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segment_tracing_output.txt
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374 lines (374 loc) · 72.5 KB
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custom backend called wiht FX graph:
opcode name target args kwargs
----------- --------- --------- ----------------- --------
placeholder l_stack0_ L_stack0_ () {}
call_method float_1 float (l_stack0_,) {}
call_method to to (float_1, 'cuda') {}
output output output ((to,),) {}
(127, 3, 32, 32)
custom backend called wiht FX graph:
opcode name target args kwargs
------------- ------------------------------------------ ---------------------------------------------------------- ------------------------------------------------------------------------------- --------
placeholder l_stack0_ L_stack0_ () {}
placeholder l_inputs_ L_inputs_ () {}
call_method to to (l_stack0_, 'cuda') {}
call_module g__net___conv1 G__net___conv1 (l_inputs_,) {}
call_module g__net___bn1 G__net___bn1 (g__net___conv1,) {}
call_module g__net___relu G__net___relu (g__net___bn1,) {}
call_module g__net___maxpool G__net___maxpool (g__net___relu,) {}
call_module getattr_g__net___layer1___0___conv1 getattr_G__net___layer1___0___conv1 (g__net___maxpool,) {}
call_module getattr_g__net___layer1___0___bn1 getattr_G__net___layer1___0___bn1 (getattr_g__net___layer1___0___conv1,) {}
call_module getattr_g__net___layer1___0___relu getattr_G__net___layer1___0___relu (getattr_g__net___layer1___0___bn1,) {}
call_module getattr_g__net___layer1___0___conv2 getattr_G__net___layer1___0___conv2 (getattr_g__net___layer1___0___relu,) {}
call_module getattr_g__net___layer1___0___bn2 getattr_G__net___layer1___0___bn2 (getattr_g__net___layer1___0___conv2,) {}
call_module getattr_g__net___layer1___0___relu_1 getattr_G__net___layer1___0___relu (getattr_g__net___layer1___0___bn2,) {}
call_module getattr_g__net___layer1___0___conv3 getattr_G__net___layer1___0___conv3 (getattr_g__net___layer1___0___relu_1,) {}
call_module getattr_g__net___layer1___0___bn3 getattr_G__net___layer1___0___bn3 (getattr_g__net___layer1___0___conv3,) {}
call_module getattr_g__net___layer1___0___downsample_0 getattr_G__net___layer1___0___downsample_0 (g__net___maxpool,) {}
call_module getattr_g__net___layer1___0___downsample_1 getattr_G__net___layer1___0___downsample_1 (getattr_g__net___layer1___0___downsample_0,) {}
call_function iadd <built-in function iadd> (getattr_g__net___layer1___0___bn3, getattr_g__net___layer1___0___downsample_1) {}
call_module getattr_g__net___layer1___0___relu_2 getattr_G__net___layer1___0___relu (iadd,) {}
call_module getattr_g__net___layer1___1___conv1 getattr_G__net___layer1___1___conv1 (getattr_g__net___layer1___0___relu_2,) {}
call_module getattr_g__net___layer1___1___bn1 getattr_G__net___layer1___1___bn1 (getattr_g__net___layer1___1___conv1,) {}
call_module getattr_g__net___layer1___1___relu getattr_G__net___layer1___1___relu (getattr_g__net___layer1___1___bn1,) {}
call_module getattr_g__net___layer1___1___conv2 getattr_G__net___layer1___1___conv2 (getattr_g__net___layer1___1___relu,) {}
call_module getattr_g__net___layer1___1___bn2 getattr_G__net___layer1___1___bn2 (getattr_g__net___layer1___1___conv2,) {}
call_module getattr_g__net___layer1___1___relu_1 getattr_G__net___layer1___1___relu (getattr_g__net___layer1___1___bn2,) {}
call_module getattr_g__net___layer1___1___conv3 getattr_G__net___layer1___1___conv3 (getattr_g__net___layer1___1___relu_1,) {}
call_module getattr_g__net___layer1___1___bn3 getattr_G__net___layer1___1___bn3 (getattr_g__net___layer1___1___conv3,) {}
call_function iadd_1 <built-in function iadd> (getattr_g__net___layer1___1___bn3, getattr_g__net___layer1___0___relu_2) {}
call_module getattr_g__net___layer1___1___relu_2 getattr_G__net___layer1___1___relu (iadd_1,) {}
call_module getattr_g__net___layer1___2___conv1 getattr_G__net___layer1___2___conv1 (getattr_g__net___layer1___1___relu_2,) {}
call_module getattr_g__net___layer1___2___bn1 getattr_G__net___layer1___2___bn1 (getattr_g__net___layer1___2___conv1,) {}
call_module getattr_g__net___layer1___2___relu getattr_G__net___layer1___2___relu (getattr_g__net___layer1___2___bn1,) {}
call_module getattr_g__net___layer1___2___conv2 getattr_G__net___layer1___2___conv2 (getattr_g__net___layer1___2___relu,) {}
call_module getattr_g__net___layer1___2___bn2 getattr_G__net___layer1___2___bn2 (getattr_g__net___layer1___2___conv2,) {}
call_module getattr_g__net___layer1___2___relu_1 getattr_G__net___layer1___2___relu (getattr_g__net___layer1___2___bn2,) {}
call_module getattr_g__net___layer1___2___conv3 getattr_G__net___layer1___2___conv3 (getattr_g__net___layer1___2___relu_1,) {}
call_module getattr_g__net___layer1___2___bn3 getattr_G__net___layer1___2___bn3 (getattr_g__net___layer1___2___conv3,) {}
call_function iadd_2 <built-in function iadd> (getattr_g__net___layer1___2___bn3, getattr_g__net___layer1___1___relu_2) {}
call_module getattr_g__net___layer1___2___relu_2 getattr_G__net___layer1___2___relu (iadd_2,) {}
call_module getattr_g__net___layer2___0___conv1 getattr_G__net___layer2___0___conv1 (getattr_g__net___layer1___2___relu_2,) {}
call_module getattr_g__net___layer2___0___bn1 getattr_G__net___layer2___0___bn1 (getattr_g__net___layer2___0___conv1,) {}
call_module getattr_g__net___layer2___0___relu getattr_G__net___layer2___0___relu (getattr_g__net___layer2___0___bn1,) {}
call_module getattr_g__net___layer2___0___conv2 getattr_G__net___layer2___0___conv2 (getattr_g__net___layer2___0___relu,) {}
call_module getattr_g__net___layer2___0___bn2 getattr_G__net___layer2___0___bn2 (getattr_g__net___layer2___0___conv2,) {}
call_module getattr_g__net___layer2___0___relu_1 getattr_G__net___layer2___0___relu (getattr_g__net___layer2___0___bn2,) {}
call_module getattr_g__net___layer2___0___conv3 getattr_G__net___layer2___0___conv3 (getattr_g__net___layer2___0___relu_1,) {}
call_module getattr_g__net___layer2___0___bn3 getattr_G__net___layer2___0___bn3 (getattr_g__net___layer2___0___conv3,) {}
call_module getattr_g__net___layer2___0___downsample_0 getattr_G__net___layer2___0___downsample_0 (getattr_g__net___layer1___2___relu_2,) {}
call_module getattr_g__net___layer2___0___downsample_1 getattr_G__net___layer2___0___downsample_1 (getattr_g__net___layer2___0___downsample_0,) {}
call_function iadd_3 <built-in function iadd> (getattr_g__net___layer2___0___bn3, getattr_g__net___layer2___0___downsample_1) {}
call_module getattr_g__net___layer2___0___relu_2 getattr_G__net___layer2___0___relu (iadd_3,) {}
call_module getattr_g__net___layer2___1___conv1 getattr_G__net___layer2___1___conv1 (getattr_g__net___layer2___0___relu_2,) {}
call_module getattr_g__net___layer2___1___bn1 getattr_G__net___layer2___1___bn1 (getattr_g__net___layer2___1___conv1,) {}
call_module getattr_g__net___layer2___1___relu getattr_G__net___layer2___1___relu (getattr_g__net___layer2___1___bn1,) {}
call_module getattr_g__net___layer2___1___conv2 getattr_G__net___layer2___1___conv2 (getattr_g__net___layer2___1___relu,) {}
call_module getattr_g__net___layer2___1___bn2 getattr_G__net___layer2___1___bn2 (getattr_g__net___layer2___1___conv2,) {}
call_module getattr_g__net___layer2___1___relu_1 getattr_G__net___layer2___1___relu (getattr_g__net___layer2___1___bn2,) {}
call_module getattr_g__net___layer2___1___conv3 getattr_G__net___layer2___1___conv3 (getattr_g__net___layer2___1___relu_1,) {}
call_module getattr_g__net___layer2___1___bn3 getattr_G__net___layer2___1___bn3 (getattr_g__net___layer2___1___conv3,) {}
call_function iadd_4 <built-in function iadd> (getattr_g__net___layer2___1___bn3, getattr_g__net___layer2___0___relu_2) {}
call_module getattr_g__net___layer2___1___relu_2 getattr_G__net___layer2___1___relu (iadd_4,) {}
call_module getattr_g__net___layer2___2___conv1 getattr_G__net___layer2___2___conv1 (getattr_g__net___layer2___1___relu_2,) {}
call_module getattr_g__net___layer2___2___bn1 getattr_G__net___layer2___2___bn1 (getattr_g__net___layer2___2___conv1,) {}
call_module getattr_g__net___layer2___2___relu getattr_G__net___layer2___2___relu (getattr_g__net___layer2___2___bn1,) {}
call_module getattr_g__net___layer2___2___conv2 getattr_G__net___layer2___2___conv2 (getattr_g__net___layer2___2___relu,) {}
call_module getattr_g__net___layer2___2___bn2 getattr_G__net___layer2___2___bn2 (getattr_g__net___layer2___2___conv2,) {}
call_module getattr_g__net___layer2___2___relu_1 getattr_G__net___layer2___2___relu (getattr_g__net___layer2___2___bn2,) {}
call_module getattr_g__net___layer2___2___conv3 getattr_G__net___layer2___2___conv3 (getattr_g__net___layer2___2___relu_1,) {}
call_module getattr_g__net___layer2___2___bn3 getattr_G__net___layer2___2___bn3 (getattr_g__net___layer2___2___conv3,) {}
call_function iadd_5 <built-in function iadd> (getattr_g__net___layer2___2___bn3, getattr_g__net___layer2___1___relu_2) {}
call_module getattr_g__net___layer2___2___relu_2 getattr_G__net___layer2___2___relu (iadd_5,) {}
call_module getattr_g__net___layer2___3___conv1 getattr_G__net___layer2___3___conv1 (getattr_g__net___layer2___2___relu_2,) {}
call_module getattr_g__net___layer2___3___bn1 getattr_G__net___layer2___3___bn1 (getattr_g__net___layer2___3___conv1,) {}
call_module getattr_g__net___layer2___3___relu getattr_G__net___layer2___3___relu (getattr_g__net___layer2___3___bn1,) {}
call_module getattr_g__net___layer2___3___conv2 getattr_G__net___layer2___3___conv2 (getattr_g__net___layer2___3___relu,) {}
call_module getattr_g__net___layer2___3___bn2 getattr_G__net___layer2___3___bn2 (getattr_g__net___layer2___3___conv2,) {}
call_module getattr_g__net___layer2___3___relu_1 getattr_G__net___layer2___3___relu (getattr_g__net___layer2___3___bn2,) {}
call_module getattr_g__net___layer2___3___conv3 getattr_G__net___layer2___3___conv3 (getattr_g__net___layer2___3___relu_1,) {}
call_module getattr_g__net___layer2___3___bn3 getattr_G__net___layer2___3___bn3 (getattr_g__net___layer2___3___conv3,) {}
call_function iadd_6 <built-in function iadd> (getattr_g__net___layer2___3___bn3, getattr_g__net___layer2___2___relu_2) {}
call_module getattr_g__net___layer2___3___relu_2 getattr_G__net___layer2___3___relu (iadd_6,) {}
call_module getattr_g__net___layer3___0___conv1 getattr_G__net___layer3___0___conv1 (getattr_g__net___layer2___3___relu_2,) {}
call_module getattr_g__net___layer3___0___bn1 getattr_G__net___layer3___0___bn1 (getattr_g__net___layer3___0___conv1,) {}
call_module getattr_g__net___layer3___0___relu getattr_G__net___layer3___0___relu (getattr_g__net___layer3___0___bn1,) {}
call_module getattr_g__net___layer3___0___conv2 getattr_G__net___layer3___0___conv2 (getattr_g__net___layer3___0___relu,) {}
call_module getattr_g__net___layer3___0___bn2 getattr_G__net___layer3___0___bn2 (getattr_g__net___layer3___0___conv2,) {}
call_module getattr_g__net___layer3___0___relu_1 getattr_G__net___layer3___0___relu (getattr_g__net___layer3___0___bn2,) {}
call_module getattr_g__net___layer3___0___conv3 getattr_G__net___layer3___0___conv3 (getattr_g__net___layer3___0___relu_1,) {}
call_module getattr_g__net___layer3___0___bn3 getattr_G__net___layer3___0___bn3 (getattr_g__net___layer3___0___conv3,) {}
call_module getattr_g__net___layer3___0___downsample_0 getattr_G__net___layer3___0___downsample_0 (getattr_g__net___layer2___3___relu_2,) {}
call_module getattr_g__net___layer3___0___downsample_1 getattr_G__net___layer3___0___downsample_1 (getattr_g__net___layer3___0___downsample_0,) {}
call_function iadd_7 <built-in function iadd> (getattr_g__net___layer3___0___bn3, getattr_g__net___layer3___0___downsample_1) {}
call_module getattr_g__net___layer3___0___relu_2 getattr_G__net___layer3___0___relu (iadd_7,) {}
call_module getattr_g__net___layer3___1___conv1 getattr_G__net___layer3___1___conv1 (getattr_g__net___layer3___0___relu_2,) {}
call_module getattr_g__net___layer3___1___bn1 getattr_G__net___layer3___1___bn1 (getattr_g__net___layer3___1___conv1,) {}
call_module getattr_g__net___layer3___1___relu getattr_G__net___layer3___1___relu (getattr_g__net___layer3___1___bn1,) {}
call_module getattr_g__net___layer3___1___conv2 getattr_G__net___layer3___1___conv2 (getattr_g__net___layer3___1___relu,) {}
call_module getattr_g__net___layer3___1___bn2 getattr_G__net___layer3___1___bn2 (getattr_g__net___layer3___1___conv2,) {}
call_module getattr_g__net___layer3___1___relu_1 getattr_G__net___layer3___1___relu (getattr_g__net___layer3___1___bn2,) {}
call_module getattr_g__net___layer3___1___conv3 getattr_G__net___layer3___1___conv3 (getattr_g__net___layer3___1___relu_1,) {}
call_module getattr_g__net___layer3___1___bn3 getattr_G__net___layer3___1___bn3 (getattr_g__net___layer3___1___conv3,) {}
call_function iadd_8 <built-in function iadd> (getattr_g__net___layer3___1___bn3, getattr_g__net___layer3___0___relu_2) {}
call_module getattr_g__net___layer3___1___relu_2 getattr_G__net___layer3___1___relu (iadd_8,) {}
call_module getattr_g__net___layer3___2___conv1 getattr_G__net___layer3___2___conv1 (getattr_g__net___layer3___1___relu_2,) {}
call_module getattr_g__net___layer3___2___bn1 getattr_G__net___layer3___2___bn1 (getattr_g__net___layer3___2___conv1,) {}
call_module getattr_g__net___layer3___2___relu getattr_G__net___layer3___2___relu (getattr_g__net___layer3___2___bn1,) {}
call_module getattr_g__net___layer3___2___conv2 getattr_G__net___layer3___2___conv2 (getattr_g__net___layer3___2___relu,) {}
call_module getattr_g__net___layer3___2___bn2 getattr_G__net___layer3___2___bn2 (getattr_g__net___layer3___2___conv2,) {}
call_module getattr_g__net___layer3___2___relu_1 getattr_G__net___layer3___2___relu (getattr_g__net___layer3___2___bn2,) {}
call_module getattr_g__net___layer3___2___conv3 getattr_G__net___layer3___2___conv3 (getattr_g__net___layer3___2___relu_1,) {}
call_module getattr_g__net___layer3___2___bn3 getattr_G__net___layer3___2___bn3 (getattr_g__net___layer3___2___conv3,) {}
call_function iadd_9 <built-in function iadd> (getattr_g__net___layer3___2___bn3, getattr_g__net___layer3___1___relu_2) {}
call_module getattr_g__net___layer3___2___relu_2 getattr_G__net___layer3___2___relu (iadd_9,) {}
call_module getattr_g__net___layer3___3___conv1 getattr_G__net___layer3___3___conv1 (getattr_g__net___layer3___2___relu_2,) {}
call_module getattr_g__net___layer3___3___bn1 getattr_G__net___layer3___3___bn1 (getattr_g__net___layer3___3___conv1,) {}
call_module getattr_g__net___layer3___3___relu getattr_G__net___layer3___3___relu (getattr_g__net___layer3___3___bn1,) {}
call_module getattr_g__net___layer3___3___conv2 getattr_G__net___layer3___3___conv2 (getattr_g__net___layer3___3___relu,) {}
call_module getattr_g__net___layer3___3___bn2 getattr_G__net___layer3___3___bn2 (getattr_g__net___layer3___3___conv2,) {}
call_module getattr_g__net___layer3___3___relu_1 getattr_G__net___layer3___3___relu (getattr_g__net___layer3___3___bn2,) {}
call_module getattr_g__net___layer3___3___conv3 getattr_G__net___layer3___3___conv3 (getattr_g__net___layer3___3___relu_1,) {}
call_module getattr_g__net___layer3___3___bn3 getattr_G__net___layer3___3___bn3 (getattr_g__net___layer3___3___conv3,) {}
call_function iadd_10 <built-in function iadd> (getattr_g__net___layer3___3___bn3, getattr_g__net___layer3___2___relu_2) {}
call_module getattr_g__net___layer3___3___relu_2 getattr_G__net___layer3___3___relu (iadd_10,) {}
call_module getattr_g__net___layer3___4___conv1 getattr_G__net___layer3___4___conv1 (getattr_g__net___layer3___3___relu_2,) {}
call_module getattr_g__net___layer3___4___bn1 getattr_G__net___layer3___4___bn1 (getattr_g__net___layer3___4___conv1,) {}
call_module getattr_g__net___layer3___4___relu getattr_G__net___layer3___4___relu (getattr_g__net___layer3___4___bn1,) {}
call_module getattr_g__net___layer3___4___conv2 getattr_G__net___layer3___4___conv2 (getattr_g__net___layer3___4___relu,) {}
call_module getattr_g__net___layer3___4___bn2 getattr_G__net___layer3___4___bn2 (getattr_g__net___layer3___4___conv2,) {}
call_module getattr_g__net___layer3___4___relu_1 getattr_G__net___layer3___4___relu (getattr_g__net___layer3___4___bn2,) {}
call_module getattr_g__net___layer3___4___conv3 getattr_G__net___layer3___4___conv3 (getattr_g__net___layer3___4___relu_1,) {}
call_module getattr_g__net___layer3___4___bn3 getattr_G__net___layer3___4___bn3 (getattr_g__net___layer3___4___conv3,) {}
call_function iadd_11 <built-in function iadd> (getattr_g__net___layer3___4___bn3, getattr_g__net___layer3___3___relu_2) {}
call_module getattr_g__net___layer3___4___relu_2 getattr_G__net___layer3___4___relu (iadd_11,) {}
call_module getattr_g__net___layer3___5___conv1 getattr_G__net___layer3___5___conv1 (getattr_g__net___layer3___4___relu_2,) {}
call_module getattr_g__net___layer3___5___bn1 getattr_G__net___layer3___5___bn1 (getattr_g__net___layer3___5___conv1,) {}
call_module getattr_g__net___layer3___5___relu getattr_G__net___layer3___5___relu (getattr_g__net___layer3___5___bn1,) {}
call_module getattr_g__net___layer3___5___conv2 getattr_G__net___layer3___5___conv2 (getattr_g__net___layer3___5___relu,) {}
call_module getattr_g__net___layer3___5___bn2 getattr_G__net___layer3___5___bn2 (getattr_g__net___layer3___5___conv2,) {}
call_module getattr_g__net___layer3___5___relu_1 getattr_G__net___layer3___5___relu (getattr_g__net___layer3___5___bn2,) {}
call_module getattr_g__net___layer3___5___conv3 getattr_G__net___layer3___5___conv3 (getattr_g__net___layer3___5___relu_1,) {}
call_module getattr_g__net___layer3___5___bn3 getattr_G__net___layer3___5___bn3 (getattr_g__net___layer3___5___conv3,) {}
call_function iadd_12 <built-in function iadd> (getattr_g__net___layer3___5___bn3, getattr_g__net___layer3___4___relu_2) {}
call_module getattr_g__net___layer3___5___relu_2 getattr_G__net___layer3___5___relu (iadd_12,) {}
call_module getattr_g__net___layer4___0___conv1 getattr_G__net___layer4___0___conv1 (getattr_g__net___layer3___5___relu_2,) {}
call_module getattr_g__net___layer4___0___bn1 getattr_G__net___layer4___0___bn1 (getattr_g__net___layer4___0___conv1,) {}
call_module getattr_g__net___layer4___0___relu getattr_G__net___layer4___0___relu (getattr_g__net___layer4___0___bn1,) {}
call_module getattr_g__net___layer4___0___conv2 getattr_G__net___layer4___0___conv2 (getattr_g__net___layer4___0___relu,) {}
call_module getattr_g__net___layer4___0___bn2 getattr_G__net___layer4___0___bn2 (getattr_g__net___layer4___0___conv2,) {}
call_module getattr_g__net___layer4___0___relu_1 getattr_G__net___layer4___0___relu (getattr_g__net___layer4___0___bn2,) {}
call_module getattr_g__net___layer4___0___conv3 getattr_G__net___layer4___0___conv3 (getattr_g__net___layer4___0___relu_1,) {}
call_module getattr_g__net___layer4___0___bn3 getattr_G__net___layer4___0___bn3 (getattr_g__net___layer4___0___conv3,) {}
call_module getattr_g__net___layer4___0___downsample_0 getattr_G__net___layer4___0___downsample_0 (getattr_g__net___layer3___5___relu_2,) {}
call_module getattr_g__net___layer4___0___downsample_1 getattr_G__net___layer4___0___downsample_1 (getattr_g__net___layer4___0___downsample_0,) {}
call_function iadd_13 <built-in function iadd> (getattr_g__net___layer4___0___bn3, getattr_g__net___layer4___0___downsample_1) {}
call_module getattr_g__net___layer4___0___relu_2 getattr_G__net___layer4___0___relu (iadd_13,) {}
call_module getattr_g__net___layer4___1___conv1 getattr_G__net___layer4___1___conv1 (getattr_g__net___layer4___0___relu_2,) {}
call_module getattr_g__net___layer4___1___bn1 getattr_G__net___layer4___1___bn1 (getattr_g__net___layer4___1___conv1,) {}
call_module getattr_g__net___layer4___1___relu getattr_G__net___layer4___1___relu (getattr_g__net___layer4___1___bn1,) {}
call_module getattr_g__net___layer4___1___conv2 getattr_G__net___layer4___1___conv2 (getattr_g__net___layer4___1___relu,) {}
call_module getattr_g__net___layer4___1___bn2 getattr_G__net___layer4___1___bn2 (getattr_g__net___layer4___1___conv2,) {}
call_module getattr_g__net___layer4___1___relu_1 getattr_G__net___layer4___1___relu (getattr_g__net___layer4___1___bn2,) {}
call_module getattr_g__net___layer4___1___conv3 getattr_G__net___layer4___1___conv3 (getattr_g__net___layer4___1___relu_1,) {}
call_module getattr_g__net___layer4___1___bn3 getattr_G__net___layer4___1___bn3 (getattr_g__net___layer4___1___conv3,) {}
call_function iadd_14 <built-in function iadd> (getattr_g__net___layer4___1___bn3, getattr_g__net___layer4___0___relu_2) {}
call_module getattr_g__net___layer4___1___relu_2 getattr_G__net___layer4___1___relu (iadd_14,) {}
call_module getattr_g__net___layer4___2___conv1 getattr_G__net___layer4___2___conv1 (getattr_g__net___layer4___1___relu_2,) {}
call_module getattr_g__net___layer4___2___bn1 getattr_G__net___layer4___2___bn1 (getattr_g__net___layer4___2___conv1,) {}
call_module getattr_g__net___layer4___2___relu getattr_G__net___layer4___2___relu (getattr_g__net___layer4___2___bn1,) {}
call_module getattr_g__net___layer4___2___conv2 getattr_G__net___layer4___2___conv2 (getattr_g__net___layer4___2___relu,) {}
call_module getattr_g__net___layer4___2___bn2 getattr_G__net___layer4___2___bn2 (getattr_g__net___layer4___2___conv2,) {}
call_module getattr_g__net___layer4___2___relu_1 getattr_G__net___layer4___2___relu (getattr_g__net___layer4___2___bn2,) {}
call_module getattr_g__net___layer4___2___conv3 getattr_G__net___layer4___2___conv3 (getattr_g__net___layer4___2___relu_1,) {}
call_module getattr_g__net___layer4___2___bn3 getattr_G__net___layer4___2___bn3 (getattr_g__net___layer4___2___conv3,) {}
call_function iadd_15 <built-in function iadd> (getattr_g__net___layer4___2___bn3, getattr_g__net___layer4___1___relu_2) {}
call_module getattr_g__net___layer4___2___relu_2 getattr_G__net___layer4___2___relu (iadd_15,) {}
call_module g__net___avgpool G__net___avgpool (getattr_g__net___layer4___2___relu_2,) {}
call_function flatten <built-in method flatten of type object at 0x7fece1a83100> (g__net___avgpool, 1) {}
call_module g__net___fc G__net___fc (flatten,) {}
call_module criterion criterion (g__net___fc, to) {}
output output output ((criterion, to),) {}
custom backend called wiht FX graph:
opcode name target args kwargs
------------- ------------------------------------------ ---------------------------------------------------------- ------------------------------------------------------------------------------- --------
placeholder l_inputs_ L_inputs_ () {}
placeholder l_labels_ L_labels_ () {}
call_module g__net___conv1 G__net___conv1 (l_inputs_,) {}
call_module g__net___bn1 G__net___bn1 (g__net___conv1,) {}
call_module g__net___relu G__net___relu (g__net___bn1,) {}
call_module g__net___maxpool G__net___maxpool (g__net___relu,) {}
call_module getattr_g__net___layer1___0___conv1 getattr_G__net___layer1___0___conv1 (g__net___maxpool,) {}
call_module getattr_g__net___layer1___0___bn1 getattr_G__net___layer1___0___bn1 (getattr_g__net___layer1___0___conv1,) {}
call_module getattr_g__net___layer1___0___relu getattr_G__net___layer1___0___relu (getattr_g__net___layer1___0___bn1,) {}
call_module getattr_g__net___layer1___0___conv2 getattr_G__net___layer1___0___conv2 (getattr_g__net___layer1___0___relu,) {}
call_module getattr_g__net___layer1___0___bn2 getattr_G__net___layer1___0___bn2 (getattr_g__net___layer1___0___conv2,) {}
call_module getattr_g__net___layer1___0___relu_1 getattr_G__net___layer1___0___relu (getattr_g__net___layer1___0___bn2,) {}
call_module getattr_g__net___layer1___0___conv3 getattr_G__net___layer1___0___conv3 (getattr_g__net___layer1___0___relu_1,) {}
call_module getattr_g__net___layer1___0___bn3 getattr_G__net___layer1___0___bn3 (getattr_g__net___layer1___0___conv3,) {}
call_module getattr_g__net___layer1___0___downsample_0 getattr_G__net___layer1___0___downsample_0 (g__net___maxpool,) {}
call_module getattr_g__net___layer1___0___downsample_1 getattr_G__net___layer1___0___downsample_1 (getattr_g__net___layer1___0___downsample_0,) {}
call_function iadd <built-in function iadd> (getattr_g__net___layer1___0___bn3, getattr_g__net___layer1___0___downsample_1) {}
call_module getattr_g__net___layer1___0___relu_2 getattr_G__net___layer1___0___relu (iadd,) {}
call_module getattr_g__net___layer1___1___conv1 getattr_G__net___layer1___1___conv1 (getattr_g__net___layer1___0___relu_2,) {}
call_module getattr_g__net___layer1___1___bn1 getattr_G__net___layer1___1___bn1 (getattr_g__net___layer1___1___conv1,) {}
call_module getattr_g__net___layer1___1___relu getattr_G__net___layer1___1___relu (getattr_g__net___layer1___1___bn1,) {}
call_module getattr_g__net___layer1___1___conv2 getattr_G__net___layer1___1___conv2 (getattr_g__net___layer1___1___relu,) {}
call_module getattr_g__net___layer1___1___bn2 getattr_G__net___layer1___1___bn2 (getattr_g__net___layer1___1___conv2,) {}
call_module getattr_g__net___layer1___1___relu_1 getattr_G__net___layer1___1___relu (getattr_g__net___layer1___1___bn2,) {}
call_module getattr_g__net___layer1___1___conv3 getattr_G__net___layer1___1___conv3 (getattr_g__net___layer1___1___relu_1,) {}
call_module getattr_g__net___layer1___1___bn3 getattr_G__net___layer1___1___bn3 (getattr_g__net___layer1___1___conv3,) {}
call_function iadd_1 <built-in function iadd> (getattr_g__net___layer1___1___bn3, getattr_g__net___layer1___0___relu_2) {}
call_module getattr_g__net___layer1___1___relu_2 getattr_G__net___layer1___1___relu (iadd_1,) {}
call_module getattr_g__net___layer1___2___conv1 getattr_G__net___layer1___2___conv1 (getattr_g__net___layer1___1___relu_2,) {}
call_module getattr_g__net___layer1___2___bn1 getattr_G__net___layer1___2___bn1 (getattr_g__net___layer1___2___conv1,) {}
call_module getattr_g__net___layer1___2___relu getattr_G__net___layer1___2___relu (getattr_g__net___layer1___2___bn1,) {}
call_module getattr_g__net___layer1___2___conv2 getattr_G__net___layer1___2___conv2 (getattr_g__net___layer1___2___relu,) {}
call_module getattr_g__net___layer1___2___bn2 getattr_G__net___layer1___2___bn2 (getattr_g__net___layer1___2___conv2,) {}
call_module getattr_g__net___layer1___2___relu_1 getattr_G__net___layer1___2___relu (getattr_g__net___layer1___2___bn2,) {}
call_module getattr_g__net___layer1___2___conv3 getattr_G__net___layer1___2___conv3 (getattr_g__net___layer1___2___relu_1,) {}
call_module getattr_g__net___layer1___2___bn3 getattr_G__net___layer1___2___bn3 (getattr_g__net___layer1___2___conv3,) {}
call_function iadd_2 <built-in function iadd> (getattr_g__net___layer1___2___bn3, getattr_g__net___layer1___1___relu_2) {}
call_module getattr_g__net___layer1___2___relu_2 getattr_G__net___layer1___2___relu (iadd_2,) {}
call_module getattr_g__net___layer2___0___conv1 getattr_G__net___layer2___0___conv1 (getattr_g__net___layer1___2___relu_2,) {}
call_module getattr_g__net___layer2___0___bn1 getattr_G__net___layer2___0___bn1 (getattr_g__net___layer2___0___conv1,) {}
call_module getattr_g__net___layer2___0___relu getattr_G__net___layer2___0___relu (getattr_g__net___layer2___0___bn1,) {}
call_module getattr_g__net___layer2___0___conv2 getattr_G__net___layer2___0___conv2 (getattr_g__net___layer2___0___relu,) {}
call_module getattr_g__net___layer2___0___bn2 getattr_G__net___layer2___0___bn2 (getattr_g__net___layer2___0___conv2,) {}
call_module getattr_g__net___layer2___0___relu_1 getattr_G__net___layer2___0___relu (getattr_g__net___layer2___0___bn2,) {}
call_module getattr_g__net___layer2___0___conv3 getattr_G__net___layer2___0___conv3 (getattr_g__net___layer2___0___relu_1,) {}
call_module getattr_g__net___layer2___0___bn3 getattr_G__net___layer2___0___bn3 (getattr_g__net___layer2___0___conv3,) {}
call_module getattr_g__net___layer2___0___downsample_0 getattr_G__net___layer2___0___downsample_0 (getattr_g__net___layer1___2___relu_2,) {}
call_module getattr_g__net___layer2___0___downsample_1 getattr_G__net___layer2___0___downsample_1 (getattr_g__net___layer2___0___downsample_0,) {}
call_function iadd_3 <built-in function iadd> (getattr_g__net___layer2___0___bn3, getattr_g__net___layer2___0___downsample_1) {}
call_module getattr_g__net___layer2___0___relu_2 getattr_G__net___layer2___0___relu (iadd_3,) {}
call_module getattr_g__net___layer2___1___conv1 getattr_G__net___layer2___1___conv1 (getattr_g__net___layer2___0___relu_2,) {}
call_module getattr_g__net___layer2___1___bn1 getattr_G__net___layer2___1___bn1 (getattr_g__net___layer2___1___conv1,) {}
call_module getattr_g__net___layer2___1___relu getattr_G__net___layer2___1___relu (getattr_g__net___layer2___1___bn1,) {}
call_module getattr_g__net___layer2___1___conv2 getattr_G__net___layer2___1___conv2 (getattr_g__net___layer2___1___relu,) {}
call_module getattr_g__net___layer2___1___bn2 getattr_G__net___layer2___1___bn2 (getattr_g__net___layer2___1___conv2,) {}
call_module getattr_g__net___layer2___1___relu_1 getattr_G__net___layer2___1___relu (getattr_g__net___layer2___1___bn2,) {}
call_module getattr_g__net___layer2___1___conv3 getattr_G__net___layer2___1___conv3 (getattr_g__net___layer2___1___relu_1,) {}
call_module getattr_g__net___layer2___1___bn3 getattr_G__net___layer2___1___bn3 (getattr_g__net___layer2___1___conv3,) {}
call_function iadd_4 <built-in function iadd> (getattr_g__net___layer2___1___bn3, getattr_g__net___layer2___0___relu_2) {}
call_module getattr_g__net___layer2___1___relu_2 getattr_G__net___layer2___1___relu (iadd_4,) {}
call_module getattr_g__net___layer2___2___conv1 getattr_G__net___layer2___2___conv1 (getattr_g__net___layer2___1___relu_2,) {}
call_module getattr_g__net___layer2___2___bn1 getattr_G__net___layer2___2___bn1 (getattr_g__net___layer2___2___conv1,) {}
call_module getattr_g__net___layer2___2___relu getattr_G__net___layer2___2___relu (getattr_g__net___layer2___2___bn1,) {}
call_module getattr_g__net___layer2___2___conv2 getattr_G__net___layer2___2___conv2 (getattr_g__net___layer2___2___relu,) {}
call_module getattr_g__net___layer2___2___bn2 getattr_G__net___layer2___2___bn2 (getattr_g__net___layer2___2___conv2,) {}
call_module getattr_g__net___layer2___2___relu_1 getattr_G__net___layer2___2___relu (getattr_g__net___layer2___2___bn2,) {}
call_module getattr_g__net___layer2___2___conv3 getattr_G__net___layer2___2___conv3 (getattr_g__net___layer2___2___relu_1,) {}
call_module getattr_g__net___layer2___2___bn3 getattr_G__net___layer2___2___bn3 (getattr_g__net___layer2___2___conv3,) {}
call_function iadd_5 <built-in function iadd> (getattr_g__net___layer2___2___bn3, getattr_g__net___layer2___1___relu_2) {}
call_module getattr_g__net___layer2___2___relu_2 getattr_G__net___layer2___2___relu (iadd_5,) {}
call_module getattr_g__net___layer2___3___conv1 getattr_G__net___layer2___3___conv1 (getattr_g__net___layer2___2___relu_2,) {}
call_module getattr_g__net___layer2___3___bn1 getattr_G__net___layer2___3___bn1 (getattr_g__net___layer2___3___conv1,) {}
call_module getattr_g__net___layer2___3___relu getattr_G__net___layer2___3___relu (getattr_g__net___layer2___3___bn1,) {}
call_module getattr_g__net___layer2___3___conv2 getattr_G__net___layer2___3___conv2 (getattr_g__net___layer2___3___relu,) {}
call_module getattr_g__net___layer2___3___bn2 getattr_G__net___layer2___3___bn2 (getattr_g__net___layer2___3___conv2,) {}
call_module getattr_g__net___layer2___3___relu_1 getattr_G__net___layer2___3___relu (getattr_g__net___layer2___3___bn2,) {}
call_module getattr_g__net___layer2___3___conv3 getattr_G__net___layer2___3___conv3 (getattr_g__net___layer2___3___relu_1,) {}
call_module getattr_g__net___layer2___3___bn3 getattr_G__net___layer2___3___bn3 (getattr_g__net___layer2___3___conv3,) {}
call_function iadd_6 <built-in function iadd> (getattr_g__net___layer2___3___bn3, getattr_g__net___layer2___2___relu_2) {}
call_module getattr_g__net___layer2___3___relu_2 getattr_G__net___layer2___3___relu (iadd_6,) {}
call_module getattr_g__net___layer3___0___conv1 getattr_G__net___layer3___0___conv1 (getattr_g__net___layer2___3___relu_2,) {}
call_module getattr_g__net___layer3___0___bn1 getattr_G__net___layer3___0___bn1 (getattr_g__net___layer3___0___conv1,) {}
call_module getattr_g__net___layer3___0___relu getattr_G__net___layer3___0___relu (getattr_g__net___layer3___0___bn1,) {}
call_module getattr_g__net___layer3___0___conv2 getattr_G__net___layer3___0___conv2 (getattr_g__net___layer3___0___relu,) {}
call_module getattr_g__net___layer3___0___bn2 getattr_G__net___layer3___0___bn2 (getattr_g__net___layer3___0___conv2,) {}
call_module getattr_g__net___layer3___0___relu_1 getattr_G__net___layer3___0___relu (getattr_g__net___layer3___0___bn2,) {}
call_module getattr_g__net___layer3___0___conv3 getattr_G__net___layer3___0___conv3 (getattr_g__net___layer3___0___relu_1,) {}
call_module getattr_g__net___layer3___0___bn3 getattr_G__net___layer3___0___bn3 (getattr_g__net___layer3___0___conv3,) {}
call_module getattr_g__net___layer3___0___downsample_0 getattr_G__net___layer3___0___downsample_0 (getattr_g__net___layer2___3___relu_2,) {}
call_module getattr_g__net___layer3___0___downsample_1 getattr_G__net___layer3___0___downsample_1 (getattr_g__net___layer3___0___downsample_0,) {}
call_function iadd_7 <built-in function iadd> (getattr_g__net___layer3___0___bn3, getattr_g__net___layer3___0___downsample_1) {}
call_module getattr_g__net___layer3___0___relu_2 getattr_G__net___layer3___0___relu (iadd_7,) {}
call_module getattr_g__net___layer3___1___conv1 getattr_G__net___layer3___1___conv1 (getattr_g__net___layer3___0___relu_2,) {}
call_module getattr_g__net___layer3___1___bn1 getattr_G__net___layer3___1___bn1 (getattr_g__net___layer3___1___conv1,) {}
call_module getattr_g__net___layer3___1___relu getattr_G__net___layer3___1___relu (getattr_g__net___layer3___1___bn1,) {}
call_module getattr_g__net___layer3___1___conv2 getattr_G__net___layer3___1___conv2 (getattr_g__net___layer3___1___relu,) {}
call_module getattr_g__net___layer3___1___bn2 getattr_G__net___layer3___1___bn2 (getattr_g__net___layer3___1___conv2,) {}
call_module getattr_g__net___layer3___1___relu_1 getattr_G__net___layer3___1___relu (getattr_g__net___layer3___1___bn2,) {}
call_module getattr_g__net___layer3___1___conv3 getattr_G__net___layer3___1___conv3 (getattr_g__net___layer3___1___relu_1,) {}
call_module getattr_g__net___layer3___1___bn3 getattr_G__net___layer3___1___bn3 (getattr_g__net___layer3___1___conv3,) {}
call_function iadd_8 <built-in function iadd> (getattr_g__net___layer3___1___bn3, getattr_g__net___layer3___0___relu_2) {}
call_module getattr_g__net___layer3___1___relu_2 getattr_G__net___layer3___1___relu (iadd_8,) {}
call_module getattr_g__net___layer3___2___conv1 getattr_G__net___layer3___2___conv1 (getattr_g__net___layer3___1___relu_2,) {}
call_module getattr_g__net___layer3___2___bn1 getattr_G__net___layer3___2___bn1 (getattr_g__net___layer3___2___conv1,) {}
call_module getattr_g__net___layer3___2___relu getattr_G__net___layer3___2___relu (getattr_g__net___layer3___2___bn1,) {}
call_module getattr_g__net___layer3___2___conv2 getattr_G__net___layer3___2___conv2 (getattr_g__net___layer3___2___relu,) {}
call_module getattr_g__net___layer3___2___bn2 getattr_G__net___layer3___2___bn2 (getattr_g__net___layer3___2___conv2,) {}
call_module getattr_g__net___layer3___2___relu_1 getattr_G__net___layer3___2___relu (getattr_g__net___layer3___2___bn2,) {}
call_module getattr_g__net___layer3___2___conv3 getattr_G__net___layer3___2___conv3 (getattr_g__net___layer3___2___relu_1,) {}
call_module getattr_g__net___layer3___2___bn3 getattr_G__net___layer3___2___bn3 (getattr_g__net___layer3___2___conv3,) {}
call_function iadd_9 <built-in function iadd> (getattr_g__net___layer3___2___bn3, getattr_g__net___layer3___1___relu_2) {}
call_module getattr_g__net___layer3___2___relu_2 getattr_G__net___layer3___2___relu (iadd_9,) {}
call_module getattr_g__net___layer3___3___conv1 getattr_G__net___layer3___3___conv1 (getattr_g__net___layer3___2___relu_2,) {}
call_module getattr_g__net___layer3___3___bn1 getattr_G__net___layer3___3___bn1 (getattr_g__net___layer3___3___conv1,) {}
call_module getattr_g__net___layer3___3___relu getattr_G__net___layer3___3___relu (getattr_g__net___layer3___3___bn1,) {}
call_module getattr_g__net___layer3___3___conv2 getattr_G__net___layer3___3___conv2 (getattr_g__net___layer3___3___relu,) {}
call_module getattr_g__net___layer3___3___bn2 getattr_G__net___layer3___3___bn2 (getattr_g__net___layer3___3___conv2,) {}
call_module getattr_g__net___layer3___3___relu_1 getattr_G__net___layer3___3___relu (getattr_g__net___layer3___3___bn2,) {}
call_module getattr_g__net___layer3___3___conv3 getattr_G__net___layer3___3___conv3 (getattr_g__net___layer3___3___relu_1,) {}
call_module getattr_g__net___layer3___3___bn3 getattr_G__net___layer3___3___bn3 (getattr_g__net___layer3___3___conv3,) {}
call_function iadd_10 <built-in function iadd> (getattr_g__net___layer3___3___bn3, getattr_g__net___layer3___2___relu_2) {}
call_module getattr_g__net___layer3___3___relu_2 getattr_G__net___layer3___3___relu (iadd_10,) {}
call_module getattr_g__net___layer3___4___conv1 getattr_G__net___layer3___4___conv1 (getattr_g__net___layer3___3___relu_2,) {}
call_module getattr_g__net___layer3___4___bn1 getattr_G__net___layer3___4___bn1 (getattr_g__net___layer3___4___conv1,) {}
call_module getattr_g__net___layer3___4___relu getattr_G__net___layer3___4___relu (getattr_g__net___layer3___4___bn1,) {}
call_module getattr_g__net___layer3___4___conv2 getattr_G__net___layer3___4___conv2 (getattr_g__net___layer3___4___relu,) {}
call_module getattr_g__net___layer3___4___bn2 getattr_G__net___layer3___4___bn2 (getattr_g__net___layer3___4___conv2,) {}
call_module getattr_g__net___layer3___4___relu_1 getattr_G__net___layer3___4___relu (getattr_g__net___layer3___4___bn2,) {}
call_module getattr_g__net___layer3___4___conv3 getattr_G__net___layer3___4___conv3 (getattr_g__net___layer3___4___relu_1,) {}
call_module getattr_g__net___layer3___4___bn3 getattr_G__net___layer3___4___bn3 (getattr_g__net___layer3___4___conv3,) {}
call_function iadd_11 <built-in function iadd> (getattr_g__net___layer3___4___bn3, getattr_g__net___layer3___3___relu_2) {}
call_module getattr_g__net___layer3___4___relu_2 getattr_G__net___layer3___4___relu (iadd_11,) {}
call_module getattr_g__net___layer3___5___conv1 getattr_G__net___layer3___5___conv1 (getattr_g__net___layer3___4___relu_2,) {}
call_module getattr_g__net___layer3___5___bn1 getattr_G__net___layer3___5___bn1 (getattr_g__net___layer3___5___conv1,) {}
call_module getattr_g__net___layer3___5___relu getattr_G__net___layer3___5___relu (getattr_g__net___layer3___5___bn1,) {}
call_module getattr_g__net___layer3___5___conv2 getattr_G__net___layer3___5___conv2 (getattr_g__net___layer3___5___relu,) {}
call_module getattr_g__net___layer3___5___bn2 getattr_G__net___layer3___5___bn2 (getattr_g__net___layer3___5___conv2,) {}
call_module getattr_g__net___layer3___5___relu_1 getattr_G__net___layer3___5___relu (getattr_g__net___layer3___5___bn2,) {}
call_module getattr_g__net___layer3___5___conv3 getattr_G__net___layer3___5___conv3 (getattr_g__net___layer3___5___relu_1,) {}
call_module getattr_g__net___layer3___5___bn3 getattr_G__net___layer3___5___bn3 (getattr_g__net___layer3___5___conv3,) {}
call_function iadd_12 <built-in function iadd> (getattr_g__net___layer3___5___bn3, getattr_g__net___layer3___4___relu_2) {}
call_module getattr_g__net___layer3___5___relu_2 getattr_G__net___layer3___5___relu (iadd_12,) {}
call_module getattr_g__net___layer4___0___conv1 getattr_G__net___layer4___0___conv1 (getattr_g__net___layer3___5___relu_2,) {}
call_module getattr_g__net___layer4___0___bn1 getattr_G__net___layer4___0___bn1 (getattr_g__net___layer4___0___conv1,) {}
call_module getattr_g__net___layer4___0___relu getattr_G__net___layer4___0___relu (getattr_g__net___layer4___0___bn1,) {}
call_module getattr_g__net___layer4___0___conv2 getattr_G__net___layer4___0___conv2 (getattr_g__net___layer4___0___relu,) {}
call_module getattr_g__net___layer4___0___bn2 getattr_G__net___layer4___0___bn2 (getattr_g__net___layer4___0___conv2,) {}
call_module getattr_g__net___layer4___0___relu_1 getattr_G__net___layer4___0___relu (getattr_g__net___layer4___0___bn2,) {}
call_module getattr_g__net___layer4___0___conv3 getattr_G__net___layer4___0___conv3 (getattr_g__net___layer4___0___relu_1,) {}
call_module getattr_g__net___layer4___0___bn3 getattr_G__net___layer4___0___bn3 (getattr_g__net___layer4___0___conv3,) {}
call_module getattr_g__net___layer4___0___downsample_0 getattr_G__net___layer4___0___downsample_0 (getattr_g__net___layer3___5___relu_2,) {}
call_module getattr_g__net___layer4___0___downsample_1 getattr_G__net___layer4___0___downsample_1 (getattr_g__net___layer4___0___downsample_0,) {}
call_function iadd_13 <built-in function iadd> (getattr_g__net___layer4___0___bn3, getattr_g__net___layer4___0___downsample_1) {}
call_module getattr_g__net___layer4___0___relu_2 getattr_G__net___layer4___0___relu (iadd_13,) {}
call_module getattr_g__net___layer4___1___conv1 getattr_G__net___layer4___1___conv1 (getattr_g__net___layer4___0___relu_2,) {}
call_module getattr_g__net___layer4___1___bn1 getattr_G__net___layer4___1___bn1 (getattr_g__net___layer4___1___conv1,) {}
call_module getattr_g__net___layer4___1___relu getattr_G__net___layer4___1___relu (getattr_g__net___layer4___1___bn1,) {}
call_module getattr_g__net___layer4___1___conv2 getattr_G__net___layer4___1___conv2 (getattr_g__net___layer4___1___relu,) {}
call_module getattr_g__net___layer4___1___bn2 getattr_G__net___layer4___1___bn2 (getattr_g__net___layer4___1___conv2,) {}
call_module getattr_g__net___layer4___1___relu_1 getattr_G__net___layer4___1___relu (getattr_g__net___layer4___1___bn2,) {}
call_module getattr_g__net___layer4___1___conv3 getattr_G__net___layer4___1___conv3 (getattr_g__net___layer4___1___relu_1,) {}
call_module getattr_g__net___layer4___1___bn3 getattr_G__net___layer4___1___bn3 (getattr_g__net___layer4___1___conv3,) {}
call_function iadd_14 <built-in function iadd> (getattr_g__net___layer4___1___bn3, getattr_g__net___layer4___0___relu_2) {}
call_module getattr_g__net___layer4___1___relu_2 getattr_G__net___layer4___1___relu (iadd_14,) {}
call_module getattr_g__net___layer4___2___conv1 getattr_G__net___layer4___2___conv1 (getattr_g__net___layer4___1___relu_2,) {}
call_module getattr_g__net___layer4___2___bn1 getattr_G__net___layer4___2___bn1 (getattr_g__net___layer4___2___conv1,) {}
call_module getattr_g__net___layer4___2___relu getattr_G__net___layer4___2___relu (getattr_g__net___layer4___2___bn1,) {}
call_module getattr_g__net___layer4___2___conv2 getattr_G__net___layer4___2___conv2 (getattr_g__net___layer4___2___relu,) {}
call_module getattr_g__net___layer4___2___bn2 getattr_G__net___layer4___2___bn2 (getattr_g__net___layer4___2___conv2,) {}
call_module getattr_g__net___layer4___2___relu_1 getattr_G__net___layer4___2___relu (getattr_g__net___layer4___2___bn2,) {}
call_module getattr_g__net___layer4___2___conv3 getattr_G__net___layer4___2___conv3 (getattr_g__net___layer4___2___relu_1,) {}
call_module getattr_g__net___layer4___2___bn3 getattr_G__net___layer4___2___bn3 (getattr_g__net___layer4___2___conv3,) {}
call_function iadd_15 <built-in function iadd> (getattr_g__net___layer4___2___bn3, getattr_g__net___layer4___1___relu_2) {}
call_module getattr_g__net___layer4___2___relu_2 getattr_G__net___layer4___2___relu (iadd_15,) {}
call_module g__net___avgpool G__net___avgpool (getattr_g__net___layer4___2___relu_2,) {}
call_function flatten <built-in method flatten of type object at 0x7fece1a83100> (g__net___avgpool, 1) {}
call_module g__net___fc G__net___fc (flatten,) {}
call_module criterion criterion (g__net___fc, l_labels_) {}
output output output ((criterion,),) {}
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