 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_9_modules_block_modules_2_modules_1_parameters_bias_: + name = "L_self_modules_backbone_modules_9_modules_block_modules_2_modules_1_parameters_bias_" + shape = [80] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_10_modules_block_modules_0_modules_0_parameters_weight_: + name = "L_self_modules_backbone_modules_10_modules_block_modules_0_modules_0_parameters_weight_" + shape = [184, 80, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.000 + std = 0.102 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_10_modules_block_modules_0_modules_1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_10_modules_block_modules_0_modules_1_buffers_running_mean_" + shape = [184] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_10_modules_block_modules_0_modules_1_buffers_running_var_: + name = "L_self_modules_backbone_modules_10_modules_block_modules_0_modules_1_buffers_running_var_" + shape = [184] + dtype = "torch.float32" + device = "cuda:0" + mean = 1.413 + std = 1.414 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_10_modules_block_modules_0_modules_1_parameters_weight_: + name = "L_self_modules_backbone_modules_10_modules_block_modules_0_modules_1_parameters_weight_" + shape = [184] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.401 + std = 0.392 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_10_modules_block_modules_0_modules_1_parameters_bias_: + name = "L_self_modules_backbone_modules_10_modules_block_modules_0_modules_1_parameters_bias_" + shape = [184] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.239 + std = 0.447 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_10_modules_block_modules_1_modules_0_parameters_weight_: + name = "L_self_modules_backbone_modules_10_modules_block_modules_1_modules_0_parameters_weight_" + shape = [184, 1, 3, 3] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.007 + std = 0.210 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_10_modules_block_modules_1_modules_1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_10_modules_block_modules_1_modules_1_buffers_running_mean_" + shape = [184] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.079 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_10_modules_block_modules_1_modules_1_buffers_running_var_: + name = "L_self_modules_backbone_modules_10_modules_block_modules_1_modules_1_buffers_running_var_" + shape = [184] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.018 + std = 0.056 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_10_modules_block_modules_1_modules_1_parameters_weight_: + name = "L_self_modules_backbone_modules_10_modules_block_modules_1_modules_1_parameters_weight_" + shape = [184] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.441 + std = 0.251 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_10_modules_block_modules_1_modules_1_parameters_bias_: + name = "L_self_modules_backbone_modules_10_modules_block_modules_1_modules_1_parameters_bias_" + shape = [184] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.418 + std = 0.702 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_10_modules_block_modules_2_modules_0_parameters_weight_: + name = "L_self_modules_backbone_modules_10_modules_block_modules_2_modules_0_parameters_weight_" + shape = [80, 184, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.001 + std = 0.098 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_10_modules_block_modules_2_modules_1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_10_modules_block_modules_2_modules_1_buffers_running_mean_" + shape = [80] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.110 + std = 0.494 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_10_modules_block_modules_2_modules_1_buffers_running_var_: + name = "L_self_modules_backbone_modules_10_modules_block_modules_2_modules_1_buffers_running_var_" + shape = [80] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.046 + std = 0.024 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_10_modules_block_modules_2_modules_1_parameters_weight_: + name = "L_self_modules_backbone_modules_10_modules_block_modules_2_modules_1_parameters_weight_" + shape = [80] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.403 + std = 0.252 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_10_modules_block_modules_2_modules_1_parameters_bias_: + name = "L_self_modules_backbone_modules_10_modules_block_modules_2_modules_1_parameters_bias_" + shape = [80] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_11_modules_block_modules_0_modules_0_parameters_weight_: + name = "L_self_modules_backbone_modules_11_modules_block_modules_0_modules_0_parameters_weight_" + shape = [480, 80, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.001 + std = 0.137 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_11_modules_block_modules_0_modules_1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_11_modules_block_modules_0_modules_1_buffers_running_mean_" + shape = [480] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_11_modules_block_modules_0_modules_1_buffers_running_var_: + name = "L_self_modules_backbone_modules_11_modules_block_modules_0_modules_1_buffers_running_var_" + shape = [480] + dtype = "torch.float32" + device = "cuda:0" + mean = 1.878 + std = 0.826 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_11_modules_block_modules_0_modules_1_parameters_weight_: + name = "L_self_modules_backbone_modules_11_modules_block_modules_0_modules_1_parameters_weight_" + shape = [480] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.300 + std = 0.383 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_11_modules_block_modules_0_modules_1_parameters_bias_: + name = "L_self_modules_backbone_modules_11_modules_block_modules_0_modules_1_parameters_bias_" + shape = [480] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.117 + std = 0.390 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_11_modules_block_modules_1_modules_0_parameters_weight_: + name = "L_self_modules_backbone_modules_11_modules_block_modules_1_modules_0_parameters_weight_" + shape = [480, 1, 3, 3] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.013 + std = 0.228 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_11_modules_block_modules_1_modules_1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_11_modules_block_modules_1_modules_1_buffers_running_mean_" + shape = [480] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.011 + std = 0.090 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_11_modules_block_modules_1_modules_1_buffers_running_var_: + name = "L_self_modules_backbone_modules_11_modules_block_modules_1_modules_1_buffers_running_var_" + shape = [480] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.021 + std = 0.040 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_11_modules_block_modules_1_modules_1_parameters_weight_: + name = "L_self_modules_backbone_modules_11_modules_block_modules_1_modules_1_parameters_weight_" + shape = [480] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.787 + std = 0.424 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_11_modules_block_modules_1_modules_1_parameters_bias_: + name = "L_self_modules_backbone_modules_11_modules_block_modules_1_modules_1_parameters_bias_" + shape = [480] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.137 + std = 0.458 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_11_modules_block_modules_2_modules_fc1_parameters_weight_: + name = "L_self_modules_backbone_modules_11_modules_block_modules_2_modules_fc1_parameters_weight_" + shape = [120, 480, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.002 + std = 0.073 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_11_modules_block_modules_2_modules_fc1_parameters_bias_: + name = "L_self_modules_backbone_modules_11_modules_block_modules_2_modules_fc1_parameters_bias_" + shape = [120] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.044 + std = 0.059 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_11_modules_block_modules_2_modules_fc2_parameters_weight_: + name = "L_self_modules_backbone_modules_11_modules_block_modules_2_modules_fc2_parameters_weight_" + shape = [480, 120, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.004 + std = 0.083 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_11_modules_block_modules_2_modules_fc2_parameters_bias_: + name = "L_self_modules_backbone_modules_11_modules_block_modules_2_modules_fc2_parameters_bias_" + shape = [480] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.046 + std = 0.096 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_11_modules_block_modules_3_modules_0_parameters_weight_: + name = "L_self_modules_backbone_modules_11_modules_block_modules_3_modules_0_parameters_weight_" + shape = [112, 480, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.122 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_11_modules_block_modules_3_modules_1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_11_modules_block_modules_3_modules_1_buffers_running_mean_" + shape = [112] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.016 + std = 0.271 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_11_modules_block_modules_3_modules_1_buffers_running_var_: + name = "L_self_modules_backbone_modules_11_modules_block_modules_3_modules_1_buffers_running_var_" + shape = [112] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.233 + std = 0.180 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_11_modules_block_modules_3_modules_1_parameters_weight_: + name = "L_self_modules_backbone_modules_11_modules_block_modules_3_modules_1_parameters_weight_" + shape = [112] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.605 + std = 0.086 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_11_modules_block_modules_3_modules_1_parameters_bias_: + name = "L_self_modules_backbone_modules_11_modules_block_modules_3_modules_1_parameters_bias_" + shape = [112] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_12_modules_block_modules_0_modules_0_parameters_weight_: + name = "L_self_modules_backbone_modules_12_modules_block_modules_0_modules_0_parameters_weight_" + shape = [672, 112, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.001 + std = 0.096 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_12_modules_block_modules_0_modules_1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_12_modules_block_modules_0_modules_1_buffers_running_mean_" + shape = [672] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_12_modules_block_modules_0_modules_1_buffers_running_var_: + name = "L_self_modules_backbone_modules_12_modules_block_modules_0_modules_1_buffers_running_var_" + shape = [672] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.575 + std = 0.286 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_12_modules_block_modules_0_modules_1_parameters_weight_: + name = "L_self_modules_backbone_modules_12_modules_block_modules_0_modules_1_parameters_weight_" + shape = [672] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.396 + std = 0.334 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_12_modules_block_modules_0_modules_1_parameters_bias_: + name = "L_self_modules_backbone_modules_12_modules_block_modules_0_modules_1_parameters_bias_" + shape = [672] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.256 + std = 0.466 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_12_modules_block_modules_1_modules_0_parameters_weight_: + name = "L_self_modules_backbone_modules_12_modules_block_modules_1_modules_0_parameters_weight_" + shape = [672, 1, 3, 3] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.012 + std = 0.186 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_12_modules_block_modules_1_modules_1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_12_modules_block_modules_1_modules_1_buffers_running_mean_" + shape = [672] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.034 + std = 0.085 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_12_modules_block_modules_1_modules_1_buffers_running_var_: + name = "L_self_modules_backbone_modules_12_modules_block_modules_1_modules_1_buffers_running_var_" + shape = [672] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.012 + std = 0.015 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_12_modules_block_modules_1_modules_1_parameters_weight_: + name = "L_self_modules_backbone_modules_12_modules_block_modules_1_modules_1_parameters_weight_" + shape = [672] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.827 + std = 0.388 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_12_modules_block_modules_1_modules_1_parameters_bias_: + name = "L_self_modules_backbone_modules_12_modules_block_modules_1_modules_1_parameters_bias_" + shape = [672] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.177 + std = 0.330 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_12_modules_block_modules_2_modules_fc1_parameters_weight_: + name = "L_self_modules_backbone_modules_12_modules_block_modules_2_modules_fc1_parameters_weight_" + shape = [168, 672, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.072 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_12_modules_block_modules_2_modules_fc1_parameters_bias_: + name = "L_self_modules_backbone_modules_12_modules_block_modules_2_modules_fc1_parameters_bias_" + shape = [168] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.075 + std = 0.116 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_12_modules_block_modules_2_modules_fc2_parameters_weight_: + name = "L_self_modules_backbone_modules_12_modules_block_modules_2_modules_fc2_parameters_weight_" + shape = [672, 168, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.017 + std = 0.078 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_12_modules_block_modules_2_modules_fc2_parameters_bias_: + name = "L_self_modules_backbone_modules_12_modules_block_modules_2_modules_fc2_parameters_bias_" + shape = [672] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.097 + std = 0.084 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_12_modules_block_modules_3_modules_0_parameters_weight_: + name = "L_self_modules_backbone_modules_12_modules_block_modules_3_modules_0_parameters_weight_" + shape = [112, 672, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.090 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_12_modules_block_modules_3_modules_1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_12_modules_block_modules_3_modules_1_buffers_running_mean_" + shape = [112] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.003 + std = 0.101 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_12_modules_block_modules_3_modules_1_buffers_running_var_: + name = "L_self_modules_backbone_modules_12_modules_block_modules_3_modules_1_buffers_running_var_" + shape = [112] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.029 + std = 0.006 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_12_modules_block_modules_3_modules_1_parameters_weight_: + name = "L_self_modules_backbone_modules_12_modules_block_modules_3_modules_1_parameters_weight_" + shape = [112] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.557 + std = 0.164 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_12_modules_block_modules_3_modules_1_parameters_bias_: + name = "L_self_modules_backbone_modules_12_modules_block_modules_3_modules_1_parameters_bias_" + shape = [112] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_13_modules_block_modules_0_modules_0_parameters_weight_: + name = "L_self_modules_backbone_modules_13_modules_block_modules_0_modules_0_parameters_weight_" + shape = [672, 112, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.002 + std = 0.115 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_13_modules_block_modules_0_modules_1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_13_modules_block_modules_0_modules_1_buffers_running_mean_" + shape = [672] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_13_modules_block_modules_0_modules_1_buffers_running_var_: + name = "L_self_modules_backbone_modules_13_modules_block_modules_0_modules_1_buffers_running_var_" + shape = [672] + dtype = "torch.float32" + device = "cuda:0" + mean = 1.548 + std = 0.572 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_13_modules_block_modules_0_modules_1_parameters_weight_: + name = "L_self_modules_backbone_modules_13_modules_block_modules_0_modules_1_parameters_weight_" + shape = [672] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.607 + std = 0.494 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_13_modules_block_modules_0_modules_1_parameters_bias_: + name = "L_self_modules_backbone_modules_13_modules_block_modules_0_modules_1_parameters_bias_" + shape = [672] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.732 + std = 0.573 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_13_modules_block_modules_1_modules_0_parameters_weight_: + name = "L_self_modules_backbone_modules_13_modules_block_modules_1_modules_0_parameters_weight_" + shape = [672, 1, 5, 5] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.004 + std = 0.117 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_13_modules_block_modules_1_modules_1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_13_modules_block_modules_1_modules_1_buffers_running_mean_" + shape = [672] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.112 + std = 0.275 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_13_modules_block_modules_1_modules_1_buffers_running_var_: + name = "L_self_modules_backbone_modules_13_modules_block_modules_1_modules_1_buffers_running_var_" + shape = [672] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.051 + std = 0.085 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_13_modules_block_modules_1_modules_1_parameters_weight_: + name = "L_self_modules_backbone_modules_13_modules_block_modules_1_modules_1_parameters_weight_" + shape = [672] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.677 + std = 0.369 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_13_modules_block_modules_1_modules_1_parameters_bias_: + name = "L_self_modules_backbone_modules_13_modules_block_modules_1_modules_1_parameters_bias_" + shape = [672] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.020 + std = 0.417 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_13_modules_block_modules_2_modules_fc1_parameters_weight_: + name = "L_self_modules_backbone_modules_13_modules_block_modules_2_modules_fc1_parameters_weight_" + shape = [168, 672, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.002 + std = 0.071 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_13_modules_block_modules_2_modules_fc1_parameters_bias_: + name = "L_self_modules_backbone_modules_13_modules_block_modules_2_modules_fc1_parameters_bias_" + shape = [168] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.036 + std = 0.042 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_13_modules_block_modules_2_modules_fc2_parameters_weight_: + name = "L_self_modules_backbone_modules_13_modules_block_modules_2_modules_fc2_parameters_weight_" + shape = [672, 168, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.013 + std = 0.074 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_13_modules_block_modules_2_modules_fc2_parameters_bias_: + name = "L_self_modules_backbone_modules_13_modules_block_modules_2_modules_fc2_parameters_bias_" + shape = [672] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.108 + std = 0.106 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_13_modules_block_modules_3_modules_0_parameters_weight_: + name = "L_self_modules_backbone_modules_13_modules_block_modules_3_modules_0_parameters_weight_" + shape = [160, 672, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.109 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_13_modules_block_modules_3_modules_1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_13_modules_block_modules_3_modules_1_buffers_running_mean_" + shape = [160] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.003 + std = 0.189 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_13_modules_block_modules_3_modules_1_buffers_running_var_: + name = "L_self_modules_backbone_modules_13_modules_block_modules_3_modules_1_buffers_running_var_" + shape = [160] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.124 + std = 0.087 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_13_modules_block_modules_3_modules_1_parameters_weight_: + name = "L_self_modules_backbone_modules_13_modules_block_modules_3_modules_1_parameters_weight_" + shape = [160] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.415 + std = 0.057 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_13_modules_block_modules_3_modules_1_parameters_bias_: + name = "L_self_modules_backbone_modules_13_modules_block_modules_3_modules_1_parameters_bias_" + shape = [160] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_14_modules_block_modules_0_modules_0_parameters_weight_: + name = "L_self_modules_backbone_modules_14_modules_block_modules_0_modules_0_parameters_weight_" + shape = [960, 160, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.000 + std = 0.085 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_14_modules_block_modules_0_modules_1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_14_modules_block_modules_0_modules_1_buffers_running_mean_" + shape = [960] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_14_modules_block_modules_0_modules_1_buffers_running_var_: + name = "L_self_modules_backbone_modules_14_modules_block_modules_0_modules_1_buffers_running_var_" + shape = [960] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.285 + std = 0.112 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_14_modules_block_modules_0_modules_1_parameters_weight_: + name = "L_self_modules_backbone_modules_14_modules_block_modules_0_modules_1_parameters_weight_" + shape = [960] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.408 + std = 0.271 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_14_modules_block_modules_0_modules_1_parameters_bias_: + name = "L_self_modules_backbone_modules_14_modules_block_modules_0_modules_1_parameters_bias_" + shape = [960] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.188 + std = 0.341 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_14_modules_block_modules_1_modules_0_parameters_weight_: + name = "L_self_modules_backbone_modules_14_modules_block_modules_1_modules_0_parameters_weight_" + shape = [960, 1, 5, 5] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.009 + std = 0.111 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_14_modules_block_modules_1_modules_1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_14_modules_block_modules_1_modules_1_buffers_running_mean_" + shape = [960] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.039 + std = 0.086 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_14_modules_block_modules_1_modules_1_buffers_running_var_: + name = "L_self_modules_backbone_modules_14_modules_block_modules_1_modules_1_buffers_running_var_" + shape = [960] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.024 + std = 0.061 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_14_modules_block_modules_1_modules_1_parameters_weight_: + name = "L_self_modules_backbone_modules_14_modules_block_modules_1_modules_1_parameters_weight_" + shape = [960] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.901 + std = 0.229 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_14_modules_block_modules_1_modules_1_parameters_bias_: + name = "L_self_modules_backbone_modules_14_modules_block_modules_1_modules_1_parameters_bias_" + shape = [960] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.208 + std = 0.314 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_14_modules_block_modules_2_modules_fc1_parameters_weight_: + name = "L_self_modules_backbone_modules_14_modules_block_modules_2_modules_fc1_parameters_weight_" + shape = [240, 960, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.002 + std = 0.064 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_14_modules_block_modules_2_modules_fc1_parameters_bias_: + name = "L_self_modules_backbone_modules_14_modules_block_modules_2_modules_fc1_parameters_bias_" + shape = [240] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.041 + std = 0.082 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_14_modules_block_modules_2_modules_fc2_parameters_weight_: + name = "L_self_modules_backbone_modules_14_modules_block_modules_2_modules_fc2_parameters_weight_" + shape = [960, 240, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.020 + std = 0.069 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_14_modules_block_modules_2_modules_fc2_parameters_bias_: + name = "L_self_modules_backbone_modules_14_modules_block_modules_2_modules_fc2_parameters_bias_" + shape = [960] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.137 + std = 0.058 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_14_modules_block_modules_3_modules_0_parameters_weight_: + name = "L_self_modules_backbone_modules_14_modules_block_modules_3_modules_0_parameters_weight_" + shape = [160, 960, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.085 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_14_modules_block_modules_3_modules_1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_14_modules_block_modules_3_modules_1_buffers_running_mean_" + shape = [160] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.007 + std = 0.151 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_14_modules_block_modules_3_modules_1_buffers_running_var_: + name = "L_self_modules_backbone_modules_14_modules_block_modules_3_modules_1_buffers_running_var_" + shape = [160] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.032 + std = 0.006 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_14_modules_block_modules_3_modules_1_parameters_weight_: + name = "L_self_modules_backbone_modules_14_modules_block_modules_3_modules_1_parameters_weight_" + shape = [160] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.413 + std = 0.087 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_14_modules_block_modules_3_modules_1_parameters_bias_: + name = "L_self_modules_backbone_modules_14_modules_block_modules_3_modules_1_parameters_bias_" + shape = [160] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_15_modules_block_modules_0_modules_0_parameters_weight_: + name = "L_self_modules_backbone_modules_15_modules_block_modules_0_modules_0_parameters_weight_" + shape = [960, 160, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.000 + std = 0.096 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_15_modules_block_modules_0_modules_1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_15_modules_block_modules_0_modules_1_buffers_running_mean_" + shape = [960] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_15_modules_block_modules_0_modules_1_buffers_running_var_: + name = "L_self_modules_backbone_modules_15_modules_block_modules_0_modules_1_buffers_running_var_" + shape = [960] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.801 + std = 0.275 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_15_modules_block_modules_0_modules_1_parameters_weight_: + name = "L_self_modules_backbone_modules_15_modules_block_modules_0_modules_1_parameters_weight_" + shape = [960] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.656 + std = 0.256 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_15_modules_block_modules_0_modules_1_parameters_bias_: + name = "L_self_modules_backbone_modules_15_modules_block_modules_0_modules_1_parameters_bias_" + shape = [960] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.622 + std = 0.408 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_15_modules_block_modules_1_modules_0_parameters_weight_: + name = "L_self_modules_backbone_modules_15_modules_block_modules_1_modules_0_parameters_weight_" + shape = [960, 1, 5, 5] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.032 + std = 0.081 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_15_modules_block_modules_1_modules_1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_15_modules_block_modules_1_modules_1_buffers_running_mean_" + shape = [960] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.154 + std = 0.109 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_15_modules_block_modules_1_modules_1_buffers_running_var_: + name = "L_self_modules_backbone_modules_15_modules_block_modules_1_modules_1_buffers_running_var_" + shape = [960] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.029 + std = 0.040 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_15_modules_block_modules_1_modules_1_parameters_weight_: + name = "L_self_modules_backbone_modules_15_modules_block_modules_1_modules_1_parameters_weight_" + shape = [960] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.927 + std = 0.173 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_15_modules_block_modules_1_modules_1_parameters_bias_: + name = "L_self_modules_backbone_modules_15_modules_block_modules_1_modules_1_parameters_bias_" + shape = [960] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.086 + std = 0.230 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_15_modules_block_modules_2_modules_fc1_parameters_weight_: + name = "L_self_modules_backbone_modules_15_modules_block_modules_2_modules_fc1_parameters_weight_" + shape = [240, 960, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.003 + std = 0.073 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_15_modules_block_modules_2_modules_fc1_parameters_bias_: + name = "L_self_modules_backbone_modules_15_modules_block_modules_2_modules_fc1_parameters_bias_" + shape = [240] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.030 + std = 0.103 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_15_modules_block_modules_2_modules_fc2_parameters_weight_: + name = "L_self_modules_backbone_modules_15_modules_block_modules_2_modules_fc2_parameters_weight_" + shape = [960, 240, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.020 + std = 0.077 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_15_modules_block_modules_2_modules_fc2_parameters_bias_: + name = "L_self_modules_backbone_modules_15_modules_block_modules_2_modules_fc2_parameters_bias_" + shape = [960] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.125 + std = 0.054 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_15_modules_block_modules_3_modules_0_parameters_weight_: + name = "L_self_modules_backbone_modules_15_modules_block_modules_3_modules_0_parameters_weight_" + shape = [160, 960, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.091 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_15_modules_block_modules_3_modules_1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_15_modules_block_modules_3_modules_1_buffers_running_mean_" + shape = [160] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.001 + std = 0.085 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_15_modules_block_modules_3_modules_1_buffers_running_var_: + name = "L_self_modules_backbone_modules_15_modules_block_modules_3_modules_1_buffers_running_var_" + shape = [160] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.053 + std = 0.007 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_15_modules_block_modules_3_modules_1_parameters_weight_: + name = "L_self_modules_backbone_modules_15_modules_block_modules_3_modules_1_parameters_weight_" + shape = [160] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.824 + std = 0.121 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_15_modules_block_modules_3_modules_1_parameters_bias_: + name = "L_self_modules_backbone_modules_15_modules_block_modules_3_modules_1_parameters_bias_" + shape = [160] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_16_modules_0_parameters_weight_: + name = "L_self_modules_backbone_modules_16_modules_0_parameters_weight_" + shape = [960, 160, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.104 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_16_modules_1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_16_modules_1_buffers_running_mean_" + shape = [960] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_16_modules_1_buffers_running_var_: + name = "L_self_modules_backbone_modules_16_modules_1_buffers_running_var_" + shape = [960] + dtype = "torch.float32" + device = "cuda:0" + mean = 2.423 + std = 0.751 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_16_modules_1_parameters_weight_: + name = "L_self_modules_backbone_modules_16_modules_1_parameters_weight_" + shape = [960] + dtype = "torch.float32" + device = "cuda:0" + mean = 2.261 + std = 0.304 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_16_modules_1_parameters_bias_: + name = "L_self_modules_backbone_modules_16_modules_1_parameters_bias_" + shape = [960] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.827 + std = 0.454 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_0_modules_convs_modules_0_modules_0_parameters_weight_: + name = "L_self_modules_classifier_modules_0_modules_convs_modules_0_modules_0_parameters_weight_" + shape = [256, 960, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.019 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_0_modules_convs_modules_0_modules_1_buffers_running_mean_: + name = "L_self_modules_classifier_modules_0_modules_convs_modules_0_modules_1_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.298 + std = 0.155 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_0_modules_convs_modules_0_modules_1_buffers_running_var_: + name = "L_self_modules_classifier_modules_0_modules_convs_modules_0_modules_1_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.635 + std = 0.122 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_0_modules_convs_modules_0_modules_1_parameters_weight_: + name = "L_self_modules_classifier_modules_0_modules_convs_modules_0_modules_1_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.989 + std = 0.003 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_0_modules_convs_modules_0_modules_1_parameters_bias_: + name = "L_self_modules_classifier_modules_0_modules_convs_modules_0_modules_1_parameters_bias_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.007 + std = 0.003 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_0_modules_convs_modules_1_modules_0_parameters_weight_: + name = "L_self_modules_classifier_modules_0_modules_convs_modules_1_modules_0_parameters_weight_" + shape = [256, 960, 3, 3] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.007 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_0_modules_convs_modules_1_modules_1_buffers_running_mean_: + name = "L_self_modules_classifier_modules_0_modules_convs_modules_1_modules_1_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.333 + std = 0.163 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_0_modules_convs_modules_1_modules_1_buffers_running_var_: + name = "L_self_modules_classifier_modules_0_modules_convs_modules_1_modules_1_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.682 + std = 0.141 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_0_modules_convs_modules_1_modules_1_parameters_weight_: + name = "L_self_modules_classifier_modules_0_modules_convs_modules_1_modules_1_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.994 + std = 0.004 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_0_modules_convs_modules_1_modules_1_parameters_bias_: + name = "L_self_modules_classifier_modules_0_modules_convs_modules_1_modules_1_parameters_bias_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.011 + std = 0.004 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_0_modules_convs_modules_2_modules_0_parameters_weight_: + name = "L_self_modules_classifier_modules_0_modules_convs_modules_2_modules_0_parameters_weight_" + shape = [256, 960, 3, 3] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.007 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_0_modules_convs_modules_2_modules_1_buffers_running_mean_: + name = "L_self_modules_classifier_modules_0_modules_convs_modules_2_modules_1_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.206 + std = 0.114 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_0_modules_convs_modules_2_modules_1_buffers_running_var_: + name = "L_self_modules_classifier_modules_0_modules_convs_modules_2_modules_1_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.354 + std = 0.094 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_0_modules_convs_modules_2_modules_1_parameters_weight_: + name = "L_self_modules_classifier_modules_0_modules_convs_modules_2_modules_1_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.993 + std = 0.003 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_0_modules_convs_modules_2_modules_1_parameters_bias_: + name = "L_self_modules_classifier_modules_0_modules_convs_modules_2_modules_1_parameters_bias_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.010 + std = 0.004 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_0_modules_convs_modules_3_modules_0_parameters_weight_: + name = "L_self_modules_classifier_modules_0_modules_convs_modules_3_modules_0_parameters_weight_" + shape = [256, 960, 3, 3] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.007 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_0_modules_convs_modules_3_modules_1_buffers_running_mean_: + name = "L_self_modules_classifier_modules_0_modules_convs_modules_3_modules_1_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.164 + std = 0.087 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_0_modules_convs_modules_3_modules_1_buffers_running_var_: + name = "L_self_modules_classifier_modules_0_modules_convs_modules_3_modules_1_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.290 + std = 0.076 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_0_modules_convs_modules_3_modules_1_parameters_weight_: + name = "L_self_modules_classifier_modules_0_modules_convs_modules_3_modules_1_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.997 + std = 0.004 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_0_modules_convs_modules_3_modules_1_parameters_bias_: + name = "L_self_modules_classifier_modules_0_modules_convs_modules_3_modules_1_parameters_bias_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.012 + std = 0.006 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_0_modules_convs_modules_4_modules_1_parameters_weight_: + name = "L_self_modules_classifier_modules_0_modules_convs_modules_4_modules_1_parameters_weight_" + shape = [256, 960, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.025 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_0_modules_convs_modules_4_modules_2_buffers_running_mean_: + name = "L_self_modules_classifier_modules_0_modules_convs_modules_4_modules_2_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.312 + std = 0.256 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_0_modules_convs_modules_4_modules_2_buffers_running_var_: + name = "L_self_modules_classifier_modules_0_modules_convs_modules_4_modules_2_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.146 + std = 0.033 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_0_modules_convs_modules_4_modules_2_parameters_weight_: + name = "L_self_modules_classifier_modules_0_modules_convs_modules_4_modules_2_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 1.004 + std = 0.014 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_0_modules_convs_modules_4_modules_2_parameters_bias_: + name = "L_self_modules_classifier_modules_0_modules_convs_modules_4_modules_2_parameters_bias_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.014 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_0_modules_project_modules_0_parameters_weight_: + name = "L_self_modules_classifier_modules_0_modules_project_modules_0_parameters_weight_" + shape = [256, 1280, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.020 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_0_modules_project_modules_1_buffers_running_mean_: + name = "L_self_modules_classifier_modules_0_modules_project_modules_1_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.199 + std = 0.286 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_0_modules_project_modules_1_buffers_running_var_: + name = "L_self_modules_classifier_modules_0_modules_project_modules_1_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.464 + std = 0.122 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_0_modules_project_modules_1_parameters_weight_: + name = "L_self_modules_classifier_modules_0_modules_project_modules_1_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.995 + std = 0.013 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_0_modules_project_modules_1_parameters_bias_: + name = ( + "L_self_modules_classifier_modules_0_modules_project_modules_1_parameters_bias_" + ) + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.027 + std = 0.027 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_1_parameters_weight_: + name = "L_self_modules_classifier_modules_1_parameters_weight_" + shape = [256, 256, 3, 3] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.014 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_2_buffers_running_mean_: + name = "L_self_modules_classifier_modules_2_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.609 + std = 0.502 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_2_buffers_running_var_: + name = "L_self_modules_classifier_modules_2_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 1.919 + std = 0.545 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_2_parameters_weight_: + name = "L_self_modules_classifier_modules_2_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 1.017 + std = 0.024 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_2_parameters_bias_: + name = "L_self_modules_classifier_modules_2_parameters_bias_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.042 + std = 0.023 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_4_parameters_weight_: + name = "L_self_modules_classifier_modules_4_parameters_weight_" + shape = [21, 256, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.001 + std = 0.103 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_4_parameters_bias_: + name = "L_self_modules_classifier_modules_4_parameters_bias_" + shape = [21] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.000 + std = 0.171 + data = None + + +class Program_weight_tensor_meta_L_self_modules_aux_classifier_modules_0_parameters_weight_: + name = "L_self_modules_aux_classifier_modules_0_parameters_weight_" + shape = [10, 40, 3, 3] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.002 + std = 0.185 + data = None + + +class Program_weight_tensor_meta_L_self_modules_aux_classifier_modules_1_buffers_running_mean_: + name = "L_self_modules_aux_classifier_modules_1_buffers_running_mean_" + shape = [10] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.972 + std = 0.888 + data = None + + +class Program_weight_tensor_meta_L_self_modules_aux_classifier_modules_1_buffers_running_var_: + name = "L_self_modules_aux_classifier_modules_1_buffers_running_var_" + shape = [10] + dtype = "torch.float32" + device = "cuda:0" + mean = 25.454 + std = 8.174 + data = None + + +class Program_weight_tensor_meta_L_self_modules_aux_classifier_modules_1_parameters_weight_: + name = "L_self_modules_aux_classifier_modules_1_parameters_weight_" + shape = [10] + dtype = "torch.float32" + device = "cuda:0" + mean = 1.046 + std = 0.295 + data = None + + +class Program_weight_tensor_meta_L_self_modules_aux_classifier_modules_1_parameters_bias_: + name = "L_self_modules_aux_classifier_modules_1_parameters_bias_" + shape = [10] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.262 + std = 0.174 + data = None + + +class Program_weight_tensor_meta_L_self_modules_aux_classifier_modules_4_parameters_weight_: + name = "L_self_modules_aux_classifier_modules_4_parameters_weight_" + shape = [21, 10, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.005 + std = 0.697 + data = None + + +class Program_weight_tensor_meta_L_self_modules_aux_classifier_modules_4_parameters_bias_: + name = "L_self_modules_aux_classifier_modules_4_parameters_bias_" + shape = [21] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.051 + std = 1.297 + data = None diff --git a/samples/torchvision/deeplabv3_resnet101/graph_hash.txt b/samples/torchvision/deeplabv3_resnet101/graph_hash.txt new file mode 100644 index 000000000..1cab24606 --- /dev/null +++ b/samples/torchvision/deeplabv3_resnet101/graph_hash.txt @@ -0,0 +1 @@ +287325ac713526e2d89283a69ab9007a69b6b5792957b0bd4b219e42adee394b \ No newline at end of file diff --git a/samples/torchvision/deeplabv3_resnet101/graph_net.json b/samples/torchvision/deeplabv3_resnet101/graph_net.json new file mode 100644 index 000000000..1373fe3b5 --- /dev/null +++ b/samples/torchvision/deeplabv3_resnet101/graph_net.json @@ -0,0 +1,5 @@ +{ + "framework": "torch", + "num_devices_required": 1, + "num_nodes_required": 1 +} \ No newline at end of file diff --git a/samples/torchvision/deeplabv3_resnet101/input_meta.py b/samples/torchvision/deeplabv3_resnet101/input_meta.py new file mode 100644 index 000000000..e69de29bb diff --git a/samples/torchvision/deeplabv3_resnet101/input_tensor_constraints.py b/samples/torchvision/deeplabv3_resnet101/input_tensor_constraints.py new file mode 100644 index 000000000..e69de29bb diff --git a/samples/torchvision/deeplabv3_resnet101/model.py b/samples/torchvision/deeplabv3_resnet101/model.py new file mode 100644 index 000000000..d8612f2c7 --- /dev/null +++ b/samples/torchvision/deeplabv3_resnet101/model.py @@ -0,0 +1,3985 @@ +import torch + + +class GraphModule(torch.nn.Module): + def forward( + self, + L_x_: torch.Tensor, + L_self_modules_backbone_modules_conv1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_bn1_buffers_running_mean_: torch.Tensor, + L_self_modules_backbone_modules_bn1_buffers_running_var_: torch.Tensor, + L_self_modules_backbone_modules_bn1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_bn1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_layer1_modules_0_modules_conv1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_layer1_modules_0_modules_bn1_buffers_running_mean_: torch.Tensor, + L_self_modules_backbone_modules_layer1_modules_0_modules_bn1_buffers_running_var_: torch.Tensor, + L_self_modules_backbone_modules_layer1_modules_0_modules_bn1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_layer1_modules_0_modules_bn1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_layer1_modules_0_modules_conv2_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_layer1_modules_0_modules_bn2_buffers_running_mean_: torch.Tensor, + 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L_self_modules_backbone_modules_layer3_modules_21_modules_bn1_buffers_running_var_: torch.Tensor, + L_self_modules_backbone_modules_layer3_modules_21_modules_bn1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_layer3_modules_21_modules_bn1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_layer3_modules_21_modules_conv2_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_layer3_modules_21_modules_bn2_buffers_running_mean_: torch.Tensor, + L_self_modules_backbone_modules_layer3_modules_21_modules_bn2_buffers_running_var_: torch.Tensor, + L_self_modules_backbone_modules_layer3_modules_21_modules_bn2_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_layer3_modules_21_modules_bn2_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_layer3_modules_21_modules_conv3_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_layer3_modules_21_modules_bn3_buffers_running_mean_: torch.Tensor, + L_self_modules_backbone_modules_layer3_modules_21_modules_bn3_buffers_running_var_: torch.Tensor, + L_self_modules_backbone_modules_layer3_modules_21_modules_bn3_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_layer3_modules_21_modules_bn3_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_layer3_modules_22_modules_conv1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_layer3_modules_22_modules_bn1_buffers_running_mean_: torch.Tensor, + L_self_modules_backbone_modules_layer3_modules_22_modules_bn1_buffers_running_var_: torch.Tensor, + L_self_modules_backbone_modules_layer3_modules_22_modules_bn1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_layer3_modules_22_modules_bn1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_layer3_modules_22_modules_conv2_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_layer3_modules_22_modules_bn2_buffers_running_mean_: torch.Tensor, + L_self_modules_backbone_modules_layer3_modules_22_modules_bn2_buffers_running_var_: torch.Tensor, + L_self_modules_backbone_modules_layer3_modules_22_modules_bn2_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_layer3_modules_22_modules_bn2_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_layer3_modules_22_modules_conv3_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_layer3_modules_22_modules_bn3_buffers_running_mean_: torch.Tensor, + L_self_modules_backbone_modules_layer3_modules_22_modules_bn3_buffers_running_var_: torch.Tensor, + L_self_modules_backbone_modules_layer3_modules_22_modules_bn3_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_layer3_modules_22_modules_bn3_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_layer4_modules_0_modules_conv1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_layer4_modules_0_modules_bn1_buffers_running_mean_: torch.Tensor, + L_self_modules_backbone_modules_layer4_modules_0_modules_bn1_buffers_running_var_: torch.Tensor, + L_self_modules_backbone_modules_layer4_modules_0_modules_bn1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_layer4_modules_0_modules_bn1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_layer4_modules_0_modules_conv2_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_layer4_modules_0_modules_bn2_buffers_running_mean_: torch.Tensor, + L_self_modules_backbone_modules_layer4_modules_0_modules_bn2_buffers_running_var_: torch.Tensor, + L_self_modules_backbone_modules_layer4_modules_0_modules_bn2_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_layer4_modules_0_modules_bn2_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_layer4_modules_0_modules_conv3_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_layer4_modules_0_modules_bn3_buffers_running_mean_: torch.Tensor, + L_self_modules_backbone_modules_layer4_modules_0_modules_bn3_buffers_running_var_: torch.Tensor, + L_self_modules_backbone_modules_layer4_modules_0_modules_bn3_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_layer4_modules_0_modules_bn3_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_layer4_modules_0_modules_downsample_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_layer4_modules_0_modules_downsample_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_backbone_modules_layer4_modules_0_modules_downsample_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_backbone_modules_layer4_modules_0_modules_downsample_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_layer4_modules_0_modules_downsample_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_layer4_modules_1_modules_conv1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_layer4_modules_1_modules_bn1_buffers_running_mean_: torch.Tensor, + L_self_modules_backbone_modules_layer4_modules_1_modules_bn1_buffers_running_var_: torch.Tensor, + L_self_modules_backbone_modules_layer4_modules_1_modules_bn1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_layer4_modules_1_modules_bn1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_layer4_modules_1_modules_conv2_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_layer4_modules_1_modules_bn2_buffers_running_mean_: torch.Tensor, + L_self_modules_backbone_modules_layer4_modules_1_modules_bn2_buffers_running_var_: torch.Tensor, + L_self_modules_backbone_modules_layer4_modules_1_modules_bn2_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_layer4_modules_1_modules_bn2_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_layer4_modules_1_modules_conv3_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_layer4_modules_1_modules_bn3_buffers_running_mean_: torch.Tensor, + L_self_modules_backbone_modules_layer4_modules_1_modules_bn3_buffers_running_var_: torch.Tensor, + L_self_modules_backbone_modules_layer4_modules_1_modules_bn3_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_layer4_modules_1_modules_bn3_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_layer4_modules_2_modules_conv1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_layer4_modules_2_modules_bn1_buffers_running_mean_: torch.Tensor, + L_self_modules_backbone_modules_layer4_modules_2_modules_bn1_buffers_running_var_: torch.Tensor, + L_self_modules_backbone_modules_layer4_modules_2_modules_bn1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_layer4_modules_2_modules_bn1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_layer4_modules_2_modules_conv2_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_layer4_modules_2_modules_bn2_buffers_running_mean_: torch.Tensor, + L_self_modules_backbone_modules_layer4_modules_2_modules_bn2_buffers_running_var_: torch.Tensor, + L_self_modules_backbone_modules_layer4_modules_2_modules_bn2_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_layer4_modules_2_modules_bn2_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_layer4_modules_2_modules_conv3_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_layer4_modules_2_modules_bn3_buffers_running_mean_: torch.Tensor, + L_self_modules_backbone_modules_layer4_modules_2_modules_bn3_buffers_running_var_: torch.Tensor, + L_self_modules_backbone_modules_layer4_modules_2_modules_bn3_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_layer4_modules_2_modules_bn3_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_classifier_modules_0_modules_convs_modules_0_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_classifier_modules_0_modules_convs_modules_0_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_classifier_modules_0_modules_convs_modules_0_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_classifier_modules_0_modules_convs_modules_0_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_classifier_modules_0_modules_convs_modules_0_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_classifier_modules_0_modules_convs_modules_1_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_classifier_modules_0_modules_convs_modules_1_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_classifier_modules_0_modules_convs_modules_1_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_classifier_modules_0_modules_convs_modules_1_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_classifier_modules_0_modules_convs_modules_1_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_classifier_modules_0_modules_convs_modules_2_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_classifier_modules_0_modules_convs_modules_2_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_classifier_modules_0_modules_convs_modules_2_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_classifier_modules_0_modules_convs_modules_2_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_classifier_modules_0_modules_convs_modules_2_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_classifier_modules_0_modules_convs_modules_3_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_classifier_modules_0_modules_convs_modules_3_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_classifier_modules_0_modules_convs_modules_3_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_classifier_modules_0_modules_convs_modules_3_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_classifier_modules_0_modules_convs_modules_3_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_classifier_modules_0_modules_convs_modules_4_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_classifier_modules_0_modules_convs_modules_4_modules_2_buffers_running_mean_: torch.Tensor, + L_self_modules_classifier_modules_0_modules_convs_modules_4_modules_2_buffers_running_var_: torch.Tensor, + L_self_modules_classifier_modules_0_modules_convs_modules_4_modules_2_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_classifier_modules_0_modules_convs_modules_4_modules_2_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_classifier_modules_0_modules_project_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_classifier_modules_0_modules_project_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_classifier_modules_0_modules_project_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_classifier_modules_0_modules_project_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_classifier_modules_0_modules_project_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_classifier_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_classifier_modules_2_buffers_running_mean_: torch.Tensor, + L_self_modules_classifier_modules_2_buffers_running_var_: torch.Tensor, + L_self_modules_classifier_modules_2_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_classifier_modules_2_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_classifier_modules_4_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_classifier_modules_4_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_aux_classifier_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_aux_classifier_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_aux_classifier_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_aux_classifier_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_aux_classifier_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_aux_classifier_modules_4_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_aux_classifier_modules_4_parameters_bias_: torch.nn.parameter.Parameter, + ): + l_x_ = L_x_ + l_self_modules_backbone_modules_conv1_parameters_weight_ = ( + L_self_modules_backbone_modules_conv1_parameters_weight_ + ) + l_self_modules_backbone_modules_bn1_buffers_running_mean_ = ( + L_self_modules_backbone_modules_bn1_buffers_running_mean_ + ) + l_self_modules_backbone_modules_bn1_buffers_running_var_ = ( + L_self_modules_backbone_modules_bn1_buffers_running_var_ + ) + l_self_modules_backbone_modules_bn1_parameters_weight_ = ( + L_self_modules_backbone_modules_bn1_parameters_weight_ + ) + l_self_modules_backbone_modules_bn1_parameters_bias_ = ( + L_self_modules_backbone_modules_bn1_parameters_bias_ + ) + l_self_modules_backbone_modules_layer1_modules_0_modules_conv1_parameters_weight_ = L_self_modules_backbone_modules_layer1_modules_0_modules_conv1_parameters_weight_ + l_self_modules_backbone_modules_layer1_modules_0_modules_bn1_buffers_running_mean_ = L_self_modules_backbone_modules_layer1_modules_0_modules_bn1_buffers_running_mean_ + l_self_modules_backbone_modules_layer1_modules_0_modules_bn1_buffers_running_var_ = L_self_modules_backbone_modules_layer1_modules_0_modules_bn1_buffers_running_var_ + l_self_modules_backbone_modules_layer1_modules_0_modules_bn1_parameters_weight_ = L_self_modules_backbone_modules_layer1_modules_0_modules_bn1_parameters_weight_ + l_self_modules_backbone_modules_layer1_modules_0_modules_bn1_parameters_bias_ = L_self_modules_backbone_modules_layer1_modules_0_modules_bn1_parameters_bias_ + l_self_modules_backbone_modules_layer1_modules_0_modules_conv2_parameters_weight_ = L_self_modules_backbone_modules_layer1_modules_0_modules_conv2_parameters_weight_ + l_self_modules_backbone_modules_layer1_modules_0_modules_bn2_buffers_running_mean_ = L_self_modules_backbone_modules_layer1_modules_0_modules_bn2_buffers_running_mean_ + l_self_modules_backbone_modules_layer1_modules_0_modules_bn2_buffers_running_var_ = L_self_modules_backbone_modules_layer1_modules_0_modules_bn2_buffers_running_var_ + l_self_modules_backbone_modules_layer1_modules_0_modules_bn2_parameters_weight_ = L_self_modules_backbone_modules_layer1_modules_0_modules_bn2_parameters_weight_ + l_self_modules_backbone_modules_layer1_modules_0_modules_bn2_parameters_bias_ = L_self_modules_backbone_modules_layer1_modules_0_modules_bn2_parameters_bias_ + l_self_modules_backbone_modules_layer1_modules_0_modules_conv3_parameters_weight_ = L_self_modules_backbone_modules_layer1_modules_0_modules_conv3_parameters_weight_ + l_self_modules_backbone_modules_layer1_modules_0_modules_bn3_buffers_running_mean_ = L_self_modules_backbone_modules_layer1_modules_0_modules_bn3_buffers_running_mean_ + l_self_modules_backbone_modules_layer1_modules_0_modules_bn3_buffers_running_var_ = L_self_modules_backbone_modules_layer1_modules_0_modules_bn3_buffers_running_var_ + l_self_modules_backbone_modules_layer1_modules_0_modules_bn3_parameters_weight_ = L_self_modules_backbone_modules_layer1_modules_0_modules_bn3_parameters_weight_ + l_self_modules_backbone_modules_layer1_modules_0_modules_bn3_parameters_bias_ = L_self_modules_backbone_modules_layer1_modules_0_modules_bn3_parameters_bias_ + l_self_modules_backbone_modules_layer1_modules_0_modules_downsample_modules_0_parameters_weight_ = L_self_modules_backbone_modules_layer1_modules_0_modules_downsample_modules_0_parameters_weight_ + l_self_modules_backbone_modules_layer1_modules_0_modules_downsample_modules_1_buffers_running_mean_ = L_self_modules_backbone_modules_layer1_modules_0_modules_downsample_modules_1_buffers_running_mean_ + l_self_modules_backbone_modules_layer1_modules_0_modules_downsample_modules_1_buffers_running_var_ = L_self_modules_backbone_modules_layer1_modules_0_modules_downsample_modules_1_buffers_running_var_ + l_self_modules_backbone_modules_layer1_modules_0_modules_downsample_modules_1_parameters_weight_ = L_self_modules_backbone_modules_layer1_modules_0_modules_downsample_modules_1_parameters_weight_ + l_self_modules_backbone_modules_layer1_modules_0_modules_downsample_modules_1_parameters_bias_ = L_self_modules_backbone_modules_layer1_modules_0_modules_downsample_modules_1_parameters_bias_ + l_self_modules_backbone_modules_layer1_modules_1_modules_conv1_parameters_weight_ = L_self_modules_backbone_modules_layer1_modules_1_modules_conv1_parameters_weight_ + l_self_modules_backbone_modules_layer1_modules_1_modules_bn1_buffers_running_mean_ = L_self_modules_backbone_modules_layer1_modules_1_modules_bn1_buffers_running_mean_ + l_self_modules_backbone_modules_layer1_modules_1_modules_bn1_buffers_running_var_ = L_self_modules_backbone_modules_layer1_modules_1_modules_bn1_buffers_running_var_ + l_self_modules_backbone_modules_layer1_modules_1_modules_bn1_parameters_weight_ = L_self_modules_backbone_modules_layer1_modules_1_modules_bn1_parameters_weight_ + l_self_modules_backbone_modules_layer1_modules_1_modules_bn1_parameters_bias_ = L_self_modules_backbone_modules_layer1_modules_1_modules_bn1_parameters_bias_ + l_self_modules_backbone_modules_layer1_modules_1_modules_conv2_parameters_weight_ = L_self_modules_backbone_modules_layer1_modules_1_modules_conv2_parameters_weight_ + l_self_modules_backbone_modules_layer1_modules_1_modules_bn2_buffers_running_mean_ = L_self_modules_backbone_modules_layer1_modules_1_modules_bn2_buffers_running_mean_ + l_self_modules_backbone_modules_layer1_modules_1_modules_bn2_buffers_running_var_ = L_self_modules_backbone_modules_layer1_modules_1_modules_bn2_buffers_running_var_ + l_self_modules_backbone_modules_layer1_modules_1_modules_bn2_parameters_weight_ = L_self_modules_backbone_modules_layer1_modules_1_modules_bn2_parameters_weight_ + l_self_modules_backbone_modules_layer1_modules_1_modules_bn2_parameters_bias_ = L_self_modules_backbone_modules_layer1_modules_1_modules_bn2_parameters_bias_ + l_self_modules_backbone_modules_layer1_modules_1_modules_conv3_parameters_weight_ = L_self_modules_backbone_modules_layer1_modules_1_modules_conv3_parameters_weight_ + l_self_modules_backbone_modules_layer1_modules_1_modules_bn3_buffers_running_mean_ = L_self_modules_backbone_modules_layer1_modules_1_modules_bn3_buffers_running_mean_ + l_self_modules_backbone_modules_layer1_modules_1_modules_bn3_buffers_running_var_ = L_self_modules_backbone_modules_layer1_modules_1_modules_bn3_buffers_running_var_ + l_self_modules_backbone_modules_layer1_modules_1_modules_bn3_parameters_weight_ = L_self_modules_backbone_modules_layer1_modules_1_modules_bn3_parameters_weight_ + l_self_modules_backbone_modules_layer1_modules_1_modules_bn3_parameters_bias_ = L_self_modules_backbone_modules_layer1_modules_1_modules_bn3_parameters_bias_ + l_self_modules_backbone_modules_layer1_modules_2_modules_conv1_parameters_weight_ = L_self_modules_backbone_modules_layer1_modules_2_modules_conv1_parameters_weight_ + l_self_modules_backbone_modules_layer1_modules_2_modules_bn1_buffers_running_mean_ = L_self_modules_backbone_modules_layer1_modules_2_modules_bn1_buffers_running_mean_ + l_self_modules_backbone_modules_layer1_modules_2_modules_bn1_buffers_running_var_ = L_self_modules_backbone_modules_layer1_modules_2_modules_bn1_buffers_running_var_ + l_self_modules_backbone_modules_layer1_modules_2_modules_bn1_parameters_weight_ = L_self_modules_backbone_modules_layer1_modules_2_modules_bn1_parameters_weight_ + l_self_modules_backbone_modules_layer1_modules_2_modules_bn1_parameters_bias_ = L_self_modules_backbone_modules_layer1_modules_2_modules_bn1_parameters_bias_ + l_self_modules_backbone_modules_layer1_modules_2_modules_conv2_parameters_weight_ = L_self_modules_backbone_modules_layer1_modules_2_modules_conv2_parameters_weight_ + l_self_modules_backbone_modules_layer1_modules_2_modules_bn2_buffers_running_mean_ = L_self_modules_backbone_modules_layer1_modules_2_modules_bn2_buffers_running_mean_ + l_self_modules_backbone_modules_layer1_modules_2_modules_bn2_buffers_running_var_ = L_self_modules_backbone_modules_layer1_modules_2_modules_bn2_buffers_running_var_ + l_self_modules_backbone_modules_layer1_modules_2_modules_bn2_parameters_weight_ = L_self_modules_backbone_modules_layer1_modules_2_modules_bn2_parameters_weight_ + l_self_modules_backbone_modules_layer1_modules_2_modules_bn2_parameters_bias_ = L_self_modules_backbone_modules_layer1_modules_2_modules_bn2_parameters_bias_ + l_self_modules_backbone_modules_layer1_modules_2_modules_conv3_parameters_weight_ = L_self_modules_backbone_modules_layer1_modules_2_modules_conv3_parameters_weight_ + l_self_modules_backbone_modules_layer1_modules_2_modules_bn3_buffers_running_mean_ = L_self_modules_backbone_modules_layer1_modules_2_modules_bn3_buffers_running_mean_ + l_self_modules_backbone_modules_layer1_modules_2_modules_bn3_buffers_running_var_ = L_self_modules_backbone_modules_layer1_modules_2_modules_bn3_buffers_running_var_ + l_self_modules_backbone_modules_layer1_modules_2_modules_bn3_parameters_weight_ = L_self_modules_backbone_modules_layer1_modules_2_modules_bn3_parameters_weight_ + l_self_modules_backbone_modules_layer1_modules_2_modules_bn3_parameters_bias_ = L_self_modules_backbone_modules_layer1_modules_2_modules_bn3_parameters_bias_ + l_self_modules_backbone_modules_layer2_modules_0_modules_conv1_parameters_weight_ = L_self_modules_backbone_modules_layer2_modules_0_modules_conv1_parameters_weight_ + l_self_modules_backbone_modules_layer2_modules_0_modules_bn1_buffers_running_mean_ = L_self_modules_backbone_modules_layer2_modules_0_modules_bn1_buffers_running_mean_ + l_self_modules_backbone_modules_layer2_modules_0_modules_bn1_buffers_running_var_ = L_self_modules_backbone_modules_layer2_modules_0_modules_bn1_buffers_running_var_ + l_self_modules_backbone_modules_layer2_modules_0_modules_bn1_parameters_weight_ = L_self_modules_backbone_modules_layer2_modules_0_modules_bn1_parameters_weight_ + l_self_modules_backbone_modules_layer2_modules_0_modules_bn1_parameters_bias_ = L_self_modules_backbone_modules_layer2_modules_0_modules_bn1_parameters_bias_ + l_self_modules_backbone_modules_layer2_modules_0_modules_conv2_parameters_weight_ = L_self_modules_backbone_modules_layer2_modules_0_modules_conv2_parameters_weight_ + l_self_modules_backbone_modules_layer2_modules_0_modules_bn2_buffers_running_mean_ = L_self_modules_backbone_modules_layer2_modules_0_modules_bn2_buffers_running_mean_ + l_self_modules_backbone_modules_layer2_modules_0_modules_bn2_buffers_running_var_ = L_self_modules_backbone_modules_layer2_modules_0_modules_bn2_buffers_running_var_ + l_self_modules_backbone_modules_layer2_modules_0_modules_bn2_parameters_weight_ = L_self_modules_backbone_modules_layer2_modules_0_modules_bn2_parameters_weight_ + l_self_modules_backbone_modules_layer2_modules_0_modules_bn2_parameters_bias_ = L_self_modules_backbone_modules_layer2_modules_0_modules_bn2_parameters_bias_ + l_self_modules_backbone_modules_layer2_modules_0_modules_conv3_parameters_weight_ = L_self_modules_backbone_modules_layer2_modules_0_modules_conv3_parameters_weight_ + l_self_modules_backbone_modules_layer2_modules_0_modules_bn3_buffers_running_mean_ = L_self_modules_backbone_modules_layer2_modules_0_modules_bn3_buffers_running_mean_ + l_self_modules_backbone_modules_layer2_modules_0_modules_bn3_buffers_running_var_ = L_self_modules_backbone_modules_layer2_modules_0_modules_bn3_buffers_running_var_ + l_self_modules_backbone_modules_layer2_modules_0_modules_bn3_parameters_weight_ = L_self_modules_backbone_modules_layer2_modules_0_modules_bn3_parameters_weight_ + l_self_modules_backbone_modules_layer2_modules_0_modules_bn3_parameters_bias_ = L_self_modules_backbone_modules_layer2_modules_0_modules_bn3_parameters_bias_ + l_self_modules_backbone_modules_layer2_modules_0_modules_downsample_modules_0_parameters_weight_ = L_self_modules_backbone_modules_layer2_modules_0_modules_downsample_modules_0_parameters_weight_ + l_self_modules_backbone_modules_layer2_modules_0_modules_downsample_modules_1_buffers_running_mean_ = L_self_modules_backbone_modules_layer2_modules_0_modules_downsample_modules_1_buffers_running_mean_ + l_self_modules_backbone_modules_layer2_modules_0_modules_downsample_modules_1_buffers_running_var_ = L_self_modules_backbone_modules_layer2_modules_0_modules_downsample_modules_1_buffers_running_var_ + l_self_modules_backbone_modules_layer2_modules_0_modules_downsample_modules_1_parameters_weight_ = L_self_modules_backbone_modules_layer2_modules_0_modules_downsample_modules_1_parameters_weight_ + l_self_modules_backbone_modules_layer2_modules_0_modules_downsample_modules_1_parameters_bias_ = L_self_modules_backbone_modules_layer2_modules_0_modules_downsample_modules_1_parameters_bias_ + l_self_modules_backbone_modules_layer2_modules_1_modules_conv1_parameters_weight_ = L_self_modules_backbone_modules_layer2_modules_1_modules_conv1_parameters_weight_ + l_self_modules_backbone_modules_layer2_modules_1_modules_bn1_buffers_running_mean_ = L_self_modules_backbone_modules_layer2_modules_1_modules_bn1_buffers_running_mean_ + l_self_modules_backbone_modules_layer2_modules_1_modules_bn1_buffers_running_var_ = L_self_modules_backbone_modules_layer2_modules_1_modules_bn1_buffers_running_var_ + l_self_modules_backbone_modules_layer2_modules_1_modules_bn1_parameters_weight_ = L_self_modules_backbone_modules_layer2_modules_1_modules_bn1_parameters_weight_ + l_self_modules_backbone_modules_layer2_modules_1_modules_bn1_parameters_bias_ = L_self_modules_backbone_modules_layer2_modules_1_modules_bn1_parameters_bias_ + l_self_modules_backbone_modules_layer2_modules_1_modules_conv2_parameters_weight_ = L_self_modules_backbone_modules_layer2_modules_1_modules_conv2_parameters_weight_ + l_self_modules_backbone_modules_layer2_modules_1_modules_bn2_buffers_running_mean_ = L_self_modules_backbone_modules_layer2_modules_1_modules_bn2_buffers_running_mean_ + l_self_modules_backbone_modules_layer2_modules_1_modules_bn2_buffers_running_var_ = L_self_modules_backbone_modules_layer2_modules_1_modules_bn2_buffers_running_var_ + l_self_modules_backbone_modules_layer2_modules_1_modules_bn2_parameters_weight_ = L_self_modules_backbone_modules_layer2_modules_1_modules_bn2_parameters_weight_ + l_self_modules_backbone_modules_layer2_modules_1_modules_bn2_parameters_bias_ = L_self_modules_backbone_modules_layer2_modules_1_modules_bn2_parameters_bias_ + l_self_modules_backbone_modules_layer2_modules_1_modules_conv3_parameters_weight_ = L_self_modules_backbone_modules_layer2_modules_1_modules_conv3_parameters_weight_ + l_self_modules_backbone_modules_layer2_modules_1_modules_bn3_buffers_running_mean_ = L_self_modules_backbone_modules_layer2_modules_1_modules_bn3_buffers_running_mean_ + l_self_modules_backbone_modules_layer2_modules_1_modules_bn3_buffers_running_var_ = L_self_modules_backbone_modules_layer2_modules_1_modules_bn3_buffers_running_var_ + l_self_modules_backbone_modules_layer2_modules_1_modules_bn3_parameters_weight_ = L_self_modules_backbone_modules_layer2_modules_1_modules_bn3_parameters_weight_ + l_self_modules_backbone_modules_layer2_modules_1_modules_bn3_parameters_bias_ = L_self_modules_backbone_modules_layer2_modules_1_modules_bn3_parameters_bias_ + l_self_modules_backbone_modules_layer2_modules_2_modules_conv1_parameters_weight_ = L_self_modules_backbone_modules_layer2_modules_2_modules_conv1_parameters_weight_ + l_self_modules_backbone_modules_layer2_modules_2_modules_bn1_buffers_running_mean_ = L_self_modules_backbone_modules_layer2_modules_2_modules_bn1_buffers_running_mean_ + l_self_modules_backbone_modules_layer2_modules_2_modules_bn1_buffers_running_var_ = L_self_modules_backbone_modules_layer2_modules_2_modules_bn1_buffers_running_var_ + l_self_modules_backbone_modules_layer2_modules_2_modules_bn1_parameters_weight_ = L_self_modules_backbone_modules_layer2_modules_2_modules_bn1_parameters_weight_ + l_self_modules_backbone_modules_layer2_modules_2_modules_bn1_parameters_bias_ = L_self_modules_backbone_modules_layer2_modules_2_modules_bn1_parameters_bias_ + l_self_modules_backbone_modules_layer2_modules_2_modules_conv2_parameters_weight_ = L_self_modules_backbone_modules_layer2_modules_2_modules_conv2_parameters_weight_ + l_self_modules_backbone_modules_layer2_modules_2_modules_bn2_buffers_running_mean_ = L_self_modules_backbone_modules_layer2_modules_2_modules_bn2_buffers_running_mean_ + l_self_modules_backbone_modules_layer2_modules_2_modules_bn2_buffers_running_var_ = L_self_modules_backbone_modules_layer2_modules_2_modules_bn2_buffers_running_var_ + l_self_modules_backbone_modules_layer2_modules_2_modules_bn2_parameters_weight_ = L_self_modules_backbone_modules_layer2_modules_2_modules_bn2_parameters_weight_ + l_self_modules_backbone_modules_layer2_modules_2_modules_bn2_parameters_bias_ = L_self_modules_backbone_modules_layer2_modules_2_modules_bn2_parameters_bias_ + l_self_modules_backbone_modules_layer2_modules_2_modules_conv3_parameters_weight_ = L_self_modules_backbone_modules_layer2_modules_2_modules_conv3_parameters_weight_ + l_self_modules_backbone_modules_layer2_modules_2_modules_bn3_buffers_running_mean_ = L_self_modules_backbone_modules_layer2_modules_2_modules_bn3_buffers_running_mean_ + l_self_modules_backbone_modules_layer2_modules_2_modules_bn3_buffers_running_var_ = L_self_modules_backbone_modules_layer2_modules_2_modules_bn3_buffers_running_var_ + l_self_modules_backbone_modules_layer2_modules_2_modules_bn3_parameters_weight_ = L_self_modules_backbone_modules_layer2_modules_2_modules_bn3_parameters_weight_ + l_self_modules_backbone_modules_layer2_modules_2_modules_bn3_parameters_bias_ = L_self_modules_backbone_modules_layer2_modules_2_modules_bn3_parameters_bias_ + l_self_modules_backbone_modules_layer2_modules_3_modules_conv1_parameters_weight_ = L_self_modules_backbone_modules_layer2_modules_3_modules_conv1_parameters_weight_ + l_self_modules_backbone_modules_layer2_modules_3_modules_bn1_buffers_running_mean_ = L_self_modules_backbone_modules_layer2_modules_3_modules_bn1_buffers_running_mean_ + l_self_modules_backbone_modules_layer2_modules_3_modules_bn1_buffers_running_var_ = L_self_modules_backbone_modules_layer2_modules_3_modules_bn1_buffers_running_var_ + l_self_modules_backbone_modules_layer2_modules_3_modules_bn1_parameters_weight_ = L_self_modules_backbone_modules_layer2_modules_3_modules_bn1_parameters_weight_ + l_self_modules_backbone_modules_layer2_modules_3_modules_bn1_parameters_bias_ = L_self_modules_backbone_modules_layer2_modules_3_modules_bn1_parameters_bias_ + l_self_modules_backbone_modules_layer2_modules_3_modules_conv2_parameters_weight_ = L_self_modules_backbone_modules_layer2_modules_3_modules_conv2_parameters_weight_ + l_self_modules_backbone_modules_layer2_modules_3_modules_bn2_buffers_running_mean_ = L_self_modules_backbone_modules_layer2_modules_3_modules_bn2_buffers_running_mean_ + l_self_modules_backbone_modules_layer2_modules_3_modules_bn2_buffers_running_var_ = L_self_modules_backbone_modules_layer2_modules_3_modules_bn2_buffers_running_var_ + l_self_modules_backbone_modules_layer2_modules_3_modules_bn2_parameters_weight_ = L_self_modules_backbone_modules_layer2_modules_3_modules_bn2_parameters_weight_ + l_self_modules_backbone_modules_layer2_modules_3_modules_bn2_parameters_bias_ = L_self_modules_backbone_modules_layer2_modules_3_modules_bn2_parameters_bias_ + l_self_modules_backbone_modules_layer2_modules_3_modules_conv3_parameters_weight_ = L_self_modules_backbone_modules_layer2_modules_3_modules_conv3_parameters_weight_ + l_self_modules_backbone_modules_layer2_modules_3_modules_bn3_buffers_running_mean_ = L_self_modules_backbone_modules_layer2_modules_3_modules_bn3_buffers_running_mean_ + l_self_modules_backbone_modules_layer2_modules_3_modules_bn3_buffers_running_var_ = L_self_modules_backbone_modules_layer2_modules_3_modules_bn3_buffers_running_var_ + l_self_modules_backbone_modules_layer2_modules_3_modules_bn3_parameters_weight_ = L_self_modules_backbone_modules_layer2_modules_3_modules_bn3_parameters_weight_ + l_self_modules_backbone_modules_layer2_modules_3_modules_bn3_parameters_bias_ = L_self_modules_backbone_modules_layer2_modules_3_modules_bn3_parameters_bias_ + l_self_modules_backbone_modules_layer3_modules_0_modules_conv1_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_0_modules_conv1_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_0_modules_bn1_buffers_running_mean_ = L_self_modules_backbone_modules_layer3_modules_0_modules_bn1_buffers_running_mean_ + l_self_modules_backbone_modules_layer3_modules_0_modules_bn1_buffers_running_var_ = L_self_modules_backbone_modules_layer3_modules_0_modules_bn1_buffers_running_var_ + l_self_modules_backbone_modules_layer3_modules_0_modules_bn1_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_0_modules_bn1_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_0_modules_bn1_parameters_bias_ = L_self_modules_backbone_modules_layer3_modules_0_modules_bn1_parameters_bias_ + l_self_modules_backbone_modules_layer3_modules_0_modules_conv2_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_0_modules_conv2_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_0_modules_bn2_buffers_running_mean_ = L_self_modules_backbone_modules_layer3_modules_0_modules_bn2_buffers_running_mean_ + l_self_modules_backbone_modules_layer3_modules_0_modules_bn2_buffers_running_var_ = L_self_modules_backbone_modules_layer3_modules_0_modules_bn2_buffers_running_var_ + l_self_modules_backbone_modules_layer3_modules_0_modules_bn2_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_0_modules_bn2_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_0_modules_bn2_parameters_bias_ = L_self_modules_backbone_modules_layer3_modules_0_modules_bn2_parameters_bias_ + l_self_modules_backbone_modules_layer3_modules_0_modules_conv3_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_0_modules_conv3_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_0_modules_bn3_buffers_running_mean_ = L_self_modules_backbone_modules_layer3_modules_0_modules_bn3_buffers_running_mean_ + l_self_modules_backbone_modules_layer3_modules_0_modules_bn3_buffers_running_var_ = L_self_modules_backbone_modules_layer3_modules_0_modules_bn3_buffers_running_var_ + l_self_modules_backbone_modules_layer3_modules_0_modules_bn3_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_0_modules_bn3_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_0_modules_bn3_parameters_bias_ = L_self_modules_backbone_modules_layer3_modules_0_modules_bn3_parameters_bias_ + l_self_modules_backbone_modules_layer3_modules_0_modules_downsample_modules_0_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_0_modules_downsample_modules_0_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_0_modules_downsample_modules_1_buffers_running_mean_ = L_self_modules_backbone_modules_layer3_modules_0_modules_downsample_modules_1_buffers_running_mean_ + l_self_modules_backbone_modules_layer3_modules_0_modules_downsample_modules_1_buffers_running_var_ = L_self_modules_backbone_modules_layer3_modules_0_modules_downsample_modules_1_buffers_running_var_ + l_self_modules_backbone_modules_layer3_modules_0_modules_downsample_modules_1_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_0_modules_downsample_modules_1_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_0_modules_downsample_modules_1_parameters_bias_ = L_self_modules_backbone_modules_layer3_modules_0_modules_downsample_modules_1_parameters_bias_ + l_self_modules_backbone_modules_layer3_modules_1_modules_conv1_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_1_modules_conv1_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_1_modules_bn1_buffers_running_mean_ = L_self_modules_backbone_modules_layer3_modules_1_modules_bn1_buffers_running_mean_ + l_self_modules_backbone_modules_layer3_modules_1_modules_bn1_buffers_running_var_ = L_self_modules_backbone_modules_layer3_modules_1_modules_bn1_buffers_running_var_ + l_self_modules_backbone_modules_layer3_modules_1_modules_bn1_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_1_modules_bn1_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_1_modules_bn1_parameters_bias_ = L_self_modules_backbone_modules_layer3_modules_1_modules_bn1_parameters_bias_ + l_self_modules_backbone_modules_layer3_modules_1_modules_conv2_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_1_modules_conv2_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_1_modules_bn2_buffers_running_mean_ = L_self_modules_backbone_modules_layer3_modules_1_modules_bn2_buffers_running_mean_ + l_self_modules_backbone_modules_layer3_modules_1_modules_bn2_buffers_running_var_ = L_self_modules_backbone_modules_layer3_modules_1_modules_bn2_buffers_running_var_ + l_self_modules_backbone_modules_layer3_modules_1_modules_bn2_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_1_modules_bn2_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_1_modules_bn2_parameters_bias_ = L_self_modules_backbone_modules_layer3_modules_1_modules_bn2_parameters_bias_ + l_self_modules_backbone_modules_layer3_modules_1_modules_conv3_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_1_modules_conv3_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_1_modules_bn3_buffers_running_mean_ = L_self_modules_backbone_modules_layer3_modules_1_modules_bn3_buffers_running_mean_ + l_self_modules_backbone_modules_layer3_modules_1_modules_bn3_buffers_running_var_ = L_self_modules_backbone_modules_layer3_modules_1_modules_bn3_buffers_running_var_ + l_self_modules_backbone_modules_layer3_modules_1_modules_bn3_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_1_modules_bn3_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_1_modules_bn3_parameters_bias_ = L_self_modules_backbone_modules_layer3_modules_1_modules_bn3_parameters_bias_ + l_self_modules_backbone_modules_layer3_modules_2_modules_conv1_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_2_modules_conv1_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_2_modules_bn1_buffers_running_mean_ = L_self_modules_backbone_modules_layer3_modules_2_modules_bn1_buffers_running_mean_ + l_self_modules_backbone_modules_layer3_modules_2_modules_bn1_buffers_running_var_ = L_self_modules_backbone_modules_layer3_modules_2_modules_bn1_buffers_running_var_ + l_self_modules_backbone_modules_layer3_modules_2_modules_bn1_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_2_modules_bn1_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_2_modules_bn1_parameters_bias_ = L_self_modules_backbone_modules_layer3_modules_2_modules_bn1_parameters_bias_ + l_self_modules_backbone_modules_layer3_modules_2_modules_conv2_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_2_modules_conv2_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_2_modules_bn2_buffers_running_mean_ = L_self_modules_backbone_modules_layer3_modules_2_modules_bn2_buffers_running_mean_ + l_self_modules_backbone_modules_layer3_modules_2_modules_bn2_buffers_running_var_ = L_self_modules_backbone_modules_layer3_modules_2_modules_bn2_buffers_running_var_ + l_self_modules_backbone_modules_layer3_modules_2_modules_bn2_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_2_modules_bn2_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_2_modules_bn2_parameters_bias_ = L_self_modules_backbone_modules_layer3_modules_2_modules_bn2_parameters_bias_ + l_self_modules_backbone_modules_layer3_modules_2_modules_conv3_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_2_modules_conv3_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_2_modules_bn3_buffers_running_mean_ = L_self_modules_backbone_modules_layer3_modules_2_modules_bn3_buffers_running_mean_ + l_self_modules_backbone_modules_layer3_modules_2_modules_bn3_buffers_running_var_ = L_self_modules_backbone_modules_layer3_modules_2_modules_bn3_buffers_running_var_ + l_self_modules_backbone_modules_layer3_modules_2_modules_bn3_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_2_modules_bn3_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_2_modules_bn3_parameters_bias_ = L_self_modules_backbone_modules_layer3_modules_2_modules_bn3_parameters_bias_ + l_self_modules_backbone_modules_layer3_modules_3_modules_conv1_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_3_modules_conv1_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_3_modules_bn1_buffers_running_mean_ = L_self_modules_backbone_modules_layer3_modules_3_modules_bn1_buffers_running_mean_ + l_self_modules_backbone_modules_layer3_modules_3_modules_bn1_buffers_running_var_ = L_self_modules_backbone_modules_layer3_modules_3_modules_bn1_buffers_running_var_ + l_self_modules_backbone_modules_layer3_modules_3_modules_bn1_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_3_modules_bn1_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_3_modules_bn1_parameters_bias_ = L_self_modules_backbone_modules_layer3_modules_3_modules_bn1_parameters_bias_ + l_self_modules_backbone_modules_layer3_modules_3_modules_conv2_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_3_modules_conv2_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_3_modules_bn2_buffers_running_mean_ = L_self_modules_backbone_modules_layer3_modules_3_modules_bn2_buffers_running_mean_ + l_self_modules_backbone_modules_layer3_modules_3_modules_bn2_buffers_running_var_ = L_self_modules_backbone_modules_layer3_modules_3_modules_bn2_buffers_running_var_ + l_self_modules_backbone_modules_layer3_modules_3_modules_bn2_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_3_modules_bn2_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_3_modules_bn2_parameters_bias_ = L_self_modules_backbone_modules_layer3_modules_3_modules_bn2_parameters_bias_ + l_self_modules_backbone_modules_layer3_modules_3_modules_conv3_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_3_modules_conv3_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_3_modules_bn3_buffers_running_mean_ = L_self_modules_backbone_modules_layer3_modules_3_modules_bn3_buffers_running_mean_ + l_self_modules_backbone_modules_layer3_modules_3_modules_bn3_buffers_running_var_ = L_self_modules_backbone_modules_layer3_modules_3_modules_bn3_buffers_running_var_ + l_self_modules_backbone_modules_layer3_modules_3_modules_bn3_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_3_modules_bn3_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_3_modules_bn3_parameters_bias_ = L_self_modules_backbone_modules_layer3_modules_3_modules_bn3_parameters_bias_ + l_self_modules_backbone_modules_layer3_modules_4_modules_conv1_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_4_modules_conv1_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_4_modules_bn1_buffers_running_mean_ = L_self_modules_backbone_modules_layer3_modules_4_modules_bn1_buffers_running_mean_ + l_self_modules_backbone_modules_layer3_modules_4_modules_bn1_buffers_running_var_ = L_self_modules_backbone_modules_layer3_modules_4_modules_bn1_buffers_running_var_ + l_self_modules_backbone_modules_layer3_modules_4_modules_bn1_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_4_modules_bn1_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_4_modules_bn1_parameters_bias_ = L_self_modules_backbone_modules_layer3_modules_4_modules_bn1_parameters_bias_ + l_self_modules_backbone_modules_layer3_modules_4_modules_conv2_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_4_modules_conv2_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_4_modules_bn2_buffers_running_mean_ = L_self_modules_backbone_modules_layer3_modules_4_modules_bn2_buffers_running_mean_ + l_self_modules_backbone_modules_layer3_modules_4_modules_bn2_buffers_running_var_ = L_self_modules_backbone_modules_layer3_modules_4_modules_bn2_buffers_running_var_ + l_self_modules_backbone_modules_layer3_modules_4_modules_bn2_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_4_modules_bn2_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_4_modules_bn2_parameters_bias_ = L_self_modules_backbone_modules_layer3_modules_4_modules_bn2_parameters_bias_ + l_self_modules_backbone_modules_layer3_modules_4_modules_conv3_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_4_modules_conv3_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_4_modules_bn3_buffers_running_mean_ = L_self_modules_backbone_modules_layer3_modules_4_modules_bn3_buffers_running_mean_ + l_self_modules_backbone_modules_layer3_modules_4_modules_bn3_buffers_running_var_ = L_self_modules_backbone_modules_layer3_modules_4_modules_bn3_buffers_running_var_ + l_self_modules_backbone_modules_layer3_modules_4_modules_bn3_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_4_modules_bn3_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_4_modules_bn3_parameters_bias_ = L_self_modules_backbone_modules_layer3_modules_4_modules_bn3_parameters_bias_ + l_self_modules_backbone_modules_layer3_modules_5_modules_conv1_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_5_modules_conv1_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_5_modules_bn1_buffers_running_mean_ = L_self_modules_backbone_modules_layer3_modules_5_modules_bn1_buffers_running_mean_ + l_self_modules_backbone_modules_layer3_modules_5_modules_bn1_buffers_running_var_ = L_self_modules_backbone_modules_layer3_modules_5_modules_bn1_buffers_running_var_ + l_self_modules_backbone_modules_layer3_modules_5_modules_bn1_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_5_modules_bn1_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_5_modules_bn1_parameters_bias_ = L_self_modules_backbone_modules_layer3_modules_5_modules_bn1_parameters_bias_ + l_self_modules_backbone_modules_layer3_modules_5_modules_conv2_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_5_modules_conv2_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_5_modules_bn2_buffers_running_mean_ = L_self_modules_backbone_modules_layer3_modules_5_modules_bn2_buffers_running_mean_ + l_self_modules_backbone_modules_layer3_modules_5_modules_bn2_buffers_running_var_ = L_self_modules_backbone_modules_layer3_modules_5_modules_bn2_buffers_running_var_ + l_self_modules_backbone_modules_layer3_modules_5_modules_bn2_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_5_modules_bn2_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_5_modules_bn2_parameters_bias_ = L_self_modules_backbone_modules_layer3_modules_5_modules_bn2_parameters_bias_ + l_self_modules_backbone_modules_layer3_modules_5_modules_conv3_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_5_modules_conv3_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_5_modules_bn3_buffers_running_mean_ = L_self_modules_backbone_modules_layer3_modules_5_modules_bn3_buffers_running_mean_ + l_self_modules_backbone_modules_layer3_modules_5_modules_bn3_buffers_running_var_ = L_self_modules_backbone_modules_layer3_modules_5_modules_bn3_buffers_running_var_ + l_self_modules_backbone_modules_layer3_modules_5_modules_bn3_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_5_modules_bn3_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_5_modules_bn3_parameters_bias_ = L_self_modules_backbone_modules_layer3_modules_5_modules_bn3_parameters_bias_ + l_self_modules_backbone_modules_layer3_modules_6_modules_conv1_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_6_modules_conv1_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_6_modules_bn1_buffers_running_mean_ = L_self_modules_backbone_modules_layer3_modules_6_modules_bn1_buffers_running_mean_ + l_self_modules_backbone_modules_layer3_modules_6_modules_bn1_buffers_running_var_ = L_self_modules_backbone_modules_layer3_modules_6_modules_bn1_buffers_running_var_ + l_self_modules_backbone_modules_layer3_modules_6_modules_bn1_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_6_modules_bn1_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_6_modules_bn1_parameters_bias_ = L_self_modules_backbone_modules_layer3_modules_6_modules_bn1_parameters_bias_ + l_self_modules_backbone_modules_layer3_modules_6_modules_conv2_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_6_modules_conv2_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_6_modules_bn2_buffers_running_mean_ = L_self_modules_backbone_modules_layer3_modules_6_modules_bn2_buffers_running_mean_ + l_self_modules_backbone_modules_layer3_modules_6_modules_bn2_buffers_running_var_ = L_self_modules_backbone_modules_layer3_modules_6_modules_bn2_buffers_running_var_ + l_self_modules_backbone_modules_layer3_modules_6_modules_bn2_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_6_modules_bn2_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_6_modules_bn2_parameters_bias_ = L_self_modules_backbone_modules_layer3_modules_6_modules_bn2_parameters_bias_ + l_self_modules_backbone_modules_layer3_modules_6_modules_conv3_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_6_modules_conv3_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_6_modules_bn3_buffers_running_mean_ = L_self_modules_backbone_modules_layer3_modules_6_modules_bn3_buffers_running_mean_ + l_self_modules_backbone_modules_layer3_modules_6_modules_bn3_buffers_running_var_ = L_self_modules_backbone_modules_layer3_modules_6_modules_bn3_buffers_running_var_ + l_self_modules_backbone_modules_layer3_modules_6_modules_bn3_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_6_modules_bn3_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_6_modules_bn3_parameters_bias_ = L_self_modules_backbone_modules_layer3_modules_6_modules_bn3_parameters_bias_ + l_self_modules_backbone_modules_layer3_modules_7_modules_conv1_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_7_modules_conv1_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_7_modules_bn1_buffers_running_mean_ = L_self_modules_backbone_modules_layer3_modules_7_modules_bn1_buffers_running_mean_ + l_self_modules_backbone_modules_layer3_modules_7_modules_bn1_buffers_running_var_ = L_self_modules_backbone_modules_layer3_modules_7_modules_bn1_buffers_running_var_ + l_self_modules_backbone_modules_layer3_modules_7_modules_bn1_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_7_modules_bn1_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_7_modules_bn1_parameters_bias_ = L_self_modules_backbone_modules_layer3_modules_7_modules_bn1_parameters_bias_ + l_self_modules_backbone_modules_layer3_modules_7_modules_conv2_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_7_modules_conv2_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_7_modules_bn2_buffers_running_mean_ = L_self_modules_backbone_modules_layer3_modules_7_modules_bn2_buffers_running_mean_ + l_self_modules_backbone_modules_layer3_modules_7_modules_bn2_buffers_running_var_ = L_self_modules_backbone_modules_layer3_modules_7_modules_bn2_buffers_running_var_ + l_self_modules_backbone_modules_layer3_modules_7_modules_bn2_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_7_modules_bn2_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_7_modules_bn2_parameters_bias_ = L_self_modules_backbone_modules_layer3_modules_7_modules_bn2_parameters_bias_ + l_self_modules_backbone_modules_layer3_modules_7_modules_conv3_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_7_modules_conv3_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_7_modules_bn3_buffers_running_mean_ = L_self_modules_backbone_modules_layer3_modules_7_modules_bn3_buffers_running_mean_ + l_self_modules_backbone_modules_layer3_modules_7_modules_bn3_buffers_running_var_ = L_self_modules_backbone_modules_layer3_modules_7_modules_bn3_buffers_running_var_ + l_self_modules_backbone_modules_layer3_modules_7_modules_bn3_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_7_modules_bn3_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_7_modules_bn3_parameters_bias_ = L_self_modules_backbone_modules_layer3_modules_7_modules_bn3_parameters_bias_ + l_self_modules_backbone_modules_layer3_modules_8_modules_conv1_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_8_modules_conv1_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_8_modules_bn1_buffers_running_mean_ = L_self_modules_backbone_modules_layer3_modules_8_modules_bn1_buffers_running_mean_ + l_self_modules_backbone_modules_layer3_modules_8_modules_bn1_buffers_running_var_ = L_self_modules_backbone_modules_layer3_modules_8_modules_bn1_buffers_running_var_ + l_self_modules_backbone_modules_layer3_modules_8_modules_bn1_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_8_modules_bn1_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_8_modules_bn1_parameters_bias_ = L_self_modules_backbone_modules_layer3_modules_8_modules_bn1_parameters_bias_ + l_self_modules_backbone_modules_layer3_modules_8_modules_conv2_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_8_modules_conv2_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_8_modules_bn2_buffers_running_mean_ = L_self_modules_backbone_modules_layer3_modules_8_modules_bn2_buffers_running_mean_ + l_self_modules_backbone_modules_layer3_modules_8_modules_bn2_buffers_running_var_ = L_self_modules_backbone_modules_layer3_modules_8_modules_bn2_buffers_running_var_ + l_self_modules_backbone_modules_layer3_modules_8_modules_bn2_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_8_modules_bn2_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_8_modules_bn2_parameters_bias_ = L_self_modules_backbone_modules_layer3_modules_8_modules_bn2_parameters_bias_ + l_self_modules_backbone_modules_layer3_modules_8_modules_conv3_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_8_modules_conv3_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_8_modules_bn3_buffers_running_mean_ = L_self_modules_backbone_modules_layer3_modules_8_modules_bn3_buffers_running_mean_ + l_self_modules_backbone_modules_layer3_modules_8_modules_bn3_buffers_running_var_ = L_self_modules_backbone_modules_layer3_modules_8_modules_bn3_buffers_running_var_ + l_self_modules_backbone_modules_layer3_modules_8_modules_bn3_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_8_modules_bn3_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_8_modules_bn3_parameters_bias_ = L_self_modules_backbone_modules_layer3_modules_8_modules_bn3_parameters_bias_ + l_self_modules_backbone_modules_layer3_modules_9_modules_conv1_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_9_modules_conv1_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_9_modules_bn1_buffers_running_mean_ = L_self_modules_backbone_modules_layer3_modules_9_modules_bn1_buffers_running_mean_ + l_self_modules_backbone_modules_layer3_modules_9_modules_bn1_buffers_running_var_ = L_self_modules_backbone_modules_layer3_modules_9_modules_bn1_buffers_running_var_ + l_self_modules_backbone_modules_layer3_modules_9_modules_bn1_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_9_modules_bn1_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_9_modules_bn1_parameters_bias_ = L_self_modules_backbone_modules_layer3_modules_9_modules_bn1_parameters_bias_ + l_self_modules_backbone_modules_layer3_modules_9_modules_conv2_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_9_modules_conv2_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_9_modules_bn2_buffers_running_mean_ = L_self_modules_backbone_modules_layer3_modules_9_modules_bn2_buffers_running_mean_ + l_self_modules_backbone_modules_layer3_modules_9_modules_bn2_buffers_running_var_ = L_self_modules_backbone_modules_layer3_modules_9_modules_bn2_buffers_running_var_ + l_self_modules_backbone_modules_layer3_modules_9_modules_bn2_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_9_modules_bn2_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_9_modules_bn2_parameters_bias_ = L_self_modules_backbone_modules_layer3_modules_9_modules_bn2_parameters_bias_ + l_self_modules_backbone_modules_layer3_modules_9_modules_conv3_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_9_modules_conv3_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_9_modules_bn3_buffers_running_mean_ = L_self_modules_backbone_modules_layer3_modules_9_modules_bn3_buffers_running_mean_ + l_self_modules_backbone_modules_layer3_modules_9_modules_bn3_buffers_running_var_ = L_self_modules_backbone_modules_layer3_modules_9_modules_bn3_buffers_running_var_ + l_self_modules_backbone_modules_layer3_modules_9_modules_bn3_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_9_modules_bn3_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_9_modules_bn3_parameters_bias_ = L_self_modules_backbone_modules_layer3_modules_9_modules_bn3_parameters_bias_ + l_self_modules_backbone_modules_layer3_modules_10_modules_conv1_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_10_modules_conv1_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_10_modules_bn1_buffers_running_mean_ = L_self_modules_backbone_modules_layer3_modules_10_modules_bn1_buffers_running_mean_ + l_self_modules_backbone_modules_layer3_modules_10_modules_bn1_buffers_running_var_ = L_self_modules_backbone_modules_layer3_modules_10_modules_bn1_buffers_running_var_ + l_self_modules_backbone_modules_layer3_modules_10_modules_bn1_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_10_modules_bn1_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_10_modules_bn1_parameters_bias_ = L_self_modules_backbone_modules_layer3_modules_10_modules_bn1_parameters_bias_ + l_self_modules_backbone_modules_layer3_modules_10_modules_conv2_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_10_modules_conv2_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_10_modules_bn2_buffers_running_mean_ = L_self_modules_backbone_modules_layer3_modules_10_modules_bn2_buffers_running_mean_ + l_self_modules_backbone_modules_layer3_modules_10_modules_bn2_buffers_running_var_ = L_self_modules_backbone_modules_layer3_modules_10_modules_bn2_buffers_running_var_ + l_self_modules_backbone_modules_layer3_modules_10_modules_bn2_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_10_modules_bn2_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_10_modules_bn2_parameters_bias_ = L_self_modules_backbone_modules_layer3_modules_10_modules_bn2_parameters_bias_ + l_self_modules_backbone_modules_layer3_modules_10_modules_conv3_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_10_modules_conv3_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_10_modules_bn3_buffers_running_mean_ = L_self_modules_backbone_modules_layer3_modules_10_modules_bn3_buffers_running_mean_ + l_self_modules_backbone_modules_layer3_modules_10_modules_bn3_buffers_running_var_ = L_self_modules_backbone_modules_layer3_modules_10_modules_bn3_buffers_running_var_ + l_self_modules_backbone_modules_layer3_modules_10_modules_bn3_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_10_modules_bn3_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_10_modules_bn3_parameters_bias_ = L_self_modules_backbone_modules_layer3_modules_10_modules_bn3_parameters_bias_ + l_self_modules_backbone_modules_layer3_modules_11_modules_conv1_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_11_modules_conv1_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_11_modules_bn1_buffers_running_mean_ = L_self_modules_backbone_modules_layer3_modules_11_modules_bn1_buffers_running_mean_ + l_self_modules_backbone_modules_layer3_modules_11_modules_bn1_buffers_running_var_ = L_self_modules_backbone_modules_layer3_modules_11_modules_bn1_buffers_running_var_ + l_self_modules_backbone_modules_layer3_modules_11_modules_bn1_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_11_modules_bn1_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_11_modules_bn1_parameters_bias_ = L_self_modules_backbone_modules_layer3_modules_11_modules_bn1_parameters_bias_ + l_self_modules_backbone_modules_layer3_modules_11_modules_conv2_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_11_modules_conv2_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_11_modules_bn2_buffers_running_mean_ = L_self_modules_backbone_modules_layer3_modules_11_modules_bn2_buffers_running_mean_ + l_self_modules_backbone_modules_layer3_modules_11_modules_bn2_buffers_running_var_ = L_self_modules_backbone_modules_layer3_modules_11_modules_bn2_buffers_running_var_ + l_self_modules_backbone_modules_layer3_modules_11_modules_bn2_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_11_modules_bn2_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_11_modules_bn2_parameters_bias_ = L_self_modules_backbone_modules_layer3_modules_11_modules_bn2_parameters_bias_ + l_self_modules_backbone_modules_layer3_modules_11_modules_conv3_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_11_modules_conv3_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_11_modules_bn3_buffers_running_mean_ = L_self_modules_backbone_modules_layer3_modules_11_modules_bn3_buffers_running_mean_ + l_self_modules_backbone_modules_layer3_modules_11_modules_bn3_buffers_running_var_ = L_self_modules_backbone_modules_layer3_modules_11_modules_bn3_buffers_running_var_ + l_self_modules_backbone_modules_layer3_modules_11_modules_bn3_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_11_modules_bn3_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_11_modules_bn3_parameters_bias_ = L_self_modules_backbone_modules_layer3_modules_11_modules_bn3_parameters_bias_ + l_self_modules_backbone_modules_layer3_modules_12_modules_conv1_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_12_modules_conv1_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_12_modules_bn1_buffers_running_mean_ = L_self_modules_backbone_modules_layer3_modules_12_modules_bn1_buffers_running_mean_ + l_self_modules_backbone_modules_layer3_modules_12_modules_bn1_buffers_running_var_ = L_self_modules_backbone_modules_layer3_modules_12_modules_bn1_buffers_running_var_ + l_self_modules_backbone_modules_layer3_modules_12_modules_bn1_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_12_modules_bn1_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_12_modules_bn1_parameters_bias_ = L_self_modules_backbone_modules_layer3_modules_12_modules_bn1_parameters_bias_ + l_self_modules_backbone_modules_layer3_modules_12_modules_conv2_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_12_modules_conv2_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_12_modules_bn2_buffers_running_mean_ = L_self_modules_backbone_modules_layer3_modules_12_modules_bn2_buffers_running_mean_ + l_self_modules_backbone_modules_layer3_modules_12_modules_bn2_buffers_running_var_ = L_self_modules_backbone_modules_layer3_modules_12_modules_bn2_buffers_running_var_ + l_self_modules_backbone_modules_layer3_modules_12_modules_bn2_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_12_modules_bn2_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_12_modules_bn2_parameters_bias_ = L_self_modules_backbone_modules_layer3_modules_12_modules_bn2_parameters_bias_ + l_self_modules_backbone_modules_layer3_modules_12_modules_conv3_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_12_modules_conv3_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_12_modules_bn3_buffers_running_mean_ = L_self_modules_backbone_modules_layer3_modules_12_modules_bn3_buffers_running_mean_ + l_self_modules_backbone_modules_layer3_modules_12_modules_bn3_buffers_running_var_ = L_self_modules_backbone_modules_layer3_modules_12_modules_bn3_buffers_running_var_ + l_self_modules_backbone_modules_layer3_modules_12_modules_bn3_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_12_modules_bn3_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_12_modules_bn3_parameters_bias_ = L_self_modules_backbone_modules_layer3_modules_12_modules_bn3_parameters_bias_ + l_self_modules_backbone_modules_layer3_modules_13_modules_conv1_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_13_modules_conv1_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_13_modules_bn1_buffers_running_mean_ = L_self_modules_backbone_modules_layer3_modules_13_modules_bn1_buffers_running_mean_ + l_self_modules_backbone_modules_layer3_modules_13_modules_bn1_buffers_running_var_ = L_self_modules_backbone_modules_layer3_modules_13_modules_bn1_buffers_running_var_ + l_self_modules_backbone_modules_layer3_modules_13_modules_bn1_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_13_modules_bn1_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_13_modules_bn1_parameters_bias_ = L_self_modules_backbone_modules_layer3_modules_13_modules_bn1_parameters_bias_ + l_self_modules_backbone_modules_layer3_modules_13_modules_conv2_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_13_modules_conv2_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_13_modules_bn2_buffers_running_mean_ = L_self_modules_backbone_modules_layer3_modules_13_modules_bn2_buffers_running_mean_ + l_self_modules_backbone_modules_layer3_modules_13_modules_bn2_buffers_running_var_ = L_self_modules_backbone_modules_layer3_modules_13_modules_bn2_buffers_running_var_ + l_self_modules_backbone_modules_layer3_modules_13_modules_bn2_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_13_modules_bn2_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_13_modules_bn2_parameters_bias_ = L_self_modules_backbone_modules_layer3_modules_13_modules_bn2_parameters_bias_ + l_self_modules_backbone_modules_layer3_modules_13_modules_conv3_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_13_modules_conv3_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_13_modules_bn3_buffers_running_mean_ = L_self_modules_backbone_modules_layer3_modules_13_modules_bn3_buffers_running_mean_ + l_self_modules_backbone_modules_layer3_modules_13_modules_bn3_buffers_running_var_ = L_self_modules_backbone_modules_layer3_modules_13_modules_bn3_buffers_running_var_ + l_self_modules_backbone_modules_layer3_modules_13_modules_bn3_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_13_modules_bn3_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_13_modules_bn3_parameters_bias_ = L_self_modules_backbone_modules_layer3_modules_13_modules_bn3_parameters_bias_ + l_self_modules_backbone_modules_layer3_modules_14_modules_conv1_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_14_modules_conv1_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_14_modules_bn1_buffers_running_mean_ = L_self_modules_backbone_modules_layer3_modules_14_modules_bn1_buffers_running_mean_ + l_self_modules_backbone_modules_layer3_modules_14_modules_bn1_buffers_running_var_ = L_self_modules_backbone_modules_layer3_modules_14_modules_bn1_buffers_running_var_ + l_self_modules_backbone_modules_layer3_modules_14_modules_bn1_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_14_modules_bn1_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_14_modules_bn1_parameters_bias_ = L_self_modules_backbone_modules_layer3_modules_14_modules_bn1_parameters_bias_ + l_self_modules_backbone_modules_layer3_modules_14_modules_conv2_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_14_modules_conv2_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_14_modules_bn2_buffers_running_mean_ = L_self_modules_backbone_modules_layer3_modules_14_modules_bn2_buffers_running_mean_ + l_self_modules_backbone_modules_layer3_modules_14_modules_bn2_buffers_running_var_ = L_self_modules_backbone_modules_layer3_modules_14_modules_bn2_buffers_running_var_ + l_self_modules_backbone_modules_layer3_modules_14_modules_bn2_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_14_modules_bn2_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_14_modules_bn2_parameters_bias_ = L_self_modules_backbone_modules_layer3_modules_14_modules_bn2_parameters_bias_ + l_self_modules_backbone_modules_layer3_modules_14_modules_conv3_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_14_modules_conv3_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_14_modules_bn3_buffers_running_mean_ = L_self_modules_backbone_modules_layer3_modules_14_modules_bn3_buffers_running_mean_ + l_self_modules_backbone_modules_layer3_modules_14_modules_bn3_buffers_running_var_ = L_self_modules_backbone_modules_layer3_modules_14_modules_bn3_buffers_running_var_ + l_self_modules_backbone_modules_layer3_modules_14_modules_bn3_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_14_modules_bn3_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_14_modules_bn3_parameters_bias_ = L_self_modules_backbone_modules_layer3_modules_14_modules_bn3_parameters_bias_ + l_self_modules_backbone_modules_layer3_modules_15_modules_conv1_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_15_modules_conv1_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_15_modules_bn1_buffers_running_mean_ = L_self_modules_backbone_modules_layer3_modules_15_modules_bn1_buffers_running_mean_ + l_self_modules_backbone_modules_layer3_modules_15_modules_bn1_buffers_running_var_ = L_self_modules_backbone_modules_layer3_modules_15_modules_bn1_buffers_running_var_ + l_self_modules_backbone_modules_layer3_modules_15_modules_bn1_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_15_modules_bn1_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_15_modules_bn1_parameters_bias_ = L_self_modules_backbone_modules_layer3_modules_15_modules_bn1_parameters_bias_ + l_self_modules_backbone_modules_layer3_modules_15_modules_conv2_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_15_modules_conv2_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_15_modules_bn2_buffers_running_mean_ = L_self_modules_backbone_modules_layer3_modules_15_modules_bn2_buffers_running_mean_ + l_self_modules_backbone_modules_layer3_modules_15_modules_bn2_buffers_running_var_ = L_self_modules_backbone_modules_layer3_modules_15_modules_bn2_buffers_running_var_ + l_self_modules_backbone_modules_layer3_modules_15_modules_bn2_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_15_modules_bn2_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_15_modules_bn2_parameters_bias_ = L_self_modules_backbone_modules_layer3_modules_15_modules_bn2_parameters_bias_ + l_self_modules_backbone_modules_layer3_modules_15_modules_conv3_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_15_modules_conv3_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_15_modules_bn3_buffers_running_mean_ = L_self_modules_backbone_modules_layer3_modules_15_modules_bn3_buffers_running_mean_ + l_self_modules_backbone_modules_layer3_modules_15_modules_bn3_buffers_running_var_ = L_self_modules_backbone_modules_layer3_modules_15_modules_bn3_buffers_running_var_ + l_self_modules_backbone_modules_layer3_modules_15_modules_bn3_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_15_modules_bn3_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_15_modules_bn3_parameters_bias_ = L_self_modules_backbone_modules_layer3_modules_15_modules_bn3_parameters_bias_ + l_self_modules_backbone_modules_layer3_modules_16_modules_conv1_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_16_modules_conv1_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_16_modules_bn1_buffers_running_mean_ = L_self_modules_backbone_modules_layer3_modules_16_modules_bn1_buffers_running_mean_ + l_self_modules_backbone_modules_layer3_modules_16_modules_bn1_buffers_running_var_ = L_self_modules_backbone_modules_layer3_modules_16_modules_bn1_buffers_running_var_ + l_self_modules_backbone_modules_layer3_modules_16_modules_bn1_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_16_modules_bn1_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_16_modules_bn1_parameters_bias_ = L_self_modules_backbone_modules_layer3_modules_16_modules_bn1_parameters_bias_ + l_self_modules_backbone_modules_layer3_modules_16_modules_conv2_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_16_modules_conv2_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_16_modules_bn2_buffers_running_mean_ = L_self_modules_backbone_modules_layer3_modules_16_modules_bn2_buffers_running_mean_ + l_self_modules_backbone_modules_layer3_modules_16_modules_bn2_buffers_running_var_ = L_self_modules_backbone_modules_layer3_modules_16_modules_bn2_buffers_running_var_ + l_self_modules_backbone_modules_layer3_modules_16_modules_bn2_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_16_modules_bn2_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_16_modules_bn2_parameters_bias_ = L_self_modules_backbone_modules_layer3_modules_16_modules_bn2_parameters_bias_ + l_self_modules_backbone_modules_layer3_modules_16_modules_conv3_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_16_modules_conv3_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_16_modules_bn3_buffers_running_mean_ = L_self_modules_backbone_modules_layer3_modules_16_modules_bn3_buffers_running_mean_ + l_self_modules_backbone_modules_layer3_modules_16_modules_bn3_buffers_running_var_ = L_self_modules_backbone_modules_layer3_modules_16_modules_bn3_buffers_running_var_ + l_self_modules_backbone_modules_layer3_modules_16_modules_bn3_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_16_modules_bn3_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_16_modules_bn3_parameters_bias_ = L_self_modules_backbone_modules_layer3_modules_16_modules_bn3_parameters_bias_ + l_self_modules_backbone_modules_layer3_modules_17_modules_conv1_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_17_modules_conv1_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_17_modules_bn1_buffers_running_mean_ = L_self_modules_backbone_modules_layer3_modules_17_modules_bn1_buffers_running_mean_ + l_self_modules_backbone_modules_layer3_modules_17_modules_bn1_buffers_running_var_ = L_self_modules_backbone_modules_layer3_modules_17_modules_bn1_buffers_running_var_ + l_self_modules_backbone_modules_layer3_modules_17_modules_bn1_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_17_modules_bn1_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_17_modules_bn1_parameters_bias_ = L_self_modules_backbone_modules_layer3_modules_17_modules_bn1_parameters_bias_ + l_self_modules_backbone_modules_layer3_modules_17_modules_conv2_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_17_modules_conv2_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_17_modules_bn2_buffers_running_mean_ = L_self_modules_backbone_modules_layer3_modules_17_modules_bn2_buffers_running_mean_ + l_self_modules_backbone_modules_layer3_modules_17_modules_bn2_buffers_running_var_ = L_self_modules_backbone_modules_layer3_modules_17_modules_bn2_buffers_running_var_ + l_self_modules_backbone_modules_layer3_modules_17_modules_bn2_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_17_modules_bn2_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_17_modules_bn2_parameters_bias_ = L_self_modules_backbone_modules_layer3_modules_17_modules_bn2_parameters_bias_ + l_self_modules_backbone_modules_layer3_modules_17_modules_conv3_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_17_modules_conv3_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_17_modules_bn3_buffers_running_mean_ = L_self_modules_backbone_modules_layer3_modules_17_modules_bn3_buffers_running_mean_ + l_self_modules_backbone_modules_layer3_modules_17_modules_bn3_buffers_running_var_ = L_self_modules_backbone_modules_layer3_modules_17_modules_bn3_buffers_running_var_ + l_self_modules_backbone_modules_layer3_modules_17_modules_bn3_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_17_modules_bn3_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_17_modules_bn3_parameters_bias_ = L_self_modules_backbone_modules_layer3_modules_17_modules_bn3_parameters_bias_ + l_self_modules_backbone_modules_layer3_modules_18_modules_conv1_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_18_modules_conv1_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_18_modules_bn1_buffers_running_mean_ = L_self_modules_backbone_modules_layer3_modules_18_modules_bn1_buffers_running_mean_ + l_self_modules_backbone_modules_layer3_modules_18_modules_bn1_buffers_running_var_ = L_self_modules_backbone_modules_layer3_modules_18_modules_bn1_buffers_running_var_ + l_self_modules_backbone_modules_layer3_modules_18_modules_bn1_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_18_modules_bn1_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_18_modules_bn1_parameters_bias_ = L_self_modules_backbone_modules_layer3_modules_18_modules_bn1_parameters_bias_ + l_self_modules_backbone_modules_layer3_modules_18_modules_conv2_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_18_modules_conv2_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_18_modules_bn2_buffers_running_mean_ = L_self_modules_backbone_modules_layer3_modules_18_modules_bn2_buffers_running_mean_ + l_self_modules_backbone_modules_layer3_modules_18_modules_bn2_buffers_running_var_ = L_self_modules_backbone_modules_layer3_modules_18_modules_bn2_buffers_running_var_ + l_self_modules_backbone_modules_layer3_modules_18_modules_bn2_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_18_modules_bn2_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_18_modules_bn2_parameters_bias_ = L_self_modules_backbone_modules_layer3_modules_18_modules_bn2_parameters_bias_ + l_self_modules_backbone_modules_layer3_modules_18_modules_conv3_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_18_modules_conv3_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_18_modules_bn3_buffers_running_mean_ = L_self_modules_backbone_modules_layer3_modules_18_modules_bn3_buffers_running_mean_ + l_self_modules_backbone_modules_layer3_modules_18_modules_bn3_buffers_running_var_ = L_self_modules_backbone_modules_layer3_modules_18_modules_bn3_buffers_running_var_ + l_self_modules_backbone_modules_layer3_modules_18_modules_bn3_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_18_modules_bn3_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_18_modules_bn3_parameters_bias_ = L_self_modules_backbone_modules_layer3_modules_18_modules_bn3_parameters_bias_ + l_self_modules_backbone_modules_layer3_modules_19_modules_conv1_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_19_modules_conv1_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_19_modules_bn1_buffers_running_mean_ = L_self_modules_backbone_modules_layer3_modules_19_modules_bn1_buffers_running_mean_ + l_self_modules_backbone_modules_layer3_modules_19_modules_bn1_buffers_running_var_ = L_self_modules_backbone_modules_layer3_modules_19_modules_bn1_buffers_running_var_ + l_self_modules_backbone_modules_layer3_modules_19_modules_bn1_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_19_modules_bn1_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_19_modules_bn1_parameters_bias_ = L_self_modules_backbone_modules_layer3_modules_19_modules_bn1_parameters_bias_ + l_self_modules_backbone_modules_layer3_modules_19_modules_conv2_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_19_modules_conv2_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_19_modules_bn2_buffers_running_mean_ = L_self_modules_backbone_modules_layer3_modules_19_modules_bn2_buffers_running_mean_ + l_self_modules_backbone_modules_layer3_modules_19_modules_bn2_buffers_running_var_ = L_self_modules_backbone_modules_layer3_modules_19_modules_bn2_buffers_running_var_ + l_self_modules_backbone_modules_layer3_modules_19_modules_bn2_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_19_modules_bn2_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_19_modules_bn2_parameters_bias_ = L_self_modules_backbone_modules_layer3_modules_19_modules_bn2_parameters_bias_ + l_self_modules_backbone_modules_layer3_modules_19_modules_conv3_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_19_modules_conv3_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_19_modules_bn3_buffers_running_mean_ = L_self_modules_backbone_modules_layer3_modules_19_modules_bn3_buffers_running_mean_ + l_self_modules_backbone_modules_layer3_modules_19_modules_bn3_buffers_running_var_ = L_self_modules_backbone_modules_layer3_modules_19_modules_bn3_buffers_running_var_ + l_self_modules_backbone_modules_layer3_modules_19_modules_bn3_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_19_modules_bn3_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_19_modules_bn3_parameters_bias_ = L_self_modules_backbone_modules_layer3_modules_19_modules_bn3_parameters_bias_ + l_self_modules_backbone_modules_layer3_modules_20_modules_conv1_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_20_modules_conv1_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_20_modules_bn1_buffers_running_mean_ = L_self_modules_backbone_modules_layer3_modules_20_modules_bn1_buffers_running_mean_ + l_self_modules_backbone_modules_layer3_modules_20_modules_bn1_buffers_running_var_ = L_self_modules_backbone_modules_layer3_modules_20_modules_bn1_buffers_running_var_ + l_self_modules_backbone_modules_layer3_modules_20_modules_bn1_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_20_modules_bn1_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_20_modules_bn1_parameters_bias_ = L_self_modules_backbone_modules_layer3_modules_20_modules_bn1_parameters_bias_ + l_self_modules_backbone_modules_layer3_modules_20_modules_conv2_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_20_modules_conv2_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_20_modules_bn2_buffers_running_mean_ = L_self_modules_backbone_modules_layer3_modules_20_modules_bn2_buffers_running_mean_ + l_self_modules_backbone_modules_layer3_modules_20_modules_bn2_buffers_running_var_ = L_self_modules_backbone_modules_layer3_modules_20_modules_bn2_buffers_running_var_ + l_self_modules_backbone_modules_layer3_modules_20_modules_bn2_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_20_modules_bn2_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_20_modules_bn2_parameters_bias_ = L_self_modules_backbone_modules_layer3_modules_20_modules_bn2_parameters_bias_ + l_self_modules_backbone_modules_layer3_modules_20_modules_conv3_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_20_modules_conv3_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_20_modules_bn3_buffers_running_mean_ = L_self_modules_backbone_modules_layer3_modules_20_modules_bn3_buffers_running_mean_ + l_self_modules_backbone_modules_layer3_modules_20_modules_bn3_buffers_running_var_ = L_self_modules_backbone_modules_layer3_modules_20_modules_bn3_buffers_running_var_ + l_self_modules_backbone_modules_layer3_modules_20_modules_bn3_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_20_modules_bn3_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_20_modules_bn3_parameters_bias_ = L_self_modules_backbone_modules_layer3_modules_20_modules_bn3_parameters_bias_ + l_self_modules_backbone_modules_layer3_modules_21_modules_conv1_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_21_modules_conv1_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_21_modules_bn1_buffers_running_mean_ = L_self_modules_backbone_modules_layer3_modules_21_modules_bn1_buffers_running_mean_ + l_self_modules_backbone_modules_layer3_modules_21_modules_bn1_buffers_running_var_ = L_self_modules_backbone_modules_layer3_modules_21_modules_bn1_buffers_running_var_ + l_self_modules_backbone_modules_layer3_modules_21_modules_bn1_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_21_modules_bn1_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_21_modules_bn1_parameters_bias_ = L_self_modules_backbone_modules_layer3_modules_21_modules_bn1_parameters_bias_ + l_self_modules_backbone_modules_layer3_modules_21_modules_conv2_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_21_modules_conv2_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_21_modules_bn2_buffers_running_mean_ = L_self_modules_backbone_modules_layer3_modules_21_modules_bn2_buffers_running_mean_ + l_self_modules_backbone_modules_layer3_modules_21_modules_bn2_buffers_running_var_ = L_self_modules_backbone_modules_layer3_modules_21_modules_bn2_buffers_running_var_ + l_self_modules_backbone_modules_layer3_modules_21_modules_bn2_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_21_modules_bn2_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_21_modules_bn2_parameters_bias_ = L_self_modules_backbone_modules_layer3_modules_21_modules_bn2_parameters_bias_ + l_self_modules_backbone_modules_layer3_modules_21_modules_conv3_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_21_modules_conv3_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_21_modules_bn3_buffers_running_mean_ = L_self_modules_backbone_modules_layer3_modules_21_modules_bn3_buffers_running_mean_ + l_self_modules_backbone_modules_layer3_modules_21_modules_bn3_buffers_running_var_ = L_self_modules_backbone_modules_layer3_modules_21_modules_bn3_buffers_running_var_ + l_self_modules_backbone_modules_layer3_modules_21_modules_bn3_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_21_modules_bn3_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_21_modules_bn3_parameters_bias_ = L_self_modules_backbone_modules_layer3_modules_21_modules_bn3_parameters_bias_ + l_self_modules_backbone_modules_layer3_modules_22_modules_conv1_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_22_modules_conv1_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_22_modules_bn1_buffers_running_mean_ = L_self_modules_backbone_modules_layer3_modules_22_modules_bn1_buffers_running_mean_ + l_self_modules_backbone_modules_layer3_modules_22_modules_bn1_buffers_running_var_ = L_self_modules_backbone_modules_layer3_modules_22_modules_bn1_buffers_running_var_ + l_self_modules_backbone_modules_layer3_modules_22_modules_bn1_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_22_modules_bn1_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_22_modules_bn1_parameters_bias_ = L_self_modules_backbone_modules_layer3_modules_22_modules_bn1_parameters_bias_ + l_self_modules_backbone_modules_layer3_modules_22_modules_conv2_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_22_modules_conv2_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_22_modules_bn2_buffers_running_mean_ = L_self_modules_backbone_modules_layer3_modules_22_modules_bn2_buffers_running_mean_ + l_self_modules_backbone_modules_layer3_modules_22_modules_bn2_buffers_running_var_ = L_self_modules_backbone_modules_layer3_modules_22_modules_bn2_buffers_running_var_ + l_self_modules_backbone_modules_layer3_modules_22_modules_bn2_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_22_modules_bn2_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_22_modules_bn2_parameters_bias_ = L_self_modules_backbone_modules_layer3_modules_22_modules_bn2_parameters_bias_ + l_self_modules_backbone_modules_layer3_modules_22_modules_conv3_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_22_modules_conv3_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_22_modules_bn3_buffers_running_mean_ = L_self_modules_backbone_modules_layer3_modules_22_modules_bn3_buffers_running_mean_ + l_self_modules_backbone_modules_layer3_modules_22_modules_bn3_buffers_running_var_ = L_self_modules_backbone_modules_layer3_modules_22_modules_bn3_buffers_running_var_ + l_self_modules_backbone_modules_layer3_modules_22_modules_bn3_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_22_modules_bn3_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_22_modules_bn3_parameters_bias_ = L_self_modules_backbone_modules_layer3_modules_22_modules_bn3_parameters_bias_ + l_self_modules_backbone_modules_layer4_modules_0_modules_conv1_parameters_weight_ = L_self_modules_backbone_modules_layer4_modules_0_modules_conv1_parameters_weight_ + l_self_modules_backbone_modules_layer4_modules_0_modules_bn1_buffers_running_mean_ = L_self_modules_backbone_modules_layer4_modules_0_modules_bn1_buffers_running_mean_ + l_self_modules_backbone_modules_layer4_modules_0_modules_bn1_buffers_running_var_ = L_self_modules_backbone_modules_layer4_modules_0_modules_bn1_buffers_running_var_ + l_self_modules_backbone_modules_layer4_modules_0_modules_bn1_parameters_weight_ = L_self_modules_backbone_modules_layer4_modules_0_modules_bn1_parameters_weight_ + l_self_modules_backbone_modules_layer4_modules_0_modules_bn1_parameters_bias_ = L_self_modules_backbone_modules_layer4_modules_0_modules_bn1_parameters_bias_ + l_self_modules_backbone_modules_layer4_modules_0_modules_conv2_parameters_weight_ = L_self_modules_backbone_modules_layer4_modules_0_modules_conv2_parameters_weight_ + l_self_modules_backbone_modules_layer4_modules_0_modules_bn2_buffers_running_mean_ = L_self_modules_backbone_modules_layer4_modules_0_modules_bn2_buffers_running_mean_ + l_self_modules_backbone_modules_layer4_modules_0_modules_bn2_buffers_running_var_ = L_self_modules_backbone_modules_layer4_modules_0_modules_bn2_buffers_running_var_ + l_self_modules_backbone_modules_layer4_modules_0_modules_bn2_parameters_weight_ = L_self_modules_backbone_modules_layer4_modules_0_modules_bn2_parameters_weight_ + l_self_modules_backbone_modules_layer4_modules_0_modules_bn2_parameters_bias_ = L_self_modules_backbone_modules_layer4_modules_0_modules_bn2_parameters_bias_ + l_self_modules_backbone_modules_layer4_modules_0_modules_conv3_parameters_weight_ = L_self_modules_backbone_modules_layer4_modules_0_modules_conv3_parameters_weight_ + l_self_modules_backbone_modules_layer4_modules_0_modules_bn3_buffers_running_mean_ = L_self_modules_backbone_modules_layer4_modules_0_modules_bn3_buffers_running_mean_ + l_self_modules_backbone_modules_layer4_modules_0_modules_bn3_buffers_running_var_ = L_self_modules_backbone_modules_layer4_modules_0_modules_bn3_buffers_running_var_ + l_self_modules_backbone_modules_layer4_modules_0_modules_bn3_parameters_weight_ = L_self_modules_backbone_modules_layer4_modules_0_modules_bn3_parameters_weight_ + l_self_modules_backbone_modules_layer4_modules_0_modules_bn3_parameters_bias_ = L_self_modules_backbone_modules_layer4_modules_0_modules_bn3_parameters_bias_ + l_self_modules_backbone_modules_layer4_modules_0_modules_downsample_modules_0_parameters_weight_ = L_self_modules_backbone_modules_layer4_modules_0_modules_downsample_modules_0_parameters_weight_ + l_self_modules_backbone_modules_layer4_modules_0_modules_downsample_modules_1_buffers_running_mean_ = L_self_modules_backbone_modules_layer4_modules_0_modules_downsample_modules_1_buffers_running_mean_ + l_self_modules_backbone_modules_layer4_modules_0_modules_downsample_modules_1_buffers_running_var_ = L_self_modules_backbone_modules_layer4_modules_0_modules_downsample_modules_1_buffers_running_var_ + l_self_modules_backbone_modules_layer4_modules_0_modules_downsample_modules_1_parameters_weight_ = L_self_modules_backbone_modules_layer4_modules_0_modules_downsample_modules_1_parameters_weight_ + l_self_modules_backbone_modules_layer4_modules_0_modules_downsample_modules_1_parameters_bias_ = L_self_modules_backbone_modules_layer4_modules_0_modules_downsample_modules_1_parameters_bias_ + l_self_modules_backbone_modules_layer4_modules_1_modules_conv1_parameters_weight_ = L_self_modules_backbone_modules_layer4_modules_1_modules_conv1_parameters_weight_ + l_self_modules_backbone_modules_layer4_modules_1_modules_bn1_buffers_running_mean_ = L_self_modules_backbone_modules_layer4_modules_1_modules_bn1_buffers_running_mean_ + l_self_modules_backbone_modules_layer4_modules_1_modules_bn1_buffers_running_var_ = L_self_modules_backbone_modules_layer4_modules_1_modules_bn1_buffers_running_var_ + l_self_modules_backbone_modules_layer4_modules_1_modules_bn1_parameters_weight_ = L_self_modules_backbone_modules_layer4_modules_1_modules_bn1_parameters_weight_ + l_self_modules_backbone_modules_layer4_modules_1_modules_bn1_parameters_bias_ = L_self_modules_backbone_modules_layer4_modules_1_modules_bn1_parameters_bias_ + l_self_modules_backbone_modules_layer4_modules_1_modules_conv2_parameters_weight_ = L_self_modules_backbone_modules_layer4_modules_1_modules_conv2_parameters_weight_ + l_self_modules_backbone_modules_layer4_modules_1_modules_bn2_buffers_running_mean_ = L_self_modules_backbone_modules_layer4_modules_1_modules_bn2_buffers_running_mean_ + l_self_modules_backbone_modules_layer4_modules_1_modules_bn2_buffers_running_var_ = L_self_modules_backbone_modules_layer4_modules_1_modules_bn2_buffers_running_var_ + l_self_modules_backbone_modules_layer4_modules_1_modules_bn2_parameters_weight_ = L_self_modules_backbone_modules_layer4_modules_1_modules_bn2_parameters_weight_ + l_self_modules_backbone_modules_layer4_modules_1_modules_bn2_parameters_bias_ = L_self_modules_backbone_modules_layer4_modules_1_modules_bn2_parameters_bias_ + l_self_modules_backbone_modules_layer4_modules_1_modules_conv3_parameters_weight_ = L_self_modules_backbone_modules_layer4_modules_1_modules_conv3_parameters_weight_ + l_self_modules_backbone_modules_layer4_modules_1_modules_bn3_buffers_running_mean_ = L_self_modules_backbone_modules_layer4_modules_1_modules_bn3_buffers_running_mean_ + l_self_modules_backbone_modules_layer4_modules_1_modules_bn3_buffers_running_var_ = L_self_modules_backbone_modules_layer4_modules_1_modules_bn3_buffers_running_var_ + l_self_modules_backbone_modules_layer4_modules_1_modules_bn3_parameters_weight_ = L_self_modules_backbone_modules_layer4_modules_1_modules_bn3_parameters_weight_ + l_self_modules_backbone_modules_layer4_modules_1_modules_bn3_parameters_bias_ = L_self_modules_backbone_modules_layer4_modules_1_modules_bn3_parameters_bias_ + l_self_modules_backbone_modules_layer4_modules_2_modules_conv1_parameters_weight_ = L_self_modules_backbone_modules_layer4_modules_2_modules_conv1_parameters_weight_ + l_self_modules_backbone_modules_layer4_modules_2_modules_bn1_buffers_running_mean_ = L_self_modules_backbone_modules_layer4_modules_2_modules_bn1_buffers_running_mean_ + l_self_modules_backbone_modules_layer4_modules_2_modules_bn1_buffers_running_var_ = L_self_modules_backbone_modules_layer4_modules_2_modules_bn1_buffers_running_var_ + l_self_modules_backbone_modules_layer4_modules_2_modules_bn1_parameters_weight_ = L_self_modules_backbone_modules_layer4_modules_2_modules_bn1_parameters_weight_ + l_self_modules_backbone_modules_layer4_modules_2_modules_bn1_parameters_bias_ = L_self_modules_backbone_modules_layer4_modules_2_modules_bn1_parameters_bias_ + l_self_modules_backbone_modules_layer4_modules_2_modules_conv2_parameters_weight_ = L_self_modules_backbone_modules_layer4_modules_2_modules_conv2_parameters_weight_ + l_self_modules_backbone_modules_layer4_modules_2_modules_bn2_buffers_running_mean_ = L_self_modules_backbone_modules_layer4_modules_2_modules_bn2_buffers_running_mean_ + l_self_modules_backbone_modules_layer4_modules_2_modules_bn2_buffers_running_var_ = L_self_modules_backbone_modules_layer4_modules_2_modules_bn2_buffers_running_var_ + l_self_modules_backbone_modules_layer4_modules_2_modules_bn2_parameters_weight_ = L_self_modules_backbone_modules_layer4_modules_2_modules_bn2_parameters_weight_ + l_self_modules_backbone_modules_layer4_modules_2_modules_bn2_parameters_bias_ = L_self_modules_backbone_modules_layer4_modules_2_modules_bn2_parameters_bias_ + l_self_modules_backbone_modules_layer4_modules_2_modules_conv3_parameters_weight_ = L_self_modules_backbone_modules_layer4_modules_2_modules_conv3_parameters_weight_ + l_self_modules_backbone_modules_layer4_modules_2_modules_bn3_buffers_running_mean_ = L_self_modules_backbone_modules_layer4_modules_2_modules_bn3_buffers_running_mean_ + l_self_modules_backbone_modules_layer4_modules_2_modules_bn3_buffers_running_var_ = L_self_modules_backbone_modules_layer4_modules_2_modules_bn3_buffers_running_var_ + l_self_modules_backbone_modules_layer4_modules_2_modules_bn3_parameters_weight_ = L_self_modules_backbone_modules_layer4_modules_2_modules_bn3_parameters_weight_ + l_self_modules_backbone_modules_layer4_modules_2_modules_bn3_parameters_bias_ = L_self_modules_backbone_modules_layer4_modules_2_modules_bn3_parameters_bias_ + l_self_modules_classifier_modules_0_modules_convs_modules_0_modules_0_parameters_weight_ = L_self_modules_classifier_modules_0_modules_convs_modules_0_modules_0_parameters_weight_ + l_self_modules_classifier_modules_0_modules_convs_modules_0_modules_1_buffers_running_mean_ = L_self_modules_classifier_modules_0_modules_convs_modules_0_modules_1_buffers_running_mean_ + l_self_modules_classifier_modules_0_modules_convs_modules_0_modules_1_buffers_running_var_ = L_self_modules_classifier_modules_0_modules_convs_modules_0_modules_1_buffers_running_var_ + l_self_modules_classifier_modules_0_modules_convs_modules_0_modules_1_parameters_weight_ = L_self_modules_classifier_modules_0_modules_convs_modules_0_modules_1_parameters_weight_ + l_self_modules_classifier_modules_0_modules_convs_modules_0_modules_1_parameters_bias_ = L_self_modules_classifier_modules_0_modules_convs_modules_0_modules_1_parameters_bias_ + l_self_modules_classifier_modules_0_modules_convs_modules_1_modules_0_parameters_weight_ = L_self_modules_classifier_modules_0_modules_convs_modules_1_modules_0_parameters_weight_ + l_self_modules_classifier_modules_0_modules_convs_modules_1_modules_1_buffers_running_mean_ = L_self_modules_classifier_modules_0_modules_convs_modules_1_modules_1_buffers_running_mean_ + l_self_modules_classifier_modules_0_modules_convs_modules_1_modules_1_buffers_running_var_ = L_self_modules_classifier_modules_0_modules_convs_modules_1_modules_1_buffers_running_var_ + l_self_modules_classifier_modules_0_modules_convs_modules_1_modules_1_parameters_weight_ = L_self_modules_classifier_modules_0_modules_convs_modules_1_modules_1_parameters_weight_ + l_self_modules_classifier_modules_0_modules_convs_modules_1_modules_1_parameters_bias_ = L_self_modules_classifier_modules_0_modules_convs_modules_1_modules_1_parameters_bias_ + l_self_modules_classifier_modules_0_modules_convs_modules_2_modules_0_parameters_weight_ = L_self_modules_classifier_modules_0_modules_convs_modules_2_modules_0_parameters_weight_ + l_self_modules_classifier_modules_0_modules_convs_modules_2_modules_1_buffers_running_mean_ = L_self_modules_classifier_modules_0_modules_convs_modules_2_modules_1_buffers_running_mean_ + l_self_modules_classifier_modules_0_modules_convs_modules_2_modules_1_buffers_running_var_ = L_self_modules_classifier_modules_0_modules_convs_modules_2_modules_1_buffers_running_var_ + l_self_modules_classifier_modules_0_modules_convs_modules_2_modules_1_parameters_weight_ = L_self_modules_classifier_modules_0_modules_convs_modules_2_modules_1_parameters_weight_ + l_self_modules_classifier_modules_0_modules_convs_modules_2_modules_1_parameters_bias_ = L_self_modules_classifier_modules_0_modules_convs_modules_2_modules_1_parameters_bias_ + l_self_modules_classifier_modules_0_modules_convs_modules_3_modules_0_parameters_weight_ = L_self_modules_classifier_modules_0_modules_convs_modules_3_modules_0_parameters_weight_ + l_self_modules_classifier_modules_0_modules_convs_modules_3_modules_1_buffers_running_mean_ = L_self_modules_classifier_modules_0_modules_convs_modules_3_modules_1_buffers_running_mean_ + l_self_modules_classifier_modules_0_modules_convs_modules_3_modules_1_buffers_running_var_ = L_self_modules_classifier_modules_0_modules_convs_modules_3_modules_1_buffers_running_var_ + l_self_modules_classifier_modules_0_modules_convs_modules_3_modules_1_parameters_weight_ = L_self_modules_classifier_modules_0_modules_convs_modules_3_modules_1_parameters_weight_ + l_self_modules_classifier_modules_0_modules_convs_modules_3_modules_1_parameters_bias_ = L_self_modules_classifier_modules_0_modules_convs_modules_3_modules_1_parameters_bias_ + l_self_modules_classifier_modules_0_modules_convs_modules_4_modules_1_parameters_weight_ = L_self_modules_classifier_modules_0_modules_convs_modules_4_modules_1_parameters_weight_ + l_self_modules_classifier_modules_0_modules_convs_modules_4_modules_2_buffers_running_mean_ = L_self_modules_classifier_modules_0_modules_convs_modules_4_modules_2_buffers_running_mean_ + l_self_modules_classifier_modules_0_modules_convs_modules_4_modules_2_buffers_running_var_ = L_self_modules_classifier_modules_0_modules_convs_modules_4_modules_2_buffers_running_var_ + l_self_modules_classifier_modules_0_modules_convs_modules_4_modules_2_parameters_weight_ = L_self_modules_classifier_modules_0_modules_convs_modules_4_modules_2_parameters_weight_ + l_self_modules_classifier_modules_0_modules_convs_modules_4_modules_2_parameters_bias_ = L_self_modules_classifier_modules_0_modules_convs_modules_4_modules_2_parameters_bias_ + l_self_modules_classifier_modules_0_modules_project_modules_0_parameters_weight_ = L_self_modules_classifier_modules_0_modules_project_modules_0_parameters_weight_ + l_self_modules_classifier_modules_0_modules_project_modules_1_buffers_running_mean_ = L_self_modules_classifier_modules_0_modules_project_modules_1_buffers_running_mean_ + l_self_modules_classifier_modules_0_modules_project_modules_1_buffers_running_var_ = L_self_modules_classifier_modules_0_modules_project_modules_1_buffers_running_var_ + l_self_modules_classifier_modules_0_modules_project_modules_1_parameters_weight_ = L_self_modules_classifier_modules_0_modules_project_modules_1_parameters_weight_ + l_self_modules_classifier_modules_0_modules_project_modules_1_parameters_bias_ = L_self_modules_classifier_modules_0_modules_project_modules_1_parameters_bias_ + l_self_modules_classifier_modules_1_parameters_weight_ = ( + L_self_modules_classifier_modules_1_parameters_weight_ + ) + l_self_modules_classifier_modules_2_buffers_running_mean_ = ( + L_self_modules_classifier_modules_2_buffers_running_mean_ + ) + l_self_modules_classifier_modules_2_buffers_running_var_ = ( + L_self_modules_classifier_modules_2_buffers_running_var_ + ) + l_self_modules_classifier_modules_2_parameters_weight_ = ( + L_self_modules_classifier_modules_2_parameters_weight_ + ) + l_self_modules_classifier_modules_2_parameters_bias_ = ( + L_self_modules_classifier_modules_2_parameters_bias_ + ) + l_self_modules_classifier_modules_4_parameters_weight_ = ( + L_self_modules_classifier_modules_4_parameters_weight_ + ) + l_self_modules_classifier_modules_4_parameters_bias_ = ( + L_self_modules_classifier_modules_4_parameters_bias_ + ) + l_self_modules_aux_classifier_modules_0_parameters_weight_ = ( + L_self_modules_aux_classifier_modules_0_parameters_weight_ + ) + l_self_modules_aux_classifier_modules_1_buffers_running_mean_ = ( + L_self_modules_aux_classifier_modules_1_buffers_running_mean_ + ) + l_self_modules_aux_classifier_modules_1_buffers_running_var_ = ( + L_self_modules_aux_classifier_modules_1_buffers_running_var_ + ) + l_self_modules_aux_classifier_modules_1_parameters_weight_ = ( + L_self_modules_aux_classifier_modules_1_parameters_weight_ + ) + l_self_modules_aux_classifier_modules_1_parameters_bias_ = ( + L_self_modules_aux_classifier_modules_1_parameters_bias_ + ) + l_self_modules_aux_classifier_modules_4_parameters_weight_ = ( + L_self_modules_aux_classifier_modules_4_parameters_weight_ + ) + l_self_modules_aux_classifier_modules_4_parameters_bias_ = ( + L_self_modules_aux_classifier_modules_4_parameters_bias_ + ) + x = torch.conv2d( + l_x_, + l_self_modules_backbone_modules_conv1_parameters_weight_, + None, + (2, 2), + (3, 3), + (1, 1), + 1, + ) + l_x_ = l_self_modules_backbone_modules_conv1_parameters_weight_ = None + x_1 = torch.nn.functional.batch_norm( + x, + l_self_modules_backbone_modules_bn1_buffers_running_mean_, + l_self_modules_backbone_modules_bn1_buffers_running_var_, + l_self_modules_backbone_modules_bn1_parameters_weight_, + l_self_modules_backbone_modules_bn1_parameters_bias_, + False, + 0.1, + 1e-05, + ) + x = ( + l_self_modules_backbone_modules_bn1_buffers_running_mean_ + ) = ( + l_self_modules_backbone_modules_bn1_buffers_running_var_ + ) = ( + l_self_modules_backbone_modules_bn1_parameters_weight_ + ) = l_self_modules_backbone_modules_bn1_parameters_bias_ = None + x_2 = torch.nn.functional.relu(x_1, inplace=True) + x_1 = None + x_3 = torch.nn.functional.max_pool2d( + x_2, 3, 2, 1, 1, ceil_mode=False, return_indices=False + ) + x_2 = None + out = torch.conv2d( + x_3, + l_self_modules_backbone_modules_layer1_modules_0_modules_conv1_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_backbone_modules_layer1_modules_0_modules_conv1_parameters_weight_ = ( + None + ) + out_1 = torch.nn.functional.batch_norm( + out, + l_self_modules_backbone_modules_layer1_modules_0_modules_bn1_buffers_running_mean_, + l_self_modules_backbone_modules_layer1_modules_0_modules_bn1_buffers_running_var_, + l_self_modules_backbone_modules_layer1_modules_0_modules_bn1_parameters_weight_, + l_self_modules_backbone_modules_layer1_modules_0_modules_bn1_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out = l_self_modules_backbone_modules_layer1_modules_0_modules_bn1_buffers_running_mean_ = l_self_modules_backbone_modules_layer1_modules_0_modules_bn1_buffers_running_var_ = l_self_modules_backbone_modules_layer1_modules_0_modules_bn1_parameters_weight_ = l_self_modules_backbone_modules_layer1_modules_0_modules_bn1_parameters_bias_ = (None) + out_2 = torch.nn.functional.relu(out_1, inplace=True) + out_1 = None + out_3 = torch.conv2d( + out_2, + l_self_modules_backbone_modules_layer1_modules_0_modules_conv2_parameters_weight_, + None, + (1, 1), + (1, 1), + (1, 1), + 1, + ) + out_2 = l_self_modules_backbone_modules_layer1_modules_0_modules_conv2_parameters_weight_ = (None) + out_4 = torch.nn.functional.batch_norm( + out_3, + l_self_modules_backbone_modules_layer1_modules_0_modules_bn2_buffers_running_mean_, + l_self_modules_backbone_modules_layer1_modules_0_modules_bn2_buffers_running_var_, + l_self_modules_backbone_modules_layer1_modules_0_modules_bn2_parameters_weight_, + l_self_modules_backbone_modules_layer1_modules_0_modules_bn2_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_3 = l_self_modules_backbone_modules_layer1_modules_0_modules_bn2_buffers_running_mean_ = l_self_modules_backbone_modules_layer1_modules_0_modules_bn2_buffers_running_var_ = l_self_modules_backbone_modules_layer1_modules_0_modules_bn2_parameters_weight_ = l_self_modules_backbone_modules_layer1_modules_0_modules_bn2_parameters_bias_ = (None) + out_5 = torch.nn.functional.relu(out_4, inplace=True) + out_4 = None + out_6 = torch.conv2d( + out_5, + l_self_modules_backbone_modules_layer1_modules_0_modules_conv3_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + out_5 = l_self_modules_backbone_modules_layer1_modules_0_modules_conv3_parameters_weight_ = (None) + out_7 = torch.nn.functional.batch_norm( + out_6, + l_self_modules_backbone_modules_layer1_modules_0_modules_bn3_buffers_running_mean_, + l_self_modules_backbone_modules_layer1_modules_0_modules_bn3_buffers_running_var_, + l_self_modules_backbone_modules_layer1_modules_0_modules_bn3_parameters_weight_, + l_self_modules_backbone_modules_layer1_modules_0_modules_bn3_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_6 = l_self_modules_backbone_modules_layer1_modules_0_modules_bn3_buffers_running_mean_ = l_self_modules_backbone_modules_layer1_modules_0_modules_bn3_buffers_running_var_ = l_self_modules_backbone_modules_layer1_modules_0_modules_bn3_parameters_weight_ = l_self_modules_backbone_modules_layer1_modules_0_modules_bn3_parameters_bias_ = (None) + input_1 = torch.conv2d( + x_3, + l_self_modules_backbone_modules_layer1_modules_0_modules_downsample_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + x_3 = l_self_modules_backbone_modules_layer1_modules_0_modules_downsample_modules_0_parameters_weight_ = (None) + input_2 = torch.nn.functional.batch_norm( + input_1, + l_self_modules_backbone_modules_layer1_modules_0_modules_downsample_modules_1_buffers_running_mean_, + l_self_modules_backbone_modules_layer1_modules_0_modules_downsample_modules_1_buffers_running_var_, + l_self_modules_backbone_modules_layer1_modules_0_modules_downsample_modules_1_parameters_weight_, + l_self_modules_backbone_modules_layer1_modules_0_modules_downsample_modules_1_parameters_bias_, + False, + 0.1, + 1e-05, + ) + input_1 = l_self_modules_backbone_modules_layer1_modules_0_modules_downsample_modules_1_buffers_running_mean_ = l_self_modules_backbone_modules_layer1_modules_0_modules_downsample_modules_1_buffers_running_var_ = l_self_modules_backbone_modules_layer1_modules_0_modules_downsample_modules_1_parameters_weight_ = l_self_modules_backbone_modules_layer1_modules_0_modules_downsample_modules_1_parameters_bias_ = (None) + out_7 += input_2 + out_8 = out_7 + out_7 = input_2 = None + out_9 = torch.nn.functional.relu(out_8, inplace=True) + out_8 = None + out_10 = torch.conv2d( + out_9, + l_self_modules_backbone_modules_layer1_modules_1_modules_conv1_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_backbone_modules_layer1_modules_1_modules_conv1_parameters_weight_ = ( + None + ) + out_11 = torch.nn.functional.batch_norm( + out_10, + l_self_modules_backbone_modules_layer1_modules_1_modules_bn1_buffers_running_mean_, + l_self_modules_backbone_modules_layer1_modules_1_modules_bn1_buffers_running_var_, + l_self_modules_backbone_modules_layer1_modules_1_modules_bn1_parameters_weight_, + l_self_modules_backbone_modules_layer1_modules_1_modules_bn1_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_10 = l_self_modules_backbone_modules_layer1_modules_1_modules_bn1_buffers_running_mean_ = l_self_modules_backbone_modules_layer1_modules_1_modules_bn1_buffers_running_var_ = l_self_modules_backbone_modules_layer1_modules_1_modules_bn1_parameters_weight_ = l_self_modules_backbone_modules_layer1_modules_1_modules_bn1_parameters_bias_ = (None) + out_12 = torch.nn.functional.relu(out_11, inplace=True) + out_11 = None + out_13 = torch.conv2d( + out_12, + l_self_modules_backbone_modules_layer1_modules_1_modules_conv2_parameters_weight_, + None, + (1, 1), + (1, 1), + (1, 1), + 1, + ) + out_12 = l_self_modules_backbone_modules_layer1_modules_1_modules_conv2_parameters_weight_ = (None) + out_14 = torch.nn.functional.batch_norm( + out_13, + l_self_modules_backbone_modules_layer1_modules_1_modules_bn2_buffers_running_mean_, + l_self_modules_backbone_modules_layer1_modules_1_modules_bn2_buffers_running_var_, + l_self_modules_backbone_modules_layer1_modules_1_modules_bn2_parameters_weight_, + l_self_modules_backbone_modules_layer1_modules_1_modules_bn2_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_13 = l_self_modules_backbone_modules_layer1_modules_1_modules_bn2_buffers_running_mean_ = l_self_modules_backbone_modules_layer1_modules_1_modules_bn2_buffers_running_var_ = l_self_modules_backbone_modules_layer1_modules_1_modules_bn2_parameters_weight_ = l_self_modules_backbone_modules_layer1_modules_1_modules_bn2_parameters_bias_ = (None) + out_15 = torch.nn.functional.relu(out_14, inplace=True) + out_14 = None + out_16 = torch.conv2d( + out_15, + l_self_modules_backbone_modules_layer1_modules_1_modules_conv3_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + out_15 = l_self_modules_backbone_modules_layer1_modules_1_modules_conv3_parameters_weight_ = (None) + out_17 = torch.nn.functional.batch_norm( + out_16, + l_self_modules_backbone_modules_layer1_modules_1_modules_bn3_buffers_running_mean_, + l_self_modules_backbone_modules_layer1_modules_1_modules_bn3_buffers_running_var_, + l_self_modules_backbone_modules_layer1_modules_1_modules_bn3_parameters_weight_, + l_self_modules_backbone_modules_layer1_modules_1_modules_bn3_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_16 = l_self_modules_backbone_modules_layer1_modules_1_modules_bn3_buffers_running_mean_ = l_self_modules_backbone_modules_layer1_modules_1_modules_bn3_buffers_running_var_ = l_self_modules_backbone_modules_layer1_modules_1_modules_bn3_parameters_weight_ = l_self_modules_backbone_modules_layer1_modules_1_modules_bn3_parameters_bias_ = (None) + out_17 += out_9 + out_18 = out_17 + out_17 = out_9 = None + out_19 = torch.nn.functional.relu(out_18, inplace=True) + out_18 = None + out_20 = torch.conv2d( + out_19, + l_self_modules_backbone_modules_layer1_modules_2_modules_conv1_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_backbone_modules_layer1_modules_2_modules_conv1_parameters_weight_ = ( + None + ) + out_21 = torch.nn.functional.batch_norm( + out_20, + l_self_modules_backbone_modules_layer1_modules_2_modules_bn1_buffers_running_mean_, + l_self_modules_backbone_modules_layer1_modules_2_modules_bn1_buffers_running_var_, + l_self_modules_backbone_modules_layer1_modules_2_modules_bn1_parameters_weight_, + l_self_modules_backbone_modules_layer1_modules_2_modules_bn1_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_20 = l_self_modules_backbone_modules_layer1_modules_2_modules_bn1_buffers_running_mean_ = l_self_modules_backbone_modules_layer1_modules_2_modules_bn1_buffers_running_var_ = l_self_modules_backbone_modules_layer1_modules_2_modules_bn1_parameters_weight_ = l_self_modules_backbone_modules_layer1_modules_2_modules_bn1_parameters_bias_ = (None) + out_22 = torch.nn.functional.relu(out_21, inplace=True) + out_21 = None + out_23 = torch.conv2d( + out_22, + l_self_modules_backbone_modules_layer1_modules_2_modules_conv2_parameters_weight_, + None, + (1, 1), + (1, 1), + (1, 1), + 1, + ) + out_22 = l_self_modules_backbone_modules_layer1_modules_2_modules_conv2_parameters_weight_ = (None) + out_24 = torch.nn.functional.batch_norm( + out_23, + l_self_modules_backbone_modules_layer1_modules_2_modules_bn2_buffers_running_mean_, + l_self_modules_backbone_modules_layer1_modules_2_modules_bn2_buffers_running_var_, + l_self_modules_backbone_modules_layer1_modules_2_modules_bn2_parameters_weight_, + l_self_modules_backbone_modules_layer1_modules_2_modules_bn2_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_23 = l_self_modules_backbone_modules_layer1_modules_2_modules_bn2_buffers_running_mean_ = l_self_modules_backbone_modules_layer1_modules_2_modules_bn2_buffers_running_var_ = l_self_modules_backbone_modules_layer1_modules_2_modules_bn2_parameters_weight_ = l_self_modules_backbone_modules_layer1_modules_2_modules_bn2_parameters_bias_ = (None) + out_25 = torch.nn.functional.relu(out_24, inplace=True) + out_24 = None + out_26 = torch.conv2d( + out_25, + l_self_modules_backbone_modules_layer1_modules_2_modules_conv3_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + out_25 = l_self_modules_backbone_modules_layer1_modules_2_modules_conv3_parameters_weight_ = (None) + out_27 = torch.nn.functional.batch_norm( + out_26, + l_self_modules_backbone_modules_layer1_modules_2_modules_bn3_buffers_running_mean_, + l_self_modules_backbone_modules_layer1_modules_2_modules_bn3_buffers_running_var_, + l_self_modules_backbone_modules_layer1_modules_2_modules_bn3_parameters_weight_, + l_self_modules_backbone_modules_layer1_modules_2_modules_bn3_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_26 = l_self_modules_backbone_modules_layer1_modules_2_modules_bn3_buffers_running_mean_ = l_self_modules_backbone_modules_layer1_modules_2_modules_bn3_buffers_running_var_ = l_self_modules_backbone_modules_layer1_modules_2_modules_bn3_parameters_weight_ = l_self_modules_backbone_modules_layer1_modules_2_modules_bn3_parameters_bias_ = (None) + out_27 += out_19 + out_28 = out_27 + out_27 = out_19 = None + out_29 = torch.nn.functional.relu(out_28, inplace=True) + out_28 = None + out_30 = torch.conv2d( + out_29, + l_self_modules_backbone_modules_layer2_modules_0_modules_conv1_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_backbone_modules_layer2_modules_0_modules_conv1_parameters_weight_ = ( + None + ) + out_31 = torch.nn.functional.batch_norm( + out_30, + l_self_modules_backbone_modules_layer2_modules_0_modules_bn1_buffers_running_mean_, + l_self_modules_backbone_modules_layer2_modules_0_modules_bn1_buffers_running_var_, + l_self_modules_backbone_modules_layer2_modules_0_modules_bn1_parameters_weight_, + l_self_modules_backbone_modules_layer2_modules_0_modules_bn1_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_30 = l_self_modules_backbone_modules_layer2_modules_0_modules_bn1_buffers_running_mean_ = l_self_modules_backbone_modules_layer2_modules_0_modules_bn1_buffers_running_var_ = l_self_modules_backbone_modules_layer2_modules_0_modules_bn1_parameters_weight_ = l_self_modules_backbone_modules_layer2_modules_0_modules_bn1_parameters_bias_ = (None) + out_32 = torch.nn.functional.relu(out_31, inplace=True) + out_31 = None + out_33 = torch.conv2d( + out_32, + l_self_modules_backbone_modules_layer2_modules_0_modules_conv2_parameters_weight_, + None, + (2, 2), + (1, 1), + (1, 1), + 1, + ) + out_32 = l_self_modules_backbone_modules_layer2_modules_0_modules_conv2_parameters_weight_ = (None) + out_34 = torch.nn.functional.batch_norm( + out_33, + l_self_modules_backbone_modules_layer2_modules_0_modules_bn2_buffers_running_mean_, + l_self_modules_backbone_modules_layer2_modules_0_modules_bn2_buffers_running_var_, + l_self_modules_backbone_modules_layer2_modules_0_modules_bn2_parameters_weight_, + l_self_modules_backbone_modules_layer2_modules_0_modules_bn2_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_33 = l_self_modules_backbone_modules_layer2_modules_0_modules_bn2_buffers_running_mean_ = l_self_modules_backbone_modules_layer2_modules_0_modules_bn2_buffers_running_var_ = l_self_modules_backbone_modules_layer2_modules_0_modules_bn2_parameters_weight_ = l_self_modules_backbone_modules_layer2_modules_0_modules_bn2_parameters_bias_ = (None) + out_35 = torch.nn.functional.relu(out_34, inplace=True) + out_34 = None + out_36 = torch.conv2d( + out_35, + l_self_modules_backbone_modules_layer2_modules_0_modules_conv3_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + out_35 = l_self_modules_backbone_modules_layer2_modules_0_modules_conv3_parameters_weight_ = (None) + out_37 = torch.nn.functional.batch_norm( + out_36, + l_self_modules_backbone_modules_layer2_modules_0_modules_bn3_buffers_running_mean_, + l_self_modules_backbone_modules_layer2_modules_0_modules_bn3_buffers_running_var_, + l_self_modules_backbone_modules_layer2_modules_0_modules_bn3_parameters_weight_, + l_self_modules_backbone_modules_layer2_modules_0_modules_bn3_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_36 = l_self_modules_backbone_modules_layer2_modules_0_modules_bn3_buffers_running_mean_ = l_self_modules_backbone_modules_layer2_modules_0_modules_bn3_buffers_running_var_ = l_self_modules_backbone_modules_layer2_modules_0_modules_bn3_parameters_weight_ = l_self_modules_backbone_modules_layer2_modules_0_modules_bn3_parameters_bias_ = (None) + input_3 = torch.conv2d( + out_29, + l_self_modules_backbone_modules_layer2_modules_0_modules_downsample_modules_0_parameters_weight_, + None, + (2, 2), + (0, 0), + (1, 1), + 1, + ) + out_29 = l_self_modules_backbone_modules_layer2_modules_0_modules_downsample_modules_0_parameters_weight_ = (None) + input_4 = torch.nn.functional.batch_norm( + input_3, + l_self_modules_backbone_modules_layer2_modules_0_modules_downsample_modules_1_buffers_running_mean_, + l_self_modules_backbone_modules_layer2_modules_0_modules_downsample_modules_1_buffers_running_var_, + l_self_modules_backbone_modules_layer2_modules_0_modules_downsample_modules_1_parameters_weight_, + l_self_modules_backbone_modules_layer2_modules_0_modules_downsample_modules_1_parameters_bias_, + False, + 0.1, + 1e-05, + ) + input_3 = l_self_modules_backbone_modules_layer2_modules_0_modules_downsample_modules_1_buffers_running_mean_ = l_self_modules_backbone_modules_layer2_modules_0_modules_downsample_modules_1_buffers_running_var_ = l_self_modules_backbone_modules_layer2_modules_0_modules_downsample_modules_1_parameters_weight_ = l_self_modules_backbone_modules_layer2_modules_0_modules_downsample_modules_1_parameters_bias_ = (None) + out_37 += input_4 + out_38 = out_37 + out_37 = input_4 = None + out_39 = torch.nn.functional.relu(out_38, inplace=True) + out_38 = None + out_40 = torch.conv2d( + out_39, + l_self_modules_backbone_modules_layer2_modules_1_modules_conv1_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_backbone_modules_layer2_modules_1_modules_conv1_parameters_weight_ = ( + None + ) + out_41 = torch.nn.functional.batch_norm( + out_40, + l_self_modules_backbone_modules_layer2_modules_1_modules_bn1_buffers_running_mean_, + l_self_modules_backbone_modules_layer2_modules_1_modules_bn1_buffers_running_var_, + l_self_modules_backbone_modules_layer2_modules_1_modules_bn1_parameters_weight_, + l_self_modules_backbone_modules_layer2_modules_1_modules_bn1_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_40 = l_self_modules_backbone_modules_layer2_modules_1_modules_bn1_buffers_running_mean_ = l_self_modules_backbone_modules_layer2_modules_1_modules_bn1_buffers_running_var_ = l_self_modules_backbone_modules_layer2_modules_1_modules_bn1_parameters_weight_ = l_self_modules_backbone_modules_layer2_modules_1_modules_bn1_parameters_bias_ = (None) + out_42 = torch.nn.functional.relu(out_41, inplace=True) + out_41 = None + out_43 = torch.conv2d( + out_42, + l_self_modules_backbone_modules_layer2_modules_1_modules_conv2_parameters_weight_, + None, + (1, 1), + (1, 1), + (1, 1), + 1, + ) + out_42 = l_self_modules_backbone_modules_layer2_modules_1_modules_conv2_parameters_weight_ = (None) + out_44 = torch.nn.functional.batch_norm( + out_43, + l_self_modules_backbone_modules_layer2_modules_1_modules_bn2_buffers_running_mean_, + l_self_modules_backbone_modules_layer2_modules_1_modules_bn2_buffers_running_var_, + l_self_modules_backbone_modules_layer2_modules_1_modules_bn2_parameters_weight_, + l_self_modules_backbone_modules_layer2_modules_1_modules_bn2_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_43 = l_self_modules_backbone_modules_layer2_modules_1_modules_bn2_buffers_running_mean_ = l_self_modules_backbone_modules_layer2_modules_1_modules_bn2_buffers_running_var_ = l_self_modules_backbone_modules_layer2_modules_1_modules_bn2_parameters_weight_ = l_self_modules_backbone_modules_layer2_modules_1_modules_bn2_parameters_bias_ = (None) + out_45 = torch.nn.functional.relu(out_44, inplace=True) + out_44 = None + out_46 = torch.conv2d( + out_45, + l_self_modules_backbone_modules_layer2_modules_1_modules_conv3_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + out_45 = l_self_modules_backbone_modules_layer2_modules_1_modules_conv3_parameters_weight_ = (None) + out_47 = torch.nn.functional.batch_norm( + out_46, + l_self_modules_backbone_modules_layer2_modules_1_modules_bn3_buffers_running_mean_, + l_self_modules_backbone_modules_layer2_modules_1_modules_bn3_buffers_running_var_, + l_self_modules_backbone_modules_layer2_modules_1_modules_bn3_parameters_weight_, + l_self_modules_backbone_modules_layer2_modules_1_modules_bn3_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_46 = l_self_modules_backbone_modules_layer2_modules_1_modules_bn3_buffers_running_mean_ = l_self_modules_backbone_modules_layer2_modules_1_modules_bn3_buffers_running_var_ = l_self_modules_backbone_modules_layer2_modules_1_modules_bn3_parameters_weight_ = l_self_modules_backbone_modules_layer2_modules_1_modules_bn3_parameters_bias_ = (None) + out_47 += out_39 + out_48 = out_47 + out_47 = out_39 = None + out_49 = torch.nn.functional.relu(out_48, inplace=True) + out_48 = None + out_50 = torch.conv2d( + out_49, + l_self_modules_backbone_modules_layer2_modules_2_modules_conv1_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_backbone_modules_layer2_modules_2_modules_conv1_parameters_weight_ = ( + None + ) + out_51 = torch.nn.functional.batch_norm( + out_50, + l_self_modules_backbone_modules_layer2_modules_2_modules_bn1_buffers_running_mean_, + l_self_modules_backbone_modules_layer2_modules_2_modules_bn1_buffers_running_var_, + l_self_modules_backbone_modules_layer2_modules_2_modules_bn1_parameters_weight_, + l_self_modules_backbone_modules_layer2_modules_2_modules_bn1_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_50 = l_self_modules_backbone_modules_layer2_modules_2_modules_bn1_buffers_running_mean_ = l_self_modules_backbone_modules_layer2_modules_2_modules_bn1_buffers_running_var_ = l_self_modules_backbone_modules_layer2_modules_2_modules_bn1_parameters_weight_ = l_self_modules_backbone_modules_layer2_modules_2_modules_bn1_parameters_bias_ = (None) + out_52 = torch.nn.functional.relu(out_51, inplace=True) + out_51 = None + out_53 = torch.conv2d( + out_52, + l_self_modules_backbone_modules_layer2_modules_2_modules_conv2_parameters_weight_, + None, + (1, 1), + (1, 1), + (1, 1), + 1, + ) + out_52 = l_self_modules_backbone_modules_layer2_modules_2_modules_conv2_parameters_weight_ = (None) + out_54 = torch.nn.functional.batch_norm( + out_53, + l_self_modules_backbone_modules_layer2_modules_2_modules_bn2_buffers_running_mean_, + l_self_modules_backbone_modules_layer2_modules_2_modules_bn2_buffers_running_var_, + l_self_modules_backbone_modules_layer2_modules_2_modules_bn2_parameters_weight_, + l_self_modules_backbone_modules_layer2_modules_2_modules_bn2_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_53 = l_self_modules_backbone_modules_layer2_modules_2_modules_bn2_buffers_running_mean_ = l_self_modules_backbone_modules_layer2_modules_2_modules_bn2_buffers_running_var_ = l_self_modules_backbone_modules_layer2_modules_2_modules_bn2_parameters_weight_ = l_self_modules_backbone_modules_layer2_modules_2_modules_bn2_parameters_bias_ = (None) + out_55 = torch.nn.functional.relu(out_54, inplace=True) + out_54 = None + out_56 = torch.conv2d( + out_55, + l_self_modules_backbone_modules_layer2_modules_2_modules_conv3_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + out_55 = l_self_modules_backbone_modules_layer2_modules_2_modules_conv3_parameters_weight_ = (None) + out_57 = torch.nn.functional.batch_norm( + out_56, + l_self_modules_backbone_modules_layer2_modules_2_modules_bn3_buffers_running_mean_, + l_self_modules_backbone_modules_layer2_modules_2_modules_bn3_buffers_running_var_, + l_self_modules_backbone_modules_layer2_modules_2_modules_bn3_parameters_weight_, + l_self_modules_backbone_modules_layer2_modules_2_modules_bn3_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_56 = l_self_modules_backbone_modules_layer2_modules_2_modules_bn3_buffers_running_mean_ = l_self_modules_backbone_modules_layer2_modules_2_modules_bn3_buffers_running_var_ = l_self_modules_backbone_modules_layer2_modules_2_modules_bn3_parameters_weight_ = l_self_modules_backbone_modules_layer2_modules_2_modules_bn3_parameters_bias_ = (None) + out_57 += out_49 + out_58 = out_57 + out_57 = out_49 = None + out_59 = torch.nn.functional.relu(out_58, inplace=True) + out_58 = None + out_60 = torch.conv2d( + out_59, + l_self_modules_backbone_modules_layer2_modules_3_modules_conv1_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_backbone_modules_layer2_modules_3_modules_conv1_parameters_weight_ = ( + None + ) + out_61 = torch.nn.functional.batch_norm( + out_60, + l_self_modules_backbone_modules_layer2_modules_3_modules_bn1_buffers_running_mean_, + l_self_modules_backbone_modules_layer2_modules_3_modules_bn1_buffers_running_var_, + l_self_modules_backbone_modules_layer2_modules_3_modules_bn1_parameters_weight_, + l_self_modules_backbone_modules_layer2_modules_3_modules_bn1_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_60 = l_self_modules_backbone_modules_layer2_modules_3_modules_bn1_buffers_running_mean_ = l_self_modules_backbone_modules_layer2_modules_3_modules_bn1_buffers_running_var_ = l_self_modules_backbone_modules_layer2_modules_3_modules_bn1_parameters_weight_ = l_self_modules_backbone_modules_layer2_modules_3_modules_bn1_parameters_bias_ = (None) + out_62 = torch.nn.functional.relu(out_61, inplace=True) + out_61 = None + out_63 = torch.conv2d( + out_62, + l_self_modules_backbone_modules_layer2_modules_3_modules_conv2_parameters_weight_, + None, + (1, 1), + (1, 1), + (1, 1), + 1, + ) + out_62 = l_self_modules_backbone_modules_layer2_modules_3_modules_conv2_parameters_weight_ = (None) + out_64 = torch.nn.functional.batch_norm( + out_63, + l_self_modules_backbone_modules_layer2_modules_3_modules_bn2_buffers_running_mean_, + l_self_modules_backbone_modules_layer2_modules_3_modules_bn2_buffers_running_var_, + l_self_modules_backbone_modules_layer2_modules_3_modules_bn2_parameters_weight_, + l_self_modules_backbone_modules_layer2_modules_3_modules_bn2_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_63 = l_self_modules_backbone_modules_layer2_modules_3_modules_bn2_buffers_running_mean_ = l_self_modules_backbone_modules_layer2_modules_3_modules_bn2_buffers_running_var_ = l_self_modules_backbone_modules_layer2_modules_3_modules_bn2_parameters_weight_ = l_self_modules_backbone_modules_layer2_modules_3_modules_bn2_parameters_bias_ = (None) + out_65 = torch.nn.functional.relu(out_64, inplace=True) + out_64 = None + out_66 = torch.conv2d( + out_65, + l_self_modules_backbone_modules_layer2_modules_3_modules_conv3_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + out_65 = l_self_modules_backbone_modules_layer2_modules_3_modules_conv3_parameters_weight_ = (None) + out_67 = torch.nn.functional.batch_norm( + out_66, + l_self_modules_backbone_modules_layer2_modules_3_modules_bn3_buffers_running_mean_, + l_self_modules_backbone_modules_layer2_modules_3_modules_bn3_buffers_running_var_, + l_self_modules_backbone_modules_layer2_modules_3_modules_bn3_parameters_weight_, + l_self_modules_backbone_modules_layer2_modules_3_modules_bn3_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_66 = l_self_modules_backbone_modules_layer2_modules_3_modules_bn3_buffers_running_mean_ = l_self_modules_backbone_modules_layer2_modules_3_modules_bn3_buffers_running_var_ = l_self_modules_backbone_modules_layer2_modules_3_modules_bn3_parameters_weight_ = l_self_modules_backbone_modules_layer2_modules_3_modules_bn3_parameters_bias_ = (None) + out_67 += out_59 + out_68 = out_67 + out_67 = out_59 = None + out_69 = torch.nn.functional.relu(out_68, inplace=True) + out_68 = None + out_70 = torch.conv2d( + out_69, + l_self_modules_backbone_modules_layer3_modules_0_modules_conv1_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_backbone_modules_layer3_modules_0_modules_conv1_parameters_weight_ = ( + None + ) + out_71 = torch.nn.functional.batch_norm( + out_70, + l_self_modules_backbone_modules_layer3_modules_0_modules_bn1_buffers_running_mean_, + l_self_modules_backbone_modules_layer3_modules_0_modules_bn1_buffers_running_var_, + l_self_modules_backbone_modules_layer3_modules_0_modules_bn1_parameters_weight_, + l_self_modules_backbone_modules_layer3_modules_0_modules_bn1_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_70 = l_self_modules_backbone_modules_layer3_modules_0_modules_bn1_buffers_running_mean_ = l_self_modules_backbone_modules_layer3_modules_0_modules_bn1_buffers_running_var_ = l_self_modules_backbone_modules_layer3_modules_0_modules_bn1_parameters_weight_ = l_self_modules_backbone_modules_layer3_modules_0_modules_bn1_parameters_bias_ = (None) + out_72 = torch.nn.functional.relu(out_71, inplace=True) + out_71 = None + out_73 = torch.conv2d( + out_72, + l_self_modules_backbone_modules_layer3_modules_0_modules_conv2_parameters_weight_, + None, + (1, 1), + (1, 1), + (1, 1), + 1, + ) + out_72 = l_self_modules_backbone_modules_layer3_modules_0_modules_conv2_parameters_weight_ = (None) + out_74 = torch.nn.functional.batch_norm( + out_73, + l_self_modules_backbone_modules_layer3_modules_0_modules_bn2_buffers_running_mean_, + l_self_modules_backbone_modules_layer3_modules_0_modules_bn2_buffers_running_var_, + l_self_modules_backbone_modules_layer3_modules_0_modules_bn2_parameters_weight_, + l_self_modules_backbone_modules_layer3_modules_0_modules_bn2_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_73 = l_self_modules_backbone_modules_layer3_modules_0_modules_bn2_buffers_running_mean_ = l_self_modules_backbone_modules_layer3_modules_0_modules_bn2_buffers_running_var_ = l_self_modules_backbone_modules_layer3_modules_0_modules_bn2_parameters_weight_ = l_self_modules_backbone_modules_layer3_modules_0_modules_bn2_parameters_bias_ = (None) + out_75 = torch.nn.functional.relu(out_74, inplace=True) + out_74 = None + out_76 = torch.conv2d( + out_75, + l_self_modules_backbone_modules_layer3_modules_0_modules_conv3_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + out_75 = l_self_modules_backbone_modules_layer3_modules_0_modules_conv3_parameters_weight_ = (None) + out_77 = torch.nn.functional.batch_norm( + out_76, + l_self_modules_backbone_modules_layer3_modules_0_modules_bn3_buffers_running_mean_, + l_self_modules_backbone_modules_layer3_modules_0_modules_bn3_buffers_running_var_, + l_self_modules_backbone_modules_layer3_modules_0_modules_bn3_parameters_weight_, + l_self_modules_backbone_modules_layer3_modules_0_modules_bn3_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_76 = l_self_modules_backbone_modules_layer3_modules_0_modules_bn3_buffers_running_mean_ = l_self_modules_backbone_modules_layer3_modules_0_modules_bn3_buffers_running_var_ = l_self_modules_backbone_modules_layer3_modules_0_modules_bn3_parameters_weight_ = l_self_modules_backbone_modules_layer3_modules_0_modules_bn3_parameters_bias_ = (None) + input_5 = torch.conv2d( + out_69, + l_self_modules_backbone_modules_layer3_modules_0_modules_downsample_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + out_69 = l_self_modules_backbone_modules_layer3_modules_0_modules_downsample_modules_0_parameters_weight_ = (None) + input_6 = torch.nn.functional.batch_norm( + input_5, + l_self_modules_backbone_modules_layer3_modules_0_modules_downsample_modules_1_buffers_running_mean_, + l_self_modules_backbone_modules_layer3_modules_0_modules_downsample_modules_1_buffers_running_var_, + l_self_modules_backbone_modules_layer3_modules_0_modules_downsample_modules_1_parameters_weight_, + l_self_modules_backbone_modules_layer3_modules_0_modules_downsample_modules_1_parameters_bias_, + False, + 0.1, + 1e-05, + ) + input_5 = l_self_modules_backbone_modules_layer3_modules_0_modules_downsample_modules_1_buffers_running_mean_ = l_self_modules_backbone_modules_layer3_modules_0_modules_downsample_modules_1_buffers_running_var_ = l_self_modules_backbone_modules_layer3_modules_0_modules_downsample_modules_1_parameters_weight_ = l_self_modules_backbone_modules_layer3_modules_0_modules_downsample_modules_1_parameters_bias_ = (None) + out_77 += input_6 + out_78 = out_77 + out_77 = input_6 = None + out_79 = torch.nn.functional.relu(out_78, inplace=True) + out_78 = None + out_80 = torch.conv2d( + out_79, + l_self_modules_backbone_modules_layer3_modules_1_modules_conv1_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_backbone_modules_layer3_modules_1_modules_conv1_parameters_weight_ = ( + None + ) + out_81 = torch.nn.functional.batch_norm( + out_80, + l_self_modules_backbone_modules_layer3_modules_1_modules_bn1_buffers_running_mean_, + l_self_modules_backbone_modules_layer3_modules_1_modules_bn1_buffers_running_var_, + l_self_modules_backbone_modules_layer3_modules_1_modules_bn1_parameters_weight_, + l_self_modules_backbone_modules_layer3_modules_1_modules_bn1_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_80 = l_self_modules_backbone_modules_layer3_modules_1_modules_bn1_buffers_running_mean_ = l_self_modules_backbone_modules_layer3_modules_1_modules_bn1_buffers_running_var_ = l_self_modules_backbone_modules_layer3_modules_1_modules_bn1_parameters_weight_ = l_self_modules_backbone_modules_layer3_modules_1_modules_bn1_parameters_bias_ = (None) + out_82 = torch.nn.functional.relu(out_81, inplace=True) + out_81 = None + out_83 = torch.conv2d( + out_82, + l_self_modules_backbone_modules_layer3_modules_1_modules_conv2_parameters_weight_, + None, + (1, 1), + (2, 2), + (2, 2), + 1, + ) + out_82 = l_self_modules_backbone_modules_layer3_modules_1_modules_conv2_parameters_weight_ = (None) + out_84 = torch.nn.functional.batch_norm( + out_83, + l_self_modules_backbone_modules_layer3_modules_1_modules_bn2_buffers_running_mean_, + l_self_modules_backbone_modules_layer3_modules_1_modules_bn2_buffers_running_var_, + l_self_modules_backbone_modules_layer3_modules_1_modules_bn2_parameters_weight_, + l_self_modules_backbone_modules_layer3_modules_1_modules_bn2_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_83 = l_self_modules_backbone_modules_layer3_modules_1_modules_bn2_buffers_running_mean_ = l_self_modules_backbone_modules_layer3_modules_1_modules_bn2_buffers_running_var_ = l_self_modules_backbone_modules_layer3_modules_1_modules_bn2_parameters_weight_ = l_self_modules_backbone_modules_layer3_modules_1_modules_bn2_parameters_bias_ = (None) + out_85 = torch.nn.functional.relu(out_84, inplace=True) + out_84 = None + out_86 = torch.conv2d( + out_85, + l_self_modules_backbone_modules_layer3_modules_1_modules_conv3_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + out_85 = l_self_modules_backbone_modules_layer3_modules_1_modules_conv3_parameters_weight_ = (None) + out_87 = torch.nn.functional.batch_norm( + out_86, + l_self_modules_backbone_modules_layer3_modules_1_modules_bn3_buffers_running_mean_, + l_self_modules_backbone_modules_layer3_modules_1_modules_bn3_buffers_running_var_, + l_self_modules_backbone_modules_layer3_modules_1_modules_bn3_parameters_weight_, + l_self_modules_backbone_modules_layer3_modules_1_modules_bn3_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_86 = l_self_modules_backbone_modules_layer3_modules_1_modules_bn3_buffers_running_mean_ = l_self_modules_backbone_modules_layer3_modules_1_modules_bn3_buffers_running_var_ = l_self_modules_backbone_modules_layer3_modules_1_modules_bn3_parameters_weight_ = l_self_modules_backbone_modules_layer3_modules_1_modules_bn3_parameters_bias_ = (None) + out_87 += out_79 + out_88 = out_87 + out_87 = out_79 = None + out_89 = torch.nn.functional.relu(out_88, inplace=True) + out_88 = None + out_90 = torch.conv2d( + out_89, + l_self_modules_backbone_modules_layer3_modules_2_modules_conv1_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_backbone_modules_layer3_modules_2_modules_conv1_parameters_weight_ = ( + None + ) + out_91 = torch.nn.functional.batch_norm( + out_90, + l_self_modules_backbone_modules_layer3_modules_2_modules_bn1_buffers_running_mean_, + l_self_modules_backbone_modules_layer3_modules_2_modules_bn1_buffers_running_var_, + l_self_modules_backbone_modules_layer3_modules_2_modules_bn1_parameters_weight_, + l_self_modules_backbone_modules_layer3_modules_2_modules_bn1_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_90 = l_self_modules_backbone_modules_layer3_modules_2_modules_bn1_buffers_running_mean_ = l_self_modules_backbone_modules_layer3_modules_2_modules_bn1_buffers_running_var_ = l_self_modules_backbone_modules_layer3_modules_2_modules_bn1_parameters_weight_ = l_self_modules_backbone_modules_layer3_modules_2_modules_bn1_parameters_bias_ = (None) + out_92 = torch.nn.functional.relu(out_91, inplace=True) + out_91 = None + out_93 = torch.conv2d( + out_92, + l_self_modules_backbone_modules_layer3_modules_2_modules_conv2_parameters_weight_, + None, + (1, 1), + (2, 2), + (2, 2), + 1, + ) + out_92 = l_self_modules_backbone_modules_layer3_modules_2_modules_conv2_parameters_weight_ = (None) + out_94 = torch.nn.functional.batch_norm( + out_93, + l_self_modules_backbone_modules_layer3_modules_2_modules_bn2_buffers_running_mean_, + l_self_modules_backbone_modules_layer3_modules_2_modules_bn2_buffers_running_var_, + l_self_modules_backbone_modules_layer3_modules_2_modules_bn2_parameters_weight_, + l_self_modules_backbone_modules_layer3_modules_2_modules_bn2_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_93 = l_self_modules_backbone_modules_layer3_modules_2_modules_bn2_buffers_running_mean_ = l_self_modules_backbone_modules_layer3_modules_2_modules_bn2_buffers_running_var_ = l_self_modules_backbone_modules_layer3_modules_2_modules_bn2_parameters_weight_ = l_self_modules_backbone_modules_layer3_modules_2_modules_bn2_parameters_bias_ = (None) + out_95 = torch.nn.functional.relu(out_94, inplace=True) + out_94 = None + out_96 = torch.conv2d( + out_95, + l_self_modules_backbone_modules_layer3_modules_2_modules_conv3_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + out_95 = l_self_modules_backbone_modules_layer3_modules_2_modules_conv3_parameters_weight_ = (None) + out_97 = torch.nn.functional.batch_norm( + out_96, + l_self_modules_backbone_modules_layer3_modules_2_modules_bn3_buffers_running_mean_, + l_self_modules_backbone_modules_layer3_modules_2_modules_bn3_buffers_running_var_, + l_self_modules_backbone_modules_layer3_modules_2_modules_bn3_parameters_weight_, + l_self_modules_backbone_modules_layer3_modules_2_modules_bn3_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_96 = l_self_modules_backbone_modules_layer3_modules_2_modules_bn3_buffers_running_mean_ = l_self_modules_backbone_modules_layer3_modules_2_modules_bn3_buffers_running_var_ = l_self_modules_backbone_modules_layer3_modules_2_modules_bn3_parameters_weight_ = l_self_modules_backbone_modules_layer3_modules_2_modules_bn3_parameters_bias_ = (None) + out_97 += out_89 + out_98 = out_97 + out_97 = out_89 = None + out_99 = torch.nn.functional.relu(out_98, inplace=True) + out_98 = None + out_100 = torch.conv2d( + out_99, + l_self_modules_backbone_modules_layer3_modules_3_modules_conv1_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_backbone_modules_layer3_modules_3_modules_conv1_parameters_weight_ = ( + None + ) + out_101 = torch.nn.functional.batch_norm( + out_100, + l_self_modules_backbone_modules_layer3_modules_3_modules_bn1_buffers_running_mean_, + l_self_modules_backbone_modules_layer3_modules_3_modules_bn1_buffers_running_var_, + l_self_modules_backbone_modules_layer3_modules_3_modules_bn1_parameters_weight_, + l_self_modules_backbone_modules_layer3_modules_3_modules_bn1_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_100 = l_self_modules_backbone_modules_layer3_modules_3_modules_bn1_buffers_running_mean_ = l_self_modules_backbone_modules_layer3_modules_3_modules_bn1_buffers_running_var_ = l_self_modules_backbone_modules_layer3_modules_3_modules_bn1_parameters_weight_ = l_self_modules_backbone_modules_layer3_modules_3_modules_bn1_parameters_bias_ = (None) + out_102 = torch.nn.functional.relu(out_101, inplace=True) + out_101 = None + out_103 = torch.conv2d( + out_102, + l_self_modules_backbone_modules_layer3_modules_3_modules_conv2_parameters_weight_, + None, + (1, 1), + (2, 2), + (2, 2), + 1, + ) + out_102 = l_self_modules_backbone_modules_layer3_modules_3_modules_conv2_parameters_weight_ = (None) + out_104 = torch.nn.functional.batch_norm( + out_103, + l_self_modules_backbone_modules_layer3_modules_3_modules_bn2_buffers_running_mean_, + l_self_modules_backbone_modules_layer3_modules_3_modules_bn2_buffers_running_var_, + l_self_modules_backbone_modules_layer3_modules_3_modules_bn2_parameters_weight_, + l_self_modules_backbone_modules_layer3_modules_3_modules_bn2_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_103 = l_self_modules_backbone_modules_layer3_modules_3_modules_bn2_buffers_running_mean_ = l_self_modules_backbone_modules_layer3_modules_3_modules_bn2_buffers_running_var_ = l_self_modules_backbone_modules_layer3_modules_3_modules_bn2_parameters_weight_ = l_self_modules_backbone_modules_layer3_modules_3_modules_bn2_parameters_bias_ = (None) + out_105 = torch.nn.functional.relu(out_104, inplace=True) + out_104 = None + out_106 = torch.conv2d( + out_105, + l_self_modules_backbone_modules_layer3_modules_3_modules_conv3_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + out_105 = l_self_modules_backbone_modules_layer3_modules_3_modules_conv3_parameters_weight_ = (None) + out_107 = torch.nn.functional.batch_norm( + out_106, + l_self_modules_backbone_modules_layer3_modules_3_modules_bn3_buffers_running_mean_, + l_self_modules_backbone_modules_layer3_modules_3_modules_bn3_buffers_running_var_, + l_self_modules_backbone_modules_layer3_modules_3_modules_bn3_parameters_weight_, + l_self_modules_backbone_modules_layer3_modules_3_modules_bn3_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_106 = l_self_modules_backbone_modules_layer3_modules_3_modules_bn3_buffers_running_mean_ = l_self_modules_backbone_modules_layer3_modules_3_modules_bn3_buffers_running_var_ = l_self_modules_backbone_modules_layer3_modules_3_modules_bn3_parameters_weight_ = l_self_modules_backbone_modules_layer3_modules_3_modules_bn3_parameters_bias_ = (None) + out_107 += out_99 + out_108 = out_107 + out_107 = out_99 = None + out_109 = torch.nn.functional.relu(out_108, inplace=True) + out_108 = None + out_110 = torch.conv2d( + out_109, + l_self_modules_backbone_modules_layer3_modules_4_modules_conv1_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_backbone_modules_layer3_modules_4_modules_conv1_parameters_weight_ = ( + None + ) + out_111 = torch.nn.functional.batch_norm( + out_110, + l_self_modules_backbone_modules_layer3_modules_4_modules_bn1_buffers_running_mean_, + l_self_modules_backbone_modules_layer3_modules_4_modules_bn1_buffers_running_var_, + l_self_modules_backbone_modules_layer3_modules_4_modules_bn1_parameters_weight_, + l_self_modules_backbone_modules_layer3_modules_4_modules_bn1_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_110 = l_self_modules_backbone_modules_layer3_modules_4_modules_bn1_buffers_running_mean_ = l_self_modules_backbone_modules_layer3_modules_4_modules_bn1_buffers_running_var_ = l_self_modules_backbone_modules_layer3_modules_4_modules_bn1_parameters_weight_ = l_self_modules_backbone_modules_layer3_modules_4_modules_bn1_parameters_bias_ = (None) + out_112 = torch.nn.functional.relu(out_111, inplace=True) + out_111 = None + out_113 = torch.conv2d( + out_112, + l_self_modules_backbone_modules_layer3_modules_4_modules_conv2_parameters_weight_, + None, + (1, 1), + (2, 2), + (2, 2), + 1, + ) + out_112 = l_self_modules_backbone_modules_layer3_modules_4_modules_conv2_parameters_weight_ = (None) + out_114 = torch.nn.functional.batch_norm( + out_113, + l_self_modules_backbone_modules_layer3_modules_4_modules_bn2_buffers_running_mean_, + l_self_modules_backbone_modules_layer3_modules_4_modules_bn2_buffers_running_var_, + l_self_modules_backbone_modules_layer3_modules_4_modules_bn2_parameters_weight_, + l_self_modules_backbone_modules_layer3_modules_4_modules_bn2_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_113 = l_self_modules_backbone_modules_layer3_modules_4_modules_bn2_buffers_running_mean_ = l_self_modules_backbone_modules_layer3_modules_4_modules_bn2_buffers_running_var_ = l_self_modules_backbone_modules_layer3_modules_4_modules_bn2_parameters_weight_ = l_self_modules_backbone_modules_layer3_modules_4_modules_bn2_parameters_bias_ = (None) + out_115 = torch.nn.functional.relu(out_114, inplace=True) + out_114 = None + out_116 = torch.conv2d( + out_115, + l_self_modules_backbone_modules_layer3_modules_4_modules_conv3_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + out_115 = l_self_modules_backbone_modules_layer3_modules_4_modules_conv3_parameters_weight_ = (None) + out_117 = torch.nn.functional.batch_norm( + out_116, + l_self_modules_backbone_modules_layer3_modules_4_modules_bn3_buffers_running_mean_, + l_self_modules_backbone_modules_layer3_modules_4_modules_bn3_buffers_running_var_, + l_self_modules_backbone_modules_layer3_modules_4_modules_bn3_parameters_weight_, + l_self_modules_backbone_modules_layer3_modules_4_modules_bn3_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_116 = l_self_modules_backbone_modules_layer3_modules_4_modules_bn3_buffers_running_mean_ = l_self_modules_backbone_modules_layer3_modules_4_modules_bn3_buffers_running_var_ = l_self_modules_backbone_modules_layer3_modules_4_modules_bn3_parameters_weight_ = l_self_modules_backbone_modules_layer3_modules_4_modules_bn3_parameters_bias_ = (None) + out_117 += out_109 + out_118 = out_117 + out_117 = out_109 = None + out_119 = torch.nn.functional.relu(out_118, inplace=True) + out_118 = None + out_120 = torch.conv2d( + out_119, + l_self_modules_backbone_modules_layer3_modules_5_modules_conv1_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_backbone_modules_layer3_modules_5_modules_conv1_parameters_weight_ = ( + None + ) + out_121 = torch.nn.functional.batch_norm( + out_120, + l_self_modules_backbone_modules_layer3_modules_5_modules_bn1_buffers_running_mean_, + l_self_modules_backbone_modules_layer3_modules_5_modules_bn1_buffers_running_var_, + l_self_modules_backbone_modules_layer3_modules_5_modules_bn1_parameters_weight_, + l_self_modules_backbone_modules_layer3_modules_5_modules_bn1_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_120 = l_self_modules_backbone_modules_layer3_modules_5_modules_bn1_buffers_running_mean_ = l_self_modules_backbone_modules_layer3_modules_5_modules_bn1_buffers_running_var_ = l_self_modules_backbone_modules_layer3_modules_5_modules_bn1_parameters_weight_ = l_self_modules_backbone_modules_layer3_modules_5_modules_bn1_parameters_bias_ = (None) + out_122 = torch.nn.functional.relu(out_121, inplace=True) + out_121 = None + out_123 = torch.conv2d( + out_122, + l_self_modules_backbone_modules_layer3_modules_5_modules_conv2_parameters_weight_, + None, + (1, 1), + (2, 2), + (2, 2), + 1, + ) + out_122 = l_self_modules_backbone_modules_layer3_modules_5_modules_conv2_parameters_weight_ = (None) + out_124 = torch.nn.functional.batch_norm( + out_123, + l_self_modules_backbone_modules_layer3_modules_5_modules_bn2_buffers_running_mean_, + l_self_modules_backbone_modules_layer3_modules_5_modules_bn2_buffers_running_var_, + l_self_modules_backbone_modules_layer3_modules_5_modules_bn2_parameters_weight_, + l_self_modules_backbone_modules_layer3_modules_5_modules_bn2_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_123 = l_self_modules_backbone_modules_layer3_modules_5_modules_bn2_buffers_running_mean_ = l_self_modules_backbone_modules_layer3_modules_5_modules_bn2_buffers_running_var_ = l_self_modules_backbone_modules_layer3_modules_5_modules_bn2_parameters_weight_ = l_self_modules_backbone_modules_layer3_modules_5_modules_bn2_parameters_bias_ = (None) + out_125 = torch.nn.functional.relu(out_124, inplace=True) + out_124 = None + out_126 = torch.conv2d( + out_125, + l_self_modules_backbone_modules_layer3_modules_5_modules_conv3_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + out_125 = l_self_modules_backbone_modules_layer3_modules_5_modules_conv3_parameters_weight_ = (None) + out_127 = torch.nn.functional.batch_norm( + out_126, + l_self_modules_backbone_modules_layer3_modules_5_modules_bn3_buffers_running_mean_, + l_self_modules_backbone_modules_layer3_modules_5_modules_bn3_buffers_running_var_, + l_self_modules_backbone_modules_layer3_modules_5_modules_bn3_parameters_weight_, + l_self_modules_backbone_modules_layer3_modules_5_modules_bn3_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_126 = l_self_modules_backbone_modules_layer3_modules_5_modules_bn3_buffers_running_mean_ = l_self_modules_backbone_modules_layer3_modules_5_modules_bn3_buffers_running_var_ = l_self_modules_backbone_modules_layer3_modules_5_modules_bn3_parameters_weight_ = l_self_modules_backbone_modules_layer3_modules_5_modules_bn3_parameters_bias_ = (None) + out_127 += out_119 + out_128 = out_127 + out_127 = out_119 = None + out_129 = torch.nn.functional.relu(out_128, inplace=True) + out_128 = None + out_130 = torch.conv2d( + out_129, + l_self_modules_backbone_modules_layer3_modules_6_modules_conv1_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_backbone_modules_layer3_modules_6_modules_conv1_parameters_weight_ = ( + None + ) + out_131 = torch.nn.functional.batch_norm( + out_130, + l_self_modules_backbone_modules_layer3_modules_6_modules_bn1_buffers_running_mean_, + l_self_modules_backbone_modules_layer3_modules_6_modules_bn1_buffers_running_var_, + l_self_modules_backbone_modules_layer3_modules_6_modules_bn1_parameters_weight_, + l_self_modules_backbone_modules_layer3_modules_6_modules_bn1_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_130 = l_self_modules_backbone_modules_layer3_modules_6_modules_bn1_buffers_running_mean_ = l_self_modules_backbone_modules_layer3_modules_6_modules_bn1_buffers_running_var_ = l_self_modules_backbone_modules_layer3_modules_6_modules_bn1_parameters_weight_ = l_self_modules_backbone_modules_layer3_modules_6_modules_bn1_parameters_bias_ = (None) + out_132 = torch.nn.functional.relu(out_131, inplace=True) + out_131 = None + out_133 = torch.conv2d( + out_132, + l_self_modules_backbone_modules_layer3_modules_6_modules_conv2_parameters_weight_, + None, + (1, 1), + (2, 2), + (2, 2), + 1, + ) + out_132 = l_self_modules_backbone_modules_layer3_modules_6_modules_conv2_parameters_weight_ = (None) + out_134 = torch.nn.functional.batch_norm( + out_133, + l_self_modules_backbone_modules_layer3_modules_6_modules_bn2_buffers_running_mean_, + l_self_modules_backbone_modules_layer3_modules_6_modules_bn2_buffers_running_var_, + l_self_modules_backbone_modules_layer3_modules_6_modules_bn2_parameters_weight_, + l_self_modules_backbone_modules_layer3_modules_6_modules_bn2_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_133 = l_self_modules_backbone_modules_layer3_modules_6_modules_bn2_buffers_running_mean_ = l_self_modules_backbone_modules_layer3_modules_6_modules_bn2_buffers_running_var_ = l_self_modules_backbone_modules_layer3_modules_6_modules_bn2_parameters_weight_ = l_self_modules_backbone_modules_layer3_modules_6_modules_bn2_parameters_bias_ = (None) + out_135 = torch.nn.functional.relu(out_134, inplace=True) + out_134 = None + out_136 = torch.conv2d( + out_135, + l_self_modules_backbone_modules_layer3_modules_6_modules_conv3_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + out_135 = l_self_modules_backbone_modules_layer3_modules_6_modules_conv3_parameters_weight_ = (None) + out_137 = torch.nn.functional.batch_norm( + out_136, + l_self_modules_backbone_modules_layer3_modules_6_modules_bn3_buffers_running_mean_, + l_self_modules_backbone_modules_layer3_modules_6_modules_bn3_buffers_running_var_, + l_self_modules_backbone_modules_layer3_modules_6_modules_bn3_parameters_weight_, + l_self_modules_backbone_modules_layer3_modules_6_modules_bn3_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_136 = l_self_modules_backbone_modules_layer3_modules_6_modules_bn3_buffers_running_mean_ = l_self_modules_backbone_modules_layer3_modules_6_modules_bn3_buffers_running_var_ = l_self_modules_backbone_modules_layer3_modules_6_modules_bn3_parameters_weight_ = l_self_modules_backbone_modules_layer3_modules_6_modules_bn3_parameters_bias_ = (None) + out_137 += out_129 + out_138 = out_137 + out_137 = out_129 = None + out_139 = torch.nn.functional.relu(out_138, inplace=True) + out_138 = None + out_140 = torch.conv2d( + out_139, + l_self_modules_backbone_modules_layer3_modules_7_modules_conv1_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_backbone_modules_layer3_modules_7_modules_conv1_parameters_weight_ = ( + None + ) + out_141 = torch.nn.functional.batch_norm( + out_140, + l_self_modules_backbone_modules_layer3_modules_7_modules_bn1_buffers_running_mean_, + l_self_modules_backbone_modules_layer3_modules_7_modules_bn1_buffers_running_var_, + l_self_modules_backbone_modules_layer3_modules_7_modules_bn1_parameters_weight_, + l_self_modules_backbone_modules_layer3_modules_7_modules_bn1_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_140 = l_self_modules_backbone_modules_layer3_modules_7_modules_bn1_buffers_running_mean_ = l_self_modules_backbone_modules_layer3_modules_7_modules_bn1_buffers_running_var_ = l_self_modules_backbone_modules_layer3_modules_7_modules_bn1_parameters_weight_ = l_self_modules_backbone_modules_layer3_modules_7_modules_bn1_parameters_bias_ = (None) + out_142 = torch.nn.functional.relu(out_141, inplace=True) + out_141 = None + out_143 = torch.conv2d( + out_142, + l_self_modules_backbone_modules_layer3_modules_7_modules_conv2_parameters_weight_, + None, + (1, 1), + (2, 2), + (2, 2), + 1, + ) + out_142 = l_self_modules_backbone_modules_layer3_modules_7_modules_conv2_parameters_weight_ = (None) + out_144 = torch.nn.functional.batch_norm( + out_143, + l_self_modules_backbone_modules_layer3_modules_7_modules_bn2_buffers_running_mean_, + l_self_modules_backbone_modules_layer3_modules_7_modules_bn2_buffers_running_var_, + l_self_modules_backbone_modules_layer3_modules_7_modules_bn2_parameters_weight_, + l_self_modules_backbone_modules_layer3_modules_7_modules_bn2_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_143 = l_self_modules_backbone_modules_layer3_modules_7_modules_bn2_buffers_running_mean_ = l_self_modules_backbone_modules_layer3_modules_7_modules_bn2_buffers_running_var_ = l_self_modules_backbone_modules_layer3_modules_7_modules_bn2_parameters_weight_ = l_self_modules_backbone_modules_layer3_modules_7_modules_bn2_parameters_bias_ = (None) + out_145 = torch.nn.functional.relu(out_144, inplace=True) + out_144 = None + out_146 = torch.conv2d( + out_145, + l_self_modules_backbone_modules_layer3_modules_7_modules_conv3_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + out_145 = l_self_modules_backbone_modules_layer3_modules_7_modules_conv3_parameters_weight_ = (None) + out_147 = torch.nn.functional.batch_norm( + out_146, + l_self_modules_backbone_modules_layer3_modules_7_modules_bn3_buffers_running_mean_, + l_self_modules_backbone_modules_layer3_modules_7_modules_bn3_buffers_running_var_, + l_self_modules_backbone_modules_layer3_modules_7_modules_bn3_parameters_weight_, + l_self_modules_backbone_modules_layer3_modules_7_modules_bn3_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_146 = l_self_modules_backbone_modules_layer3_modules_7_modules_bn3_buffers_running_mean_ = l_self_modules_backbone_modules_layer3_modules_7_modules_bn3_buffers_running_var_ = l_self_modules_backbone_modules_layer3_modules_7_modules_bn3_parameters_weight_ = l_self_modules_backbone_modules_layer3_modules_7_modules_bn3_parameters_bias_ = (None) + out_147 += out_139 + out_148 = out_147 + out_147 = out_139 = None + out_149 = torch.nn.functional.relu(out_148, inplace=True) + out_148 = None + out_150 = torch.conv2d( + out_149, + l_self_modules_backbone_modules_layer3_modules_8_modules_conv1_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_backbone_modules_layer3_modules_8_modules_conv1_parameters_weight_ = ( + None + ) + out_151 = torch.nn.functional.batch_norm( + out_150, + l_self_modules_backbone_modules_layer3_modules_8_modules_bn1_buffers_running_mean_, + l_self_modules_backbone_modules_layer3_modules_8_modules_bn1_buffers_running_var_, + l_self_modules_backbone_modules_layer3_modules_8_modules_bn1_parameters_weight_, + l_self_modules_backbone_modules_layer3_modules_8_modules_bn1_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_150 = l_self_modules_backbone_modules_layer3_modules_8_modules_bn1_buffers_running_mean_ = l_self_modules_backbone_modules_layer3_modules_8_modules_bn1_buffers_running_var_ = l_self_modules_backbone_modules_layer3_modules_8_modules_bn1_parameters_weight_ = l_self_modules_backbone_modules_layer3_modules_8_modules_bn1_parameters_bias_ = (None) + out_152 = torch.nn.functional.relu(out_151, inplace=True) + out_151 = None + out_153 = torch.conv2d( + out_152, + l_self_modules_backbone_modules_layer3_modules_8_modules_conv2_parameters_weight_, + None, + (1, 1), + (2, 2), + (2, 2), + 1, + ) + out_152 = l_self_modules_backbone_modules_layer3_modules_8_modules_conv2_parameters_weight_ = (None) + out_154 = torch.nn.functional.batch_norm( + out_153, + l_self_modules_backbone_modules_layer3_modules_8_modules_bn2_buffers_running_mean_, + l_self_modules_backbone_modules_layer3_modules_8_modules_bn2_buffers_running_var_, + l_self_modules_backbone_modules_layer3_modules_8_modules_bn2_parameters_weight_, + l_self_modules_backbone_modules_layer3_modules_8_modules_bn2_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_153 = l_self_modules_backbone_modules_layer3_modules_8_modules_bn2_buffers_running_mean_ = l_self_modules_backbone_modules_layer3_modules_8_modules_bn2_buffers_running_var_ = l_self_modules_backbone_modules_layer3_modules_8_modules_bn2_parameters_weight_ = l_self_modules_backbone_modules_layer3_modules_8_modules_bn2_parameters_bias_ = (None) + out_155 = torch.nn.functional.relu(out_154, inplace=True) + out_154 = None + out_156 = torch.conv2d( + out_155, + l_self_modules_backbone_modules_layer3_modules_8_modules_conv3_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + out_155 = l_self_modules_backbone_modules_layer3_modules_8_modules_conv3_parameters_weight_ = (None) + out_157 = torch.nn.functional.batch_norm( + out_156, + l_self_modules_backbone_modules_layer3_modules_8_modules_bn3_buffers_running_mean_, + l_self_modules_backbone_modules_layer3_modules_8_modules_bn3_buffers_running_var_, + l_self_modules_backbone_modules_layer3_modules_8_modules_bn3_parameters_weight_, + l_self_modules_backbone_modules_layer3_modules_8_modules_bn3_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_156 = l_self_modules_backbone_modules_layer3_modules_8_modules_bn3_buffers_running_mean_ = l_self_modules_backbone_modules_layer3_modules_8_modules_bn3_buffers_running_var_ = l_self_modules_backbone_modules_layer3_modules_8_modules_bn3_parameters_weight_ = l_self_modules_backbone_modules_layer3_modules_8_modules_bn3_parameters_bias_ = (None) + out_157 += out_149 + out_158 = out_157 + out_157 = out_149 = None + out_159 = torch.nn.functional.relu(out_158, inplace=True) + out_158 = None + out_160 = torch.conv2d( + out_159, + l_self_modules_backbone_modules_layer3_modules_9_modules_conv1_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_backbone_modules_layer3_modules_9_modules_conv1_parameters_weight_ = ( + None + ) + out_161 = torch.nn.functional.batch_norm( + out_160, + l_self_modules_backbone_modules_layer3_modules_9_modules_bn1_buffers_running_mean_, + l_self_modules_backbone_modules_layer3_modules_9_modules_bn1_buffers_running_var_, + l_self_modules_backbone_modules_layer3_modules_9_modules_bn1_parameters_weight_, + l_self_modules_backbone_modules_layer3_modules_9_modules_bn1_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_160 = l_self_modules_backbone_modules_layer3_modules_9_modules_bn1_buffers_running_mean_ = l_self_modules_backbone_modules_layer3_modules_9_modules_bn1_buffers_running_var_ = l_self_modules_backbone_modules_layer3_modules_9_modules_bn1_parameters_weight_ = l_self_modules_backbone_modules_layer3_modules_9_modules_bn1_parameters_bias_ = (None) + out_162 = torch.nn.functional.relu(out_161, inplace=True) + out_161 = None + out_163 = torch.conv2d( + out_162, + l_self_modules_backbone_modules_layer3_modules_9_modules_conv2_parameters_weight_, + None, + (1, 1), + (2, 2), + (2, 2), + 1, + ) + out_162 = l_self_modules_backbone_modules_layer3_modules_9_modules_conv2_parameters_weight_ = (None) + out_164 = torch.nn.functional.batch_norm( + out_163, + l_self_modules_backbone_modules_layer3_modules_9_modules_bn2_buffers_running_mean_, + l_self_modules_backbone_modules_layer3_modules_9_modules_bn2_buffers_running_var_, + l_self_modules_backbone_modules_layer3_modules_9_modules_bn2_parameters_weight_, + l_self_modules_backbone_modules_layer3_modules_9_modules_bn2_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_163 = l_self_modules_backbone_modules_layer3_modules_9_modules_bn2_buffers_running_mean_ = l_self_modules_backbone_modules_layer3_modules_9_modules_bn2_buffers_running_var_ = l_self_modules_backbone_modules_layer3_modules_9_modules_bn2_parameters_weight_ = l_self_modules_backbone_modules_layer3_modules_9_modules_bn2_parameters_bias_ = (None) + out_165 = torch.nn.functional.relu(out_164, inplace=True) + out_164 = None + out_166 = torch.conv2d( + out_165, + l_self_modules_backbone_modules_layer3_modules_9_modules_conv3_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + out_165 = l_self_modules_backbone_modules_layer3_modules_9_modules_conv3_parameters_weight_ = (None) + out_167 = torch.nn.functional.batch_norm( + out_166, + l_self_modules_backbone_modules_layer3_modules_9_modules_bn3_buffers_running_mean_, + l_self_modules_backbone_modules_layer3_modules_9_modules_bn3_buffers_running_var_, + l_self_modules_backbone_modules_layer3_modules_9_modules_bn3_parameters_weight_, + l_self_modules_backbone_modules_layer3_modules_9_modules_bn3_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_166 = l_self_modules_backbone_modules_layer3_modules_9_modules_bn3_buffers_running_mean_ = l_self_modules_backbone_modules_layer3_modules_9_modules_bn3_buffers_running_var_ = l_self_modules_backbone_modules_layer3_modules_9_modules_bn3_parameters_weight_ = l_self_modules_backbone_modules_layer3_modules_9_modules_bn3_parameters_bias_ = (None) + out_167 += out_159 + out_168 = out_167 + out_167 = out_159 = None + out_169 = torch.nn.functional.relu(out_168, inplace=True) + out_168 = None + out_170 = torch.conv2d( + out_169, + l_self_modules_backbone_modules_layer3_modules_10_modules_conv1_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_backbone_modules_layer3_modules_10_modules_conv1_parameters_weight_ = ( + None + ) + out_171 = torch.nn.functional.batch_norm( + out_170, + l_self_modules_backbone_modules_layer3_modules_10_modules_bn1_buffers_running_mean_, + l_self_modules_backbone_modules_layer3_modules_10_modules_bn1_buffers_running_var_, + l_self_modules_backbone_modules_layer3_modules_10_modules_bn1_parameters_weight_, + l_self_modules_backbone_modules_layer3_modules_10_modules_bn1_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_170 = l_self_modules_backbone_modules_layer3_modules_10_modules_bn1_buffers_running_mean_ = l_self_modules_backbone_modules_layer3_modules_10_modules_bn1_buffers_running_var_ = l_self_modules_backbone_modules_layer3_modules_10_modules_bn1_parameters_weight_ = l_self_modules_backbone_modules_layer3_modules_10_modules_bn1_parameters_bias_ = (None) + out_172 = torch.nn.functional.relu(out_171, inplace=True) + out_171 = None + out_173 = torch.conv2d( + out_172, + l_self_modules_backbone_modules_layer3_modules_10_modules_conv2_parameters_weight_, + None, + (1, 1), + (2, 2), + (2, 2), + 1, + ) + out_172 = l_self_modules_backbone_modules_layer3_modules_10_modules_conv2_parameters_weight_ = (None) + out_174 = torch.nn.functional.batch_norm( + out_173, + l_self_modules_backbone_modules_layer3_modules_10_modules_bn2_buffers_running_mean_, + l_self_modules_backbone_modules_layer3_modules_10_modules_bn2_buffers_running_var_, + l_self_modules_backbone_modules_layer3_modules_10_modules_bn2_parameters_weight_, + l_self_modules_backbone_modules_layer3_modules_10_modules_bn2_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_173 = l_self_modules_backbone_modules_layer3_modules_10_modules_bn2_buffers_running_mean_ = l_self_modules_backbone_modules_layer3_modules_10_modules_bn2_buffers_running_var_ = l_self_modules_backbone_modules_layer3_modules_10_modules_bn2_parameters_weight_ = l_self_modules_backbone_modules_layer3_modules_10_modules_bn2_parameters_bias_ = (None) + out_175 = torch.nn.functional.relu(out_174, inplace=True) + out_174 = None + out_176 = torch.conv2d( + out_175, + l_self_modules_backbone_modules_layer3_modules_10_modules_conv3_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + out_175 = l_self_modules_backbone_modules_layer3_modules_10_modules_conv3_parameters_weight_ = (None) + out_177 = torch.nn.functional.batch_norm( + out_176, + l_self_modules_backbone_modules_layer3_modules_10_modules_bn3_buffers_running_mean_, + l_self_modules_backbone_modules_layer3_modules_10_modules_bn3_buffers_running_var_, + l_self_modules_backbone_modules_layer3_modules_10_modules_bn3_parameters_weight_, + l_self_modules_backbone_modules_layer3_modules_10_modules_bn3_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_176 = l_self_modules_backbone_modules_layer3_modules_10_modules_bn3_buffers_running_mean_ = l_self_modules_backbone_modules_layer3_modules_10_modules_bn3_buffers_running_var_ = l_self_modules_backbone_modules_layer3_modules_10_modules_bn3_parameters_weight_ = l_self_modules_backbone_modules_layer3_modules_10_modules_bn3_parameters_bias_ = (None) + out_177 += out_169 + out_178 = out_177 + out_177 = out_169 = None + out_179 = torch.nn.functional.relu(out_178, inplace=True) + out_178 = None + out_180 = torch.conv2d( + out_179, + l_self_modules_backbone_modules_layer3_modules_11_modules_conv1_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_backbone_modules_layer3_modules_11_modules_conv1_parameters_weight_ = ( + None + ) + out_181 = torch.nn.functional.batch_norm( + out_180, + l_self_modules_backbone_modules_layer3_modules_11_modules_bn1_buffers_running_mean_, + l_self_modules_backbone_modules_layer3_modules_11_modules_bn1_buffers_running_var_, + l_self_modules_backbone_modules_layer3_modules_11_modules_bn1_parameters_weight_, + l_self_modules_backbone_modules_layer3_modules_11_modules_bn1_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_180 = l_self_modules_backbone_modules_layer3_modules_11_modules_bn1_buffers_running_mean_ = l_self_modules_backbone_modules_layer3_modules_11_modules_bn1_buffers_running_var_ = l_self_modules_backbone_modules_layer3_modules_11_modules_bn1_parameters_weight_ = l_self_modules_backbone_modules_layer3_modules_11_modules_bn1_parameters_bias_ = (None) + out_182 = torch.nn.functional.relu(out_181, inplace=True) + out_181 = None + out_183 = torch.conv2d( + out_182, + l_self_modules_backbone_modules_layer3_modules_11_modules_conv2_parameters_weight_, + None, + (1, 1), + (2, 2), + (2, 2), + 1, + ) + out_182 = l_self_modules_backbone_modules_layer3_modules_11_modules_conv2_parameters_weight_ = (None) + out_184 = torch.nn.functional.batch_norm( + out_183, + l_self_modules_backbone_modules_layer3_modules_11_modules_bn2_buffers_running_mean_, + l_self_modules_backbone_modules_layer3_modules_11_modules_bn2_buffers_running_var_, + l_self_modules_backbone_modules_layer3_modules_11_modules_bn2_parameters_weight_, + l_self_modules_backbone_modules_layer3_modules_11_modules_bn2_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_183 = l_self_modules_backbone_modules_layer3_modules_11_modules_bn2_buffers_running_mean_ = l_self_modules_backbone_modules_layer3_modules_11_modules_bn2_buffers_running_var_ = l_self_modules_backbone_modules_layer3_modules_11_modules_bn2_parameters_weight_ = l_self_modules_backbone_modules_layer3_modules_11_modules_bn2_parameters_bias_ = (None) + out_185 = torch.nn.functional.relu(out_184, inplace=True) + out_184 = None + out_186 = torch.conv2d( + out_185, + l_self_modules_backbone_modules_layer3_modules_11_modules_conv3_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + out_185 = l_self_modules_backbone_modules_layer3_modules_11_modules_conv3_parameters_weight_ = (None) + out_187 = torch.nn.functional.batch_norm( + out_186, + l_self_modules_backbone_modules_layer3_modules_11_modules_bn3_buffers_running_mean_, + l_self_modules_backbone_modules_layer3_modules_11_modules_bn3_buffers_running_var_, + l_self_modules_backbone_modules_layer3_modules_11_modules_bn3_parameters_weight_, + l_self_modules_backbone_modules_layer3_modules_11_modules_bn3_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_186 = l_self_modules_backbone_modules_layer3_modules_11_modules_bn3_buffers_running_mean_ = l_self_modules_backbone_modules_layer3_modules_11_modules_bn3_buffers_running_var_ = l_self_modules_backbone_modules_layer3_modules_11_modules_bn3_parameters_weight_ = l_self_modules_backbone_modules_layer3_modules_11_modules_bn3_parameters_bias_ = (None) + out_187 += out_179 + out_188 = out_187 + out_187 = out_179 = None + out_189 = torch.nn.functional.relu(out_188, inplace=True) + out_188 = None + out_190 = torch.conv2d( + out_189, + l_self_modules_backbone_modules_layer3_modules_12_modules_conv1_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_backbone_modules_layer3_modules_12_modules_conv1_parameters_weight_ = ( + None + ) + out_191 = torch.nn.functional.batch_norm( + out_190, + l_self_modules_backbone_modules_layer3_modules_12_modules_bn1_buffers_running_mean_, + l_self_modules_backbone_modules_layer3_modules_12_modules_bn1_buffers_running_var_, + l_self_modules_backbone_modules_layer3_modules_12_modules_bn1_parameters_weight_, + l_self_modules_backbone_modules_layer3_modules_12_modules_bn1_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_190 = l_self_modules_backbone_modules_layer3_modules_12_modules_bn1_buffers_running_mean_ = l_self_modules_backbone_modules_layer3_modules_12_modules_bn1_buffers_running_var_ = l_self_modules_backbone_modules_layer3_modules_12_modules_bn1_parameters_weight_ = l_self_modules_backbone_modules_layer3_modules_12_modules_bn1_parameters_bias_ = (None) + out_192 = torch.nn.functional.relu(out_191, inplace=True) + out_191 = None + out_193 = torch.conv2d( + out_192, + l_self_modules_backbone_modules_layer3_modules_12_modules_conv2_parameters_weight_, + None, + (1, 1), + (2, 2), + (2, 2), + 1, + ) + out_192 = l_self_modules_backbone_modules_layer3_modules_12_modules_conv2_parameters_weight_ = (None) + out_194 = torch.nn.functional.batch_norm( + out_193, + l_self_modules_backbone_modules_layer3_modules_12_modules_bn2_buffers_running_mean_, + l_self_modules_backbone_modules_layer3_modules_12_modules_bn2_buffers_running_var_, + l_self_modules_backbone_modules_layer3_modules_12_modules_bn2_parameters_weight_, + l_self_modules_backbone_modules_layer3_modules_12_modules_bn2_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_193 = l_self_modules_backbone_modules_layer3_modules_12_modules_bn2_buffers_running_mean_ = l_self_modules_backbone_modules_layer3_modules_12_modules_bn2_buffers_running_var_ = l_self_modules_backbone_modules_layer3_modules_12_modules_bn2_parameters_weight_ = l_self_modules_backbone_modules_layer3_modules_12_modules_bn2_parameters_bias_ = (None) + out_195 = torch.nn.functional.relu(out_194, inplace=True) + out_194 = None + out_196 = torch.conv2d( + out_195, + l_self_modules_backbone_modules_layer3_modules_12_modules_conv3_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + out_195 = l_self_modules_backbone_modules_layer3_modules_12_modules_conv3_parameters_weight_ = (None) + out_197 = torch.nn.functional.batch_norm( + out_196, + l_self_modules_backbone_modules_layer3_modules_12_modules_bn3_buffers_running_mean_, + l_self_modules_backbone_modules_layer3_modules_12_modules_bn3_buffers_running_var_, + l_self_modules_backbone_modules_layer3_modules_12_modules_bn3_parameters_weight_, + l_self_modules_backbone_modules_layer3_modules_12_modules_bn3_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_196 = l_self_modules_backbone_modules_layer3_modules_12_modules_bn3_buffers_running_mean_ = l_self_modules_backbone_modules_layer3_modules_12_modules_bn3_buffers_running_var_ = l_self_modules_backbone_modules_layer3_modules_12_modules_bn3_parameters_weight_ = l_self_modules_backbone_modules_layer3_modules_12_modules_bn3_parameters_bias_ = (None) + out_197 += out_189 + out_198 = out_197 + out_197 = out_189 = None + out_199 = torch.nn.functional.relu(out_198, inplace=True) + out_198 = None + out_200 = torch.conv2d( + out_199, + l_self_modules_backbone_modules_layer3_modules_13_modules_conv1_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_backbone_modules_layer3_modules_13_modules_conv1_parameters_weight_ = ( + None + ) + out_201 = torch.nn.functional.batch_norm( + out_200, + l_self_modules_backbone_modules_layer3_modules_13_modules_bn1_buffers_running_mean_, + l_self_modules_backbone_modules_layer3_modules_13_modules_bn1_buffers_running_var_, + l_self_modules_backbone_modules_layer3_modules_13_modules_bn1_parameters_weight_, + l_self_modules_backbone_modules_layer3_modules_13_modules_bn1_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_200 = l_self_modules_backbone_modules_layer3_modules_13_modules_bn1_buffers_running_mean_ = l_self_modules_backbone_modules_layer3_modules_13_modules_bn1_buffers_running_var_ = l_self_modules_backbone_modules_layer3_modules_13_modules_bn1_parameters_weight_ = l_self_modules_backbone_modules_layer3_modules_13_modules_bn1_parameters_bias_ = (None) + out_202 = torch.nn.functional.relu(out_201, inplace=True) + out_201 = None + out_203 = torch.conv2d( + out_202, + l_self_modules_backbone_modules_layer3_modules_13_modules_conv2_parameters_weight_, + None, + (1, 1), + (2, 2), + (2, 2), + 1, + ) + out_202 = l_self_modules_backbone_modules_layer3_modules_13_modules_conv2_parameters_weight_ = (None) + out_204 = torch.nn.functional.batch_norm( + out_203, + l_self_modules_backbone_modules_layer3_modules_13_modules_bn2_buffers_running_mean_, + l_self_modules_backbone_modules_layer3_modules_13_modules_bn2_buffers_running_var_, + l_self_modules_backbone_modules_layer3_modules_13_modules_bn2_parameters_weight_, + l_self_modules_backbone_modules_layer3_modules_13_modules_bn2_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_203 = l_self_modules_backbone_modules_layer3_modules_13_modules_bn2_buffers_running_mean_ = l_self_modules_backbone_modules_layer3_modules_13_modules_bn2_buffers_running_var_ = l_self_modules_backbone_modules_layer3_modules_13_modules_bn2_parameters_weight_ = l_self_modules_backbone_modules_layer3_modules_13_modules_bn2_parameters_bias_ = (None) + out_205 = torch.nn.functional.relu(out_204, inplace=True) + out_204 = None + out_206 = torch.conv2d( + out_205, + l_self_modules_backbone_modules_layer3_modules_13_modules_conv3_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + out_205 = l_self_modules_backbone_modules_layer3_modules_13_modules_conv3_parameters_weight_ = (None) + out_207 = torch.nn.functional.batch_norm( + out_206, + l_self_modules_backbone_modules_layer3_modules_13_modules_bn3_buffers_running_mean_, + l_self_modules_backbone_modules_layer3_modules_13_modules_bn3_buffers_running_var_, + l_self_modules_backbone_modules_layer3_modules_13_modules_bn3_parameters_weight_, + l_self_modules_backbone_modules_layer3_modules_13_modules_bn3_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_206 = l_self_modules_backbone_modules_layer3_modules_13_modules_bn3_buffers_running_mean_ = l_self_modules_backbone_modules_layer3_modules_13_modules_bn3_buffers_running_var_ = l_self_modules_backbone_modules_layer3_modules_13_modules_bn3_parameters_weight_ = l_self_modules_backbone_modules_layer3_modules_13_modules_bn3_parameters_bias_ = (None) + out_207 += out_199 + out_208 = out_207 + out_207 = out_199 = None + out_209 = torch.nn.functional.relu(out_208, inplace=True) + out_208 = None + out_210 = torch.conv2d( + out_209, + l_self_modules_backbone_modules_layer3_modules_14_modules_conv1_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_backbone_modules_layer3_modules_14_modules_conv1_parameters_weight_ = ( + None + ) + out_211 = torch.nn.functional.batch_norm( + out_210, + l_self_modules_backbone_modules_layer3_modules_14_modules_bn1_buffers_running_mean_, + l_self_modules_backbone_modules_layer3_modules_14_modules_bn1_buffers_running_var_, + l_self_modules_backbone_modules_layer3_modules_14_modules_bn1_parameters_weight_, + l_self_modules_backbone_modules_layer3_modules_14_modules_bn1_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_210 = l_self_modules_backbone_modules_layer3_modules_14_modules_bn1_buffers_running_mean_ = l_self_modules_backbone_modules_layer3_modules_14_modules_bn1_buffers_running_var_ = l_self_modules_backbone_modules_layer3_modules_14_modules_bn1_parameters_weight_ = l_self_modules_backbone_modules_layer3_modules_14_modules_bn1_parameters_bias_ = (None) + out_212 = torch.nn.functional.relu(out_211, inplace=True) + out_211 = None + out_213 = torch.conv2d( + out_212, + l_self_modules_backbone_modules_layer3_modules_14_modules_conv2_parameters_weight_, + None, + (1, 1), + (2, 2), + (2, 2), + 1, + ) + out_212 = l_self_modules_backbone_modules_layer3_modules_14_modules_conv2_parameters_weight_ = (None) + out_214 = torch.nn.functional.batch_norm( + out_213, + l_self_modules_backbone_modules_layer3_modules_14_modules_bn2_buffers_running_mean_, + l_self_modules_backbone_modules_layer3_modules_14_modules_bn2_buffers_running_var_, + l_self_modules_backbone_modules_layer3_modules_14_modules_bn2_parameters_weight_, + l_self_modules_backbone_modules_layer3_modules_14_modules_bn2_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_213 = l_self_modules_backbone_modules_layer3_modules_14_modules_bn2_buffers_running_mean_ = l_self_modules_backbone_modules_layer3_modules_14_modules_bn2_buffers_running_var_ = l_self_modules_backbone_modules_layer3_modules_14_modules_bn2_parameters_weight_ = l_self_modules_backbone_modules_layer3_modules_14_modules_bn2_parameters_bias_ = (None) + out_215 = torch.nn.functional.relu(out_214, inplace=True) + out_214 = None + out_216 = torch.conv2d( + out_215, + l_self_modules_backbone_modules_layer3_modules_14_modules_conv3_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + out_215 = l_self_modules_backbone_modules_layer3_modules_14_modules_conv3_parameters_weight_ = (None) + out_217 = torch.nn.functional.batch_norm( + out_216, + l_self_modules_backbone_modules_layer3_modules_14_modules_bn3_buffers_running_mean_, + l_self_modules_backbone_modules_layer3_modules_14_modules_bn3_buffers_running_var_, + l_self_modules_backbone_modules_layer3_modules_14_modules_bn3_parameters_weight_, + l_self_modules_backbone_modules_layer3_modules_14_modules_bn3_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_216 = l_self_modules_backbone_modules_layer3_modules_14_modules_bn3_buffers_running_mean_ = l_self_modules_backbone_modules_layer3_modules_14_modules_bn3_buffers_running_var_ = l_self_modules_backbone_modules_layer3_modules_14_modules_bn3_parameters_weight_ = l_self_modules_backbone_modules_layer3_modules_14_modules_bn3_parameters_bias_ = (None) + out_217 += out_209 + out_218 = out_217 + out_217 = out_209 = None + out_219 = torch.nn.functional.relu(out_218, inplace=True) + out_218 = None + out_220 = torch.conv2d( + out_219, + l_self_modules_backbone_modules_layer3_modules_15_modules_conv1_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_backbone_modules_layer3_modules_15_modules_conv1_parameters_weight_ = ( + None + ) + out_221 = torch.nn.functional.batch_norm( + out_220, + l_self_modules_backbone_modules_layer3_modules_15_modules_bn1_buffers_running_mean_, + l_self_modules_backbone_modules_layer3_modules_15_modules_bn1_buffers_running_var_, + l_self_modules_backbone_modules_layer3_modules_15_modules_bn1_parameters_weight_, + l_self_modules_backbone_modules_layer3_modules_15_modules_bn1_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_220 = l_self_modules_backbone_modules_layer3_modules_15_modules_bn1_buffers_running_mean_ = l_self_modules_backbone_modules_layer3_modules_15_modules_bn1_buffers_running_var_ = l_self_modules_backbone_modules_layer3_modules_15_modules_bn1_parameters_weight_ = l_self_modules_backbone_modules_layer3_modules_15_modules_bn1_parameters_bias_ = (None) + out_222 = torch.nn.functional.relu(out_221, inplace=True) + out_221 = None + out_223 = torch.conv2d( + out_222, + l_self_modules_backbone_modules_layer3_modules_15_modules_conv2_parameters_weight_, + None, + (1, 1), + (2, 2), + (2, 2), + 1, + ) + out_222 = l_self_modules_backbone_modules_layer3_modules_15_modules_conv2_parameters_weight_ = (None) + out_224 = torch.nn.functional.batch_norm( + out_223, + l_self_modules_backbone_modules_layer3_modules_15_modules_bn2_buffers_running_mean_, + l_self_modules_backbone_modules_layer3_modules_15_modules_bn2_buffers_running_var_, + l_self_modules_backbone_modules_layer3_modules_15_modules_bn2_parameters_weight_, + l_self_modules_backbone_modules_layer3_modules_15_modules_bn2_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_223 = l_self_modules_backbone_modules_layer3_modules_15_modules_bn2_buffers_running_mean_ = l_self_modules_backbone_modules_layer3_modules_15_modules_bn2_buffers_running_var_ = l_self_modules_backbone_modules_layer3_modules_15_modules_bn2_parameters_weight_ = l_self_modules_backbone_modules_layer3_modules_15_modules_bn2_parameters_bias_ = (None) + out_225 = torch.nn.functional.relu(out_224, inplace=True) + out_224 = None + out_226 = torch.conv2d( + out_225, + l_self_modules_backbone_modules_layer3_modules_15_modules_conv3_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + out_225 = l_self_modules_backbone_modules_layer3_modules_15_modules_conv3_parameters_weight_ = (None) + out_227 = torch.nn.functional.batch_norm( + out_226, + l_self_modules_backbone_modules_layer3_modules_15_modules_bn3_buffers_running_mean_, + l_self_modules_backbone_modules_layer3_modules_15_modules_bn3_buffers_running_var_, + l_self_modules_backbone_modules_layer3_modules_15_modules_bn3_parameters_weight_, + l_self_modules_backbone_modules_layer3_modules_15_modules_bn3_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_226 = l_self_modules_backbone_modules_layer3_modules_15_modules_bn3_buffers_running_mean_ = l_self_modules_backbone_modules_layer3_modules_15_modules_bn3_buffers_running_var_ = l_self_modules_backbone_modules_layer3_modules_15_modules_bn3_parameters_weight_ = l_self_modules_backbone_modules_layer3_modules_15_modules_bn3_parameters_bias_ = (None) + out_227 += out_219 + out_228 = out_227 + out_227 = out_219 = None + out_229 = torch.nn.functional.relu(out_228, inplace=True) + out_228 = None + out_230 = torch.conv2d( + out_229, + l_self_modules_backbone_modules_layer3_modules_16_modules_conv1_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_backbone_modules_layer3_modules_16_modules_conv1_parameters_weight_ = ( + None + ) + out_231 = torch.nn.functional.batch_norm( + out_230, + l_self_modules_backbone_modules_layer3_modules_16_modules_bn1_buffers_running_mean_, + l_self_modules_backbone_modules_layer3_modules_16_modules_bn1_buffers_running_var_, + l_self_modules_backbone_modules_layer3_modules_16_modules_bn1_parameters_weight_, + l_self_modules_backbone_modules_layer3_modules_16_modules_bn1_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_230 = l_self_modules_backbone_modules_layer3_modules_16_modules_bn1_buffers_running_mean_ = l_self_modules_backbone_modules_layer3_modules_16_modules_bn1_buffers_running_var_ = l_self_modules_backbone_modules_layer3_modules_16_modules_bn1_parameters_weight_ = l_self_modules_backbone_modules_layer3_modules_16_modules_bn1_parameters_bias_ = (None) + out_232 = torch.nn.functional.relu(out_231, inplace=True) + out_231 = None + out_233 = torch.conv2d( + out_232, + l_self_modules_backbone_modules_layer3_modules_16_modules_conv2_parameters_weight_, + None, + (1, 1), + (2, 2), + (2, 2), + 1, + ) + out_232 = l_self_modules_backbone_modules_layer3_modules_16_modules_conv2_parameters_weight_ = (None) + out_234 = torch.nn.functional.batch_norm( + out_233, + l_self_modules_backbone_modules_layer3_modules_16_modules_bn2_buffers_running_mean_, + l_self_modules_backbone_modules_layer3_modules_16_modules_bn2_buffers_running_var_, + l_self_modules_backbone_modules_layer3_modules_16_modules_bn2_parameters_weight_, + l_self_modules_backbone_modules_layer3_modules_16_modules_bn2_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_233 = l_self_modules_backbone_modules_layer3_modules_16_modules_bn2_buffers_running_mean_ = l_self_modules_backbone_modules_layer3_modules_16_modules_bn2_buffers_running_var_ = l_self_modules_backbone_modules_layer3_modules_16_modules_bn2_parameters_weight_ = l_self_modules_backbone_modules_layer3_modules_16_modules_bn2_parameters_bias_ = (None) + out_235 = torch.nn.functional.relu(out_234, inplace=True) + out_234 = None + out_236 = torch.conv2d( + out_235, + l_self_modules_backbone_modules_layer3_modules_16_modules_conv3_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + out_235 = l_self_modules_backbone_modules_layer3_modules_16_modules_conv3_parameters_weight_ = (None) + out_237 = torch.nn.functional.batch_norm( + out_236, + l_self_modules_backbone_modules_layer3_modules_16_modules_bn3_buffers_running_mean_, + l_self_modules_backbone_modules_layer3_modules_16_modules_bn3_buffers_running_var_, + l_self_modules_backbone_modules_layer3_modules_16_modules_bn3_parameters_weight_, + l_self_modules_backbone_modules_layer3_modules_16_modules_bn3_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_236 = l_self_modules_backbone_modules_layer3_modules_16_modules_bn3_buffers_running_mean_ = l_self_modules_backbone_modules_layer3_modules_16_modules_bn3_buffers_running_var_ = l_self_modules_backbone_modules_layer3_modules_16_modules_bn3_parameters_weight_ = l_self_modules_backbone_modules_layer3_modules_16_modules_bn3_parameters_bias_ = (None) + out_237 += out_229 + out_238 = out_237 + out_237 = out_229 = None + out_239 = torch.nn.functional.relu(out_238, inplace=True) + out_238 = None + out_240 = torch.conv2d( + out_239, + l_self_modules_backbone_modules_layer3_modules_17_modules_conv1_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_backbone_modules_layer3_modules_17_modules_conv1_parameters_weight_ = ( + None + ) + out_241 = torch.nn.functional.batch_norm( + out_240, + l_self_modules_backbone_modules_layer3_modules_17_modules_bn1_buffers_running_mean_, + l_self_modules_backbone_modules_layer3_modules_17_modules_bn1_buffers_running_var_, + l_self_modules_backbone_modules_layer3_modules_17_modules_bn1_parameters_weight_, + l_self_modules_backbone_modules_layer3_modules_17_modules_bn1_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_240 = l_self_modules_backbone_modules_layer3_modules_17_modules_bn1_buffers_running_mean_ = l_self_modules_backbone_modules_layer3_modules_17_modules_bn1_buffers_running_var_ = l_self_modules_backbone_modules_layer3_modules_17_modules_bn1_parameters_weight_ = l_self_modules_backbone_modules_layer3_modules_17_modules_bn1_parameters_bias_ = (None) + out_242 = torch.nn.functional.relu(out_241, inplace=True) + out_241 = None + out_243 = torch.conv2d( + out_242, + l_self_modules_backbone_modules_layer3_modules_17_modules_conv2_parameters_weight_, + None, + (1, 1), + (2, 2), + (2, 2), + 1, + ) + out_242 = l_self_modules_backbone_modules_layer3_modules_17_modules_conv2_parameters_weight_ = (None) + out_244 = torch.nn.functional.batch_norm( + out_243, + l_self_modules_backbone_modules_layer3_modules_17_modules_bn2_buffers_running_mean_, + l_self_modules_backbone_modules_layer3_modules_17_modules_bn2_buffers_running_var_, + l_self_modules_backbone_modules_layer3_modules_17_modules_bn2_parameters_weight_, + l_self_modules_backbone_modules_layer3_modules_17_modules_bn2_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_243 = l_self_modules_backbone_modules_layer3_modules_17_modules_bn2_buffers_running_mean_ = l_self_modules_backbone_modules_layer3_modules_17_modules_bn2_buffers_running_var_ = l_self_modules_backbone_modules_layer3_modules_17_modules_bn2_parameters_weight_ = l_self_modules_backbone_modules_layer3_modules_17_modules_bn2_parameters_bias_ = (None) + out_245 = torch.nn.functional.relu(out_244, inplace=True) + out_244 = None + out_246 = torch.conv2d( + out_245, + l_self_modules_backbone_modules_layer3_modules_17_modules_conv3_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + out_245 = l_self_modules_backbone_modules_layer3_modules_17_modules_conv3_parameters_weight_ = (None) + out_247 = torch.nn.functional.batch_norm( + out_246, + l_self_modules_backbone_modules_layer3_modules_17_modules_bn3_buffers_running_mean_, + l_self_modules_backbone_modules_layer3_modules_17_modules_bn3_buffers_running_var_, + l_self_modules_backbone_modules_layer3_modules_17_modules_bn3_parameters_weight_, + l_self_modules_backbone_modules_layer3_modules_17_modules_bn3_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_246 = l_self_modules_backbone_modules_layer3_modules_17_modules_bn3_buffers_running_mean_ = l_self_modules_backbone_modules_layer3_modules_17_modules_bn3_buffers_running_var_ = l_self_modules_backbone_modules_layer3_modules_17_modules_bn3_parameters_weight_ = l_self_modules_backbone_modules_layer3_modules_17_modules_bn3_parameters_bias_ = (None) + out_247 += out_239 + out_248 = out_247 + out_247 = out_239 = None + out_249 = torch.nn.functional.relu(out_248, inplace=True) + out_248 = None + out_250 = torch.conv2d( + out_249, + l_self_modules_backbone_modules_layer3_modules_18_modules_conv1_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_backbone_modules_layer3_modules_18_modules_conv1_parameters_weight_ = ( + None + ) + out_251 = torch.nn.functional.batch_norm( + out_250, + l_self_modules_backbone_modules_layer3_modules_18_modules_bn1_buffers_running_mean_, + l_self_modules_backbone_modules_layer3_modules_18_modules_bn1_buffers_running_var_, + l_self_modules_backbone_modules_layer3_modules_18_modules_bn1_parameters_weight_, + l_self_modules_backbone_modules_layer3_modules_18_modules_bn1_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_250 = l_self_modules_backbone_modules_layer3_modules_18_modules_bn1_buffers_running_mean_ = l_self_modules_backbone_modules_layer3_modules_18_modules_bn1_buffers_running_var_ = l_self_modules_backbone_modules_layer3_modules_18_modules_bn1_parameters_weight_ = l_self_modules_backbone_modules_layer3_modules_18_modules_bn1_parameters_bias_ = (None) + out_252 = torch.nn.functional.relu(out_251, inplace=True) + out_251 = None + out_253 = torch.conv2d( + out_252, + l_self_modules_backbone_modules_layer3_modules_18_modules_conv2_parameters_weight_, + None, + (1, 1), + (2, 2), + (2, 2), + 1, + ) + out_252 = l_self_modules_backbone_modules_layer3_modules_18_modules_conv2_parameters_weight_ = (None) + out_254 = torch.nn.functional.batch_norm( + out_253, + l_self_modules_backbone_modules_layer3_modules_18_modules_bn2_buffers_running_mean_, + l_self_modules_backbone_modules_layer3_modules_18_modules_bn2_buffers_running_var_, + l_self_modules_backbone_modules_layer3_modules_18_modules_bn2_parameters_weight_, + l_self_modules_backbone_modules_layer3_modules_18_modules_bn2_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_253 = l_self_modules_backbone_modules_layer3_modules_18_modules_bn2_buffers_running_mean_ = l_self_modules_backbone_modules_layer3_modules_18_modules_bn2_buffers_running_var_ = l_self_modules_backbone_modules_layer3_modules_18_modules_bn2_parameters_weight_ = l_self_modules_backbone_modules_layer3_modules_18_modules_bn2_parameters_bias_ = (None) + out_255 = torch.nn.functional.relu(out_254, inplace=True) + out_254 = None + out_256 = torch.conv2d( + out_255, + l_self_modules_backbone_modules_layer3_modules_18_modules_conv3_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + out_255 = l_self_modules_backbone_modules_layer3_modules_18_modules_conv3_parameters_weight_ = (None) + out_257 = torch.nn.functional.batch_norm( + out_256, + l_self_modules_backbone_modules_layer3_modules_18_modules_bn3_buffers_running_mean_, + l_self_modules_backbone_modules_layer3_modules_18_modules_bn3_buffers_running_var_, + l_self_modules_backbone_modules_layer3_modules_18_modules_bn3_parameters_weight_, + l_self_modules_backbone_modules_layer3_modules_18_modules_bn3_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_256 = l_self_modules_backbone_modules_layer3_modules_18_modules_bn3_buffers_running_mean_ = l_self_modules_backbone_modules_layer3_modules_18_modules_bn3_buffers_running_var_ = l_self_modules_backbone_modules_layer3_modules_18_modules_bn3_parameters_weight_ = l_self_modules_backbone_modules_layer3_modules_18_modules_bn3_parameters_bias_ = (None) + out_257 += out_249 + out_258 = out_257 + out_257 = out_249 = None + out_259 = torch.nn.functional.relu(out_258, inplace=True) + out_258 = None + out_260 = torch.conv2d( + out_259, + l_self_modules_backbone_modules_layer3_modules_19_modules_conv1_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_backbone_modules_layer3_modules_19_modules_conv1_parameters_weight_ = ( + None + ) + out_261 = torch.nn.functional.batch_norm( + out_260, + l_self_modules_backbone_modules_layer3_modules_19_modules_bn1_buffers_running_mean_, + l_self_modules_backbone_modules_layer3_modules_19_modules_bn1_buffers_running_var_, + l_self_modules_backbone_modules_layer3_modules_19_modules_bn1_parameters_weight_, + l_self_modules_backbone_modules_layer3_modules_19_modules_bn1_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_260 = l_self_modules_backbone_modules_layer3_modules_19_modules_bn1_buffers_running_mean_ = l_self_modules_backbone_modules_layer3_modules_19_modules_bn1_buffers_running_var_ = l_self_modules_backbone_modules_layer3_modules_19_modules_bn1_parameters_weight_ = l_self_modules_backbone_modules_layer3_modules_19_modules_bn1_parameters_bias_ = (None) + out_262 = torch.nn.functional.relu(out_261, inplace=True) + out_261 = None + out_263 = torch.conv2d( + out_262, + l_self_modules_backbone_modules_layer3_modules_19_modules_conv2_parameters_weight_, + None, + (1, 1), + (2, 2), + (2, 2), + 1, + ) + out_262 = l_self_modules_backbone_modules_layer3_modules_19_modules_conv2_parameters_weight_ = (None) + out_264 = torch.nn.functional.batch_norm( + out_263, + l_self_modules_backbone_modules_layer3_modules_19_modules_bn2_buffers_running_mean_, + l_self_modules_backbone_modules_layer3_modules_19_modules_bn2_buffers_running_var_, + l_self_modules_backbone_modules_layer3_modules_19_modules_bn2_parameters_weight_, + l_self_modules_backbone_modules_layer3_modules_19_modules_bn2_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_263 = l_self_modules_backbone_modules_layer3_modules_19_modules_bn2_buffers_running_mean_ = l_self_modules_backbone_modules_layer3_modules_19_modules_bn2_buffers_running_var_ = l_self_modules_backbone_modules_layer3_modules_19_modules_bn2_parameters_weight_ = l_self_modules_backbone_modules_layer3_modules_19_modules_bn2_parameters_bias_ = (None) + out_265 = torch.nn.functional.relu(out_264, inplace=True) + out_264 = None + out_266 = torch.conv2d( + out_265, + l_self_modules_backbone_modules_layer3_modules_19_modules_conv3_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + out_265 = l_self_modules_backbone_modules_layer3_modules_19_modules_conv3_parameters_weight_ = (None) + out_267 = torch.nn.functional.batch_norm( + out_266, + l_self_modules_backbone_modules_layer3_modules_19_modules_bn3_buffers_running_mean_, + l_self_modules_backbone_modules_layer3_modules_19_modules_bn3_buffers_running_var_, + l_self_modules_backbone_modules_layer3_modules_19_modules_bn3_parameters_weight_, + l_self_modules_backbone_modules_layer3_modules_19_modules_bn3_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_266 = l_self_modules_backbone_modules_layer3_modules_19_modules_bn3_buffers_running_mean_ = l_self_modules_backbone_modules_layer3_modules_19_modules_bn3_buffers_running_var_ = l_self_modules_backbone_modules_layer3_modules_19_modules_bn3_parameters_weight_ = l_self_modules_backbone_modules_layer3_modules_19_modules_bn3_parameters_bias_ = (None) + out_267 += out_259 + out_268 = out_267 + out_267 = out_259 = None + out_269 = torch.nn.functional.relu(out_268, inplace=True) + out_268 = None + out_270 = torch.conv2d( + out_269, + l_self_modules_backbone_modules_layer3_modules_20_modules_conv1_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_backbone_modules_layer3_modules_20_modules_conv1_parameters_weight_ = ( + None + ) + out_271 = torch.nn.functional.batch_norm( + out_270, + l_self_modules_backbone_modules_layer3_modules_20_modules_bn1_buffers_running_mean_, + l_self_modules_backbone_modules_layer3_modules_20_modules_bn1_buffers_running_var_, + l_self_modules_backbone_modules_layer3_modules_20_modules_bn1_parameters_weight_, + l_self_modules_backbone_modules_layer3_modules_20_modules_bn1_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_270 = l_self_modules_backbone_modules_layer3_modules_20_modules_bn1_buffers_running_mean_ = l_self_modules_backbone_modules_layer3_modules_20_modules_bn1_buffers_running_var_ = l_self_modules_backbone_modules_layer3_modules_20_modules_bn1_parameters_weight_ = l_self_modules_backbone_modules_layer3_modules_20_modules_bn1_parameters_bias_ = (None) + out_272 = torch.nn.functional.relu(out_271, inplace=True) + out_271 = None + out_273 = torch.conv2d( + out_272, + l_self_modules_backbone_modules_layer3_modules_20_modules_conv2_parameters_weight_, + None, + (1, 1), + (2, 2), + (2, 2), + 1, + ) + out_272 = l_self_modules_backbone_modules_layer3_modules_20_modules_conv2_parameters_weight_ = (None) + out_274 = torch.nn.functional.batch_norm( + out_273, + l_self_modules_backbone_modules_layer3_modules_20_modules_bn2_buffers_running_mean_, + l_self_modules_backbone_modules_layer3_modules_20_modules_bn2_buffers_running_var_, + l_self_modules_backbone_modules_layer3_modules_20_modules_bn2_parameters_weight_, + l_self_modules_backbone_modules_layer3_modules_20_modules_bn2_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_273 = l_self_modules_backbone_modules_layer3_modules_20_modules_bn2_buffers_running_mean_ = l_self_modules_backbone_modules_layer3_modules_20_modules_bn2_buffers_running_var_ = l_self_modules_backbone_modules_layer3_modules_20_modules_bn2_parameters_weight_ = l_self_modules_backbone_modules_layer3_modules_20_modules_bn2_parameters_bias_ = (None) + out_275 = torch.nn.functional.relu(out_274, inplace=True) + out_274 = None + out_276 = torch.conv2d( + out_275, + l_self_modules_backbone_modules_layer3_modules_20_modules_conv3_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + out_275 = l_self_modules_backbone_modules_layer3_modules_20_modules_conv3_parameters_weight_ = (None) + out_277 = torch.nn.functional.batch_norm( + out_276, + l_self_modules_backbone_modules_layer3_modules_20_modules_bn3_buffers_running_mean_, + l_self_modules_backbone_modules_layer3_modules_20_modules_bn3_buffers_running_var_, + l_self_modules_backbone_modules_layer3_modules_20_modules_bn3_parameters_weight_, + l_self_modules_backbone_modules_layer3_modules_20_modules_bn3_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_276 = l_self_modules_backbone_modules_layer3_modules_20_modules_bn3_buffers_running_mean_ = l_self_modules_backbone_modules_layer3_modules_20_modules_bn3_buffers_running_var_ = l_self_modules_backbone_modules_layer3_modules_20_modules_bn3_parameters_weight_ = l_self_modules_backbone_modules_layer3_modules_20_modules_bn3_parameters_bias_ = (None) + out_277 += out_269 + out_278 = out_277 + out_277 = out_269 = None + out_279 = torch.nn.functional.relu(out_278, inplace=True) + out_278 = None + out_280 = torch.conv2d( + out_279, + l_self_modules_backbone_modules_layer3_modules_21_modules_conv1_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_backbone_modules_layer3_modules_21_modules_conv1_parameters_weight_ = ( + None + ) + out_281 = torch.nn.functional.batch_norm( + out_280, + l_self_modules_backbone_modules_layer3_modules_21_modules_bn1_buffers_running_mean_, + l_self_modules_backbone_modules_layer3_modules_21_modules_bn1_buffers_running_var_, + l_self_modules_backbone_modules_layer3_modules_21_modules_bn1_parameters_weight_, + l_self_modules_backbone_modules_layer3_modules_21_modules_bn1_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_280 = l_self_modules_backbone_modules_layer3_modules_21_modules_bn1_buffers_running_mean_ = l_self_modules_backbone_modules_layer3_modules_21_modules_bn1_buffers_running_var_ = l_self_modules_backbone_modules_layer3_modules_21_modules_bn1_parameters_weight_ = l_self_modules_backbone_modules_layer3_modules_21_modules_bn1_parameters_bias_ = (None) + out_282 = torch.nn.functional.relu(out_281, inplace=True) + out_281 = None + out_283 = torch.conv2d( + out_282, + l_self_modules_backbone_modules_layer3_modules_21_modules_conv2_parameters_weight_, + None, + (1, 1), + (2, 2), + (2, 2), + 1, + ) + out_282 = l_self_modules_backbone_modules_layer3_modules_21_modules_conv2_parameters_weight_ = (None) + out_284 = torch.nn.functional.batch_norm( + out_283, + l_self_modules_backbone_modules_layer3_modules_21_modules_bn2_buffers_running_mean_, + l_self_modules_backbone_modules_layer3_modules_21_modules_bn2_buffers_running_var_, + l_self_modules_backbone_modules_layer3_modules_21_modules_bn2_parameters_weight_, + l_self_modules_backbone_modules_layer3_modules_21_modules_bn2_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_283 = l_self_modules_backbone_modules_layer3_modules_21_modules_bn2_buffers_running_mean_ = l_self_modules_backbone_modules_layer3_modules_21_modules_bn2_buffers_running_var_ = l_self_modules_backbone_modules_layer3_modules_21_modules_bn2_parameters_weight_ = l_self_modules_backbone_modules_layer3_modules_21_modules_bn2_parameters_bias_ = (None) + out_285 = torch.nn.functional.relu(out_284, inplace=True) + out_284 = None + out_286 = torch.conv2d( + out_285, + l_self_modules_backbone_modules_layer3_modules_21_modules_conv3_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + out_285 = l_self_modules_backbone_modules_layer3_modules_21_modules_conv3_parameters_weight_ = (None) + out_287 = torch.nn.functional.batch_norm( + out_286, + l_self_modules_backbone_modules_layer3_modules_21_modules_bn3_buffers_running_mean_, + l_self_modules_backbone_modules_layer3_modules_21_modules_bn3_buffers_running_var_, + l_self_modules_backbone_modules_layer3_modules_21_modules_bn3_parameters_weight_, + l_self_modules_backbone_modules_layer3_modules_21_modules_bn3_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_286 = l_self_modules_backbone_modules_layer3_modules_21_modules_bn3_buffers_running_mean_ = l_self_modules_backbone_modules_layer3_modules_21_modules_bn3_buffers_running_var_ = l_self_modules_backbone_modules_layer3_modules_21_modules_bn3_parameters_weight_ = l_self_modules_backbone_modules_layer3_modules_21_modules_bn3_parameters_bias_ = (None) + out_287 += out_279 + out_288 = out_287 + out_287 = out_279 = None + out_289 = torch.nn.functional.relu(out_288, inplace=True) + out_288 = None + out_290 = torch.conv2d( + out_289, + l_self_modules_backbone_modules_layer3_modules_22_modules_conv1_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_backbone_modules_layer3_modules_22_modules_conv1_parameters_weight_ = ( + None + ) + out_291 = torch.nn.functional.batch_norm( + out_290, + l_self_modules_backbone_modules_layer3_modules_22_modules_bn1_buffers_running_mean_, + l_self_modules_backbone_modules_layer3_modules_22_modules_bn1_buffers_running_var_, + l_self_modules_backbone_modules_layer3_modules_22_modules_bn1_parameters_weight_, + l_self_modules_backbone_modules_layer3_modules_22_modules_bn1_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_290 = l_self_modules_backbone_modules_layer3_modules_22_modules_bn1_buffers_running_mean_ = l_self_modules_backbone_modules_layer3_modules_22_modules_bn1_buffers_running_var_ = l_self_modules_backbone_modules_layer3_modules_22_modules_bn1_parameters_weight_ = l_self_modules_backbone_modules_layer3_modules_22_modules_bn1_parameters_bias_ = (None) + out_292 = torch.nn.functional.relu(out_291, inplace=True) + out_291 = None + out_293 = torch.conv2d( + out_292, + l_self_modules_backbone_modules_layer3_modules_22_modules_conv2_parameters_weight_, + None, + (1, 1), + (2, 2), + (2, 2), + 1, + ) + out_292 = l_self_modules_backbone_modules_layer3_modules_22_modules_conv2_parameters_weight_ = (None) + out_294 = torch.nn.functional.batch_norm( + out_293, + l_self_modules_backbone_modules_layer3_modules_22_modules_bn2_buffers_running_mean_, + l_self_modules_backbone_modules_layer3_modules_22_modules_bn2_buffers_running_var_, + l_self_modules_backbone_modules_layer3_modules_22_modules_bn2_parameters_weight_, + l_self_modules_backbone_modules_layer3_modules_22_modules_bn2_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_293 = l_self_modules_backbone_modules_layer3_modules_22_modules_bn2_buffers_running_mean_ = l_self_modules_backbone_modules_layer3_modules_22_modules_bn2_buffers_running_var_ = l_self_modules_backbone_modules_layer3_modules_22_modules_bn2_parameters_weight_ = l_self_modules_backbone_modules_layer3_modules_22_modules_bn2_parameters_bias_ = (None) + out_295 = torch.nn.functional.relu(out_294, inplace=True) + out_294 = None + out_296 = torch.conv2d( + out_295, + l_self_modules_backbone_modules_layer3_modules_22_modules_conv3_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + out_295 = l_self_modules_backbone_modules_layer3_modules_22_modules_conv3_parameters_weight_ = (None) + out_297 = torch.nn.functional.batch_norm( + out_296, + l_self_modules_backbone_modules_layer3_modules_22_modules_bn3_buffers_running_mean_, + l_self_modules_backbone_modules_layer3_modules_22_modules_bn3_buffers_running_var_, + l_self_modules_backbone_modules_layer3_modules_22_modules_bn3_parameters_weight_, + l_self_modules_backbone_modules_layer3_modules_22_modules_bn3_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_296 = l_self_modules_backbone_modules_layer3_modules_22_modules_bn3_buffers_running_mean_ = l_self_modules_backbone_modules_layer3_modules_22_modules_bn3_buffers_running_var_ = l_self_modules_backbone_modules_layer3_modules_22_modules_bn3_parameters_weight_ = l_self_modules_backbone_modules_layer3_modules_22_modules_bn3_parameters_bias_ = (None) + out_297 += out_289 + out_298 = out_297 + out_297 = out_289 = None + out_299 = torch.nn.functional.relu(out_298, inplace=True) + out_298 = None + out_300 = torch.conv2d( + out_299, + l_self_modules_backbone_modules_layer4_modules_0_modules_conv1_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_backbone_modules_layer4_modules_0_modules_conv1_parameters_weight_ = ( + None + ) + out_301 = torch.nn.functional.batch_norm( + out_300, + l_self_modules_backbone_modules_layer4_modules_0_modules_bn1_buffers_running_mean_, + l_self_modules_backbone_modules_layer4_modules_0_modules_bn1_buffers_running_var_, + l_self_modules_backbone_modules_layer4_modules_0_modules_bn1_parameters_weight_, + l_self_modules_backbone_modules_layer4_modules_0_modules_bn1_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_300 = l_self_modules_backbone_modules_layer4_modules_0_modules_bn1_buffers_running_mean_ = l_self_modules_backbone_modules_layer4_modules_0_modules_bn1_buffers_running_var_ = l_self_modules_backbone_modules_layer4_modules_0_modules_bn1_parameters_weight_ = l_self_modules_backbone_modules_layer4_modules_0_modules_bn1_parameters_bias_ = (None) + out_302 = torch.nn.functional.relu(out_301, inplace=True) + out_301 = None + out_303 = torch.conv2d( + out_302, + l_self_modules_backbone_modules_layer4_modules_0_modules_conv2_parameters_weight_, + None, + (1, 1), + (2, 2), + (2, 2), + 1, + ) + out_302 = l_self_modules_backbone_modules_layer4_modules_0_modules_conv2_parameters_weight_ = (None) + out_304 = torch.nn.functional.batch_norm( + out_303, + l_self_modules_backbone_modules_layer4_modules_0_modules_bn2_buffers_running_mean_, + l_self_modules_backbone_modules_layer4_modules_0_modules_bn2_buffers_running_var_, + l_self_modules_backbone_modules_layer4_modules_0_modules_bn2_parameters_weight_, + l_self_modules_backbone_modules_layer4_modules_0_modules_bn2_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_303 = l_self_modules_backbone_modules_layer4_modules_0_modules_bn2_buffers_running_mean_ = l_self_modules_backbone_modules_layer4_modules_0_modules_bn2_buffers_running_var_ = l_self_modules_backbone_modules_layer4_modules_0_modules_bn2_parameters_weight_ = l_self_modules_backbone_modules_layer4_modules_0_modules_bn2_parameters_bias_ = (None) + out_305 = torch.nn.functional.relu(out_304, inplace=True) + out_304 = None + out_306 = torch.conv2d( + out_305, + l_self_modules_backbone_modules_layer4_modules_0_modules_conv3_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + out_305 = l_self_modules_backbone_modules_layer4_modules_0_modules_conv3_parameters_weight_ = (None) + out_307 = torch.nn.functional.batch_norm( + out_306, + l_self_modules_backbone_modules_layer4_modules_0_modules_bn3_buffers_running_mean_, + l_self_modules_backbone_modules_layer4_modules_0_modules_bn3_buffers_running_var_, + l_self_modules_backbone_modules_layer4_modules_0_modules_bn3_parameters_weight_, + l_self_modules_backbone_modules_layer4_modules_0_modules_bn3_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_306 = l_self_modules_backbone_modules_layer4_modules_0_modules_bn3_buffers_running_mean_ = l_self_modules_backbone_modules_layer4_modules_0_modules_bn3_buffers_running_var_ = l_self_modules_backbone_modules_layer4_modules_0_modules_bn3_parameters_weight_ = l_self_modules_backbone_modules_layer4_modules_0_modules_bn3_parameters_bias_ = (None) + input_7 = torch.conv2d( + out_299, + l_self_modules_backbone_modules_layer4_modules_0_modules_downsample_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_backbone_modules_layer4_modules_0_modules_downsample_modules_0_parameters_weight_ = ( + None + ) + input_8 = torch.nn.functional.batch_norm( + input_7, + l_self_modules_backbone_modules_layer4_modules_0_modules_downsample_modules_1_buffers_running_mean_, + l_self_modules_backbone_modules_layer4_modules_0_modules_downsample_modules_1_buffers_running_var_, + l_self_modules_backbone_modules_layer4_modules_0_modules_downsample_modules_1_parameters_weight_, + l_self_modules_backbone_modules_layer4_modules_0_modules_downsample_modules_1_parameters_bias_, + False, + 0.1, + 1e-05, + ) + input_7 = l_self_modules_backbone_modules_layer4_modules_0_modules_downsample_modules_1_buffers_running_mean_ = l_self_modules_backbone_modules_layer4_modules_0_modules_downsample_modules_1_buffers_running_var_ = l_self_modules_backbone_modules_layer4_modules_0_modules_downsample_modules_1_parameters_weight_ = l_self_modules_backbone_modules_layer4_modules_0_modules_downsample_modules_1_parameters_bias_ = (None) + out_307 += input_8 + out_308 = out_307 + out_307 = input_8 = None + out_309 = torch.nn.functional.relu(out_308, inplace=True) + out_308 = None + out_310 = torch.conv2d( + out_309, + l_self_modules_backbone_modules_layer4_modules_1_modules_conv1_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_backbone_modules_layer4_modules_1_modules_conv1_parameters_weight_ = ( + None + ) + out_311 = torch.nn.functional.batch_norm( + out_310, + l_self_modules_backbone_modules_layer4_modules_1_modules_bn1_buffers_running_mean_, + l_self_modules_backbone_modules_layer4_modules_1_modules_bn1_buffers_running_var_, + l_self_modules_backbone_modules_layer4_modules_1_modules_bn1_parameters_weight_, + l_self_modules_backbone_modules_layer4_modules_1_modules_bn1_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_310 = l_self_modules_backbone_modules_layer4_modules_1_modules_bn1_buffers_running_mean_ = l_self_modules_backbone_modules_layer4_modules_1_modules_bn1_buffers_running_var_ = l_self_modules_backbone_modules_layer4_modules_1_modules_bn1_parameters_weight_ = l_self_modules_backbone_modules_layer4_modules_1_modules_bn1_parameters_bias_ = (None) + out_312 = torch.nn.functional.relu(out_311, inplace=True) + out_311 = None + out_313 = torch.conv2d( + out_312, + l_self_modules_backbone_modules_layer4_modules_1_modules_conv2_parameters_weight_, + None, + (1, 1), + (4, 4), + (4, 4), + 1, + ) + out_312 = l_self_modules_backbone_modules_layer4_modules_1_modules_conv2_parameters_weight_ = (None) + out_314 = torch.nn.functional.batch_norm( + out_313, + l_self_modules_backbone_modules_layer4_modules_1_modules_bn2_buffers_running_mean_, + l_self_modules_backbone_modules_layer4_modules_1_modules_bn2_buffers_running_var_, + l_self_modules_backbone_modules_layer4_modules_1_modules_bn2_parameters_weight_, + l_self_modules_backbone_modules_layer4_modules_1_modules_bn2_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_313 = l_self_modules_backbone_modules_layer4_modules_1_modules_bn2_buffers_running_mean_ = l_self_modules_backbone_modules_layer4_modules_1_modules_bn2_buffers_running_var_ = l_self_modules_backbone_modules_layer4_modules_1_modules_bn2_parameters_weight_ = l_self_modules_backbone_modules_layer4_modules_1_modules_bn2_parameters_bias_ = (None) + out_315 = torch.nn.functional.relu(out_314, inplace=True) + out_314 = None + out_316 = torch.conv2d( + out_315, + l_self_modules_backbone_modules_layer4_modules_1_modules_conv3_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + out_315 = l_self_modules_backbone_modules_layer4_modules_1_modules_conv3_parameters_weight_ = (None) + out_317 = torch.nn.functional.batch_norm( + out_316, + l_self_modules_backbone_modules_layer4_modules_1_modules_bn3_buffers_running_mean_, + l_self_modules_backbone_modules_layer4_modules_1_modules_bn3_buffers_running_var_, + l_self_modules_backbone_modules_layer4_modules_1_modules_bn3_parameters_weight_, + l_self_modules_backbone_modules_layer4_modules_1_modules_bn3_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_316 = l_self_modules_backbone_modules_layer4_modules_1_modules_bn3_buffers_running_mean_ = l_self_modules_backbone_modules_layer4_modules_1_modules_bn3_buffers_running_var_ = l_self_modules_backbone_modules_layer4_modules_1_modules_bn3_parameters_weight_ = l_self_modules_backbone_modules_layer4_modules_1_modules_bn3_parameters_bias_ = (None) + out_317 += out_309 + out_318 = out_317 + out_317 = out_309 = None + out_319 = torch.nn.functional.relu(out_318, inplace=True) + out_318 = None + out_320 = torch.conv2d( + out_319, + l_self_modules_backbone_modules_layer4_modules_2_modules_conv1_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_backbone_modules_layer4_modules_2_modules_conv1_parameters_weight_ = ( + None + ) + out_321 = torch.nn.functional.batch_norm( + out_320, + l_self_modules_backbone_modules_layer4_modules_2_modules_bn1_buffers_running_mean_, + l_self_modules_backbone_modules_layer4_modules_2_modules_bn1_buffers_running_var_, + l_self_modules_backbone_modules_layer4_modules_2_modules_bn1_parameters_weight_, + l_self_modules_backbone_modules_layer4_modules_2_modules_bn1_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_320 = l_self_modules_backbone_modules_layer4_modules_2_modules_bn1_buffers_running_mean_ = l_self_modules_backbone_modules_layer4_modules_2_modules_bn1_buffers_running_var_ = l_self_modules_backbone_modules_layer4_modules_2_modules_bn1_parameters_weight_ = l_self_modules_backbone_modules_layer4_modules_2_modules_bn1_parameters_bias_ = (None) + out_322 = torch.nn.functional.relu(out_321, inplace=True) + out_321 = None + out_323 = torch.conv2d( + out_322, + l_self_modules_backbone_modules_layer4_modules_2_modules_conv2_parameters_weight_, + None, + (1, 1), + (4, 4), + (4, 4), + 1, + ) + out_322 = l_self_modules_backbone_modules_layer4_modules_2_modules_conv2_parameters_weight_ = (None) + out_324 = torch.nn.functional.batch_norm( + out_323, + l_self_modules_backbone_modules_layer4_modules_2_modules_bn2_buffers_running_mean_, + l_self_modules_backbone_modules_layer4_modules_2_modules_bn2_buffers_running_var_, + l_self_modules_backbone_modules_layer4_modules_2_modules_bn2_parameters_weight_, + l_self_modules_backbone_modules_layer4_modules_2_modules_bn2_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_323 = l_self_modules_backbone_modules_layer4_modules_2_modules_bn2_buffers_running_mean_ = l_self_modules_backbone_modules_layer4_modules_2_modules_bn2_buffers_running_var_ = l_self_modules_backbone_modules_layer4_modules_2_modules_bn2_parameters_weight_ = l_self_modules_backbone_modules_layer4_modules_2_modules_bn2_parameters_bias_ = (None) + out_325 = torch.nn.functional.relu(out_324, inplace=True) + out_324 = None + out_326 = torch.conv2d( + out_325, + l_self_modules_backbone_modules_layer4_modules_2_modules_conv3_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + out_325 = l_self_modules_backbone_modules_layer4_modules_2_modules_conv3_parameters_weight_ = (None) + out_327 = torch.nn.functional.batch_norm( + out_326, + l_self_modules_backbone_modules_layer4_modules_2_modules_bn3_buffers_running_mean_, + l_self_modules_backbone_modules_layer4_modules_2_modules_bn3_buffers_running_var_, + l_self_modules_backbone_modules_layer4_modules_2_modules_bn3_parameters_weight_, + l_self_modules_backbone_modules_layer4_modules_2_modules_bn3_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_326 = l_self_modules_backbone_modules_layer4_modules_2_modules_bn3_buffers_running_mean_ = l_self_modules_backbone_modules_layer4_modules_2_modules_bn3_buffers_running_var_ = l_self_modules_backbone_modules_layer4_modules_2_modules_bn3_parameters_weight_ = l_self_modules_backbone_modules_layer4_modules_2_modules_bn3_parameters_bias_ = (None) + out_327 += out_319 + out_328 = out_327 + out_327 = out_319 = None + out_329 = torch.nn.functional.relu(out_328, inplace=True) + out_328 = None + input_9 = torch.conv2d( + out_329, + l_self_modules_classifier_modules_0_modules_convs_modules_0_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_classifier_modules_0_modules_convs_modules_0_modules_0_parameters_weight_ = ( + None + ) + input_10 = torch.nn.functional.batch_norm( + input_9, + l_self_modules_classifier_modules_0_modules_convs_modules_0_modules_1_buffers_running_mean_, + l_self_modules_classifier_modules_0_modules_convs_modules_0_modules_1_buffers_running_var_, + l_self_modules_classifier_modules_0_modules_convs_modules_0_modules_1_parameters_weight_, + l_self_modules_classifier_modules_0_modules_convs_modules_0_modules_1_parameters_bias_, + False, + 0.1, + 1e-05, + ) + input_9 = l_self_modules_classifier_modules_0_modules_convs_modules_0_modules_1_buffers_running_mean_ = l_self_modules_classifier_modules_0_modules_convs_modules_0_modules_1_buffers_running_var_ = l_self_modules_classifier_modules_0_modules_convs_modules_0_modules_1_parameters_weight_ = l_self_modules_classifier_modules_0_modules_convs_modules_0_modules_1_parameters_bias_ = (None) + input_11 = torch.nn.functional.relu(input_10, inplace=False) + input_10 = None + input_12 = torch.conv2d( + out_329, + l_self_modules_classifier_modules_0_modules_convs_modules_1_modules_0_parameters_weight_, + None, + (1, 1), + (12, 12), + (12, 12), + 1, + ) + l_self_modules_classifier_modules_0_modules_convs_modules_1_modules_0_parameters_weight_ = ( + None + ) + input_13 = torch.nn.functional.batch_norm( + input_12, + l_self_modules_classifier_modules_0_modules_convs_modules_1_modules_1_buffers_running_mean_, + l_self_modules_classifier_modules_0_modules_convs_modules_1_modules_1_buffers_running_var_, + l_self_modules_classifier_modules_0_modules_convs_modules_1_modules_1_parameters_weight_, + l_self_modules_classifier_modules_0_modules_convs_modules_1_modules_1_parameters_bias_, + False, + 0.1, + 1e-05, + ) + input_12 = l_self_modules_classifier_modules_0_modules_convs_modules_1_modules_1_buffers_running_mean_ = l_self_modules_classifier_modules_0_modules_convs_modules_1_modules_1_buffers_running_var_ = l_self_modules_classifier_modules_0_modules_convs_modules_1_modules_1_parameters_weight_ = l_self_modules_classifier_modules_0_modules_convs_modules_1_modules_1_parameters_bias_ = (None) + input_14 = torch.nn.functional.relu(input_13, inplace=False) + input_13 = None + input_15 = torch.conv2d( + out_329, + l_self_modules_classifier_modules_0_modules_convs_modules_2_modules_0_parameters_weight_, + None, + (1, 1), + (24, 24), + (24, 24), + 1, + ) + l_self_modules_classifier_modules_0_modules_convs_modules_2_modules_0_parameters_weight_ = ( + None + ) + input_16 = torch.nn.functional.batch_norm( + input_15, + l_self_modules_classifier_modules_0_modules_convs_modules_2_modules_1_buffers_running_mean_, + l_self_modules_classifier_modules_0_modules_convs_modules_2_modules_1_buffers_running_var_, + l_self_modules_classifier_modules_0_modules_convs_modules_2_modules_1_parameters_weight_, + l_self_modules_classifier_modules_0_modules_convs_modules_2_modules_1_parameters_bias_, + False, + 0.1, + 1e-05, + ) + input_15 = l_self_modules_classifier_modules_0_modules_convs_modules_2_modules_1_buffers_running_mean_ = l_self_modules_classifier_modules_0_modules_convs_modules_2_modules_1_buffers_running_var_ = l_self_modules_classifier_modules_0_modules_convs_modules_2_modules_1_parameters_weight_ = l_self_modules_classifier_modules_0_modules_convs_modules_2_modules_1_parameters_bias_ = (None) + input_17 = torch.nn.functional.relu(input_16, inplace=False) + input_16 = None + input_18 = torch.conv2d( + out_329, + l_self_modules_classifier_modules_0_modules_convs_modules_3_modules_0_parameters_weight_, + None, + (1, 1), + (36, 36), + (36, 36), + 1, + ) + l_self_modules_classifier_modules_0_modules_convs_modules_3_modules_0_parameters_weight_ = ( + None + ) + input_19 = torch.nn.functional.batch_norm( + input_18, + l_self_modules_classifier_modules_0_modules_convs_modules_3_modules_1_buffers_running_mean_, + l_self_modules_classifier_modules_0_modules_convs_modules_3_modules_1_buffers_running_var_, + l_self_modules_classifier_modules_0_modules_convs_modules_3_modules_1_parameters_weight_, + l_self_modules_classifier_modules_0_modules_convs_modules_3_modules_1_parameters_bias_, + False, + 0.1, + 1e-05, + ) + input_18 = l_self_modules_classifier_modules_0_modules_convs_modules_3_modules_1_buffers_running_mean_ = l_self_modules_classifier_modules_0_modules_convs_modules_3_modules_1_buffers_running_var_ = l_self_modules_classifier_modules_0_modules_convs_modules_3_modules_1_parameters_weight_ = l_self_modules_classifier_modules_0_modules_convs_modules_3_modules_1_parameters_bias_ = (None) + input_20 = torch.nn.functional.relu(input_19, inplace=False) + input_19 = None + x_4 = torch.nn.functional.adaptive_avg_pool2d(out_329, 1) + out_329 = None + x_5 = torch.conv2d( + x_4, + l_self_modules_classifier_modules_0_modules_convs_modules_4_modules_1_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + x_4 = l_self_modules_classifier_modules_0_modules_convs_modules_4_modules_1_parameters_weight_ = (None) + x_6 = torch.nn.functional.batch_norm( + x_5, + l_self_modules_classifier_modules_0_modules_convs_modules_4_modules_2_buffers_running_mean_, + l_self_modules_classifier_modules_0_modules_convs_modules_4_modules_2_buffers_running_var_, + l_self_modules_classifier_modules_0_modules_convs_modules_4_modules_2_parameters_weight_, + l_self_modules_classifier_modules_0_modules_convs_modules_4_modules_2_parameters_bias_, + False, + 0.1, + 1e-05, + ) + x_5 = l_self_modules_classifier_modules_0_modules_convs_modules_4_modules_2_buffers_running_mean_ = l_self_modules_classifier_modules_0_modules_convs_modules_4_modules_2_buffers_running_var_ = l_self_modules_classifier_modules_0_modules_convs_modules_4_modules_2_parameters_weight_ = l_self_modules_classifier_modules_0_modules_convs_modules_4_modules_2_parameters_bias_ = (None) + x_7 = torch.nn.functional.relu(x_6, inplace=False) + x_6 = None + interpolate = torch.nn.functional.interpolate( + x_7, size=(28, 28), mode="bilinear", align_corners=False + ) + x_7 = None + res = torch.cat([input_11, input_14, input_17, input_20, interpolate], dim=1) + input_11 = input_14 = input_17 = input_20 = interpolate = None + input_21 = torch.conv2d( + res, + l_self_modules_classifier_modules_0_modules_project_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + res = l_self_modules_classifier_modules_0_modules_project_modules_0_parameters_weight_ = (None) + input_22 = torch.nn.functional.batch_norm( + input_21, + l_self_modules_classifier_modules_0_modules_project_modules_1_buffers_running_mean_, + l_self_modules_classifier_modules_0_modules_project_modules_1_buffers_running_var_, + l_self_modules_classifier_modules_0_modules_project_modules_1_parameters_weight_, + l_self_modules_classifier_modules_0_modules_project_modules_1_parameters_bias_, + False, + 0.1, + 1e-05, + ) + input_21 = l_self_modules_classifier_modules_0_modules_project_modules_1_buffers_running_mean_ = l_self_modules_classifier_modules_0_modules_project_modules_1_buffers_running_var_ = l_self_modules_classifier_modules_0_modules_project_modules_1_parameters_weight_ = l_self_modules_classifier_modules_0_modules_project_modules_1_parameters_bias_ = (None) + input_23 = torch.nn.functional.relu(input_22, inplace=False) + input_22 = None + input_24 = torch.nn.functional.dropout(input_23, 0.5, False, False) + input_23 = None + input_25 = torch.conv2d( + input_24, + l_self_modules_classifier_modules_1_parameters_weight_, + None, + (1, 1), + (1, 1), + (1, 1), + 1, + ) + input_24 = l_self_modules_classifier_modules_1_parameters_weight_ = None + input_26 = torch.nn.functional.batch_norm( + input_25, + l_self_modules_classifier_modules_2_buffers_running_mean_, + l_self_modules_classifier_modules_2_buffers_running_var_, + l_self_modules_classifier_modules_2_parameters_weight_, + l_self_modules_classifier_modules_2_parameters_bias_, + False, + 0.1, + 1e-05, + ) + input_25 = ( + l_self_modules_classifier_modules_2_buffers_running_mean_ + ) = ( + l_self_modules_classifier_modules_2_buffers_running_var_ + ) = ( + l_self_modules_classifier_modules_2_parameters_weight_ + ) = l_self_modules_classifier_modules_2_parameters_bias_ = None + input_27 = torch.nn.functional.relu(input_26, inplace=False) + input_26 = None + input_28 = torch.conv2d( + input_27, + l_self_modules_classifier_modules_4_parameters_weight_, + l_self_modules_classifier_modules_4_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + input_27 = ( + l_self_modules_classifier_modules_4_parameters_weight_ + ) = l_self_modules_classifier_modules_4_parameters_bias_ = None + x_8 = torch.nn.functional.interpolate( + input_28, size=(224, 224), mode="bilinear", align_corners=False + ) + input_28 = None + input_29 = torch.conv2d( + out_299, + l_self_modules_aux_classifier_modules_0_parameters_weight_, + None, + (1, 1), + (1, 1), + (1, 1), + 1, + ) + out_299 = l_self_modules_aux_classifier_modules_0_parameters_weight_ = None + input_30 = torch.nn.functional.batch_norm( + input_29, + l_self_modules_aux_classifier_modules_1_buffers_running_mean_, + l_self_modules_aux_classifier_modules_1_buffers_running_var_, + l_self_modules_aux_classifier_modules_1_parameters_weight_, + l_self_modules_aux_classifier_modules_1_parameters_bias_, + False, + 0.1, + 1e-05, + ) + input_29 = ( + l_self_modules_aux_classifier_modules_1_buffers_running_mean_ + ) = ( + l_self_modules_aux_classifier_modules_1_buffers_running_var_ + ) = ( + l_self_modules_aux_classifier_modules_1_parameters_weight_ + ) = l_self_modules_aux_classifier_modules_1_parameters_bias_ = None + input_31 = torch.nn.functional.relu(input_30, inplace=False) + input_30 = None + input_32 = torch.nn.functional.dropout(input_31, 0.1, False, False) + input_31 = None + input_33 = torch.conv2d( + input_32, + l_self_modules_aux_classifier_modules_4_parameters_weight_, + l_self_modules_aux_classifier_modules_4_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + input_32 = ( + l_self_modules_aux_classifier_modules_4_parameters_weight_ + ) = l_self_modules_aux_classifier_modules_4_parameters_bias_ = None + x_9 = torch.nn.functional.interpolate( + input_33, size=(224, 224), mode="bilinear", align_corners=False + ) + input_33 = None + return (x_8, x_9) diff --git a/samples/torchvision/deeplabv3_resnet101/weight_meta.py b/samples/torchvision/deeplabv3_resnet101/weight_meta.py new file mode 100644 index 000000000..60e9bd64e --- /dev/null +++ b/samples/torchvision/deeplabv3_resnet101/weight_meta.py @@ -0,0 +1,5848 @@ +class Program_weight_tensor_meta_L_x_: + name = "L_x_" + shape = [1, 3, 224, 224] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.222 + std = 1.286 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_conv1_parameters_weight_: + name = "L_self_modules_backbone_modules_conv1_parameters_weight_" + shape = [64, 3, 7, 7] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.079 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_bn1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_bn1_buffers_running_mean_" + shape = [64] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.017 + std = 0.221 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_bn1_buffers_running_var_: + name = "L_self_modules_backbone_modules_bn1_buffers_running_var_" + shape = [64] + dtype = "torch.float32" + device = "cuda:0" + mean = 2.213 + std = 3.568 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_bn1_parameters_weight_: + name = "L_self_modules_backbone_modules_bn1_parameters_weight_" + shape = [64] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.161 + std = 0.112 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_bn1_parameters_bias_: + name = "L_self_modules_backbone_modules_bn1_parameters_bias_" + shape = [64] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.128 + std = 0.207 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_0_modules_conv1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer1_modules_0_modules_conv1_parameters_weight_" + shape = [64, 64, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.005 + std = 0.050 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_0_modules_bn1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer1_modules_0_modules_bn1_buffers_running_mean_" + shape = [64] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.120 + std = 0.139 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_0_modules_bn1_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer1_modules_0_modules_bn1_buffers_running_var_" + shape = [64] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.018 + std = 0.023 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_0_modules_bn1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer1_modules_0_modules_bn1_parameters_weight_" + shape = [64] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.128 + std = 0.081 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_0_modules_bn1_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer1_modules_0_modules_bn1_parameters_bias_" + ) + shape = [64] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.039 + std = 0.114 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_0_modules_conv2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer1_modules_0_modules_conv2_parameters_weight_" + shape = [64, 64, 3, 3] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.001 + std = 0.019 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_0_modules_bn2_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer1_modules_0_modules_bn2_buffers_running_mean_" + shape = [64] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.081 + std = 0.109 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_0_modules_bn2_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer1_modules_0_modules_bn2_buffers_running_var_" + shape = [64] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.012 + std = 0.014 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_0_modules_bn2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer1_modules_0_modules_bn2_parameters_weight_" + shape = [64] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.120 + std = 0.042 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_0_modules_bn2_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer1_modules_0_modules_bn2_parameters_bias_" + ) + shape = [64] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.062 + std = 0.141 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_0_modules_conv3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer1_modules_0_modules_conv3_parameters_weight_" + shape = [256, 64, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.000 + std = 0.022 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_0_modules_bn3_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer1_modules_0_modules_bn3_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.001 + std = 0.034 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_0_modules_bn3_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer1_modules_0_modules_bn3_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.002 + std = 0.003 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_0_modules_bn3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer1_modules_0_modules_bn3_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.081 + std = 0.084 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_0_modules_bn3_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer1_modules_0_modules_bn3_parameters_bias_" + ) + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.026 + std = 0.053 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_0_modules_downsample_modules_0_parameters_weight_: + name = "L_self_modules_backbone_modules_layer1_modules_0_modules_downsample_modules_0_parameters_weight_" + shape = [256, 64, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.037 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_0_modules_downsample_modules_1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer1_modules_0_modules_downsample_modules_1_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.040 + std = 0.157 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_0_modules_downsample_modules_1_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer1_modules_0_modules_downsample_modules_1_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.012 + std = 0.011 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_0_modules_downsample_modules_1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer1_modules_0_modules_downsample_modules_1_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.151 + std = 0.087 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_0_modules_downsample_modules_1_parameters_bias_: + name = "L_self_modules_backbone_modules_layer1_modules_0_modules_downsample_modules_1_parameters_bias_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.026 + std = 0.053 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_1_modules_conv1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer1_modules_1_modules_conv1_parameters_weight_" + shape = [64, 256, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.001 + std = 0.012 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_1_modules_bn1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer1_modules_1_modules_bn1_buffers_running_mean_" + shape = [64] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.017 + std = 0.041 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_1_modules_bn1_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer1_modules_1_modules_bn1_buffers_running_var_" + shape = [64] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.005 + std = 0.016 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_1_modules_bn1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer1_modules_1_modules_bn1_parameters_weight_" + shape = [64] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.051 + std = 0.054 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_1_modules_bn1_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer1_modules_1_modules_bn1_parameters_bias_" + ) + shape = [64] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.008 + std = 0.085 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_1_modules_conv2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer1_modules_1_modules_conv2_parameters_weight_" + shape = [64, 64, 3, 3] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.010 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_1_modules_bn2_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer1_modules_1_modules_bn2_buffers_running_mean_" + shape = [64] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.019 + std = 0.049 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_1_modules_bn2_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer1_modules_1_modules_bn2_buffers_running_var_" + shape = [64] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.001 + std = 0.003 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_1_modules_bn2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer1_modules_1_modules_bn2_parameters_weight_" + shape = [64] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.050 + std = 0.045 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_1_modules_bn2_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer1_modules_1_modules_bn2_parameters_bias_" + ) + shape = [64] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.016 + std = 0.068 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_1_modules_conv3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer1_modules_1_modules_conv3_parameters_weight_" + shape = [256, 64, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.010 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_1_modules_bn3_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer1_modules_1_modules_bn3_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.011 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_1_modules_bn3_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer1_modules_1_modules_bn3_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_1_modules_bn3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer1_modules_1_modules_bn3_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.021 + std = 0.047 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_1_modules_bn3_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer1_modules_1_modules_bn3_parameters_bias_" + ) + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.004 + std = 0.032 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_2_modules_conv1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer1_modules_2_modules_conv1_parameters_weight_" + shape = [64, 256, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.001 + std = 0.018 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_2_modules_bn1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer1_modules_2_modules_bn1_buffers_running_mean_" + shape = [64] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.005 + std = 0.085 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_2_modules_bn1_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer1_modules_2_modules_bn1_buffers_running_var_" + shape = [64] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.006 + std = 0.004 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_2_modules_bn1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer1_modules_2_modules_bn1_parameters_weight_" + shape = [64] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.112 + std = 0.043 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_2_modules_bn1_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer1_modules_2_modules_bn1_parameters_bias_" + ) + shape = [64] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.013 + std = 0.081 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_2_modules_conv2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer1_modules_2_modules_conv2_parameters_weight_" + shape = [64, 64, 3, 3] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.018 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_2_modules_bn2_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer1_modules_2_modules_bn2_buffers_running_mean_" + shape = [64] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.016 + std = 0.043 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_2_modules_bn2_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer1_modules_2_modules_bn2_buffers_running_var_" + shape = [64] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.003 + std = 0.001 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_2_modules_bn2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer1_modules_2_modules_bn2_parameters_weight_" + shape = [64] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.120 + std = 0.031 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_2_modules_bn2_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer1_modules_2_modules_bn2_parameters_bias_" + ) + shape = [64] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.038 + std = 0.083 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_2_modules_conv3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer1_modules_2_modules_conv3_parameters_weight_" + shape = [256, 64, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.016 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_2_modules_bn3_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer1_modules_2_modules_bn3_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.001 + std = 0.008 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_2_modules_bn3_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer1_modules_2_modules_bn3_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_2_modules_bn3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer1_modules_2_modules_bn3_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.027 + std = 0.054 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_2_modules_bn3_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer1_modules_2_modules_bn3_parameters_bias_" + ) + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.001 + std = 0.029 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_0_modules_conv1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer2_modules_0_modules_conv1_parameters_weight_" + shape = [128, 256, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.020 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_0_modules_bn1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer2_modules_0_modules_bn1_buffers_running_mean_" + shape = [128] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.040 + std = 0.062 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_0_modules_bn1_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer2_modules_0_modules_bn1_buffers_running_var_" + shape = [128] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.006 + std = 0.004 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_0_modules_bn1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer2_modules_0_modules_bn1_parameters_weight_" + shape = [128] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.117 + std = 0.026 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_0_modules_bn1_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer2_modules_0_modules_bn1_parameters_bias_" + ) + shape = [128] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.026 + std = 0.076 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_0_modules_conv2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer2_modules_0_modules_conv2_parameters_weight_" + shape = [128, 128, 3, 3] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.014 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_0_modules_bn2_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer2_modules_0_modules_bn2_buffers_running_mean_" + shape = [128] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.029 + std = 0.036 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_0_modules_bn2_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer2_modules_0_modules_bn2_buffers_running_var_" + shape = [128] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.007 + std = 0.003 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_0_modules_bn2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer2_modules_0_modules_bn2_parameters_weight_" + shape = [128] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.136 + std = 0.029 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_0_modules_bn2_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer2_modules_0_modules_bn2_parameters_bias_" + ) + shape = [128] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.009 + std = 0.084 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_0_modules_conv3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer2_modules_0_modules_conv3_parameters_weight_" + shape = [512, 128, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.019 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_0_modules_bn3_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer2_modules_0_modules_bn3_buffers_running_mean_" + shape = [512] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.002 + std = 0.021 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_0_modules_bn3_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer2_modules_0_modules_bn3_buffers_running_var_" + shape = [512] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.001 + std = 0.001 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_0_modules_bn3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer2_modules_0_modules_bn3_parameters_weight_" + shape = [512] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.074 + std = 0.083 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_0_modules_bn3_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer2_modules_0_modules_bn3_parameters_bias_" + ) + shape = [512] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.005 + std = 0.038 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_0_modules_downsample_modules_0_parameters_weight_: + name = "L_self_modules_backbone_modules_layer2_modules_0_modules_downsample_modules_0_parameters_weight_" + shape = [512, 256, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.015 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_0_modules_downsample_modules_1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer2_modules_0_modules_downsample_modules_1_buffers_running_mean_" + shape = [512] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.014 + std = 0.067 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_0_modules_downsample_modules_1_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer2_modules_0_modules_downsample_modules_1_buffers_running_var_" + shape = [512] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.004 + std = 0.005 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_0_modules_downsample_modules_1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer2_modules_0_modules_downsample_modules_1_parameters_weight_" + shape = [512] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.079 + std = 0.066 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_0_modules_downsample_modules_1_parameters_bias_: + name = "L_self_modules_backbone_modules_layer2_modules_0_modules_downsample_modules_1_parameters_bias_" + shape = [512] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.005 + std = 0.038 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_1_modules_conv1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer2_modules_1_modules_conv1_parameters_weight_" + shape = [128, 512, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.000 + std = 0.010 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_1_modules_bn1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer2_modules_1_modules_bn1_buffers_running_mean_" + shape = [128] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.018 + std = 0.047 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_1_modules_bn1_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer2_modules_1_modules_bn1_buffers_running_var_" + shape = [128] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.011 + std = 0.017 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_1_modules_bn1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer2_modules_1_modules_bn1_parameters_weight_" + shape = [128] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.065 + std = 0.024 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_1_modules_bn1_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer2_modules_1_modules_bn1_parameters_bias_" + ) + shape = [128] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.020 + std = 0.080 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_1_modules_conv2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer2_modules_1_modules_conv2_parameters_weight_" + shape = [128, 128, 3, 3] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.011 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_1_modules_bn2_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer2_modules_1_modules_bn2_buffers_running_mean_" + shape = [128] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.009 + std = 0.079 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_1_modules_bn2_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer2_modules_1_modules_bn2_buffers_running_var_" + shape = [128] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.003 + std = 0.003 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_1_modules_bn2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer2_modules_1_modules_bn2_parameters_weight_" + shape = [128] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.091 + std = 0.035 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_1_modules_bn2_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer2_modules_1_modules_bn2_parameters_bias_" + ) + shape = [128] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.015 + std = 0.056 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_1_modules_conv3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer2_modules_1_modules_conv3_parameters_weight_" + shape = [512, 128, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.012 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_1_modules_bn3_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer2_modules_1_modules_bn3_buffers_running_mean_" + shape = [512] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.007 + std = 0.018 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_1_modules_bn3_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer2_modules_1_modules_bn3_buffers_running_var_" + shape = [512] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.000 + std = 0.001 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_1_modules_bn3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer2_modules_1_modules_bn3_parameters_weight_" + shape = [512] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.036 + std = 0.059 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_1_modules_bn3_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer2_modules_1_modules_bn3_parameters_bias_" + ) + shape = [512] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.006 + std = 0.034 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_2_modules_conv1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer2_modules_2_modules_conv1_parameters_weight_" + shape = [128, 512, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.014 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_2_modules_bn1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer2_modules_2_modules_bn1_buffers_running_mean_" + shape = [128] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.017 + std = 0.054 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_2_modules_bn1_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer2_modules_2_modules_bn1_buffers_running_var_" + shape = [128] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.005 + std = 0.002 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_2_modules_bn1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer2_modules_2_modules_bn1_parameters_weight_" + shape = [128] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.102 + std = 0.030 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_2_modules_bn1_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer2_modules_2_modules_bn1_parameters_bias_" + ) + shape = [128] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.004 + std = 0.053 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_2_modules_conv2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer2_modules_2_modules_conv2_parameters_weight_" + shape = [128, 128, 3, 3] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.012 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_2_modules_bn2_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer2_modules_2_modules_bn2_buffers_running_mean_" + shape = [128] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.022 + std = 0.045 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_2_modules_bn2_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer2_modules_2_modules_bn2_buffers_running_var_" + shape = [128] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.003 + std = 0.002 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_2_modules_bn2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer2_modules_2_modules_bn2_parameters_weight_" + shape = [128] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.114 + std = 0.029 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_2_modules_bn2_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer2_modules_2_modules_bn2_parameters_bias_" + ) + shape = [128] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.027 + std = 0.064 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_2_modules_conv3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer2_modules_2_modules_conv3_parameters_weight_" + shape = [512, 128, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.014 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_2_modules_bn3_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer2_modules_2_modules_bn3_buffers_running_mean_" + shape = [512] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.008 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_2_modules_bn3_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer2_modules_2_modules_bn3_buffers_running_var_" + shape = [512] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_2_modules_bn3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer2_modules_2_modules_bn3_parameters_weight_" + shape = [512] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.044 + std = 0.051 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_2_modules_bn3_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer2_modules_2_modules_bn3_parameters_bias_" + ) + shape = [512] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.021 + std = 0.042 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_3_modules_conv1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer2_modules_3_modules_conv1_parameters_weight_" + shape = [128, 512, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.016 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_3_modules_bn1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer2_modules_3_modules_bn1_buffers_running_mean_" + shape = [128] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.042 + std = 0.057 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_3_modules_bn1_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer2_modules_3_modules_bn1_buffers_running_var_" + shape = [128] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.006 + std = 0.003 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_3_modules_bn1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer2_modules_3_modules_bn1_parameters_weight_" + shape = [128] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.123 + std = 0.019 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_3_modules_bn1_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer2_modules_3_modules_bn1_parameters_bias_" + ) + shape = [128] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.021 + std = 0.047 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_3_modules_conv2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer2_modules_3_modules_conv2_parameters_weight_" + shape = [128, 128, 3, 3] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.015 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_3_modules_bn2_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer2_modules_3_modules_bn2_buffers_running_mean_" + shape = [128] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.023 + std = 0.046 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_3_modules_bn2_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer2_modules_3_modules_bn2_buffers_running_var_" + shape = [128] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.005 + std = 0.002 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_3_modules_bn2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer2_modules_3_modules_bn2_parameters_weight_" + shape = [128] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.138 + std = 0.027 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_3_modules_bn2_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer2_modules_3_modules_bn2_parameters_bias_" + ) + shape = [128] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.043 + std = 0.069 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_3_modules_conv3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer2_modules_3_modules_conv3_parameters_weight_" + shape = [512, 128, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.016 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_3_modules_bn3_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer2_modules_3_modules_bn3_buffers_running_mean_" + shape = [512] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.002 + std = 0.012 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_3_modules_bn3_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer2_modules_3_modules_bn3_buffers_running_var_" + shape = [512] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_3_modules_bn3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer2_modules_3_modules_bn3_parameters_weight_" + shape = [512] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.052 + std = 0.060 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_3_modules_bn3_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer2_modules_3_modules_bn3_parameters_bias_" + ) + shape = [512] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.028 + std = 0.043 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_0_modules_conv1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_0_modules_conv1_parameters_weight_" + shape = [256, 512, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.020 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_0_modules_bn1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer3_modules_0_modules_bn1_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.051 + std = 0.045 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_0_modules_bn1_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer3_modules_0_modules_bn1_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.008 + std = 0.003 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_0_modules_bn1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_0_modules_bn1_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.157 + std = 0.025 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_0_modules_bn1_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer3_modules_0_modules_bn1_parameters_bias_" + ) + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.114 + std = 0.052 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_0_modules_conv2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_0_modules_conv2_parameters_weight_" + shape = [256, 256, 3, 3] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.011 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_0_modules_bn2_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer3_modules_0_modules_bn2_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.028 + std = 0.030 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_0_modules_bn2_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer3_modules_0_modules_bn2_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.005 + std = 0.003 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_0_modules_bn2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_0_modules_bn2_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.133 + std = 0.027 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_0_modules_bn2_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer3_modules_0_modules_bn2_parameters_bias_" + ) + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.019 + std = 0.059 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_0_modules_conv3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_0_modules_conv3_parameters_weight_" + shape = [1024, 256, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.014 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_0_modules_bn3_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer3_modules_0_modules_bn3_buffers_running_mean_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.005 + std = 0.021 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_0_modules_bn3_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer3_modules_0_modules_bn3_buffers_running_var_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.000 + std = 0.001 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_0_modules_bn3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_0_modules_bn3_parameters_weight_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.091 + std = 0.069 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_0_modules_bn3_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer3_modules_0_modules_bn3_parameters_bias_" + ) + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.025 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_0_modules_downsample_modules_0_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_0_modules_downsample_modules_0_parameters_weight_" + shape = [1024, 512, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.010 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_0_modules_downsample_modules_1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer3_modules_0_modules_downsample_modules_1_buffers_running_mean_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.006 + std = 0.038 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_0_modules_downsample_modules_1_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer3_modules_0_modules_downsample_modules_1_buffers_running_var_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.002 + std = 0.002 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_0_modules_downsample_modules_1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_0_modules_downsample_modules_1_parameters_weight_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.090 + std = 0.060 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_0_modules_downsample_modules_1_parameters_bias_: + name = "L_self_modules_backbone_modules_layer3_modules_0_modules_downsample_modules_1_parameters_bias_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.025 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_1_modules_conv1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_1_modules_conv1_parameters_weight_" + shape = [256, 1024, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.004 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_1_modules_bn1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer3_modules_1_modules_bn1_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.004 + std = 0.027 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_1_modules_bn1_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer3_modules_1_modules_bn1_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.002 + std = 0.002 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_1_modules_bn1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_1_modules_bn1_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.044 + std = 0.020 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_1_modules_bn1_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer3_modules_1_modules_bn1_parameters_bias_" + ) + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.013 + std = 0.035 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_1_modules_conv2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_1_modules_conv2_parameters_weight_" + shape = [256, 256, 3, 3] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.004 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_1_modules_bn2_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer3_modules_1_modules_bn2_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.008 + std = 0.023 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_1_modules_bn2_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer3_modules_1_modules_bn2_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_1_modules_bn2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_1_modules_bn2_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.054 + std = 0.022 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_1_modules_bn2_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer3_modules_1_modules_bn2_parameters_bias_" + ) + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.028 + std = 0.027 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_1_modules_conv3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_1_modules_conv3_parameters_weight_" + shape = [1024, 256, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.005 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_1_modules_bn3_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer3_modules_1_modules_bn3_buffers_running_mean_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.002 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_1_modules_bn3_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer3_modules_1_modules_bn3_buffers_running_var_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_1_modules_bn3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_1_modules_bn3_parameters_weight_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.017 + std = 0.034 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_1_modules_bn3_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer3_modules_1_modules_bn3_parameters_bias_" + ) + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.010 + std = 0.020 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_2_modules_conv1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_2_modules_conv1_parameters_weight_" + shape = [256, 1024, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.007 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_2_modules_bn1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer3_modules_2_modules_bn1_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.007 + std = 0.061 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_2_modules_bn1_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer3_modules_2_modules_bn1_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.005 + std = 0.004 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_2_modules_bn1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_2_modules_bn1_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.070 + std = 0.026 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_2_modules_bn1_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer3_modules_2_modules_bn1_parameters_bias_" + ) + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.020 + std = 0.038 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_2_modules_conv2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_2_modules_conv2_parameters_weight_" + shape = [256, 256, 3, 3] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.006 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_2_modules_bn2_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer3_modules_2_modules_bn2_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.016 + std = 0.032 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_2_modules_bn2_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer3_modules_2_modules_bn2_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.001 + std = 0.001 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_2_modules_bn2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_2_modules_bn2_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.084 + std = 0.022 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_2_modules_bn2_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer3_modules_2_modules_bn2_parameters_bias_" + ) + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.043 + std = 0.040 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_2_modules_conv3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_2_modules_conv3_parameters_weight_" + shape = [1024, 256, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.008 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_2_modules_bn3_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer3_modules_2_modules_bn3_buffers_running_mean_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.002 + std = 0.006 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_2_modules_bn3_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer3_modules_2_modules_bn3_buffers_running_var_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_2_modules_bn3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_2_modules_bn3_parameters_weight_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.034 + std = 0.046 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_2_modules_bn3_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer3_modules_2_modules_bn3_parameters_bias_" + ) + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.013 + std = 0.022 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_3_modules_conv1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_3_modules_conv1_parameters_weight_" + shape = [256, 1024, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.006 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_3_modules_bn1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer3_modules_3_modules_bn1_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.011 + std = 0.025 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_3_modules_bn1_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer3_modules_3_modules_bn1_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.003 + std = 0.002 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_3_modules_bn1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_3_modules_bn1_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.058 + std = 0.018 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_3_modules_bn1_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer3_modules_3_modules_bn1_parameters_bias_" + ) + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.021 + std = 0.026 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_3_modules_conv2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_3_modules_conv2_parameters_weight_" + shape = [256, 256, 3, 3] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.004 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_3_modules_bn2_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer3_modules_3_modules_bn2_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.014 + std = 0.015 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_3_modules_bn2_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer3_modules_3_modules_bn2_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.001 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_3_modules_bn2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_3_modules_bn2_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.069 + std = 0.019 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_3_modules_bn2_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer3_modules_3_modules_bn2_parameters_bias_" + ) + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.038 + std = 0.031 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_3_modules_conv3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_3_modules_conv3_parameters_weight_" + shape = [1024, 256, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.006 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_3_modules_bn3_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer3_modules_3_modules_bn3_buffers_running_mean_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.003 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_3_modules_bn3_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer3_modules_3_modules_bn3_buffers_running_var_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_3_modules_bn3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_3_modules_bn3_parameters_weight_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.020 + std = 0.036 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_3_modules_bn3_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer3_modules_3_modules_bn3_parameters_bias_" + ) + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.014 + std = 0.020 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_4_modules_conv1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_4_modules_conv1_parameters_weight_" + shape = [256, 1024, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.006 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_4_modules_bn1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer3_modules_4_modules_bn1_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.010 + std = 0.039 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_4_modules_bn1_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer3_modules_4_modules_bn1_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.005 + std = 0.008 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_4_modules_bn1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_4_modules_bn1_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.066 + std = 0.020 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_4_modules_bn1_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer3_modules_4_modules_bn1_parameters_bias_" + ) + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.027 + std = 0.037 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_4_modules_conv2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_4_modules_conv2_parameters_weight_" + shape = [256, 256, 3, 3] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.005 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_4_modules_bn2_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer3_modules_4_modules_bn2_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.013 + std = 0.019 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_4_modules_bn2_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer3_modules_4_modules_bn2_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.001 + std = 0.001 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_4_modules_bn2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_4_modules_bn2_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.076 + std = 0.020 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_4_modules_bn2_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer3_modules_4_modules_bn2_parameters_bias_" + ) + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.039 + std = 0.030 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_4_modules_conv3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_4_modules_conv3_parameters_weight_" + shape = [1024, 256, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.007 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_4_modules_bn3_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer3_modules_4_modules_bn3_buffers_running_mean_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.002 + std = 0.006 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_4_modules_bn3_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer3_modules_4_modules_bn3_buffers_running_var_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_4_modules_bn3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_4_modules_bn3_parameters_weight_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.028 + std = 0.039 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_4_modules_bn3_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer3_modules_4_modules_bn3_parameters_bias_" + ) + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.015 + std = 0.022 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_5_modules_conv1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_5_modules_conv1_parameters_weight_" + shape = [256, 1024, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.008 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_5_modules_bn1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer3_modules_5_modules_bn1_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.009 + std = 0.031 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_5_modules_bn1_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer3_modules_5_modules_bn1_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.004 + std = 0.001 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_5_modules_bn1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_5_modules_bn1_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.083 + std = 0.017 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_5_modules_bn1_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer3_modules_5_modules_bn1_parameters_bias_" + ) + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.055 + std = 0.030 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_5_modules_conv2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_5_modules_conv2_parameters_weight_" + shape = [256, 256, 3, 3] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.006 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_5_modules_bn2_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer3_modules_5_modules_bn2_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.015 + std = 0.015 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_5_modules_bn2_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer3_modules_5_modules_bn2_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.001 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_5_modules_bn2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_5_modules_bn2_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.091 + std = 0.018 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_5_modules_bn2_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer3_modules_5_modules_bn2_parameters_bias_" + ) + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.062 + std = 0.027 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_5_modules_conv3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_5_modules_conv3_parameters_weight_" + shape = [1024, 256, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.008 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_5_modules_bn3_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer3_modules_5_modules_bn3_buffers_running_mean_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.002 + std = 0.004 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_5_modules_bn3_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer3_modules_5_modules_bn3_buffers_running_var_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_5_modules_bn3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_5_modules_bn3_parameters_weight_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.034 + std = 0.040 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_5_modules_bn3_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer3_modules_5_modules_bn3_parameters_bias_" + ) + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.020 + std = 0.027 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_6_modules_conv1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_6_modules_conv1_parameters_weight_" + shape = [256, 1024, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.008 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_6_modules_bn1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer3_modules_6_modules_bn1_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.016 + std = 0.033 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_6_modules_bn1_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer3_modules_6_modules_bn1_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.004 + std = 0.002 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_6_modules_bn1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_6_modules_bn1_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.088 + std = 0.019 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_6_modules_bn1_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer3_modules_6_modules_bn1_parameters_bias_" + ) + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.056 + std = 0.034 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_6_modules_conv2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_6_modules_conv2_parameters_weight_" + shape = [256, 256, 3, 3] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.007 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_6_modules_bn2_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer3_modules_6_modules_bn2_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.017 + std = 0.017 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_6_modules_bn2_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer3_modules_6_modules_bn2_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.001 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_6_modules_bn2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_6_modules_bn2_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.094 + std = 0.019 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_6_modules_bn2_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer3_modules_6_modules_bn2_parameters_bias_" + ) + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.066 + std = 0.030 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_6_modules_conv3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_6_modules_conv3_parameters_weight_" + shape = [1024, 256, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.009 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_6_modules_bn3_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer3_modules_6_modules_bn3_buffers_running_mean_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.002 + std = 0.004 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_6_modules_bn3_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer3_modules_6_modules_bn3_buffers_running_var_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_6_modules_bn3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_6_modules_bn3_parameters_weight_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.041 + std = 0.036 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_6_modules_bn3_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer3_modules_6_modules_bn3_parameters_bias_" + ) + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.027 + std = 0.029 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_7_modules_conv1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_7_modules_conv1_parameters_weight_" + shape = [256, 1024, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.009 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_7_modules_bn1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer3_modules_7_modules_bn1_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.020 + std = 0.041 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_7_modules_bn1_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer3_modules_7_modules_bn1_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.004 + std = 0.002 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_7_modules_bn1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_7_modules_bn1_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.095 + std = 0.020 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_7_modules_bn1_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer3_modules_7_modules_bn1_parameters_bias_" + ) + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.058 + std = 0.038 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_7_modules_conv2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_7_modules_conv2_parameters_weight_" + shape = [256, 256, 3, 3] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.007 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_7_modules_bn2_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer3_modules_7_modules_bn2_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.023 + std = 0.022 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_7_modules_bn2_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer3_modules_7_modules_bn2_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.001 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_7_modules_bn2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_7_modules_bn2_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.106 + std = 0.018 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_7_modules_bn2_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer3_modules_7_modules_bn2_parameters_bias_" + ) + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.075 + std = 0.033 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_7_modules_conv3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_7_modules_conv3_parameters_weight_" + shape = [1024, 256, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.010 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_7_modules_bn3_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer3_modules_7_modules_bn3_buffers_running_mean_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.002 + std = 0.005 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_7_modules_bn3_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer3_modules_7_modules_bn3_buffers_running_var_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_7_modules_bn3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_7_modules_bn3_parameters_weight_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.050 + std = 0.039 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_7_modules_bn3_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer3_modules_7_modules_bn3_parameters_bias_" + ) + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.031 + std = 0.027 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_8_modules_conv1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_8_modules_conv1_parameters_weight_" + shape = [256, 1024, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.010 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_8_modules_bn1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer3_modules_8_modules_bn1_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.025 + std = 0.032 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_8_modules_bn1_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer3_modules_8_modules_bn1_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.004 + std = 0.001 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_8_modules_bn1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_8_modules_bn1_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.096 + std = 0.019 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_8_modules_bn1_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer3_modules_8_modules_bn1_parameters_bias_" + ) + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.068 + std = 0.038 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_8_modules_conv2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_8_modules_conv2_parameters_weight_" + shape = [256, 256, 3, 3] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.008 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_8_modules_bn2_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer3_modules_8_modules_bn2_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.023 + std = 0.017 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_8_modules_bn2_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer3_modules_8_modules_bn2_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.001 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_8_modules_bn2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_8_modules_bn2_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.110 + std = 0.018 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_8_modules_bn2_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer3_modules_8_modules_bn2_parameters_bias_" + ) + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.086 + std = 0.026 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_8_modules_conv3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_8_modules_conv3_parameters_weight_" + shape = [1024, 256, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.010 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_8_modules_bn3_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer3_modules_8_modules_bn3_buffers_running_mean_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.002 + std = 0.004 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_8_modules_bn3_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer3_modules_8_modules_bn3_buffers_running_var_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_8_modules_bn3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_8_modules_bn3_parameters_weight_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.047 + std = 0.039 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_8_modules_bn3_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer3_modules_8_modules_bn3_parameters_bias_" + ) + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.032 + std = 0.029 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_9_modules_conv1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_9_modules_conv1_parameters_weight_" + shape = [256, 1024, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.009 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_9_modules_bn1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer3_modules_9_modules_bn1_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.024 + std = 0.042 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_9_modules_bn1_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer3_modules_9_modules_bn1_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.004 + std = 0.002 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_9_modules_bn1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_9_modules_bn1_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.090 + std = 0.021 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_9_modules_bn1_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer3_modules_9_modules_bn1_parameters_bias_" + ) + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.047 + std = 0.036 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_9_modules_conv2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_9_modules_conv2_parameters_weight_" + shape = [256, 256, 3, 3] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.008 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_9_modules_bn2_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer3_modules_9_modules_bn2_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.023 + std = 0.025 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_9_modules_bn2_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer3_modules_9_modules_bn2_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.002 + std = 0.001 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_9_modules_bn2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_9_modules_bn2_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.111 + std = 0.016 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_9_modules_bn2_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer3_modules_9_modules_bn2_parameters_bias_" + ) + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.074 + std = 0.034 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_9_modules_conv3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_9_modules_conv3_parameters_weight_" + shape = [1024, 256, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.010 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_9_modules_bn3_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer3_modules_9_modules_bn3_buffers_running_mean_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.003 + std = 0.005 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_9_modules_bn3_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer3_modules_9_modules_bn3_buffers_running_var_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_9_modules_bn3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_9_modules_bn3_parameters_weight_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.050 + std = 0.036 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_9_modules_bn3_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer3_modules_9_modules_bn3_parameters_bias_" + ) + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.026 + std = 0.026 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_10_modules_conv1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_10_modules_conv1_parameters_weight_" + shape = [256, 1024, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.010 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_10_modules_bn1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer3_modules_10_modules_bn1_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.025 + std = 0.032 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_10_modules_bn1_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer3_modules_10_modules_bn1_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.005 + std = 0.002 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_10_modules_bn1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_10_modules_bn1_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.102 + std = 0.022 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_10_modules_bn1_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer3_modules_10_modules_bn1_parameters_bias_" + ) + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.051 + std = 0.042 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_10_modules_conv2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_10_modules_conv2_parameters_weight_" + shape = [256, 256, 3, 3] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.009 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_10_modules_bn2_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer3_modules_10_modules_bn2_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.031 + std = 0.028 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_10_modules_bn2_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer3_modules_10_modules_bn2_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.002 + std = 0.001 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_10_modules_bn2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_10_modules_bn2_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.121 + std = 0.024 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_10_modules_bn2_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer3_modules_10_modules_bn2_parameters_bias_" + ) + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.083 + std = 0.041 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_10_modules_conv3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_10_modules_conv3_parameters_weight_" + shape = [1024, 256, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.010 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_10_modules_bn3_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer3_modules_10_modules_bn3_buffers_running_mean_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.003 + std = 0.006 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_10_modules_bn3_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer3_modules_10_modules_bn3_buffers_running_var_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_10_modules_bn3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_10_modules_bn3_parameters_weight_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.050 + std = 0.038 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_10_modules_bn3_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer3_modules_10_modules_bn3_parameters_bias_" + ) + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.028 + std = 0.023 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_11_modules_conv1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_11_modules_conv1_parameters_weight_" + shape = [256, 1024, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.010 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_11_modules_bn1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer3_modules_11_modules_bn1_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.021 + std = 0.028 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_11_modules_bn1_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer3_modules_11_modules_bn1_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.005 + std = 0.002 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_11_modules_bn1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_11_modules_bn1_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.102 + std = 0.020 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_11_modules_bn1_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer3_modules_11_modules_bn1_parameters_bias_" + ) + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.057 + std = 0.044 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_11_modules_conv2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_11_modules_conv2_parameters_weight_" + shape = [256, 256, 3, 3] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.009 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_11_modules_bn2_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer3_modules_11_modules_bn2_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.029 + std = 0.028 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_11_modules_bn2_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer3_modules_11_modules_bn2_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.002 + std = 0.001 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_11_modules_bn2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_11_modules_bn2_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.120 + std = 0.022 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_11_modules_bn2_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer3_modules_11_modules_bn2_parameters_bias_" + ) + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.080 + std = 0.043 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_11_modules_conv3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_11_modules_conv3_parameters_weight_" + shape = [1024, 256, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.010 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_11_modules_bn3_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer3_modules_11_modules_bn3_buffers_running_mean_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.003 + std = 0.005 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_11_modules_bn3_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer3_modules_11_modules_bn3_buffers_running_var_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_11_modules_bn3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_11_modules_bn3_parameters_weight_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.052 + std = 0.042 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_11_modules_bn3_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer3_modules_11_modules_bn3_parameters_bias_" + ) + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.034 + std = 0.034 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_12_modules_conv1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_12_modules_conv1_parameters_weight_" + shape = [256, 1024, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.011 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_12_modules_bn1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer3_modules_12_modules_bn1_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.023 + std = 0.041 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_12_modules_bn1_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer3_modules_12_modules_bn1_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.004 + std = 0.002 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_12_modules_bn1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_12_modules_bn1_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.109 + std = 0.026 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_12_modules_bn1_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer3_modules_12_modules_bn1_parameters_bias_" + ) + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.070 + std = 0.046 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_12_modules_conv2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_12_modules_conv2_parameters_weight_" + shape = [256, 256, 3, 3] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.009 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_12_modules_bn2_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer3_modules_12_modules_bn2_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.026 + std = 0.030 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_12_modules_bn2_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer3_modules_12_modules_bn2_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.002 + std = 0.001 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_12_modules_bn2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_12_modules_bn2_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.109 + std = 0.023 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_12_modules_bn2_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer3_modules_12_modules_bn2_parameters_bias_" + ) + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.063 + std = 0.045 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_12_modules_conv3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_12_modules_conv3_parameters_weight_" + shape = [1024, 256, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.010 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_12_modules_bn3_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer3_modules_12_modules_bn3_buffers_running_mean_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.004 + std = 0.005 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_12_modules_bn3_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer3_modules_12_modules_bn3_buffers_running_var_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_12_modules_bn3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_12_modules_bn3_parameters_weight_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.058 + std = 0.036 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_12_modules_bn3_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer3_modules_12_modules_bn3_parameters_bias_" + ) + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.029 + std = 0.028 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_13_modules_conv1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_13_modules_conv1_parameters_weight_" + shape = [256, 1024, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.011 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_13_modules_bn1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer3_modules_13_modules_bn1_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.010 + std = 0.029 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_13_modules_bn1_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer3_modules_13_modules_bn1_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.004 + std = 0.001 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_13_modules_bn1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_13_modules_bn1_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.111 + std = 0.027 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_13_modules_bn1_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer3_modules_13_modules_bn1_parameters_bias_" + ) + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.080 + std = 0.057 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_13_modules_conv2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_13_modules_conv2_parameters_weight_" + shape = [256, 256, 3, 3] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.009 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_13_modules_bn2_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer3_modules_13_modules_bn2_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.021 + std = 0.023 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_13_modules_bn2_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer3_modules_13_modules_bn2_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.001 + std = 0.001 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_13_modules_bn2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_13_modules_bn2_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.107 + std = 0.020 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_13_modules_bn2_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer3_modules_13_modules_bn2_parameters_bias_" + ) + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.066 + std = 0.047 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_13_modules_conv3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_13_modules_conv3_parameters_weight_" + shape = [1024, 256, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.010 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_13_modules_bn3_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer3_modules_13_modules_bn3_buffers_running_mean_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.003 + std = 0.004 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_13_modules_bn3_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer3_modules_13_modules_bn3_buffers_running_var_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_13_modules_bn3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_13_modules_bn3_parameters_weight_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.058 + std = 0.033 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_13_modules_bn3_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer3_modules_13_modules_bn3_parameters_bias_" + ) + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.034 + std = 0.027 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_14_modules_conv1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_14_modules_conv1_parameters_weight_" + shape = [256, 1024, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.012 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_14_modules_bn1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer3_modules_14_modules_bn1_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.020 + std = 0.028 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_14_modules_bn1_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer3_modules_14_modules_bn1_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.004 + std = 0.002 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_14_modules_bn1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_14_modules_bn1_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.119 + std = 0.032 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_14_modules_bn1_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer3_modules_14_modules_bn1_parameters_bias_" + ) + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.082 + std = 0.056 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_14_modules_conv2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_14_modules_conv2_parameters_weight_" + shape = [256, 256, 3, 3] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.009 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_14_modules_bn2_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer3_modules_14_modules_bn2_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.034 + std = 0.029 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_14_modules_bn2_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer3_modules_14_modules_bn2_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.002 + std = 0.001 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_14_modules_bn2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_14_modules_bn2_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.113 + std = 0.021 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_14_modules_bn2_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer3_modules_14_modules_bn2_parameters_bias_" + ) + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.071 + std = 0.046 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_14_modules_conv3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_14_modules_conv3_parameters_weight_" + shape = [1024, 256, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.010 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_14_modules_bn3_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer3_modules_14_modules_bn3_buffers_running_mean_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.002 + std = 0.005 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_14_modules_bn3_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer3_modules_14_modules_bn3_buffers_running_var_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_14_modules_bn3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_14_modules_bn3_parameters_weight_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.054 + std = 0.039 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_14_modules_bn3_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer3_modules_14_modules_bn3_parameters_bias_" + ) + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.025 + std = 0.024 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_15_modules_conv1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_15_modules_conv1_parameters_weight_" + shape = [256, 1024, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.010 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_15_modules_bn1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer3_modules_15_modules_bn1_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.011 + std = 0.028 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_15_modules_bn1_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer3_modules_15_modules_bn1_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.003 + std = 0.002 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_15_modules_bn1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_15_modules_bn1_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.096 + std = 0.025 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_15_modules_bn1_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer3_modules_15_modules_bn1_parameters_bias_" + ) + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.054 + std = 0.044 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_15_modules_conv2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_15_modules_conv2_parameters_weight_" + shape = [256, 256, 3, 3] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.008 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_15_modules_bn2_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer3_modules_15_modules_bn2_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.025 + std = 0.031 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_15_modules_bn2_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer3_modules_15_modules_bn2_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.001 + std = 0.001 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_15_modules_bn2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_15_modules_bn2_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.094 + std = 0.020 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_15_modules_bn2_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer3_modules_15_modules_bn2_parameters_bias_" + ) + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.052 + std = 0.044 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_15_modules_conv3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_15_modules_conv3_parameters_weight_" + shape = [1024, 256, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.009 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_15_modules_bn3_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer3_modules_15_modules_bn3_buffers_running_mean_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.002 + std = 0.004 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_15_modules_bn3_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer3_modules_15_modules_bn3_buffers_running_var_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_15_modules_bn3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_15_modules_bn3_parameters_weight_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.045 + std = 0.038 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_15_modules_bn3_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer3_modules_15_modules_bn3_parameters_bias_" + ) + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.021 + std = 0.026 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_16_modules_conv1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_16_modules_conv1_parameters_weight_" + shape = [256, 1024, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.010 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_16_modules_bn1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer3_modules_16_modules_bn1_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.006 + std = 0.034 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_16_modules_bn1_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer3_modules_16_modules_bn1_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.004 + std = 0.002 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_16_modules_bn1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_16_modules_bn1_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.100 + std = 0.026 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_16_modules_bn1_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer3_modules_16_modules_bn1_parameters_bias_" + ) + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.062 + std = 0.052 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_16_modules_conv2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_16_modules_conv2_parameters_weight_" + shape = [256, 256, 3, 3] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.008 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_16_modules_bn2_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer3_modules_16_modules_bn2_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.019 + std = 0.022 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_16_modules_bn2_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer3_modules_16_modules_bn2_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.001 + std = 0.001 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_16_modules_bn2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_16_modules_bn2_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.092 + std = 0.021 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_16_modules_bn2_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer3_modules_16_modules_bn2_parameters_bias_" + ) + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.049 + std = 0.044 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_16_modules_conv3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_16_modules_conv3_parameters_weight_" + shape = [1024, 256, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.008 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_16_modules_bn3_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer3_modules_16_modules_bn3_buffers_running_mean_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.002 + std = 0.004 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_16_modules_bn3_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer3_modules_16_modules_bn3_buffers_running_var_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_16_modules_bn3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_16_modules_bn3_parameters_weight_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.048 + std = 0.036 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_16_modules_bn3_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer3_modules_16_modules_bn3_parameters_bias_" + ) + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.020 + std = 0.024 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_17_modules_conv1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_17_modules_conv1_parameters_weight_" + shape = [256, 1024, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.010 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_17_modules_bn1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer3_modules_17_modules_bn1_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.011 + std = 0.028 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_17_modules_bn1_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer3_modules_17_modules_bn1_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.003 + std = 0.002 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_17_modules_bn1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_17_modules_bn1_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.096 + std = 0.023 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_17_modules_bn1_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer3_modules_17_modules_bn1_parameters_bias_" + ) + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.048 + std = 0.044 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_17_modules_conv2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_17_modules_conv2_parameters_weight_" + shape = [256, 256, 3, 3] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.008 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_17_modules_bn2_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer3_modules_17_modules_bn2_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.024 + std = 0.026 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_17_modules_bn2_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer3_modules_17_modules_bn2_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.002 + std = 0.001 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_17_modules_bn2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_17_modules_bn2_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.102 + std = 0.022 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_17_modules_bn2_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer3_modules_17_modules_bn2_parameters_bias_" + ) + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.051 + std = 0.053 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_17_modules_conv3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_17_modules_conv3_parameters_weight_" + shape = [1024, 256, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.009 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_17_modules_bn3_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer3_modules_17_modules_bn3_buffers_running_mean_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.002 + std = 0.005 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_17_modules_bn3_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer3_modules_17_modules_bn3_buffers_running_var_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_17_modules_bn3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_17_modules_bn3_parameters_weight_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.049 + std = 0.043 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_17_modules_bn3_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer3_modules_17_modules_bn3_parameters_bias_" + ) + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.026 + std = 0.028 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_18_modules_conv1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_18_modules_conv1_parameters_weight_" + shape = [256, 1024, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.011 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_18_modules_bn1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer3_modules_18_modules_bn1_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.011 + std = 0.028 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_18_modules_bn1_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer3_modules_18_modules_bn1_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.004 + std = 0.002 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_18_modules_bn1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_18_modules_bn1_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.106 + std = 0.021 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_18_modules_bn1_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer3_modules_18_modules_bn1_parameters_bias_" + ) + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.073 + std = 0.045 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_18_modules_conv2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_18_modules_conv2_parameters_weight_" + shape = [256, 256, 3, 3] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.008 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_18_modules_bn2_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer3_modules_18_modules_bn2_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.022 + std = 0.020 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_18_modules_bn2_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer3_modules_18_modules_bn2_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.001 + std = 0.001 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_18_modules_bn2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_18_modules_bn2_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.101 + std = 0.017 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_18_modules_bn2_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer3_modules_18_modules_bn2_parameters_bias_" + ) + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.060 + std = 0.042 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_18_modules_conv3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_18_modules_conv3_parameters_weight_" + shape = [1024, 256, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.009 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_18_modules_bn3_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer3_modules_18_modules_bn3_buffers_running_mean_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.003 + std = 0.004 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_18_modules_bn3_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer3_modules_18_modules_bn3_buffers_running_var_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_18_modules_bn3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_18_modules_bn3_parameters_weight_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.053 + std = 0.037 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_18_modules_bn3_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer3_modules_18_modules_bn3_parameters_bias_" + ) + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.035 + std = 0.034 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_19_modules_conv1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_19_modules_conv1_parameters_weight_" + shape = [256, 1024, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.012 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_19_modules_bn1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer3_modules_19_modules_bn1_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.022 + std = 0.031 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_19_modules_bn1_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer3_modules_19_modules_bn1_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.004 + std = 0.002 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_19_modules_bn1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_19_modules_bn1_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.114 + std = 0.020 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_19_modules_bn1_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer3_modules_19_modules_bn1_parameters_bias_" + ) + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.090 + std = 0.042 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_19_modules_conv2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_19_modules_conv2_parameters_weight_" + shape = [256, 256, 3, 3] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.008 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_19_modules_bn2_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer3_modules_19_modules_bn2_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.020 + std = 0.022 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_19_modules_bn2_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer3_modules_19_modules_bn2_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.001 + std = 0.001 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_19_modules_bn2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_19_modules_bn2_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.104 + std = 0.017 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_19_modules_bn2_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer3_modules_19_modules_bn2_parameters_bias_" + ) + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.071 + std = 0.045 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_19_modules_conv3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_19_modules_conv3_parameters_weight_" + shape = [1024, 256, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.010 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_19_modules_bn3_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer3_modules_19_modules_bn3_buffers_running_mean_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.003 + std = 0.005 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_19_modules_bn3_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer3_modules_19_modules_bn3_buffers_running_var_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_19_modules_bn3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_19_modules_bn3_parameters_weight_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.055 + std = 0.033 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_19_modules_bn3_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer3_modules_19_modules_bn3_parameters_bias_" + ) + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.035 + std = 0.027 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_20_modules_conv1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_20_modules_conv1_parameters_weight_" + shape = [256, 1024, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.013 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_20_modules_bn1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer3_modules_20_modules_bn1_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.020 + std = 0.031 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_20_modules_bn1_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer3_modules_20_modules_bn1_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.004 + std = 0.002 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_20_modules_bn1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_20_modules_bn1_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.119 + std = 0.018 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_20_modules_bn1_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer3_modules_20_modules_bn1_parameters_bias_" + ) + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.099 + std = 0.039 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_20_modules_conv2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_20_modules_conv2_parameters_weight_" + shape = [256, 256, 3, 3] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.008 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_20_modules_bn2_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer3_modules_20_modules_bn2_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.022 + std = 0.015 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_20_modules_bn2_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer3_modules_20_modules_bn2_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.001 + std = 0.001 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_20_modules_bn2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_20_modules_bn2_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.110 + std = 0.019 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_20_modules_bn2_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer3_modules_20_modules_bn2_parameters_bias_" + ) + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.074 + std = 0.040 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_20_modules_conv3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_20_modules_conv3_parameters_weight_" + shape = [1024, 256, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.010 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_20_modules_bn3_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer3_modules_20_modules_bn3_buffers_running_mean_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.004 + std = 0.006 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_20_modules_bn3_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer3_modules_20_modules_bn3_buffers_running_var_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_20_modules_bn3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_20_modules_bn3_parameters_weight_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.055 + std = 0.036 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_20_modules_bn3_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer3_modules_20_modules_bn3_parameters_bias_" + ) + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.038 + std = 0.030 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_21_modules_conv1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_21_modules_conv1_parameters_weight_" + shape = [256, 1024, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.013 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_21_modules_bn1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer3_modules_21_modules_bn1_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.021 + std = 0.032 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_21_modules_bn1_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer3_modules_21_modules_bn1_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.004 + std = 0.002 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_21_modules_bn1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_21_modules_bn1_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.127 + std = 0.030 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_21_modules_bn1_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer3_modules_21_modules_bn1_parameters_bias_" + ) + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.107 + std = 0.052 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_21_modules_conv2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_21_modules_conv2_parameters_weight_" + shape = [256, 256, 3, 3] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.008 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_21_modules_bn2_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer3_modules_21_modules_bn2_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.021 + std = 0.022 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_21_modules_bn2_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer3_modules_21_modules_bn2_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.001 + std = 0.001 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_21_modules_bn2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_21_modules_bn2_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.108 + std = 0.017 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_21_modules_bn2_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer3_modules_21_modules_bn2_parameters_bias_" + ) + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.062 + std = 0.043 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_21_modules_conv3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_21_modules_conv3_parameters_weight_" + shape = [1024, 256, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.009 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_21_modules_bn3_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer3_modules_21_modules_bn3_buffers_running_mean_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.006 + std = 0.007 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_21_modules_bn3_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer3_modules_21_modules_bn3_buffers_running_var_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_21_modules_bn3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_21_modules_bn3_parameters_weight_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.054 + std = 0.035 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_21_modules_bn3_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer3_modules_21_modules_bn3_parameters_bias_" + ) + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.036 + std = 0.028 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_22_modules_conv1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_22_modules_conv1_parameters_weight_" + shape = [256, 1024, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.012 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_22_modules_bn1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer3_modules_22_modules_bn1_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.021 + std = 0.033 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_22_modules_bn1_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer3_modules_22_modules_bn1_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.004 + std = 0.002 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_22_modules_bn1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_22_modules_bn1_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.130 + std = 0.026 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_22_modules_bn1_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer3_modules_22_modules_bn1_parameters_bias_" + ) + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.082 + std = 0.047 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_22_modules_conv2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_22_modules_conv2_parameters_weight_" + shape = [256, 256, 3, 3] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.008 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_22_modules_bn2_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer3_modules_22_modules_bn2_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.019 + std = 0.034 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_22_modules_bn2_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer3_modules_22_modules_bn2_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.003 + std = 0.002 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_22_modules_bn2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_22_modules_bn2_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.125 + std = 0.042 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_22_modules_bn2_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer3_modules_22_modules_bn2_parameters_bias_" + ) + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.046 + std = 0.048 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_22_modules_conv3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_22_modules_conv3_parameters_weight_" + shape = [1024, 256, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.010 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_22_modules_bn3_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer3_modules_22_modules_bn3_buffers_running_mean_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.008 + std = 0.010 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_22_modules_bn3_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer3_modules_22_modules_bn3_buffers_running_var_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_22_modules_bn3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_22_modules_bn3_parameters_weight_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.052 + std = 0.045 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_22_modules_bn3_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer3_modules_22_modules_bn3_parameters_bias_" + ) + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.037 + std = 0.034 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_0_modules_conv1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer4_modules_0_modules_conv1_parameters_weight_" + shape = [512, 1024, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.013 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_0_modules_bn1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer4_modules_0_modules_bn1_buffers_running_mean_" + shape = [512] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.004 + std = 0.031 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_0_modules_bn1_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer4_modules_0_modules_bn1_buffers_running_var_" + shape = [512] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.003 + std = 0.001 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_0_modules_bn1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer4_modules_0_modules_bn1_parameters_weight_" + shape = [512] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.116 + std = 0.012 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_0_modules_bn1_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer4_modules_0_modules_bn1_parameters_bias_" + ) + shape = [512] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.130 + std = 0.025 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_0_modules_conv2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer4_modules_0_modules_conv2_parameters_weight_" + shape = [512, 512, 3, 3] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.006 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_0_modules_bn2_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer4_modules_0_modules_bn2_buffers_running_mean_" + shape = [512] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.015 + std = 0.009 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_0_modules_bn2_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer4_modules_0_modules_bn2_buffers_running_var_" + shape = [512] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.001 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_0_modules_bn2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer4_modules_0_modules_bn2_parameters_weight_" + shape = [512] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.102 + std = 0.012 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_0_modules_bn2_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer4_modules_0_modules_bn2_parameters_bias_" + ) + shape = [512] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.069 + std = 0.021 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_0_modules_conv3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer4_modules_0_modules_conv3_parameters_weight_" + shape = [2048, 512, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.007 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_0_modules_bn3_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer4_modules_0_modules_bn3_buffers_running_mean_" + shape = [2048] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.002 + std = 0.004 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_0_modules_bn3_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer4_modules_0_modules_bn3_buffers_running_var_" + shape = [2048] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_0_modules_bn3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer4_modules_0_modules_bn3_parameters_weight_" + shape = [2048] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.151 + std = 0.031 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_0_modules_bn3_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer4_modules_0_modules_bn3_parameters_bias_" + ) + shape = [2048] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.019 + std = 0.016 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_0_modules_downsample_modules_0_parameters_weight_: + name = "L_self_modules_backbone_modules_layer4_modules_0_modules_downsample_modules_0_parameters_weight_" + shape = [2048, 1024, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.006 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_0_modules_downsample_modules_1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer4_modules_0_modules_downsample_modules_1_buffers_running_mean_" + shape = [2048] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.014 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_0_modules_downsample_modules_1_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer4_modules_0_modules_downsample_modules_1_buffers_running_var_" + shape = [2048] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_0_modules_downsample_modules_1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer4_modules_0_modules_downsample_modules_1_parameters_weight_" + shape = [2048] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.153 + std = 0.043 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_0_modules_downsample_modules_1_parameters_bias_: + name = "L_self_modules_backbone_modules_layer4_modules_0_modules_downsample_modules_1_parameters_bias_" + shape = [2048] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.019 + std = 0.016 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_1_modules_conv1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer4_modules_1_modules_conv1_parameters_weight_" + shape = [512, 2048, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.008 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_1_modules_bn1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer4_modules_1_modules_bn1_buffers_running_mean_" + shape = [512] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.095 + std = 0.068 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_1_modules_bn1_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer4_modules_1_modules_bn1_buffers_running_var_" + shape = [512] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.017 + std = 0.006 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_1_modules_bn1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer4_modules_1_modules_bn1_parameters_weight_" + shape = [512] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.104 + std = 0.014 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_1_modules_bn1_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer4_modules_1_modules_bn1_parameters_bias_" + ) + shape = [512] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.081 + std = 0.027 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_1_modules_conv2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer4_modules_1_modules_conv2_parameters_weight_" + shape = [512, 512, 3, 3] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.006 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_1_modules_bn2_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer4_modules_1_modules_bn2_buffers_running_mean_" + shape = [512] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.033 + std = 0.022 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_1_modules_bn2_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer4_modules_1_modules_bn2_buffers_running_var_" + shape = [512] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.001 + std = 0.001 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_1_modules_bn2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer4_modules_1_modules_bn2_parameters_weight_" + shape = [512] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.102 + std = 0.017 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_1_modules_bn2_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer4_modules_1_modules_bn2_parameters_bias_" + ) + shape = [512] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.067 + std = 0.019 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_1_modules_conv3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer4_modules_1_modules_conv3_parameters_weight_" + shape = [2048, 512, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.007 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_1_modules_bn3_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer4_modules_1_modules_bn3_buffers_running_mean_" + shape = [2048] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.002 + std = 0.005 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_1_modules_bn3_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer4_modules_1_modules_bn3_buffers_running_var_" + shape = [2048] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_1_modules_bn3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer4_modules_1_modules_bn3_parameters_weight_" + shape = [2048] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.150 + std = 0.033 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_1_modules_bn3_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer4_modules_1_modules_bn3_parameters_bias_" + ) + shape = [2048] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.024 + std = 0.012 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_2_modules_conv1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer4_modules_2_modules_conv1_parameters_weight_" + shape = [512, 2048, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.008 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_2_modules_bn1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer4_modules_2_modules_bn1_buffers_running_mean_" + shape = [512] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.090 + std = 0.085 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_2_modules_bn1_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer4_modules_2_modules_bn1_buffers_running_var_" + shape = [512] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.028 + std = 0.011 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_2_modules_bn1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer4_modules_2_modules_bn1_parameters_weight_" + shape = [512] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.099 + std = 0.014 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_2_modules_bn1_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer4_modules_2_modules_bn1_parameters_bias_" + ) + shape = [512] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.089 + std = 0.024 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_2_modules_conv2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer4_modules_2_modules_conv2_parameters_weight_" + shape = [512, 512, 3, 3] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.005 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_2_modules_bn2_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer4_modules_2_modules_bn2_buffers_running_mean_" + shape = [512] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.015 + std = 0.009 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_2_modules_bn2_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer4_modules_2_modules_bn2_buffers_running_var_" + shape = [512] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.001 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_2_modules_bn2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer4_modules_2_modules_bn2_parameters_weight_" + shape = [512] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.098 + std = 0.016 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_2_modules_bn2_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer4_modules_2_modules_bn2_parameters_bias_" + ) + shape = [512] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.054 + std = 0.020 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_2_modules_conv3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer4_modules_2_modules_conv3_parameters_weight_" + shape = [2048, 512, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.007 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_2_modules_bn3_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer4_modules_2_modules_bn3_buffers_running_mean_" + shape = [2048] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.005 + std = 0.006 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_2_modules_bn3_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer4_modules_2_modules_bn3_buffers_running_var_" + shape = [2048] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_2_modules_bn3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer4_modules_2_modules_bn3_parameters_weight_" + shape = [2048] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.230 + std = 0.052 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_2_modules_bn3_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer4_modules_2_modules_bn3_parameters_bias_" + ) + shape = [2048] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.013 + std = 0.009 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_0_modules_convs_modules_0_modules_0_parameters_weight_: + name = "L_self_modules_classifier_modules_0_modules_convs_modules_0_modules_0_parameters_weight_" + shape = [256, 2048, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.006 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_0_modules_convs_modules_0_modules_1_buffers_running_mean_: + name = "L_self_modules_classifier_modules_0_modules_convs_modules_0_modules_1_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.073 + std = 0.071 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_0_modules_convs_modules_0_modules_1_buffers_running_var_: + name = "L_self_modules_classifier_modules_0_modules_convs_modules_0_modules_1_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.018 + std = 0.014 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_0_modules_convs_modules_0_modules_1_parameters_weight_: + name = "L_self_modules_classifier_modules_0_modules_convs_modules_0_modules_1_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.207 + std = 0.112 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_0_modules_convs_modules_0_modules_1_parameters_bias_: + name = "L_self_modules_classifier_modules_0_modules_convs_modules_0_modules_1_parameters_bias_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.013 + std = 0.013 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_0_modules_convs_modules_1_modules_0_parameters_weight_: + name = "L_self_modules_classifier_modules_0_modules_convs_modules_1_modules_0_parameters_weight_" + shape = [256, 2048, 3, 3] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.003 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_0_modules_convs_modules_1_modules_1_buffers_running_mean_: + name = "L_self_modules_classifier_modules_0_modules_convs_modules_1_modules_1_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.134 + std = 0.173 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_0_modules_convs_modules_1_modules_1_buffers_running_var_: + name = "L_self_modules_classifier_modules_0_modules_convs_modules_1_modules_1_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.084 + std = 0.065 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_0_modules_convs_modules_1_modules_1_parameters_weight_: + name = "L_self_modules_classifier_modules_0_modules_convs_modules_1_modules_1_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.215 + std = 0.105 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_0_modules_convs_modules_1_modules_1_parameters_bias_: + name = "L_self_modules_classifier_modules_0_modules_convs_modules_1_modules_1_parameters_bias_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.015 + std = 0.015 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_0_modules_convs_modules_2_modules_0_parameters_weight_: + name = "L_self_modules_classifier_modules_0_modules_convs_modules_2_modules_0_parameters_weight_" + shape = [256, 2048, 3, 3] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.002 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_0_modules_convs_modules_2_modules_1_buffers_running_mean_: + name = "L_self_modules_classifier_modules_0_modules_convs_modules_2_modules_1_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.103 + std = 0.120 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_0_modules_convs_modules_2_modules_1_buffers_running_var_: + name = "L_self_modules_classifier_modules_0_modules_convs_modules_2_modules_1_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.037 + std = 0.028 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_0_modules_convs_modules_2_modules_1_parameters_weight_: + name = "L_self_modules_classifier_modules_0_modules_convs_modules_2_modules_1_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.194 + std = 0.102 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_0_modules_convs_modules_2_modules_1_parameters_bias_: + name = "L_self_modules_classifier_modules_0_modules_convs_modules_2_modules_1_parameters_bias_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.020 + std = 0.016 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_0_modules_convs_modules_3_modules_0_parameters_weight_: + name = "L_self_modules_classifier_modules_0_modules_convs_modules_3_modules_0_parameters_weight_" + shape = [256, 2048, 3, 3] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.002 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_0_modules_convs_modules_3_modules_1_buffers_running_mean_: + name = "L_self_modules_classifier_modules_0_modules_convs_modules_3_modules_1_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.079 + std = 0.102 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_0_modules_convs_modules_3_modules_1_buffers_running_var_: + name = "L_self_modules_classifier_modules_0_modules_convs_modules_3_modules_1_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.025 + std = 0.019 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_0_modules_convs_modules_3_modules_1_parameters_weight_: + name = "L_self_modules_classifier_modules_0_modules_convs_modules_3_modules_1_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.204 + std = 0.098 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_0_modules_convs_modules_3_modules_1_parameters_bias_: + name = "L_self_modules_classifier_modules_0_modules_convs_modules_3_modules_1_parameters_bias_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.019 + std = 0.013 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_0_modules_convs_modules_4_modules_1_parameters_weight_: + name = "L_self_modules_classifier_modules_0_modules_convs_modules_4_modules_1_parameters_weight_" + shape = [256, 2048, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.009 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_0_modules_convs_modules_4_modules_2_buffers_running_mean_: + name = "L_self_modules_classifier_modules_0_modules_convs_modules_4_modules_2_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.196 + std = 0.190 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_0_modules_convs_modules_4_modules_2_buffers_running_var_: + name = "L_self_modules_classifier_modules_0_modules_convs_modules_4_modules_2_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.025 + std = 0.020 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_0_modules_convs_modules_4_modules_2_parameters_weight_: + name = "L_self_modules_classifier_modules_0_modules_convs_modules_4_modules_2_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.214 + std = 0.094 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_0_modules_convs_modules_4_modules_2_parameters_bias_: + name = "L_self_modules_classifier_modules_0_modules_convs_modules_4_modules_2_parameters_bias_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.011 + std = 0.031 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_0_modules_project_modules_0_parameters_weight_: + name = "L_self_modules_classifier_modules_0_modules_project_modules_0_parameters_weight_" + shape = [256, 1280, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.012 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_0_modules_project_modules_1_buffers_running_mean_: + name = "L_self_modules_classifier_modules_0_modules_project_modules_1_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.086 + std = 0.077 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_0_modules_project_modules_1_buffers_running_var_: + name = "L_self_modules_classifier_modules_0_modules_project_modules_1_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.027 + std = 0.018 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_0_modules_project_modules_1_parameters_weight_: + name = "L_self_modules_classifier_modules_0_modules_project_modules_1_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.236 + std = 0.075 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_0_modules_project_modules_1_parameters_bias_: + name = ( + "L_self_modules_classifier_modules_0_modules_project_modules_1_parameters_bias_" + ) + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.018 + std = 0.040 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_1_parameters_weight_: + name = "L_self_modules_classifier_modules_1_parameters_weight_" + shape = [256, 256, 3, 3] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.008 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_2_buffers_running_mean_: + name = "L_self_modules_classifier_modules_2_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.101 + std = 0.150 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_2_buffers_running_var_: + name = "L_self_modules_classifier_modules_2_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.081 + std = 0.068 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_2_parameters_weight_: + name = "L_self_modules_classifier_modules_2_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.414 + std = 0.159 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_2_parameters_bias_: + name = "L_self_modules_classifier_modules_2_parameters_bias_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.152 + std = 0.066 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_4_parameters_weight_: + name = "L_self_modules_classifier_modules_4_parameters_weight_" + shape = [21, 256, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.111 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_4_parameters_bias_: + name = "L_self_modules_classifier_modules_4_parameters_bias_" + shape = [21] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.002 + std = 0.197 + data = None + + +class Program_weight_tensor_meta_L_self_modules_aux_classifier_modules_0_parameters_weight_: + name = "L_self_modules_aux_classifier_modules_0_parameters_weight_" + shape = [256, 1024, 3, 3] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.003 + data = None + + +class Program_weight_tensor_meta_L_self_modules_aux_classifier_modules_1_buffers_running_mean_: + name = "L_self_modules_aux_classifier_modules_1_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.041 + std = 0.053 + data = None + + +class Program_weight_tensor_meta_L_self_modules_aux_classifier_modules_1_buffers_running_var_: + name = "L_self_modules_aux_classifier_modules_1_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.018 + std = 0.006 + data = None + + +class Program_weight_tensor_meta_L_self_modules_aux_classifier_modules_1_parameters_weight_: + name = "L_self_modules_aux_classifier_modules_1_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.359 + std = 0.102 + data = None + + +class Program_weight_tensor_meta_L_self_modules_aux_classifier_modules_1_parameters_bias_: + name = "L_self_modules_aux_classifier_modules_1_parameters_bias_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.147 + std = 0.066 + data = None + + +class Program_weight_tensor_meta_L_self_modules_aux_classifier_modules_4_parameters_weight_: + name = "L_self_modules_aux_classifier_modules_4_parameters_weight_" + shape = [21, 256, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.000 + std = 0.105 + data = None + + +class Program_weight_tensor_meta_L_self_modules_aux_classifier_modules_4_parameters_bias_: + name = "L_self_modules_aux_classifier_modules_4_parameters_bias_" + shape = [21] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.000 + std = 0.206 + data = None diff --git a/samples/torchvision/deeplabv3_resnet50/graph_hash.txt b/samples/torchvision/deeplabv3_resnet50/graph_hash.txt new file mode 100644 index 000000000..862dced6e --- /dev/null +++ b/samples/torchvision/deeplabv3_resnet50/graph_hash.txt @@ -0,0 +1 @@ +74ddc8538089f7ded439d9e80f5bceed0dafa7c3f15858f4bd2b5f8bf6184bd0 \ No newline at end of file diff --git a/samples/torchvision/deeplabv3_resnet50/graph_net.json b/samples/torchvision/deeplabv3_resnet50/graph_net.json new file mode 100644 index 000000000..1373fe3b5 --- /dev/null +++ b/samples/torchvision/deeplabv3_resnet50/graph_net.json @@ -0,0 +1,5 @@ +{ + "framework": "torch", + "num_devices_required": 1, + "num_nodes_required": 1 +} \ No newline at end of file diff --git a/samples/torchvision/deeplabv3_resnet50/input_meta.py b/samples/torchvision/deeplabv3_resnet50/input_meta.py new file mode 100644 index 000000000..e69de29bb diff --git a/samples/torchvision/deeplabv3_resnet50/input_tensor_constraints.py b/samples/torchvision/deeplabv3_resnet50/input_tensor_constraints.py new file mode 100644 index 000000000..e69de29bb diff --git a/samples/torchvision/deeplabv3_resnet50/model.py b/samples/torchvision/deeplabv3_resnet50/model.py new file mode 100644 index 000000000..33e159835 --- /dev/null +++ b/samples/torchvision/deeplabv3_resnet50/model.py @@ -0,0 +1,2217 @@ +import torch + + +class GraphModule(torch.nn.Module): + def forward( + self, + L_x_: torch.Tensor, + L_self_modules_backbone_modules_conv1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_bn1_buffers_running_mean_: torch.Tensor, + L_self_modules_backbone_modules_bn1_buffers_running_var_: torch.Tensor, + L_self_modules_backbone_modules_bn1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_bn1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_layer1_modules_0_modules_conv1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_layer1_modules_0_modules_bn1_buffers_running_mean_: torch.Tensor, + L_self_modules_backbone_modules_layer1_modules_0_modules_bn1_buffers_running_var_: torch.Tensor, + L_self_modules_backbone_modules_layer1_modules_0_modules_bn1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_layer1_modules_0_modules_bn1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_layer1_modules_0_modules_conv2_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_layer1_modules_0_modules_bn2_buffers_running_mean_: torch.Tensor, + L_self_modules_backbone_modules_layer1_modules_0_modules_bn2_buffers_running_var_: torch.Tensor, + L_self_modules_backbone_modules_layer1_modules_0_modules_bn2_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_layer1_modules_0_modules_bn2_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_layer1_modules_0_modules_conv3_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_layer1_modules_0_modules_bn3_buffers_running_mean_: torch.Tensor, + L_self_modules_backbone_modules_layer1_modules_0_modules_bn3_buffers_running_var_: torch.Tensor, + L_self_modules_backbone_modules_layer1_modules_0_modules_bn3_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_layer1_modules_0_modules_bn3_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_layer1_modules_0_modules_downsample_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_layer1_modules_0_modules_downsample_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_backbone_modules_layer1_modules_0_modules_downsample_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_backbone_modules_layer1_modules_0_modules_downsample_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_layer1_modules_0_modules_downsample_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_layer1_modules_1_modules_conv1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_layer1_modules_1_modules_bn1_buffers_running_mean_: torch.Tensor, + L_self_modules_backbone_modules_layer1_modules_1_modules_bn1_buffers_running_var_: torch.Tensor, + L_self_modules_backbone_modules_layer1_modules_1_modules_bn1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_layer1_modules_1_modules_bn1_parameters_bias_: 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L_self_modules_backbone_modules_layer4_modules_2_modules_bn1_buffers_running_var_: torch.Tensor, + L_self_modules_backbone_modules_layer4_modules_2_modules_bn1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_layer4_modules_2_modules_bn1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_layer4_modules_2_modules_conv2_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_layer4_modules_2_modules_bn2_buffers_running_mean_: torch.Tensor, + L_self_modules_backbone_modules_layer4_modules_2_modules_bn2_buffers_running_var_: torch.Tensor, + L_self_modules_backbone_modules_layer4_modules_2_modules_bn2_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_layer4_modules_2_modules_bn2_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_layer4_modules_2_modules_conv3_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_layer4_modules_2_modules_bn3_buffers_running_mean_: torch.Tensor, + L_self_modules_backbone_modules_layer4_modules_2_modules_bn3_buffers_running_var_: torch.Tensor, + L_self_modules_backbone_modules_layer4_modules_2_modules_bn3_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_backbone_modules_layer4_modules_2_modules_bn3_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_classifier_modules_0_modules_convs_modules_0_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_classifier_modules_0_modules_convs_modules_0_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_classifier_modules_0_modules_convs_modules_0_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_classifier_modules_0_modules_convs_modules_0_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_classifier_modules_0_modules_convs_modules_0_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_classifier_modules_0_modules_convs_modules_1_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_classifier_modules_0_modules_convs_modules_1_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_classifier_modules_0_modules_convs_modules_1_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_classifier_modules_0_modules_convs_modules_1_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_classifier_modules_0_modules_convs_modules_1_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_classifier_modules_0_modules_convs_modules_2_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_classifier_modules_0_modules_convs_modules_2_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_classifier_modules_0_modules_convs_modules_2_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_classifier_modules_0_modules_convs_modules_2_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_classifier_modules_0_modules_convs_modules_2_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_classifier_modules_0_modules_convs_modules_3_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_classifier_modules_0_modules_convs_modules_3_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_classifier_modules_0_modules_convs_modules_3_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_classifier_modules_0_modules_convs_modules_3_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_classifier_modules_0_modules_convs_modules_3_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_classifier_modules_0_modules_convs_modules_4_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_classifier_modules_0_modules_convs_modules_4_modules_2_buffers_running_mean_: torch.Tensor, + L_self_modules_classifier_modules_0_modules_convs_modules_4_modules_2_buffers_running_var_: torch.Tensor, + L_self_modules_classifier_modules_0_modules_convs_modules_4_modules_2_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_classifier_modules_0_modules_convs_modules_4_modules_2_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_classifier_modules_0_modules_project_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_classifier_modules_0_modules_project_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_classifier_modules_0_modules_project_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_classifier_modules_0_modules_project_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_classifier_modules_0_modules_project_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_classifier_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_classifier_modules_2_buffers_running_mean_: torch.Tensor, + L_self_modules_classifier_modules_2_buffers_running_var_: torch.Tensor, + L_self_modules_classifier_modules_2_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_classifier_modules_2_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_classifier_modules_4_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_classifier_modules_4_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_aux_classifier_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_aux_classifier_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_aux_classifier_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_aux_classifier_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_aux_classifier_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_aux_classifier_modules_4_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_aux_classifier_modules_4_parameters_bias_: torch.nn.parameter.Parameter, + ): + l_x_ = L_x_ + l_self_modules_backbone_modules_conv1_parameters_weight_ = ( + L_self_modules_backbone_modules_conv1_parameters_weight_ + ) + l_self_modules_backbone_modules_bn1_buffers_running_mean_ = ( + L_self_modules_backbone_modules_bn1_buffers_running_mean_ + ) + l_self_modules_backbone_modules_bn1_buffers_running_var_ = ( + L_self_modules_backbone_modules_bn1_buffers_running_var_ + ) + l_self_modules_backbone_modules_bn1_parameters_weight_ = ( + L_self_modules_backbone_modules_bn1_parameters_weight_ + ) + l_self_modules_backbone_modules_bn1_parameters_bias_ = ( + L_self_modules_backbone_modules_bn1_parameters_bias_ + ) + l_self_modules_backbone_modules_layer1_modules_0_modules_conv1_parameters_weight_ = L_self_modules_backbone_modules_layer1_modules_0_modules_conv1_parameters_weight_ + l_self_modules_backbone_modules_layer1_modules_0_modules_bn1_buffers_running_mean_ = L_self_modules_backbone_modules_layer1_modules_0_modules_bn1_buffers_running_mean_ + l_self_modules_backbone_modules_layer1_modules_0_modules_bn1_buffers_running_var_ = L_self_modules_backbone_modules_layer1_modules_0_modules_bn1_buffers_running_var_ + l_self_modules_backbone_modules_layer1_modules_0_modules_bn1_parameters_weight_ = L_self_modules_backbone_modules_layer1_modules_0_modules_bn1_parameters_weight_ + l_self_modules_backbone_modules_layer1_modules_0_modules_bn1_parameters_bias_ = L_self_modules_backbone_modules_layer1_modules_0_modules_bn1_parameters_bias_ + l_self_modules_backbone_modules_layer1_modules_0_modules_conv2_parameters_weight_ = L_self_modules_backbone_modules_layer1_modules_0_modules_conv2_parameters_weight_ + l_self_modules_backbone_modules_layer1_modules_0_modules_bn2_buffers_running_mean_ = L_self_modules_backbone_modules_layer1_modules_0_modules_bn2_buffers_running_mean_ + l_self_modules_backbone_modules_layer1_modules_0_modules_bn2_buffers_running_var_ = L_self_modules_backbone_modules_layer1_modules_0_modules_bn2_buffers_running_var_ + l_self_modules_backbone_modules_layer1_modules_0_modules_bn2_parameters_weight_ = L_self_modules_backbone_modules_layer1_modules_0_modules_bn2_parameters_weight_ + l_self_modules_backbone_modules_layer1_modules_0_modules_bn2_parameters_bias_ = L_self_modules_backbone_modules_layer1_modules_0_modules_bn2_parameters_bias_ + l_self_modules_backbone_modules_layer1_modules_0_modules_conv3_parameters_weight_ = L_self_modules_backbone_modules_layer1_modules_0_modules_conv3_parameters_weight_ + l_self_modules_backbone_modules_layer1_modules_0_modules_bn3_buffers_running_mean_ = L_self_modules_backbone_modules_layer1_modules_0_modules_bn3_buffers_running_mean_ + l_self_modules_backbone_modules_layer1_modules_0_modules_bn3_buffers_running_var_ = L_self_modules_backbone_modules_layer1_modules_0_modules_bn3_buffers_running_var_ + l_self_modules_backbone_modules_layer1_modules_0_modules_bn3_parameters_weight_ = L_self_modules_backbone_modules_layer1_modules_0_modules_bn3_parameters_weight_ + l_self_modules_backbone_modules_layer1_modules_0_modules_bn3_parameters_bias_ = L_self_modules_backbone_modules_layer1_modules_0_modules_bn3_parameters_bias_ + l_self_modules_backbone_modules_layer1_modules_0_modules_downsample_modules_0_parameters_weight_ = L_self_modules_backbone_modules_layer1_modules_0_modules_downsample_modules_0_parameters_weight_ + l_self_modules_backbone_modules_layer1_modules_0_modules_downsample_modules_1_buffers_running_mean_ = L_self_modules_backbone_modules_layer1_modules_0_modules_downsample_modules_1_buffers_running_mean_ + l_self_modules_backbone_modules_layer1_modules_0_modules_downsample_modules_1_buffers_running_var_ = L_self_modules_backbone_modules_layer1_modules_0_modules_downsample_modules_1_buffers_running_var_ + l_self_modules_backbone_modules_layer1_modules_0_modules_downsample_modules_1_parameters_weight_ = L_self_modules_backbone_modules_layer1_modules_0_modules_downsample_modules_1_parameters_weight_ + l_self_modules_backbone_modules_layer1_modules_0_modules_downsample_modules_1_parameters_bias_ = L_self_modules_backbone_modules_layer1_modules_0_modules_downsample_modules_1_parameters_bias_ + l_self_modules_backbone_modules_layer1_modules_1_modules_conv1_parameters_weight_ = L_self_modules_backbone_modules_layer1_modules_1_modules_conv1_parameters_weight_ + l_self_modules_backbone_modules_layer1_modules_1_modules_bn1_buffers_running_mean_ = L_self_modules_backbone_modules_layer1_modules_1_modules_bn1_buffers_running_mean_ + l_self_modules_backbone_modules_layer1_modules_1_modules_bn1_buffers_running_var_ = L_self_modules_backbone_modules_layer1_modules_1_modules_bn1_buffers_running_var_ + l_self_modules_backbone_modules_layer1_modules_1_modules_bn1_parameters_weight_ = L_self_modules_backbone_modules_layer1_modules_1_modules_bn1_parameters_weight_ + l_self_modules_backbone_modules_layer1_modules_1_modules_bn1_parameters_bias_ = L_self_modules_backbone_modules_layer1_modules_1_modules_bn1_parameters_bias_ + l_self_modules_backbone_modules_layer1_modules_1_modules_conv2_parameters_weight_ = L_self_modules_backbone_modules_layer1_modules_1_modules_conv2_parameters_weight_ + l_self_modules_backbone_modules_layer1_modules_1_modules_bn2_buffers_running_mean_ = L_self_modules_backbone_modules_layer1_modules_1_modules_bn2_buffers_running_mean_ + l_self_modules_backbone_modules_layer1_modules_1_modules_bn2_buffers_running_var_ = L_self_modules_backbone_modules_layer1_modules_1_modules_bn2_buffers_running_var_ + l_self_modules_backbone_modules_layer1_modules_1_modules_bn2_parameters_weight_ = L_self_modules_backbone_modules_layer1_modules_1_modules_bn2_parameters_weight_ + l_self_modules_backbone_modules_layer1_modules_1_modules_bn2_parameters_bias_ = L_self_modules_backbone_modules_layer1_modules_1_modules_bn2_parameters_bias_ + l_self_modules_backbone_modules_layer1_modules_1_modules_conv3_parameters_weight_ = L_self_modules_backbone_modules_layer1_modules_1_modules_conv3_parameters_weight_ + l_self_modules_backbone_modules_layer1_modules_1_modules_bn3_buffers_running_mean_ = L_self_modules_backbone_modules_layer1_modules_1_modules_bn3_buffers_running_mean_ + l_self_modules_backbone_modules_layer1_modules_1_modules_bn3_buffers_running_var_ = L_self_modules_backbone_modules_layer1_modules_1_modules_bn3_buffers_running_var_ + l_self_modules_backbone_modules_layer1_modules_1_modules_bn3_parameters_weight_ = L_self_modules_backbone_modules_layer1_modules_1_modules_bn3_parameters_weight_ + l_self_modules_backbone_modules_layer1_modules_1_modules_bn3_parameters_bias_ = L_self_modules_backbone_modules_layer1_modules_1_modules_bn3_parameters_bias_ + l_self_modules_backbone_modules_layer1_modules_2_modules_conv1_parameters_weight_ = L_self_modules_backbone_modules_layer1_modules_2_modules_conv1_parameters_weight_ + l_self_modules_backbone_modules_layer1_modules_2_modules_bn1_buffers_running_mean_ = L_self_modules_backbone_modules_layer1_modules_2_modules_bn1_buffers_running_mean_ + l_self_modules_backbone_modules_layer1_modules_2_modules_bn1_buffers_running_var_ = L_self_modules_backbone_modules_layer1_modules_2_modules_bn1_buffers_running_var_ + l_self_modules_backbone_modules_layer1_modules_2_modules_bn1_parameters_weight_ = L_self_modules_backbone_modules_layer1_modules_2_modules_bn1_parameters_weight_ + l_self_modules_backbone_modules_layer1_modules_2_modules_bn1_parameters_bias_ = L_self_modules_backbone_modules_layer1_modules_2_modules_bn1_parameters_bias_ + l_self_modules_backbone_modules_layer1_modules_2_modules_conv2_parameters_weight_ = L_self_modules_backbone_modules_layer1_modules_2_modules_conv2_parameters_weight_ + l_self_modules_backbone_modules_layer1_modules_2_modules_bn2_buffers_running_mean_ = L_self_modules_backbone_modules_layer1_modules_2_modules_bn2_buffers_running_mean_ + l_self_modules_backbone_modules_layer1_modules_2_modules_bn2_buffers_running_var_ = L_self_modules_backbone_modules_layer1_modules_2_modules_bn2_buffers_running_var_ + l_self_modules_backbone_modules_layer1_modules_2_modules_bn2_parameters_weight_ = L_self_modules_backbone_modules_layer1_modules_2_modules_bn2_parameters_weight_ + l_self_modules_backbone_modules_layer1_modules_2_modules_bn2_parameters_bias_ = L_self_modules_backbone_modules_layer1_modules_2_modules_bn2_parameters_bias_ + l_self_modules_backbone_modules_layer1_modules_2_modules_conv3_parameters_weight_ = L_self_modules_backbone_modules_layer1_modules_2_modules_conv3_parameters_weight_ + l_self_modules_backbone_modules_layer1_modules_2_modules_bn3_buffers_running_mean_ = L_self_modules_backbone_modules_layer1_modules_2_modules_bn3_buffers_running_mean_ + l_self_modules_backbone_modules_layer1_modules_2_modules_bn3_buffers_running_var_ = L_self_modules_backbone_modules_layer1_modules_2_modules_bn3_buffers_running_var_ + l_self_modules_backbone_modules_layer1_modules_2_modules_bn3_parameters_weight_ = L_self_modules_backbone_modules_layer1_modules_2_modules_bn3_parameters_weight_ + l_self_modules_backbone_modules_layer1_modules_2_modules_bn3_parameters_bias_ = L_self_modules_backbone_modules_layer1_modules_2_modules_bn3_parameters_bias_ + l_self_modules_backbone_modules_layer2_modules_0_modules_conv1_parameters_weight_ = L_self_modules_backbone_modules_layer2_modules_0_modules_conv1_parameters_weight_ + l_self_modules_backbone_modules_layer2_modules_0_modules_bn1_buffers_running_mean_ = L_self_modules_backbone_modules_layer2_modules_0_modules_bn1_buffers_running_mean_ + l_self_modules_backbone_modules_layer2_modules_0_modules_bn1_buffers_running_var_ = L_self_modules_backbone_modules_layer2_modules_0_modules_bn1_buffers_running_var_ + l_self_modules_backbone_modules_layer2_modules_0_modules_bn1_parameters_weight_ = L_self_modules_backbone_modules_layer2_modules_0_modules_bn1_parameters_weight_ + l_self_modules_backbone_modules_layer2_modules_0_modules_bn1_parameters_bias_ = L_self_modules_backbone_modules_layer2_modules_0_modules_bn1_parameters_bias_ + l_self_modules_backbone_modules_layer2_modules_0_modules_conv2_parameters_weight_ = L_self_modules_backbone_modules_layer2_modules_0_modules_conv2_parameters_weight_ + l_self_modules_backbone_modules_layer2_modules_0_modules_bn2_buffers_running_mean_ = L_self_modules_backbone_modules_layer2_modules_0_modules_bn2_buffers_running_mean_ + l_self_modules_backbone_modules_layer2_modules_0_modules_bn2_buffers_running_var_ = L_self_modules_backbone_modules_layer2_modules_0_modules_bn2_buffers_running_var_ + l_self_modules_backbone_modules_layer2_modules_0_modules_bn2_parameters_weight_ = L_self_modules_backbone_modules_layer2_modules_0_modules_bn2_parameters_weight_ + l_self_modules_backbone_modules_layer2_modules_0_modules_bn2_parameters_bias_ = L_self_modules_backbone_modules_layer2_modules_0_modules_bn2_parameters_bias_ + l_self_modules_backbone_modules_layer2_modules_0_modules_conv3_parameters_weight_ = L_self_modules_backbone_modules_layer2_modules_0_modules_conv3_parameters_weight_ + l_self_modules_backbone_modules_layer2_modules_0_modules_bn3_buffers_running_mean_ = L_self_modules_backbone_modules_layer2_modules_0_modules_bn3_buffers_running_mean_ + l_self_modules_backbone_modules_layer2_modules_0_modules_bn3_buffers_running_var_ = L_self_modules_backbone_modules_layer2_modules_0_modules_bn3_buffers_running_var_ + l_self_modules_backbone_modules_layer2_modules_0_modules_bn3_parameters_weight_ = L_self_modules_backbone_modules_layer2_modules_0_modules_bn3_parameters_weight_ + l_self_modules_backbone_modules_layer2_modules_0_modules_bn3_parameters_bias_ = L_self_modules_backbone_modules_layer2_modules_0_modules_bn3_parameters_bias_ + l_self_modules_backbone_modules_layer2_modules_0_modules_downsample_modules_0_parameters_weight_ = L_self_modules_backbone_modules_layer2_modules_0_modules_downsample_modules_0_parameters_weight_ + l_self_modules_backbone_modules_layer2_modules_0_modules_downsample_modules_1_buffers_running_mean_ = L_self_modules_backbone_modules_layer2_modules_0_modules_downsample_modules_1_buffers_running_mean_ + l_self_modules_backbone_modules_layer2_modules_0_modules_downsample_modules_1_buffers_running_var_ = L_self_modules_backbone_modules_layer2_modules_0_modules_downsample_modules_1_buffers_running_var_ + l_self_modules_backbone_modules_layer2_modules_0_modules_downsample_modules_1_parameters_weight_ = L_self_modules_backbone_modules_layer2_modules_0_modules_downsample_modules_1_parameters_weight_ + l_self_modules_backbone_modules_layer2_modules_0_modules_downsample_modules_1_parameters_bias_ = L_self_modules_backbone_modules_layer2_modules_0_modules_downsample_modules_1_parameters_bias_ + l_self_modules_backbone_modules_layer2_modules_1_modules_conv1_parameters_weight_ = L_self_modules_backbone_modules_layer2_modules_1_modules_conv1_parameters_weight_ + l_self_modules_backbone_modules_layer2_modules_1_modules_bn1_buffers_running_mean_ = L_self_modules_backbone_modules_layer2_modules_1_modules_bn1_buffers_running_mean_ + l_self_modules_backbone_modules_layer2_modules_1_modules_bn1_buffers_running_var_ = L_self_modules_backbone_modules_layer2_modules_1_modules_bn1_buffers_running_var_ + l_self_modules_backbone_modules_layer2_modules_1_modules_bn1_parameters_weight_ = L_self_modules_backbone_modules_layer2_modules_1_modules_bn1_parameters_weight_ + l_self_modules_backbone_modules_layer2_modules_1_modules_bn1_parameters_bias_ = L_self_modules_backbone_modules_layer2_modules_1_modules_bn1_parameters_bias_ + l_self_modules_backbone_modules_layer2_modules_1_modules_conv2_parameters_weight_ = L_self_modules_backbone_modules_layer2_modules_1_modules_conv2_parameters_weight_ + l_self_modules_backbone_modules_layer2_modules_1_modules_bn2_buffers_running_mean_ = L_self_modules_backbone_modules_layer2_modules_1_modules_bn2_buffers_running_mean_ + l_self_modules_backbone_modules_layer2_modules_1_modules_bn2_buffers_running_var_ = L_self_modules_backbone_modules_layer2_modules_1_modules_bn2_buffers_running_var_ + l_self_modules_backbone_modules_layer2_modules_1_modules_bn2_parameters_weight_ = L_self_modules_backbone_modules_layer2_modules_1_modules_bn2_parameters_weight_ + l_self_modules_backbone_modules_layer2_modules_1_modules_bn2_parameters_bias_ = L_self_modules_backbone_modules_layer2_modules_1_modules_bn2_parameters_bias_ + l_self_modules_backbone_modules_layer2_modules_1_modules_conv3_parameters_weight_ = L_self_modules_backbone_modules_layer2_modules_1_modules_conv3_parameters_weight_ + l_self_modules_backbone_modules_layer2_modules_1_modules_bn3_buffers_running_mean_ = L_self_modules_backbone_modules_layer2_modules_1_modules_bn3_buffers_running_mean_ + l_self_modules_backbone_modules_layer2_modules_1_modules_bn3_buffers_running_var_ = L_self_modules_backbone_modules_layer2_modules_1_modules_bn3_buffers_running_var_ + l_self_modules_backbone_modules_layer2_modules_1_modules_bn3_parameters_weight_ = L_self_modules_backbone_modules_layer2_modules_1_modules_bn3_parameters_weight_ + l_self_modules_backbone_modules_layer2_modules_1_modules_bn3_parameters_bias_ = L_self_modules_backbone_modules_layer2_modules_1_modules_bn3_parameters_bias_ + l_self_modules_backbone_modules_layer2_modules_2_modules_conv1_parameters_weight_ = L_self_modules_backbone_modules_layer2_modules_2_modules_conv1_parameters_weight_ + l_self_modules_backbone_modules_layer2_modules_2_modules_bn1_buffers_running_mean_ = L_self_modules_backbone_modules_layer2_modules_2_modules_bn1_buffers_running_mean_ + l_self_modules_backbone_modules_layer2_modules_2_modules_bn1_buffers_running_var_ = L_self_modules_backbone_modules_layer2_modules_2_modules_bn1_buffers_running_var_ + l_self_modules_backbone_modules_layer2_modules_2_modules_bn1_parameters_weight_ = L_self_modules_backbone_modules_layer2_modules_2_modules_bn1_parameters_weight_ + l_self_modules_backbone_modules_layer2_modules_2_modules_bn1_parameters_bias_ = L_self_modules_backbone_modules_layer2_modules_2_modules_bn1_parameters_bias_ + l_self_modules_backbone_modules_layer2_modules_2_modules_conv2_parameters_weight_ = L_self_modules_backbone_modules_layer2_modules_2_modules_conv2_parameters_weight_ + l_self_modules_backbone_modules_layer2_modules_2_modules_bn2_buffers_running_mean_ = L_self_modules_backbone_modules_layer2_modules_2_modules_bn2_buffers_running_mean_ + l_self_modules_backbone_modules_layer2_modules_2_modules_bn2_buffers_running_var_ = L_self_modules_backbone_modules_layer2_modules_2_modules_bn2_buffers_running_var_ + l_self_modules_backbone_modules_layer2_modules_2_modules_bn2_parameters_weight_ = L_self_modules_backbone_modules_layer2_modules_2_modules_bn2_parameters_weight_ + l_self_modules_backbone_modules_layer2_modules_2_modules_bn2_parameters_bias_ = L_self_modules_backbone_modules_layer2_modules_2_modules_bn2_parameters_bias_ + l_self_modules_backbone_modules_layer2_modules_2_modules_conv3_parameters_weight_ = L_self_modules_backbone_modules_layer2_modules_2_modules_conv3_parameters_weight_ + l_self_modules_backbone_modules_layer2_modules_2_modules_bn3_buffers_running_mean_ = L_self_modules_backbone_modules_layer2_modules_2_modules_bn3_buffers_running_mean_ + l_self_modules_backbone_modules_layer2_modules_2_modules_bn3_buffers_running_var_ = L_self_modules_backbone_modules_layer2_modules_2_modules_bn3_buffers_running_var_ + l_self_modules_backbone_modules_layer2_modules_2_modules_bn3_parameters_weight_ = L_self_modules_backbone_modules_layer2_modules_2_modules_bn3_parameters_weight_ + l_self_modules_backbone_modules_layer2_modules_2_modules_bn3_parameters_bias_ = L_self_modules_backbone_modules_layer2_modules_2_modules_bn3_parameters_bias_ + l_self_modules_backbone_modules_layer2_modules_3_modules_conv1_parameters_weight_ = L_self_modules_backbone_modules_layer2_modules_3_modules_conv1_parameters_weight_ + l_self_modules_backbone_modules_layer2_modules_3_modules_bn1_buffers_running_mean_ = L_self_modules_backbone_modules_layer2_modules_3_modules_bn1_buffers_running_mean_ + l_self_modules_backbone_modules_layer2_modules_3_modules_bn1_buffers_running_var_ = L_self_modules_backbone_modules_layer2_modules_3_modules_bn1_buffers_running_var_ + l_self_modules_backbone_modules_layer2_modules_3_modules_bn1_parameters_weight_ = L_self_modules_backbone_modules_layer2_modules_3_modules_bn1_parameters_weight_ + l_self_modules_backbone_modules_layer2_modules_3_modules_bn1_parameters_bias_ = L_self_modules_backbone_modules_layer2_modules_3_modules_bn1_parameters_bias_ + l_self_modules_backbone_modules_layer2_modules_3_modules_conv2_parameters_weight_ = L_self_modules_backbone_modules_layer2_modules_3_modules_conv2_parameters_weight_ + l_self_modules_backbone_modules_layer2_modules_3_modules_bn2_buffers_running_mean_ = L_self_modules_backbone_modules_layer2_modules_3_modules_bn2_buffers_running_mean_ + l_self_modules_backbone_modules_layer2_modules_3_modules_bn2_buffers_running_var_ = L_self_modules_backbone_modules_layer2_modules_3_modules_bn2_buffers_running_var_ + l_self_modules_backbone_modules_layer2_modules_3_modules_bn2_parameters_weight_ = L_self_modules_backbone_modules_layer2_modules_3_modules_bn2_parameters_weight_ + l_self_modules_backbone_modules_layer2_modules_3_modules_bn2_parameters_bias_ = L_self_modules_backbone_modules_layer2_modules_3_modules_bn2_parameters_bias_ + l_self_modules_backbone_modules_layer2_modules_3_modules_conv3_parameters_weight_ = L_self_modules_backbone_modules_layer2_modules_3_modules_conv3_parameters_weight_ + l_self_modules_backbone_modules_layer2_modules_3_modules_bn3_buffers_running_mean_ = L_self_modules_backbone_modules_layer2_modules_3_modules_bn3_buffers_running_mean_ + l_self_modules_backbone_modules_layer2_modules_3_modules_bn3_buffers_running_var_ = L_self_modules_backbone_modules_layer2_modules_3_modules_bn3_buffers_running_var_ + l_self_modules_backbone_modules_layer2_modules_3_modules_bn3_parameters_weight_ = L_self_modules_backbone_modules_layer2_modules_3_modules_bn3_parameters_weight_ + l_self_modules_backbone_modules_layer2_modules_3_modules_bn3_parameters_bias_ = L_self_modules_backbone_modules_layer2_modules_3_modules_bn3_parameters_bias_ + l_self_modules_backbone_modules_layer3_modules_0_modules_conv1_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_0_modules_conv1_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_0_modules_bn1_buffers_running_mean_ = L_self_modules_backbone_modules_layer3_modules_0_modules_bn1_buffers_running_mean_ + l_self_modules_backbone_modules_layer3_modules_0_modules_bn1_buffers_running_var_ = L_self_modules_backbone_modules_layer3_modules_0_modules_bn1_buffers_running_var_ + l_self_modules_backbone_modules_layer3_modules_0_modules_bn1_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_0_modules_bn1_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_0_modules_bn1_parameters_bias_ = L_self_modules_backbone_modules_layer3_modules_0_modules_bn1_parameters_bias_ + l_self_modules_backbone_modules_layer3_modules_0_modules_conv2_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_0_modules_conv2_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_0_modules_bn2_buffers_running_mean_ = L_self_modules_backbone_modules_layer3_modules_0_modules_bn2_buffers_running_mean_ + l_self_modules_backbone_modules_layer3_modules_0_modules_bn2_buffers_running_var_ = L_self_modules_backbone_modules_layer3_modules_0_modules_bn2_buffers_running_var_ + l_self_modules_backbone_modules_layer3_modules_0_modules_bn2_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_0_modules_bn2_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_0_modules_bn2_parameters_bias_ = L_self_modules_backbone_modules_layer3_modules_0_modules_bn2_parameters_bias_ + l_self_modules_backbone_modules_layer3_modules_0_modules_conv3_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_0_modules_conv3_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_0_modules_bn3_buffers_running_mean_ = L_self_modules_backbone_modules_layer3_modules_0_modules_bn3_buffers_running_mean_ + l_self_modules_backbone_modules_layer3_modules_0_modules_bn3_buffers_running_var_ = L_self_modules_backbone_modules_layer3_modules_0_modules_bn3_buffers_running_var_ + l_self_modules_backbone_modules_layer3_modules_0_modules_bn3_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_0_modules_bn3_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_0_modules_bn3_parameters_bias_ = L_self_modules_backbone_modules_layer3_modules_0_modules_bn3_parameters_bias_ + l_self_modules_backbone_modules_layer3_modules_0_modules_downsample_modules_0_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_0_modules_downsample_modules_0_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_0_modules_downsample_modules_1_buffers_running_mean_ = L_self_modules_backbone_modules_layer3_modules_0_modules_downsample_modules_1_buffers_running_mean_ + l_self_modules_backbone_modules_layer3_modules_0_modules_downsample_modules_1_buffers_running_var_ = L_self_modules_backbone_modules_layer3_modules_0_modules_downsample_modules_1_buffers_running_var_ + l_self_modules_backbone_modules_layer3_modules_0_modules_downsample_modules_1_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_0_modules_downsample_modules_1_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_0_modules_downsample_modules_1_parameters_bias_ = L_self_modules_backbone_modules_layer3_modules_0_modules_downsample_modules_1_parameters_bias_ + l_self_modules_backbone_modules_layer3_modules_1_modules_conv1_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_1_modules_conv1_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_1_modules_bn1_buffers_running_mean_ = L_self_modules_backbone_modules_layer3_modules_1_modules_bn1_buffers_running_mean_ + l_self_modules_backbone_modules_layer3_modules_1_modules_bn1_buffers_running_var_ = L_self_modules_backbone_modules_layer3_modules_1_modules_bn1_buffers_running_var_ + l_self_modules_backbone_modules_layer3_modules_1_modules_bn1_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_1_modules_bn1_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_1_modules_bn1_parameters_bias_ = L_self_modules_backbone_modules_layer3_modules_1_modules_bn1_parameters_bias_ + l_self_modules_backbone_modules_layer3_modules_1_modules_conv2_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_1_modules_conv2_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_1_modules_bn2_buffers_running_mean_ = L_self_modules_backbone_modules_layer3_modules_1_modules_bn2_buffers_running_mean_ + l_self_modules_backbone_modules_layer3_modules_1_modules_bn2_buffers_running_var_ = L_self_modules_backbone_modules_layer3_modules_1_modules_bn2_buffers_running_var_ + l_self_modules_backbone_modules_layer3_modules_1_modules_bn2_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_1_modules_bn2_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_1_modules_bn2_parameters_bias_ = L_self_modules_backbone_modules_layer3_modules_1_modules_bn2_parameters_bias_ + l_self_modules_backbone_modules_layer3_modules_1_modules_conv3_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_1_modules_conv3_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_1_modules_bn3_buffers_running_mean_ = L_self_modules_backbone_modules_layer3_modules_1_modules_bn3_buffers_running_mean_ + l_self_modules_backbone_modules_layer3_modules_1_modules_bn3_buffers_running_var_ = L_self_modules_backbone_modules_layer3_modules_1_modules_bn3_buffers_running_var_ + l_self_modules_backbone_modules_layer3_modules_1_modules_bn3_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_1_modules_bn3_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_1_modules_bn3_parameters_bias_ = L_self_modules_backbone_modules_layer3_modules_1_modules_bn3_parameters_bias_ + l_self_modules_backbone_modules_layer3_modules_2_modules_conv1_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_2_modules_conv1_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_2_modules_bn1_buffers_running_mean_ = L_self_modules_backbone_modules_layer3_modules_2_modules_bn1_buffers_running_mean_ + l_self_modules_backbone_modules_layer3_modules_2_modules_bn1_buffers_running_var_ = L_self_modules_backbone_modules_layer3_modules_2_modules_bn1_buffers_running_var_ + l_self_modules_backbone_modules_layer3_modules_2_modules_bn1_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_2_modules_bn1_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_2_modules_bn1_parameters_bias_ = L_self_modules_backbone_modules_layer3_modules_2_modules_bn1_parameters_bias_ + l_self_modules_backbone_modules_layer3_modules_2_modules_conv2_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_2_modules_conv2_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_2_modules_bn2_buffers_running_mean_ = L_self_modules_backbone_modules_layer3_modules_2_modules_bn2_buffers_running_mean_ + l_self_modules_backbone_modules_layer3_modules_2_modules_bn2_buffers_running_var_ = L_self_modules_backbone_modules_layer3_modules_2_modules_bn2_buffers_running_var_ + l_self_modules_backbone_modules_layer3_modules_2_modules_bn2_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_2_modules_bn2_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_2_modules_bn2_parameters_bias_ = L_self_modules_backbone_modules_layer3_modules_2_modules_bn2_parameters_bias_ + l_self_modules_backbone_modules_layer3_modules_2_modules_conv3_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_2_modules_conv3_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_2_modules_bn3_buffers_running_mean_ = L_self_modules_backbone_modules_layer3_modules_2_modules_bn3_buffers_running_mean_ + l_self_modules_backbone_modules_layer3_modules_2_modules_bn3_buffers_running_var_ = L_self_modules_backbone_modules_layer3_modules_2_modules_bn3_buffers_running_var_ + l_self_modules_backbone_modules_layer3_modules_2_modules_bn3_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_2_modules_bn3_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_2_modules_bn3_parameters_bias_ = L_self_modules_backbone_modules_layer3_modules_2_modules_bn3_parameters_bias_ + l_self_modules_backbone_modules_layer3_modules_3_modules_conv1_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_3_modules_conv1_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_3_modules_bn1_buffers_running_mean_ = L_self_modules_backbone_modules_layer3_modules_3_modules_bn1_buffers_running_mean_ + l_self_modules_backbone_modules_layer3_modules_3_modules_bn1_buffers_running_var_ = L_self_modules_backbone_modules_layer3_modules_3_modules_bn1_buffers_running_var_ + l_self_modules_backbone_modules_layer3_modules_3_modules_bn1_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_3_modules_bn1_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_3_modules_bn1_parameters_bias_ = L_self_modules_backbone_modules_layer3_modules_3_modules_bn1_parameters_bias_ + l_self_modules_backbone_modules_layer3_modules_3_modules_conv2_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_3_modules_conv2_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_3_modules_bn2_buffers_running_mean_ = L_self_modules_backbone_modules_layer3_modules_3_modules_bn2_buffers_running_mean_ + l_self_modules_backbone_modules_layer3_modules_3_modules_bn2_buffers_running_var_ = L_self_modules_backbone_modules_layer3_modules_3_modules_bn2_buffers_running_var_ + l_self_modules_backbone_modules_layer3_modules_3_modules_bn2_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_3_modules_bn2_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_3_modules_bn2_parameters_bias_ = L_self_modules_backbone_modules_layer3_modules_3_modules_bn2_parameters_bias_ + l_self_modules_backbone_modules_layer3_modules_3_modules_conv3_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_3_modules_conv3_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_3_modules_bn3_buffers_running_mean_ = L_self_modules_backbone_modules_layer3_modules_3_modules_bn3_buffers_running_mean_ + l_self_modules_backbone_modules_layer3_modules_3_modules_bn3_buffers_running_var_ = L_self_modules_backbone_modules_layer3_modules_3_modules_bn3_buffers_running_var_ + l_self_modules_backbone_modules_layer3_modules_3_modules_bn3_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_3_modules_bn3_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_3_modules_bn3_parameters_bias_ = L_self_modules_backbone_modules_layer3_modules_3_modules_bn3_parameters_bias_ + l_self_modules_backbone_modules_layer3_modules_4_modules_conv1_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_4_modules_conv1_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_4_modules_bn1_buffers_running_mean_ = L_self_modules_backbone_modules_layer3_modules_4_modules_bn1_buffers_running_mean_ + l_self_modules_backbone_modules_layer3_modules_4_modules_bn1_buffers_running_var_ = L_self_modules_backbone_modules_layer3_modules_4_modules_bn1_buffers_running_var_ + l_self_modules_backbone_modules_layer3_modules_4_modules_bn1_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_4_modules_bn1_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_4_modules_bn1_parameters_bias_ = L_self_modules_backbone_modules_layer3_modules_4_modules_bn1_parameters_bias_ + l_self_modules_backbone_modules_layer3_modules_4_modules_conv2_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_4_modules_conv2_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_4_modules_bn2_buffers_running_mean_ = L_self_modules_backbone_modules_layer3_modules_4_modules_bn2_buffers_running_mean_ + l_self_modules_backbone_modules_layer3_modules_4_modules_bn2_buffers_running_var_ = L_self_modules_backbone_modules_layer3_modules_4_modules_bn2_buffers_running_var_ + l_self_modules_backbone_modules_layer3_modules_4_modules_bn2_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_4_modules_bn2_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_4_modules_bn2_parameters_bias_ = L_self_modules_backbone_modules_layer3_modules_4_modules_bn2_parameters_bias_ + l_self_modules_backbone_modules_layer3_modules_4_modules_conv3_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_4_modules_conv3_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_4_modules_bn3_buffers_running_mean_ = L_self_modules_backbone_modules_layer3_modules_4_modules_bn3_buffers_running_mean_ + l_self_modules_backbone_modules_layer3_modules_4_modules_bn3_buffers_running_var_ = L_self_modules_backbone_modules_layer3_modules_4_modules_bn3_buffers_running_var_ + l_self_modules_backbone_modules_layer3_modules_4_modules_bn3_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_4_modules_bn3_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_4_modules_bn3_parameters_bias_ = L_self_modules_backbone_modules_layer3_modules_4_modules_bn3_parameters_bias_ + l_self_modules_backbone_modules_layer3_modules_5_modules_conv1_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_5_modules_conv1_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_5_modules_bn1_buffers_running_mean_ = L_self_modules_backbone_modules_layer3_modules_5_modules_bn1_buffers_running_mean_ + l_self_modules_backbone_modules_layer3_modules_5_modules_bn1_buffers_running_var_ = L_self_modules_backbone_modules_layer3_modules_5_modules_bn1_buffers_running_var_ + l_self_modules_backbone_modules_layer3_modules_5_modules_bn1_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_5_modules_bn1_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_5_modules_bn1_parameters_bias_ = L_self_modules_backbone_modules_layer3_modules_5_modules_bn1_parameters_bias_ + l_self_modules_backbone_modules_layer3_modules_5_modules_conv2_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_5_modules_conv2_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_5_modules_bn2_buffers_running_mean_ = L_self_modules_backbone_modules_layer3_modules_5_modules_bn2_buffers_running_mean_ + l_self_modules_backbone_modules_layer3_modules_5_modules_bn2_buffers_running_var_ = L_self_modules_backbone_modules_layer3_modules_5_modules_bn2_buffers_running_var_ + l_self_modules_backbone_modules_layer3_modules_5_modules_bn2_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_5_modules_bn2_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_5_modules_bn2_parameters_bias_ = L_self_modules_backbone_modules_layer3_modules_5_modules_bn2_parameters_bias_ + l_self_modules_backbone_modules_layer3_modules_5_modules_conv3_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_5_modules_conv3_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_5_modules_bn3_buffers_running_mean_ = L_self_modules_backbone_modules_layer3_modules_5_modules_bn3_buffers_running_mean_ + l_self_modules_backbone_modules_layer3_modules_5_modules_bn3_buffers_running_var_ = L_self_modules_backbone_modules_layer3_modules_5_modules_bn3_buffers_running_var_ + l_self_modules_backbone_modules_layer3_modules_5_modules_bn3_parameters_weight_ = L_self_modules_backbone_modules_layer3_modules_5_modules_bn3_parameters_weight_ + l_self_modules_backbone_modules_layer3_modules_5_modules_bn3_parameters_bias_ = L_self_modules_backbone_modules_layer3_modules_5_modules_bn3_parameters_bias_ + l_self_modules_backbone_modules_layer4_modules_0_modules_conv1_parameters_weight_ = L_self_modules_backbone_modules_layer4_modules_0_modules_conv1_parameters_weight_ + l_self_modules_backbone_modules_layer4_modules_0_modules_bn1_buffers_running_mean_ = L_self_modules_backbone_modules_layer4_modules_0_modules_bn1_buffers_running_mean_ + l_self_modules_backbone_modules_layer4_modules_0_modules_bn1_buffers_running_var_ = L_self_modules_backbone_modules_layer4_modules_0_modules_bn1_buffers_running_var_ + l_self_modules_backbone_modules_layer4_modules_0_modules_bn1_parameters_weight_ = L_self_modules_backbone_modules_layer4_modules_0_modules_bn1_parameters_weight_ + l_self_modules_backbone_modules_layer4_modules_0_modules_bn1_parameters_bias_ = L_self_modules_backbone_modules_layer4_modules_0_modules_bn1_parameters_bias_ + l_self_modules_backbone_modules_layer4_modules_0_modules_conv2_parameters_weight_ = L_self_modules_backbone_modules_layer4_modules_0_modules_conv2_parameters_weight_ + l_self_modules_backbone_modules_layer4_modules_0_modules_bn2_buffers_running_mean_ = L_self_modules_backbone_modules_layer4_modules_0_modules_bn2_buffers_running_mean_ + l_self_modules_backbone_modules_layer4_modules_0_modules_bn2_buffers_running_var_ = L_self_modules_backbone_modules_layer4_modules_0_modules_bn2_buffers_running_var_ + l_self_modules_backbone_modules_layer4_modules_0_modules_bn2_parameters_weight_ = L_self_modules_backbone_modules_layer4_modules_0_modules_bn2_parameters_weight_ + l_self_modules_backbone_modules_layer4_modules_0_modules_bn2_parameters_bias_ = L_self_modules_backbone_modules_layer4_modules_0_modules_bn2_parameters_bias_ + l_self_modules_backbone_modules_layer4_modules_0_modules_conv3_parameters_weight_ = L_self_modules_backbone_modules_layer4_modules_0_modules_conv3_parameters_weight_ + l_self_modules_backbone_modules_layer4_modules_0_modules_bn3_buffers_running_mean_ = L_self_modules_backbone_modules_layer4_modules_0_modules_bn3_buffers_running_mean_ + l_self_modules_backbone_modules_layer4_modules_0_modules_bn3_buffers_running_var_ = L_self_modules_backbone_modules_layer4_modules_0_modules_bn3_buffers_running_var_ + l_self_modules_backbone_modules_layer4_modules_0_modules_bn3_parameters_weight_ = L_self_modules_backbone_modules_layer4_modules_0_modules_bn3_parameters_weight_ + l_self_modules_backbone_modules_layer4_modules_0_modules_bn3_parameters_bias_ = L_self_modules_backbone_modules_layer4_modules_0_modules_bn3_parameters_bias_ + l_self_modules_backbone_modules_layer4_modules_0_modules_downsample_modules_0_parameters_weight_ = L_self_modules_backbone_modules_layer4_modules_0_modules_downsample_modules_0_parameters_weight_ + l_self_modules_backbone_modules_layer4_modules_0_modules_downsample_modules_1_buffers_running_mean_ = L_self_modules_backbone_modules_layer4_modules_0_modules_downsample_modules_1_buffers_running_mean_ + l_self_modules_backbone_modules_layer4_modules_0_modules_downsample_modules_1_buffers_running_var_ = L_self_modules_backbone_modules_layer4_modules_0_modules_downsample_modules_1_buffers_running_var_ + l_self_modules_backbone_modules_layer4_modules_0_modules_downsample_modules_1_parameters_weight_ = L_self_modules_backbone_modules_layer4_modules_0_modules_downsample_modules_1_parameters_weight_ + l_self_modules_backbone_modules_layer4_modules_0_modules_downsample_modules_1_parameters_bias_ = L_self_modules_backbone_modules_layer4_modules_0_modules_downsample_modules_1_parameters_bias_ + l_self_modules_backbone_modules_layer4_modules_1_modules_conv1_parameters_weight_ = L_self_modules_backbone_modules_layer4_modules_1_modules_conv1_parameters_weight_ + l_self_modules_backbone_modules_layer4_modules_1_modules_bn1_buffers_running_mean_ = L_self_modules_backbone_modules_layer4_modules_1_modules_bn1_buffers_running_mean_ + l_self_modules_backbone_modules_layer4_modules_1_modules_bn1_buffers_running_var_ = L_self_modules_backbone_modules_layer4_modules_1_modules_bn1_buffers_running_var_ + l_self_modules_backbone_modules_layer4_modules_1_modules_bn1_parameters_weight_ = L_self_modules_backbone_modules_layer4_modules_1_modules_bn1_parameters_weight_ + l_self_modules_backbone_modules_layer4_modules_1_modules_bn1_parameters_bias_ = L_self_modules_backbone_modules_layer4_modules_1_modules_bn1_parameters_bias_ + l_self_modules_backbone_modules_layer4_modules_1_modules_conv2_parameters_weight_ = L_self_modules_backbone_modules_layer4_modules_1_modules_conv2_parameters_weight_ + l_self_modules_backbone_modules_layer4_modules_1_modules_bn2_buffers_running_mean_ = L_self_modules_backbone_modules_layer4_modules_1_modules_bn2_buffers_running_mean_ + l_self_modules_backbone_modules_layer4_modules_1_modules_bn2_buffers_running_var_ = L_self_modules_backbone_modules_layer4_modules_1_modules_bn2_buffers_running_var_ + l_self_modules_backbone_modules_layer4_modules_1_modules_bn2_parameters_weight_ = L_self_modules_backbone_modules_layer4_modules_1_modules_bn2_parameters_weight_ + l_self_modules_backbone_modules_layer4_modules_1_modules_bn2_parameters_bias_ = L_self_modules_backbone_modules_layer4_modules_1_modules_bn2_parameters_bias_ + l_self_modules_backbone_modules_layer4_modules_1_modules_conv3_parameters_weight_ = L_self_modules_backbone_modules_layer4_modules_1_modules_conv3_parameters_weight_ + l_self_modules_backbone_modules_layer4_modules_1_modules_bn3_buffers_running_mean_ = L_self_modules_backbone_modules_layer4_modules_1_modules_bn3_buffers_running_mean_ + l_self_modules_backbone_modules_layer4_modules_1_modules_bn3_buffers_running_var_ = L_self_modules_backbone_modules_layer4_modules_1_modules_bn3_buffers_running_var_ + l_self_modules_backbone_modules_layer4_modules_1_modules_bn3_parameters_weight_ = L_self_modules_backbone_modules_layer4_modules_1_modules_bn3_parameters_weight_ + l_self_modules_backbone_modules_layer4_modules_1_modules_bn3_parameters_bias_ = L_self_modules_backbone_modules_layer4_modules_1_modules_bn3_parameters_bias_ + l_self_modules_backbone_modules_layer4_modules_2_modules_conv1_parameters_weight_ = L_self_modules_backbone_modules_layer4_modules_2_modules_conv1_parameters_weight_ + l_self_modules_backbone_modules_layer4_modules_2_modules_bn1_buffers_running_mean_ = L_self_modules_backbone_modules_layer4_modules_2_modules_bn1_buffers_running_mean_ + l_self_modules_backbone_modules_layer4_modules_2_modules_bn1_buffers_running_var_ = L_self_modules_backbone_modules_layer4_modules_2_modules_bn1_buffers_running_var_ + l_self_modules_backbone_modules_layer4_modules_2_modules_bn1_parameters_weight_ = L_self_modules_backbone_modules_layer4_modules_2_modules_bn1_parameters_weight_ + l_self_modules_backbone_modules_layer4_modules_2_modules_bn1_parameters_bias_ = L_self_modules_backbone_modules_layer4_modules_2_modules_bn1_parameters_bias_ + l_self_modules_backbone_modules_layer4_modules_2_modules_conv2_parameters_weight_ = L_self_modules_backbone_modules_layer4_modules_2_modules_conv2_parameters_weight_ + l_self_modules_backbone_modules_layer4_modules_2_modules_bn2_buffers_running_mean_ = L_self_modules_backbone_modules_layer4_modules_2_modules_bn2_buffers_running_mean_ + l_self_modules_backbone_modules_layer4_modules_2_modules_bn2_buffers_running_var_ = L_self_modules_backbone_modules_layer4_modules_2_modules_bn2_buffers_running_var_ + l_self_modules_backbone_modules_layer4_modules_2_modules_bn2_parameters_weight_ = L_self_modules_backbone_modules_layer4_modules_2_modules_bn2_parameters_weight_ + l_self_modules_backbone_modules_layer4_modules_2_modules_bn2_parameters_bias_ = L_self_modules_backbone_modules_layer4_modules_2_modules_bn2_parameters_bias_ + l_self_modules_backbone_modules_layer4_modules_2_modules_conv3_parameters_weight_ = L_self_modules_backbone_modules_layer4_modules_2_modules_conv3_parameters_weight_ + l_self_modules_backbone_modules_layer4_modules_2_modules_bn3_buffers_running_mean_ = L_self_modules_backbone_modules_layer4_modules_2_modules_bn3_buffers_running_mean_ + l_self_modules_backbone_modules_layer4_modules_2_modules_bn3_buffers_running_var_ = L_self_modules_backbone_modules_layer4_modules_2_modules_bn3_buffers_running_var_ + l_self_modules_backbone_modules_layer4_modules_2_modules_bn3_parameters_weight_ = L_self_modules_backbone_modules_layer4_modules_2_modules_bn3_parameters_weight_ + l_self_modules_backbone_modules_layer4_modules_2_modules_bn3_parameters_bias_ = L_self_modules_backbone_modules_layer4_modules_2_modules_bn3_parameters_bias_ + l_self_modules_classifier_modules_0_modules_convs_modules_0_modules_0_parameters_weight_ = L_self_modules_classifier_modules_0_modules_convs_modules_0_modules_0_parameters_weight_ + l_self_modules_classifier_modules_0_modules_convs_modules_0_modules_1_buffers_running_mean_ = L_self_modules_classifier_modules_0_modules_convs_modules_0_modules_1_buffers_running_mean_ + l_self_modules_classifier_modules_0_modules_convs_modules_0_modules_1_buffers_running_var_ = L_self_modules_classifier_modules_0_modules_convs_modules_0_modules_1_buffers_running_var_ + l_self_modules_classifier_modules_0_modules_convs_modules_0_modules_1_parameters_weight_ = L_self_modules_classifier_modules_0_modules_convs_modules_0_modules_1_parameters_weight_ + l_self_modules_classifier_modules_0_modules_convs_modules_0_modules_1_parameters_bias_ = L_self_modules_classifier_modules_0_modules_convs_modules_0_modules_1_parameters_bias_ + l_self_modules_classifier_modules_0_modules_convs_modules_1_modules_0_parameters_weight_ = L_self_modules_classifier_modules_0_modules_convs_modules_1_modules_0_parameters_weight_ + l_self_modules_classifier_modules_0_modules_convs_modules_1_modules_1_buffers_running_mean_ = L_self_modules_classifier_modules_0_modules_convs_modules_1_modules_1_buffers_running_mean_ + l_self_modules_classifier_modules_0_modules_convs_modules_1_modules_1_buffers_running_var_ = L_self_modules_classifier_modules_0_modules_convs_modules_1_modules_1_buffers_running_var_ + l_self_modules_classifier_modules_0_modules_convs_modules_1_modules_1_parameters_weight_ = L_self_modules_classifier_modules_0_modules_convs_modules_1_modules_1_parameters_weight_ + l_self_modules_classifier_modules_0_modules_convs_modules_1_modules_1_parameters_bias_ = L_self_modules_classifier_modules_0_modules_convs_modules_1_modules_1_parameters_bias_ + l_self_modules_classifier_modules_0_modules_convs_modules_2_modules_0_parameters_weight_ = L_self_modules_classifier_modules_0_modules_convs_modules_2_modules_0_parameters_weight_ + l_self_modules_classifier_modules_0_modules_convs_modules_2_modules_1_buffers_running_mean_ = L_self_modules_classifier_modules_0_modules_convs_modules_2_modules_1_buffers_running_mean_ + l_self_modules_classifier_modules_0_modules_convs_modules_2_modules_1_buffers_running_var_ = L_self_modules_classifier_modules_0_modules_convs_modules_2_modules_1_buffers_running_var_ + l_self_modules_classifier_modules_0_modules_convs_modules_2_modules_1_parameters_weight_ = L_self_modules_classifier_modules_0_modules_convs_modules_2_modules_1_parameters_weight_ + l_self_modules_classifier_modules_0_modules_convs_modules_2_modules_1_parameters_bias_ = L_self_modules_classifier_modules_0_modules_convs_modules_2_modules_1_parameters_bias_ + l_self_modules_classifier_modules_0_modules_convs_modules_3_modules_0_parameters_weight_ = L_self_modules_classifier_modules_0_modules_convs_modules_3_modules_0_parameters_weight_ + l_self_modules_classifier_modules_0_modules_convs_modules_3_modules_1_buffers_running_mean_ = L_self_modules_classifier_modules_0_modules_convs_modules_3_modules_1_buffers_running_mean_ + l_self_modules_classifier_modules_0_modules_convs_modules_3_modules_1_buffers_running_var_ = L_self_modules_classifier_modules_0_modules_convs_modules_3_modules_1_buffers_running_var_ + l_self_modules_classifier_modules_0_modules_convs_modules_3_modules_1_parameters_weight_ = L_self_modules_classifier_modules_0_modules_convs_modules_3_modules_1_parameters_weight_ + l_self_modules_classifier_modules_0_modules_convs_modules_3_modules_1_parameters_bias_ = L_self_modules_classifier_modules_0_modules_convs_modules_3_modules_1_parameters_bias_ + l_self_modules_classifier_modules_0_modules_convs_modules_4_modules_1_parameters_weight_ = L_self_modules_classifier_modules_0_modules_convs_modules_4_modules_1_parameters_weight_ + l_self_modules_classifier_modules_0_modules_convs_modules_4_modules_2_buffers_running_mean_ = L_self_modules_classifier_modules_0_modules_convs_modules_4_modules_2_buffers_running_mean_ + l_self_modules_classifier_modules_0_modules_convs_modules_4_modules_2_buffers_running_var_ = L_self_modules_classifier_modules_0_modules_convs_modules_4_modules_2_buffers_running_var_ + l_self_modules_classifier_modules_0_modules_convs_modules_4_modules_2_parameters_weight_ = L_self_modules_classifier_modules_0_modules_convs_modules_4_modules_2_parameters_weight_ + l_self_modules_classifier_modules_0_modules_convs_modules_4_modules_2_parameters_bias_ = L_self_modules_classifier_modules_0_modules_convs_modules_4_modules_2_parameters_bias_ + l_self_modules_classifier_modules_0_modules_project_modules_0_parameters_weight_ = L_self_modules_classifier_modules_0_modules_project_modules_0_parameters_weight_ + l_self_modules_classifier_modules_0_modules_project_modules_1_buffers_running_mean_ = L_self_modules_classifier_modules_0_modules_project_modules_1_buffers_running_mean_ + l_self_modules_classifier_modules_0_modules_project_modules_1_buffers_running_var_ = L_self_modules_classifier_modules_0_modules_project_modules_1_buffers_running_var_ + l_self_modules_classifier_modules_0_modules_project_modules_1_parameters_weight_ = L_self_modules_classifier_modules_0_modules_project_modules_1_parameters_weight_ + l_self_modules_classifier_modules_0_modules_project_modules_1_parameters_bias_ = L_self_modules_classifier_modules_0_modules_project_modules_1_parameters_bias_ + l_self_modules_classifier_modules_1_parameters_weight_ = ( + L_self_modules_classifier_modules_1_parameters_weight_ + ) + l_self_modules_classifier_modules_2_buffers_running_mean_ = ( + L_self_modules_classifier_modules_2_buffers_running_mean_ + ) + l_self_modules_classifier_modules_2_buffers_running_var_ = ( + L_self_modules_classifier_modules_2_buffers_running_var_ + ) + l_self_modules_classifier_modules_2_parameters_weight_ = ( + L_self_modules_classifier_modules_2_parameters_weight_ + ) + l_self_modules_classifier_modules_2_parameters_bias_ = ( + L_self_modules_classifier_modules_2_parameters_bias_ + ) + l_self_modules_classifier_modules_4_parameters_weight_ = ( + L_self_modules_classifier_modules_4_parameters_weight_ + ) + l_self_modules_classifier_modules_4_parameters_bias_ = ( + L_self_modules_classifier_modules_4_parameters_bias_ + ) + l_self_modules_aux_classifier_modules_0_parameters_weight_ = ( + L_self_modules_aux_classifier_modules_0_parameters_weight_ + ) + l_self_modules_aux_classifier_modules_1_buffers_running_mean_ = ( + L_self_modules_aux_classifier_modules_1_buffers_running_mean_ + ) + l_self_modules_aux_classifier_modules_1_buffers_running_var_ = ( + L_self_modules_aux_classifier_modules_1_buffers_running_var_ + ) + l_self_modules_aux_classifier_modules_1_parameters_weight_ = ( + L_self_modules_aux_classifier_modules_1_parameters_weight_ + ) + l_self_modules_aux_classifier_modules_1_parameters_bias_ = ( + L_self_modules_aux_classifier_modules_1_parameters_bias_ + ) + l_self_modules_aux_classifier_modules_4_parameters_weight_ = ( + L_self_modules_aux_classifier_modules_4_parameters_weight_ + ) + l_self_modules_aux_classifier_modules_4_parameters_bias_ = ( + L_self_modules_aux_classifier_modules_4_parameters_bias_ + ) + x = torch.conv2d( + l_x_, + l_self_modules_backbone_modules_conv1_parameters_weight_, + None, + (2, 2), + (3, 3), + (1, 1), + 1, + ) + l_x_ = l_self_modules_backbone_modules_conv1_parameters_weight_ = None + x_1 = torch.nn.functional.batch_norm( + x, + l_self_modules_backbone_modules_bn1_buffers_running_mean_, + l_self_modules_backbone_modules_bn1_buffers_running_var_, + l_self_modules_backbone_modules_bn1_parameters_weight_, + l_self_modules_backbone_modules_bn1_parameters_bias_, + False, + 0.1, + 1e-05, + ) + x = ( + l_self_modules_backbone_modules_bn1_buffers_running_mean_ + ) = ( + l_self_modules_backbone_modules_bn1_buffers_running_var_ + ) = ( + l_self_modules_backbone_modules_bn1_parameters_weight_ + ) = l_self_modules_backbone_modules_bn1_parameters_bias_ = None + x_2 = torch.nn.functional.relu(x_1, inplace=True) + x_1 = None + x_3 = torch.nn.functional.max_pool2d( + x_2, 3, 2, 1, 1, ceil_mode=False, return_indices=False + ) + x_2 = None + out = torch.conv2d( + x_3, + l_self_modules_backbone_modules_layer1_modules_0_modules_conv1_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_backbone_modules_layer1_modules_0_modules_conv1_parameters_weight_ = ( + None + ) + out_1 = torch.nn.functional.batch_norm( + out, + l_self_modules_backbone_modules_layer1_modules_0_modules_bn1_buffers_running_mean_, + l_self_modules_backbone_modules_layer1_modules_0_modules_bn1_buffers_running_var_, + l_self_modules_backbone_modules_layer1_modules_0_modules_bn1_parameters_weight_, + l_self_modules_backbone_modules_layer1_modules_0_modules_bn1_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out = l_self_modules_backbone_modules_layer1_modules_0_modules_bn1_buffers_running_mean_ = l_self_modules_backbone_modules_layer1_modules_0_modules_bn1_buffers_running_var_ = l_self_modules_backbone_modules_layer1_modules_0_modules_bn1_parameters_weight_ = l_self_modules_backbone_modules_layer1_modules_0_modules_bn1_parameters_bias_ = (None) + out_2 = torch.nn.functional.relu(out_1, inplace=True) + out_1 = None + out_3 = torch.conv2d( + out_2, + l_self_modules_backbone_modules_layer1_modules_0_modules_conv2_parameters_weight_, + None, + (1, 1), + (1, 1), + (1, 1), + 1, + ) + out_2 = l_self_modules_backbone_modules_layer1_modules_0_modules_conv2_parameters_weight_ = (None) + out_4 = torch.nn.functional.batch_norm( + out_3, + l_self_modules_backbone_modules_layer1_modules_0_modules_bn2_buffers_running_mean_, + l_self_modules_backbone_modules_layer1_modules_0_modules_bn2_buffers_running_var_, + l_self_modules_backbone_modules_layer1_modules_0_modules_bn2_parameters_weight_, + l_self_modules_backbone_modules_layer1_modules_0_modules_bn2_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_3 = l_self_modules_backbone_modules_layer1_modules_0_modules_bn2_buffers_running_mean_ = l_self_modules_backbone_modules_layer1_modules_0_modules_bn2_buffers_running_var_ = l_self_modules_backbone_modules_layer1_modules_0_modules_bn2_parameters_weight_ = l_self_modules_backbone_modules_layer1_modules_0_modules_bn2_parameters_bias_ = (None) + out_5 = torch.nn.functional.relu(out_4, inplace=True) + out_4 = None + out_6 = torch.conv2d( + out_5, + l_self_modules_backbone_modules_layer1_modules_0_modules_conv3_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + out_5 = l_self_modules_backbone_modules_layer1_modules_0_modules_conv3_parameters_weight_ = (None) + out_7 = torch.nn.functional.batch_norm( + out_6, + l_self_modules_backbone_modules_layer1_modules_0_modules_bn3_buffers_running_mean_, + l_self_modules_backbone_modules_layer1_modules_0_modules_bn3_buffers_running_var_, + l_self_modules_backbone_modules_layer1_modules_0_modules_bn3_parameters_weight_, + l_self_modules_backbone_modules_layer1_modules_0_modules_bn3_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_6 = l_self_modules_backbone_modules_layer1_modules_0_modules_bn3_buffers_running_mean_ = l_self_modules_backbone_modules_layer1_modules_0_modules_bn3_buffers_running_var_ = l_self_modules_backbone_modules_layer1_modules_0_modules_bn3_parameters_weight_ = l_self_modules_backbone_modules_layer1_modules_0_modules_bn3_parameters_bias_ = (None) + input_1 = torch.conv2d( + x_3, + l_self_modules_backbone_modules_layer1_modules_0_modules_downsample_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + x_3 = l_self_modules_backbone_modules_layer1_modules_0_modules_downsample_modules_0_parameters_weight_ = (None) + input_2 = torch.nn.functional.batch_norm( + input_1, + l_self_modules_backbone_modules_layer1_modules_0_modules_downsample_modules_1_buffers_running_mean_, + l_self_modules_backbone_modules_layer1_modules_0_modules_downsample_modules_1_buffers_running_var_, + l_self_modules_backbone_modules_layer1_modules_0_modules_downsample_modules_1_parameters_weight_, + l_self_modules_backbone_modules_layer1_modules_0_modules_downsample_modules_1_parameters_bias_, + False, + 0.1, + 1e-05, + ) + input_1 = l_self_modules_backbone_modules_layer1_modules_0_modules_downsample_modules_1_buffers_running_mean_ = l_self_modules_backbone_modules_layer1_modules_0_modules_downsample_modules_1_buffers_running_var_ = l_self_modules_backbone_modules_layer1_modules_0_modules_downsample_modules_1_parameters_weight_ = l_self_modules_backbone_modules_layer1_modules_0_modules_downsample_modules_1_parameters_bias_ = (None) + out_7 += input_2 + out_8 = out_7 + out_7 = input_2 = None + out_9 = torch.nn.functional.relu(out_8, inplace=True) + out_8 = None + out_10 = torch.conv2d( + out_9, + l_self_modules_backbone_modules_layer1_modules_1_modules_conv1_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_backbone_modules_layer1_modules_1_modules_conv1_parameters_weight_ = ( + None + ) + out_11 = torch.nn.functional.batch_norm( + out_10, + l_self_modules_backbone_modules_layer1_modules_1_modules_bn1_buffers_running_mean_, + l_self_modules_backbone_modules_layer1_modules_1_modules_bn1_buffers_running_var_, + l_self_modules_backbone_modules_layer1_modules_1_modules_bn1_parameters_weight_, + l_self_modules_backbone_modules_layer1_modules_1_modules_bn1_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_10 = l_self_modules_backbone_modules_layer1_modules_1_modules_bn1_buffers_running_mean_ = l_self_modules_backbone_modules_layer1_modules_1_modules_bn1_buffers_running_var_ = l_self_modules_backbone_modules_layer1_modules_1_modules_bn1_parameters_weight_ = l_self_modules_backbone_modules_layer1_modules_1_modules_bn1_parameters_bias_ = (None) + out_12 = torch.nn.functional.relu(out_11, inplace=True) + out_11 = None + out_13 = torch.conv2d( + out_12, + l_self_modules_backbone_modules_layer1_modules_1_modules_conv2_parameters_weight_, + None, + (1, 1), + (1, 1), + (1, 1), + 1, + ) + out_12 = l_self_modules_backbone_modules_layer1_modules_1_modules_conv2_parameters_weight_ = (None) + out_14 = torch.nn.functional.batch_norm( + out_13, + l_self_modules_backbone_modules_layer1_modules_1_modules_bn2_buffers_running_mean_, + l_self_modules_backbone_modules_layer1_modules_1_modules_bn2_buffers_running_var_, + l_self_modules_backbone_modules_layer1_modules_1_modules_bn2_parameters_weight_, + l_self_modules_backbone_modules_layer1_modules_1_modules_bn2_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_13 = l_self_modules_backbone_modules_layer1_modules_1_modules_bn2_buffers_running_mean_ = l_self_modules_backbone_modules_layer1_modules_1_modules_bn2_buffers_running_var_ = l_self_modules_backbone_modules_layer1_modules_1_modules_bn2_parameters_weight_ = l_self_modules_backbone_modules_layer1_modules_1_modules_bn2_parameters_bias_ = (None) + out_15 = torch.nn.functional.relu(out_14, inplace=True) + out_14 = None + out_16 = torch.conv2d( + out_15, + l_self_modules_backbone_modules_layer1_modules_1_modules_conv3_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + out_15 = l_self_modules_backbone_modules_layer1_modules_1_modules_conv3_parameters_weight_ = (None) + out_17 = torch.nn.functional.batch_norm( + out_16, + l_self_modules_backbone_modules_layer1_modules_1_modules_bn3_buffers_running_mean_, + l_self_modules_backbone_modules_layer1_modules_1_modules_bn3_buffers_running_var_, + l_self_modules_backbone_modules_layer1_modules_1_modules_bn3_parameters_weight_, + l_self_modules_backbone_modules_layer1_modules_1_modules_bn3_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_16 = l_self_modules_backbone_modules_layer1_modules_1_modules_bn3_buffers_running_mean_ = l_self_modules_backbone_modules_layer1_modules_1_modules_bn3_buffers_running_var_ = l_self_modules_backbone_modules_layer1_modules_1_modules_bn3_parameters_weight_ = l_self_modules_backbone_modules_layer1_modules_1_modules_bn3_parameters_bias_ = (None) + out_17 += out_9 + out_18 = out_17 + out_17 = out_9 = None + out_19 = torch.nn.functional.relu(out_18, inplace=True) + out_18 = None + out_20 = torch.conv2d( + out_19, + l_self_modules_backbone_modules_layer1_modules_2_modules_conv1_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_backbone_modules_layer1_modules_2_modules_conv1_parameters_weight_ = ( + None + ) + out_21 = torch.nn.functional.batch_norm( + out_20, + l_self_modules_backbone_modules_layer1_modules_2_modules_bn1_buffers_running_mean_, + l_self_modules_backbone_modules_layer1_modules_2_modules_bn1_buffers_running_var_, + l_self_modules_backbone_modules_layer1_modules_2_modules_bn1_parameters_weight_, + l_self_modules_backbone_modules_layer1_modules_2_modules_bn1_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_20 = l_self_modules_backbone_modules_layer1_modules_2_modules_bn1_buffers_running_mean_ = l_self_modules_backbone_modules_layer1_modules_2_modules_bn1_buffers_running_var_ = l_self_modules_backbone_modules_layer1_modules_2_modules_bn1_parameters_weight_ = l_self_modules_backbone_modules_layer1_modules_2_modules_bn1_parameters_bias_ = (None) + out_22 = torch.nn.functional.relu(out_21, inplace=True) + out_21 = None + out_23 = torch.conv2d( + out_22, + l_self_modules_backbone_modules_layer1_modules_2_modules_conv2_parameters_weight_, + None, + (1, 1), + (1, 1), + (1, 1), + 1, + ) + out_22 = l_self_modules_backbone_modules_layer1_modules_2_modules_conv2_parameters_weight_ = (None) + out_24 = torch.nn.functional.batch_norm( + out_23, + l_self_modules_backbone_modules_layer1_modules_2_modules_bn2_buffers_running_mean_, + l_self_modules_backbone_modules_layer1_modules_2_modules_bn2_buffers_running_var_, + l_self_modules_backbone_modules_layer1_modules_2_modules_bn2_parameters_weight_, + l_self_modules_backbone_modules_layer1_modules_2_modules_bn2_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_23 = l_self_modules_backbone_modules_layer1_modules_2_modules_bn2_buffers_running_mean_ = l_self_modules_backbone_modules_layer1_modules_2_modules_bn2_buffers_running_var_ = l_self_modules_backbone_modules_layer1_modules_2_modules_bn2_parameters_weight_ = l_self_modules_backbone_modules_layer1_modules_2_modules_bn2_parameters_bias_ = (None) + out_25 = torch.nn.functional.relu(out_24, inplace=True) + out_24 = None + out_26 = torch.conv2d( + out_25, + l_self_modules_backbone_modules_layer1_modules_2_modules_conv3_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + out_25 = l_self_modules_backbone_modules_layer1_modules_2_modules_conv3_parameters_weight_ = (None) + out_27 = torch.nn.functional.batch_norm( + out_26, + l_self_modules_backbone_modules_layer1_modules_2_modules_bn3_buffers_running_mean_, + l_self_modules_backbone_modules_layer1_modules_2_modules_bn3_buffers_running_var_, + l_self_modules_backbone_modules_layer1_modules_2_modules_bn3_parameters_weight_, + l_self_modules_backbone_modules_layer1_modules_2_modules_bn3_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_26 = l_self_modules_backbone_modules_layer1_modules_2_modules_bn3_buffers_running_mean_ = l_self_modules_backbone_modules_layer1_modules_2_modules_bn3_buffers_running_var_ = l_self_modules_backbone_modules_layer1_modules_2_modules_bn3_parameters_weight_ = l_self_modules_backbone_modules_layer1_modules_2_modules_bn3_parameters_bias_ = (None) + out_27 += out_19 + out_28 = out_27 + out_27 = out_19 = None + out_29 = torch.nn.functional.relu(out_28, inplace=True) + out_28 = None + out_30 = torch.conv2d( + out_29, + l_self_modules_backbone_modules_layer2_modules_0_modules_conv1_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_backbone_modules_layer2_modules_0_modules_conv1_parameters_weight_ = ( + None + ) + out_31 = torch.nn.functional.batch_norm( + out_30, + l_self_modules_backbone_modules_layer2_modules_0_modules_bn1_buffers_running_mean_, + l_self_modules_backbone_modules_layer2_modules_0_modules_bn1_buffers_running_var_, + l_self_modules_backbone_modules_layer2_modules_0_modules_bn1_parameters_weight_, + l_self_modules_backbone_modules_layer2_modules_0_modules_bn1_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_30 = l_self_modules_backbone_modules_layer2_modules_0_modules_bn1_buffers_running_mean_ = l_self_modules_backbone_modules_layer2_modules_0_modules_bn1_buffers_running_var_ = l_self_modules_backbone_modules_layer2_modules_0_modules_bn1_parameters_weight_ = l_self_modules_backbone_modules_layer2_modules_0_modules_bn1_parameters_bias_ = (None) + out_32 = torch.nn.functional.relu(out_31, inplace=True) + out_31 = None + out_33 = torch.conv2d( + out_32, + l_self_modules_backbone_modules_layer2_modules_0_modules_conv2_parameters_weight_, + None, + (2, 2), + (1, 1), + (1, 1), + 1, + ) + out_32 = l_self_modules_backbone_modules_layer2_modules_0_modules_conv2_parameters_weight_ = (None) + out_34 = torch.nn.functional.batch_norm( + out_33, + l_self_modules_backbone_modules_layer2_modules_0_modules_bn2_buffers_running_mean_, + l_self_modules_backbone_modules_layer2_modules_0_modules_bn2_buffers_running_var_, + l_self_modules_backbone_modules_layer2_modules_0_modules_bn2_parameters_weight_, + l_self_modules_backbone_modules_layer2_modules_0_modules_bn2_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_33 = l_self_modules_backbone_modules_layer2_modules_0_modules_bn2_buffers_running_mean_ = l_self_modules_backbone_modules_layer2_modules_0_modules_bn2_buffers_running_var_ = l_self_modules_backbone_modules_layer2_modules_0_modules_bn2_parameters_weight_ = l_self_modules_backbone_modules_layer2_modules_0_modules_bn2_parameters_bias_ = (None) + out_35 = torch.nn.functional.relu(out_34, inplace=True) + out_34 = None + out_36 = torch.conv2d( + out_35, + l_self_modules_backbone_modules_layer2_modules_0_modules_conv3_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + out_35 = l_self_modules_backbone_modules_layer2_modules_0_modules_conv3_parameters_weight_ = (None) + out_37 = torch.nn.functional.batch_norm( + out_36, + l_self_modules_backbone_modules_layer2_modules_0_modules_bn3_buffers_running_mean_, + l_self_modules_backbone_modules_layer2_modules_0_modules_bn3_buffers_running_var_, + l_self_modules_backbone_modules_layer2_modules_0_modules_bn3_parameters_weight_, + l_self_modules_backbone_modules_layer2_modules_0_modules_bn3_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_36 = l_self_modules_backbone_modules_layer2_modules_0_modules_bn3_buffers_running_mean_ = l_self_modules_backbone_modules_layer2_modules_0_modules_bn3_buffers_running_var_ = l_self_modules_backbone_modules_layer2_modules_0_modules_bn3_parameters_weight_ = l_self_modules_backbone_modules_layer2_modules_0_modules_bn3_parameters_bias_ = (None) + input_3 = torch.conv2d( + out_29, + l_self_modules_backbone_modules_layer2_modules_0_modules_downsample_modules_0_parameters_weight_, + None, + (2, 2), + (0, 0), + (1, 1), + 1, + ) + out_29 = l_self_modules_backbone_modules_layer2_modules_0_modules_downsample_modules_0_parameters_weight_ = (None) + input_4 = torch.nn.functional.batch_norm( + input_3, + l_self_modules_backbone_modules_layer2_modules_0_modules_downsample_modules_1_buffers_running_mean_, + l_self_modules_backbone_modules_layer2_modules_0_modules_downsample_modules_1_buffers_running_var_, + l_self_modules_backbone_modules_layer2_modules_0_modules_downsample_modules_1_parameters_weight_, + l_self_modules_backbone_modules_layer2_modules_0_modules_downsample_modules_1_parameters_bias_, + False, + 0.1, + 1e-05, + ) + input_3 = l_self_modules_backbone_modules_layer2_modules_0_modules_downsample_modules_1_buffers_running_mean_ = l_self_modules_backbone_modules_layer2_modules_0_modules_downsample_modules_1_buffers_running_var_ = l_self_modules_backbone_modules_layer2_modules_0_modules_downsample_modules_1_parameters_weight_ = l_self_modules_backbone_modules_layer2_modules_0_modules_downsample_modules_1_parameters_bias_ = (None) + out_37 += input_4 + out_38 = out_37 + out_37 = input_4 = None + out_39 = torch.nn.functional.relu(out_38, inplace=True) + out_38 = None + out_40 = torch.conv2d( + out_39, + l_self_modules_backbone_modules_layer2_modules_1_modules_conv1_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_backbone_modules_layer2_modules_1_modules_conv1_parameters_weight_ = ( + None + ) + out_41 = torch.nn.functional.batch_norm( + out_40, + l_self_modules_backbone_modules_layer2_modules_1_modules_bn1_buffers_running_mean_, + l_self_modules_backbone_modules_layer2_modules_1_modules_bn1_buffers_running_var_, + l_self_modules_backbone_modules_layer2_modules_1_modules_bn1_parameters_weight_, + l_self_modules_backbone_modules_layer2_modules_1_modules_bn1_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_40 = l_self_modules_backbone_modules_layer2_modules_1_modules_bn1_buffers_running_mean_ = l_self_modules_backbone_modules_layer2_modules_1_modules_bn1_buffers_running_var_ = l_self_modules_backbone_modules_layer2_modules_1_modules_bn1_parameters_weight_ = l_self_modules_backbone_modules_layer2_modules_1_modules_bn1_parameters_bias_ = (None) + out_42 = torch.nn.functional.relu(out_41, inplace=True) + out_41 = None + out_43 = torch.conv2d( + out_42, + l_self_modules_backbone_modules_layer2_modules_1_modules_conv2_parameters_weight_, + None, + (1, 1), + (1, 1), + (1, 1), + 1, + ) + out_42 = l_self_modules_backbone_modules_layer2_modules_1_modules_conv2_parameters_weight_ = (None) + out_44 = torch.nn.functional.batch_norm( + out_43, + l_self_modules_backbone_modules_layer2_modules_1_modules_bn2_buffers_running_mean_, + l_self_modules_backbone_modules_layer2_modules_1_modules_bn2_buffers_running_var_, + l_self_modules_backbone_modules_layer2_modules_1_modules_bn2_parameters_weight_, + l_self_modules_backbone_modules_layer2_modules_1_modules_bn2_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_43 = l_self_modules_backbone_modules_layer2_modules_1_modules_bn2_buffers_running_mean_ = l_self_modules_backbone_modules_layer2_modules_1_modules_bn2_buffers_running_var_ = l_self_modules_backbone_modules_layer2_modules_1_modules_bn2_parameters_weight_ = l_self_modules_backbone_modules_layer2_modules_1_modules_bn2_parameters_bias_ = (None) + out_45 = torch.nn.functional.relu(out_44, inplace=True) + out_44 = None + out_46 = torch.conv2d( + out_45, + l_self_modules_backbone_modules_layer2_modules_1_modules_conv3_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + out_45 = l_self_modules_backbone_modules_layer2_modules_1_modules_conv3_parameters_weight_ = (None) + out_47 = torch.nn.functional.batch_norm( + out_46, + l_self_modules_backbone_modules_layer2_modules_1_modules_bn3_buffers_running_mean_, + l_self_modules_backbone_modules_layer2_modules_1_modules_bn3_buffers_running_var_, + l_self_modules_backbone_modules_layer2_modules_1_modules_bn3_parameters_weight_, + l_self_modules_backbone_modules_layer2_modules_1_modules_bn3_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_46 = l_self_modules_backbone_modules_layer2_modules_1_modules_bn3_buffers_running_mean_ = l_self_modules_backbone_modules_layer2_modules_1_modules_bn3_buffers_running_var_ = l_self_modules_backbone_modules_layer2_modules_1_modules_bn3_parameters_weight_ = l_self_modules_backbone_modules_layer2_modules_1_modules_bn3_parameters_bias_ = (None) + out_47 += out_39 + out_48 = out_47 + out_47 = out_39 = None + out_49 = torch.nn.functional.relu(out_48, inplace=True) + out_48 = None + out_50 = torch.conv2d( + out_49, + l_self_modules_backbone_modules_layer2_modules_2_modules_conv1_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_backbone_modules_layer2_modules_2_modules_conv1_parameters_weight_ = ( + None + ) + out_51 = torch.nn.functional.batch_norm( + out_50, + l_self_modules_backbone_modules_layer2_modules_2_modules_bn1_buffers_running_mean_, + l_self_modules_backbone_modules_layer2_modules_2_modules_bn1_buffers_running_var_, + l_self_modules_backbone_modules_layer2_modules_2_modules_bn1_parameters_weight_, + l_self_modules_backbone_modules_layer2_modules_2_modules_bn1_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_50 = l_self_modules_backbone_modules_layer2_modules_2_modules_bn1_buffers_running_mean_ = l_self_modules_backbone_modules_layer2_modules_2_modules_bn1_buffers_running_var_ = l_self_modules_backbone_modules_layer2_modules_2_modules_bn1_parameters_weight_ = l_self_modules_backbone_modules_layer2_modules_2_modules_bn1_parameters_bias_ = (None) + out_52 = torch.nn.functional.relu(out_51, inplace=True) + out_51 = None + out_53 = torch.conv2d( + out_52, + l_self_modules_backbone_modules_layer2_modules_2_modules_conv2_parameters_weight_, + None, + (1, 1), + (1, 1), + (1, 1), + 1, + ) + out_52 = l_self_modules_backbone_modules_layer2_modules_2_modules_conv2_parameters_weight_ = (None) + out_54 = torch.nn.functional.batch_norm( + out_53, + l_self_modules_backbone_modules_layer2_modules_2_modules_bn2_buffers_running_mean_, + l_self_modules_backbone_modules_layer2_modules_2_modules_bn2_buffers_running_var_, + l_self_modules_backbone_modules_layer2_modules_2_modules_bn2_parameters_weight_, + l_self_modules_backbone_modules_layer2_modules_2_modules_bn2_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_53 = l_self_modules_backbone_modules_layer2_modules_2_modules_bn2_buffers_running_mean_ = l_self_modules_backbone_modules_layer2_modules_2_modules_bn2_buffers_running_var_ = l_self_modules_backbone_modules_layer2_modules_2_modules_bn2_parameters_weight_ = l_self_modules_backbone_modules_layer2_modules_2_modules_bn2_parameters_bias_ = (None) + out_55 = torch.nn.functional.relu(out_54, inplace=True) + out_54 = None + out_56 = torch.conv2d( + out_55, + l_self_modules_backbone_modules_layer2_modules_2_modules_conv3_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + out_55 = l_self_modules_backbone_modules_layer2_modules_2_modules_conv3_parameters_weight_ = (None) + out_57 = torch.nn.functional.batch_norm( + out_56, + l_self_modules_backbone_modules_layer2_modules_2_modules_bn3_buffers_running_mean_, + l_self_modules_backbone_modules_layer2_modules_2_modules_bn3_buffers_running_var_, + l_self_modules_backbone_modules_layer2_modules_2_modules_bn3_parameters_weight_, + l_self_modules_backbone_modules_layer2_modules_2_modules_bn3_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_56 = l_self_modules_backbone_modules_layer2_modules_2_modules_bn3_buffers_running_mean_ = l_self_modules_backbone_modules_layer2_modules_2_modules_bn3_buffers_running_var_ = l_self_modules_backbone_modules_layer2_modules_2_modules_bn3_parameters_weight_ = l_self_modules_backbone_modules_layer2_modules_2_modules_bn3_parameters_bias_ = (None) + out_57 += out_49 + out_58 = out_57 + out_57 = out_49 = None + out_59 = torch.nn.functional.relu(out_58, inplace=True) + out_58 = None + out_60 = torch.conv2d( + out_59, + l_self_modules_backbone_modules_layer2_modules_3_modules_conv1_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_backbone_modules_layer2_modules_3_modules_conv1_parameters_weight_ = ( + None + ) + out_61 = torch.nn.functional.batch_norm( + out_60, + l_self_modules_backbone_modules_layer2_modules_3_modules_bn1_buffers_running_mean_, + l_self_modules_backbone_modules_layer2_modules_3_modules_bn1_buffers_running_var_, + l_self_modules_backbone_modules_layer2_modules_3_modules_bn1_parameters_weight_, + l_self_modules_backbone_modules_layer2_modules_3_modules_bn1_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_60 = l_self_modules_backbone_modules_layer2_modules_3_modules_bn1_buffers_running_mean_ = l_self_modules_backbone_modules_layer2_modules_3_modules_bn1_buffers_running_var_ = l_self_modules_backbone_modules_layer2_modules_3_modules_bn1_parameters_weight_ = l_self_modules_backbone_modules_layer2_modules_3_modules_bn1_parameters_bias_ = (None) + out_62 = torch.nn.functional.relu(out_61, inplace=True) + out_61 = None + out_63 = torch.conv2d( + out_62, + l_self_modules_backbone_modules_layer2_modules_3_modules_conv2_parameters_weight_, + None, + (1, 1), + (1, 1), + (1, 1), + 1, + ) + out_62 = l_self_modules_backbone_modules_layer2_modules_3_modules_conv2_parameters_weight_ = (None) + out_64 = torch.nn.functional.batch_norm( + out_63, + l_self_modules_backbone_modules_layer2_modules_3_modules_bn2_buffers_running_mean_, + l_self_modules_backbone_modules_layer2_modules_3_modules_bn2_buffers_running_var_, + l_self_modules_backbone_modules_layer2_modules_3_modules_bn2_parameters_weight_, + l_self_modules_backbone_modules_layer2_modules_3_modules_bn2_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_63 = l_self_modules_backbone_modules_layer2_modules_3_modules_bn2_buffers_running_mean_ = l_self_modules_backbone_modules_layer2_modules_3_modules_bn2_buffers_running_var_ = l_self_modules_backbone_modules_layer2_modules_3_modules_bn2_parameters_weight_ = l_self_modules_backbone_modules_layer2_modules_3_modules_bn2_parameters_bias_ = (None) + out_65 = torch.nn.functional.relu(out_64, inplace=True) + out_64 = None + out_66 = torch.conv2d( + out_65, + l_self_modules_backbone_modules_layer2_modules_3_modules_conv3_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + out_65 = l_self_modules_backbone_modules_layer2_modules_3_modules_conv3_parameters_weight_ = (None) + out_67 = torch.nn.functional.batch_norm( + out_66, + l_self_modules_backbone_modules_layer2_modules_3_modules_bn3_buffers_running_mean_, + l_self_modules_backbone_modules_layer2_modules_3_modules_bn3_buffers_running_var_, + l_self_modules_backbone_modules_layer2_modules_3_modules_bn3_parameters_weight_, + l_self_modules_backbone_modules_layer2_modules_3_modules_bn3_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_66 = l_self_modules_backbone_modules_layer2_modules_3_modules_bn3_buffers_running_mean_ = l_self_modules_backbone_modules_layer2_modules_3_modules_bn3_buffers_running_var_ = l_self_modules_backbone_modules_layer2_modules_3_modules_bn3_parameters_weight_ = l_self_modules_backbone_modules_layer2_modules_3_modules_bn3_parameters_bias_ = (None) + out_67 += out_59 + out_68 = out_67 + out_67 = out_59 = None + out_69 = torch.nn.functional.relu(out_68, inplace=True) + out_68 = None + out_70 = torch.conv2d( + out_69, + l_self_modules_backbone_modules_layer3_modules_0_modules_conv1_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_backbone_modules_layer3_modules_0_modules_conv1_parameters_weight_ = ( + None + ) + out_71 = torch.nn.functional.batch_norm( + out_70, + l_self_modules_backbone_modules_layer3_modules_0_modules_bn1_buffers_running_mean_, + l_self_modules_backbone_modules_layer3_modules_0_modules_bn1_buffers_running_var_, + l_self_modules_backbone_modules_layer3_modules_0_modules_bn1_parameters_weight_, + l_self_modules_backbone_modules_layer3_modules_0_modules_bn1_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_70 = l_self_modules_backbone_modules_layer3_modules_0_modules_bn1_buffers_running_mean_ = l_self_modules_backbone_modules_layer3_modules_0_modules_bn1_buffers_running_var_ = l_self_modules_backbone_modules_layer3_modules_0_modules_bn1_parameters_weight_ = l_self_modules_backbone_modules_layer3_modules_0_modules_bn1_parameters_bias_ = (None) + out_72 = torch.nn.functional.relu(out_71, inplace=True) + out_71 = None + out_73 = torch.conv2d( + out_72, + l_self_modules_backbone_modules_layer3_modules_0_modules_conv2_parameters_weight_, + None, + (1, 1), + (1, 1), + (1, 1), + 1, + ) + out_72 = l_self_modules_backbone_modules_layer3_modules_0_modules_conv2_parameters_weight_ = (None) + out_74 = torch.nn.functional.batch_norm( + out_73, + l_self_modules_backbone_modules_layer3_modules_0_modules_bn2_buffers_running_mean_, + l_self_modules_backbone_modules_layer3_modules_0_modules_bn2_buffers_running_var_, + l_self_modules_backbone_modules_layer3_modules_0_modules_bn2_parameters_weight_, + l_self_modules_backbone_modules_layer3_modules_0_modules_bn2_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_73 = l_self_modules_backbone_modules_layer3_modules_0_modules_bn2_buffers_running_mean_ = l_self_modules_backbone_modules_layer3_modules_0_modules_bn2_buffers_running_var_ = l_self_modules_backbone_modules_layer3_modules_0_modules_bn2_parameters_weight_ = l_self_modules_backbone_modules_layer3_modules_0_modules_bn2_parameters_bias_ = (None) + out_75 = torch.nn.functional.relu(out_74, inplace=True) + out_74 = None + out_76 = torch.conv2d( + out_75, + l_self_modules_backbone_modules_layer3_modules_0_modules_conv3_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + out_75 = l_self_modules_backbone_modules_layer3_modules_0_modules_conv3_parameters_weight_ = (None) + out_77 = torch.nn.functional.batch_norm( + out_76, + l_self_modules_backbone_modules_layer3_modules_0_modules_bn3_buffers_running_mean_, + l_self_modules_backbone_modules_layer3_modules_0_modules_bn3_buffers_running_var_, + l_self_modules_backbone_modules_layer3_modules_0_modules_bn3_parameters_weight_, + l_self_modules_backbone_modules_layer3_modules_0_modules_bn3_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_76 = l_self_modules_backbone_modules_layer3_modules_0_modules_bn3_buffers_running_mean_ = l_self_modules_backbone_modules_layer3_modules_0_modules_bn3_buffers_running_var_ = l_self_modules_backbone_modules_layer3_modules_0_modules_bn3_parameters_weight_ = l_self_modules_backbone_modules_layer3_modules_0_modules_bn3_parameters_bias_ = (None) + input_5 = torch.conv2d( + out_69, + l_self_modules_backbone_modules_layer3_modules_0_modules_downsample_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + out_69 = l_self_modules_backbone_modules_layer3_modules_0_modules_downsample_modules_0_parameters_weight_ = (None) + input_6 = torch.nn.functional.batch_norm( + input_5, + l_self_modules_backbone_modules_layer3_modules_0_modules_downsample_modules_1_buffers_running_mean_, + l_self_modules_backbone_modules_layer3_modules_0_modules_downsample_modules_1_buffers_running_var_, + l_self_modules_backbone_modules_layer3_modules_0_modules_downsample_modules_1_parameters_weight_, + l_self_modules_backbone_modules_layer3_modules_0_modules_downsample_modules_1_parameters_bias_, + False, + 0.1, + 1e-05, + ) + input_5 = l_self_modules_backbone_modules_layer3_modules_0_modules_downsample_modules_1_buffers_running_mean_ = l_self_modules_backbone_modules_layer3_modules_0_modules_downsample_modules_1_buffers_running_var_ = l_self_modules_backbone_modules_layer3_modules_0_modules_downsample_modules_1_parameters_weight_ = l_self_modules_backbone_modules_layer3_modules_0_modules_downsample_modules_1_parameters_bias_ = (None) + out_77 += input_6 + out_78 = out_77 + out_77 = input_6 = None + out_79 = torch.nn.functional.relu(out_78, inplace=True) + out_78 = None + out_80 = torch.conv2d( + out_79, + l_self_modules_backbone_modules_layer3_modules_1_modules_conv1_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_backbone_modules_layer3_modules_1_modules_conv1_parameters_weight_ = ( + None + ) + out_81 = torch.nn.functional.batch_norm( + out_80, + l_self_modules_backbone_modules_layer3_modules_1_modules_bn1_buffers_running_mean_, + l_self_modules_backbone_modules_layer3_modules_1_modules_bn1_buffers_running_var_, + l_self_modules_backbone_modules_layer3_modules_1_modules_bn1_parameters_weight_, + l_self_modules_backbone_modules_layer3_modules_1_modules_bn1_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_80 = l_self_modules_backbone_modules_layer3_modules_1_modules_bn1_buffers_running_mean_ = l_self_modules_backbone_modules_layer3_modules_1_modules_bn1_buffers_running_var_ = l_self_modules_backbone_modules_layer3_modules_1_modules_bn1_parameters_weight_ = l_self_modules_backbone_modules_layer3_modules_1_modules_bn1_parameters_bias_ = (None) + out_82 = torch.nn.functional.relu(out_81, inplace=True) + out_81 = None + out_83 = torch.conv2d( + out_82, + l_self_modules_backbone_modules_layer3_modules_1_modules_conv2_parameters_weight_, + None, + (1, 1), + (2, 2), + (2, 2), + 1, + ) + out_82 = l_self_modules_backbone_modules_layer3_modules_1_modules_conv2_parameters_weight_ = (None) + out_84 = torch.nn.functional.batch_norm( + out_83, + l_self_modules_backbone_modules_layer3_modules_1_modules_bn2_buffers_running_mean_, + l_self_modules_backbone_modules_layer3_modules_1_modules_bn2_buffers_running_var_, + l_self_modules_backbone_modules_layer3_modules_1_modules_bn2_parameters_weight_, + l_self_modules_backbone_modules_layer3_modules_1_modules_bn2_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_83 = l_self_modules_backbone_modules_layer3_modules_1_modules_bn2_buffers_running_mean_ = l_self_modules_backbone_modules_layer3_modules_1_modules_bn2_buffers_running_var_ = l_self_modules_backbone_modules_layer3_modules_1_modules_bn2_parameters_weight_ = l_self_modules_backbone_modules_layer3_modules_1_modules_bn2_parameters_bias_ = (None) + out_85 = torch.nn.functional.relu(out_84, inplace=True) + out_84 = None + out_86 = torch.conv2d( + out_85, + l_self_modules_backbone_modules_layer3_modules_1_modules_conv3_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + out_85 = l_self_modules_backbone_modules_layer3_modules_1_modules_conv3_parameters_weight_ = (None) + out_87 = torch.nn.functional.batch_norm( + out_86, + l_self_modules_backbone_modules_layer3_modules_1_modules_bn3_buffers_running_mean_, + l_self_modules_backbone_modules_layer3_modules_1_modules_bn3_buffers_running_var_, + l_self_modules_backbone_modules_layer3_modules_1_modules_bn3_parameters_weight_, + l_self_modules_backbone_modules_layer3_modules_1_modules_bn3_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_86 = l_self_modules_backbone_modules_layer3_modules_1_modules_bn3_buffers_running_mean_ = l_self_modules_backbone_modules_layer3_modules_1_modules_bn3_buffers_running_var_ = l_self_modules_backbone_modules_layer3_modules_1_modules_bn3_parameters_weight_ = l_self_modules_backbone_modules_layer3_modules_1_modules_bn3_parameters_bias_ = (None) + out_87 += out_79 + out_88 = out_87 + out_87 = out_79 = None + out_89 = torch.nn.functional.relu(out_88, inplace=True) + out_88 = None + out_90 = torch.conv2d( + out_89, + l_self_modules_backbone_modules_layer3_modules_2_modules_conv1_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_backbone_modules_layer3_modules_2_modules_conv1_parameters_weight_ = ( + None + ) + out_91 = torch.nn.functional.batch_norm( + out_90, + l_self_modules_backbone_modules_layer3_modules_2_modules_bn1_buffers_running_mean_, + l_self_modules_backbone_modules_layer3_modules_2_modules_bn1_buffers_running_var_, + l_self_modules_backbone_modules_layer3_modules_2_modules_bn1_parameters_weight_, + l_self_modules_backbone_modules_layer3_modules_2_modules_bn1_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_90 = l_self_modules_backbone_modules_layer3_modules_2_modules_bn1_buffers_running_mean_ = l_self_modules_backbone_modules_layer3_modules_2_modules_bn1_buffers_running_var_ = l_self_modules_backbone_modules_layer3_modules_2_modules_bn1_parameters_weight_ = l_self_modules_backbone_modules_layer3_modules_2_modules_bn1_parameters_bias_ = (None) + out_92 = torch.nn.functional.relu(out_91, inplace=True) + out_91 = None + out_93 = torch.conv2d( + out_92, + l_self_modules_backbone_modules_layer3_modules_2_modules_conv2_parameters_weight_, + None, + (1, 1), + (2, 2), + (2, 2), + 1, + ) + out_92 = l_self_modules_backbone_modules_layer3_modules_2_modules_conv2_parameters_weight_ = (None) + out_94 = torch.nn.functional.batch_norm( + out_93, + l_self_modules_backbone_modules_layer3_modules_2_modules_bn2_buffers_running_mean_, + l_self_modules_backbone_modules_layer3_modules_2_modules_bn2_buffers_running_var_, + l_self_modules_backbone_modules_layer3_modules_2_modules_bn2_parameters_weight_, + l_self_modules_backbone_modules_layer3_modules_2_modules_bn2_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_93 = l_self_modules_backbone_modules_layer3_modules_2_modules_bn2_buffers_running_mean_ = l_self_modules_backbone_modules_layer3_modules_2_modules_bn2_buffers_running_var_ = l_self_modules_backbone_modules_layer3_modules_2_modules_bn2_parameters_weight_ = l_self_modules_backbone_modules_layer3_modules_2_modules_bn2_parameters_bias_ = (None) + out_95 = torch.nn.functional.relu(out_94, inplace=True) + out_94 = None + out_96 = torch.conv2d( + out_95, + l_self_modules_backbone_modules_layer3_modules_2_modules_conv3_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + out_95 = l_self_modules_backbone_modules_layer3_modules_2_modules_conv3_parameters_weight_ = (None) + out_97 = torch.nn.functional.batch_norm( + out_96, + l_self_modules_backbone_modules_layer3_modules_2_modules_bn3_buffers_running_mean_, + l_self_modules_backbone_modules_layer3_modules_2_modules_bn3_buffers_running_var_, + l_self_modules_backbone_modules_layer3_modules_2_modules_bn3_parameters_weight_, + l_self_modules_backbone_modules_layer3_modules_2_modules_bn3_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_96 = l_self_modules_backbone_modules_layer3_modules_2_modules_bn3_buffers_running_mean_ = l_self_modules_backbone_modules_layer3_modules_2_modules_bn3_buffers_running_var_ = l_self_modules_backbone_modules_layer3_modules_2_modules_bn3_parameters_weight_ = l_self_modules_backbone_modules_layer3_modules_2_modules_bn3_parameters_bias_ = (None) + out_97 += out_89 + out_98 = out_97 + out_97 = out_89 = None + out_99 = torch.nn.functional.relu(out_98, inplace=True) + out_98 = None + out_100 = torch.conv2d( + out_99, + l_self_modules_backbone_modules_layer3_modules_3_modules_conv1_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_backbone_modules_layer3_modules_3_modules_conv1_parameters_weight_ = ( + None + ) + out_101 = torch.nn.functional.batch_norm( + out_100, + l_self_modules_backbone_modules_layer3_modules_3_modules_bn1_buffers_running_mean_, + l_self_modules_backbone_modules_layer3_modules_3_modules_bn1_buffers_running_var_, + l_self_modules_backbone_modules_layer3_modules_3_modules_bn1_parameters_weight_, + l_self_modules_backbone_modules_layer3_modules_3_modules_bn1_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_100 = l_self_modules_backbone_modules_layer3_modules_3_modules_bn1_buffers_running_mean_ = l_self_modules_backbone_modules_layer3_modules_3_modules_bn1_buffers_running_var_ = l_self_modules_backbone_modules_layer3_modules_3_modules_bn1_parameters_weight_ = l_self_modules_backbone_modules_layer3_modules_3_modules_bn1_parameters_bias_ = (None) + out_102 = torch.nn.functional.relu(out_101, inplace=True) + out_101 = None + out_103 = torch.conv2d( + out_102, + l_self_modules_backbone_modules_layer3_modules_3_modules_conv2_parameters_weight_, + None, + (1, 1), + (2, 2), + (2, 2), + 1, + ) + out_102 = l_self_modules_backbone_modules_layer3_modules_3_modules_conv2_parameters_weight_ = (None) + out_104 = torch.nn.functional.batch_norm( + out_103, + l_self_modules_backbone_modules_layer3_modules_3_modules_bn2_buffers_running_mean_, + l_self_modules_backbone_modules_layer3_modules_3_modules_bn2_buffers_running_var_, + l_self_modules_backbone_modules_layer3_modules_3_modules_bn2_parameters_weight_, + l_self_modules_backbone_modules_layer3_modules_3_modules_bn2_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_103 = l_self_modules_backbone_modules_layer3_modules_3_modules_bn2_buffers_running_mean_ = l_self_modules_backbone_modules_layer3_modules_3_modules_bn2_buffers_running_var_ = l_self_modules_backbone_modules_layer3_modules_3_modules_bn2_parameters_weight_ = l_self_modules_backbone_modules_layer3_modules_3_modules_bn2_parameters_bias_ = (None) + out_105 = torch.nn.functional.relu(out_104, inplace=True) + out_104 = None + out_106 = torch.conv2d( + out_105, + l_self_modules_backbone_modules_layer3_modules_3_modules_conv3_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + out_105 = l_self_modules_backbone_modules_layer3_modules_3_modules_conv3_parameters_weight_ = (None) + out_107 = torch.nn.functional.batch_norm( + out_106, + l_self_modules_backbone_modules_layer3_modules_3_modules_bn3_buffers_running_mean_, + l_self_modules_backbone_modules_layer3_modules_3_modules_bn3_buffers_running_var_, + l_self_modules_backbone_modules_layer3_modules_3_modules_bn3_parameters_weight_, + l_self_modules_backbone_modules_layer3_modules_3_modules_bn3_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_106 = l_self_modules_backbone_modules_layer3_modules_3_modules_bn3_buffers_running_mean_ = l_self_modules_backbone_modules_layer3_modules_3_modules_bn3_buffers_running_var_ = l_self_modules_backbone_modules_layer3_modules_3_modules_bn3_parameters_weight_ = l_self_modules_backbone_modules_layer3_modules_3_modules_bn3_parameters_bias_ = (None) + out_107 += out_99 + out_108 = out_107 + out_107 = out_99 = None + out_109 = torch.nn.functional.relu(out_108, inplace=True) + out_108 = None + out_110 = torch.conv2d( + out_109, + l_self_modules_backbone_modules_layer3_modules_4_modules_conv1_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_backbone_modules_layer3_modules_4_modules_conv1_parameters_weight_ = ( + None + ) + out_111 = torch.nn.functional.batch_norm( + out_110, + l_self_modules_backbone_modules_layer3_modules_4_modules_bn1_buffers_running_mean_, + l_self_modules_backbone_modules_layer3_modules_4_modules_bn1_buffers_running_var_, + l_self_modules_backbone_modules_layer3_modules_4_modules_bn1_parameters_weight_, + l_self_modules_backbone_modules_layer3_modules_4_modules_bn1_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_110 = l_self_modules_backbone_modules_layer3_modules_4_modules_bn1_buffers_running_mean_ = l_self_modules_backbone_modules_layer3_modules_4_modules_bn1_buffers_running_var_ = l_self_modules_backbone_modules_layer3_modules_4_modules_bn1_parameters_weight_ = l_self_modules_backbone_modules_layer3_modules_4_modules_bn1_parameters_bias_ = (None) + out_112 = torch.nn.functional.relu(out_111, inplace=True) + out_111 = None + out_113 = torch.conv2d( + out_112, + l_self_modules_backbone_modules_layer3_modules_4_modules_conv2_parameters_weight_, + None, + (1, 1), + (2, 2), + (2, 2), + 1, + ) + out_112 = l_self_modules_backbone_modules_layer3_modules_4_modules_conv2_parameters_weight_ = (None) + out_114 = torch.nn.functional.batch_norm( + out_113, + l_self_modules_backbone_modules_layer3_modules_4_modules_bn2_buffers_running_mean_, + l_self_modules_backbone_modules_layer3_modules_4_modules_bn2_buffers_running_var_, + l_self_modules_backbone_modules_layer3_modules_4_modules_bn2_parameters_weight_, + l_self_modules_backbone_modules_layer3_modules_4_modules_bn2_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_113 = l_self_modules_backbone_modules_layer3_modules_4_modules_bn2_buffers_running_mean_ = l_self_modules_backbone_modules_layer3_modules_4_modules_bn2_buffers_running_var_ = l_self_modules_backbone_modules_layer3_modules_4_modules_bn2_parameters_weight_ = l_self_modules_backbone_modules_layer3_modules_4_modules_bn2_parameters_bias_ = (None) + out_115 = torch.nn.functional.relu(out_114, inplace=True) + out_114 = None + out_116 = torch.conv2d( + out_115, + l_self_modules_backbone_modules_layer3_modules_4_modules_conv3_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + out_115 = l_self_modules_backbone_modules_layer3_modules_4_modules_conv3_parameters_weight_ = (None) + out_117 = torch.nn.functional.batch_norm( + out_116, + l_self_modules_backbone_modules_layer3_modules_4_modules_bn3_buffers_running_mean_, + l_self_modules_backbone_modules_layer3_modules_4_modules_bn3_buffers_running_var_, + l_self_modules_backbone_modules_layer3_modules_4_modules_bn3_parameters_weight_, + l_self_modules_backbone_modules_layer3_modules_4_modules_bn3_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_116 = l_self_modules_backbone_modules_layer3_modules_4_modules_bn3_buffers_running_mean_ = l_self_modules_backbone_modules_layer3_modules_4_modules_bn3_buffers_running_var_ = l_self_modules_backbone_modules_layer3_modules_4_modules_bn3_parameters_weight_ = l_self_modules_backbone_modules_layer3_modules_4_modules_bn3_parameters_bias_ = (None) + out_117 += out_109 + out_118 = out_117 + out_117 = out_109 = None + out_119 = torch.nn.functional.relu(out_118, inplace=True) + out_118 = None + out_120 = torch.conv2d( + out_119, + l_self_modules_backbone_modules_layer3_modules_5_modules_conv1_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_backbone_modules_layer3_modules_5_modules_conv1_parameters_weight_ = ( + None + ) + out_121 = torch.nn.functional.batch_norm( + out_120, + l_self_modules_backbone_modules_layer3_modules_5_modules_bn1_buffers_running_mean_, + l_self_modules_backbone_modules_layer3_modules_5_modules_bn1_buffers_running_var_, + l_self_modules_backbone_modules_layer3_modules_5_modules_bn1_parameters_weight_, + l_self_modules_backbone_modules_layer3_modules_5_modules_bn1_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_120 = l_self_modules_backbone_modules_layer3_modules_5_modules_bn1_buffers_running_mean_ = l_self_modules_backbone_modules_layer3_modules_5_modules_bn1_buffers_running_var_ = l_self_modules_backbone_modules_layer3_modules_5_modules_bn1_parameters_weight_ = l_self_modules_backbone_modules_layer3_modules_5_modules_bn1_parameters_bias_ = (None) + out_122 = torch.nn.functional.relu(out_121, inplace=True) + out_121 = None + out_123 = torch.conv2d( + out_122, + l_self_modules_backbone_modules_layer3_modules_5_modules_conv2_parameters_weight_, + None, + (1, 1), + (2, 2), + (2, 2), + 1, + ) + out_122 = l_self_modules_backbone_modules_layer3_modules_5_modules_conv2_parameters_weight_ = (None) + out_124 = torch.nn.functional.batch_norm( + out_123, + l_self_modules_backbone_modules_layer3_modules_5_modules_bn2_buffers_running_mean_, + l_self_modules_backbone_modules_layer3_modules_5_modules_bn2_buffers_running_var_, + l_self_modules_backbone_modules_layer3_modules_5_modules_bn2_parameters_weight_, + l_self_modules_backbone_modules_layer3_modules_5_modules_bn2_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_123 = l_self_modules_backbone_modules_layer3_modules_5_modules_bn2_buffers_running_mean_ = l_self_modules_backbone_modules_layer3_modules_5_modules_bn2_buffers_running_var_ = l_self_modules_backbone_modules_layer3_modules_5_modules_bn2_parameters_weight_ = l_self_modules_backbone_modules_layer3_modules_5_modules_bn2_parameters_bias_ = (None) + out_125 = torch.nn.functional.relu(out_124, inplace=True) + out_124 = None + out_126 = torch.conv2d( + out_125, + l_self_modules_backbone_modules_layer3_modules_5_modules_conv3_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + out_125 = l_self_modules_backbone_modules_layer3_modules_5_modules_conv3_parameters_weight_ = (None) + out_127 = torch.nn.functional.batch_norm( + out_126, + l_self_modules_backbone_modules_layer3_modules_5_modules_bn3_buffers_running_mean_, + l_self_modules_backbone_modules_layer3_modules_5_modules_bn3_buffers_running_var_, + l_self_modules_backbone_modules_layer3_modules_5_modules_bn3_parameters_weight_, + l_self_modules_backbone_modules_layer3_modules_5_modules_bn3_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_126 = l_self_modules_backbone_modules_layer3_modules_5_modules_bn3_buffers_running_mean_ = l_self_modules_backbone_modules_layer3_modules_5_modules_bn3_buffers_running_var_ = l_self_modules_backbone_modules_layer3_modules_5_modules_bn3_parameters_weight_ = l_self_modules_backbone_modules_layer3_modules_5_modules_bn3_parameters_bias_ = (None) + out_127 += out_119 + out_128 = out_127 + out_127 = out_119 = None + out_129 = torch.nn.functional.relu(out_128, inplace=True) + out_128 = None + out_130 = torch.conv2d( + out_129, + l_self_modules_backbone_modules_layer4_modules_0_modules_conv1_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_backbone_modules_layer4_modules_0_modules_conv1_parameters_weight_ = ( + None + ) + out_131 = torch.nn.functional.batch_norm( + out_130, + l_self_modules_backbone_modules_layer4_modules_0_modules_bn1_buffers_running_mean_, + l_self_modules_backbone_modules_layer4_modules_0_modules_bn1_buffers_running_var_, + l_self_modules_backbone_modules_layer4_modules_0_modules_bn1_parameters_weight_, + l_self_modules_backbone_modules_layer4_modules_0_modules_bn1_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_130 = l_self_modules_backbone_modules_layer4_modules_0_modules_bn1_buffers_running_mean_ = l_self_modules_backbone_modules_layer4_modules_0_modules_bn1_buffers_running_var_ = l_self_modules_backbone_modules_layer4_modules_0_modules_bn1_parameters_weight_ = l_self_modules_backbone_modules_layer4_modules_0_modules_bn1_parameters_bias_ = (None) + out_132 = torch.nn.functional.relu(out_131, inplace=True) + out_131 = None + out_133 = torch.conv2d( + out_132, + l_self_modules_backbone_modules_layer4_modules_0_modules_conv2_parameters_weight_, + None, + (1, 1), + (2, 2), + (2, 2), + 1, + ) + out_132 = l_self_modules_backbone_modules_layer4_modules_0_modules_conv2_parameters_weight_ = (None) + out_134 = torch.nn.functional.batch_norm( + out_133, + l_self_modules_backbone_modules_layer4_modules_0_modules_bn2_buffers_running_mean_, + l_self_modules_backbone_modules_layer4_modules_0_modules_bn2_buffers_running_var_, + l_self_modules_backbone_modules_layer4_modules_0_modules_bn2_parameters_weight_, + l_self_modules_backbone_modules_layer4_modules_0_modules_bn2_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_133 = l_self_modules_backbone_modules_layer4_modules_0_modules_bn2_buffers_running_mean_ = l_self_modules_backbone_modules_layer4_modules_0_modules_bn2_buffers_running_var_ = l_self_modules_backbone_modules_layer4_modules_0_modules_bn2_parameters_weight_ = l_self_modules_backbone_modules_layer4_modules_0_modules_bn2_parameters_bias_ = (None) + out_135 = torch.nn.functional.relu(out_134, inplace=True) + out_134 = None + out_136 = torch.conv2d( + out_135, + l_self_modules_backbone_modules_layer4_modules_0_modules_conv3_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + out_135 = l_self_modules_backbone_modules_layer4_modules_0_modules_conv3_parameters_weight_ = (None) + out_137 = torch.nn.functional.batch_norm( + out_136, + l_self_modules_backbone_modules_layer4_modules_0_modules_bn3_buffers_running_mean_, + l_self_modules_backbone_modules_layer4_modules_0_modules_bn3_buffers_running_var_, + l_self_modules_backbone_modules_layer4_modules_0_modules_bn3_parameters_weight_, + l_self_modules_backbone_modules_layer4_modules_0_modules_bn3_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_136 = l_self_modules_backbone_modules_layer4_modules_0_modules_bn3_buffers_running_mean_ = l_self_modules_backbone_modules_layer4_modules_0_modules_bn3_buffers_running_var_ = l_self_modules_backbone_modules_layer4_modules_0_modules_bn3_parameters_weight_ = l_self_modules_backbone_modules_layer4_modules_0_modules_bn3_parameters_bias_ = (None) + input_7 = torch.conv2d( + out_129, + l_self_modules_backbone_modules_layer4_modules_0_modules_downsample_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_backbone_modules_layer4_modules_0_modules_downsample_modules_0_parameters_weight_ = ( + None + ) + input_8 = torch.nn.functional.batch_norm( + input_7, + l_self_modules_backbone_modules_layer4_modules_0_modules_downsample_modules_1_buffers_running_mean_, + l_self_modules_backbone_modules_layer4_modules_0_modules_downsample_modules_1_buffers_running_var_, + l_self_modules_backbone_modules_layer4_modules_0_modules_downsample_modules_1_parameters_weight_, + l_self_modules_backbone_modules_layer4_modules_0_modules_downsample_modules_1_parameters_bias_, + False, + 0.1, + 1e-05, + ) + input_7 = l_self_modules_backbone_modules_layer4_modules_0_modules_downsample_modules_1_buffers_running_mean_ = l_self_modules_backbone_modules_layer4_modules_0_modules_downsample_modules_1_buffers_running_var_ = l_self_modules_backbone_modules_layer4_modules_0_modules_downsample_modules_1_parameters_weight_ = l_self_modules_backbone_modules_layer4_modules_0_modules_downsample_modules_1_parameters_bias_ = (None) + out_137 += input_8 + out_138 = out_137 + out_137 = input_8 = None + out_139 = torch.nn.functional.relu(out_138, inplace=True) + out_138 = None + out_140 = torch.conv2d( + out_139, + l_self_modules_backbone_modules_layer4_modules_1_modules_conv1_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_backbone_modules_layer4_modules_1_modules_conv1_parameters_weight_ = ( + None + ) + out_141 = torch.nn.functional.batch_norm( + out_140, + l_self_modules_backbone_modules_layer4_modules_1_modules_bn1_buffers_running_mean_, + l_self_modules_backbone_modules_layer4_modules_1_modules_bn1_buffers_running_var_, + l_self_modules_backbone_modules_layer4_modules_1_modules_bn1_parameters_weight_, + l_self_modules_backbone_modules_layer4_modules_1_modules_bn1_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_140 = l_self_modules_backbone_modules_layer4_modules_1_modules_bn1_buffers_running_mean_ = l_self_modules_backbone_modules_layer4_modules_1_modules_bn1_buffers_running_var_ = l_self_modules_backbone_modules_layer4_modules_1_modules_bn1_parameters_weight_ = l_self_modules_backbone_modules_layer4_modules_1_modules_bn1_parameters_bias_ = (None) + out_142 = torch.nn.functional.relu(out_141, inplace=True) + out_141 = None + out_143 = torch.conv2d( + out_142, + l_self_modules_backbone_modules_layer4_modules_1_modules_conv2_parameters_weight_, + None, + (1, 1), + (4, 4), + (4, 4), + 1, + ) + out_142 = l_self_modules_backbone_modules_layer4_modules_1_modules_conv2_parameters_weight_ = (None) + out_144 = torch.nn.functional.batch_norm( + out_143, + l_self_modules_backbone_modules_layer4_modules_1_modules_bn2_buffers_running_mean_, + l_self_modules_backbone_modules_layer4_modules_1_modules_bn2_buffers_running_var_, + l_self_modules_backbone_modules_layer4_modules_1_modules_bn2_parameters_weight_, + l_self_modules_backbone_modules_layer4_modules_1_modules_bn2_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_143 = l_self_modules_backbone_modules_layer4_modules_1_modules_bn2_buffers_running_mean_ = l_self_modules_backbone_modules_layer4_modules_1_modules_bn2_buffers_running_var_ = l_self_modules_backbone_modules_layer4_modules_1_modules_bn2_parameters_weight_ = l_self_modules_backbone_modules_layer4_modules_1_modules_bn2_parameters_bias_ = (None) + out_145 = torch.nn.functional.relu(out_144, inplace=True) + out_144 = None + out_146 = torch.conv2d( + out_145, + l_self_modules_backbone_modules_layer4_modules_1_modules_conv3_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + out_145 = l_self_modules_backbone_modules_layer4_modules_1_modules_conv3_parameters_weight_ = (None) + out_147 = torch.nn.functional.batch_norm( + out_146, + l_self_modules_backbone_modules_layer4_modules_1_modules_bn3_buffers_running_mean_, + l_self_modules_backbone_modules_layer4_modules_1_modules_bn3_buffers_running_var_, + l_self_modules_backbone_modules_layer4_modules_1_modules_bn3_parameters_weight_, + l_self_modules_backbone_modules_layer4_modules_1_modules_bn3_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_146 = l_self_modules_backbone_modules_layer4_modules_1_modules_bn3_buffers_running_mean_ = l_self_modules_backbone_modules_layer4_modules_1_modules_bn3_buffers_running_var_ = l_self_modules_backbone_modules_layer4_modules_1_modules_bn3_parameters_weight_ = l_self_modules_backbone_modules_layer4_modules_1_modules_bn3_parameters_bias_ = (None) + out_147 += out_139 + out_148 = out_147 + out_147 = out_139 = None + out_149 = torch.nn.functional.relu(out_148, inplace=True) + out_148 = None + out_150 = torch.conv2d( + out_149, + l_self_modules_backbone_modules_layer4_modules_2_modules_conv1_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_backbone_modules_layer4_modules_2_modules_conv1_parameters_weight_ = ( + None + ) + out_151 = torch.nn.functional.batch_norm( + out_150, + l_self_modules_backbone_modules_layer4_modules_2_modules_bn1_buffers_running_mean_, + l_self_modules_backbone_modules_layer4_modules_2_modules_bn1_buffers_running_var_, + l_self_modules_backbone_modules_layer4_modules_2_modules_bn1_parameters_weight_, + l_self_modules_backbone_modules_layer4_modules_2_modules_bn1_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_150 = l_self_modules_backbone_modules_layer4_modules_2_modules_bn1_buffers_running_mean_ = l_self_modules_backbone_modules_layer4_modules_2_modules_bn1_buffers_running_var_ = l_self_modules_backbone_modules_layer4_modules_2_modules_bn1_parameters_weight_ = l_self_modules_backbone_modules_layer4_modules_2_modules_bn1_parameters_bias_ = (None) + out_152 = torch.nn.functional.relu(out_151, inplace=True) + out_151 = None + out_153 = torch.conv2d( + out_152, + l_self_modules_backbone_modules_layer4_modules_2_modules_conv2_parameters_weight_, + None, + (1, 1), + (4, 4), + (4, 4), + 1, + ) + out_152 = l_self_modules_backbone_modules_layer4_modules_2_modules_conv2_parameters_weight_ = (None) + out_154 = torch.nn.functional.batch_norm( + out_153, + l_self_modules_backbone_modules_layer4_modules_2_modules_bn2_buffers_running_mean_, + l_self_modules_backbone_modules_layer4_modules_2_modules_bn2_buffers_running_var_, + l_self_modules_backbone_modules_layer4_modules_2_modules_bn2_parameters_weight_, + l_self_modules_backbone_modules_layer4_modules_2_modules_bn2_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_153 = l_self_modules_backbone_modules_layer4_modules_2_modules_bn2_buffers_running_mean_ = l_self_modules_backbone_modules_layer4_modules_2_modules_bn2_buffers_running_var_ = l_self_modules_backbone_modules_layer4_modules_2_modules_bn2_parameters_weight_ = l_self_modules_backbone_modules_layer4_modules_2_modules_bn2_parameters_bias_ = (None) + out_155 = torch.nn.functional.relu(out_154, inplace=True) + out_154 = None + out_156 = torch.conv2d( + out_155, + l_self_modules_backbone_modules_layer4_modules_2_modules_conv3_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + out_155 = l_self_modules_backbone_modules_layer4_modules_2_modules_conv3_parameters_weight_ = (None) + out_157 = torch.nn.functional.batch_norm( + out_156, + l_self_modules_backbone_modules_layer4_modules_2_modules_bn3_buffers_running_mean_, + l_self_modules_backbone_modules_layer4_modules_2_modules_bn3_buffers_running_var_, + l_self_modules_backbone_modules_layer4_modules_2_modules_bn3_parameters_weight_, + l_self_modules_backbone_modules_layer4_modules_2_modules_bn3_parameters_bias_, + False, + 0.1, + 1e-05, + ) + out_156 = l_self_modules_backbone_modules_layer4_modules_2_modules_bn3_buffers_running_mean_ = l_self_modules_backbone_modules_layer4_modules_2_modules_bn3_buffers_running_var_ = l_self_modules_backbone_modules_layer4_modules_2_modules_bn3_parameters_weight_ = l_self_modules_backbone_modules_layer4_modules_2_modules_bn3_parameters_bias_ = (None) + out_157 += out_149 + out_158 = out_157 + out_157 = out_149 = None + out_159 = torch.nn.functional.relu(out_158, inplace=True) + out_158 = None + input_9 = torch.conv2d( + out_159, + l_self_modules_classifier_modules_0_modules_convs_modules_0_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_classifier_modules_0_modules_convs_modules_0_modules_0_parameters_weight_ = ( + None + ) + input_10 = torch.nn.functional.batch_norm( + input_9, + l_self_modules_classifier_modules_0_modules_convs_modules_0_modules_1_buffers_running_mean_, + l_self_modules_classifier_modules_0_modules_convs_modules_0_modules_1_buffers_running_var_, + l_self_modules_classifier_modules_0_modules_convs_modules_0_modules_1_parameters_weight_, + l_self_modules_classifier_modules_0_modules_convs_modules_0_modules_1_parameters_bias_, + False, + 0.1, + 1e-05, + ) + input_9 = l_self_modules_classifier_modules_0_modules_convs_modules_0_modules_1_buffers_running_mean_ = l_self_modules_classifier_modules_0_modules_convs_modules_0_modules_1_buffers_running_var_ = l_self_modules_classifier_modules_0_modules_convs_modules_0_modules_1_parameters_weight_ = l_self_modules_classifier_modules_0_modules_convs_modules_0_modules_1_parameters_bias_ = (None) + input_11 = torch.nn.functional.relu(input_10, inplace=False) + input_10 = None + input_12 = torch.conv2d( + out_159, + l_self_modules_classifier_modules_0_modules_convs_modules_1_modules_0_parameters_weight_, + None, + (1, 1), + (12, 12), + (12, 12), + 1, + ) + l_self_modules_classifier_modules_0_modules_convs_modules_1_modules_0_parameters_weight_ = ( + None + ) + input_13 = torch.nn.functional.batch_norm( + input_12, + l_self_modules_classifier_modules_0_modules_convs_modules_1_modules_1_buffers_running_mean_, + l_self_modules_classifier_modules_0_modules_convs_modules_1_modules_1_buffers_running_var_, + l_self_modules_classifier_modules_0_modules_convs_modules_1_modules_1_parameters_weight_, + l_self_modules_classifier_modules_0_modules_convs_modules_1_modules_1_parameters_bias_, + False, + 0.1, + 1e-05, + ) + input_12 = l_self_modules_classifier_modules_0_modules_convs_modules_1_modules_1_buffers_running_mean_ = l_self_modules_classifier_modules_0_modules_convs_modules_1_modules_1_buffers_running_var_ = l_self_modules_classifier_modules_0_modules_convs_modules_1_modules_1_parameters_weight_ = l_self_modules_classifier_modules_0_modules_convs_modules_1_modules_1_parameters_bias_ = (None) + input_14 = torch.nn.functional.relu(input_13, inplace=False) + input_13 = None + input_15 = torch.conv2d( + out_159, + l_self_modules_classifier_modules_0_modules_convs_modules_2_modules_0_parameters_weight_, + None, + (1, 1), + (24, 24), + (24, 24), + 1, + ) + l_self_modules_classifier_modules_0_modules_convs_modules_2_modules_0_parameters_weight_ = ( + None + ) + input_16 = torch.nn.functional.batch_norm( + input_15, + l_self_modules_classifier_modules_0_modules_convs_modules_2_modules_1_buffers_running_mean_, + l_self_modules_classifier_modules_0_modules_convs_modules_2_modules_1_buffers_running_var_, + l_self_modules_classifier_modules_0_modules_convs_modules_2_modules_1_parameters_weight_, + l_self_modules_classifier_modules_0_modules_convs_modules_2_modules_1_parameters_bias_, + False, + 0.1, + 1e-05, + ) + input_15 = l_self_modules_classifier_modules_0_modules_convs_modules_2_modules_1_buffers_running_mean_ = l_self_modules_classifier_modules_0_modules_convs_modules_2_modules_1_buffers_running_var_ = l_self_modules_classifier_modules_0_modules_convs_modules_2_modules_1_parameters_weight_ = l_self_modules_classifier_modules_0_modules_convs_modules_2_modules_1_parameters_bias_ = (None) + input_17 = torch.nn.functional.relu(input_16, inplace=False) + input_16 = None + input_18 = torch.conv2d( + out_159, + l_self_modules_classifier_modules_0_modules_convs_modules_3_modules_0_parameters_weight_, + None, + (1, 1), + (36, 36), + (36, 36), + 1, + ) + l_self_modules_classifier_modules_0_modules_convs_modules_3_modules_0_parameters_weight_ = ( + None + ) + input_19 = torch.nn.functional.batch_norm( + input_18, + l_self_modules_classifier_modules_0_modules_convs_modules_3_modules_1_buffers_running_mean_, + l_self_modules_classifier_modules_0_modules_convs_modules_3_modules_1_buffers_running_var_, + l_self_modules_classifier_modules_0_modules_convs_modules_3_modules_1_parameters_weight_, + l_self_modules_classifier_modules_0_modules_convs_modules_3_modules_1_parameters_bias_, + False, + 0.1, + 1e-05, + ) + input_18 = l_self_modules_classifier_modules_0_modules_convs_modules_3_modules_1_buffers_running_mean_ = l_self_modules_classifier_modules_0_modules_convs_modules_3_modules_1_buffers_running_var_ = l_self_modules_classifier_modules_0_modules_convs_modules_3_modules_1_parameters_weight_ = l_self_modules_classifier_modules_0_modules_convs_modules_3_modules_1_parameters_bias_ = (None) + input_20 = torch.nn.functional.relu(input_19, inplace=False) + input_19 = None + x_4 = torch.nn.functional.adaptive_avg_pool2d(out_159, 1) + out_159 = None + x_5 = torch.conv2d( + x_4, + l_self_modules_classifier_modules_0_modules_convs_modules_4_modules_1_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + x_4 = l_self_modules_classifier_modules_0_modules_convs_modules_4_modules_1_parameters_weight_ = (None) + x_6 = torch.nn.functional.batch_norm( + x_5, + l_self_modules_classifier_modules_0_modules_convs_modules_4_modules_2_buffers_running_mean_, + l_self_modules_classifier_modules_0_modules_convs_modules_4_modules_2_buffers_running_var_, + l_self_modules_classifier_modules_0_modules_convs_modules_4_modules_2_parameters_weight_, + l_self_modules_classifier_modules_0_modules_convs_modules_4_modules_2_parameters_bias_, + False, + 0.1, + 1e-05, + ) + x_5 = l_self_modules_classifier_modules_0_modules_convs_modules_4_modules_2_buffers_running_mean_ = l_self_modules_classifier_modules_0_modules_convs_modules_4_modules_2_buffers_running_var_ = l_self_modules_classifier_modules_0_modules_convs_modules_4_modules_2_parameters_weight_ = l_self_modules_classifier_modules_0_modules_convs_modules_4_modules_2_parameters_bias_ = (None) + x_7 = torch.nn.functional.relu(x_6, inplace=False) + x_6 = None + interpolate = torch.nn.functional.interpolate( + x_7, size=(28, 28), mode="bilinear", align_corners=False + ) + x_7 = None + res = torch.cat([input_11, input_14, input_17, input_20, interpolate], dim=1) + input_11 = input_14 = input_17 = input_20 = interpolate = None + input_21 = torch.conv2d( + res, + l_self_modules_classifier_modules_0_modules_project_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + res = l_self_modules_classifier_modules_0_modules_project_modules_0_parameters_weight_ = (None) + input_22 = torch.nn.functional.batch_norm( + input_21, + l_self_modules_classifier_modules_0_modules_project_modules_1_buffers_running_mean_, + l_self_modules_classifier_modules_0_modules_project_modules_1_buffers_running_var_, + l_self_modules_classifier_modules_0_modules_project_modules_1_parameters_weight_, + l_self_modules_classifier_modules_0_modules_project_modules_1_parameters_bias_, + False, + 0.1, + 1e-05, + ) + input_21 = l_self_modules_classifier_modules_0_modules_project_modules_1_buffers_running_mean_ = l_self_modules_classifier_modules_0_modules_project_modules_1_buffers_running_var_ = l_self_modules_classifier_modules_0_modules_project_modules_1_parameters_weight_ = l_self_modules_classifier_modules_0_modules_project_modules_1_parameters_bias_ = (None) + input_23 = torch.nn.functional.relu(input_22, inplace=False) + input_22 = None + input_24 = torch.nn.functional.dropout(input_23, 0.5, False, False) + input_23 = None + input_25 = torch.conv2d( + input_24, + l_self_modules_classifier_modules_1_parameters_weight_, + None, + (1, 1), + (1, 1), + (1, 1), + 1, + ) + input_24 = l_self_modules_classifier_modules_1_parameters_weight_ = None + input_26 = torch.nn.functional.batch_norm( + input_25, + l_self_modules_classifier_modules_2_buffers_running_mean_, + l_self_modules_classifier_modules_2_buffers_running_var_, + l_self_modules_classifier_modules_2_parameters_weight_, + l_self_modules_classifier_modules_2_parameters_bias_, + False, + 0.1, + 1e-05, + ) + input_25 = ( + l_self_modules_classifier_modules_2_buffers_running_mean_ + ) = ( + l_self_modules_classifier_modules_2_buffers_running_var_ + ) = ( + l_self_modules_classifier_modules_2_parameters_weight_ + ) = l_self_modules_classifier_modules_2_parameters_bias_ = None + input_27 = torch.nn.functional.relu(input_26, inplace=False) + input_26 = None + input_28 = torch.conv2d( + input_27, + l_self_modules_classifier_modules_4_parameters_weight_, + l_self_modules_classifier_modules_4_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + input_27 = ( + l_self_modules_classifier_modules_4_parameters_weight_ + ) = l_self_modules_classifier_modules_4_parameters_bias_ = None + x_8 = torch.nn.functional.interpolate( + input_28, size=(224, 224), mode="bilinear", align_corners=False + ) + input_28 = None + input_29 = torch.conv2d( + out_129, + l_self_modules_aux_classifier_modules_0_parameters_weight_, + None, + (1, 1), + (1, 1), + (1, 1), + 1, + ) + out_129 = l_self_modules_aux_classifier_modules_0_parameters_weight_ = None + input_30 = torch.nn.functional.batch_norm( + input_29, + l_self_modules_aux_classifier_modules_1_buffers_running_mean_, + l_self_modules_aux_classifier_modules_1_buffers_running_var_, + l_self_modules_aux_classifier_modules_1_parameters_weight_, + l_self_modules_aux_classifier_modules_1_parameters_bias_, + False, + 0.1, + 1e-05, + ) + input_29 = ( + l_self_modules_aux_classifier_modules_1_buffers_running_mean_ + ) = ( + l_self_modules_aux_classifier_modules_1_buffers_running_var_ + ) = ( + l_self_modules_aux_classifier_modules_1_parameters_weight_ + ) = l_self_modules_aux_classifier_modules_1_parameters_bias_ = None + input_31 = torch.nn.functional.relu(input_30, inplace=False) + input_30 = None + input_32 = torch.nn.functional.dropout(input_31, 0.1, False, False) + input_31 = None + input_33 = torch.conv2d( + input_32, + l_self_modules_aux_classifier_modules_4_parameters_weight_, + l_self_modules_aux_classifier_modules_4_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + input_32 = ( + l_self_modules_aux_classifier_modules_4_parameters_weight_ + ) = l_self_modules_aux_classifier_modules_4_parameters_bias_ = None + x_9 = torch.nn.functional.interpolate( + input_33, size=(224, 224), mode="bilinear", align_corners=False + ) + input_33 = None + return (x_8, x_9) diff --git a/samples/torchvision/deeplabv3_resnet50/weight_meta.py b/samples/torchvision/deeplabv3_resnet50/weight_meta.py new file mode 100644 index 000000000..875cf9703 --- /dev/null +++ b/samples/torchvision/deeplabv3_resnet50/weight_meta.py @@ -0,0 +1,3196 @@ +class Program_weight_tensor_meta_L_x_: + name = "L_x_" + shape = [1, 3, 224, 224] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.227 + std = 1.285 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_conv1_parameters_weight_: + name = "L_self_modules_backbone_modules_conv1_parameters_weight_" + shape = [64, 3, 7, 7] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.082 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_bn1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_bn1_buffers_running_mean_" + shape = [64] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.014 + std = 0.246 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_bn1_buffers_running_var_: + name = "L_self_modules_backbone_modules_bn1_buffers_running_var_" + shape = [64] + dtype = "torch.float32" + device = "cuda:0" + mean = 2.920 + std = 5.669 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_bn1_parameters_weight_: + name = "L_self_modules_backbone_modules_bn1_parameters_weight_" + shape = [64] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.172 + std = 0.115 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_bn1_parameters_bias_: + name = "L_self_modules_backbone_modules_bn1_parameters_bias_" + shape = [64] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.156 + std = 0.212 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_0_modules_conv1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer1_modules_0_modules_conv1_parameters_weight_" + shape = [64, 64, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.003 + std = 0.050 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_0_modules_bn1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer1_modules_0_modules_bn1_buffers_running_mean_" + shape = [64] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.076 + std = 0.219 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_0_modules_bn1_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer1_modules_0_modules_bn1_buffers_running_var_" + shape = [64] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.019 + std = 0.031 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_0_modules_bn1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer1_modules_0_modules_bn1_parameters_weight_" + shape = [64] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.117 + std = 0.070 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_0_modules_bn1_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer1_modules_0_modules_bn1_parameters_bias_" + ) + shape = [64] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.040 + std = 0.140 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_0_modules_conv2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer1_modules_0_modules_conv2_parameters_weight_" + shape = [64, 64, 3, 3] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.000 + std = 0.022 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_0_modules_bn2_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer1_modules_0_modules_bn2_buffers_running_mean_" + shape = [64] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.027 + std = 0.125 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_0_modules_bn2_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer1_modules_0_modules_bn2_buffers_running_var_" + shape = [64] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.014 + std = 0.019 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_0_modules_bn2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer1_modules_0_modules_bn2_parameters_weight_" + shape = [64] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.114 + std = 0.063 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_0_modules_bn2_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer1_modules_0_modules_bn2_parameters_bias_" + ) + shape = [64] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.082 + std = 0.129 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_0_modules_conv3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer1_modules_0_modules_conv3_parameters_weight_" + shape = [256, 64, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.000 + std = 0.025 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_0_modules_bn3_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer1_modules_0_modules_bn3_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.002 + std = 0.027 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_0_modules_bn3_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer1_modules_0_modules_bn3_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.003 + std = 0.003 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_0_modules_bn3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer1_modules_0_modules_bn3_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.102 + std = 0.085 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_0_modules_bn3_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer1_modules_0_modules_bn3_parameters_bias_" + ) + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.025 + std = 0.053 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_0_modules_downsample_modules_0_parameters_weight_: + name = "L_self_modules_backbone_modules_layer1_modules_0_modules_downsample_modules_0_parameters_weight_" + shape = [256, 64, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.003 + std = 0.041 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_0_modules_downsample_modules_1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer1_modules_0_modules_downsample_modules_1_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.058 + std = 0.160 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_0_modules_downsample_modules_1_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer1_modules_0_modules_downsample_modules_1_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.013 + std = 0.014 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_0_modules_downsample_modules_1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer1_modules_0_modules_downsample_modules_1_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.159 + std = 0.090 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_0_modules_downsample_modules_1_parameters_bias_: + name = "L_self_modules_backbone_modules_layer1_modules_0_modules_downsample_modules_1_parameters_bias_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.025 + std = 0.053 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_1_modules_conv1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer1_modules_1_modules_conv1_parameters_weight_" + shape = [64, 256, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.001 + std = 0.023 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_1_modules_bn1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer1_modules_1_modules_bn1_buffers_running_mean_" + shape = [64] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.023 + std = 0.083 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_1_modules_bn1_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer1_modules_1_modules_bn1_buffers_running_var_" + shape = [64] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.010 + std = 0.007 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_1_modules_bn1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer1_modules_1_modules_bn1_parameters_weight_" + shape = [64] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.140 + std = 0.057 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_1_modules_bn1_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer1_modules_1_modules_bn1_parameters_bias_" + ) + shape = [64] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.004 + std = 0.111 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_1_modules_conv2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer1_modules_1_modules_conv2_parameters_weight_" + shape = [64, 64, 3, 3] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.000 + std = 0.022 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_1_modules_bn2_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer1_modules_1_modules_bn2_buffers_running_mean_" + shape = [64] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.025 + std = 0.061 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_1_modules_bn2_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer1_modules_1_modules_bn2_buffers_running_var_" + shape = [64] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.006 + std = 0.003 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_1_modules_bn2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer1_modules_1_modules_bn2_parameters_weight_" + shape = [64] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.140 + std = 0.033 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_1_modules_bn2_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer1_modules_1_modules_bn2_parameters_bias_" + ) + shape = [64] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.003 + std = 0.102 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_1_modules_conv3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer1_modules_1_modules_conv3_parameters_weight_" + shape = [256, 64, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.024 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_1_modules_bn3_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer1_modules_1_modules_bn3_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.001 + std = 0.019 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_1_modules_bn3_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer1_modules_1_modules_bn3_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_1_modules_bn3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer1_modules_1_modules_bn3_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.060 + std = 0.058 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_1_modules_bn3_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer1_modules_1_modules_bn3_parameters_bias_" + ) + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.003 + std = 0.037 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_2_modules_conv1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer1_modules_2_modules_conv1_parameters_weight_" + shape = [64, 256, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.000 + std = 0.022 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_2_modules_bn1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer1_modules_2_modules_bn1_buffers_running_mean_" + shape = [64] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.003 + std = 0.078 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_2_modules_bn1_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer1_modules_2_modules_bn1_buffers_running_var_" + shape = [64] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.008 + std = 0.004 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_2_modules_bn1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer1_modules_2_modules_bn1_parameters_weight_" + shape = [64] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.129 + std = 0.037 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_2_modules_bn1_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer1_modules_2_modules_bn1_parameters_bias_" + ) + shape = [64] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.013 + std = 0.078 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_2_modules_conv2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer1_modules_2_modules_conv2_parameters_weight_" + shape = [64, 64, 3, 3] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.024 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_2_modules_bn2_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer1_modules_2_modules_bn2_buffers_running_mean_" + shape = [64] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.017 + std = 0.035 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_2_modules_bn2_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer1_modules_2_modules_bn2_buffers_running_var_" + shape = [64] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.007 + std = 0.003 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_2_modules_bn2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer1_modules_2_modules_bn2_parameters_weight_" + shape = [64] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.170 + std = 0.023 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_2_modules_bn2_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer1_modules_2_modules_bn2_parameters_bias_" + ) + shape = [64] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.050 + std = 0.054 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_2_modules_conv3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer1_modules_2_modules_conv3_parameters_weight_" + shape = [256, 64, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.002 + std = 0.023 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_2_modules_bn3_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer1_modules_2_modules_bn3_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.004 + std = 0.012 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_2_modules_bn3_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer1_modules_2_modules_bn3_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_2_modules_bn3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer1_modules_2_modules_bn3_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.062 + std = 0.074 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer1_modules_2_modules_bn3_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer1_modules_2_modules_bn3_parameters_bias_" + ) + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.008 + std = 0.044 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_0_modules_conv1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer2_modules_0_modules_conv1_parameters_weight_" + shape = [128, 256, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.026 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_0_modules_bn1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer2_modules_0_modules_bn1_buffers_running_mean_" + shape = [128] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.057 + std = 0.086 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_0_modules_bn1_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer2_modules_0_modules_bn1_buffers_running_var_" + shape = [128] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.010 + std = 0.006 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_0_modules_bn1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer2_modules_0_modules_bn1_parameters_weight_" + shape = [128] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.153 + std = 0.030 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_0_modules_bn1_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer2_modules_0_modules_bn1_parameters_bias_" + ) + shape = [128] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.063 + std = 0.076 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_0_modules_conv2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer2_modules_0_modules_conv2_parameters_weight_" + shape = [128, 128, 3, 3] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.016 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_0_modules_bn2_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer2_modules_0_modules_bn2_buffers_running_mean_" + shape = [128] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.039 + std = 0.043 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_0_modules_bn2_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer2_modules_0_modules_bn2_buffers_running_var_" + shape = [128] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.010 + std = 0.004 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_0_modules_bn2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer2_modules_0_modules_bn2_parameters_weight_" + shape = [128] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.156 + std = 0.027 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_0_modules_bn2_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer2_modules_0_modules_bn2_parameters_bias_" + ) + shape = [128] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.011 + std = 0.070 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_0_modules_conv3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer2_modules_0_modules_conv3_parameters_weight_" + shape = [512, 128, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.021 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_0_modules_bn3_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer2_modules_0_modules_bn3_buffers_running_mean_" + shape = [512] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.003 + std = 0.024 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_0_modules_bn3_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer2_modules_0_modules_bn3_buffers_running_var_" + shape = [512] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.001 + std = 0.001 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_0_modules_bn3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer2_modules_0_modules_bn3_parameters_weight_" + shape = [512] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.082 + std = 0.072 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_0_modules_bn3_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer2_modules_0_modules_bn3_parameters_bias_" + ) + shape = [512] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.003 + std = 0.035 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_0_modules_downsample_modules_0_parameters_weight_: + name = "L_self_modules_backbone_modules_layer2_modules_0_modules_downsample_modules_0_parameters_weight_" + shape = [512, 256, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.017 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_0_modules_downsample_modules_1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer2_modules_0_modules_downsample_modules_1_buffers_running_mean_" + shape = [512] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.019 + std = 0.061 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_0_modules_downsample_modules_1_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer2_modules_0_modules_downsample_modules_1_buffers_running_var_" + shape = [512] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.005 + std = 0.005 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_0_modules_downsample_modules_1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer2_modules_0_modules_downsample_modules_1_parameters_weight_" + shape = [512] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.096 + std = 0.070 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_0_modules_downsample_modules_1_parameters_bias_: + name = "L_self_modules_backbone_modules_layer2_modules_0_modules_downsample_modules_1_parameters_bias_" + shape = [512] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.003 + std = 0.035 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_1_modules_conv1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer2_modules_1_modules_conv1_parameters_weight_" + shape = [128, 512, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.013 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_1_modules_bn1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer2_modules_1_modules_bn1_buffers_running_mean_" + shape = [128] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.002 + std = 0.051 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_1_modules_bn1_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer2_modules_1_modules_bn1_buffers_running_var_" + shape = [128] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.016 + std = 0.019 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_1_modules_bn1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer2_modules_1_modules_bn1_parameters_weight_" + shape = [128] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.092 + std = 0.027 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_1_modules_bn1_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer2_modules_1_modules_bn1_parameters_bias_" + ) + shape = [128] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.034 + std = 0.083 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_1_modules_conv2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer2_modules_1_modules_conv2_parameters_weight_" + shape = [128, 128, 3, 3] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.015 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_1_modules_bn2_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer2_modules_1_modules_bn2_buffers_running_mean_" + shape = [128] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.006 + std = 0.111 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_1_modules_bn2_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer2_modules_1_modules_bn2_buffers_running_var_" + shape = [128] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.008 + std = 0.006 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_1_modules_bn2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer2_modules_1_modules_bn2_parameters_weight_" + shape = [128] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.118 + std = 0.033 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_1_modules_bn2_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer2_modules_1_modules_bn2_parameters_bias_" + ) + shape = [128] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.003 + std = 0.078 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_1_modules_conv3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer2_modules_1_modules_conv3_parameters_weight_" + shape = [512, 128, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.016 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_1_modules_bn3_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer2_modules_1_modules_bn3_buffers_running_mean_" + shape = [512] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.010 + std = 0.023 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_1_modules_bn3_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer2_modules_1_modules_bn3_buffers_running_var_" + shape = [512] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.001 + std = 0.001 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_1_modules_bn3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer2_modules_1_modules_bn3_parameters_weight_" + shape = [512] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.056 + std = 0.076 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_1_modules_bn3_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer2_modules_1_modules_bn3_parameters_bias_" + ) + shape = [512] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.022 + std = 0.042 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_2_modules_conv1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer2_modules_2_modules_conv1_parameters_weight_" + shape = [128, 512, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.018 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_2_modules_bn1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer2_modules_2_modules_bn1_buffers_running_mean_" + shape = [128] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.023 + std = 0.068 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_2_modules_bn1_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer2_modules_2_modules_bn1_buffers_running_var_" + shape = [128] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.010 + std = 0.006 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_2_modules_bn1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer2_modules_2_modules_bn1_parameters_weight_" + shape = [128] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.133 + std = 0.029 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_2_modules_bn1_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer2_modules_2_modules_bn1_parameters_bias_" + ) + shape = [128] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.000 + std = 0.061 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_2_modules_conv2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer2_modules_2_modules_conv2_parameters_weight_" + shape = [128, 128, 3, 3] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.017 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_2_modules_bn2_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer2_modules_2_modules_bn2_buffers_running_mean_" + shape = [128] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.016 + std = 0.070 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_2_modules_bn2_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer2_modules_2_modules_bn2_buffers_running_var_" + shape = [128] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.009 + std = 0.004 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_2_modules_bn2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer2_modules_2_modules_bn2_parameters_weight_" + shape = [128] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.145 + std = 0.028 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_2_modules_bn2_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer2_modules_2_modules_bn2_parameters_bias_" + ) + shape = [128] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.023 + std = 0.074 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_2_modules_conv3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer2_modules_2_modules_conv3_parameters_weight_" + shape = [512, 128, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.020 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_2_modules_bn3_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer2_modules_2_modules_bn3_buffers_running_mean_" + shape = [512] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.002 + std = 0.014 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_2_modules_bn3_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer2_modules_2_modules_bn3_buffers_running_var_" + shape = [512] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_2_modules_bn3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer2_modules_2_modules_bn3_parameters_weight_" + shape = [512] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.081 + std = 0.051 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_2_modules_bn3_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer2_modules_2_modules_bn3_parameters_bias_" + ) + shape = [512] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.053 + std = 0.046 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_3_modules_conv1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer2_modules_3_modules_conv1_parameters_weight_" + shape = [128, 512, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.018 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_3_modules_bn1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer2_modules_3_modules_bn1_buffers_running_mean_" + shape = [128] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.035 + std = 0.051 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_3_modules_bn1_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer2_modules_3_modules_bn1_buffers_running_var_" + shape = [128] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.008 + std = 0.003 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_3_modules_bn1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer2_modules_3_modules_bn1_parameters_weight_" + shape = [128] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.133 + std = 0.020 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_3_modules_bn1_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer2_modules_3_modules_bn1_parameters_bias_" + ) + shape = [128] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.032 + std = 0.062 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_3_modules_conv2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer2_modules_3_modules_conv2_parameters_weight_" + shape = [128, 128, 3, 3] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.017 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_3_modules_bn2_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer2_modules_3_modules_bn2_buffers_running_mean_" + shape = [128] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.032 + std = 0.045 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_3_modules_bn2_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer2_modules_3_modules_bn2_buffers_running_var_" + shape = [128] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.006 + std = 0.002 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_3_modules_bn2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer2_modules_3_modules_bn2_parameters_weight_" + shape = [128] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.164 + std = 0.026 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_3_modules_bn2_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer2_modules_3_modules_bn2_parameters_bias_" + ) + shape = [128] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.073 + std = 0.065 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_3_modules_conv3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer2_modules_3_modules_conv3_parameters_weight_" + shape = [512, 128, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.019 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_3_modules_bn3_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer2_modules_3_modules_bn3_buffers_running_mean_" + shape = [512] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.003 + std = 0.014 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_3_modules_bn3_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer2_modules_3_modules_bn3_buffers_running_var_" + shape = [512] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_3_modules_bn3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer2_modules_3_modules_bn3_parameters_weight_" + shape = [512] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.072 + std = 0.056 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer2_modules_3_modules_bn3_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer2_modules_3_modules_bn3_parameters_bias_" + ) + shape = [512] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.050 + std = 0.055 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_0_modules_conv1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_0_modules_conv1_parameters_weight_" + shape = [256, 512, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.023 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_0_modules_bn1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer3_modules_0_modules_bn1_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.056 + std = 0.050 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_0_modules_bn1_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer3_modules_0_modules_bn1_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.010 + std = 0.004 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_0_modules_bn1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_0_modules_bn1_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.181 + std = 0.027 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_0_modules_bn1_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer3_modules_0_modules_bn1_parameters_bias_" + ) + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.138 + std = 0.063 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_0_modules_conv2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_0_modules_conv2_parameters_weight_" + shape = [256, 256, 3, 3] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.012 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_0_modules_bn2_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer3_modules_0_modules_bn2_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.044 + std = 0.042 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_0_modules_bn2_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer3_modules_0_modules_bn2_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.007 + std = 0.004 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_0_modules_bn2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_0_modules_bn2_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.150 + std = 0.028 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_0_modules_bn2_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer3_modules_0_modules_bn2_parameters_bias_" + ) + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.029 + std = 0.064 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_0_modules_conv3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_0_modules_conv3_parameters_weight_" + shape = [1024, 256, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.017 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_0_modules_bn3_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer3_modules_0_modules_bn3_buffers_running_mean_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.012 + std = 0.024 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_0_modules_bn3_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer3_modules_0_modules_bn3_buffers_running_var_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.001 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_0_modules_bn3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_0_modules_bn3_parameters_weight_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.105 + std = 0.054 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_0_modules_bn3_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer3_modules_0_modules_bn3_parameters_bias_" + ) + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.039 + std = 0.033 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_0_modules_downsample_modules_0_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_0_modules_downsample_modules_0_parameters_weight_" + shape = [1024, 512, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.012 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_0_modules_downsample_modules_1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer3_modules_0_modules_downsample_modules_1_buffers_running_mean_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.007 + std = 0.032 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_0_modules_downsample_modules_1_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer3_modules_0_modules_downsample_modules_1_buffers_running_var_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.002 + std = 0.002 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_0_modules_downsample_modules_1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_0_modules_downsample_modules_1_parameters_weight_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.096 + std = 0.046 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_0_modules_downsample_modules_1_parameters_bias_: + name = "L_self_modules_backbone_modules_layer3_modules_0_modules_downsample_modules_1_parameters_bias_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.039 + std = 0.033 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_1_modules_conv1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_1_modules_conv1_parameters_weight_" + shape = [256, 1024, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.013 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_1_modules_bn1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer3_modules_1_modules_bn1_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.026 + std = 0.054 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_1_modules_bn1_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer3_modules_1_modules_bn1_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.005 + std = 0.002 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_1_modules_bn1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_1_modules_bn1_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.132 + std = 0.029 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_1_modules_bn1_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer3_modules_1_modules_bn1_parameters_bias_" + ) + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.035 + std = 0.055 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_1_modules_conv2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_1_modules_conv2_parameters_weight_" + shape = [256, 256, 3, 3] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.012 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_1_modules_bn2_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer3_modules_1_modules_bn2_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.026 + std = 0.077 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_1_modules_bn2_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer3_modules_1_modules_bn2_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.008 + std = 0.004 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_1_modules_bn2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_1_modules_bn2_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.152 + std = 0.031 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_1_modules_bn2_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer3_modules_1_modules_bn2_parameters_bias_" + ) + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.062 + std = 0.073 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_1_modules_conv3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_1_modules_conv3_parameters_weight_" + shape = [1024, 256, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.016 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_1_modules_bn3_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer3_modules_1_modules_bn3_buffers_running_mean_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.009 + std = 0.015 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_1_modules_bn3_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer3_modules_1_modules_bn3_buffers_running_var_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.001 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_1_modules_bn3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_1_modules_bn3_parameters_weight_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.085 + std = 0.037 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_1_modules_bn3_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer3_modules_1_modules_bn3_parameters_bias_" + ) + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.062 + std = 0.047 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_2_modules_conv1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_2_modules_conv1_parameters_weight_" + shape = [256, 1024, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.013 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_2_modules_bn1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer3_modules_2_modules_bn1_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.029 + std = 0.029 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_2_modules_bn1_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer3_modules_2_modules_bn1_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.004 + std = 0.001 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_2_modules_bn1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_2_modules_bn1_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.127 + std = 0.031 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_2_modules_bn1_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer3_modules_2_modules_bn1_parameters_bias_" + ) + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.050 + std = 0.061 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_2_modules_conv2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_2_modules_conv2_parameters_weight_" + shape = [256, 256, 3, 3] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.012 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_2_modules_bn2_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer3_modules_2_modules_bn2_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.040 + std = 0.046 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_2_modules_bn2_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer3_modules_2_modules_bn2_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.006 + std = 0.002 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_2_modules_bn2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_2_modules_bn2_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.146 + std = 0.027 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_2_modules_bn2_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer3_modules_2_modules_bn2_parameters_bias_" + ) + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.075 + std = 0.069 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_2_modules_conv3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_2_modules_conv3_parameters_weight_" + shape = [1024, 256, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.014 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_2_modules_bn3_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer3_modules_2_modules_bn3_buffers_running_mean_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.007 + std = 0.011 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_2_modules_bn3_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer3_modules_2_modules_bn3_buffers_running_var_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_2_modules_bn3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_2_modules_bn3_parameters_weight_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.075 + std = 0.033 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_2_modules_bn3_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer3_modules_2_modules_bn3_parameters_bias_" + ) + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.064 + std = 0.039 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_3_modules_conv1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_3_modules_conv1_parameters_weight_" + shape = [256, 1024, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.014 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_3_modules_bn1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer3_modules_3_modules_bn1_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.029 + std = 0.025 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_3_modules_bn1_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer3_modules_3_modules_bn1_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.003 + std = 0.001 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_3_modules_bn1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_3_modules_bn1_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.138 + std = 0.032 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_3_modules_bn1_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer3_modules_3_modules_bn1_parameters_bias_" + ) + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.079 + std = 0.073 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_3_modules_conv2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_3_modules_conv2_parameters_weight_" + shape = [256, 256, 3, 3] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.012 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_3_modules_bn2_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer3_modules_3_modules_bn2_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.033 + std = 0.044 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_3_modules_bn2_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer3_modules_3_modules_bn2_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.004 + std = 0.001 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_3_modules_bn2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_3_modules_bn2_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.135 + std = 0.028 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_3_modules_bn2_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer3_modules_3_modules_bn2_parameters_bias_" + ) + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.061 + std = 0.069 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_3_modules_conv3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_3_modules_conv3_parameters_weight_" + shape = [1024, 256, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.014 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_3_modules_bn3_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer3_modules_3_modules_bn3_buffers_running_mean_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.009 + std = 0.012 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_3_modules_bn3_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer3_modules_3_modules_bn3_buffers_running_var_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_3_modules_bn3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_3_modules_bn3_parameters_weight_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.071 + std = 0.038 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_3_modules_bn3_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer3_modules_3_modules_bn3_parameters_bias_" + ) + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.057 + std = 0.040 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_4_modules_conv1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_4_modules_conv1_parameters_weight_" + shape = [256, 1024, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.014 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_4_modules_bn1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer3_modules_4_modules_bn1_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.027 + std = 0.024 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_4_modules_bn1_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer3_modules_4_modules_bn1_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.003 + std = 0.001 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_4_modules_bn1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_4_modules_bn1_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.135 + std = 0.035 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_4_modules_bn1_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer3_modules_4_modules_bn1_parameters_bias_" + ) + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.079 + std = 0.077 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_4_modules_conv2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_4_modules_conv2_parameters_weight_" + shape = [256, 256, 3, 3] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.011 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_4_modules_bn2_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer3_modules_4_modules_bn2_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.032 + std = 0.042 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_4_modules_bn2_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer3_modules_4_modules_bn2_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.003 + std = 0.001 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_4_modules_bn2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_4_modules_bn2_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.138 + std = 0.036 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_4_modules_bn2_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer3_modules_4_modules_bn2_parameters_bias_" + ) + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.066 + std = 0.075 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_4_modules_conv3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_4_modules_conv3_parameters_weight_" + shape = [1024, 256, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.013 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_4_modules_bn3_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer3_modules_4_modules_bn3_buffers_running_mean_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.009 + std = 0.012 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_4_modules_bn3_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer3_modules_4_modules_bn3_buffers_running_var_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_4_modules_bn3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_4_modules_bn3_parameters_weight_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.070 + std = 0.041 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_4_modules_bn3_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer3_modules_4_modules_bn3_parameters_bias_" + ) + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.056 + std = 0.043 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_5_modules_conv1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_5_modules_conv1_parameters_weight_" + shape = [256, 1024, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.015 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_5_modules_bn1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer3_modules_5_modules_bn1_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.024 + std = 0.025 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_5_modules_bn1_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer3_modules_5_modules_bn1_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.003 + std = 0.001 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_5_modules_bn1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_5_modules_bn1_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.145 + std = 0.030 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_5_modules_bn1_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer3_modules_5_modules_bn1_parameters_bias_" + ) + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.087 + std = 0.076 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_5_modules_conv2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_5_modules_conv2_parameters_weight_" + shape = [256, 256, 3, 3] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.011 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_5_modules_bn2_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer3_modules_5_modules_bn2_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.030 + std = 0.036 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_5_modules_bn2_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer3_modules_5_modules_bn2_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.004 + std = 0.002 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_5_modules_bn2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_5_modules_bn2_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.142 + std = 0.044 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_5_modules_bn2_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer3_modules_5_modules_bn2_parameters_bias_" + ) + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.055 + std = 0.070 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_5_modules_conv3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_5_modules_conv3_parameters_weight_" + shape = [1024, 256, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.002 + std = 0.013 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_5_modules_bn3_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer3_modules_5_modules_bn3_buffers_running_mean_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.014 + std = 0.014 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_5_modules_bn3_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer3_modules_5_modules_bn3_buffers_running_var_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_5_modules_bn3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer3_modules_5_modules_bn3_parameters_weight_" + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.071 + std = 0.045 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer3_modules_5_modules_bn3_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer3_modules_5_modules_bn3_parameters_bias_" + ) + shape = [1024] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.064 + std = 0.046 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_0_modules_conv1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer4_modules_0_modules_conv1_parameters_weight_" + shape = [512, 1024, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.015 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_0_modules_bn1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer4_modules_0_modules_bn1_buffers_running_mean_" + shape = [512] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.029 + std = 0.018 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_0_modules_bn1_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer4_modules_0_modules_bn1_buffers_running_var_" + shape = [512] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.002 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_0_modules_bn1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer4_modules_0_modules_bn1_parameters_weight_" + shape = [512] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.130 + std = 0.015 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_0_modules_bn1_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer4_modules_0_modules_bn1_parameters_bias_" + ) + shape = [512] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.139 + std = 0.033 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_0_modules_conv2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer4_modules_0_modules_conv2_parameters_weight_" + shape = [512, 512, 3, 3] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.007 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_0_modules_bn2_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer4_modules_0_modules_bn2_buffers_running_mean_" + shape = [512] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.022 + std = 0.012 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_0_modules_bn2_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer4_modules_0_modules_bn2_buffers_running_var_" + shape = [512] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.001 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_0_modules_bn2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer4_modules_0_modules_bn2_parameters_weight_" + shape = [512] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.114 + std = 0.015 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_0_modules_bn2_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer4_modules_0_modules_bn2_parameters_bias_" + ) + shape = [512] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.070 + std = 0.027 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_0_modules_conv3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer4_modules_0_modules_conv3_parameters_weight_" + shape = [2048, 512, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.009 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_0_modules_bn3_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer4_modules_0_modules_bn3_buffers_running_mean_" + shape = [2048] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.006 + std = 0.007 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_0_modules_bn3_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer4_modules_0_modules_bn3_buffers_running_var_" + shape = [2048] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_0_modules_bn3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer4_modules_0_modules_bn3_parameters_weight_" + shape = [2048] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.149 + std = 0.027 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_0_modules_bn3_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer4_modules_0_modules_bn3_parameters_bias_" + ) + shape = [2048] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.037 + std = 0.017 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_0_modules_downsample_modules_0_parameters_weight_: + name = "L_self_modules_backbone_modules_layer4_modules_0_modules_downsample_modules_0_parameters_weight_" + shape = [2048, 1024, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.006 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_0_modules_downsample_modules_1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer4_modules_0_modules_downsample_modules_1_buffers_running_mean_" + shape = [2048] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.003 + std = 0.008 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_0_modules_downsample_modules_1_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer4_modules_0_modules_downsample_modules_1_buffers_running_var_" + shape = [2048] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_0_modules_downsample_modules_1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer4_modules_0_modules_downsample_modules_1_parameters_weight_" + shape = [2048] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.126 + std = 0.039 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_0_modules_downsample_modules_1_parameters_bias_: + name = "L_self_modules_backbone_modules_layer4_modules_0_modules_downsample_modules_1_parameters_bias_" + shape = [2048] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.037 + std = 0.017 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_1_modules_conv1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer4_modules_1_modules_conv1_parameters_weight_" + shape = [512, 2048, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.008 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_1_modules_bn1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer4_modules_1_modules_bn1_buffers_running_mean_" + shape = [512] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.090 + std = 0.053 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_1_modules_bn1_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer4_modules_1_modules_bn1_buffers_running_var_" + shape = [512] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.013 + std = 0.005 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_1_modules_bn1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer4_modules_1_modules_bn1_parameters_weight_" + shape = [512] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.116 + std = 0.016 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_1_modules_bn1_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer4_modules_1_modules_bn1_parameters_bias_" + ) + shape = [512] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.091 + std = 0.031 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_1_modules_conv2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer4_modules_1_modules_conv2_parameters_weight_" + shape = [512, 512, 3, 3] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.007 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_1_modules_bn2_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer4_modules_1_modules_bn2_buffers_running_mean_" + shape = [512] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.032 + std = 0.022 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_1_modules_bn2_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer4_modules_1_modules_bn2_buffers_running_var_" + shape = [512] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.002 + std = 0.001 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_1_modules_bn2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer4_modules_1_modules_bn2_parameters_weight_" + shape = [512] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.118 + std = 0.020 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_1_modules_bn2_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer4_modules_1_modules_bn2_parameters_bias_" + ) + shape = [512] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.092 + std = 0.026 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_1_modules_conv3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer4_modules_1_modules_conv3_parameters_weight_" + shape = [2048, 512, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.008 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_1_modules_bn3_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer4_modules_1_modules_bn3_buffers_running_mean_" + shape = [2048] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.003 + std = 0.005 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_1_modules_bn3_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer4_modules_1_modules_bn3_buffers_running_var_" + shape = [2048] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_1_modules_bn3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer4_modules_1_modules_bn3_parameters_weight_" + shape = [2048] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.137 + std = 0.033 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_1_modules_bn3_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer4_modules_1_modules_bn3_parameters_bias_" + ) + shape = [2048] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.046 + std = 0.015 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_2_modules_conv1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer4_modules_2_modules_conv1_parameters_weight_" + shape = [512, 2048, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.009 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_2_modules_bn1_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer4_modules_2_modules_bn1_buffers_running_mean_" + shape = [512] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.125 + std = 0.085 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_2_modules_bn1_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer4_modules_2_modules_bn1_buffers_running_var_" + shape = [512] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.023 + std = 0.009 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_2_modules_bn1_parameters_weight_: + name = "L_self_modules_backbone_modules_layer4_modules_2_modules_bn1_parameters_weight_" + shape = [512] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.123 + std = 0.017 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_2_modules_bn1_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer4_modules_2_modules_bn1_parameters_bias_" + ) + shape = [512] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.112 + std = 0.032 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_2_modules_conv2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer4_modules_2_modules_conv2_parameters_weight_" + shape = [512, 512, 3, 3] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.006 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_2_modules_bn2_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer4_modules_2_modules_bn2_buffers_running_mean_" + shape = [512] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.022 + std = 0.013 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_2_modules_bn2_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer4_modules_2_modules_bn2_buffers_running_var_" + shape = [512] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.001 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_2_modules_bn2_parameters_weight_: + name = "L_self_modules_backbone_modules_layer4_modules_2_modules_bn2_parameters_weight_" + shape = [512] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.117 + std = 0.018 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_2_modules_bn2_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer4_modules_2_modules_bn2_parameters_bias_" + ) + shape = [512] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.068 + std = 0.025 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_2_modules_conv3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer4_modules_2_modules_conv3_parameters_weight_" + shape = [2048, 512, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.008 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_2_modules_bn3_buffers_running_mean_: + name = "L_self_modules_backbone_modules_layer4_modules_2_modules_bn3_buffers_running_mean_" + shape = [2048] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.006 + std = 0.007 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_2_modules_bn3_buffers_running_var_: + name = "L_self_modules_backbone_modules_layer4_modules_2_modules_bn3_buffers_running_var_" + shape = [2048] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_2_modules_bn3_parameters_weight_: + name = "L_self_modules_backbone_modules_layer4_modules_2_modules_bn3_parameters_weight_" + shape = [2048] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.276 + std = 0.059 + data = None + + +class Program_weight_tensor_meta_L_self_modules_backbone_modules_layer4_modules_2_modules_bn3_parameters_bias_: + name = ( + "L_self_modules_backbone_modules_layer4_modules_2_modules_bn3_parameters_bias_" + ) + shape = [2048] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.006 + std = 0.011 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_0_modules_convs_modules_0_modules_0_parameters_weight_: + name = "L_self_modules_classifier_modules_0_modules_convs_modules_0_modules_0_parameters_weight_" + shape = [256, 2048, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.006 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_0_modules_convs_modules_0_modules_1_buffers_running_mean_: + name = "L_self_modules_classifier_modules_0_modules_convs_modules_0_modules_1_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.098 + std = 0.057 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_0_modules_convs_modules_0_modules_1_buffers_running_var_: + name = "L_self_modules_classifier_modules_0_modules_convs_modules_0_modules_1_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.017 + std = 0.005 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_0_modules_convs_modules_0_modules_1_parameters_weight_: + name = "L_self_modules_classifier_modules_0_modules_convs_modules_0_modules_1_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.401 + std = 0.011 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_0_modules_convs_modules_0_modules_1_parameters_bias_: + name = "L_self_modules_classifier_modules_0_modules_convs_modules_0_modules_1_parameters_bias_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.014 + std = 0.006 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_0_modules_convs_modules_1_modules_0_parameters_weight_: + name = "L_self_modules_classifier_modules_0_modules_convs_modules_1_modules_0_parameters_weight_" + shape = [256, 2048, 3, 3] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.003 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_0_modules_convs_modules_1_modules_1_buffers_running_mean_: + name = "L_self_modules_classifier_modules_0_modules_convs_modules_1_modules_1_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.151 + std = 0.130 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_0_modules_convs_modules_1_modules_1_buffers_running_var_: + name = "L_self_modules_classifier_modules_0_modules_convs_modules_1_modules_1_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.099 + std = 0.027 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_0_modules_convs_modules_1_modules_1_parameters_weight_: + name = "L_self_modules_classifier_modules_0_modules_convs_modules_1_modules_1_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.412 + std = 0.012 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_0_modules_convs_modules_1_modules_1_parameters_bias_: + name = "L_self_modules_classifier_modules_0_modules_convs_modules_1_modules_1_parameters_bias_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.019 + std = 0.009 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_0_modules_convs_modules_2_modules_0_parameters_weight_: + name = "L_self_modules_classifier_modules_0_modules_convs_modules_2_modules_0_parameters_weight_" + shape = [256, 2048, 3, 3] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.002 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_0_modules_convs_modules_2_modules_1_buffers_running_mean_: + name = "L_self_modules_classifier_modules_0_modules_convs_modules_2_modules_1_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.121 + std = 0.096 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_0_modules_convs_modules_2_modules_1_buffers_running_var_: + name = "L_self_modules_classifier_modules_0_modules_convs_modules_2_modules_1_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.045 + std = 0.012 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_0_modules_convs_modules_2_modules_1_parameters_weight_: + name = "L_self_modules_classifier_modules_0_modules_convs_modules_2_modules_1_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.395 + std = 0.006 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_0_modules_convs_modules_2_modules_1_parameters_bias_: + name = "L_self_modules_classifier_modules_0_modules_convs_modules_2_modules_1_parameters_bias_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.020 + std = 0.006 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_0_modules_convs_modules_3_modules_0_parameters_weight_: + name = "L_self_modules_classifier_modules_0_modules_convs_modules_3_modules_0_parameters_weight_" + shape = [256, 2048, 3, 3] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.002 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_0_modules_convs_modules_3_modules_1_buffers_running_mean_: + name = "L_self_modules_classifier_modules_0_modules_convs_modules_3_modules_1_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.100 + std = 0.079 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_0_modules_convs_modules_3_modules_1_buffers_running_var_: + name = "L_self_modules_classifier_modules_0_modules_convs_modules_3_modules_1_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.026 + std = 0.007 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_0_modules_convs_modules_3_modules_1_parameters_weight_: + name = "L_self_modules_classifier_modules_0_modules_convs_modules_3_modules_1_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.392 + std = 0.004 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_0_modules_convs_modules_3_modules_1_parameters_bias_: + name = "L_self_modules_classifier_modules_0_modules_convs_modules_3_modules_1_parameters_bias_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.016 + std = 0.004 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_0_modules_convs_modules_4_modules_1_parameters_weight_: + name = "L_self_modules_classifier_modules_0_modules_convs_modules_4_modules_1_parameters_weight_" + shape = [256, 2048, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.009 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_0_modules_convs_modules_4_modules_2_buffers_running_mean_: + name = "L_self_modules_classifier_modules_0_modules_convs_modules_4_modules_2_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.225 + std = 0.163 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_0_modules_convs_modules_4_modules_2_buffers_running_var_: + name = "L_self_modules_classifier_modules_0_modules_convs_modules_4_modules_2_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.027 + std = 0.007 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_0_modules_convs_modules_4_modules_2_parameters_weight_: + name = "L_self_modules_classifier_modules_0_modules_convs_modules_4_modules_2_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.406 + std = 0.017 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_0_modules_convs_modules_4_modules_2_parameters_bias_: + name = "L_self_modules_classifier_modules_0_modules_convs_modules_4_modules_2_parameters_bias_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.016 + std = 0.025 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_0_modules_project_modules_0_parameters_weight_: + name = "L_self_modules_classifier_modules_0_modules_project_modules_0_parameters_weight_" + shape = [256, 1280, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.013 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_0_modules_project_modules_1_buffers_running_mean_: + name = "L_self_modules_classifier_modules_0_modules_project_modules_1_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.123 + std = 0.135 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_0_modules_project_modules_1_buffers_running_var_: + name = "L_self_modules_classifier_modules_0_modules_project_modules_1_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.070 + std = 0.022 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_0_modules_project_modules_1_parameters_weight_: + name = "L_self_modules_classifier_modules_0_modules_project_modules_1_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.401 + std = 0.019 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_0_modules_project_modules_1_parameters_bias_: + name = ( + "L_self_modules_classifier_modules_0_modules_project_modules_1_parameters_bias_" + ) + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.027 + std = 0.030 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_1_parameters_weight_: + name = "L_self_modules_classifier_modules_1_parameters_weight_" + shape = [256, 256, 3, 3] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.001 + std = 0.009 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_2_buffers_running_mean_: + name = "L_self_modules_classifier_modules_2_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.229 + std = 0.241 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_2_buffers_running_var_: + name = "L_self_modules_classifier_modules_2_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.242 + std = 0.121 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_2_parameters_weight_: + name = "L_self_modules_classifier_modules_2_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.525 + std = 0.046 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_2_parameters_bias_: + name = "L_self_modules_classifier_modules_2_parameters_bias_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.119 + std = 0.036 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_4_parameters_weight_: + name = "L_self_modules_classifier_modules_4_parameters_weight_" + shape = [21, 256, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.000 + std = 0.110 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_4_parameters_bias_: + name = "L_self_modules_classifier_modules_4_parameters_bias_" + shape = [21] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.004 + std = 0.196 + data = None + + +class Program_weight_tensor_meta_L_self_modules_aux_classifier_modules_0_parameters_weight_: + name = "L_self_modules_aux_classifier_modules_0_parameters_weight_" + shape = [256, 1024, 3, 3] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.000 + std = 0.004 + data = None + + +class Program_weight_tensor_meta_L_self_modules_aux_classifier_modules_1_buffers_running_mean_: + name = "L_self_modules_aux_classifier_modules_1_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = -0.034 + std = 0.030 + data = None + + +class Program_weight_tensor_meta_L_self_modules_aux_classifier_modules_1_buffers_running_var_: + name = "L_self_modules_aux_classifier_modules_1_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.010 + std = 0.004 + data = None + + +class Program_weight_tensor_meta_L_self_modules_aux_classifier_modules_1_parameters_weight_: + name = "L_self_modules_aux_classifier_modules_1_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.379 + std = 0.092 + data = None + + +class Program_weight_tensor_meta_L_self_modules_aux_classifier_modules_1_parameters_bias_: + name = "L_self_modules_aux_classifier_modules_1_parameters_bias_" + shape = [256] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.126 + std = 0.066 + data = None + + +class Program_weight_tensor_meta_L_self_modules_aux_classifier_modules_4_parameters_weight_: + name = "L_self_modules_aux_classifier_modules_4_parameters_weight_" + shape = [21, 256, 1, 1] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.000 + std = 0.109 + data = None + + +class Program_weight_tensor_meta_L_self_modules_aux_classifier_modules_4_parameters_bias_: + name = "L_self_modules_aux_classifier_modules_4_parameters_bias_" + shape = [21] + dtype = "torch.float32" + device = "cuda:0" + mean = 0.000 + std = 0.234 + data = None