diff --git a/samples/timm/inception_v4/graph_hash.txt b/samples/timm/inception_v4/graph_hash.txt new file mode 100644 index 000000000..9d895b1fe --- /dev/null +++ b/samples/timm/inception_v4/graph_hash.txt @@ -0,0 +1 @@ +bedc93b3e52234d31236e0a996facacac3f14888bd77f9cdd36e55fe76b2b061 \ No newline at end of file diff --git a/samples/timm/inception_v4/graph_net.json b/samples/timm/inception_v4/graph_net.json new file mode 100644 index 000000000..1373fe3b5 --- /dev/null +++ b/samples/timm/inception_v4/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/timm/inception_v4/input_meta.py b/samples/timm/inception_v4/input_meta.py new file mode 100644 index 000000000..e69de29bb diff --git a/samples/timm/inception_v4/input_tensor_constraints.py b/samples/timm/inception_v4/input_tensor_constraints.py new file mode 100644 index 000000000..e69de29bb diff --git a/samples/timm/inception_v4/model.py b/samples/timm/inception_v4/model.py new file mode 100644 index 000000000..e65984cca --- /dev/null +++ b/samples/timm/inception_v4/model.py @@ -0,0 +1,5215 @@ +import torch + + +class GraphModule(torch.nn.Module): + def forward( + self, + L_self_modules_features_modules_0_modules_conv_parameters_weight_: torch.nn.parameter.Parameter, + s1: torch.SymInt, + L_x_: torch.Tensor, + L_self_modules_features_modules_0_modules_bn_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_0_modules_bn_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_0_modules_bn_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_0_modules_bn_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_1_modules_conv_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_1_modules_bn_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_1_modules_bn_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_1_modules_bn_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_1_modules_bn_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_2_modules_conv_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_2_modules_bn_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_2_modules_bn_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_2_modules_bn_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_2_modules_bn_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_3_modules_conv_modules_conv_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_3_modules_conv_modules_bn_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_3_modules_conv_modules_bn_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_3_modules_conv_modules_bn_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_3_modules_conv_modules_bn_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_4_modules_branch0_modules_0_modules_conv_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_4_modules_branch0_modules_0_modules_bn_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_4_modules_branch0_modules_0_modules_bn_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_4_modules_branch0_modules_0_modules_bn_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_4_modules_branch0_modules_0_modules_bn_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_4_modules_branch0_modules_1_modules_conv_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_4_modules_branch0_modules_1_modules_bn_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_4_modules_branch0_modules_1_modules_bn_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_4_modules_branch0_modules_1_modules_bn_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_4_modules_branch0_modules_1_modules_bn_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_4_modules_branch1_modules_0_modules_conv_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_4_modules_branch1_modules_0_modules_bn_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_4_modules_branch1_modules_0_modules_bn_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_4_modules_branch1_modules_0_modules_bn_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_4_modules_branch1_modules_0_modules_bn_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_4_modules_branch1_modules_1_modules_conv_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_4_modules_branch1_modules_1_modules_bn_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_4_modules_branch1_modules_1_modules_bn_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_4_modules_branch1_modules_1_modules_bn_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_4_modules_branch1_modules_1_modules_bn_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_4_modules_branch1_modules_2_modules_conv_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_4_modules_branch1_modules_2_modules_bn_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_4_modules_branch1_modules_2_modules_bn_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_4_modules_branch1_modules_2_modules_bn_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_4_modules_branch1_modules_2_modules_bn_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_4_modules_branch1_modules_3_modules_conv_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_4_modules_branch1_modules_3_modules_bn_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_4_modules_branch1_modules_3_modules_bn_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_4_modules_branch1_modules_3_modules_bn_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_4_modules_branch1_modules_3_modules_bn_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_5_modules_conv_modules_conv_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_5_modules_conv_modules_bn_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_5_modules_conv_modules_bn_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_5_modules_conv_modules_bn_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_5_modules_conv_modules_bn_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_6_modules_branch0_modules_conv_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_6_modules_branch0_modules_bn_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_6_modules_branch0_modules_bn_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_6_modules_branch0_modules_bn_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_6_modules_branch0_modules_bn_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_6_modules_branch1_modules_0_modules_conv_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_6_modules_branch1_modules_0_modules_bn_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_6_modules_branch1_modules_0_modules_bn_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_6_modules_branch1_modules_0_modules_bn_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_6_modules_branch1_modules_0_modules_bn_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_6_modules_branch1_modules_1_modules_conv_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_6_modules_branch1_modules_1_modules_bn_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_6_modules_branch1_modules_1_modules_bn_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_6_modules_branch1_modules_1_modules_bn_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_6_modules_branch1_modules_1_modules_bn_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_6_modules_branch2_modules_0_modules_conv_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_6_modules_branch2_modules_0_modules_bn_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_6_modules_branch2_modules_0_modules_bn_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_6_modules_branch2_modules_0_modules_bn_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_6_modules_branch2_modules_0_modules_bn_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_6_modules_branch2_modules_1_modules_conv_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_6_modules_branch2_modules_1_modules_bn_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_6_modules_branch2_modules_1_modules_bn_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_6_modules_branch2_modules_1_modules_bn_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_6_modules_branch2_modules_1_modules_bn_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_6_modules_branch2_modules_2_modules_conv_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_6_modules_branch2_modules_2_modules_bn_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_6_modules_branch2_modules_2_modules_bn_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_6_modules_branch2_modules_2_modules_bn_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_6_modules_branch2_modules_2_modules_bn_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_6_modules_branch3_modules_1_modules_conv_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_6_modules_branch3_modules_1_modules_bn_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_6_modules_branch3_modules_1_modules_bn_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_6_modules_branch3_modules_1_modules_bn_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_6_modules_branch3_modules_1_modules_bn_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_7_modules_branch0_modules_conv_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_7_modules_branch0_modules_bn_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_7_modules_branch0_modules_bn_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_7_modules_branch0_modules_bn_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_7_modules_branch0_modules_bn_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_7_modules_branch1_modules_0_modules_conv_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_7_modules_branch1_modules_0_modules_bn_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_7_modules_branch1_modules_0_modules_bn_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_7_modules_branch1_modules_0_modules_bn_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_7_modules_branch1_modules_0_modules_bn_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_7_modules_branch1_modules_1_modules_conv_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_7_modules_branch1_modules_1_modules_bn_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_7_modules_branch1_modules_1_modules_bn_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_7_modules_branch1_modules_1_modules_bn_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_7_modules_branch1_modules_1_modules_bn_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_7_modules_branch2_modules_0_modules_conv_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_7_modules_branch2_modules_0_modules_bn_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_7_modules_branch2_modules_0_modules_bn_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_7_modules_branch2_modules_0_modules_bn_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_7_modules_branch2_modules_0_modules_bn_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_7_modules_branch2_modules_1_modules_conv_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_7_modules_branch2_modules_1_modules_bn_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_7_modules_branch2_modules_1_modules_bn_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_7_modules_branch2_modules_1_modules_bn_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_7_modules_branch2_modules_1_modules_bn_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_7_modules_branch2_modules_2_modules_conv_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_7_modules_branch2_modules_2_modules_bn_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_7_modules_branch2_modules_2_modules_bn_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_7_modules_branch2_modules_2_modules_bn_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_7_modules_branch2_modules_2_modules_bn_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_7_modules_branch3_modules_1_modules_conv_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_7_modules_branch3_modules_1_modules_bn_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_7_modules_branch3_modules_1_modules_bn_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_7_modules_branch3_modules_1_modules_bn_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_7_modules_branch3_modules_1_modules_bn_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_8_modules_branch0_modules_conv_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_8_modules_branch0_modules_bn_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_8_modules_branch0_modules_bn_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_8_modules_branch0_modules_bn_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_8_modules_branch0_modules_bn_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_8_modules_branch1_modules_0_modules_conv_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_8_modules_branch1_modules_0_modules_bn_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_8_modules_branch1_modules_0_modules_bn_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_8_modules_branch1_modules_0_modules_bn_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_8_modules_branch1_modules_0_modules_bn_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_8_modules_branch1_modules_1_modules_conv_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_8_modules_branch1_modules_1_modules_bn_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_8_modules_branch1_modules_1_modules_bn_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_8_modules_branch1_modules_1_modules_bn_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_8_modules_branch1_modules_1_modules_bn_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_8_modules_branch2_modules_0_modules_conv_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_8_modules_branch2_modules_0_modules_bn_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_8_modules_branch2_modules_0_modules_bn_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_8_modules_branch2_modules_0_modules_bn_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_8_modules_branch2_modules_0_modules_bn_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_8_modules_branch2_modules_1_modules_conv_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_8_modules_branch2_modules_1_modules_bn_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_8_modules_branch2_modules_1_modules_bn_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_8_modules_branch2_modules_1_modules_bn_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_8_modules_branch2_modules_1_modules_bn_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_8_modules_branch2_modules_2_modules_conv_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_8_modules_branch2_modules_2_modules_bn_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_8_modules_branch2_modules_2_modules_bn_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_8_modules_branch2_modules_2_modules_bn_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_8_modules_branch2_modules_2_modules_bn_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_8_modules_branch3_modules_1_modules_conv_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_8_modules_branch3_modules_1_modules_bn_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_8_modules_branch3_modules_1_modules_bn_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_8_modules_branch3_modules_1_modules_bn_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_8_modules_branch3_modules_1_modules_bn_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_9_modules_branch0_modules_conv_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_9_modules_branch0_modules_bn_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_9_modules_branch0_modules_bn_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_9_modules_branch0_modules_bn_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_9_modules_branch0_modules_bn_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_9_modules_branch1_modules_0_modules_conv_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_9_modules_branch1_modules_0_modules_bn_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_9_modules_branch1_modules_0_modules_bn_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_9_modules_branch1_modules_0_modules_bn_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_9_modules_branch1_modules_0_modules_bn_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_9_modules_branch1_modules_1_modules_conv_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_9_modules_branch1_modules_1_modules_bn_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_9_modules_branch1_modules_1_modules_bn_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_9_modules_branch1_modules_1_modules_bn_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_9_modules_branch1_modules_1_modules_bn_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_9_modules_branch2_modules_0_modules_conv_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_9_modules_branch2_modules_0_modules_bn_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_9_modules_branch2_modules_0_modules_bn_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_9_modules_branch2_modules_0_modules_bn_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_9_modules_branch2_modules_0_modules_bn_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_9_modules_branch2_modules_1_modules_conv_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_9_modules_branch2_modules_1_modules_bn_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_9_modules_branch2_modules_1_modules_bn_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_9_modules_branch2_modules_1_modules_bn_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_9_modules_branch2_modules_1_modules_bn_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_9_modules_branch2_modules_2_modules_conv_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_9_modules_branch2_modules_2_modules_bn_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_9_modules_branch2_modules_2_modules_bn_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_9_modules_branch2_modules_2_modules_bn_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_9_modules_branch2_modules_2_modules_bn_parameters_bias_: torch.nn.parameter.Parameter, + 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L_self_modules_features_modules_19_modules_branch0_modules_bn_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_19_modules_branch0_modules_bn_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_19_modules_branch0_modules_bn_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_19_modules_branch0_modules_bn_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_19_modules_branch1_0_modules_conv_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_19_modules_branch1_0_modules_bn_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_19_modules_branch1_0_modules_bn_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_19_modules_branch1_0_modules_bn_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_19_modules_branch1_0_modules_bn_parameters_bias_: torch.nn.parameter.Parameter, + 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L_self_modules_features_modules_19_modules_branch2_1_modules_bn_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_19_modules_branch2_1_modules_bn_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_19_modules_branch2_2_modules_conv_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_19_modules_branch2_2_modules_bn_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_19_modules_branch2_2_modules_bn_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_19_modules_branch2_2_modules_bn_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_19_modules_branch2_2_modules_bn_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_19_modules_branch2_3a_modules_conv_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_19_modules_branch2_3a_modules_bn_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_19_modules_branch2_3a_modules_bn_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_19_modules_branch2_3a_modules_bn_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_19_modules_branch2_3a_modules_bn_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_19_modules_branch2_3b_modules_conv_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_19_modules_branch2_3b_modules_bn_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_19_modules_branch2_3b_modules_bn_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_19_modules_branch2_3b_modules_bn_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_19_modules_branch2_3b_modules_bn_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_19_modules_branch3_modules_1_modules_conv_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_19_modules_branch3_modules_1_modules_bn_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_19_modules_branch3_modules_1_modules_bn_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_19_modules_branch3_modules_1_modules_bn_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_19_modules_branch3_modules_1_modules_bn_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_20_modules_branch0_modules_conv_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_20_modules_branch0_modules_bn_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_20_modules_branch0_modules_bn_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_20_modules_branch0_modules_bn_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_20_modules_branch0_modules_bn_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_20_modules_branch1_0_modules_conv_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_20_modules_branch1_0_modules_bn_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_20_modules_branch1_0_modules_bn_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_20_modules_branch1_0_modules_bn_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_20_modules_branch1_0_modules_bn_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_20_modules_branch1_1a_modules_conv_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_20_modules_branch1_1a_modules_bn_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_20_modules_branch1_1a_modules_bn_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_20_modules_branch1_1a_modules_bn_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_20_modules_branch1_1a_modules_bn_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_20_modules_branch1_1b_modules_conv_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_20_modules_branch1_1b_modules_bn_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_20_modules_branch1_1b_modules_bn_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_20_modules_branch1_1b_modules_bn_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_20_modules_branch1_1b_modules_bn_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_20_modules_branch2_0_modules_conv_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_20_modules_branch2_0_modules_bn_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_20_modules_branch2_0_modules_bn_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_20_modules_branch2_0_modules_bn_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_20_modules_branch2_0_modules_bn_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_20_modules_branch2_1_modules_conv_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_20_modules_branch2_1_modules_bn_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_20_modules_branch2_1_modules_bn_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_20_modules_branch2_1_modules_bn_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_20_modules_branch2_1_modules_bn_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_20_modules_branch2_2_modules_conv_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_20_modules_branch2_2_modules_bn_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_20_modules_branch2_2_modules_bn_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_20_modules_branch2_2_modules_bn_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_20_modules_branch2_2_modules_bn_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_20_modules_branch2_3a_modules_conv_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_20_modules_branch2_3a_modules_bn_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_20_modules_branch2_3a_modules_bn_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_20_modules_branch2_3a_modules_bn_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_20_modules_branch2_3a_modules_bn_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_20_modules_branch2_3b_modules_conv_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_20_modules_branch2_3b_modules_bn_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_20_modules_branch2_3b_modules_bn_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_20_modules_branch2_3b_modules_bn_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_20_modules_branch2_3b_modules_bn_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_20_modules_branch3_modules_1_modules_conv_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_20_modules_branch3_modules_1_modules_bn_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_20_modules_branch3_modules_1_modules_bn_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_20_modules_branch3_modules_1_modules_bn_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_20_modules_branch3_modules_1_modules_bn_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_21_modules_branch0_modules_conv_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_21_modules_branch0_modules_bn_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_21_modules_branch0_modules_bn_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_21_modules_branch0_modules_bn_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_21_modules_branch0_modules_bn_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_21_modules_branch1_0_modules_conv_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_21_modules_branch1_0_modules_bn_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_21_modules_branch1_0_modules_bn_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_21_modules_branch1_0_modules_bn_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_21_modules_branch1_0_modules_bn_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_21_modules_branch1_1a_modules_conv_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_21_modules_branch1_1a_modules_bn_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_21_modules_branch1_1a_modules_bn_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_21_modules_branch1_1a_modules_bn_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_21_modules_branch1_1a_modules_bn_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_21_modules_branch1_1b_modules_conv_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_21_modules_branch1_1b_modules_bn_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_21_modules_branch1_1b_modules_bn_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_21_modules_branch1_1b_modules_bn_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_21_modules_branch1_1b_modules_bn_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_21_modules_branch2_0_modules_conv_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_21_modules_branch2_0_modules_bn_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_21_modules_branch2_0_modules_bn_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_21_modules_branch2_0_modules_bn_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_21_modules_branch2_0_modules_bn_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_21_modules_branch2_1_modules_conv_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_21_modules_branch2_1_modules_bn_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_21_modules_branch2_1_modules_bn_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_21_modules_branch2_1_modules_bn_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_21_modules_branch2_1_modules_bn_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_21_modules_branch2_2_modules_conv_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_21_modules_branch2_2_modules_bn_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_21_modules_branch2_2_modules_bn_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_21_modules_branch2_2_modules_bn_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_21_modules_branch2_2_modules_bn_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_21_modules_branch2_3a_modules_conv_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_21_modules_branch2_3a_modules_bn_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_21_modules_branch2_3a_modules_bn_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_21_modules_branch2_3a_modules_bn_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_21_modules_branch2_3a_modules_bn_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_21_modules_branch2_3b_modules_conv_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_21_modules_branch2_3b_modules_bn_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_21_modules_branch2_3b_modules_bn_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_21_modules_branch2_3b_modules_bn_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_21_modules_branch2_3b_modules_bn_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_21_modules_branch3_modules_1_modules_conv_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_21_modules_branch3_modules_1_modules_bn_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_21_modules_branch3_modules_1_modules_bn_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_21_modules_branch3_modules_1_modules_bn_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_21_modules_branch3_modules_1_modules_bn_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_last_linear_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_last_linear_parameters_bias_: torch.nn.parameter.Parameter, + ): + l_self_modules_features_modules_0_modules_conv_parameters_weight_ = ( + L_self_modules_features_modules_0_modules_conv_parameters_weight_ + ) + l_x_ = L_x_ + l_self_modules_features_modules_0_modules_bn_buffers_running_mean_ = ( + L_self_modules_features_modules_0_modules_bn_buffers_running_mean_ + ) + l_self_modules_features_modules_0_modules_bn_buffers_running_var_ = ( + L_self_modules_features_modules_0_modules_bn_buffers_running_var_ + ) + l_self_modules_features_modules_0_modules_bn_parameters_weight_ = ( + L_self_modules_features_modules_0_modules_bn_parameters_weight_ + ) + l_self_modules_features_modules_0_modules_bn_parameters_bias_ = ( + L_self_modules_features_modules_0_modules_bn_parameters_bias_ + ) + l_self_modules_features_modules_1_modules_conv_parameters_weight_ = ( + L_self_modules_features_modules_1_modules_conv_parameters_weight_ + ) + l_self_modules_features_modules_1_modules_bn_buffers_running_mean_ = ( + L_self_modules_features_modules_1_modules_bn_buffers_running_mean_ + ) + l_self_modules_features_modules_1_modules_bn_buffers_running_var_ = ( + L_self_modules_features_modules_1_modules_bn_buffers_running_var_ + ) + l_self_modules_features_modules_1_modules_bn_parameters_weight_ = ( + L_self_modules_features_modules_1_modules_bn_parameters_weight_ + ) + l_self_modules_features_modules_1_modules_bn_parameters_bias_ = ( + L_self_modules_features_modules_1_modules_bn_parameters_bias_ + ) + l_self_modules_features_modules_2_modules_conv_parameters_weight_ = ( + L_self_modules_features_modules_2_modules_conv_parameters_weight_ + ) + l_self_modules_features_modules_2_modules_bn_buffers_running_mean_ = ( + L_self_modules_features_modules_2_modules_bn_buffers_running_mean_ + ) + l_self_modules_features_modules_2_modules_bn_buffers_running_var_ = ( + L_self_modules_features_modules_2_modules_bn_buffers_running_var_ + ) + l_self_modules_features_modules_2_modules_bn_parameters_weight_ = ( + L_self_modules_features_modules_2_modules_bn_parameters_weight_ + ) + l_self_modules_features_modules_2_modules_bn_parameters_bias_ = ( + L_self_modules_features_modules_2_modules_bn_parameters_bias_ + ) + l_self_modules_features_modules_3_modules_conv_modules_conv_parameters_weight_ = L_self_modules_features_modules_3_modules_conv_modules_conv_parameters_weight_ + l_self_modules_features_modules_3_modules_conv_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_3_modules_conv_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_3_modules_conv_modules_bn_buffers_running_var_ = L_self_modules_features_modules_3_modules_conv_modules_bn_buffers_running_var_ + l_self_modules_features_modules_3_modules_conv_modules_bn_parameters_weight_ = ( + L_self_modules_features_modules_3_modules_conv_modules_bn_parameters_weight_ + ) + l_self_modules_features_modules_3_modules_conv_modules_bn_parameters_bias_ = ( + L_self_modules_features_modules_3_modules_conv_modules_bn_parameters_bias_ + ) + l_self_modules_features_modules_4_modules_branch0_modules_0_modules_conv_parameters_weight_ = L_self_modules_features_modules_4_modules_branch0_modules_0_modules_conv_parameters_weight_ + l_self_modules_features_modules_4_modules_branch0_modules_0_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_4_modules_branch0_modules_0_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_4_modules_branch0_modules_0_modules_bn_buffers_running_var_ = L_self_modules_features_modules_4_modules_branch0_modules_0_modules_bn_buffers_running_var_ + l_self_modules_features_modules_4_modules_branch0_modules_0_modules_bn_parameters_weight_ = L_self_modules_features_modules_4_modules_branch0_modules_0_modules_bn_parameters_weight_ + l_self_modules_features_modules_4_modules_branch0_modules_0_modules_bn_parameters_bias_ = L_self_modules_features_modules_4_modules_branch0_modules_0_modules_bn_parameters_bias_ + l_self_modules_features_modules_4_modules_branch0_modules_1_modules_conv_parameters_weight_ = L_self_modules_features_modules_4_modules_branch0_modules_1_modules_conv_parameters_weight_ + l_self_modules_features_modules_4_modules_branch0_modules_1_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_4_modules_branch0_modules_1_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_4_modules_branch0_modules_1_modules_bn_buffers_running_var_ = L_self_modules_features_modules_4_modules_branch0_modules_1_modules_bn_buffers_running_var_ + l_self_modules_features_modules_4_modules_branch0_modules_1_modules_bn_parameters_weight_ = L_self_modules_features_modules_4_modules_branch0_modules_1_modules_bn_parameters_weight_ + l_self_modules_features_modules_4_modules_branch0_modules_1_modules_bn_parameters_bias_ = L_self_modules_features_modules_4_modules_branch0_modules_1_modules_bn_parameters_bias_ + l_self_modules_features_modules_4_modules_branch1_modules_0_modules_conv_parameters_weight_ = L_self_modules_features_modules_4_modules_branch1_modules_0_modules_conv_parameters_weight_ + l_self_modules_features_modules_4_modules_branch1_modules_0_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_4_modules_branch1_modules_0_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_4_modules_branch1_modules_0_modules_bn_buffers_running_var_ = L_self_modules_features_modules_4_modules_branch1_modules_0_modules_bn_buffers_running_var_ + l_self_modules_features_modules_4_modules_branch1_modules_0_modules_bn_parameters_weight_ = L_self_modules_features_modules_4_modules_branch1_modules_0_modules_bn_parameters_weight_ + l_self_modules_features_modules_4_modules_branch1_modules_0_modules_bn_parameters_bias_ = L_self_modules_features_modules_4_modules_branch1_modules_0_modules_bn_parameters_bias_ + l_self_modules_features_modules_4_modules_branch1_modules_1_modules_conv_parameters_weight_ = L_self_modules_features_modules_4_modules_branch1_modules_1_modules_conv_parameters_weight_ + l_self_modules_features_modules_4_modules_branch1_modules_1_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_4_modules_branch1_modules_1_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_4_modules_branch1_modules_1_modules_bn_buffers_running_var_ = L_self_modules_features_modules_4_modules_branch1_modules_1_modules_bn_buffers_running_var_ + l_self_modules_features_modules_4_modules_branch1_modules_1_modules_bn_parameters_weight_ = L_self_modules_features_modules_4_modules_branch1_modules_1_modules_bn_parameters_weight_ + l_self_modules_features_modules_4_modules_branch1_modules_1_modules_bn_parameters_bias_ = L_self_modules_features_modules_4_modules_branch1_modules_1_modules_bn_parameters_bias_ + l_self_modules_features_modules_4_modules_branch1_modules_2_modules_conv_parameters_weight_ = L_self_modules_features_modules_4_modules_branch1_modules_2_modules_conv_parameters_weight_ + l_self_modules_features_modules_4_modules_branch1_modules_2_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_4_modules_branch1_modules_2_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_4_modules_branch1_modules_2_modules_bn_buffers_running_var_ = L_self_modules_features_modules_4_modules_branch1_modules_2_modules_bn_buffers_running_var_ + l_self_modules_features_modules_4_modules_branch1_modules_2_modules_bn_parameters_weight_ = L_self_modules_features_modules_4_modules_branch1_modules_2_modules_bn_parameters_weight_ + l_self_modules_features_modules_4_modules_branch1_modules_2_modules_bn_parameters_bias_ = L_self_modules_features_modules_4_modules_branch1_modules_2_modules_bn_parameters_bias_ + l_self_modules_features_modules_4_modules_branch1_modules_3_modules_conv_parameters_weight_ = L_self_modules_features_modules_4_modules_branch1_modules_3_modules_conv_parameters_weight_ + l_self_modules_features_modules_4_modules_branch1_modules_3_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_4_modules_branch1_modules_3_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_4_modules_branch1_modules_3_modules_bn_buffers_running_var_ = L_self_modules_features_modules_4_modules_branch1_modules_3_modules_bn_buffers_running_var_ + l_self_modules_features_modules_4_modules_branch1_modules_3_modules_bn_parameters_weight_ = L_self_modules_features_modules_4_modules_branch1_modules_3_modules_bn_parameters_weight_ + l_self_modules_features_modules_4_modules_branch1_modules_3_modules_bn_parameters_bias_ = L_self_modules_features_modules_4_modules_branch1_modules_3_modules_bn_parameters_bias_ + l_self_modules_features_modules_5_modules_conv_modules_conv_parameters_weight_ = L_self_modules_features_modules_5_modules_conv_modules_conv_parameters_weight_ + l_self_modules_features_modules_5_modules_conv_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_5_modules_conv_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_5_modules_conv_modules_bn_buffers_running_var_ = L_self_modules_features_modules_5_modules_conv_modules_bn_buffers_running_var_ + l_self_modules_features_modules_5_modules_conv_modules_bn_parameters_weight_ = ( + L_self_modules_features_modules_5_modules_conv_modules_bn_parameters_weight_ + ) + l_self_modules_features_modules_5_modules_conv_modules_bn_parameters_bias_ = ( + L_self_modules_features_modules_5_modules_conv_modules_bn_parameters_bias_ + ) + l_self_modules_features_modules_6_modules_branch0_modules_conv_parameters_weight_ = L_self_modules_features_modules_6_modules_branch0_modules_conv_parameters_weight_ + l_self_modules_features_modules_6_modules_branch0_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_6_modules_branch0_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_6_modules_branch0_modules_bn_buffers_running_var_ = L_self_modules_features_modules_6_modules_branch0_modules_bn_buffers_running_var_ + l_self_modules_features_modules_6_modules_branch0_modules_bn_parameters_weight_ = L_self_modules_features_modules_6_modules_branch0_modules_bn_parameters_weight_ + l_self_modules_features_modules_6_modules_branch0_modules_bn_parameters_bias_ = L_self_modules_features_modules_6_modules_branch0_modules_bn_parameters_bias_ + l_self_modules_features_modules_6_modules_branch1_modules_0_modules_conv_parameters_weight_ = L_self_modules_features_modules_6_modules_branch1_modules_0_modules_conv_parameters_weight_ + l_self_modules_features_modules_6_modules_branch1_modules_0_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_6_modules_branch1_modules_0_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_6_modules_branch1_modules_0_modules_bn_buffers_running_var_ = L_self_modules_features_modules_6_modules_branch1_modules_0_modules_bn_buffers_running_var_ + l_self_modules_features_modules_6_modules_branch1_modules_0_modules_bn_parameters_weight_ = L_self_modules_features_modules_6_modules_branch1_modules_0_modules_bn_parameters_weight_ + l_self_modules_features_modules_6_modules_branch1_modules_0_modules_bn_parameters_bias_ = L_self_modules_features_modules_6_modules_branch1_modules_0_modules_bn_parameters_bias_ + l_self_modules_features_modules_6_modules_branch1_modules_1_modules_conv_parameters_weight_ = L_self_modules_features_modules_6_modules_branch1_modules_1_modules_conv_parameters_weight_ + l_self_modules_features_modules_6_modules_branch1_modules_1_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_6_modules_branch1_modules_1_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_6_modules_branch1_modules_1_modules_bn_buffers_running_var_ = L_self_modules_features_modules_6_modules_branch1_modules_1_modules_bn_buffers_running_var_ + l_self_modules_features_modules_6_modules_branch1_modules_1_modules_bn_parameters_weight_ = L_self_modules_features_modules_6_modules_branch1_modules_1_modules_bn_parameters_weight_ + l_self_modules_features_modules_6_modules_branch1_modules_1_modules_bn_parameters_bias_ = L_self_modules_features_modules_6_modules_branch1_modules_1_modules_bn_parameters_bias_ + l_self_modules_features_modules_6_modules_branch2_modules_0_modules_conv_parameters_weight_ = L_self_modules_features_modules_6_modules_branch2_modules_0_modules_conv_parameters_weight_ + l_self_modules_features_modules_6_modules_branch2_modules_0_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_6_modules_branch2_modules_0_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_6_modules_branch2_modules_0_modules_bn_buffers_running_var_ = L_self_modules_features_modules_6_modules_branch2_modules_0_modules_bn_buffers_running_var_ + l_self_modules_features_modules_6_modules_branch2_modules_0_modules_bn_parameters_weight_ = L_self_modules_features_modules_6_modules_branch2_modules_0_modules_bn_parameters_weight_ + l_self_modules_features_modules_6_modules_branch2_modules_0_modules_bn_parameters_bias_ = L_self_modules_features_modules_6_modules_branch2_modules_0_modules_bn_parameters_bias_ + l_self_modules_features_modules_6_modules_branch2_modules_1_modules_conv_parameters_weight_ = L_self_modules_features_modules_6_modules_branch2_modules_1_modules_conv_parameters_weight_ + l_self_modules_features_modules_6_modules_branch2_modules_1_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_6_modules_branch2_modules_1_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_6_modules_branch2_modules_1_modules_bn_buffers_running_var_ = L_self_modules_features_modules_6_modules_branch2_modules_1_modules_bn_buffers_running_var_ + l_self_modules_features_modules_6_modules_branch2_modules_1_modules_bn_parameters_weight_ = L_self_modules_features_modules_6_modules_branch2_modules_1_modules_bn_parameters_weight_ + l_self_modules_features_modules_6_modules_branch2_modules_1_modules_bn_parameters_bias_ = L_self_modules_features_modules_6_modules_branch2_modules_1_modules_bn_parameters_bias_ + l_self_modules_features_modules_6_modules_branch2_modules_2_modules_conv_parameters_weight_ = L_self_modules_features_modules_6_modules_branch2_modules_2_modules_conv_parameters_weight_ + l_self_modules_features_modules_6_modules_branch2_modules_2_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_6_modules_branch2_modules_2_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_6_modules_branch2_modules_2_modules_bn_buffers_running_var_ = L_self_modules_features_modules_6_modules_branch2_modules_2_modules_bn_buffers_running_var_ + l_self_modules_features_modules_6_modules_branch2_modules_2_modules_bn_parameters_weight_ = L_self_modules_features_modules_6_modules_branch2_modules_2_modules_bn_parameters_weight_ + l_self_modules_features_modules_6_modules_branch2_modules_2_modules_bn_parameters_bias_ = L_self_modules_features_modules_6_modules_branch2_modules_2_modules_bn_parameters_bias_ + l_self_modules_features_modules_6_modules_branch3_modules_1_modules_conv_parameters_weight_ = L_self_modules_features_modules_6_modules_branch3_modules_1_modules_conv_parameters_weight_ + l_self_modules_features_modules_6_modules_branch3_modules_1_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_6_modules_branch3_modules_1_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_6_modules_branch3_modules_1_modules_bn_buffers_running_var_ = L_self_modules_features_modules_6_modules_branch3_modules_1_modules_bn_buffers_running_var_ + l_self_modules_features_modules_6_modules_branch3_modules_1_modules_bn_parameters_weight_ = L_self_modules_features_modules_6_modules_branch3_modules_1_modules_bn_parameters_weight_ + l_self_modules_features_modules_6_modules_branch3_modules_1_modules_bn_parameters_bias_ = L_self_modules_features_modules_6_modules_branch3_modules_1_modules_bn_parameters_bias_ + l_self_modules_features_modules_7_modules_branch0_modules_conv_parameters_weight_ = L_self_modules_features_modules_7_modules_branch0_modules_conv_parameters_weight_ + l_self_modules_features_modules_7_modules_branch0_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_7_modules_branch0_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_7_modules_branch0_modules_bn_buffers_running_var_ = L_self_modules_features_modules_7_modules_branch0_modules_bn_buffers_running_var_ + l_self_modules_features_modules_7_modules_branch0_modules_bn_parameters_weight_ = L_self_modules_features_modules_7_modules_branch0_modules_bn_parameters_weight_ + l_self_modules_features_modules_7_modules_branch0_modules_bn_parameters_bias_ = L_self_modules_features_modules_7_modules_branch0_modules_bn_parameters_bias_ + l_self_modules_features_modules_7_modules_branch1_modules_0_modules_conv_parameters_weight_ = L_self_modules_features_modules_7_modules_branch1_modules_0_modules_conv_parameters_weight_ + l_self_modules_features_modules_7_modules_branch1_modules_0_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_7_modules_branch1_modules_0_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_7_modules_branch1_modules_0_modules_bn_buffers_running_var_ = L_self_modules_features_modules_7_modules_branch1_modules_0_modules_bn_buffers_running_var_ + l_self_modules_features_modules_7_modules_branch1_modules_0_modules_bn_parameters_weight_ = L_self_modules_features_modules_7_modules_branch1_modules_0_modules_bn_parameters_weight_ + l_self_modules_features_modules_7_modules_branch1_modules_0_modules_bn_parameters_bias_ = L_self_modules_features_modules_7_modules_branch1_modules_0_modules_bn_parameters_bias_ + l_self_modules_features_modules_7_modules_branch1_modules_1_modules_conv_parameters_weight_ = L_self_modules_features_modules_7_modules_branch1_modules_1_modules_conv_parameters_weight_ + l_self_modules_features_modules_7_modules_branch1_modules_1_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_7_modules_branch1_modules_1_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_7_modules_branch1_modules_1_modules_bn_buffers_running_var_ = L_self_modules_features_modules_7_modules_branch1_modules_1_modules_bn_buffers_running_var_ + l_self_modules_features_modules_7_modules_branch1_modules_1_modules_bn_parameters_weight_ = L_self_modules_features_modules_7_modules_branch1_modules_1_modules_bn_parameters_weight_ + l_self_modules_features_modules_7_modules_branch1_modules_1_modules_bn_parameters_bias_ = L_self_modules_features_modules_7_modules_branch1_modules_1_modules_bn_parameters_bias_ + l_self_modules_features_modules_7_modules_branch2_modules_0_modules_conv_parameters_weight_ = L_self_modules_features_modules_7_modules_branch2_modules_0_modules_conv_parameters_weight_ + l_self_modules_features_modules_7_modules_branch2_modules_0_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_7_modules_branch2_modules_0_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_7_modules_branch2_modules_0_modules_bn_buffers_running_var_ = L_self_modules_features_modules_7_modules_branch2_modules_0_modules_bn_buffers_running_var_ + l_self_modules_features_modules_7_modules_branch2_modules_0_modules_bn_parameters_weight_ = L_self_modules_features_modules_7_modules_branch2_modules_0_modules_bn_parameters_weight_ + l_self_modules_features_modules_7_modules_branch2_modules_0_modules_bn_parameters_bias_ = L_self_modules_features_modules_7_modules_branch2_modules_0_modules_bn_parameters_bias_ + l_self_modules_features_modules_7_modules_branch2_modules_1_modules_conv_parameters_weight_ = L_self_modules_features_modules_7_modules_branch2_modules_1_modules_conv_parameters_weight_ + l_self_modules_features_modules_7_modules_branch2_modules_1_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_7_modules_branch2_modules_1_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_7_modules_branch2_modules_1_modules_bn_buffers_running_var_ = L_self_modules_features_modules_7_modules_branch2_modules_1_modules_bn_buffers_running_var_ + l_self_modules_features_modules_7_modules_branch2_modules_1_modules_bn_parameters_weight_ = L_self_modules_features_modules_7_modules_branch2_modules_1_modules_bn_parameters_weight_ + l_self_modules_features_modules_7_modules_branch2_modules_1_modules_bn_parameters_bias_ = L_self_modules_features_modules_7_modules_branch2_modules_1_modules_bn_parameters_bias_ + l_self_modules_features_modules_7_modules_branch2_modules_2_modules_conv_parameters_weight_ = L_self_modules_features_modules_7_modules_branch2_modules_2_modules_conv_parameters_weight_ + l_self_modules_features_modules_7_modules_branch2_modules_2_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_7_modules_branch2_modules_2_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_7_modules_branch2_modules_2_modules_bn_buffers_running_var_ = L_self_modules_features_modules_7_modules_branch2_modules_2_modules_bn_buffers_running_var_ + l_self_modules_features_modules_7_modules_branch2_modules_2_modules_bn_parameters_weight_ = L_self_modules_features_modules_7_modules_branch2_modules_2_modules_bn_parameters_weight_ + l_self_modules_features_modules_7_modules_branch2_modules_2_modules_bn_parameters_bias_ = L_self_modules_features_modules_7_modules_branch2_modules_2_modules_bn_parameters_bias_ + l_self_modules_features_modules_7_modules_branch3_modules_1_modules_conv_parameters_weight_ = L_self_modules_features_modules_7_modules_branch3_modules_1_modules_conv_parameters_weight_ + l_self_modules_features_modules_7_modules_branch3_modules_1_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_7_modules_branch3_modules_1_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_7_modules_branch3_modules_1_modules_bn_buffers_running_var_ = L_self_modules_features_modules_7_modules_branch3_modules_1_modules_bn_buffers_running_var_ + l_self_modules_features_modules_7_modules_branch3_modules_1_modules_bn_parameters_weight_ = L_self_modules_features_modules_7_modules_branch3_modules_1_modules_bn_parameters_weight_ + l_self_modules_features_modules_7_modules_branch3_modules_1_modules_bn_parameters_bias_ = L_self_modules_features_modules_7_modules_branch3_modules_1_modules_bn_parameters_bias_ + l_self_modules_features_modules_8_modules_branch0_modules_conv_parameters_weight_ = L_self_modules_features_modules_8_modules_branch0_modules_conv_parameters_weight_ + l_self_modules_features_modules_8_modules_branch0_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_8_modules_branch0_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_8_modules_branch0_modules_bn_buffers_running_var_ = L_self_modules_features_modules_8_modules_branch0_modules_bn_buffers_running_var_ + l_self_modules_features_modules_8_modules_branch0_modules_bn_parameters_weight_ = L_self_modules_features_modules_8_modules_branch0_modules_bn_parameters_weight_ + l_self_modules_features_modules_8_modules_branch0_modules_bn_parameters_bias_ = L_self_modules_features_modules_8_modules_branch0_modules_bn_parameters_bias_ + l_self_modules_features_modules_8_modules_branch1_modules_0_modules_conv_parameters_weight_ = L_self_modules_features_modules_8_modules_branch1_modules_0_modules_conv_parameters_weight_ + l_self_modules_features_modules_8_modules_branch1_modules_0_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_8_modules_branch1_modules_0_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_8_modules_branch1_modules_0_modules_bn_buffers_running_var_ = L_self_modules_features_modules_8_modules_branch1_modules_0_modules_bn_buffers_running_var_ + l_self_modules_features_modules_8_modules_branch1_modules_0_modules_bn_parameters_weight_ = L_self_modules_features_modules_8_modules_branch1_modules_0_modules_bn_parameters_weight_ + l_self_modules_features_modules_8_modules_branch1_modules_0_modules_bn_parameters_bias_ = L_self_modules_features_modules_8_modules_branch1_modules_0_modules_bn_parameters_bias_ + l_self_modules_features_modules_8_modules_branch1_modules_1_modules_conv_parameters_weight_ = L_self_modules_features_modules_8_modules_branch1_modules_1_modules_conv_parameters_weight_ + l_self_modules_features_modules_8_modules_branch1_modules_1_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_8_modules_branch1_modules_1_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_8_modules_branch1_modules_1_modules_bn_buffers_running_var_ = L_self_modules_features_modules_8_modules_branch1_modules_1_modules_bn_buffers_running_var_ + l_self_modules_features_modules_8_modules_branch1_modules_1_modules_bn_parameters_weight_ = L_self_modules_features_modules_8_modules_branch1_modules_1_modules_bn_parameters_weight_ + l_self_modules_features_modules_8_modules_branch1_modules_1_modules_bn_parameters_bias_ = L_self_modules_features_modules_8_modules_branch1_modules_1_modules_bn_parameters_bias_ + l_self_modules_features_modules_8_modules_branch2_modules_0_modules_conv_parameters_weight_ = L_self_modules_features_modules_8_modules_branch2_modules_0_modules_conv_parameters_weight_ + l_self_modules_features_modules_8_modules_branch2_modules_0_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_8_modules_branch2_modules_0_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_8_modules_branch2_modules_0_modules_bn_buffers_running_var_ = L_self_modules_features_modules_8_modules_branch2_modules_0_modules_bn_buffers_running_var_ + l_self_modules_features_modules_8_modules_branch2_modules_0_modules_bn_parameters_weight_ = L_self_modules_features_modules_8_modules_branch2_modules_0_modules_bn_parameters_weight_ + l_self_modules_features_modules_8_modules_branch2_modules_0_modules_bn_parameters_bias_ = L_self_modules_features_modules_8_modules_branch2_modules_0_modules_bn_parameters_bias_ + l_self_modules_features_modules_8_modules_branch2_modules_1_modules_conv_parameters_weight_ = L_self_modules_features_modules_8_modules_branch2_modules_1_modules_conv_parameters_weight_ + l_self_modules_features_modules_8_modules_branch2_modules_1_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_8_modules_branch2_modules_1_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_8_modules_branch2_modules_1_modules_bn_buffers_running_var_ = L_self_modules_features_modules_8_modules_branch2_modules_1_modules_bn_buffers_running_var_ + l_self_modules_features_modules_8_modules_branch2_modules_1_modules_bn_parameters_weight_ = L_self_modules_features_modules_8_modules_branch2_modules_1_modules_bn_parameters_weight_ + l_self_modules_features_modules_8_modules_branch2_modules_1_modules_bn_parameters_bias_ = L_self_modules_features_modules_8_modules_branch2_modules_1_modules_bn_parameters_bias_ + l_self_modules_features_modules_8_modules_branch2_modules_2_modules_conv_parameters_weight_ = L_self_modules_features_modules_8_modules_branch2_modules_2_modules_conv_parameters_weight_ + l_self_modules_features_modules_8_modules_branch2_modules_2_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_8_modules_branch2_modules_2_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_8_modules_branch2_modules_2_modules_bn_buffers_running_var_ = L_self_modules_features_modules_8_modules_branch2_modules_2_modules_bn_buffers_running_var_ + l_self_modules_features_modules_8_modules_branch2_modules_2_modules_bn_parameters_weight_ = L_self_modules_features_modules_8_modules_branch2_modules_2_modules_bn_parameters_weight_ + l_self_modules_features_modules_8_modules_branch2_modules_2_modules_bn_parameters_bias_ = L_self_modules_features_modules_8_modules_branch2_modules_2_modules_bn_parameters_bias_ + l_self_modules_features_modules_8_modules_branch3_modules_1_modules_conv_parameters_weight_ = L_self_modules_features_modules_8_modules_branch3_modules_1_modules_conv_parameters_weight_ + l_self_modules_features_modules_8_modules_branch3_modules_1_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_8_modules_branch3_modules_1_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_8_modules_branch3_modules_1_modules_bn_buffers_running_var_ = L_self_modules_features_modules_8_modules_branch3_modules_1_modules_bn_buffers_running_var_ + l_self_modules_features_modules_8_modules_branch3_modules_1_modules_bn_parameters_weight_ = L_self_modules_features_modules_8_modules_branch3_modules_1_modules_bn_parameters_weight_ + l_self_modules_features_modules_8_modules_branch3_modules_1_modules_bn_parameters_bias_ = L_self_modules_features_modules_8_modules_branch3_modules_1_modules_bn_parameters_bias_ + l_self_modules_features_modules_9_modules_branch0_modules_conv_parameters_weight_ = L_self_modules_features_modules_9_modules_branch0_modules_conv_parameters_weight_ + l_self_modules_features_modules_9_modules_branch0_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_9_modules_branch0_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_9_modules_branch0_modules_bn_buffers_running_var_ = L_self_modules_features_modules_9_modules_branch0_modules_bn_buffers_running_var_ + l_self_modules_features_modules_9_modules_branch0_modules_bn_parameters_weight_ = L_self_modules_features_modules_9_modules_branch0_modules_bn_parameters_weight_ + l_self_modules_features_modules_9_modules_branch0_modules_bn_parameters_bias_ = L_self_modules_features_modules_9_modules_branch0_modules_bn_parameters_bias_ + l_self_modules_features_modules_9_modules_branch1_modules_0_modules_conv_parameters_weight_ = L_self_modules_features_modules_9_modules_branch1_modules_0_modules_conv_parameters_weight_ + l_self_modules_features_modules_9_modules_branch1_modules_0_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_9_modules_branch1_modules_0_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_9_modules_branch1_modules_0_modules_bn_buffers_running_var_ = L_self_modules_features_modules_9_modules_branch1_modules_0_modules_bn_buffers_running_var_ + l_self_modules_features_modules_9_modules_branch1_modules_0_modules_bn_parameters_weight_ = L_self_modules_features_modules_9_modules_branch1_modules_0_modules_bn_parameters_weight_ + l_self_modules_features_modules_9_modules_branch1_modules_0_modules_bn_parameters_bias_ = L_self_modules_features_modules_9_modules_branch1_modules_0_modules_bn_parameters_bias_ + l_self_modules_features_modules_9_modules_branch1_modules_1_modules_conv_parameters_weight_ = L_self_modules_features_modules_9_modules_branch1_modules_1_modules_conv_parameters_weight_ + l_self_modules_features_modules_9_modules_branch1_modules_1_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_9_modules_branch1_modules_1_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_9_modules_branch1_modules_1_modules_bn_buffers_running_var_ = L_self_modules_features_modules_9_modules_branch1_modules_1_modules_bn_buffers_running_var_ + l_self_modules_features_modules_9_modules_branch1_modules_1_modules_bn_parameters_weight_ = L_self_modules_features_modules_9_modules_branch1_modules_1_modules_bn_parameters_weight_ + l_self_modules_features_modules_9_modules_branch1_modules_1_modules_bn_parameters_bias_ = L_self_modules_features_modules_9_modules_branch1_modules_1_modules_bn_parameters_bias_ + l_self_modules_features_modules_9_modules_branch2_modules_0_modules_conv_parameters_weight_ = L_self_modules_features_modules_9_modules_branch2_modules_0_modules_conv_parameters_weight_ + l_self_modules_features_modules_9_modules_branch2_modules_0_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_9_modules_branch2_modules_0_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_9_modules_branch2_modules_0_modules_bn_buffers_running_var_ = L_self_modules_features_modules_9_modules_branch2_modules_0_modules_bn_buffers_running_var_ + l_self_modules_features_modules_9_modules_branch2_modules_0_modules_bn_parameters_weight_ = L_self_modules_features_modules_9_modules_branch2_modules_0_modules_bn_parameters_weight_ + l_self_modules_features_modules_9_modules_branch2_modules_0_modules_bn_parameters_bias_ = L_self_modules_features_modules_9_modules_branch2_modules_0_modules_bn_parameters_bias_ + l_self_modules_features_modules_9_modules_branch2_modules_1_modules_conv_parameters_weight_ = L_self_modules_features_modules_9_modules_branch2_modules_1_modules_conv_parameters_weight_ + l_self_modules_features_modules_9_modules_branch2_modules_1_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_9_modules_branch2_modules_1_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_9_modules_branch2_modules_1_modules_bn_buffers_running_var_ = L_self_modules_features_modules_9_modules_branch2_modules_1_modules_bn_buffers_running_var_ + l_self_modules_features_modules_9_modules_branch2_modules_1_modules_bn_parameters_weight_ = L_self_modules_features_modules_9_modules_branch2_modules_1_modules_bn_parameters_weight_ + l_self_modules_features_modules_9_modules_branch2_modules_1_modules_bn_parameters_bias_ = L_self_modules_features_modules_9_modules_branch2_modules_1_modules_bn_parameters_bias_ + l_self_modules_features_modules_9_modules_branch2_modules_2_modules_conv_parameters_weight_ = L_self_modules_features_modules_9_modules_branch2_modules_2_modules_conv_parameters_weight_ + l_self_modules_features_modules_9_modules_branch2_modules_2_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_9_modules_branch2_modules_2_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_9_modules_branch2_modules_2_modules_bn_buffers_running_var_ = L_self_modules_features_modules_9_modules_branch2_modules_2_modules_bn_buffers_running_var_ + l_self_modules_features_modules_9_modules_branch2_modules_2_modules_bn_parameters_weight_ = L_self_modules_features_modules_9_modules_branch2_modules_2_modules_bn_parameters_weight_ + l_self_modules_features_modules_9_modules_branch2_modules_2_modules_bn_parameters_bias_ = L_self_modules_features_modules_9_modules_branch2_modules_2_modules_bn_parameters_bias_ + l_self_modules_features_modules_9_modules_branch3_modules_1_modules_conv_parameters_weight_ = L_self_modules_features_modules_9_modules_branch3_modules_1_modules_conv_parameters_weight_ + l_self_modules_features_modules_9_modules_branch3_modules_1_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_9_modules_branch3_modules_1_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_9_modules_branch3_modules_1_modules_bn_buffers_running_var_ = L_self_modules_features_modules_9_modules_branch3_modules_1_modules_bn_buffers_running_var_ + l_self_modules_features_modules_9_modules_branch3_modules_1_modules_bn_parameters_weight_ = L_self_modules_features_modules_9_modules_branch3_modules_1_modules_bn_parameters_weight_ + l_self_modules_features_modules_9_modules_branch3_modules_1_modules_bn_parameters_bias_ = L_self_modules_features_modules_9_modules_branch3_modules_1_modules_bn_parameters_bias_ + l_self_modules_features_modules_10_modules_branch0_modules_conv_parameters_weight_ = L_self_modules_features_modules_10_modules_branch0_modules_conv_parameters_weight_ + l_self_modules_features_modules_10_modules_branch0_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_10_modules_branch0_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_10_modules_branch0_modules_bn_buffers_running_var_ = L_self_modules_features_modules_10_modules_branch0_modules_bn_buffers_running_var_ + l_self_modules_features_modules_10_modules_branch0_modules_bn_parameters_weight_ = L_self_modules_features_modules_10_modules_branch0_modules_bn_parameters_weight_ + l_self_modules_features_modules_10_modules_branch0_modules_bn_parameters_bias_ = L_self_modules_features_modules_10_modules_branch0_modules_bn_parameters_bias_ + l_self_modules_features_modules_10_modules_branch1_modules_0_modules_conv_parameters_weight_ = L_self_modules_features_modules_10_modules_branch1_modules_0_modules_conv_parameters_weight_ + l_self_modules_features_modules_10_modules_branch1_modules_0_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_10_modules_branch1_modules_0_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_10_modules_branch1_modules_0_modules_bn_buffers_running_var_ = L_self_modules_features_modules_10_modules_branch1_modules_0_modules_bn_buffers_running_var_ + l_self_modules_features_modules_10_modules_branch1_modules_0_modules_bn_parameters_weight_ = L_self_modules_features_modules_10_modules_branch1_modules_0_modules_bn_parameters_weight_ + l_self_modules_features_modules_10_modules_branch1_modules_0_modules_bn_parameters_bias_ = L_self_modules_features_modules_10_modules_branch1_modules_0_modules_bn_parameters_bias_ + l_self_modules_features_modules_10_modules_branch1_modules_1_modules_conv_parameters_weight_ = L_self_modules_features_modules_10_modules_branch1_modules_1_modules_conv_parameters_weight_ + l_self_modules_features_modules_10_modules_branch1_modules_1_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_10_modules_branch1_modules_1_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_10_modules_branch1_modules_1_modules_bn_buffers_running_var_ = L_self_modules_features_modules_10_modules_branch1_modules_1_modules_bn_buffers_running_var_ + l_self_modules_features_modules_10_modules_branch1_modules_1_modules_bn_parameters_weight_ = L_self_modules_features_modules_10_modules_branch1_modules_1_modules_bn_parameters_weight_ + l_self_modules_features_modules_10_modules_branch1_modules_1_modules_bn_parameters_bias_ = L_self_modules_features_modules_10_modules_branch1_modules_1_modules_bn_parameters_bias_ + l_self_modules_features_modules_10_modules_branch1_modules_2_modules_conv_parameters_weight_ = L_self_modules_features_modules_10_modules_branch1_modules_2_modules_conv_parameters_weight_ + l_self_modules_features_modules_10_modules_branch1_modules_2_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_10_modules_branch1_modules_2_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_10_modules_branch1_modules_2_modules_bn_buffers_running_var_ = L_self_modules_features_modules_10_modules_branch1_modules_2_modules_bn_buffers_running_var_ + l_self_modules_features_modules_10_modules_branch1_modules_2_modules_bn_parameters_weight_ = L_self_modules_features_modules_10_modules_branch1_modules_2_modules_bn_parameters_weight_ + l_self_modules_features_modules_10_modules_branch1_modules_2_modules_bn_parameters_bias_ = L_self_modules_features_modules_10_modules_branch1_modules_2_modules_bn_parameters_bias_ + l_self_modules_features_modules_11_modules_branch0_modules_conv_parameters_weight_ = L_self_modules_features_modules_11_modules_branch0_modules_conv_parameters_weight_ + l_self_modules_features_modules_11_modules_branch0_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_11_modules_branch0_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_11_modules_branch0_modules_bn_buffers_running_var_ = L_self_modules_features_modules_11_modules_branch0_modules_bn_buffers_running_var_ + l_self_modules_features_modules_11_modules_branch0_modules_bn_parameters_weight_ = L_self_modules_features_modules_11_modules_branch0_modules_bn_parameters_weight_ + l_self_modules_features_modules_11_modules_branch0_modules_bn_parameters_bias_ = L_self_modules_features_modules_11_modules_branch0_modules_bn_parameters_bias_ + l_self_modules_features_modules_11_modules_branch1_modules_0_modules_conv_parameters_weight_ = L_self_modules_features_modules_11_modules_branch1_modules_0_modules_conv_parameters_weight_ + l_self_modules_features_modules_11_modules_branch1_modules_0_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_11_modules_branch1_modules_0_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_11_modules_branch1_modules_0_modules_bn_buffers_running_var_ = L_self_modules_features_modules_11_modules_branch1_modules_0_modules_bn_buffers_running_var_ + l_self_modules_features_modules_11_modules_branch1_modules_0_modules_bn_parameters_weight_ = L_self_modules_features_modules_11_modules_branch1_modules_0_modules_bn_parameters_weight_ + l_self_modules_features_modules_11_modules_branch1_modules_0_modules_bn_parameters_bias_ = L_self_modules_features_modules_11_modules_branch1_modules_0_modules_bn_parameters_bias_ + l_self_modules_features_modules_11_modules_branch1_modules_1_modules_conv_parameters_weight_ = L_self_modules_features_modules_11_modules_branch1_modules_1_modules_conv_parameters_weight_ + l_self_modules_features_modules_11_modules_branch1_modules_1_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_11_modules_branch1_modules_1_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_11_modules_branch1_modules_1_modules_bn_buffers_running_var_ = L_self_modules_features_modules_11_modules_branch1_modules_1_modules_bn_buffers_running_var_ + l_self_modules_features_modules_11_modules_branch1_modules_1_modules_bn_parameters_weight_ = L_self_modules_features_modules_11_modules_branch1_modules_1_modules_bn_parameters_weight_ + l_self_modules_features_modules_11_modules_branch1_modules_1_modules_bn_parameters_bias_ = L_self_modules_features_modules_11_modules_branch1_modules_1_modules_bn_parameters_bias_ + l_self_modules_features_modules_11_modules_branch1_modules_2_modules_conv_parameters_weight_ = L_self_modules_features_modules_11_modules_branch1_modules_2_modules_conv_parameters_weight_ + l_self_modules_features_modules_11_modules_branch1_modules_2_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_11_modules_branch1_modules_2_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_11_modules_branch1_modules_2_modules_bn_buffers_running_var_ = L_self_modules_features_modules_11_modules_branch1_modules_2_modules_bn_buffers_running_var_ + l_self_modules_features_modules_11_modules_branch1_modules_2_modules_bn_parameters_weight_ = L_self_modules_features_modules_11_modules_branch1_modules_2_modules_bn_parameters_weight_ + l_self_modules_features_modules_11_modules_branch1_modules_2_modules_bn_parameters_bias_ = L_self_modules_features_modules_11_modules_branch1_modules_2_modules_bn_parameters_bias_ + l_self_modules_features_modules_11_modules_branch2_modules_0_modules_conv_parameters_weight_ = L_self_modules_features_modules_11_modules_branch2_modules_0_modules_conv_parameters_weight_ + l_self_modules_features_modules_11_modules_branch2_modules_0_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_11_modules_branch2_modules_0_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_11_modules_branch2_modules_0_modules_bn_buffers_running_var_ = L_self_modules_features_modules_11_modules_branch2_modules_0_modules_bn_buffers_running_var_ + l_self_modules_features_modules_11_modules_branch2_modules_0_modules_bn_parameters_weight_ = L_self_modules_features_modules_11_modules_branch2_modules_0_modules_bn_parameters_weight_ + l_self_modules_features_modules_11_modules_branch2_modules_0_modules_bn_parameters_bias_ = L_self_modules_features_modules_11_modules_branch2_modules_0_modules_bn_parameters_bias_ + l_self_modules_features_modules_11_modules_branch2_modules_1_modules_conv_parameters_weight_ = L_self_modules_features_modules_11_modules_branch2_modules_1_modules_conv_parameters_weight_ + l_self_modules_features_modules_11_modules_branch2_modules_1_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_11_modules_branch2_modules_1_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_11_modules_branch2_modules_1_modules_bn_buffers_running_var_ = L_self_modules_features_modules_11_modules_branch2_modules_1_modules_bn_buffers_running_var_ + l_self_modules_features_modules_11_modules_branch2_modules_1_modules_bn_parameters_weight_ = L_self_modules_features_modules_11_modules_branch2_modules_1_modules_bn_parameters_weight_ + l_self_modules_features_modules_11_modules_branch2_modules_1_modules_bn_parameters_bias_ = L_self_modules_features_modules_11_modules_branch2_modules_1_modules_bn_parameters_bias_ + l_self_modules_features_modules_11_modules_branch2_modules_2_modules_conv_parameters_weight_ = L_self_modules_features_modules_11_modules_branch2_modules_2_modules_conv_parameters_weight_ + l_self_modules_features_modules_11_modules_branch2_modules_2_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_11_modules_branch2_modules_2_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_11_modules_branch2_modules_2_modules_bn_buffers_running_var_ = L_self_modules_features_modules_11_modules_branch2_modules_2_modules_bn_buffers_running_var_ + l_self_modules_features_modules_11_modules_branch2_modules_2_modules_bn_parameters_weight_ = L_self_modules_features_modules_11_modules_branch2_modules_2_modules_bn_parameters_weight_ + l_self_modules_features_modules_11_modules_branch2_modules_2_modules_bn_parameters_bias_ = L_self_modules_features_modules_11_modules_branch2_modules_2_modules_bn_parameters_bias_ + l_self_modules_features_modules_11_modules_branch2_modules_3_modules_conv_parameters_weight_ = L_self_modules_features_modules_11_modules_branch2_modules_3_modules_conv_parameters_weight_ + l_self_modules_features_modules_11_modules_branch2_modules_3_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_11_modules_branch2_modules_3_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_11_modules_branch2_modules_3_modules_bn_buffers_running_var_ = L_self_modules_features_modules_11_modules_branch2_modules_3_modules_bn_buffers_running_var_ + l_self_modules_features_modules_11_modules_branch2_modules_3_modules_bn_parameters_weight_ = L_self_modules_features_modules_11_modules_branch2_modules_3_modules_bn_parameters_weight_ + l_self_modules_features_modules_11_modules_branch2_modules_3_modules_bn_parameters_bias_ = L_self_modules_features_modules_11_modules_branch2_modules_3_modules_bn_parameters_bias_ + l_self_modules_features_modules_11_modules_branch2_modules_4_modules_conv_parameters_weight_ = L_self_modules_features_modules_11_modules_branch2_modules_4_modules_conv_parameters_weight_ + l_self_modules_features_modules_11_modules_branch2_modules_4_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_11_modules_branch2_modules_4_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_11_modules_branch2_modules_4_modules_bn_buffers_running_var_ = L_self_modules_features_modules_11_modules_branch2_modules_4_modules_bn_buffers_running_var_ + l_self_modules_features_modules_11_modules_branch2_modules_4_modules_bn_parameters_weight_ = L_self_modules_features_modules_11_modules_branch2_modules_4_modules_bn_parameters_weight_ + l_self_modules_features_modules_11_modules_branch2_modules_4_modules_bn_parameters_bias_ = L_self_modules_features_modules_11_modules_branch2_modules_4_modules_bn_parameters_bias_ + l_self_modules_features_modules_11_modules_branch3_modules_1_modules_conv_parameters_weight_ = L_self_modules_features_modules_11_modules_branch3_modules_1_modules_conv_parameters_weight_ + l_self_modules_features_modules_11_modules_branch3_modules_1_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_11_modules_branch3_modules_1_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_11_modules_branch3_modules_1_modules_bn_buffers_running_var_ = L_self_modules_features_modules_11_modules_branch3_modules_1_modules_bn_buffers_running_var_ + l_self_modules_features_modules_11_modules_branch3_modules_1_modules_bn_parameters_weight_ = L_self_modules_features_modules_11_modules_branch3_modules_1_modules_bn_parameters_weight_ + l_self_modules_features_modules_11_modules_branch3_modules_1_modules_bn_parameters_bias_ = L_self_modules_features_modules_11_modules_branch3_modules_1_modules_bn_parameters_bias_ + l_self_modules_features_modules_12_modules_branch0_modules_conv_parameters_weight_ = L_self_modules_features_modules_12_modules_branch0_modules_conv_parameters_weight_ + l_self_modules_features_modules_12_modules_branch0_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_12_modules_branch0_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_12_modules_branch0_modules_bn_buffers_running_var_ = L_self_modules_features_modules_12_modules_branch0_modules_bn_buffers_running_var_ + l_self_modules_features_modules_12_modules_branch0_modules_bn_parameters_weight_ = L_self_modules_features_modules_12_modules_branch0_modules_bn_parameters_weight_ + l_self_modules_features_modules_12_modules_branch0_modules_bn_parameters_bias_ = L_self_modules_features_modules_12_modules_branch0_modules_bn_parameters_bias_ + l_self_modules_features_modules_12_modules_branch1_modules_0_modules_conv_parameters_weight_ = L_self_modules_features_modules_12_modules_branch1_modules_0_modules_conv_parameters_weight_ + l_self_modules_features_modules_12_modules_branch1_modules_0_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_12_modules_branch1_modules_0_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_12_modules_branch1_modules_0_modules_bn_buffers_running_var_ = L_self_modules_features_modules_12_modules_branch1_modules_0_modules_bn_buffers_running_var_ + l_self_modules_features_modules_12_modules_branch1_modules_0_modules_bn_parameters_weight_ = L_self_modules_features_modules_12_modules_branch1_modules_0_modules_bn_parameters_weight_ + l_self_modules_features_modules_12_modules_branch1_modules_0_modules_bn_parameters_bias_ = L_self_modules_features_modules_12_modules_branch1_modules_0_modules_bn_parameters_bias_ + l_self_modules_features_modules_12_modules_branch1_modules_1_modules_conv_parameters_weight_ = L_self_modules_features_modules_12_modules_branch1_modules_1_modules_conv_parameters_weight_ + l_self_modules_features_modules_12_modules_branch1_modules_1_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_12_modules_branch1_modules_1_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_12_modules_branch1_modules_1_modules_bn_buffers_running_var_ = L_self_modules_features_modules_12_modules_branch1_modules_1_modules_bn_buffers_running_var_ + l_self_modules_features_modules_12_modules_branch1_modules_1_modules_bn_parameters_weight_ = L_self_modules_features_modules_12_modules_branch1_modules_1_modules_bn_parameters_weight_ + l_self_modules_features_modules_12_modules_branch1_modules_1_modules_bn_parameters_bias_ = L_self_modules_features_modules_12_modules_branch1_modules_1_modules_bn_parameters_bias_ + l_self_modules_features_modules_12_modules_branch1_modules_2_modules_conv_parameters_weight_ = L_self_modules_features_modules_12_modules_branch1_modules_2_modules_conv_parameters_weight_ + l_self_modules_features_modules_12_modules_branch1_modules_2_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_12_modules_branch1_modules_2_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_12_modules_branch1_modules_2_modules_bn_buffers_running_var_ = L_self_modules_features_modules_12_modules_branch1_modules_2_modules_bn_buffers_running_var_ + l_self_modules_features_modules_12_modules_branch1_modules_2_modules_bn_parameters_weight_ = L_self_modules_features_modules_12_modules_branch1_modules_2_modules_bn_parameters_weight_ + l_self_modules_features_modules_12_modules_branch1_modules_2_modules_bn_parameters_bias_ = L_self_modules_features_modules_12_modules_branch1_modules_2_modules_bn_parameters_bias_ + l_self_modules_features_modules_12_modules_branch2_modules_0_modules_conv_parameters_weight_ = L_self_modules_features_modules_12_modules_branch2_modules_0_modules_conv_parameters_weight_ + l_self_modules_features_modules_12_modules_branch2_modules_0_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_12_modules_branch2_modules_0_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_12_modules_branch2_modules_0_modules_bn_buffers_running_var_ = L_self_modules_features_modules_12_modules_branch2_modules_0_modules_bn_buffers_running_var_ + l_self_modules_features_modules_12_modules_branch2_modules_0_modules_bn_parameters_weight_ = L_self_modules_features_modules_12_modules_branch2_modules_0_modules_bn_parameters_weight_ + l_self_modules_features_modules_12_modules_branch2_modules_0_modules_bn_parameters_bias_ = L_self_modules_features_modules_12_modules_branch2_modules_0_modules_bn_parameters_bias_ + l_self_modules_features_modules_12_modules_branch2_modules_1_modules_conv_parameters_weight_ = L_self_modules_features_modules_12_modules_branch2_modules_1_modules_conv_parameters_weight_ + l_self_modules_features_modules_12_modules_branch2_modules_1_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_12_modules_branch2_modules_1_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_12_modules_branch2_modules_1_modules_bn_buffers_running_var_ = L_self_modules_features_modules_12_modules_branch2_modules_1_modules_bn_buffers_running_var_ + l_self_modules_features_modules_12_modules_branch2_modules_1_modules_bn_parameters_weight_ = L_self_modules_features_modules_12_modules_branch2_modules_1_modules_bn_parameters_weight_ + l_self_modules_features_modules_12_modules_branch2_modules_1_modules_bn_parameters_bias_ = L_self_modules_features_modules_12_modules_branch2_modules_1_modules_bn_parameters_bias_ + l_self_modules_features_modules_12_modules_branch2_modules_2_modules_conv_parameters_weight_ = L_self_modules_features_modules_12_modules_branch2_modules_2_modules_conv_parameters_weight_ + l_self_modules_features_modules_12_modules_branch2_modules_2_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_12_modules_branch2_modules_2_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_12_modules_branch2_modules_2_modules_bn_buffers_running_var_ = L_self_modules_features_modules_12_modules_branch2_modules_2_modules_bn_buffers_running_var_ + l_self_modules_features_modules_12_modules_branch2_modules_2_modules_bn_parameters_weight_ = L_self_modules_features_modules_12_modules_branch2_modules_2_modules_bn_parameters_weight_ + l_self_modules_features_modules_12_modules_branch2_modules_2_modules_bn_parameters_bias_ = L_self_modules_features_modules_12_modules_branch2_modules_2_modules_bn_parameters_bias_ + l_self_modules_features_modules_12_modules_branch2_modules_3_modules_conv_parameters_weight_ = L_self_modules_features_modules_12_modules_branch2_modules_3_modules_conv_parameters_weight_ + l_self_modules_features_modules_12_modules_branch2_modules_3_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_12_modules_branch2_modules_3_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_12_modules_branch2_modules_3_modules_bn_buffers_running_var_ = L_self_modules_features_modules_12_modules_branch2_modules_3_modules_bn_buffers_running_var_ + l_self_modules_features_modules_12_modules_branch2_modules_3_modules_bn_parameters_weight_ = L_self_modules_features_modules_12_modules_branch2_modules_3_modules_bn_parameters_weight_ + l_self_modules_features_modules_12_modules_branch2_modules_3_modules_bn_parameters_bias_ = L_self_modules_features_modules_12_modules_branch2_modules_3_modules_bn_parameters_bias_ + l_self_modules_features_modules_12_modules_branch2_modules_4_modules_conv_parameters_weight_ = L_self_modules_features_modules_12_modules_branch2_modules_4_modules_conv_parameters_weight_ + l_self_modules_features_modules_12_modules_branch2_modules_4_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_12_modules_branch2_modules_4_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_12_modules_branch2_modules_4_modules_bn_buffers_running_var_ = L_self_modules_features_modules_12_modules_branch2_modules_4_modules_bn_buffers_running_var_ + l_self_modules_features_modules_12_modules_branch2_modules_4_modules_bn_parameters_weight_ = L_self_modules_features_modules_12_modules_branch2_modules_4_modules_bn_parameters_weight_ + l_self_modules_features_modules_12_modules_branch2_modules_4_modules_bn_parameters_bias_ = L_self_modules_features_modules_12_modules_branch2_modules_4_modules_bn_parameters_bias_ + l_self_modules_features_modules_12_modules_branch3_modules_1_modules_conv_parameters_weight_ = L_self_modules_features_modules_12_modules_branch3_modules_1_modules_conv_parameters_weight_ + l_self_modules_features_modules_12_modules_branch3_modules_1_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_12_modules_branch3_modules_1_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_12_modules_branch3_modules_1_modules_bn_buffers_running_var_ = L_self_modules_features_modules_12_modules_branch3_modules_1_modules_bn_buffers_running_var_ + l_self_modules_features_modules_12_modules_branch3_modules_1_modules_bn_parameters_weight_ = L_self_modules_features_modules_12_modules_branch3_modules_1_modules_bn_parameters_weight_ + l_self_modules_features_modules_12_modules_branch3_modules_1_modules_bn_parameters_bias_ = L_self_modules_features_modules_12_modules_branch3_modules_1_modules_bn_parameters_bias_ + l_self_modules_features_modules_13_modules_branch0_modules_conv_parameters_weight_ = L_self_modules_features_modules_13_modules_branch0_modules_conv_parameters_weight_ + l_self_modules_features_modules_13_modules_branch0_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_13_modules_branch0_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_13_modules_branch0_modules_bn_buffers_running_var_ = L_self_modules_features_modules_13_modules_branch0_modules_bn_buffers_running_var_ + l_self_modules_features_modules_13_modules_branch0_modules_bn_parameters_weight_ = L_self_modules_features_modules_13_modules_branch0_modules_bn_parameters_weight_ + l_self_modules_features_modules_13_modules_branch0_modules_bn_parameters_bias_ = L_self_modules_features_modules_13_modules_branch0_modules_bn_parameters_bias_ + l_self_modules_features_modules_13_modules_branch1_modules_0_modules_conv_parameters_weight_ = L_self_modules_features_modules_13_modules_branch1_modules_0_modules_conv_parameters_weight_ + l_self_modules_features_modules_13_modules_branch1_modules_0_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_13_modules_branch1_modules_0_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_13_modules_branch1_modules_0_modules_bn_buffers_running_var_ = L_self_modules_features_modules_13_modules_branch1_modules_0_modules_bn_buffers_running_var_ + l_self_modules_features_modules_13_modules_branch1_modules_0_modules_bn_parameters_weight_ = L_self_modules_features_modules_13_modules_branch1_modules_0_modules_bn_parameters_weight_ + l_self_modules_features_modules_13_modules_branch1_modules_0_modules_bn_parameters_bias_ = L_self_modules_features_modules_13_modules_branch1_modules_0_modules_bn_parameters_bias_ + l_self_modules_features_modules_13_modules_branch1_modules_1_modules_conv_parameters_weight_ = L_self_modules_features_modules_13_modules_branch1_modules_1_modules_conv_parameters_weight_ + l_self_modules_features_modules_13_modules_branch1_modules_1_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_13_modules_branch1_modules_1_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_13_modules_branch1_modules_1_modules_bn_buffers_running_var_ = L_self_modules_features_modules_13_modules_branch1_modules_1_modules_bn_buffers_running_var_ + l_self_modules_features_modules_13_modules_branch1_modules_1_modules_bn_parameters_weight_ = L_self_modules_features_modules_13_modules_branch1_modules_1_modules_bn_parameters_weight_ + l_self_modules_features_modules_13_modules_branch1_modules_1_modules_bn_parameters_bias_ = L_self_modules_features_modules_13_modules_branch1_modules_1_modules_bn_parameters_bias_ + l_self_modules_features_modules_13_modules_branch1_modules_2_modules_conv_parameters_weight_ = L_self_modules_features_modules_13_modules_branch1_modules_2_modules_conv_parameters_weight_ + l_self_modules_features_modules_13_modules_branch1_modules_2_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_13_modules_branch1_modules_2_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_13_modules_branch1_modules_2_modules_bn_buffers_running_var_ = L_self_modules_features_modules_13_modules_branch1_modules_2_modules_bn_buffers_running_var_ + l_self_modules_features_modules_13_modules_branch1_modules_2_modules_bn_parameters_weight_ = L_self_modules_features_modules_13_modules_branch1_modules_2_modules_bn_parameters_weight_ + l_self_modules_features_modules_13_modules_branch1_modules_2_modules_bn_parameters_bias_ = L_self_modules_features_modules_13_modules_branch1_modules_2_modules_bn_parameters_bias_ + l_self_modules_features_modules_13_modules_branch2_modules_0_modules_conv_parameters_weight_ = L_self_modules_features_modules_13_modules_branch2_modules_0_modules_conv_parameters_weight_ + l_self_modules_features_modules_13_modules_branch2_modules_0_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_13_modules_branch2_modules_0_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_13_modules_branch2_modules_0_modules_bn_buffers_running_var_ = L_self_modules_features_modules_13_modules_branch2_modules_0_modules_bn_buffers_running_var_ + l_self_modules_features_modules_13_modules_branch2_modules_0_modules_bn_parameters_weight_ = L_self_modules_features_modules_13_modules_branch2_modules_0_modules_bn_parameters_weight_ + l_self_modules_features_modules_13_modules_branch2_modules_0_modules_bn_parameters_bias_ = L_self_modules_features_modules_13_modules_branch2_modules_0_modules_bn_parameters_bias_ + l_self_modules_features_modules_13_modules_branch2_modules_1_modules_conv_parameters_weight_ = L_self_modules_features_modules_13_modules_branch2_modules_1_modules_conv_parameters_weight_ + l_self_modules_features_modules_13_modules_branch2_modules_1_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_13_modules_branch2_modules_1_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_13_modules_branch2_modules_1_modules_bn_buffers_running_var_ = L_self_modules_features_modules_13_modules_branch2_modules_1_modules_bn_buffers_running_var_ + l_self_modules_features_modules_13_modules_branch2_modules_1_modules_bn_parameters_weight_ = L_self_modules_features_modules_13_modules_branch2_modules_1_modules_bn_parameters_weight_ + l_self_modules_features_modules_13_modules_branch2_modules_1_modules_bn_parameters_bias_ = L_self_modules_features_modules_13_modules_branch2_modules_1_modules_bn_parameters_bias_ + l_self_modules_features_modules_13_modules_branch2_modules_2_modules_conv_parameters_weight_ = L_self_modules_features_modules_13_modules_branch2_modules_2_modules_conv_parameters_weight_ + l_self_modules_features_modules_13_modules_branch2_modules_2_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_13_modules_branch2_modules_2_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_13_modules_branch2_modules_2_modules_bn_buffers_running_var_ = L_self_modules_features_modules_13_modules_branch2_modules_2_modules_bn_buffers_running_var_ + l_self_modules_features_modules_13_modules_branch2_modules_2_modules_bn_parameters_weight_ = L_self_modules_features_modules_13_modules_branch2_modules_2_modules_bn_parameters_weight_ + l_self_modules_features_modules_13_modules_branch2_modules_2_modules_bn_parameters_bias_ = L_self_modules_features_modules_13_modules_branch2_modules_2_modules_bn_parameters_bias_ + l_self_modules_features_modules_13_modules_branch2_modules_3_modules_conv_parameters_weight_ = L_self_modules_features_modules_13_modules_branch2_modules_3_modules_conv_parameters_weight_ + l_self_modules_features_modules_13_modules_branch2_modules_3_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_13_modules_branch2_modules_3_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_13_modules_branch2_modules_3_modules_bn_buffers_running_var_ = L_self_modules_features_modules_13_modules_branch2_modules_3_modules_bn_buffers_running_var_ + l_self_modules_features_modules_13_modules_branch2_modules_3_modules_bn_parameters_weight_ = L_self_modules_features_modules_13_modules_branch2_modules_3_modules_bn_parameters_weight_ + l_self_modules_features_modules_13_modules_branch2_modules_3_modules_bn_parameters_bias_ = L_self_modules_features_modules_13_modules_branch2_modules_3_modules_bn_parameters_bias_ + l_self_modules_features_modules_13_modules_branch2_modules_4_modules_conv_parameters_weight_ = L_self_modules_features_modules_13_modules_branch2_modules_4_modules_conv_parameters_weight_ + l_self_modules_features_modules_13_modules_branch2_modules_4_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_13_modules_branch2_modules_4_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_13_modules_branch2_modules_4_modules_bn_buffers_running_var_ = L_self_modules_features_modules_13_modules_branch2_modules_4_modules_bn_buffers_running_var_ + l_self_modules_features_modules_13_modules_branch2_modules_4_modules_bn_parameters_weight_ = L_self_modules_features_modules_13_modules_branch2_modules_4_modules_bn_parameters_weight_ + l_self_modules_features_modules_13_modules_branch2_modules_4_modules_bn_parameters_bias_ = L_self_modules_features_modules_13_modules_branch2_modules_4_modules_bn_parameters_bias_ + l_self_modules_features_modules_13_modules_branch3_modules_1_modules_conv_parameters_weight_ = L_self_modules_features_modules_13_modules_branch3_modules_1_modules_conv_parameters_weight_ + l_self_modules_features_modules_13_modules_branch3_modules_1_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_13_modules_branch3_modules_1_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_13_modules_branch3_modules_1_modules_bn_buffers_running_var_ = L_self_modules_features_modules_13_modules_branch3_modules_1_modules_bn_buffers_running_var_ + l_self_modules_features_modules_13_modules_branch3_modules_1_modules_bn_parameters_weight_ = L_self_modules_features_modules_13_modules_branch3_modules_1_modules_bn_parameters_weight_ + l_self_modules_features_modules_13_modules_branch3_modules_1_modules_bn_parameters_bias_ = L_self_modules_features_modules_13_modules_branch3_modules_1_modules_bn_parameters_bias_ + l_self_modules_features_modules_14_modules_branch0_modules_conv_parameters_weight_ = L_self_modules_features_modules_14_modules_branch0_modules_conv_parameters_weight_ + l_self_modules_features_modules_14_modules_branch0_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_14_modules_branch0_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_14_modules_branch0_modules_bn_buffers_running_var_ = L_self_modules_features_modules_14_modules_branch0_modules_bn_buffers_running_var_ + l_self_modules_features_modules_14_modules_branch0_modules_bn_parameters_weight_ = L_self_modules_features_modules_14_modules_branch0_modules_bn_parameters_weight_ + l_self_modules_features_modules_14_modules_branch0_modules_bn_parameters_bias_ = L_self_modules_features_modules_14_modules_branch0_modules_bn_parameters_bias_ + l_self_modules_features_modules_14_modules_branch1_modules_0_modules_conv_parameters_weight_ = L_self_modules_features_modules_14_modules_branch1_modules_0_modules_conv_parameters_weight_ + l_self_modules_features_modules_14_modules_branch1_modules_0_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_14_modules_branch1_modules_0_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_14_modules_branch1_modules_0_modules_bn_buffers_running_var_ = L_self_modules_features_modules_14_modules_branch1_modules_0_modules_bn_buffers_running_var_ + l_self_modules_features_modules_14_modules_branch1_modules_0_modules_bn_parameters_weight_ = L_self_modules_features_modules_14_modules_branch1_modules_0_modules_bn_parameters_weight_ + l_self_modules_features_modules_14_modules_branch1_modules_0_modules_bn_parameters_bias_ = L_self_modules_features_modules_14_modules_branch1_modules_0_modules_bn_parameters_bias_ + l_self_modules_features_modules_14_modules_branch1_modules_1_modules_conv_parameters_weight_ = L_self_modules_features_modules_14_modules_branch1_modules_1_modules_conv_parameters_weight_ + l_self_modules_features_modules_14_modules_branch1_modules_1_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_14_modules_branch1_modules_1_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_14_modules_branch1_modules_1_modules_bn_buffers_running_var_ = L_self_modules_features_modules_14_modules_branch1_modules_1_modules_bn_buffers_running_var_ + l_self_modules_features_modules_14_modules_branch1_modules_1_modules_bn_parameters_weight_ = L_self_modules_features_modules_14_modules_branch1_modules_1_modules_bn_parameters_weight_ + l_self_modules_features_modules_14_modules_branch1_modules_1_modules_bn_parameters_bias_ = L_self_modules_features_modules_14_modules_branch1_modules_1_modules_bn_parameters_bias_ + l_self_modules_features_modules_14_modules_branch1_modules_2_modules_conv_parameters_weight_ = L_self_modules_features_modules_14_modules_branch1_modules_2_modules_conv_parameters_weight_ + l_self_modules_features_modules_14_modules_branch1_modules_2_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_14_modules_branch1_modules_2_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_14_modules_branch1_modules_2_modules_bn_buffers_running_var_ = L_self_modules_features_modules_14_modules_branch1_modules_2_modules_bn_buffers_running_var_ + l_self_modules_features_modules_14_modules_branch1_modules_2_modules_bn_parameters_weight_ = L_self_modules_features_modules_14_modules_branch1_modules_2_modules_bn_parameters_weight_ + l_self_modules_features_modules_14_modules_branch1_modules_2_modules_bn_parameters_bias_ = L_self_modules_features_modules_14_modules_branch1_modules_2_modules_bn_parameters_bias_ + l_self_modules_features_modules_14_modules_branch2_modules_0_modules_conv_parameters_weight_ = L_self_modules_features_modules_14_modules_branch2_modules_0_modules_conv_parameters_weight_ + l_self_modules_features_modules_14_modules_branch2_modules_0_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_14_modules_branch2_modules_0_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_14_modules_branch2_modules_0_modules_bn_buffers_running_var_ = L_self_modules_features_modules_14_modules_branch2_modules_0_modules_bn_buffers_running_var_ + l_self_modules_features_modules_14_modules_branch2_modules_0_modules_bn_parameters_weight_ = L_self_modules_features_modules_14_modules_branch2_modules_0_modules_bn_parameters_weight_ + l_self_modules_features_modules_14_modules_branch2_modules_0_modules_bn_parameters_bias_ = L_self_modules_features_modules_14_modules_branch2_modules_0_modules_bn_parameters_bias_ + l_self_modules_features_modules_14_modules_branch2_modules_1_modules_conv_parameters_weight_ = L_self_modules_features_modules_14_modules_branch2_modules_1_modules_conv_parameters_weight_ + l_self_modules_features_modules_14_modules_branch2_modules_1_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_14_modules_branch2_modules_1_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_14_modules_branch2_modules_1_modules_bn_buffers_running_var_ = L_self_modules_features_modules_14_modules_branch2_modules_1_modules_bn_buffers_running_var_ + l_self_modules_features_modules_14_modules_branch2_modules_1_modules_bn_parameters_weight_ = L_self_modules_features_modules_14_modules_branch2_modules_1_modules_bn_parameters_weight_ + l_self_modules_features_modules_14_modules_branch2_modules_1_modules_bn_parameters_bias_ = L_self_modules_features_modules_14_modules_branch2_modules_1_modules_bn_parameters_bias_ + l_self_modules_features_modules_14_modules_branch2_modules_2_modules_conv_parameters_weight_ = L_self_modules_features_modules_14_modules_branch2_modules_2_modules_conv_parameters_weight_ + l_self_modules_features_modules_14_modules_branch2_modules_2_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_14_modules_branch2_modules_2_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_14_modules_branch2_modules_2_modules_bn_buffers_running_var_ = L_self_modules_features_modules_14_modules_branch2_modules_2_modules_bn_buffers_running_var_ + l_self_modules_features_modules_14_modules_branch2_modules_2_modules_bn_parameters_weight_ = L_self_modules_features_modules_14_modules_branch2_modules_2_modules_bn_parameters_weight_ + l_self_modules_features_modules_14_modules_branch2_modules_2_modules_bn_parameters_bias_ = L_self_modules_features_modules_14_modules_branch2_modules_2_modules_bn_parameters_bias_ + l_self_modules_features_modules_14_modules_branch2_modules_3_modules_conv_parameters_weight_ = L_self_modules_features_modules_14_modules_branch2_modules_3_modules_conv_parameters_weight_ + l_self_modules_features_modules_14_modules_branch2_modules_3_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_14_modules_branch2_modules_3_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_14_modules_branch2_modules_3_modules_bn_buffers_running_var_ = L_self_modules_features_modules_14_modules_branch2_modules_3_modules_bn_buffers_running_var_ + l_self_modules_features_modules_14_modules_branch2_modules_3_modules_bn_parameters_weight_ = L_self_modules_features_modules_14_modules_branch2_modules_3_modules_bn_parameters_weight_ + l_self_modules_features_modules_14_modules_branch2_modules_3_modules_bn_parameters_bias_ = L_self_modules_features_modules_14_modules_branch2_modules_3_modules_bn_parameters_bias_ + l_self_modules_features_modules_14_modules_branch2_modules_4_modules_conv_parameters_weight_ = L_self_modules_features_modules_14_modules_branch2_modules_4_modules_conv_parameters_weight_ + l_self_modules_features_modules_14_modules_branch2_modules_4_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_14_modules_branch2_modules_4_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_14_modules_branch2_modules_4_modules_bn_buffers_running_var_ = L_self_modules_features_modules_14_modules_branch2_modules_4_modules_bn_buffers_running_var_ + l_self_modules_features_modules_14_modules_branch2_modules_4_modules_bn_parameters_weight_ = L_self_modules_features_modules_14_modules_branch2_modules_4_modules_bn_parameters_weight_ + l_self_modules_features_modules_14_modules_branch2_modules_4_modules_bn_parameters_bias_ = L_self_modules_features_modules_14_modules_branch2_modules_4_modules_bn_parameters_bias_ + l_self_modules_features_modules_14_modules_branch3_modules_1_modules_conv_parameters_weight_ = L_self_modules_features_modules_14_modules_branch3_modules_1_modules_conv_parameters_weight_ + l_self_modules_features_modules_14_modules_branch3_modules_1_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_14_modules_branch3_modules_1_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_14_modules_branch3_modules_1_modules_bn_buffers_running_var_ = L_self_modules_features_modules_14_modules_branch3_modules_1_modules_bn_buffers_running_var_ + l_self_modules_features_modules_14_modules_branch3_modules_1_modules_bn_parameters_weight_ = L_self_modules_features_modules_14_modules_branch3_modules_1_modules_bn_parameters_weight_ + l_self_modules_features_modules_14_modules_branch3_modules_1_modules_bn_parameters_bias_ = L_self_modules_features_modules_14_modules_branch3_modules_1_modules_bn_parameters_bias_ + l_self_modules_features_modules_15_modules_branch0_modules_conv_parameters_weight_ = L_self_modules_features_modules_15_modules_branch0_modules_conv_parameters_weight_ + l_self_modules_features_modules_15_modules_branch0_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_15_modules_branch0_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_15_modules_branch0_modules_bn_buffers_running_var_ = L_self_modules_features_modules_15_modules_branch0_modules_bn_buffers_running_var_ + l_self_modules_features_modules_15_modules_branch0_modules_bn_parameters_weight_ = L_self_modules_features_modules_15_modules_branch0_modules_bn_parameters_weight_ + l_self_modules_features_modules_15_modules_branch0_modules_bn_parameters_bias_ = L_self_modules_features_modules_15_modules_branch0_modules_bn_parameters_bias_ + l_self_modules_features_modules_15_modules_branch1_modules_0_modules_conv_parameters_weight_ = L_self_modules_features_modules_15_modules_branch1_modules_0_modules_conv_parameters_weight_ + l_self_modules_features_modules_15_modules_branch1_modules_0_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_15_modules_branch1_modules_0_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_15_modules_branch1_modules_0_modules_bn_buffers_running_var_ = L_self_modules_features_modules_15_modules_branch1_modules_0_modules_bn_buffers_running_var_ + l_self_modules_features_modules_15_modules_branch1_modules_0_modules_bn_parameters_weight_ = L_self_modules_features_modules_15_modules_branch1_modules_0_modules_bn_parameters_weight_ + l_self_modules_features_modules_15_modules_branch1_modules_0_modules_bn_parameters_bias_ = L_self_modules_features_modules_15_modules_branch1_modules_0_modules_bn_parameters_bias_ + l_self_modules_features_modules_15_modules_branch1_modules_1_modules_conv_parameters_weight_ = L_self_modules_features_modules_15_modules_branch1_modules_1_modules_conv_parameters_weight_ + l_self_modules_features_modules_15_modules_branch1_modules_1_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_15_modules_branch1_modules_1_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_15_modules_branch1_modules_1_modules_bn_buffers_running_var_ = L_self_modules_features_modules_15_modules_branch1_modules_1_modules_bn_buffers_running_var_ + l_self_modules_features_modules_15_modules_branch1_modules_1_modules_bn_parameters_weight_ = L_self_modules_features_modules_15_modules_branch1_modules_1_modules_bn_parameters_weight_ + l_self_modules_features_modules_15_modules_branch1_modules_1_modules_bn_parameters_bias_ = L_self_modules_features_modules_15_modules_branch1_modules_1_modules_bn_parameters_bias_ + l_self_modules_features_modules_15_modules_branch1_modules_2_modules_conv_parameters_weight_ = L_self_modules_features_modules_15_modules_branch1_modules_2_modules_conv_parameters_weight_ + l_self_modules_features_modules_15_modules_branch1_modules_2_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_15_modules_branch1_modules_2_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_15_modules_branch1_modules_2_modules_bn_buffers_running_var_ = L_self_modules_features_modules_15_modules_branch1_modules_2_modules_bn_buffers_running_var_ + l_self_modules_features_modules_15_modules_branch1_modules_2_modules_bn_parameters_weight_ = L_self_modules_features_modules_15_modules_branch1_modules_2_modules_bn_parameters_weight_ + l_self_modules_features_modules_15_modules_branch1_modules_2_modules_bn_parameters_bias_ = L_self_modules_features_modules_15_modules_branch1_modules_2_modules_bn_parameters_bias_ + l_self_modules_features_modules_15_modules_branch2_modules_0_modules_conv_parameters_weight_ = L_self_modules_features_modules_15_modules_branch2_modules_0_modules_conv_parameters_weight_ + l_self_modules_features_modules_15_modules_branch2_modules_0_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_15_modules_branch2_modules_0_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_15_modules_branch2_modules_0_modules_bn_buffers_running_var_ = L_self_modules_features_modules_15_modules_branch2_modules_0_modules_bn_buffers_running_var_ + l_self_modules_features_modules_15_modules_branch2_modules_0_modules_bn_parameters_weight_ = L_self_modules_features_modules_15_modules_branch2_modules_0_modules_bn_parameters_weight_ + l_self_modules_features_modules_15_modules_branch2_modules_0_modules_bn_parameters_bias_ = L_self_modules_features_modules_15_modules_branch2_modules_0_modules_bn_parameters_bias_ + l_self_modules_features_modules_15_modules_branch2_modules_1_modules_conv_parameters_weight_ = L_self_modules_features_modules_15_modules_branch2_modules_1_modules_conv_parameters_weight_ + l_self_modules_features_modules_15_modules_branch2_modules_1_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_15_modules_branch2_modules_1_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_15_modules_branch2_modules_1_modules_bn_buffers_running_var_ = L_self_modules_features_modules_15_modules_branch2_modules_1_modules_bn_buffers_running_var_ + l_self_modules_features_modules_15_modules_branch2_modules_1_modules_bn_parameters_weight_ = L_self_modules_features_modules_15_modules_branch2_modules_1_modules_bn_parameters_weight_ + l_self_modules_features_modules_15_modules_branch2_modules_1_modules_bn_parameters_bias_ = L_self_modules_features_modules_15_modules_branch2_modules_1_modules_bn_parameters_bias_ + l_self_modules_features_modules_15_modules_branch2_modules_2_modules_conv_parameters_weight_ = L_self_modules_features_modules_15_modules_branch2_modules_2_modules_conv_parameters_weight_ + l_self_modules_features_modules_15_modules_branch2_modules_2_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_15_modules_branch2_modules_2_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_15_modules_branch2_modules_2_modules_bn_buffers_running_var_ = L_self_modules_features_modules_15_modules_branch2_modules_2_modules_bn_buffers_running_var_ + l_self_modules_features_modules_15_modules_branch2_modules_2_modules_bn_parameters_weight_ = L_self_modules_features_modules_15_modules_branch2_modules_2_modules_bn_parameters_weight_ + l_self_modules_features_modules_15_modules_branch2_modules_2_modules_bn_parameters_bias_ = L_self_modules_features_modules_15_modules_branch2_modules_2_modules_bn_parameters_bias_ + l_self_modules_features_modules_15_modules_branch2_modules_3_modules_conv_parameters_weight_ = L_self_modules_features_modules_15_modules_branch2_modules_3_modules_conv_parameters_weight_ + l_self_modules_features_modules_15_modules_branch2_modules_3_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_15_modules_branch2_modules_3_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_15_modules_branch2_modules_3_modules_bn_buffers_running_var_ = L_self_modules_features_modules_15_modules_branch2_modules_3_modules_bn_buffers_running_var_ + l_self_modules_features_modules_15_modules_branch2_modules_3_modules_bn_parameters_weight_ = L_self_modules_features_modules_15_modules_branch2_modules_3_modules_bn_parameters_weight_ + l_self_modules_features_modules_15_modules_branch2_modules_3_modules_bn_parameters_bias_ = L_self_modules_features_modules_15_modules_branch2_modules_3_modules_bn_parameters_bias_ + l_self_modules_features_modules_15_modules_branch2_modules_4_modules_conv_parameters_weight_ = L_self_modules_features_modules_15_modules_branch2_modules_4_modules_conv_parameters_weight_ + l_self_modules_features_modules_15_modules_branch2_modules_4_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_15_modules_branch2_modules_4_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_15_modules_branch2_modules_4_modules_bn_buffers_running_var_ = L_self_modules_features_modules_15_modules_branch2_modules_4_modules_bn_buffers_running_var_ + l_self_modules_features_modules_15_modules_branch2_modules_4_modules_bn_parameters_weight_ = L_self_modules_features_modules_15_modules_branch2_modules_4_modules_bn_parameters_weight_ + l_self_modules_features_modules_15_modules_branch2_modules_4_modules_bn_parameters_bias_ = L_self_modules_features_modules_15_modules_branch2_modules_4_modules_bn_parameters_bias_ + l_self_modules_features_modules_15_modules_branch3_modules_1_modules_conv_parameters_weight_ = L_self_modules_features_modules_15_modules_branch3_modules_1_modules_conv_parameters_weight_ + l_self_modules_features_modules_15_modules_branch3_modules_1_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_15_modules_branch3_modules_1_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_15_modules_branch3_modules_1_modules_bn_buffers_running_var_ = L_self_modules_features_modules_15_modules_branch3_modules_1_modules_bn_buffers_running_var_ + l_self_modules_features_modules_15_modules_branch3_modules_1_modules_bn_parameters_weight_ = L_self_modules_features_modules_15_modules_branch3_modules_1_modules_bn_parameters_weight_ + l_self_modules_features_modules_15_modules_branch3_modules_1_modules_bn_parameters_bias_ = L_self_modules_features_modules_15_modules_branch3_modules_1_modules_bn_parameters_bias_ + l_self_modules_features_modules_16_modules_branch0_modules_conv_parameters_weight_ = L_self_modules_features_modules_16_modules_branch0_modules_conv_parameters_weight_ + l_self_modules_features_modules_16_modules_branch0_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_16_modules_branch0_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_16_modules_branch0_modules_bn_buffers_running_var_ = L_self_modules_features_modules_16_modules_branch0_modules_bn_buffers_running_var_ + l_self_modules_features_modules_16_modules_branch0_modules_bn_parameters_weight_ = L_self_modules_features_modules_16_modules_branch0_modules_bn_parameters_weight_ + l_self_modules_features_modules_16_modules_branch0_modules_bn_parameters_bias_ = L_self_modules_features_modules_16_modules_branch0_modules_bn_parameters_bias_ + l_self_modules_features_modules_16_modules_branch1_modules_0_modules_conv_parameters_weight_ = L_self_modules_features_modules_16_modules_branch1_modules_0_modules_conv_parameters_weight_ + l_self_modules_features_modules_16_modules_branch1_modules_0_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_16_modules_branch1_modules_0_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_16_modules_branch1_modules_0_modules_bn_buffers_running_var_ = L_self_modules_features_modules_16_modules_branch1_modules_0_modules_bn_buffers_running_var_ + l_self_modules_features_modules_16_modules_branch1_modules_0_modules_bn_parameters_weight_ = L_self_modules_features_modules_16_modules_branch1_modules_0_modules_bn_parameters_weight_ + l_self_modules_features_modules_16_modules_branch1_modules_0_modules_bn_parameters_bias_ = L_self_modules_features_modules_16_modules_branch1_modules_0_modules_bn_parameters_bias_ + l_self_modules_features_modules_16_modules_branch1_modules_1_modules_conv_parameters_weight_ = L_self_modules_features_modules_16_modules_branch1_modules_1_modules_conv_parameters_weight_ + l_self_modules_features_modules_16_modules_branch1_modules_1_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_16_modules_branch1_modules_1_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_16_modules_branch1_modules_1_modules_bn_buffers_running_var_ = L_self_modules_features_modules_16_modules_branch1_modules_1_modules_bn_buffers_running_var_ + l_self_modules_features_modules_16_modules_branch1_modules_1_modules_bn_parameters_weight_ = L_self_modules_features_modules_16_modules_branch1_modules_1_modules_bn_parameters_weight_ + l_self_modules_features_modules_16_modules_branch1_modules_1_modules_bn_parameters_bias_ = L_self_modules_features_modules_16_modules_branch1_modules_1_modules_bn_parameters_bias_ + l_self_modules_features_modules_16_modules_branch1_modules_2_modules_conv_parameters_weight_ = L_self_modules_features_modules_16_modules_branch1_modules_2_modules_conv_parameters_weight_ + l_self_modules_features_modules_16_modules_branch1_modules_2_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_16_modules_branch1_modules_2_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_16_modules_branch1_modules_2_modules_bn_buffers_running_var_ = L_self_modules_features_modules_16_modules_branch1_modules_2_modules_bn_buffers_running_var_ + l_self_modules_features_modules_16_modules_branch1_modules_2_modules_bn_parameters_weight_ = L_self_modules_features_modules_16_modules_branch1_modules_2_modules_bn_parameters_weight_ + l_self_modules_features_modules_16_modules_branch1_modules_2_modules_bn_parameters_bias_ = L_self_modules_features_modules_16_modules_branch1_modules_2_modules_bn_parameters_bias_ + l_self_modules_features_modules_16_modules_branch2_modules_0_modules_conv_parameters_weight_ = L_self_modules_features_modules_16_modules_branch2_modules_0_modules_conv_parameters_weight_ + l_self_modules_features_modules_16_modules_branch2_modules_0_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_16_modules_branch2_modules_0_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_16_modules_branch2_modules_0_modules_bn_buffers_running_var_ = L_self_modules_features_modules_16_modules_branch2_modules_0_modules_bn_buffers_running_var_ + l_self_modules_features_modules_16_modules_branch2_modules_0_modules_bn_parameters_weight_ = L_self_modules_features_modules_16_modules_branch2_modules_0_modules_bn_parameters_weight_ + l_self_modules_features_modules_16_modules_branch2_modules_0_modules_bn_parameters_bias_ = L_self_modules_features_modules_16_modules_branch2_modules_0_modules_bn_parameters_bias_ + l_self_modules_features_modules_16_modules_branch2_modules_1_modules_conv_parameters_weight_ = L_self_modules_features_modules_16_modules_branch2_modules_1_modules_conv_parameters_weight_ + l_self_modules_features_modules_16_modules_branch2_modules_1_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_16_modules_branch2_modules_1_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_16_modules_branch2_modules_1_modules_bn_buffers_running_var_ = L_self_modules_features_modules_16_modules_branch2_modules_1_modules_bn_buffers_running_var_ + l_self_modules_features_modules_16_modules_branch2_modules_1_modules_bn_parameters_weight_ = L_self_modules_features_modules_16_modules_branch2_modules_1_modules_bn_parameters_weight_ + l_self_modules_features_modules_16_modules_branch2_modules_1_modules_bn_parameters_bias_ = L_self_modules_features_modules_16_modules_branch2_modules_1_modules_bn_parameters_bias_ + l_self_modules_features_modules_16_modules_branch2_modules_2_modules_conv_parameters_weight_ = L_self_modules_features_modules_16_modules_branch2_modules_2_modules_conv_parameters_weight_ + l_self_modules_features_modules_16_modules_branch2_modules_2_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_16_modules_branch2_modules_2_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_16_modules_branch2_modules_2_modules_bn_buffers_running_var_ = L_self_modules_features_modules_16_modules_branch2_modules_2_modules_bn_buffers_running_var_ + l_self_modules_features_modules_16_modules_branch2_modules_2_modules_bn_parameters_weight_ = L_self_modules_features_modules_16_modules_branch2_modules_2_modules_bn_parameters_weight_ + l_self_modules_features_modules_16_modules_branch2_modules_2_modules_bn_parameters_bias_ = L_self_modules_features_modules_16_modules_branch2_modules_2_modules_bn_parameters_bias_ + l_self_modules_features_modules_16_modules_branch2_modules_3_modules_conv_parameters_weight_ = L_self_modules_features_modules_16_modules_branch2_modules_3_modules_conv_parameters_weight_ + l_self_modules_features_modules_16_modules_branch2_modules_3_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_16_modules_branch2_modules_3_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_16_modules_branch2_modules_3_modules_bn_buffers_running_var_ = L_self_modules_features_modules_16_modules_branch2_modules_3_modules_bn_buffers_running_var_ + l_self_modules_features_modules_16_modules_branch2_modules_3_modules_bn_parameters_weight_ = L_self_modules_features_modules_16_modules_branch2_modules_3_modules_bn_parameters_weight_ + l_self_modules_features_modules_16_modules_branch2_modules_3_modules_bn_parameters_bias_ = L_self_modules_features_modules_16_modules_branch2_modules_3_modules_bn_parameters_bias_ + l_self_modules_features_modules_16_modules_branch2_modules_4_modules_conv_parameters_weight_ = L_self_modules_features_modules_16_modules_branch2_modules_4_modules_conv_parameters_weight_ + l_self_modules_features_modules_16_modules_branch2_modules_4_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_16_modules_branch2_modules_4_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_16_modules_branch2_modules_4_modules_bn_buffers_running_var_ = L_self_modules_features_modules_16_modules_branch2_modules_4_modules_bn_buffers_running_var_ + l_self_modules_features_modules_16_modules_branch2_modules_4_modules_bn_parameters_weight_ = L_self_modules_features_modules_16_modules_branch2_modules_4_modules_bn_parameters_weight_ + l_self_modules_features_modules_16_modules_branch2_modules_4_modules_bn_parameters_bias_ = L_self_modules_features_modules_16_modules_branch2_modules_4_modules_bn_parameters_bias_ + l_self_modules_features_modules_16_modules_branch3_modules_1_modules_conv_parameters_weight_ = L_self_modules_features_modules_16_modules_branch3_modules_1_modules_conv_parameters_weight_ + l_self_modules_features_modules_16_modules_branch3_modules_1_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_16_modules_branch3_modules_1_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_16_modules_branch3_modules_1_modules_bn_buffers_running_var_ = L_self_modules_features_modules_16_modules_branch3_modules_1_modules_bn_buffers_running_var_ + l_self_modules_features_modules_16_modules_branch3_modules_1_modules_bn_parameters_weight_ = L_self_modules_features_modules_16_modules_branch3_modules_1_modules_bn_parameters_weight_ + l_self_modules_features_modules_16_modules_branch3_modules_1_modules_bn_parameters_bias_ = L_self_modules_features_modules_16_modules_branch3_modules_1_modules_bn_parameters_bias_ + l_self_modules_features_modules_17_modules_branch0_modules_conv_parameters_weight_ = L_self_modules_features_modules_17_modules_branch0_modules_conv_parameters_weight_ + l_self_modules_features_modules_17_modules_branch0_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_17_modules_branch0_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_17_modules_branch0_modules_bn_buffers_running_var_ = L_self_modules_features_modules_17_modules_branch0_modules_bn_buffers_running_var_ + l_self_modules_features_modules_17_modules_branch0_modules_bn_parameters_weight_ = L_self_modules_features_modules_17_modules_branch0_modules_bn_parameters_weight_ + l_self_modules_features_modules_17_modules_branch0_modules_bn_parameters_bias_ = L_self_modules_features_modules_17_modules_branch0_modules_bn_parameters_bias_ + l_self_modules_features_modules_17_modules_branch1_modules_0_modules_conv_parameters_weight_ = L_self_modules_features_modules_17_modules_branch1_modules_0_modules_conv_parameters_weight_ + l_self_modules_features_modules_17_modules_branch1_modules_0_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_17_modules_branch1_modules_0_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_17_modules_branch1_modules_0_modules_bn_buffers_running_var_ = L_self_modules_features_modules_17_modules_branch1_modules_0_modules_bn_buffers_running_var_ + l_self_modules_features_modules_17_modules_branch1_modules_0_modules_bn_parameters_weight_ = L_self_modules_features_modules_17_modules_branch1_modules_0_modules_bn_parameters_weight_ + l_self_modules_features_modules_17_modules_branch1_modules_0_modules_bn_parameters_bias_ = L_self_modules_features_modules_17_modules_branch1_modules_0_modules_bn_parameters_bias_ + l_self_modules_features_modules_17_modules_branch1_modules_1_modules_conv_parameters_weight_ = L_self_modules_features_modules_17_modules_branch1_modules_1_modules_conv_parameters_weight_ + l_self_modules_features_modules_17_modules_branch1_modules_1_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_17_modules_branch1_modules_1_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_17_modules_branch1_modules_1_modules_bn_buffers_running_var_ = L_self_modules_features_modules_17_modules_branch1_modules_1_modules_bn_buffers_running_var_ + l_self_modules_features_modules_17_modules_branch1_modules_1_modules_bn_parameters_weight_ = L_self_modules_features_modules_17_modules_branch1_modules_1_modules_bn_parameters_weight_ + l_self_modules_features_modules_17_modules_branch1_modules_1_modules_bn_parameters_bias_ = L_self_modules_features_modules_17_modules_branch1_modules_1_modules_bn_parameters_bias_ + l_self_modules_features_modules_17_modules_branch1_modules_2_modules_conv_parameters_weight_ = L_self_modules_features_modules_17_modules_branch1_modules_2_modules_conv_parameters_weight_ + l_self_modules_features_modules_17_modules_branch1_modules_2_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_17_modules_branch1_modules_2_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_17_modules_branch1_modules_2_modules_bn_buffers_running_var_ = L_self_modules_features_modules_17_modules_branch1_modules_2_modules_bn_buffers_running_var_ + l_self_modules_features_modules_17_modules_branch1_modules_2_modules_bn_parameters_weight_ = L_self_modules_features_modules_17_modules_branch1_modules_2_modules_bn_parameters_weight_ + l_self_modules_features_modules_17_modules_branch1_modules_2_modules_bn_parameters_bias_ = L_self_modules_features_modules_17_modules_branch1_modules_2_modules_bn_parameters_bias_ + l_self_modules_features_modules_17_modules_branch2_modules_0_modules_conv_parameters_weight_ = L_self_modules_features_modules_17_modules_branch2_modules_0_modules_conv_parameters_weight_ + l_self_modules_features_modules_17_modules_branch2_modules_0_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_17_modules_branch2_modules_0_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_17_modules_branch2_modules_0_modules_bn_buffers_running_var_ = L_self_modules_features_modules_17_modules_branch2_modules_0_modules_bn_buffers_running_var_ + l_self_modules_features_modules_17_modules_branch2_modules_0_modules_bn_parameters_weight_ = L_self_modules_features_modules_17_modules_branch2_modules_0_modules_bn_parameters_weight_ + l_self_modules_features_modules_17_modules_branch2_modules_0_modules_bn_parameters_bias_ = L_self_modules_features_modules_17_modules_branch2_modules_0_modules_bn_parameters_bias_ + l_self_modules_features_modules_17_modules_branch2_modules_1_modules_conv_parameters_weight_ = L_self_modules_features_modules_17_modules_branch2_modules_1_modules_conv_parameters_weight_ + l_self_modules_features_modules_17_modules_branch2_modules_1_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_17_modules_branch2_modules_1_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_17_modules_branch2_modules_1_modules_bn_buffers_running_var_ = L_self_modules_features_modules_17_modules_branch2_modules_1_modules_bn_buffers_running_var_ + l_self_modules_features_modules_17_modules_branch2_modules_1_modules_bn_parameters_weight_ = L_self_modules_features_modules_17_modules_branch2_modules_1_modules_bn_parameters_weight_ + l_self_modules_features_modules_17_modules_branch2_modules_1_modules_bn_parameters_bias_ = L_self_modules_features_modules_17_modules_branch2_modules_1_modules_bn_parameters_bias_ + l_self_modules_features_modules_17_modules_branch2_modules_2_modules_conv_parameters_weight_ = L_self_modules_features_modules_17_modules_branch2_modules_2_modules_conv_parameters_weight_ + l_self_modules_features_modules_17_modules_branch2_modules_2_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_17_modules_branch2_modules_2_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_17_modules_branch2_modules_2_modules_bn_buffers_running_var_ = L_self_modules_features_modules_17_modules_branch2_modules_2_modules_bn_buffers_running_var_ + l_self_modules_features_modules_17_modules_branch2_modules_2_modules_bn_parameters_weight_ = L_self_modules_features_modules_17_modules_branch2_modules_2_modules_bn_parameters_weight_ + l_self_modules_features_modules_17_modules_branch2_modules_2_modules_bn_parameters_bias_ = L_self_modules_features_modules_17_modules_branch2_modules_2_modules_bn_parameters_bias_ + l_self_modules_features_modules_17_modules_branch2_modules_3_modules_conv_parameters_weight_ = L_self_modules_features_modules_17_modules_branch2_modules_3_modules_conv_parameters_weight_ + l_self_modules_features_modules_17_modules_branch2_modules_3_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_17_modules_branch2_modules_3_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_17_modules_branch2_modules_3_modules_bn_buffers_running_var_ = L_self_modules_features_modules_17_modules_branch2_modules_3_modules_bn_buffers_running_var_ + l_self_modules_features_modules_17_modules_branch2_modules_3_modules_bn_parameters_weight_ = L_self_modules_features_modules_17_modules_branch2_modules_3_modules_bn_parameters_weight_ + l_self_modules_features_modules_17_modules_branch2_modules_3_modules_bn_parameters_bias_ = L_self_modules_features_modules_17_modules_branch2_modules_3_modules_bn_parameters_bias_ + l_self_modules_features_modules_17_modules_branch2_modules_4_modules_conv_parameters_weight_ = L_self_modules_features_modules_17_modules_branch2_modules_4_modules_conv_parameters_weight_ + l_self_modules_features_modules_17_modules_branch2_modules_4_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_17_modules_branch2_modules_4_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_17_modules_branch2_modules_4_modules_bn_buffers_running_var_ = L_self_modules_features_modules_17_modules_branch2_modules_4_modules_bn_buffers_running_var_ + l_self_modules_features_modules_17_modules_branch2_modules_4_modules_bn_parameters_weight_ = L_self_modules_features_modules_17_modules_branch2_modules_4_modules_bn_parameters_weight_ + l_self_modules_features_modules_17_modules_branch2_modules_4_modules_bn_parameters_bias_ = L_self_modules_features_modules_17_modules_branch2_modules_4_modules_bn_parameters_bias_ + l_self_modules_features_modules_17_modules_branch3_modules_1_modules_conv_parameters_weight_ = L_self_modules_features_modules_17_modules_branch3_modules_1_modules_conv_parameters_weight_ + l_self_modules_features_modules_17_modules_branch3_modules_1_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_17_modules_branch3_modules_1_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_17_modules_branch3_modules_1_modules_bn_buffers_running_var_ = L_self_modules_features_modules_17_modules_branch3_modules_1_modules_bn_buffers_running_var_ + l_self_modules_features_modules_17_modules_branch3_modules_1_modules_bn_parameters_weight_ = L_self_modules_features_modules_17_modules_branch3_modules_1_modules_bn_parameters_weight_ + l_self_modules_features_modules_17_modules_branch3_modules_1_modules_bn_parameters_bias_ = L_self_modules_features_modules_17_modules_branch3_modules_1_modules_bn_parameters_bias_ + l_self_modules_features_modules_18_modules_branch0_modules_0_modules_conv_parameters_weight_ = L_self_modules_features_modules_18_modules_branch0_modules_0_modules_conv_parameters_weight_ + l_self_modules_features_modules_18_modules_branch0_modules_0_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_18_modules_branch0_modules_0_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_18_modules_branch0_modules_0_modules_bn_buffers_running_var_ = L_self_modules_features_modules_18_modules_branch0_modules_0_modules_bn_buffers_running_var_ + l_self_modules_features_modules_18_modules_branch0_modules_0_modules_bn_parameters_weight_ = L_self_modules_features_modules_18_modules_branch0_modules_0_modules_bn_parameters_weight_ + l_self_modules_features_modules_18_modules_branch0_modules_0_modules_bn_parameters_bias_ = L_self_modules_features_modules_18_modules_branch0_modules_0_modules_bn_parameters_bias_ + l_self_modules_features_modules_18_modules_branch0_modules_1_modules_conv_parameters_weight_ = L_self_modules_features_modules_18_modules_branch0_modules_1_modules_conv_parameters_weight_ + l_self_modules_features_modules_18_modules_branch0_modules_1_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_18_modules_branch0_modules_1_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_18_modules_branch0_modules_1_modules_bn_buffers_running_var_ = L_self_modules_features_modules_18_modules_branch0_modules_1_modules_bn_buffers_running_var_ + l_self_modules_features_modules_18_modules_branch0_modules_1_modules_bn_parameters_weight_ = L_self_modules_features_modules_18_modules_branch0_modules_1_modules_bn_parameters_weight_ + l_self_modules_features_modules_18_modules_branch0_modules_1_modules_bn_parameters_bias_ = L_self_modules_features_modules_18_modules_branch0_modules_1_modules_bn_parameters_bias_ + l_self_modules_features_modules_18_modules_branch1_modules_0_modules_conv_parameters_weight_ = L_self_modules_features_modules_18_modules_branch1_modules_0_modules_conv_parameters_weight_ + l_self_modules_features_modules_18_modules_branch1_modules_0_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_18_modules_branch1_modules_0_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_18_modules_branch1_modules_0_modules_bn_buffers_running_var_ = L_self_modules_features_modules_18_modules_branch1_modules_0_modules_bn_buffers_running_var_ + l_self_modules_features_modules_18_modules_branch1_modules_0_modules_bn_parameters_weight_ = L_self_modules_features_modules_18_modules_branch1_modules_0_modules_bn_parameters_weight_ + l_self_modules_features_modules_18_modules_branch1_modules_0_modules_bn_parameters_bias_ = L_self_modules_features_modules_18_modules_branch1_modules_0_modules_bn_parameters_bias_ + l_self_modules_features_modules_18_modules_branch1_modules_1_modules_conv_parameters_weight_ = L_self_modules_features_modules_18_modules_branch1_modules_1_modules_conv_parameters_weight_ + l_self_modules_features_modules_18_modules_branch1_modules_1_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_18_modules_branch1_modules_1_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_18_modules_branch1_modules_1_modules_bn_buffers_running_var_ = L_self_modules_features_modules_18_modules_branch1_modules_1_modules_bn_buffers_running_var_ + l_self_modules_features_modules_18_modules_branch1_modules_1_modules_bn_parameters_weight_ = L_self_modules_features_modules_18_modules_branch1_modules_1_modules_bn_parameters_weight_ + l_self_modules_features_modules_18_modules_branch1_modules_1_modules_bn_parameters_bias_ = L_self_modules_features_modules_18_modules_branch1_modules_1_modules_bn_parameters_bias_ + l_self_modules_features_modules_18_modules_branch1_modules_2_modules_conv_parameters_weight_ = L_self_modules_features_modules_18_modules_branch1_modules_2_modules_conv_parameters_weight_ + l_self_modules_features_modules_18_modules_branch1_modules_2_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_18_modules_branch1_modules_2_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_18_modules_branch1_modules_2_modules_bn_buffers_running_var_ = L_self_modules_features_modules_18_modules_branch1_modules_2_modules_bn_buffers_running_var_ + l_self_modules_features_modules_18_modules_branch1_modules_2_modules_bn_parameters_weight_ = L_self_modules_features_modules_18_modules_branch1_modules_2_modules_bn_parameters_weight_ + l_self_modules_features_modules_18_modules_branch1_modules_2_modules_bn_parameters_bias_ = L_self_modules_features_modules_18_modules_branch1_modules_2_modules_bn_parameters_bias_ + l_self_modules_features_modules_18_modules_branch1_modules_3_modules_conv_parameters_weight_ = L_self_modules_features_modules_18_modules_branch1_modules_3_modules_conv_parameters_weight_ + l_self_modules_features_modules_18_modules_branch1_modules_3_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_18_modules_branch1_modules_3_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_18_modules_branch1_modules_3_modules_bn_buffers_running_var_ = L_self_modules_features_modules_18_modules_branch1_modules_3_modules_bn_buffers_running_var_ + l_self_modules_features_modules_18_modules_branch1_modules_3_modules_bn_parameters_weight_ = L_self_modules_features_modules_18_modules_branch1_modules_3_modules_bn_parameters_weight_ + l_self_modules_features_modules_18_modules_branch1_modules_3_modules_bn_parameters_bias_ = L_self_modules_features_modules_18_modules_branch1_modules_3_modules_bn_parameters_bias_ + l_self_modules_features_modules_19_modules_branch0_modules_conv_parameters_weight_ = L_self_modules_features_modules_19_modules_branch0_modules_conv_parameters_weight_ + l_self_modules_features_modules_19_modules_branch0_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_19_modules_branch0_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_19_modules_branch0_modules_bn_buffers_running_var_ = L_self_modules_features_modules_19_modules_branch0_modules_bn_buffers_running_var_ + l_self_modules_features_modules_19_modules_branch0_modules_bn_parameters_weight_ = L_self_modules_features_modules_19_modules_branch0_modules_bn_parameters_weight_ + l_self_modules_features_modules_19_modules_branch0_modules_bn_parameters_bias_ = L_self_modules_features_modules_19_modules_branch0_modules_bn_parameters_bias_ + l_self_modules_features_modules_19_modules_branch1_0_modules_conv_parameters_weight_ = L_self_modules_features_modules_19_modules_branch1_0_modules_conv_parameters_weight_ + l_self_modules_features_modules_19_modules_branch1_0_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_19_modules_branch1_0_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_19_modules_branch1_0_modules_bn_buffers_running_var_ = L_self_modules_features_modules_19_modules_branch1_0_modules_bn_buffers_running_var_ + l_self_modules_features_modules_19_modules_branch1_0_modules_bn_parameters_weight_ = L_self_modules_features_modules_19_modules_branch1_0_modules_bn_parameters_weight_ + l_self_modules_features_modules_19_modules_branch1_0_modules_bn_parameters_bias_ = L_self_modules_features_modules_19_modules_branch1_0_modules_bn_parameters_bias_ + l_self_modules_features_modules_19_modules_branch1_1a_modules_conv_parameters_weight_ = L_self_modules_features_modules_19_modules_branch1_1a_modules_conv_parameters_weight_ + l_self_modules_features_modules_19_modules_branch1_1a_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_19_modules_branch1_1a_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_19_modules_branch1_1a_modules_bn_buffers_running_var_ = L_self_modules_features_modules_19_modules_branch1_1a_modules_bn_buffers_running_var_ + l_self_modules_features_modules_19_modules_branch1_1a_modules_bn_parameters_weight_ = L_self_modules_features_modules_19_modules_branch1_1a_modules_bn_parameters_weight_ + l_self_modules_features_modules_19_modules_branch1_1a_modules_bn_parameters_bias_ = L_self_modules_features_modules_19_modules_branch1_1a_modules_bn_parameters_bias_ + l_self_modules_features_modules_19_modules_branch1_1b_modules_conv_parameters_weight_ = L_self_modules_features_modules_19_modules_branch1_1b_modules_conv_parameters_weight_ + l_self_modules_features_modules_19_modules_branch1_1b_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_19_modules_branch1_1b_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_19_modules_branch1_1b_modules_bn_buffers_running_var_ = L_self_modules_features_modules_19_modules_branch1_1b_modules_bn_buffers_running_var_ + l_self_modules_features_modules_19_modules_branch1_1b_modules_bn_parameters_weight_ = L_self_modules_features_modules_19_modules_branch1_1b_modules_bn_parameters_weight_ + l_self_modules_features_modules_19_modules_branch1_1b_modules_bn_parameters_bias_ = L_self_modules_features_modules_19_modules_branch1_1b_modules_bn_parameters_bias_ + l_self_modules_features_modules_19_modules_branch2_0_modules_conv_parameters_weight_ = L_self_modules_features_modules_19_modules_branch2_0_modules_conv_parameters_weight_ + l_self_modules_features_modules_19_modules_branch2_0_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_19_modules_branch2_0_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_19_modules_branch2_0_modules_bn_buffers_running_var_ = L_self_modules_features_modules_19_modules_branch2_0_modules_bn_buffers_running_var_ + l_self_modules_features_modules_19_modules_branch2_0_modules_bn_parameters_weight_ = L_self_modules_features_modules_19_modules_branch2_0_modules_bn_parameters_weight_ + l_self_modules_features_modules_19_modules_branch2_0_modules_bn_parameters_bias_ = L_self_modules_features_modules_19_modules_branch2_0_modules_bn_parameters_bias_ + l_self_modules_features_modules_19_modules_branch2_1_modules_conv_parameters_weight_ = L_self_modules_features_modules_19_modules_branch2_1_modules_conv_parameters_weight_ + l_self_modules_features_modules_19_modules_branch2_1_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_19_modules_branch2_1_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_19_modules_branch2_1_modules_bn_buffers_running_var_ = L_self_modules_features_modules_19_modules_branch2_1_modules_bn_buffers_running_var_ + l_self_modules_features_modules_19_modules_branch2_1_modules_bn_parameters_weight_ = L_self_modules_features_modules_19_modules_branch2_1_modules_bn_parameters_weight_ + l_self_modules_features_modules_19_modules_branch2_1_modules_bn_parameters_bias_ = L_self_modules_features_modules_19_modules_branch2_1_modules_bn_parameters_bias_ + l_self_modules_features_modules_19_modules_branch2_2_modules_conv_parameters_weight_ = L_self_modules_features_modules_19_modules_branch2_2_modules_conv_parameters_weight_ + l_self_modules_features_modules_19_modules_branch2_2_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_19_modules_branch2_2_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_19_modules_branch2_2_modules_bn_buffers_running_var_ = L_self_modules_features_modules_19_modules_branch2_2_modules_bn_buffers_running_var_ + l_self_modules_features_modules_19_modules_branch2_2_modules_bn_parameters_weight_ = L_self_modules_features_modules_19_modules_branch2_2_modules_bn_parameters_weight_ + l_self_modules_features_modules_19_modules_branch2_2_modules_bn_parameters_bias_ = L_self_modules_features_modules_19_modules_branch2_2_modules_bn_parameters_bias_ + l_self_modules_features_modules_19_modules_branch2_3a_modules_conv_parameters_weight_ = L_self_modules_features_modules_19_modules_branch2_3a_modules_conv_parameters_weight_ + l_self_modules_features_modules_19_modules_branch2_3a_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_19_modules_branch2_3a_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_19_modules_branch2_3a_modules_bn_buffers_running_var_ = L_self_modules_features_modules_19_modules_branch2_3a_modules_bn_buffers_running_var_ + l_self_modules_features_modules_19_modules_branch2_3a_modules_bn_parameters_weight_ = L_self_modules_features_modules_19_modules_branch2_3a_modules_bn_parameters_weight_ + l_self_modules_features_modules_19_modules_branch2_3a_modules_bn_parameters_bias_ = L_self_modules_features_modules_19_modules_branch2_3a_modules_bn_parameters_bias_ + l_self_modules_features_modules_19_modules_branch2_3b_modules_conv_parameters_weight_ = L_self_modules_features_modules_19_modules_branch2_3b_modules_conv_parameters_weight_ + l_self_modules_features_modules_19_modules_branch2_3b_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_19_modules_branch2_3b_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_19_modules_branch2_3b_modules_bn_buffers_running_var_ = L_self_modules_features_modules_19_modules_branch2_3b_modules_bn_buffers_running_var_ + l_self_modules_features_modules_19_modules_branch2_3b_modules_bn_parameters_weight_ = L_self_modules_features_modules_19_modules_branch2_3b_modules_bn_parameters_weight_ + l_self_modules_features_modules_19_modules_branch2_3b_modules_bn_parameters_bias_ = L_self_modules_features_modules_19_modules_branch2_3b_modules_bn_parameters_bias_ + l_self_modules_features_modules_19_modules_branch3_modules_1_modules_conv_parameters_weight_ = L_self_modules_features_modules_19_modules_branch3_modules_1_modules_conv_parameters_weight_ + l_self_modules_features_modules_19_modules_branch3_modules_1_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_19_modules_branch3_modules_1_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_19_modules_branch3_modules_1_modules_bn_buffers_running_var_ = L_self_modules_features_modules_19_modules_branch3_modules_1_modules_bn_buffers_running_var_ + l_self_modules_features_modules_19_modules_branch3_modules_1_modules_bn_parameters_weight_ = L_self_modules_features_modules_19_modules_branch3_modules_1_modules_bn_parameters_weight_ + l_self_modules_features_modules_19_modules_branch3_modules_1_modules_bn_parameters_bias_ = L_self_modules_features_modules_19_modules_branch3_modules_1_modules_bn_parameters_bias_ + l_self_modules_features_modules_20_modules_branch0_modules_conv_parameters_weight_ = L_self_modules_features_modules_20_modules_branch0_modules_conv_parameters_weight_ + l_self_modules_features_modules_20_modules_branch0_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_20_modules_branch0_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_20_modules_branch0_modules_bn_buffers_running_var_ = L_self_modules_features_modules_20_modules_branch0_modules_bn_buffers_running_var_ + l_self_modules_features_modules_20_modules_branch0_modules_bn_parameters_weight_ = L_self_modules_features_modules_20_modules_branch0_modules_bn_parameters_weight_ + l_self_modules_features_modules_20_modules_branch0_modules_bn_parameters_bias_ = L_self_modules_features_modules_20_modules_branch0_modules_bn_parameters_bias_ + l_self_modules_features_modules_20_modules_branch1_0_modules_conv_parameters_weight_ = L_self_modules_features_modules_20_modules_branch1_0_modules_conv_parameters_weight_ + l_self_modules_features_modules_20_modules_branch1_0_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_20_modules_branch1_0_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_20_modules_branch1_0_modules_bn_buffers_running_var_ = L_self_modules_features_modules_20_modules_branch1_0_modules_bn_buffers_running_var_ + l_self_modules_features_modules_20_modules_branch1_0_modules_bn_parameters_weight_ = L_self_modules_features_modules_20_modules_branch1_0_modules_bn_parameters_weight_ + l_self_modules_features_modules_20_modules_branch1_0_modules_bn_parameters_bias_ = L_self_modules_features_modules_20_modules_branch1_0_modules_bn_parameters_bias_ + l_self_modules_features_modules_20_modules_branch1_1a_modules_conv_parameters_weight_ = L_self_modules_features_modules_20_modules_branch1_1a_modules_conv_parameters_weight_ + l_self_modules_features_modules_20_modules_branch1_1a_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_20_modules_branch1_1a_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_20_modules_branch1_1a_modules_bn_buffers_running_var_ = L_self_modules_features_modules_20_modules_branch1_1a_modules_bn_buffers_running_var_ + l_self_modules_features_modules_20_modules_branch1_1a_modules_bn_parameters_weight_ = L_self_modules_features_modules_20_modules_branch1_1a_modules_bn_parameters_weight_ + l_self_modules_features_modules_20_modules_branch1_1a_modules_bn_parameters_bias_ = L_self_modules_features_modules_20_modules_branch1_1a_modules_bn_parameters_bias_ + l_self_modules_features_modules_20_modules_branch1_1b_modules_conv_parameters_weight_ = L_self_modules_features_modules_20_modules_branch1_1b_modules_conv_parameters_weight_ + l_self_modules_features_modules_20_modules_branch1_1b_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_20_modules_branch1_1b_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_20_modules_branch1_1b_modules_bn_buffers_running_var_ = L_self_modules_features_modules_20_modules_branch1_1b_modules_bn_buffers_running_var_ + l_self_modules_features_modules_20_modules_branch1_1b_modules_bn_parameters_weight_ = L_self_modules_features_modules_20_modules_branch1_1b_modules_bn_parameters_weight_ + l_self_modules_features_modules_20_modules_branch1_1b_modules_bn_parameters_bias_ = L_self_modules_features_modules_20_modules_branch1_1b_modules_bn_parameters_bias_ + l_self_modules_features_modules_20_modules_branch2_0_modules_conv_parameters_weight_ = L_self_modules_features_modules_20_modules_branch2_0_modules_conv_parameters_weight_ + l_self_modules_features_modules_20_modules_branch2_0_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_20_modules_branch2_0_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_20_modules_branch2_0_modules_bn_buffers_running_var_ = L_self_modules_features_modules_20_modules_branch2_0_modules_bn_buffers_running_var_ + l_self_modules_features_modules_20_modules_branch2_0_modules_bn_parameters_weight_ = L_self_modules_features_modules_20_modules_branch2_0_modules_bn_parameters_weight_ + l_self_modules_features_modules_20_modules_branch2_0_modules_bn_parameters_bias_ = L_self_modules_features_modules_20_modules_branch2_0_modules_bn_parameters_bias_ + l_self_modules_features_modules_20_modules_branch2_1_modules_conv_parameters_weight_ = L_self_modules_features_modules_20_modules_branch2_1_modules_conv_parameters_weight_ + l_self_modules_features_modules_20_modules_branch2_1_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_20_modules_branch2_1_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_20_modules_branch2_1_modules_bn_buffers_running_var_ = L_self_modules_features_modules_20_modules_branch2_1_modules_bn_buffers_running_var_ + l_self_modules_features_modules_20_modules_branch2_1_modules_bn_parameters_weight_ = L_self_modules_features_modules_20_modules_branch2_1_modules_bn_parameters_weight_ + l_self_modules_features_modules_20_modules_branch2_1_modules_bn_parameters_bias_ = L_self_modules_features_modules_20_modules_branch2_1_modules_bn_parameters_bias_ + l_self_modules_features_modules_20_modules_branch2_2_modules_conv_parameters_weight_ = L_self_modules_features_modules_20_modules_branch2_2_modules_conv_parameters_weight_ + l_self_modules_features_modules_20_modules_branch2_2_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_20_modules_branch2_2_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_20_modules_branch2_2_modules_bn_buffers_running_var_ = L_self_modules_features_modules_20_modules_branch2_2_modules_bn_buffers_running_var_ + l_self_modules_features_modules_20_modules_branch2_2_modules_bn_parameters_weight_ = L_self_modules_features_modules_20_modules_branch2_2_modules_bn_parameters_weight_ + l_self_modules_features_modules_20_modules_branch2_2_modules_bn_parameters_bias_ = L_self_modules_features_modules_20_modules_branch2_2_modules_bn_parameters_bias_ + l_self_modules_features_modules_20_modules_branch2_3a_modules_conv_parameters_weight_ = L_self_modules_features_modules_20_modules_branch2_3a_modules_conv_parameters_weight_ + l_self_modules_features_modules_20_modules_branch2_3a_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_20_modules_branch2_3a_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_20_modules_branch2_3a_modules_bn_buffers_running_var_ = L_self_modules_features_modules_20_modules_branch2_3a_modules_bn_buffers_running_var_ + l_self_modules_features_modules_20_modules_branch2_3a_modules_bn_parameters_weight_ = L_self_modules_features_modules_20_modules_branch2_3a_modules_bn_parameters_weight_ + l_self_modules_features_modules_20_modules_branch2_3a_modules_bn_parameters_bias_ = L_self_modules_features_modules_20_modules_branch2_3a_modules_bn_parameters_bias_ + l_self_modules_features_modules_20_modules_branch2_3b_modules_conv_parameters_weight_ = L_self_modules_features_modules_20_modules_branch2_3b_modules_conv_parameters_weight_ + l_self_modules_features_modules_20_modules_branch2_3b_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_20_modules_branch2_3b_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_20_modules_branch2_3b_modules_bn_buffers_running_var_ = L_self_modules_features_modules_20_modules_branch2_3b_modules_bn_buffers_running_var_ + l_self_modules_features_modules_20_modules_branch2_3b_modules_bn_parameters_weight_ = L_self_modules_features_modules_20_modules_branch2_3b_modules_bn_parameters_weight_ + l_self_modules_features_modules_20_modules_branch2_3b_modules_bn_parameters_bias_ = L_self_modules_features_modules_20_modules_branch2_3b_modules_bn_parameters_bias_ + l_self_modules_features_modules_20_modules_branch3_modules_1_modules_conv_parameters_weight_ = L_self_modules_features_modules_20_modules_branch3_modules_1_modules_conv_parameters_weight_ + l_self_modules_features_modules_20_modules_branch3_modules_1_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_20_modules_branch3_modules_1_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_20_modules_branch3_modules_1_modules_bn_buffers_running_var_ = L_self_modules_features_modules_20_modules_branch3_modules_1_modules_bn_buffers_running_var_ + l_self_modules_features_modules_20_modules_branch3_modules_1_modules_bn_parameters_weight_ = L_self_modules_features_modules_20_modules_branch3_modules_1_modules_bn_parameters_weight_ + l_self_modules_features_modules_20_modules_branch3_modules_1_modules_bn_parameters_bias_ = L_self_modules_features_modules_20_modules_branch3_modules_1_modules_bn_parameters_bias_ + l_self_modules_features_modules_21_modules_branch0_modules_conv_parameters_weight_ = L_self_modules_features_modules_21_modules_branch0_modules_conv_parameters_weight_ + l_self_modules_features_modules_21_modules_branch0_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_21_modules_branch0_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_21_modules_branch0_modules_bn_buffers_running_var_ = L_self_modules_features_modules_21_modules_branch0_modules_bn_buffers_running_var_ + l_self_modules_features_modules_21_modules_branch0_modules_bn_parameters_weight_ = L_self_modules_features_modules_21_modules_branch0_modules_bn_parameters_weight_ + l_self_modules_features_modules_21_modules_branch0_modules_bn_parameters_bias_ = L_self_modules_features_modules_21_modules_branch0_modules_bn_parameters_bias_ + l_self_modules_features_modules_21_modules_branch1_0_modules_conv_parameters_weight_ = L_self_modules_features_modules_21_modules_branch1_0_modules_conv_parameters_weight_ + l_self_modules_features_modules_21_modules_branch1_0_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_21_modules_branch1_0_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_21_modules_branch1_0_modules_bn_buffers_running_var_ = L_self_modules_features_modules_21_modules_branch1_0_modules_bn_buffers_running_var_ + l_self_modules_features_modules_21_modules_branch1_0_modules_bn_parameters_weight_ = L_self_modules_features_modules_21_modules_branch1_0_modules_bn_parameters_weight_ + l_self_modules_features_modules_21_modules_branch1_0_modules_bn_parameters_bias_ = L_self_modules_features_modules_21_modules_branch1_0_modules_bn_parameters_bias_ + l_self_modules_features_modules_21_modules_branch1_1a_modules_conv_parameters_weight_ = L_self_modules_features_modules_21_modules_branch1_1a_modules_conv_parameters_weight_ + l_self_modules_features_modules_21_modules_branch1_1a_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_21_modules_branch1_1a_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_21_modules_branch1_1a_modules_bn_buffers_running_var_ = L_self_modules_features_modules_21_modules_branch1_1a_modules_bn_buffers_running_var_ + l_self_modules_features_modules_21_modules_branch1_1a_modules_bn_parameters_weight_ = L_self_modules_features_modules_21_modules_branch1_1a_modules_bn_parameters_weight_ + l_self_modules_features_modules_21_modules_branch1_1a_modules_bn_parameters_bias_ = L_self_modules_features_modules_21_modules_branch1_1a_modules_bn_parameters_bias_ + l_self_modules_features_modules_21_modules_branch1_1b_modules_conv_parameters_weight_ = L_self_modules_features_modules_21_modules_branch1_1b_modules_conv_parameters_weight_ + l_self_modules_features_modules_21_modules_branch1_1b_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_21_modules_branch1_1b_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_21_modules_branch1_1b_modules_bn_buffers_running_var_ = L_self_modules_features_modules_21_modules_branch1_1b_modules_bn_buffers_running_var_ + l_self_modules_features_modules_21_modules_branch1_1b_modules_bn_parameters_weight_ = L_self_modules_features_modules_21_modules_branch1_1b_modules_bn_parameters_weight_ + l_self_modules_features_modules_21_modules_branch1_1b_modules_bn_parameters_bias_ = L_self_modules_features_modules_21_modules_branch1_1b_modules_bn_parameters_bias_ + l_self_modules_features_modules_21_modules_branch2_0_modules_conv_parameters_weight_ = L_self_modules_features_modules_21_modules_branch2_0_modules_conv_parameters_weight_ + l_self_modules_features_modules_21_modules_branch2_0_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_21_modules_branch2_0_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_21_modules_branch2_0_modules_bn_buffers_running_var_ = L_self_modules_features_modules_21_modules_branch2_0_modules_bn_buffers_running_var_ + l_self_modules_features_modules_21_modules_branch2_0_modules_bn_parameters_weight_ = L_self_modules_features_modules_21_modules_branch2_0_modules_bn_parameters_weight_ + l_self_modules_features_modules_21_modules_branch2_0_modules_bn_parameters_bias_ = L_self_modules_features_modules_21_modules_branch2_0_modules_bn_parameters_bias_ + l_self_modules_features_modules_21_modules_branch2_1_modules_conv_parameters_weight_ = L_self_modules_features_modules_21_modules_branch2_1_modules_conv_parameters_weight_ + l_self_modules_features_modules_21_modules_branch2_1_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_21_modules_branch2_1_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_21_modules_branch2_1_modules_bn_buffers_running_var_ = L_self_modules_features_modules_21_modules_branch2_1_modules_bn_buffers_running_var_ + l_self_modules_features_modules_21_modules_branch2_1_modules_bn_parameters_weight_ = L_self_modules_features_modules_21_modules_branch2_1_modules_bn_parameters_weight_ + l_self_modules_features_modules_21_modules_branch2_1_modules_bn_parameters_bias_ = L_self_modules_features_modules_21_modules_branch2_1_modules_bn_parameters_bias_ + l_self_modules_features_modules_21_modules_branch2_2_modules_conv_parameters_weight_ = L_self_modules_features_modules_21_modules_branch2_2_modules_conv_parameters_weight_ + l_self_modules_features_modules_21_modules_branch2_2_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_21_modules_branch2_2_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_21_modules_branch2_2_modules_bn_buffers_running_var_ = L_self_modules_features_modules_21_modules_branch2_2_modules_bn_buffers_running_var_ + l_self_modules_features_modules_21_modules_branch2_2_modules_bn_parameters_weight_ = L_self_modules_features_modules_21_modules_branch2_2_modules_bn_parameters_weight_ + l_self_modules_features_modules_21_modules_branch2_2_modules_bn_parameters_bias_ = L_self_modules_features_modules_21_modules_branch2_2_modules_bn_parameters_bias_ + l_self_modules_features_modules_21_modules_branch2_3a_modules_conv_parameters_weight_ = L_self_modules_features_modules_21_modules_branch2_3a_modules_conv_parameters_weight_ + l_self_modules_features_modules_21_modules_branch2_3a_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_21_modules_branch2_3a_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_21_modules_branch2_3a_modules_bn_buffers_running_var_ = L_self_modules_features_modules_21_modules_branch2_3a_modules_bn_buffers_running_var_ + l_self_modules_features_modules_21_modules_branch2_3a_modules_bn_parameters_weight_ = L_self_modules_features_modules_21_modules_branch2_3a_modules_bn_parameters_weight_ + l_self_modules_features_modules_21_modules_branch2_3a_modules_bn_parameters_bias_ = L_self_modules_features_modules_21_modules_branch2_3a_modules_bn_parameters_bias_ + l_self_modules_features_modules_21_modules_branch2_3b_modules_conv_parameters_weight_ = L_self_modules_features_modules_21_modules_branch2_3b_modules_conv_parameters_weight_ + l_self_modules_features_modules_21_modules_branch2_3b_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_21_modules_branch2_3b_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_21_modules_branch2_3b_modules_bn_buffers_running_var_ = L_self_modules_features_modules_21_modules_branch2_3b_modules_bn_buffers_running_var_ + l_self_modules_features_modules_21_modules_branch2_3b_modules_bn_parameters_weight_ = L_self_modules_features_modules_21_modules_branch2_3b_modules_bn_parameters_weight_ + l_self_modules_features_modules_21_modules_branch2_3b_modules_bn_parameters_bias_ = L_self_modules_features_modules_21_modules_branch2_3b_modules_bn_parameters_bias_ + l_self_modules_features_modules_21_modules_branch3_modules_1_modules_conv_parameters_weight_ = L_self_modules_features_modules_21_modules_branch3_modules_1_modules_conv_parameters_weight_ + l_self_modules_features_modules_21_modules_branch3_modules_1_modules_bn_buffers_running_mean_ = L_self_modules_features_modules_21_modules_branch3_modules_1_modules_bn_buffers_running_mean_ + l_self_modules_features_modules_21_modules_branch3_modules_1_modules_bn_buffers_running_var_ = L_self_modules_features_modules_21_modules_branch3_modules_1_modules_bn_buffers_running_var_ + l_self_modules_features_modules_21_modules_branch3_modules_1_modules_bn_parameters_weight_ = L_self_modules_features_modules_21_modules_branch3_modules_1_modules_bn_parameters_weight_ + l_self_modules_features_modules_21_modules_branch3_modules_1_modules_bn_parameters_bias_ = L_self_modules_features_modules_21_modules_branch3_modules_1_modules_bn_parameters_bias_ + l_self_modules_last_linear_parameters_weight_ = ( + L_self_modules_last_linear_parameters_weight_ + ) + l_self_modules_last_linear_parameters_bias_ = ( + L_self_modules_last_linear_parameters_bias_ + ) + x = torch.conv2d( + l_x_, + l_self_modules_features_modules_0_modules_conv_parameters_weight_, + None, + (2, 2), + (0, 0), + (1, 1), + 1, + ) + l_x_ = l_self_modules_features_modules_0_modules_conv_parameters_weight_ = None + x_1 = torch.nn.functional.batch_norm( + x, + l_self_modules_features_modules_0_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_0_modules_bn_buffers_running_var_, + l_self_modules_features_modules_0_modules_bn_parameters_weight_, + l_self_modules_features_modules_0_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x = ( + l_self_modules_features_modules_0_modules_bn_buffers_running_mean_ + ) = ( + l_self_modules_features_modules_0_modules_bn_buffers_running_var_ + ) = ( + l_self_modules_features_modules_0_modules_bn_parameters_weight_ + ) = l_self_modules_features_modules_0_modules_bn_parameters_bias_ = None + x_2 = torch.nn.functional.relu(x_1, inplace=True) + x_1 = None + x_3 = torch.conv2d( + x_2, + l_self_modules_features_modules_1_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + x_2 = l_self_modules_features_modules_1_modules_conv_parameters_weight_ = None + x_4 = torch.nn.functional.batch_norm( + x_3, + l_self_modules_features_modules_1_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_1_modules_bn_buffers_running_var_, + l_self_modules_features_modules_1_modules_bn_parameters_weight_, + l_self_modules_features_modules_1_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_3 = ( + l_self_modules_features_modules_1_modules_bn_buffers_running_mean_ + ) = ( + l_self_modules_features_modules_1_modules_bn_buffers_running_var_ + ) = ( + l_self_modules_features_modules_1_modules_bn_parameters_weight_ + ) = l_self_modules_features_modules_1_modules_bn_parameters_bias_ = None + x_5 = torch.nn.functional.relu(x_4, inplace=True) + x_4 = None + x_6 = torch.conv2d( + x_5, + l_self_modules_features_modules_2_modules_conv_parameters_weight_, + None, + (1, 1), + (1, 1), + (1, 1), + 1, + ) + x_5 = l_self_modules_features_modules_2_modules_conv_parameters_weight_ = None + x_7 = torch.nn.functional.batch_norm( + x_6, + l_self_modules_features_modules_2_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_2_modules_bn_buffers_running_var_, + l_self_modules_features_modules_2_modules_bn_parameters_weight_, + l_self_modules_features_modules_2_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_6 = ( + l_self_modules_features_modules_2_modules_bn_buffers_running_mean_ + ) = ( + l_self_modules_features_modules_2_modules_bn_buffers_running_var_ + ) = ( + l_self_modules_features_modules_2_modules_bn_parameters_weight_ + ) = l_self_modules_features_modules_2_modules_bn_parameters_bias_ = None + x_8 = torch.nn.functional.relu(x_7, inplace=True) + x_7 = None + x0 = torch.nn.functional.max_pool2d( + x_8, 3, 2, 0, 1, ceil_mode=False, return_indices=False + ) + x_9 = torch.conv2d( + x_8, + l_self_modules_features_modules_3_modules_conv_modules_conv_parameters_weight_, + None, + (2, 2), + (0, 0), + (1, 1), + 1, + ) + x_8 = l_self_modules_features_modules_3_modules_conv_modules_conv_parameters_weight_ = (None) + x_10 = torch.nn.functional.batch_norm( + x_9, + l_self_modules_features_modules_3_modules_conv_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_3_modules_conv_modules_bn_buffers_running_var_, + l_self_modules_features_modules_3_modules_conv_modules_bn_parameters_weight_, + l_self_modules_features_modules_3_modules_conv_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_9 = l_self_modules_features_modules_3_modules_conv_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_3_modules_conv_modules_bn_buffers_running_var_ = ( + l_self_modules_features_modules_3_modules_conv_modules_bn_parameters_weight_ + ) = ( + l_self_modules_features_modules_3_modules_conv_modules_bn_parameters_bias_ + ) = None + x_11 = torch.nn.functional.relu(x_10, inplace=True) + x_10 = None + out = torch.cat((x0, x_11), 1) + x0 = x_11 = None + x_12 = torch.conv2d( + out, + l_self_modules_features_modules_4_modules_branch0_modules_0_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_features_modules_4_modules_branch0_modules_0_modules_conv_parameters_weight_ = ( + None + ) + x_13 = torch.nn.functional.batch_norm( + x_12, + l_self_modules_features_modules_4_modules_branch0_modules_0_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_4_modules_branch0_modules_0_modules_bn_buffers_running_var_, + l_self_modules_features_modules_4_modules_branch0_modules_0_modules_bn_parameters_weight_, + l_self_modules_features_modules_4_modules_branch0_modules_0_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_12 = l_self_modules_features_modules_4_modules_branch0_modules_0_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_4_modules_branch0_modules_0_modules_bn_buffers_running_var_ = l_self_modules_features_modules_4_modules_branch0_modules_0_modules_bn_parameters_weight_ = l_self_modules_features_modules_4_modules_branch0_modules_0_modules_bn_parameters_bias_ = (None) + x_14 = torch.nn.functional.relu(x_13, inplace=True) + x_13 = None + x_15 = torch.conv2d( + x_14, + l_self_modules_features_modules_4_modules_branch0_modules_1_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + x_14 = l_self_modules_features_modules_4_modules_branch0_modules_1_modules_conv_parameters_weight_ = (None) + x_16 = torch.nn.functional.batch_norm( + x_15, + l_self_modules_features_modules_4_modules_branch0_modules_1_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_4_modules_branch0_modules_1_modules_bn_buffers_running_var_, + l_self_modules_features_modules_4_modules_branch0_modules_1_modules_bn_parameters_weight_, + l_self_modules_features_modules_4_modules_branch0_modules_1_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_15 = l_self_modules_features_modules_4_modules_branch0_modules_1_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_4_modules_branch0_modules_1_modules_bn_buffers_running_var_ = l_self_modules_features_modules_4_modules_branch0_modules_1_modules_bn_parameters_weight_ = l_self_modules_features_modules_4_modules_branch0_modules_1_modules_bn_parameters_bias_ = (None) + x_17 = torch.nn.functional.relu(x_16, inplace=True) + x_16 = None + x_18 = torch.conv2d( + out, + l_self_modules_features_modules_4_modules_branch1_modules_0_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + out = l_self_modules_features_modules_4_modules_branch1_modules_0_modules_conv_parameters_weight_ = (None) + x_19 = torch.nn.functional.batch_norm( + x_18, + l_self_modules_features_modules_4_modules_branch1_modules_0_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_4_modules_branch1_modules_0_modules_bn_buffers_running_var_, + l_self_modules_features_modules_4_modules_branch1_modules_0_modules_bn_parameters_weight_, + l_self_modules_features_modules_4_modules_branch1_modules_0_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_18 = l_self_modules_features_modules_4_modules_branch1_modules_0_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_4_modules_branch1_modules_0_modules_bn_buffers_running_var_ = l_self_modules_features_modules_4_modules_branch1_modules_0_modules_bn_parameters_weight_ = l_self_modules_features_modules_4_modules_branch1_modules_0_modules_bn_parameters_bias_ = (None) + x_20 = torch.nn.functional.relu(x_19, inplace=True) + x_19 = None + x_21 = torch.conv2d( + x_20, + l_self_modules_features_modules_4_modules_branch1_modules_1_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 3), + (1, 1), + 1, + ) + x_20 = l_self_modules_features_modules_4_modules_branch1_modules_1_modules_conv_parameters_weight_ = (None) + x_22 = torch.nn.functional.batch_norm( + x_21, + l_self_modules_features_modules_4_modules_branch1_modules_1_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_4_modules_branch1_modules_1_modules_bn_buffers_running_var_, + l_self_modules_features_modules_4_modules_branch1_modules_1_modules_bn_parameters_weight_, + l_self_modules_features_modules_4_modules_branch1_modules_1_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_21 = l_self_modules_features_modules_4_modules_branch1_modules_1_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_4_modules_branch1_modules_1_modules_bn_buffers_running_var_ = l_self_modules_features_modules_4_modules_branch1_modules_1_modules_bn_parameters_weight_ = l_self_modules_features_modules_4_modules_branch1_modules_1_modules_bn_parameters_bias_ = (None) + x_23 = torch.nn.functional.relu(x_22, inplace=True) + x_22 = None + x_24 = torch.conv2d( + x_23, + l_self_modules_features_modules_4_modules_branch1_modules_2_modules_conv_parameters_weight_, + None, + (1, 1), + (3, 0), + (1, 1), + 1, + ) + x_23 = l_self_modules_features_modules_4_modules_branch1_modules_2_modules_conv_parameters_weight_ = (None) + x_25 = torch.nn.functional.batch_norm( + x_24, + l_self_modules_features_modules_4_modules_branch1_modules_2_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_4_modules_branch1_modules_2_modules_bn_buffers_running_var_, + l_self_modules_features_modules_4_modules_branch1_modules_2_modules_bn_parameters_weight_, + l_self_modules_features_modules_4_modules_branch1_modules_2_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_24 = l_self_modules_features_modules_4_modules_branch1_modules_2_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_4_modules_branch1_modules_2_modules_bn_buffers_running_var_ = l_self_modules_features_modules_4_modules_branch1_modules_2_modules_bn_parameters_weight_ = l_self_modules_features_modules_4_modules_branch1_modules_2_modules_bn_parameters_bias_ = (None) + x_26 = torch.nn.functional.relu(x_25, inplace=True) + x_25 = None + x_27 = torch.conv2d( + x_26, + l_self_modules_features_modules_4_modules_branch1_modules_3_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + x_26 = l_self_modules_features_modules_4_modules_branch1_modules_3_modules_conv_parameters_weight_ = (None) + x_28 = torch.nn.functional.batch_norm( + x_27, + l_self_modules_features_modules_4_modules_branch1_modules_3_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_4_modules_branch1_modules_3_modules_bn_buffers_running_var_, + l_self_modules_features_modules_4_modules_branch1_modules_3_modules_bn_parameters_weight_, + l_self_modules_features_modules_4_modules_branch1_modules_3_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_27 = l_self_modules_features_modules_4_modules_branch1_modules_3_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_4_modules_branch1_modules_3_modules_bn_buffers_running_var_ = l_self_modules_features_modules_4_modules_branch1_modules_3_modules_bn_parameters_weight_ = l_self_modules_features_modules_4_modules_branch1_modules_3_modules_bn_parameters_bias_ = (None) + x_29 = torch.nn.functional.relu(x_28, inplace=True) + x_28 = None + out_1 = torch.cat((x_17, x_29), 1) + x_17 = x_29 = None + x_30 = torch.conv2d( + out_1, + l_self_modules_features_modules_5_modules_conv_modules_conv_parameters_weight_, + None, + (2, 2), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_features_modules_5_modules_conv_modules_conv_parameters_weight_ = ( + None + ) + x_31 = torch.nn.functional.batch_norm( + x_30, + l_self_modules_features_modules_5_modules_conv_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_5_modules_conv_modules_bn_buffers_running_var_, + l_self_modules_features_modules_5_modules_conv_modules_bn_parameters_weight_, + l_self_modules_features_modules_5_modules_conv_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_30 = l_self_modules_features_modules_5_modules_conv_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_5_modules_conv_modules_bn_buffers_running_var_ = ( + l_self_modules_features_modules_5_modules_conv_modules_bn_parameters_weight_ + ) = ( + l_self_modules_features_modules_5_modules_conv_modules_bn_parameters_bias_ + ) = None + x_32 = torch.nn.functional.relu(x_31, inplace=True) + x_31 = None + x1 = torch.nn.functional.max_pool2d( + out_1, 3, 2, 0, 1, ceil_mode=False, return_indices=False + ) + out_1 = None + out_2 = torch.cat((x_32, x1), 1) + x_32 = x1 = None + x_33 = torch.conv2d( + out_2, + l_self_modules_features_modules_6_modules_branch0_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_features_modules_6_modules_branch0_modules_conv_parameters_weight_ = ( + None + ) + x_34 = torch.nn.functional.batch_norm( + x_33, + l_self_modules_features_modules_6_modules_branch0_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_6_modules_branch0_modules_bn_buffers_running_var_, + l_self_modules_features_modules_6_modules_branch0_modules_bn_parameters_weight_, + l_self_modules_features_modules_6_modules_branch0_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_33 = l_self_modules_features_modules_6_modules_branch0_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_6_modules_branch0_modules_bn_buffers_running_var_ = l_self_modules_features_modules_6_modules_branch0_modules_bn_parameters_weight_ = l_self_modules_features_modules_6_modules_branch0_modules_bn_parameters_bias_ = (None) + x_35 = torch.nn.functional.relu(x_34, inplace=True) + x_34 = None + x_36 = torch.conv2d( + out_2, + l_self_modules_features_modules_6_modules_branch1_modules_0_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_features_modules_6_modules_branch1_modules_0_modules_conv_parameters_weight_ = ( + None + ) + x_37 = torch.nn.functional.batch_norm( + x_36, + l_self_modules_features_modules_6_modules_branch1_modules_0_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_6_modules_branch1_modules_0_modules_bn_buffers_running_var_, + l_self_modules_features_modules_6_modules_branch1_modules_0_modules_bn_parameters_weight_, + l_self_modules_features_modules_6_modules_branch1_modules_0_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_36 = l_self_modules_features_modules_6_modules_branch1_modules_0_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_6_modules_branch1_modules_0_modules_bn_buffers_running_var_ = l_self_modules_features_modules_6_modules_branch1_modules_0_modules_bn_parameters_weight_ = l_self_modules_features_modules_6_modules_branch1_modules_0_modules_bn_parameters_bias_ = (None) + x_38 = torch.nn.functional.relu(x_37, inplace=True) + x_37 = None + x_39 = torch.conv2d( + x_38, + l_self_modules_features_modules_6_modules_branch1_modules_1_modules_conv_parameters_weight_, + None, + (1, 1), + (1, 1), + (1, 1), + 1, + ) + x_38 = l_self_modules_features_modules_6_modules_branch1_modules_1_modules_conv_parameters_weight_ = (None) + x_40 = torch.nn.functional.batch_norm( + x_39, + l_self_modules_features_modules_6_modules_branch1_modules_1_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_6_modules_branch1_modules_1_modules_bn_buffers_running_var_, + l_self_modules_features_modules_6_modules_branch1_modules_1_modules_bn_parameters_weight_, + l_self_modules_features_modules_6_modules_branch1_modules_1_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_39 = l_self_modules_features_modules_6_modules_branch1_modules_1_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_6_modules_branch1_modules_1_modules_bn_buffers_running_var_ = l_self_modules_features_modules_6_modules_branch1_modules_1_modules_bn_parameters_weight_ = l_self_modules_features_modules_6_modules_branch1_modules_1_modules_bn_parameters_bias_ = (None) + x_41 = torch.nn.functional.relu(x_40, inplace=True) + x_40 = None + x_42 = torch.conv2d( + out_2, + l_self_modules_features_modules_6_modules_branch2_modules_0_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_features_modules_6_modules_branch2_modules_0_modules_conv_parameters_weight_ = ( + None + ) + x_43 = torch.nn.functional.batch_norm( + x_42, + l_self_modules_features_modules_6_modules_branch2_modules_0_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_6_modules_branch2_modules_0_modules_bn_buffers_running_var_, + l_self_modules_features_modules_6_modules_branch2_modules_0_modules_bn_parameters_weight_, + l_self_modules_features_modules_6_modules_branch2_modules_0_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_42 = l_self_modules_features_modules_6_modules_branch2_modules_0_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_6_modules_branch2_modules_0_modules_bn_buffers_running_var_ = l_self_modules_features_modules_6_modules_branch2_modules_0_modules_bn_parameters_weight_ = l_self_modules_features_modules_6_modules_branch2_modules_0_modules_bn_parameters_bias_ = (None) + x_44 = torch.nn.functional.relu(x_43, inplace=True) + x_43 = None + x_45 = torch.conv2d( + x_44, + l_self_modules_features_modules_6_modules_branch2_modules_1_modules_conv_parameters_weight_, + None, + (1, 1), + (1, 1), + (1, 1), + 1, + ) + x_44 = l_self_modules_features_modules_6_modules_branch2_modules_1_modules_conv_parameters_weight_ = (None) + x_46 = torch.nn.functional.batch_norm( + x_45, + l_self_modules_features_modules_6_modules_branch2_modules_1_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_6_modules_branch2_modules_1_modules_bn_buffers_running_var_, + l_self_modules_features_modules_6_modules_branch2_modules_1_modules_bn_parameters_weight_, + l_self_modules_features_modules_6_modules_branch2_modules_1_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_45 = l_self_modules_features_modules_6_modules_branch2_modules_1_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_6_modules_branch2_modules_1_modules_bn_buffers_running_var_ = l_self_modules_features_modules_6_modules_branch2_modules_1_modules_bn_parameters_weight_ = l_self_modules_features_modules_6_modules_branch2_modules_1_modules_bn_parameters_bias_ = (None) + x_47 = torch.nn.functional.relu(x_46, inplace=True) + x_46 = None + x_48 = torch.conv2d( + x_47, + l_self_modules_features_modules_6_modules_branch2_modules_2_modules_conv_parameters_weight_, + None, + (1, 1), + (1, 1), + (1, 1), + 1, + ) + x_47 = l_self_modules_features_modules_6_modules_branch2_modules_2_modules_conv_parameters_weight_ = (None) + x_49 = torch.nn.functional.batch_norm( + x_48, + l_self_modules_features_modules_6_modules_branch2_modules_2_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_6_modules_branch2_modules_2_modules_bn_buffers_running_var_, + l_self_modules_features_modules_6_modules_branch2_modules_2_modules_bn_parameters_weight_, + l_self_modules_features_modules_6_modules_branch2_modules_2_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_48 = l_self_modules_features_modules_6_modules_branch2_modules_2_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_6_modules_branch2_modules_2_modules_bn_buffers_running_var_ = l_self_modules_features_modules_6_modules_branch2_modules_2_modules_bn_parameters_weight_ = l_self_modules_features_modules_6_modules_branch2_modules_2_modules_bn_parameters_bias_ = (None) + x_50 = torch.nn.functional.relu(x_49, inplace=True) + x_49 = None + input_1 = torch._C._nn.avg_pool2d(out_2, 3, 1, 1, False, False, None) + out_2 = None + x_51 = torch.conv2d( + input_1, + l_self_modules_features_modules_6_modules_branch3_modules_1_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + input_1 = l_self_modules_features_modules_6_modules_branch3_modules_1_modules_conv_parameters_weight_ = (None) + x_52 = torch.nn.functional.batch_norm( + x_51, + l_self_modules_features_modules_6_modules_branch3_modules_1_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_6_modules_branch3_modules_1_modules_bn_buffers_running_var_, + l_self_modules_features_modules_6_modules_branch3_modules_1_modules_bn_parameters_weight_, + l_self_modules_features_modules_6_modules_branch3_modules_1_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_51 = l_self_modules_features_modules_6_modules_branch3_modules_1_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_6_modules_branch3_modules_1_modules_bn_buffers_running_var_ = l_self_modules_features_modules_6_modules_branch3_modules_1_modules_bn_parameters_weight_ = l_self_modules_features_modules_6_modules_branch3_modules_1_modules_bn_parameters_bias_ = (None) + x_53 = torch.nn.functional.relu(x_52, inplace=True) + x_52 = None + out_3 = torch.cat((x_35, x_41, x_50, x_53), 1) + x_35 = x_41 = x_50 = x_53 = None + x_54 = torch.conv2d( + out_3, + l_self_modules_features_modules_7_modules_branch0_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_features_modules_7_modules_branch0_modules_conv_parameters_weight_ = ( + None + ) + x_55 = torch.nn.functional.batch_norm( + x_54, + l_self_modules_features_modules_7_modules_branch0_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_7_modules_branch0_modules_bn_buffers_running_var_, + l_self_modules_features_modules_7_modules_branch0_modules_bn_parameters_weight_, + l_self_modules_features_modules_7_modules_branch0_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_54 = l_self_modules_features_modules_7_modules_branch0_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_7_modules_branch0_modules_bn_buffers_running_var_ = l_self_modules_features_modules_7_modules_branch0_modules_bn_parameters_weight_ = l_self_modules_features_modules_7_modules_branch0_modules_bn_parameters_bias_ = (None) + x_56 = torch.nn.functional.relu(x_55, inplace=True) + x_55 = None + x_57 = torch.conv2d( + out_3, + l_self_modules_features_modules_7_modules_branch1_modules_0_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_features_modules_7_modules_branch1_modules_0_modules_conv_parameters_weight_ = ( + None + ) + x_58 = torch.nn.functional.batch_norm( + x_57, + l_self_modules_features_modules_7_modules_branch1_modules_0_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_7_modules_branch1_modules_0_modules_bn_buffers_running_var_, + l_self_modules_features_modules_7_modules_branch1_modules_0_modules_bn_parameters_weight_, + l_self_modules_features_modules_7_modules_branch1_modules_0_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_57 = l_self_modules_features_modules_7_modules_branch1_modules_0_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_7_modules_branch1_modules_0_modules_bn_buffers_running_var_ = l_self_modules_features_modules_7_modules_branch1_modules_0_modules_bn_parameters_weight_ = l_self_modules_features_modules_7_modules_branch1_modules_0_modules_bn_parameters_bias_ = (None) + x_59 = torch.nn.functional.relu(x_58, inplace=True) + x_58 = None + x_60 = torch.conv2d( + x_59, + l_self_modules_features_modules_7_modules_branch1_modules_1_modules_conv_parameters_weight_, + None, + (1, 1), + (1, 1), + (1, 1), + 1, + ) + x_59 = l_self_modules_features_modules_7_modules_branch1_modules_1_modules_conv_parameters_weight_ = (None) + x_61 = torch.nn.functional.batch_norm( + x_60, + l_self_modules_features_modules_7_modules_branch1_modules_1_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_7_modules_branch1_modules_1_modules_bn_buffers_running_var_, + l_self_modules_features_modules_7_modules_branch1_modules_1_modules_bn_parameters_weight_, + l_self_modules_features_modules_7_modules_branch1_modules_1_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_60 = l_self_modules_features_modules_7_modules_branch1_modules_1_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_7_modules_branch1_modules_1_modules_bn_buffers_running_var_ = l_self_modules_features_modules_7_modules_branch1_modules_1_modules_bn_parameters_weight_ = l_self_modules_features_modules_7_modules_branch1_modules_1_modules_bn_parameters_bias_ = (None) + x_62 = torch.nn.functional.relu(x_61, inplace=True) + x_61 = None + x_63 = torch.conv2d( + out_3, + l_self_modules_features_modules_7_modules_branch2_modules_0_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_features_modules_7_modules_branch2_modules_0_modules_conv_parameters_weight_ = ( + None + ) + x_64 = torch.nn.functional.batch_norm( + x_63, + l_self_modules_features_modules_7_modules_branch2_modules_0_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_7_modules_branch2_modules_0_modules_bn_buffers_running_var_, + l_self_modules_features_modules_7_modules_branch2_modules_0_modules_bn_parameters_weight_, + l_self_modules_features_modules_7_modules_branch2_modules_0_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_63 = l_self_modules_features_modules_7_modules_branch2_modules_0_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_7_modules_branch2_modules_0_modules_bn_buffers_running_var_ = l_self_modules_features_modules_7_modules_branch2_modules_0_modules_bn_parameters_weight_ = l_self_modules_features_modules_7_modules_branch2_modules_0_modules_bn_parameters_bias_ = (None) + x_65 = torch.nn.functional.relu(x_64, inplace=True) + x_64 = None + x_66 = torch.conv2d( + x_65, + l_self_modules_features_modules_7_modules_branch2_modules_1_modules_conv_parameters_weight_, + None, + (1, 1), + (1, 1), + (1, 1), + 1, + ) + x_65 = l_self_modules_features_modules_7_modules_branch2_modules_1_modules_conv_parameters_weight_ = (None) + x_67 = torch.nn.functional.batch_norm( + x_66, + l_self_modules_features_modules_7_modules_branch2_modules_1_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_7_modules_branch2_modules_1_modules_bn_buffers_running_var_, + l_self_modules_features_modules_7_modules_branch2_modules_1_modules_bn_parameters_weight_, + l_self_modules_features_modules_7_modules_branch2_modules_1_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_66 = l_self_modules_features_modules_7_modules_branch2_modules_1_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_7_modules_branch2_modules_1_modules_bn_buffers_running_var_ = l_self_modules_features_modules_7_modules_branch2_modules_1_modules_bn_parameters_weight_ = l_self_modules_features_modules_7_modules_branch2_modules_1_modules_bn_parameters_bias_ = (None) + x_68 = torch.nn.functional.relu(x_67, inplace=True) + x_67 = None + x_69 = torch.conv2d( + x_68, + l_self_modules_features_modules_7_modules_branch2_modules_2_modules_conv_parameters_weight_, + None, + (1, 1), + (1, 1), + (1, 1), + 1, + ) + x_68 = l_self_modules_features_modules_7_modules_branch2_modules_2_modules_conv_parameters_weight_ = (None) + x_70 = torch.nn.functional.batch_norm( + x_69, + l_self_modules_features_modules_7_modules_branch2_modules_2_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_7_modules_branch2_modules_2_modules_bn_buffers_running_var_, + l_self_modules_features_modules_7_modules_branch2_modules_2_modules_bn_parameters_weight_, + l_self_modules_features_modules_7_modules_branch2_modules_2_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_69 = l_self_modules_features_modules_7_modules_branch2_modules_2_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_7_modules_branch2_modules_2_modules_bn_buffers_running_var_ = l_self_modules_features_modules_7_modules_branch2_modules_2_modules_bn_parameters_weight_ = l_self_modules_features_modules_7_modules_branch2_modules_2_modules_bn_parameters_bias_ = (None) + x_71 = torch.nn.functional.relu(x_70, inplace=True) + x_70 = None + input_2 = torch._C._nn.avg_pool2d(out_3, 3, 1, 1, False, False, None) + out_3 = None + x_72 = torch.conv2d( + input_2, + l_self_modules_features_modules_7_modules_branch3_modules_1_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + input_2 = l_self_modules_features_modules_7_modules_branch3_modules_1_modules_conv_parameters_weight_ = (None) + x_73 = torch.nn.functional.batch_norm( + x_72, + l_self_modules_features_modules_7_modules_branch3_modules_1_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_7_modules_branch3_modules_1_modules_bn_buffers_running_var_, + l_self_modules_features_modules_7_modules_branch3_modules_1_modules_bn_parameters_weight_, + l_self_modules_features_modules_7_modules_branch3_modules_1_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_72 = l_self_modules_features_modules_7_modules_branch3_modules_1_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_7_modules_branch3_modules_1_modules_bn_buffers_running_var_ = l_self_modules_features_modules_7_modules_branch3_modules_1_modules_bn_parameters_weight_ = l_self_modules_features_modules_7_modules_branch3_modules_1_modules_bn_parameters_bias_ = (None) + x_74 = torch.nn.functional.relu(x_73, inplace=True) + x_73 = None + out_4 = torch.cat((x_56, x_62, x_71, x_74), 1) + x_56 = x_62 = x_71 = x_74 = None + x_75 = torch.conv2d( + out_4, + l_self_modules_features_modules_8_modules_branch0_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_features_modules_8_modules_branch0_modules_conv_parameters_weight_ = ( + None + ) + x_76 = torch.nn.functional.batch_norm( + x_75, + l_self_modules_features_modules_8_modules_branch0_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_8_modules_branch0_modules_bn_buffers_running_var_, + l_self_modules_features_modules_8_modules_branch0_modules_bn_parameters_weight_, + l_self_modules_features_modules_8_modules_branch0_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_75 = l_self_modules_features_modules_8_modules_branch0_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_8_modules_branch0_modules_bn_buffers_running_var_ = l_self_modules_features_modules_8_modules_branch0_modules_bn_parameters_weight_ = l_self_modules_features_modules_8_modules_branch0_modules_bn_parameters_bias_ = (None) + x_77 = torch.nn.functional.relu(x_76, inplace=True) + x_76 = None + x_78 = torch.conv2d( + out_4, + l_self_modules_features_modules_8_modules_branch1_modules_0_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_features_modules_8_modules_branch1_modules_0_modules_conv_parameters_weight_ = ( + None + ) + x_79 = torch.nn.functional.batch_norm( + x_78, + l_self_modules_features_modules_8_modules_branch1_modules_0_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_8_modules_branch1_modules_0_modules_bn_buffers_running_var_, + l_self_modules_features_modules_8_modules_branch1_modules_0_modules_bn_parameters_weight_, + l_self_modules_features_modules_8_modules_branch1_modules_0_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_78 = l_self_modules_features_modules_8_modules_branch1_modules_0_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_8_modules_branch1_modules_0_modules_bn_buffers_running_var_ = l_self_modules_features_modules_8_modules_branch1_modules_0_modules_bn_parameters_weight_ = l_self_modules_features_modules_8_modules_branch1_modules_0_modules_bn_parameters_bias_ = (None) + x_80 = torch.nn.functional.relu(x_79, inplace=True) + x_79 = None + x_81 = torch.conv2d( + x_80, + l_self_modules_features_modules_8_modules_branch1_modules_1_modules_conv_parameters_weight_, + None, + (1, 1), + (1, 1), + (1, 1), + 1, + ) + x_80 = l_self_modules_features_modules_8_modules_branch1_modules_1_modules_conv_parameters_weight_ = (None) + x_82 = torch.nn.functional.batch_norm( + x_81, + l_self_modules_features_modules_8_modules_branch1_modules_1_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_8_modules_branch1_modules_1_modules_bn_buffers_running_var_, + l_self_modules_features_modules_8_modules_branch1_modules_1_modules_bn_parameters_weight_, + l_self_modules_features_modules_8_modules_branch1_modules_1_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_81 = l_self_modules_features_modules_8_modules_branch1_modules_1_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_8_modules_branch1_modules_1_modules_bn_buffers_running_var_ = l_self_modules_features_modules_8_modules_branch1_modules_1_modules_bn_parameters_weight_ = l_self_modules_features_modules_8_modules_branch1_modules_1_modules_bn_parameters_bias_ = (None) + x_83 = torch.nn.functional.relu(x_82, inplace=True) + x_82 = None + x_84 = torch.conv2d( + out_4, + l_self_modules_features_modules_8_modules_branch2_modules_0_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_features_modules_8_modules_branch2_modules_0_modules_conv_parameters_weight_ = ( + None + ) + x_85 = torch.nn.functional.batch_norm( + x_84, + l_self_modules_features_modules_8_modules_branch2_modules_0_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_8_modules_branch2_modules_0_modules_bn_buffers_running_var_, + l_self_modules_features_modules_8_modules_branch2_modules_0_modules_bn_parameters_weight_, + l_self_modules_features_modules_8_modules_branch2_modules_0_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_84 = l_self_modules_features_modules_8_modules_branch2_modules_0_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_8_modules_branch2_modules_0_modules_bn_buffers_running_var_ = l_self_modules_features_modules_8_modules_branch2_modules_0_modules_bn_parameters_weight_ = l_self_modules_features_modules_8_modules_branch2_modules_0_modules_bn_parameters_bias_ = (None) + x_86 = torch.nn.functional.relu(x_85, inplace=True) + x_85 = None + x_87 = torch.conv2d( + x_86, + l_self_modules_features_modules_8_modules_branch2_modules_1_modules_conv_parameters_weight_, + None, + (1, 1), + (1, 1), + (1, 1), + 1, + ) + x_86 = l_self_modules_features_modules_8_modules_branch2_modules_1_modules_conv_parameters_weight_ = (None) + x_88 = torch.nn.functional.batch_norm( + x_87, + l_self_modules_features_modules_8_modules_branch2_modules_1_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_8_modules_branch2_modules_1_modules_bn_buffers_running_var_, + l_self_modules_features_modules_8_modules_branch2_modules_1_modules_bn_parameters_weight_, + l_self_modules_features_modules_8_modules_branch2_modules_1_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_87 = l_self_modules_features_modules_8_modules_branch2_modules_1_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_8_modules_branch2_modules_1_modules_bn_buffers_running_var_ = l_self_modules_features_modules_8_modules_branch2_modules_1_modules_bn_parameters_weight_ = l_self_modules_features_modules_8_modules_branch2_modules_1_modules_bn_parameters_bias_ = (None) + x_89 = torch.nn.functional.relu(x_88, inplace=True) + x_88 = None + x_90 = torch.conv2d( + x_89, + l_self_modules_features_modules_8_modules_branch2_modules_2_modules_conv_parameters_weight_, + None, + (1, 1), + (1, 1), + (1, 1), + 1, + ) + x_89 = l_self_modules_features_modules_8_modules_branch2_modules_2_modules_conv_parameters_weight_ = (None) + x_91 = torch.nn.functional.batch_norm( + x_90, + l_self_modules_features_modules_8_modules_branch2_modules_2_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_8_modules_branch2_modules_2_modules_bn_buffers_running_var_, + l_self_modules_features_modules_8_modules_branch2_modules_2_modules_bn_parameters_weight_, + l_self_modules_features_modules_8_modules_branch2_modules_2_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_90 = l_self_modules_features_modules_8_modules_branch2_modules_2_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_8_modules_branch2_modules_2_modules_bn_buffers_running_var_ = l_self_modules_features_modules_8_modules_branch2_modules_2_modules_bn_parameters_weight_ = l_self_modules_features_modules_8_modules_branch2_modules_2_modules_bn_parameters_bias_ = (None) + x_92 = torch.nn.functional.relu(x_91, inplace=True) + x_91 = None + input_3 = torch._C._nn.avg_pool2d(out_4, 3, 1, 1, False, False, None) + out_4 = None + x_93 = torch.conv2d( + input_3, + l_self_modules_features_modules_8_modules_branch3_modules_1_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + input_3 = l_self_modules_features_modules_8_modules_branch3_modules_1_modules_conv_parameters_weight_ = (None) + x_94 = torch.nn.functional.batch_norm( + x_93, + l_self_modules_features_modules_8_modules_branch3_modules_1_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_8_modules_branch3_modules_1_modules_bn_buffers_running_var_, + l_self_modules_features_modules_8_modules_branch3_modules_1_modules_bn_parameters_weight_, + l_self_modules_features_modules_8_modules_branch3_modules_1_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_93 = l_self_modules_features_modules_8_modules_branch3_modules_1_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_8_modules_branch3_modules_1_modules_bn_buffers_running_var_ = l_self_modules_features_modules_8_modules_branch3_modules_1_modules_bn_parameters_weight_ = l_self_modules_features_modules_8_modules_branch3_modules_1_modules_bn_parameters_bias_ = (None) + x_95 = torch.nn.functional.relu(x_94, inplace=True) + x_94 = None + out_5 = torch.cat((x_77, x_83, x_92, x_95), 1) + x_77 = x_83 = x_92 = x_95 = None + x_96 = torch.conv2d( + out_5, + l_self_modules_features_modules_9_modules_branch0_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_features_modules_9_modules_branch0_modules_conv_parameters_weight_ = ( + None + ) + x_97 = torch.nn.functional.batch_norm( + x_96, + l_self_modules_features_modules_9_modules_branch0_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_9_modules_branch0_modules_bn_buffers_running_var_, + l_self_modules_features_modules_9_modules_branch0_modules_bn_parameters_weight_, + l_self_modules_features_modules_9_modules_branch0_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_96 = l_self_modules_features_modules_9_modules_branch0_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_9_modules_branch0_modules_bn_buffers_running_var_ = l_self_modules_features_modules_9_modules_branch0_modules_bn_parameters_weight_ = l_self_modules_features_modules_9_modules_branch0_modules_bn_parameters_bias_ = (None) + x_98 = torch.nn.functional.relu(x_97, inplace=True) + x_97 = None + x_99 = torch.conv2d( + out_5, + l_self_modules_features_modules_9_modules_branch1_modules_0_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_features_modules_9_modules_branch1_modules_0_modules_conv_parameters_weight_ = ( + None + ) + x_100 = torch.nn.functional.batch_norm( + x_99, + l_self_modules_features_modules_9_modules_branch1_modules_0_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_9_modules_branch1_modules_0_modules_bn_buffers_running_var_, + l_self_modules_features_modules_9_modules_branch1_modules_0_modules_bn_parameters_weight_, + l_self_modules_features_modules_9_modules_branch1_modules_0_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_99 = l_self_modules_features_modules_9_modules_branch1_modules_0_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_9_modules_branch1_modules_0_modules_bn_buffers_running_var_ = l_self_modules_features_modules_9_modules_branch1_modules_0_modules_bn_parameters_weight_ = l_self_modules_features_modules_9_modules_branch1_modules_0_modules_bn_parameters_bias_ = (None) + x_101 = torch.nn.functional.relu(x_100, inplace=True) + x_100 = None + x_102 = torch.conv2d( + x_101, + l_self_modules_features_modules_9_modules_branch1_modules_1_modules_conv_parameters_weight_, + None, + (1, 1), + (1, 1), + (1, 1), + 1, + ) + x_101 = l_self_modules_features_modules_9_modules_branch1_modules_1_modules_conv_parameters_weight_ = (None) + x_103 = torch.nn.functional.batch_norm( + x_102, + l_self_modules_features_modules_9_modules_branch1_modules_1_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_9_modules_branch1_modules_1_modules_bn_buffers_running_var_, + l_self_modules_features_modules_9_modules_branch1_modules_1_modules_bn_parameters_weight_, + l_self_modules_features_modules_9_modules_branch1_modules_1_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_102 = l_self_modules_features_modules_9_modules_branch1_modules_1_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_9_modules_branch1_modules_1_modules_bn_buffers_running_var_ = l_self_modules_features_modules_9_modules_branch1_modules_1_modules_bn_parameters_weight_ = l_self_modules_features_modules_9_modules_branch1_modules_1_modules_bn_parameters_bias_ = (None) + x_104 = torch.nn.functional.relu(x_103, inplace=True) + x_103 = None + x_105 = torch.conv2d( + out_5, + l_self_modules_features_modules_9_modules_branch2_modules_0_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_features_modules_9_modules_branch2_modules_0_modules_conv_parameters_weight_ = ( + None + ) + x_106 = torch.nn.functional.batch_norm( + x_105, + l_self_modules_features_modules_9_modules_branch2_modules_0_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_9_modules_branch2_modules_0_modules_bn_buffers_running_var_, + l_self_modules_features_modules_9_modules_branch2_modules_0_modules_bn_parameters_weight_, + l_self_modules_features_modules_9_modules_branch2_modules_0_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_105 = l_self_modules_features_modules_9_modules_branch2_modules_0_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_9_modules_branch2_modules_0_modules_bn_buffers_running_var_ = l_self_modules_features_modules_9_modules_branch2_modules_0_modules_bn_parameters_weight_ = l_self_modules_features_modules_9_modules_branch2_modules_0_modules_bn_parameters_bias_ = (None) + x_107 = torch.nn.functional.relu(x_106, inplace=True) + x_106 = None + x_108 = torch.conv2d( + x_107, + l_self_modules_features_modules_9_modules_branch2_modules_1_modules_conv_parameters_weight_, + None, + (1, 1), + (1, 1), + (1, 1), + 1, + ) + x_107 = l_self_modules_features_modules_9_modules_branch2_modules_1_modules_conv_parameters_weight_ = (None) + x_109 = torch.nn.functional.batch_norm( + x_108, + l_self_modules_features_modules_9_modules_branch2_modules_1_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_9_modules_branch2_modules_1_modules_bn_buffers_running_var_, + l_self_modules_features_modules_9_modules_branch2_modules_1_modules_bn_parameters_weight_, + l_self_modules_features_modules_9_modules_branch2_modules_1_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_108 = l_self_modules_features_modules_9_modules_branch2_modules_1_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_9_modules_branch2_modules_1_modules_bn_buffers_running_var_ = l_self_modules_features_modules_9_modules_branch2_modules_1_modules_bn_parameters_weight_ = l_self_modules_features_modules_9_modules_branch2_modules_1_modules_bn_parameters_bias_ = (None) + x_110 = torch.nn.functional.relu(x_109, inplace=True) + x_109 = None + x_111 = torch.conv2d( + x_110, + l_self_modules_features_modules_9_modules_branch2_modules_2_modules_conv_parameters_weight_, + None, + (1, 1), + (1, 1), + (1, 1), + 1, + ) + x_110 = l_self_modules_features_modules_9_modules_branch2_modules_2_modules_conv_parameters_weight_ = (None) + x_112 = torch.nn.functional.batch_norm( + x_111, + l_self_modules_features_modules_9_modules_branch2_modules_2_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_9_modules_branch2_modules_2_modules_bn_buffers_running_var_, + l_self_modules_features_modules_9_modules_branch2_modules_2_modules_bn_parameters_weight_, + l_self_modules_features_modules_9_modules_branch2_modules_2_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_111 = l_self_modules_features_modules_9_modules_branch2_modules_2_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_9_modules_branch2_modules_2_modules_bn_buffers_running_var_ = l_self_modules_features_modules_9_modules_branch2_modules_2_modules_bn_parameters_weight_ = l_self_modules_features_modules_9_modules_branch2_modules_2_modules_bn_parameters_bias_ = (None) + x_113 = torch.nn.functional.relu(x_112, inplace=True) + x_112 = None + input_4 = torch._C._nn.avg_pool2d(out_5, 3, 1, 1, False, False, None) + out_5 = None + x_114 = torch.conv2d( + input_4, + l_self_modules_features_modules_9_modules_branch3_modules_1_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + input_4 = l_self_modules_features_modules_9_modules_branch3_modules_1_modules_conv_parameters_weight_ = (None) + x_115 = torch.nn.functional.batch_norm( + x_114, + l_self_modules_features_modules_9_modules_branch3_modules_1_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_9_modules_branch3_modules_1_modules_bn_buffers_running_var_, + l_self_modules_features_modules_9_modules_branch3_modules_1_modules_bn_parameters_weight_, + l_self_modules_features_modules_9_modules_branch3_modules_1_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_114 = l_self_modules_features_modules_9_modules_branch3_modules_1_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_9_modules_branch3_modules_1_modules_bn_buffers_running_var_ = l_self_modules_features_modules_9_modules_branch3_modules_1_modules_bn_parameters_weight_ = l_self_modules_features_modules_9_modules_branch3_modules_1_modules_bn_parameters_bias_ = (None) + x_116 = torch.nn.functional.relu(x_115, inplace=True) + x_115 = None + out_6 = torch.cat((x_98, x_104, x_113, x_116), 1) + x_98 = x_104 = x_113 = x_116 = None + x_117 = torch.conv2d( + out_6, + l_self_modules_features_modules_10_modules_branch0_modules_conv_parameters_weight_, + None, + (2, 2), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_features_modules_10_modules_branch0_modules_conv_parameters_weight_ = ( + None + ) + x_118 = torch.nn.functional.batch_norm( + x_117, + l_self_modules_features_modules_10_modules_branch0_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_10_modules_branch0_modules_bn_buffers_running_var_, + l_self_modules_features_modules_10_modules_branch0_modules_bn_parameters_weight_, + l_self_modules_features_modules_10_modules_branch0_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_117 = l_self_modules_features_modules_10_modules_branch0_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_10_modules_branch0_modules_bn_buffers_running_var_ = l_self_modules_features_modules_10_modules_branch0_modules_bn_parameters_weight_ = l_self_modules_features_modules_10_modules_branch0_modules_bn_parameters_bias_ = (None) + x_119 = torch.nn.functional.relu(x_118, inplace=True) + x_118 = None + x_120 = torch.conv2d( + out_6, + l_self_modules_features_modules_10_modules_branch1_modules_0_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_features_modules_10_modules_branch1_modules_0_modules_conv_parameters_weight_ = ( + None + ) + x_121 = torch.nn.functional.batch_norm( + x_120, + l_self_modules_features_modules_10_modules_branch1_modules_0_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_10_modules_branch1_modules_0_modules_bn_buffers_running_var_, + l_self_modules_features_modules_10_modules_branch1_modules_0_modules_bn_parameters_weight_, + l_self_modules_features_modules_10_modules_branch1_modules_0_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_120 = l_self_modules_features_modules_10_modules_branch1_modules_0_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_10_modules_branch1_modules_0_modules_bn_buffers_running_var_ = l_self_modules_features_modules_10_modules_branch1_modules_0_modules_bn_parameters_weight_ = l_self_modules_features_modules_10_modules_branch1_modules_0_modules_bn_parameters_bias_ = (None) + x_122 = torch.nn.functional.relu(x_121, inplace=True) + x_121 = None + x_123 = torch.conv2d( + x_122, + l_self_modules_features_modules_10_modules_branch1_modules_1_modules_conv_parameters_weight_, + None, + (1, 1), + (1, 1), + (1, 1), + 1, + ) + x_122 = l_self_modules_features_modules_10_modules_branch1_modules_1_modules_conv_parameters_weight_ = (None) + x_124 = torch.nn.functional.batch_norm( + x_123, + l_self_modules_features_modules_10_modules_branch1_modules_1_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_10_modules_branch1_modules_1_modules_bn_buffers_running_var_, + l_self_modules_features_modules_10_modules_branch1_modules_1_modules_bn_parameters_weight_, + l_self_modules_features_modules_10_modules_branch1_modules_1_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_123 = l_self_modules_features_modules_10_modules_branch1_modules_1_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_10_modules_branch1_modules_1_modules_bn_buffers_running_var_ = l_self_modules_features_modules_10_modules_branch1_modules_1_modules_bn_parameters_weight_ = l_self_modules_features_modules_10_modules_branch1_modules_1_modules_bn_parameters_bias_ = (None) + x_125 = torch.nn.functional.relu(x_124, inplace=True) + x_124 = None + x_126 = torch.conv2d( + x_125, + l_self_modules_features_modules_10_modules_branch1_modules_2_modules_conv_parameters_weight_, + None, + (2, 2), + (0, 0), + (1, 1), + 1, + ) + x_125 = l_self_modules_features_modules_10_modules_branch1_modules_2_modules_conv_parameters_weight_ = (None) + x_127 = torch.nn.functional.batch_norm( + x_126, + l_self_modules_features_modules_10_modules_branch1_modules_2_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_10_modules_branch1_modules_2_modules_bn_buffers_running_var_, + l_self_modules_features_modules_10_modules_branch1_modules_2_modules_bn_parameters_weight_, + l_self_modules_features_modules_10_modules_branch1_modules_2_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_126 = l_self_modules_features_modules_10_modules_branch1_modules_2_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_10_modules_branch1_modules_2_modules_bn_buffers_running_var_ = l_self_modules_features_modules_10_modules_branch1_modules_2_modules_bn_parameters_weight_ = l_self_modules_features_modules_10_modules_branch1_modules_2_modules_bn_parameters_bias_ = (None) + x_128 = torch.nn.functional.relu(x_127, inplace=True) + x_127 = None + x2 = torch.nn.functional.max_pool2d( + out_6, 3, 2, 0, 1, ceil_mode=False, return_indices=False + ) + out_6 = None + out_7 = torch.cat((x_119, x_128, x2), 1) + x_119 = x_128 = x2 = None + x_129 = torch.conv2d( + out_7, + l_self_modules_features_modules_11_modules_branch0_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_features_modules_11_modules_branch0_modules_conv_parameters_weight_ = ( + None + ) + x_130 = torch.nn.functional.batch_norm( + x_129, + l_self_modules_features_modules_11_modules_branch0_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_11_modules_branch0_modules_bn_buffers_running_var_, + l_self_modules_features_modules_11_modules_branch0_modules_bn_parameters_weight_, + l_self_modules_features_modules_11_modules_branch0_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_129 = l_self_modules_features_modules_11_modules_branch0_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_11_modules_branch0_modules_bn_buffers_running_var_ = l_self_modules_features_modules_11_modules_branch0_modules_bn_parameters_weight_ = l_self_modules_features_modules_11_modules_branch0_modules_bn_parameters_bias_ = (None) + x_131 = torch.nn.functional.relu(x_130, inplace=True) + x_130 = None + x_132 = torch.conv2d( + out_7, + l_self_modules_features_modules_11_modules_branch1_modules_0_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_features_modules_11_modules_branch1_modules_0_modules_conv_parameters_weight_ = ( + None + ) + x_133 = torch.nn.functional.batch_norm( + x_132, + l_self_modules_features_modules_11_modules_branch1_modules_0_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_11_modules_branch1_modules_0_modules_bn_buffers_running_var_, + l_self_modules_features_modules_11_modules_branch1_modules_0_modules_bn_parameters_weight_, + l_self_modules_features_modules_11_modules_branch1_modules_0_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_132 = l_self_modules_features_modules_11_modules_branch1_modules_0_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_11_modules_branch1_modules_0_modules_bn_buffers_running_var_ = l_self_modules_features_modules_11_modules_branch1_modules_0_modules_bn_parameters_weight_ = l_self_modules_features_modules_11_modules_branch1_modules_0_modules_bn_parameters_bias_ = (None) + x_134 = torch.nn.functional.relu(x_133, inplace=True) + x_133 = None + x_135 = torch.conv2d( + x_134, + l_self_modules_features_modules_11_modules_branch1_modules_1_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 3), + (1, 1), + 1, + ) + x_134 = l_self_modules_features_modules_11_modules_branch1_modules_1_modules_conv_parameters_weight_ = (None) + x_136 = torch.nn.functional.batch_norm( + x_135, + l_self_modules_features_modules_11_modules_branch1_modules_1_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_11_modules_branch1_modules_1_modules_bn_buffers_running_var_, + l_self_modules_features_modules_11_modules_branch1_modules_1_modules_bn_parameters_weight_, + l_self_modules_features_modules_11_modules_branch1_modules_1_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_135 = l_self_modules_features_modules_11_modules_branch1_modules_1_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_11_modules_branch1_modules_1_modules_bn_buffers_running_var_ = l_self_modules_features_modules_11_modules_branch1_modules_1_modules_bn_parameters_weight_ = l_self_modules_features_modules_11_modules_branch1_modules_1_modules_bn_parameters_bias_ = (None) + x_137 = torch.nn.functional.relu(x_136, inplace=True) + x_136 = None + x_138 = torch.conv2d( + x_137, + l_self_modules_features_modules_11_modules_branch1_modules_2_modules_conv_parameters_weight_, + None, + (1, 1), + (3, 0), + (1, 1), + 1, + ) + x_137 = l_self_modules_features_modules_11_modules_branch1_modules_2_modules_conv_parameters_weight_ = (None) + x_139 = torch.nn.functional.batch_norm( + x_138, + l_self_modules_features_modules_11_modules_branch1_modules_2_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_11_modules_branch1_modules_2_modules_bn_buffers_running_var_, + l_self_modules_features_modules_11_modules_branch1_modules_2_modules_bn_parameters_weight_, + l_self_modules_features_modules_11_modules_branch1_modules_2_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_138 = l_self_modules_features_modules_11_modules_branch1_modules_2_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_11_modules_branch1_modules_2_modules_bn_buffers_running_var_ = l_self_modules_features_modules_11_modules_branch1_modules_2_modules_bn_parameters_weight_ = l_self_modules_features_modules_11_modules_branch1_modules_2_modules_bn_parameters_bias_ = (None) + x_140 = torch.nn.functional.relu(x_139, inplace=True) + x_139 = None + x_141 = torch.conv2d( + out_7, + l_self_modules_features_modules_11_modules_branch2_modules_0_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_features_modules_11_modules_branch2_modules_0_modules_conv_parameters_weight_ = ( + None + ) + x_142 = torch.nn.functional.batch_norm( + x_141, + l_self_modules_features_modules_11_modules_branch2_modules_0_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_11_modules_branch2_modules_0_modules_bn_buffers_running_var_, + l_self_modules_features_modules_11_modules_branch2_modules_0_modules_bn_parameters_weight_, + l_self_modules_features_modules_11_modules_branch2_modules_0_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_141 = l_self_modules_features_modules_11_modules_branch2_modules_0_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_11_modules_branch2_modules_0_modules_bn_buffers_running_var_ = l_self_modules_features_modules_11_modules_branch2_modules_0_modules_bn_parameters_weight_ = l_self_modules_features_modules_11_modules_branch2_modules_0_modules_bn_parameters_bias_ = (None) + x_143 = torch.nn.functional.relu(x_142, inplace=True) + x_142 = None + x_144 = torch.conv2d( + x_143, + l_self_modules_features_modules_11_modules_branch2_modules_1_modules_conv_parameters_weight_, + None, + (1, 1), + (3, 0), + (1, 1), + 1, + ) + x_143 = l_self_modules_features_modules_11_modules_branch2_modules_1_modules_conv_parameters_weight_ = (None) + x_145 = torch.nn.functional.batch_norm( + x_144, + l_self_modules_features_modules_11_modules_branch2_modules_1_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_11_modules_branch2_modules_1_modules_bn_buffers_running_var_, + l_self_modules_features_modules_11_modules_branch2_modules_1_modules_bn_parameters_weight_, + l_self_modules_features_modules_11_modules_branch2_modules_1_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_144 = l_self_modules_features_modules_11_modules_branch2_modules_1_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_11_modules_branch2_modules_1_modules_bn_buffers_running_var_ = l_self_modules_features_modules_11_modules_branch2_modules_1_modules_bn_parameters_weight_ = l_self_modules_features_modules_11_modules_branch2_modules_1_modules_bn_parameters_bias_ = (None) + x_146 = torch.nn.functional.relu(x_145, inplace=True) + x_145 = None + x_147 = torch.conv2d( + x_146, + l_self_modules_features_modules_11_modules_branch2_modules_2_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 3), + (1, 1), + 1, + ) + x_146 = l_self_modules_features_modules_11_modules_branch2_modules_2_modules_conv_parameters_weight_ = (None) + x_148 = torch.nn.functional.batch_norm( + x_147, + l_self_modules_features_modules_11_modules_branch2_modules_2_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_11_modules_branch2_modules_2_modules_bn_buffers_running_var_, + l_self_modules_features_modules_11_modules_branch2_modules_2_modules_bn_parameters_weight_, + l_self_modules_features_modules_11_modules_branch2_modules_2_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_147 = l_self_modules_features_modules_11_modules_branch2_modules_2_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_11_modules_branch2_modules_2_modules_bn_buffers_running_var_ = l_self_modules_features_modules_11_modules_branch2_modules_2_modules_bn_parameters_weight_ = l_self_modules_features_modules_11_modules_branch2_modules_2_modules_bn_parameters_bias_ = (None) + x_149 = torch.nn.functional.relu(x_148, inplace=True) + x_148 = None + x_150 = torch.conv2d( + x_149, + l_self_modules_features_modules_11_modules_branch2_modules_3_modules_conv_parameters_weight_, + None, + (1, 1), + (3, 0), + (1, 1), + 1, + ) + x_149 = l_self_modules_features_modules_11_modules_branch2_modules_3_modules_conv_parameters_weight_ = (None) + x_151 = torch.nn.functional.batch_norm( + x_150, + l_self_modules_features_modules_11_modules_branch2_modules_3_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_11_modules_branch2_modules_3_modules_bn_buffers_running_var_, + l_self_modules_features_modules_11_modules_branch2_modules_3_modules_bn_parameters_weight_, + l_self_modules_features_modules_11_modules_branch2_modules_3_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_150 = l_self_modules_features_modules_11_modules_branch2_modules_3_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_11_modules_branch2_modules_3_modules_bn_buffers_running_var_ = l_self_modules_features_modules_11_modules_branch2_modules_3_modules_bn_parameters_weight_ = l_self_modules_features_modules_11_modules_branch2_modules_3_modules_bn_parameters_bias_ = (None) + x_152 = torch.nn.functional.relu(x_151, inplace=True) + x_151 = None + x_153 = torch.conv2d( + x_152, + l_self_modules_features_modules_11_modules_branch2_modules_4_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 3), + (1, 1), + 1, + ) + x_152 = l_self_modules_features_modules_11_modules_branch2_modules_4_modules_conv_parameters_weight_ = (None) + x_154 = torch.nn.functional.batch_norm( + x_153, + l_self_modules_features_modules_11_modules_branch2_modules_4_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_11_modules_branch2_modules_4_modules_bn_buffers_running_var_, + l_self_modules_features_modules_11_modules_branch2_modules_4_modules_bn_parameters_weight_, + l_self_modules_features_modules_11_modules_branch2_modules_4_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_153 = l_self_modules_features_modules_11_modules_branch2_modules_4_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_11_modules_branch2_modules_4_modules_bn_buffers_running_var_ = l_self_modules_features_modules_11_modules_branch2_modules_4_modules_bn_parameters_weight_ = l_self_modules_features_modules_11_modules_branch2_modules_4_modules_bn_parameters_bias_ = (None) + x_155 = torch.nn.functional.relu(x_154, inplace=True) + x_154 = None + input_5 = torch._C._nn.avg_pool2d(out_7, 3, 1, 1, False, False, None) + out_7 = None + x_156 = torch.conv2d( + input_5, + l_self_modules_features_modules_11_modules_branch3_modules_1_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + input_5 = l_self_modules_features_modules_11_modules_branch3_modules_1_modules_conv_parameters_weight_ = (None) + x_157 = torch.nn.functional.batch_norm( + x_156, + l_self_modules_features_modules_11_modules_branch3_modules_1_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_11_modules_branch3_modules_1_modules_bn_buffers_running_var_, + l_self_modules_features_modules_11_modules_branch3_modules_1_modules_bn_parameters_weight_, + l_self_modules_features_modules_11_modules_branch3_modules_1_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_156 = l_self_modules_features_modules_11_modules_branch3_modules_1_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_11_modules_branch3_modules_1_modules_bn_buffers_running_var_ = l_self_modules_features_modules_11_modules_branch3_modules_1_modules_bn_parameters_weight_ = l_self_modules_features_modules_11_modules_branch3_modules_1_modules_bn_parameters_bias_ = (None) + x_158 = torch.nn.functional.relu(x_157, inplace=True) + x_157 = None + out_8 = torch.cat((x_131, x_140, x_155, x_158), 1) + x_131 = x_140 = x_155 = x_158 = None + x_159 = torch.conv2d( + out_8, + l_self_modules_features_modules_12_modules_branch0_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_features_modules_12_modules_branch0_modules_conv_parameters_weight_ = ( + None + ) + x_160 = torch.nn.functional.batch_norm( + x_159, + l_self_modules_features_modules_12_modules_branch0_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_12_modules_branch0_modules_bn_buffers_running_var_, + l_self_modules_features_modules_12_modules_branch0_modules_bn_parameters_weight_, + l_self_modules_features_modules_12_modules_branch0_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_159 = l_self_modules_features_modules_12_modules_branch0_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_12_modules_branch0_modules_bn_buffers_running_var_ = l_self_modules_features_modules_12_modules_branch0_modules_bn_parameters_weight_ = l_self_modules_features_modules_12_modules_branch0_modules_bn_parameters_bias_ = (None) + x_161 = torch.nn.functional.relu(x_160, inplace=True) + x_160 = None + x_162 = torch.conv2d( + out_8, + l_self_modules_features_modules_12_modules_branch1_modules_0_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_features_modules_12_modules_branch1_modules_0_modules_conv_parameters_weight_ = ( + None + ) + x_163 = torch.nn.functional.batch_norm( + x_162, + l_self_modules_features_modules_12_modules_branch1_modules_0_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_12_modules_branch1_modules_0_modules_bn_buffers_running_var_, + l_self_modules_features_modules_12_modules_branch1_modules_0_modules_bn_parameters_weight_, + l_self_modules_features_modules_12_modules_branch1_modules_0_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_162 = l_self_modules_features_modules_12_modules_branch1_modules_0_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_12_modules_branch1_modules_0_modules_bn_buffers_running_var_ = l_self_modules_features_modules_12_modules_branch1_modules_0_modules_bn_parameters_weight_ = l_self_modules_features_modules_12_modules_branch1_modules_0_modules_bn_parameters_bias_ = (None) + x_164 = torch.nn.functional.relu(x_163, inplace=True) + x_163 = None + x_165 = torch.conv2d( + x_164, + l_self_modules_features_modules_12_modules_branch1_modules_1_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 3), + (1, 1), + 1, + ) + x_164 = l_self_modules_features_modules_12_modules_branch1_modules_1_modules_conv_parameters_weight_ = (None) + x_166 = torch.nn.functional.batch_norm( + x_165, + l_self_modules_features_modules_12_modules_branch1_modules_1_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_12_modules_branch1_modules_1_modules_bn_buffers_running_var_, + l_self_modules_features_modules_12_modules_branch1_modules_1_modules_bn_parameters_weight_, + l_self_modules_features_modules_12_modules_branch1_modules_1_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_165 = l_self_modules_features_modules_12_modules_branch1_modules_1_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_12_modules_branch1_modules_1_modules_bn_buffers_running_var_ = l_self_modules_features_modules_12_modules_branch1_modules_1_modules_bn_parameters_weight_ = l_self_modules_features_modules_12_modules_branch1_modules_1_modules_bn_parameters_bias_ = (None) + x_167 = torch.nn.functional.relu(x_166, inplace=True) + x_166 = None + x_168 = torch.conv2d( + x_167, + l_self_modules_features_modules_12_modules_branch1_modules_2_modules_conv_parameters_weight_, + None, + (1, 1), + (3, 0), + (1, 1), + 1, + ) + x_167 = l_self_modules_features_modules_12_modules_branch1_modules_2_modules_conv_parameters_weight_ = (None) + x_169 = torch.nn.functional.batch_norm( + x_168, + l_self_modules_features_modules_12_modules_branch1_modules_2_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_12_modules_branch1_modules_2_modules_bn_buffers_running_var_, + l_self_modules_features_modules_12_modules_branch1_modules_2_modules_bn_parameters_weight_, + l_self_modules_features_modules_12_modules_branch1_modules_2_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_168 = l_self_modules_features_modules_12_modules_branch1_modules_2_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_12_modules_branch1_modules_2_modules_bn_buffers_running_var_ = l_self_modules_features_modules_12_modules_branch1_modules_2_modules_bn_parameters_weight_ = l_self_modules_features_modules_12_modules_branch1_modules_2_modules_bn_parameters_bias_ = (None) + x_170 = torch.nn.functional.relu(x_169, inplace=True) + x_169 = None + x_171 = torch.conv2d( + out_8, + l_self_modules_features_modules_12_modules_branch2_modules_0_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_features_modules_12_modules_branch2_modules_0_modules_conv_parameters_weight_ = ( + None + ) + x_172 = torch.nn.functional.batch_norm( + x_171, + l_self_modules_features_modules_12_modules_branch2_modules_0_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_12_modules_branch2_modules_0_modules_bn_buffers_running_var_, + l_self_modules_features_modules_12_modules_branch2_modules_0_modules_bn_parameters_weight_, + l_self_modules_features_modules_12_modules_branch2_modules_0_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_171 = l_self_modules_features_modules_12_modules_branch2_modules_0_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_12_modules_branch2_modules_0_modules_bn_buffers_running_var_ = l_self_modules_features_modules_12_modules_branch2_modules_0_modules_bn_parameters_weight_ = l_self_modules_features_modules_12_modules_branch2_modules_0_modules_bn_parameters_bias_ = (None) + x_173 = torch.nn.functional.relu(x_172, inplace=True) + x_172 = None + x_174 = torch.conv2d( + x_173, + l_self_modules_features_modules_12_modules_branch2_modules_1_modules_conv_parameters_weight_, + None, + (1, 1), + (3, 0), + (1, 1), + 1, + ) + x_173 = l_self_modules_features_modules_12_modules_branch2_modules_1_modules_conv_parameters_weight_ = (None) + x_175 = torch.nn.functional.batch_norm( + x_174, + l_self_modules_features_modules_12_modules_branch2_modules_1_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_12_modules_branch2_modules_1_modules_bn_buffers_running_var_, + l_self_modules_features_modules_12_modules_branch2_modules_1_modules_bn_parameters_weight_, + l_self_modules_features_modules_12_modules_branch2_modules_1_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_174 = l_self_modules_features_modules_12_modules_branch2_modules_1_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_12_modules_branch2_modules_1_modules_bn_buffers_running_var_ = l_self_modules_features_modules_12_modules_branch2_modules_1_modules_bn_parameters_weight_ = l_self_modules_features_modules_12_modules_branch2_modules_1_modules_bn_parameters_bias_ = (None) + x_176 = torch.nn.functional.relu(x_175, inplace=True) + x_175 = None + x_177 = torch.conv2d( + x_176, + l_self_modules_features_modules_12_modules_branch2_modules_2_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 3), + (1, 1), + 1, + ) + x_176 = l_self_modules_features_modules_12_modules_branch2_modules_2_modules_conv_parameters_weight_ = (None) + x_178 = torch.nn.functional.batch_norm( + x_177, + l_self_modules_features_modules_12_modules_branch2_modules_2_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_12_modules_branch2_modules_2_modules_bn_buffers_running_var_, + l_self_modules_features_modules_12_modules_branch2_modules_2_modules_bn_parameters_weight_, + l_self_modules_features_modules_12_modules_branch2_modules_2_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_177 = l_self_modules_features_modules_12_modules_branch2_modules_2_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_12_modules_branch2_modules_2_modules_bn_buffers_running_var_ = l_self_modules_features_modules_12_modules_branch2_modules_2_modules_bn_parameters_weight_ = l_self_modules_features_modules_12_modules_branch2_modules_2_modules_bn_parameters_bias_ = (None) + x_179 = torch.nn.functional.relu(x_178, inplace=True) + x_178 = None + x_180 = torch.conv2d( + x_179, + l_self_modules_features_modules_12_modules_branch2_modules_3_modules_conv_parameters_weight_, + None, + (1, 1), + (3, 0), + (1, 1), + 1, + ) + x_179 = l_self_modules_features_modules_12_modules_branch2_modules_3_modules_conv_parameters_weight_ = (None) + x_181 = torch.nn.functional.batch_norm( + x_180, + l_self_modules_features_modules_12_modules_branch2_modules_3_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_12_modules_branch2_modules_3_modules_bn_buffers_running_var_, + l_self_modules_features_modules_12_modules_branch2_modules_3_modules_bn_parameters_weight_, + l_self_modules_features_modules_12_modules_branch2_modules_3_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_180 = l_self_modules_features_modules_12_modules_branch2_modules_3_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_12_modules_branch2_modules_3_modules_bn_buffers_running_var_ = l_self_modules_features_modules_12_modules_branch2_modules_3_modules_bn_parameters_weight_ = l_self_modules_features_modules_12_modules_branch2_modules_3_modules_bn_parameters_bias_ = (None) + x_182 = torch.nn.functional.relu(x_181, inplace=True) + x_181 = None + x_183 = torch.conv2d( + x_182, + l_self_modules_features_modules_12_modules_branch2_modules_4_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 3), + (1, 1), + 1, + ) + x_182 = l_self_modules_features_modules_12_modules_branch2_modules_4_modules_conv_parameters_weight_ = (None) + x_184 = torch.nn.functional.batch_norm( + x_183, + l_self_modules_features_modules_12_modules_branch2_modules_4_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_12_modules_branch2_modules_4_modules_bn_buffers_running_var_, + l_self_modules_features_modules_12_modules_branch2_modules_4_modules_bn_parameters_weight_, + l_self_modules_features_modules_12_modules_branch2_modules_4_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_183 = l_self_modules_features_modules_12_modules_branch2_modules_4_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_12_modules_branch2_modules_4_modules_bn_buffers_running_var_ = l_self_modules_features_modules_12_modules_branch2_modules_4_modules_bn_parameters_weight_ = l_self_modules_features_modules_12_modules_branch2_modules_4_modules_bn_parameters_bias_ = (None) + x_185 = torch.nn.functional.relu(x_184, inplace=True) + x_184 = None + input_6 = torch._C._nn.avg_pool2d(out_8, 3, 1, 1, False, False, None) + out_8 = None + x_186 = torch.conv2d( + input_6, + l_self_modules_features_modules_12_modules_branch3_modules_1_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + input_6 = l_self_modules_features_modules_12_modules_branch3_modules_1_modules_conv_parameters_weight_ = (None) + x_187 = torch.nn.functional.batch_norm( + x_186, + l_self_modules_features_modules_12_modules_branch3_modules_1_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_12_modules_branch3_modules_1_modules_bn_buffers_running_var_, + l_self_modules_features_modules_12_modules_branch3_modules_1_modules_bn_parameters_weight_, + l_self_modules_features_modules_12_modules_branch3_modules_1_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_186 = l_self_modules_features_modules_12_modules_branch3_modules_1_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_12_modules_branch3_modules_1_modules_bn_buffers_running_var_ = l_self_modules_features_modules_12_modules_branch3_modules_1_modules_bn_parameters_weight_ = l_self_modules_features_modules_12_modules_branch3_modules_1_modules_bn_parameters_bias_ = (None) + x_188 = torch.nn.functional.relu(x_187, inplace=True) + x_187 = None + out_9 = torch.cat((x_161, x_170, x_185, x_188), 1) + x_161 = x_170 = x_185 = x_188 = None + x_189 = torch.conv2d( + out_9, + l_self_modules_features_modules_13_modules_branch0_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_features_modules_13_modules_branch0_modules_conv_parameters_weight_ = ( + None + ) + x_190 = torch.nn.functional.batch_norm( + x_189, + l_self_modules_features_modules_13_modules_branch0_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_13_modules_branch0_modules_bn_buffers_running_var_, + l_self_modules_features_modules_13_modules_branch0_modules_bn_parameters_weight_, + l_self_modules_features_modules_13_modules_branch0_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_189 = l_self_modules_features_modules_13_modules_branch0_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_13_modules_branch0_modules_bn_buffers_running_var_ = l_self_modules_features_modules_13_modules_branch0_modules_bn_parameters_weight_ = l_self_modules_features_modules_13_modules_branch0_modules_bn_parameters_bias_ = (None) + x_191 = torch.nn.functional.relu(x_190, inplace=True) + x_190 = None + x_192 = torch.conv2d( + out_9, + l_self_modules_features_modules_13_modules_branch1_modules_0_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_features_modules_13_modules_branch1_modules_0_modules_conv_parameters_weight_ = ( + None + ) + x_193 = torch.nn.functional.batch_norm( + x_192, + l_self_modules_features_modules_13_modules_branch1_modules_0_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_13_modules_branch1_modules_0_modules_bn_buffers_running_var_, + l_self_modules_features_modules_13_modules_branch1_modules_0_modules_bn_parameters_weight_, + l_self_modules_features_modules_13_modules_branch1_modules_0_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_192 = l_self_modules_features_modules_13_modules_branch1_modules_0_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_13_modules_branch1_modules_0_modules_bn_buffers_running_var_ = l_self_modules_features_modules_13_modules_branch1_modules_0_modules_bn_parameters_weight_ = l_self_modules_features_modules_13_modules_branch1_modules_0_modules_bn_parameters_bias_ = (None) + x_194 = torch.nn.functional.relu(x_193, inplace=True) + x_193 = None + x_195 = torch.conv2d( + x_194, + l_self_modules_features_modules_13_modules_branch1_modules_1_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 3), + (1, 1), + 1, + ) + x_194 = l_self_modules_features_modules_13_modules_branch1_modules_1_modules_conv_parameters_weight_ = (None) + x_196 = torch.nn.functional.batch_norm( + x_195, + l_self_modules_features_modules_13_modules_branch1_modules_1_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_13_modules_branch1_modules_1_modules_bn_buffers_running_var_, + l_self_modules_features_modules_13_modules_branch1_modules_1_modules_bn_parameters_weight_, + l_self_modules_features_modules_13_modules_branch1_modules_1_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_195 = l_self_modules_features_modules_13_modules_branch1_modules_1_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_13_modules_branch1_modules_1_modules_bn_buffers_running_var_ = l_self_modules_features_modules_13_modules_branch1_modules_1_modules_bn_parameters_weight_ = l_self_modules_features_modules_13_modules_branch1_modules_1_modules_bn_parameters_bias_ = (None) + x_197 = torch.nn.functional.relu(x_196, inplace=True) + x_196 = None + x_198 = torch.conv2d( + x_197, + l_self_modules_features_modules_13_modules_branch1_modules_2_modules_conv_parameters_weight_, + None, + (1, 1), + (3, 0), + (1, 1), + 1, + ) + x_197 = l_self_modules_features_modules_13_modules_branch1_modules_2_modules_conv_parameters_weight_ = (None) + x_199 = torch.nn.functional.batch_norm( + x_198, + l_self_modules_features_modules_13_modules_branch1_modules_2_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_13_modules_branch1_modules_2_modules_bn_buffers_running_var_, + l_self_modules_features_modules_13_modules_branch1_modules_2_modules_bn_parameters_weight_, + l_self_modules_features_modules_13_modules_branch1_modules_2_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_198 = l_self_modules_features_modules_13_modules_branch1_modules_2_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_13_modules_branch1_modules_2_modules_bn_buffers_running_var_ = l_self_modules_features_modules_13_modules_branch1_modules_2_modules_bn_parameters_weight_ = l_self_modules_features_modules_13_modules_branch1_modules_2_modules_bn_parameters_bias_ = (None) + x_200 = torch.nn.functional.relu(x_199, inplace=True) + x_199 = None + x_201 = torch.conv2d( + out_9, + l_self_modules_features_modules_13_modules_branch2_modules_0_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_features_modules_13_modules_branch2_modules_0_modules_conv_parameters_weight_ = ( + None + ) + x_202 = torch.nn.functional.batch_norm( + x_201, + l_self_modules_features_modules_13_modules_branch2_modules_0_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_13_modules_branch2_modules_0_modules_bn_buffers_running_var_, + l_self_modules_features_modules_13_modules_branch2_modules_0_modules_bn_parameters_weight_, + l_self_modules_features_modules_13_modules_branch2_modules_0_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_201 = l_self_modules_features_modules_13_modules_branch2_modules_0_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_13_modules_branch2_modules_0_modules_bn_buffers_running_var_ = l_self_modules_features_modules_13_modules_branch2_modules_0_modules_bn_parameters_weight_ = l_self_modules_features_modules_13_modules_branch2_modules_0_modules_bn_parameters_bias_ = (None) + x_203 = torch.nn.functional.relu(x_202, inplace=True) + x_202 = None + x_204 = torch.conv2d( + x_203, + l_self_modules_features_modules_13_modules_branch2_modules_1_modules_conv_parameters_weight_, + None, + (1, 1), + (3, 0), + (1, 1), + 1, + ) + x_203 = l_self_modules_features_modules_13_modules_branch2_modules_1_modules_conv_parameters_weight_ = (None) + x_205 = torch.nn.functional.batch_norm( + x_204, + l_self_modules_features_modules_13_modules_branch2_modules_1_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_13_modules_branch2_modules_1_modules_bn_buffers_running_var_, + l_self_modules_features_modules_13_modules_branch2_modules_1_modules_bn_parameters_weight_, + l_self_modules_features_modules_13_modules_branch2_modules_1_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_204 = l_self_modules_features_modules_13_modules_branch2_modules_1_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_13_modules_branch2_modules_1_modules_bn_buffers_running_var_ = l_self_modules_features_modules_13_modules_branch2_modules_1_modules_bn_parameters_weight_ = l_self_modules_features_modules_13_modules_branch2_modules_1_modules_bn_parameters_bias_ = (None) + x_206 = torch.nn.functional.relu(x_205, inplace=True) + x_205 = None + x_207 = torch.conv2d( + x_206, + l_self_modules_features_modules_13_modules_branch2_modules_2_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 3), + (1, 1), + 1, + ) + x_206 = l_self_modules_features_modules_13_modules_branch2_modules_2_modules_conv_parameters_weight_ = (None) + x_208 = torch.nn.functional.batch_norm( + x_207, + l_self_modules_features_modules_13_modules_branch2_modules_2_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_13_modules_branch2_modules_2_modules_bn_buffers_running_var_, + l_self_modules_features_modules_13_modules_branch2_modules_2_modules_bn_parameters_weight_, + l_self_modules_features_modules_13_modules_branch2_modules_2_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_207 = l_self_modules_features_modules_13_modules_branch2_modules_2_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_13_modules_branch2_modules_2_modules_bn_buffers_running_var_ = l_self_modules_features_modules_13_modules_branch2_modules_2_modules_bn_parameters_weight_ = l_self_modules_features_modules_13_modules_branch2_modules_2_modules_bn_parameters_bias_ = (None) + x_209 = torch.nn.functional.relu(x_208, inplace=True) + x_208 = None + x_210 = torch.conv2d( + x_209, + l_self_modules_features_modules_13_modules_branch2_modules_3_modules_conv_parameters_weight_, + None, + (1, 1), + (3, 0), + (1, 1), + 1, + ) + x_209 = l_self_modules_features_modules_13_modules_branch2_modules_3_modules_conv_parameters_weight_ = (None) + x_211 = torch.nn.functional.batch_norm( + x_210, + l_self_modules_features_modules_13_modules_branch2_modules_3_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_13_modules_branch2_modules_3_modules_bn_buffers_running_var_, + l_self_modules_features_modules_13_modules_branch2_modules_3_modules_bn_parameters_weight_, + l_self_modules_features_modules_13_modules_branch2_modules_3_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_210 = l_self_modules_features_modules_13_modules_branch2_modules_3_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_13_modules_branch2_modules_3_modules_bn_buffers_running_var_ = l_self_modules_features_modules_13_modules_branch2_modules_3_modules_bn_parameters_weight_ = l_self_modules_features_modules_13_modules_branch2_modules_3_modules_bn_parameters_bias_ = (None) + x_212 = torch.nn.functional.relu(x_211, inplace=True) + x_211 = None + x_213 = torch.conv2d( + x_212, + l_self_modules_features_modules_13_modules_branch2_modules_4_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 3), + (1, 1), + 1, + ) + x_212 = l_self_modules_features_modules_13_modules_branch2_modules_4_modules_conv_parameters_weight_ = (None) + x_214 = torch.nn.functional.batch_norm( + x_213, + l_self_modules_features_modules_13_modules_branch2_modules_4_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_13_modules_branch2_modules_4_modules_bn_buffers_running_var_, + l_self_modules_features_modules_13_modules_branch2_modules_4_modules_bn_parameters_weight_, + l_self_modules_features_modules_13_modules_branch2_modules_4_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_213 = l_self_modules_features_modules_13_modules_branch2_modules_4_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_13_modules_branch2_modules_4_modules_bn_buffers_running_var_ = l_self_modules_features_modules_13_modules_branch2_modules_4_modules_bn_parameters_weight_ = l_self_modules_features_modules_13_modules_branch2_modules_4_modules_bn_parameters_bias_ = (None) + x_215 = torch.nn.functional.relu(x_214, inplace=True) + x_214 = None + input_7 = torch._C._nn.avg_pool2d(out_9, 3, 1, 1, False, False, None) + out_9 = None + x_216 = torch.conv2d( + input_7, + l_self_modules_features_modules_13_modules_branch3_modules_1_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + input_7 = l_self_modules_features_modules_13_modules_branch3_modules_1_modules_conv_parameters_weight_ = (None) + x_217 = torch.nn.functional.batch_norm( + x_216, + l_self_modules_features_modules_13_modules_branch3_modules_1_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_13_modules_branch3_modules_1_modules_bn_buffers_running_var_, + l_self_modules_features_modules_13_modules_branch3_modules_1_modules_bn_parameters_weight_, + l_self_modules_features_modules_13_modules_branch3_modules_1_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_216 = l_self_modules_features_modules_13_modules_branch3_modules_1_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_13_modules_branch3_modules_1_modules_bn_buffers_running_var_ = l_self_modules_features_modules_13_modules_branch3_modules_1_modules_bn_parameters_weight_ = l_self_modules_features_modules_13_modules_branch3_modules_1_modules_bn_parameters_bias_ = (None) + x_218 = torch.nn.functional.relu(x_217, inplace=True) + x_217 = None + out_10 = torch.cat((x_191, x_200, x_215, x_218), 1) + x_191 = x_200 = x_215 = x_218 = None + x_219 = torch.conv2d( + out_10, + l_self_modules_features_modules_14_modules_branch0_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_features_modules_14_modules_branch0_modules_conv_parameters_weight_ = ( + None + ) + x_220 = torch.nn.functional.batch_norm( + x_219, + l_self_modules_features_modules_14_modules_branch0_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_14_modules_branch0_modules_bn_buffers_running_var_, + l_self_modules_features_modules_14_modules_branch0_modules_bn_parameters_weight_, + l_self_modules_features_modules_14_modules_branch0_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_219 = l_self_modules_features_modules_14_modules_branch0_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_14_modules_branch0_modules_bn_buffers_running_var_ = l_self_modules_features_modules_14_modules_branch0_modules_bn_parameters_weight_ = l_self_modules_features_modules_14_modules_branch0_modules_bn_parameters_bias_ = (None) + x_221 = torch.nn.functional.relu(x_220, inplace=True) + x_220 = None + x_222 = torch.conv2d( + out_10, + l_self_modules_features_modules_14_modules_branch1_modules_0_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_features_modules_14_modules_branch1_modules_0_modules_conv_parameters_weight_ = ( + None + ) + x_223 = torch.nn.functional.batch_norm( + x_222, + l_self_modules_features_modules_14_modules_branch1_modules_0_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_14_modules_branch1_modules_0_modules_bn_buffers_running_var_, + l_self_modules_features_modules_14_modules_branch1_modules_0_modules_bn_parameters_weight_, + l_self_modules_features_modules_14_modules_branch1_modules_0_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_222 = l_self_modules_features_modules_14_modules_branch1_modules_0_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_14_modules_branch1_modules_0_modules_bn_buffers_running_var_ = l_self_modules_features_modules_14_modules_branch1_modules_0_modules_bn_parameters_weight_ = l_self_modules_features_modules_14_modules_branch1_modules_0_modules_bn_parameters_bias_ = (None) + x_224 = torch.nn.functional.relu(x_223, inplace=True) + x_223 = None + x_225 = torch.conv2d( + x_224, + l_self_modules_features_modules_14_modules_branch1_modules_1_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 3), + (1, 1), + 1, + ) + x_224 = l_self_modules_features_modules_14_modules_branch1_modules_1_modules_conv_parameters_weight_ = (None) + x_226 = torch.nn.functional.batch_norm( + x_225, + l_self_modules_features_modules_14_modules_branch1_modules_1_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_14_modules_branch1_modules_1_modules_bn_buffers_running_var_, + l_self_modules_features_modules_14_modules_branch1_modules_1_modules_bn_parameters_weight_, + l_self_modules_features_modules_14_modules_branch1_modules_1_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_225 = l_self_modules_features_modules_14_modules_branch1_modules_1_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_14_modules_branch1_modules_1_modules_bn_buffers_running_var_ = l_self_modules_features_modules_14_modules_branch1_modules_1_modules_bn_parameters_weight_ = l_self_modules_features_modules_14_modules_branch1_modules_1_modules_bn_parameters_bias_ = (None) + x_227 = torch.nn.functional.relu(x_226, inplace=True) + x_226 = None + x_228 = torch.conv2d( + x_227, + l_self_modules_features_modules_14_modules_branch1_modules_2_modules_conv_parameters_weight_, + None, + (1, 1), + (3, 0), + (1, 1), + 1, + ) + x_227 = l_self_modules_features_modules_14_modules_branch1_modules_2_modules_conv_parameters_weight_ = (None) + x_229 = torch.nn.functional.batch_norm( + x_228, + l_self_modules_features_modules_14_modules_branch1_modules_2_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_14_modules_branch1_modules_2_modules_bn_buffers_running_var_, + l_self_modules_features_modules_14_modules_branch1_modules_2_modules_bn_parameters_weight_, + l_self_modules_features_modules_14_modules_branch1_modules_2_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_228 = l_self_modules_features_modules_14_modules_branch1_modules_2_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_14_modules_branch1_modules_2_modules_bn_buffers_running_var_ = l_self_modules_features_modules_14_modules_branch1_modules_2_modules_bn_parameters_weight_ = l_self_modules_features_modules_14_modules_branch1_modules_2_modules_bn_parameters_bias_ = (None) + x_230 = torch.nn.functional.relu(x_229, inplace=True) + x_229 = None + x_231 = torch.conv2d( + out_10, + l_self_modules_features_modules_14_modules_branch2_modules_0_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_features_modules_14_modules_branch2_modules_0_modules_conv_parameters_weight_ = ( + None + ) + x_232 = torch.nn.functional.batch_norm( + x_231, + l_self_modules_features_modules_14_modules_branch2_modules_0_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_14_modules_branch2_modules_0_modules_bn_buffers_running_var_, + l_self_modules_features_modules_14_modules_branch2_modules_0_modules_bn_parameters_weight_, + l_self_modules_features_modules_14_modules_branch2_modules_0_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_231 = l_self_modules_features_modules_14_modules_branch2_modules_0_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_14_modules_branch2_modules_0_modules_bn_buffers_running_var_ = l_self_modules_features_modules_14_modules_branch2_modules_0_modules_bn_parameters_weight_ = l_self_modules_features_modules_14_modules_branch2_modules_0_modules_bn_parameters_bias_ = (None) + x_233 = torch.nn.functional.relu(x_232, inplace=True) + x_232 = None + x_234 = torch.conv2d( + x_233, + l_self_modules_features_modules_14_modules_branch2_modules_1_modules_conv_parameters_weight_, + None, + (1, 1), + (3, 0), + (1, 1), + 1, + ) + x_233 = l_self_modules_features_modules_14_modules_branch2_modules_1_modules_conv_parameters_weight_ = (None) + x_235 = torch.nn.functional.batch_norm( + x_234, + l_self_modules_features_modules_14_modules_branch2_modules_1_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_14_modules_branch2_modules_1_modules_bn_buffers_running_var_, + l_self_modules_features_modules_14_modules_branch2_modules_1_modules_bn_parameters_weight_, + l_self_modules_features_modules_14_modules_branch2_modules_1_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_234 = l_self_modules_features_modules_14_modules_branch2_modules_1_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_14_modules_branch2_modules_1_modules_bn_buffers_running_var_ = l_self_modules_features_modules_14_modules_branch2_modules_1_modules_bn_parameters_weight_ = l_self_modules_features_modules_14_modules_branch2_modules_1_modules_bn_parameters_bias_ = (None) + x_236 = torch.nn.functional.relu(x_235, inplace=True) + x_235 = None + x_237 = torch.conv2d( + x_236, + l_self_modules_features_modules_14_modules_branch2_modules_2_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 3), + (1, 1), + 1, + ) + x_236 = l_self_modules_features_modules_14_modules_branch2_modules_2_modules_conv_parameters_weight_ = (None) + x_238 = torch.nn.functional.batch_norm( + x_237, + l_self_modules_features_modules_14_modules_branch2_modules_2_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_14_modules_branch2_modules_2_modules_bn_buffers_running_var_, + l_self_modules_features_modules_14_modules_branch2_modules_2_modules_bn_parameters_weight_, + l_self_modules_features_modules_14_modules_branch2_modules_2_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_237 = l_self_modules_features_modules_14_modules_branch2_modules_2_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_14_modules_branch2_modules_2_modules_bn_buffers_running_var_ = l_self_modules_features_modules_14_modules_branch2_modules_2_modules_bn_parameters_weight_ = l_self_modules_features_modules_14_modules_branch2_modules_2_modules_bn_parameters_bias_ = (None) + x_239 = torch.nn.functional.relu(x_238, inplace=True) + x_238 = None + x_240 = torch.conv2d( + x_239, + l_self_modules_features_modules_14_modules_branch2_modules_3_modules_conv_parameters_weight_, + None, + (1, 1), + (3, 0), + (1, 1), + 1, + ) + x_239 = l_self_modules_features_modules_14_modules_branch2_modules_3_modules_conv_parameters_weight_ = (None) + x_241 = torch.nn.functional.batch_norm( + x_240, + l_self_modules_features_modules_14_modules_branch2_modules_3_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_14_modules_branch2_modules_3_modules_bn_buffers_running_var_, + l_self_modules_features_modules_14_modules_branch2_modules_3_modules_bn_parameters_weight_, + l_self_modules_features_modules_14_modules_branch2_modules_3_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_240 = l_self_modules_features_modules_14_modules_branch2_modules_3_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_14_modules_branch2_modules_3_modules_bn_buffers_running_var_ = l_self_modules_features_modules_14_modules_branch2_modules_3_modules_bn_parameters_weight_ = l_self_modules_features_modules_14_modules_branch2_modules_3_modules_bn_parameters_bias_ = (None) + x_242 = torch.nn.functional.relu(x_241, inplace=True) + x_241 = None + x_243 = torch.conv2d( + x_242, + l_self_modules_features_modules_14_modules_branch2_modules_4_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 3), + (1, 1), + 1, + ) + x_242 = l_self_modules_features_modules_14_modules_branch2_modules_4_modules_conv_parameters_weight_ = (None) + x_244 = torch.nn.functional.batch_norm( + x_243, + l_self_modules_features_modules_14_modules_branch2_modules_4_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_14_modules_branch2_modules_4_modules_bn_buffers_running_var_, + l_self_modules_features_modules_14_modules_branch2_modules_4_modules_bn_parameters_weight_, + l_self_modules_features_modules_14_modules_branch2_modules_4_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_243 = l_self_modules_features_modules_14_modules_branch2_modules_4_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_14_modules_branch2_modules_4_modules_bn_buffers_running_var_ = l_self_modules_features_modules_14_modules_branch2_modules_4_modules_bn_parameters_weight_ = l_self_modules_features_modules_14_modules_branch2_modules_4_modules_bn_parameters_bias_ = (None) + x_245 = torch.nn.functional.relu(x_244, inplace=True) + x_244 = None + input_8 = torch._C._nn.avg_pool2d(out_10, 3, 1, 1, False, False, None) + out_10 = None + x_246 = torch.conv2d( + input_8, + l_self_modules_features_modules_14_modules_branch3_modules_1_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + input_8 = l_self_modules_features_modules_14_modules_branch3_modules_1_modules_conv_parameters_weight_ = (None) + x_247 = torch.nn.functional.batch_norm( + x_246, + l_self_modules_features_modules_14_modules_branch3_modules_1_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_14_modules_branch3_modules_1_modules_bn_buffers_running_var_, + l_self_modules_features_modules_14_modules_branch3_modules_1_modules_bn_parameters_weight_, + l_self_modules_features_modules_14_modules_branch3_modules_1_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_246 = l_self_modules_features_modules_14_modules_branch3_modules_1_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_14_modules_branch3_modules_1_modules_bn_buffers_running_var_ = l_self_modules_features_modules_14_modules_branch3_modules_1_modules_bn_parameters_weight_ = l_self_modules_features_modules_14_modules_branch3_modules_1_modules_bn_parameters_bias_ = (None) + x_248 = torch.nn.functional.relu(x_247, inplace=True) + x_247 = None + out_11 = torch.cat((x_221, x_230, x_245, x_248), 1) + x_221 = x_230 = x_245 = x_248 = None + x_249 = torch.conv2d( + out_11, + l_self_modules_features_modules_15_modules_branch0_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_features_modules_15_modules_branch0_modules_conv_parameters_weight_ = ( + None + ) + x_250 = torch.nn.functional.batch_norm( + x_249, + l_self_modules_features_modules_15_modules_branch0_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_15_modules_branch0_modules_bn_buffers_running_var_, + l_self_modules_features_modules_15_modules_branch0_modules_bn_parameters_weight_, + l_self_modules_features_modules_15_modules_branch0_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_249 = l_self_modules_features_modules_15_modules_branch0_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_15_modules_branch0_modules_bn_buffers_running_var_ = l_self_modules_features_modules_15_modules_branch0_modules_bn_parameters_weight_ = l_self_modules_features_modules_15_modules_branch0_modules_bn_parameters_bias_ = (None) + x_251 = torch.nn.functional.relu(x_250, inplace=True) + x_250 = None + x_252 = torch.conv2d( + out_11, + l_self_modules_features_modules_15_modules_branch1_modules_0_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_features_modules_15_modules_branch1_modules_0_modules_conv_parameters_weight_ = ( + None + ) + x_253 = torch.nn.functional.batch_norm( + x_252, + l_self_modules_features_modules_15_modules_branch1_modules_0_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_15_modules_branch1_modules_0_modules_bn_buffers_running_var_, + l_self_modules_features_modules_15_modules_branch1_modules_0_modules_bn_parameters_weight_, + l_self_modules_features_modules_15_modules_branch1_modules_0_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_252 = l_self_modules_features_modules_15_modules_branch1_modules_0_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_15_modules_branch1_modules_0_modules_bn_buffers_running_var_ = l_self_modules_features_modules_15_modules_branch1_modules_0_modules_bn_parameters_weight_ = l_self_modules_features_modules_15_modules_branch1_modules_0_modules_bn_parameters_bias_ = (None) + x_254 = torch.nn.functional.relu(x_253, inplace=True) + x_253 = None + x_255 = torch.conv2d( + x_254, + l_self_modules_features_modules_15_modules_branch1_modules_1_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 3), + (1, 1), + 1, + ) + x_254 = l_self_modules_features_modules_15_modules_branch1_modules_1_modules_conv_parameters_weight_ = (None) + x_256 = torch.nn.functional.batch_norm( + x_255, + l_self_modules_features_modules_15_modules_branch1_modules_1_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_15_modules_branch1_modules_1_modules_bn_buffers_running_var_, + l_self_modules_features_modules_15_modules_branch1_modules_1_modules_bn_parameters_weight_, + l_self_modules_features_modules_15_modules_branch1_modules_1_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_255 = l_self_modules_features_modules_15_modules_branch1_modules_1_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_15_modules_branch1_modules_1_modules_bn_buffers_running_var_ = l_self_modules_features_modules_15_modules_branch1_modules_1_modules_bn_parameters_weight_ = l_self_modules_features_modules_15_modules_branch1_modules_1_modules_bn_parameters_bias_ = (None) + x_257 = torch.nn.functional.relu(x_256, inplace=True) + x_256 = None + x_258 = torch.conv2d( + x_257, + l_self_modules_features_modules_15_modules_branch1_modules_2_modules_conv_parameters_weight_, + None, + (1, 1), + (3, 0), + (1, 1), + 1, + ) + x_257 = l_self_modules_features_modules_15_modules_branch1_modules_2_modules_conv_parameters_weight_ = (None) + x_259 = torch.nn.functional.batch_norm( + x_258, + l_self_modules_features_modules_15_modules_branch1_modules_2_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_15_modules_branch1_modules_2_modules_bn_buffers_running_var_, + l_self_modules_features_modules_15_modules_branch1_modules_2_modules_bn_parameters_weight_, + l_self_modules_features_modules_15_modules_branch1_modules_2_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_258 = l_self_modules_features_modules_15_modules_branch1_modules_2_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_15_modules_branch1_modules_2_modules_bn_buffers_running_var_ = l_self_modules_features_modules_15_modules_branch1_modules_2_modules_bn_parameters_weight_ = l_self_modules_features_modules_15_modules_branch1_modules_2_modules_bn_parameters_bias_ = (None) + x_260 = torch.nn.functional.relu(x_259, inplace=True) + x_259 = None + x_261 = torch.conv2d( + out_11, + l_self_modules_features_modules_15_modules_branch2_modules_0_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_features_modules_15_modules_branch2_modules_0_modules_conv_parameters_weight_ = ( + None + ) + x_262 = torch.nn.functional.batch_norm( + x_261, + l_self_modules_features_modules_15_modules_branch2_modules_0_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_15_modules_branch2_modules_0_modules_bn_buffers_running_var_, + l_self_modules_features_modules_15_modules_branch2_modules_0_modules_bn_parameters_weight_, + l_self_modules_features_modules_15_modules_branch2_modules_0_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_261 = l_self_modules_features_modules_15_modules_branch2_modules_0_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_15_modules_branch2_modules_0_modules_bn_buffers_running_var_ = l_self_modules_features_modules_15_modules_branch2_modules_0_modules_bn_parameters_weight_ = l_self_modules_features_modules_15_modules_branch2_modules_0_modules_bn_parameters_bias_ = (None) + x_263 = torch.nn.functional.relu(x_262, inplace=True) + x_262 = None + x_264 = torch.conv2d( + x_263, + l_self_modules_features_modules_15_modules_branch2_modules_1_modules_conv_parameters_weight_, + None, + (1, 1), + (3, 0), + (1, 1), + 1, + ) + x_263 = l_self_modules_features_modules_15_modules_branch2_modules_1_modules_conv_parameters_weight_ = (None) + x_265 = torch.nn.functional.batch_norm( + x_264, + l_self_modules_features_modules_15_modules_branch2_modules_1_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_15_modules_branch2_modules_1_modules_bn_buffers_running_var_, + l_self_modules_features_modules_15_modules_branch2_modules_1_modules_bn_parameters_weight_, + l_self_modules_features_modules_15_modules_branch2_modules_1_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_264 = l_self_modules_features_modules_15_modules_branch2_modules_1_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_15_modules_branch2_modules_1_modules_bn_buffers_running_var_ = l_self_modules_features_modules_15_modules_branch2_modules_1_modules_bn_parameters_weight_ = l_self_modules_features_modules_15_modules_branch2_modules_1_modules_bn_parameters_bias_ = (None) + x_266 = torch.nn.functional.relu(x_265, inplace=True) + x_265 = None + x_267 = torch.conv2d( + x_266, + l_self_modules_features_modules_15_modules_branch2_modules_2_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 3), + (1, 1), + 1, + ) + x_266 = l_self_modules_features_modules_15_modules_branch2_modules_2_modules_conv_parameters_weight_ = (None) + x_268 = torch.nn.functional.batch_norm( + x_267, + l_self_modules_features_modules_15_modules_branch2_modules_2_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_15_modules_branch2_modules_2_modules_bn_buffers_running_var_, + l_self_modules_features_modules_15_modules_branch2_modules_2_modules_bn_parameters_weight_, + l_self_modules_features_modules_15_modules_branch2_modules_2_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_267 = l_self_modules_features_modules_15_modules_branch2_modules_2_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_15_modules_branch2_modules_2_modules_bn_buffers_running_var_ = l_self_modules_features_modules_15_modules_branch2_modules_2_modules_bn_parameters_weight_ = l_self_modules_features_modules_15_modules_branch2_modules_2_modules_bn_parameters_bias_ = (None) + x_269 = torch.nn.functional.relu(x_268, inplace=True) + x_268 = None + x_270 = torch.conv2d( + x_269, + l_self_modules_features_modules_15_modules_branch2_modules_3_modules_conv_parameters_weight_, + None, + (1, 1), + (3, 0), + (1, 1), + 1, + ) + x_269 = l_self_modules_features_modules_15_modules_branch2_modules_3_modules_conv_parameters_weight_ = (None) + x_271 = torch.nn.functional.batch_norm( + x_270, + l_self_modules_features_modules_15_modules_branch2_modules_3_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_15_modules_branch2_modules_3_modules_bn_buffers_running_var_, + l_self_modules_features_modules_15_modules_branch2_modules_3_modules_bn_parameters_weight_, + l_self_modules_features_modules_15_modules_branch2_modules_3_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_270 = l_self_modules_features_modules_15_modules_branch2_modules_3_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_15_modules_branch2_modules_3_modules_bn_buffers_running_var_ = l_self_modules_features_modules_15_modules_branch2_modules_3_modules_bn_parameters_weight_ = l_self_modules_features_modules_15_modules_branch2_modules_3_modules_bn_parameters_bias_ = (None) + x_272 = torch.nn.functional.relu(x_271, inplace=True) + x_271 = None + x_273 = torch.conv2d( + x_272, + l_self_modules_features_modules_15_modules_branch2_modules_4_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 3), + (1, 1), + 1, + ) + x_272 = l_self_modules_features_modules_15_modules_branch2_modules_4_modules_conv_parameters_weight_ = (None) + x_274 = torch.nn.functional.batch_norm( + x_273, + l_self_modules_features_modules_15_modules_branch2_modules_4_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_15_modules_branch2_modules_4_modules_bn_buffers_running_var_, + l_self_modules_features_modules_15_modules_branch2_modules_4_modules_bn_parameters_weight_, + l_self_modules_features_modules_15_modules_branch2_modules_4_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_273 = l_self_modules_features_modules_15_modules_branch2_modules_4_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_15_modules_branch2_modules_4_modules_bn_buffers_running_var_ = l_self_modules_features_modules_15_modules_branch2_modules_4_modules_bn_parameters_weight_ = l_self_modules_features_modules_15_modules_branch2_modules_4_modules_bn_parameters_bias_ = (None) + x_275 = torch.nn.functional.relu(x_274, inplace=True) + x_274 = None + input_9 = torch._C._nn.avg_pool2d(out_11, 3, 1, 1, False, False, None) + out_11 = None + x_276 = torch.conv2d( + input_9, + l_self_modules_features_modules_15_modules_branch3_modules_1_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + input_9 = l_self_modules_features_modules_15_modules_branch3_modules_1_modules_conv_parameters_weight_ = (None) + x_277 = torch.nn.functional.batch_norm( + x_276, + l_self_modules_features_modules_15_modules_branch3_modules_1_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_15_modules_branch3_modules_1_modules_bn_buffers_running_var_, + l_self_modules_features_modules_15_modules_branch3_modules_1_modules_bn_parameters_weight_, + l_self_modules_features_modules_15_modules_branch3_modules_1_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_276 = l_self_modules_features_modules_15_modules_branch3_modules_1_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_15_modules_branch3_modules_1_modules_bn_buffers_running_var_ = l_self_modules_features_modules_15_modules_branch3_modules_1_modules_bn_parameters_weight_ = l_self_modules_features_modules_15_modules_branch3_modules_1_modules_bn_parameters_bias_ = (None) + x_278 = torch.nn.functional.relu(x_277, inplace=True) + x_277 = None + out_12 = torch.cat((x_251, x_260, x_275, x_278), 1) + x_251 = x_260 = x_275 = x_278 = None + x_279 = torch.conv2d( + out_12, + l_self_modules_features_modules_16_modules_branch0_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_features_modules_16_modules_branch0_modules_conv_parameters_weight_ = ( + None + ) + x_280 = torch.nn.functional.batch_norm( + x_279, + l_self_modules_features_modules_16_modules_branch0_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_16_modules_branch0_modules_bn_buffers_running_var_, + l_self_modules_features_modules_16_modules_branch0_modules_bn_parameters_weight_, + l_self_modules_features_modules_16_modules_branch0_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_279 = l_self_modules_features_modules_16_modules_branch0_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_16_modules_branch0_modules_bn_buffers_running_var_ = l_self_modules_features_modules_16_modules_branch0_modules_bn_parameters_weight_ = l_self_modules_features_modules_16_modules_branch0_modules_bn_parameters_bias_ = (None) + x_281 = torch.nn.functional.relu(x_280, inplace=True) + x_280 = None + x_282 = torch.conv2d( + out_12, + l_self_modules_features_modules_16_modules_branch1_modules_0_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_features_modules_16_modules_branch1_modules_0_modules_conv_parameters_weight_ = ( + None + ) + x_283 = torch.nn.functional.batch_norm( + x_282, + l_self_modules_features_modules_16_modules_branch1_modules_0_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_16_modules_branch1_modules_0_modules_bn_buffers_running_var_, + l_self_modules_features_modules_16_modules_branch1_modules_0_modules_bn_parameters_weight_, + l_self_modules_features_modules_16_modules_branch1_modules_0_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_282 = l_self_modules_features_modules_16_modules_branch1_modules_0_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_16_modules_branch1_modules_0_modules_bn_buffers_running_var_ = l_self_modules_features_modules_16_modules_branch1_modules_0_modules_bn_parameters_weight_ = l_self_modules_features_modules_16_modules_branch1_modules_0_modules_bn_parameters_bias_ = (None) + x_284 = torch.nn.functional.relu(x_283, inplace=True) + x_283 = None + x_285 = torch.conv2d( + x_284, + l_self_modules_features_modules_16_modules_branch1_modules_1_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 3), + (1, 1), + 1, + ) + x_284 = l_self_modules_features_modules_16_modules_branch1_modules_1_modules_conv_parameters_weight_ = (None) + x_286 = torch.nn.functional.batch_norm( + x_285, + l_self_modules_features_modules_16_modules_branch1_modules_1_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_16_modules_branch1_modules_1_modules_bn_buffers_running_var_, + l_self_modules_features_modules_16_modules_branch1_modules_1_modules_bn_parameters_weight_, + l_self_modules_features_modules_16_modules_branch1_modules_1_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_285 = l_self_modules_features_modules_16_modules_branch1_modules_1_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_16_modules_branch1_modules_1_modules_bn_buffers_running_var_ = l_self_modules_features_modules_16_modules_branch1_modules_1_modules_bn_parameters_weight_ = l_self_modules_features_modules_16_modules_branch1_modules_1_modules_bn_parameters_bias_ = (None) + x_287 = torch.nn.functional.relu(x_286, inplace=True) + x_286 = None + x_288 = torch.conv2d( + x_287, + l_self_modules_features_modules_16_modules_branch1_modules_2_modules_conv_parameters_weight_, + None, + (1, 1), + (3, 0), + (1, 1), + 1, + ) + x_287 = l_self_modules_features_modules_16_modules_branch1_modules_2_modules_conv_parameters_weight_ = (None) + x_289 = torch.nn.functional.batch_norm( + x_288, + l_self_modules_features_modules_16_modules_branch1_modules_2_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_16_modules_branch1_modules_2_modules_bn_buffers_running_var_, + l_self_modules_features_modules_16_modules_branch1_modules_2_modules_bn_parameters_weight_, + l_self_modules_features_modules_16_modules_branch1_modules_2_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_288 = l_self_modules_features_modules_16_modules_branch1_modules_2_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_16_modules_branch1_modules_2_modules_bn_buffers_running_var_ = l_self_modules_features_modules_16_modules_branch1_modules_2_modules_bn_parameters_weight_ = l_self_modules_features_modules_16_modules_branch1_modules_2_modules_bn_parameters_bias_ = (None) + x_290 = torch.nn.functional.relu(x_289, inplace=True) + x_289 = None + x_291 = torch.conv2d( + out_12, + l_self_modules_features_modules_16_modules_branch2_modules_0_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_features_modules_16_modules_branch2_modules_0_modules_conv_parameters_weight_ = ( + None + ) + x_292 = torch.nn.functional.batch_norm( + x_291, + l_self_modules_features_modules_16_modules_branch2_modules_0_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_16_modules_branch2_modules_0_modules_bn_buffers_running_var_, + l_self_modules_features_modules_16_modules_branch2_modules_0_modules_bn_parameters_weight_, + l_self_modules_features_modules_16_modules_branch2_modules_0_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_291 = l_self_modules_features_modules_16_modules_branch2_modules_0_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_16_modules_branch2_modules_0_modules_bn_buffers_running_var_ = l_self_modules_features_modules_16_modules_branch2_modules_0_modules_bn_parameters_weight_ = l_self_modules_features_modules_16_modules_branch2_modules_0_modules_bn_parameters_bias_ = (None) + x_293 = torch.nn.functional.relu(x_292, inplace=True) + x_292 = None + x_294 = torch.conv2d( + x_293, + l_self_modules_features_modules_16_modules_branch2_modules_1_modules_conv_parameters_weight_, + None, + (1, 1), + (3, 0), + (1, 1), + 1, + ) + x_293 = l_self_modules_features_modules_16_modules_branch2_modules_1_modules_conv_parameters_weight_ = (None) + x_295 = torch.nn.functional.batch_norm( + x_294, + l_self_modules_features_modules_16_modules_branch2_modules_1_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_16_modules_branch2_modules_1_modules_bn_buffers_running_var_, + l_self_modules_features_modules_16_modules_branch2_modules_1_modules_bn_parameters_weight_, + l_self_modules_features_modules_16_modules_branch2_modules_1_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_294 = l_self_modules_features_modules_16_modules_branch2_modules_1_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_16_modules_branch2_modules_1_modules_bn_buffers_running_var_ = l_self_modules_features_modules_16_modules_branch2_modules_1_modules_bn_parameters_weight_ = l_self_modules_features_modules_16_modules_branch2_modules_1_modules_bn_parameters_bias_ = (None) + x_296 = torch.nn.functional.relu(x_295, inplace=True) + x_295 = None + x_297 = torch.conv2d( + x_296, + l_self_modules_features_modules_16_modules_branch2_modules_2_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 3), + (1, 1), + 1, + ) + x_296 = l_self_modules_features_modules_16_modules_branch2_modules_2_modules_conv_parameters_weight_ = (None) + x_298 = torch.nn.functional.batch_norm( + x_297, + l_self_modules_features_modules_16_modules_branch2_modules_2_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_16_modules_branch2_modules_2_modules_bn_buffers_running_var_, + l_self_modules_features_modules_16_modules_branch2_modules_2_modules_bn_parameters_weight_, + l_self_modules_features_modules_16_modules_branch2_modules_2_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_297 = l_self_modules_features_modules_16_modules_branch2_modules_2_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_16_modules_branch2_modules_2_modules_bn_buffers_running_var_ = l_self_modules_features_modules_16_modules_branch2_modules_2_modules_bn_parameters_weight_ = l_self_modules_features_modules_16_modules_branch2_modules_2_modules_bn_parameters_bias_ = (None) + x_299 = torch.nn.functional.relu(x_298, inplace=True) + x_298 = None + x_300 = torch.conv2d( + x_299, + l_self_modules_features_modules_16_modules_branch2_modules_3_modules_conv_parameters_weight_, + None, + (1, 1), + (3, 0), + (1, 1), + 1, + ) + x_299 = l_self_modules_features_modules_16_modules_branch2_modules_3_modules_conv_parameters_weight_ = (None) + x_301 = torch.nn.functional.batch_norm( + x_300, + l_self_modules_features_modules_16_modules_branch2_modules_3_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_16_modules_branch2_modules_3_modules_bn_buffers_running_var_, + l_self_modules_features_modules_16_modules_branch2_modules_3_modules_bn_parameters_weight_, + l_self_modules_features_modules_16_modules_branch2_modules_3_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_300 = l_self_modules_features_modules_16_modules_branch2_modules_3_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_16_modules_branch2_modules_3_modules_bn_buffers_running_var_ = l_self_modules_features_modules_16_modules_branch2_modules_3_modules_bn_parameters_weight_ = l_self_modules_features_modules_16_modules_branch2_modules_3_modules_bn_parameters_bias_ = (None) + x_302 = torch.nn.functional.relu(x_301, inplace=True) + x_301 = None + x_303 = torch.conv2d( + x_302, + l_self_modules_features_modules_16_modules_branch2_modules_4_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 3), + (1, 1), + 1, + ) + x_302 = l_self_modules_features_modules_16_modules_branch2_modules_4_modules_conv_parameters_weight_ = (None) + x_304 = torch.nn.functional.batch_norm( + x_303, + l_self_modules_features_modules_16_modules_branch2_modules_4_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_16_modules_branch2_modules_4_modules_bn_buffers_running_var_, + l_self_modules_features_modules_16_modules_branch2_modules_4_modules_bn_parameters_weight_, + l_self_modules_features_modules_16_modules_branch2_modules_4_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_303 = l_self_modules_features_modules_16_modules_branch2_modules_4_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_16_modules_branch2_modules_4_modules_bn_buffers_running_var_ = l_self_modules_features_modules_16_modules_branch2_modules_4_modules_bn_parameters_weight_ = l_self_modules_features_modules_16_modules_branch2_modules_4_modules_bn_parameters_bias_ = (None) + x_305 = torch.nn.functional.relu(x_304, inplace=True) + x_304 = None + input_10 = torch._C._nn.avg_pool2d(out_12, 3, 1, 1, False, False, None) + out_12 = None + x_306 = torch.conv2d( + input_10, + l_self_modules_features_modules_16_modules_branch3_modules_1_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + input_10 = l_self_modules_features_modules_16_modules_branch3_modules_1_modules_conv_parameters_weight_ = (None) + x_307 = torch.nn.functional.batch_norm( + x_306, + l_self_modules_features_modules_16_modules_branch3_modules_1_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_16_modules_branch3_modules_1_modules_bn_buffers_running_var_, + l_self_modules_features_modules_16_modules_branch3_modules_1_modules_bn_parameters_weight_, + l_self_modules_features_modules_16_modules_branch3_modules_1_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_306 = l_self_modules_features_modules_16_modules_branch3_modules_1_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_16_modules_branch3_modules_1_modules_bn_buffers_running_var_ = l_self_modules_features_modules_16_modules_branch3_modules_1_modules_bn_parameters_weight_ = l_self_modules_features_modules_16_modules_branch3_modules_1_modules_bn_parameters_bias_ = (None) + x_308 = torch.nn.functional.relu(x_307, inplace=True) + x_307 = None + out_13 = torch.cat((x_281, x_290, x_305, x_308), 1) + x_281 = x_290 = x_305 = x_308 = None + x_309 = torch.conv2d( + out_13, + l_self_modules_features_modules_17_modules_branch0_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_features_modules_17_modules_branch0_modules_conv_parameters_weight_ = ( + None + ) + x_310 = torch.nn.functional.batch_norm( + x_309, + l_self_modules_features_modules_17_modules_branch0_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_17_modules_branch0_modules_bn_buffers_running_var_, + l_self_modules_features_modules_17_modules_branch0_modules_bn_parameters_weight_, + l_self_modules_features_modules_17_modules_branch0_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_309 = l_self_modules_features_modules_17_modules_branch0_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_17_modules_branch0_modules_bn_buffers_running_var_ = l_self_modules_features_modules_17_modules_branch0_modules_bn_parameters_weight_ = l_self_modules_features_modules_17_modules_branch0_modules_bn_parameters_bias_ = (None) + x_311 = torch.nn.functional.relu(x_310, inplace=True) + x_310 = None + x_312 = torch.conv2d( + out_13, + l_self_modules_features_modules_17_modules_branch1_modules_0_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_features_modules_17_modules_branch1_modules_0_modules_conv_parameters_weight_ = ( + None + ) + x_313 = torch.nn.functional.batch_norm( + x_312, + l_self_modules_features_modules_17_modules_branch1_modules_0_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_17_modules_branch1_modules_0_modules_bn_buffers_running_var_, + l_self_modules_features_modules_17_modules_branch1_modules_0_modules_bn_parameters_weight_, + l_self_modules_features_modules_17_modules_branch1_modules_0_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_312 = l_self_modules_features_modules_17_modules_branch1_modules_0_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_17_modules_branch1_modules_0_modules_bn_buffers_running_var_ = l_self_modules_features_modules_17_modules_branch1_modules_0_modules_bn_parameters_weight_ = l_self_modules_features_modules_17_modules_branch1_modules_0_modules_bn_parameters_bias_ = (None) + x_314 = torch.nn.functional.relu(x_313, inplace=True) + x_313 = None + x_315 = torch.conv2d( + x_314, + l_self_modules_features_modules_17_modules_branch1_modules_1_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 3), + (1, 1), + 1, + ) + x_314 = l_self_modules_features_modules_17_modules_branch1_modules_1_modules_conv_parameters_weight_ = (None) + x_316 = torch.nn.functional.batch_norm( + x_315, + l_self_modules_features_modules_17_modules_branch1_modules_1_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_17_modules_branch1_modules_1_modules_bn_buffers_running_var_, + l_self_modules_features_modules_17_modules_branch1_modules_1_modules_bn_parameters_weight_, + l_self_modules_features_modules_17_modules_branch1_modules_1_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_315 = l_self_modules_features_modules_17_modules_branch1_modules_1_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_17_modules_branch1_modules_1_modules_bn_buffers_running_var_ = l_self_modules_features_modules_17_modules_branch1_modules_1_modules_bn_parameters_weight_ = l_self_modules_features_modules_17_modules_branch1_modules_1_modules_bn_parameters_bias_ = (None) + x_317 = torch.nn.functional.relu(x_316, inplace=True) + x_316 = None + x_318 = torch.conv2d( + x_317, + l_self_modules_features_modules_17_modules_branch1_modules_2_modules_conv_parameters_weight_, + None, + (1, 1), + (3, 0), + (1, 1), + 1, + ) + x_317 = l_self_modules_features_modules_17_modules_branch1_modules_2_modules_conv_parameters_weight_ = (None) + x_319 = torch.nn.functional.batch_norm( + x_318, + l_self_modules_features_modules_17_modules_branch1_modules_2_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_17_modules_branch1_modules_2_modules_bn_buffers_running_var_, + l_self_modules_features_modules_17_modules_branch1_modules_2_modules_bn_parameters_weight_, + l_self_modules_features_modules_17_modules_branch1_modules_2_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_318 = l_self_modules_features_modules_17_modules_branch1_modules_2_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_17_modules_branch1_modules_2_modules_bn_buffers_running_var_ = l_self_modules_features_modules_17_modules_branch1_modules_2_modules_bn_parameters_weight_ = l_self_modules_features_modules_17_modules_branch1_modules_2_modules_bn_parameters_bias_ = (None) + x_320 = torch.nn.functional.relu(x_319, inplace=True) + x_319 = None + x_321 = torch.conv2d( + out_13, + l_self_modules_features_modules_17_modules_branch2_modules_0_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_features_modules_17_modules_branch2_modules_0_modules_conv_parameters_weight_ = ( + None + ) + x_322 = torch.nn.functional.batch_norm( + x_321, + l_self_modules_features_modules_17_modules_branch2_modules_0_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_17_modules_branch2_modules_0_modules_bn_buffers_running_var_, + l_self_modules_features_modules_17_modules_branch2_modules_0_modules_bn_parameters_weight_, + l_self_modules_features_modules_17_modules_branch2_modules_0_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_321 = l_self_modules_features_modules_17_modules_branch2_modules_0_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_17_modules_branch2_modules_0_modules_bn_buffers_running_var_ = l_self_modules_features_modules_17_modules_branch2_modules_0_modules_bn_parameters_weight_ = l_self_modules_features_modules_17_modules_branch2_modules_0_modules_bn_parameters_bias_ = (None) + x_323 = torch.nn.functional.relu(x_322, inplace=True) + x_322 = None + x_324 = torch.conv2d( + x_323, + l_self_modules_features_modules_17_modules_branch2_modules_1_modules_conv_parameters_weight_, + None, + (1, 1), + (3, 0), + (1, 1), + 1, + ) + x_323 = l_self_modules_features_modules_17_modules_branch2_modules_1_modules_conv_parameters_weight_ = (None) + x_325 = torch.nn.functional.batch_norm( + x_324, + l_self_modules_features_modules_17_modules_branch2_modules_1_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_17_modules_branch2_modules_1_modules_bn_buffers_running_var_, + l_self_modules_features_modules_17_modules_branch2_modules_1_modules_bn_parameters_weight_, + l_self_modules_features_modules_17_modules_branch2_modules_1_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_324 = l_self_modules_features_modules_17_modules_branch2_modules_1_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_17_modules_branch2_modules_1_modules_bn_buffers_running_var_ = l_self_modules_features_modules_17_modules_branch2_modules_1_modules_bn_parameters_weight_ = l_self_modules_features_modules_17_modules_branch2_modules_1_modules_bn_parameters_bias_ = (None) + x_326 = torch.nn.functional.relu(x_325, inplace=True) + x_325 = None + x_327 = torch.conv2d( + x_326, + l_self_modules_features_modules_17_modules_branch2_modules_2_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 3), + (1, 1), + 1, + ) + x_326 = l_self_modules_features_modules_17_modules_branch2_modules_2_modules_conv_parameters_weight_ = (None) + x_328 = torch.nn.functional.batch_norm( + x_327, + l_self_modules_features_modules_17_modules_branch2_modules_2_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_17_modules_branch2_modules_2_modules_bn_buffers_running_var_, + l_self_modules_features_modules_17_modules_branch2_modules_2_modules_bn_parameters_weight_, + l_self_modules_features_modules_17_modules_branch2_modules_2_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_327 = l_self_modules_features_modules_17_modules_branch2_modules_2_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_17_modules_branch2_modules_2_modules_bn_buffers_running_var_ = l_self_modules_features_modules_17_modules_branch2_modules_2_modules_bn_parameters_weight_ = l_self_modules_features_modules_17_modules_branch2_modules_2_modules_bn_parameters_bias_ = (None) + x_329 = torch.nn.functional.relu(x_328, inplace=True) + x_328 = None + x_330 = torch.conv2d( + x_329, + l_self_modules_features_modules_17_modules_branch2_modules_3_modules_conv_parameters_weight_, + None, + (1, 1), + (3, 0), + (1, 1), + 1, + ) + x_329 = l_self_modules_features_modules_17_modules_branch2_modules_3_modules_conv_parameters_weight_ = (None) + x_331 = torch.nn.functional.batch_norm( + x_330, + l_self_modules_features_modules_17_modules_branch2_modules_3_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_17_modules_branch2_modules_3_modules_bn_buffers_running_var_, + l_self_modules_features_modules_17_modules_branch2_modules_3_modules_bn_parameters_weight_, + l_self_modules_features_modules_17_modules_branch2_modules_3_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_330 = l_self_modules_features_modules_17_modules_branch2_modules_3_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_17_modules_branch2_modules_3_modules_bn_buffers_running_var_ = l_self_modules_features_modules_17_modules_branch2_modules_3_modules_bn_parameters_weight_ = l_self_modules_features_modules_17_modules_branch2_modules_3_modules_bn_parameters_bias_ = (None) + x_332 = torch.nn.functional.relu(x_331, inplace=True) + x_331 = None + x_333 = torch.conv2d( + x_332, + l_self_modules_features_modules_17_modules_branch2_modules_4_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 3), + (1, 1), + 1, + ) + x_332 = l_self_modules_features_modules_17_modules_branch2_modules_4_modules_conv_parameters_weight_ = (None) + x_334 = torch.nn.functional.batch_norm( + x_333, + l_self_modules_features_modules_17_modules_branch2_modules_4_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_17_modules_branch2_modules_4_modules_bn_buffers_running_var_, + l_self_modules_features_modules_17_modules_branch2_modules_4_modules_bn_parameters_weight_, + l_self_modules_features_modules_17_modules_branch2_modules_4_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_333 = l_self_modules_features_modules_17_modules_branch2_modules_4_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_17_modules_branch2_modules_4_modules_bn_buffers_running_var_ = l_self_modules_features_modules_17_modules_branch2_modules_4_modules_bn_parameters_weight_ = l_self_modules_features_modules_17_modules_branch2_modules_4_modules_bn_parameters_bias_ = (None) + x_335 = torch.nn.functional.relu(x_334, inplace=True) + x_334 = None + input_11 = torch._C._nn.avg_pool2d(out_13, 3, 1, 1, False, False, None) + out_13 = None + x_336 = torch.conv2d( + input_11, + l_self_modules_features_modules_17_modules_branch3_modules_1_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + input_11 = l_self_modules_features_modules_17_modules_branch3_modules_1_modules_conv_parameters_weight_ = (None) + x_337 = torch.nn.functional.batch_norm( + x_336, + l_self_modules_features_modules_17_modules_branch3_modules_1_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_17_modules_branch3_modules_1_modules_bn_buffers_running_var_, + l_self_modules_features_modules_17_modules_branch3_modules_1_modules_bn_parameters_weight_, + l_self_modules_features_modules_17_modules_branch3_modules_1_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_336 = l_self_modules_features_modules_17_modules_branch3_modules_1_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_17_modules_branch3_modules_1_modules_bn_buffers_running_var_ = l_self_modules_features_modules_17_modules_branch3_modules_1_modules_bn_parameters_weight_ = l_self_modules_features_modules_17_modules_branch3_modules_1_modules_bn_parameters_bias_ = (None) + x_338 = torch.nn.functional.relu(x_337, inplace=True) + x_337 = None + out_14 = torch.cat((x_311, x_320, x_335, x_338), 1) + x_311 = x_320 = x_335 = x_338 = None + x_339 = torch.conv2d( + out_14, + l_self_modules_features_modules_18_modules_branch0_modules_0_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_features_modules_18_modules_branch0_modules_0_modules_conv_parameters_weight_ = ( + None + ) + x_340 = torch.nn.functional.batch_norm( + x_339, + l_self_modules_features_modules_18_modules_branch0_modules_0_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_18_modules_branch0_modules_0_modules_bn_buffers_running_var_, + l_self_modules_features_modules_18_modules_branch0_modules_0_modules_bn_parameters_weight_, + l_self_modules_features_modules_18_modules_branch0_modules_0_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_339 = l_self_modules_features_modules_18_modules_branch0_modules_0_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_18_modules_branch0_modules_0_modules_bn_buffers_running_var_ = l_self_modules_features_modules_18_modules_branch0_modules_0_modules_bn_parameters_weight_ = l_self_modules_features_modules_18_modules_branch0_modules_0_modules_bn_parameters_bias_ = (None) + x_341 = torch.nn.functional.relu(x_340, inplace=True) + x_340 = None + x_342 = torch.conv2d( + x_341, + l_self_modules_features_modules_18_modules_branch0_modules_1_modules_conv_parameters_weight_, + None, + (2, 2), + (0, 0), + (1, 1), + 1, + ) + x_341 = l_self_modules_features_modules_18_modules_branch0_modules_1_modules_conv_parameters_weight_ = (None) + x_343 = torch.nn.functional.batch_norm( + x_342, + l_self_modules_features_modules_18_modules_branch0_modules_1_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_18_modules_branch0_modules_1_modules_bn_buffers_running_var_, + l_self_modules_features_modules_18_modules_branch0_modules_1_modules_bn_parameters_weight_, + l_self_modules_features_modules_18_modules_branch0_modules_1_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_342 = l_self_modules_features_modules_18_modules_branch0_modules_1_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_18_modules_branch0_modules_1_modules_bn_buffers_running_var_ = l_self_modules_features_modules_18_modules_branch0_modules_1_modules_bn_parameters_weight_ = l_self_modules_features_modules_18_modules_branch0_modules_1_modules_bn_parameters_bias_ = (None) + x_344 = torch.nn.functional.relu(x_343, inplace=True) + x_343 = None + x_345 = torch.conv2d( + out_14, + l_self_modules_features_modules_18_modules_branch1_modules_0_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_features_modules_18_modules_branch1_modules_0_modules_conv_parameters_weight_ = ( + None + ) + x_346 = torch.nn.functional.batch_norm( + x_345, + l_self_modules_features_modules_18_modules_branch1_modules_0_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_18_modules_branch1_modules_0_modules_bn_buffers_running_var_, + l_self_modules_features_modules_18_modules_branch1_modules_0_modules_bn_parameters_weight_, + l_self_modules_features_modules_18_modules_branch1_modules_0_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_345 = l_self_modules_features_modules_18_modules_branch1_modules_0_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_18_modules_branch1_modules_0_modules_bn_buffers_running_var_ = l_self_modules_features_modules_18_modules_branch1_modules_0_modules_bn_parameters_weight_ = l_self_modules_features_modules_18_modules_branch1_modules_0_modules_bn_parameters_bias_ = (None) + x_347 = torch.nn.functional.relu(x_346, inplace=True) + x_346 = None + x_348 = torch.conv2d( + x_347, + l_self_modules_features_modules_18_modules_branch1_modules_1_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 3), + (1, 1), + 1, + ) + x_347 = l_self_modules_features_modules_18_modules_branch1_modules_1_modules_conv_parameters_weight_ = (None) + x_349 = torch.nn.functional.batch_norm( + x_348, + l_self_modules_features_modules_18_modules_branch1_modules_1_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_18_modules_branch1_modules_1_modules_bn_buffers_running_var_, + l_self_modules_features_modules_18_modules_branch1_modules_1_modules_bn_parameters_weight_, + l_self_modules_features_modules_18_modules_branch1_modules_1_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_348 = l_self_modules_features_modules_18_modules_branch1_modules_1_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_18_modules_branch1_modules_1_modules_bn_buffers_running_var_ = l_self_modules_features_modules_18_modules_branch1_modules_1_modules_bn_parameters_weight_ = l_self_modules_features_modules_18_modules_branch1_modules_1_modules_bn_parameters_bias_ = (None) + x_350 = torch.nn.functional.relu(x_349, inplace=True) + x_349 = None + x_351 = torch.conv2d( + x_350, + l_self_modules_features_modules_18_modules_branch1_modules_2_modules_conv_parameters_weight_, + None, + (1, 1), + (3, 0), + (1, 1), + 1, + ) + x_350 = l_self_modules_features_modules_18_modules_branch1_modules_2_modules_conv_parameters_weight_ = (None) + x_352 = torch.nn.functional.batch_norm( + x_351, + l_self_modules_features_modules_18_modules_branch1_modules_2_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_18_modules_branch1_modules_2_modules_bn_buffers_running_var_, + l_self_modules_features_modules_18_modules_branch1_modules_2_modules_bn_parameters_weight_, + l_self_modules_features_modules_18_modules_branch1_modules_2_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_351 = l_self_modules_features_modules_18_modules_branch1_modules_2_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_18_modules_branch1_modules_2_modules_bn_buffers_running_var_ = l_self_modules_features_modules_18_modules_branch1_modules_2_modules_bn_parameters_weight_ = l_self_modules_features_modules_18_modules_branch1_modules_2_modules_bn_parameters_bias_ = (None) + x_353 = torch.nn.functional.relu(x_352, inplace=True) + x_352 = None + x_354 = torch.conv2d( + x_353, + l_self_modules_features_modules_18_modules_branch1_modules_3_modules_conv_parameters_weight_, + None, + (2, 2), + (0, 0), + (1, 1), + 1, + ) + x_353 = l_self_modules_features_modules_18_modules_branch1_modules_3_modules_conv_parameters_weight_ = (None) + x_355 = torch.nn.functional.batch_norm( + x_354, + l_self_modules_features_modules_18_modules_branch1_modules_3_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_18_modules_branch1_modules_3_modules_bn_buffers_running_var_, + l_self_modules_features_modules_18_modules_branch1_modules_3_modules_bn_parameters_weight_, + l_self_modules_features_modules_18_modules_branch1_modules_3_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_354 = l_self_modules_features_modules_18_modules_branch1_modules_3_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_18_modules_branch1_modules_3_modules_bn_buffers_running_var_ = l_self_modules_features_modules_18_modules_branch1_modules_3_modules_bn_parameters_weight_ = l_self_modules_features_modules_18_modules_branch1_modules_3_modules_bn_parameters_bias_ = (None) + x_356 = torch.nn.functional.relu(x_355, inplace=True) + x_355 = None + x2_1 = torch.nn.functional.max_pool2d( + out_14, 3, 2, 0, 1, ceil_mode=False, return_indices=False + ) + out_14 = None + out_15 = torch.cat((x_344, x_356, x2_1), 1) + x_344 = x_356 = x2_1 = None + x_357 = torch.conv2d( + out_15, + l_self_modules_features_modules_19_modules_branch0_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_features_modules_19_modules_branch0_modules_conv_parameters_weight_ = ( + None + ) + x_358 = torch.nn.functional.batch_norm( + x_357, + l_self_modules_features_modules_19_modules_branch0_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_19_modules_branch0_modules_bn_buffers_running_var_, + l_self_modules_features_modules_19_modules_branch0_modules_bn_parameters_weight_, + l_self_modules_features_modules_19_modules_branch0_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_357 = l_self_modules_features_modules_19_modules_branch0_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_19_modules_branch0_modules_bn_buffers_running_var_ = l_self_modules_features_modules_19_modules_branch0_modules_bn_parameters_weight_ = l_self_modules_features_modules_19_modules_branch0_modules_bn_parameters_bias_ = (None) + x_359 = torch.nn.functional.relu(x_358, inplace=True) + x_358 = None + x_360 = torch.conv2d( + out_15, + l_self_modules_features_modules_19_modules_branch1_0_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_features_modules_19_modules_branch1_0_modules_conv_parameters_weight_ = ( + None + ) + x_361 = torch.nn.functional.batch_norm( + x_360, + l_self_modules_features_modules_19_modules_branch1_0_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_19_modules_branch1_0_modules_bn_buffers_running_var_, + l_self_modules_features_modules_19_modules_branch1_0_modules_bn_parameters_weight_, + l_self_modules_features_modules_19_modules_branch1_0_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_360 = l_self_modules_features_modules_19_modules_branch1_0_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_19_modules_branch1_0_modules_bn_buffers_running_var_ = l_self_modules_features_modules_19_modules_branch1_0_modules_bn_parameters_weight_ = l_self_modules_features_modules_19_modules_branch1_0_modules_bn_parameters_bias_ = (None) + x_362 = torch.nn.functional.relu(x_361, inplace=True) + x_361 = None + x_363 = torch.conv2d( + x_362, + l_self_modules_features_modules_19_modules_branch1_1a_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 1), + (1, 1), + 1, + ) + l_self_modules_features_modules_19_modules_branch1_1a_modules_conv_parameters_weight_ = ( + None + ) + x_364 = torch.nn.functional.batch_norm( + x_363, + l_self_modules_features_modules_19_modules_branch1_1a_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_19_modules_branch1_1a_modules_bn_buffers_running_var_, + l_self_modules_features_modules_19_modules_branch1_1a_modules_bn_parameters_weight_, + l_self_modules_features_modules_19_modules_branch1_1a_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_363 = l_self_modules_features_modules_19_modules_branch1_1a_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_19_modules_branch1_1a_modules_bn_buffers_running_var_ = l_self_modules_features_modules_19_modules_branch1_1a_modules_bn_parameters_weight_ = l_self_modules_features_modules_19_modules_branch1_1a_modules_bn_parameters_bias_ = (None) + x_365 = torch.nn.functional.relu(x_364, inplace=True) + x_364 = None + x_366 = torch.conv2d( + x_362, + l_self_modules_features_modules_19_modules_branch1_1b_modules_conv_parameters_weight_, + None, + (1, 1), + (1, 0), + (1, 1), + 1, + ) + x_362 = l_self_modules_features_modules_19_modules_branch1_1b_modules_conv_parameters_weight_ = (None) + x_367 = torch.nn.functional.batch_norm( + x_366, + l_self_modules_features_modules_19_modules_branch1_1b_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_19_modules_branch1_1b_modules_bn_buffers_running_var_, + l_self_modules_features_modules_19_modules_branch1_1b_modules_bn_parameters_weight_, + l_self_modules_features_modules_19_modules_branch1_1b_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_366 = l_self_modules_features_modules_19_modules_branch1_1b_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_19_modules_branch1_1b_modules_bn_buffers_running_var_ = l_self_modules_features_modules_19_modules_branch1_1b_modules_bn_parameters_weight_ = l_self_modules_features_modules_19_modules_branch1_1b_modules_bn_parameters_bias_ = (None) + x_368 = torch.nn.functional.relu(x_367, inplace=True) + x_367 = None + x1_1 = torch.cat((x_365, x_368), 1) + x_365 = x_368 = None + x_369 = torch.conv2d( + out_15, + l_self_modules_features_modules_19_modules_branch2_0_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_features_modules_19_modules_branch2_0_modules_conv_parameters_weight_ = ( + None + ) + x_370 = torch.nn.functional.batch_norm( + x_369, + l_self_modules_features_modules_19_modules_branch2_0_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_19_modules_branch2_0_modules_bn_buffers_running_var_, + l_self_modules_features_modules_19_modules_branch2_0_modules_bn_parameters_weight_, + l_self_modules_features_modules_19_modules_branch2_0_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_369 = l_self_modules_features_modules_19_modules_branch2_0_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_19_modules_branch2_0_modules_bn_buffers_running_var_ = l_self_modules_features_modules_19_modules_branch2_0_modules_bn_parameters_weight_ = l_self_modules_features_modules_19_modules_branch2_0_modules_bn_parameters_bias_ = (None) + x_371 = torch.nn.functional.relu(x_370, inplace=True) + x_370 = None + x_372 = torch.conv2d( + x_371, + l_self_modules_features_modules_19_modules_branch2_1_modules_conv_parameters_weight_, + None, + (1, 1), + (1, 0), + (1, 1), + 1, + ) + x_371 = l_self_modules_features_modules_19_modules_branch2_1_modules_conv_parameters_weight_ = (None) + x_373 = torch.nn.functional.batch_norm( + x_372, + l_self_modules_features_modules_19_modules_branch2_1_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_19_modules_branch2_1_modules_bn_buffers_running_var_, + l_self_modules_features_modules_19_modules_branch2_1_modules_bn_parameters_weight_, + l_self_modules_features_modules_19_modules_branch2_1_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_372 = l_self_modules_features_modules_19_modules_branch2_1_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_19_modules_branch2_1_modules_bn_buffers_running_var_ = l_self_modules_features_modules_19_modules_branch2_1_modules_bn_parameters_weight_ = l_self_modules_features_modules_19_modules_branch2_1_modules_bn_parameters_bias_ = (None) + x_374 = torch.nn.functional.relu(x_373, inplace=True) + x_373 = None + x_375 = torch.conv2d( + x_374, + l_self_modules_features_modules_19_modules_branch2_2_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 1), + (1, 1), + 1, + ) + x_374 = l_self_modules_features_modules_19_modules_branch2_2_modules_conv_parameters_weight_ = (None) + x_376 = torch.nn.functional.batch_norm( + x_375, + l_self_modules_features_modules_19_modules_branch2_2_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_19_modules_branch2_2_modules_bn_buffers_running_var_, + l_self_modules_features_modules_19_modules_branch2_2_modules_bn_parameters_weight_, + l_self_modules_features_modules_19_modules_branch2_2_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_375 = l_self_modules_features_modules_19_modules_branch2_2_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_19_modules_branch2_2_modules_bn_buffers_running_var_ = l_self_modules_features_modules_19_modules_branch2_2_modules_bn_parameters_weight_ = l_self_modules_features_modules_19_modules_branch2_2_modules_bn_parameters_bias_ = (None) + x_377 = torch.nn.functional.relu(x_376, inplace=True) + x_376 = None + x_378 = torch.conv2d( + x_377, + l_self_modules_features_modules_19_modules_branch2_3a_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 1), + (1, 1), + 1, + ) + l_self_modules_features_modules_19_modules_branch2_3a_modules_conv_parameters_weight_ = ( + None + ) + x_379 = torch.nn.functional.batch_norm( + x_378, + l_self_modules_features_modules_19_modules_branch2_3a_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_19_modules_branch2_3a_modules_bn_buffers_running_var_, + l_self_modules_features_modules_19_modules_branch2_3a_modules_bn_parameters_weight_, + l_self_modules_features_modules_19_modules_branch2_3a_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_378 = l_self_modules_features_modules_19_modules_branch2_3a_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_19_modules_branch2_3a_modules_bn_buffers_running_var_ = l_self_modules_features_modules_19_modules_branch2_3a_modules_bn_parameters_weight_ = l_self_modules_features_modules_19_modules_branch2_3a_modules_bn_parameters_bias_ = (None) + x_380 = torch.nn.functional.relu(x_379, inplace=True) + x_379 = None + x_381 = torch.conv2d( + x_377, + l_self_modules_features_modules_19_modules_branch2_3b_modules_conv_parameters_weight_, + None, + (1, 1), + (1, 0), + (1, 1), + 1, + ) + x_377 = l_self_modules_features_modules_19_modules_branch2_3b_modules_conv_parameters_weight_ = (None) + x_382 = torch.nn.functional.batch_norm( + x_381, + l_self_modules_features_modules_19_modules_branch2_3b_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_19_modules_branch2_3b_modules_bn_buffers_running_var_, + l_self_modules_features_modules_19_modules_branch2_3b_modules_bn_parameters_weight_, + l_self_modules_features_modules_19_modules_branch2_3b_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_381 = l_self_modules_features_modules_19_modules_branch2_3b_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_19_modules_branch2_3b_modules_bn_buffers_running_var_ = l_self_modules_features_modules_19_modules_branch2_3b_modules_bn_parameters_weight_ = l_self_modules_features_modules_19_modules_branch2_3b_modules_bn_parameters_bias_ = (None) + x_383 = torch.nn.functional.relu(x_382, inplace=True) + x_382 = None + x2_2 = torch.cat((x_380, x_383), 1) + x_380 = x_383 = None + input_12 = torch._C._nn.avg_pool2d(out_15, 3, 1, 1, False, False, None) + out_15 = None + x_384 = torch.conv2d( + input_12, + l_self_modules_features_modules_19_modules_branch3_modules_1_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + input_12 = l_self_modules_features_modules_19_modules_branch3_modules_1_modules_conv_parameters_weight_ = (None) + x_385 = torch.nn.functional.batch_norm( + x_384, + l_self_modules_features_modules_19_modules_branch3_modules_1_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_19_modules_branch3_modules_1_modules_bn_buffers_running_var_, + l_self_modules_features_modules_19_modules_branch3_modules_1_modules_bn_parameters_weight_, + l_self_modules_features_modules_19_modules_branch3_modules_1_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_384 = l_self_modules_features_modules_19_modules_branch3_modules_1_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_19_modules_branch3_modules_1_modules_bn_buffers_running_var_ = l_self_modules_features_modules_19_modules_branch3_modules_1_modules_bn_parameters_weight_ = l_self_modules_features_modules_19_modules_branch3_modules_1_modules_bn_parameters_bias_ = (None) + x_386 = torch.nn.functional.relu(x_385, inplace=True) + x_385 = None + out_16 = torch.cat((x_359, x1_1, x2_2, x_386), 1) + x_359 = x1_1 = x2_2 = x_386 = None + x_387 = torch.conv2d( + out_16, + l_self_modules_features_modules_20_modules_branch0_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_features_modules_20_modules_branch0_modules_conv_parameters_weight_ = ( + None + ) + x_388 = torch.nn.functional.batch_norm( + x_387, + l_self_modules_features_modules_20_modules_branch0_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_20_modules_branch0_modules_bn_buffers_running_var_, + l_self_modules_features_modules_20_modules_branch0_modules_bn_parameters_weight_, + l_self_modules_features_modules_20_modules_branch0_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_387 = l_self_modules_features_modules_20_modules_branch0_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_20_modules_branch0_modules_bn_buffers_running_var_ = l_self_modules_features_modules_20_modules_branch0_modules_bn_parameters_weight_ = l_self_modules_features_modules_20_modules_branch0_modules_bn_parameters_bias_ = (None) + x_389 = torch.nn.functional.relu(x_388, inplace=True) + x_388 = None + x_390 = torch.conv2d( + out_16, + l_self_modules_features_modules_20_modules_branch1_0_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_features_modules_20_modules_branch1_0_modules_conv_parameters_weight_ = ( + None + ) + x_391 = torch.nn.functional.batch_norm( + x_390, + l_self_modules_features_modules_20_modules_branch1_0_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_20_modules_branch1_0_modules_bn_buffers_running_var_, + l_self_modules_features_modules_20_modules_branch1_0_modules_bn_parameters_weight_, + l_self_modules_features_modules_20_modules_branch1_0_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_390 = l_self_modules_features_modules_20_modules_branch1_0_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_20_modules_branch1_0_modules_bn_buffers_running_var_ = l_self_modules_features_modules_20_modules_branch1_0_modules_bn_parameters_weight_ = l_self_modules_features_modules_20_modules_branch1_0_modules_bn_parameters_bias_ = (None) + x_392 = torch.nn.functional.relu(x_391, inplace=True) + x_391 = None + x_393 = torch.conv2d( + x_392, + l_self_modules_features_modules_20_modules_branch1_1a_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 1), + (1, 1), + 1, + ) + l_self_modules_features_modules_20_modules_branch1_1a_modules_conv_parameters_weight_ = ( + None + ) + x_394 = torch.nn.functional.batch_norm( + x_393, + l_self_modules_features_modules_20_modules_branch1_1a_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_20_modules_branch1_1a_modules_bn_buffers_running_var_, + l_self_modules_features_modules_20_modules_branch1_1a_modules_bn_parameters_weight_, + l_self_modules_features_modules_20_modules_branch1_1a_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_393 = l_self_modules_features_modules_20_modules_branch1_1a_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_20_modules_branch1_1a_modules_bn_buffers_running_var_ = l_self_modules_features_modules_20_modules_branch1_1a_modules_bn_parameters_weight_ = l_self_modules_features_modules_20_modules_branch1_1a_modules_bn_parameters_bias_ = (None) + x_395 = torch.nn.functional.relu(x_394, inplace=True) + x_394 = None + x_396 = torch.conv2d( + x_392, + l_self_modules_features_modules_20_modules_branch1_1b_modules_conv_parameters_weight_, + None, + (1, 1), + (1, 0), + (1, 1), + 1, + ) + x_392 = l_self_modules_features_modules_20_modules_branch1_1b_modules_conv_parameters_weight_ = (None) + x_397 = torch.nn.functional.batch_norm( + x_396, + l_self_modules_features_modules_20_modules_branch1_1b_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_20_modules_branch1_1b_modules_bn_buffers_running_var_, + l_self_modules_features_modules_20_modules_branch1_1b_modules_bn_parameters_weight_, + l_self_modules_features_modules_20_modules_branch1_1b_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_396 = l_self_modules_features_modules_20_modules_branch1_1b_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_20_modules_branch1_1b_modules_bn_buffers_running_var_ = l_self_modules_features_modules_20_modules_branch1_1b_modules_bn_parameters_weight_ = l_self_modules_features_modules_20_modules_branch1_1b_modules_bn_parameters_bias_ = (None) + x_398 = torch.nn.functional.relu(x_397, inplace=True) + x_397 = None + x1_2 = torch.cat((x_395, x_398), 1) + x_395 = x_398 = None + x_399 = torch.conv2d( + out_16, + l_self_modules_features_modules_20_modules_branch2_0_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_features_modules_20_modules_branch2_0_modules_conv_parameters_weight_ = ( + None + ) + x_400 = torch.nn.functional.batch_norm( + x_399, + l_self_modules_features_modules_20_modules_branch2_0_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_20_modules_branch2_0_modules_bn_buffers_running_var_, + l_self_modules_features_modules_20_modules_branch2_0_modules_bn_parameters_weight_, + l_self_modules_features_modules_20_modules_branch2_0_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_399 = l_self_modules_features_modules_20_modules_branch2_0_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_20_modules_branch2_0_modules_bn_buffers_running_var_ = l_self_modules_features_modules_20_modules_branch2_0_modules_bn_parameters_weight_ = l_self_modules_features_modules_20_modules_branch2_0_modules_bn_parameters_bias_ = (None) + x_401 = torch.nn.functional.relu(x_400, inplace=True) + x_400 = None + x_402 = torch.conv2d( + x_401, + l_self_modules_features_modules_20_modules_branch2_1_modules_conv_parameters_weight_, + None, + (1, 1), + (1, 0), + (1, 1), + 1, + ) + x_401 = l_self_modules_features_modules_20_modules_branch2_1_modules_conv_parameters_weight_ = (None) + x_403 = torch.nn.functional.batch_norm( + x_402, + l_self_modules_features_modules_20_modules_branch2_1_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_20_modules_branch2_1_modules_bn_buffers_running_var_, + l_self_modules_features_modules_20_modules_branch2_1_modules_bn_parameters_weight_, + l_self_modules_features_modules_20_modules_branch2_1_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_402 = l_self_modules_features_modules_20_modules_branch2_1_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_20_modules_branch2_1_modules_bn_buffers_running_var_ = l_self_modules_features_modules_20_modules_branch2_1_modules_bn_parameters_weight_ = l_self_modules_features_modules_20_modules_branch2_1_modules_bn_parameters_bias_ = (None) + x_404 = torch.nn.functional.relu(x_403, inplace=True) + x_403 = None + x_405 = torch.conv2d( + x_404, + l_self_modules_features_modules_20_modules_branch2_2_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 1), + (1, 1), + 1, + ) + x_404 = l_self_modules_features_modules_20_modules_branch2_2_modules_conv_parameters_weight_ = (None) + x_406 = torch.nn.functional.batch_norm( + x_405, + l_self_modules_features_modules_20_modules_branch2_2_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_20_modules_branch2_2_modules_bn_buffers_running_var_, + l_self_modules_features_modules_20_modules_branch2_2_modules_bn_parameters_weight_, + l_self_modules_features_modules_20_modules_branch2_2_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_405 = l_self_modules_features_modules_20_modules_branch2_2_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_20_modules_branch2_2_modules_bn_buffers_running_var_ = l_self_modules_features_modules_20_modules_branch2_2_modules_bn_parameters_weight_ = l_self_modules_features_modules_20_modules_branch2_2_modules_bn_parameters_bias_ = (None) + x_407 = torch.nn.functional.relu(x_406, inplace=True) + x_406 = None + x_408 = torch.conv2d( + x_407, + l_self_modules_features_modules_20_modules_branch2_3a_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 1), + (1, 1), + 1, + ) + l_self_modules_features_modules_20_modules_branch2_3a_modules_conv_parameters_weight_ = ( + None + ) + x_409 = torch.nn.functional.batch_norm( + x_408, + l_self_modules_features_modules_20_modules_branch2_3a_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_20_modules_branch2_3a_modules_bn_buffers_running_var_, + l_self_modules_features_modules_20_modules_branch2_3a_modules_bn_parameters_weight_, + l_self_modules_features_modules_20_modules_branch2_3a_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_408 = l_self_modules_features_modules_20_modules_branch2_3a_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_20_modules_branch2_3a_modules_bn_buffers_running_var_ = l_self_modules_features_modules_20_modules_branch2_3a_modules_bn_parameters_weight_ = l_self_modules_features_modules_20_modules_branch2_3a_modules_bn_parameters_bias_ = (None) + x_410 = torch.nn.functional.relu(x_409, inplace=True) + x_409 = None + x_411 = torch.conv2d( + x_407, + l_self_modules_features_modules_20_modules_branch2_3b_modules_conv_parameters_weight_, + None, + (1, 1), + (1, 0), + (1, 1), + 1, + ) + x_407 = l_self_modules_features_modules_20_modules_branch2_3b_modules_conv_parameters_weight_ = (None) + x_412 = torch.nn.functional.batch_norm( + x_411, + l_self_modules_features_modules_20_modules_branch2_3b_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_20_modules_branch2_3b_modules_bn_buffers_running_var_, + l_self_modules_features_modules_20_modules_branch2_3b_modules_bn_parameters_weight_, + l_self_modules_features_modules_20_modules_branch2_3b_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_411 = l_self_modules_features_modules_20_modules_branch2_3b_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_20_modules_branch2_3b_modules_bn_buffers_running_var_ = l_self_modules_features_modules_20_modules_branch2_3b_modules_bn_parameters_weight_ = l_self_modules_features_modules_20_modules_branch2_3b_modules_bn_parameters_bias_ = (None) + x_413 = torch.nn.functional.relu(x_412, inplace=True) + x_412 = None + x2_3 = torch.cat((x_410, x_413), 1) + x_410 = x_413 = None + input_13 = torch._C._nn.avg_pool2d(out_16, 3, 1, 1, False, False, None) + out_16 = None + x_414 = torch.conv2d( + input_13, + l_self_modules_features_modules_20_modules_branch3_modules_1_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + input_13 = l_self_modules_features_modules_20_modules_branch3_modules_1_modules_conv_parameters_weight_ = (None) + x_415 = torch.nn.functional.batch_norm( + x_414, + l_self_modules_features_modules_20_modules_branch3_modules_1_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_20_modules_branch3_modules_1_modules_bn_buffers_running_var_, + l_self_modules_features_modules_20_modules_branch3_modules_1_modules_bn_parameters_weight_, + l_self_modules_features_modules_20_modules_branch3_modules_1_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_414 = l_self_modules_features_modules_20_modules_branch3_modules_1_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_20_modules_branch3_modules_1_modules_bn_buffers_running_var_ = l_self_modules_features_modules_20_modules_branch3_modules_1_modules_bn_parameters_weight_ = l_self_modules_features_modules_20_modules_branch3_modules_1_modules_bn_parameters_bias_ = (None) + x_416 = torch.nn.functional.relu(x_415, inplace=True) + x_415 = None + out_17 = torch.cat((x_389, x1_2, x2_3, x_416), 1) + x_389 = x1_2 = x2_3 = x_416 = None + x_417 = torch.conv2d( + out_17, + l_self_modules_features_modules_21_modules_branch0_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_features_modules_21_modules_branch0_modules_conv_parameters_weight_ = ( + None + ) + x_418 = torch.nn.functional.batch_norm( + x_417, + l_self_modules_features_modules_21_modules_branch0_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_21_modules_branch0_modules_bn_buffers_running_var_, + l_self_modules_features_modules_21_modules_branch0_modules_bn_parameters_weight_, + l_self_modules_features_modules_21_modules_branch0_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_417 = l_self_modules_features_modules_21_modules_branch0_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_21_modules_branch0_modules_bn_buffers_running_var_ = l_self_modules_features_modules_21_modules_branch0_modules_bn_parameters_weight_ = l_self_modules_features_modules_21_modules_branch0_modules_bn_parameters_bias_ = (None) + x_419 = torch.nn.functional.relu(x_418, inplace=True) + x_418 = None + x_420 = torch.conv2d( + out_17, + l_self_modules_features_modules_21_modules_branch1_0_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_features_modules_21_modules_branch1_0_modules_conv_parameters_weight_ = ( + None + ) + x_421 = torch.nn.functional.batch_norm( + x_420, + l_self_modules_features_modules_21_modules_branch1_0_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_21_modules_branch1_0_modules_bn_buffers_running_var_, + l_self_modules_features_modules_21_modules_branch1_0_modules_bn_parameters_weight_, + l_self_modules_features_modules_21_modules_branch1_0_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_420 = l_self_modules_features_modules_21_modules_branch1_0_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_21_modules_branch1_0_modules_bn_buffers_running_var_ = l_self_modules_features_modules_21_modules_branch1_0_modules_bn_parameters_weight_ = l_self_modules_features_modules_21_modules_branch1_0_modules_bn_parameters_bias_ = (None) + x_422 = torch.nn.functional.relu(x_421, inplace=True) + x_421 = None + x_423 = torch.conv2d( + x_422, + l_self_modules_features_modules_21_modules_branch1_1a_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 1), + (1, 1), + 1, + ) + l_self_modules_features_modules_21_modules_branch1_1a_modules_conv_parameters_weight_ = ( + None + ) + x_424 = torch.nn.functional.batch_norm( + x_423, + l_self_modules_features_modules_21_modules_branch1_1a_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_21_modules_branch1_1a_modules_bn_buffers_running_var_, + l_self_modules_features_modules_21_modules_branch1_1a_modules_bn_parameters_weight_, + l_self_modules_features_modules_21_modules_branch1_1a_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_423 = l_self_modules_features_modules_21_modules_branch1_1a_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_21_modules_branch1_1a_modules_bn_buffers_running_var_ = l_self_modules_features_modules_21_modules_branch1_1a_modules_bn_parameters_weight_ = l_self_modules_features_modules_21_modules_branch1_1a_modules_bn_parameters_bias_ = (None) + x_425 = torch.nn.functional.relu(x_424, inplace=True) + x_424 = None + x_426 = torch.conv2d( + x_422, + l_self_modules_features_modules_21_modules_branch1_1b_modules_conv_parameters_weight_, + None, + (1, 1), + (1, 0), + (1, 1), + 1, + ) + x_422 = l_self_modules_features_modules_21_modules_branch1_1b_modules_conv_parameters_weight_ = (None) + x_427 = torch.nn.functional.batch_norm( + x_426, + l_self_modules_features_modules_21_modules_branch1_1b_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_21_modules_branch1_1b_modules_bn_buffers_running_var_, + l_self_modules_features_modules_21_modules_branch1_1b_modules_bn_parameters_weight_, + l_self_modules_features_modules_21_modules_branch1_1b_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_426 = l_self_modules_features_modules_21_modules_branch1_1b_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_21_modules_branch1_1b_modules_bn_buffers_running_var_ = l_self_modules_features_modules_21_modules_branch1_1b_modules_bn_parameters_weight_ = l_self_modules_features_modules_21_modules_branch1_1b_modules_bn_parameters_bias_ = (None) + x_428 = torch.nn.functional.relu(x_427, inplace=True) + x_427 = None + x1_3 = torch.cat((x_425, x_428), 1) + x_425 = x_428 = None + x_429 = torch.conv2d( + out_17, + l_self_modules_features_modules_21_modules_branch2_0_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_features_modules_21_modules_branch2_0_modules_conv_parameters_weight_ = ( + None + ) + x_430 = torch.nn.functional.batch_norm( + x_429, + l_self_modules_features_modules_21_modules_branch2_0_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_21_modules_branch2_0_modules_bn_buffers_running_var_, + l_self_modules_features_modules_21_modules_branch2_0_modules_bn_parameters_weight_, + l_self_modules_features_modules_21_modules_branch2_0_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_429 = l_self_modules_features_modules_21_modules_branch2_0_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_21_modules_branch2_0_modules_bn_buffers_running_var_ = l_self_modules_features_modules_21_modules_branch2_0_modules_bn_parameters_weight_ = l_self_modules_features_modules_21_modules_branch2_0_modules_bn_parameters_bias_ = (None) + x_431 = torch.nn.functional.relu(x_430, inplace=True) + x_430 = None + x_432 = torch.conv2d( + x_431, + l_self_modules_features_modules_21_modules_branch2_1_modules_conv_parameters_weight_, + None, + (1, 1), + (1, 0), + (1, 1), + 1, + ) + x_431 = l_self_modules_features_modules_21_modules_branch2_1_modules_conv_parameters_weight_ = (None) + x_433 = torch.nn.functional.batch_norm( + x_432, + l_self_modules_features_modules_21_modules_branch2_1_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_21_modules_branch2_1_modules_bn_buffers_running_var_, + l_self_modules_features_modules_21_modules_branch2_1_modules_bn_parameters_weight_, + l_self_modules_features_modules_21_modules_branch2_1_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_432 = l_self_modules_features_modules_21_modules_branch2_1_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_21_modules_branch2_1_modules_bn_buffers_running_var_ = l_self_modules_features_modules_21_modules_branch2_1_modules_bn_parameters_weight_ = l_self_modules_features_modules_21_modules_branch2_1_modules_bn_parameters_bias_ = (None) + x_434 = torch.nn.functional.relu(x_433, inplace=True) + x_433 = None + x_435 = torch.conv2d( + x_434, + l_self_modules_features_modules_21_modules_branch2_2_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 1), + (1, 1), + 1, + ) + x_434 = l_self_modules_features_modules_21_modules_branch2_2_modules_conv_parameters_weight_ = (None) + x_436 = torch.nn.functional.batch_norm( + x_435, + l_self_modules_features_modules_21_modules_branch2_2_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_21_modules_branch2_2_modules_bn_buffers_running_var_, + l_self_modules_features_modules_21_modules_branch2_2_modules_bn_parameters_weight_, + l_self_modules_features_modules_21_modules_branch2_2_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_435 = l_self_modules_features_modules_21_modules_branch2_2_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_21_modules_branch2_2_modules_bn_buffers_running_var_ = l_self_modules_features_modules_21_modules_branch2_2_modules_bn_parameters_weight_ = l_self_modules_features_modules_21_modules_branch2_2_modules_bn_parameters_bias_ = (None) + x_437 = torch.nn.functional.relu(x_436, inplace=True) + x_436 = None + x_438 = torch.conv2d( + x_437, + l_self_modules_features_modules_21_modules_branch2_3a_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 1), + (1, 1), + 1, + ) + l_self_modules_features_modules_21_modules_branch2_3a_modules_conv_parameters_weight_ = ( + None + ) + x_439 = torch.nn.functional.batch_norm( + x_438, + l_self_modules_features_modules_21_modules_branch2_3a_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_21_modules_branch2_3a_modules_bn_buffers_running_var_, + l_self_modules_features_modules_21_modules_branch2_3a_modules_bn_parameters_weight_, + l_self_modules_features_modules_21_modules_branch2_3a_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_438 = l_self_modules_features_modules_21_modules_branch2_3a_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_21_modules_branch2_3a_modules_bn_buffers_running_var_ = l_self_modules_features_modules_21_modules_branch2_3a_modules_bn_parameters_weight_ = l_self_modules_features_modules_21_modules_branch2_3a_modules_bn_parameters_bias_ = (None) + x_440 = torch.nn.functional.relu(x_439, inplace=True) + x_439 = None + x_441 = torch.conv2d( + x_437, + l_self_modules_features_modules_21_modules_branch2_3b_modules_conv_parameters_weight_, + None, + (1, 1), + (1, 0), + (1, 1), + 1, + ) + x_437 = l_self_modules_features_modules_21_modules_branch2_3b_modules_conv_parameters_weight_ = (None) + x_442 = torch.nn.functional.batch_norm( + x_441, + l_self_modules_features_modules_21_modules_branch2_3b_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_21_modules_branch2_3b_modules_bn_buffers_running_var_, + l_self_modules_features_modules_21_modules_branch2_3b_modules_bn_parameters_weight_, + l_self_modules_features_modules_21_modules_branch2_3b_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_441 = l_self_modules_features_modules_21_modules_branch2_3b_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_21_modules_branch2_3b_modules_bn_buffers_running_var_ = l_self_modules_features_modules_21_modules_branch2_3b_modules_bn_parameters_weight_ = l_self_modules_features_modules_21_modules_branch2_3b_modules_bn_parameters_bias_ = (None) + x_443 = torch.nn.functional.relu(x_442, inplace=True) + x_442 = None + x2_4 = torch.cat((x_440, x_443), 1) + x_440 = x_443 = None + input_14 = torch._C._nn.avg_pool2d(out_17, 3, 1, 1, False, False, None) + out_17 = None + x_444 = torch.conv2d( + input_14, + l_self_modules_features_modules_21_modules_branch3_modules_1_modules_conv_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + input_14 = l_self_modules_features_modules_21_modules_branch3_modules_1_modules_conv_parameters_weight_ = (None) + x_445 = torch.nn.functional.batch_norm( + x_444, + l_self_modules_features_modules_21_modules_branch3_modules_1_modules_bn_buffers_running_mean_, + l_self_modules_features_modules_21_modules_branch3_modules_1_modules_bn_buffers_running_var_, + l_self_modules_features_modules_21_modules_branch3_modules_1_modules_bn_parameters_weight_, + l_self_modules_features_modules_21_modules_branch3_modules_1_modules_bn_parameters_bias_, + False, + 0.1, + 0.001, + ) + x_444 = l_self_modules_features_modules_21_modules_branch3_modules_1_modules_bn_buffers_running_mean_ = l_self_modules_features_modules_21_modules_branch3_modules_1_modules_bn_buffers_running_var_ = l_self_modules_features_modules_21_modules_branch3_modules_1_modules_bn_parameters_weight_ = l_self_modules_features_modules_21_modules_branch3_modules_1_modules_bn_parameters_bias_ = (None) + x_446 = torch.nn.functional.relu(x_445, inplace=True) + x_445 = None + out_18 = torch.cat((x_419, x1_3, x2_4, x_446), 1) + x_419 = x1_3 = x2_4 = x_446 = None + x_447 = torch.nn.functional.adaptive_avg_pool2d(out_18, 1) + out_18 = None + x_448 = x_447.flatten(1, -1) + x_447 = None + x_449 = torch.nn.functional.dropout(x_448, 0.0, False, False) + x_448 = None + x_450 = torch._C._nn.linear( + x_449, + l_self_modules_last_linear_parameters_weight_, + l_self_modules_last_linear_parameters_bias_, + ) + x_449 = ( + l_self_modules_last_linear_parameters_weight_ + ) = l_self_modules_last_linear_parameters_bias_ = None + return (x_450,) diff --git a/samples/timm/inception_v4/weight_meta.py b/samples/timm/inception_v4/weight_meta.py new file mode 100644 index 000000000..50305c3dd --- /dev/null +++ b/samples/timm/inception_v4/weight_meta.py @@ -0,0 +1,7530 @@ +class Program_weight_tensor_meta_L_self_modules_features_modules_0_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_0_modules_conv_parameters_weight_" + shape = [32, 3, 3, 3] + dtype = "torch.float32" + device = "cpu" + mean = -0.007 + std = 0.274 + data = None + + +class Program_weight_tensor_meta_s1: + name = "s1" + shape = [] + dtype = "torch.int64" + device = "cpu" + mean = None + std = None + data = [4] + + +class Program_weight_tensor_meta_L_x_: + name = "L_x_" + shape = [1, 3, 299, 299] + dtype = "torch.float32" + device = "cpu" + mean = 0.003 + std = 1.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_0_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_0_modules_bn_buffers_running_mean_" + shape = [32] + dtype = "torch.float32" + device = "cpu" + mean = 0.048 + std = 0.150 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_0_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_0_modules_bn_buffers_running_var_" + shape = [32] + dtype = "torch.float32" + device = "cpu" + mean = 0.498 + std = 0.720 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_0_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_0_modules_bn_parameters_weight_" + shape = [32] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_0_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_0_modules_bn_parameters_bias_" + shape = [32] + dtype = "torch.float32" + device = "cpu" + mean = 0.052 + std = 2.915 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_1_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_1_modules_conv_parameters_weight_" + shape = [32, 32, 3, 3] + dtype = "torch.float32" + device = "cpu" + mean = 0.001 + std = 0.140 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_1_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_1_modules_bn_buffers_running_mean_" + shape = [32] + dtype = "torch.float32" + device = "cpu" + mean = -1.043 + std = 4.996 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_1_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_1_modules_bn_buffers_running_var_" + shape = [32] + dtype = "torch.float32" + device = "cpu" + mean = 5.712 + std = 6.823 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_1_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_1_modules_bn_parameters_weight_" + shape = [32] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_1_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_1_modules_bn_parameters_bias_" + shape = [32] + dtype = "torch.float32" + device = "cpu" + mean = -0.047 + std = 1.714 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_2_modules_conv_parameters_weight_" + shape = [64, 32, 3, 3] + dtype = "torch.float32" + device = "cpu" + mean = -0.007 + std = 0.097 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_2_modules_bn_buffers_running_mean_" + shape = [64] + dtype = "torch.float32" + device = "cpu" + mean = -1.810 + std = 2.427 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_2_modules_bn_buffers_running_var_" + shape = [64] + dtype = "torch.float32" + device = "cpu" + mean = 3.588 + std = 3.202 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_2_modules_bn_parameters_weight_" + shape = [64] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_2_modules_bn_parameters_bias_" + shape = [64] + dtype = "torch.float32" + device = "cpu" + mean = 0.239 + std = 1.095 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_conv_modules_conv_parameters_weight_: + name = ( + "L_self_modules_features_modules_3_modules_conv_modules_conv_parameters_weight_" + ) + shape = [96, 64, 3, 3] + dtype = "torch.float32" + device = "cpu" + mean = -0.002 + std = 0.050 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_conv_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_3_modules_conv_modules_bn_buffers_running_mean_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = -0.461 + std = 3.167 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_conv_modules_bn_buffers_running_var_: + name = ( + "L_self_modules_features_modules_3_modules_conv_modules_bn_buffers_running_var_" + ) + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = 2.778 + std = 1.022 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_conv_modules_bn_parameters_weight_: + name = ( + "L_self_modules_features_modules_3_modules_conv_modules_bn_parameters_weight_" + ) + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_conv_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_3_modules_conv_modules_bn_parameters_bias_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = -0.114 + std = 0.418 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_branch0_modules_0_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_4_modules_branch0_modules_0_modules_conv_parameters_weight_" + shape = [64, 160, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.004 + std = 0.105 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_branch0_modules_0_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_4_modules_branch0_modules_0_modules_bn_buffers_running_mean_" + shape = [64] + dtype = "torch.float32" + device = "cpu" + mean = -0.531 + std = 1.015 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_branch0_modules_0_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_4_modules_branch0_modules_0_modules_bn_buffers_running_var_" + shape = [64] + dtype = "torch.float32" + device = "cpu" + mean = 1.355 + std = 0.602 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_branch0_modules_0_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_4_modules_branch0_modules_0_modules_bn_parameters_weight_" + shape = [64] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_branch0_modules_0_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_4_modules_branch0_modules_0_modules_bn_parameters_bias_" + shape = [64] + dtype = "torch.float32" + device = "cpu" + mean = 0.071 + std = 0.574 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_branch0_modules_1_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_4_modules_branch0_modules_1_modules_conv_parameters_weight_" + shape = [96, 64, 3, 3] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.056 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_branch0_modules_1_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_4_modules_branch0_modules_1_modules_bn_buffers_running_mean_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = -0.372 + std = 0.932 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_branch0_modules_1_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_4_modules_branch0_modules_1_modules_bn_buffers_running_var_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = 2.115 + std = 1.107 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_branch0_modules_1_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_4_modules_branch0_modules_1_modules_bn_parameters_weight_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_branch0_modules_1_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_4_modules_branch0_modules_1_modules_bn_parameters_bias_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = 0.110 + std = 1.212 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_branch1_modules_0_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_4_modules_branch1_modules_0_modules_conv_parameters_weight_" + shape = [64, 160, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.004 + std = 0.084 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_branch1_modules_0_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_4_modules_branch1_modules_0_modules_bn_buffers_running_mean_" + shape = [64] + dtype = "torch.float32" + device = "cpu" + mean = -0.616 + std = 2.006 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_branch1_modules_0_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_4_modules_branch1_modules_0_modules_bn_buffers_running_var_" + shape = [64] + dtype = "torch.float32" + device = "cpu" + mean = 1.223 + std = 1.547 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_branch1_modules_0_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_4_modules_branch1_modules_0_modules_bn_parameters_weight_" + shape = [64] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_branch1_modules_0_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_4_modules_branch1_modules_0_modules_bn_parameters_bias_" + shape = [64] + dtype = "torch.float32" + device = "cpu" + mean = -0.350 + std = 1.009 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_branch1_modules_1_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_4_modules_branch1_modules_1_modules_conv_parameters_weight_" + shape = [64, 64, 1, 7] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.057 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_branch1_modules_1_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_4_modules_branch1_modules_1_modules_bn_buffers_running_mean_" + shape = [64] + dtype = "torch.float32" + device = "cpu" + mean = -0.400 + std = 1.124 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_branch1_modules_1_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_4_modules_branch1_modules_1_modules_bn_buffers_running_var_" + shape = [64] + dtype = "torch.float32" + device = "cpu" + mean = 1.290 + std = 1.146 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_branch1_modules_1_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_4_modules_branch1_modules_1_modules_bn_parameters_weight_" + shape = [64] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_branch1_modules_1_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_4_modules_branch1_modules_1_modules_bn_parameters_bias_" + shape = [64] + dtype = "torch.float32" + device = "cpu" + mean = 0.095 + std = 1.006 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_branch1_modules_2_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_4_modules_branch1_modules_2_modules_conv_parameters_weight_" + shape = [64, 64, 7, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.002 + std = 0.061 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_branch1_modules_2_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_4_modules_branch1_modules_2_modules_bn_buffers_running_mean_" + shape = [64] + dtype = "torch.float32" + device = "cpu" + mean = -0.977 + std = 1.141 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_branch1_modules_2_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_4_modules_branch1_modules_2_modules_bn_buffers_running_var_" + shape = [64] + dtype = "torch.float32" + device = "cpu" + mean = 1.615 + std = 1.194 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_branch1_modules_2_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_4_modules_branch1_modules_2_modules_bn_parameters_weight_" + shape = [64] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_branch1_modules_2_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_4_modules_branch1_modules_2_modules_bn_parameters_bias_" + shape = [64] + dtype = "torch.float32" + device = "cpu" + mean = 0.049 + std = 1.217 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_branch1_modules_3_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_4_modules_branch1_modules_3_modules_conv_parameters_weight_" + shape = [96, 64, 3, 3] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.050 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_branch1_modules_3_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_4_modules_branch1_modules_3_modules_bn_buffers_running_mean_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = -0.245 + std = 0.881 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_branch1_modules_3_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_4_modules_branch1_modules_3_modules_bn_buffers_running_var_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = 1.711 + std = 0.592 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_branch1_modules_3_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_4_modules_branch1_modules_3_modules_bn_parameters_weight_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_branch1_modules_3_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_4_modules_branch1_modules_3_modules_bn_parameters_bias_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = -0.202 + std = 0.678 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_conv_modules_conv_parameters_weight_: + name = ( + "L_self_modules_features_modules_5_modules_conv_modules_conv_parameters_weight_" + ) + shape = [192, 192, 3, 3] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.023 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_conv_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_5_modules_conv_modules_bn_buffers_running_mean_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = 0.128 + std = 2.539 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_conv_modules_bn_buffers_running_var_: + name = ( + "L_self_modules_features_modules_5_modules_conv_modules_bn_buffers_running_var_" + ) + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = 1.564 + std = 0.455 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_conv_modules_bn_parameters_weight_: + name = ( + "L_self_modules_features_modules_5_modules_conv_modules_bn_parameters_weight_" + ) + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_conv_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_5_modules_conv_modules_bn_parameters_bias_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = -0.262 + std = 0.268 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_branch0_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_branch0_modules_conv_parameters_weight_" + shape = [96, 384, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.064 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_branch0_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_6_modules_branch0_modules_bn_buffers_running_mean_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = -0.301 + std = 2.276 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_branch0_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_6_modules_branch0_modules_bn_buffers_running_var_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = 1.768 + std = 1.404 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_branch0_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_branch0_modules_bn_parameters_weight_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_branch0_modules_bn_parameters_bias_: + name = ( + "L_self_modules_features_modules_6_modules_branch0_modules_bn_parameters_bias_" + ) + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = 0.059 + std = 0.429 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_branch1_modules_0_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_branch1_modules_0_modules_conv_parameters_weight_" + shape = [64, 384, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.002 + std = 0.051 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_branch1_modules_0_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_6_modules_branch1_modules_0_modules_bn_buffers_running_mean_" + shape = [64] + dtype = "torch.float32" + device = "cpu" + mean = -0.145 + std = 0.645 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_branch1_modules_0_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_6_modules_branch1_modules_0_modules_bn_buffers_running_var_" + shape = [64] + dtype = "torch.float32" + device = "cpu" + mean = 1.072 + std = 0.524 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_branch1_modules_0_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_branch1_modules_0_modules_bn_parameters_weight_" + shape = [64] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_branch1_modules_0_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_6_modules_branch1_modules_0_modules_bn_parameters_bias_" + shape = [64] + dtype = "torch.float32" + device = "cpu" + mean = -0.080 + std = 0.466 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_branch1_modules_1_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_branch1_modules_1_modules_conv_parameters_weight_" + shape = [96, 64, 3, 3] + dtype = "torch.float32" + device = "cpu" + mean = -0.003 + std = 0.041 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_branch1_modules_1_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_6_modules_branch1_modules_1_modules_bn_buffers_running_mean_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = -0.638 + std = 0.591 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_branch1_modules_1_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_6_modules_branch1_modules_1_modules_bn_buffers_running_var_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = 1.229 + std = 0.802 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_branch1_modules_1_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_branch1_modules_1_modules_bn_parameters_weight_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_branch1_modules_1_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_6_modules_branch1_modules_1_modules_bn_parameters_bias_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = -0.346 + std = 0.501 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_branch2_modules_0_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_branch2_modules_0_modules_conv_parameters_weight_" + shape = [64, 384, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.002 + std = 0.055 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_branch2_modules_0_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_6_modules_branch2_modules_0_modules_bn_buffers_running_mean_" + shape = [64] + dtype = "torch.float32" + device = "cpu" + mean = -0.102 + std = 1.821 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_branch2_modules_0_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_6_modules_branch2_modules_0_modules_bn_buffers_running_var_" + shape = [64] + dtype = "torch.float32" + device = "cpu" + mean = 1.267 + std = 0.682 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_branch2_modules_0_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_branch2_modules_0_modules_bn_parameters_weight_" + shape = [64] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_branch2_modules_0_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_6_modules_branch2_modules_0_modules_bn_parameters_bias_" + shape = [64] + dtype = "torch.float32" + device = "cpu" + mean = -0.028 + std = 0.559 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_branch2_modules_1_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_branch2_modules_1_modules_conv_parameters_weight_" + shape = [96, 64, 3, 3] + dtype = "torch.float32" + device = "cpu" + mean = -0.003 + std = 0.044 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_branch2_modules_1_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_6_modules_branch2_modules_1_modules_bn_buffers_running_mean_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = -0.784 + std = 0.422 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_branch2_modules_1_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_6_modules_branch2_modules_1_modules_bn_buffers_running_var_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = 1.140 + std = 0.704 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_branch2_modules_1_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_branch2_modules_1_modules_bn_parameters_weight_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_branch2_modules_1_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_6_modules_branch2_modules_1_modules_bn_parameters_bias_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = -0.475 + std = 0.270 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_branch2_modules_2_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_branch2_modules_2_modules_conv_parameters_weight_" + shape = [96, 96, 3, 3] + dtype = "torch.float32" + device = "cpu" + mean = -0.002 + std = 0.036 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_branch2_modules_2_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_6_modules_branch2_modules_2_modules_bn_buffers_running_mean_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = -0.365 + std = 0.386 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_branch2_modules_2_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_6_modules_branch2_modules_2_modules_bn_buffers_running_var_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = 0.716 + std = 0.434 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_branch2_modules_2_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_branch2_modules_2_modules_bn_parameters_weight_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_branch2_modules_2_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_6_modules_branch2_modules_2_modules_bn_parameters_bias_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = -0.245 + std = 0.600 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_branch3_modules_1_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_branch3_modules_1_modules_conv_parameters_weight_" + shape = [96, 384, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.002 + std = 0.046 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_branch3_modules_1_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_6_modules_branch3_modules_1_modules_bn_buffers_running_mean_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = -0.325 + std = 1.403 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_branch3_modules_1_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_6_modules_branch3_modules_1_modules_bn_buffers_running_var_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = 0.283 + std = 0.129 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_branch3_modules_1_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_branch3_modules_1_modules_bn_parameters_weight_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_branch3_modules_1_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_6_modules_branch3_modules_1_modules_bn_parameters_bias_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = -0.806 + std = 0.351 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_branch0_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_7_modules_branch0_modules_conv_parameters_weight_" + shape = [96, 384, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.001 + std = 0.067 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_branch0_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_7_modules_branch0_modules_bn_buffers_running_mean_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = 0.250 + std = 0.676 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_branch0_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_7_modules_branch0_modules_bn_buffers_running_var_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = 1.243 + std = 0.827 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_branch0_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_7_modules_branch0_modules_bn_parameters_weight_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_branch0_modules_bn_parameters_bias_: + name = ( + "L_self_modules_features_modules_7_modules_branch0_modules_bn_parameters_bias_" + ) + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = 0.316 + std = 0.645 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_branch1_modules_0_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_7_modules_branch1_modules_0_modules_conv_parameters_weight_" + shape = [64, 384, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.002 + std = 0.046 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_branch1_modules_0_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_7_modules_branch1_modules_0_modules_bn_buffers_running_mean_" + shape = [64] + dtype = "torch.float32" + device = "cpu" + mean = -0.210 + std = 0.462 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_branch1_modules_0_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_7_modules_branch1_modules_0_modules_bn_buffers_running_var_" + shape = [64] + dtype = "torch.float32" + device = "cpu" + mean = 0.479 + std = 0.223 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_branch1_modules_0_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_7_modules_branch1_modules_0_modules_bn_parameters_weight_" + shape = [64] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_branch1_modules_0_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_7_modules_branch1_modules_0_modules_bn_parameters_bias_" + shape = [64] + dtype = "torch.float32" + device = "cpu" + mean = -0.602 + std = 0.375 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_branch1_modules_1_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_7_modules_branch1_modules_1_modules_conv_parameters_weight_" + shape = [96, 64, 3, 3] + dtype = "torch.float32" + device = "cpu" + mean = -0.003 + std = 0.030 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_branch1_modules_1_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_7_modules_branch1_modules_1_modules_bn_buffers_running_mean_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = -0.320 + std = 0.327 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_branch1_modules_1_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_7_modules_branch1_modules_1_modules_bn_buffers_running_var_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = 0.243 + std = 0.250 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_branch1_modules_1_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_7_modules_branch1_modules_1_modules_bn_parameters_weight_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_branch1_modules_1_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_7_modules_branch1_modules_1_modules_bn_parameters_bias_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = -0.652 + std = 0.445 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_branch2_modules_0_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_7_modules_branch2_modules_0_modules_conv_parameters_weight_" + shape = [64, 384, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.002 + std = 0.049 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_branch2_modules_0_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_7_modules_branch2_modules_0_modules_bn_buffers_running_mean_" + shape = [64] + dtype = "torch.float32" + device = "cpu" + mean = -0.255 + std = 0.675 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_branch2_modules_0_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_7_modules_branch2_modules_0_modules_bn_buffers_running_var_" + shape = [64] + dtype = "torch.float32" + device = "cpu" + mean = 0.552 + std = 0.413 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_branch2_modules_0_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_7_modules_branch2_modules_0_modules_bn_parameters_weight_" + shape = [64] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_branch2_modules_0_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_7_modules_branch2_modules_0_modules_bn_parameters_bias_" + shape = [64] + dtype = "torch.float32" + device = "cpu" + mean = -0.073 + std = 0.497 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_branch2_modules_1_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_7_modules_branch2_modules_1_modules_conv_parameters_weight_" + shape = [96, 64, 3, 3] + dtype = "torch.float32" + device = "cpu" + mean = -0.003 + std = 0.037 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_branch2_modules_1_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_7_modules_branch2_modules_1_modules_bn_buffers_running_mean_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = -0.763 + std = 0.657 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_branch2_modules_1_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_7_modules_branch2_modules_1_modules_bn_buffers_running_var_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = 0.666 + std = 0.252 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_branch2_modules_1_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_7_modules_branch2_modules_1_modules_bn_parameters_weight_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_branch2_modules_1_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_7_modules_branch2_modules_1_modules_bn_parameters_bias_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = -0.609 + std = 0.381 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_branch2_modules_2_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_7_modules_branch2_modules_2_modules_conv_parameters_weight_" + shape = [96, 96, 3, 3] + dtype = "torch.float32" + device = "cpu" + mean = -0.002 + std = 0.029 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_branch2_modules_2_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_7_modules_branch2_modules_2_modules_bn_buffers_running_mean_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = -0.261 + std = 0.312 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_branch2_modules_2_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_7_modules_branch2_modules_2_modules_bn_buffers_running_var_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = 0.410 + std = 0.320 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_branch2_modules_2_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_7_modules_branch2_modules_2_modules_bn_parameters_weight_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_branch2_modules_2_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_7_modules_branch2_modules_2_modules_bn_parameters_bias_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = -0.509 + std = 0.566 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_branch3_modules_1_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_7_modules_branch3_modules_1_modules_conv_parameters_weight_" + shape = [96, 384, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.002 + std = 0.049 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_branch3_modules_1_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_7_modules_branch3_modules_1_modules_bn_buffers_running_mean_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = -0.297 + std = 0.471 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_branch3_modules_1_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_7_modules_branch3_modules_1_modules_bn_buffers_running_var_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = 0.193 + std = 0.084 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_branch3_modules_1_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_7_modules_branch3_modules_1_modules_bn_parameters_weight_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_branch3_modules_1_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_7_modules_branch3_modules_1_modules_bn_parameters_bias_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = -0.671 + std = 0.300 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_8_modules_branch0_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_8_modules_branch0_modules_conv_parameters_weight_" + shape = [96, 384, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.001 + std = 0.063 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_8_modules_branch0_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_8_modules_branch0_modules_bn_buffers_running_mean_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = 0.370 + std = 0.676 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_8_modules_branch0_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_8_modules_branch0_modules_bn_buffers_running_var_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = 1.322 + std = 0.829 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_8_modules_branch0_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_8_modules_branch0_modules_bn_parameters_weight_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_8_modules_branch0_modules_bn_parameters_bias_: + name = ( + "L_self_modules_features_modules_8_modules_branch0_modules_bn_parameters_bias_" + ) + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = 0.477 + std = 0.723 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_8_modules_branch1_modules_0_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_8_modules_branch1_modules_0_modules_conv_parameters_weight_" + shape = [64, 384, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.003 + std = 0.043 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_8_modules_branch1_modules_0_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_8_modules_branch1_modules_0_modules_bn_buffers_running_mean_" + shape = [64] + dtype = "torch.float32" + device = "cpu" + mean = -0.154 + std = 0.412 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_8_modules_branch1_modules_0_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_8_modules_branch1_modules_0_modules_bn_buffers_running_var_" + shape = [64] + dtype = "torch.float32" + device = "cpu" + mean = 0.424 + std = 0.166 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_8_modules_branch1_modules_0_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_8_modules_branch1_modules_0_modules_bn_parameters_weight_" + shape = [64] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_8_modules_branch1_modules_0_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_8_modules_branch1_modules_0_modules_bn_parameters_bias_" + shape = [64] + dtype = "torch.float32" + device = "cpu" + mean = -0.755 + std = 0.335 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_8_modules_branch1_modules_1_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_8_modules_branch1_modules_1_modules_conv_parameters_weight_" + shape = [96, 64, 3, 3] + dtype = "torch.float32" + device = "cpu" + mean = -0.002 + std = 0.027 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_8_modules_branch1_modules_1_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_8_modules_branch1_modules_1_modules_bn_buffers_running_mean_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = -0.218 + std = 0.232 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_8_modules_branch1_modules_1_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_8_modules_branch1_modules_1_modules_bn_buffers_running_var_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = 0.133 + std = 0.039 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_8_modules_branch1_modules_1_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_8_modules_branch1_modules_1_modules_bn_parameters_weight_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_8_modules_branch1_modules_1_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_8_modules_branch1_modules_1_modules_bn_parameters_bias_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = -0.807 + std = 0.324 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_8_modules_branch2_modules_0_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_8_modules_branch2_modules_0_modules_conv_parameters_weight_" + shape = [64, 384, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.044 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_8_modules_branch2_modules_0_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_8_modules_branch2_modules_0_modules_bn_buffers_running_mean_" + shape = [64] + dtype = "torch.float32" + device = "cpu" + mean = 0.032 + std = 0.788 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_8_modules_branch2_modules_0_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_8_modules_branch2_modules_0_modules_bn_buffers_running_var_" + shape = [64] + dtype = "torch.float32" + device = "cpu" + mean = 0.502 + std = 0.341 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_8_modules_branch2_modules_0_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_8_modules_branch2_modules_0_modules_bn_parameters_weight_" + shape = [64] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_8_modules_branch2_modules_0_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_8_modules_branch2_modules_0_modules_bn_parameters_bias_" + shape = [64] + dtype = "torch.float32" + device = "cpu" + mean = -0.416 + std = 0.901 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_8_modules_branch2_modules_1_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_8_modules_branch2_modules_1_modules_conv_parameters_weight_" + shape = [96, 64, 3, 3] + dtype = "torch.float32" + device = "cpu" + mean = -0.003 + std = 0.032 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_8_modules_branch2_modules_1_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_8_modules_branch2_modules_1_modules_bn_buffers_running_mean_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = -0.567 + std = 1.224 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_8_modules_branch2_modules_1_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_8_modules_branch2_modules_1_modules_bn_buffers_running_var_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = 0.527 + std = 0.413 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_8_modules_branch2_modules_1_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_8_modules_branch2_modules_1_modules_bn_parameters_weight_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_8_modules_branch2_modules_1_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_8_modules_branch2_modules_1_modules_bn_parameters_bias_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = -0.695 + std = 0.655 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_8_modules_branch2_modules_2_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_8_modules_branch2_modules_2_modules_conv_parameters_weight_" + shape = [96, 96, 3, 3] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.026 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_8_modules_branch2_modules_2_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_8_modules_branch2_modules_2_modules_bn_buffers_running_mean_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = -0.277 + std = 0.492 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_8_modules_branch2_modules_2_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_8_modules_branch2_modules_2_modules_bn_buffers_running_var_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = 0.379 + std = 0.305 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_8_modules_branch2_modules_2_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_8_modules_branch2_modules_2_modules_bn_parameters_weight_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_8_modules_branch2_modules_2_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_8_modules_branch2_modules_2_modules_bn_parameters_bias_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = -0.571 + std = 0.707 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_8_modules_branch3_modules_1_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_8_modules_branch3_modules_1_modules_conv_parameters_weight_" + shape = [96, 384, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.002 + std = 0.045 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_8_modules_branch3_modules_1_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_8_modules_branch3_modules_1_modules_bn_buffers_running_mean_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = -0.132 + std = 0.354 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_8_modules_branch3_modules_1_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_8_modules_branch3_modules_1_modules_bn_buffers_running_var_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = 0.198 + std = 0.102 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_8_modules_branch3_modules_1_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_8_modules_branch3_modules_1_modules_bn_parameters_weight_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_8_modules_branch3_modules_1_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_8_modules_branch3_modules_1_modules_bn_parameters_bias_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = -0.575 + std = 0.293 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_9_modules_branch0_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_9_modules_branch0_modules_conv_parameters_weight_" + shape = [96, 384, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.002 + std = 0.055 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_9_modules_branch0_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_9_modules_branch0_modules_bn_buffers_running_mean_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = 0.063 + std = 0.813 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_9_modules_branch0_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_9_modules_branch0_modules_bn_buffers_running_var_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = 1.054 + std = 0.353 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_9_modules_branch0_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_9_modules_branch0_modules_bn_parameters_weight_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_9_modules_branch0_modules_bn_parameters_bias_: + name = ( + "L_self_modules_features_modules_9_modules_branch0_modules_bn_parameters_bias_" + ) + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = -0.102 + std = 0.355 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_9_modules_branch1_modules_0_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_9_modules_branch1_modules_0_modules_conv_parameters_weight_" + shape = [64, 384, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.002 + std = 0.047 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_9_modules_branch1_modules_0_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_9_modules_branch1_modules_0_modules_bn_buffers_running_mean_" + shape = [64] + dtype = "torch.float32" + device = "cpu" + mean = -0.098 + std = 0.410 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_9_modules_branch1_modules_0_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_9_modules_branch1_modules_0_modules_bn_buffers_running_var_" + shape = [64] + dtype = "torch.float32" + device = "cpu" + mean = 0.660 + std = 0.246 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_9_modules_branch1_modules_0_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_9_modules_branch1_modules_0_modules_bn_parameters_weight_" + shape = [64] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_9_modules_branch1_modules_0_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_9_modules_branch1_modules_0_modules_bn_parameters_bias_" + shape = [64] + dtype = "torch.float32" + device = "cpu" + mean = -0.547 + std = 0.357 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_9_modules_branch1_modules_1_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_9_modules_branch1_modules_1_modules_conv_parameters_weight_" + shape = [96, 64, 3, 3] + dtype = "torch.float32" + device = "cpu" + mean = -0.003 + std = 0.032 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_9_modules_branch1_modules_1_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_9_modules_branch1_modules_1_modules_bn_buffers_running_mean_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = -0.347 + std = 0.254 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_9_modules_branch1_modules_1_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_9_modules_branch1_modules_1_modules_bn_buffers_running_var_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = 0.294 + std = 0.078 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_9_modules_branch1_modules_1_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_9_modules_branch1_modules_1_modules_bn_parameters_weight_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_9_modules_branch1_modules_1_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_9_modules_branch1_modules_1_modules_bn_parameters_bias_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = -0.787 + std = 0.520 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_9_modules_branch2_modules_0_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_9_modules_branch2_modules_0_modules_conv_parameters_weight_" + shape = [64, 384, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.002 + std = 0.041 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_9_modules_branch2_modules_0_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_9_modules_branch2_modules_0_modules_bn_buffers_running_mean_" + shape = [64] + dtype = "torch.float32" + device = "cpu" + mean = -0.126 + std = 0.786 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_9_modules_branch2_modules_0_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_9_modules_branch2_modules_0_modules_bn_buffers_running_var_" + shape = [64] + dtype = "torch.float32" + device = "cpu" + mean = 0.572 + std = 0.400 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_9_modules_branch2_modules_0_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_9_modules_branch2_modules_0_modules_bn_parameters_weight_" + shape = [64] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_9_modules_branch2_modules_0_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_9_modules_branch2_modules_0_modules_bn_parameters_bias_" + shape = [64] + dtype = "torch.float32" + device = "cpu" + mean = -0.359 + std = 0.666 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_9_modules_branch2_modules_1_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_9_modules_branch2_modules_1_modules_conv_parameters_weight_" + shape = [96, 64, 3, 3] + dtype = "torch.float32" + device = "cpu" + mean = -0.003 + std = 0.037 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_9_modules_branch2_modules_1_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_9_modules_branch2_modules_1_modules_bn_buffers_running_mean_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = -0.676 + std = 0.306 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_9_modules_branch2_modules_1_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_9_modules_branch2_modules_1_modules_bn_buffers_running_var_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = 0.888 + std = 0.301 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_9_modules_branch2_modules_1_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_9_modules_branch2_modules_1_modules_bn_parameters_weight_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_9_modules_branch2_modules_1_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_9_modules_branch2_modules_1_modules_bn_parameters_bias_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = -0.723 + std = 0.370 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_9_modules_branch2_modules_2_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_9_modules_branch2_modules_2_modules_conv_parameters_weight_" + shape = [96, 96, 3, 3] + dtype = "torch.float32" + device = "cpu" + mean = -0.003 + std = 0.031 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_9_modules_branch2_modules_2_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_9_modules_branch2_modules_2_modules_bn_buffers_running_mean_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = -0.388 + std = 0.203 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_9_modules_branch2_modules_2_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_9_modules_branch2_modules_2_modules_bn_buffers_running_var_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = 0.390 + std = 0.206 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_9_modules_branch2_modules_2_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_9_modules_branch2_modules_2_modules_bn_parameters_weight_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_9_modules_branch2_modules_2_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_9_modules_branch2_modules_2_modules_bn_parameters_bias_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = -0.474 + std = 0.936 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_9_modules_branch3_modules_1_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_9_modules_branch3_modules_1_modules_conv_parameters_weight_" + shape = [96, 384, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.053 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_9_modules_branch3_modules_1_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_9_modules_branch3_modules_1_modules_bn_buffers_running_mean_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = 0.118 + std = 0.754 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_9_modules_branch3_modules_1_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_9_modules_branch3_modules_1_modules_bn_buffers_running_var_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = 0.394 + std = 0.274 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_9_modules_branch3_modules_1_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_9_modules_branch3_modules_1_modules_bn_parameters_weight_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_9_modules_branch3_modules_1_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_9_modules_branch3_modules_1_modules_bn_parameters_bias_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = -0.236 + std = 0.401 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_10_modules_branch0_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_10_modules_branch0_modules_conv_parameters_weight_" + shape = [384, 384, 3, 3] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.011 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_10_modules_branch0_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_10_modules_branch0_modules_bn_buffers_running_mean_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = -0.266 + std = 0.784 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_10_modules_branch0_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_10_modules_branch0_modules_bn_buffers_running_var_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = 0.716 + std = 0.215 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_10_modules_branch0_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_10_modules_branch0_modules_bn_parameters_weight_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_10_modules_branch0_modules_bn_parameters_bias_: + name = ( + "L_self_modules_features_modules_10_modules_branch0_modules_bn_parameters_bias_" + ) + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = -0.744 + std = 0.226 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_10_modules_branch1_modules_0_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_10_modules_branch1_modules_0_modules_conv_parameters_weight_" + shape = [192, 384, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.026 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_10_modules_branch1_modules_0_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_10_modules_branch1_modules_0_modules_bn_buffers_running_mean_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = -0.052 + std = 0.363 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_10_modules_branch1_modules_0_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_10_modules_branch1_modules_0_modules_bn_buffers_running_var_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = 0.213 + std = 0.109 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_10_modules_branch1_modules_0_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_10_modules_branch1_modules_0_modules_bn_parameters_weight_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_10_modules_branch1_modules_0_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_10_modules_branch1_modules_0_modules_bn_parameters_bias_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = -0.608 + std = 0.368 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_10_modules_branch1_modules_1_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_10_modules_branch1_modules_1_modules_conv_parameters_weight_" + shape = [224, 192, 3, 3] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.014 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_10_modules_branch1_modules_1_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_10_modules_branch1_modules_1_modules_bn_buffers_running_mean_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = -0.416 + std = 0.309 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_10_modules_branch1_modules_1_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_10_modules_branch1_modules_1_modules_bn_buffers_running_var_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = 0.394 + std = 0.130 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_10_modules_branch1_modules_1_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_10_modules_branch1_modules_1_modules_bn_parameters_weight_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_10_modules_branch1_modules_1_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_10_modules_branch1_modules_1_modules_bn_parameters_bias_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = -0.860 + std = 0.214 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_10_modules_branch1_modules_2_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_10_modules_branch1_modules_2_modules_conv_parameters_weight_" + shape = [256, 224, 3, 3] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.012 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_10_modules_branch1_modules_2_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_10_modules_branch1_modules_2_modules_bn_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = -0.195 + std = 0.197 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_10_modules_branch1_modules_2_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_10_modules_branch1_modules_2_modules_bn_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = 0.188 + std = 0.127 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_10_modules_branch1_modules_2_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_10_modules_branch1_modules_2_modules_bn_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_10_modules_branch1_modules_2_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_10_modules_branch1_modules_2_modules_bn_parameters_bias_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = -0.333 + std = 0.409 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_11_modules_branch0_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_11_modules_branch0_modules_conv_parameters_weight_" + shape = [384, 1024, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.028 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_11_modules_branch0_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_11_modules_branch0_modules_bn_buffers_running_mean_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = -0.176 + std = 0.711 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_11_modules_branch0_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_11_modules_branch0_modules_bn_buffers_running_var_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = 0.991 + std = 1.109 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_11_modules_branch0_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_11_modules_branch0_modules_bn_parameters_weight_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_11_modules_branch0_modules_bn_parameters_bias_: + name = ( + "L_self_modules_features_modules_11_modules_branch0_modules_bn_parameters_bias_" + ) + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = -0.292 + std = 0.449 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_11_modules_branch1_modules_0_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_11_modules_branch1_modules_0_modules_conv_parameters_weight_" + shape = [192, 1024, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.025 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_11_modules_branch1_modules_0_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_11_modules_branch1_modules_0_modules_bn_buffers_running_mean_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = -0.069 + std = 0.572 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_11_modules_branch1_modules_0_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_11_modules_branch1_modules_0_modules_bn_buffers_running_var_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = 0.667 + std = 0.321 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_11_modules_branch1_modules_0_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_11_modules_branch1_modules_0_modules_bn_parameters_weight_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_11_modules_branch1_modules_0_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_11_modules_branch1_modules_0_modules_bn_parameters_bias_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = -0.761 + std = 0.280 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_11_modules_branch1_modules_1_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_11_modules_branch1_modules_1_modules_conv_parameters_weight_" + shape = [224, 192, 1, 7] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.022 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_11_modules_branch1_modules_1_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_11_modules_branch1_modules_1_modules_bn_buffers_running_mean_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = -0.264 + std = 0.190 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_11_modules_branch1_modules_1_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_11_modules_branch1_modules_1_modules_bn_buffers_running_var_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = 0.304 + std = 0.135 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_11_modules_branch1_modules_1_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_11_modules_branch1_modules_1_modules_bn_parameters_weight_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_11_modules_branch1_modules_1_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_11_modules_branch1_modules_1_modules_bn_parameters_bias_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = -0.576 + std = 0.282 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_11_modules_branch1_modules_2_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_11_modules_branch1_modules_2_modules_conv_parameters_weight_" + shape = [256, 224, 7, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.021 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_11_modules_branch1_modules_2_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_11_modules_branch1_modules_2_modules_bn_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = -0.365 + std = 0.285 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_11_modules_branch1_modules_2_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_11_modules_branch1_modules_2_modules_bn_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = 0.331 + std = 0.128 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_11_modules_branch1_modules_2_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_11_modules_branch1_modules_2_modules_bn_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_11_modules_branch1_modules_2_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_11_modules_branch1_modules_2_modules_bn_parameters_bias_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = -0.650 + std = 0.314 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_11_modules_branch2_modules_0_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_11_modules_branch2_modules_0_modules_conv_parameters_weight_" + shape = [192, 1024, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.022 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_11_modules_branch2_modules_0_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_11_modules_branch2_modules_0_modules_bn_buffers_running_mean_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = 0.048 + std = 0.534 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_11_modules_branch2_modules_0_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_11_modules_branch2_modules_0_modules_bn_buffers_running_var_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = 0.669 + std = 0.630 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_11_modules_branch2_modules_0_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_11_modules_branch2_modules_0_modules_bn_parameters_weight_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_11_modules_branch2_modules_0_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_11_modules_branch2_modules_0_modules_bn_parameters_bias_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = -0.785 + std = 0.310 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_11_modules_branch2_modules_1_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_11_modules_branch2_modules_1_modules_conv_parameters_weight_" + shape = [192, 192, 7, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.002 + std = 0.020 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_11_modules_branch2_modules_1_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_11_modules_branch2_modules_1_modules_bn_buffers_running_mean_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = -0.260 + std = 0.231 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_11_modules_branch2_modules_1_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_11_modules_branch2_modules_1_modules_bn_buffers_running_var_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = 0.266 + std = 0.162 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_11_modules_branch2_modules_1_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_11_modules_branch2_modules_1_modules_bn_parameters_weight_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_11_modules_branch2_modules_1_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_11_modules_branch2_modules_1_modules_bn_parameters_bias_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = -0.725 + std = 0.387 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_11_modules_branch2_modules_2_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_11_modules_branch2_modules_2_modules_conv_parameters_weight_" + shape = [224, 192, 1, 7] + dtype = "torch.float32" + device = "cpu" + mean = -0.002 + std = 0.018 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_11_modules_branch2_modules_2_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_11_modules_branch2_modules_2_modules_bn_buffers_running_mean_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = -0.343 + std = 0.309 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_11_modules_branch2_modules_2_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_11_modules_branch2_modules_2_modules_bn_buffers_running_var_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = 0.215 + std = 0.107 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_11_modules_branch2_modules_2_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_11_modules_branch2_modules_2_modules_bn_parameters_weight_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_11_modules_branch2_modules_2_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_11_modules_branch2_modules_2_modules_bn_parameters_bias_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = -0.793 + std = 0.309 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_11_modules_branch2_modules_3_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_11_modules_branch2_modules_3_modules_conv_parameters_weight_" + shape = [224, 224, 7, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.016 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_11_modules_branch2_modules_3_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_11_modules_branch2_modules_3_modules_bn_buffers_running_mean_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = -0.270 + std = 0.235 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_11_modules_branch2_modules_3_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_11_modules_branch2_modules_3_modules_bn_buffers_running_var_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = 0.217 + std = 0.100 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_11_modules_branch2_modules_3_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_11_modules_branch2_modules_3_modules_bn_parameters_weight_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_11_modules_branch2_modules_3_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_11_modules_branch2_modules_3_modules_bn_parameters_bias_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = -0.609 + std = 0.372 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_11_modules_branch2_modules_4_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_11_modules_branch2_modules_4_modules_conv_parameters_weight_" + shape = [256, 224, 1, 7] + dtype = "torch.float32" + device = "cpu" + mean = -0.002 + std = 0.015 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_11_modules_branch2_modules_4_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_11_modules_branch2_modules_4_modules_bn_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = -0.596 + std = 0.303 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_11_modules_branch2_modules_4_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_11_modules_branch2_modules_4_modules_bn_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = 0.366 + std = 0.293 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_11_modules_branch2_modules_4_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_11_modules_branch2_modules_4_modules_bn_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_11_modules_branch2_modules_4_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_11_modules_branch2_modules_4_modules_bn_parameters_bias_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = -0.706 + std = 0.342 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_11_modules_branch3_modules_1_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_11_modules_branch3_modules_1_modules_conv_parameters_weight_" + shape = [128, 1024, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.027 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_11_modules_branch3_modules_1_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_11_modules_branch3_modules_1_modules_bn_buffers_running_mean_" + shape = [128] + dtype = "torch.float32" + device = "cpu" + mean = -0.177 + std = 0.446 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_11_modules_branch3_modules_1_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_11_modules_branch3_modules_1_modules_bn_buffers_running_var_" + shape = [128] + dtype = "torch.float32" + device = "cpu" + mean = 0.305 + std = 0.134 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_11_modules_branch3_modules_1_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_11_modules_branch3_modules_1_modules_bn_parameters_weight_" + shape = [128] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_11_modules_branch3_modules_1_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_11_modules_branch3_modules_1_modules_bn_parameters_bias_" + shape = [128] + dtype = "torch.float32" + device = "cpu" + mean = -0.577 + std = 0.168 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_12_modules_branch0_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_12_modules_branch0_modules_conv_parameters_weight_" + shape = [384, 1024, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.031 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_12_modules_branch0_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_12_modules_branch0_modules_bn_buffers_running_mean_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = -0.257 + std = 0.425 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_12_modules_branch0_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_12_modules_branch0_modules_bn_buffers_running_var_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = 0.647 + std = 0.639 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_12_modules_branch0_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_12_modules_branch0_modules_bn_parameters_weight_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_12_modules_branch0_modules_bn_parameters_bias_: + name = ( + "L_self_modules_features_modules_12_modules_branch0_modules_bn_parameters_bias_" + ) + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = -0.383 + std = 0.426 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_12_modules_branch1_modules_0_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_12_modules_branch1_modules_0_modules_conv_parameters_weight_" + shape = [192, 1024, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.022 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_12_modules_branch1_modules_0_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_12_modules_branch1_modules_0_modules_bn_buffers_running_mean_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = -0.189 + std = 0.353 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_12_modules_branch1_modules_0_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_12_modules_branch1_modules_0_modules_bn_buffers_running_var_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = 0.255 + std = 0.115 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_12_modules_branch1_modules_0_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_12_modules_branch1_modules_0_modules_bn_parameters_weight_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_12_modules_branch1_modules_0_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_12_modules_branch1_modules_0_modules_bn_parameters_bias_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = -0.749 + std = 0.239 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_12_modules_branch1_modules_1_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_12_modules_branch1_modules_1_modules_conv_parameters_weight_" + shape = [224, 192, 1, 7] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.015 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_12_modules_branch1_modules_1_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_12_modules_branch1_modules_1_modules_bn_buffers_running_mean_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = -0.170 + std = 0.170 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_12_modules_branch1_modules_1_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_12_modules_branch1_modules_1_modules_bn_buffers_running_var_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = 0.190 + std = 0.112 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_12_modules_branch1_modules_1_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_12_modules_branch1_modules_1_modules_bn_parameters_weight_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_12_modules_branch1_modules_1_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_12_modules_branch1_modules_1_modules_bn_parameters_bias_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = -0.344 + std = 0.285 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_12_modules_branch1_modules_2_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_12_modules_branch1_modules_2_modules_conv_parameters_weight_" + shape = [256, 224, 7, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.002 + std = 0.014 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_12_modules_branch1_modules_2_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_12_modules_branch1_modules_2_modules_bn_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = -0.486 + std = 0.320 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_12_modules_branch1_modules_2_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_12_modules_branch1_modules_2_modules_bn_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = 0.491 + std = 0.383 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_12_modules_branch1_modules_2_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_12_modules_branch1_modules_2_modules_bn_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_12_modules_branch1_modules_2_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_12_modules_branch1_modules_2_modules_bn_parameters_bias_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = -0.528 + std = 0.256 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_12_modules_branch2_modules_0_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_12_modules_branch2_modules_0_modules_conv_parameters_weight_" + shape = [192, 1024, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.020 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_12_modules_branch2_modules_0_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_12_modules_branch2_modules_0_modules_bn_buffers_running_mean_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = -0.019 + std = 0.540 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_12_modules_branch2_modules_0_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_12_modules_branch2_modules_0_modules_bn_buffers_running_var_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = 0.334 + std = 0.268 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_12_modules_branch2_modules_0_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_12_modules_branch2_modules_0_modules_bn_parameters_weight_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_12_modules_branch2_modules_0_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_12_modules_branch2_modules_0_modules_bn_parameters_bias_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = -0.480 + std = 0.395 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_12_modules_branch2_modules_1_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_12_modules_branch2_modules_1_modules_conv_parameters_weight_" + shape = [192, 192, 7, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.018 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_12_modules_branch2_modules_1_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_12_modules_branch2_modules_1_modules_bn_buffers_running_mean_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = -0.253 + std = 0.367 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_12_modules_branch2_modules_1_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_12_modules_branch2_modules_1_modules_bn_buffers_running_var_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = 0.460 + std = 0.344 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_12_modules_branch2_modules_1_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_12_modules_branch2_modules_1_modules_bn_parameters_weight_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_12_modules_branch2_modules_1_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_12_modules_branch2_modules_1_modules_bn_parameters_bias_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = -0.600 + std = 0.340 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_12_modules_branch2_modules_2_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_12_modules_branch2_modules_2_modules_conv_parameters_weight_" + shape = [224, 192, 1, 7] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.016 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_12_modules_branch2_modules_2_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_12_modules_branch2_modules_2_modules_bn_buffers_running_mean_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = -0.247 + std = 0.296 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_12_modules_branch2_modules_2_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_12_modules_branch2_modules_2_modules_bn_buffers_running_var_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = 0.242 + std = 0.115 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_12_modules_branch2_modules_2_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_12_modules_branch2_modules_2_modules_bn_parameters_weight_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_12_modules_branch2_modules_2_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_12_modules_branch2_modules_2_modules_bn_parameters_bias_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = -0.552 + std = 0.301 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_12_modules_branch2_modules_3_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_12_modules_branch2_modules_3_modules_conv_parameters_weight_" + shape = [224, 224, 7, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.015 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_12_modules_branch2_modules_3_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_12_modules_branch2_modules_3_modules_bn_buffers_running_mean_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = -0.235 + std = 0.252 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_12_modules_branch2_modules_3_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_12_modules_branch2_modules_3_modules_bn_buffers_running_var_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = 0.295 + std = 0.139 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_12_modules_branch2_modules_3_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_12_modules_branch2_modules_3_modules_bn_parameters_weight_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_12_modules_branch2_modules_3_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_12_modules_branch2_modules_3_modules_bn_parameters_bias_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = -0.510 + std = 0.344 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_12_modules_branch2_modules_4_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_12_modules_branch2_modules_4_modules_conv_parameters_weight_" + shape = [256, 224, 1, 7] + dtype = "torch.float32" + device = "cpu" + mean = -0.002 + std = 0.014 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_12_modules_branch2_modules_4_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_12_modules_branch2_modules_4_modules_bn_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = -0.550 + std = 0.310 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_12_modules_branch2_modules_4_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_12_modules_branch2_modules_4_modules_bn_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = 0.478 + std = 0.441 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_12_modules_branch2_modules_4_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_12_modules_branch2_modules_4_modules_bn_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_12_modules_branch2_modules_4_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_12_modules_branch2_modules_4_modules_bn_parameters_bias_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = -0.658 + std = 0.330 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_12_modules_branch3_modules_1_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_12_modules_branch3_modules_1_modules_conv_parameters_weight_" + shape = [128, 1024, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.028 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_12_modules_branch3_modules_1_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_12_modules_branch3_modules_1_modules_bn_buffers_running_mean_" + shape = [128] + dtype = "torch.float32" + device = "cpu" + mean = -0.225 + std = 0.263 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_12_modules_branch3_modules_1_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_12_modules_branch3_modules_1_modules_bn_buffers_running_var_" + shape = [128] + dtype = "torch.float32" + device = "cpu" + mean = 0.180 + std = 0.061 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_12_modules_branch3_modules_1_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_12_modules_branch3_modules_1_modules_bn_parameters_weight_" + shape = [128] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_12_modules_branch3_modules_1_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_12_modules_branch3_modules_1_modules_bn_parameters_bias_" + shape = [128] + dtype = "torch.float32" + device = "cpu" + mean = -0.789 + std = 0.177 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_13_modules_branch0_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_13_modules_branch0_modules_conv_parameters_weight_" + shape = [384, 1024, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.028 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_13_modules_branch0_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_13_modules_branch0_modules_bn_buffers_running_mean_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = -0.106 + std = 0.373 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_13_modules_branch0_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_13_modules_branch0_modules_bn_buffers_running_var_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = 0.622 + std = 0.548 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_13_modules_branch0_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_13_modules_branch0_modules_bn_parameters_weight_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_13_modules_branch0_modules_bn_parameters_bias_: + name = ( + "L_self_modules_features_modules_13_modules_branch0_modules_bn_parameters_bias_" + ) + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = -0.066 + std = 0.541 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_13_modules_branch1_modules_0_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_13_modules_branch1_modules_0_modules_conv_parameters_weight_" + shape = [192, 1024, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.022 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_13_modules_branch1_modules_0_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_13_modules_branch1_modules_0_modules_bn_buffers_running_mean_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = -0.228 + std = 0.298 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_13_modules_branch1_modules_0_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_13_modules_branch1_modules_0_modules_bn_buffers_running_var_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = 0.324 + std = 0.179 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_13_modules_branch1_modules_0_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_13_modules_branch1_modules_0_modules_bn_parameters_weight_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_13_modules_branch1_modules_0_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_13_modules_branch1_modules_0_modules_bn_parameters_bias_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = -0.636 + std = 0.287 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_13_modules_branch1_modules_1_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_13_modules_branch1_modules_1_modules_conv_parameters_weight_" + shape = [224, 192, 1, 7] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.019 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_13_modules_branch1_modules_1_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_13_modules_branch1_modules_1_modules_bn_buffers_running_mean_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = -0.302 + std = 0.248 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_13_modules_branch1_modules_1_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_13_modules_branch1_modules_1_modules_bn_buffers_running_var_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = 0.282 + std = 0.125 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_13_modules_branch1_modules_1_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_13_modules_branch1_modules_1_modules_bn_parameters_weight_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_13_modules_branch1_modules_1_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_13_modules_branch1_modules_1_modules_bn_parameters_bias_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = -0.620 + std = 0.240 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_13_modules_branch1_modules_2_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_13_modules_branch1_modules_2_modules_conv_parameters_weight_" + shape = [256, 224, 7, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.002 + std = 0.018 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_13_modules_branch1_modules_2_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_13_modules_branch1_modules_2_modules_bn_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = -0.362 + std = 0.222 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_13_modules_branch1_modules_2_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_13_modules_branch1_modules_2_modules_bn_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = 0.257 + std = 0.067 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_13_modules_branch1_modules_2_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_13_modules_branch1_modules_2_modules_bn_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_13_modules_branch1_modules_2_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_13_modules_branch1_modules_2_modules_bn_parameters_bias_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = -0.697 + std = 0.203 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_13_modules_branch2_modules_0_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_13_modules_branch2_modules_0_modules_conv_parameters_weight_" + shape = [192, 1024, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.020 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_13_modules_branch2_modules_0_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_13_modules_branch2_modules_0_modules_bn_buffers_running_mean_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = -0.189 + std = 0.283 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_13_modules_branch2_modules_0_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_13_modules_branch2_modules_0_modules_bn_buffers_running_var_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = 0.269 + std = 0.173 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_13_modules_branch2_modules_0_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_13_modules_branch2_modules_0_modules_bn_parameters_weight_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_13_modules_branch2_modules_0_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_13_modules_branch2_modules_0_modules_bn_parameters_bias_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = -0.580 + std = 0.315 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_13_modules_branch2_modules_1_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_13_modules_branch2_modules_1_modules_conv_parameters_weight_" + shape = [192, 192, 7, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.015 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_13_modules_branch2_modules_1_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_13_modules_branch2_modules_1_modules_bn_buffers_running_mean_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = -0.210 + std = 0.211 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_13_modules_branch2_modules_1_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_13_modules_branch2_modules_1_modules_bn_buffers_running_var_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = 0.228 + std = 0.128 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_13_modules_branch2_modules_1_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_13_modules_branch2_modules_1_modules_bn_parameters_weight_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_13_modules_branch2_modules_1_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_13_modules_branch2_modules_1_modules_bn_parameters_bias_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = -0.348 + std = 0.347 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_13_modules_branch2_modules_2_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_13_modules_branch2_modules_2_modules_conv_parameters_weight_" + shape = [224, 192, 1, 7] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.013 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_13_modules_branch2_modules_2_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_13_modules_branch2_modules_2_modules_bn_buffers_running_mean_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = -0.252 + std = 0.298 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_13_modules_branch2_modules_2_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_13_modules_branch2_modules_2_modules_bn_buffers_running_var_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = 0.250 + std = 0.114 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_13_modules_branch2_modules_2_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_13_modules_branch2_modules_2_modules_bn_parameters_weight_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_13_modules_branch2_modules_2_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_13_modules_branch2_modules_2_modules_bn_parameters_bias_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = -0.351 + std = 0.211 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_13_modules_branch2_modules_3_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_13_modules_branch2_modules_3_modules_conv_parameters_weight_" + shape = [224, 224, 7, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.011 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_13_modules_branch2_modules_3_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_13_modules_branch2_modules_3_modules_bn_buffers_running_mean_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = -0.157 + std = 0.269 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_13_modules_branch2_modules_3_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_13_modules_branch2_modules_3_modules_bn_buffers_running_var_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = 0.267 + std = 0.178 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_13_modules_branch2_modules_3_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_13_modules_branch2_modules_3_modules_bn_parameters_weight_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_13_modules_branch2_modules_3_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_13_modules_branch2_modules_3_modules_bn_parameters_bias_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = -0.286 + std = 0.317 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_13_modules_branch2_modules_4_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_13_modules_branch2_modules_4_modules_conv_parameters_weight_" + shape = [256, 224, 1, 7] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.010 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_13_modules_branch2_modules_4_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_13_modules_branch2_modules_4_modules_bn_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = -0.441 + std = 0.441 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_13_modules_branch2_modules_4_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_13_modules_branch2_modules_4_modules_bn_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = 0.537 + std = 0.496 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_13_modules_branch2_modules_4_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_13_modules_branch2_modules_4_modules_bn_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_13_modules_branch2_modules_4_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_13_modules_branch2_modules_4_modules_bn_parameters_bias_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = -0.462 + std = 0.262 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_13_modules_branch3_modules_1_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_13_modules_branch3_modules_1_modules_conv_parameters_weight_" + shape = [128, 1024, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.027 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_13_modules_branch3_modules_1_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_13_modules_branch3_modules_1_modules_bn_buffers_running_mean_" + shape = [128] + dtype = "torch.float32" + device = "cpu" + mean = -0.185 + std = 0.230 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_13_modules_branch3_modules_1_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_13_modules_branch3_modules_1_modules_bn_buffers_running_var_" + shape = [128] + dtype = "torch.float32" + device = "cpu" + mean = 0.156 + std = 0.053 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_13_modules_branch3_modules_1_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_13_modules_branch3_modules_1_modules_bn_parameters_weight_" + shape = [128] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_13_modules_branch3_modules_1_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_13_modules_branch3_modules_1_modules_bn_parameters_bias_" + shape = [128] + dtype = "torch.float32" + device = "cpu" + mean = -0.592 + std = 0.168 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_14_modules_branch0_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_14_modules_branch0_modules_conv_parameters_weight_" + shape = [384, 1024, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.027 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_14_modules_branch0_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_14_modules_branch0_modules_bn_buffers_running_mean_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = -0.155 + std = 0.500 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_14_modules_branch0_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_14_modules_branch0_modules_bn_buffers_running_var_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = 0.722 + std = 0.551 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_14_modules_branch0_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_14_modules_branch0_modules_bn_parameters_weight_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_14_modules_branch0_modules_bn_parameters_bias_: + name = ( + "L_self_modules_features_modules_14_modules_branch0_modules_bn_parameters_bias_" + ) + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = 0.104 + std = 0.586 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_14_modules_branch1_modules_0_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_14_modules_branch1_modules_0_modules_conv_parameters_weight_" + shape = [192, 1024, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.023 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_14_modules_branch1_modules_0_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_14_modules_branch1_modules_0_modules_bn_buffers_running_mean_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = -0.188 + std = 0.367 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_14_modules_branch1_modules_0_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_14_modules_branch1_modules_0_modules_bn_buffers_running_var_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = 0.413 + std = 0.221 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_14_modules_branch1_modules_0_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_14_modules_branch1_modules_0_modules_bn_parameters_weight_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_14_modules_branch1_modules_0_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_14_modules_branch1_modules_0_modules_bn_parameters_bias_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = -0.620 + std = 0.263 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_14_modules_branch1_modules_1_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_14_modules_branch1_modules_1_modules_conv_parameters_weight_" + shape = [224, 192, 1, 7] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.018 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_14_modules_branch1_modules_1_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_14_modules_branch1_modules_1_modules_bn_buffers_running_mean_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = -0.256 + std = 0.227 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_14_modules_branch1_modules_1_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_14_modules_branch1_modules_1_modules_bn_buffers_running_var_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = 0.282 + std = 0.194 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_14_modules_branch1_modules_1_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_14_modules_branch1_modules_1_modules_bn_parameters_weight_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_14_modules_branch1_modules_1_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_14_modules_branch1_modules_1_modules_bn_parameters_bias_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = -0.566 + std = 0.286 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_14_modules_branch1_modules_2_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_14_modules_branch1_modules_2_modules_conv_parameters_weight_" + shape = [256, 224, 7, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.017 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_14_modules_branch1_modules_2_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_14_modules_branch1_modules_2_modules_bn_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = -0.350 + std = 0.273 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_14_modules_branch1_modules_2_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_14_modules_branch1_modules_2_modules_bn_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = 0.242 + std = 0.124 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_14_modules_branch1_modules_2_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_14_modules_branch1_modules_2_modules_bn_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_14_modules_branch1_modules_2_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_14_modules_branch1_modules_2_modules_bn_parameters_bias_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = -0.608 + std = 0.255 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_14_modules_branch2_modules_0_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_14_modules_branch2_modules_0_modules_conv_parameters_weight_" + shape = [192, 1024, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.016 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_14_modules_branch2_modules_0_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_14_modules_branch2_modules_0_modules_bn_buffers_running_mean_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = -0.105 + std = 0.275 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_14_modules_branch2_modules_0_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_14_modules_branch2_modules_0_modules_bn_buffers_running_var_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = 0.228 + std = 0.151 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_14_modules_branch2_modules_0_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_14_modules_branch2_modules_0_modules_bn_parameters_weight_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_14_modules_branch2_modules_0_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_14_modules_branch2_modules_0_modules_bn_parameters_bias_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = -0.440 + std = 0.349 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_14_modules_branch2_modules_1_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_14_modules_branch2_modules_1_modules_conv_parameters_weight_" + shape = [192, 192, 7, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.011 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_14_modules_branch2_modules_1_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_14_modules_branch2_modules_1_modules_bn_buffers_running_mean_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = -0.080 + std = 0.257 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_14_modules_branch2_modules_1_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_14_modules_branch2_modules_1_modules_bn_buffers_running_var_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = 0.179 + std = 0.134 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_14_modules_branch2_modules_1_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_14_modules_branch2_modules_1_modules_bn_parameters_weight_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_14_modules_branch2_modules_1_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_14_modules_branch2_modules_1_modules_bn_parameters_bias_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = -0.213 + std = 0.324 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_14_modules_branch2_modules_2_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_14_modules_branch2_modules_2_modules_conv_parameters_weight_" + shape = [224, 192, 1, 7] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.009 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_14_modules_branch2_modules_2_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_14_modules_branch2_modules_2_modules_bn_buffers_running_mean_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = -0.126 + std = 0.358 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_14_modules_branch2_modules_2_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_14_modules_branch2_modules_2_modules_bn_buffers_running_var_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = 0.230 + std = 0.143 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_14_modules_branch2_modules_2_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_14_modules_branch2_modules_2_modules_bn_parameters_weight_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_14_modules_branch2_modules_2_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_14_modules_branch2_modules_2_modules_bn_parameters_bias_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = -0.203 + std = 0.194 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_14_modules_branch2_modules_3_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_14_modules_branch2_modules_3_modules_conv_parameters_weight_" + shape = [224, 224, 7, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.008 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_14_modules_branch2_modules_3_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_14_modules_branch2_modules_3_modules_bn_buffers_running_mean_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = -0.112 + std = 0.311 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_14_modules_branch2_modules_3_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_14_modules_branch2_modules_3_modules_bn_buffers_running_var_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = 0.311 + std = 0.204 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_14_modules_branch2_modules_3_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_14_modules_branch2_modules_3_modules_bn_parameters_weight_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_14_modules_branch2_modules_3_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_14_modules_branch2_modules_3_modules_bn_parameters_bias_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = -0.229 + std = 0.269 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_14_modules_branch2_modules_4_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_14_modules_branch2_modules_4_modules_conv_parameters_weight_" + shape = [256, 224, 1, 7] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.009 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_14_modules_branch2_modules_4_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_14_modules_branch2_modules_4_modules_bn_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = -0.394 + std = 0.369 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_14_modules_branch2_modules_4_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_14_modules_branch2_modules_4_modules_bn_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = 0.571 + std = 0.499 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_14_modules_branch2_modules_4_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_14_modules_branch2_modules_4_modules_bn_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_14_modules_branch2_modules_4_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_14_modules_branch2_modules_4_modules_bn_parameters_bias_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = -0.495 + std = 0.230 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_14_modules_branch3_modules_1_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_14_modules_branch3_modules_1_modules_conv_parameters_weight_" + shape = [128, 1024, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.027 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_14_modules_branch3_modules_1_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_14_modules_branch3_modules_1_modules_bn_buffers_running_mean_" + shape = [128] + dtype = "torch.float32" + device = "cpu" + mean = -0.046 + std = 0.300 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_14_modules_branch3_modules_1_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_14_modules_branch3_modules_1_modules_bn_buffers_running_var_" + shape = [128] + dtype = "torch.float32" + device = "cpu" + mean = 0.192 + std = 0.065 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_14_modules_branch3_modules_1_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_14_modules_branch3_modules_1_modules_bn_parameters_weight_" + shape = [128] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_14_modules_branch3_modules_1_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_14_modules_branch3_modules_1_modules_bn_parameters_bias_" + shape = [128] + dtype = "torch.float32" + device = "cpu" + mean = -0.442 + std = 0.154 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_15_modules_branch0_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_15_modules_branch0_modules_conv_parameters_weight_" + shape = [384, 1024, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.028 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_15_modules_branch0_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_15_modules_branch0_modules_bn_buffers_running_mean_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = -0.233 + std = 0.593 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_15_modules_branch0_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_15_modules_branch0_modules_bn_buffers_running_var_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = 0.862 + std = 0.623 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_15_modules_branch0_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_15_modules_branch0_modules_bn_parameters_weight_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_15_modules_branch0_modules_bn_parameters_bias_: + name = ( + "L_self_modules_features_modules_15_modules_branch0_modules_bn_parameters_bias_" + ) + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = -0.341 + std = 0.442 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_15_modules_branch1_modules_0_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_15_modules_branch1_modules_0_modules_conv_parameters_weight_" + shape = [192, 1024, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.022 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_15_modules_branch1_modules_0_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_15_modules_branch1_modules_0_modules_bn_buffers_running_mean_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = -0.269 + std = 0.465 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_15_modules_branch1_modules_0_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_15_modules_branch1_modules_0_modules_bn_buffers_running_var_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = 0.511 + std = 0.307 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_15_modules_branch1_modules_0_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_15_modules_branch1_modules_0_modules_bn_parameters_weight_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_15_modules_branch1_modules_0_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_15_modules_branch1_modules_0_modules_bn_parameters_bias_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = -0.597 + std = 0.296 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_15_modules_branch1_modules_1_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_15_modules_branch1_modules_1_modules_conv_parameters_weight_" + shape = [224, 192, 1, 7] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.019 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_15_modules_branch1_modules_1_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_15_modules_branch1_modules_1_modules_bn_buffers_running_mean_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = -0.299 + std = 0.276 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_15_modules_branch1_modules_1_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_15_modules_branch1_modules_1_modules_bn_buffers_running_var_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = 0.289 + std = 0.152 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_15_modules_branch1_modules_1_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_15_modules_branch1_modules_1_modules_bn_parameters_weight_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_15_modules_branch1_modules_1_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_15_modules_branch1_modules_1_modules_bn_parameters_bias_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = -0.625 + std = 0.280 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_15_modules_branch1_modules_2_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_15_modules_branch1_modules_2_modules_conv_parameters_weight_" + shape = [256, 224, 7, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.002 + std = 0.020 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_15_modules_branch1_modules_2_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_15_modules_branch1_modules_2_modules_bn_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = -0.388 + std = 0.284 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_15_modules_branch1_modules_2_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_15_modules_branch1_modules_2_modules_bn_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = 0.294 + std = 0.065 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_15_modules_branch1_modules_2_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_15_modules_branch1_modules_2_modules_bn_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_15_modules_branch1_modules_2_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_15_modules_branch1_modules_2_modules_bn_parameters_bias_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = -0.748 + std = 0.206 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_15_modules_branch2_modules_0_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_15_modules_branch2_modules_0_modules_conv_parameters_weight_" + shape = [192, 1024, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.019 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_15_modules_branch2_modules_0_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_15_modules_branch2_modules_0_modules_bn_buffers_running_mean_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = -0.083 + std = 0.410 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_15_modules_branch2_modules_0_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_15_modules_branch2_modules_0_modules_bn_buffers_running_var_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = 0.345 + std = 0.310 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_15_modules_branch2_modules_0_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_15_modules_branch2_modules_0_modules_bn_parameters_weight_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_15_modules_branch2_modules_0_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_15_modules_branch2_modules_0_modules_bn_parameters_bias_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = -0.368 + std = 0.439 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_15_modules_branch2_modules_1_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_15_modules_branch2_modules_1_modules_conv_parameters_weight_" + shape = [192, 192, 7, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.014 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_15_modules_branch2_modules_1_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_15_modules_branch2_modules_1_modules_bn_buffers_running_mean_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = -0.202 + std = 0.429 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_15_modules_branch2_modules_1_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_15_modules_branch2_modules_1_modules_bn_buffers_running_var_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = 0.328 + std = 0.248 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_15_modules_branch2_modules_1_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_15_modules_branch2_modules_1_modules_bn_parameters_weight_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_15_modules_branch2_modules_1_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_15_modules_branch2_modules_1_modules_bn_parameters_bias_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = -0.289 + std = 0.427 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_15_modules_branch2_modules_2_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_15_modules_branch2_modules_2_modules_conv_parameters_weight_" + shape = [224, 192, 1, 7] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.014 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_15_modules_branch2_modules_2_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_15_modules_branch2_modules_2_modules_bn_buffers_running_mean_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = -0.294 + std = 0.472 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_15_modules_branch2_modules_2_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_15_modules_branch2_modules_2_modules_bn_buffers_running_var_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = 0.392 + std = 0.231 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_15_modules_branch2_modules_2_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_15_modules_branch2_modules_2_modules_bn_parameters_weight_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_15_modules_branch2_modules_2_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_15_modules_branch2_modules_2_modules_bn_parameters_bias_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = -0.432 + std = 0.264 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_15_modules_branch2_modules_3_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_15_modules_branch2_modules_3_modules_conv_parameters_weight_" + shape = [224, 224, 7, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.014 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_15_modules_branch2_modules_3_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_15_modules_branch2_modules_3_modules_bn_buffers_running_mean_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = -0.311 + std = 0.424 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_15_modules_branch2_modules_3_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_15_modules_branch2_modules_3_modules_bn_buffers_running_var_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = 0.376 + std = 0.237 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_15_modules_branch2_modules_3_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_15_modules_branch2_modules_3_modules_bn_parameters_weight_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_15_modules_branch2_modules_3_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_15_modules_branch2_modules_3_modules_bn_parameters_bias_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = -0.444 + std = 0.333 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_15_modules_branch2_modules_4_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_15_modules_branch2_modules_4_modules_conv_parameters_weight_" + shape = [256, 224, 1, 7] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.014 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_15_modules_branch2_modules_4_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_15_modules_branch2_modules_4_modules_bn_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = -0.551 + std = 0.428 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_15_modules_branch2_modules_4_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_15_modules_branch2_modules_4_modules_bn_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = 0.409 + std = 0.295 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_15_modules_branch2_modules_4_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_15_modules_branch2_modules_4_modules_bn_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_15_modules_branch2_modules_4_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_15_modules_branch2_modules_4_modules_bn_parameters_bias_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = -0.800 + std = 0.275 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_15_modules_branch3_modules_1_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_15_modules_branch3_modules_1_modules_conv_parameters_weight_" + shape = [128, 1024, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.028 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_15_modules_branch3_modules_1_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_15_modules_branch3_modules_1_modules_bn_buffers_running_mean_" + shape = [128] + dtype = "torch.float32" + device = "cpu" + mean = -0.163 + std = 0.371 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_15_modules_branch3_modules_1_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_15_modules_branch3_modules_1_modules_bn_buffers_running_var_" + shape = [128] + dtype = "torch.float32" + device = "cpu" + mean = 0.307 + std = 0.103 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_15_modules_branch3_modules_1_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_15_modules_branch3_modules_1_modules_bn_parameters_weight_" + shape = [128] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_15_modules_branch3_modules_1_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_15_modules_branch3_modules_1_modules_bn_parameters_bias_" + shape = [128] + dtype = "torch.float32" + device = "cpu" + mean = -0.667 + std = 0.172 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_16_modules_branch0_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_16_modules_branch0_modules_conv_parameters_weight_" + shape = [384, 1024, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.002 + std = 0.032 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_16_modules_branch0_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_16_modules_branch0_modules_bn_buffers_running_mean_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = -0.342 + std = 0.287 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_16_modules_branch0_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_16_modules_branch0_modules_bn_buffers_running_var_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = 0.486 + std = 0.313 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_16_modules_branch0_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_16_modules_branch0_modules_bn_parameters_weight_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_16_modules_branch0_modules_bn_parameters_bias_: + name = ( + "L_self_modules_features_modules_16_modules_branch0_modules_bn_parameters_bias_" + ) + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = -0.705 + std = 0.363 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_16_modules_branch1_modules_0_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_16_modules_branch1_modules_0_modules_conv_parameters_weight_" + shape = [192, 1024, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.025 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_16_modules_branch1_modules_0_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_16_modules_branch1_modules_0_modules_bn_buffers_running_mean_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = -0.296 + std = 0.249 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_16_modules_branch1_modules_0_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_16_modules_branch1_modules_0_modules_bn_buffers_running_var_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = 0.336 + std = 0.180 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_16_modules_branch1_modules_0_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_16_modules_branch1_modules_0_modules_bn_parameters_weight_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_16_modules_branch1_modules_0_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_16_modules_branch1_modules_0_modules_bn_parameters_bias_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = -0.713 + std = 0.307 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_16_modules_branch1_modules_1_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_16_modules_branch1_modules_1_modules_conv_parameters_weight_" + shape = [224, 192, 1, 7] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.020 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_16_modules_branch1_modules_1_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_16_modules_branch1_modules_1_modules_bn_buffers_running_mean_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = -0.221 + std = 0.227 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_16_modules_branch1_modules_1_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_16_modules_branch1_modules_1_modules_bn_buffers_running_var_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = 0.254 + std = 0.195 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_16_modules_branch1_modules_1_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_16_modules_branch1_modules_1_modules_bn_parameters_weight_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_16_modules_branch1_modules_1_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_16_modules_branch1_modules_1_modules_bn_parameters_bias_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = -0.647 + std = 0.346 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_16_modules_branch1_modules_2_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_16_modules_branch1_modules_2_modules_conv_parameters_weight_" + shape = [256, 224, 7, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.002 + std = 0.021 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_16_modules_branch1_modules_2_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_16_modules_branch1_modules_2_modules_bn_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = -0.411 + std = 0.334 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_16_modules_branch1_modules_2_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_16_modules_branch1_modules_2_modules_bn_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = 0.310 + std = 0.141 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_16_modules_branch1_modules_2_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_16_modules_branch1_modules_2_modules_bn_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_16_modules_branch1_modules_2_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_16_modules_branch1_modules_2_modules_bn_parameters_bias_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = -0.961 + std = 0.298 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_16_modules_branch2_modules_0_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_16_modules_branch2_modules_0_modules_conv_parameters_weight_" + shape = [192, 1024, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.026 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_16_modules_branch2_modules_0_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_16_modules_branch2_modules_0_modules_bn_buffers_running_mean_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = -0.243 + std = 0.304 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_16_modules_branch2_modules_0_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_16_modules_branch2_modules_0_modules_bn_buffers_running_var_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = 0.381 + std = 0.275 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_16_modules_branch2_modules_0_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_16_modules_branch2_modules_0_modules_bn_parameters_weight_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_16_modules_branch2_modules_0_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_16_modules_branch2_modules_0_modules_bn_parameters_bias_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = -0.686 + std = 0.377 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_16_modules_branch2_modules_1_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_16_modules_branch2_modules_1_modules_conv_parameters_weight_" + shape = [192, 192, 7, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.002 + std = 0.023 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_16_modules_branch2_modules_1_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_16_modules_branch2_modules_1_modules_bn_buffers_running_mean_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = -0.349 + std = 0.236 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_16_modules_branch2_modules_1_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_16_modules_branch2_modules_1_modules_bn_buffers_running_var_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = 0.317 + std = 0.130 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_16_modules_branch2_modules_1_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_16_modules_branch2_modules_1_modules_bn_parameters_weight_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_16_modules_branch2_modules_1_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_16_modules_branch2_modules_1_modules_bn_parameters_bias_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = -0.519 + std = 0.326 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_16_modules_branch2_modules_2_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_16_modules_branch2_modules_2_modules_conv_parameters_weight_" + shape = [224, 192, 1, 7] + dtype = "torch.float32" + device = "cpu" + mean = -0.002 + std = 0.022 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_16_modules_branch2_modules_2_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_16_modules_branch2_modules_2_modules_bn_buffers_running_mean_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = -0.461 + std = 0.287 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_16_modules_branch2_modules_2_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_16_modules_branch2_modules_2_modules_bn_buffers_running_var_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = 0.397 + std = 0.157 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_16_modules_branch2_modules_2_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_16_modules_branch2_modules_2_modules_bn_parameters_weight_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_16_modules_branch2_modules_2_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_16_modules_branch2_modules_2_modules_bn_parameters_bias_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = -0.920 + std = 0.262 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_16_modules_branch2_modules_3_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_16_modules_branch2_modules_3_modules_conv_parameters_weight_" + shape = [224, 224, 7, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.002 + std = 0.022 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_16_modules_branch2_modules_3_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_16_modules_branch2_modules_3_modules_bn_buffers_running_mean_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = -0.307 + std = 0.162 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_16_modules_branch2_modules_3_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_16_modules_branch2_modules_3_modules_bn_buffers_running_var_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = 0.246 + std = 0.066 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_16_modules_branch2_modules_3_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_16_modules_branch2_modules_3_modules_bn_parameters_weight_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_16_modules_branch2_modules_3_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_16_modules_branch2_modules_3_modules_bn_parameters_bias_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = -0.582 + std = 0.222 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_16_modules_branch2_modules_4_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_16_modules_branch2_modules_4_modules_conv_parameters_weight_" + shape = [256, 224, 1, 7] + dtype = "torch.float32" + device = "cpu" + mean = -0.003 + std = 0.022 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_16_modules_branch2_modules_4_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_16_modules_branch2_modules_4_modules_bn_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = -0.703 + std = 0.315 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_16_modules_branch2_modules_4_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_16_modules_branch2_modules_4_modules_bn_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = 0.484 + std = 0.240 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_16_modules_branch2_modules_4_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_16_modules_branch2_modules_4_modules_bn_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_16_modules_branch2_modules_4_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_16_modules_branch2_modules_4_modules_bn_parameters_bias_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = -0.789 + std = 0.303 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_16_modules_branch3_modules_1_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_16_modules_branch3_modules_1_modules_conv_parameters_weight_" + shape = [128, 1024, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.002 + std = 0.031 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_16_modules_branch3_modules_1_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_16_modules_branch3_modules_1_modules_bn_buffers_running_mean_" + shape = [128] + dtype = "torch.float32" + device = "cpu" + mean = -0.380 + std = 0.207 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_16_modules_branch3_modules_1_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_16_modules_branch3_modules_1_modules_bn_buffers_running_var_" + shape = [128] + dtype = "torch.float32" + device = "cpu" + mean = 0.198 + std = 0.139 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_16_modules_branch3_modules_1_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_16_modules_branch3_modules_1_modules_bn_parameters_weight_" + shape = [128] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_16_modules_branch3_modules_1_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_16_modules_branch3_modules_1_modules_bn_parameters_bias_" + shape = [128] + dtype = "torch.float32" + device = "cpu" + mean = -0.953 + std = 0.274 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_17_modules_branch0_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_17_modules_branch0_modules_conv_parameters_weight_" + shape = [384, 1024, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.003 + std = 0.034 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_17_modules_branch0_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_17_modules_branch0_modules_bn_buffers_running_mean_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = -0.412 + std = 0.175 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_17_modules_branch0_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_17_modules_branch0_modules_bn_buffers_running_var_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = 0.341 + std = 0.115 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_17_modules_branch0_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_17_modules_branch0_modules_bn_parameters_weight_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_17_modules_branch0_modules_bn_parameters_bias_: + name = ( + "L_self_modules_features_modules_17_modules_branch0_modules_bn_parameters_bias_" + ) + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = -1.172 + std = 0.227 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_17_modules_branch1_modules_0_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_17_modules_branch1_modules_0_modules_conv_parameters_weight_" + shape = [192, 1024, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.003 + std = 0.035 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_17_modules_branch1_modules_0_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_17_modules_branch1_modules_0_modules_bn_buffers_running_mean_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = -0.290 + std = 0.196 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_17_modules_branch1_modules_0_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_17_modules_branch1_modules_0_modules_bn_buffers_running_var_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = 0.310 + std = 0.138 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_17_modules_branch1_modules_0_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_17_modules_branch1_modules_0_modules_bn_parameters_weight_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_17_modules_branch1_modules_0_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_17_modules_branch1_modules_0_modules_bn_parameters_bias_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = -0.911 + std = 0.326 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_17_modules_branch1_modules_1_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_17_modules_branch1_modules_1_modules_conv_parameters_weight_" + shape = [224, 192, 1, 7] + dtype = "torch.float32" + device = "cpu" + mean = -0.002 + std = 0.025 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_17_modules_branch1_modules_1_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_17_modules_branch1_modules_1_modules_bn_buffers_running_mean_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = -0.225 + std = 0.133 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_17_modules_branch1_modules_1_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_17_modules_branch1_modules_1_modules_bn_buffers_running_var_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = 0.204 + std = 0.085 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_17_modules_branch1_modules_1_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_17_modules_branch1_modules_1_modules_bn_parameters_weight_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_17_modules_branch1_modules_1_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_17_modules_branch1_modules_1_modules_bn_parameters_bias_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = -0.549 + std = 0.309 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_17_modules_branch1_modules_2_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_17_modules_branch1_modules_2_modules_conv_parameters_weight_" + shape = [256, 224, 7, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.003 + std = 0.024 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_17_modules_branch1_modules_2_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_17_modules_branch1_modules_2_modules_bn_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = -0.813 + std = 0.199 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_17_modules_branch1_modules_2_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_17_modules_branch1_modules_2_modules_bn_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = 0.381 + std = 0.093 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_17_modules_branch1_modules_2_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_17_modules_branch1_modules_2_modules_bn_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_17_modules_branch1_modules_2_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_17_modules_branch1_modules_2_modules_bn_parameters_bias_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = -1.560 + std = 0.254 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_17_modules_branch2_modules_0_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_17_modules_branch2_modules_0_modules_conv_parameters_weight_" + shape = [192, 1024, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.002 + std = 0.029 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_17_modules_branch2_modules_0_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_17_modules_branch2_modules_0_modules_bn_buffers_running_mean_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = -0.212 + std = 0.325 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_17_modules_branch2_modules_0_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_17_modules_branch2_modules_0_modules_bn_buffers_running_var_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = 0.232 + std = 0.110 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_17_modules_branch2_modules_0_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_17_modules_branch2_modules_0_modules_bn_parameters_weight_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_17_modules_branch2_modules_0_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_17_modules_branch2_modules_0_modules_bn_parameters_bias_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = -0.696 + std = 0.308 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_17_modules_branch2_modules_1_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_17_modules_branch2_modules_1_modules_conv_parameters_weight_" + shape = [192, 192, 7, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.002 + std = 0.024 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_17_modules_branch2_modules_1_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_17_modules_branch2_modules_1_modules_bn_buffers_running_mean_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = -0.297 + std = 0.207 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_17_modules_branch2_modules_1_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_17_modules_branch2_modules_1_modules_bn_buffers_running_var_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = 0.297 + std = 0.116 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_17_modules_branch2_modules_1_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_17_modules_branch2_modules_1_modules_bn_parameters_weight_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_17_modules_branch2_modules_1_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_17_modules_branch2_modules_1_modules_bn_parameters_bias_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = -0.649 + std = 0.318 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_17_modules_branch2_modules_2_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_17_modules_branch2_modules_2_modules_conv_parameters_weight_" + shape = [224, 192, 1, 7] + dtype = "torch.float32" + device = "cpu" + mean = -0.002 + std = 0.022 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_17_modules_branch2_modules_2_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_17_modules_branch2_modules_2_modules_bn_buffers_running_mean_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = -0.389 + std = 0.234 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_17_modules_branch2_modules_2_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_17_modules_branch2_modules_2_modules_bn_buffers_running_var_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = 0.291 + std = 0.144 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_17_modules_branch2_modules_2_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_17_modules_branch2_modules_2_modules_bn_parameters_weight_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_17_modules_branch2_modules_2_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_17_modules_branch2_modules_2_modules_bn_parameters_bias_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = -0.738 + std = 0.302 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_17_modules_branch2_modules_3_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_17_modules_branch2_modules_3_modules_conv_parameters_weight_" + shape = [224, 224, 7, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.002 + std = 0.021 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_17_modules_branch2_modules_3_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_17_modules_branch2_modules_3_modules_bn_buffers_running_mean_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = -0.339 + std = 0.269 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_17_modules_branch2_modules_3_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_17_modules_branch2_modules_3_modules_bn_buffers_running_var_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = 0.295 + std = 0.134 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_17_modules_branch2_modules_3_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_17_modules_branch2_modules_3_modules_bn_parameters_weight_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_17_modules_branch2_modules_3_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_17_modules_branch2_modules_3_modules_bn_parameters_bias_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = -0.480 + std = 0.383 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_17_modules_branch2_modules_4_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_17_modules_branch2_modules_4_modules_conv_parameters_weight_" + shape = [256, 224, 1, 7] + dtype = "torch.float32" + device = "cpu" + mean = -0.003 + std = 0.020 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_17_modules_branch2_modules_4_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_17_modules_branch2_modules_4_modules_bn_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = -1.060 + std = 0.310 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_17_modules_branch2_modules_4_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_17_modules_branch2_modules_4_modules_bn_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = 0.619 + std = 0.428 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_17_modules_branch2_modules_4_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_17_modules_branch2_modules_4_modules_bn_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_17_modules_branch2_modules_4_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_17_modules_branch2_modules_4_modules_bn_parameters_bias_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = -1.407 + std = 0.335 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_17_modules_branch3_modules_1_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_17_modules_branch3_modules_1_modules_conv_parameters_weight_" + shape = [128, 1024, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.003 + std = 0.037 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_17_modules_branch3_modules_1_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_17_modules_branch3_modules_1_modules_bn_buffers_running_mean_" + shape = [128] + dtype = "torch.float32" + device = "cpu" + mean = -0.312 + std = 0.155 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_17_modules_branch3_modules_1_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_17_modules_branch3_modules_1_modules_bn_buffers_running_var_" + shape = [128] + dtype = "torch.float32" + device = "cpu" + mean = 0.172 + std = 0.299 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_17_modules_branch3_modules_1_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_17_modules_branch3_modules_1_modules_bn_parameters_weight_" + shape = [128] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_17_modules_branch3_modules_1_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_17_modules_branch3_modules_1_modules_bn_parameters_bias_" + shape = [128] + dtype = "torch.float32" + device = "cpu" + mean = -1.329 + std = 0.556 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_18_modules_branch0_modules_0_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_18_modules_branch0_modules_0_modules_conv_parameters_weight_" + shape = [192, 1024, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.003 + std = 0.021 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_18_modules_branch0_modules_0_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_18_modules_branch0_modules_0_modules_bn_buffers_running_mean_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = -0.007 + std = 0.136 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_18_modules_branch0_modules_0_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_18_modules_branch0_modules_0_modules_bn_buffers_running_var_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = 0.044 + std = 0.031 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_18_modules_branch0_modules_0_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_18_modules_branch0_modules_0_modules_bn_parameters_weight_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_18_modules_branch0_modules_0_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_18_modules_branch0_modules_0_modules_bn_parameters_bias_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = -0.665 + std = 0.264 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_18_modules_branch0_modules_1_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_18_modules_branch0_modules_1_modules_conv_parameters_weight_" + shape = [192, 192, 3, 3] + dtype = "torch.float32" + device = "cpu" + mean = -0.002 + std = 0.013 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_18_modules_branch0_modules_1_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_18_modules_branch0_modules_1_modules_bn_buffers_running_mean_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = -0.141 + std = 0.197 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_18_modules_branch0_modules_1_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_18_modules_branch0_modules_1_modules_bn_buffers_running_var_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = 0.057 + std = 0.047 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_18_modules_branch0_modules_1_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_18_modules_branch0_modules_1_modules_bn_parameters_weight_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_18_modules_branch0_modules_1_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_18_modules_branch0_modules_1_modules_bn_parameters_bias_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = -0.930 + std = 0.251 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_18_modules_branch1_modules_0_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_18_modules_branch1_modules_0_modules_conv_parameters_weight_" + shape = [256, 1024, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.002 + std = 0.018 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_18_modules_branch1_modules_0_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_18_modules_branch1_modules_0_modules_bn_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = 0.026 + std = 0.149 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_18_modules_branch1_modules_0_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_18_modules_branch1_modules_0_modules_bn_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = 0.040 + std = 0.056 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_18_modules_branch1_modules_0_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_18_modules_branch1_modules_0_modules_bn_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_18_modules_branch1_modules_0_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_18_modules_branch1_modules_0_modules_bn_parameters_bias_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = -0.544 + std = 0.327 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_18_modules_branch1_modules_1_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_18_modules_branch1_modules_1_modules_conv_parameters_weight_" + shape = [256, 256, 1, 7] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.011 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_18_modules_branch1_modules_1_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_18_modules_branch1_modules_1_modules_bn_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = -0.188 + std = 0.218 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_18_modules_branch1_modules_1_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_18_modules_branch1_modules_1_modules_bn_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = 0.108 + std = 0.071 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_18_modules_branch1_modules_1_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_18_modules_branch1_modules_1_modules_bn_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_18_modules_branch1_modules_1_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_18_modules_branch1_modules_1_modules_bn_parameters_bias_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = -0.304 + std = 0.428 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_18_modules_branch1_modules_2_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_18_modules_branch1_modules_2_modules_conv_parameters_weight_" + shape = [320, 256, 7, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.011 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_18_modules_branch1_modules_2_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_18_modules_branch1_modules_2_modules_bn_buffers_running_mean_" + shape = [320] + dtype = "torch.float32" + device = "cpu" + mean = -0.315 + std = 0.396 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_18_modules_branch1_modules_2_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_18_modules_branch1_modules_2_modules_bn_buffers_running_var_" + shape = [320] + dtype = "torch.float32" + device = "cpu" + mean = 0.273 + std = 0.144 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_18_modules_branch1_modules_2_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_18_modules_branch1_modules_2_modules_bn_parameters_weight_" + shape = [320] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_18_modules_branch1_modules_2_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_18_modules_branch1_modules_2_modules_bn_parameters_bias_" + shape = [320] + dtype = "torch.float32" + device = "cpu" + mean = -0.341 + std = 0.373 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_18_modules_branch1_modules_3_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_18_modules_branch1_modules_3_modules_conv_parameters_weight_" + shape = [320, 320, 3, 3] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.009 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_18_modules_branch1_modules_3_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_18_modules_branch1_modules_3_modules_bn_buffers_running_mean_" + shape = [320] + dtype = "torch.float32" + device = "cpu" + mean = -0.853 + std = 0.447 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_18_modules_branch1_modules_3_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_18_modules_branch1_modules_3_modules_bn_buffers_running_var_" + shape = [320] + dtype = "torch.float32" + device = "cpu" + mean = 0.857 + std = 0.698 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_18_modules_branch1_modules_3_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_18_modules_branch1_modules_3_modules_bn_parameters_weight_" + shape = [320] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_18_modules_branch1_modules_3_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_18_modules_branch1_modules_3_modules_bn_parameters_bias_" + shape = [320] + dtype = "torch.float32" + device = "cpu" + mean = -0.807 + std = 0.326 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_19_modules_branch0_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_19_modules_branch0_modules_conv_parameters_weight_" + shape = [256, 1536, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.024 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_19_modules_branch0_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_19_modules_branch0_modules_bn_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = -0.214 + std = 0.183 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_19_modules_branch0_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_19_modules_branch0_modules_bn_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = 0.284 + std = 0.279 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_19_modules_branch0_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_19_modules_branch0_modules_bn_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_19_modules_branch0_modules_bn_parameters_bias_: + name = ( + "L_self_modules_features_modules_19_modules_branch0_modules_bn_parameters_bias_" + ) + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = -0.647 + std = 0.196 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_19_modules_branch1_0_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_19_modules_branch1_0_modules_conv_parameters_weight_" + shape = [384, 1536, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.023 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_19_modules_branch1_0_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_19_modules_branch1_0_modules_bn_buffers_running_mean_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = -0.209 + std = 0.106 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_19_modules_branch1_0_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_19_modules_branch1_0_modules_bn_buffers_running_var_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = 0.241 + std = 0.057 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_19_modules_branch1_0_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_19_modules_branch1_0_modules_bn_parameters_weight_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_19_modules_branch1_0_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_19_modules_branch1_0_modules_bn_parameters_bias_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = -0.655 + std = 0.144 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_19_modules_branch1_1a_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_19_modules_branch1_1a_modules_conv_parameters_weight_" + shape = [256, 384, 1, 3] + dtype = "torch.float32" + device = "cpu" + mean = -0.002 + std = 0.019 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_19_modules_branch1_1a_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_19_modules_branch1_1a_modules_bn_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = -0.280 + std = 0.056 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_19_modules_branch1_1a_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_19_modules_branch1_1a_modules_bn_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = 0.096 + std = 0.012 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_19_modules_branch1_1a_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_19_modules_branch1_1a_modules_bn_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_19_modules_branch1_1a_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_19_modules_branch1_1a_modules_bn_parameters_bias_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = -1.138 + std = 0.107 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_19_modules_branch1_1b_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_19_modules_branch1_1b_modules_conv_parameters_weight_" + shape = [256, 384, 3, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.002 + std = 0.022 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_19_modules_branch1_1b_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_19_modules_branch1_1b_modules_bn_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = -0.285 + std = 0.045 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_19_modules_branch1_1b_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_19_modules_branch1_1b_modules_bn_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = 0.101 + std = 0.009 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_19_modules_branch1_1b_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_19_modules_branch1_1b_modules_bn_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_19_modules_branch1_1b_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_19_modules_branch1_1b_modules_bn_parameters_bias_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = -1.014 + std = 0.093 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_19_modules_branch2_0_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_19_modules_branch2_0_modules_conv_parameters_weight_" + shape = [384, 1536, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.018 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_19_modules_branch2_0_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_19_modules_branch2_0_modules_bn_buffers_running_mean_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = -0.155 + std = 0.179 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_19_modules_branch2_0_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_19_modules_branch2_0_modules_bn_buffers_running_var_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = 0.176 + std = 0.124 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_19_modules_branch2_0_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_19_modules_branch2_0_modules_bn_parameters_weight_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_19_modules_branch2_0_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_19_modules_branch2_0_modules_bn_parameters_bias_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = -0.647 + std = 0.251 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_19_modules_branch2_1_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_19_modules_branch2_1_modules_conv_parameters_weight_" + shape = [448, 384, 3, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.002 + std = 0.017 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_19_modules_branch2_1_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_19_modules_branch2_1_modules_bn_buffers_running_mean_" + shape = [448] + dtype = "torch.float32" + device = "cpu" + mean = -0.202 + std = 0.128 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_19_modules_branch2_1_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_19_modules_branch2_1_modules_bn_buffers_running_var_" + shape = [448] + dtype = "torch.float32" + device = "cpu" + mean = 0.091 + std = 0.043 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_19_modules_branch2_1_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_19_modules_branch2_1_modules_bn_parameters_weight_" + shape = [448] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_19_modules_branch2_1_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_19_modules_branch2_1_modules_bn_parameters_bias_" + shape = [448] + dtype = "torch.float32" + device = "cpu" + mean = -0.566 + std = 0.202 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_19_modules_branch2_2_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_19_modules_branch2_2_modules_conv_parameters_weight_" + shape = [512, 448, 1, 3] + dtype = "torch.float32" + device = "cpu" + mean = -0.002 + std = 0.014 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_19_modules_branch2_2_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_19_modules_branch2_2_modules_bn_buffers_running_mean_" + shape = [512] + dtype = "torch.float32" + device = "cpu" + mean = -0.302 + std = 0.197 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_19_modules_branch2_2_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_19_modules_branch2_2_modules_bn_buffers_running_var_" + shape = [512] + dtype = "torch.float32" + device = "cpu" + mean = 0.137 + std = 0.060 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_19_modules_branch2_2_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_19_modules_branch2_2_modules_bn_parameters_weight_" + shape = [512] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_19_modules_branch2_2_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_19_modules_branch2_2_modules_bn_parameters_bias_" + shape = [512] + dtype = "torch.float32" + device = "cpu" + mean = -0.579 + std = 0.235 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_19_modules_branch2_3a_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_19_modules_branch2_3a_modules_conv_parameters_weight_" + shape = [256, 512, 1, 3] + dtype = "torch.float32" + device = "cpu" + mean = -0.002 + std = 0.013 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_19_modules_branch2_3a_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_19_modules_branch2_3a_modules_bn_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = -0.490 + std = 0.232 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_19_modules_branch2_3a_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_19_modules_branch2_3a_modules_bn_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = 0.272 + std = 0.413 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_19_modules_branch2_3a_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_19_modules_branch2_3a_modules_bn_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_19_modules_branch2_3a_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_19_modules_branch2_3a_modules_bn_parameters_bias_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = -1.028 + std = 0.375 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_19_modules_branch2_3b_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_19_modules_branch2_3b_modules_conv_parameters_weight_" + shape = [256, 512, 3, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.002 + std = 0.016 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_19_modules_branch2_3b_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_19_modules_branch2_3b_modules_bn_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = -0.539 + std = 0.187 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_19_modules_branch2_3b_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_19_modules_branch2_3b_modules_bn_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = 0.265 + std = 0.249 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_19_modules_branch2_3b_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_19_modules_branch2_3b_modules_bn_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_19_modules_branch2_3b_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_19_modules_branch2_3b_modules_bn_parameters_bias_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = -1.043 + std = 0.332 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_19_modules_branch3_modules_1_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_19_modules_branch3_modules_1_modules_conv_parameters_weight_" + shape = [256, 1536, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.030 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_19_modules_branch3_modules_1_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_19_modules_branch3_modules_1_modules_bn_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = -0.345 + std = 0.238 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_19_modules_branch3_modules_1_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_19_modules_branch3_modules_1_modules_bn_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = 0.477 + std = 0.243 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_19_modules_branch3_modules_1_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_19_modules_branch3_modules_1_modules_bn_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_19_modules_branch3_modules_1_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_19_modules_branch3_modules_1_modules_bn_parameters_bias_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = -0.236 + std = 0.141 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_20_modules_branch0_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_20_modules_branch0_modules_conv_parameters_weight_" + shape = [256, 1536, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.003 + std = 0.023 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_20_modules_branch0_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_20_modules_branch0_modules_bn_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = -0.599 + std = 0.094 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_20_modules_branch0_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_20_modules_branch0_modules_bn_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = 0.223 + std = 0.088 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_20_modules_branch0_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_20_modules_branch0_modules_bn_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_20_modules_branch0_modules_bn_parameters_bias_: + name = ( + "L_self_modules_features_modules_20_modules_branch0_modules_bn_parameters_bias_" + ) + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = -0.711 + std = 0.160 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_20_modules_branch1_0_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_20_modules_branch1_0_modules_conv_parameters_weight_" + shape = [384, 1536, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.002 + std = 0.024 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_20_modules_branch1_0_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_20_modules_branch1_0_modules_bn_buffers_running_mean_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = -0.422 + std = 0.193 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_20_modules_branch1_0_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_20_modules_branch1_0_modules_bn_buffers_running_var_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = 0.149 + std = 0.162 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_20_modules_branch1_0_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_20_modules_branch1_0_modules_bn_parameters_weight_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_20_modules_branch1_0_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_20_modules_branch1_0_modules_bn_parameters_bias_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = -0.721 + std = 0.153 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_20_modules_branch1_1a_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_20_modules_branch1_1a_modules_conv_parameters_weight_" + shape = [256, 384, 1, 3] + dtype = "torch.float32" + device = "cpu" + mean = -0.004 + std = 0.019 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_20_modules_branch1_1a_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_20_modules_branch1_1a_modules_bn_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = -0.456 + std = 0.050 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_20_modules_branch1_1a_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_20_modules_branch1_1a_modules_bn_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = 0.101 + std = 0.018 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_20_modules_branch1_1a_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_20_modules_branch1_1a_modules_bn_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_20_modules_branch1_1a_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_20_modules_branch1_1a_modules_bn_parameters_bias_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = -1.147 + std = 0.137 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_20_modules_branch1_1b_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_20_modules_branch1_1b_modules_conv_parameters_weight_" + shape = [256, 384, 3, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.003 + std = 0.021 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_20_modules_branch1_1b_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_20_modules_branch1_1b_modules_bn_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = -0.435 + std = 0.108 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_20_modules_branch1_1b_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_20_modules_branch1_1b_modules_bn_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = 0.102 + std = 0.061 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_20_modules_branch1_1b_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_20_modules_branch1_1b_modules_bn_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_20_modules_branch1_1b_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_20_modules_branch1_1b_modules_bn_parameters_bias_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = -1.112 + std = 0.178 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_20_modules_branch2_0_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_20_modules_branch2_0_modules_conv_parameters_weight_" + shape = [384, 1536, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.003 + std = 0.021 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_20_modules_branch2_0_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_20_modules_branch2_0_modules_bn_buffers_running_mean_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = -0.463 + std = 0.230 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_20_modules_branch2_0_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_20_modules_branch2_0_modules_bn_buffers_running_var_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = 0.231 + std = 0.395 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_20_modules_branch2_0_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_20_modules_branch2_0_modules_bn_parameters_weight_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_20_modules_branch2_0_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_20_modules_branch2_0_modules_bn_parameters_bias_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = -0.875 + std = 0.285 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_20_modules_branch2_1_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_20_modules_branch2_1_modules_conv_parameters_weight_" + shape = [448, 384, 3, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.002 + std = 0.016 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_20_modules_branch2_1_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_20_modules_branch2_1_modules_bn_buffers_running_mean_" + shape = [448] + dtype = "torch.float32" + device = "cpu" + mean = -0.099 + std = 0.064 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_20_modules_branch2_1_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_20_modules_branch2_1_modules_bn_buffers_running_var_" + shape = [448] + dtype = "torch.float32" + device = "cpu" + mean = 0.043 + std = 0.038 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_20_modules_branch2_1_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_20_modules_branch2_1_modules_bn_parameters_weight_" + shape = [448] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_20_modules_branch2_1_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_20_modules_branch2_1_modules_bn_parameters_bias_" + shape = [448] + dtype = "torch.float32" + device = "cpu" + mean = -0.415 + std = 0.222 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_20_modules_branch2_2_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_20_modules_branch2_2_modules_conv_parameters_weight_" + shape = [512, 448, 1, 3] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.012 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_20_modules_branch2_2_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_20_modules_branch2_2_modules_bn_buffers_running_mean_" + shape = [512] + dtype = "torch.float32" + device = "cpu" + mean = -0.184 + std = 0.179 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_20_modules_branch2_2_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_20_modules_branch2_2_modules_bn_buffers_running_var_" + shape = [512] + dtype = "torch.float32" + device = "cpu" + mean = 0.093 + std = 0.044 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_20_modules_branch2_2_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_20_modules_branch2_2_modules_bn_parameters_weight_" + shape = [512] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_20_modules_branch2_2_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_20_modules_branch2_2_modules_bn_parameters_bias_" + shape = [512] + dtype = "torch.float32" + device = "cpu" + mean = -0.260 + std = 0.255 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_20_modules_branch2_3a_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_20_modules_branch2_3a_modules_conv_parameters_weight_" + shape = [256, 512, 1, 3] + dtype = "torch.float32" + device = "cpu" + mean = -0.002 + std = 0.012 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_20_modules_branch2_3a_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_20_modules_branch2_3a_modules_bn_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = -0.761 + std = 0.319 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_20_modules_branch2_3a_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_20_modules_branch2_3a_modules_bn_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = 0.859 + std = 1.758 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_20_modules_branch2_3a_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_20_modules_branch2_3a_modules_bn_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_20_modules_branch2_3a_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_20_modules_branch2_3a_modules_bn_parameters_bias_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = -0.591 + std = 0.267 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_20_modules_branch2_3b_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_20_modules_branch2_3b_modules_conv_parameters_weight_" + shape = [256, 512, 3, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.002 + std = 0.013 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_20_modules_branch2_3b_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_20_modules_branch2_3b_modules_bn_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = -0.760 + std = 0.262 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_20_modules_branch2_3b_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_20_modules_branch2_3b_modules_bn_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = 0.639 + std = 0.797 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_20_modules_branch2_3b_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_20_modules_branch2_3b_modules_bn_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_20_modules_branch2_3b_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_20_modules_branch2_3b_modules_bn_parameters_bias_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = -0.744 + std = 0.300 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_20_modules_branch3_modules_1_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_20_modules_branch3_modules_1_modules_conv_parameters_weight_" + shape = [256, 1536, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.003 + std = 0.028 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_20_modules_branch3_modules_1_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_20_modules_branch3_modules_1_modules_bn_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = -0.727 + std = 0.088 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_20_modules_branch3_modules_1_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_20_modules_branch3_modules_1_modules_bn_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = 0.288 + std = 0.214 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_20_modules_branch3_modules_1_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_20_modules_branch3_modules_1_modules_bn_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_20_modules_branch3_modules_1_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_20_modules_branch3_modules_1_modules_bn_parameters_bias_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = -0.490 + std = 0.116 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_21_modules_branch0_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_21_modules_branch0_modules_conv_parameters_weight_" + shape = [256, 1536, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.015 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_21_modules_branch0_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_21_modules_branch0_modules_bn_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = 0.021 + std = 0.018 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_21_modules_branch0_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_21_modules_branch0_modules_bn_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = 0.011 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_21_modules_branch0_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_21_modules_branch0_modules_bn_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_21_modules_branch0_modules_bn_parameters_bias_: + name = ( + "L_self_modules_features_modules_21_modules_branch0_modules_bn_parameters_bias_" + ) + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = -0.144 + std = 0.048 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_21_modules_branch1_0_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_21_modules_branch1_0_modules_conv_parameters_weight_" + shape = [384, 1536, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.003 + std = 0.022 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_21_modules_branch1_0_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_21_modules_branch1_0_modules_bn_buffers_running_mean_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = -0.223 + std = 0.095 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_21_modules_branch1_0_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_21_modules_branch1_0_modules_bn_buffers_running_var_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = 0.052 + std = 0.068 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_21_modules_branch1_0_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_21_modules_branch1_0_modules_bn_parameters_weight_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_21_modules_branch1_0_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_21_modules_branch1_0_modules_bn_parameters_bias_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = -1.009 + std = 0.253 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_21_modules_branch1_1a_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_21_modules_branch1_1a_modules_conv_parameters_weight_" + shape = [256, 384, 1, 3] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.014 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_21_modules_branch1_1a_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_21_modules_branch1_1a_modules_bn_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = 0.017 + std = 0.003 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_21_modules_branch1_1a_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_21_modules_branch1_1a_modules_bn_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = 0.013 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_21_modules_branch1_1a_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_21_modules_branch1_1a_modules_bn_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_21_modules_branch1_1a_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_21_modules_branch1_1a_modules_bn_parameters_bias_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = -0.092 + std = 0.035 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_21_modules_branch1_1b_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_21_modules_branch1_1b_modules_conv_parameters_weight_" + shape = [256, 384, 3, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.015 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_21_modules_branch1_1b_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_21_modules_branch1_1b_modules_bn_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = 0.018 + std = 0.003 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_21_modules_branch1_1b_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_21_modules_branch1_1b_modules_bn_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = 0.013 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_21_modules_branch1_1b_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_21_modules_branch1_1b_modules_bn_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_21_modules_branch1_1b_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_21_modules_branch1_1b_modules_bn_parameters_bias_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = -0.075 + std = 0.030 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_21_modules_branch2_0_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_21_modules_branch2_0_modules_conv_parameters_weight_" + shape = [384, 1536, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.002 + std = 0.023 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_21_modules_branch2_0_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_21_modules_branch2_0_modules_bn_buffers_running_mean_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = -0.281 + std = 0.146 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_21_modules_branch2_0_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_21_modules_branch2_0_modules_bn_buffers_running_var_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = 0.078 + std = 0.139 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_21_modules_branch2_0_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_21_modules_branch2_0_modules_bn_parameters_weight_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_21_modules_branch2_0_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_21_modules_branch2_0_modules_bn_parameters_bias_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = -0.628 + std = 0.202 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_21_modules_branch2_1_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_21_modules_branch2_1_modules_conv_parameters_weight_" + shape = [448, 384, 3, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.002 + std = 0.018 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_21_modules_branch2_1_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_21_modules_branch2_1_modules_bn_buffers_running_mean_" + shape = [448] + dtype = "torch.float32" + device = "cpu" + mean = -0.140 + std = 0.077 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_21_modules_branch2_1_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_21_modules_branch2_1_modules_bn_buffers_running_var_" + shape = [448] + dtype = "torch.float32" + device = "cpu" + mean = 0.073 + std = 0.129 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_21_modules_branch2_1_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_21_modules_branch2_1_modules_bn_parameters_weight_" + shape = [448] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_21_modules_branch2_1_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_21_modules_branch2_1_modules_bn_parameters_bias_" + shape = [448] + dtype = "torch.float32" + device = "cpu" + mean = -0.573 + std = 0.260 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_21_modules_branch2_2_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_21_modules_branch2_2_modules_conv_parameters_weight_" + shape = [512, 448, 1, 3] + dtype = "torch.float32" + device = "cpu" + mean = -0.003 + std = 0.014 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_21_modules_branch2_2_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_21_modules_branch2_2_modules_bn_buffers_running_mean_" + shape = [512] + dtype = "torch.float32" + device = "cpu" + mean = -0.365 + std = 0.096 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_21_modules_branch2_2_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_21_modules_branch2_2_modules_bn_buffers_running_var_" + shape = [512] + dtype = "torch.float32" + device = "cpu" + mean = 0.112 + std = 0.103 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_21_modules_branch2_2_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_21_modules_branch2_2_modules_bn_parameters_weight_" + shape = [512] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_21_modules_branch2_2_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_21_modules_branch2_2_modules_bn_parameters_bias_" + shape = [512] + dtype = "torch.float32" + device = "cpu" + mean = -0.708 + std = 0.200 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_21_modules_branch2_3a_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_21_modules_branch2_3a_modules_conv_parameters_weight_" + shape = [256, 512, 1, 3] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.012 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_21_modules_branch2_3a_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_21_modules_branch2_3a_modules_bn_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = -0.057 + std = 0.019 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_21_modules_branch2_3a_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_21_modules_branch2_3a_modules_bn_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = 0.041 + std = 0.002 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_21_modules_branch2_3a_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_21_modules_branch2_3a_modules_bn_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_21_modules_branch2_3a_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_21_modules_branch2_3a_modules_bn_parameters_bias_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = -0.217 + std = 0.063 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_21_modules_branch2_3b_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_21_modules_branch2_3b_modules_conv_parameters_weight_" + shape = [256, 512, 3, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.012 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_21_modules_branch2_3b_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_21_modules_branch2_3b_modules_bn_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = -0.054 + std = 0.017 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_21_modules_branch2_3b_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_21_modules_branch2_3b_modules_bn_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = 0.042 + std = 0.002 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_21_modules_branch2_3b_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_21_modules_branch2_3b_modules_bn_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_21_modules_branch2_3b_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_21_modules_branch2_3b_modules_bn_parameters_bias_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = -0.193 + std = 0.065 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_21_modules_branch3_modules_1_modules_conv_parameters_weight_: + name = "L_self_modules_features_modules_21_modules_branch3_modules_1_modules_conv_parameters_weight_" + shape = [256, 1536, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.019 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_21_modules_branch3_modules_1_modules_bn_buffers_running_mean_: + name = "L_self_modules_features_modules_21_modules_branch3_modules_1_modules_bn_buffers_running_mean_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = 0.031 + std = 0.028 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_21_modules_branch3_modules_1_modules_bn_buffers_running_var_: + name = "L_self_modules_features_modules_21_modules_branch3_modules_1_modules_bn_buffers_running_var_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = 0.009 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_21_modules_branch3_modules_1_modules_bn_parameters_weight_: + name = "L_self_modules_features_modules_21_modules_branch3_modules_1_modules_bn_parameters_weight_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_21_modules_branch3_modules_1_modules_bn_parameters_bias_: + name = "L_self_modules_features_modules_21_modules_branch3_modules_1_modules_bn_parameters_bias_" + shape = [256] + dtype = "torch.float32" + device = "cpu" + mean = -0.043 + std = 0.041 + data = None + + +class Program_weight_tensor_meta_L_self_modules_last_linear_parameters_weight_: + name = "L_self_modules_last_linear_parameters_weight_" + shape = [1000, 1536] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.035 + data = None + + +class Program_weight_tensor_meta_L_self_modules_last_linear_parameters_bias_: + name = "L_self_modules_last_linear_parameters_bias_" + shape = [1000] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.025 + data = None