From 7884dea0355805c3c8b58b600325eebd40ad1013 Mon Sep 17 00:00:00 2001 From: Parikshit <14.parikshitsingh@gmail.com> Date: Tue, 9 Aug 2022 21:23:45 +0530 Subject: [PATCH 01/40] update mdf_to_onnx branch to current scenario --- examples/PyTorch/PyTorch_MDF/convolution.json | 684 +++++ examples/PyTorch/PyTorch_MDF/convolution.py | 74 + .../PyTorch/PyTorch_MDF/simple_Convolution.py | 64 + .../PyTorch_MDF/simple_convolution.json | 519 ++++ examples/PyTorch/PyTorch_MDF/vgg16.json | 2397 +++++++++++++++++ examples/PyTorch/PyTorch_MDF/vgg16.py | 124 + src/modeci_mdf/execution_engine.py | 17 + src/modeci_mdf/interfaces/pytorch/importer.py | 2 +- tests/conftest.py | 171 ++ tests/interfaces/pytorch/test_import.py | 91 + 10 files changed, 4142 insertions(+), 1 deletion(-) create mode 100644 examples/PyTorch/PyTorch_MDF/convolution.json create mode 100644 examples/PyTorch/PyTorch_MDF/convolution.py create mode 100644 examples/PyTorch/PyTorch_MDF/simple_Convolution.py create mode 100644 examples/PyTorch/PyTorch_MDF/simple_convolution.json create mode 100644 examples/PyTorch/PyTorch_MDF/vgg16.json create mode 100644 examples/PyTorch/PyTorch_MDF/vgg16.py diff --git a/examples/PyTorch/PyTorch_MDF/convolution.json b/examples/PyTorch/PyTorch_MDF/convolution.json new file mode 100644 index 00000000..2f8d5f66 --- /dev/null +++ b/examples/PyTorch/PyTorch_MDF/convolution.json @@ -0,0 +1,684 @@ +{ + "CNN": { + "format": "ModECI MDF v0.4", + "generating_application": "Python modeci-mdf v0.4.1.1", + "graphs": { + "CNNGraph": { + "nodes": { + "Conv_7": { + "input_ports": { + "input1": { + "shape": [ + 1, + 1, + 28, + 28 + ], + "type": "Tensor" + }, + "conv1_weight": { + "shape": [ + 8, + 1, + 3, + 3 + ], + "type": "Tensor" + }, + "conv1_bias": { + "shape": [ + 8 + ], + "type": "Tensor" + } + }, + "parameters": { + "dilations": { + "value": [ + 1, + 1 + ] + }, + "group": { + "value": 1 + }, + "kernel_shape": { + "value": [ + 3, + 3 + ] + }, + "pads": { + "value": [ + 1, + 1, + 1, + 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self.conv2 = nn.Conv2d( + in_channels=8, + out_channels=16, + kernel_size=(3, 3), + stride=(1, 1), + padding=(1, 1), + ) + self.fc1 = nn.Linear(16 * 7 * 7, num_classes) + + def forward(self, x): + x = F.relu(self.conv1(x)) + x = self.pool(x) + x = F.relu(self.conv2(x)) + x = self.pool(x) + x = x.reshape(x.shape[0], -1) + x = self.fc1(x) + return x + + +# Hyperparameters +in_channels = 1 +num_classes = 10 + +model = CNN(in_channels=in_channels, num_classes=num_classes) + +# print(model) + + +def main(): + # changed import call + from modeci_mdf.execution_engine import EvaluableGraph + + # Create some test inputs for the model + x = torch.zeros((1, 1, 28, 28)) + ebv_output = torch.zeros((10,)) + + # Turn on eval mode for model to get rid of any randomization due to things like BatchNorm or Dropout + model.eval() + + # Run the model once to get some ground truth outpot (from PyTorch) + output = model(x).detach().numpy() + + # Convert to MDF + mdf_model, params_dict = pytorch_to_mdf( + model=model, + args=(x), + trace=True, + ) + # Get the graph + mdf_graph = mdf_model.graphs[0] + # Output the model to JSON + mdf_model.to_json_file("convolution.json") + + +if __name__ == "__main__": + main() diff --git a/examples/PyTorch/PyTorch_MDF/simple_Convolution.py b/examples/PyTorch/PyTorch_MDF/simple_Convolution.py new file mode 100644 index 00000000..9bab588b --- /dev/null +++ b/examples/PyTorch/PyTorch_MDF/simple_Convolution.py @@ -0,0 +1,64 @@ +import numpy as np +import torch +import torch.nn.functional as F +from torch import nn # All neural network modules +from modeci_mdf.interfaces.pytorch import pytorch_to_mdf + +# Simple CNN +class CNN(nn.Module): + def __init__(self, in_channels=1, num_classes=10): + super().__init__() + self.conv1 = nn.Conv2d( + in_channels=in_channels, + out_channels=8, + kernel_size=(3, 3), + ) + self.pool = nn.MaxPool2d(kernel_size=(2, 2), stride=(1, 1)) + + self.fc1 = nn.Linear(8 * 25 * 25, num_classes) + + def forward(self, x): + x = F.relu(self.conv1(x)) + x = self.pool(x) + x = x.reshape(x.shape[0], -1) + x = self.fc1(x) + return x + + +# Hyperparameters +in_channels = 1 +num_classes = 10 + +model = CNN(in_channels=in_channels, num_classes=num_classes) + +print(model) + + +def main(): + # changed import call + from modeci_mdf.execution_engine import EvaluableGraph + + # Create some test inputs for the model + x = torch.zeros((1, 1, 28, 28)) + ebv_output = torch.zeros((10,)) + + # Turn on eval mode for model to get rid of any randomization due to things like BatchNorm or Dropout + model.eval() + + # Run the model once to get some ground truth outpot (from PyTorch) + output = model(x) + + # Convert to MDF + mdf_model, params_dict = pytorch_to_mdf( + model=model, + args=(x), + trace=True, + ) + # Get the graph + mdf_graph = mdf_model.graphs[0] + # Output the model to JSON + mdf_model.to_json_file("simple_convolution.json") + + +if __name__ == "__main__": + main() diff --git 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"onnx_opset_version": 9 + } +} diff --git a/examples/PyTorch/PyTorch_MDF/vgg16.py b/examples/PyTorch/PyTorch_MDF/vgg16.py new file mode 100644 index 00000000..719091a0 --- /dev/null +++ b/examples/PyTorch/PyTorch_MDF/vgg16.py @@ -0,0 +1,124 @@ +import numpy as np +import torch + +import torch.nn.functional as F +from torch import nn +from modeci_mdf.interfaces.pytorch import pytorch_to_mdf + + +class VGG16(nn.Module): + def __init__(self): + super().__init__() + self.conv1_1 = nn.Conv2d( + in_channels=3, out_channels=64, kernel_size=3, padding=1 + ) + self.conv1_2 = nn.Conv2d( + in_channels=64, out_channels=64, kernel_size=3, padding=1 + ) + + self.conv2_1 = nn.Conv2d( + in_channels=64, out_channels=128, kernel_size=3, padding=1 + ) + self.conv2_2 = nn.Conv2d( + in_channels=128, out_channels=128, kernel_size=3, padding=1 + ) + + self.conv3_1 = nn.Conv2d( + in_channels=128, out_channels=256, kernel_size=3, padding=1 + ) + self.conv3_2 = nn.Conv2d( + in_channels=256, out_channels=256, kernel_size=3, padding=1 + ) + self.conv3_3 = nn.Conv2d( + in_channels=256, out_channels=256, kernel_size=3, padding=1 + ) + + self.conv4_1 = nn.Conv2d( + in_channels=256, out_channels=512, kernel_size=3, padding=1 + ) + self.conv4_2 = nn.Conv2d( + in_channels=512, out_channels=512, kernel_size=3, padding=1 + ) + self.conv4_3 = nn.Conv2d( + in_channels=512, out_channels=512, kernel_size=3, padding=1 + ) + + self.conv5_1 = nn.Conv2d( + in_channels=512, out_channels=512, kernel_size=3, padding=1 + ) + self.conv5_2 = nn.Conv2d( + in_channels=512, out_channels=512, kernel_size=3, padding=1 + ) + self.conv5_3 = nn.Conv2d( + in_channels=512, out_channels=512, kernel_size=3, padding=1 + ) + + self.maxpool = nn.MaxPool2d(kernel_size=2, stride=2) + + self.fc1 = nn.Linear(25088, 4096) + self.fc2 = nn.Linear(4096, 4096) + self.fc3 = nn.Linear(4096, 10) + + def forward(self, x): + x = F.relu(self.conv1_1(x)) + x = F.relu(self.conv1_2(x)) + x = self.maxpool(x) + x = F.relu(self.conv2_1(x)) + x = F.relu(self.conv2_2(x)) + x = self.maxpool(x) + x = F.relu(self.conv3_1(x)) + x = F.relu(self.conv3_2(x)) + x = F.relu(self.conv3_3(x)) + x = self.maxpool(x) + x = F.relu(self.conv4_1(x)) + x = F.relu(self.conv4_2(x)) + x = F.relu(self.conv4_3(x)) + x = self.maxpool(x) + x = F.relu(self.conv5_1(x)) + x = F.relu(self.conv5_2(x)) + x = F.relu(self.conv5_3(x)) + x = self.maxpool(x) + x = x.reshape(x.shape[0], -1) + x = F.relu(self.fc1(x)) + x = F.dropout(x, 0.5) # dropout was included to combat overfitting + x = F.relu(self.fc2(x)) + x = F.dropout(x, 0.5) + x = self.fc3(x) + return x + + +# Hyperparameters +in_channels = 3 +num_classes = 1 + +model = VGG16() + + +def main(): + # changed import call + from modeci_mdf.execution_engine import EvaluableGraph + + # Create some test inputs for the model + x = torch.zeros((1, 3, 224, 224)) + ebv_output = torch.zeros((1,)) + + # Turn on eval mode for model to get rid of any randomization due to things like BatchNorm or Dropout + model.eval() + + # Run the model once to get some ground truth outpot (from PyTorch) + output = model(x).detach().numpy() + + # Convert to MDF + mdf_model, params_dict = pytorch_to_mdf( + model=model, + args=(x), + trace=True, + ) + # Get the graph + mdf_graph = mdf_model.graphs[0] + # Output the model to JSON + mdf_model.to_json_file("vgg16.json") + + +if __name__ == "__main__": + main() diff --git a/src/modeci_mdf/execution_engine.py b/src/modeci_mdf/execution_engine.py index 52dcc053..45780db4 100644 --- a/src/modeci_mdf/execution_engine.py +++ b/src/modeci_mdf/execution_engine.py @@ -891,10 +891,27 @@ def evaluate( # Now evaluate and set params to new parameter values for use in output... for ep in self.evaluable_parameters: + if ep == "onnx::Clip_1": + clip_min = list(curr_params.keys())[1] + curr_params[clip_min] = torch.tensor( + curr_params[clip_min], dtype=torch.float + ) + clip_max = list(curr_params.keys())[2] + curr_params[clip_max] = torch.tensor( + curr_params[clip_max], dtype=torch.float + ) + if ep == "onnx::Reshape_1": + # flatten the shape + shape_ = list(curr_params.keys())[1] + curr_params[shape_] = curr_params[shape_].flatten() + curr_params[ep] = self.evaluable_parameters[ep].evaluate( curr_params, time_increment=time_increment, array_format=array_format ) + if ep == "onnx::MaxPool_1": + curr_params[ep] = curr_params[ep][0] + for eop in self.evaluable_outputs: self.evaluable_outputs[eop].evaluate(curr_params, array_format=array_format) diff --git a/src/modeci_mdf/interfaces/pytorch/importer.py b/src/modeci_mdf/interfaces/pytorch/importer.py index 454b9dc1..124654d4 100644 --- a/src/modeci_mdf/interfaces/pytorch/importer.py +++ b/src/modeci_mdf/interfaces/pytorch/importer.py @@ -464,7 +464,7 @@ def pytorch_to_mdf( graph, params_dict, torch_out = _model_to_graph( model=jit_model if graph else model, args=args, - do_constant_folding=True, + do_constant_folding=False, training=TrainingMode.EVAL, operator_export_type=operator_export_type, dynamic_axes={}, diff --git a/tests/conftest.py b/tests/conftest.py index eeb159e4..c7167c15 100644 --- a/tests/conftest.py +++ b/tests/conftest.py @@ -8,6 +8,21 @@ # excinfo.traceback = excinfo.traceback.cut(path=node.funcargs["script"]) # report.longrepr = node.repr_failure(excinfo) +try: + import torch + import torch.nn as nn + import torch.nn.functional as F + + # torch.use_deterministic_algorithms(True) + # torch.backends.cudnn.deterministic = True + + # from modeci_mdf.interfaces.pytorch import pytorch_to_mdf + +except ModuleNotFoundError: + pytest.mark.skip( + "Skipping PyTorch interface tests because pytorch is not installed." + ) + backend_markers = { "ACT-R": "actr", "PyTorch": "pytorch", @@ -104,6 +119,162 @@ def simple_model_mdf(): return mod +@pytest.fixture +def simple_convolution_pytorch(): + class CNN(nn.Module): + def __init__(self, in_channels=1, num_classes=10): + super().__init__() + self.conv1 = nn.Conv2d( + in_channels=in_channels, + out_channels=8, + kernel_size=(3, 3), + ) + self.pool = nn.MaxPool2d(kernel_size=(2, 2), stride=(1, 1)) + + self.fc1 = nn.Linear(8 * 25 * 25, num_classes) + + def forward(self, x): + x = F.relu(self.conv1(x)) + x = self.pool(x) + x = x.reshape(x.shape[0], -1) + x = self.fc1(x) + return x + + # Hyperparameters + in_channels = 1 + num_classes = 10 + + model = CNN(in_channels=in_channels, num_classes=num_classes) + return model + + +@pytest.fixture +def convolution_pytorch(): + class CNN(nn.Module): + def __init__(self, in_channels=1, num_classes=10): + super().__init__() + self.conv1 = nn.Conv2d( + in_channels=in_channels, + out_channels=8, + kernel_size=(3, 3), + stride=(1, 1), + padding=(1, 1), + ) + self.pool = nn.MaxPool2d(kernel_size=(2, 2), stride=(2, 2)) + self.conv2 = nn.Conv2d( + in_channels=8, + out_channels=16, + kernel_size=(3, 3), + stride=(1, 1), + padding=(1, 1), + ) + self.fc1 = nn.Linear(16 * 7 * 7, num_classes) + + def forward(self, x): + x = F.relu(self.conv1(x)) + x = self.pool(x) + x = F.relu(self.conv2(x)) + x = self.pool(x) + x = x.reshape(x.shape[0], -1) + x = self.fc1(x) + return x + + # Hyperparameters + in_channels = 1 + num_classes = 10 + + model = CNN(in_channels=in_channels, num_classes=num_classes) + return model + + +@pytest.fixture +def vgg16_pytorch(): + class VGG16(nn.Module): + def __init__(self): + super().__init__() + self.conv1_1 = nn.Conv2d( + in_channels=3, out_channels=64, kernel_size=3, padding=1 + ) + self.conv1_2 = nn.Conv2d( + in_channels=64, out_channels=64, kernel_size=3, padding=1 + ) + + self.conv2_1 = nn.Conv2d( + in_channels=64, out_channels=128, kernel_size=3, padding=1 + ) + self.conv2_2 = nn.Conv2d( + in_channels=128, out_channels=128, kernel_size=3, padding=1 + ) + + self.conv3_1 = nn.Conv2d( + in_channels=128, out_channels=256, kernel_size=3, padding=1 + ) + self.conv3_2 = nn.Conv2d( + in_channels=256, out_channels=256, kernel_size=3, padding=1 + ) + self.conv3_3 = nn.Conv2d( + in_channels=256, out_channels=256, kernel_size=3, padding=1 + ) + + self.conv4_1 = nn.Conv2d( + in_channels=256, out_channels=512, kernel_size=3, padding=1 + ) + self.conv4_2 = nn.Conv2d( + in_channels=512, out_channels=512, kernel_size=3, padding=1 + ) + self.conv4_3 = nn.Conv2d( + in_channels=512, out_channels=512, kernel_size=3, padding=1 + ) + + self.conv5_1 = nn.Conv2d( + in_channels=512, out_channels=512, kernel_size=3, padding=1 + ) + self.conv5_2 = nn.Conv2d( + in_channels=512, out_channels=512, kernel_size=3, padding=1 + ) + self.conv5_3 = nn.Conv2d( + in_channels=512, out_channels=512, kernel_size=3, padding=1 + ) + + self.maxpool = nn.MaxPool2d(kernel_size=2, stride=2) + + self.fc1 = nn.Linear(25088, 4096) + self.fc2 = nn.Linear(4096, 4096) + self.fc3 = nn.Linear(4096, 10) + + def forward(self, x): + x = F.relu(self.conv1_1(x)) + x = F.relu(self.conv1_2(x)) + x = self.maxpool(x) + x = F.relu(self.conv2_1(x)) + x = F.relu(self.conv2_2(x)) + x = self.maxpool(x) + x = F.relu(self.conv3_1(x)) + x = F.relu(self.conv3_2(x)) + x = F.relu(self.conv3_3(x)) + x = self.maxpool(x) + x = F.relu(self.conv4_1(x)) + x = F.relu(self.conv4_2(x)) + x = F.relu(self.conv4_3(x)) + x = self.maxpool(x) + x = F.relu(self.conv5_1(x)) + x = F.relu(self.conv5_2(x)) + x = F.relu(self.conv5_3(x)) + x = self.maxpool(x) + x = x.reshape(x.shape[0], -1) + x = F.relu(self.fc1(x)) + x = F.relu(self.fc2(x)) + x = self.fc3(x) + return x + + # Hyperparameters + in_channels = 3 + num_classes = 1 + + model = VGG16() + return model + + @pytest.fixture def create_model(): def _create_model(nodes=None, edges=None, conditions=None): diff --git a/tests/interfaces/pytorch/test_import.py b/tests/interfaces/pytorch/test_import.py index 122d2284..fb89b25a 100644 --- a/tests/interfaces/pytorch/test_import.py +++ b/tests/interfaces/pytorch/test_import.py @@ -394,6 +394,97 @@ def forward(self, galaxy_images_output, ebv_output): return model +def test_simple_convolution(simple_convolution_pytorch): + """Test a simple convolution neural network model""" + x = torch.zeros((1, 1, 28, 28)) + ebv_output = torch.zeros((1,)) + + # Run the model once to get some ground truth output (from PyTorch) + output = simple_convolution_pytorch(x).detach().numpy() + + mdf_model, params_dict = pytorch_to_mdf( + model=simple_convolution_pytorch, + args=(x), + trace=True, + ) + # Get the graph + mdf_graph = mdf_model.graphs[0] + params_dict["input1"] = x.numpy() + # params_dict["input2"] = ebv_output.numpy() + + eg = EvaluableGraph(graph=mdf_graph, verbose=False) + + eg.evaluate(initializer=params_dict) + + output_mdf = eg.output_enodes[0].get_output() + assert np.allclose( + output, + output_mdf, + ) + + +def test_convolution(convolution_pytorch): + """Test a convolution neural network with more layers""" + x = torch.zeros((1, 1, 28, 28)) + ebv_output = torch.zeros((10,)) + + # Run the model once to get some ground truth output (from PyTorch) + output = convolution_pytorch(x).detach().numpy() + + mdf_model, params_dict = pytorch_to_mdf( + model=convolution_pytorch, + args=(x), + trace=True, + ) + # Get the graph + mdf_graph = mdf_model.graphs[0] + params_dict["input1"] = x.numpy() + # params_dict["input2"] = ebv_output.numpy() + + eg = EvaluableGraph(graph=mdf_graph, verbose=False) + + eg.evaluate(initializer=params_dict) + + output_mdf = eg.output_enodes[0].get_output() + assert np.allclose( + output, + output_mdf, + ) + + +def test_vgg16(vgg16_pytorch): + """Test a dummy vgg16 model""" + # changed import call + + # Create some test inputs for the model + x = torch.zeros((1, 3, 224, 224)) + ebv_output = torch.zeros((1,)) + + # Run the model once to get some ground truth output (from PyTorch) + output = vgg16_pytorch(x).detach().numpy() + + # Convert to MDF + mdf_model, params_dict = pytorch_to_mdf( + model=vgg16_pytorch, + args=(x), + trace=True, + ) + # Get the graph + mdf_graph = mdf_model.graphs[0] + params_dict["input1"] = x.numpy() + # params_dict["input2"] = ebv_output.numpy() + + eg = EvaluableGraph(graph=mdf_graph, verbose=False) + + eg.evaluate(initializer=params_dict) + + output_mdf = eg.output_enodes[0].get_output() + assert np.allclose( + output, + output_mdf, + ) + + def _check_model(mdf_model): """A helper function to JIT compile a function or torch.nn.Module into Torchscript and convert to MDF and check it""" From 1e528d6407428c67a92b9752be8e0771b045df0e Mon Sep 17 00:00:00 2001 From: Parikshit <14.parikshitsingh@gmail.com> Date: Wed, 10 Aug 2022 21:29:14 +0530 Subject: [PATCH 02/40] added resnet18 model from torchvision library --- examples/PyTorch/PyTorch_MDF/resnet.json | 2673 ++++++++++++++++++++++ examples/PyTorch/PyTorch_MDF/resnet.py | 46 + pytorch_example_images/a/img1.jpeg | Bin 0 -> 36973 bytes pytorch_example_images/a/img2.jpeg | Bin 0 -> 101571 bytes pytorch_example_images/a/img3.jpeg | Bin 0 -> 118588 bytes pytorch_example_images/a/img4.jpeg | Bin 0 -> 190764 bytes pytorch_example_images/a/img5.jpeg | Bin 0 -> 212943 bytes setup.py | 1 + tests/conftest.py | 7 + tests/interfaces/pytorch/test_import.py | 40 + 10 files changed, 2767 insertions(+) create mode 100644 examples/PyTorch/PyTorch_MDF/resnet.json create mode 100644 examples/PyTorch/PyTorch_MDF/resnet.py create mode 100644 pytorch_example_images/a/img1.jpeg create mode 100644 pytorch_example_images/a/img2.jpeg create mode 100644 pytorch_example_images/a/img3.jpeg create mode 100644 pytorch_example_images/a/img4.jpeg create mode 100644 pytorch_example_images/a/img5.jpeg diff --git a/examples/PyTorch/PyTorch_MDF/resnet.json b/examples/PyTorch/PyTorch_MDF/resnet.json new file mode 100644 index 00000000..6e03b3a8 --- /dev/null +++ b/examples/PyTorch/PyTorch_MDF/resnet.json @@ -0,0 +1,2673 @@ +{ + "ResNet": { + "format": "ModECI MDF v0.4", + "generating_application": "Python modeci-mdf v0.4.2", + "graphs": { + "ResNetGraph": { + "nodes": { + "Conv_192": { + "input_ports": { + "input1": { + "shape": [ + 5, + 3, + 224, + 224 + ], + "type": "Tensor" + }, + "input4": { + "shape": [ + 64, + 3, + 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}, + "output_ports": { + "_191": { + "value": "onnx::Gemm_1" + } + } + } + }, + "edges": { + "Conv_192_Relu_125": { + "sender": "Conv_192", + "receiver": "Relu_125", + "sender_port": "_192", + "receiver_port": "_192" + }, + "Relu_125_MaxPool_126": { + "sender": "Relu_125", + "receiver": "MaxPool_126", + "sender_port": "_125", + "receiver_port": "_125" + }, + "MaxPool_126_Conv_195": { + "sender": "MaxPool_126", + "receiver": "Conv_195", + "sender_port": "_126", + "receiver_port": "_126" + }, + "MaxPool_126_Add_132": { + "sender": "MaxPool_126", + "receiver": "Add_132", + "sender_port": "_126", + "receiver_port": "_126" + }, + "Conv_195_Relu_129": { + "sender": "Conv_195", + "receiver": "Relu_129", + "sender_port": "_195", + "receiver_port": "_195" + }, + "Relu_129_Conv_198": { + "sender": "Relu_129", + "receiver": "Conv_198", + "sender_port": "_129", + "receiver_port": "_129" + }, + "Conv_198_Add_132": { + "sender": "Conv_198", + "receiver": "Add_132", + "sender_port": "_198", + 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"receiver_port": "_187" + }, + "Relu_188_GlobalAveragePool_189": { + "sender": "Relu_188", + "receiver": "GlobalAveragePool_189", + "sender_port": "_188", + "receiver_port": "_188" + }, + "GlobalAveragePool_189_Flatten_190": { + "sender": "GlobalAveragePool_189", + "receiver": "Flatten_190", + "sender_port": "_189", + "receiver_port": "_189" + }, + "Flatten_190_Gemm_191": { + "sender": "Flatten_190", + "receiver": "Gemm_191", + "sender_port": "_190", + "receiver_port": "_190" + } + } + } + }, + "onnx_opset_version": 9 + } +} diff --git a/examples/PyTorch/PyTorch_MDF/resnet.py b/examples/PyTorch/PyTorch_MDF/resnet.py new file mode 100644 index 00000000..f0020347 --- /dev/null +++ b/examples/PyTorch/PyTorch_MDF/resnet.py @@ -0,0 +1,46 @@ +import torchvision.models as models + +import torch +from modeci_mdf.interfaces.pytorch import pytorch_to_mdf + +resnet18 = models.resnet18(pretrained=False) + + +def main(): + # changed import call + from modeci_mdf.execution_engine import EvaluableGraph + + # Create some test inputs for the model + from torchvision import datasets, transforms + from torchvision.io import read_image + + transform = transforms.Compose( + [transforms.Resize(255), transforms.CenterCrop(224), transforms.ToTensor()] + ) + + images = datasets.ImageFolder("pytorch_example_images/", transform=transform) + dataloader = torch.utils.data.DataLoader(images, batch_size=5) + x = next(iter(dataloader))[0] # discard the lable + + # Turn on eval mode for model to get rid of any randomization due to things like BatchNorm or Dropout + resnet18.eval() + + # Run the model once to get some ground truth outpot (from PyTorch) + # with torch.no_grad(): + output = resnet18(x).detach().numpy() + # print(output) + + # Convert to MDF + mdf_model, params_dict = pytorch_to_mdf( + model=resnet18, + args=(x), + trace=True, + ) + # Get the graph + mdf_graph = mdf_model.graphs[0] + # Output the model to JSON + mdf_model.to_json_file("resnet.json") + + +if __name__ == 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zs|IwpNv(-Blq_eyG)MVhUgcK3-8>_l#-gWRELN~gA!#irSw82#I(f`vj|PylWftUV z&y^U^b5|fm)8HEWR!sMyA2m$XU%o;>f^OyTsGq^e^lMwyh=nJXs;Vk+{Apzlkecg1 z4}b1hD_w~rOLMAgfp+#>rNaDq$QpPQ?7y)D&#;jKq8IeflO3H|<$Qlw28;gy%A&9S Ze<|T{OUN%tV(@LJ67yhLDj;?h|Jj04W0?Q| literal 0 HcmV?d00001 diff --git a/setup.py b/setup.py index ce01a579..5b08c8ea 100644 --- a/setup.py +++ b/setup.py @@ -28,6 +28,7 @@ "torchviz", "netron", "torch<=1.11.0", + "torchvision", ], "dev": [], } diff --git a/tests/conftest.py b/tests/conftest.py index c7167c15..8c30d388 100644 --- a/tests/conftest.py +++ b/tests/conftest.py @@ -12,6 +12,7 @@ import torch import torch.nn as nn import torch.nn.functional as F + import torchvision.models as models # torch.use_deterministic_algorithms(True) # torch.backends.cudnn.deterministic = True @@ -275,6 +276,12 @@ def forward(self, x): return model +@pytest.fixture() +def resnet18_pytorch(): + resnet18 = models.resnet18(pretrained=False) + return resnet18 + + @pytest.fixture def create_model(): def _create_model(nodes=None, edges=None, conditions=None): diff --git a/tests/interfaces/pytorch/test_import.py b/tests/interfaces/pytorch/test_import.py index fb89b25a..d1ad3a23 100644 --- a/tests/interfaces/pytorch/test_import.py +++ b/tests/interfaces/pytorch/test_import.py @@ -485,6 +485,46 @@ def test_vgg16(vgg16_pytorch): ) +def test_resnet18(resnet18_pytorch): + """Test a standard resnet model imported from PyTorch""" + # changed import call + + # Create some test inputs for the model + from torchvision import datasets, transforms + + transform = transforms.Compose( + [transforms.Resize(255), transforms.CenterCrop(224), transforms.ToTensor()] + ) + images = datasets.ImageFolder("pytorch_example_images/", transform=transform) + dataloader = torch.utils.data.DataLoader(images, batch_size=5) + x = next(iter(dataloader))[0] + + # Run the model once to get some ground truth output (from PyTorch) + with torch.no_grad(): + output = resnet18_pytorch(x) + + # Convert to MDF + mdf_model, params_dict = pytorch_to_mdf( + model=resnet18_pytorch, + args=(x), + trace=True, + ) + # Get the graph + mdf_graph = mdf_model.graphs[0] + params_dict["input1"] = x.numpy() + # params_dict["input2"] = ebv_output.numpy() + + eg = EvaluableGraph(graph=mdf_graph, verbose=False) + + eg.evaluate(initializer=params_dict) + + output_mdf = eg.output_enodes[0].get_output() + assert np.allclose( + output, + output_mdf, + ) + + def _check_model(mdf_model): """A helper function to JIT compile a function or torch.nn.Module into Torchscript and convert to MDF and check it""" From 7cf44500a55efc206b80101bc35ad8d40e913d7d Mon Sep 17 00:00:00 2001 From: David Turner Date: Wed, 10 Aug 2022 12:57:49 -0400 Subject: [PATCH 03/40] Add fixes to support latest version of PyTorch --- setup.py | 2 +- src/modeci_mdf/interfaces/pytorch/importer.py | 14 ++++++++++---- 2 files changed, 11 insertions(+), 5 deletions(-) diff --git a/setup.py b/setup.py index 5b08c8ea..1c8bacdf 100644 --- a/setup.py +++ b/setup.py @@ -27,7 +27,7 @@ "Jinja2<3.1", "torchviz", "netron", - "torch<=1.11.0", + "torch>=1.12.0", "torchvision", ], "dev": [], diff --git a/src/modeci_mdf/interfaces/pytorch/importer.py b/src/modeci_mdf/interfaces/pytorch/importer.py index 124654d4..b3fb17d2 100644 --- a/src/modeci_mdf/interfaces/pytorch/importer.py +++ b/src/modeci_mdf/interfaces/pytorch/importer.py @@ -454,10 +454,16 @@ def pytorch_to_mdf( # Call out to a part of the ONNX exporter that simiplifies the graph before ONNX export. from torch.onnx.utils import _model_to_graph from torch.onnx import TrainingMode - from torch.onnx.symbolic_helper import ( - _export_onnx_opset_version, - _set_opset_version, - ) + from torch.onnx.symbolic_helper import _set_opset_version + + try: + from torch.onnx.symbolic_helper import _export_onnx_opset_version + except ImportError: + + # This is need for PyTorch 1.12 + from torch.onnx._globals import GLOBALS + + _export_onnx_opset_version = GLOBALS.export_onnx_opset_version previous_opset_version = _export_onnx_opset_version _set_opset_version(modeci_onnx_opset_version) From a6e01212d2af31f910ca5464478375259375fae0 Mon Sep 17 00:00:00 2001 From: David Turner Date: Wed, 10 Aug 2022 13:54:44 -0400 Subject: [PATCH 04/40] Remove dependency of resnet example and tests on images --- examples/PyTorch/PyTorch_MDF/resnet.py | 11 +---------- pytorch_example_images/a/img1.jpeg | Bin 36973 -> 0 bytes pytorch_example_images/a/img2.jpeg | Bin 101571 -> 0 bytes pytorch_example_images/a/img3.jpeg | Bin 118588 -> 0 bytes pytorch_example_images/a/img4.jpeg | Bin 190764 -> 0 bytes pytorch_example_images/a/img5.jpeg | Bin 212943 -> 0 bytes tests/interfaces/pytorch/test_import.py | 10 +--------- 7 files changed, 2 insertions(+), 19 deletions(-) delete mode 100644 pytorch_example_images/a/img1.jpeg delete mode 100644 pytorch_example_images/a/img2.jpeg delete mode 100644 pytorch_example_images/a/img3.jpeg delete mode 100644 pytorch_example_images/a/img4.jpeg delete mode 100644 pytorch_example_images/a/img5.jpeg diff --git a/examples/PyTorch/PyTorch_MDF/resnet.py b/examples/PyTorch/PyTorch_MDF/resnet.py index f0020347..89707224 100644 --- a/examples/PyTorch/PyTorch_MDF/resnet.py +++ b/examples/PyTorch/PyTorch_MDF/resnet.py @@ -11,16 +11,7 @@ def main(): from modeci_mdf.execution_engine import EvaluableGraph # Create some test inputs for the model - from torchvision import datasets, transforms - from torchvision.io import read_image - - transform = transforms.Compose( - [transforms.Resize(255), transforms.CenterCrop(224), transforms.ToTensor()] - ) - - images = datasets.ImageFolder("pytorch_example_images/", transform=transform) - dataloader = torch.utils.data.DataLoader(images, batch_size=5) - x = next(iter(dataloader))[0] # discard the lable + x = torch.rand((5, 3, 224, 224)) # Turn on eval mode for model to get rid of any randomization due to things like BatchNorm or Dropout resnet18.eval() diff --git a/pytorch_example_images/a/img1.jpeg 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zs|IwpNv(-Blq_eyG)MVhUgcK3-8>_l#-gWRELN~gA!#irSw82#I(f`vj|PylWftUV z&y^U^b5|fm)8HEWR!sMyA2m$XU%o;>f^OyTsGq^e^lMwyh=nJXs;Vk+{Apzlkecg1 z4}b1hD_w~rOLMAgfp+#>rNaDq$QpPQ?7y)D&#;jKq8IeflO3H|<$Qlw28;gy%A&9S Ze<|T{OUN%tV(@LJ67yhLDj;?h|Jj04W0?Q| diff --git a/tests/interfaces/pytorch/test_import.py b/tests/interfaces/pytorch/test_import.py index d1ad3a23..42b0cbd3 100644 --- a/tests/interfaces/pytorch/test_import.py +++ b/tests/interfaces/pytorch/test_import.py @@ -489,15 +489,7 @@ def test_resnet18(resnet18_pytorch): """Test a standard resnet model imported from PyTorch""" # changed import call - # Create some test inputs for the model - from torchvision import datasets, transforms - - transform = transforms.Compose( - [transforms.Resize(255), transforms.CenterCrop(224), transforms.ToTensor()] - ) - images = datasets.ImageFolder("pytorch_example_images/", transform=transform) - dataloader = torch.utils.data.DataLoader(images, batch_size=5) - x = next(iter(dataloader))[0] + x = torch.rand((5, 3, 224, 224)) # Run the model once to get some ground truth output (from PyTorch) with torch.no_grad(): From 5a62001e1e5e72fae61fdd8ce9649afc8e7364c2 Mon Sep 17 00:00:00 2001 From: David Turner Date: Wed, 10 Aug 2022 15:57:16 -0400 Subject: [PATCH 05/40] Fix bug when tuple is not passed to args. --- examples/PyTorch/PyTorch_MDF/resnet.py | 2 +- src/modeci_mdf/interfaces/pytorch/importer.py | 6 +++++- 2 files changed, 6 insertions(+), 2 deletions(-) diff --git a/examples/PyTorch/PyTorch_MDF/resnet.py b/examples/PyTorch/PyTorch_MDF/resnet.py index 89707224..873b5a7d 100644 --- a/examples/PyTorch/PyTorch_MDF/resnet.py +++ b/examples/PyTorch/PyTorch_MDF/resnet.py @@ -16,7 +16,7 @@ def main(): # Turn on eval mode for model to get rid of any randomization due to things like BatchNorm or Dropout resnet18.eval() - # Run the model once to get some ground truth outpot (from PyTorch) + # Run the model once to get some ground truth output (from PyTorch) # with torch.no_grad(): output = resnet18(x).detach().numpy() # print(output) diff --git a/src/modeci_mdf/interfaces/pytorch/importer.py b/src/modeci_mdf/interfaces/pytorch/importer.py index b3fb17d2..a6bc28b6 100644 --- a/src/modeci_mdf/interfaces/pytorch/importer.py +++ b/src/modeci_mdf/interfaces/pytorch/importer.py @@ -420,7 +420,7 @@ def pytorch_to_mdf( Args: model: The model to translate into MDF. args: The input arguments for this model. If a nn.Module is passed then the model will be traced with these - inputs. If a ScriptModule is passed, they are still needed to deterimine input shapes. + inputs. If a ScriptModule is passed, they are still needed to determine input shapes. trace: Force the use of tracing to compile the model. The default is to use torch.jit.script use_onnx_ops: Use ONNX ops when possible, fallback to ATEN ops when not available. Default is True. If False, use only ATEN ops. @@ -429,6 +429,10 @@ def pytorch_to_mdf( The translated MDF model """ + # Special case for common case of passing a single Tensor + if isinstance(args, (torch.Tensor, int, float, bool)): + args = (args,) + # Get the graph and nodes from the TorchScript model try: # If the graph attribute is available, we are dealing with a already jitted model (ScriptModule, ScriptFunciton, From eb029363777423468698b2f4fa315f64e2048c27 Mon Sep 17 00:00:00 2001 From: David Turner Date: Wed, 10 Aug 2022 17:22:10 -0400 Subject: [PATCH 06/40] Fix bug where type is always "Tensor" of PyTorch->MDF We don't have a standard way of specifying types yet in MDF but the current code is definitely not good since it is always just Tensor. Now it should be aligned with pytorch and numpy. --- src/modeci_mdf/interfaces/pytorch/importer.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/src/modeci_mdf/interfaces/pytorch/importer.py b/src/modeci_mdf/interfaces/pytorch/importer.py index a6bc28b6..c47549c6 100644 --- a/src/modeci_mdf/interfaces/pytorch/importer.py +++ b/src/modeci_mdf/interfaces/pytorch/importer.py @@ -321,13 +321,14 @@ def torchnode_to_mdfnode( # Try to get the shape and type of the input port inp_type = node.inputsAt(inp_i).type() + inp_dtype = str(inp_type.dtype()).replace("torch.", "") try: shape = tuple(inp_type.sizes()) if inp_type.sizes() else None except RuntimeError: shape = None mdf_node.input_ports.append( - InputPort(id=ip_name, shape=shape, type=str(inp_type)) + InputPort(id=ip_name, shape=shape, type=inp_dtype) ) # Add Parameter From e48afe0d2e9af2546a1b9538e2b00ed8f5135e97 Mon Sep 17 00:00:00 2001 From: David Turner Date: Thu, 11 Aug 2022 22:27:25 -0400 Subject: [PATCH 07/40] Fix a bunch of issues for Pytorch->MDF for VGG16, ResNet, CNN. - Properly handle ONNX operations that return multiple outputs. Now expressions for the value of and output port cand index into the tuple, for example. OutputPort(id='_13', value="onnx_BatchNormalization_1[0]"). This was needed for ResNet This also fixed an existing hack for MaxPool. Might be more of these lying around, need to take a better look. - In order to get the above working, I changed "onnx::" to "onnx_" in function\parameter ids generated by the exported. This lets eval work because "::" is a can't be parsed in Python. - Moved modeic ONNX opset version to 15 from 13. - Fixed issue where improper schema (wrong opset) was being looked up for ops in the exporter now that ONNX has moved to 15. --- src/modeci_mdf/execution_engine.py | 5 +--- src/modeci_mdf/functions/onnx.py | 8 +++++-- src/modeci_mdf/interfaces/pytorch/importer.py | 24 +++++++++++++++---- tests/interfaces/pytorch/test_import.py | 4 ++++ 4 files changed, 30 insertions(+), 11 deletions(-) diff --git a/src/modeci_mdf/execution_engine.py b/src/modeci_mdf/execution_engine.py index 45780db4..1f02fcb2 100644 --- a/src/modeci_mdf/execution_engine.py +++ b/src/modeci_mdf/execution_engine.py @@ -159,7 +159,7 @@ def evaluate_onnx_expr( for k, v in kwargs_for_onnx.items() if ( (k in onnx_arguments or has_variadic) - and "onnx::" not in k # filter Evaluable__ class names + and "onnx_" not in k # filter Evaluable__ class names ) } @@ -909,9 +909,6 @@ def evaluate( curr_params, time_increment=time_increment, array_format=array_format ) - if ep == "onnx::MaxPool_1": - curr_params[ep] = curr_params[ep][0] - for eop in self.evaluable_outputs: self.evaluable_outputs[eop].evaluate(curr_params, array_format=array_format) diff --git a/src/modeci_mdf/functions/onnx.py b/src/modeci_mdf/functions/onnx.py index 0ff9a711..b9158c37 100644 --- a/src/modeci_mdf/functions/onnx.py +++ b/src/modeci_mdf/functions/onnx.py @@ -28,7 +28,7 @@ # Use the same ONNX opset version that torch is using for defaults now # from torch.onnx.symbolic_helper import _default_onnx_opset_version as onnx_opset_version -onnx_opset_version = 13 +onnx_opset_version = 15 __all__ = [ "predict_with_onnxruntime", @@ -329,9 +329,13 @@ def onnx_wrapper(*args, **kwargs): for kw in kwargs: if kw not in schema.attributes: raise ValueError( - f"Passed unkown attribute ({kw}) to ONNX op {schema.name}, supported attributes: {list(schema.attributes)}" + f"Passed unknown attribute ({kw}) to ONNX op {schema.name}, supported attributes: {list(schema.attributes)}" ) + # For some reason ONNX models are getting shape arguments that are 2D when they need to be 1D + if schema.name == "Reshape" and len(inputs_dict["shape"]) > 1: + inputs_dict["shape"] = np.squeeze(inputs_dict["shape"]) + output_names = [out.name for out in schema.outputs] out_dict = run_onnx_op( diff --git a/src/modeci_mdf/interfaces/pytorch/importer.py b/src/modeci_mdf/interfaces/pytorch/importer.py index c47549c6..43a1244e 100644 --- a/src/modeci_mdf/interfaces/pytorch/importer.py +++ b/src/modeci_mdf/interfaces/pytorch/importer.py @@ -40,7 +40,7 @@ def make_node_id(node: torch.Node) -> str: def make_func_id(node: torch.Node) -> str: """Helper function to get a unique name (used in MDF as id) for a TorchScript node's op/function.""" - return f"{node.kind()}_1" + return node.kind().replace("::", "_") + "_1" def make_model_graph_name( @@ -124,7 +124,9 @@ def process_onnx_schema( # If this is an ONNX op, we need to get the schema from ONNX if "onnx::" in node.kind(): try: - schema = onnx.defs.get_schema(node.kind().split("::")[-1]) + schema = onnx.defs.get_schema( + node.kind().split("::")[-1], modeci_onnx_opset_version + ) schema_args = {} if len(schema.inputs) > 0: @@ -278,6 +280,10 @@ def torchnode_to_mdfnode( """ op = node.kind() + # Lookup the schema. For some reason we cannot just call node.schema(), it returns "(no schema)", huh? + # We need to do this the hard way. + schema = onnx.defs.get_schema(op.replace("onnx::", ""), modeci_onnx_opset_version) + # Exclude constants (as nodes) from the MDF graph. We will instead insert them as parameters to the nodes that # they project to. if op == "prim::Constant": @@ -309,9 +315,13 @@ def torchnode_to_mdfnode( mdf_node.parameters.append(Parameter(id=p, value=parameters[p])) # Add any output ports - for o in outputs: + subscript = lambda x: "" if len(schema.outputs) <= 1 else f"[{x}]" + for out_num, o in enumerate(outputs): mdf_node.output_ports.append( - OutputPort(id=port_mapper.id_to_port(o), value=make_func_id(node)) + OutputPort( + id=port_mapper.id_to_port(o), + value=make_func_id(node) + subscript(out_num), + ) ) # Add any input ports to the node, exclude inputs from constant nodes, these are parameters now @@ -321,7 +331,11 @@ def torchnode_to_mdfnode( # Try to get the shape and type of the input port inp_type = node.inputsAt(inp_i).type() - inp_dtype = str(inp_type.dtype()).replace("torch.", "") + try: + inp_dtype = str(inp_type.dtype()).replace("torch.", "") + except RuntimeError: + inp_dtype = str(inp_type.getElementType()) + try: shape = tuple(inp_type.sizes()) if inp_type.sizes() else None except RuntimeError: diff --git a/tests/interfaces/pytorch/test_import.py b/tests/interfaces/pytorch/test_import.py index 42b0cbd3..eddef5d4 100644 --- a/tests/interfaces/pytorch/test_import.py +++ b/tests/interfaces/pytorch/test_import.py @@ -514,6 +514,10 @@ def test_resnet18(resnet18_pytorch): assert np.allclose( output, output_mdf, + # We need to compare results with an epsilon, I think this is related to some ONNX warnings: + # Warning: ONNX Preprocess - Removing mutation from node aten::add_ on block input: + # 'bn1.num_batches_tracked'. This changes graph semantics. + atol=1e-5, ) From 589af92361e4d449d6210e29d826394318f88791 Mon Sep 17 00:00:00 2001 From: David Turner Date: Thu, 11 Aug 2022 22:31:22 -0400 Subject: [PATCH 08/40] This hack for handling Reshape was expressed incorrectly. I moved it to a better place and made it general for all Reshape ops, not just ops with Reshape_1 ids. --- src/modeci_mdf/execution_engine.py | 4 ---- src/modeci_mdf/functions/onnx.py | 4 ++-- 2 files changed, 2 insertions(+), 6 deletions(-) diff --git a/src/modeci_mdf/execution_engine.py b/src/modeci_mdf/execution_engine.py index 1f02fcb2..d787144a 100644 --- a/src/modeci_mdf/execution_engine.py +++ b/src/modeci_mdf/execution_engine.py @@ -900,10 +900,6 @@ def evaluate( curr_params[clip_max] = torch.tensor( curr_params[clip_max], dtype=torch.float ) - if ep == "onnx::Reshape_1": - # flatten the shape - shape_ = list(curr_params.keys())[1] - curr_params[shape_] = curr_params[shape_].flatten() curr_params[ep] = self.evaluable_parameters[ep].evaluate( curr_params, time_increment=time_increment, array_format=array_format diff --git a/src/modeci_mdf/functions/onnx.py b/src/modeci_mdf/functions/onnx.py index b9158c37..19f3e3e0 100644 --- a/src/modeci_mdf/functions/onnx.py +++ b/src/modeci_mdf/functions/onnx.py @@ -333,8 +333,8 @@ def onnx_wrapper(*args, **kwargs): ) # For some reason ONNX models are getting shape arguments that are 2D when they need to be 1D - if schema.name == "Reshape" and len(inputs_dict["shape"]) > 1: - inputs_dict["shape"] = np.squeeze(inputs_dict["shape"]) + if schema.name == "Reshape": + inputs_dict["shape"] = inputs_dict["shape"].flatten() output_names = [out.name for out in schema.outputs] From 79985dfa6bc7446f0c09645026ba5bd120a42df0 Mon Sep 17 00:00:00 2001 From: David Turner Date: Thu, 11 Aug 2022 22:33:26 -0400 Subject: [PATCH 09/40] Remove hack for Clip. This looks like a hack needed for multiple outputs from Clip op. I think this is handled generally now. --- src/modeci_mdf/execution_engine.py | 10 ---------- 1 file changed, 10 deletions(-) diff --git a/src/modeci_mdf/execution_engine.py b/src/modeci_mdf/execution_engine.py index d787144a..db424e0b 100644 --- a/src/modeci_mdf/execution_engine.py +++ b/src/modeci_mdf/execution_engine.py @@ -891,16 +891,6 @@ def evaluate( # Now evaluate and set params to new parameter values for use in output... for ep in self.evaluable_parameters: - if ep == "onnx::Clip_1": - clip_min = list(curr_params.keys())[1] - curr_params[clip_min] = torch.tensor( - curr_params[clip_min], dtype=torch.float - ) - clip_max = list(curr_params.keys())[2] - curr_params[clip_max] = torch.tensor( - curr_params[clip_max], dtype=torch.float - ) - curr_params[ep] = self.evaluable_parameters[ep].evaluate( curr_params, time_increment=time_increment, array_format=array_format ) From a370db8f64dc08db2323d575863f38157c9a7aae Mon Sep 17 00:00:00 2001 From: David Turner Date: Thu, 11 Aug 2022 22:40:42 -0400 Subject: [PATCH 10/40] Relax the PyTorch lower bound pin. --- setup.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/setup.py b/setup.py index 1c8bacdf..a455c644 100644 --- a/setup.py +++ b/setup.py @@ -27,7 +27,7 @@ "Jinja2<3.1", "torchviz", "netron", - "torch>=1.12.0", + "torch>=1.11.0", "torchvision", ], "dev": [], From 21bdc213fd59a3a861f002730c8e78ec3698437d Mon Sep 17 00:00:00 2001 From: David Turner Date: Thu, 11 Aug 2022 23:20:21 -0400 Subject: [PATCH 11/40] Set tolerance on allclose to test_simple_convolution for now I am pretty sure this is related to not handling precision consistently in the execution engine. We are converting back and forth in different places from float32 to float64. The results are matching intermittently without a tolerance but I have set and absolute tolerance for now. Need to investigate thie further. --- tests/interfaces/pytorch/test_import.py | 5 +---- 1 file changed, 1 insertion(+), 4 deletions(-) diff --git a/tests/interfaces/pytorch/test_import.py b/tests/interfaces/pytorch/test_import.py index eddef5d4..b364d6c6 100644 --- a/tests/interfaces/pytorch/test_import.py +++ b/tests/interfaces/pytorch/test_import.py @@ -417,10 +417,7 @@ def test_simple_convolution(simple_convolution_pytorch): eg.evaluate(initializer=params_dict) output_mdf = eg.output_enodes[0].get_output() - assert np.allclose( - output, - output_mdf, - ) + assert np.allclose(output, output_mdf, atol=1e-7) def test_convolution(convolution_pytorch): From 7564d50501710eb7112963200c271447bfb2abe9 Mon Sep 17 00:00:00 2001 From: Parikshit <14.parikshitsingh@gmail.com> Date: Fri, 12 Aug 2022 22:54:43 +0530 Subject: [PATCH 12/40] added standard examples from torchvision --- examples/PyTorch/PyTorch_MDF/mnasNet1_3.json | 5760 +++ examples/PyTorch/PyTorch_MDF/mnasNet1_3.py | 35 + examples/PyTorch/PyTorch_MDF/mobilenetv2.json | 7606 ++++ examples/PyTorch/PyTorch_MDF/mobilenetv2.py | 35 + examples/PyTorch/PyTorch_MDF/resNext.json | 6655 ++++ examples/PyTorch/PyTorch_MDF/resNext.py | 35 + .../PyTorch/PyTorch_MDF/shufflenet_v2.json | 32158 ++++++++++++++++ examples/PyTorch/PyTorch_MDF/shufflenet_v2.py | 35 + .../PyTorch/PyTorch_MDF/squeezenet1_1.json | 3501 ++ examples/PyTorch/PyTorch_MDF/squeezenet1_1.py | 35 + examples/PyTorch/PyTorch_MDF/vgg19.json | 2345 ++ examples/PyTorch/PyTorch_MDF/vgg19.py | 35 + tests/conftest.py | 36 + tests/interfaces/pytorch/test_import.py | 190 + 14 files changed, 58461 insertions(+) create mode 100644 examples/PyTorch/PyTorch_MDF/mnasNet1_3.json create mode 100644 examples/PyTorch/PyTorch_MDF/mnasNet1_3.py create mode 100644 examples/PyTorch/PyTorch_MDF/mobilenetv2.json create mode 100644 examples/PyTorch/PyTorch_MDF/mobilenetv2.py create mode 100644 examples/PyTorch/PyTorch_MDF/resNext.json create mode 100644 examples/PyTorch/PyTorch_MDF/resNext.py create mode 100644 examples/PyTorch/PyTorch_MDF/shufflenet_v2.json create mode 100644 examples/PyTorch/PyTorch_MDF/shufflenet_v2.py create mode 100644 examples/PyTorch/PyTorch_MDF/squeezenet1_1.json create mode 100644 examples/PyTorch/PyTorch_MDF/squeezenet1_1.py create mode 100644 examples/PyTorch/PyTorch_MDF/vgg19.json create mode 100644 examples/PyTorch/PyTorch_MDF/vgg19.py diff --git a/examples/PyTorch/PyTorch_MDF/mnasNet1_3.json b/examples/PyTorch/PyTorch_MDF/mnasNet1_3.json new file mode 100644 index 00000000..9362cd48 --- /dev/null +++ b/examples/PyTorch/PyTorch_MDF/mnasNet1_3.json @@ -0,0 +1,5760 @@ +{ + "MNASNet": { + "format": "ModECI MDF v0.4", + "generating_application": "Python modeci-mdf v0.4.2", + "graphs": { + "MNASNetGraph": { + "nodes": { + "Conv_466": { + "input_ports": { + "input1": { + "shape": [ + 1, + 3, + 224, + 224 + ], + "type": "float32" + }, + "onnx_Conv_467": { + "shape": [ + 40, + 3, + 3, + 3 + ], + "type": "float32" + }, + "onnx_Conv_468": { + "shape": [ + 40 + ], + "type": "float32" + } + }, + "parameters": { + "dilations": { + "value": [ + 1, + 1 + ] + }, + "group": { + "value": 1 + }, + "kernel_shape": { + "value": [ + 3, + 3 + ] + }, + "pads": { + "value": [ + 1, + 1, + 1, + 1 + ] + }, + "strides": { + "value": [ + 2, + 2 + ] + }, + "onnx_Conv_1": { + "function": "onnx::Conv", + "args": { + "X": "input1", + "W": "onnx_Conv_467", + "B": "onnx_Conv_468" + } + } + }, + "output_ports": { + "_466": { + "value": "onnx_Conv_1" + } + } + }, + "Relu_317": { + "input_ports": { + "_466": { + "shape": [ + 1, + 40, + 112, + 112 + ], + "type": "float32" + } + }, + "parameters": { + "onnx_Relu_1": { + "function": "onnx::Relu", + "args": { + "X": "_466" + } + } + }, + "output_ports": { + "_317": { + "value": "onnx_Relu_1" + } + } + }, + "Conv_469": { + "input_ports": { + "_317": { + "shape": [ + 1, + 40, + 112, + 112 + ], + "type": "float32" + }, + "onnx_Conv_470": { + "shape": [ + 40, + 1, + 3, + 3 + ], + "type": "float32" + }, + "onnx_Conv_471": { + "shape": [ + 40 + ], + "type": "float32" + } + }, + "parameters": { + "dilations": { + "value": [ + 1, + 1 + ] + }, + "group": { + "value": 40 + }, + "kernel_shape": { + "value": [ + 3, + 3 + ] + }, + "pads": { + "value": [ + 1, + 1, + 1, + 1 + ] + }, + "strides": { + "value": [ + 1, + 1 + ] + }, + "onnx_Conv_1": { + "function": "onnx::Conv", + "args": { + "X": "_317", + "W": "onnx_Conv_470", + "B": "onnx_Conv_471" + } + } + }, + "output_ports": { + "_469": { + "value": "onnx_Conv_1" + } + } + }, + "Relu_320": { + "input_ports": { + "_469": { + "shape": [ + 1, + 40, + 112, + 112 + ], + "type": "float32" + } + }, + "parameters": { + "onnx_Relu_1": { + "function": "onnx::Relu", + "args": { + "X": "_469" + } + } + }, + "output_ports": { + "_320": { + "value": "onnx_Relu_1" + } + } + }, + "Conv_472": { + "input_ports": { + "_320": { + "shape": [ + 1, + 40, + 112, + 112 + ], + "type": "float32" + }, + "onnx_Conv_473": { + "shape": [ + 24, + 40, 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"sender_port": "_505", + "receiver_port": "_505" + }, + "Relu_354_Conv_508": { + "sender": "Relu_354", + "receiver": "Conv_508", + "sender_port": "_354", + "receiver_port": "_354" + }, + "Conv_508_Conv_511": { + "sender": "Conv_508", + "receiver": "Conv_511", + "sender_port": "_508", + "receiver_port": "_508" + }, + "Conv_508_Add_365": { + "sender": "Conv_508", + "receiver": "Add_365", + "sender_port": "_508", + "receiver_port": "_508" + }, + "Conv_511_Relu_359": { + "sender": "Conv_511", + "receiver": "Relu_359", + "sender_port": "_511", + "receiver_port": "_511" + }, + "Relu_359_Conv_514": { + "sender": "Relu_359", + "receiver": "Conv_514", + "sender_port": "_359", + "receiver_port": "_359" + }, + "Conv_514_Relu_362": { + "sender": "Conv_514", + "receiver": "Relu_362", + "sender_port": "_514", + "receiver_port": "_514" + }, + "Relu_362_Conv_517": { + "sender": "Relu_362", + "receiver": "Conv_517", + "sender_port": "_362", + "receiver_port": "_362" + }, + "Conv_517_Add_365": { + "sender": "Conv_517", + "receiver": "Add_365", + "sender_port": "_517", + "receiver_port": "_517" + }, + "Add_365_Conv_520": { + "sender": "Add_365", + "receiver": "Conv_520", + "sender_port": "_365", + "receiver_port": "_365" + }, + "Add_365_Add_374": { + "sender": "Add_365", + "receiver": "Add_374", + "sender_port": "_365", + "receiver_port": "_365" + }, + "Conv_520_Relu_368": { + "sender": "Conv_520", + "receiver": "Relu_368", + "sender_port": "_520", + "receiver_port": "_520" + }, + "Relu_368_Conv_523": { + "sender": "Relu_368", + "receiver": "Conv_523", + "sender_port": "_368", + "receiver_port": "_368" + }, + "Conv_523_Relu_371": { + "sender": "Conv_523", + "receiver": "Relu_371", + "sender_port": "_523", + "receiver_port": "_523" + }, + "Relu_371_Conv_526": { + "sender": "Relu_371", + "receiver": "Conv_526", + "sender_port": "_371", + "receiver_port": "_371" + }, + "Conv_526_Add_374": { + "sender": "Conv_526", + "receiver": "Add_374", + "sender_port": "_526", + "receiver_port": "_526" + }, + "Add_374_Conv_529": { + "sender": "Add_374", + "receiver": "Conv_529", + "sender_port": "_374", + "receiver_port": "_374" + }, + "Conv_529_Relu_377": { + "sender": "Conv_529", + "receiver": "Relu_377", + "sender_port": "_529", + "receiver_port": "_529" + }, + "Relu_377_Conv_532": { + "sender": "Relu_377", + "receiver": "Conv_532", + "sender_port": "_377", + "receiver_port": "_377" + }, + "Conv_532_Relu_380": { + "sender": "Conv_532", + "receiver": "Relu_380", + "sender_port": "_532", + "receiver_port": "_532" + }, + "Relu_380_Conv_535": { + "sender": "Relu_380", + "receiver": "Conv_535", + "sender_port": "_380", + "receiver_port": "_380" + }, + "Conv_535_Conv_538": { + "sender": "Conv_535", + "receiver": "Conv_538", + "sender_port": "_535", + "receiver_port": "_535" + }, + "Conv_535_Add_391": { + "sender": "Conv_535", + "receiver": "Add_391", + "sender_port": "_535", + "receiver_port": "_535" + }, + "Conv_538_Relu_385": { + "sender": "Conv_538", + "receiver": "Relu_385", + "sender_port": "_538", + "receiver_port": "_538" + }, + "Relu_385_Conv_541": { + "sender": "Relu_385", + "receiver": "Conv_541", + "sender_port": "_385", + "receiver_port": "_385" + }, + "Conv_541_Relu_388": { + "sender": "Conv_541", + "receiver": "Relu_388", + "sender_port": "_541", + "receiver_port": "_541" + }, + "Relu_388_Conv_544": { + "sender": "Relu_388", + "receiver": "Conv_544", + "sender_port": "_388", + "receiver_port": "_388" + }, + "Conv_544_Add_391": { + "sender": "Conv_544", + "receiver": "Add_391", + "sender_port": "_544", + "receiver_port": "_544" + }, + "Add_391_Conv_547": { + "sender": "Add_391", + "receiver": "Conv_547", + "sender_port": "_391", + "receiver_port": "_391" + }, + "Add_391_Add_400": { + "sender": "Add_391", + "receiver": "Add_400", + "sender_port": "_391", + "receiver_port": "_391" + }, + "Conv_547_Relu_394": { + "sender": "Conv_547", + "receiver": "Relu_394", + "sender_port": "_547", + "receiver_port": "_547" + }, + "Relu_394_Conv_550": { + "sender": "Relu_394", + "receiver": "Conv_550", + "sender_port": "_394", + "receiver_port": "_394" + }, + "Conv_550_Relu_397": { + "sender": "Conv_550", + "receiver": "Relu_397", + "sender_port": "_550", + "receiver_port": "_550" + }, + "Relu_397_Conv_553": { + "sender": "Relu_397", + "receiver": "Conv_553", + "sender_port": "_397", + "receiver_port": "_397" + }, + "Conv_553_Add_400": { + "sender": "Conv_553", + "receiver": "Add_400", + "sender_port": "_553", + "receiver_port": "_553" + }, + "Add_400_Conv_556": { + "sender": "Add_400", + "receiver": "Conv_556", + "sender_port": "_400", + "receiver_port": "_400" + }, + "Conv_556_Relu_403": { + "sender": "Conv_556", + "receiver": "Relu_403", + "sender_port": "_556", + "receiver_port": "_556" + }, + "Relu_403_Conv_559": { + "sender": "Relu_403", + "receiver": "Conv_559", + "sender_port": "_403", + "receiver_port": "_403" + }, + "Conv_559_Relu_406": { + "sender": "Conv_559", + "receiver": "Relu_406", + "sender_port": "_559", + "receiver_port": "_559" + }, + "Relu_406_Conv_562": { + "sender": "Relu_406", + "receiver": "Conv_562", + "sender_port": "_406", + "receiver_port": "_406" + }, + "Conv_562_Conv_565": { + "sender": "Conv_562", + "receiver": "Conv_565", + "sender_port": "_562", + "receiver_port": "_562" + }, + "Conv_562_Add_417": { + "sender": "Conv_562", + "receiver": "Add_417", + "sender_port": "_562", + "receiver_port": "_562" + }, + "Conv_565_Relu_411": { + "sender": "Conv_565", + "receiver": "Relu_411", + "sender_port": "_565", + "receiver_port": "_565" + }, + "Relu_411_Conv_568": { + "sender": "Relu_411", + "receiver": "Conv_568", + "sender_port": "_411", + "receiver_port": "_411" + }, + "Conv_568_Relu_414": { + "sender": "Conv_568", + "receiver": "Relu_414", + "sender_port": "_568", + "receiver_port": "_568" + }, + "Relu_414_Conv_571": { + "sender": "Relu_414", + "receiver": "Conv_571", + "sender_port": "_414", + "receiver_port": "_414" + }, + "Conv_571_Add_417": { + "sender": "Conv_571", + "receiver": "Add_417", + "sender_port": "_571", + "receiver_port": "_571" + }, + "Add_417_Conv_574": { + "sender": "Add_417", + "receiver": "Conv_574", + "sender_port": "_417", + "receiver_port": "_417" + }, + "Conv_574_Relu_420": { + "sender": "Conv_574", + "receiver": "Relu_420", + "sender_port": "_574", + "receiver_port": "_574" + }, + "Relu_420_Conv_577": { + "sender": "Relu_420", + "receiver": "Conv_577", + "sender_port": "_420", + "receiver_port": "_420" + }, + "Conv_577_Relu_423": { + "sender": "Conv_577", + "receiver": "Relu_423", + "sender_port": "_577", + "receiver_port": "_577" + }, + "Relu_423_Conv_580": { + "sender": "Relu_423", + "receiver": "Conv_580", + "sender_port": "_423", + "receiver_port": "_423" + }, + "Conv_580_Conv_583": { + "sender": "Conv_580", + "receiver": "Conv_583", + "sender_port": "_580", + "receiver_port": "_580" + }, + "Conv_580_Add_434": { + "sender": "Conv_580", + "receiver": "Add_434", + "sender_port": "_580", + "receiver_port": "_580" + }, + "Conv_583_Relu_428": { + "sender": "Conv_583", + "receiver": "Relu_428", + "sender_port": "_583", + "receiver_port": "_583" + }, + "Relu_428_Conv_586": { + "sender": "Relu_428", + "receiver": "Conv_586", + "sender_port": "_428", + "receiver_port": "_428" + }, + "Conv_586_Relu_431": { + "sender": "Conv_586", + "receiver": "Relu_431", + "sender_port": "_586", + "receiver_port": "_586" + }, + "Relu_431_Conv_589": { + "sender": "Relu_431", + "receiver": "Conv_589", + "sender_port": "_431", + "receiver_port": "_431" + }, + "Conv_589_Add_434": { + "sender": "Conv_589", + "receiver": "Add_434", + "sender_port": "_589", + "receiver_port": "_589" + }, + "Add_434_Conv_592": { + "sender": "Add_434", + "receiver": "Conv_592", + "sender_port": "_434", + "receiver_port": "_434" + }, + "Add_434_Add_443": { + "sender": "Add_434", + "receiver": "Add_443", + "sender_port": "_434", + "receiver_port": "_434" + }, + "Conv_592_Relu_437": { + "sender": "Conv_592", + "receiver": "Relu_437", + "sender_port": "_592", + "receiver_port": "_592" + }, + "Relu_437_Conv_595": { + "sender": "Relu_437", + "receiver": "Conv_595", + "sender_port": "_437", + "receiver_port": "_437" + }, + "Conv_595_Relu_440": { + "sender": "Conv_595", + "receiver": "Relu_440", + "sender_port": "_595", + "receiver_port": "_595" + }, + "Relu_440_Conv_598": { + "sender": "Relu_440", + "receiver": "Conv_598", + "sender_port": "_440", + "receiver_port": "_440" + }, + "Conv_598_Add_443": { + "sender": "Conv_598", + "receiver": "Add_443", + "sender_port": "_598", + "receiver_port": "_598" + }, + "Add_443_Conv_601": { + "sender": "Add_443", + "receiver": "Conv_601", + "sender_port": "_443", + "receiver_port": "_443" + }, + "Add_443_Add_452": { + "sender": "Add_443", + "receiver": "Add_452", + "sender_port": "_443", + "receiver_port": "_443" + }, + "Conv_601_Relu_446": { + "sender": "Conv_601", + "receiver": "Relu_446", + "sender_port": "_601", + "receiver_port": "_601" + }, + "Relu_446_Conv_604": { + "sender": "Relu_446", + "receiver": "Conv_604", + "sender_port": "_446", + "receiver_port": "_446" + }, + "Conv_604_Relu_449": { + "sender": "Conv_604", + "receiver": "Relu_449", + "sender_port": "_604", + "receiver_port": "_604" + }, + "Relu_449_Conv_607": { + "sender": "Relu_449", + "receiver": "Conv_607", + "sender_port": "_449", + "receiver_port": "_449" + }, + "Conv_607_Add_452": { + "sender": "Conv_607", + "receiver": "Add_452", + "sender_port": "_607", + "receiver_port": "_607" + }, + "Add_452_Conv_610": { + "sender": "Add_452", + "receiver": "Conv_610", + "sender_port": "_452", + "receiver_port": "_452" + }, + "Conv_610_Relu_455": { + "sender": "Conv_610", + "receiver": "Relu_455", + "sender_port": "_610", + "receiver_port": "_610" + }, + "Relu_455_Conv_613": { + "sender": "Relu_455", + "receiver": "Conv_613", + "sender_port": "_455", + "receiver_port": "_455" + }, + "Conv_613_Relu_458": { + "sender": "Conv_613", + "receiver": "Relu_458", + "sender_port": "_613", + "receiver_port": "_613" + }, + "Relu_458_Conv_616": { + "sender": "Relu_458", + "receiver": "Conv_616", + "sender_port": "_458", + "receiver_port": "_458" + }, + "Conv_616_Conv_619": { + "sender": "Conv_616", + "receiver": "Conv_619", + "sender_port": "_616", + "receiver_port": "_616" + }, + "Conv_619_Relu_463": { + "sender": "Conv_619", + "receiver": "Relu_463", + "sender_port": "_619", + "receiver_port": "_619" + }, + "Relu_463_ReduceMean_464": { + "sender": "Relu_463", + "receiver": "ReduceMean_464", + "sender_port": "_463", + "receiver_port": "_463" + }, + "ReduceMean_464_Gemm_465": { + "sender": "ReduceMean_464", + "receiver": "Gemm_465", + "sender_port": "_464", + "receiver_port": "_464" + } + } + } + }, + "onnx_opset_version": 9 + } +} \ No newline at end of file diff --git a/examples/PyTorch/PyTorch_MDF/mnasNet1_3.py b/examples/PyTorch/PyTorch_MDF/mnasNet1_3.py new file mode 100644 index 00000000..deeb6347 --- /dev/null +++ b/examples/PyTorch/PyTorch_MDF/mnasNet1_3.py @@ -0,0 +1,35 @@ +import torchvision.models as models +import torch +from modeci_mdf.interfaces.pytorch import pytorch_to_mdf + +mnasnet1_3 = models.mnasnet1_3(pretrained=False) + + +def main(): + # changed import call + from modeci_mdf.execution_engine import EvaluableGraph + + # Create some test inputs for the model + x = torch.zeros((1, 3, 224, 224)) + ebv_output = torch.zeros((1,)) + + # Turn on eval mode for model to get rid of any randomization due to things like BatchNorm or Dropout + mnasnet1_3.eval() + + # Run the model once to get some ground truth outpot (from PyTorch) + output = mnasnet1_3(x).detach().numpy() + + # Convert to MDF + mdf_model, params_dict = pytorch_to_mdf( + model=mnasnet1_3, + args=(x), + trace=True, + ) + # Get the graph + mdf_graph = mdf_model.graphs[0] + # Output the model to JSON + mdf_model.to_json_file("mnasNet1_3.json") + + +if __name__ == "__main__": + main() diff --git a/examples/PyTorch/PyTorch_MDF/mobilenetv2.json b/examples/PyTorch/PyTorch_MDF/mobilenetv2.json new file mode 100644 index 00000000..65d00ee3 --- /dev/null +++ b/examples/PyTorch/PyTorch_MDF/mobilenetv2.json @@ -0,0 +1,7606 @@ +{ + "MobileNetV2": { + "format": "ModECI MDF v0.4", + "generating_application": "Python modeci-mdf v0.4.2", + "graphs": { + "MobileNetV2Graph": { + "nodes": { + "Conv_537": { + "input_ports": { + "input1": { + "shape": [ + 1, + 3, + 224, + 224 + ], + "type": "float32" + }, + "onnx_Conv_538": { + "shape": [ + 32, + 3, + 3, + 3 + ], + "type": "float32" + }, + "onnx_Conv_539": { + "shape": [ + 32 + ], + "type": "float32" + } + }, + "parameters": { + "dilations": { + "value": [ + 1, + 1 + ] + }, + "group": { + "value": 1 + }, + "kernel_shape": { + "value": [ + 3, + 3 + ] + }, + "pads": { + "value": [ + 1, + 1, + 1, + 1 + ] + }, + "strides": { + "value": [ + 2, + 2 + ] + }, + "onnx_Conv_1": { + "function": "onnx::Conv", + "args": { + "X": "input1", + "W": "onnx_Conv_538", + "B": "onnx_Conv_539" + } + } + }, + "output_ports": { + "_537": { + "value": "onnx_Conv_1" + } + } + }, + "Constant_317": { + "parameters": { + "value": { + "value": 0.0 + }, + "onnx_Constant_1": { + "function": "onnx::Constant", + "args": {} + } + }, + "output_ports": { + "_317": { + "value": "onnx_Constant_1" + } + } + }, + "Constant_318": { + "parameters": { + "value": { + "value": 6.0 + }, + "onnx_Constant_1": { + "function": "onnx::Constant", + "args": {} + } + }, + "output_ports": { + "_318": { + "value": "onnx_Constant_1" + } + } + }, + "Clip_319": { + "input_ports": { + "_537": { + "shape": [ + 1, + 32, + 112, + 112 + ], + "type": "float32" + }, + "_317": { + "type": "None" + }, + "_318": { + "type": "None" + } + }, + "parameters": { + "onnx_Clip_1": { + "function": "onnx::Clip", + "args": { + "input": "_537", + "min": "_317", + "max": "_318" + } + } + }, + "output_ports": { + "_319": { + "value": "onnx_Clip_1" + } + } + }, + "Conv_540": { + "input_ports": { + "_319": { + "shape": [ + 1, + 32, + 112, + 112 + ], + "type": "float32" + }, + "onnx_Conv_541": { + "shape": [ + 32, + 1, + 3, + 3 + ], + "type": "float32" + }, + "onnx_Conv_542": { + "shape": [ + 32 + ], + "type": "float32" + } + }, + "parameters": { + "dilations": { + "value": [ + 1, + 1 + ] + }, + "group": { + "value": 32 + }, + "kernel_shape": { + "value": [ + 3, + 3 + ] + }, + "pads": { + "value": [ + 1, + 1, + 1, + 1 + ] + }, + "strides": { + "value": [ + 1, + 1 + ] + }, + "onnx_Conv_1": { + "function": "onnx::Conv", + "args": { + "X": "_319", + "W": "onnx_Conv_541", + "B": "onnx_Conv_542" + } + } + }, + "output_ports": { + "_540": { + "value": "onnx_Conv_1" + } + } + }, + "Constant_322": { + "parameters": { + "value": { + "value": 0.0 + }, + "onnx_Constant_1": { + "function": "onnx::Constant", + "args": {} + } + }, + "output_ports": { + "_322": { + "value": "onnx_Constant_1" + } + } + }, + "Constant_323": { + "parameters": { + "value": { + "value": 6.0 + }, + "onnx_Constant_1": { + "function": "onnx::Constant", + "args": {} + } + }, + "output_ports": { + "_323": { + "value": 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"sender": "Constant_366", + "receiver": "Clip_368", + "sender_port": "_366", + "receiver_port": "_366" + }, + "Constant_367_Clip_368": { + "sender": "Constant_367", + "receiver": "Clip_368", + "sender_port": "_367", + "receiver_port": "_367" + }, + "Clip_368_Conv_576": { + "sender": "Clip_368", + "receiver": "Conv_576", + "sender_port": "_368", + "receiver_port": "_368" + }, + "Conv_576_Clip_373": { + "sender": "Conv_576", + "receiver": "Clip_373", + "sender_port": "_576", + "receiver_port": "_576" + }, + "Constant_371_Clip_373": { + "sender": "Constant_371", + "receiver": "Clip_373", + "sender_port": "_371", + "receiver_port": "_371" + }, + "Constant_372_Clip_373": { + "sender": "Constant_372", + "receiver": "Clip_373", + "sender_port": "_372", + "receiver_port": "_372" + }, + "Clip_373_Conv_579": { + "sender": "Clip_373", + "receiver": "Conv_579", + "sender_port": "_373", + "receiver_port": "_373" + }, + "Conv_579_Add_376": { + "sender": "Conv_579", + "receiver": "Add_376", + "sender_port": "_579", + "receiver_port": "_579" + }, + "Add_376_Conv_582": { + "sender": "Add_376", + "receiver": "Conv_582", + "sender_port": "_376", + "receiver_port": "_376" + }, + "Add_376_Add_389": { + "sender": "Add_376", + "receiver": "Add_389", + "sender_port": "_376", + "receiver_port": "_376" + }, + "Conv_582_Clip_381": { + "sender": "Conv_582", + "receiver": "Clip_381", + "sender_port": "_582", + "receiver_port": "_582" + }, + "Constant_379_Clip_381": { + "sender": "Constant_379", + "receiver": "Clip_381", + "sender_port": "_379", + "receiver_port": "_379" + }, + "Constant_380_Clip_381": { + "sender": "Constant_380", + "receiver": "Clip_381", + "sender_port": "_380", + "receiver_port": "_380" + }, + "Clip_381_Conv_585": { + "sender": "Clip_381", + "receiver": "Conv_585", + "sender_port": "_381", + "receiver_port": "_381" + }, + "Conv_585_Clip_386": { + "sender": "Conv_585", + "receiver": "Clip_386", + "sender_port": "_585", + "receiver_port": "_585" + }, + 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"receiver": "Clip_394", + "sender_port": "_393", + "receiver_port": "_393" + }, + "Clip_394_Conv_594": { + "sender": "Clip_394", + "receiver": "Conv_594", + "sender_port": "_394", + "receiver_port": "_394" + }, + "Conv_594_Clip_399": { + "sender": "Conv_594", + "receiver": "Clip_399", + "sender_port": "_594", + "receiver_port": "_594" + }, + "Constant_397_Clip_399": { + "sender": "Constant_397", + "receiver": "Clip_399", + "sender_port": "_397", + "receiver_port": "_397" + }, + "Constant_398_Clip_399": { + "sender": "Constant_398", + "receiver": "Clip_399", + "sender_port": "_398", + "receiver_port": "_398" + }, + "Clip_399_Conv_597": { + "sender": "Clip_399", + "receiver": "Conv_597", + "sender_port": "_399", + "receiver_port": "_399" + }, + "Conv_597_Conv_600": { + "sender": "Conv_597", + "receiver": "Conv_600", + "sender_port": "_597", + "receiver_port": "_597" + }, + "Conv_597_Add_414": { + "sender": "Conv_597", + "receiver": "Add_414", + "sender_port": "_597", + "receiver_port": 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b/examples/PyTorch/PyTorch_MDF/mobilenetv2.py @@ -0,0 +1,35 @@ +import torchvision.models as models +import torch +from modeci_mdf.interfaces.pytorch import pytorch_to_mdf + +mobilenet_v2 = models.mobilenet_v2(pretrained=False) + + +def main(): + # changed import call + from modeci_mdf.execution_engine import EvaluableGraph + + # Create some test inputs for the model + x = torch.zeros((1, 3, 224, 224)) + ebv_output = torch.zeros((1,)) + + # Turn on eval mode for model to get rid of any randomization due to things like BatchNorm or Dropout + mobilenet_v2.eval() + + # Run the model once to get some ground truth outpot (from PyTorch) + output = mobilenet_v2(x).detach().numpy() + + # Convert to MDF + mdf_model, params_dict = pytorch_to_mdf( + model=mobilenet_v2, + args=(x), + trace=True, + ) + # Get the graph + mdf_graph = mdf_model.graphs[0] + # Output the model to JSON + mdf_model.to_json_file("mobilenetv2.json") + + +if __name__ == "__main__": + main() diff --git 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"onnx_opset_version": 9 + } +} \ No newline at end of file diff --git a/examples/PyTorch/PyTorch_MDF/resNext.py b/examples/PyTorch/PyTorch_MDF/resNext.py new file mode 100644 index 00000000..18549182 --- /dev/null +++ b/examples/PyTorch/PyTorch_MDF/resNext.py @@ -0,0 +1,35 @@ +import torchvision.models as models +import torch +from modeci_mdf.interfaces.pytorch import pytorch_to_mdf + +resNext = models.resnext50_32x4d(pretrained=False) + + +def main(): + # changed import call + from modeci_mdf.execution_engine import EvaluableGraph + + # Create some test inputs for the model + x = torch.zeros((1, 3, 224, 224)) + ebv_output = torch.zeros((1,)) + + # Turn on eval mode for model to get rid of any randomization due to things like BatchNorm or Dropout + resNext.eval() + + # Run the model once to get some ground truth outpot (from PyTorch) + output = resNext(x).detach().numpy() + + # Convert to MDF + mdf_model, params_dict = pytorch_to_mdf( + model=resNext, + args=(x), + trace=True, + ) + # 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"Constant_425", + "receiver": "Gather_426", + "sender_port": "_425", + "receiver_port": "_425" + }, + "Gather_426_Div_434": { + "sender": "Gather_426", + "receiver": "Div_434", + "sender_port": "_426", + "receiver_port": "_426" + }, + "Shape_427_Gather_429": { + "sender": "Shape_427", + "receiver": "Gather_429", + "sender_port": "_427", + "receiver_port": "_427" + }, + "Constant_428_Gather_429": { + "sender": "Constant_428", + "receiver": "Gather_429", + "sender_port": "_428", + "receiver_port": "_428" + }, + "Gather_429_Unsqueeze_445": { + "sender": "Gather_429", + "receiver": "Unsqueeze_445", + "sender_port": "_429", + "receiver_port": "_429" + }, + "Gather_429_Unsqueeze_457": { + "sender": "Gather_429", + "receiver": "Unsqueeze_457", + "sender_port": "_429", + "receiver_port": "_429" + }, + "Shape_430_Gather_432": { + "sender": "Shape_430", + "receiver": "Gather_432", + "sender_port": "_430", + "receiver_port": "_430" + }, + "Constant_431_Gather_432": { + "sender": "Constant_431", + "receiver": "Gather_432", + "sender_port": "_431", + "receiver_port": "_431" + }, + "Gather_432_Unsqueeze_447": { + "sender": "Gather_432", + "receiver": "Unsqueeze_447", + "sender_port": "_432", + "receiver_port": "_432" + }, + "Gather_432_Unsqueeze_459": { + "sender": "Gather_432", + "receiver": "Unsqueeze_459", + "sender_port": "_432", + "receiver_port": "_432" + }, + "Constant_433_Div_434": { + "sender": "Constant_433", + "receiver": "Div_434", + "sender_port": "_433", + "receiver_port": "_433" + }, + "Div_434_Cast_435": { + "sender": "Div_434", + "receiver": "Cast_435", + "sender_port": "_434", + "receiver_port": "_434" + }, + "Cast_435_Cast_436": { + "sender": "Cast_435", + "receiver": "Cast_436", + "sender_port": "_435", + "receiver_port": "_435" + }, + "Cast_436_Unsqueeze_443": { + "sender": "Cast_436", + "receiver": "Unsqueeze_443", + "sender_port": "_436", + "receiver_port": "_436" + }, + "Constant_437_Unsqueeze_441": { + "sender": "Constant_437", + "receiver": "Unsqueeze_441", + "sender_port": "_437", + "receiver_port": "_437" + }, + "Constant_438_Unsqueeze_439": { + "sender": "Constant_438", + "receiver": "Unsqueeze_439", + "sender_port": "_438", + "receiver_port": "_438" + }, + "Unsqueeze_439_Concat_448": { + "sender": "Unsqueeze_439", + "receiver": "Concat_448", + "sender_port": "_439", + "receiver_port": "_439" + }, + "Constant_440_Unsqueeze_441": { + "sender": "Constant_440", + "receiver": "Unsqueeze_441", + "sender_port": "_440", + "receiver_port": "_440" + }, + "Unsqueeze_441_Concat_448": { + "sender": "Unsqueeze_441", + "receiver": "Concat_448", + "sender_port": "_441", + "receiver_port": "_441" + }, + "Constant_442_Unsqueeze_443": { + "sender": "Constant_442", + "receiver": "Unsqueeze_443", + "sender_port": "_442", + "receiver_port": "_442" + }, + "Unsqueeze_443_Concat_448": { + "sender": "Unsqueeze_443", + "receiver": "Concat_448", + "sender_port": "_443", + "receiver_port": "_443" + }, + "Constant_444_Unsqueeze_445": { + "sender": "Constant_444", + "receiver": "Unsqueeze_445", + "sender_port": "_444", + "receiver_port": "_444" + }, + "Unsqueeze_445_Concat_448": { + "sender": "Unsqueeze_445", + "receiver": "Concat_448", + "sender_port": "_445", + "receiver_port": "_445" + }, + "Constant_446_Unsqueeze_447": { + "sender": "Constant_446", + "receiver": "Unsqueeze_447", + "sender_port": "_446", + "receiver_port": "_446" + }, + "Unsqueeze_447_Concat_448": { + "sender": "Unsqueeze_447", + "receiver": "Concat_448", + "sender_port": "_447", + "receiver_port": "_447" + }, + "Concat_448_Reshape_449": { + "sender": "Concat_448", + "receiver": "Reshape_449", + "sender_port": "_448", + "receiver_port": "_448" + }, + "Reshape_449_Transpose_450": { + "sender": "Reshape_449", + "receiver": "Transpose_450", + "sender_port": "_449", + "receiver_port": "_449" + }, + "Transpose_450_Reshape_461": { + "sender": "Transpose_450", + "receiver": "Reshape_461", + "sender_port": "_450", + "receiver_port": "_450" + }, + "Constant_451_Unsqueeze_455": { + "sender": "Constant_451", + "receiver": "Unsqueeze_455", + "sender_port": "_451", + "receiver_port": "_451" + }, + "Constant_452_Unsqueeze_453": { + "sender": "Constant_452", + "receiver": "Unsqueeze_453", + "sender_port": "_452", + "receiver_port": "_452" + }, + "Unsqueeze_453_Concat_460": { + "sender": "Unsqueeze_453", + "receiver": "Concat_460", + "sender_port": "_453", + "receiver_port": "_453" + }, + "Constant_454_Unsqueeze_455": { + "sender": "Constant_454", + "receiver": "Unsqueeze_455", + "sender_port": "_454", + "receiver_port": "_454" + }, + "Unsqueeze_455_Concat_460": { + "sender": "Unsqueeze_455", + "receiver": "Concat_460", + "sender_port": "_455", + "receiver_port": "_455" + }, + "Constant_456_Unsqueeze_457": { + "sender": "Constant_456", + "receiver": "Unsqueeze_457", + "sender_port": "_456", + "receiver_port": "_456" + }, + "Unsqueeze_457_Concat_460": { + "sender": "Unsqueeze_457", + "receiver": "Concat_460", + "sender_port": "_457", + "receiver_port": "_457" + }, + "Constant_458_Unsqueeze_459": { + "sender": "Constant_458", + "receiver": "Unsqueeze_459", + "sender_port": "_458", + "receiver_port": "_458" + }, + "Unsqueeze_459_Concat_460": { + "sender": "Unsqueeze_459", + "receiver": "Concat_460", + "sender_port": "_459", + "receiver_port": "_459" + }, + "Concat_460_Reshape_461": { + "sender": "Concat_460", + "receiver": "Reshape_461", + "sender_port": "_460", + "receiver_port": "_460" + }, + "Reshape_461_Shape_462": { + "sender": "Reshape_461", + "receiver": "Shape_462", + "sender_port": "_461", + "receiver_port": "_461" + }, + "Reshape_461_Slice_472": { + "sender": "Reshape_461", + "receiver": "Slice_472", + "sender_port": "_461", + "receiver_port": "_461" + }, + "Reshape_461_Slice_475": { + "sender": "Reshape_461", + "receiver": "Slice_475", + "sender_port": "_461", + "receiver_port": "_461" + }, + "Shape_462_Gather_464": { + "sender": "Shape_462", + "receiver": "Gather_464", + "sender_port": "_462", + "receiver_port": "_462" + }, + "Constant_463_Gather_464": { + "sender": "Constant_463", + "receiver": "Gather_464", + "sender_port": "_463", + "receiver_port": "_463" + }, + "Constant_463_Slice_472": { + "sender": "Constant_463", + "receiver": "Slice_472", + "sender_port": "_463", + "receiver_port": "_463" + }, + "Constant_463_Slice_475": { + "sender": "Constant_463", + "receiver": "Slice_475", + "sender_port": "_463", + "receiver_port": "_463" + }, + "Gather_464_Add_467": { + "sender": "Gather_464", + "receiver": "Add_467", + "sender_port": "_464", + "receiver_port": "_464" + }, + "Constant_465_Slice_472": { + "sender": "Constant_465", + "receiver": "Slice_472", + "sender_port": "_465", + "receiver_port": "_465" + }, + "Constant_466_Add_467": { + "sender": "Constant_466", + "receiver": "Add_467", + "sender_port": "_466", + "receiver_port": "_466" + }, + "Add_467_Div_469": { + "sender": "Add_467", + "receiver": "Div_469", + "sender_port": "_467", + "receiver_port": "_467" + }, + "Constant_468_Div_469": { + "sender": "Constant_468", + "receiver": "Div_469", + "sender_port": "_468", + "receiver_port": "_468" + }, + "Div_469_Mul_471": { + "sender": "Div_469", + "receiver": "Mul_471", + "sender_port": "_469", + "receiver_port": "_469" + }, + "Div_469_Mul_474": { + "sender": "Div_469", + "receiver": "Mul_474", + "sender_port": "_469", + "receiver_port": "_469" + }, + "Constant_470_Mul_471": { + "sender": "Constant_470", + "receiver": "Mul_471", + "sender_port": "_470", + "receiver_port": "_470" + }, + "Mul_471_Slice_472": { + "sender": "Mul_471", + "receiver": "Slice_472", + "sender_port": "_471", + "receiver_port": "_471" + }, + "Mul_471_Slice_475": { + "sender": "Mul_471", + "receiver": "Slice_475", + "sender_port": "_471", + "receiver_port": "_471" + }, + "Slice_472_Concat_484": { + "sender": "Slice_472", + "receiver": "Concat_484", + "sender_port": "_472", + "receiver_port": "_472" + }, + "Constant_473_Mul_474": { + "sender": "Constant_473", + "receiver": "Mul_474", + "sender_port": "_473", + "receiver_port": "_473" + }, + "Mul_474_Slice_475": { + "sender": "Mul_474", + "receiver": "Slice_475", + "sender_port": "_474", + "receiver_port": "_474" + }, + "Slice_475_Conv_1372": { + "sender": "Slice_475", + "receiver": "Conv_1372", + "sender_port": "_475", + "receiver_port": "_475" + }, + "Conv_1372_Relu_478": { + "sender": "Conv_1372", + "receiver": "Relu_478", + "sender_port": "_1372", + "receiver_port": "_1372" + }, + "Relu_478_Conv_1375": { + "sender": "Relu_478", + "receiver": "Conv_1375", + "sender_port": "_478", + "receiver_port": "_478" + }, + "Conv_1375_Conv_1378": { + "sender": "Conv_1375", + "receiver": "Conv_1378", + "sender_port": "_1375", + "receiver_port": "_1375" + }, + "Conv_1378_Relu_483": { + "sender": "Conv_1378", + "receiver": "Relu_483", + "sender_port": "_1378", + "receiver_port": "_1378" + }, + "Relu_483_Concat_484": { + "sender": "Relu_483", + "receiver": "Concat_484", + "sender_port": "_483", + "receiver_port": "_483" + }, + "Concat_484_Shape_485": { + "sender": "Concat_484", + "receiver": "Shape_485", + "sender_port": "_484", + "receiver_port": "_484" + }, + "Concat_484_Shape_488": { + "sender": "Concat_484", + "receiver": "Shape_488", + "sender_port": "_484", + "receiver_port": "_484" + }, + "Concat_484_Shape_491": { + "sender": "Concat_484", + "receiver": "Shape_491", + "sender_port": "_484", + "receiver_port": "_484" + }, + "Concat_484_Shape_494": { + "sender": "Concat_484", + "receiver": "Shape_494", + "sender_port": "_484", + "receiver_port": "_484" + }, + "Concat_484_Reshape_513": { + "sender": "Concat_484", + "receiver": "Reshape_513", + "sender_port": "_484", + "receiver_port": "_484" + }, + "Shape_485_Gather_487": { + "sender": "Shape_485", + "receiver": "Gather_487", + "sender_port": "_485", + "receiver_port": "_485" + }, + "Constant_486_Gather_487": { + "sender": "Constant_486", + "receiver": "Gather_487", + "sender_port": "_486", + "receiver_port": "_486" + }, + "Gather_487_Unsqueeze_503": { + "sender": "Gather_487", + "receiver": "Unsqueeze_503", + "sender_port": "_487", + "receiver_port": "_487" + }, + "Gather_487_Unsqueeze_517": { + "sender": "Gather_487", + "receiver": "Unsqueeze_517", + "sender_port": "_487", + "receiver_port": "_487" + }, + "Shape_488_Gather_490": { + "sender": "Shape_488", + "receiver": "Gather_490", + "sender_port": "_488", + "receiver_port": "_488" + }, + "Constant_489_Gather_490": { + "sender": "Constant_489", + "receiver": "Gather_490", + "sender_port": "_489", + "receiver_port": "_489" + }, + "Gather_490_Div_498": { + "sender": "Gather_490", + "receiver": "Div_498", + "sender_port": "_490", + "receiver_port": "_490" + }, + "Shape_491_Gather_493": { + "sender": "Shape_491", + "receiver": "Gather_493", + "sender_port": "_491", + "receiver_port": "_491" + }, + "Constant_492_Gather_493": { + "sender": "Constant_492", + "receiver": "Gather_493", + "sender_port": "_492", + "receiver_port": "_492" + }, + "Gather_493_Unsqueeze_509": { + "sender": "Gather_493", + "receiver": "Unsqueeze_509", + "sender_port": "_493", + "receiver_port": "_493" + }, + "Gather_493_Unsqueeze_521": { + "sender": "Gather_493", + "receiver": "Unsqueeze_521", + "sender_port": "_493", + "receiver_port": "_493" + }, + "Shape_494_Gather_496": { + "sender": "Shape_494", + "receiver": "Gather_496", + "sender_port": "_494", + "receiver_port": "_494" + }, + "Constant_495_Gather_496": { + "sender": "Constant_495", + "receiver": "Gather_496", + "sender_port": "_495", + "receiver_port": "_495" + }, + "Gather_496_Unsqueeze_511": { + "sender": "Gather_496", + "receiver": "Unsqueeze_511", + "sender_port": "_496", + "receiver_port": "_496" + }, + "Gather_496_Unsqueeze_523": { + "sender": "Gather_496", + "receiver": "Unsqueeze_523", + "sender_port": "_496", + "receiver_port": "_496" + }, + "Constant_497_Div_498": { + "sender": "Constant_497", + "receiver": "Div_498", + "sender_port": "_497", + "receiver_port": "_497" + }, + "Div_498_Cast_499": { + "sender": "Div_498", + "receiver": "Cast_499", + "sender_port": "_498", + "receiver_port": "_498" + }, + "Cast_499_Cast_500": { + "sender": "Cast_499", + "receiver": "Cast_500", + "sender_port": "_499", + "receiver_port": "_499" + }, + "Cast_500_Unsqueeze_507": { + "sender": "Cast_500", + "receiver": "Unsqueeze_507", + "sender_port": "_500", + "receiver_port": "_500" + }, + "Constant_501_Unsqueeze_505": { + "sender": "Constant_501", + "receiver": "Unsqueeze_505", + "sender_port": "_501", + "receiver_port": "_501" + }, + "Constant_502_Unsqueeze_503": { + "sender": "Constant_502", + "receiver": "Unsqueeze_503", + "sender_port": "_502", + "receiver_port": "_502" + }, + "Unsqueeze_503_Concat_512": { + "sender": "Unsqueeze_503", + "receiver": "Concat_512", + "sender_port": "_503", + "receiver_port": "_503" + }, + "Constant_504_Unsqueeze_505": { + "sender": "Constant_504", + "receiver": "Unsqueeze_505", + "sender_port": "_504", + "receiver_port": "_504" + }, + "Unsqueeze_505_Concat_512": { + "sender": "Unsqueeze_505", + "receiver": "Concat_512", + "sender_port": "_505", + "receiver_port": "_505" + }, + "Constant_506_Unsqueeze_507": { + "sender": "Constant_506", + "receiver": "Unsqueeze_507", + "sender_port": "_506", + "receiver_port": "_506" + }, + "Unsqueeze_507_Concat_512": { + "sender": "Unsqueeze_507", + "receiver": "Concat_512", + "sender_port": "_507", + "receiver_port": "_507" + }, + "Constant_508_Unsqueeze_509": { + "sender": "Constant_508", + "receiver": "Unsqueeze_509", + "sender_port": "_508", + "receiver_port": "_508" + }, + "Unsqueeze_509_Concat_512": { + "sender": "Unsqueeze_509", + "receiver": "Concat_512", + "sender_port": "_509", + "receiver_port": "_509" + }, + "Constant_510_Unsqueeze_511": { + "sender": "Constant_510", + "receiver": "Unsqueeze_511", + "sender_port": "_510", + "receiver_port": "_510" + }, + "Unsqueeze_511_Concat_512": { + "sender": "Unsqueeze_511", + "receiver": "Concat_512", + "sender_port": "_511", + "receiver_port": "_511" + }, + "Concat_512_Reshape_513": { + "sender": "Concat_512", + "receiver": "Reshape_513", + "sender_port": "_512", + "receiver_port": "_512" + }, + "Reshape_513_Transpose_514": { + "sender": "Reshape_513", + "receiver": "Transpose_514", + "sender_port": "_513", + "receiver_port": "_513" + }, + "Transpose_514_Reshape_525": { + "sender": "Transpose_514", + "receiver": "Reshape_525", + "sender_port": "_514", + "receiver_port": "_514" + }, + "Constant_515_Unsqueeze_519": { + "sender": "Constant_515", + "receiver": "Unsqueeze_519", + "sender_port": "_515", + "receiver_port": "_515" + }, + "Constant_516_Unsqueeze_517": { + "sender": "Constant_516", + "receiver": "Unsqueeze_517", + "sender_port": "_516", + "receiver_port": "_516" + }, + "Unsqueeze_517_Concat_524": { + "sender": "Unsqueeze_517", + "receiver": "Concat_524", + "sender_port": "_517", + "receiver_port": "_517" + }, + "Constant_518_Unsqueeze_519": { + "sender": "Constant_518", + "receiver": "Unsqueeze_519", + "sender_port": "_518", + "receiver_port": "_518" + }, + "Unsqueeze_519_Concat_524": { + "sender": "Unsqueeze_519", + "receiver": "Concat_524", + "sender_port": "_519", + "receiver_port": "_519" + }, + "Constant_520_Unsqueeze_521": { + "sender": "Constant_520", + "receiver": "Unsqueeze_521", + "sender_port": "_520", + "receiver_port": "_520" + }, + "Unsqueeze_521_Concat_524": { + "sender": "Unsqueeze_521", + "receiver": "Concat_524", + "sender_port": "_521", + "receiver_port": "_521" + }, + "Constant_522_Unsqueeze_523": { + "sender": "Constant_522", + "receiver": "Unsqueeze_523", + "sender_port": "_522", + "receiver_port": "_522" + }, + "Unsqueeze_523_Concat_524": { + "sender": "Unsqueeze_523", + "receiver": "Concat_524", + "sender_port": "_523", + "receiver_port": "_523" + }, + "Concat_524_Reshape_525": { + "sender": "Concat_524", + "receiver": "Reshape_525", + "sender_port": "_524", + "receiver_port": "_524" + }, + "Reshape_525_Shape_526": { + "sender": "Reshape_525", + "receiver": "Shape_526", + "sender_port": "_525", + "receiver_port": "_525" + }, + "Reshape_525_Slice_536": { + "sender": "Reshape_525", + "receiver": "Slice_536", + "sender_port": "_525", + "receiver_port": "_525" + }, + "Reshape_525_Slice_539": { + "sender": "Reshape_525", + "receiver": "Slice_539", + "sender_port": "_525", + "receiver_port": "_525" + }, + "Shape_526_Gather_528": { + "sender": "Shape_526", + "receiver": "Gather_528", + "sender_port": "_526", + "receiver_port": "_526" + }, + "Constant_527_Gather_528": { + "sender": "Constant_527", + "receiver": "Gather_528", + "sender_port": "_527", + "receiver_port": "_527" + }, + "Constant_527_Slice_536": { + "sender": "Constant_527", + "receiver": "Slice_536", + "sender_port": "_527", + "receiver_port": "_527" + }, + "Constant_527_Slice_539": { + "sender": "Constant_527", + "receiver": "Slice_539", + "sender_port": "_527", + "receiver_port": "_527" + }, + "Gather_528_Add_531": { + "sender": "Gather_528", + "receiver": "Add_531", + "sender_port": "_528", + "receiver_port": "_528" + }, + "Constant_529_Slice_536": { + "sender": "Constant_529", + "receiver": "Slice_536", + "sender_port": "_529", + "receiver_port": "_529" + }, + "Constant_530_Add_531": { + "sender": "Constant_530", + "receiver": "Add_531", + "sender_port": "_530", + "receiver_port": "_530" + }, + "Add_531_Div_533": { + "sender": "Add_531", + "receiver": "Div_533", + "sender_port": "_531", + "receiver_port": "_531" + }, + "Constant_532_Div_533": { + "sender": "Constant_532", + "receiver": "Div_533", + "sender_port": "_532", + "receiver_port": "_532" + }, + "Div_533_Mul_535": { + "sender": "Div_533", + "receiver": "Mul_535", + "sender_port": "_533", + "receiver_port": "_533" + }, + "Div_533_Mul_538": { + "sender": "Div_533", + "receiver": "Mul_538", + "sender_port": "_533", + "receiver_port": "_533" + }, + "Constant_534_Mul_535": { + "sender": "Constant_534", + "receiver": "Mul_535", + "sender_port": "_534", + "receiver_port": "_534" + }, + "Mul_535_Slice_536": { + "sender": "Mul_535", + "receiver": "Slice_536", + "sender_port": "_535", + "receiver_port": "_535" + }, + "Mul_535_Slice_539": { + "sender": "Mul_535", + "receiver": "Slice_539", + "sender_port": "_535", + "receiver_port": "_535" + }, + "Slice_536_Concat_548": { + "sender": "Slice_536", + "receiver": "Concat_548", + "sender_port": "_536", + "receiver_port": "_536" + }, + "Constant_537_Mul_538": { + "sender": "Constant_537", + "receiver": "Mul_538", + "sender_port": "_537", + "receiver_port": "_537" + }, + "Mul_538_Slice_539": { + "sender": "Mul_538", + "receiver": "Slice_539", + "sender_port": "_538", + "receiver_port": "_538" + }, + "Slice_539_Conv_1381": { + "sender": "Slice_539", + "receiver": "Conv_1381", + "sender_port": "_539", + "receiver_port": "_539" + }, + "Conv_1381_Relu_542": { + "sender": "Conv_1381", + "receiver": "Relu_542", + "sender_port": "_1381", + "receiver_port": "_1381" + }, + "Relu_542_Conv_1384": { + "sender": "Relu_542", + "receiver": "Conv_1384", + "sender_port": "_542", + "receiver_port": "_542" + }, + "Conv_1384_Conv_1387": { + "sender": "Conv_1384", + "receiver": "Conv_1387", + "sender_port": "_1384", + "receiver_port": "_1384" + }, + "Conv_1387_Relu_547": { + "sender": "Conv_1387", + "receiver": "Relu_547", + "sender_port": "_1387", + "receiver_port": "_1387" + }, + "Relu_547_Concat_548": { + "sender": "Relu_547", + "receiver": "Concat_548", + "sender_port": "_547", + "receiver_port": "_547" + }, + "Concat_548_Shape_549": { + "sender": "Concat_548", + "receiver": "Shape_549", + "sender_port": "_548", + "receiver_port": "_548" + }, + "Concat_548_Shape_552": { + "sender": "Concat_548", + "receiver": "Shape_552", + "sender_port": "_548", + "receiver_port": "_548" + }, + "Concat_548_Shape_555": { + "sender": "Concat_548", + "receiver": "Shape_555", + "sender_port": "_548", + "receiver_port": "_548" + }, + "Concat_548_Shape_558": { + "sender": "Concat_548", + "receiver": "Shape_558", + "sender_port": "_548", + "receiver_port": "_548" + }, + "Concat_548_Reshape_577": { + "sender": "Concat_548", + "receiver": "Reshape_577", + "sender_port": "_548", + "receiver_port": "_548" + }, + "Shape_549_Gather_551": { + "sender": "Shape_549", + "receiver": "Gather_551", + "sender_port": "_549", + "receiver_port": "_549" + }, + "Constant_550_Gather_551": { + "sender": "Constant_550", + "receiver": "Gather_551", + "sender_port": "_550", + "receiver_port": "_550" + }, + "Gather_551_Unsqueeze_567": { + "sender": "Gather_551", + "receiver": "Unsqueeze_567", + "sender_port": "_551", + "receiver_port": "_551" + }, + "Gather_551_Unsqueeze_581": { + "sender": "Gather_551", + "receiver": "Unsqueeze_581", + "sender_port": "_551", + "receiver_port": "_551" + }, + "Shape_552_Gather_554": { + "sender": "Shape_552", + "receiver": "Gather_554", + "sender_port": "_552", + "receiver_port": "_552" + }, + "Constant_553_Gather_554": { + "sender": "Constant_553", + "receiver": "Gather_554", + "sender_port": "_553", + "receiver_port": "_553" + }, + "Gather_554_Div_562": { + "sender": "Gather_554", + "receiver": "Div_562", + "sender_port": "_554", + "receiver_port": "_554" + }, + "Shape_555_Gather_557": { + "sender": "Shape_555", + "receiver": "Gather_557", + "sender_port": "_555", + "receiver_port": "_555" + }, + "Constant_556_Gather_557": { + "sender": "Constant_556", + "receiver": "Gather_557", + "sender_port": "_556", + "receiver_port": "_556" + }, + "Gather_557_Unsqueeze_573": { + "sender": "Gather_557", + "receiver": "Unsqueeze_573", + "sender_port": "_557", + "receiver_port": "_557" + }, + "Gather_557_Unsqueeze_585": { + "sender": "Gather_557", + "receiver": "Unsqueeze_585", + "sender_port": "_557", + "receiver_port": "_557" + }, + "Shape_558_Gather_560": { + "sender": "Shape_558", + "receiver": "Gather_560", + "sender_port": "_558", + "receiver_port": "_558" + }, + "Constant_559_Gather_560": { + "sender": "Constant_559", + "receiver": "Gather_560", + "sender_port": "_559", + "receiver_port": "_559" + }, + "Gather_560_Unsqueeze_575": { + "sender": "Gather_560", + "receiver": "Unsqueeze_575", + "sender_port": "_560", + "receiver_port": "_560" + }, + "Gather_560_Unsqueeze_587": { + "sender": "Gather_560", + "receiver": "Unsqueeze_587", + "sender_port": "_560", + "receiver_port": "_560" + }, + "Constant_561_Div_562": { + "sender": "Constant_561", + "receiver": "Div_562", + "sender_port": "_561", + "receiver_port": "_561" + }, + "Div_562_Cast_563": { + "sender": "Div_562", + "receiver": "Cast_563", + "sender_port": "_562", + "receiver_port": "_562" + }, + "Cast_563_Cast_564": { + "sender": "Cast_563", + "receiver": "Cast_564", + "sender_port": "_563", + "receiver_port": "_563" + }, + "Cast_564_Unsqueeze_571": { + "sender": "Cast_564", + "receiver": "Unsqueeze_571", + "sender_port": "_564", + "receiver_port": "_564" + }, + "Constant_565_Unsqueeze_569": { + "sender": "Constant_565", + "receiver": "Unsqueeze_569", + "sender_port": "_565", + "receiver_port": "_565" + }, + "Constant_566_Unsqueeze_567": { + "sender": "Constant_566", + "receiver": "Unsqueeze_567", + "sender_port": "_566", + "receiver_port": "_566" + }, + "Unsqueeze_567_Concat_576": { + "sender": "Unsqueeze_567", + "receiver": "Concat_576", + "sender_port": "_567", + "receiver_port": "_567" + }, + "Constant_568_Unsqueeze_569": { + "sender": "Constant_568", + "receiver": "Unsqueeze_569", + "sender_port": "_568", + "receiver_port": "_568" + }, + "Unsqueeze_569_Concat_576": { + "sender": "Unsqueeze_569", + "receiver": "Concat_576", + "sender_port": "_569", + "receiver_port": "_569" + }, + "Constant_570_Unsqueeze_571": { + "sender": "Constant_570", + "receiver": "Unsqueeze_571", + "sender_port": "_570", + "receiver_port": "_570" + }, + "Unsqueeze_571_Concat_576": { + "sender": "Unsqueeze_571", + "receiver": "Concat_576", + "sender_port": "_571", + "receiver_port": "_571" + }, + "Constant_572_Unsqueeze_573": { + "sender": "Constant_572", + "receiver": "Unsqueeze_573", + "sender_port": "_572", + "receiver_port": "_572" + }, + "Unsqueeze_573_Concat_576": { + "sender": "Unsqueeze_573", + "receiver": "Concat_576", + "sender_port": "_573", + "receiver_port": "_573" + }, + "Constant_574_Unsqueeze_575": { + "sender": "Constant_574", + "receiver": "Unsqueeze_575", + "sender_port": "_574", + "receiver_port": "_574" + }, + "Unsqueeze_575_Concat_576": { + "sender": "Unsqueeze_575", + "receiver": "Concat_576", + "sender_port": "_575", + "receiver_port": "_575" + }, + "Concat_576_Reshape_577": { + "sender": "Concat_576", + "receiver": "Reshape_577", + "sender_port": "_576", + "receiver_port": "_576" + }, + "Reshape_577_Transpose_578": { + "sender": "Reshape_577", + "receiver": "Transpose_578", + "sender_port": "_577", + "receiver_port": "_577" + }, + "Transpose_578_Reshape_589": { + "sender": "Transpose_578", + "receiver": "Reshape_589", + "sender_port": "_578", + "receiver_port": "_578" + }, + "Constant_579_Unsqueeze_583": { + "sender": "Constant_579", + "receiver": "Unsqueeze_583", + "sender_port": "_579", + "receiver_port": "_579" + }, + "Constant_580_Unsqueeze_581": { + "sender": "Constant_580", + "receiver": "Unsqueeze_581", + "sender_port": "_580", + "receiver_port": "_580" + }, + "Unsqueeze_581_Concat_588": { + "sender": "Unsqueeze_581", + "receiver": "Concat_588", + "sender_port": "_581", + "receiver_port": "_581" + }, + "Constant_582_Unsqueeze_583": { + "sender": "Constant_582", + "receiver": "Unsqueeze_583", + "sender_port": "_582", + "receiver_port": "_582" + }, + "Unsqueeze_583_Concat_588": { + "sender": "Unsqueeze_583", + "receiver": "Concat_588", + "sender_port": "_583", + "receiver_port": "_583" + }, + "Constant_584_Unsqueeze_585": { + "sender": "Constant_584", + "receiver": "Unsqueeze_585", + "sender_port": "_584", + "receiver_port": "_584" + }, + "Unsqueeze_585_Concat_588": { + "sender": "Unsqueeze_585", + "receiver": "Concat_588", + "sender_port": "_585", + "receiver_port": "_585" + }, + "Constant_586_Unsqueeze_587": { + "sender": "Constant_586", + "receiver": "Unsqueeze_587", + "sender_port": "_586", + "receiver_port": "_586" + }, + "Unsqueeze_587_Concat_588": { + "sender": "Unsqueeze_587", + "receiver": "Concat_588", + "sender_port": "_587", + "receiver_port": "_587" + }, + "Concat_588_Reshape_589": { + "sender": "Concat_588", + "receiver": "Reshape_589", + "sender_port": "_588", + "receiver_port": "_588" + }, + "Reshape_589_Conv_1390": { + "sender": "Reshape_589", + "receiver": "Conv_1390", + "sender_port": "_589", + "receiver_port": "_589" + }, + "Reshape_589_Conv_1396": { + "sender": "Reshape_589", + "receiver": "Conv_1396", + "sender_port": "_589", + "receiver_port": "_589" + }, + "Conv_1390_Conv_1393": { + "sender": "Conv_1390", + "receiver": "Conv_1393", + "sender_port": "_1390", + "receiver_port": "_1390" + }, + "Conv_1393_Relu_594": { + "sender": "Conv_1393", + "receiver": "Relu_594", + "sender_port": "_1393", + "receiver_port": "_1393" + }, + "Relu_594_Concat_603": { + "sender": "Relu_594", + "receiver": "Concat_603", + "sender_port": "_594", + "receiver_port": "_594" + }, + "Conv_1396_Relu_597": { + "sender": "Conv_1396", + "receiver": "Relu_597", + "sender_port": "_1396", + "receiver_port": "_1396" + }, + "Relu_597_Conv_1399": { + "sender": "Relu_597", + "receiver": "Conv_1399", + "sender_port": "_597", + "receiver_port": "_597" + }, + "Conv_1399_Conv_1402": { + "sender": "Conv_1399", + "receiver": "Conv_1402", + "sender_port": "_1399", + "receiver_port": "_1399" + }, + "Conv_1402_Relu_602": { + "sender": "Conv_1402", + "receiver": "Relu_602", + "sender_port": "_1402", + "receiver_port": "_1402" + }, + "Relu_602_Concat_603": { + "sender": "Relu_602", + "receiver": "Concat_603", + "sender_port": "_602", + "receiver_port": "_602" + }, + "Concat_603_Shape_604": { + "sender": "Concat_603", + "receiver": "Shape_604", + "sender_port": "_603", + "receiver_port": "_603" + }, + "Concat_603_Shape_607": { + "sender": "Concat_603", + "receiver": "Shape_607", + "sender_port": "_603", + "receiver_port": "_603" + }, + "Concat_603_Shape_610": { + "sender": "Concat_603", + "receiver": "Shape_610", + "sender_port": "_603", + "receiver_port": "_603" + }, + "Concat_603_Shape_613": { + "sender": "Concat_603", + "receiver": "Shape_613", + "sender_port": "_603", + "receiver_port": "_603" + }, + "Concat_603_Reshape_632": { + "sender": "Concat_603", + "receiver": "Reshape_632", + "sender_port": "_603", + "receiver_port": "_603" + }, + "Shape_604_Gather_606": { + "sender": "Shape_604", + "receiver": "Gather_606", + "sender_port": "_604", + "receiver_port": "_604" + }, + "Constant_605_Gather_606": { + "sender": "Constant_605", + "receiver": "Gather_606", + "sender_port": "_605", + "receiver_port": "_605" + }, + "Gather_606_Unsqueeze_622": { + "sender": "Gather_606", + "receiver": "Unsqueeze_622", + "sender_port": "_606", + "receiver_port": "_606" + }, + "Gather_606_Unsqueeze_636": { + "sender": "Gather_606", + "receiver": "Unsqueeze_636", + "sender_port": "_606", + "receiver_port": "_606" + }, + "Shape_607_Gather_609": { + "sender": "Shape_607", + "receiver": "Gather_609", + "sender_port": "_607", + "receiver_port": "_607" + }, + "Constant_608_Gather_609": { + "sender": "Constant_608", + "receiver": "Gather_609", + "sender_port": "_608", + "receiver_port": "_608" + }, + "Gather_609_Div_617": { + "sender": "Gather_609", + "receiver": "Div_617", + "sender_port": "_609", + "receiver_port": "_609" + }, + "Shape_610_Gather_612": { + "sender": "Shape_610", + "receiver": "Gather_612", + "sender_port": "_610", + "receiver_port": "_610" + }, + "Constant_611_Gather_612": { + "sender": "Constant_611", + "receiver": "Gather_612", + "sender_port": "_611", + "receiver_port": "_611" + }, + "Gather_612_Unsqueeze_628": { + "sender": "Gather_612", + "receiver": "Unsqueeze_628", + "sender_port": "_612", + "receiver_port": "_612" + }, + "Gather_612_Unsqueeze_640": { + "sender": "Gather_612", + "receiver": "Unsqueeze_640", + "sender_port": "_612", + "receiver_port": "_612" + }, + "Shape_613_Gather_615": { + "sender": "Shape_613", + "receiver": "Gather_615", + "sender_port": "_613", + "receiver_port": "_613" + }, + "Constant_614_Gather_615": { + "sender": "Constant_614", + "receiver": "Gather_615", + "sender_port": "_614", + "receiver_port": "_614" + }, + "Gather_615_Unsqueeze_630": { + "sender": "Gather_615", + "receiver": "Unsqueeze_630", + "sender_port": "_615", + "receiver_port": "_615" + }, + "Gather_615_Unsqueeze_642": { + "sender": "Gather_615", + "receiver": "Unsqueeze_642", + "sender_port": "_615", + "receiver_port": "_615" + }, + "Constant_616_Div_617": { + "sender": "Constant_616", + "receiver": "Div_617", + "sender_port": "_616", + "receiver_port": "_616" + }, + "Div_617_Cast_618": { + "sender": "Div_617", + "receiver": "Cast_618", + "sender_port": "_617", + "receiver_port": "_617" + }, + "Cast_618_Cast_619": { + "sender": "Cast_618", + "receiver": "Cast_619", + "sender_port": "_618", + "receiver_port": "_618" + }, + "Cast_619_Unsqueeze_626": { + "sender": "Cast_619", + "receiver": "Unsqueeze_626", + "sender_port": "_619", + "receiver_port": "_619" + }, + "Constant_620_Unsqueeze_624": { + "sender": "Constant_620", + "receiver": "Unsqueeze_624", + "sender_port": "_620", + "receiver_port": "_620" + }, + "Constant_621_Unsqueeze_622": { + "sender": "Constant_621", + "receiver": "Unsqueeze_622", + "sender_port": "_621", + "receiver_port": "_621" + }, + "Unsqueeze_622_Concat_631": { + "sender": "Unsqueeze_622", + "receiver": "Concat_631", + "sender_port": "_622", + "receiver_port": "_622" + }, + "Constant_623_Unsqueeze_624": { + "sender": "Constant_623", + "receiver": "Unsqueeze_624", + "sender_port": "_623", + "receiver_port": "_623" + }, + "Unsqueeze_624_Concat_631": { + "sender": "Unsqueeze_624", + "receiver": "Concat_631", + "sender_port": "_624", + "receiver_port": "_624" + }, + "Constant_625_Unsqueeze_626": { + "sender": "Constant_625", + "receiver": "Unsqueeze_626", + "sender_port": "_625", + "receiver_port": "_625" + }, + "Unsqueeze_626_Concat_631": { + "sender": "Unsqueeze_626", + "receiver": "Concat_631", + "sender_port": "_626", + "receiver_port": "_626" + }, + "Constant_627_Unsqueeze_628": { + "sender": "Constant_627", + "receiver": "Unsqueeze_628", + "sender_port": "_627", + "receiver_port": "_627" + }, + "Unsqueeze_628_Concat_631": { + "sender": "Unsqueeze_628", + "receiver": "Concat_631", + "sender_port": "_628", + "receiver_port": "_628" + }, + "Constant_629_Unsqueeze_630": { + "sender": "Constant_629", + "receiver": "Unsqueeze_630", + "sender_port": "_629", + "receiver_port": "_629" + }, + "Unsqueeze_630_Concat_631": { + "sender": "Unsqueeze_630", + "receiver": "Concat_631", + "sender_port": "_630", + "receiver_port": "_630" + }, + "Concat_631_Reshape_632": { + "sender": "Concat_631", + "receiver": "Reshape_632", + "sender_port": "_631", + "receiver_port": "_631" + }, + "Reshape_632_Transpose_633": { + "sender": "Reshape_632", + "receiver": "Transpose_633", + "sender_port": "_632", + "receiver_port": "_632" + }, + "Transpose_633_Reshape_644": { + "sender": "Transpose_633", + "receiver": "Reshape_644", + "sender_port": "_633", + "receiver_port": "_633" + }, + "Constant_634_Unsqueeze_638": { + "sender": "Constant_634", + "receiver": "Unsqueeze_638", + "sender_port": "_634", + "receiver_port": "_634" + }, + "Constant_635_Unsqueeze_636": { + "sender": "Constant_635", + "receiver": "Unsqueeze_636", + "sender_port": "_635", + "receiver_port": "_635" + }, + "Unsqueeze_636_Concat_643": { + "sender": "Unsqueeze_636", + "receiver": "Concat_643", + "sender_port": "_636", + "receiver_port": "_636" + }, + "Constant_637_Unsqueeze_638": { + "sender": "Constant_637", + "receiver": "Unsqueeze_638", + "sender_port": "_637", + "receiver_port": "_637" + }, + "Unsqueeze_638_Concat_643": { + "sender": "Unsqueeze_638", + "receiver": "Concat_643", + "sender_port": "_638", + "receiver_port": "_638" + }, + "Constant_639_Unsqueeze_640": { + "sender": "Constant_639", + "receiver": "Unsqueeze_640", + "sender_port": "_639", + "receiver_port": "_639" + }, + "Unsqueeze_640_Concat_643": { + "sender": "Unsqueeze_640", + "receiver": "Concat_643", + "sender_port": "_640", + "receiver_port": "_640" + }, + "Constant_641_Unsqueeze_642": { + "sender": "Constant_641", + "receiver": "Unsqueeze_642", + "sender_port": "_641", + "receiver_port": "_641" + }, + "Unsqueeze_642_Concat_643": { + "sender": "Unsqueeze_642", + "receiver": "Concat_643", + "sender_port": "_642", + "receiver_port": "_642" + }, + "Concat_643_Reshape_644": { + "sender": "Concat_643", + "receiver": "Reshape_644", + "sender_port": "_643", + "receiver_port": "_643" + }, + "Reshape_644_Shape_645": { + "sender": "Reshape_644", + "receiver": "Shape_645", + "sender_port": "_644", + "receiver_port": "_644" + }, + "Reshape_644_Slice_655": { + "sender": "Reshape_644", + "receiver": "Slice_655", + "sender_port": "_644", + "receiver_port": "_644" + }, + "Reshape_644_Slice_658": { + "sender": "Reshape_644", + "receiver": "Slice_658", + "sender_port": "_644", + "receiver_port": "_644" + }, + "Shape_645_Gather_647": { + "sender": "Shape_645", + "receiver": "Gather_647", + "sender_port": "_645", + "receiver_port": "_645" + }, + "Constant_646_Gather_647": { + "sender": "Constant_646", + "receiver": "Gather_647", + "sender_port": "_646", + "receiver_port": "_646" + }, + "Constant_646_Slice_655": { + "sender": "Constant_646", + "receiver": "Slice_655", + "sender_port": "_646", + "receiver_port": "_646" + }, + "Constant_646_Slice_658": { + "sender": "Constant_646", + "receiver": "Slice_658", + "sender_port": "_646", + "receiver_port": "_646" + }, + "Gather_647_Add_650": { + "sender": "Gather_647", + "receiver": "Add_650", + "sender_port": "_647", + "receiver_port": "_647" + }, + "Constant_648_Slice_655": { + "sender": "Constant_648", + "receiver": "Slice_655", + "sender_port": "_648", + "receiver_port": "_648" + }, + "Constant_649_Add_650": { + "sender": "Constant_649", + "receiver": "Add_650", + "sender_port": "_649", + "receiver_port": "_649" + }, + "Add_650_Div_652": { + "sender": "Add_650", + "receiver": "Div_652", + "sender_port": "_650", + "receiver_port": "_650" + }, + "Constant_651_Div_652": { + "sender": "Constant_651", + "receiver": "Div_652", + "sender_port": "_651", + "receiver_port": "_651" + }, + "Div_652_Mul_654": { + "sender": "Div_652", + "receiver": "Mul_654", + "sender_port": "_652", + "receiver_port": "_652" + }, + "Div_652_Mul_657": { + "sender": "Div_652", + "receiver": "Mul_657", + "sender_port": "_652", + "receiver_port": "_652" + }, + "Constant_653_Mul_654": { + "sender": "Constant_653", + "receiver": "Mul_654", + "sender_port": "_653", + "receiver_port": "_653" + }, + "Mul_654_Slice_655": { + "sender": "Mul_654", + "receiver": "Slice_655", + "sender_port": "_654", + "receiver_port": "_654" + }, + "Mul_654_Slice_658": { + "sender": "Mul_654", + "receiver": "Slice_658", + "sender_port": "_654", + "receiver_port": "_654" + }, + "Slice_655_Concat_667": { + "sender": "Slice_655", + "receiver": "Concat_667", + "sender_port": "_655", + "receiver_port": "_655" + }, + "Constant_656_Mul_657": { + "sender": "Constant_656", + "receiver": "Mul_657", + "sender_port": "_656", + "receiver_port": "_656" + }, + "Mul_657_Slice_658": { + "sender": "Mul_657", + "receiver": "Slice_658", + "sender_port": "_657", + "receiver_port": "_657" + }, + "Slice_658_Conv_1405": { + "sender": "Slice_658", + "receiver": "Conv_1405", + "sender_port": "_658", + "receiver_port": "_658" + }, + "Conv_1405_Relu_661": { + "sender": "Conv_1405", + "receiver": "Relu_661", + "sender_port": "_1405", + "receiver_port": "_1405" + }, + "Relu_661_Conv_1408": { + "sender": "Relu_661", + "receiver": "Conv_1408", + "sender_port": "_661", + "receiver_port": "_661" + }, + "Conv_1408_Conv_1411": { + "sender": "Conv_1408", + "receiver": "Conv_1411", + "sender_port": "_1408", + "receiver_port": "_1408" + }, + "Conv_1411_Relu_666": { + "sender": "Conv_1411", + "receiver": "Relu_666", + "sender_port": "_1411", + "receiver_port": "_1411" + }, + "Relu_666_Concat_667": { + "sender": "Relu_666", + "receiver": "Concat_667", + "sender_port": "_666", + "receiver_port": "_666" + }, + "Concat_667_Shape_668": { + "sender": "Concat_667", + "receiver": "Shape_668", + "sender_port": "_667", + "receiver_port": "_667" + }, + "Concat_667_Shape_671": { + "sender": "Concat_667", + "receiver": "Shape_671", + "sender_port": "_667", + "receiver_port": "_667" + }, + "Concat_667_Shape_674": { + "sender": "Concat_667", + "receiver": "Shape_674", + "sender_port": "_667", + "receiver_port": "_667" + }, + "Concat_667_Shape_677": { + "sender": "Concat_667", + "receiver": "Shape_677", + "sender_port": "_667", + "receiver_port": "_667" + }, + "Concat_667_Reshape_696": { + "sender": "Concat_667", + "receiver": "Reshape_696", + "sender_port": "_667", + "receiver_port": "_667" + }, + "Shape_668_Gather_670": { + "sender": "Shape_668", + "receiver": "Gather_670", + "sender_port": "_668", + "receiver_port": "_668" + }, + "Constant_669_Gather_670": { + "sender": "Constant_669", + "receiver": "Gather_670", + "sender_port": "_669", + "receiver_port": "_669" + }, + "Gather_670_Unsqueeze_686": { + "sender": "Gather_670", + "receiver": "Unsqueeze_686", + "sender_port": "_670", + "receiver_port": "_670" + }, + "Gather_670_Unsqueeze_700": { + "sender": "Gather_670", + "receiver": "Unsqueeze_700", + "sender_port": "_670", + "receiver_port": "_670" + }, + "Shape_671_Gather_673": { + "sender": "Shape_671", + "receiver": "Gather_673", + "sender_port": "_671", + "receiver_port": "_671" + }, + "Constant_672_Gather_673": { + "sender": "Constant_672", + "receiver": "Gather_673", + "sender_port": "_672", + "receiver_port": "_672" + }, + "Gather_673_Div_681": { + "sender": "Gather_673", + "receiver": "Div_681", + "sender_port": "_673", + "receiver_port": "_673" + }, + "Shape_674_Gather_676": { + "sender": "Shape_674", + "receiver": "Gather_676", + "sender_port": "_674", + "receiver_port": "_674" + }, + "Constant_675_Gather_676": { + "sender": "Constant_675", + "receiver": "Gather_676", + "sender_port": "_675", + "receiver_port": "_675" + }, + "Gather_676_Unsqueeze_692": { + "sender": "Gather_676", + "receiver": "Unsqueeze_692", + "sender_port": "_676", + "receiver_port": "_676" + }, + "Gather_676_Unsqueeze_704": { + "sender": "Gather_676", + "receiver": "Unsqueeze_704", + "sender_port": "_676", + "receiver_port": "_676" + }, + "Shape_677_Gather_679": { + "sender": "Shape_677", + "receiver": "Gather_679", + "sender_port": "_677", + "receiver_port": "_677" + }, + "Constant_678_Gather_679": { + "sender": "Constant_678", + "receiver": "Gather_679", + "sender_port": "_678", + "receiver_port": "_678" + }, + "Gather_679_Unsqueeze_694": { + "sender": "Gather_679", + "receiver": "Unsqueeze_694", + "sender_port": "_679", + "receiver_port": "_679" + }, + "Gather_679_Unsqueeze_706": { + "sender": "Gather_679", + "receiver": "Unsqueeze_706", + "sender_port": "_679", + "receiver_port": "_679" + }, + "Constant_680_Div_681": { + "sender": "Constant_680", + "receiver": "Div_681", + "sender_port": "_680", + "receiver_port": "_680" + }, + "Div_681_Cast_682": { + "sender": "Div_681", + "receiver": "Cast_682", + "sender_port": "_681", + "receiver_port": "_681" + }, + "Cast_682_Cast_683": { + "sender": "Cast_682", + "receiver": "Cast_683", + "sender_port": "_682", + "receiver_port": "_682" + }, + "Cast_683_Unsqueeze_690": { + "sender": "Cast_683", + "receiver": "Unsqueeze_690", + "sender_port": "_683", + "receiver_port": "_683" + }, + "Constant_684_Unsqueeze_688": { + "sender": "Constant_684", + "receiver": "Unsqueeze_688", + "sender_port": "_684", + "receiver_port": "_684" + }, + "Constant_685_Unsqueeze_686": { + "sender": "Constant_685", + "receiver": "Unsqueeze_686", + "sender_port": "_685", + "receiver_port": "_685" + }, + "Unsqueeze_686_Concat_695": { + "sender": "Unsqueeze_686", + "receiver": "Concat_695", + "sender_port": "_686", + "receiver_port": "_686" + }, + "Constant_687_Unsqueeze_688": { + "sender": "Constant_687", + "receiver": "Unsqueeze_688", + "sender_port": "_687", + "receiver_port": "_687" + }, + "Unsqueeze_688_Concat_695": { + "sender": "Unsqueeze_688", + "receiver": "Concat_695", + "sender_port": "_688", + "receiver_port": "_688" + }, + "Constant_689_Unsqueeze_690": { + "sender": "Constant_689", + "receiver": "Unsqueeze_690", + "sender_port": "_689", + "receiver_port": "_689" + }, + "Unsqueeze_690_Concat_695": { + "sender": "Unsqueeze_690", + "receiver": "Concat_695", + "sender_port": "_690", + "receiver_port": "_690" + }, + "Constant_691_Unsqueeze_692": { + "sender": "Constant_691", + "receiver": "Unsqueeze_692", + "sender_port": "_691", + "receiver_port": "_691" + }, + "Unsqueeze_692_Concat_695": { + "sender": "Unsqueeze_692", + "receiver": "Concat_695", + "sender_port": "_692", + "receiver_port": "_692" + }, + "Constant_693_Unsqueeze_694": { + "sender": "Constant_693", + "receiver": "Unsqueeze_694", + "sender_port": "_693", + "receiver_port": "_693" + }, + "Unsqueeze_694_Concat_695": { + "sender": "Unsqueeze_694", + "receiver": "Concat_695", + "sender_port": "_694", + "receiver_port": "_694" + }, + "Concat_695_Reshape_696": { + "sender": "Concat_695", + "receiver": "Reshape_696", + "sender_port": "_695", + "receiver_port": "_695" + }, + "Reshape_696_Transpose_697": { + "sender": "Reshape_696", + "receiver": "Transpose_697", + "sender_port": "_696", + "receiver_port": "_696" + }, + "Transpose_697_Reshape_708": { + "sender": "Transpose_697", + "receiver": "Reshape_708", + "sender_port": "_697", + "receiver_port": "_697" + }, + "Constant_698_Unsqueeze_702": { + "sender": "Constant_698", + "receiver": "Unsqueeze_702", + "sender_port": "_698", + "receiver_port": "_698" + }, + "Constant_699_Unsqueeze_700": { + "sender": "Constant_699", + "receiver": "Unsqueeze_700", + "sender_port": "_699", + "receiver_port": "_699" + }, + "Unsqueeze_700_Concat_707": { + "sender": "Unsqueeze_700", + "receiver": "Concat_707", + "sender_port": "_700", + "receiver_port": "_700" + }, + "Constant_701_Unsqueeze_702": { + "sender": "Constant_701", + "receiver": "Unsqueeze_702", + "sender_port": "_701", + "receiver_port": "_701" + }, + "Unsqueeze_702_Concat_707": { + "sender": "Unsqueeze_702", + "receiver": "Concat_707", + "sender_port": "_702", + "receiver_port": "_702" + }, + "Constant_703_Unsqueeze_704": { + "sender": "Constant_703", + "receiver": "Unsqueeze_704", + "sender_port": "_703", + "receiver_port": "_703" + }, + "Unsqueeze_704_Concat_707": { + "sender": "Unsqueeze_704", + "receiver": "Concat_707", + "sender_port": "_704", + "receiver_port": "_704" + }, + "Constant_705_Unsqueeze_706": { + "sender": "Constant_705", + "receiver": "Unsqueeze_706", + "sender_port": "_705", + "receiver_port": "_705" + }, + "Unsqueeze_706_Concat_707": { + "sender": "Unsqueeze_706", + "receiver": "Concat_707", + "sender_port": "_706", + "receiver_port": "_706" + }, + "Concat_707_Reshape_708": { + "sender": "Concat_707", + "receiver": "Reshape_708", + "sender_port": "_707", + "receiver_port": "_707" + }, + "Reshape_708_Shape_709": { + "sender": "Reshape_708", + "receiver": "Shape_709", + "sender_port": "_708", + "receiver_port": "_708" + }, + "Reshape_708_Slice_719": { + "sender": "Reshape_708", + "receiver": "Slice_719", + "sender_port": "_708", + "receiver_port": "_708" + }, + "Reshape_708_Slice_722": { + "sender": "Reshape_708", + "receiver": "Slice_722", + "sender_port": "_708", + "receiver_port": "_708" + }, + "Shape_709_Gather_711": { + "sender": "Shape_709", + "receiver": "Gather_711", + "sender_port": "_709", + "receiver_port": "_709" + }, + "Constant_710_Gather_711": { + "sender": "Constant_710", + "receiver": "Gather_711", + "sender_port": "_710", + "receiver_port": "_710" + }, + "Constant_710_Slice_719": { + "sender": "Constant_710", + "receiver": "Slice_719", + "sender_port": "_710", + "receiver_port": "_710" + }, + "Constant_710_Slice_722": { + "sender": "Constant_710", + "receiver": "Slice_722", + "sender_port": "_710", + "receiver_port": "_710" + }, + "Gather_711_Add_714": { + "sender": "Gather_711", + "receiver": "Add_714", + "sender_port": "_711", + "receiver_port": "_711" + }, + "Constant_712_Slice_719": { + "sender": "Constant_712", + "receiver": "Slice_719", + "sender_port": "_712", + "receiver_port": "_712" + }, + "Constant_713_Add_714": { + "sender": "Constant_713", + "receiver": "Add_714", + "sender_port": "_713", + "receiver_port": "_713" + }, + "Add_714_Div_716": { + "sender": "Add_714", + "receiver": "Div_716", + "sender_port": "_714", + "receiver_port": "_714" + }, + "Constant_715_Div_716": { + "sender": "Constant_715", + "receiver": "Div_716", + "sender_port": "_715", + "receiver_port": "_715" + }, + "Div_716_Mul_718": { + "sender": "Div_716", + "receiver": "Mul_718", + "sender_port": "_716", + "receiver_port": "_716" + }, + "Div_716_Mul_721": { + "sender": "Div_716", + "receiver": "Mul_721", + "sender_port": "_716", + "receiver_port": "_716" + }, + "Constant_717_Mul_718": { + "sender": "Constant_717", + "receiver": "Mul_718", + "sender_port": "_717", + "receiver_port": "_717" + }, + "Mul_718_Slice_719": { + "sender": "Mul_718", + "receiver": "Slice_719", + "sender_port": "_718", + "receiver_port": "_718" + }, + "Mul_718_Slice_722": { + "sender": "Mul_718", + "receiver": "Slice_722", + "sender_port": "_718", + "receiver_port": "_718" + }, + "Slice_719_Concat_731": { + "sender": "Slice_719", + "receiver": "Concat_731", + "sender_port": "_719", + "receiver_port": "_719" + }, + "Constant_720_Mul_721": { + "sender": "Constant_720", + "receiver": "Mul_721", + "sender_port": "_720", + "receiver_port": "_720" + }, + "Mul_721_Slice_722": { + "sender": "Mul_721", + "receiver": "Slice_722", + "sender_port": "_721", + "receiver_port": "_721" + }, + "Slice_722_Conv_1414": { + "sender": "Slice_722", + "receiver": "Conv_1414", + "sender_port": "_722", + "receiver_port": "_722" + }, + "Conv_1414_Relu_725": { + "sender": "Conv_1414", + "receiver": "Relu_725", + "sender_port": "_1414", + "receiver_port": "_1414" + }, + "Relu_725_Conv_1417": { + "sender": "Relu_725", + "receiver": "Conv_1417", + "sender_port": "_725", + "receiver_port": "_725" + }, + "Conv_1417_Conv_1420": { + "sender": "Conv_1417", + "receiver": "Conv_1420", + "sender_port": "_1417", + "receiver_port": "_1417" + }, + "Conv_1420_Relu_730": { + "sender": "Conv_1420", + "receiver": "Relu_730", + "sender_port": "_1420", + "receiver_port": "_1420" + }, + "Relu_730_Concat_731": { + "sender": "Relu_730", + "receiver": "Concat_731", + "sender_port": "_730", + "receiver_port": "_730" + }, + "Concat_731_Shape_732": { + "sender": "Concat_731", + "receiver": "Shape_732", + "sender_port": "_731", + "receiver_port": "_731" + }, + "Concat_731_Shape_735": { + "sender": "Concat_731", + "receiver": "Shape_735", + "sender_port": "_731", + "receiver_port": "_731" + }, + "Concat_731_Shape_738": { + "sender": "Concat_731", + "receiver": "Shape_738", + "sender_port": "_731", + "receiver_port": "_731" + }, + "Concat_731_Shape_741": { + "sender": "Concat_731", + "receiver": "Shape_741", + "sender_port": "_731", + "receiver_port": "_731" + }, + "Concat_731_Reshape_760": { + "sender": "Concat_731", + "receiver": "Reshape_760", + "sender_port": "_731", + "receiver_port": "_731" + }, + "Shape_732_Gather_734": { + "sender": "Shape_732", + "receiver": "Gather_734", + "sender_port": "_732", + "receiver_port": "_732" + }, + "Constant_733_Gather_734": { + "sender": "Constant_733", + "receiver": "Gather_734", + "sender_port": "_733", + "receiver_port": "_733" + }, + "Gather_734_Unsqueeze_750": { + "sender": "Gather_734", + "receiver": "Unsqueeze_750", + "sender_port": "_734", + "receiver_port": "_734" + }, + "Gather_734_Unsqueeze_764": { + "sender": "Gather_734", + "receiver": "Unsqueeze_764", + "sender_port": "_734", + "receiver_port": "_734" + }, + "Shape_735_Gather_737": { + "sender": "Shape_735", + "receiver": "Gather_737", + "sender_port": "_735", + "receiver_port": "_735" + }, + "Constant_736_Gather_737": { + "sender": "Constant_736", + "receiver": "Gather_737", + "sender_port": "_736", + "receiver_port": "_736" + }, + "Gather_737_Div_745": { + "sender": "Gather_737", + "receiver": "Div_745", + "sender_port": "_737", + "receiver_port": "_737" + }, + "Shape_738_Gather_740": { + "sender": "Shape_738", + "receiver": "Gather_740", + "sender_port": "_738", + "receiver_port": "_738" + }, + "Constant_739_Gather_740": { + "sender": "Constant_739", + "receiver": "Gather_740", + "sender_port": "_739", + "receiver_port": "_739" + }, + "Gather_740_Unsqueeze_756": { + "sender": "Gather_740", + "receiver": "Unsqueeze_756", + "sender_port": "_740", + "receiver_port": "_740" + }, + "Gather_740_Unsqueeze_768": { + "sender": "Gather_740", + "receiver": "Unsqueeze_768", + "sender_port": "_740", + "receiver_port": "_740" + }, + "Shape_741_Gather_743": { + "sender": "Shape_741", + "receiver": "Gather_743", + "sender_port": "_741", + "receiver_port": "_741" + }, + "Constant_742_Gather_743": { + "sender": "Constant_742", + "receiver": "Gather_743", + "sender_port": "_742", + "receiver_port": "_742" + }, + "Gather_743_Unsqueeze_758": { + "sender": "Gather_743", + "receiver": "Unsqueeze_758", + "sender_port": "_743", + "receiver_port": "_743" + }, + "Gather_743_Unsqueeze_770": { + "sender": "Gather_743", + "receiver": "Unsqueeze_770", + "sender_port": "_743", + "receiver_port": "_743" + }, + "Constant_744_Div_745": { + "sender": "Constant_744", + "receiver": "Div_745", + "sender_port": "_744", + "receiver_port": "_744" + }, + "Div_745_Cast_746": { + "sender": "Div_745", + "receiver": "Cast_746", + "sender_port": "_745", + "receiver_port": "_745" + }, + "Cast_746_Cast_747": { + "sender": "Cast_746", + "receiver": "Cast_747", + "sender_port": "_746", + "receiver_port": "_746" + }, + "Cast_747_Unsqueeze_754": { + "sender": "Cast_747", + "receiver": "Unsqueeze_754", + "sender_port": "_747", + "receiver_port": "_747" + }, + "Constant_748_Unsqueeze_752": { + "sender": "Constant_748", + "receiver": "Unsqueeze_752", + "sender_port": "_748", + "receiver_port": "_748" + }, + "Constant_749_Unsqueeze_750": { + "sender": "Constant_749", + "receiver": "Unsqueeze_750", + "sender_port": "_749", + "receiver_port": "_749" + }, + "Unsqueeze_750_Concat_759": { + "sender": "Unsqueeze_750", + "receiver": "Concat_759", + "sender_port": "_750", + "receiver_port": "_750" + }, + "Constant_751_Unsqueeze_752": { + "sender": "Constant_751", + "receiver": "Unsqueeze_752", + "sender_port": "_751", + "receiver_port": "_751" + }, + "Unsqueeze_752_Concat_759": { + "sender": "Unsqueeze_752", + "receiver": "Concat_759", + "sender_port": "_752", + "receiver_port": "_752" + }, + "Constant_753_Unsqueeze_754": { + "sender": "Constant_753", + "receiver": "Unsqueeze_754", + "sender_port": "_753", + "receiver_port": "_753" + }, + "Unsqueeze_754_Concat_759": { + "sender": "Unsqueeze_754", + "receiver": "Concat_759", + "sender_port": "_754", + "receiver_port": "_754" + }, + "Constant_755_Unsqueeze_756": { + "sender": "Constant_755", + "receiver": "Unsqueeze_756", + "sender_port": "_755", + "receiver_port": "_755" + }, + "Unsqueeze_756_Concat_759": { + "sender": "Unsqueeze_756", + "receiver": "Concat_759", + "sender_port": "_756", + "receiver_port": "_756" + }, + "Constant_757_Unsqueeze_758": { + "sender": "Constant_757", + "receiver": "Unsqueeze_758", + "sender_port": "_757", + "receiver_port": "_757" + }, + "Unsqueeze_758_Concat_759": { + "sender": "Unsqueeze_758", + "receiver": "Concat_759", + "sender_port": "_758", + "receiver_port": "_758" + }, + "Concat_759_Reshape_760": { + "sender": "Concat_759", + "receiver": "Reshape_760", + "sender_port": "_759", + "receiver_port": "_759" + }, + "Reshape_760_Transpose_761": { + "sender": "Reshape_760", + "receiver": "Transpose_761", + "sender_port": "_760", + "receiver_port": "_760" + }, + "Transpose_761_Reshape_772": { + "sender": "Transpose_761", + "receiver": "Reshape_772", + "sender_port": "_761", + "receiver_port": "_761" + }, + "Constant_762_Unsqueeze_766": { + "sender": "Constant_762", + "receiver": "Unsqueeze_766", + "sender_port": "_762", + "receiver_port": "_762" + }, + "Constant_763_Unsqueeze_764": { + "sender": "Constant_763", + "receiver": "Unsqueeze_764", + "sender_port": "_763", + "receiver_port": "_763" + }, + "Unsqueeze_764_Concat_771": { + "sender": "Unsqueeze_764", + "receiver": "Concat_771", + "sender_port": "_764", + "receiver_port": "_764" + }, + "Constant_765_Unsqueeze_766": { + "sender": "Constant_765", + "receiver": "Unsqueeze_766", + "sender_port": "_765", + "receiver_port": "_765" + }, + "Unsqueeze_766_Concat_771": { + "sender": "Unsqueeze_766", + "receiver": "Concat_771", + "sender_port": "_766", + "receiver_port": "_766" + }, + "Constant_767_Unsqueeze_768": { + "sender": "Constant_767", + "receiver": "Unsqueeze_768", + "sender_port": "_767", + "receiver_port": "_767" + }, + "Unsqueeze_768_Concat_771": { + "sender": "Unsqueeze_768", + "receiver": "Concat_771", + "sender_port": "_768", + "receiver_port": "_768" + }, + "Constant_769_Unsqueeze_770": { + "sender": "Constant_769", + "receiver": "Unsqueeze_770", + "sender_port": "_769", + "receiver_port": "_769" + }, + "Unsqueeze_770_Concat_771": { + "sender": "Unsqueeze_770", + "receiver": "Concat_771", + "sender_port": "_770", + "receiver_port": "_770" + }, + "Concat_771_Reshape_772": { + "sender": "Concat_771", + "receiver": "Reshape_772", + "sender_port": "_771", + "receiver_port": "_771" + }, + "Reshape_772_Shape_773": { + "sender": "Reshape_772", + "receiver": "Shape_773", + "sender_port": "_772", + "receiver_port": "_772" + }, + "Reshape_772_Slice_783": { + "sender": "Reshape_772", + "receiver": "Slice_783", + "sender_port": "_772", + "receiver_port": "_772" + }, + "Reshape_772_Slice_786": { + "sender": "Reshape_772", + "receiver": "Slice_786", + "sender_port": "_772", + "receiver_port": "_772" + }, + "Shape_773_Gather_775": { + "sender": "Shape_773", + "receiver": "Gather_775", + "sender_port": "_773", + "receiver_port": "_773" + }, + "Constant_774_Gather_775": { + "sender": "Constant_774", + "receiver": "Gather_775", + "sender_port": "_774", + "receiver_port": "_774" + }, + "Constant_774_Slice_783": { + "sender": "Constant_774", + "receiver": "Slice_783", + "sender_port": "_774", + "receiver_port": "_774" + }, + "Constant_774_Slice_786": { + "sender": "Constant_774", + "receiver": "Slice_786", + "sender_port": "_774", + "receiver_port": "_774" + }, + "Gather_775_Add_778": { + "sender": "Gather_775", + "receiver": "Add_778", + "sender_port": "_775", + "receiver_port": "_775" + }, + "Constant_776_Slice_783": { + "sender": "Constant_776", + "receiver": "Slice_783", + "sender_port": "_776", + "receiver_port": "_776" + }, + "Constant_777_Add_778": { + "sender": "Constant_777", + "receiver": "Add_778", + "sender_port": "_777", + "receiver_port": "_777" + }, + "Add_778_Div_780": { + "sender": "Add_778", + "receiver": "Div_780", + "sender_port": "_778", + "receiver_port": "_778" + }, + "Constant_779_Div_780": { + "sender": "Constant_779", + "receiver": "Div_780", + "sender_port": "_779", + "receiver_port": "_779" + }, + "Div_780_Mul_782": { + "sender": "Div_780", + "receiver": "Mul_782", + "sender_port": "_780", + "receiver_port": "_780" + }, + "Div_780_Mul_785": { + "sender": "Div_780", + "receiver": "Mul_785", + "sender_port": "_780", + "receiver_port": "_780" + }, + "Constant_781_Mul_782": { + "sender": "Constant_781", + "receiver": "Mul_782", + "sender_port": "_781", + "receiver_port": "_781" + }, + "Mul_782_Slice_783": { + "sender": "Mul_782", + "receiver": "Slice_783", + "sender_port": "_782", + "receiver_port": "_782" + }, + "Mul_782_Slice_786": { + "sender": "Mul_782", + "receiver": "Slice_786", + "sender_port": "_782", + "receiver_port": "_782" + }, + "Slice_783_Concat_795": { + "sender": "Slice_783", + "receiver": "Concat_795", + "sender_port": "_783", + "receiver_port": "_783" + }, + "Constant_784_Mul_785": { + "sender": "Constant_784", + "receiver": "Mul_785", + "sender_port": "_784", + "receiver_port": "_784" + }, + "Mul_785_Slice_786": { + "sender": "Mul_785", + "receiver": "Slice_786", + "sender_port": "_785", + "receiver_port": "_785" + }, + "Slice_786_Conv_1423": { + "sender": "Slice_786", + "receiver": "Conv_1423", + "sender_port": "_786", + "receiver_port": "_786" + }, + "Conv_1423_Relu_789": { + "sender": "Conv_1423", + "receiver": "Relu_789", + "sender_port": "_1423", + "receiver_port": "_1423" + }, + "Relu_789_Conv_1426": { + "sender": "Relu_789", + "receiver": "Conv_1426", + "sender_port": "_789", + "receiver_port": "_789" + }, + "Conv_1426_Conv_1429": { + "sender": "Conv_1426", + "receiver": "Conv_1429", + "sender_port": "_1426", + "receiver_port": "_1426" + }, + "Conv_1429_Relu_794": { + "sender": "Conv_1429", + "receiver": "Relu_794", + "sender_port": "_1429", + "receiver_port": "_1429" + }, + "Relu_794_Concat_795": { + "sender": "Relu_794", + "receiver": "Concat_795", + "sender_port": "_794", + "receiver_port": "_794" + }, + "Concat_795_Shape_796": { + "sender": "Concat_795", + "receiver": "Shape_796", + "sender_port": "_795", + "receiver_port": "_795" + }, + "Concat_795_Shape_799": { + "sender": "Concat_795", + "receiver": "Shape_799", + "sender_port": "_795", + "receiver_port": "_795" + }, + "Concat_795_Shape_802": { + "sender": "Concat_795", + "receiver": "Shape_802", + "sender_port": "_795", + "receiver_port": "_795" + }, + "Concat_795_Shape_805": { + "sender": "Concat_795", + "receiver": "Shape_805", + "sender_port": "_795", + "receiver_port": "_795" + }, + "Concat_795_Reshape_824": { + "sender": "Concat_795", + "receiver": "Reshape_824", + "sender_port": "_795", + "receiver_port": "_795" + }, + "Shape_796_Gather_798": { + "sender": "Shape_796", + "receiver": "Gather_798", + "sender_port": "_796", + "receiver_port": "_796" + }, + "Constant_797_Gather_798": { + "sender": "Constant_797", + "receiver": "Gather_798", + "sender_port": "_797", + "receiver_port": "_797" + }, + "Gather_798_Unsqueeze_814": { + "sender": "Gather_798", + "receiver": "Unsqueeze_814", + "sender_port": "_798", + "receiver_port": "_798" + }, + "Gather_798_Unsqueeze_828": { + "sender": "Gather_798", + "receiver": "Unsqueeze_828", + "sender_port": "_798", + "receiver_port": "_798" + }, + "Shape_799_Gather_801": { + "sender": "Shape_799", + "receiver": "Gather_801", + "sender_port": "_799", + "receiver_port": "_799" + }, + "Constant_800_Gather_801": { + "sender": "Constant_800", + "receiver": "Gather_801", + "sender_port": "_800", + "receiver_port": "_800" + }, + "Gather_801_Div_809": { + "sender": "Gather_801", + "receiver": "Div_809", + "sender_port": "_801", + "receiver_port": "_801" + }, + "Shape_802_Gather_804": { + "sender": "Shape_802", + "receiver": "Gather_804", + "sender_port": "_802", + "receiver_port": "_802" + }, + "Constant_803_Gather_804": { + "sender": "Constant_803", + "receiver": "Gather_804", + "sender_port": "_803", + "receiver_port": "_803" + }, + "Gather_804_Unsqueeze_820": { + "sender": "Gather_804", + "receiver": "Unsqueeze_820", + "sender_port": "_804", + "receiver_port": "_804" + }, + "Gather_804_Unsqueeze_832": { + "sender": "Gather_804", + "receiver": "Unsqueeze_832", + "sender_port": "_804", + "receiver_port": "_804" + }, + "Shape_805_Gather_807": { + "sender": "Shape_805", + "receiver": "Gather_807", + "sender_port": "_805", + "receiver_port": "_805" + }, + "Constant_806_Gather_807": { + "sender": "Constant_806", + "receiver": "Gather_807", + "sender_port": "_806", + "receiver_port": "_806" + }, + "Gather_807_Unsqueeze_822": { + "sender": "Gather_807", + "receiver": "Unsqueeze_822", + "sender_port": "_807", + "receiver_port": "_807" + }, + "Gather_807_Unsqueeze_834": { + "sender": "Gather_807", + "receiver": "Unsqueeze_834", + "sender_port": "_807", + "receiver_port": "_807" + }, + "Constant_808_Div_809": { + "sender": "Constant_808", + "receiver": "Div_809", + "sender_port": "_808", + "receiver_port": "_808" + }, + "Div_809_Cast_810": { + "sender": "Div_809", + "receiver": "Cast_810", + "sender_port": "_809", + "receiver_port": "_809" + }, + "Cast_810_Cast_811": { + "sender": "Cast_810", + "receiver": "Cast_811", + "sender_port": "_810", + "receiver_port": "_810" + }, + "Cast_811_Unsqueeze_818": { + "sender": "Cast_811", + "receiver": "Unsqueeze_818", + "sender_port": "_811", + "receiver_port": "_811" + }, + "Constant_812_Unsqueeze_816": { + "sender": "Constant_812", + "receiver": "Unsqueeze_816", + "sender_port": "_812", + "receiver_port": "_812" + }, + "Constant_813_Unsqueeze_814": { + "sender": "Constant_813", + "receiver": "Unsqueeze_814", + "sender_port": "_813", + "receiver_port": "_813" + }, + "Unsqueeze_814_Concat_823": { + "sender": "Unsqueeze_814", + "receiver": "Concat_823", + "sender_port": "_814", + "receiver_port": "_814" + }, + "Constant_815_Unsqueeze_816": { + "sender": "Constant_815", + "receiver": "Unsqueeze_816", + "sender_port": "_815", + "receiver_port": "_815" + }, + "Unsqueeze_816_Concat_823": { + "sender": "Unsqueeze_816", + "receiver": "Concat_823", + "sender_port": "_816", + "receiver_port": "_816" + }, + "Constant_817_Unsqueeze_818": { + "sender": "Constant_817", + "receiver": "Unsqueeze_818", + "sender_port": "_817", + "receiver_port": "_817" + }, + "Unsqueeze_818_Concat_823": { + "sender": "Unsqueeze_818", + "receiver": "Concat_823", + "sender_port": "_818", + "receiver_port": "_818" + }, + "Constant_819_Unsqueeze_820": { + "sender": "Constant_819", + "receiver": "Unsqueeze_820", + "sender_port": "_819", + "receiver_port": "_819" + }, + "Unsqueeze_820_Concat_823": { + "sender": "Unsqueeze_820", + "receiver": "Concat_823", + "sender_port": "_820", + "receiver_port": "_820" + }, + "Constant_821_Unsqueeze_822": { + "sender": "Constant_821", + "receiver": "Unsqueeze_822", + "sender_port": "_821", + "receiver_port": "_821" + }, + "Unsqueeze_822_Concat_823": { + "sender": "Unsqueeze_822", + "receiver": "Concat_823", + "sender_port": "_822", + "receiver_port": "_822" + }, + "Concat_823_Reshape_824": { + "sender": "Concat_823", + "receiver": "Reshape_824", + "sender_port": "_823", + "receiver_port": "_823" + }, + "Reshape_824_Transpose_825": { + "sender": "Reshape_824", + "receiver": "Transpose_825", + "sender_port": "_824", + "receiver_port": "_824" + }, + "Transpose_825_Reshape_836": { + "sender": "Transpose_825", + "receiver": "Reshape_836", + "sender_port": "_825", + "receiver_port": "_825" + }, + "Constant_826_Unsqueeze_830": { + "sender": "Constant_826", + "receiver": "Unsqueeze_830", + "sender_port": "_826", + "receiver_port": "_826" + }, + "Constant_827_Unsqueeze_828": { + "sender": "Constant_827", + "receiver": "Unsqueeze_828", + "sender_port": "_827", + "receiver_port": "_827" + }, + "Unsqueeze_828_Concat_835": { + "sender": "Unsqueeze_828", + "receiver": "Concat_835", + "sender_port": "_828", + "receiver_port": "_828" + }, + "Constant_829_Unsqueeze_830": { + "sender": "Constant_829", + "receiver": "Unsqueeze_830", + "sender_port": "_829", + "receiver_port": "_829" + }, + "Unsqueeze_830_Concat_835": { + "sender": "Unsqueeze_830", + "receiver": "Concat_835", + "sender_port": "_830", + "receiver_port": "_830" + }, + "Constant_831_Unsqueeze_832": { + "sender": "Constant_831", + "receiver": "Unsqueeze_832", + "sender_port": "_831", + "receiver_port": "_831" + }, + "Unsqueeze_832_Concat_835": { + "sender": "Unsqueeze_832", + "receiver": "Concat_835", + "sender_port": "_832", + "receiver_port": "_832" + }, + "Constant_833_Unsqueeze_834": { + "sender": "Constant_833", + "receiver": "Unsqueeze_834", + "sender_port": "_833", + "receiver_port": "_833" + }, + "Unsqueeze_834_Concat_835": { + "sender": "Unsqueeze_834", + "receiver": "Concat_835", + "sender_port": "_834", + "receiver_port": "_834" + }, + "Concat_835_Reshape_836": { + "sender": "Concat_835", + "receiver": "Reshape_836", + "sender_port": "_835", + "receiver_port": "_835" + }, + "Reshape_836_Shape_837": { + "sender": "Reshape_836", + "receiver": "Shape_837", + "sender_port": "_836", + "receiver_port": "_836" + }, + "Reshape_836_Slice_847": { + "sender": "Reshape_836", + "receiver": "Slice_847", + "sender_port": "_836", + "receiver_port": "_836" + }, + "Reshape_836_Slice_850": { + "sender": "Reshape_836", + "receiver": "Slice_850", + "sender_port": "_836", + "receiver_port": "_836" + }, + "Shape_837_Gather_839": { + "sender": "Shape_837", + "receiver": "Gather_839", + "sender_port": "_837", + "receiver_port": "_837" + }, + "Constant_838_Gather_839": { + "sender": "Constant_838", + "receiver": "Gather_839", + "sender_port": "_838", + "receiver_port": "_838" + }, + "Constant_838_Slice_847": { + "sender": "Constant_838", + "receiver": "Slice_847", + "sender_port": "_838", + "receiver_port": "_838" + }, + "Constant_838_Slice_850": { + "sender": "Constant_838", + "receiver": "Slice_850", + "sender_port": "_838", + "receiver_port": "_838" + }, + "Gather_839_Add_842": { + "sender": "Gather_839", + "receiver": "Add_842", + "sender_port": "_839", + "receiver_port": "_839" + }, + "Constant_840_Slice_847": { + "sender": "Constant_840", + "receiver": "Slice_847", + "sender_port": "_840", + "receiver_port": "_840" + }, + "Constant_841_Add_842": { + "sender": "Constant_841", + "receiver": "Add_842", + "sender_port": "_841", + "receiver_port": "_841" + }, + "Add_842_Div_844": { + "sender": "Add_842", + "receiver": "Div_844", + "sender_port": "_842", + "receiver_port": "_842" + }, + "Constant_843_Div_844": { + "sender": "Constant_843", + "receiver": "Div_844", + "sender_port": "_843", + "receiver_port": "_843" + }, + "Div_844_Mul_846": { + "sender": "Div_844", + "receiver": "Mul_846", + "sender_port": "_844", + "receiver_port": "_844" + }, + "Div_844_Mul_849": { + "sender": "Div_844", + "receiver": "Mul_849", + "sender_port": "_844", + "receiver_port": "_844" + }, + "Constant_845_Mul_846": { + "sender": "Constant_845", + "receiver": "Mul_846", + "sender_port": "_845", + "receiver_port": "_845" + }, + "Mul_846_Slice_847": { + "sender": "Mul_846", + "receiver": "Slice_847", + "sender_port": "_846", + "receiver_port": "_846" + }, + "Mul_846_Slice_850": { + "sender": "Mul_846", + "receiver": "Slice_850", + "sender_port": "_846", + "receiver_port": "_846" + }, + "Slice_847_Concat_859": { + "sender": "Slice_847", + "receiver": "Concat_859", + "sender_port": "_847", + "receiver_port": "_847" + }, + "Constant_848_Mul_849": { + "sender": "Constant_848", + "receiver": "Mul_849", + "sender_port": "_848", + "receiver_port": "_848" + }, + "Mul_849_Slice_850": { + "sender": "Mul_849", + "receiver": "Slice_850", + "sender_port": "_849", + "receiver_port": "_849" + }, + "Slice_850_Conv_1432": { + "sender": "Slice_850", + "receiver": "Conv_1432", + "sender_port": "_850", + "receiver_port": "_850" + }, + "Conv_1432_Relu_853": { + "sender": "Conv_1432", + "receiver": "Relu_853", + "sender_port": "_1432", + "receiver_port": "_1432" + }, + "Relu_853_Conv_1435": { + "sender": "Relu_853", + "receiver": "Conv_1435", + "sender_port": "_853", + "receiver_port": "_853" + }, + "Conv_1435_Conv_1438": { + "sender": "Conv_1435", + "receiver": "Conv_1438", + "sender_port": "_1435", + "receiver_port": "_1435" + }, + "Conv_1438_Relu_858": { + "sender": "Conv_1438", + "receiver": "Relu_858", + "sender_port": "_1438", + "receiver_port": "_1438" + }, + "Relu_858_Concat_859": { + "sender": "Relu_858", + "receiver": "Concat_859", + "sender_port": "_858", + "receiver_port": "_858" + }, + "Concat_859_Shape_860": { + "sender": "Concat_859", + "receiver": "Shape_860", + "sender_port": "_859", + "receiver_port": "_859" + }, + "Concat_859_Shape_863": { + "sender": "Concat_859", + "receiver": "Shape_863", + "sender_port": "_859", + "receiver_port": "_859" + }, + "Concat_859_Shape_866": { + "sender": "Concat_859", + "receiver": "Shape_866", + "sender_port": "_859", + "receiver_port": "_859" + }, + "Concat_859_Shape_869": { + "sender": "Concat_859", + "receiver": "Shape_869", + "sender_port": "_859", + "receiver_port": "_859" + }, + "Concat_859_Reshape_888": { + "sender": "Concat_859", + "receiver": "Reshape_888", + "sender_port": "_859", + "receiver_port": "_859" + }, + "Shape_860_Gather_862": { + "sender": "Shape_860", + "receiver": "Gather_862", + "sender_port": "_860", + "receiver_port": "_860" + }, + "Constant_861_Gather_862": { + "sender": "Constant_861", + "receiver": "Gather_862", + "sender_port": "_861", + "receiver_port": "_861" + }, + "Gather_862_Unsqueeze_878": { + "sender": "Gather_862", + "receiver": "Unsqueeze_878", + "sender_port": "_862", + "receiver_port": "_862" + }, + "Gather_862_Unsqueeze_892": { + "sender": "Gather_862", + "receiver": "Unsqueeze_892", + "sender_port": "_862", + "receiver_port": "_862" + }, + "Shape_863_Gather_865": { + "sender": "Shape_863", + "receiver": "Gather_865", + "sender_port": "_863", + "receiver_port": "_863" + }, + "Constant_864_Gather_865": { + "sender": "Constant_864", + "receiver": "Gather_865", + "sender_port": "_864", + "receiver_port": "_864" + }, + "Gather_865_Div_873": { + "sender": "Gather_865", + "receiver": "Div_873", + "sender_port": "_865", + "receiver_port": "_865" + }, + "Shape_866_Gather_868": { + "sender": "Shape_866", + "receiver": "Gather_868", + "sender_port": "_866", + "receiver_port": "_866" + }, + "Constant_867_Gather_868": { + "sender": "Constant_867", + "receiver": "Gather_868", + "sender_port": "_867", + "receiver_port": "_867" + }, + "Gather_868_Unsqueeze_884": { + "sender": "Gather_868", + "receiver": "Unsqueeze_884", + "sender_port": "_868", + "receiver_port": "_868" + }, + "Gather_868_Unsqueeze_896": { + "sender": "Gather_868", + "receiver": "Unsqueeze_896", + "sender_port": "_868", + "receiver_port": "_868" + }, + "Shape_869_Gather_871": { + "sender": "Shape_869", + "receiver": "Gather_871", + "sender_port": "_869", + "receiver_port": "_869" + }, + "Constant_870_Gather_871": { + "sender": "Constant_870", + "receiver": "Gather_871", + "sender_port": "_870", + "receiver_port": "_870" + }, + "Gather_871_Unsqueeze_886": { + "sender": "Gather_871", + "receiver": "Unsqueeze_886", + "sender_port": "_871", + "receiver_port": "_871" + }, + "Gather_871_Unsqueeze_898": { + "sender": "Gather_871", + "receiver": "Unsqueeze_898", + "sender_port": "_871", + "receiver_port": "_871" + }, + "Constant_872_Div_873": { + "sender": "Constant_872", + "receiver": "Div_873", + "sender_port": "_872", + "receiver_port": "_872" + }, + "Div_873_Cast_874": { + "sender": "Div_873", + "receiver": "Cast_874", + "sender_port": "_873", + "receiver_port": "_873" + }, + "Cast_874_Cast_875": { + "sender": "Cast_874", + "receiver": "Cast_875", + "sender_port": "_874", + "receiver_port": "_874" + }, + "Cast_875_Unsqueeze_882": { + "sender": "Cast_875", + "receiver": "Unsqueeze_882", + "sender_port": "_875", + "receiver_port": "_875" + }, + "Constant_876_Unsqueeze_880": { + "sender": "Constant_876", + "receiver": "Unsqueeze_880", + "sender_port": "_876", + "receiver_port": "_876" + }, + "Constant_877_Unsqueeze_878": { + "sender": "Constant_877", + "receiver": "Unsqueeze_878", + "sender_port": "_877", + "receiver_port": "_877" + }, + "Unsqueeze_878_Concat_887": { + "sender": "Unsqueeze_878", + "receiver": "Concat_887", + "sender_port": "_878", + "receiver_port": "_878" + }, + "Constant_879_Unsqueeze_880": { + "sender": "Constant_879", + "receiver": "Unsqueeze_880", + "sender_port": "_879", + "receiver_port": "_879" + }, + "Unsqueeze_880_Concat_887": { + "sender": "Unsqueeze_880", + "receiver": "Concat_887", + "sender_port": "_880", + "receiver_port": "_880" + }, + "Constant_881_Unsqueeze_882": { + "sender": "Constant_881", + "receiver": "Unsqueeze_882", + "sender_port": "_881", + "receiver_port": "_881" + }, + "Unsqueeze_882_Concat_887": { + "sender": "Unsqueeze_882", + "receiver": "Concat_887", + "sender_port": "_882", + "receiver_port": "_882" + }, + "Constant_883_Unsqueeze_884": { + "sender": "Constant_883", + "receiver": "Unsqueeze_884", + "sender_port": "_883", + "receiver_port": "_883" + }, + "Unsqueeze_884_Concat_887": { + "sender": "Unsqueeze_884", + "receiver": "Concat_887", + "sender_port": "_884", + "receiver_port": "_884" + }, + "Constant_885_Unsqueeze_886": { + "sender": "Constant_885", + "receiver": "Unsqueeze_886", + "sender_port": "_885", + "receiver_port": "_885" + }, + "Unsqueeze_886_Concat_887": { + "sender": "Unsqueeze_886", + "receiver": "Concat_887", + "sender_port": "_886", + "receiver_port": "_886" + }, + "Concat_887_Reshape_888": { + "sender": "Concat_887", + "receiver": "Reshape_888", + "sender_port": "_887", + "receiver_port": "_887" + }, + "Reshape_888_Transpose_889": { + "sender": "Reshape_888", + "receiver": "Transpose_889", + "sender_port": "_888", + "receiver_port": "_888" + }, + "Transpose_889_Reshape_900": { + "sender": "Transpose_889", + "receiver": "Reshape_900", + "sender_port": "_889", + "receiver_port": "_889" + }, + "Constant_890_Unsqueeze_894": { + "sender": "Constant_890", + "receiver": "Unsqueeze_894", + "sender_port": "_890", + "receiver_port": "_890" + }, + "Constant_891_Unsqueeze_892": { + "sender": "Constant_891", + "receiver": "Unsqueeze_892", + "sender_port": "_891", + "receiver_port": "_891" + }, + "Unsqueeze_892_Concat_899": { + "sender": "Unsqueeze_892", + "receiver": "Concat_899", + "sender_port": "_892", + "receiver_port": "_892" + }, + "Constant_893_Unsqueeze_894": { + "sender": "Constant_893", + "receiver": "Unsqueeze_894", + "sender_port": "_893", + "receiver_port": "_893" + }, + "Unsqueeze_894_Concat_899": { + "sender": "Unsqueeze_894", + "receiver": "Concat_899", + "sender_port": "_894", + "receiver_port": "_894" + }, + "Constant_895_Unsqueeze_896": { + "sender": "Constant_895", + "receiver": "Unsqueeze_896", + "sender_port": "_895", + "receiver_port": "_895" + }, + "Unsqueeze_896_Concat_899": { + "sender": "Unsqueeze_896", + "receiver": "Concat_899", + "sender_port": "_896", + "receiver_port": "_896" + }, + "Constant_897_Unsqueeze_898": { + "sender": "Constant_897", + "receiver": "Unsqueeze_898", + "sender_port": "_897", + "receiver_port": "_897" + }, + "Unsqueeze_898_Concat_899": { + "sender": "Unsqueeze_898", + "receiver": "Concat_899", + "sender_port": "_898", + "receiver_port": "_898" + }, + "Concat_899_Reshape_900": { + "sender": "Concat_899", + "receiver": "Reshape_900", + "sender_port": "_899", + "receiver_port": "_899" + }, + "Reshape_900_Shape_901": { + "sender": "Reshape_900", + "receiver": "Shape_901", + "sender_port": "_900", + "receiver_port": "_900" + }, + "Reshape_900_Slice_911": { + "sender": "Reshape_900", + "receiver": "Slice_911", + "sender_port": "_900", + "receiver_port": "_900" + }, + "Reshape_900_Slice_914": { + "sender": "Reshape_900", + "receiver": "Slice_914", + "sender_port": "_900", + "receiver_port": "_900" + }, + "Shape_901_Gather_903": { + "sender": "Shape_901", + "receiver": "Gather_903", + "sender_port": "_901", + "receiver_port": "_901" + }, + "Constant_902_Gather_903": { + "sender": "Constant_902", + "receiver": "Gather_903", + "sender_port": "_902", + "receiver_port": "_902" + }, + "Constant_902_Slice_911": { + "sender": "Constant_902", + "receiver": "Slice_911", + "sender_port": "_902", + "receiver_port": "_902" + }, + "Constant_902_Slice_914": { + "sender": "Constant_902", + "receiver": "Slice_914", + "sender_port": "_902", + "receiver_port": "_902" + }, + "Gather_903_Add_906": { + "sender": "Gather_903", + "receiver": "Add_906", + "sender_port": "_903", + "receiver_port": "_903" + }, + "Constant_904_Slice_911": { + "sender": "Constant_904", + "receiver": "Slice_911", + "sender_port": "_904", + "receiver_port": "_904" + }, + "Constant_905_Add_906": { + "sender": "Constant_905", + "receiver": "Add_906", + "sender_port": "_905", + "receiver_port": "_905" + }, + "Add_906_Div_908": { + "sender": "Add_906", + "receiver": "Div_908", + "sender_port": "_906", + "receiver_port": "_906" + }, + "Constant_907_Div_908": { + "sender": "Constant_907", + "receiver": "Div_908", + "sender_port": "_907", + "receiver_port": "_907" + }, + "Div_908_Mul_910": { + "sender": "Div_908", + "receiver": "Mul_910", + "sender_port": "_908", + "receiver_port": "_908" + }, + "Div_908_Mul_913": { + "sender": "Div_908", + "receiver": "Mul_913", + "sender_port": "_908", + "receiver_port": "_908" + }, + "Constant_909_Mul_910": { + "sender": "Constant_909", + "receiver": "Mul_910", + "sender_port": "_909", + "receiver_port": "_909" + }, + "Mul_910_Slice_911": { + "sender": "Mul_910", + "receiver": "Slice_911", + "sender_port": "_910", + "receiver_port": "_910" + }, + "Mul_910_Slice_914": { + "sender": "Mul_910", + "receiver": "Slice_914", + "sender_port": "_910", + "receiver_port": "_910" + }, + "Slice_911_Concat_923": { + "sender": "Slice_911", + "receiver": "Concat_923", + "sender_port": "_911", + "receiver_port": "_911" + }, + "Constant_912_Mul_913": { + "sender": "Constant_912", + "receiver": "Mul_913", + "sender_port": "_912", + "receiver_port": "_912" + }, + "Mul_913_Slice_914": { + "sender": "Mul_913", + "receiver": "Slice_914", + "sender_port": "_913", + "receiver_port": "_913" + }, + "Slice_914_Conv_1441": { + "sender": "Slice_914", + "receiver": "Conv_1441", + "sender_port": "_914", + "receiver_port": "_914" + }, + "Conv_1441_Relu_917": { + "sender": "Conv_1441", + "receiver": "Relu_917", + "sender_port": "_1441", + "receiver_port": "_1441" + }, + "Relu_917_Conv_1444": { + "sender": "Relu_917", + "receiver": "Conv_1444", + "sender_port": "_917", + "receiver_port": "_917" + }, + "Conv_1444_Conv_1447": { + "sender": "Conv_1444", + "receiver": "Conv_1447", + "sender_port": "_1444", + "receiver_port": "_1444" + }, + "Conv_1447_Relu_922": { + "sender": "Conv_1447", + "receiver": "Relu_922", + "sender_port": "_1447", + "receiver_port": "_1447" + }, + "Relu_922_Concat_923": { + "sender": "Relu_922", + "receiver": "Concat_923", + "sender_port": "_922", + "receiver_port": "_922" + }, + "Concat_923_Shape_924": { + "sender": "Concat_923", + "receiver": "Shape_924", + "sender_port": "_923", + "receiver_port": "_923" + }, + "Concat_923_Shape_927": { + "sender": "Concat_923", + "receiver": "Shape_927", + "sender_port": "_923", + "receiver_port": "_923" + }, + "Concat_923_Shape_930": { + "sender": "Concat_923", + "receiver": "Shape_930", + "sender_port": "_923", + "receiver_port": "_923" + }, + "Concat_923_Shape_933": { + "sender": "Concat_923", + "receiver": "Shape_933", + "sender_port": "_923", + "receiver_port": "_923" + }, + "Concat_923_Reshape_952": { + "sender": "Concat_923", + "receiver": "Reshape_952", + "sender_port": "_923", + "receiver_port": "_923" + }, + "Shape_924_Gather_926": { + "sender": "Shape_924", + "receiver": "Gather_926", + "sender_port": "_924", + "receiver_port": "_924" + }, + "Constant_925_Gather_926": { + "sender": "Constant_925", + "receiver": "Gather_926", + "sender_port": "_925", + "receiver_port": "_925" + }, + "Gather_926_Unsqueeze_942": { + "sender": "Gather_926", + "receiver": "Unsqueeze_942", + "sender_port": "_926", + "receiver_port": "_926" + }, + "Gather_926_Unsqueeze_956": { + "sender": "Gather_926", + "receiver": "Unsqueeze_956", + "sender_port": "_926", + "receiver_port": "_926" + }, + "Shape_927_Gather_929": { + "sender": "Shape_927", + "receiver": "Gather_929", + "sender_port": "_927", + "receiver_port": "_927" + }, + "Constant_928_Gather_929": { + "sender": "Constant_928", + "receiver": "Gather_929", + "sender_port": "_928", + "receiver_port": "_928" + }, + "Gather_929_Div_937": { + "sender": "Gather_929", + "receiver": "Div_937", + "sender_port": "_929", + "receiver_port": "_929" + }, + "Shape_930_Gather_932": { + "sender": "Shape_930", + "receiver": "Gather_932", + "sender_port": "_930", + "receiver_port": "_930" + }, + "Constant_931_Gather_932": { + "sender": "Constant_931", + "receiver": "Gather_932", + "sender_port": "_931", + "receiver_port": "_931" + }, + "Gather_932_Unsqueeze_948": { + "sender": "Gather_932", + "receiver": "Unsqueeze_948", + "sender_port": "_932", + "receiver_port": "_932" + }, + "Gather_932_Unsqueeze_960": { + "sender": "Gather_932", + "receiver": "Unsqueeze_960", + "sender_port": "_932", + "receiver_port": "_932" + }, + "Shape_933_Gather_935": { + "sender": "Shape_933", + "receiver": "Gather_935", + "sender_port": "_933", + "receiver_port": "_933" + }, + "Constant_934_Gather_935": { + "sender": "Constant_934", + "receiver": "Gather_935", + "sender_port": "_934", + "receiver_port": "_934" + }, + "Gather_935_Unsqueeze_950": { + "sender": "Gather_935", + "receiver": "Unsqueeze_950", + "sender_port": "_935", + "receiver_port": "_935" + }, + "Gather_935_Unsqueeze_962": { + "sender": "Gather_935", + "receiver": "Unsqueeze_962", + "sender_port": "_935", + "receiver_port": "_935" + }, + "Constant_936_Div_937": { + "sender": "Constant_936", + "receiver": "Div_937", + "sender_port": "_936", + "receiver_port": "_936" + }, + "Div_937_Cast_938": { + "sender": "Div_937", + "receiver": "Cast_938", + "sender_port": "_937", + "receiver_port": "_937" + }, + "Cast_938_Cast_939": { + "sender": "Cast_938", + "receiver": "Cast_939", + "sender_port": "_938", + "receiver_port": "_938" + }, + "Cast_939_Unsqueeze_946": { + "sender": "Cast_939", + "receiver": "Unsqueeze_946", + "sender_port": "_939", + "receiver_port": "_939" + }, + "Constant_940_Unsqueeze_944": { + "sender": "Constant_940", + "receiver": "Unsqueeze_944", + "sender_port": "_940", + "receiver_port": "_940" + }, + "Constant_941_Unsqueeze_942": { + "sender": "Constant_941", + "receiver": "Unsqueeze_942", + "sender_port": "_941", + "receiver_port": "_941" + }, + "Unsqueeze_942_Concat_951": { + "sender": "Unsqueeze_942", + "receiver": "Concat_951", + "sender_port": "_942", + "receiver_port": "_942" + }, + "Constant_943_Unsqueeze_944": { + "sender": "Constant_943", + "receiver": "Unsqueeze_944", + "sender_port": "_943", + "receiver_port": "_943" + }, + "Unsqueeze_944_Concat_951": { + "sender": "Unsqueeze_944", + "receiver": "Concat_951", + "sender_port": "_944", + "receiver_port": "_944" + }, + "Constant_945_Unsqueeze_946": { + "sender": "Constant_945", + "receiver": "Unsqueeze_946", + "sender_port": "_945", + "receiver_port": "_945" + }, + "Unsqueeze_946_Concat_951": { + "sender": "Unsqueeze_946", + "receiver": "Concat_951", + "sender_port": "_946", + "receiver_port": "_946" + }, + "Constant_947_Unsqueeze_948": { + "sender": "Constant_947", + "receiver": "Unsqueeze_948", + "sender_port": "_947", + "receiver_port": "_947" + }, + "Unsqueeze_948_Concat_951": { + "sender": "Unsqueeze_948", + "receiver": "Concat_951", + "sender_port": "_948", + "receiver_port": "_948" + }, + "Constant_949_Unsqueeze_950": { + "sender": "Constant_949", + "receiver": "Unsqueeze_950", + "sender_port": "_949", + "receiver_port": "_949" + }, + "Unsqueeze_950_Concat_951": { + "sender": "Unsqueeze_950", + "receiver": "Concat_951", + "sender_port": "_950", + "receiver_port": "_950" + }, + "Concat_951_Reshape_952": { + "sender": "Concat_951", + "receiver": "Reshape_952", + "sender_port": "_951", + "receiver_port": "_951" + }, + "Reshape_952_Transpose_953": { + "sender": "Reshape_952", + "receiver": "Transpose_953", + "sender_port": "_952", + "receiver_port": "_952" + }, + "Transpose_953_Reshape_964": { + "sender": "Transpose_953", + "receiver": "Reshape_964", + "sender_port": "_953", + "receiver_port": "_953" + }, + "Constant_954_Unsqueeze_958": { + "sender": "Constant_954", + "receiver": "Unsqueeze_958", + "sender_port": "_954", + "receiver_port": "_954" + }, + "Constant_955_Unsqueeze_956": { + "sender": "Constant_955", + "receiver": "Unsqueeze_956", + "sender_port": "_955", + "receiver_port": "_955" + }, + "Unsqueeze_956_Concat_963": { + "sender": "Unsqueeze_956", + "receiver": "Concat_963", + "sender_port": "_956", + "receiver_port": "_956" + }, + "Constant_957_Unsqueeze_958": { + "sender": "Constant_957", + "receiver": "Unsqueeze_958", + "sender_port": "_957", + "receiver_port": "_957" + }, + "Unsqueeze_958_Concat_963": { + "sender": "Unsqueeze_958", + "receiver": "Concat_963", + "sender_port": "_958", + "receiver_port": "_958" + }, + "Constant_959_Unsqueeze_960": { + "sender": "Constant_959", + "receiver": "Unsqueeze_960", + "sender_port": "_959", + "receiver_port": "_959" + }, + "Unsqueeze_960_Concat_963": { + "sender": "Unsqueeze_960", + "receiver": "Concat_963", + "sender_port": "_960", + "receiver_port": "_960" + }, + "Constant_961_Unsqueeze_962": { + "sender": "Constant_961", + "receiver": "Unsqueeze_962", + "sender_port": "_961", + "receiver_port": "_961" + }, + "Unsqueeze_962_Concat_963": { + "sender": "Unsqueeze_962", + "receiver": "Concat_963", + "sender_port": "_962", + "receiver_port": "_962" + }, + "Concat_963_Reshape_964": { + "sender": "Concat_963", + "receiver": "Reshape_964", + "sender_port": "_963", + "receiver_port": "_963" + }, + "Reshape_964_Shape_965": { + "sender": "Reshape_964", + "receiver": "Shape_965", + "sender_port": "_964", + "receiver_port": "_964" + }, + "Reshape_964_Slice_975": { + "sender": "Reshape_964", + "receiver": "Slice_975", + "sender_port": "_964", + "receiver_port": "_964" + }, + "Reshape_964_Slice_978": { + "sender": "Reshape_964", + "receiver": "Slice_978", + "sender_port": "_964", + "receiver_port": "_964" + }, + "Shape_965_Gather_967": { + "sender": "Shape_965", + "receiver": "Gather_967", + "sender_port": "_965", + "receiver_port": "_965" + }, + "Constant_966_Gather_967": { + "sender": "Constant_966", + "receiver": "Gather_967", + "sender_port": "_966", + "receiver_port": "_966" + }, + "Constant_966_Slice_975": { + "sender": "Constant_966", + "receiver": "Slice_975", + "sender_port": "_966", + "receiver_port": "_966" + }, + "Constant_966_Slice_978": { + "sender": "Constant_966", + "receiver": "Slice_978", + "sender_port": "_966", + "receiver_port": "_966" + }, + "Gather_967_Add_970": { + "sender": "Gather_967", + "receiver": "Add_970", + "sender_port": "_967", + "receiver_port": "_967" + }, + "Constant_968_Slice_975": { + "sender": "Constant_968", + "receiver": "Slice_975", + "sender_port": "_968", + "receiver_port": "_968" + }, + "Constant_969_Add_970": { + "sender": "Constant_969", + "receiver": "Add_970", + "sender_port": "_969", + "receiver_port": "_969" + }, + "Add_970_Div_972": { + "sender": "Add_970", + "receiver": "Div_972", + "sender_port": "_970", + "receiver_port": "_970" + }, + "Constant_971_Div_972": { + "sender": "Constant_971", + "receiver": "Div_972", + "sender_port": "_971", + "receiver_port": "_971" + }, + "Div_972_Mul_974": { + "sender": "Div_972", + "receiver": "Mul_974", + "sender_port": "_972", + "receiver_port": "_972" + }, + "Div_972_Mul_977": { + "sender": "Div_972", + "receiver": "Mul_977", + "sender_port": "_972", + "receiver_port": "_972" + }, + "Constant_973_Mul_974": { + "sender": "Constant_973", + "receiver": "Mul_974", + "sender_port": "_973", + "receiver_port": "_973" + }, + "Mul_974_Slice_975": { + "sender": "Mul_974", + "receiver": "Slice_975", + "sender_port": "_974", + "receiver_port": "_974" + }, + "Mul_974_Slice_978": { + "sender": "Mul_974", + "receiver": "Slice_978", + "sender_port": "_974", + "receiver_port": "_974" + }, + "Slice_975_Concat_987": { + "sender": "Slice_975", + "receiver": "Concat_987", + "sender_port": "_975", + "receiver_port": "_975" + }, + "Constant_976_Mul_977": { + "sender": "Constant_976", + "receiver": "Mul_977", + "sender_port": "_976", + "receiver_port": "_976" + }, + "Mul_977_Slice_978": { + "sender": "Mul_977", + "receiver": "Slice_978", + "sender_port": "_977", + "receiver_port": "_977" + }, + "Slice_978_Conv_1450": { + "sender": "Slice_978", + "receiver": "Conv_1450", + "sender_port": "_978", + "receiver_port": "_978" + }, + "Conv_1450_Relu_981": { + "sender": "Conv_1450", + "receiver": "Relu_981", + "sender_port": "_1450", + "receiver_port": "_1450" + }, + "Relu_981_Conv_1453": { + "sender": "Relu_981", + "receiver": "Conv_1453", + "sender_port": "_981", + "receiver_port": "_981" + }, + "Conv_1453_Conv_1456": { + "sender": "Conv_1453", + "receiver": "Conv_1456", + "sender_port": "_1453", + "receiver_port": "_1453" + }, + "Conv_1456_Relu_986": { + "sender": "Conv_1456", + "receiver": "Relu_986", + "sender_port": "_1456", + "receiver_port": "_1456" + }, + "Relu_986_Concat_987": { + "sender": "Relu_986", + "receiver": "Concat_987", + "sender_port": "_986", + "receiver_port": "_986" + }, + "Concat_987_Shape_988": { + "sender": "Concat_987", + "receiver": "Shape_988", + "sender_port": "_987", + "receiver_port": "_987" + }, + "Concat_987_Shape_991": { + "sender": "Concat_987", + "receiver": "Shape_991", + "sender_port": "_987", + "receiver_port": "_987" + }, + "Concat_987_Shape_994": { + "sender": "Concat_987", + "receiver": "Shape_994", + "sender_port": "_987", + "receiver_port": "_987" + }, + "Concat_987_Shape_997": { + "sender": "Concat_987", + "receiver": "Shape_997", + "sender_port": "_987", + "receiver_port": "_987" + }, + "Concat_987_Reshape_1016": { + "sender": "Concat_987", + "receiver": "Reshape_1016", + "sender_port": "_987", + "receiver_port": "_987" + }, + "Shape_988_Gather_990": { + "sender": "Shape_988", + "receiver": "Gather_990", + "sender_port": "_988", + "receiver_port": "_988" + }, + "Constant_989_Gather_990": { + "sender": "Constant_989", + "receiver": "Gather_990", + "sender_port": "_989", + "receiver_port": "_989" + }, + "Gather_990_Unsqueeze_1006": { + "sender": "Gather_990", + "receiver": "Unsqueeze_1006", + "sender_port": "_990", + "receiver_port": "_990" + }, + "Gather_990_Unsqueeze_1020": { + "sender": "Gather_990", + "receiver": "Unsqueeze_1020", + "sender_port": "_990", + "receiver_port": "_990" + }, + "Shape_991_Gather_993": { + "sender": "Shape_991", + "receiver": "Gather_993", + "sender_port": "_991", + "receiver_port": "_991" + }, + "Constant_992_Gather_993": { + "sender": "Constant_992", + "receiver": "Gather_993", + "sender_port": "_992", + "receiver_port": "_992" + }, + "Gather_993_Div_1001": { + "sender": "Gather_993", + "receiver": "Div_1001", + "sender_port": "_993", + "receiver_port": "_993" + }, + "Shape_994_Gather_996": { + "sender": "Shape_994", + "receiver": "Gather_996", + "sender_port": "_994", + "receiver_port": "_994" + }, + "Constant_995_Gather_996": { + "sender": "Constant_995", + "receiver": "Gather_996", + "sender_port": "_995", + "receiver_port": "_995" + }, + "Gather_996_Unsqueeze_1012": { + "sender": "Gather_996", + "receiver": "Unsqueeze_1012", + "sender_port": "_996", + "receiver_port": "_996" + }, + "Gather_996_Unsqueeze_1024": { + "sender": "Gather_996", + "receiver": "Unsqueeze_1024", + "sender_port": "_996", + "receiver_port": "_996" + }, + "Shape_997_Gather_999": { + "sender": "Shape_997", + "receiver": "Gather_999", + "sender_port": "_997", + "receiver_port": "_997" + }, + "Constant_998_Gather_999": { + "sender": "Constant_998", + "receiver": "Gather_999", + "sender_port": "_998", + "receiver_port": "_998" + }, + "Gather_999_Unsqueeze_1014": { + "sender": "Gather_999", + "receiver": "Unsqueeze_1014", + "sender_port": "_999", + "receiver_port": "_999" + }, + "Gather_999_Unsqueeze_1026": { + "sender": "Gather_999", + "receiver": "Unsqueeze_1026", + "sender_port": "_999", + "receiver_port": "_999" + }, + "Constant_1000_Div_1001": { + "sender": "Constant_1000", + "receiver": "Div_1001", + "sender_port": "_1000", + "receiver_port": "_1000" + }, + "Div_1001_Cast_1002": { + "sender": "Div_1001", + "receiver": "Cast_1002", + "sender_port": "_1001", + "receiver_port": "_1001" + }, + "Cast_1002_Cast_1003": { + "sender": "Cast_1002", + "receiver": "Cast_1003", + "sender_port": "_1002", + "receiver_port": "_1002" + }, + "Cast_1003_Unsqueeze_1010": { + "sender": "Cast_1003", + "receiver": "Unsqueeze_1010", + "sender_port": "_1003", + "receiver_port": "_1003" + }, + "Constant_1004_Unsqueeze_1008": { + "sender": "Constant_1004", + "receiver": "Unsqueeze_1008", + "sender_port": "_1004", + "receiver_port": "_1004" + }, + "Constant_1005_Unsqueeze_1006": { + "sender": "Constant_1005", + "receiver": "Unsqueeze_1006", + "sender_port": "_1005", + "receiver_port": "_1005" + }, + "Unsqueeze_1006_Concat_1015": { + "sender": "Unsqueeze_1006", + "receiver": "Concat_1015", + "sender_port": "_1006", + "receiver_port": "_1006" + }, + "Constant_1007_Unsqueeze_1008": { + "sender": "Constant_1007", + "receiver": "Unsqueeze_1008", + "sender_port": "_1007", + "receiver_port": "_1007" + }, + "Unsqueeze_1008_Concat_1015": { + "sender": "Unsqueeze_1008", + "receiver": "Concat_1015", + "sender_port": "_1008", + "receiver_port": "_1008" + }, + "Constant_1009_Unsqueeze_1010": { + "sender": "Constant_1009", + "receiver": "Unsqueeze_1010", + "sender_port": "_1009", + "receiver_port": "_1009" + }, + "Unsqueeze_1010_Concat_1015": { + "sender": "Unsqueeze_1010", + "receiver": "Concat_1015", + "sender_port": "_1010", + "receiver_port": "_1010" + }, + "Constant_1011_Unsqueeze_1012": { + "sender": "Constant_1011", + "receiver": "Unsqueeze_1012", + "sender_port": "_1011", + "receiver_port": "_1011" + }, + "Unsqueeze_1012_Concat_1015": { + "sender": "Unsqueeze_1012", + "receiver": "Concat_1015", + "sender_port": "_1012", + "receiver_port": "_1012" + }, + "Constant_1013_Unsqueeze_1014": { + "sender": "Constant_1013", + "receiver": "Unsqueeze_1014", + "sender_port": "_1013", + "receiver_port": "_1013" + }, + "Unsqueeze_1014_Concat_1015": { + "sender": "Unsqueeze_1014", + "receiver": "Concat_1015", + "sender_port": "_1014", + "receiver_port": "_1014" + }, + "Concat_1015_Reshape_1016": { + "sender": "Concat_1015", + "receiver": "Reshape_1016", + "sender_port": "_1015", + "receiver_port": "_1015" + }, + "Reshape_1016_Transpose_1017": { + "sender": "Reshape_1016", + "receiver": "Transpose_1017", + "sender_port": "_1016", + "receiver_port": "_1016" + }, + "Transpose_1017_Reshape_1028": { + "sender": "Transpose_1017", + "receiver": "Reshape_1028", + "sender_port": "_1017", + "receiver_port": "_1017" + }, + "Constant_1018_Unsqueeze_1022": { + "sender": "Constant_1018", + "receiver": "Unsqueeze_1022", + "sender_port": "_1018", + "receiver_port": "_1018" + }, + "Constant_1019_Unsqueeze_1020": { + "sender": "Constant_1019", + "receiver": "Unsqueeze_1020", + "sender_port": "_1019", + "receiver_port": "_1019" + }, + "Unsqueeze_1020_Concat_1027": { + "sender": "Unsqueeze_1020", + "receiver": "Concat_1027", + "sender_port": "_1020", + "receiver_port": "_1020" + }, + "Constant_1021_Unsqueeze_1022": { + "sender": "Constant_1021", + "receiver": "Unsqueeze_1022", + "sender_port": "_1021", + "receiver_port": "_1021" + }, + "Unsqueeze_1022_Concat_1027": { + "sender": "Unsqueeze_1022", + "receiver": "Concat_1027", + "sender_port": "_1022", + "receiver_port": "_1022" + }, + "Constant_1023_Unsqueeze_1024": { + "sender": "Constant_1023", + "receiver": "Unsqueeze_1024", + "sender_port": "_1023", + "receiver_port": "_1023" + }, + "Unsqueeze_1024_Concat_1027": { + "sender": "Unsqueeze_1024", + "receiver": "Concat_1027", + "sender_port": "_1024", + "receiver_port": "_1024" + }, + "Constant_1025_Unsqueeze_1026": { + "sender": "Constant_1025", + "receiver": "Unsqueeze_1026", + "sender_port": "_1025", + "receiver_port": "_1025" + }, + "Unsqueeze_1026_Concat_1027": { + "sender": "Unsqueeze_1026", + "receiver": "Concat_1027", + "sender_port": "_1026", + "receiver_port": "_1026" + }, + "Concat_1027_Reshape_1028": { + "sender": "Concat_1027", + "receiver": "Reshape_1028", + "sender_port": "_1027", + "receiver_port": "_1027" + }, + "Reshape_1028_Shape_1029": { + "sender": "Reshape_1028", + "receiver": "Shape_1029", + "sender_port": "_1028", + "receiver_port": "_1028" + }, + "Reshape_1028_Slice_1039": { + "sender": "Reshape_1028", + "receiver": "Slice_1039", + "sender_port": "_1028", + "receiver_port": "_1028" + }, + "Reshape_1028_Slice_1042": { + "sender": "Reshape_1028", + "receiver": "Slice_1042", + "sender_port": "_1028", + "receiver_port": "_1028" + }, + "Shape_1029_Gather_1031": { + "sender": "Shape_1029", + "receiver": "Gather_1031", + "sender_port": "_1029", + "receiver_port": "_1029" + }, + "Constant_1030_Gather_1031": { + "sender": "Constant_1030", + "receiver": "Gather_1031", + "sender_port": "_1030", + "receiver_port": "_1030" + }, + "Constant_1030_Slice_1039": { + "sender": "Constant_1030", + "receiver": "Slice_1039", + "sender_port": "_1030", + "receiver_port": "_1030" + }, + "Constant_1030_Slice_1042": { + "sender": "Constant_1030", + "receiver": "Slice_1042", + "sender_port": "_1030", + "receiver_port": "_1030" + }, + "Gather_1031_Add_1034": { + "sender": "Gather_1031", + "receiver": "Add_1034", + "sender_port": "_1031", + "receiver_port": "_1031" + }, + "Constant_1032_Slice_1039": { + "sender": "Constant_1032", + "receiver": "Slice_1039", + "sender_port": "_1032", + "receiver_port": "_1032" + }, + "Constant_1033_Add_1034": { + "sender": "Constant_1033", + "receiver": "Add_1034", + "sender_port": "_1033", + "receiver_port": "_1033" + }, + "Add_1034_Div_1036": { + "sender": "Add_1034", + "receiver": "Div_1036", + "sender_port": "_1034", + "receiver_port": "_1034" + }, + "Constant_1035_Div_1036": { + "sender": "Constant_1035", + "receiver": "Div_1036", + "sender_port": "_1035", + "receiver_port": "_1035" + }, + "Div_1036_Mul_1038": { + "sender": "Div_1036", + "receiver": "Mul_1038", + "sender_port": "_1036", + "receiver_port": "_1036" + }, + "Div_1036_Mul_1041": { + "sender": "Div_1036", + "receiver": "Mul_1041", + "sender_port": "_1036", + "receiver_port": "_1036" + }, + "Constant_1037_Mul_1038": { + "sender": "Constant_1037", + "receiver": "Mul_1038", + "sender_port": "_1037", + "receiver_port": "_1037" + }, + "Mul_1038_Slice_1039": { + "sender": "Mul_1038", + "receiver": "Slice_1039", + "sender_port": "_1038", + "receiver_port": "_1038" + }, + "Mul_1038_Slice_1042": { + "sender": "Mul_1038", + "receiver": "Slice_1042", + "sender_port": "_1038", + "receiver_port": "_1038" + }, + "Slice_1039_Concat_1051": { + "sender": "Slice_1039", + "receiver": "Concat_1051", + "sender_port": "_1039", + "receiver_port": "_1039" + }, + "Constant_1040_Mul_1041": { + "sender": "Constant_1040", + "receiver": "Mul_1041", + "sender_port": "_1040", + "receiver_port": "_1040" + }, + "Mul_1041_Slice_1042": { + "sender": "Mul_1041", + "receiver": "Slice_1042", + "sender_port": "_1041", + "receiver_port": "_1041" + }, + "Slice_1042_Conv_1459": { + "sender": "Slice_1042", + "receiver": "Conv_1459", + "sender_port": "_1042", + "receiver_port": "_1042" + }, + "Conv_1459_Relu_1045": { + "sender": "Conv_1459", + "receiver": "Relu_1045", + "sender_port": "_1459", + "receiver_port": "_1459" + }, + "Relu_1045_Conv_1462": { + "sender": "Relu_1045", + "receiver": "Conv_1462", + "sender_port": "_1045", + "receiver_port": "_1045" + }, + "Conv_1462_Conv_1465": { + "sender": "Conv_1462", + "receiver": "Conv_1465", + "sender_port": "_1462", + "receiver_port": "_1462" + }, + "Conv_1465_Relu_1050": { + "sender": "Conv_1465", + "receiver": "Relu_1050", + "sender_port": "_1465", + "receiver_port": "_1465" + }, + "Relu_1050_Concat_1051": { + "sender": "Relu_1050", + "receiver": "Concat_1051", + "sender_port": "_1050", + "receiver_port": "_1050" + }, + "Concat_1051_Shape_1052": { + "sender": "Concat_1051", + "receiver": "Shape_1052", + "sender_port": "_1051", + "receiver_port": "_1051" + }, + "Concat_1051_Shape_1055": { + "sender": "Concat_1051", + "receiver": "Shape_1055", + "sender_port": "_1051", + "receiver_port": "_1051" + }, + "Concat_1051_Shape_1058": { + "sender": "Concat_1051", + "receiver": "Shape_1058", + "sender_port": "_1051", + "receiver_port": "_1051" + }, + "Concat_1051_Shape_1061": { + "sender": "Concat_1051", + "receiver": "Shape_1061", + "sender_port": "_1051", + "receiver_port": "_1051" + }, + "Concat_1051_Reshape_1080": { + "sender": "Concat_1051", + "receiver": "Reshape_1080", + "sender_port": "_1051", + "receiver_port": "_1051" + }, + "Shape_1052_Gather_1054": { + "sender": "Shape_1052", + "receiver": "Gather_1054", + "sender_port": "_1052", + "receiver_port": "_1052" + }, + "Constant_1053_Gather_1054": { + "sender": "Constant_1053", + "receiver": "Gather_1054", + "sender_port": "_1053", + "receiver_port": "_1053" + }, + "Gather_1054_Unsqueeze_1070": { + "sender": "Gather_1054", + "receiver": "Unsqueeze_1070", + "sender_port": "_1054", + "receiver_port": "_1054" + }, + "Gather_1054_Unsqueeze_1084": { + "sender": "Gather_1054", + "receiver": "Unsqueeze_1084", + "sender_port": "_1054", + "receiver_port": "_1054" + }, + "Shape_1055_Gather_1057": { + "sender": "Shape_1055", + "receiver": "Gather_1057", + "sender_port": "_1055", + "receiver_port": "_1055" + }, + "Constant_1056_Gather_1057": { + "sender": "Constant_1056", + "receiver": "Gather_1057", + "sender_port": "_1056", + "receiver_port": "_1056" + }, + "Gather_1057_Div_1065": { + "sender": "Gather_1057", + "receiver": "Div_1065", + "sender_port": "_1057", + "receiver_port": "_1057" + }, + "Shape_1058_Gather_1060": { + "sender": "Shape_1058", + "receiver": "Gather_1060", + "sender_port": "_1058", + "receiver_port": "_1058" + }, + "Constant_1059_Gather_1060": { + "sender": "Constant_1059", + "receiver": "Gather_1060", + "sender_port": "_1059", + "receiver_port": "_1059" + }, + "Gather_1060_Unsqueeze_1076": { + "sender": "Gather_1060", + "receiver": "Unsqueeze_1076", + "sender_port": "_1060", + "receiver_port": "_1060" + }, + "Gather_1060_Unsqueeze_1088": { + "sender": "Gather_1060", + "receiver": "Unsqueeze_1088", + "sender_port": "_1060", + "receiver_port": "_1060" + }, + "Shape_1061_Gather_1063": { + "sender": "Shape_1061", + "receiver": "Gather_1063", + "sender_port": "_1061", + "receiver_port": "_1061" + }, + "Constant_1062_Gather_1063": { + "sender": "Constant_1062", + "receiver": "Gather_1063", + "sender_port": "_1062", + "receiver_port": "_1062" + }, + "Gather_1063_Unsqueeze_1078": { + "sender": "Gather_1063", + "receiver": "Unsqueeze_1078", + "sender_port": "_1063", + "receiver_port": "_1063" + }, + "Gather_1063_Unsqueeze_1090": { + "sender": "Gather_1063", + "receiver": "Unsqueeze_1090", + "sender_port": "_1063", + "receiver_port": "_1063" + }, + "Constant_1064_Div_1065": { + "sender": "Constant_1064", + "receiver": "Div_1065", + "sender_port": "_1064", + "receiver_port": "_1064" + }, + "Div_1065_Cast_1066": { + "sender": "Div_1065", + "receiver": "Cast_1066", + "sender_port": "_1065", + "receiver_port": "_1065" + }, + "Cast_1066_Cast_1067": { + "sender": "Cast_1066", + "receiver": "Cast_1067", + "sender_port": "_1066", + "receiver_port": "_1066" + }, + "Cast_1067_Unsqueeze_1074": { + "sender": "Cast_1067", + "receiver": "Unsqueeze_1074", + "sender_port": "_1067", + "receiver_port": "_1067" + }, + "Constant_1068_Unsqueeze_1072": { + "sender": "Constant_1068", + "receiver": "Unsqueeze_1072", + "sender_port": "_1068", + "receiver_port": "_1068" + }, + "Constant_1069_Unsqueeze_1070": { + "sender": "Constant_1069", + "receiver": "Unsqueeze_1070", + "sender_port": "_1069", + "receiver_port": "_1069" + }, + "Unsqueeze_1070_Concat_1079": { + "sender": "Unsqueeze_1070", + "receiver": "Concat_1079", + "sender_port": "_1070", + "receiver_port": "_1070" + }, + "Constant_1071_Unsqueeze_1072": { + "sender": "Constant_1071", + "receiver": "Unsqueeze_1072", + "sender_port": "_1071", + "receiver_port": "_1071" + }, + "Unsqueeze_1072_Concat_1079": { + "sender": "Unsqueeze_1072", + "receiver": "Concat_1079", + "sender_port": "_1072", + "receiver_port": "_1072" + }, + "Constant_1073_Unsqueeze_1074": { + "sender": "Constant_1073", + "receiver": "Unsqueeze_1074", + "sender_port": "_1073", + "receiver_port": "_1073" + }, + "Unsqueeze_1074_Concat_1079": { + "sender": "Unsqueeze_1074", + "receiver": "Concat_1079", + "sender_port": "_1074", + "receiver_port": "_1074" + }, + "Constant_1075_Unsqueeze_1076": { + "sender": "Constant_1075", + "receiver": "Unsqueeze_1076", + "sender_port": "_1075", + "receiver_port": "_1075" + }, + "Unsqueeze_1076_Concat_1079": { + "sender": "Unsqueeze_1076", + "receiver": "Concat_1079", + "sender_port": "_1076", + "receiver_port": "_1076" + }, + "Constant_1077_Unsqueeze_1078": { + "sender": "Constant_1077", + "receiver": "Unsqueeze_1078", + "sender_port": "_1077", + "receiver_port": "_1077" + }, + "Unsqueeze_1078_Concat_1079": { + "sender": "Unsqueeze_1078", + "receiver": "Concat_1079", + "sender_port": "_1078", + "receiver_port": "_1078" + }, + "Concat_1079_Reshape_1080": { + "sender": "Concat_1079", + "receiver": "Reshape_1080", + "sender_port": "_1079", + "receiver_port": "_1079" + }, + "Reshape_1080_Transpose_1081": { + "sender": "Reshape_1080", + "receiver": "Transpose_1081", + "sender_port": "_1080", + "receiver_port": "_1080" + }, + "Transpose_1081_Reshape_1092": { + "sender": "Transpose_1081", + "receiver": "Reshape_1092", + "sender_port": "_1081", + "receiver_port": "_1081" + }, + "Constant_1082_Unsqueeze_1086": { + "sender": "Constant_1082", + "receiver": "Unsqueeze_1086", + "sender_port": "_1082", + "receiver_port": "_1082" + }, + "Constant_1083_Unsqueeze_1084": { + "sender": "Constant_1083", + "receiver": "Unsqueeze_1084", + "sender_port": "_1083", + "receiver_port": "_1083" + }, + "Unsqueeze_1084_Concat_1091": { + "sender": "Unsqueeze_1084", + "receiver": "Concat_1091", + "sender_port": "_1084", + "receiver_port": "_1084" + }, + "Constant_1085_Unsqueeze_1086": { + "sender": "Constant_1085", + "receiver": "Unsqueeze_1086", + "sender_port": "_1085", + "receiver_port": "_1085" + }, + "Unsqueeze_1086_Concat_1091": { + "sender": "Unsqueeze_1086", + "receiver": "Concat_1091", + "sender_port": "_1086", + "receiver_port": "_1086" + }, + "Constant_1087_Unsqueeze_1088": { + "sender": "Constant_1087", + "receiver": "Unsqueeze_1088", + "sender_port": "_1087", + "receiver_port": "_1087" + }, + "Unsqueeze_1088_Concat_1091": { + "sender": "Unsqueeze_1088", + "receiver": "Concat_1091", + "sender_port": "_1088", + "receiver_port": "_1088" + }, + "Constant_1089_Unsqueeze_1090": { + "sender": "Constant_1089", + "receiver": "Unsqueeze_1090", + "sender_port": "_1089", + "receiver_port": "_1089" + }, + "Unsqueeze_1090_Concat_1091": { + "sender": "Unsqueeze_1090", + "receiver": "Concat_1091", + "sender_port": "_1090", + "receiver_port": "_1090" + }, + "Concat_1091_Reshape_1092": { + "sender": "Concat_1091", + "receiver": "Reshape_1092", + "sender_port": "_1091", + "receiver_port": "_1091" + }, + "Reshape_1092_Conv_1468": { + "sender": "Reshape_1092", + "receiver": "Conv_1468", + "sender_port": "_1092", + "receiver_port": "_1092" + }, + "Reshape_1092_Conv_1474": { + "sender": "Reshape_1092", + "receiver": "Conv_1474", + "sender_port": "_1092", + "receiver_port": "_1092" + }, + "Conv_1468_Conv_1471": { + "sender": "Conv_1468", + "receiver": "Conv_1471", + "sender_port": "_1468", + "receiver_port": "_1468" + }, + "Conv_1471_Relu_1097": { + "sender": "Conv_1471", + "receiver": "Relu_1097", + "sender_port": "_1471", + "receiver_port": "_1471" + }, + "Relu_1097_Concat_1106": { + "sender": "Relu_1097", + "receiver": "Concat_1106", + "sender_port": "_1097", + "receiver_port": "_1097" + }, + "Conv_1474_Relu_1100": { + "sender": "Conv_1474", + "receiver": "Relu_1100", + "sender_port": "_1474", + "receiver_port": "_1474" + }, + "Relu_1100_Conv_1477": { + "sender": "Relu_1100", + "receiver": "Conv_1477", + "sender_port": "_1100", + "receiver_port": "_1100" + }, + "Conv_1477_Conv_1480": { + "sender": "Conv_1477", + "receiver": "Conv_1480", + "sender_port": "_1477", + "receiver_port": "_1477" + }, + "Conv_1480_Relu_1105": { + "sender": "Conv_1480", + "receiver": "Relu_1105", + "sender_port": "_1480", + "receiver_port": "_1480" + }, + "Relu_1105_Concat_1106": { + "sender": "Relu_1105", + "receiver": "Concat_1106", + "sender_port": "_1105", + "receiver_port": "_1105" + }, + "Concat_1106_Shape_1107": { + "sender": "Concat_1106", + "receiver": "Shape_1107", + "sender_port": "_1106", + "receiver_port": "_1106" + }, + "Concat_1106_Shape_1110": { + "sender": "Concat_1106", + "receiver": "Shape_1110", + "sender_port": "_1106", + "receiver_port": "_1106" + }, + "Concat_1106_Shape_1113": { + "sender": "Concat_1106", + "receiver": "Shape_1113", + "sender_port": "_1106", + "receiver_port": "_1106" + }, + "Concat_1106_Shape_1116": { + "sender": "Concat_1106", + "receiver": "Shape_1116", + "sender_port": "_1106", + "receiver_port": "_1106" + }, + "Concat_1106_Reshape_1135": { + "sender": "Concat_1106", + "receiver": "Reshape_1135", + "sender_port": "_1106", + "receiver_port": "_1106" + }, + "Shape_1107_Gather_1109": { + "sender": "Shape_1107", + "receiver": "Gather_1109", + "sender_port": "_1107", + "receiver_port": "_1107" + }, + "Constant_1108_Gather_1109": { + "sender": "Constant_1108", + "receiver": "Gather_1109", + "sender_port": "_1108", + "receiver_port": "_1108" + }, + "Gather_1109_Unsqueeze_1125": { + "sender": "Gather_1109", + "receiver": "Unsqueeze_1125", + "sender_port": "_1109", + "receiver_port": "_1109" + }, + "Gather_1109_Unsqueeze_1139": { + "sender": "Gather_1109", + "receiver": "Unsqueeze_1139", + "sender_port": "_1109", + "receiver_port": "_1109" + }, + "Shape_1110_Gather_1112": { + "sender": "Shape_1110", + "receiver": "Gather_1112", + "sender_port": "_1110", + "receiver_port": "_1110" + }, + "Constant_1111_Gather_1112": { + "sender": "Constant_1111", + "receiver": "Gather_1112", + "sender_port": "_1111", + "receiver_port": "_1111" + }, + "Gather_1112_Div_1120": { + "sender": "Gather_1112", + "receiver": "Div_1120", + "sender_port": "_1112", + "receiver_port": "_1112" + }, + "Shape_1113_Gather_1115": { + "sender": "Shape_1113", + "receiver": "Gather_1115", + "sender_port": "_1113", + "receiver_port": "_1113" + }, + "Constant_1114_Gather_1115": { + "sender": "Constant_1114", + "receiver": "Gather_1115", + "sender_port": "_1114", + "receiver_port": "_1114" + }, + "Gather_1115_Unsqueeze_1131": { + "sender": "Gather_1115", + "receiver": "Unsqueeze_1131", + "sender_port": "_1115", + "receiver_port": "_1115" + }, + "Gather_1115_Unsqueeze_1143": { + "sender": "Gather_1115", + "receiver": "Unsqueeze_1143", + "sender_port": "_1115", + "receiver_port": "_1115" + }, + "Shape_1116_Gather_1118": { + "sender": "Shape_1116", + "receiver": "Gather_1118", + "sender_port": "_1116", + "receiver_port": "_1116" + }, + "Constant_1117_Gather_1118": { + "sender": "Constant_1117", + "receiver": "Gather_1118", + "sender_port": "_1117", + "receiver_port": "_1117" + }, + "Gather_1118_Unsqueeze_1133": { + "sender": "Gather_1118", + "receiver": "Unsqueeze_1133", + "sender_port": "_1118", + "receiver_port": "_1118" + }, + "Gather_1118_Unsqueeze_1145": { + "sender": "Gather_1118", + "receiver": "Unsqueeze_1145", + "sender_port": "_1118", + "receiver_port": "_1118" + }, + "Constant_1119_Div_1120": { + "sender": "Constant_1119", + "receiver": "Div_1120", + "sender_port": "_1119", + "receiver_port": "_1119" + }, + "Div_1120_Cast_1121": { + "sender": "Div_1120", + "receiver": "Cast_1121", + "sender_port": "_1120", + "receiver_port": "_1120" + }, + "Cast_1121_Cast_1122": { + "sender": "Cast_1121", + "receiver": "Cast_1122", + "sender_port": "_1121", + "receiver_port": "_1121" + }, + "Cast_1122_Unsqueeze_1129": { + "sender": "Cast_1122", + "receiver": "Unsqueeze_1129", + "sender_port": "_1122", + "receiver_port": "_1122" + }, + "Constant_1123_Unsqueeze_1127": { + "sender": "Constant_1123", + "receiver": "Unsqueeze_1127", + "sender_port": "_1123", + "receiver_port": "_1123" + }, + "Constant_1124_Unsqueeze_1125": { + "sender": "Constant_1124", + "receiver": "Unsqueeze_1125", + "sender_port": "_1124", + "receiver_port": "_1124" + }, + "Unsqueeze_1125_Concat_1134": { + "sender": "Unsqueeze_1125", + "receiver": "Concat_1134", + "sender_port": "_1125", + "receiver_port": "_1125" + }, + "Constant_1126_Unsqueeze_1127": { + "sender": "Constant_1126", + "receiver": "Unsqueeze_1127", + "sender_port": "_1126", + "receiver_port": "_1126" + }, + "Unsqueeze_1127_Concat_1134": { + "sender": "Unsqueeze_1127", + "receiver": "Concat_1134", + "sender_port": "_1127", + "receiver_port": "_1127" + }, + "Constant_1128_Unsqueeze_1129": { + "sender": "Constant_1128", + "receiver": "Unsqueeze_1129", + "sender_port": "_1128", + "receiver_port": "_1128" + }, + "Unsqueeze_1129_Concat_1134": { + "sender": "Unsqueeze_1129", + "receiver": "Concat_1134", + "sender_port": "_1129", + "receiver_port": "_1129" + }, + "Constant_1130_Unsqueeze_1131": { + "sender": "Constant_1130", + "receiver": "Unsqueeze_1131", + "sender_port": "_1130", + "receiver_port": "_1130" + }, + "Unsqueeze_1131_Concat_1134": { + "sender": "Unsqueeze_1131", + "receiver": "Concat_1134", + "sender_port": "_1131", + "receiver_port": "_1131" + }, + "Constant_1132_Unsqueeze_1133": { + "sender": "Constant_1132", + "receiver": "Unsqueeze_1133", + "sender_port": "_1132", + "receiver_port": "_1132" + }, + "Unsqueeze_1133_Concat_1134": { + "sender": "Unsqueeze_1133", + "receiver": "Concat_1134", + "sender_port": "_1133", + "receiver_port": "_1133" + }, + "Concat_1134_Reshape_1135": { + "sender": "Concat_1134", + "receiver": "Reshape_1135", + "sender_port": "_1134", + "receiver_port": "_1134" + }, + "Reshape_1135_Transpose_1136": { + "sender": "Reshape_1135", + "receiver": "Transpose_1136", + "sender_port": "_1135", + "receiver_port": "_1135" + }, + "Transpose_1136_Reshape_1147": { + "sender": "Transpose_1136", + "receiver": "Reshape_1147", + "sender_port": "_1136", + "receiver_port": "_1136" + }, + "Constant_1137_Unsqueeze_1141": { + "sender": "Constant_1137", + "receiver": "Unsqueeze_1141", + "sender_port": "_1137", + "receiver_port": "_1137" + }, + "Constant_1138_Unsqueeze_1139": { + "sender": "Constant_1138", + "receiver": "Unsqueeze_1139", + "sender_port": "_1138", + "receiver_port": "_1138" + }, + "Unsqueeze_1139_Concat_1146": { + "sender": "Unsqueeze_1139", + "receiver": "Concat_1146", + "sender_port": "_1139", + "receiver_port": "_1139" + }, + "Constant_1140_Unsqueeze_1141": { + "sender": "Constant_1140", + "receiver": "Unsqueeze_1141", + "sender_port": "_1140", + "receiver_port": "_1140" + }, + "Unsqueeze_1141_Concat_1146": { + "sender": "Unsqueeze_1141", + "receiver": "Concat_1146", + "sender_port": "_1141", + "receiver_port": "_1141" + }, + "Constant_1142_Unsqueeze_1143": { + "sender": "Constant_1142", + "receiver": "Unsqueeze_1143", + "sender_port": "_1142", + "receiver_port": "_1142" + }, + "Unsqueeze_1143_Concat_1146": { + "sender": "Unsqueeze_1143", + "receiver": "Concat_1146", + "sender_port": "_1143", + "receiver_port": "_1143" + }, + "Constant_1144_Unsqueeze_1145": { + "sender": "Constant_1144", + "receiver": "Unsqueeze_1145", + "sender_port": "_1144", + "receiver_port": "_1144" + }, + "Unsqueeze_1145_Concat_1146": { + "sender": "Unsqueeze_1145", + "receiver": "Concat_1146", + "sender_port": "_1145", + "receiver_port": "_1145" + }, + "Concat_1146_Reshape_1147": { + "sender": "Concat_1146", + "receiver": "Reshape_1147", + "sender_port": "_1146", + "receiver_port": "_1146" + }, + "Reshape_1147_Shape_1148": { + "sender": "Reshape_1147", + "receiver": "Shape_1148", + "sender_port": "_1147", + "receiver_port": "_1147" + }, + "Reshape_1147_Slice_1158": { + "sender": "Reshape_1147", + "receiver": "Slice_1158", + "sender_port": "_1147", + "receiver_port": "_1147" + }, + "Reshape_1147_Slice_1161": { + "sender": "Reshape_1147", + "receiver": "Slice_1161", + "sender_port": "_1147", + "receiver_port": "_1147" + }, + "Shape_1148_Gather_1150": { + "sender": "Shape_1148", + "receiver": "Gather_1150", + "sender_port": "_1148", + "receiver_port": "_1148" + }, + "Constant_1149_Gather_1150": { + "sender": "Constant_1149", + "receiver": "Gather_1150", + "sender_port": "_1149", + "receiver_port": "_1149" + }, + "Constant_1149_Slice_1158": { + "sender": "Constant_1149", + "receiver": "Slice_1158", + "sender_port": "_1149", + "receiver_port": "_1149" + }, + "Constant_1149_Slice_1161": { + "sender": "Constant_1149", + "receiver": "Slice_1161", + "sender_port": "_1149", + "receiver_port": "_1149" + }, + "Gather_1150_Add_1153": { + "sender": "Gather_1150", + "receiver": "Add_1153", + "sender_port": "_1150", + "receiver_port": "_1150" + }, + "Constant_1151_Slice_1158": { + "sender": "Constant_1151", + "receiver": "Slice_1158", + "sender_port": "_1151", + "receiver_port": "_1151" + }, + "Constant_1152_Add_1153": { + "sender": "Constant_1152", + "receiver": "Add_1153", + "sender_port": "_1152", + "receiver_port": "_1152" + }, + "Add_1153_Div_1155": { + "sender": "Add_1153", + "receiver": "Div_1155", + "sender_port": "_1153", + "receiver_port": "_1153" + }, + "Constant_1154_Div_1155": { + "sender": "Constant_1154", + "receiver": "Div_1155", + "sender_port": "_1154", + "receiver_port": "_1154" + }, + "Div_1155_Mul_1157": { + "sender": "Div_1155", + "receiver": "Mul_1157", + "sender_port": "_1155", + "receiver_port": "_1155" + }, + "Div_1155_Mul_1160": { + "sender": "Div_1155", + "receiver": "Mul_1160", + "sender_port": "_1155", + "receiver_port": "_1155" + }, + "Constant_1156_Mul_1157": { + "sender": "Constant_1156", + "receiver": "Mul_1157", + "sender_port": "_1156", + "receiver_port": "_1156" + }, + "Mul_1157_Slice_1158": { + "sender": "Mul_1157", + "receiver": "Slice_1158", + "sender_port": "_1157", + "receiver_port": "_1157" + }, + "Mul_1157_Slice_1161": { + "sender": "Mul_1157", + "receiver": "Slice_1161", + "sender_port": "_1157", + "receiver_port": "_1157" + }, + "Slice_1158_Concat_1170": { + "sender": "Slice_1158", + "receiver": "Concat_1170", + "sender_port": "_1158", + "receiver_port": "_1158" + }, + "Constant_1159_Mul_1160": { + "sender": "Constant_1159", + "receiver": "Mul_1160", + "sender_port": "_1159", + "receiver_port": "_1159" + }, + "Mul_1160_Slice_1161": { + "sender": "Mul_1160", + "receiver": "Slice_1161", + "sender_port": "_1160", + "receiver_port": "_1160" + }, + "Slice_1161_Conv_1483": { + "sender": "Slice_1161", + "receiver": "Conv_1483", + "sender_port": "_1161", + "receiver_port": "_1161" + }, + "Conv_1483_Relu_1164": { + "sender": "Conv_1483", + "receiver": "Relu_1164", + "sender_port": "_1483", + "receiver_port": "_1483" + }, + "Relu_1164_Conv_1486": { + "sender": "Relu_1164", + "receiver": "Conv_1486", + "sender_port": "_1164", + "receiver_port": "_1164" + }, + "Conv_1486_Conv_1489": { + "sender": "Conv_1486", + "receiver": "Conv_1489", + "sender_port": "_1486", + "receiver_port": "_1486" + }, + "Conv_1489_Relu_1169": { + "sender": "Conv_1489", + "receiver": "Relu_1169", + "sender_port": "_1489", + "receiver_port": "_1489" + }, + "Relu_1169_Concat_1170": { + "sender": "Relu_1169", + "receiver": "Concat_1170", + "sender_port": "_1169", + "receiver_port": "_1169" + }, + "Concat_1170_Shape_1171": { + "sender": "Concat_1170", + "receiver": "Shape_1171", + "sender_port": "_1170", + "receiver_port": "_1170" + }, + "Concat_1170_Shape_1174": { + "sender": "Concat_1170", + "receiver": "Shape_1174", + "sender_port": "_1170", + "receiver_port": "_1170" + }, + "Concat_1170_Shape_1177": { + "sender": "Concat_1170", + "receiver": "Shape_1177", + "sender_port": "_1170", + "receiver_port": "_1170" + }, + "Concat_1170_Shape_1180": { + "sender": "Concat_1170", + "receiver": "Shape_1180", + "sender_port": "_1170", + "receiver_port": "_1170" + }, + "Concat_1170_Reshape_1199": { + "sender": "Concat_1170", + "receiver": "Reshape_1199", + "sender_port": "_1170", + "receiver_port": "_1170" + }, + "Shape_1171_Gather_1173": { + "sender": "Shape_1171", + "receiver": "Gather_1173", + "sender_port": "_1171", + "receiver_port": "_1171" + }, + "Constant_1172_Gather_1173": { + "sender": "Constant_1172", + "receiver": "Gather_1173", + "sender_port": "_1172", + "receiver_port": "_1172" + }, + "Gather_1173_Unsqueeze_1189": { + "sender": "Gather_1173", + "receiver": "Unsqueeze_1189", + "sender_port": "_1173", + "receiver_port": "_1173" + }, + "Gather_1173_Unsqueeze_1203": { + "sender": "Gather_1173", + "receiver": "Unsqueeze_1203", + "sender_port": "_1173", + "receiver_port": "_1173" + }, + "Shape_1174_Gather_1176": { + "sender": "Shape_1174", + "receiver": "Gather_1176", + "sender_port": "_1174", + "receiver_port": "_1174" + }, + "Constant_1175_Gather_1176": { + "sender": "Constant_1175", + "receiver": "Gather_1176", + "sender_port": "_1175", + "receiver_port": "_1175" + }, + "Gather_1176_Div_1184": { + "sender": "Gather_1176", + "receiver": "Div_1184", + "sender_port": "_1176", + "receiver_port": "_1176" + }, + "Shape_1177_Gather_1179": { + "sender": "Shape_1177", + "receiver": "Gather_1179", + "sender_port": "_1177", + "receiver_port": "_1177" + }, + "Constant_1178_Gather_1179": { + "sender": "Constant_1178", + "receiver": "Gather_1179", + "sender_port": "_1178", + "receiver_port": "_1178" + }, + "Gather_1179_Unsqueeze_1195": { + "sender": "Gather_1179", + "receiver": "Unsqueeze_1195", + "sender_port": "_1179", + "receiver_port": "_1179" + }, + "Gather_1179_Unsqueeze_1207": { + "sender": "Gather_1179", + "receiver": "Unsqueeze_1207", + "sender_port": "_1179", + "receiver_port": "_1179" + }, + "Shape_1180_Gather_1182": { + "sender": "Shape_1180", + "receiver": "Gather_1182", + "sender_port": "_1180", + "receiver_port": "_1180" + }, + "Constant_1181_Gather_1182": { + "sender": "Constant_1181", + "receiver": "Gather_1182", + "sender_port": "_1181", + "receiver_port": "_1181" + }, + "Gather_1182_Unsqueeze_1197": { + "sender": "Gather_1182", + "receiver": "Unsqueeze_1197", + "sender_port": "_1182", + "receiver_port": "_1182" + }, + "Gather_1182_Unsqueeze_1209": { + "sender": "Gather_1182", + "receiver": "Unsqueeze_1209", + "sender_port": "_1182", + "receiver_port": "_1182" + }, + "Constant_1183_Div_1184": { + "sender": "Constant_1183", + "receiver": "Div_1184", + "sender_port": "_1183", + "receiver_port": "_1183" + }, + "Div_1184_Cast_1185": { + "sender": "Div_1184", + "receiver": "Cast_1185", + "sender_port": "_1184", + "receiver_port": "_1184" + }, + "Cast_1185_Cast_1186": { + "sender": "Cast_1185", + "receiver": "Cast_1186", + "sender_port": "_1185", + "receiver_port": "_1185" + }, + "Cast_1186_Unsqueeze_1193": { + "sender": "Cast_1186", + "receiver": "Unsqueeze_1193", + "sender_port": "_1186", + "receiver_port": "_1186" + }, + "Constant_1187_Unsqueeze_1191": { + "sender": "Constant_1187", + "receiver": "Unsqueeze_1191", + "sender_port": "_1187", + "receiver_port": "_1187" + }, + "Constant_1188_Unsqueeze_1189": { + "sender": "Constant_1188", + "receiver": "Unsqueeze_1189", + "sender_port": "_1188", + "receiver_port": "_1188" + }, + "Unsqueeze_1189_Concat_1198": { + "sender": "Unsqueeze_1189", + "receiver": "Concat_1198", + "sender_port": "_1189", + "receiver_port": "_1189" + }, + "Constant_1190_Unsqueeze_1191": { + "sender": "Constant_1190", + "receiver": "Unsqueeze_1191", + "sender_port": "_1190", + "receiver_port": "_1190" + }, + "Unsqueeze_1191_Concat_1198": { + "sender": "Unsqueeze_1191", + "receiver": "Concat_1198", + "sender_port": "_1191", + "receiver_port": "_1191" + }, + "Constant_1192_Unsqueeze_1193": { + "sender": "Constant_1192", + "receiver": "Unsqueeze_1193", + "sender_port": "_1192", + "receiver_port": "_1192" + }, + "Unsqueeze_1193_Concat_1198": { + "sender": "Unsqueeze_1193", + "receiver": "Concat_1198", + "sender_port": "_1193", + "receiver_port": "_1193" + }, + "Constant_1194_Unsqueeze_1195": { + "sender": "Constant_1194", + "receiver": "Unsqueeze_1195", + "sender_port": "_1194", + "receiver_port": "_1194" + }, + "Unsqueeze_1195_Concat_1198": { + "sender": "Unsqueeze_1195", + "receiver": "Concat_1198", + "sender_port": "_1195", + "receiver_port": "_1195" + }, + "Constant_1196_Unsqueeze_1197": { + "sender": "Constant_1196", + "receiver": "Unsqueeze_1197", + "sender_port": "_1196", + "receiver_port": "_1196" + }, + "Unsqueeze_1197_Concat_1198": { + "sender": "Unsqueeze_1197", + "receiver": "Concat_1198", + "sender_port": "_1197", + "receiver_port": "_1197" + }, + "Concat_1198_Reshape_1199": { + "sender": "Concat_1198", + "receiver": "Reshape_1199", + "sender_port": "_1198", + "receiver_port": "_1198" + }, + "Reshape_1199_Transpose_1200": { + "sender": "Reshape_1199", + "receiver": "Transpose_1200", + "sender_port": "_1199", + "receiver_port": "_1199" + }, + "Transpose_1200_Reshape_1211": { + "sender": "Transpose_1200", + "receiver": "Reshape_1211", + "sender_port": "_1200", + "receiver_port": "_1200" + }, + "Constant_1201_Unsqueeze_1205": { + "sender": "Constant_1201", + "receiver": "Unsqueeze_1205", + "sender_port": "_1201", + "receiver_port": "_1201" + }, + "Constant_1202_Unsqueeze_1203": { + "sender": "Constant_1202", + "receiver": "Unsqueeze_1203", + "sender_port": "_1202", + "receiver_port": "_1202" + }, + "Unsqueeze_1203_Concat_1210": { + "sender": "Unsqueeze_1203", + "receiver": "Concat_1210", + "sender_port": "_1203", + "receiver_port": "_1203" + }, + "Constant_1204_Unsqueeze_1205": { + "sender": "Constant_1204", + "receiver": "Unsqueeze_1205", + "sender_port": "_1204", + "receiver_port": "_1204" + }, + "Unsqueeze_1205_Concat_1210": { + "sender": "Unsqueeze_1205", + "receiver": "Concat_1210", + "sender_port": "_1205", + "receiver_port": "_1205" + }, + "Constant_1206_Unsqueeze_1207": { + "sender": "Constant_1206", + "receiver": "Unsqueeze_1207", + "sender_port": "_1206", + "receiver_port": "_1206" + }, + "Unsqueeze_1207_Concat_1210": { + "sender": "Unsqueeze_1207", + "receiver": "Concat_1210", + "sender_port": "_1207", + "receiver_port": "_1207" + }, + "Constant_1208_Unsqueeze_1209": { + "sender": "Constant_1208", + "receiver": "Unsqueeze_1209", + "sender_port": "_1208", + "receiver_port": "_1208" + }, + "Unsqueeze_1209_Concat_1210": { + "sender": "Unsqueeze_1209", + "receiver": "Concat_1210", + "sender_port": "_1209", + "receiver_port": "_1209" + }, + "Concat_1210_Reshape_1211": { + "sender": "Concat_1210", + "receiver": "Reshape_1211", + "sender_port": "_1210", + "receiver_port": "_1210" + }, + "Reshape_1211_Shape_1212": { + "sender": "Reshape_1211", + "receiver": "Shape_1212", + "sender_port": "_1211", + "receiver_port": "_1211" + }, + "Reshape_1211_Slice_1222": { + "sender": "Reshape_1211", + "receiver": "Slice_1222", + "sender_port": "_1211", + "receiver_port": "_1211" + }, + "Reshape_1211_Slice_1225": { + "sender": "Reshape_1211", + "receiver": "Slice_1225", + "sender_port": "_1211", + "receiver_port": "_1211" + }, + "Shape_1212_Gather_1214": { + "sender": "Shape_1212", + "receiver": "Gather_1214", + "sender_port": "_1212", + "receiver_port": "_1212" + }, + "Constant_1213_Gather_1214": { + "sender": "Constant_1213", + "receiver": "Gather_1214", + "sender_port": "_1213", + "receiver_port": "_1213" + }, + "Constant_1213_Slice_1222": { + "sender": "Constant_1213", + "receiver": "Slice_1222", + "sender_port": "_1213", + "receiver_port": "_1213" + }, + "Constant_1213_Slice_1225": { + "sender": "Constant_1213", + "receiver": "Slice_1225", + "sender_port": "_1213", + "receiver_port": "_1213" + }, + "Gather_1214_Add_1217": { + "sender": "Gather_1214", + "receiver": "Add_1217", + "sender_port": "_1214", + "receiver_port": "_1214" + }, + "Constant_1215_Slice_1222": { + "sender": "Constant_1215", + "receiver": "Slice_1222", + "sender_port": "_1215", + "receiver_port": "_1215" + }, + "Constant_1216_Add_1217": { + "sender": "Constant_1216", + "receiver": "Add_1217", + "sender_port": "_1216", + "receiver_port": "_1216" + }, + "Add_1217_Div_1219": { + "sender": "Add_1217", + "receiver": "Div_1219", + "sender_port": "_1217", + "receiver_port": "_1217" + }, + "Constant_1218_Div_1219": { + "sender": "Constant_1218", + "receiver": "Div_1219", + "sender_port": "_1218", + "receiver_port": "_1218" + }, + "Div_1219_Mul_1221": { + "sender": "Div_1219", + "receiver": "Mul_1221", + "sender_port": "_1219", + "receiver_port": "_1219" + }, + "Div_1219_Mul_1224": { + "sender": "Div_1219", + "receiver": "Mul_1224", + "sender_port": "_1219", + "receiver_port": "_1219" + }, + "Constant_1220_Mul_1221": { + "sender": "Constant_1220", + "receiver": "Mul_1221", + "sender_port": "_1220", + "receiver_port": "_1220" + }, + "Mul_1221_Slice_1222": { + "sender": "Mul_1221", + "receiver": "Slice_1222", + "sender_port": "_1221", + "receiver_port": "_1221" + }, + "Mul_1221_Slice_1225": { + "sender": "Mul_1221", + "receiver": "Slice_1225", + "sender_port": "_1221", + "receiver_port": "_1221" + }, + "Slice_1222_Concat_1234": { + "sender": "Slice_1222", + "receiver": "Concat_1234", + "sender_port": "_1222", + "receiver_port": "_1222" + }, + "Constant_1223_Mul_1224": { + "sender": "Constant_1223", + "receiver": "Mul_1224", + "sender_port": "_1223", + "receiver_port": "_1223" + }, + "Mul_1224_Slice_1225": { + "sender": "Mul_1224", + "receiver": "Slice_1225", + "sender_port": "_1224", + "receiver_port": "_1224" + }, + "Slice_1225_Conv_1492": { + "sender": "Slice_1225", + "receiver": "Conv_1492", + "sender_port": "_1225", + "receiver_port": "_1225" + }, + "Conv_1492_Relu_1228": { + "sender": "Conv_1492", + "receiver": "Relu_1228", + "sender_port": "_1492", + "receiver_port": "_1492" + }, + "Relu_1228_Conv_1495": { + "sender": "Relu_1228", + "receiver": "Conv_1495", + "sender_port": "_1228", + "receiver_port": "_1228" + }, + "Conv_1495_Conv_1498": { + "sender": "Conv_1495", + "receiver": "Conv_1498", + "sender_port": "_1495", + "receiver_port": "_1495" + }, + "Conv_1498_Relu_1233": { + "sender": "Conv_1498", + "receiver": "Relu_1233", + "sender_port": "_1498", + "receiver_port": "_1498" + }, + "Relu_1233_Concat_1234": { + "sender": "Relu_1233", + "receiver": "Concat_1234", + "sender_port": "_1233", + "receiver_port": "_1233" + }, + "Concat_1234_Shape_1235": { + "sender": "Concat_1234", + "receiver": "Shape_1235", + "sender_port": "_1234", + "receiver_port": "_1234" + }, + "Concat_1234_Shape_1238": { + "sender": "Concat_1234", + "receiver": "Shape_1238", + "sender_port": "_1234", + "receiver_port": "_1234" + }, + "Concat_1234_Shape_1241": { + "sender": "Concat_1234", + "receiver": "Shape_1241", + "sender_port": "_1234", + "receiver_port": "_1234" + }, + "Concat_1234_Shape_1244": { + "sender": "Concat_1234", + "receiver": "Shape_1244", + "sender_port": "_1234", + "receiver_port": "_1234" + }, + "Concat_1234_Reshape_1263": { + "sender": "Concat_1234", + "receiver": "Reshape_1263", + "sender_port": "_1234", + "receiver_port": "_1234" + }, + "Shape_1235_Gather_1237": { + "sender": "Shape_1235", + "receiver": "Gather_1237", + "sender_port": "_1235", + "receiver_port": "_1235" + }, + "Constant_1236_Gather_1237": { + "sender": "Constant_1236", + "receiver": "Gather_1237", + "sender_port": "_1236", + "receiver_port": "_1236" + }, + "Gather_1237_Unsqueeze_1253": { + "sender": "Gather_1237", + "receiver": "Unsqueeze_1253", + "sender_port": "_1237", + "receiver_port": "_1237" + }, + "Gather_1237_Unsqueeze_1267": { + "sender": "Gather_1237", + "receiver": "Unsqueeze_1267", + "sender_port": "_1237", + "receiver_port": "_1237" + }, + "Shape_1238_Gather_1240": { + "sender": "Shape_1238", + "receiver": "Gather_1240", + "sender_port": "_1238", + "receiver_port": "_1238" + }, + "Constant_1239_Gather_1240": { + "sender": "Constant_1239", + "receiver": "Gather_1240", + "sender_port": "_1239", + "receiver_port": "_1239" + }, + "Gather_1240_Div_1248": { + "sender": "Gather_1240", + "receiver": "Div_1248", + "sender_port": "_1240", + "receiver_port": "_1240" + }, + "Shape_1241_Gather_1243": { + "sender": "Shape_1241", + "receiver": "Gather_1243", + "sender_port": "_1241", + "receiver_port": "_1241" + }, + "Constant_1242_Gather_1243": { + "sender": "Constant_1242", + "receiver": "Gather_1243", + "sender_port": "_1242", + "receiver_port": "_1242" + }, + "Gather_1243_Unsqueeze_1259": { + "sender": "Gather_1243", + "receiver": "Unsqueeze_1259", + "sender_port": "_1243", + "receiver_port": "_1243" + }, + "Gather_1243_Unsqueeze_1271": { + "sender": "Gather_1243", + "receiver": "Unsqueeze_1271", + "sender_port": "_1243", + "receiver_port": "_1243" + }, + "Shape_1244_Gather_1246": { + "sender": "Shape_1244", + "receiver": "Gather_1246", + "sender_port": "_1244", + "receiver_port": "_1244" + }, + "Constant_1245_Gather_1246": { + "sender": "Constant_1245", + "receiver": "Gather_1246", + "sender_port": "_1245", + "receiver_port": "_1245" + }, + "Gather_1246_Unsqueeze_1261": { + "sender": "Gather_1246", + "receiver": "Unsqueeze_1261", + "sender_port": "_1246", + "receiver_port": "_1246" + }, + "Gather_1246_Unsqueeze_1273": { + "sender": "Gather_1246", + "receiver": "Unsqueeze_1273", + "sender_port": "_1246", + "receiver_port": "_1246" + }, + "Constant_1247_Div_1248": { + "sender": "Constant_1247", + "receiver": "Div_1248", + "sender_port": "_1247", + "receiver_port": "_1247" + }, + "Div_1248_Cast_1249": { + "sender": "Div_1248", + "receiver": "Cast_1249", + "sender_port": "_1248", + "receiver_port": "_1248" + }, + "Cast_1249_Cast_1250": { + "sender": "Cast_1249", + "receiver": "Cast_1250", + "sender_port": "_1249", + "receiver_port": "_1249" + }, + "Cast_1250_Unsqueeze_1257": { + "sender": "Cast_1250", + "receiver": "Unsqueeze_1257", + "sender_port": "_1250", + "receiver_port": "_1250" + }, + "Constant_1251_Unsqueeze_1255": { + "sender": "Constant_1251", + "receiver": "Unsqueeze_1255", + "sender_port": "_1251", + "receiver_port": "_1251" + }, + "Constant_1252_Unsqueeze_1253": { + "sender": "Constant_1252", + "receiver": "Unsqueeze_1253", + "sender_port": "_1252", + "receiver_port": "_1252" + }, + "Unsqueeze_1253_Concat_1262": { + "sender": "Unsqueeze_1253", + "receiver": "Concat_1262", + "sender_port": "_1253", + "receiver_port": "_1253" + }, + "Constant_1254_Unsqueeze_1255": { + "sender": "Constant_1254", + "receiver": "Unsqueeze_1255", + "sender_port": "_1254", + "receiver_port": "_1254" + }, + "Unsqueeze_1255_Concat_1262": { + "sender": "Unsqueeze_1255", + "receiver": "Concat_1262", + "sender_port": "_1255", + "receiver_port": "_1255" + }, + "Constant_1256_Unsqueeze_1257": { + "sender": "Constant_1256", + "receiver": "Unsqueeze_1257", + "sender_port": "_1256", + "receiver_port": "_1256" + }, + "Unsqueeze_1257_Concat_1262": { + "sender": "Unsqueeze_1257", + "receiver": "Concat_1262", + "sender_port": "_1257", + "receiver_port": "_1257" + }, + "Constant_1258_Unsqueeze_1259": { + "sender": "Constant_1258", + "receiver": "Unsqueeze_1259", + "sender_port": "_1258", + "receiver_port": "_1258" + }, + "Unsqueeze_1259_Concat_1262": { + "sender": "Unsqueeze_1259", + "receiver": "Concat_1262", + "sender_port": "_1259", + "receiver_port": "_1259" + }, + "Constant_1260_Unsqueeze_1261": { + "sender": "Constant_1260", + "receiver": "Unsqueeze_1261", + "sender_port": "_1260", + "receiver_port": "_1260" + }, + "Unsqueeze_1261_Concat_1262": { + "sender": "Unsqueeze_1261", + "receiver": "Concat_1262", + "sender_port": "_1261", + "receiver_port": "_1261" + }, + "Concat_1262_Reshape_1263": { + "sender": "Concat_1262", + "receiver": "Reshape_1263", + "sender_port": "_1262", + "receiver_port": "_1262" + }, + "Reshape_1263_Transpose_1264": { + "sender": "Reshape_1263", + "receiver": "Transpose_1264", + "sender_port": "_1263", + "receiver_port": "_1263" + }, + "Transpose_1264_Reshape_1275": { + "sender": "Transpose_1264", + "receiver": "Reshape_1275", + "sender_port": "_1264", + "receiver_port": "_1264" + }, + "Constant_1265_Unsqueeze_1269": { + "sender": "Constant_1265", + "receiver": "Unsqueeze_1269", + "sender_port": "_1265", + "receiver_port": "_1265" + }, + "Constant_1266_Unsqueeze_1267": { + "sender": "Constant_1266", + "receiver": "Unsqueeze_1267", + "sender_port": "_1266", + "receiver_port": "_1266" + }, + "Unsqueeze_1267_Concat_1274": { + "sender": "Unsqueeze_1267", + "receiver": "Concat_1274", + "sender_port": "_1267", + "receiver_port": "_1267" + }, + "Constant_1268_Unsqueeze_1269": { + "sender": "Constant_1268", + "receiver": "Unsqueeze_1269", + "sender_port": "_1268", + "receiver_port": "_1268" + }, + "Unsqueeze_1269_Concat_1274": { + "sender": "Unsqueeze_1269", + "receiver": "Concat_1274", + "sender_port": "_1269", + "receiver_port": "_1269" + }, + "Constant_1270_Unsqueeze_1271": { + "sender": "Constant_1270", + "receiver": "Unsqueeze_1271", + "sender_port": "_1270", + "receiver_port": "_1270" + }, + "Unsqueeze_1271_Concat_1274": { + "sender": "Unsqueeze_1271", + "receiver": "Concat_1274", + "sender_port": "_1271", + "receiver_port": "_1271" + }, + "Constant_1272_Unsqueeze_1273": { + "sender": "Constant_1272", + "receiver": "Unsqueeze_1273", + "sender_port": "_1272", + "receiver_port": "_1272" + }, + "Unsqueeze_1273_Concat_1274": { + "sender": "Unsqueeze_1273", + "receiver": "Concat_1274", + "sender_port": "_1273", + "receiver_port": "_1273" + }, + "Concat_1274_Reshape_1275": { + "sender": "Concat_1274", + "receiver": "Reshape_1275", + "sender_port": "_1274", + "receiver_port": "_1274" + }, + "Reshape_1275_Shape_1276": { + "sender": "Reshape_1275", + "receiver": "Shape_1276", + "sender_port": "_1275", + "receiver_port": "_1275" + }, + "Reshape_1275_Slice_1286": { + "sender": "Reshape_1275", + "receiver": "Slice_1286", + "sender_port": "_1275", + "receiver_port": "_1275" + }, + "Reshape_1275_Slice_1289": { + "sender": "Reshape_1275", + "receiver": "Slice_1289", + "sender_port": "_1275", + "receiver_port": "_1275" + }, + "Shape_1276_Gather_1278": { + "sender": "Shape_1276", + "receiver": "Gather_1278", + "sender_port": "_1276", + "receiver_port": "_1276" + }, + "Constant_1277_Gather_1278": { + "sender": "Constant_1277", + "receiver": "Gather_1278", + "sender_port": "_1277", + "receiver_port": "_1277" + }, + "Constant_1277_Slice_1286": { + "sender": "Constant_1277", + "receiver": "Slice_1286", + "sender_port": "_1277", + "receiver_port": "_1277" + }, + "Constant_1277_Slice_1289": { + "sender": "Constant_1277", + "receiver": "Slice_1289", + "sender_port": "_1277", + "receiver_port": "_1277" + }, + "Gather_1278_Add_1281": { + "sender": "Gather_1278", + "receiver": "Add_1281", + "sender_port": "_1278", + "receiver_port": "_1278" + }, + "Constant_1279_Slice_1286": { + "sender": "Constant_1279", + "receiver": "Slice_1286", + "sender_port": "_1279", + "receiver_port": "_1279" + }, + "Constant_1280_Add_1281": { + "sender": "Constant_1280", + "receiver": "Add_1281", + "sender_port": "_1280", + "receiver_port": "_1280" + }, + "Add_1281_Div_1283": { + "sender": "Add_1281", + "receiver": "Div_1283", + "sender_port": "_1281", + "receiver_port": "_1281" + }, + "Constant_1282_Div_1283": { + "sender": "Constant_1282", + "receiver": "Div_1283", + "sender_port": "_1282", + "receiver_port": "_1282" + }, + "Div_1283_Mul_1285": { + "sender": "Div_1283", + "receiver": "Mul_1285", + "sender_port": "_1283", + "receiver_port": "_1283" + }, + "Div_1283_Mul_1288": { + "sender": "Div_1283", + "receiver": "Mul_1288", + "sender_port": "_1283", + "receiver_port": "_1283" + }, + "Constant_1284_Mul_1285": { + "sender": "Constant_1284", + "receiver": "Mul_1285", + "sender_port": "_1284", + "receiver_port": "_1284" + }, + "Mul_1285_Slice_1286": { + "sender": "Mul_1285", + "receiver": "Slice_1286", + "sender_port": "_1285", + "receiver_port": "_1285" + }, + "Mul_1285_Slice_1289": { + "sender": "Mul_1285", + "receiver": "Slice_1289", + "sender_port": "_1285", + "receiver_port": "_1285" + }, + "Slice_1286_Concat_1298": { + "sender": "Slice_1286", + "receiver": "Concat_1298", + "sender_port": "_1286", + "receiver_port": "_1286" + }, + "Constant_1287_Mul_1288": { + "sender": "Constant_1287", + "receiver": "Mul_1288", + "sender_port": "_1287", + "receiver_port": "_1287" + }, + "Mul_1288_Slice_1289": { + "sender": "Mul_1288", + "receiver": "Slice_1289", + "sender_port": "_1288", + "receiver_port": "_1288" + }, + "Slice_1289_Conv_1501": { + "sender": "Slice_1289", + "receiver": "Conv_1501", + "sender_port": "_1289", + "receiver_port": "_1289" + }, + "Conv_1501_Relu_1292": { + "sender": "Conv_1501", + "receiver": "Relu_1292", + "sender_port": "_1501", + "receiver_port": "_1501" + }, + "Relu_1292_Conv_1504": { + "sender": "Relu_1292", + "receiver": "Conv_1504", + "sender_port": "_1292", + "receiver_port": "_1292" + }, + "Conv_1504_Conv_1507": { + "sender": "Conv_1504", + "receiver": "Conv_1507", + "sender_port": "_1504", + "receiver_port": "_1504" + }, + "Conv_1507_Relu_1297": { + "sender": "Conv_1507", + "receiver": "Relu_1297", + "sender_port": "_1507", + "receiver_port": "_1507" + }, + "Relu_1297_Concat_1298": { + "sender": "Relu_1297", + "receiver": "Concat_1298", + "sender_port": "_1297", + "receiver_port": "_1297" + }, + "Concat_1298_Shape_1299": { + "sender": "Concat_1298", + "receiver": "Shape_1299", + "sender_port": "_1298", + "receiver_port": "_1298" + }, + "Concat_1298_Shape_1302": { + "sender": "Concat_1298", + "receiver": "Shape_1302", + "sender_port": "_1298", + "receiver_port": "_1298" + }, + "Concat_1298_Shape_1305": { + "sender": "Concat_1298", + "receiver": "Shape_1305", + "sender_port": "_1298", + "receiver_port": "_1298" + }, + "Concat_1298_Shape_1308": { + "sender": "Concat_1298", + "receiver": "Shape_1308", + "sender_port": "_1298", + "receiver_port": "_1298" + }, 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+ + # Run the model once to get some ground truth outpot (from PyTorch) + output = shufflenet_v2(x).detach().numpy() + + # Convert to MDF + mdf_model, params_dict = pytorch_to_mdf( + model=shufflenet_v2, + args=(x), + trace=True, + ) + # Get the graph + mdf_graph = mdf_model.graphs[0] + # Output the model to JSON + mdf_model.to_json_file("shufflenet_v2.json") + + +if __name__ == "__main__": + main() diff --git a/examples/PyTorch/PyTorch_MDF/squeezenet1_1.json b/examples/PyTorch/PyTorch_MDF/squeezenet1_1.json new file mode 100644 index 00000000..4d0efeed --- /dev/null +++ b/examples/PyTorch/PyTorch_MDF/squeezenet1_1.json @@ -0,0 +1,3501 @@ +{ + "SqueezeNet": { + "format": "ModECI MDF v0.4", + "generating_application": "Python modeci-mdf v0.4.2", + "graphs": { + "SqueezeNetGraph": { + "nodes": { + "Conv_53": { + "input_ports": { + "input1": { + "shape": [ + 1, + 3, + 224, + 224 + ], + "type": "float32" + }, + "features_0_weight": { + "shape": [ + 64, + 3, + 3, + 3 + ], + "type": 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randomization due to things like BatchNorm or Dropout + squeezenet1_1.eval() + + # Run the model once to get some ground truth outpot (from PyTorch) + output = squeezenet1_1(x).detach().numpy() + + # Convert to MDF + mdf_model, params_dict = pytorch_to_mdf( + model=squeezenet1_1, + args=(x), + trace=True, + ) + # Get the graph + mdf_graph = mdf_model.graphs[0] + # Output the model to JSON + mdf_model.to_json_file("squeezenet1_1.json") + + +if __name__ == "__main__": + main() diff --git a/examples/PyTorch/PyTorch_MDF/vgg19.json b/examples/PyTorch/PyTorch_MDF/vgg19.json new file mode 100644 index 00000000..a1326601 --- /dev/null +++ b/examples/PyTorch/PyTorch_MDF/vgg19.json @@ -0,0 +1,2345 @@ +{ + "VGG": { + "format": "ModECI MDF v0.4", + "generating_application": "Python modeci-mdf v0.4.2", + "graphs": { + "VGGGraph": { + "nodes": { + "Conv_39": { + "input_ports": { + "input1": { + "shape": [ + 1, + 3, + 224, + 224 + ], + "type": "float32" + }, + "features_0_weight": { + "shape": [ + 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for model to get rid of any randomization due to things like BatchNorm or Dropout + vgg19.eval() + + # Run the model once to get some ground truth outpot (from PyTorch) + output = vgg19(x).detach().numpy() + + # Convert to MDF + mdf_model, params_dict = pytorch_to_mdf( + model=vgg19, + args=(x), + trace=True, + ) + # Get the graph + mdf_graph = mdf_model.graphs[0] + # Output the model to JSON + mdf_model.to_json_file("vgg19.json") + + +if __name__ == "__main__": + main() diff --git a/tests/conftest.py b/tests/conftest.py index 8c30d388..467d48f1 100644 --- a/tests/conftest.py +++ b/tests/conftest.py @@ -276,12 +276,48 @@ def forward(self, x): return model +@pytest.fixture() +def vgg19_pytorch(): + vgg19 = models.vgg19(pretrained=False) + return vgg19 + + @pytest.fixture() def resnet18_pytorch(): resnet18 = models.resnet18(pretrained=False) return resnet18 +@pytest.fixture() +def mobilenetv2_pytorch(): + mobilenet_v2 = models.mobilenet_v2(pretrained=False) + return mobilenet_v2 + + +@pytest.fixture() +def squeezeNet_pytorch(): + squeezeNet_v2 = models.squeezenet1_1(pretrained=False) + return squeezeNet_v2 + + +@pytest.fixture() +def mnasNet_pytorch(): + mnasNet = models.mnasnet1_3(pretrained=False) + return mnasNet + + +@pytest.fixture() +def shufflenetv2_pytorch(): + shufflenet_v2 = models.shufflenet_v2_x0_5(pretrained=False) + return shufflenet_v2 + + +@pytest.fixture() +def resNext_pytorch(): + resNext_v2 = models.resnext50_32x4d(pretrained=False) + return resNext_v2 + + @pytest.fixture def create_model(): def _create_model(nodes=None, edges=None, conditions=None): diff --git a/tests/interfaces/pytorch/test_import.py b/tests/interfaces/pytorch/test_import.py index b364d6c6..40f22f90 100644 --- a/tests/interfaces/pytorch/test_import.py +++ b/tests/interfaces/pytorch/test_import.py @@ -482,6 +482,38 @@ def test_vgg16(vgg16_pytorch): ) +def test_vgg19(vgg19_pytorch): + """Test a dummy vgg19 model""" + # changed import call + + # Create some test inputs for the model + x = torch.zeros((1, 3, 224, 224)) + # Get rid of randomization due to Dropout + vgg19_pytorch.eval() + # Run the model once to get some ground truth output (from PyTorch) + output = vgg19_pytorch(x).detach().numpy() + + # Convert to MDF + mdf_model, params_dict = pytorch_to_mdf( + model=vgg19_pytorch, + args=(x), + trace=True, + ) + # Get the graph + mdf_graph = mdf_model.graphs[0] + params_dict["input1"] = x.numpy() + + eg = EvaluableGraph(graph=mdf_graph, verbose=False) + + eg.evaluate(initializer=params_dict) + + output_mdf = eg.output_enodes[0].get_output() + assert np.allclose( + output, + output_mdf, + ) + + def test_resnet18(resnet18_pytorch): """Test a standard resnet model imported from PyTorch""" # changed import call @@ -518,6 +550,164 @@ def test_resnet18(resnet18_pytorch): ) +def test_mobilenetv2(mobilenetv2_pytorch): + """Test a standard mobilenetv2 model""" + + # Create some test inputs for the model + x = torch.zeros((1, 3, 224, 224)) + + # Run the model once to get some ground truth output (from PyTorch) + output = mobilenetv2_pytorch(x) + # with torch.no_grad(): + # output = mobilenetv2_pytorch(x) + + # Convert to MDF + mdf_model, params_dict = pytorch_to_mdf( + model=mobilenetv2_pytorch, + args=(x), + trace=True, + ) + # Get the graph + mdf_graph = mdf_model.graphs[0] + params_dict["input1"] = x.numpy() + + eg = EvaluableGraph(graph=mdf_graph, verbose=False) + + eg.evaluate(initializer=params_dict) + + output_mdf = eg.output_enodes[0].get_output() + assert np.allclose( + output, + output_mdf, + # We need to compare results with an epsilon, I think this is related to some ONNX warnings: + # Warning: ONNX Preprocess - Removing mutation from node aten::add_ on block input: + # 'bn1.num_batches_tracked'. This changes graph semantics. + atol=1e-5, + ) + + +def test_shufflenetv2(shufflenetv2_pytorch): + """Test a standard shufflenet_v2 model""" + + # Create some test inputs for the model + x = torch.zeros((1, 3, 224, 224)) + + # Run the model once to get some ground truth output (from PyTorch) + output = shufflenetv2_pytorch(x).detach().numpy() + + # Convert to MDF + mdf_model, params_dict = pytorch_to_mdf( + model=shufflenetv2_pytorch, + args=(x), + trace=True, + ) + # Get the graph + mdf_graph = mdf_model.graphs[0] + params_dict["input1"] = x.numpy() + + eg = EvaluableGraph(graph=mdf_graph, verbose=False) + + eg.evaluate(initializer=params_dict) + + output_mdf = eg.output_enodes[0].get_output() + assert np.allclose( + output, + output_mdf, + ) + + +def test_resNext(resNext_pytorch): + """Test a standard ResNext model""" + + # Create some test inputs for the model + x = torch.zeros((1, 3, 224, 224)) + + # Run the model once to get some ground truth output (from PyTorch) + output = resNext_pytorch(x).detach().numpy() + + # Convert to MDF + mdf_model, params_dict = pytorch_to_mdf( + model=resNext_pytorch, + args=(x), + trace=True, + ) + # Get the graph + mdf_graph = mdf_model.graphs[0] + params_dict["input1"] = x.numpy() + + eg = EvaluableGraph(graph=mdf_graph, verbose=False) + + eg.evaluate(initializer=params_dict) + + output_mdf = eg.output_enodes[0].get_output() + assert np.allclose( + output, + output_mdf, + ) + + +def test_squeezeNet(squeezeNet_pytorch): + """Test a standard SqueezeNet model""" + + # Create some test inputs for the model + x = torch.zeros((1, 3, 224, 224)) + # Get rid of randomization due to Dropout + squeezeNet_pytorch.eval() + # Run the model once to get some ground truth output (from PyTorch) + output = squeezeNet_pytorch(x).detach().numpy() + + # Convert to MDF + mdf_model, params_dict = pytorch_to_mdf( + model=squeezeNet_pytorch, + args=(x), + trace=True, + ) + # Get the graph + mdf_graph = mdf_model.graphs[0] + params_dict["input1"] = x.numpy() + + eg = EvaluableGraph(graph=mdf_graph, verbose=False) + + eg.evaluate(initializer=params_dict) + + output_mdf = eg.output_enodes[0].get_output() + assert np.allclose( + output, + output_mdf, + ) + + +def test_mnasNet(mnasNet_pytorch): + """Test a standard MNASNet model""" + + # Create some test inputs for the model + x = torch.zeros((1, 3, 224, 224)) + # Get rid of randomization due to Dropout + mnasNet_pytorch.eval() + # Run the model once to get some ground truth output (from PyTorch) + output = mnasNet_pytorch(x).detach().numpy() + + # Convert to MDF + mdf_model, params_dict = pytorch_to_mdf( + model=mnasNet_pytorch, + args=(x), + trace=True, + ) + # Get the graph + mdf_graph = mdf_model.graphs[0] + params_dict["input1"] = x.numpy() + + eg = EvaluableGraph(graph=mdf_graph, verbose=False) + + eg.evaluate(initializer=params_dict) + + output_mdf = eg.output_enodes[0].get_output() + assert np.allclose( + output, + output_mdf, + ) + + def _check_model(mdf_model): """A helper function to JIT compile a function or torch.nn.Module into Torchscript and convert to MDF and check it""" From 207dc9878b1ecf61fef78a63fd670a949f3ccf0d Mon Sep 17 00:00:00 2001 From: Parikshit <14.parikshitsingh@gmail.com> Date: Fri, 12 Aug 2022 22:59:03 +0530 Subject: [PATCH 13/40] fix formating --- examples/PyTorch/PyTorch_MDF/mnasNet1_3.json | 2 +- examples/PyTorch/PyTorch_MDF/mobilenetv2.json | 2 +- examples/PyTorch/PyTorch_MDF/resNext.json | 2 +- examples/PyTorch/PyTorch_MDF/shufflenet_v2.json | 2 +- examples/PyTorch/PyTorch_MDF/squeezenet1_1.json | 2 +- examples/PyTorch/PyTorch_MDF/vgg19.json | 2 +- 6 files changed, 6 insertions(+), 6 deletions(-) diff --git a/examples/PyTorch/PyTorch_MDF/mnasNet1_3.json b/examples/PyTorch/PyTorch_MDF/mnasNet1_3.json index 9362cd48..e717683b 100644 --- a/examples/PyTorch/PyTorch_MDF/mnasNet1_3.json +++ b/examples/PyTorch/PyTorch_MDF/mnasNet1_3.json @@ -5757,4 +5757,4 @@ }, "onnx_opset_version": 9 } -} \ No newline at end of file +} diff --git a/examples/PyTorch/PyTorch_MDF/mobilenetv2.json b/examples/PyTorch/PyTorch_MDF/mobilenetv2.json index 65d00ee3..47c31f7d 100644 --- a/examples/PyTorch/PyTorch_MDF/mobilenetv2.json +++ b/examples/PyTorch/PyTorch_MDF/mobilenetv2.json @@ -7603,4 +7603,4 @@ }, "onnx_opset_version": 9 } -} \ No newline at end of file +} diff --git a/examples/PyTorch/PyTorch_MDF/resNext.json b/examples/PyTorch/PyTorch_MDF/resNext.json index f34c9895..c094cc10 100644 --- a/examples/PyTorch/PyTorch_MDF/resNext.json +++ b/examples/PyTorch/PyTorch_MDF/resNext.json @@ -6652,4 +6652,4 @@ }, "onnx_opset_version": 9 } -} \ No newline at end of file +} diff --git a/examples/PyTorch/PyTorch_MDF/shufflenet_v2.json b/examples/PyTorch/PyTorch_MDF/shufflenet_v2.json index d573fdf0..1e904814 100644 --- a/examples/PyTorch/PyTorch_MDF/shufflenet_v2.json +++ b/examples/PyTorch/PyTorch_MDF/shufflenet_v2.json @@ -32155,4 +32155,4 @@ }, "onnx_opset_version": 9 } -} \ No newline at end of file +} diff --git a/examples/PyTorch/PyTorch_MDF/squeezenet1_1.json b/examples/PyTorch/PyTorch_MDF/squeezenet1_1.json index 4d0efeed..d82b3d41 100644 --- a/examples/PyTorch/PyTorch_MDF/squeezenet1_1.json +++ b/examples/PyTorch/PyTorch_MDF/squeezenet1_1.json @@ -3498,4 +3498,4 @@ }, "onnx_opset_version": 9 } -} \ No newline at end of file +} diff --git a/examples/PyTorch/PyTorch_MDF/vgg19.json b/examples/PyTorch/PyTorch_MDF/vgg19.json index a1326601..0dca763e 100644 --- a/examples/PyTorch/PyTorch_MDF/vgg19.json +++ b/examples/PyTorch/PyTorch_MDF/vgg19.json @@ -2342,4 +2342,4 @@ }, "onnx_opset_version": 9 } -} \ No newline at end of file +} From 0a647416e5c24781b56248e3c51fb38a1142c233 Mon Sep 17 00:00:00 2001 From: David Turner Date: Fri, 12 Aug 2022 14:28:12 -0400 Subject: [PATCH 14/40] Refactor PyTorch model fixtures into separate conftest.py These fixtures are only used by pytorch to mdf conversion tests. Lets keep them separate. --- tests/conftest.py | 178 -------- tests/interfaces/pytorch/conftest.py | 554 ++++++++++++++++++++++++ tests/interfaces/pytorch/test_import.py | 379 +--------------- 3 files changed, 558 insertions(+), 553 deletions(-) create mode 100644 tests/interfaces/pytorch/conftest.py diff --git a/tests/conftest.py b/tests/conftest.py index 8c30d388..eeb159e4 100644 --- a/tests/conftest.py +++ b/tests/conftest.py @@ -8,22 +8,6 @@ # excinfo.traceback = excinfo.traceback.cut(path=node.funcargs["script"]) # report.longrepr = node.repr_failure(excinfo) -try: - import torch - import torch.nn as nn - import torch.nn.functional as F - import torchvision.models as models - - # torch.use_deterministic_algorithms(True) - # torch.backends.cudnn.deterministic = True - - # from modeci_mdf.interfaces.pytorch import pytorch_to_mdf - -except ModuleNotFoundError: - pytest.mark.skip( - "Skipping PyTorch interface tests because pytorch is not installed." - ) - backend_markers = { "ACT-R": "actr", "PyTorch": "pytorch", @@ -120,168 +104,6 @@ def simple_model_mdf(): return mod -@pytest.fixture -def simple_convolution_pytorch(): - class CNN(nn.Module): - def __init__(self, in_channels=1, num_classes=10): - super().__init__() - self.conv1 = nn.Conv2d( - in_channels=in_channels, - out_channels=8, - kernel_size=(3, 3), - ) - self.pool = nn.MaxPool2d(kernel_size=(2, 2), stride=(1, 1)) - - self.fc1 = nn.Linear(8 * 25 * 25, num_classes) - - def forward(self, x): - x = F.relu(self.conv1(x)) - x = self.pool(x) - x = x.reshape(x.shape[0], -1) - x = self.fc1(x) - return x - - # Hyperparameters - in_channels = 1 - num_classes = 10 - - model = CNN(in_channels=in_channels, num_classes=num_classes) - return model - - -@pytest.fixture -def convolution_pytorch(): - class CNN(nn.Module): - def __init__(self, in_channels=1, num_classes=10): - super().__init__() - self.conv1 = nn.Conv2d( - in_channels=in_channels, - out_channels=8, - kernel_size=(3, 3), - stride=(1, 1), - padding=(1, 1), - ) - self.pool = nn.MaxPool2d(kernel_size=(2, 2), stride=(2, 2)) - self.conv2 = nn.Conv2d( - in_channels=8, - out_channels=16, - kernel_size=(3, 3), - stride=(1, 1), - padding=(1, 1), - ) - self.fc1 = nn.Linear(16 * 7 * 7, num_classes) - - def forward(self, x): - x = F.relu(self.conv1(x)) - x = self.pool(x) - x = F.relu(self.conv2(x)) - x = self.pool(x) - x = x.reshape(x.shape[0], -1) - x = self.fc1(x) - return x - - # Hyperparameters - in_channels = 1 - num_classes = 10 - - model = CNN(in_channels=in_channels, num_classes=num_classes) - return model - - -@pytest.fixture -def vgg16_pytorch(): - class VGG16(nn.Module): - def __init__(self): - super().__init__() - self.conv1_1 = nn.Conv2d( - in_channels=3, out_channels=64, kernel_size=3, padding=1 - ) - self.conv1_2 = nn.Conv2d( - in_channels=64, out_channels=64, kernel_size=3, padding=1 - ) - - self.conv2_1 = nn.Conv2d( - in_channels=64, out_channels=128, kernel_size=3, padding=1 - ) - self.conv2_2 = nn.Conv2d( - in_channels=128, out_channels=128, kernel_size=3, padding=1 - ) - - self.conv3_1 = nn.Conv2d( - in_channels=128, out_channels=256, kernel_size=3, padding=1 - ) - self.conv3_2 = nn.Conv2d( - in_channels=256, out_channels=256, kernel_size=3, padding=1 - ) - self.conv3_3 = nn.Conv2d( - in_channels=256, out_channels=256, kernel_size=3, padding=1 - ) - - self.conv4_1 = nn.Conv2d( - in_channels=256, out_channels=512, kernel_size=3, padding=1 - ) - self.conv4_2 = nn.Conv2d( - in_channels=512, out_channels=512, kernel_size=3, padding=1 - ) - self.conv4_3 = nn.Conv2d( - in_channels=512, out_channels=512, kernel_size=3, padding=1 - ) - - self.conv5_1 = nn.Conv2d( - in_channels=512, out_channels=512, kernel_size=3, padding=1 - ) - self.conv5_2 = nn.Conv2d( - in_channels=512, out_channels=512, kernel_size=3, padding=1 - ) - self.conv5_3 = nn.Conv2d( - in_channels=512, out_channels=512, kernel_size=3, padding=1 - ) - - self.maxpool = nn.MaxPool2d(kernel_size=2, stride=2) - - self.fc1 = nn.Linear(25088, 4096) - self.fc2 = nn.Linear(4096, 4096) - self.fc3 = nn.Linear(4096, 10) - - def forward(self, x): - x = F.relu(self.conv1_1(x)) - x = F.relu(self.conv1_2(x)) - x = self.maxpool(x) - x = F.relu(self.conv2_1(x)) - x = F.relu(self.conv2_2(x)) - x = self.maxpool(x) - x = F.relu(self.conv3_1(x)) - x = F.relu(self.conv3_2(x)) - x = F.relu(self.conv3_3(x)) - x = self.maxpool(x) - x = F.relu(self.conv4_1(x)) - x = F.relu(self.conv4_2(x)) - x = F.relu(self.conv4_3(x)) - x = self.maxpool(x) - x = F.relu(self.conv5_1(x)) - x = F.relu(self.conv5_2(x)) - x = F.relu(self.conv5_3(x)) - x = self.maxpool(x) - x = x.reshape(x.shape[0], -1) - x = F.relu(self.fc1(x)) - x = F.relu(self.fc2(x)) - x = self.fc3(x) - return x - - # Hyperparameters - in_channels = 3 - num_classes = 1 - - model = VGG16() - return model - - -@pytest.fixture() -def resnet18_pytorch(): - resnet18 = models.resnet18(pretrained=False) - return resnet18 - - @pytest.fixture def create_model(): def _create_model(nodes=None, edges=None, conditions=None): diff --git a/tests/interfaces/pytorch/conftest.py b/tests/interfaces/pytorch/conftest.py new file mode 100644 index 00000000..f4ad0118 --- /dev/null +++ b/tests/interfaces/pytorch/conftest.py @@ -0,0 +1,554 @@ +import pytest + +try: + import torch + import torch.nn as nn + import torch.nn.functional as F + import torchvision.models as models + + # Make PyTorch deterministic for testing. + torch.use_deterministic_algorithms(True) + torch.backends.cudnn.deterministic = True + + from modeci_mdf.interfaces.pytorch import pytorch_to_mdf + +except ModuleNotFoundError: + pytest.mark.skip( + "Skipping PyTorch interface tests because pytorch is not installed." + ) + + +@pytest.fixture +def simple_convolution_pytorch(): + class CNN(nn.Module): + def __init__(self, in_channels=1, num_classes=10): + super().__init__() + self.conv1 = nn.Conv2d( + in_channels=in_channels, + out_channels=8, + kernel_size=(3, 3), + ) + self.pool = nn.MaxPool2d(kernel_size=(2, 2), stride=(1, 1)) + + self.fc1 = nn.Linear(8 * 25 * 25, num_classes) + + def forward(self, x): + x = F.relu(self.conv1(x)) + x = self.pool(x) + x = x.reshape(x.shape[0], -1) + x = self.fc1(x) + return x + + # Hyperparameters + in_channels = 1 + num_classes = 10 + + model = CNN(in_channels=in_channels, num_classes=num_classes) + return model + + +@pytest.fixture +def convolution_pytorch(): + class CNN(nn.Module): + def __init__(self, in_channels=1, num_classes=10): + super().__init__() + self.conv1 = nn.Conv2d( + in_channels=in_channels, + out_channels=8, + kernel_size=(3, 3), + stride=(1, 1), + padding=(1, 1), + ) + self.pool = nn.MaxPool2d(kernel_size=(2, 2), stride=(2, 2)) + self.conv2 = nn.Conv2d( + in_channels=8, + out_channels=16, + kernel_size=(3, 3), + stride=(1, 1), + padding=(1, 1), + ) + self.fc1 = nn.Linear(16 * 7 * 7, num_classes) + + def forward(self, x): + x = F.relu(self.conv1(x)) + x = self.pool(x) + x = F.relu(self.conv2(x)) + x = self.pool(x) + x = x.reshape(x.shape[0], -1) + x = self.fc1(x) + return x + + # Hyperparameters + in_channels = 1 + num_classes = 10 + + model = CNN(in_channels=in_channels, num_classes=num_classes) + return model + + +@pytest.fixture +def vgg16_pytorch(): + class VGG16(nn.Module): + def __init__(self): + super().__init__() + self.conv1_1 = nn.Conv2d( + in_channels=3, out_channels=64, kernel_size=3, padding=1 + ) + self.conv1_2 = nn.Conv2d( + in_channels=64, out_channels=64, kernel_size=3, padding=1 + ) + + self.conv2_1 = nn.Conv2d( + in_channels=64, out_channels=128, kernel_size=3, padding=1 + ) + self.conv2_2 = nn.Conv2d( + in_channels=128, out_channels=128, kernel_size=3, padding=1 + ) + + self.conv3_1 = nn.Conv2d( + in_channels=128, out_channels=256, kernel_size=3, padding=1 + ) + self.conv3_2 = nn.Conv2d( + in_channels=256, out_channels=256, kernel_size=3, padding=1 + ) + self.conv3_3 = nn.Conv2d( + in_channels=256, out_channels=256, kernel_size=3, padding=1 + ) + + self.conv4_1 = nn.Conv2d( + in_channels=256, out_channels=512, kernel_size=3, padding=1 + ) + self.conv4_2 = nn.Conv2d( + in_channels=512, out_channels=512, kernel_size=3, padding=1 + ) + self.conv4_3 = nn.Conv2d( + in_channels=512, out_channels=512, kernel_size=3, padding=1 + ) + + self.conv5_1 = nn.Conv2d( + in_channels=512, out_channels=512, kernel_size=3, padding=1 + ) + self.conv5_2 = nn.Conv2d( + in_channels=512, out_channels=512, kernel_size=3, padding=1 + ) + self.conv5_3 = nn.Conv2d( + in_channels=512, out_channels=512, kernel_size=3, padding=1 + ) + + self.maxpool = nn.MaxPool2d(kernel_size=2, stride=2) + + self.fc1 = nn.Linear(25088, 4096) + self.fc2 = nn.Linear(4096, 4096) + self.fc3 = nn.Linear(4096, 10) + + def forward(self, x): + x = F.relu(self.conv1_1(x)) + x = F.relu(self.conv1_2(x)) + x = self.maxpool(x) + x = F.relu(self.conv2_1(x)) + x = F.relu(self.conv2_2(x)) + x = self.maxpool(x) + x = F.relu(self.conv3_1(x)) + x = F.relu(self.conv3_2(x)) + x = F.relu(self.conv3_3(x)) + x = self.maxpool(x) + x = F.relu(self.conv4_1(x)) + x = F.relu(self.conv4_2(x)) + x = F.relu(self.conv4_3(x)) + x = self.maxpool(x) + x = F.relu(self.conv5_1(x)) + x = F.relu(self.conv5_2(x)) + x = F.relu(self.conv5_3(x)) + x = self.maxpool(x) + x = x.reshape(x.shape[0], -1) + x = F.relu(self.fc1(x)) + x = F.relu(self.fc2(x)) + x = self.fc3(x) + return x + + # Hyperparameters + in_channels = 3 + num_classes = 1 + + model = VGG16() + return model + + +@pytest.fixture() +def resnet18_pytorch(): + resnet18 = models.resnet18(pretrained=False) + return resnet18 + + +@pytest.fixture +def inception_model_pytorch(): + """The InceptionBlocks model the WebGME folks provided as a test case for deepforge.""" + + class InceptionBlocks(nn.Module): + def __init__(self): + super().__init__() + + self.asymmetric_pad = nn.ZeroPad2d((0, 1, 0, 1)) + self.conv2d = nn.Conv2d( + in_channels=5, out_channels=64, kernel_size=(5, 5), padding=2, bias=True + ) + self.prelu = nn.PReLU(init=0.0) + self.averagepooling2d = nn.AvgPool2d((2, 2), stride=2, padding=0) + self.conv2d2 = nn.Conv2d( + in_channels=64, + out_channels=48, + kernel_size=(1, 1), + padding=0, + bias=True, + ) + self.prelu2 = nn.PReLU(init=0.0) + self.conv2d3 = nn.Conv2d( + in_channels=48, + out_channels=64, + kernel_size=(3, 3), + padding=1, + bias=True, + ) + self.prelu3 = nn.PReLU(init=0.0) + self.conv2d4 = nn.Conv2d( + in_channels=64, + out_channels=48, + kernel_size=(1, 1), + padding=0, + bias=True, + ) + self.prelu4 = nn.PReLU(init=0.0) + self.averagepooling2d2 = nn.AvgPool2d((2, 2), stride=1) + self.conv2d5 = nn.Conv2d( + in_channels=64, + out_channels=64, + kernel_size=(1, 1), + padding=0, + bias=True, + ) + self.prelu5 = nn.PReLU(init=0.0) + self.conv2d6 = nn.Conv2d( + in_channels=64, + out_channels=48, + kernel_size=(1, 1), + padding=0, + bias=True, + ) + self.prelu6 = nn.PReLU(init=0.0) + self.conv2d7 = nn.Conv2d( + in_channels=48, + out_channels=64, + kernel_size=(1, 1), + padding=0, + bias=True, + ) + self.prelu7 = nn.PReLU(init=0.0) + self.conv2d8 = nn.Conv2d( + in_channels=240, + out_channels=64, + kernel_size=(1, 1), + padding=0, + bias=True, + ) + self.conv2d9 = nn.Conv2d( + in_channels=240, + out_channels=92, + kernel_size=(1, 1), + padding=0, + bias=True, + ) + self.conv2d10 = nn.Conv2d( + in_channels=240, + out_channels=64, + kernel_size=(1, 1), + padding=0, + bias=True, + ) + self.prelu8 = nn.PReLU(init=0.0) + self.conv2d11 = nn.Conv2d( + in_channels=64, + out_channels=92, + kernel_size=(5, 5), + padding=2, + bias=True, + ) + self.prelu9 = nn.PReLU(init=0.0) + self.prelu10 = nn.PReLU(init=0.0) + self.averagepooling2d3 = nn.AvgPool2d((2, 2), stride=1, padding=0) + self.conv2d12 = nn.Conv2d( + in_channels=240, + out_channels=64, + kernel_size=(1, 1), + padding=0, + bias=True, + ) + self.prelu11 = nn.PReLU(init=0.0) + self.conv2d13 = nn.Conv2d( + in_channels=64, + out_channels=92, + kernel_size=(3, 3), + padding=1, + bias=True, + ) + self.prelu12 = nn.PReLU(init=0.0) + self.prelu13 = nn.PReLU(init=0.0) + self.averagepooling2d4 = nn.AvgPool2d((2, 2), stride=2, padding=0) + self.conv2d14 = nn.Conv2d( + in_channels=340, + out_channels=92, + kernel_size=(1, 1), + padding=0, + bias=True, + ) + self.prelu14 = nn.PReLU(init=0.0) + self.conv2d15 = nn.Conv2d( + in_channels=92, + out_channels=128, + kernel_size=(5, 5), + padding=2, + bias=True, + ) + self.prelu15 = nn.PReLU(init=0.0) + self.conv2d16 = nn.Conv2d( + in_channels=340, + out_channels=128, + kernel_size=(1, 1), + padding=0, + bias=True, + ) + self.prelu16 = nn.PReLU(init=0.0) + self.conv2d17 = nn.Conv2d( + in_channels=340, + out_channels=92, + kernel_size=(1, 1), + padding=0, + bias=True, + ) + self.prelu17 = nn.PReLU(init=0.0) + self.averagepooling2d5 = nn.AvgPool2d((2, 2), stride=1, padding=0) + self.conv2d18 = nn.Conv2d( + in_channels=340, + out_channels=92, + kernel_size=(1, 1), + padding=0, + bias=True, + ) + self.prelu18 = nn.PReLU(init=0.0) + self.conv2d19 = nn.Conv2d( + in_channels=92, + out_channels=128, + kernel_size=(3, 3), + padding=1, + bias=True, + ) + self.prelu19 = nn.PReLU(init=0.0) + self.conv2d20 = nn.Conv2d( + in_channels=476, + out_channels=92, + kernel_size=(1, 1), + padding=0, + bias=True, + ) + self.prelu20 = nn.PReLU(init=0.0) + self.conv2d21 = nn.Conv2d( + in_channels=92, + out_channels=128, + kernel_size=(3, 3), + padding=1, + bias=True, + ) + self.prelu21 = nn.PReLU(init=0.0) + self.conv2d22 = nn.Conv2d( + in_channels=476, + out_channels=92, + kernel_size=(1, 1), + padding=0, + bias=True, + ) + self.prelu22 = nn.PReLU(init=0.0) + self.averagepooling2d6 = nn.AvgPool2d((2, 2), stride=1, padding=0) + self.conv2d23 = nn.Conv2d( + in_channels=476, + out_channels=92, + kernel_size=(1, 1), + padding=0, + bias=True, + ) + self.prelu23 = nn.PReLU(init=0.0) + self.conv2d24 = nn.Conv2d( + in_channels=92, + out_channels=128, + kernel_size=(5, 5), + padding=2, + bias=True, + ) + self.prelu24 = nn.PReLU(init=0.0) + self.conv2d25 = nn.Conv2d( + in_channels=476, + out_channels=128, + kernel_size=(1, 1), + padding=0, + bias=True, + ) + self.prelu25 = nn.PReLU(init=0.0) + self.averagepooling2d7 = nn.AvgPool2d((2, 2), stride=2, padding=0) + self.conv2d26 = nn.Conv2d( + in_channels=476, + out_channels=92, + kernel_size=(1, 1), + padding=0, + bias=True, + ) + self.prelu26 = nn.PReLU(init=0.0) + self.averagepooling2d8 = nn.AvgPool2d((2, 2), stride=1, padding=0) + self.conv2d27 = nn.Conv2d( + in_channels=476, + out_channels=92, + kernel_size=(1, 1), + padding=0, + bias=True, + ) + self.prelu27 = nn.PReLU(init=0.0) + self.conv2d28 = nn.Conv2d( + in_channels=92, + out_channels=128, + kernel_size=(3, 3), + padding=1, + bias=True, + ) + self.prelu28 = nn.PReLU(init=0.0) + self.conv2d29 = nn.Conv2d( + in_channels=476, + out_channels=128, + kernel_size=(1, 1), + padding=0, + bias=True, + ) + self.prelu29 = nn.PReLU(init=0.0) + self.dense = nn.Linear(22273, 1096, bias=True) + self.prelu30 = nn.PReLU(init=0.0) + self.dense2 = nn.Linear(1096, 1096, bias=True) + self.prelu31 = nn.PReLU(init=0.0) + self.dense3 = nn.Linear(1096, 180, bias=True) + + def forward(self, galaxy_images_output, ebv_output): + conv2d_output = self.conv2d(galaxy_images_output) + prelu_output = self.prelu(conv2d_output) + averagepooling2d_output = self.averagepooling2d(prelu_output) + conv2d_output2 = self.conv2d2(averagepooling2d_output) + prelu_output2 = self.prelu2(conv2d_output2) + conv2d_output3 = self.conv2d3(prelu_output2) + prelu_output3 = self.prelu3(conv2d_output3) + conv2d_output4 = self.conv2d4(averagepooling2d_output) + prelu_output4 = self.prelu4(conv2d_output4) + prelu_output4 = self.asymmetric_pad(prelu_output4) + averagepooling2d_output2 = self.averagepooling2d2(prelu_output4) + conv2d_output5 = self.conv2d5(averagepooling2d_output) + prelu_output5 = self.prelu5(conv2d_output5) + conv2d_output6 = self.conv2d6(averagepooling2d_output) + prelu_output6 = self.prelu6(conv2d_output6) + conv2d_output7 = self.conv2d7(prelu_output6) + prelu_output7 = self.prelu7(conv2d_output7) + concatenate_output = torch.cat( + (prelu_output5, prelu_output3, prelu_output7, averagepooling2d_output2), + dim=1, + ) + conv2d_output8 = self.conv2d8(concatenate_output) + conv2d_output9 = self.conv2d9(concatenate_output) + conv2d_output10 = self.conv2d10(concatenate_output) + prelu_output8 = self.prelu8(conv2d_output10) + conv2d_output11 = self.conv2d11(prelu_output8) + prelu_output9 = self.prelu9(conv2d_output11) + prelu_output10 = self.prelu10(conv2d_output8) + prelu_output10 = self.asymmetric_pad(prelu_output10) + averagepooling2d_output3 = self.averagepooling2d3(prelu_output10) + conv2d_output12 = self.conv2d12(concatenate_output) + prelu_output11 = self.prelu11(conv2d_output12) + conv2d_output13 = self.conv2d13(prelu_output11) + prelu_output12 = self.prelu12(conv2d_output13) + prelu_output13 = self.prelu13(conv2d_output9) + concatenate_output2 = torch.cat( + ( + prelu_output13, + prelu_output12, + prelu_output9, + averagepooling2d_output3, + ), + dim=1, + ) + averagepooling2d_output4 = self.averagepooling2d4(concatenate_output2) + conv2d_output14 = self.conv2d14(averagepooling2d_output4) + prelu_output14 = self.prelu14(conv2d_output14) + conv2d_output15 = self.conv2d15(prelu_output14) + prelu_output15 = self.prelu15(conv2d_output15) + conv2d_output16 = self.conv2d16(averagepooling2d_output4) + prelu_output16 = self.prelu16(conv2d_output16) + conv2d_output17 = self.conv2d17(averagepooling2d_output4) + prelu_output17 = self.prelu17(conv2d_output17) + prelu_output17 = self.asymmetric_pad(prelu_output17) + averagepooling2d_output5 = self.averagepooling2d5(prelu_output17) + conv2d_output18 = self.conv2d18(averagepooling2d_output4) + prelu_output18 = self.prelu18(conv2d_output18) + conv2d_output19 = self.conv2d19(prelu_output18) + prelu_output19 = self.prelu19(conv2d_output19) + concatenate_output3 = torch.cat( + ( + prelu_output16, + prelu_output19, + prelu_output15, + averagepooling2d_output5, + ), + dim=1, + ) + conv2d_output20 = self.conv2d20(concatenate_output3) + prelu_output20 = self.prelu20(conv2d_output20) + conv2d_output21 = self.conv2d21(prelu_output20) + prelu_output21 = self.prelu21(conv2d_output21) + conv2d_output22 = self.conv2d22(concatenate_output3) + prelu_output22 = self.prelu22(conv2d_output22) + prelu_output22 = self.asymmetric_pad(prelu_output22) + averagepooling2d_output6 = self.averagepooling2d6(prelu_output22) + conv2d_output23 = self.conv2d23(concatenate_output3) + prelu_output23 = self.prelu23(conv2d_output23) + conv2d_output24 = self.conv2d24(prelu_output23) + prelu_output24 = self.prelu24(conv2d_output24) + conv2d_output25 = self.conv2d25(concatenate_output3) + prelu_output25 = self.prelu25(conv2d_output25) + concatenate_output4 = torch.cat( + ( + prelu_output25, + prelu_output21, + prelu_output24, + averagepooling2d_output6, + ), + dim=1, + ) + averagepooling2d_output7 = self.averagepooling2d7(concatenate_output4) + conv2d_output26 = self.conv2d26(averagepooling2d_output7) + prelu_output26 = self.prelu26(conv2d_output26) + prelu_output26 = self.asymmetric_pad(prelu_output26) + averagepooling2d_output8 = self.averagepooling2d8(prelu_output26) + conv2d_output27 = self.conv2d27(averagepooling2d_output7) + prelu_output27 = self.prelu27(conv2d_output27) + conv2d_output28 = self.conv2d28(prelu_output27) + prelu_output28 = self.prelu28(conv2d_output28) + conv2d_output29 = self.conv2d29(averagepooling2d_output7) + prelu_output29 = self.prelu29(conv2d_output29) + concatenate_output5 = torch.cat( + (prelu_output29, prelu_output28, averagepooling2d_output8), dim=1 + ) + flatten_output = torch.flatten(concatenate_output5) + concatenate_output6 = torch.cat((flatten_output, ebv_output), dim=0) + dense_output = self.dense(concatenate_output6) + prelu_output30 = self.prelu30(dense_output) + dense_output2 = self.dense2(prelu_output30) + prelu_output31 = self.prelu31(dense_output2) + dense_output3 = self.dense3(prelu_output31) + + return dense_output3 + + torch.manual_seed(0) + model = InceptionBlocks() + model.eval() + + return model diff --git a/tests/interfaces/pytorch/test_import.py b/tests/interfaces/pytorch/test_import.py index b364d6c6..301dd570 100644 --- a/tests/interfaces/pytorch/test_import.py +++ b/tests/interfaces/pytorch/test_import.py @@ -1,3 +1,6 @@ +""" +Tests for importing of PyTorch models into MDF. These tests use a lot of fixtures for models setup in ./conftest.py +""" import pytest import numpy as np @@ -20,380 +23,6 @@ from modeci_mdf.utils import load_mdf_json -@pytest.fixture -def inception_model_pytorch(): - """The InceptionBlocks model the WebGME folks provided as a test case for deepforge.""" - - class InceptionBlocks(nn.Module): - def __init__(self): - super().__init__() - - self.asymmetric_pad = nn.ZeroPad2d((0, 1, 0, 1)) - self.conv2d = nn.Conv2d( - in_channels=5, out_channels=64, kernel_size=(5, 5), padding=2, bias=True - ) - self.prelu = nn.PReLU(init=0.0) - self.averagepooling2d = nn.AvgPool2d((2, 2), stride=2, padding=0) - self.conv2d2 = nn.Conv2d( - in_channels=64, - out_channels=48, - kernel_size=(1, 1), - padding=0, - bias=True, - ) - self.prelu2 = nn.PReLU(init=0.0) - self.conv2d3 = nn.Conv2d( - in_channels=48, - out_channels=64, - kernel_size=(3, 3), - padding=1, - bias=True, - ) - self.prelu3 = nn.PReLU(init=0.0) - self.conv2d4 = nn.Conv2d( - in_channels=64, - out_channels=48, - kernel_size=(1, 1), - padding=0, - bias=True, - ) - self.prelu4 = nn.PReLU(init=0.0) - self.averagepooling2d2 = nn.AvgPool2d((2, 2), stride=1) - self.conv2d5 = nn.Conv2d( - in_channels=64, - out_channels=64, - kernel_size=(1, 1), - padding=0, - bias=True, - ) - self.prelu5 = nn.PReLU(init=0.0) - self.conv2d6 = nn.Conv2d( - in_channels=64, - out_channels=48, - kernel_size=(1, 1), - padding=0, - bias=True, - ) - self.prelu6 = nn.PReLU(init=0.0) - self.conv2d7 = nn.Conv2d( - in_channels=48, - out_channels=64, - kernel_size=(1, 1), - padding=0, - bias=True, - ) - self.prelu7 = nn.PReLU(init=0.0) - self.conv2d8 = nn.Conv2d( - in_channels=240, - out_channels=64, - kernel_size=(1, 1), - padding=0, - bias=True, - ) - self.conv2d9 = nn.Conv2d( - in_channels=240, - out_channels=92, - kernel_size=(1, 1), - padding=0, - bias=True, - ) - self.conv2d10 = nn.Conv2d( - in_channels=240, - out_channels=64, - kernel_size=(1, 1), - padding=0, - bias=True, - ) - self.prelu8 = nn.PReLU(init=0.0) - self.conv2d11 = nn.Conv2d( - in_channels=64, - out_channels=92, - kernel_size=(5, 5), - padding=2, - bias=True, - ) - self.prelu9 = nn.PReLU(init=0.0) - self.prelu10 = nn.PReLU(init=0.0) - self.averagepooling2d3 = nn.AvgPool2d((2, 2), stride=1, padding=0) - self.conv2d12 = nn.Conv2d( - in_channels=240, - out_channels=64, - kernel_size=(1, 1), - padding=0, - bias=True, - ) - self.prelu11 = nn.PReLU(init=0.0) - self.conv2d13 = nn.Conv2d( - in_channels=64, - out_channels=92, - kernel_size=(3, 3), - padding=1, - bias=True, - ) - self.prelu12 = nn.PReLU(init=0.0) - self.prelu13 = nn.PReLU(init=0.0) - self.averagepooling2d4 = nn.AvgPool2d((2, 2), stride=2, padding=0) - self.conv2d14 = nn.Conv2d( - in_channels=340, - out_channels=92, - kernel_size=(1, 1), - padding=0, - bias=True, - ) - self.prelu14 = nn.PReLU(init=0.0) - self.conv2d15 = nn.Conv2d( - in_channels=92, - out_channels=128, - kernel_size=(5, 5), - padding=2, - bias=True, - ) - self.prelu15 = nn.PReLU(init=0.0) - self.conv2d16 = nn.Conv2d( - in_channels=340, - out_channels=128, - kernel_size=(1, 1), - padding=0, - bias=True, - ) - self.prelu16 = nn.PReLU(init=0.0) - self.conv2d17 = nn.Conv2d( - in_channels=340, - out_channels=92, - kernel_size=(1, 1), - padding=0, - bias=True, - ) - self.prelu17 = nn.PReLU(init=0.0) - self.averagepooling2d5 = nn.AvgPool2d((2, 2), stride=1, padding=0) - self.conv2d18 = nn.Conv2d( - in_channels=340, - out_channels=92, - kernel_size=(1, 1), - padding=0, - bias=True, - ) - self.prelu18 = nn.PReLU(init=0.0) - self.conv2d19 = nn.Conv2d( - in_channels=92, - out_channels=128, - kernel_size=(3, 3), - padding=1, - bias=True, - ) - self.prelu19 = nn.PReLU(init=0.0) - self.conv2d20 = nn.Conv2d( - in_channels=476, - out_channels=92, - kernel_size=(1, 1), - padding=0, - bias=True, - ) - self.prelu20 = nn.PReLU(init=0.0) - self.conv2d21 = nn.Conv2d( - in_channels=92, - out_channels=128, - kernel_size=(3, 3), - padding=1, - bias=True, - ) - self.prelu21 = nn.PReLU(init=0.0) - self.conv2d22 = nn.Conv2d( - in_channels=476, - out_channels=92, - kernel_size=(1, 1), - padding=0, - bias=True, - ) - self.prelu22 = nn.PReLU(init=0.0) - self.averagepooling2d6 = nn.AvgPool2d((2, 2), stride=1, padding=0) - self.conv2d23 = nn.Conv2d( - in_channels=476, - out_channels=92, - kernel_size=(1, 1), - padding=0, - bias=True, - ) - self.prelu23 = nn.PReLU(init=0.0) - self.conv2d24 = nn.Conv2d( - in_channels=92, - out_channels=128, - kernel_size=(5, 5), - padding=2, - bias=True, - ) - self.prelu24 = nn.PReLU(init=0.0) - self.conv2d25 = nn.Conv2d( - in_channels=476, - out_channels=128, - kernel_size=(1, 1), - padding=0, - bias=True, - ) - self.prelu25 = nn.PReLU(init=0.0) - self.averagepooling2d7 = nn.AvgPool2d((2, 2), stride=2, padding=0) - self.conv2d26 = nn.Conv2d( - in_channels=476, - out_channels=92, - kernel_size=(1, 1), - padding=0, - bias=True, - ) - self.prelu26 = nn.PReLU(init=0.0) - self.averagepooling2d8 = nn.AvgPool2d((2, 2), stride=1, padding=0) - self.conv2d27 = nn.Conv2d( - in_channels=476, - out_channels=92, - kernel_size=(1, 1), - padding=0, - bias=True, - ) - self.prelu27 = nn.PReLU(init=0.0) - self.conv2d28 = nn.Conv2d( - in_channels=92, - out_channels=128, - kernel_size=(3, 3), - padding=1, - bias=True, - ) - self.prelu28 = nn.PReLU(init=0.0) - self.conv2d29 = nn.Conv2d( - in_channels=476, - out_channels=128, - kernel_size=(1, 1), - padding=0, - bias=True, - ) - self.prelu29 = nn.PReLU(init=0.0) - self.dense = nn.Linear(22273, 1096, bias=True) - self.prelu30 = nn.PReLU(init=0.0) - self.dense2 = nn.Linear(1096, 1096, bias=True) - self.prelu31 = nn.PReLU(init=0.0) - self.dense3 = nn.Linear(1096, 180, bias=True) - - def forward(self, galaxy_images_output, ebv_output): - conv2d_output = self.conv2d(galaxy_images_output) - prelu_output = self.prelu(conv2d_output) - averagepooling2d_output = self.averagepooling2d(prelu_output) - conv2d_output2 = self.conv2d2(averagepooling2d_output) - prelu_output2 = self.prelu2(conv2d_output2) - conv2d_output3 = self.conv2d3(prelu_output2) - prelu_output3 = self.prelu3(conv2d_output3) - conv2d_output4 = self.conv2d4(averagepooling2d_output) - prelu_output4 = self.prelu4(conv2d_output4) - prelu_output4 = self.asymmetric_pad(prelu_output4) - averagepooling2d_output2 = self.averagepooling2d2(prelu_output4) - conv2d_output5 = self.conv2d5(averagepooling2d_output) - prelu_output5 = self.prelu5(conv2d_output5) - conv2d_output6 = self.conv2d6(averagepooling2d_output) - prelu_output6 = self.prelu6(conv2d_output6) - conv2d_output7 = self.conv2d7(prelu_output6) - prelu_output7 = self.prelu7(conv2d_output7) - concatenate_output = torch.cat( - (prelu_output5, prelu_output3, prelu_output7, averagepooling2d_output2), - dim=1, - ) - conv2d_output8 = self.conv2d8(concatenate_output) - conv2d_output9 = self.conv2d9(concatenate_output) - conv2d_output10 = self.conv2d10(concatenate_output) - prelu_output8 = self.prelu8(conv2d_output10) - conv2d_output11 = self.conv2d11(prelu_output8) - prelu_output9 = self.prelu9(conv2d_output11) - prelu_output10 = self.prelu10(conv2d_output8) - prelu_output10 = self.asymmetric_pad(prelu_output10) - averagepooling2d_output3 = self.averagepooling2d3(prelu_output10) - conv2d_output12 = self.conv2d12(concatenate_output) - prelu_output11 = self.prelu11(conv2d_output12) - conv2d_output13 = self.conv2d13(prelu_output11) - prelu_output12 = self.prelu12(conv2d_output13) - prelu_output13 = self.prelu13(conv2d_output9) - concatenate_output2 = torch.cat( - ( - prelu_output13, - prelu_output12, - prelu_output9, - averagepooling2d_output3, - ), - dim=1, - ) - averagepooling2d_output4 = self.averagepooling2d4(concatenate_output2) - conv2d_output14 = self.conv2d14(averagepooling2d_output4) - prelu_output14 = self.prelu14(conv2d_output14) - conv2d_output15 = self.conv2d15(prelu_output14) - prelu_output15 = self.prelu15(conv2d_output15) - conv2d_output16 = self.conv2d16(averagepooling2d_output4) - prelu_output16 = self.prelu16(conv2d_output16) - conv2d_output17 = self.conv2d17(averagepooling2d_output4) - prelu_output17 = self.prelu17(conv2d_output17) - prelu_output17 = self.asymmetric_pad(prelu_output17) - averagepooling2d_output5 = self.averagepooling2d5(prelu_output17) - conv2d_output18 = self.conv2d18(averagepooling2d_output4) - prelu_output18 = self.prelu18(conv2d_output18) - conv2d_output19 = self.conv2d19(prelu_output18) - prelu_output19 = self.prelu19(conv2d_output19) - concatenate_output3 = torch.cat( - ( - prelu_output16, - prelu_output19, - prelu_output15, - averagepooling2d_output5, - ), - dim=1, - ) - conv2d_output20 = self.conv2d20(concatenate_output3) - prelu_output20 = self.prelu20(conv2d_output20) - conv2d_output21 = self.conv2d21(prelu_output20) - prelu_output21 = self.prelu21(conv2d_output21) - conv2d_output22 = self.conv2d22(concatenate_output3) - prelu_output22 = self.prelu22(conv2d_output22) - prelu_output22 = self.asymmetric_pad(prelu_output22) - averagepooling2d_output6 = self.averagepooling2d6(prelu_output22) - conv2d_output23 = self.conv2d23(concatenate_output3) - prelu_output23 = self.prelu23(conv2d_output23) - conv2d_output24 = self.conv2d24(prelu_output23) - prelu_output24 = self.prelu24(conv2d_output24) - conv2d_output25 = self.conv2d25(concatenate_output3) - prelu_output25 = self.prelu25(conv2d_output25) - concatenate_output4 = torch.cat( - ( - prelu_output25, - prelu_output21, - prelu_output24, - averagepooling2d_output6, - ), - dim=1, - ) - averagepooling2d_output7 = self.averagepooling2d7(concatenate_output4) - conv2d_output26 = self.conv2d26(averagepooling2d_output7) - prelu_output26 = self.prelu26(conv2d_output26) - prelu_output26 = self.asymmetric_pad(prelu_output26) - averagepooling2d_output8 = self.averagepooling2d8(prelu_output26) - conv2d_output27 = self.conv2d27(averagepooling2d_output7) - prelu_output27 = self.prelu27(conv2d_output27) - conv2d_output28 = self.conv2d28(prelu_output27) - prelu_output28 = self.prelu28(conv2d_output28) - conv2d_output29 = self.conv2d29(averagepooling2d_output7) - prelu_output29 = self.prelu29(conv2d_output29) - concatenate_output5 = torch.cat( - (prelu_output29, prelu_output28, averagepooling2d_output8), dim=1 - ) - flatten_output = torch.flatten(concatenate_output5) - concatenate_output6 = torch.cat((flatten_output, ebv_output), dim=0) - dense_output = self.dense(concatenate_output6) - prelu_output30 = self.prelu30(dense_output) - dense_output2 = self.dense2(prelu_output30) - prelu_output31 = self.prelu31(dense_output2) - dense_output3 = self.dense3(prelu_output31) - - return dense_output3 - - torch.manual_seed(0) - model = InceptionBlocks() - model.eval() - - return model - - def test_simple_convolution(simple_convolution_pytorch): """Test a simple convolution neural network model""" x = torch.zeros((1, 1, 28, 28)) @@ -417,7 +46,7 @@ def test_simple_convolution(simple_convolution_pytorch): eg.evaluate(initializer=params_dict) output_mdf = eg.output_enodes[0].get_output() - assert np.allclose(output, output_mdf, atol=1e-7) + assert np.allclose(output, output_mdf) def test_convolution(convolution_pytorch): From 914dea60c1f97f125da5011815af609ab325e87e Mon Sep 17 00:00:00 2001 From: David Turner Date: Fri, 12 Aug 2022 14:31:40 -0400 Subject: [PATCH 15/40] Change CI workflow to install PsyNeuLink after core dependencies have been installed. Currently, we are not testing if core mdf works without PyTorch or PsyNeuLink because these are installed before core package is installed (PsyNeuLink depends on PyTorch). I have moved this install to the end, after installation of all backends (including PNL) from PIP. This is better for testing that a clean install works. --- .github/workflows/ci.yml | 15 ++++----------- 1 file changed, 4 insertions(+), 11 deletions(-) diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml index ebec8dee..35210b99 100644 --- a/.github/workflows/ci.yml +++ b/.github/workflows/ci.yml @@ -39,19 +39,9 @@ jobs: with: python-version: ${{ matrix.python-version }} - - name: Install modelspec + - name: Install modelspec (from github repo) run: python -m pip install git+https://github.com/ModECI/modelspec.git@main - # - name: Install NeuroMLlite - # run: python -m pip install NeuroMLlite>=0.5.0 - - - name: Install GPy (py3.9) - if: ${{ matrix.python-version == '3.9' }} - run: python -m pip install git+https://github.com/SheffieldML/GPy.git@devel - - - name: Install specific PsyNeuLink branch - run: python -m pip install git+https://github.com/ModECI/PsyNeuLink@devel - - name: Install core package run: python -m pip install .[dev] @@ -66,6 +56,9 @@ jobs: - name: Install optional dependencies run: python -m pip install .[all] + - name: Re-install PsyNeuLink (from development branch on github) + run: python -m pip install git+https://github.com/ModECI/PsyNeuLink@devel + - name: Version info for optional installed packages run: | pip list From 861b6be68157f4acdab5518fce1adc4191559e6a Mon Sep 17 00:00:00 2001 From: David Turner Date: Fri, 12 Aug 2022 14:38:03 -0400 Subject: [PATCH 16/40] Merged new models @parikshit14 added in pytorch/conftest.py --- tests/interfaces/pytorch/conftest.py | 36 ++++++++++++++++++++++++++++ 1 file changed, 36 insertions(+) diff --git a/tests/interfaces/pytorch/conftest.py b/tests/interfaces/pytorch/conftest.py index f4ad0118..096cb7ee 100644 --- a/tests/interfaces/pytorch/conftest.py +++ b/tests/interfaces/pytorch/conftest.py @@ -174,12 +174,48 @@ def forward(self, x): return model +@pytest.fixture() +def vgg19_pytorch(): + vgg19 = models.vgg19(pretrained=False) + return vgg19 + + @pytest.fixture() def resnet18_pytorch(): resnet18 = models.resnet18(pretrained=False) return resnet18 +@pytest.fixture() +def mobilenetv2_pytorch(): + mobilenet_v2 = models.mobilenet_v2(pretrained=False) + return mobilenet_v2 + + +@pytest.fixture() +def squeezeNet_pytorch(): + squeezeNet_v2 = models.squeezenet1_1(pretrained=False) + return squeezeNet_v2 + + +@pytest.fixture() +def mnasNet_pytorch(): + mnasNet = models.mnasnet1_3(pretrained=False) + return mnasNet + + +@pytest.fixture() +def shufflenetv2_pytorch(): + shufflenet_v2 = models.shufflenet_v2_x0_5(pretrained=False) + return shufflenet_v2 + + +@pytest.fixture() +def resNext_pytorch(): + resNext_v2 = models.resnext50_32x4d(pretrained=False) + return resNext_v2 + + @pytest.fixture def inception_model_pytorch(): """The InceptionBlocks model the WebGME folks provided as a test case for deepforge.""" From 3017d15025666937f8ebc5d50e7e1a9b72de5baf Mon Sep 17 00:00:00 2001 From: David Turner Date: Fri, 12 Aug 2022 14:58:05 -0400 Subject: [PATCH 17/40] Handle new way pretrain=False is specified for torchvision 0.13. This should support both ways depending on version of torchvision. --- tests/interfaces/pytorch/conftest.py | 24 +++++++++++++++++------- 1 file changed, 17 insertions(+), 7 deletions(-) diff --git a/tests/interfaces/pytorch/conftest.py b/tests/interfaces/pytorch/conftest.py index 096cb7ee..89804e53 100644 --- a/tests/interfaces/pytorch/conftest.py +++ b/tests/interfaces/pytorch/conftest.py @@ -12,6 +12,16 @@ from modeci_mdf.interfaces.pytorch import pytorch_to_mdf + # New API for specifying pretrained=False is weughts=None. pretrained keyword + # will be removed soon. This handles that for all models depending on PyTorch + # version. + import inspect + + is_new_weights_api = "weights" in inspect.signature(models.resnet18).parameters + model_weights_spec = ( + {"weights": None} if is_new_weights_api else {"pretrained": False} + ) + except ModuleNotFoundError: pytest.mark.skip( "Skipping PyTorch interface tests because pytorch is not installed." @@ -176,43 +186,43 @@ def forward(self, x): @pytest.fixture() def vgg19_pytorch(): - vgg19 = models.vgg19(pretrained=False) + vgg19 = models.vgg19(**model_weights_spec) return vgg19 @pytest.fixture() def resnet18_pytorch(): - resnet18 = models.resnet18(pretrained=False) + resnet18 = models.resnet18(**model_weights_spec) return resnet18 @pytest.fixture() def mobilenetv2_pytorch(): - mobilenet_v2 = models.mobilenet_v2(pretrained=False) + mobilenet_v2 = models.mobilenet_v2(**model_weights_spec) return mobilenet_v2 @pytest.fixture() def squeezeNet_pytorch(): - squeezeNet_v2 = models.squeezenet1_1(pretrained=False) + squeezeNet_v2 = models.squeezenet1_1(**model_weights_spec) return squeezeNet_v2 @pytest.fixture() def mnasNet_pytorch(): - mnasNet = models.mnasnet1_3(pretrained=False) + mnasNet = models.mnasnet1_3(**model_weights_spec) return mnasNet @pytest.fixture() def shufflenetv2_pytorch(): - shufflenet_v2 = models.shufflenet_v2_x0_5(pretrained=False) + shufflenet_v2 = models.shufflenet_v2_x0_5(**model_weights_spec) return shufflenet_v2 @pytest.fixture() def resNext_pytorch(): - resNext_v2 = models.resnext50_32x4d(pretrained=False) + resNext_v2 = models.resnext50_32x4d(**model_weights_spec) return resNext_v2 From b40b80e41396817d0d58e0a102278e98d690fce9 Mon Sep 17 00:00:00 2001 From: David Turner Date: Sat, 13 Aug 2022 00:21:05 -0400 Subject: [PATCH 18/40] Refactor tests for torchvision models. @parikshit14, I changed some of your code to remove a lot of duplication. test_import.py under pytorch now enumerates all models in torchvision and creates a test for each different type of model. All the models have the same interface so we can consolidate the testing code into a parameterized pytest. We have 5 out of 20 tests failing still, lets see if we can track down why each of these models is failing to run in the execution engine. --- tests/conftest.py | 178 ------------ tests/interfaces/pytorch/conftest.py | 140 --------- tests/interfaces/pytorch/test_import.py | 368 +++++------------------- 3 files changed, 64 insertions(+), 622 deletions(-) diff --git a/tests/conftest.py b/tests/conftest.py index 8c30d388..eeb159e4 100644 --- a/tests/conftest.py +++ b/tests/conftest.py @@ -8,22 +8,6 @@ # excinfo.traceback = excinfo.traceback.cut(path=node.funcargs["script"]) # report.longrepr = node.repr_failure(excinfo) -try: - import torch - import torch.nn as nn - import torch.nn.functional as F - import torchvision.models as models - - # torch.use_deterministic_algorithms(True) - # torch.backends.cudnn.deterministic = True - - # from modeci_mdf.interfaces.pytorch import pytorch_to_mdf - -except ModuleNotFoundError: - pytest.mark.skip( - "Skipping PyTorch interface tests because pytorch is not installed." - ) - backend_markers = { "ACT-R": "actr", "PyTorch": "pytorch", @@ -120,168 +104,6 @@ def simple_model_mdf(): return mod -@pytest.fixture -def simple_convolution_pytorch(): - class CNN(nn.Module): - def __init__(self, in_channels=1, num_classes=10): - super().__init__() - self.conv1 = nn.Conv2d( - in_channels=in_channels, - out_channels=8, - kernel_size=(3, 3), - ) - self.pool = nn.MaxPool2d(kernel_size=(2, 2), stride=(1, 1)) - - self.fc1 = nn.Linear(8 * 25 * 25, num_classes) - - def forward(self, x): - x = F.relu(self.conv1(x)) - x = self.pool(x) - x = x.reshape(x.shape[0], -1) - x = self.fc1(x) - return x - - # Hyperparameters - in_channels = 1 - num_classes = 10 - - model = CNN(in_channels=in_channels, num_classes=num_classes) - return model - - -@pytest.fixture -def convolution_pytorch(): - class CNN(nn.Module): - def __init__(self, in_channels=1, num_classes=10): - super().__init__() - self.conv1 = nn.Conv2d( - in_channels=in_channels, - out_channels=8, - kernel_size=(3, 3), - stride=(1, 1), - padding=(1, 1), - ) - self.pool = nn.MaxPool2d(kernel_size=(2, 2), stride=(2, 2)) - self.conv2 = nn.Conv2d( - in_channels=8, - out_channels=16, - kernel_size=(3, 3), - stride=(1, 1), - padding=(1, 1), - ) - self.fc1 = nn.Linear(16 * 7 * 7, num_classes) - - def forward(self, x): - x = F.relu(self.conv1(x)) - x = self.pool(x) - x = F.relu(self.conv2(x)) - x = self.pool(x) - x = x.reshape(x.shape[0], -1) - x = self.fc1(x) - return x - - # Hyperparameters - in_channels = 1 - num_classes = 10 - - model = CNN(in_channels=in_channels, num_classes=num_classes) - return model - - -@pytest.fixture -def vgg16_pytorch(): - class VGG16(nn.Module): - def __init__(self): - super().__init__() - self.conv1_1 = nn.Conv2d( - in_channels=3, out_channels=64, kernel_size=3, padding=1 - ) - self.conv1_2 = nn.Conv2d( - in_channels=64, out_channels=64, kernel_size=3, padding=1 - ) - - self.conv2_1 = nn.Conv2d( - in_channels=64, out_channels=128, kernel_size=3, padding=1 - ) - self.conv2_2 = nn.Conv2d( - in_channels=128, out_channels=128, kernel_size=3, padding=1 - ) - - self.conv3_1 = nn.Conv2d( - in_channels=128, out_channels=256, kernel_size=3, padding=1 - ) - self.conv3_2 = nn.Conv2d( - in_channels=256, out_channels=256, kernel_size=3, padding=1 - ) - self.conv3_3 = nn.Conv2d( - in_channels=256, out_channels=256, kernel_size=3, padding=1 - ) - - self.conv4_1 = nn.Conv2d( - in_channels=256, out_channels=512, kernel_size=3, padding=1 - ) - self.conv4_2 = nn.Conv2d( - in_channels=512, out_channels=512, kernel_size=3, padding=1 - ) - self.conv4_3 = nn.Conv2d( - in_channels=512, out_channels=512, kernel_size=3, padding=1 - ) - - self.conv5_1 = nn.Conv2d( - in_channels=512, out_channels=512, kernel_size=3, padding=1 - ) - self.conv5_2 = nn.Conv2d( - in_channels=512, out_channels=512, kernel_size=3, padding=1 - ) - self.conv5_3 = nn.Conv2d( - in_channels=512, out_channels=512, kernel_size=3, padding=1 - ) - - self.maxpool = nn.MaxPool2d(kernel_size=2, stride=2) - - self.fc1 = nn.Linear(25088, 4096) - self.fc2 = nn.Linear(4096, 4096) - self.fc3 = nn.Linear(4096, 10) - - def forward(self, x): - x = F.relu(self.conv1_1(x)) - x = F.relu(self.conv1_2(x)) - x = self.maxpool(x) - x = F.relu(self.conv2_1(x)) - x = F.relu(self.conv2_2(x)) - x = self.maxpool(x) - x = F.relu(self.conv3_1(x)) - x = F.relu(self.conv3_2(x)) - x = F.relu(self.conv3_3(x)) - x = self.maxpool(x) - x = F.relu(self.conv4_1(x)) - x = F.relu(self.conv4_2(x)) - x = F.relu(self.conv4_3(x)) - x = self.maxpool(x) - x = F.relu(self.conv5_1(x)) - x = F.relu(self.conv5_2(x)) - x = F.relu(self.conv5_3(x)) - x = self.maxpool(x) - x = x.reshape(x.shape[0], -1) - x = F.relu(self.fc1(x)) - x = F.relu(self.fc2(x)) - x = self.fc3(x) - return x - - # Hyperparameters - in_channels = 3 - num_classes = 1 - - model = VGG16() - return model - - -@pytest.fixture() -def resnet18_pytorch(): - resnet18 = models.resnet18(pretrained=False) - return resnet18 - - @pytest.fixture def create_model(): def _create_model(nodes=None, edges=None, conditions=None): diff --git a/tests/interfaces/pytorch/conftest.py b/tests/interfaces/pytorch/conftest.py index 89804e53..2f8ed3ca 100644 --- a/tests/interfaces/pytorch/conftest.py +++ b/tests/interfaces/pytorch/conftest.py @@ -12,16 +12,6 @@ from modeci_mdf.interfaces.pytorch import pytorch_to_mdf - # New API for specifying pretrained=False is weughts=None. pretrained keyword - # will be removed soon. This handles that for all models depending on PyTorch - # version. - import inspect - - is_new_weights_api = "weights" in inspect.signature(models.resnet18).parameters - model_weights_spec = ( - {"weights": None} if is_new_weights_api else {"pretrained": False} - ) - except ModuleNotFoundError: pytest.mark.skip( "Skipping PyTorch interface tests because pytorch is not installed." @@ -96,136 +86,6 @@ def forward(self, x): return model -@pytest.fixture -def vgg16_pytorch(): - class VGG16(nn.Module): - def __init__(self): - super().__init__() - self.conv1_1 = nn.Conv2d( - in_channels=3, out_channels=64, kernel_size=3, padding=1 - ) - self.conv1_2 = nn.Conv2d( - in_channels=64, out_channels=64, kernel_size=3, padding=1 - ) - - self.conv2_1 = nn.Conv2d( - in_channels=64, out_channels=128, kernel_size=3, padding=1 - ) - self.conv2_2 = nn.Conv2d( - in_channels=128, out_channels=128, kernel_size=3, padding=1 - ) - - self.conv3_1 = nn.Conv2d( - in_channels=128, out_channels=256, kernel_size=3, padding=1 - ) - self.conv3_2 = nn.Conv2d( - in_channels=256, out_channels=256, kernel_size=3, padding=1 - ) - self.conv3_3 = nn.Conv2d( - in_channels=256, out_channels=256, kernel_size=3, padding=1 - ) - - self.conv4_1 = nn.Conv2d( - in_channels=256, out_channels=512, kernel_size=3, padding=1 - ) - self.conv4_2 = nn.Conv2d( - in_channels=512, out_channels=512, kernel_size=3, padding=1 - ) - self.conv4_3 = nn.Conv2d( - in_channels=512, out_channels=512, kernel_size=3, padding=1 - ) - - self.conv5_1 = nn.Conv2d( - in_channels=512, out_channels=512, kernel_size=3, padding=1 - ) - self.conv5_2 = nn.Conv2d( - in_channels=512, out_channels=512, kernel_size=3, padding=1 - ) - self.conv5_3 = nn.Conv2d( - in_channels=512, out_channels=512, kernel_size=3, padding=1 - ) - - self.maxpool = nn.MaxPool2d(kernel_size=2, stride=2) - - self.fc1 = nn.Linear(25088, 4096) - self.fc2 = nn.Linear(4096, 4096) - self.fc3 = nn.Linear(4096, 10) - - def forward(self, x): - x = F.relu(self.conv1_1(x)) - x = F.relu(self.conv1_2(x)) - x = self.maxpool(x) - x = F.relu(self.conv2_1(x)) - x = F.relu(self.conv2_2(x)) - x = self.maxpool(x) - x = F.relu(self.conv3_1(x)) - x = F.relu(self.conv3_2(x)) - x = F.relu(self.conv3_3(x)) - x = self.maxpool(x) - x = F.relu(self.conv4_1(x)) - x = F.relu(self.conv4_2(x)) - x = F.relu(self.conv4_3(x)) - x = self.maxpool(x) - x = F.relu(self.conv5_1(x)) - x = F.relu(self.conv5_2(x)) - x = F.relu(self.conv5_3(x)) - x = self.maxpool(x) - x = x.reshape(x.shape[0], -1) - x = F.relu(self.fc1(x)) - x = F.relu(self.fc2(x)) - x = self.fc3(x) - return x - - # Hyperparameters - in_channels = 3 - num_classes = 1 - - model = VGG16() - return model - - -@pytest.fixture() -def vgg19_pytorch(): - vgg19 = models.vgg19(**model_weights_spec) - return vgg19 - - -@pytest.fixture() -def resnet18_pytorch(): - resnet18 = models.resnet18(**model_weights_spec) - return resnet18 - - -@pytest.fixture() -def mobilenetv2_pytorch(): - mobilenet_v2 = models.mobilenet_v2(**model_weights_spec) - return mobilenet_v2 - - -@pytest.fixture() -def squeezeNet_pytorch(): - squeezeNet_v2 = models.squeezenet1_1(**model_weights_spec) - return squeezeNet_v2 - - -@pytest.fixture() -def mnasNet_pytorch(): - mnasNet = models.mnasnet1_3(**model_weights_spec) - return mnasNet - - -@pytest.fixture() -def shufflenetv2_pytorch(): - shufflenet_v2 = models.shufflenet_v2_x0_5(**model_weights_spec) - return shufflenet_v2 - - -@pytest.fixture() -def resNext_pytorch(): - resNext_v2 = models.resnext50_32x4d(**model_weights_spec) - return resNext_v2 - - @pytest.fixture def inception_model_pytorch(): """The InceptionBlocks model the WebGME folks provided as a test case for deepforge.""" diff --git a/tests/interfaces/pytorch/test_import.py b/tests/interfaces/pytorch/test_import.py index aba80821..adb9a7eb 100644 --- a/tests/interfaces/pytorch/test_import.py +++ b/tests/interfaces/pytorch/test_import.py @@ -2,237 +2,82 @@ Tests for importing of PyTorch models into MDF. These tests use a lot of fixtures for models setup in ./conftest.py """ import pytest +import inspect import numpy as np -try: - import torch - import torch.nn as nn - - torch.use_deterministic_algorithms(True) - torch.backends.cudnn.deterministic = True - - from modeci_mdf.interfaces.pytorch import pytorch_to_mdf - -except ModuleNotFoundError: - pytest.mark.skip( - "Skipping PyTorch interface tests because pytorch is not installed." - ) - - +from modeci_mdf.mdf import Model from modeci_mdf.execution_engine import EvaluableGraph -from modeci_mdf.utils import load_mdf_json - - -def test_simple_convolution(simple_convolution_pytorch): - """Test a simple convolution neural network model""" - x = torch.zeros((1, 1, 28, 28)) - ebv_output = torch.zeros((1,)) - - # Run the model once to get some ground truth output (from PyTorch) - output = simple_convolution_pytorch(x).detach().numpy() +from modeci_mdf.interfaces.pytorch import pytorch_to_mdf - mdf_model, params_dict = pytorch_to_mdf( - model=simple_convolution_pytorch, - args=(x), - trace=True, - ) - # Get the graph - mdf_graph = mdf_model.graphs[0] - params_dict["input1"] = x.numpy() - # params_dict["input2"] = ebv_output.numpy() - - eg = EvaluableGraph(graph=mdf_graph, verbose=False) +import torch +import torchvision.models as models - eg.evaluate(initializer=params_dict) - output_mdf = eg.output_enodes[0].get_output() - assert np.allclose(output, output_mdf) +def _get_torchvision_models(): + """ + Get all the backbone models in torch vision, suprised there is no function to do this in torchvision. + """ + models_to_test = [] + model_classes = set() + for model_name, model in models.__dict__.items(): + try: + params = inspect.signature(model).parameters + # Get the model class that this construction function returns. To cut down on tests, + # lets only test one version of each model. + return_type = inspect.signature(model).return_annotation -def test_convolution(convolution_pytorch): - """Test a convolution neural network with more layers""" - x = torch.zeros((1, 1, 28, 28)) - ebv_output = torch.zeros((10,)) + if ( + "weights" in params + or "pretrained" in params + and return_type not in model_classes + ): + models_to_test.append(model) + if return_type: + model_classes.add(return_type) - # Run the model once to get some ground truth output (from PyTorch) - output = convolution_pytorch(x).detach().numpy() + except TypeError: + continue - mdf_model, params_dict = pytorch_to_mdf( - model=convolution_pytorch, - args=(x), - trace=True, + # New API for specifying pretrained=False is weughts=None. pretrained keyword + # will be removed soon. This handles that for all models depending on PyTorch + # version. + is_new_weights_api = "weights" in inspect.signature(models.resnet18).parameters + model_weights_spec = ( + {"weights": None} if is_new_weights_api else {"pretrained": False} ) - # Get the graph - mdf_graph = mdf_model.graphs[0] - params_dict["input1"] = x.numpy() - # params_dict["input2"] = ebv_output.numpy() - - eg = EvaluableGraph(graph=mdf_graph, verbose=False) - - eg.evaluate(initializer=params_dict) - output_mdf = eg.output_enodes[0].get_output() - assert np.allclose( - output, - output_mdf, - ) + return [(model, model(**model_weights_spec)) for model in models_to_test] -def test_vgg16(vgg16_pytorch): - """Test a dummy vgg16 model""" - # changed import call +def _run_and_check_model(model, input=None): + """ + Helper function that runs a complete set of tests on a model + - Runs the model in PyTorch to get expected output. + - Converts model to MDF and runs in Python execution engine. + - Compares the results. + """ # Create some test inputs for the model - x = torch.zeros((1, 3, 224, 224)) - ebv_output = torch.zeros((1,)) - - # Run the model once to get some ground truth output (from PyTorch) - output = vgg16_pytorch(x).detach().numpy() - - # Convert to MDF - mdf_model, params_dict = pytorch_to_mdf( - model=vgg16_pytorch, - args=(x), - trace=True, - ) - # Get the graph - mdf_graph = mdf_model.graphs[0] - params_dict["input1"] = x.numpy() - # params_dict["input2"] = ebv_output.numpy() + if input is None: + input = torch.zeros((1, 3, 224, 224)) - eg = EvaluableGraph(graph=mdf_graph, verbose=False) - - eg.evaluate(initializer=params_dict) - - output_mdf = eg.output_enodes[0].get_output() - assert np.allclose( - output, - output_mdf, - ) - - -def test_vgg19(vgg19_pytorch): - """Test a dummy vgg19 model""" - # changed import call - - # Create some test inputs for the model - x = torch.zeros((1, 3, 224, 224)) # Get rid of randomization due to Dropout - vgg19_pytorch.eval() - # Run the model once to get some ground truth output (from PyTorch) - output = vgg19_pytorch(x).detach().numpy() - - # Convert to MDF - mdf_model, params_dict = pytorch_to_mdf( - model=vgg19_pytorch, - args=(x), - trace=True, - ) - # Get the graph - mdf_graph = mdf_model.graphs[0] - params_dict["input1"] = x.numpy() - - eg = EvaluableGraph(graph=mdf_graph, verbose=False) - - eg.evaluate(initializer=params_dict) + model.eval() - output_mdf = eg.output_enodes[0].get_output() - assert np.allclose( - output, - output_mdf, - ) - - -def test_resnet18(resnet18_pytorch): - """Test a standard resnet model imported from PyTorch""" - # changed import call - - x = torch.rand((5, 3, 224, 224)) - - # Run the model once to get some ground truth output (from PyTorch) with torch.no_grad(): - output = resnet18_pytorch(x) - - # Convert to MDF - mdf_model, params_dict = pytorch_to_mdf( - model=resnet18_pytorch, - args=(x), - trace=True, - ) - # Get the graph - mdf_graph = mdf_model.graphs[0] - params_dict["input1"] = x.numpy() - # params_dict["input2"] = ebv_output.numpy() - - eg = EvaluableGraph(graph=mdf_graph, verbose=False) - - eg.evaluate(initializer=params_dict) - - output_mdf = eg.output_enodes[0].get_output() - assert np.allclose( - output, - output_mdf, - # We need to compare results with an epsilon, I think this is related to some ONNX warnings: - # Warning: ONNX Preprocess - Removing mutation from node aten::add_ on block input: - # 'bn1.num_batches_tracked'. This changes graph semantics. - atol=1e-5, - ) - - -def test_mobilenetv2(mobilenetv2_pytorch): - """Test a standard mobilenetv2 model""" - - # Create some test inputs for the model - x = torch.zeros((1, 3, 224, 224)) - - # Run the model once to get some ground truth output (from PyTorch) - output = mobilenetv2_pytorch(x) - # with torch.no_grad(): - # output = mobilenetv2_pytorch(x) - - # Convert to MDF - mdf_model, params_dict = pytorch_to_mdf( - model=mobilenetv2_pytorch, - args=(x), - trace=True, - ) - # Get the graph - mdf_graph = mdf_model.graphs[0] - params_dict["input1"] = x.numpy() - - eg = EvaluableGraph(graph=mdf_graph, verbose=False) - - eg.evaluate(initializer=params_dict) - - output_mdf = eg.output_enodes[0].get_output() - assert np.allclose( - output, - output_mdf, - # We need to compare results with an epsilon, I think this is related to some ONNX warnings: - # Warning: ONNX Preprocess - Removing mutation from node aten::add_ on block input: - # 'bn1.num_batches_tracked'. This changes graph semantics. - atol=1e-5, - ) - - -def test_shufflenetv2(shufflenetv2_pytorch): - """Test a standard shufflenet_v2 model""" - - # Create some test inputs for the model - x = torch.zeros((1, 3, 224, 224)) - - # Run the model once to get some ground truth output (from PyTorch) - output = shufflenetv2_pytorch(x).detach().numpy() + # Run the model once to get some ground truth output (from PyTorch) + output = model(input).detach().numpy() # Convert to MDF mdf_model, params_dict = pytorch_to_mdf( - model=shufflenetv2_pytorch, - args=(x), + model=model, + args=input, trace=True, ) # Get the graph mdf_graph = mdf_model.graphs[0] - params_dict["input1"] = x.numpy() + params_dict["input1"] = input.numpy() eg = EvaluableGraph(graph=mdf_graph, verbose=False) @@ -244,107 +89,24 @@ def test_shufflenetv2(shufflenetv2_pytorch): output_mdf, ) + # Convert to JSON and back + mdf_model2 = Model.from_json(mdf_model.to_json()) -def test_resNext(resNext_pytorch): - """Test a standard ResNext model""" - - # Create some test inputs for the model - x = torch.zeros((1, 3, 224, 224)) - - # Run the model once to get some ground truth output (from PyTorch) - output = resNext_pytorch(x).detach().numpy() - - # Convert to MDF - mdf_model, params_dict = pytorch_to_mdf( - model=resNext_pytorch, - args=(x), - trace=True, - ) - # Get the graph - mdf_graph = mdf_model.graphs[0] - params_dict["input1"] = x.numpy() - - eg = EvaluableGraph(graph=mdf_graph, verbose=False) - - eg.evaluate(initializer=params_dict) - - output_mdf = eg.output_enodes[0].get_output() - assert np.allclose( - output, - output_mdf, - ) +@pytest.mark.parametrize("model_init, model", _get_torchvision_models()) +def test_torchvision_models(model_init, model): + """Test importing the PyTorch model into MDF, executing in execution engine""" + _run_and_check_model(model) -def test_squeezeNet(squeezeNet_pytorch): - """Test a standard SqueezeNet model""" - # Create some test inputs for the model - x = torch.zeros((1, 3, 224, 224)) - # Get rid of randomization due to Dropout - squeezeNet_pytorch.eval() - # Run the model once to get some ground truth output (from PyTorch) - output = squeezeNet_pytorch(x).detach().numpy() - - # Convert to MDF - mdf_model, params_dict = pytorch_to_mdf( - model=squeezeNet_pytorch, - args=(x), - trace=True, - ) - # Get the graph - mdf_graph = mdf_model.graphs[0] - params_dict["input1"] = x.numpy() - - eg = EvaluableGraph(graph=mdf_graph, verbose=False) - - eg.evaluate(initializer=params_dict) - - output_mdf = eg.output_enodes[0].get_output() - assert np.allclose( - output, - output_mdf, - ) - - -def test_mnasNet(mnasNet_pytorch): - """Test a standard MNASNet model""" - - # Create some test inputs for the model - x = torch.zeros((1, 3, 224, 224)) - # Get rid of randomization due to Dropout - mnasNet_pytorch.eval() - # Run the model once to get some ground truth output (from PyTorch) - output = mnasNet_pytorch(x).detach().numpy() - - # Convert to MDF - mdf_model, params_dict = pytorch_to_mdf( - model=mnasNet_pytorch, - args=(x), - trace=True, - ) - # Get the graph - mdf_graph = mdf_model.graphs[0] - params_dict["input1"] = x.numpy() - - eg = EvaluableGraph(graph=mdf_graph, verbose=False) - - eg.evaluate(initializer=params_dict) - - output_mdf = eg.output_enodes[0].get_output() - assert np.allclose( - output, - output_mdf, - ) - - -def _check_model(mdf_model): - """A helper function to JIT compile a function or torch.nn.Module into Torchscript and convert to MDF and check it""" +def test_simple_convolution(simple_convolution_pytorch): + """Test a simple convolution neural network model""" + _run_and_check_model(simple_convolution_pytorch, torch.zeros((1, 1, 28, 28))) - # Generate JSON - mdf_model.to_json_file("test.json") - # Load the JSON - load_mdf_json("test.json") +def test_convolution(convolution_pytorch): + """Test a convolution neural network with more layers""" + _run_and_check_model(convolution_pytorch, torch.zeros((1, 1, 28, 28))) def test_simple_module(): @@ -360,7 +122,7 @@ def forward(self, x, y): use_onnx_ops=True, ) - _check_model(mdf_model) + mdf_model2 = Model.from_json(mdf_model.to_json()) def test_simple_function(): @@ -375,7 +137,7 @@ def simple(x, y): use_onnx_ops=True, ) - _check_model(mdf_model) + mdf_model2 = Model.from_json(mdf_model.to_json()) def test_inception(inception_model_pytorch): @@ -411,6 +173,4 @@ def test_inception(inception_model_pytorch): output_mdf, ) - -if __name__ == "__main__": - test_simple_module() + mdf_model2 = Model.from_json(mdf_model.to_json()) From ae4f94e3b0b6b73ae19a06ff00335ebfd5b09af5 Mon Sep 17 00:00:00 2001 From: David Turner Date: Sat, 13 Aug 2022 00:24:03 -0400 Subject: [PATCH 19/40] Switch CI script back to pre-install PNL from github devel. --- .github/workflows/ci.yml | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml index 35210b99..6a9aec01 100644 --- a/.github/workflows/ci.yml +++ b/.github/workflows/ci.yml @@ -53,12 +53,12 @@ jobs: run: | python -m pytest -m coremdf tests/ + - name: Pre-install PsyNeuLink (from development branch on github) + run: python -m pip install git+https://github.com/ModECI/PsyNeuLink@devel + - name: Install optional dependencies run: python -m pip install .[all] - - name: Re-install PsyNeuLink (from development branch on github) - run: python -m pip install git+https://github.com/ModECI/PsyNeuLink@devel - - name: Version info for optional installed packages run: | pip list From d19ada64b47aaf05a7e801426c19dc1d7fd61736 Mon Sep 17 00:00:00 2001 From: David Turner Date: Sat, 13 Aug 2022 00:27:19 -0400 Subject: [PATCH 20/40] Add back in guard to prevent pytorch tests when torch is not installed. --- tests/interfaces/pytorch/test_import.py | 13 ++++++++++--- 1 file changed, 10 insertions(+), 3 deletions(-) diff --git a/tests/interfaces/pytorch/test_import.py b/tests/interfaces/pytorch/test_import.py index adb9a7eb..4202ad87 100644 --- a/tests/interfaces/pytorch/test_import.py +++ b/tests/interfaces/pytorch/test_import.py @@ -7,10 +7,17 @@ from modeci_mdf.mdf import Model from modeci_mdf.execution_engine import EvaluableGraph -from modeci_mdf.interfaces.pytorch import pytorch_to_mdf -import torch -import torchvision.models as models +try: + from modeci_mdf.interfaces.pytorch import pytorch_to_mdf + + import torch + import torchvision.models as models + +except ModuleNotFoundError: + pytest.mark.skip( + "Skipping PyTorch interface tests because pytorch is not installed." + ) def _get_torchvision_models(): From 32cea7772c205f85a9cf1cbc1ddb6693ec17eb87 Mon Sep 17 00:00:00 2001 From: David Turner Date: Sat, 13 Aug 2022 00:39:03 -0400 Subject: [PATCH 21/40] Add pytest.importskip('torch') to test_torchvision_models --- tests/interfaces/pytorch/test_import.py | 1 + 1 file changed, 1 insertion(+) diff --git a/tests/interfaces/pytorch/test_import.py b/tests/interfaces/pytorch/test_import.py index 4202ad87..f72210b1 100644 --- a/tests/interfaces/pytorch/test_import.py +++ b/tests/interfaces/pytorch/test_import.py @@ -100,6 +100,7 @@ def _run_and_check_model(model, input=None): mdf_model2 = Model.from_json(mdf_model.to_json()) +@pytest.importorskip("torch") @pytest.mark.parametrize("model_init, model", _get_torchvision_models()) def test_torchvision_models(model_init, model): """Test importing the PyTorch model into MDF, executing in execution engine""" From 01524e10ceec12283d995c24be1dfbb7d6e00443 Mon Sep 17 00:00:00 2001 From: David Turner Date: Sat, 13 Aug 2022 00:51:21 -0400 Subject: [PATCH 22/40] Really fix the skipping of pytorch tests when torch is not available. --- tests/interfaces/pytorch/test_import.py | 6 +++++- 1 file changed, 5 insertions(+), 1 deletion(-) diff --git a/tests/interfaces/pytorch/test_import.py b/tests/interfaces/pytorch/test_import.py index f72210b1..6d2548c1 100644 --- a/tests/interfaces/pytorch/test_import.py +++ b/tests/interfaces/pytorch/test_import.py @@ -15,6 +15,7 @@ import torchvision.models as models except ModuleNotFoundError: + models = None pytest.mark.skip( "Skipping PyTorch interface tests because pytorch is not installed." ) @@ -24,6 +25,10 @@ def _get_torchvision_models(): """ Get all the backbone models in torch vision, suprised there is no function to do this in torchvision. """ + + if models is None: + return [] + models_to_test = [] model_classes = set() for model_name, model in models.__dict__.items(): @@ -100,7 +105,6 @@ def _run_and_check_model(model, input=None): mdf_model2 = Model.from_json(mdf_model.to_json()) -@pytest.importorskip("torch") @pytest.mark.parametrize("model_init, model", _get_torchvision_models()) def test_torchvision_models(model_init, model): """Test importing the PyTorch model into MDF, executing in execution engine""" From af35b89d4902185ce8441c9a4cf2a2300579cc9c Mon Sep 17 00:00:00 2001 From: David Turner Date: Sat, 13 Aug 2022 01:07:21 -0400 Subject: [PATCH 23/40] Remove a bunch of unused imports in pytorch exporter.py. Specifically, h5py which isn't being used and is causing an uneeded dependency. --- src/modeci_mdf/interfaces/pytorch/exporter.py | 13 +++---------- 1 file changed, 3 insertions(+), 10 deletions(-) diff --git a/src/modeci_mdf/interfaces/pytorch/exporter.py b/src/modeci_mdf/interfaces/pytorch/exporter.py index 7d74946a..e2a74d3c 100644 --- a/src/modeci_mdf/interfaces/pytorch/exporter.py +++ b/src/modeci_mdf/interfaces/pytorch/exporter.py @@ -2,18 +2,11 @@ Functions for converting from MDF models to PyTorch """ import collections -import os -import sys -import h5py -import importlib -from collections import defaultdict -from inspect import getmembers, signature, getsource, isclass -import modeci_mdf import numpy as np -import sympy import torch -from typing import Union, Dict, Any, Tuple, List, Callable -import torch.nn as nn + +from typing import Dict, Any, List + from modeci_mdf.functions.standard import mdf_functions from modeci_mdf.utils import load_mdf from modeci_mdf.execution_engine import EvaluableGraph From 802927549bc4ce500d90439a0db9538914d30928 Mon Sep 17 00:00:00 2001 From: David Turner Date: Sat, 13 Aug 2022 01:20:38 -0400 Subject: [PATCH 24/40] Add h5py as optional dep. --- setup.py | 1 + 1 file changed, 1 insertion(+) diff --git a/setup.py b/setup.py index a455c644..eb543d3b 100644 --- a/setup.py +++ b/setup.py @@ -29,6 +29,7 @@ "netron", "torch>=1.11.0", "torchvision", + "h5py", ], "dev": [], } From 6e587779963d9131ff67dabc318a21575fb84b63 Mon Sep 17 00:00:00 2001 From: Parikshit <14.parikshitsingh@gmail.com> Date: Wed, 24 Aug 2022 18:03:42 +0530 Subject: [PATCH 25/40] added notebook tutorial to compare pytorch and mdf models --- .pre-commit-config.yaml | 2 +- examples/PyTorch/PyTorch_MDF/example | 439 ++++++ examples/PyTorch/PyTorch_MDF/example.onnx.png | Bin 0 -> 648661 bytes examples/PyTorch/PyTorch_MDF/example.png | Bin 0 -> 722654 bytes .../PyTorch/PyTorch_MDF/imagenet_labels.txt | 1000 +++++++++++++ .../pytorch_example_images/a/img1.jpeg | Bin 0 -> 36973 bytes .../pytorch_example_images/a/img2.jpeg | Bin 0 -> 101571 bytes .../pytorch_example_images/a/img3.jpeg | Bin 0 -> 118588 bytes .../pytorch_example_images/a/img4.jpeg | Bin 0 -> 190764 bytes .../pytorch_example_images/a/img5.jpeg | Bin 0 -> 212943 bytes .../PyTorch_MDF/pytorch_mdf_examples.ipynb | 1297 +++++++++++++++++ .../PyTorch_MDF/simple_pytorch_to_mdf.png | Bin 0 -> 3069314 bytes tests/interfaces/pytorch/test_import.py | 2 +- 13 files changed, 2738 insertions(+), 2 deletions(-) create mode 100644 examples/PyTorch/PyTorch_MDF/example create mode 100644 examples/PyTorch/PyTorch_MDF/example.onnx.png create mode 100644 examples/PyTorch/PyTorch_MDF/example.png create mode 100644 examples/PyTorch/PyTorch_MDF/imagenet_labels.txt create mode 100644 examples/PyTorch/PyTorch_MDF/pytorch_example_images/a/img1.jpeg create mode 100644 examples/PyTorch/PyTorch_MDF/pytorch_example_images/a/img2.jpeg create mode 100644 examples/PyTorch/PyTorch_MDF/pytorch_example_images/a/img3.jpeg create mode 100644 examples/PyTorch/PyTorch_MDF/pytorch_example_images/a/img4.jpeg create mode 100644 examples/PyTorch/PyTorch_MDF/pytorch_example_images/a/img5.jpeg create mode 100644 examples/PyTorch/PyTorch_MDF/pytorch_mdf_examples.ipynb create mode 100644 examples/PyTorch/PyTorch_MDF/simple_pytorch_to_mdf.png diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index afa98653..1a23c72a 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -9,7 +9,7 @@ repos: rev: v3.4.0 hooks: - id: check-added-large-files - args: ['--maxkb=800'] + args: ['--maxkb=3000'] - id: check-case-conflict - id: check-merge-conflict - id: check-symlinks diff --git a/examples/PyTorch/PyTorch_MDF/example b/examples/PyTorch/PyTorch_MDF/example new file mode 100644 index 00000000..6acbe9f1 --- /dev/null +++ b/examples/PyTorch/PyTorch_MDF/example @@ -0,0 +1,439 @@ +digraph MobileNetV3Graph { + node [color="#444444" fontcolor="#444444" penwidth=1 shape=box style=rounded] + Conv_499 [label=<
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>] + node [color="#444444" fontcolor="#444444" penwidth=1 shape=box style=rounded] + Conv_625 [label=<
Conv_625
>] + node [color="#444444" fontcolor="#444444" penwidth=1 shape=box style=rounded] + HardSwish_478 [label=<
HardSwish_478
>] + node [color="#444444" fontcolor="#444444" penwidth=1 shape=box style=rounded] + Conv_628 [label=<
Conv_628
>] + node [color="#444444" fontcolor="#444444" penwidth=1 shape=box style=rounded] + HardSwish_481 [label=<
HardSwish_481
>] + node [color="#444444" fontcolor="#444444" penwidth=1 shape=box style=rounded] + GlobalAveragePool_482 [label=<
GlobalAveragePool_482
>] + node [color="#444444" fontcolor="#444444" penwidth=1 shape=box style=rounded] + Conv_483 [label=<
Conv_483
>] + node [color="#444444" fontcolor="#444444" penwidth=1 shape=box style=rounded] + Relu_484 [label=<
Relu_484
>] + node [color="#444444" fontcolor="#444444" penwidth=1 shape=box style=rounded] + Conv_485 [label=<
Conv_485
>] + node [color="#444444" fontcolor="#444444" penwidth=1 shape=box style=rounded] + HardSigmoid_486 [label=<
HardSigmoid_486
>] + node [color="#444444" fontcolor="#444444" penwidth=1 shape=box style=rounded] + Mul_487 [label=<
Mul_487
>] + node [color="#444444" fontcolor="#444444" penwidth=1 shape=box style=rounded] + Conv_631 [label=<
Conv_631
>] + node [color="#444444" fontcolor="#444444" penwidth=1 shape=box style=rounded] + Add_490 [label=<
Add_490
>] + node [color="#444444" fontcolor="#444444" penwidth=1 shape=box style=rounded] + Conv_634 [label=<
Conv_634
>] + node [color="#444444" fontcolor="#444444" penwidth=1 shape=box style=rounded] + HardSwish_493 [label=<
HardSwish_493
>] + node [color="#444444" fontcolor="#444444" penwidth=1 shape=box style=rounded] + GlobalAveragePool_494 [label=<
GlobalAveragePool_494
>] + node [color="#444444" fontcolor="#444444" penwidth=1 shape=box style=rounded] + Flatten_495 [label=<
Flatten_495
>] + node [color="#444444" fontcolor="#444444" penwidth=1 shape=box style=rounded] + Gemm_496 [label=<
Gemm_496
>] + node [color="#444444" fontcolor="#444444" penwidth=1 shape=box style=rounded] + HardSwish_497 [label=<
HardSwish_497
>] + node [color="#444444" fontcolor="#444444" penwidth=1 shape=box style=rounded] + Gemm_498 [label=<
Gemm_498
>] + Conv_499 -> HardSwish_315 [label="" arrowhead=empty] + HardSwish_315 -> Conv_502 [label="" arrowhead=empty] + HardSwish_315 -> Add_321 [label="" arrowhead=empty] + Conv_502 -> Relu_318 [label="" arrowhead=empty] + Relu_318 -> Conv_505 [label="" arrowhead=empty] + Conv_505 -> Add_321 [label="" arrowhead=empty] + Add_321 -> Conv_508 [label="" arrowhead=empty] + Conv_508 -> Relu_324 [label="" arrowhead=empty] + Relu_324 -> Conv_511 [label="" arrowhead=empty] + Conv_511 -> Relu_327 [label="" arrowhead=empty] + Relu_327 -> Conv_514 [label="" arrowhead=empty] + Conv_514 -> Conv_517 [label="" arrowhead=empty] + Conv_514 -> Add_338 [label="" arrowhead=empty] + Conv_517 -> Relu_332 [label="" arrowhead=empty] + Relu_332 -> Conv_520 [label="" arrowhead=empty] + Conv_520 -> Relu_335 [label="" arrowhead=empty] + Relu_335 -> Conv_523 [label="" arrowhead=empty] + Conv_523 -> Add_338 [label="" arrowhead=empty] + Add_338 -> Conv_526 [label="" arrowhead=empty] + Conv_526 -> Relu_341 [label="" arrowhead=empty] + Relu_341 -> Conv_529 [label="" arrowhead=empty] + Conv_529 -> Relu_344 [label="" arrowhead=empty] + Relu_344 -> GlobalAveragePool_345 [label="" arrowhead=empty] + Relu_344 -> Mul_350 [label="" arrowhead=empty] + GlobalAveragePool_345 -> Conv_346 [label="" arrowhead=empty] + Conv_346 -> Relu_347 [label="" arrowhead=empty] + Relu_347 -> Conv_348 [label="" arrowhead=empty] + Conv_348 -> HardSigmoid_349 [label="" arrowhead=empty] + HardSigmoid_349 -> Mul_350 [label="" arrowhead=empty] + Mul_350 -> Conv_532 [label="" arrowhead=empty] + Conv_532 -> Conv_535 [label="" arrowhead=empty] + Conv_532 -> Add_367 [label="" arrowhead=empty] + Conv_535 -> Relu_355 [label="" arrowhead=empty] + Relu_355 -> Conv_538 [label="" arrowhead=empty] + Conv_538 -> Relu_358 [label="" arrowhead=empty] + Relu_358 -> GlobalAveragePool_359 [label="" arrowhead=empty] + Relu_358 -> Mul_364 [label="" arrowhead=empty] + GlobalAveragePool_359 -> Conv_360 [label="" arrowhead=empty] + Conv_360 -> Relu_361 [label="" arrowhead=empty] + Relu_361 -> Conv_362 [label="" arrowhead=empty] + Conv_362 -> HardSigmoid_363 [label="" arrowhead=empty] + HardSigmoid_363 -> Mul_364 [label="" arrowhead=empty] + Mul_364 -> Conv_541 [label="" arrowhead=empty] + Conv_541 -> Add_367 [label="" arrowhead=empty] + Add_367 -> Conv_544 [label="" arrowhead=empty] + Add_367 -> Add_382 [label="" arrowhead=empty] + Conv_544 -> Relu_370 [label="" arrowhead=empty] + Relu_370 -> Conv_547 [label="" arrowhead=empty] + Conv_547 -> Relu_373 [label="" arrowhead=empty] + Relu_373 -> GlobalAveragePool_374 [label="" arrowhead=empty] + Relu_373 -> Mul_379 [label="" arrowhead=empty] + GlobalAveragePool_374 -> Conv_375 [label="" arrowhead=empty] + Conv_375 -> Relu_376 [label="" arrowhead=empty] + Relu_376 -> Conv_377 [label="" arrowhead=empty] + Conv_377 -> HardSigmoid_378 [label="" arrowhead=empty] + HardSigmoid_378 -> Mul_379 [label="" arrowhead=empty] + Mul_379 -> Conv_550 [label="" arrowhead=empty] + Conv_550 -> Add_382 [label="" arrowhead=empty] + Add_382 -> Conv_553 [label="" arrowhead=empty] + Conv_553 -> HardSwish_385 [label="" arrowhead=empty] + HardSwish_385 -> Conv_556 [label="" arrowhead=empty] + Conv_556 -> HardSwish_388 [label="" arrowhead=empty] + HardSwish_388 -> Conv_559 [label="" arrowhead=empty] + Conv_559 -> Conv_562 [label="" arrowhead=empty] + Conv_559 -> Add_399 [label="" arrowhead=empty] + Conv_562 -> HardSwish_393 [label="" arrowhead=empty] + HardSwish_393 -> Conv_565 [label="" arrowhead=empty] + Conv_565 -> HardSwish_396 [label="" arrowhead=empty] + HardSwish_396 -> Conv_568 [label="" arrowhead=empty] + Conv_568 -> Add_399 [label="" arrowhead=empty] + Add_399 -> Conv_571 [label="" arrowhead=empty] + Add_399 -> Add_408 [label="" arrowhead=empty] + Conv_571 -> HardSwish_402 [label="" arrowhead=empty] + HardSwish_402 -> Conv_574 [label="" arrowhead=empty] + Conv_574 -> HardSwish_405 [label="" arrowhead=empty] + HardSwish_405 -> Conv_577 [label="" arrowhead=empty] + Conv_577 -> Add_408 [label="" arrowhead=empty] + Add_408 -> Conv_580 [label="" arrowhead=empty] + Add_408 -> Add_417 [label="" arrowhead=empty] + Conv_580 -> HardSwish_411 [label="" arrowhead=empty] + HardSwish_411 -> Conv_583 [label="" arrowhead=empty] + Conv_583 -> HardSwish_414 [label="" arrowhead=empty] + HardSwish_414 -> Conv_586 [label="" arrowhead=empty] + Conv_586 -> Add_417 [label="" arrowhead=empty] + Add_417 -> Conv_589 [label="" arrowhead=empty] + Conv_589 -> HardSwish_420 [label="" arrowhead=empty] + HardSwish_420 -> Conv_592 [label="" arrowhead=empty] + Conv_592 -> HardSwish_423 [label="" arrowhead=empty] + HardSwish_423 -> GlobalAveragePool_424 [label="" arrowhead=empty] + HardSwish_423 -> Mul_429 [label="" arrowhead=empty] + GlobalAveragePool_424 -> Conv_425 [label="" arrowhead=empty] + Conv_425 -> Relu_426 [label="" arrowhead=empty] + Relu_426 -> Conv_427 [label="" arrowhead=empty] + Conv_427 -> HardSigmoid_428 [label="" arrowhead=empty] + HardSigmoid_428 -> Mul_429 [label="" arrowhead=empty] + Mul_429 -> Conv_595 [label="" arrowhead=empty] + Conv_595 -> Conv_598 [label="" arrowhead=empty] + Conv_595 -> Add_446 [label="" arrowhead=empty] + Conv_598 -> HardSwish_434 [label="" arrowhead=empty] + HardSwish_434 -> Conv_601 [label="" arrowhead=empty] + Conv_601 -> HardSwish_437 [label="" arrowhead=empty] + HardSwish_437 -> GlobalAveragePool_438 [label="" arrowhead=empty] + HardSwish_437 -> Mul_443 [label="" arrowhead=empty] + GlobalAveragePool_438 -> Conv_439 [label="" arrowhead=empty] + Conv_439 -> Relu_440 [label="" arrowhead=empty] + Relu_440 -> Conv_441 [label="" arrowhead=empty] + Conv_441 -> HardSigmoid_442 [label="" arrowhead=empty] + HardSigmoid_442 -> Mul_443 [label="" arrowhead=empty] + Mul_443 -> Conv_604 [label="" arrowhead=empty] + Conv_604 -> Add_446 [label="" arrowhead=empty] + Add_446 -> Conv_607 [label="" arrowhead=empty] + Conv_607 -> HardSwish_449 [label="" arrowhead=empty] + HardSwish_449 -> Conv_610 [label="" arrowhead=empty] + Conv_610 -> HardSwish_452 [label="" arrowhead=empty] + HardSwish_452 -> GlobalAveragePool_453 [label="" arrowhead=empty] + HardSwish_452 -> Mul_458 [label="" arrowhead=empty] + GlobalAveragePool_453 -> Conv_454 [label="" arrowhead=empty] + Conv_454 -> Relu_455 [label="" arrowhead=empty] + Relu_455 -> Conv_456 [label="" arrowhead=empty] + Conv_456 -> HardSigmoid_457 [label="" arrowhead=empty] + HardSigmoid_457 -> Mul_458 [label="" arrowhead=empty] + Mul_458 -> Conv_613 [label="" arrowhead=empty] + Conv_613 -> Conv_616 [label="" arrowhead=empty] + Conv_613 -> Add_475 [label="" arrowhead=empty] + Conv_616 -> HardSwish_463 [label="" arrowhead=empty] + HardSwish_463 -> Conv_619 [label="" arrowhead=empty] + Conv_619 -> HardSwish_466 [label="" arrowhead=empty] + HardSwish_466 -> GlobalAveragePool_467 [label="" arrowhead=empty] + HardSwish_466 -> Mul_472 [label="" arrowhead=empty] + GlobalAveragePool_467 -> Conv_468 [label="" arrowhead=empty] + Conv_468 -> Relu_469 [label="" arrowhead=empty] + Relu_469 -> Conv_470 [label="" arrowhead=empty] + Conv_470 -> HardSigmoid_471 [label="" arrowhead=empty] + HardSigmoid_471 -> Mul_472 [label="" arrowhead=empty] + Mul_472 -> Conv_622 [label="" arrowhead=empty] + Conv_622 -> Add_475 [label="" arrowhead=empty] + Add_475 -> Conv_625 [label="" arrowhead=empty] + Add_475 -> Add_490 [label="" arrowhead=empty] + Conv_625 -> HardSwish_478 [label="" arrowhead=empty] + HardSwish_478 -> Conv_628 [label="" arrowhead=empty] + Conv_628 -> HardSwish_481 [label="" arrowhead=empty] + HardSwish_481 -> GlobalAveragePool_482 [label="" arrowhead=empty] + HardSwish_481 -> Mul_487 [label="" arrowhead=empty] + GlobalAveragePool_482 -> Conv_483 [label="" arrowhead=empty] + Conv_483 -> Relu_484 [label="" arrowhead=empty] + Relu_484 -> Conv_485 [label="" arrowhead=empty] + Conv_485 -> HardSigmoid_486 [label="" arrowhead=empty] + HardSigmoid_486 -> Mul_487 [label="" arrowhead=empty] + Mul_487 -> Conv_631 [label="" arrowhead=empty] + Conv_631 -> Add_490 [label="" arrowhead=empty] + Add_490 -> Conv_634 [label="" arrowhead=empty] + Conv_634 -> HardSwish_493 [label="" arrowhead=empty] + HardSwish_493 -> GlobalAveragePool_494 [label="" arrowhead=empty] + GlobalAveragePool_494 -> Flatten_495 [label="" arrowhead=empty] + Flatten_495 -> Gemm_496 [label="" arrowhead=empty] + Gemm_496 -> HardSwish_497 [label="" arrowhead=empty] + HardSwish_497 -> Gemm_498 [label="" arrowhead=empty] +} diff --git a/examples/PyTorch/PyTorch_MDF/example.onnx.png b/examples/PyTorch/PyTorch_MDF/example.onnx.png new file mode 100644 index 0000000000000000000000000000000000000000..dc2f1b24d9a9b2592ee0d1b09fc9bb01f31c214c GIT binary patch literal 648661 zcmeFZXH-<#7Bz|pilPFNR74P3Q4kPGB2fhq5D-C-tRNtgBuj=?3}jS-WRaY6hQdIQ zoS`U^f@)>!SP5g5!gQ*o!>zAGQy90 zohyt%jbjUU{#W<@%WHm9uoy>V<5=_m`qO`T@sHwi(-4Vle0}u4vxWXI(Z43Tm@Z+V zqe!IW#sBhN`v3ckcdH~q@VW1!|5z_|3p{#NQIXQx+FG?Q&qV$Cvh8w6pn{^p7EA5c z%i>o%5}lB6!o$;(u6K6QA+aPYE320_;TZ{e*D<#X3~I0NDVfeWnogWcnNnMTo~YDa 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952vBO%2GStj({1*^lsIdS5 literal 0 HcmV?d00001 diff --git a/tests/interfaces/pytorch/test_import.py b/tests/interfaces/pytorch/test_import.py index 6d2548c1..d88d387d 100644 --- a/tests/interfaces/pytorch/test_import.py +++ b/tests/interfaces/pytorch/test_import.py @@ -51,7 +51,7 @@ def _get_torchvision_models(): except TypeError: continue - # New API for specifying pretrained=False is weughts=None. pretrained keyword + # New API for specifying pretrained=False is weights=None. pretrained keyword # will be removed soon. This handles that for all models depending on PyTorch # version. is_new_weights_api = "weights" in inspect.signature(models.resnet18).parameters From e1dd9ce511875dd67517aa3f42a01a98de7531be Mon Sep 17 00:00:00 2001 From: Parikshit <14.parikshitsingh@gmail.com> Date: Thu, 25 Aug 2022 17:55:18 +0530 Subject: [PATCH 26/40] added output IMAGENET classes --- examples/PyTorch/PyTorch_MDF/example | 439 ------------------ examples/PyTorch/PyTorch_MDF/example.png | Bin 722654 -> 172115 bytes .../PyTorch_MDF/pytorch_mdf_examples.ipynb | 433 +++++------------ 3 files changed, 108 insertions(+), 764 deletions(-) delete mode 100644 examples/PyTorch/PyTorch_MDF/example diff --git a/examples/PyTorch/PyTorch_MDF/example b/examples/PyTorch/PyTorch_MDF/example deleted file mode 100644 index 6acbe9f1..00000000 --- a/examples/PyTorch/PyTorch_MDF/example +++ /dev/null @@ -1,439 +0,0 @@ -digraph MobileNetV3Graph { - node [color="#444444" fontcolor="#444444" penwidth=1 shape=box style=rounded] - Conv_499 [label=<
Conv_499
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Conv_502
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Conv_505
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Conv_508
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Conv_511
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Relu_327
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Conv_514
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Conv_517
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Relu_332
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Conv_520
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Conv_559
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Conv_562
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Conv_565
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Conv_568
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Conv_571
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Conv_574
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Conv_577
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Conv_425
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Conv_427
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Conv_601
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>] - node [color="#444444" fontcolor="#444444" penwidth=1 shape=box style=rounded] - Conv_441 [label=<
Conv_441
>] - node [color="#444444" fontcolor="#444444" penwidth=1 shape=box style=rounded] - HardSigmoid_442 [label=<
HardSigmoid_442
>] - node [color="#444444" fontcolor="#444444" penwidth=1 shape=box style=rounded] - Mul_443 [label=<
Mul_443
>] - node [color="#444444" fontcolor="#444444" penwidth=1 shape=box style=rounded] - Conv_604 [label=<
Conv_604
>] - node [color="#444444" fontcolor="#444444" penwidth=1 shape=box style=rounded] - Add_446 [label=<
Add_446
>] - node [color="#444444" fontcolor="#444444" penwidth=1 shape=box style=rounded] - Conv_607 [label=<
Conv_607
>] - node [color="#444444" fontcolor="#444444" penwidth=1 shape=box style=rounded] - HardSwish_449 [label=<
HardSwish_449
>] - node [color="#444444" fontcolor="#444444" penwidth=1 shape=box style=rounded] - Conv_610 [label=<
Conv_610
>] - node [color="#444444" fontcolor="#444444" penwidth=1 shape=box style=rounded] - HardSwish_452 [label=<
HardSwish_452
>] - node [color="#444444" fontcolor="#444444" penwidth=1 shape=box style=rounded] - GlobalAveragePool_453 [label=<
GlobalAveragePool_453
>] - node [color="#444444" fontcolor="#444444" penwidth=1 shape=box style=rounded] - Conv_454 [label=<
Conv_454
>] - node [color="#444444" fontcolor="#444444" penwidth=1 shape=box style=rounded] - Relu_455 [label=<
Relu_455
>] - node [color="#444444" fontcolor="#444444" penwidth=1 shape=box style=rounded] - Conv_456 [label=<
Conv_456
>] - node [color="#444444" fontcolor="#444444" penwidth=1 shape=box style=rounded] - HardSigmoid_457 [label=<
HardSigmoid_457
>] - node [color="#444444" fontcolor="#444444" penwidth=1 shape=box style=rounded] - Mul_458 [label=<
Mul_458
>] - node [color="#444444" fontcolor="#444444" penwidth=1 shape=box style=rounded] - Conv_613 [label=<
Conv_613
>] - node [color="#444444" fontcolor="#444444" penwidth=1 shape=box style=rounded] - Conv_616 [label=<
Conv_616
>] - node [color="#444444" fontcolor="#444444" penwidth=1 shape=box style=rounded] - HardSwish_463 [label=<
HardSwish_463
>] - node [color="#444444" fontcolor="#444444" penwidth=1 shape=box style=rounded] - Conv_619 [label=<
Conv_619
>] - node [color="#444444" fontcolor="#444444" penwidth=1 shape=box style=rounded] - HardSwish_466 [label=<
HardSwish_466
>] - node [color="#444444" fontcolor="#444444" penwidth=1 shape=box style=rounded] - GlobalAveragePool_467 [label=<
GlobalAveragePool_467
>] - node [color="#444444" fontcolor="#444444" penwidth=1 shape=box style=rounded] - Conv_468 [label=<
Conv_468
>] - node [color="#444444" fontcolor="#444444" penwidth=1 shape=box style=rounded] - Relu_469 [label=<
Relu_469
>] - node [color="#444444" fontcolor="#444444" penwidth=1 shape=box style=rounded] - Conv_470 [label=<
Conv_470
>] - node [color="#444444" fontcolor="#444444" penwidth=1 shape=box style=rounded] - HardSigmoid_471 [label=<
HardSigmoid_471
>] - node [color="#444444" fontcolor="#444444" penwidth=1 shape=box style=rounded] - Mul_472 [label=<
Mul_472
>] - node [color="#444444" fontcolor="#444444" penwidth=1 shape=box style=rounded] - Conv_622 [label=<
Conv_622
>] - node [color="#444444" fontcolor="#444444" penwidth=1 shape=box style=rounded] - Add_475 [label=<
Add_475
>] - node [color="#444444" fontcolor="#444444" penwidth=1 shape=box style=rounded] - Conv_625 [label=<
Conv_625
>] - node [color="#444444" fontcolor="#444444" penwidth=1 shape=box style=rounded] - HardSwish_478 [label=<
HardSwish_478
>] - node [color="#444444" fontcolor="#444444" penwidth=1 shape=box style=rounded] - Conv_628 [label=<
Conv_628
>] - node [color="#444444" fontcolor="#444444" penwidth=1 shape=box style=rounded] - HardSwish_481 [label=<
HardSwish_481
>] - node [color="#444444" fontcolor="#444444" penwidth=1 shape=box style=rounded] - GlobalAveragePool_482 [label=<
GlobalAveragePool_482
>] - node [color="#444444" fontcolor="#444444" penwidth=1 shape=box style=rounded] - Conv_483 [label=<
Conv_483
>] - node [color="#444444" fontcolor="#444444" penwidth=1 shape=box style=rounded] - Relu_484 [label=<
Relu_484
>] - node [color="#444444" fontcolor="#444444" penwidth=1 shape=box style=rounded] - Conv_485 [label=<
Conv_485
>] - node [color="#444444" fontcolor="#444444" penwidth=1 shape=box style=rounded] - HardSigmoid_486 [label=<
HardSigmoid_486
>] - node [color="#444444" fontcolor="#444444" penwidth=1 shape=box style=rounded] - Mul_487 [label=<
Mul_487
>] - node [color="#444444" fontcolor="#444444" penwidth=1 shape=box style=rounded] - Conv_631 [label=<
Conv_631
>] - node [color="#444444" fontcolor="#444444" penwidth=1 shape=box style=rounded] - Add_490 [label=<
Add_490
>] - node [color="#444444" fontcolor="#444444" penwidth=1 shape=box style=rounded] - Conv_634 [label=<
Conv_634
>] - node [color="#444444" fontcolor="#444444" penwidth=1 shape=box style=rounded] - HardSwish_493 [label=<
HardSwish_493
>] - node [color="#444444" fontcolor="#444444" penwidth=1 shape=box style=rounded] - GlobalAveragePool_494 [label=<
GlobalAveragePool_494
>] - node [color="#444444" fontcolor="#444444" penwidth=1 shape=box style=rounded] - Flatten_495 [label=<
Flatten_495
>] - node [color="#444444" fontcolor="#444444" penwidth=1 shape=box style=rounded] - Gemm_496 [label=<
Gemm_496
>] - node [color="#444444" fontcolor="#444444" penwidth=1 shape=box style=rounded] - HardSwish_497 [label=<
HardSwish_497
>] - node [color="#444444" fontcolor="#444444" penwidth=1 shape=box style=rounded] - Gemm_498 [label=<
Gemm_498
>] - Conv_499 -> HardSwish_315 [label="" arrowhead=empty] - HardSwish_315 -> Conv_502 [label="" arrowhead=empty] - HardSwish_315 -> Add_321 [label="" arrowhead=empty] - Conv_502 -> Relu_318 [label="" arrowhead=empty] - Relu_318 -> Conv_505 [label="" arrowhead=empty] - Conv_505 -> Add_321 [label="" arrowhead=empty] - Add_321 -> Conv_508 [label="" arrowhead=empty] - Conv_508 -> Relu_324 [label="" arrowhead=empty] - Relu_324 -> Conv_511 [label="" arrowhead=empty] - Conv_511 -> Relu_327 [label="" arrowhead=empty] - Relu_327 -> Conv_514 [label="" arrowhead=empty] - Conv_514 -> Conv_517 [label="" arrowhead=empty] - Conv_514 -> Add_338 [label="" arrowhead=empty] - Conv_517 -> Relu_332 [label="" arrowhead=empty] - Relu_332 -> Conv_520 [label="" arrowhead=empty] - Conv_520 -> Relu_335 [label="" arrowhead=empty] - Relu_335 -> Conv_523 [label="" arrowhead=empty] - Conv_523 -> Add_338 [label="" arrowhead=empty] - Add_338 -> Conv_526 [label="" arrowhead=empty] - Conv_526 -> Relu_341 [label="" arrowhead=empty] - Relu_341 -> Conv_529 [label="" arrowhead=empty] - Conv_529 -> Relu_344 [label="" arrowhead=empty] - Relu_344 -> GlobalAveragePool_345 [label="" arrowhead=empty] - Relu_344 -> Mul_350 [label="" arrowhead=empty] - GlobalAveragePool_345 -> Conv_346 [label="" arrowhead=empty] - Conv_346 -> Relu_347 [label="" arrowhead=empty] - Relu_347 -> Conv_348 [label="" arrowhead=empty] - Conv_348 -> HardSigmoid_349 [label="" arrowhead=empty] - HardSigmoid_349 -> Mul_350 [label="" arrowhead=empty] - Mul_350 -> Conv_532 [label="" arrowhead=empty] - Conv_532 -> Conv_535 [label="" arrowhead=empty] - Conv_532 -> Add_367 [label="" arrowhead=empty] - Conv_535 -> Relu_355 [label="" arrowhead=empty] - Relu_355 -> Conv_538 [label="" arrowhead=empty] - Conv_538 -> Relu_358 [label="" arrowhead=empty] - Relu_358 -> GlobalAveragePool_359 [label="" arrowhead=empty] - Relu_358 -> Mul_364 [label="" arrowhead=empty] - GlobalAveragePool_359 -> Conv_360 [label="" arrowhead=empty] - Conv_360 -> Relu_361 [label="" arrowhead=empty] - Relu_361 -> Conv_362 [label="" arrowhead=empty] - Conv_362 -> HardSigmoid_363 [label="" arrowhead=empty] - HardSigmoid_363 -> Mul_364 [label="" arrowhead=empty] - Mul_364 -> Conv_541 [label="" arrowhead=empty] - Conv_541 -> Add_367 [label="" arrowhead=empty] - Add_367 -> Conv_544 [label="" arrowhead=empty] - Add_367 -> Add_382 [label="" arrowhead=empty] - Conv_544 -> Relu_370 [label="" arrowhead=empty] - Relu_370 -> Conv_547 [label="" arrowhead=empty] - Conv_547 -> Relu_373 [label="" arrowhead=empty] - Relu_373 -> GlobalAveragePool_374 [label="" arrowhead=empty] - Relu_373 -> Mul_379 [label="" arrowhead=empty] - GlobalAveragePool_374 -> Conv_375 [label="" arrowhead=empty] - Conv_375 -> Relu_376 [label="" arrowhead=empty] - Relu_376 -> Conv_377 [label="" arrowhead=empty] - Conv_377 -> HardSigmoid_378 [label="" arrowhead=empty] - HardSigmoid_378 -> Mul_379 [label="" arrowhead=empty] - Mul_379 -> Conv_550 [label="" arrowhead=empty] - Conv_550 -> Add_382 [label="" arrowhead=empty] - Add_382 -> Conv_553 [label="" arrowhead=empty] - Conv_553 -> HardSwish_385 [label="" arrowhead=empty] - HardSwish_385 -> Conv_556 [label="" arrowhead=empty] - Conv_556 -> HardSwish_388 [label="" arrowhead=empty] - HardSwish_388 -> Conv_559 [label="" arrowhead=empty] - Conv_559 -> Conv_562 [label="" arrowhead=empty] - Conv_559 -> Add_399 [label="" arrowhead=empty] - Conv_562 -> HardSwish_393 [label="" arrowhead=empty] - HardSwish_393 -> Conv_565 [label="" arrowhead=empty] - Conv_565 -> HardSwish_396 [label="" arrowhead=empty] - HardSwish_396 -> Conv_568 [label="" arrowhead=empty] - Conv_568 -> Add_399 [label="" arrowhead=empty] - Add_399 -> Conv_571 [label="" arrowhead=empty] - Add_399 -> Add_408 [label="" arrowhead=empty] - Conv_571 -> HardSwish_402 [label="" arrowhead=empty] - HardSwish_402 -> Conv_574 [label="" arrowhead=empty] - Conv_574 -> HardSwish_405 [label="" arrowhead=empty] - HardSwish_405 -> Conv_577 [label="" arrowhead=empty] - Conv_577 -> Add_408 [label="" arrowhead=empty] - Add_408 -> Conv_580 [label="" arrowhead=empty] - Add_408 -> Add_417 [label="" arrowhead=empty] - Conv_580 -> HardSwish_411 [label="" arrowhead=empty] - HardSwish_411 -> Conv_583 [label="" arrowhead=empty] - Conv_583 -> HardSwish_414 [label="" arrowhead=empty] - HardSwish_414 -> Conv_586 [label="" arrowhead=empty] - Conv_586 -> Add_417 [label="" arrowhead=empty] - Add_417 -> Conv_589 [label="" arrowhead=empty] - Conv_589 -> HardSwish_420 [label="" arrowhead=empty] - HardSwish_420 -> Conv_592 [label="" arrowhead=empty] - Conv_592 -> HardSwish_423 [label="" arrowhead=empty] - HardSwish_423 -> GlobalAveragePool_424 [label="" arrowhead=empty] - HardSwish_423 -> Mul_429 [label="" arrowhead=empty] - GlobalAveragePool_424 -> Conv_425 [label="" arrowhead=empty] - Conv_425 -> Relu_426 [label="" arrowhead=empty] - Relu_426 -> Conv_427 [label="" arrowhead=empty] - Conv_427 -> HardSigmoid_428 [label="" arrowhead=empty] - HardSigmoid_428 -> Mul_429 [label="" arrowhead=empty] - Mul_429 -> Conv_595 [label="" arrowhead=empty] - Conv_595 -> Conv_598 [label="" arrowhead=empty] - Conv_595 -> Add_446 [label="" arrowhead=empty] - Conv_598 -> HardSwish_434 [label="" arrowhead=empty] - HardSwish_434 -> Conv_601 [label="" arrowhead=empty] - Conv_601 -> HardSwish_437 [label="" arrowhead=empty] - HardSwish_437 -> GlobalAveragePool_438 [label="" arrowhead=empty] - HardSwish_437 -> Mul_443 [label="" arrowhead=empty] - GlobalAveragePool_438 -> Conv_439 [label="" arrowhead=empty] - Conv_439 -> Relu_440 [label="" arrowhead=empty] - Relu_440 -> Conv_441 [label="" arrowhead=empty] - Conv_441 -> HardSigmoid_442 [label="" arrowhead=empty] - HardSigmoid_442 -> Mul_443 [label="" arrowhead=empty] - Mul_443 -> Conv_604 [label="" arrowhead=empty] - Conv_604 -> Add_446 [label="" arrowhead=empty] - Add_446 -> Conv_607 [label="" arrowhead=empty] - Conv_607 -> HardSwish_449 [label="" arrowhead=empty] - HardSwish_449 -> Conv_610 [label="" arrowhead=empty] - Conv_610 -> HardSwish_452 [label="" arrowhead=empty] - HardSwish_452 -> GlobalAveragePool_453 [label="" arrowhead=empty] - HardSwish_452 -> Mul_458 [label="" arrowhead=empty] - GlobalAveragePool_453 -> Conv_454 [label="" arrowhead=empty] - Conv_454 -> Relu_455 [label="" arrowhead=empty] - Relu_455 -> Conv_456 [label="" arrowhead=empty] - Conv_456 -> HardSigmoid_457 [label="" arrowhead=empty] - HardSigmoid_457 -> Mul_458 [label="" arrowhead=empty] - Mul_458 -> Conv_613 [label="" arrowhead=empty] - Conv_613 -> Conv_616 [label="" arrowhead=empty] - Conv_613 -> Add_475 [label="" arrowhead=empty] - Conv_616 -> HardSwish_463 [label="" arrowhead=empty] - HardSwish_463 -> Conv_619 [label="" arrowhead=empty] - Conv_619 -> HardSwish_466 [label="" arrowhead=empty] - HardSwish_466 -> GlobalAveragePool_467 [label="" arrowhead=empty] - HardSwish_466 -> Mul_472 [label="" arrowhead=empty] - GlobalAveragePool_467 -> Conv_468 [label="" arrowhead=empty] - Conv_468 -> Relu_469 [label="" arrowhead=empty] - Relu_469 -> Conv_470 [label="" arrowhead=empty] - Conv_470 -> HardSigmoid_471 [label="" arrowhead=empty] - HardSigmoid_471 -> Mul_472 [label="" arrowhead=empty] - Mul_472 -> Conv_622 [label="" arrowhead=empty] - Conv_622 -> Add_475 [label="" arrowhead=empty] - Add_475 -> Conv_625 [label="" arrowhead=empty] - Add_475 -> Add_490 [label="" arrowhead=empty] - Conv_625 -> HardSwish_478 [label="" arrowhead=empty] - HardSwish_478 -> Conv_628 [label="" arrowhead=empty] - Conv_628 -> HardSwish_481 [label="" arrowhead=empty] - HardSwish_481 -> GlobalAveragePool_482 [label="" arrowhead=empty] - HardSwish_481 -> Mul_487 [label="" arrowhead=empty] - GlobalAveragePool_482 -> Conv_483 [label="" arrowhead=empty] - Conv_483 -> Relu_484 [label="" arrowhead=empty] - Relu_484 -> Conv_485 [label="" arrowhead=empty] - Conv_485 -> HardSigmoid_486 [label="" arrowhead=empty] - HardSigmoid_486 -> Mul_487 [label="" arrowhead=empty] - Mul_487 -> Conv_631 [label="" arrowhead=empty] - Conv_631 -> Add_490 [label="" arrowhead=empty] - Add_490 -> Conv_634 [label="" arrowhead=empty] - Conv_634 -> HardSwish_493 [label="" arrowhead=empty] - HardSwish_493 -> GlobalAveragePool_494 [label="" arrowhead=empty] - GlobalAveragePool_494 -> Flatten_495 [label="" arrowhead=empty] - Flatten_495 -> Gemm_496 [label="" arrowhead=empty] - Gemm_496 -> HardSwish_497 [label="" arrowhead=empty] - HardSwish_497 -> Gemm_498 [label="" arrowhead=empty] -} diff --git a/examples/PyTorch/PyTorch_MDF/example.png b/examples/PyTorch/PyTorch_MDF/example.png index b00b2fcc5f466818b3a51d6bda7b58c9c5814b63..0f202f61ef99e2740ea789a05ad17056e806a041 100644 GIT binary patch literal 172115 zcmcG$2|Si-+cm!TPNi8zDq~5Rl@cz1Ot?5gFPm;d(LZ>!`E z9aR49H;YyH{yy~|__y_He|G$_#NdeR!QW=d|3b5(?*8^0>u+)grBv+$dm0_=Rog#G z4y<42x&Myy`h%yEwsM5tq(1zFBm1d=w2_=nY|X3v+FWXxPW2&&rQbN~4@$@Rr`(h_ zT^ta(nD)FB_gCf0Fdlxc#cSzS9m(}=X0g`gWG_A`@SyG8QHhY8)y40MnZ5^F6j*mW z5RHqE=fTDNKmNKz`<}In-0T12uh4a?!ub9lzbAP+uFC(PE>}c}{vVgSKWm^jr8z-2 z<5g;^eMfnaQtclv*}1v7`S}xdGi-Z5y(}#$aZeBY^xV3m{H0l~%gjh^eTs#5y8oW{ z&rZJmTK0&=w(jIo#`F8DUsn4+fBt+G!``!X&syp&ay--hhgpTFcL;@Yjck+r9U--D z(y@B!NE^j>>iaTl*I@UyB`s}BRG$R5?fA!K&HrG(_(`v2BYD3sWxNv*P@87mvHjS? zgStm}1#$#-jhy21PCH%0E=0XWi1na&vBJ;y2;DkG8@;B7dyCH7>#H6KS-8}lyuoz- z_3uix%Gx~&iF|2N!fC&&#q5|^hSya8IT<^5Rl$@)xx=#2hsxLB1^EXA(A$UhT2{A5u%}5;r~SS~K;SwUWbs z{h63G`f1AzMysLX9b1fYKd@WkKS_~VJfz^I)R4U`SSz1@?;m23!>JhJ! zli$LHnw`GaXy`X)T^x&63YYO_4tn&6!Nx>z=#yEZIId=PvNp$YtWW&J>r3HY`?~J@ zxmslW^OfZ1&%^k5R~46mTYNTan(F8KaXnYK>{yh&F85sht8?GKma#YwS3W}Abj2n1HDz6_#*N8( zmzR}!roY&nB$>5+KH1n+zOTo7MBf-zi@6~%LP5|!|K_duUoZQVpP!$!?xLTcw(#Ai zCof(M7w-rO+-)p>V>Oe@(A^M5*Xco-gNl+*^>ZkLg)I81=Ub8rnMF_LUd5_y>vCV0 zbfL3qDYJcOYU=p(_X^4H?{=3_9rnjnmmxL3zI)){;Luv=&9di=Vl^GR!OY~ySc7#1 z@I(Am(H)kVZ?Y!oMJn#|0rkL#1eD^~@CfVn-F;Yd{UZ$_QOZ_VXsi|;I3@Gnulf3~ z_xICK85tR2fxfbNiw%7=4hg#0mqxE=-*R~=^F|w`n$s>uy~VfF#J)ac4_Mg5zr7*d z$Ee?SAtMatm-~^3^=Uo5rt!hnrK>j6+DPAeCMn*zuur$=_Nj}(S?y-=?Wv2CY%dSG zUj31)n-+4FhDu8P`0?Y_g8x|LJ0jTtmF|QL^Tu==dVQzC2gbnZ`_w%fmsXh6%@e zeHgCZWl;2cQT|^b`veP?_sc&o8LLFzVKl0ic^(X_ga{a3ay+C@H|mo;Ha0BVb%{dl z=gV;Q4g<|r=eY>~?YB^!(YE5d;R*QFzkgj?nS{c|otXI?!TdqnqPIE6^~#b}VF}b> zwUNgjoqT(Jrg?Uz+0a}3LzuKjUt@->u9D8-!-pf~gC>Fax|aELh#UOcs_+Dk-GXQ9 z&VPP=8Sxy1CGM(;Te@=Nox69}+bCH&P$oK}jyOLOy|qP<}?S)_ut%8Mz$%Gxk}@jd(|)jjK;rM9xvovgvmnA_3&OCYAaT% zUHFWjf9&60_rm0TqU%gI*1XZGl=s}H7q`+G4{ZTVlkyiVelb!ZqzSn9c8#Q1m-}dV zeEiw2>X`n_@8#7oDoa;0ZnP13kZ4w$0I&`gH2V;%7Pn*#bD*CeosINV()pI$dh?84 z0L$z|g=;Y1BF`$X`Rt9*C6~5;+we#zmx&!&;C){yVsypx=>4hvmumO(YVqCv8E_8O zCnoPB|GcqU_tn{tKxze%_Im}M46?eFF8B412UMAp!fEs8`~tlw{V#DG%7w*E_;0Ql zwUg=2LITXaaBgK|BN}JKXMFZWN*<85x^muXQLL}+0!}>h?kT>zL-t?5*d#F`qD?4g z;uwP0Jgwb-jvTFy2#k-9M;cmSTLHw~z=-Y-PZ6o_5YVHD-(v_x6h@FC{TGN@kPiG@ z)5OH2Iomm$Z^ye5Kkgk0!A_$ejrAQnpTtO(a6DaDG{?C`s}^?_rw-5?3up*Qy!f-^ zMQHrb@SEDu(D3HUQhu!$XDY*_v9{u$FD(j7h&~Kt$Qph~kRb@jKr+~Kh}5WsujnF) z#ni_7%UV96ekU7O0O;ahym(>JoUIhFzJM~kk8L5w{RnXFcMeZn-cr>)7pL!89&erJ zdUA;iz*Q&v-+{slyHeg1r|H4MlxCNU9vgVW5*91hS{5>mwcKDSf3Uk__`N~}siuJ? zyvLunQKtHHzPNKQA=uA5a^%t8b6P3p;?9%9h~i9@D0!s-l{8XohD!PSYvOACH1te_ z6&tbf4d=C9TD1CGbIxp_h&3qaMGz)g zU3tHEiMJ1Hy(477Yhkm}e|;aq=V;bU9j2}XzwH1CG^?46ANeEvF2pFR;M* zPgh*i8FxUe>I+##)t`LMWUl;TmFWa;rvKQVpMO^ADJfOvUR$x_*u!eYSW5iqi|!{2%)|^FJ3P;g{#?ZL1>WR?zeDaB;b(`-}JaTghbo6 z1t9+0TYy#l{^b;+&0w~j#cALTXl1lnOyEqXjl!>&Ggo`Q+?yn|C+x}3q@7$yTE&

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numpy as np\n", + "\n", + "from modeci_mdf.interfaces.pytorch import pytorch_to_mdf\n", + "from modeci_mdf.execution_engine import EvaluableGraph" + ] + }, + { + "cell_type": "markdown", + "id": "26dd53e2", + "metadata": {}, + "source": [ + "### Preprocess the input image" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "id": "d9bb5c36", + "metadata": {}, + "outputs": [], + "source": [ + "def image_loader(loader, image):\n", + " image = loader(image).float()\n", + " image = image.clone().detach().requires_grad_(True)\n", + " image = image.unsqueeze(0)\n", + " return image\n", + "\n", + "data_transforms = transforms.Compose([\n", + " transforms.Resize(256),\n", + " transforms.CenterCrop(224),\n", + " transforms.ToTensor()\n", + "])" + ] + }, + { + "cell_type": "markdown", + "id": "b041e60d", + "metadata": {}, + "source": [ + "### Load pretrained IMAGENET model" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "id": "ad389212", + "metadata": {}, + "outputs": 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" (0): Conv2d(480, 112, kernel_size=(1, 1), stride=(1, 1), bias=False)\n", + " (1): BatchNorm2d(112, eps=0.001, momentum=0.01, affine=True, track_running_stats=True)\n", + " )\n", + " )\n", + " )\n", + " (12): InvertedResidual(\n", + " (block): Sequential(\n", + " (0): ConvNormActivation(\n", + " (0): Conv2d(112, 672, kernel_size=(1, 1), stride=(1, 1), bias=False)\n", + " (1): BatchNorm2d(672, eps=0.001, momentum=0.01, affine=True, track_running_stats=True)\n", + " (2): Hardswish()\n", + " )\n", + " (1): ConvNormActivation(\n", + " (0): Conv2d(672, 672, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=672, bias=False)\n", + " (1): BatchNorm2d(672, eps=0.001, momentum=0.01, affine=True, track_running_stats=True)\n", + " (2): Hardswish()\n", + " )\n", + " (2): SqueezeExcitation(\n", + " (avgpool): AdaptiveAvgPool2d(output_size=1)\n", + " (fc1): Conv2d(672, 168, kernel_size=(1, 1), stride=(1, 1))\n", + " (fc2): Conv2d(168, 672, kernel_size=(1, 1), stride=(1, 1))\n", + " (activation): ReLU()\n", + " (scale_activation): Hardsigmoid()\n", + " )\n", + " (3): ConvNormActivation(\n", + " (0): Conv2d(672, 112, kernel_size=(1, 1), stride=(1, 1), bias=False)\n", + " (1): BatchNorm2d(112, eps=0.001, momentum=0.01, affine=True, track_running_stats=True)\n", + " )\n", + " )\n", + " )\n", + " (13): InvertedResidual(\n", + " (block): Sequential(\n", + " (0): ConvNormActivation(\n", + " (0): Conv2d(112, 672, kernel_size=(1, 1), stride=(1, 1), bias=False)\n", + " (1): BatchNorm2d(672, eps=0.001, momentum=0.01, affine=True, track_running_stats=True)\n", + " (2): Hardswish()\n", + " )\n", + " (1): ConvNormActivation(\n", + " (0): Conv2d(672, 672, kernel_size=(5, 5), stride=(2, 2), padding=(2, 2), groups=672, bias=False)\n", + " (1): BatchNorm2d(672, eps=0.001, momentum=0.01, affine=True, track_running_stats=True)\n", + " (2): Hardswish()\n", + " )\n", + " (2): SqueezeExcitation(\n", + " (avgpool): AdaptiveAvgPool2d(output_size=1)\n", + " (fc1): Conv2d(672, 168, kernel_size=(1, 1), stride=(1, 1))\n", + " (fc2): Conv2d(168, 672, kernel_size=(1, 1), stride=(1, 1))\n", + " (activation): ReLU()\n", + " (scale_activation): Hardsigmoid()\n", + " )\n", + " (3): ConvNormActivation(\n", + " (0): Conv2d(672, 160, kernel_size=(1, 1), stride=(1, 1), bias=False)\n", + " (1): BatchNorm2d(160, eps=0.001, momentum=0.01, affine=True, track_running_stats=True)\n", + " )\n", + " )\n", + " )\n", + " (14): InvertedResidual(\n", + " (block): Sequential(\n", + " (0): ConvNormActivation(\n", + " (0): Conv2d(160, 960, kernel_size=(1, 1), stride=(1, 1), bias=False)\n", + " (1): BatchNorm2d(960, eps=0.001, momentum=0.01, affine=True, track_running_stats=True)\n", + " (2): Hardswish()\n", + " )\n", + " (1): ConvNormActivation(\n", + " (0): Conv2d(960, 960, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=960, bias=False)\n", + " (1): BatchNorm2d(960, eps=0.001, momentum=0.01, affine=True, track_running_stats=True)\n", + " (2): Hardswish()\n", + " )\n", + " (2): SqueezeExcitation(\n", + " (avgpool): AdaptiveAvgPool2d(output_size=1)\n", + " (fc1): Conv2d(960, 240, kernel_size=(1, 1), stride=(1, 1))\n", + " (fc2): Conv2d(240, 960, kernel_size=(1, 1), stride=(1, 1))\n", + " (activation): ReLU()\n", + " (scale_activation): Hardsigmoid()\n", + " )\n", + " (3): ConvNormActivation(\n", + " (0): Conv2d(960, 160, kernel_size=(1, 1), stride=(1, 1), bias=False)\n", + " (1): BatchNorm2d(160, eps=0.001, momentum=0.01, affine=True, track_running_stats=True)\n", + " )\n", + " )\n", + " )\n", + " (15): InvertedResidual(\n", + " (block): Sequential(\n", + " (0): ConvNormActivation(\n", + " (0): Conv2d(160, 960, kernel_size=(1, 1), stride=(1, 1), bias=False)\n", + " (1): BatchNorm2d(960, eps=0.001, momentum=0.01, affine=True, track_running_stats=True)\n", + " (2): Hardswish()\n", + " )\n", + " (1): ConvNormActivation(\n", + " (0): Conv2d(960, 960, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=960, bias=False)\n", + " (1): BatchNorm2d(960, eps=0.001, momentum=0.01, affine=True, track_running_stats=True)\n", + " (2): Hardswish()\n", + " )\n", + " (2): SqueezeExcitation(\n", + " (avgpool): AdaptiveAvgPool2d(output_size=1)\n", + " (fc1): Conv2d(960, 240, kernel_size=(1, 1), stride=(1, 1))\n", + " (fc2): Conv2d(240, 960, kernel_size=(1, 1), stride=(1, 1))\n", + " (activation): ReLU()\n", + " (scale_activation): Hardsigmoid()\n", + " )\n", + " (3): ConvNormActivation(\n", + " (0): Conv2d(960, 160, kernel_size=(1, 1), stride=(1, 1), bias=False)\n", + " (1): BatchNorm2d(160, eps=0.001, momentum=0.01, affine=True, track_running_stats=True)\n", + " )\n", + " )\n", + " )\n", + " (16): ConvNormActivation(\n", + " (0): Conv2d(160, 960, kernel_size=(1, 1), stride=(1, 1), bias=False)\n", + " (1): BatchNorm2d(960, eps=0.001, momentum=0.01, affine=True, track_running_stats=True)\n", + " (2): Hardswish()\n", + " )\n", + " )\n", + " (avgpool): AdaptiveAvgPool2d(output_size=1)\n", + " (classifier): Sequential(\n", + " (0): Linear(in_features=960, out_features=1280, bias=True)\n", + " (1): Hardswish()\n", + " (2): Dropout(p=0.2, inplace=True)\n", + " (3): Linear(in_features=1280, out_features=1000, bias=True)\n", + " )\n", + ")" + ] + }, + "execution_count": 38, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#using a pretrained model\n", + "sample_model = models.mobilenet_v3_large(pretrained=True)\n", + "\n", + "#evaluating to get rid of randomization like dropout and batch-normalization\n", + "sample_model.eval()" + ] + }, + { + "cell_type": "markdown", + "id": "4a9a2570", + "metadata": {}, + "source": [ + "### Load Input Image" + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "id": "7c737c0e", + "metadata": {}, + "outputs": [], + "source": [ + "image_path = \"pytorch_example_images/a/img2.jpeg\"\n", + "input_image = Image.open(image_path)" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "id": "7f19ad41", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "display(input_image)" + ] + }, + { + "cell_type": "markdown", + "id": "01c264ee", + "metadata": {}, + "source": [ + "### Pass the input through PyTorch Model" + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "id": "6c58a410", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "9\n" + ] + } + ], + "source": [ + "input = image_loader(data_transforms, input_image)\n", + "output = sample_model(input).detach().numpy()\n", + "print( np.argmax(output))" + ] + }, + { + "cell_type": "markdown", + "id": "f4fce2eb", + "metadata": {}, + "source": [ + "### Convert PyTorch model to MDF " + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "id": "b3ff558c", + "metadata": {}, + "outputs": [], + "source": [ + "mdf_model, params_dict = pytorch_to_mdf(\n", + " model=sample_model,\n", + " args=input,\n", + " trace=True,\n", + " )" + ] + }, + { + "cell_type": "markdown", + "id": "ceaf21d1", + "metadata": {}, + "source": [ + "### Passing Input through MDF model" + ] + }, + { + "cell_type": "code", + "execution_count": 44, + "id": "9e5a64c6", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Init graph: MobileNetV3Graph\n", + "Evaluating graph: MobileNetV3Graph, root nodes: ['Conv_499'], with array format numpy\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2022-08-22 19:23:53.388496924 [W:onnxruntime:, model.cc:180 Model] ONNX Runtime only *guarantees* support for models stamped with opset version 7 or above for opset domain 'ai.onnx'. Please upgrade your model to opset 7 or higher. For now, this opset 1 model may run depending upon legacy support of some older opset version operators.\n", + "2022-08-22 19:23:53.414853978 [W:onnxruntime:, ort_transpose_optimizer.cc:24 ApplyImpl] Transpose optimizer failed: Unsupported ONNX opset\n", + "2022-08-22 19:23:53.431804079 [W:onnxruntime:, model.cc:180 Model] ONNX Runtime only *guarantees* support for models stamped with opset version 7 or above for opset domain 'ai.onnx'. Please upgrade your model to opset 7 or higher. For now, this opset 6 model may run depending upon legacy support of some older opset version operators.\n", + "2022-08-22 19:23:53.431964654 [W:onnxruntime:, ort_transpose_optimizer.cc:24 ApplyImpl] Transpose optimizer failed: Unsupported ONNX opset\n", + "2022-08-22 19:23:53.469721664 [W:onnxruntime:, model.cc:180 Model] ONNX Runtime only *guarantees* support for models stamped with opset version 7 or above for opset domain 'ai.onnx'. Please upgrade your model to opset 7 or higher. For now, this opset 1 model may run depending upon legacy support of some older opset version operators.\n", + "2022-08-22 19:23:53.469881976 [W:onnxruntime:, ort_transpose_optimizer.cc:24 ApplyImpl] Transpose optimizer failed: Unsupported ONNX opset\n", + "2022-08-22 19:23:53.487991114 [W:onnxruntime:, model.cc:180 Model] ONNX Runtime only *guarantees* support for models stamped with opset version 7 or above for opset domain 'ai.onnx'. Please upgrade your model to opset 7 or higher. For now, this opset 6 model may run depending upon legacy support of some older opset version operators.\n", + "2022-08-22 19:23:53.488157969 [W:onnxruntime:, ort_transpose_optimizer.cc:24 ApplyImpl] Transpose optimizer failed: Unsupported ONNX opset\n", + "2022-08-22 19:23:53.526963515 [W:onnxruntime:, model.cc:180 Model] ONNX Runtime only *guarantees* support for models stamped with opset version 7 or above for opset domain 'ai.onnx'. Please upgrade your model to opset 7 or higher. For now, this opset 1 model may run depending upon legacy support of some older opset version operators.\n", + "2022-08-22 19:23:53.527127930 [W:onnxruntime:, ort_transpose_optimizer.cc:24 ApplyImpl] Transpose optimizer failed: Unsupported ONNX opset\n", + "2022-08-22 19:23:53.544435351 [W:onnxruntime:, model.cc:180 Model] ONNX Runtime only *guarantees* support for models stamped with opset version 7 or above for opset domain 'ai.onnx'. Please upgrade your model to opset 7 or higher. For now, this opset 6 model may run depending upon legacy support of some older opset version operators.\n", + "2022-08-22 19:23:53.544599260 [W:onnxruntime:, ort_transpose_optimizer.cc:24 ApplyImpl] Transpose optimizer failed: Unsupported ONNX opset\n", + "2022-08-22 19:23:53.692816510 [W:onnxruntime:, model.cc:180 Model] ONNX Runtime only *guarantees* support for models stamped with opset version 7 or above for opset domain 'ai.onnx'. Please upgrade your model to opset 7 or higher. For now, this opset 1 model may run depending upon legacy support of some older opset version operators.\n", + "2022-08-22 19:23:53.692995506 [W:onnxruntime:, ort_transpose_optimizer.cc:24 ApplyImpl] Transpose optimizer failed: Unsupported ONNX opset\n", + "2022-08-22 19:23:53.708996902 [W:onnxruntime:, model.cc:180 Model] ONNX Runtime only *guarantees* support for models stamped with opset version 7 or above for opset domain 'ai.onnx'. Please upgrade your model to opset 7 or higher. For now, this opset 6 model may run depending upon legacy support of some older opset version operators.\n", + "2022-08-22 19:23:53.709170998 [W:onnxruntime:, ort_transpose_optimizer.cc:24 ApplyImpl] Transpose optimizer failed: Unsupported ONNX opset\n", + "2022-08-22 19:23:53.746428842 [W:onnxruntime:, model.cc:180 Model] ONNX Runtime only *guarantees* support for models stamped with opset version 7 or above for opset domain 'ai.onnx'. Please upgrade your model to opset 7 or higher. For now, this opset 1 model may run depending upon legacy support of some older opset version operators.\n", + "2022-08-22 19:23:53.746626590 [W:onnxruntime:, ort_transpose_optimizer.cc:24 ApplyImpl] Transpose optimizer failed: Unsupported ONNX opset\n", + "2022-08-22 19:23:53.764190113 [W:onnxruntime:, model.cc:180 Model] ONNX Runtime only *guarantees* support for models stamped with opset version 7 or above for opset domain 'ai.onnx'. Please upgrade your model to opset 7 or higher. For now, this opset 6 model may run depending upon legacy support of some older opset version operators.\n", + "2022-08-22 19:23:53.764405390 [W:onnxruntime:, ort_transpose_optimizer.cc:24 ApplyImpl] Transpose optimizer failed: Unsupported ONNX opset\n", + "2022-08-22 19:23:53.802676867 [W:onnxruntime:, model.cc:180 Model] ONNX Runtime only *guarantees* support for models stamped with opset version 7 or above for opset domain 'ai.onnx'. Please upgrade your model to opset 7 or higher. For now, this opset 1 model may run depending upon legacy support of some older opset version operators.\n", + "2022-08-22 19:23:53.802853546 [W:onnxruntime:, ort_transpose_optimizer.cc:24 ApplyImpl] Transpose optimizer failed: Unsupported ONNX opset\n", + "2022-08-22 19:23:53.819189442 [W:onnxruntime:, model.cc:180 Model] ONNX Runtime only *guarantees* support for models stamped with opset version 7 or above for opset domain 'ai.onnx'. Please upgrade your model to opset 7 or higher. For now, this opset 6 model may run depending upon legacy support of some older opset version operators.\n", + "2022-08-22 19:23:53.819392670 [W:onnxruntime:, ort_transpose_optimizer.cc:24 ApplyImpl] Transpose optimizer failed: Unsupported ONNX opset\n", + "2022-08-22 19:23:53.854711332 [W:onnxruntime:, model.cc:180 Model] ONNX Runtime only *guarantees* support for models stamped with opset version 7 or above for opset domain 'ai.onnx'. Please upgrade your model to opset 7 or higher. For now, this opset 1 model may run depending upon legacy support of some older opset version operators.\n", + "2022-08-22 19:23:53.854917659 [W:onnxruntime:, ort_transpose_optimizer.cc:24 ApplyImpl] Transpose optimizer failed: Unsupported ONNX opset\n", + "2022-08-22 19:23:53.872079455 [W:onnxruntime:, model.cc:180 Model] ONNX Runtime only *guarantees* support for models stamped with opset version 7 or above for opset domain 'ai.onnx'. Please upgrade your model to opset 7 or higher. For now, this opset 6 model may run depending upon legacy support of some older opset version operators.\n", + "2022-08-22 19:23:53.872253236 [W:onnxruntime:, ort_transpose_optimizer.cc:24 ApplyImpl] Transpose optimizer failed: Unsupported ONNX opset\n", + "2022-08-22 19:23:53.910919028 [W:onnxruntime:, model.cc:180 Model] ONNX Runtime only *guarantees* support for models stamped with opset version 7 or above for opset domain 'ai.onnx'. Please upgrade your model to opset 7 or higher. For now, this opset 1 model may run depending upon legacy support of some older opset version operators.\n", + "2022-08-22 19:23:53.911112702 [W:onnxruntime:, ort_transpose_optimizer.cc:24 ApplyImpl] Transpose optimizer failed: Unsupported ONNX opset\n", + "2022-08-22 19:23:53.933268396 [W:onnxruntime:, model.cc:180 Model] ONNX Runtime only *guarantees* support for models stamped with opset version 7 or above for opset domain 'ai.onnx'. Please upgrade your model to opset 7 or higher. For now, this opset 6 model may run depending upon legacy support of some older opset version operators.\n", + "2022-08-22 19:23:53.933491587 [W:onnxruntime:, ort_transpose_optimizer.cc:24 ApplyImpl] Transpose optimizer failed: Unsupported ONNX opset\n", + "2022-08-22 19:23:53.964604552 [W:onnxruntime:, model.cc:180 Model] ONNX Runtime only *guarantees* support for models stamped with opset version 7 or above for opset domain 'ai.onnx'. Please upgrade your model to opset 7 or higher. For now, this opset 1 model may run depending upon legacy support of some older opset version operators.\n", + "2022-08-22 19:23:53.964810346 [W:onnxruntime:, ort_transpose_optimizer.cc:24 ApplyImpl] Transpose optimizer failed: Unsupported ONNX opset\n" + ] + }, + { + "data": { + "text/plain": [ + "9" + ] + }, + "execution_count": 44, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "mdf_graph = mdf_model.graphs[0]\n", + "# mdf_graph_nodes = mdf_graph.nodes[id='Conv_499']\n", + "params_dict[\"input1\"] = input.detach().numpy()\n", + "\n", + "eg = EvaluableGraph(graph=mdf_graph, verbose=False)\n", + "\n", + "eg.evaluate(initializer=params_dict)\n", + "\n", + "output_mdf = eg.output_enodes[0].get_output()\n", + "np.argmax(output_mdf)" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "id": "6d1c4d5f", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[Node(metadata=None, id='Conv_499', input_ports=[InputPort(metadata=None, id='input1', shape=(1, 3, 224, 224), type='float32'), InputPort(metadata=None, id='onnx_Conv_500', shape=(16, 3, 3, 3), type='float32'), InputPort(metadata=None, id='onnx_Conv_501', shape=(16,), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='dilations', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='group', value=1, default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='kernel_shape', value=[3, 3], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='pads', value=[1, 1, 1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='strides', value=[2, 2], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='onnx_Conv_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Conv', args={'X': 'input1', 'W': 'onnx_Conv_500', 'B': 'onnx_Conv_501'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_499', value='onnx_Conv_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='HardSwish_315', input_ports=[InputPort(metadata=None, id='_499', shape=(1, 16, 112, 112), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='onnx_HardSwish_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::HardSwish', args={'X': '_499'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_315', value='onnx_HardSwish_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Conv_502', input_ports=[InputPort(metadata=None, id='_315', shape=(1, 16, 112, 112), type='float32'), InputPort(metadata=None, id='onnx_Conv_503', shape=(16, 1, 3, 3), type='float32'), InputPort(metadata=None, id='onnx_Conv_504', shape=(16,), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='dilations', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='group', value=16, default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='kernel_shape', value=[3, 3], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='pads', value=[1, 1, 1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='strides', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='onnx_Conv_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Conv', args={'X': '_315', 'W': 'onnx_Conv_503', 'B': 'onnx_Conv_504'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_502', value='onnx_Conv_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Relu_318', input_ports=[InputPort(metadata=None, id='_502', shape=(1, 16, 112, 112), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='onnx_Relu_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Relu', args={'X': '_502'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_318', value='onnx_Relu_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Conv_505', input_ports=[InputPort(metadata=None, id='_318', shape=(1, 16, 112, 112), type='float32'), InputPort(metadata=None, id='onnx_Conv_506', shape=(16, 16, 1, 1), type='float32'), InputPort(metadata=None, id='onnx_Conv_507', shape=(16,), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='dilations', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='group', value=1, default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='kernel_shape', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='pads', value=[0, 0, 0, 0], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='strides', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='onnx_Conv_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Conv', args={'X': '_318', 'W': 'onnx_Conv_506', 'B': 'onnx_Conv_507'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_505', value='onnx_Conv_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Add_321', input_ports=[InputPort(metadata=None, id='_505', shape=(1, 16, 112, 112), type='float32'), InputPort(metadata=None, id='_315', shape=(1, 16, 112, 112), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='onnx_Add_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Add', args={'A': '_505', 'B': '_315'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_321', value='onnx_Add_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Conv_508', input_ports=[InputPort(metadata=None, id='_321', shape=(1, 16, 112, 112), type='float32'), InputPort(metadata=None, id='onnx_Conv_509', shape=(64, 16, 1, 1), type='float32'), InputPort(metadata=None, id='onnx_Conv_510', shape=(64,), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='dilations', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='group', value=1, default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='kernel_shape', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='pads', value=[0, 0, 0, 0], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='strides', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='onnx_Conv_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Conv', args={'X': '_321', 'W': 'onnx_Conv_509', 'B': 'onnx_Conv_510'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_508', value='onnx_Conv_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Relu_324', input_ports=[InputPort(metadata=None, id='_508', shape=(1, 64, 112, 112), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='onnx_Relu_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Relu', args={'X': '_508'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_324', value='onnx_Relu_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Conv_511', input_ports=[InputPort(metadata=None, id='_324', shape=(1, 64, 112, 112), type='float32'), InputPort(metadata=None, id='onnx_Conv_512', shape=(64, 1, 3, 3), type='float32'), InputPort(metadata=None, id='onnx_Conv_513', shape=(64,), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='dilations', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='group', value=64, default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='kernel_shape', value=[3, 3], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='pads', value=[1, 1, 1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='strides', value=[2, 2], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='onnx_Conv_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Conv', args={'X': '_324', 'W': 'onnx_Conv_512', 'B': 'onnx_Conv_513'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_511', value='onnx_Conv_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Relu_327', input_ports=[InputPort(metadata=None, id='_511', shape=(1, 64, 56, 56), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='onnx_Relu_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Relu', args={'X': '_511'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_327', value='onnx_Relu_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Conv_514', input_ports=[InputPort(metadata=None, id='_327', shape=(1, 64, 56, 56), type='float32'), InputPort(metadata=None, id='onnx_Conv_515', shape=(24, 64, 1, 1), type='float32'), InputPort(metadata=None, id='onnx_Conv_516', shape=(24,), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='dilations', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='group', value=1, default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='kernel_shape', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='pads', value=[0, 0, 0, 0], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='strides', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='onnx_Conv_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Conv', args={'X': '_327', 'W': 'onnx_Conv_515', 'B': 'onnx_Conv_516'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_514', value='onnx_Conv_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Conv_517', input_ports=[InputPort(metadata=None, id='_514', shape=(1, 24, 56, 56), type='float32'), InputPort(metadata=None, id='onnx_Conv_518', shape=(72, 24, 1, 1), type='float32'), InputPort(metadata=None, id='onnx_Conv_519', shape=(72,), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='dilations', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='group', value=1, default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='kernel_shape', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='pads', value=[0, 0, 0, 0], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='strides', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='onnx_Conv_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Conv', args={'X': '_514', 'W': 'onnx_Conv_518', 'B': 'onnx_Conv_519'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_517', value='onnx_Conv_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Relu_332', input_ports=[InputPort(metadata=None, id='_517', shape=(1, 72, 56, 56), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='onnx_Relu_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Relu', args={'X': '_517'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_332', value='onnx_Relu_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Conv_520', input_ports=[InputPort(metadata=None, id='_332', shape=(1, 72, 56, 56), type='float32'), InputPort(metadata=None, id='onnx_Conv_521', shape=(72, 1, 3, 3), type='float32'), InputPort(metadata=None, id='onnx_Conv_522', shape=(72,), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='dilations', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='group', value=72, default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='kernel_shape', value=[3, 3], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='pads', value=[1, 1, 1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='strides', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='onnx_Conv_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Conv', args={'X': '_332', 'W': 'onnx_Conv_521', 'B': 'onnx_Conv_522'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_520', value='onnx_Conv_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Relu_335', input_ports=[InputPort(metadata=None, id='_520', shape=(1, 72, 56, 56), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='onnx_Relu_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Relu', args={'X': '_520'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_335', value='onnx_Relu_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Conv_523', input_ports=[InputPort(metadata=None, id='_335', shape=(1, 72, 56, 56), type='float32'), InputPort(metadata=None, id='onnx_Conv_524', shape=(24, 72, 1, 1), type='float32'), InputPort(metadata=None, id='onnx_Conv_525', shape=(24,), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='dilations', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='group', value=1, default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='kernel_shape', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='pads', value=[0, 0, 0, 0], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='strides', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='onnx_Conv_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Conv', args={'X': '_335', 'W': 'onnx_Conv_524', 'B': 'onnx_Conv_525'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_523', value='onnx_Conv_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Add_338', input_ports=[InputPort(metadata=None, id='_523', shape=(1, 24, 56, 56), type='float32'), InputPort(metadata=None, id='_514', shape=(1, 24, 56, 56), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='onnx_Add_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Add', args={'A': '_523', 'B': '_514'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_338', value='onnx_Add_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Conv_526', input_ports=[InputPort(metadata=None, id='_338', shape=(1, 24, 56, 56), type='float32'), InputPort(metadata=None, id='onnx_Conv_527', shape=(72, 24, 1, 1), type='float32'), InputPort(metadata=None, id='onnx_Conv_528', shape=(72,), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='dilations', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='group', value=1, default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='kernel_shape', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='pads', value=[0, 0, 0, 0], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='strides', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='onnx_Conv_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Conv', args={'X': '_338', 'W': 'onnx_Conv_527', 'B': 'onnx_Conv_528'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_526', value='onnx_Conv_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Relu_341', input_ports=[InputPort(metadata=None, id='_526', shape=(1, 72, 56, 56), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='onnx_Relu_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Relu', args={'X': '_526'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_341', value='onnx_Relu_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Conv_529', input_ports=[InputPort(metadata=None, id='_341', shape=(1, 72, 56, 56), type='float32'), InputPort(metadata=None, id='onnx_Conv_530', shape=(72, 1, 5, 5), type='float32'), InputPort(metadata=None, id='onnx_Conv_531', shape=(72,), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='dilations', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='group', value=72, default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='kernel_shape', value=[5, 5], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='pads', value=[2, 2, 2, 2], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='strides', value=[2, 2], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='onnx_Conv_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Conv', args={'X': '_341', 'W': 'onnx_Conv_530', 'B': 'onnx_Conv_531'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_529', value='onnx_Conv_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Relu_344', input_ports=[InputPort(metadata=None, id='_529', shape=(1, 72, 28, 28), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='onnx_Relu_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Relu', args={'X': '_529'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_344', value='onnx_Relu_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='GlobalAveragePool_345', input_ports=[InputPort(metadata=None, id='_344', shape=(1, 72, 28, 28), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='onnx_GlobalAveragePool_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::GlobalAveragePool', args={'X': '_344'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_345', value='onnx_GlobalAveragePool_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Conv_346', input_ports=[InputPort(metadata=None, id='_345', shape=(1, 72, 1, 1), type='float32'), InputPort(metadata=None, id='features_4_block_2_fc1_weight', shape=(24, 72, 1, 1), type='float32'), InputPort(metadata=None, id='features_4_block_2_fc1_bias', shape=(24,), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='dilations', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='group', value=1, default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='kernel_shape', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='pads', value=[0, 0, 0, 0], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='strides', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='onnx_Conv_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Conv', args={'X': '_345', 'W': 'features_4_block_2_fc1_weight', 'B': 'features_4_block_2_fc1_bias'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_346', value='onnx_Conv_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Relu_347', input_ports=[InputPort(metadata=None, id='_346', shape=(1, 24, 1, 1), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='onnx_Relu_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Relu', args={'X': '_346'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_347', value='onnx_Relu_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Conv_348', input_ports=[InputPort(metadata=None, id='_347', shape=(1, 24, 1, 1), type='float32'), InputPort(metadata=None, id='features_4_block_2_fc2_weight', shape=(72, 24, 1, 1), type='float32'), InputPort(metadata=None, id='features_4_block_2_fc2_bias', shape=(72,), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='dilations', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='group', value=1, default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='kernel_shape', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='pads', value=[0, 0, 0, 0], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='strides', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='onnx_Conv_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Conv', args={'X': '_347', 'W': 'features_4_block_2_fc2_weight', 'B': 'features_4_block_2_fc2_bias'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_348', value='onnx_Conv_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='HardSigmoid_349', input_ports=[InputPort(metadata=None, id='_348', shape=(1, 72, 1, 1), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='alpha', value=0.16666666666666666, default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='onnx_HardSigmoid_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::HardSigmoid', args={'X': '_348'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_349', value='onnx_HardSigmoid_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Mul_350', input_ports=[InputPort(metadata=None, id='_349', shape=(1, 72, 1, 1), type='float32'), InputPort(metadata=None, id='_344', shape=(1, 72, 28, 28), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='onnx_Mul_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Mul', args={'A': '_349', 'B': '_344'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_350', value='onnx_Mul_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Conv_532', input_ports=[InputPort(metadata=None, id='_350', shape=(1, 72, 28, 28), type='float32'), InputPort(metadata=None, id='onnx_Conv_533', shape=(40, 72, 1, 1), type='float32'), InputPort(metadata=None, id='onnx_Conv_534', shape=(40,), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='dilations', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='group', value=1, default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='kernel_shape', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='pads', value=[0, 0, 0, 0], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='strides', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='onnx_Conv_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Conv', args={'X': '_350', 'W': 'onnx_Conv_533', 'B': 'onnx_Conv_534'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_532', value='onnx_Conv_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Conv_535', input_ports=[InputPort(metadata=None, id='_532', shape=(1, 40, 28, 28), type='float32'), InputPort(metadata=None, id='onnx_Conv_536', shape=(120, 40, 1, 1), type='float32'), InputPort(metadata=None, id='onnx_Conv_537', shape=(120,), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='dilations', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='group', value=1, default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='kernel_shape', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='pads', value=[0, 0, 0, 0], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='strides', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='onnx_Conv_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Conv', args={'X': '_532', 'W': 'onnx_Conv_536', 'B': 'onnx_Conv_537'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_535', value='onnx_Conv_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Relu_355', input_ports=[InputPort(metadata=None, id='_535', shape=(1, 120, 28, 28), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='onnx_Relu_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Relu', args={'X': '_535'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_355', value='onnx_Relu_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Conv_538', input_ports=[InputPort(metadata=None, id='_355', shape=(1, 120, 28, 28), type='float32'), InputPort(metadata=None, id='onnx_Conv_539', shape=(120, 1, 5, 5), type='float32'), InputPort(metadata=None, id='onnx_Conv_540', shape=(120,), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='dilations', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='group', value=120, default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='kernel_shape', value=[5, 5], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='pads', value=[2, 2, 2, 2], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='strides', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='onnx_Conv_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Conv', args={'X': '_355', 'W': 'onnx_Conv_539', 'B': 'onnx_Conv_540'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_538', value='onnx_Conv_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Relu_358', input_ports=[InputPort(metadata=None, id='_538', shape=(1, 120, 28, 28), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='onnx_Relu_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Relu', args={'X': '_538'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_358', value='onnx_Relu_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='GlobalAveragePool_359', input_ports=[InputPort(metadata=None, id='_358', shape=(1, 120, 28, 28), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='onnx_GlobalAveragePool_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::GlobalAveragePool', args={'X': '_358'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_359', value='onnx_GlobalAveragePool_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Conv_360', input_ports=[InputPort(metadata=None, id='_359', shape=(1, 120, 1, 1), type='float32'), InputPort(metadata=None, id='features_5_block_2_fc1_weight', shape=(32, 120, 1, 1), type='float32'), InputPort(metadata=None, id='features_5_block_2_fc1_bias', shape=(32,), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='dilations', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='group', value=1, default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='kernel_shape', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='pads', value=[0, 0, 0, 0], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='strides', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='onnx_Conv_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Conv', args={'X': '_359', 'W': 'features_5_block_2_fc1_weight', 'B': 'features_5_block_2_fc1_bias'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_360', value='onnx_Conv_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Relu_361', input_ports=[InputPort(metadata=None, id='_360', shape=(1, 32, 1, 1), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='onnx_Relu_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Relu', args={'X': '_360'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_361', value='onnx_Relu_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Conv_362', input_ports=[InputPort(metadata=None, id='_361', shape=(1, 32, 1, 1), type='float32'), InputPort(metadata=None, id='features_5_block_2_fc2_weight', shape=(120, 32, 1, 1), type='float32'), InputPort(metadata=None, id='features_5_block_2_fc2_bias', shape=(120,), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='dilations', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='group', value=1, default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='kernel_shape', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='pads', value=[0, 0, 0, 0], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='strides', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='onnx_Conv_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Conv', args={'X': '_361', 'W': 'features_5_block_2_fc2_weight', 'B': 'features_5_block_2_fc2_bias'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_362', value='onnx_Conv_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='HardSigmoid_363', input_ports=[InputPort(metadata=None, id='_362', shape=(1, 120, 1, 1), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='alpha', value=0.16666666666666666, default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='onnx_HardSigmoid_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::HardSigmoid', args={'X': '_362'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_363', value='onnx_HardSigmoid_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Mul_364', input_ports=[InputPort(metadata=None, id='_363', shape=(1, 120, 1, 1), type='float32'), InputPort(metadata=None, id='_358', shape=(1, 120, 28, 28), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='onnx_Mul_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Mul', args={'A': '_363', 'B': '_358'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_364', value='onnx_Mul_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Conv_541', input_ports=[InputPort(metadata=None, id='_364', shape=(1, 120, 28, 28), type='float32'), InputPort(metadata=None, id='onnx_Conv_542', shape=(40, 120, 1, 1), type='float32'), InputPort(metadata=None, id='onnx_Conv_543', shape=(40,), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='dilations', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='group', value=1, default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='kernel_shape', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='pads', value=[0, 0, 0, 0], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='strides', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='onnx_Conv_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Conv', args={'X': '_364', 'W': 'onnx_Conv_542', 'B': 'onnx_Conv_543'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_541', value='onnx_Conv_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Add_367', input_ports=[InputPort(metadata=None, id='_541', shape=(1, 40, 28, 28), type='float32'), InputPort(metadata=None, id='_532', shape=(1, 40, 28, 28), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='onnx_Add_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Add', args={'A': '_541', 'B': '_532'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_367', value='onnx_Add_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Conv_544', input_ports=[InputPort(metadata=None, id='_367', shape=(1, 40, 28, 28), type='float32'), InputPort(metadata=None, id='onnx_Conv_545', shape=(120, 40, 1, 1), type='float32'), InputPort(metadata=None, id='onnx_Conv_546', shape=(120,), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='dilations', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='group', value=1, default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='kernel_shape', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='pads', value=[0, 0, 0, 0], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='strides', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='onnx_Conv_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Conv', args={'X': '_367', 'W': 'onnx_Conv_545', 'B': 'onnx_Conv_546'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_544', value='onnx_Conv_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Relu_370', input_ports=[InputPort(metadata=None, id='_544', shape=(1, 120, 28, 28), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='onnx_Relu_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Relu', args={'X': '_544'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_370', value='onnx_Relu_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Conv_547', input_ports=[InputPort(metadata=None, id='_370', shape=(1, 120, 28, 28), type='float32'), InputPort(metadata=None, id='onnx_Conv_548', shape=(120, 1, 5, 5), type='float32'), InputPort(metadata=None, id='onnx_Conv_549', shape=(120,), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='dilations', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='group', value=120, default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='kernel_shape', value=[5, 5], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='pads', value=[2, 2, 2, 2], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='strides', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='onnx_Conv_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Conv', args={'X': '_370', 'W': 'onnx_Conv_548', 'B': 'onnx_Conv_549'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_547', value='onnx_Conv_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Relu_373', input_ports=[InputPort(metadata=None, id='_547', shape=(1, 120, 28, 28), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='onnx_Relu_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Relu', args={'X': '_547'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_373', value='onnx_Relu_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='GlobalAveragePool_374', input_ports=[InputPort(metadata=None, id='_373', shape=(1, 120, 28, 28), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='onnx_GlobalAveragePool_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::GlobalAveragePool', args={'X': '_373'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_374', value='onnx_GlobalAveragePool_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Conv_375', input_ports=[InputPort(metadata=None, id='_374', shape=(1, 120, 1, 1), type='float32'), InputPort(metadata=None, id='features_6_block_2_fc1_weight', shape=(32, 120, 1, 1), type='float32'), InputPort(metadata=None, id='features_6_block_2_fc1_bias', shape=(32,), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='dilations', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='group', value=1, default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='kernel_shape', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='pads', value=[0, 0, 0, 0], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='strides', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='onnx_Conv_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Conv', args={'X': '_374', 'W': 'features_6_block_2_fc1_weight', 'B': 'features_6_block_2_fc1_bias'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_375', value='onnx_Conv_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Relu_376', input_ports=[InputPort(metadata=None, id='_375', shape=(1, 32, 1, 1), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='onnx_Relu_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Relu', args={'X': '_375'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_376', value='onnx_Relu_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Conv_377', input_ports=[InputPort(metadata=None, id='_376', shape=(1, 32, 1, 1), type='float32'), InputPort(metadata=None, id='features_6_block_2_fc2_weight', shape=(120, 32, 1, 1), type='float32'), InputPort(metadata=None, id='features_6_block_2_fc2_bias', shape=(120,), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='dilations', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='group', value=1, default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='kernel_shape', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='pads', value=[0, 0, 0, 0], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='strides', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='onnx_Conv_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Conv', args={'X': '_376', 'W': 'features_6_block_2_fc2_weight', 'B': 'features_6_block_2_fc2_bias'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_377', value='onnx_Conv_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='HardSigmoid_378', input_ports=[InputPort(metadata=None, id='_377', shape=(1, 120, 1, 1), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='alpha', value=0.16666666666666666, default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='onnx_HardSigmoid_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::HardSigmoid', args={'X': '_377'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_378', value='onnx_HardSigmoid_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Mul_379', input_ports=[InputPort(metadata=None, id='_378', shape=(1, 120, 1, 1), type='float32'), InputPort(metadata=None, id='_373', shape=(1, 120, 28, 28), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='onnx_Mul_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Mul', args={'A': '_378', 'B': '_373'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_379', value='onnx_Mul_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Conv_550', input_ports=[InputPort(metadata=None, id='_379', shape=(1, 120, 28, 28), type='float32'), InputPort(metadata=None, id='onnx_Conv_551', shape=(40, 120, 1, 1), type='float32'), InputPort(metadata=None, id='onnx_Conv_552', shape=(40,), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='dilations', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='group', value=1, default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='kernel_shape', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='pads', value=[0, 0, 0, 0], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='strides', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='onnx_Conv_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Conv', args={'X': '_379', 'W': 'onnx_Conv_551', 'B': 'onnx_Conv_552'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_550', value='onnx_Conv_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Add_382', input_ports=[InputPort(metadata=None, id='_550', shape=(1, 40, 28, 28), type='float32'), InputPort(metadata=None, id='_367', shape=(1, 40, 28, 28), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='onnx_Add_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Add', args={'A': '_550', 'B': '_367'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_382', value='onnx_Add_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Conv_553', input_ports=[InputPort(metadata=None, id='_382', shape=(1, 40, 28, 28), type='float32'), InputPort(metadata=None, id='onnx_Conv_554', shape=(240, 40, 1, 1), type='float32'), InputPort(metadata=None, id='onnx_Conv_555', shape=(240,), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='dilations', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='group', value=1, default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='kernel_shape', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='pads', value=[0, 0, 0, 0], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='strides', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='onnx_Conv_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Conv', args={'X': '_382', 'W': 'onnx_Conv_554', 'B': 'onnx_Conv_555'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_553', value='onnx_Conv_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='HardSwish_385', input_ports=[InputPort(metadata=None, id='_553', shape=(1, 240, 28, 28), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='onnx_HardSwish_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::HardSwish', args={'X': '_553'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_385', value='onnx_HardSwish_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Conv_556', input_ports=[InputPort(metadata=None, id='_385', shape=(1, 240, 28, 28), type='float32'), InputPort(metadata=None, id='onnx_Conv_557', shape=(240, 1, 3, 3), type='float32'), InputPort(metadata=None, id='onnx_Conv_558', shape=(240,), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='dilations', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='group', value=240, default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='kernel_shape', value=[3, 3], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='pads', value=[1, 1, 1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='strides', value=[2, 2], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='onnx_Conv_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Conv', args={'X': '_385', 'W': 'onnx_Conv_557', 'B': 'onnx_Conv_558'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_556', value='onnx_Conv_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='HardSwish_388', input_ports=[InputPort(metadata=None, id='_556', shape=(1, 240, 14, 14), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='onnx_HardSwish_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::HardSwish', args={'X': '_556'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_388', value='onnx_HardSwish_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Conv_559', input_ports=[InputPort(metadata=None, id='_388', shape=(1, 240, 14, 14), type='float32'), InputPort(metadata=None, id='onnx_Conv_560', shape=(80, 240, 1, 1), type='float32'), InputPort(metadata=None, id='onnx_Conv_561', shape=(80,), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='dilations', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='group', value=1, default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='kernel_shape', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='pads', value=[0, 0, 0, 0], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='strides', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='onnx_Conv_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Conv', args={'X': '_388', 'W': 'onnx_Conv_560', 'B': 'onnx_Conv_561'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_559', value='onnx_Conv_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Conv_562', input_ports=[InputPort(metadata=None, id='_559', shape=(1, 80, 14, 14), type='float32'), InputPort(metadata=None, id='onnx_Conv_563', shape=(200, 80, 1, 1), type='float32'), InputPort(metadata=None, id='onnx_Conv_564', shape=(200,), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='dilations', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='group', value=1, default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='kernel_shape', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='pads', value=[0, 0, 0, 0], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='strides', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='onnx_Conv_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Conv', args={'X': '_559', 'W': 'onnx_Conv_563', 'B': 'onnx_Conv_564'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_562', value='onnx_Conv_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='HardSwish_393', input_ports=[InputPort(metadata=None, id='_562', shape=(1, 200, 14, 14), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='onnx_HardSwish_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::HardSwish', args={'X': '_562'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_393', value='onnx_HardSwish_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Conv_565', input_ports=[InputPort(metadata=None, id='_393', shape=(1, 200, 14, 14), type='float32'), InputPort(metadata=None, id='onnx_Conv_566', shape=(200, 1, 3, 3), type='float32'), InputPort(metadata=None, id='onnx_Conv_567', shape=(200,), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='dilations', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='group', value=200, default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='kernel_shape', value=[3, 3], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='pads', value=[1, 1, 1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='strides', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='onnx_Conv_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Conv', args={'X': '_393', 'W': 'onnx_Conv_566', 'B': 'onnx_Conv_567'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_565', value='onnx_Conv_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='HardSwish_396', input_ports=[InputPort(metadata=None, id='_565', shape=(1, 200, 14, 14), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='onnx_HardSwish_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::HardSwish', args={'X': '_565'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_396', value='onnx_HardSwish_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Conv_568', input_ports=[InputPort(metadata=None, id='_396', shape=(1, 200, 14, 14), type='float32'), InputPort(metadata=None, id='onnx_Conv_569', shape=(80, 200, 1, 1), type='float32'), InputPort(metadata=None, id='onnx_Conv_570', shape=(80,), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='dilations', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='group', value=1, default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='kernel_shape', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='pads', value=[0, 0, 0, 0], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='strides', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='onnx_Conv_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Conv', args={'X': '_396', 'W': 'onnx_Conv_569', 'B': 'onnx_Conv_570'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_568', value='onnx_Conv_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Add_399', input_ports=[InputPort(metadata=None, id='_568', shape=(1, 80, 14, 14), type='float32'), InputPort(metadata=None, id='_559', shape=(1, 80, 14, 14), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='onnx_Add_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Add', args={'A': '_568', 'B': '_559'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_399', value='onnx_Add_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Conv_571', input_ports=[InputPort(metadata=None, id='_399', shape=(1, 80, 14, 14), type='float32'), InputPort(metadata=None, id='onnx_Conv_572', shape=(184, 80, 1, 1), type='float32'), InputPort(metadata=None, id='onnx_Conv_573', shape=(184,), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='dilations', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='group', value=1, default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='kernel_shape', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='pads', value=[0, 0, 0, 0], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='strides', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='onnx_Conv_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Conv', args={'X': '_399', 'W': 'onnx_Conv_572', 'B': 'onnx_Conv_573'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_571', value='onnx_Conv_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='HardSwish_402', input_ports=[InputPort(metadata=None, id='_571', shape=(1, 184, 14, 14), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='onnx_HardSwish_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::HardSwish', args={'X': '_571'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_402', value='onnx_HardSwish_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Conv_574', input_ports=[InputPort(metadata=None, id='_402', shape=(1, 184, 14, 14), type='float32'), InputPort(metadata=None, id='onnx_Conv_575', shape=(184, 1, 3, 3), type='float32'), InputPort(metadata=None, id='onnx_Conv_576', shape=(184,), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='dilations', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='group', value=184, default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='kernel_shape', value=[3, 3], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='pads', value=[1, 1, 1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='strides', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='onnx_Conv_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Conv', args={'X': '_402', 'W': 'onnx_Conv_575', 'B': 'onnx_Conv_576'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_574', value='onnx_Conv_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='HardSwish_405', input_ports=[InputPort(metadata=None, id='_574', shape=(1, 184, 14, 14), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='onnx_HardSwish_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::HardSwish', args={'X': '_574'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_405', value='onnx_HardSwish_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Conv_577', input_ports=[InputPort(metadata=None, id='_405', shape=(1, 184, 14, 14), type='float32'), InputPort(metadata=None, id='onnx_Conv_578', shape=(80, 184, 1, 1), type='float32'), InputPort(metadata=None, id='onnx_Conv_579', shape=(80,), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='dilations', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='group', value=1, default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='kernel_shape', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='pads', value=[0, 0, 0, 0], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='strides', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='onnx_Conv_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Conv', args={'X': '_405', 'W': 'onnx_Conv_578', 'B': 'onnx_Conv_579'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_577', value='onnx_Conv_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Add_408', input_ports=[InputPort(metadata=None, id='_577', shape=(1, 80, 14, 14), type='float32'), InputPort(metadata=None, id='_399', shape=(1, 80, 14, 14), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='onnx_Add_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Add', args={'A': '_577', 'B': '_399'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_408', value='onnx_Add_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Conv_580', input_ports=[InputPort(metadata=None, id='_408', shape=(1, 80, 14, 14), type='float32'), InputPort(metadata=None, id='onnx_Conv_581', shape=(184, 80, 1, 1), type='float32'), InputPort(metadata=None, id='onnx_Conv_582', shape=(184,), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='dilations', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='group', value=1, default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='kernel_shape', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='pads', value=[0, 0, 0, 0], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='strides', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='onnx_Conv_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Conv', args={'X': '_408', 'W': 'onnx_Conv_581', 'B': 'onnx_Conv_582'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_580', value='onnx_Conv_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='HardSwish_411', input_ports=[InputPort(metadata=None, id='_580', shape=(1, 184, 14, 14), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='onnx_HardSwish_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::HardSwish', args={'X': '_580'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_411', value='onnx_HardSwish_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Conv_583', input_ports=[InputPort(metadata=None, id='_411', shape=(1, 184, 14, 14), type='float32'), InputPort(metadata=None, id='onnx_Conv_584', shape=(184, 1, 3, 3), type='float32'), InputPort(metadata=None, id='onnx_Conv_585', shape=(184,), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='dilations', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='group', value=184, default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='kernel_shape', value=[3, 3], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='pads', value=[1, 1, 1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='strides', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='onnx_Conv_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Conv', args={'X': '_411', 'W': 'onnx_Conv_584', 'B': 'onnx_Conv_585'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_583', value='onnx_Conv_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='HardSwish_414', input_ports=[InputPort(metadata=None, id='_583', shape=(1, 184, 14, 14), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='onnx_HardSwish_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::HardSwish', args={'X': '_583'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_414', value='onnx_HardSwish_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Conv_586', input_ports=[InputPort(metadata=None, id='_414', shape=(1, 184, 14, 14), type='float32'), InputPort(metadata=None, id='onnx_Conv_587', shape=(80, 184, 1, 1), type='float32'), InputPort(metadata=None, id='onnx_Conv_588', shape=(80,), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='dilations', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='group', value=1, default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='kernel_shape', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='pads', value=[0, 0, 0, 0], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='strides', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='onnx_Conv_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Conv', args={'X': '_414', 'W': 'onnx_Conv_587', 'B': 'onnx_Conv_588'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_586', value='onnx_Conv_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Add_417', input_ports=[InputPort(metadata=None, id='_586', shape=(1, 80, 14, 14), type='float32'), InputPort(metadata=None, id='_408', shape=(1, 80, 14, 14), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='onnx_Add_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Add', args={'A': '_586', 'B': '_408'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_417', value='onnx_Add_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Conv_589', input_ports=[InputPort(metadata=None, id='_417', shape=(1, 80, 14, 14), type='float32'), InputPort(metadata=None, id='onnx_Conv_590', shape=(480, 80, 1, 1), type='float32'), InputPort(metadata=None, id='onnx_Conv_591', shape=(480,), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='dilations', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='group', value=1, default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='kernel_shape', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='pads', value=[0, 0, 0, 0], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='strides', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='onnx_Conv_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Conv', args={'X': '_417', 'W': 'onnx_Conv_590', 'B': 'onnx_Conv_591'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_589', value='onnx_Conv_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='HardSwish_420', input_ports=[InputPort(metadata=None, id='_589', shape=(1, 480, 14, 14), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='onnx_HardSwish_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::HardSwish', args={'X': '_589'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_420', value='onnx_HardSwish_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Conv_592', input_ports=[InputPort(metadata=None, id='_420', shape=(1, 480, 14, 14), type='float32'), InputPort(metadata=None, id='onnx_Conv_593', shape=(480, 1, 3, 3), type='float32'), InputPort(metadata=None, id='onnx_Conv_594', shape=(480,), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='dilations', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='group', value=480, default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='kernel_shape', value=[3, 3], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='pads', value=[1, 1, 1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='strides', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='onnx_Conv_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Conv', args={'X': '_420', 'W': 'onnx_Conv_593', 'B': 'onnx_Conv_594'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_592', value='onnx_Conv_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='HardSwish_423', input_ports=[InputPort(metadata=None, id='_592', shape=(1, 480, 14, 14), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='onnx_HardSwish_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::HardSwish', args={'X': '_592'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_423', value='onnx_HardSwish_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='GlobalAveragePool_424', input_ports=[InputPort(metadata=None, id='_423', shape=(1, 480, 14, 14), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='onnx_GlobalAveragePool_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::GlobalAveragePool', args={'X': '_423'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_424', value='onnx_GlobalAveragePool_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Conv_425', input_ports=[InputPort(metadata=None, id='_424', shape=(1, 480, 1, 1), type='float32'), InputPort(metadata=None, id='features_11_block_2_fc1_weight', shape=(120, 480, 1, 1), type='float32'), InputPort(metadata=None, id='features_11_block_2_fc1_bias', shape=(120,), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='dilations', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='group', value=1, default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='kernel_shape', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='pads', value=[0, 0, 0, 0], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='strides', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='onnx_Conv_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Conv', args={'X': '_424', 'W': 'features_11_block_2_fc1_weight', 'B': 'features_11_block_2_fc1_bias'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_425', value='onnx_Conv_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Relu_426', input_ports=[InputPort(metadata=None, id='_425', shape=(1, 120, 1, 1), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='onnx_Relu_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Relu', args={'X': '_425'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_426', value='onnx_Relu_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Conv_427', input_ports=[InputPort(metadata=None, id='_426', shape=(1, 120, 1, 1), type='float32'), InputPort(metadata=None, id='features_11_block_2_fc2_weight', shape=(480, 120, 1, 1), type='float32'), InputPort(metadata=None, id='features_11_block_2_fc2_bias', shape=(480,), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='dilations', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='group', value=1, default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='kernel_shape', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='pads', value=[0, 0, 0, 0], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='strides', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='onnx_Conv_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Conv', args={'X': '_426', 'W': 'features_11_block_2_fc2_weight', 'B': 'features_11_block_2_fc2_bias'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_427', value='onnx_Conv_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='HardSigmoid_428', input_ports=[InputPort(metadata=None, id='_427', shape=(1, 480, 1, 1), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='alpha', value=0.16666666666666666, default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='onnx_HardSigmoid_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::HardSigmoid', args={'X': '_427'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_428', value='onnx_HardSigmoid_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Mul_429', input_ports=[InputPort(metadata=None, id='_428', shape=(1, 480, 1, 1), type='float32'), InputPort(metadata=None, id='_423', shape=(1, 480, 14, 14), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='onnx_Mul_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Mul', args={'A': '_428', 'B': '_423'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_429', value='onnx_Mul_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Conv_595', input_ports=[InputPort(metadata=None, id='_429', shape=(1, 480, 14, 14), type='float32'), InputPort(metadata=None, id='onnx_Conv_596', shape=(112, 480, 1, 1), type='float32'), InputPort(metadata=None, id='onnx_Conv_597', shape=(112,), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='dilations', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='group', value=1, default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='kernel_shape', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='pads', value=[0, 0, 0, 0], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='strides', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='onnx_Conv_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Conv', args={'X': '_429', 'W': 'onnx_Conv_596', 'B': 'onnx_Conv_597'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_595', value='onnx_Conv_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Conv_598', input_ports=[InputPort(metadata=None, id='_595', shape=(1, 112, 14, 14), type='float32'), InputPort(metadata=None, id='onnx_Conv_599', shape=(672, 112, 1, 1), type='float32'), InputPort(metadata=None, id='onnx_Conv_600', shape=(672,), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='dilations', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='group', value=1, default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='kernel_shape', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='pads', value=[0, 0, 0, 0], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='strides', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='onnx_Conv_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Conv', args={'X': '_595', 'W': 'onnx_Conv_599', 'B': 'onnx_Conv_600'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_598', value='onnx_Conv_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='HardSwish_434', input_ports=[InputPort(metadata=None, id='_598', shape=(1, 672, 14, 14), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='onnx_HardSwish_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::HardSwish', args={'X': '_598'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_434', value='onnx_HardSwish_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Conv_601', input_ports=[InputPort(metadata=None, id='_434', shape=(1, 672, 14, 14), type='float32'), InputPort(metadata=None, id='onnx_Conv_602', shape=(672, 1, 3, 3), type='float32'), InputPort(metadata=None, id='onnx_Conv_603', shape=(672,), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='dilations', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='group', value=672, default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='kernel_shape', value=[3, 3], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='pads', value=[1, 1, 1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='strides', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='onnx_Conv_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Conv', args={'X': '_434', 'W': 'onnx_Conv_602', 'B': 'onnx_Conv_603'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_601', value='onnx_Conv_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='HardSwish_437', input_ports=[InputPort(metadata=None, id='_601', shape=(1, 672, 14, 14), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='onnx_HardSwish_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::HardSwish', args={'X': '_601'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_437', value='onnx_HardSwish_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='GlobalAveragePool_438', input_ports=[InputPort(metadata=None, id='_437', shape=(1, 672, 14, 14), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='onnx_GlobalAveragePool_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::GlobalAveragePool', args={'X': '_437'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_438', value='onnx_GlobalAveragePool_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Conv_439', input_ports=[InputPort(metadata=None, id='_438', shape=(1, 672, 1, 1), type='float32'), InputPort(metadata=None, id='features_12_block_2_fc1_weight', shape=(168, 672, 1, 1), type='float32'), InputPort(metadata=None, id='features_12_block_2_fc1_bias', shape=(168,), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='dilations', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='group', value=1, default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='kernel_shape', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='pads', value=[0, 0, 0, 0], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='strides', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='onnx_Conv_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Conv', args={'X': '_438', 'W': 'features_12_block_2_fc1_weight', 'B': 'features_12_block_2_fc1_bias'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_439', value='onnx_Conv_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Relu_440', input_ports=[InputPort(metadata=None, id='_439', shape=(1, 168, 1, 1), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='onnx_Relu_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Relu', args={'X': '_439'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_440', value='onnx_Relu_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Conv_441', input_ports=[InputPort(metadata=None, id='_440', shape=(1, 168, 1, 1), type='float32'), InputPort(metadata=None, id='features_12_block_2_fc2_weight', shape=(672, 168, 1, 1), type='float32'), InputPort(metadata=None, id='features_12_block_2_fc2_bias', shape=(672,), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='dilations', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='group', value=1, default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='kernel_shape', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='pads', value=[0, 0, 0, 0], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='strides', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='onnx_Conv_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Conv', args={'X': '_440', 'W': 'features_12_block_2_fc2_weight', 'B': 'features_12_block_2_fc2_bias'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_441', value='onnx_Conv_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='HardSigmoid_442', input_ports=[InputPort(metadata=None, id='_441', shape=(1, 672, 1, 1), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='alpha', value=0.16666666666666666, default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='onnx_HardSigmoid_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::HardSigmoid', args={'X': '_441'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_442', value='onnx_HardSigmoid_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Mul_443', input_ports=[InputPort(metadata=None, id='_442', shape=(1, 672, 1, 1), type='float32'), InputPort(metadata=None, id='_437', shape=(1, 672, 14, 14), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='onnx_Mul_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Mul', args={'A': '_442', 'B': '_437'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_443', value='onnx_Mul_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Conv_604', input_ports=[InputPort(metadata=None, id='_443', shape=(1, 672, 14, 14), type='float32'), InputPort(metadata=None, id='onnx_Conv_605', shape=(112, 672, 1, 1), type='float32'), InputPort(metadata=None, id='onnx_Conv_606', shape=(112,), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='dilations', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='group', value=1, default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='kernel_shape', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='pads', value=[0, 0, 0, 0], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='strides', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='onnx_Conv_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Conv', args={'X': '_443', 'W': 'onnx_Conv_605', 'B': 'onnx_Conv_606'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_604', value='onnx_Conv_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Add_446', input_ports=[InputPort(metadata=None, id='_604', shape=(1, 112, 14, 14), type='float32'), InputPort(metadata=None, id='_595', shape=(1, 112, 14, 14), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='onnx_Add_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Add', args={'A': '_604', 'B': '_595'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_446', value='onnx_Add_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Conv_607', input_ports=[InputPort(metadata=None, id='_446', shape=(1, 112, 14, 14), type='float32'), InputPort(metadata=None, id='onnx_Conv_608', shape=(672, 112, 1, 1), type='float32'), InputPort(metadata=None, id='onnx_Conv_609', shape=(672,), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='dilations', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='group', value=1, default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='kernel_shape', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='pads', value=[0, 0, 0, 0], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='strides', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='onnx_Conv_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Conv', args={'X': '_446', 'W': 'onnx_Conv_608', 'B': 'onnx_Conv_609'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_607', value='onnx_Conv_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='HardSwish_449', input_ports=[InputPort(metadata=None, id='_607', shape=(1, 672, 14, 14), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='onnx_HardSwish_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::HardSwish', args={'X': '_607'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_449', value='onnx_HardSwish_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Conv_610', input_ports=[InputPort(metadata=None, id='_449', shape=(1, 672, 14, 14), type='float32'), InputPort(metadata=None, id='onnx_Conv_611', shape=(672, 1, 5, 5), type='float32'), InputPort(metadata=None, id='onnx_Conv_612', shape=(672,), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='dilations', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='group', value=672, default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='kernel_shape', value=[5, 5], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='pads', value=[2, 2, 2, 2], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='strides', value=[2, 2], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='onnx_Conv_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Conv', args={'X': '_449', 'W': 'onnx_Conv_611', 'B': 'onnx_Conv_612'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_610', value='onnx_Conv_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='HardSwish_452', input_ports=[InputPort(metadata=None, id='_610', shape=(1, 672, 7, 7), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='onnx_HardSwish_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::HardSwish', args={'X': '_610'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_452', value='onnx_HardSwish_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='GlobalAveragePool_453', input_ports=[InputPort(metadata=None, id='_452', shape=(1, 672, 7, 7), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='onnx_GlobalAveragePool_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::GlobalAveragePool', args={'X': '_452'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_453', value='onnx_GlobalAveragePool_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Conv_454', input_ports=[InputPort(metadata=None, id='_453', shape=(1, 672, 1, 1), type='float32'), InputPort(metadata=None, id='features_13_block_2_fc1_weight', shape=(168, 672, 1, 1), type='float32'), InputPort(metadata=None, id='features_13_block_2_fc1_bias', shape=(168,), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='dilations', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='group', value=1, default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='kernel_shape', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='pads', value=[0, 0, 0, 0], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='strides', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='onnx_Conv_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Conv', args={'X': '_453', 'W': 'features_13_block_2_fc1_weight', 'B': 'features_13_block_2_fc1_bias'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_454', value='onnx_Conv_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Relu_455', input_ports=[InputPort(metadata=None, id='_454', shape=(1, 168, 1, 1), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='onnx_Relu_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Relu', args={'X': '_454'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_455', value='onnx_Relu_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Conv_456', input_ports=[InputPort(metadata=None, id='_455', shape=(1, 168, 1, 1), type='float32'), InputPort(metadata=None, id='features_13_block_2_fc2_weight', shape=(672, 168, 1, 1), type='float32'), InputPort(metadata=None, id='features_13_block_2_fc2_bias', shape=(672,), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='dilations', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='group', value=1, default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='kernel_shape', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='pads', value=[0, 0, 0, 0], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='strides', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='onnx_Conv_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Conv', args={'X': '_455', 'W': 'features_13_block_2_fc2_weight', 'B': 'features_13_block_2_fc2_bias'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_456', value='onnx_Conv_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='HardSigmoid_457', input_ports=[InputPort(metadata=None, id='_456', shape=(1, 672, 1, 1), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='alpha', value=0.16666666666666666, default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='onnx_HardSigmoid_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::HardSigmoid', args={'X': '_456'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_457', value='onnx_HardSigmoid_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Mul_458', input_ports=[InputPort(metadata=None, id='_457', shape=(1, 672, 1, 1), type='float32'), InputPort(metadata=None, id='_452', shape=(1, 672, 7, 7), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='onnx_Mul_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Mul', args={'A': '_457', 'B': '_452'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_458', value='onnx_Mul_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Conv_613', input_ports=[InputPort(metadata=None, id='_458', shape=(1, 672, 7, 7), type='float32'), InputPort(metadata=None, id='onnx_Conv_614', shape=(160, 672, 1, 1), type='float32'), InputPort(metadata=None, id='onnx_Conv_615', shape=(160,), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='dilations', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='group', value=1, default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='kernel_shape', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='pads', value=[0, 0, 0, 0], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='strides', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='onnx_Conv_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Conv', args={'X': '_458', 'W': 'onnx_Conv_614', 'B': 'onnx_Conv_615'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_613', value='onnx_Conv_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Conv_616', input_ports=[InputPort(metadata=None, id='_613', shape=(1, 160, 7, 7), type='float32'), InputPort(metadata=None, id='onnx_Conv_617', shape=(960, 160, 1, 1), type='float32'), InputPort(metadata=None, id='onnx_Conv_618', shape=(960,), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='dilations', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='group', value=1, default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='kernel_shape', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='pads', value=[0, 0, 0, 0], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='strides', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='onnx_Conv_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Conv', args={'X': '_613', 'W': 'onnx_Conv_617', 'B': 'onnx_Conv_618'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_616', value='onnx_Conv_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='HardSwish_463', input_ports=[InputPort(metadata=None, id='_616', shape=(1, 960, 7, 7), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='onnx_HardSwish_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::HardSwish', args={'X': '_616'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_463', value='onnx_HardSwish_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Conv_619', input_ports=[InputPort(metadata=None, id='_463', shape=(1, 960, 7, 7), type='float32'), InputPort(metadata=None, id='onnx_Conv_620', shape=(960, 1, 5, 5), type='float32'), InputPort(metadata=None, id='onnx_Conv_621', shape=(960,), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='dilations', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='group', value=960, default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='kernel_shape', value=[5, 5], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='pads', value=[2, 2, 2, 2], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='strides', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='onnx_Conv_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Conv', args={'X': '_463', 'W': 'onnx_Conv_620', 'B': 'onnx_Conv_621'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_619', value='onnx_Conv_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='HardSwish_466', input_ports=[InputPort(metadata=None, id='_619', shape=(1, 960, 7, 7), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='onnx_HardSwish_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::HardSwish', args={'X': '_619'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_466', value='onnx_HardSwish_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='GlobalAveragePool_467', input_ports=[InputPort(metadata=None, id='_466', shape=(1, 960, 7, 7), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='onnx_GlobalAveragePool_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::GlobalAveragePool', args={'X': '_466'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_467', value='onnx_GlobalAveragePool_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Conv_468', input_ports=[InputPort(metadata=None, id='_467', shape=(1, 960, 1, 1), type='float32'), InputPort(metadata=None, id='features_14_block_2_fc1_weight', shape=(240, 960, 1, 1), type='float32'), InputPort(metadata=None, id='features_14_block_2_fc1_bias', shape=(240,), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='dilations', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='group', value=1, default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='kernel_shape', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='pads', value=[0, 0, 0, 0], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='strides', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='onnx_Conv_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Conv', args={'X': '_467', 'W': 'features_14_block_2_fc1_weight', 'B': 'features_14_block_2_fc1_bias'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_468', value='onnx_Conv_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Relu_469', input_ports=[InputPort(metadata=None, id='_468', shape=(1, 240, 1, 1), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='onnx_Relu_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Relu', args={'X': '_468'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_469', value='onnx_Relu_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Conv_470', input_ports=[InputPort(metadata=None, id='_469', shape=(1, 240, 1, 1), type='float32'), InputPort(metadata=None, id='features_14_block_2_fc2_weight', shape=(960, 240, 1, 1), type='float32'), InputPort(metadata=None, id='features_14_block_2_fc2_bias', shape=(960,), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='dilations', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='group', value=1, default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='kernel_shape', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='pads', value=[0, 0, 0, 0], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='strides', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='onnx_Conv_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Conv', args={'X': '_469', 'W': 'features_14_block_2_fc2_weight', 'B': 'features_14_block_2_fc2_bias'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_470', value='onnx_Conv_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='HardSigmoid_471', input_ports=[InputPort(metadata=None, id='_470', shape=(1, 960, 1, 1), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='alpha', value=0.16666666666666666, default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='onnx_HardSigmoid_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::HardSigmoid', args={'X': '_470'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_471', value='onnx_HardSigmoid_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Mul_472', input_ports=[InputPort(metadata=None, id='_471', shape=(1, 960, 1, 1), type='float32'), InputPort(metadata=None, id='_466', shape=(1, 960, 7, 7), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='onnx_Mul_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Mul', args={'A': '_471', 'B': '_466'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_472', value='onnx_Mul_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Conv_622', input_ports=[InputPort(metadata=None, id='_472', shape=(1, 960, 7, 7), type='float32'), InputPort(metadata=None, id='onnx_Conv_623', shape=(160, 960, 1, 1), type='float32'), InputPort(metadata=None, id='onnx_Conv_624', shape=(160,), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='dilations', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='group', value=1, default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='kernel_shape', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='pads', value=[0, 0, 0, 0], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='strides', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='onnx_Conv_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Conv', args={'X': '_472', 'W': 'onnx_Conv_623', 'B': 'onnx_Conv_624'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_622', value='onnx_Conv_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Add_475', input_ports=[InputPort(metadata=None, id='_622', shape=(1, 160, 7, 7), type='float32'), InputPort(metadata=None, id='_613', shape=(1, 160, 7, 7), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='onnx_Add_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Add', args={'A': '_622', 'B': '_613'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_475', value='onnx_Add_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Conv_625', input_ports=[InputPort(metadata=None, id='_475', shape=(1, 160, 7, 7), type='float32'), InputPort(metadata=None, id='onnx_Conv_626', shape=(960, 160, 1, 1), type='float32'), InputPort(metadata=None, id='onnx_Conv_627', shape=(960,), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='dilations', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='group', value=1, default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='kernel_shape', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='pads', value=[0, 0, 0, 0], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='strides', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='onnx_Conv_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Conv', args={'X': '_475', 'W': 'onnx_Conv_626', 'B': 'onnx_Conv_627'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_625', value='onnx_Conv_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='HardSwish_478', input_ports=[InputPort(metadata=None, id='_625', shape=(1, 960, 7, 7), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='onnx_HardSwish_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::HardSwish', args={'X': '_625'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_478', value='onnx_HardSwish_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Conv_628', input_ports=[InputPort(metadata=None, id='_478', shape=(1, 960, 7, 7), type='float32'), InputPort(metadata=None, id='onnx_Conv_629', shape=(960, 1, 5, 5), type='float32'), InputPort(metadata=None, id='onnx_Conv_630', shape=(960,), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='dilations', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='group', value=960, default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='kernel_shape', value=[5, 5], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='pads', value=[2, 2, 2, 2], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='strides', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='onnx_Conv_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Conv', args={'X': '_478', 'W': 'onnx_Conv_629', 'B': 'onnx_Conv_630'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_628', value='onnx_Conv_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='HardSwish_481', input_ports=[InputPort(metadata=None, id='_628', shape=(1, 960, 7, 7), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='onnx_HardSwish_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::HardSwish', args={'X': '_628'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_481', value='onnx_HardSwish_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='GlobalAveragePool_482', input_ports=[InputPort(metadata=None, id='_481', shape=(1, 960, 7, 7), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='onnx_GlobalAveragePool_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::GlobalAveragePool', args={'X': '_481'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_482', value='onnx_GlobalAveragePool_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Conv_483', input_ports=[InputPort(metadata=None, id='_482', shape=(1, 960, 1, 1), type='float32'), InputPort(metadata=None, id='features_15_block_2_fc1_weight', shape=(240, 960, 1, 1), type='float32'), InputPort(metadata=None, id='features_15_block_2_fc1_bias', shape=(240,), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='dilations', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='group', value=1, default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='kernel_shape', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='pads', value=[0, 0, 0, 0], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='strides', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='onnx_Conv_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Conv', args={'X': '_482', 'W': 'features_15_block_2_fc1_weight', 'B': 'features_15_block_2_fc1_bias'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_483', value='onnx_Conv_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Relu_484', input_ports=[InputPort(metadata=None, id='_483', shape=(1, 240, 1, 1), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='onnx_Relu_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Relu', args={'X': '_483'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_484', value='onnx_Relu_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Conv_485', input_ports=[InputPort(metadata=None, id='_484', shape=(1, 240, 1, 1), type='float32'), InputPort(metadata=None, id='features_15_block_2_fc2_weight', shape=(960, 240, 1, 1), type='float32'), InputPort(metadata=None, id='features_15_block_2_fc2_bias', shape=(960,), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='dilations', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='group', value=1, default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='kernel_shape', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='pads', value=[0, 0, 0, 0], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='strides', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='onnx_Conv_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Conv', args={'X': '_484', 'W': 'features_15_block_2_fc2_weight', 'B': 'features_15_block_2_fc2_bias'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_485', value='onnx_Conv_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='HardSigmoid_486', input_ports=[InputPort(metadata=None, id='_485', shape=(1, 960, 1, 1), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='alpha', value=0.16666666666666666, default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='onnx_HardSigmoid_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::HardSigmoid', args={'X': '_485'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_486', value='onnx_HardSigmoid_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Mul_487', input_ports=[InputPort(metadata=None, id='_486', shape=(1, 960, 1, 1), type='float32'), InputPort(metadata=None, id='_481', shape=(1, 960, 7, 7), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='onnx_Mul_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Mul', args={'A': '_486', 'B': '_481'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_487', value='onnx_Mul_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Conv_631', input_ports=[InputPort(metadata=None, id='_487', shape=(1, 960, 7, 7), type='float32'), InputPort(metadata=None, id='onnx_Conv_632', shape=(160, 960, 1, 1), type='float32'), InputPort(metadata=None, id='onnx_Conv_633', shape=(160,), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='dilations', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='group', value=1, default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='kernel_shape', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='pads', value=[0, 0, 0, 0], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='strides', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='onnx_Conv_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Conv', args={'X': '_487', 'W': 'onnx_Conv_632', 'B': 'onnx_Conv_633'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_631', value='onnx_Conv_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Add_490', input_ports=[InputPort(metadata=None, id='_631', shape=(1, 160, 7, 7), type='float32'), InputPort(metadata=None, id='_475', shape=(1, 160, 7, 7), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='onnx_Add_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Add', args={'A': '_631', 'B': '_475'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_490', value='onnx_Add_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Conv_634', input_ports=[InputPort(metadata=None, id='_490', shape=(1, 160, 7, 7), type='float32'), InputPort(metadata=None, id='onnx_Conv_635', shape=(960, 160, 1, 1), type='float32'), InputPort(metadata=None, id='onnx_Conv_636', shape=(960,), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='dilations', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='group', value=1, default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='kernel_shape', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='pads', value=[0, 0, 0, 0], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='strides', value=[1, 1], default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='onnx_Conv_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Conv', args={'X': '_490', 'W': 'onnx_Conv_635', 'B': 'onnx_Conv_636'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_634', value='onnx_Conv_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='HardSwish_493', input_ports=[InputPort(metadata=None, id='_634', shape=(1, 960, 7, 7), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='onnx_HardSwish_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::HardSwish', args={'X': '_634'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_493', value='onnx_HardSwish_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='GlobalAveragePool_494', input_ports=[InputPort(metadata=None, id='_493', shape=(1, 960, 7, 7), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='onnx_GlobalAveragePool_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::GlobalAveragePool', args={'X': '_493'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_494', value='onnx_GlobalAveragePool_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Flatten_495', input_ports=[InputPort(metadata=None, id='_494', shape=(1, 960, 1, 1), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='axis', value=1, default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='onnx_Flatten_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Flatten', args={'input': '_494'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_495', value='onnx_Flatten_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Gemm_496', input_ports=[InputPort(metadata=None, id='_495', shape=(1, 960), type='float32'), InputPort(metadata=None, id='classifier_0_weight', shape=(1280, 960), type='float32'), InputPort(metadata=None, id='classifier_0_bias', shape=(1280,), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='alpha', value=1.0, default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='beta', value=1.0, default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='transB', value=1, default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='onnx_Gemm_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Gemm', args={'A': '_495', 'B': 'classifier_0_weight', 'C': 'classifier_0_bias'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_496', value='onnx_Gemm_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='HardSwish_497', input_ports=[InputPort(metadata=None, id='_496', shape=(1, 1280), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='onnx_HardSwish_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::HardSwish', args={'X': '_496'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_497', value='onnx_HardSwish_1', shape=None, type=None)]),\n", + " Node(metadata=None, id='Gemm_498', input_ports=[InputPort(metadata=None, id='_497', shape=(1, 1280), type='float32'), InputPort(metadata=None, id='classifier_3_weight', shape=(1000, 1280), type='float32'), InputPort(metadata=None, id='classifier_3_bias', shape=(1000,), type='float32')], functions=[], parameters=[Parameter(metadata=None, id='alpha', value=1.0, default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='beta', value=1.0, default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='transB', value=1, default_initial_value=None, time_derivative=None, function=None, args=None, conditions=[]), Parameter(metadata=None, id='onnx_Gemm_1', value=None, default_initial_value=None, time_derivative=None, function='onnx::Gemm', args={'A': '_497', 'B': 'classifier_3_weight', 'C': 'classifier_3_bias'}, conditions=[])], output_ports=[OutputPort(metadata=None, id='_498', value='onnx_Gemm_1', shape=None, type=None)])]" + ] + }, + "execution_count": 32, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "mdf_graph" + ] + }, + { + "cell_type": "code", + "execution_count": 46, + "id": "b5f74cc1", + "metadata": {}, + "outputs": [ + { + "ename": "NameError", + "evalue": "name 'Node' is not defined", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)", + "Input \u001b[0;32mIn [46]\u001b[0m, in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0m mdf_graph[\u001b[43mNode\u001b[49m[\u001b[38;5;28mid\u001b[39m\u001b[38;5;241m==\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mCOnv\u001b[39m\u001b[38;5;124m'\u001b[39m]]\n", + "\u001b[0;31mNameError\u001b[0m: name 'Node' is not defined" + ] + } + ], + "source": [ + "# mdf_graph[Node[id=='COnv']]" + ] + }, + { + "cell_type": "markdown", + "id": "880397fc", + "metadata": {}, + "source": [ + "### MDF Graph" + ] + }, + { + "cell_type": "code", + "execution_count": 47, + "id": "c92ab703", + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Converting MDF graph: MobileNetV3Graph to graphviz (level: 1, format: png)\n", + " Node: Conv_499\n", + " Node: HardSwish_315\n", + " Node: Conv_502\n", + " Node: Relu_318\n", + " Node: Conv_505\n", + " Node: Add_321\n", + " Node: Conv_508\n", + " Node: Relu_324\n", + " Node: Conv_511\n", + " Node: Relu_327\n", + " Node: Conv_514\n", + " Node: Conv_517\n", + " Node: Relu_332\n", + " Node: Conv_520\n", + " Node: Relu_335\n", + " Node: Conv_523\n", + " Node: Add_338\n", + " Node: Conv_526\n", + " Node: Relu_341\n", + " Node: Conv_529\n", + " Node: Relu_344\n", + " Node: GlobalAveragePool_345\n", + " Node: Conv_346\n", + " Node: Relu_347\n", + " Node: Conv_348\n", + " Node: HardSigmoid_349\n", + " Node: Mul_350\n", + " Node: Conv_532\n", + " Node: Conv_535\n", + " Node: Relu_355\n", + " Node: Conv_538\n", + " Node: Relu_358\n", + " Node: GlobalAveragePool_359\n", + " Node: Conv_360\n", + " Node: Relu_361\n", + " Node: Conv_362\n", + " Node: HardSigmoid_363\n", + " Node: Mul_364\n", + " Node: Conv_541\n", + " Node: Add_367\n", + " Node: Conv_544\n", + " Node: Relu_370\n", + " Node: Conv_547\n", + " Node: Relu_373\n", + " Node: GlobalAveragePool_374\n", + " Node: Conv_375\n", + " Node: Relu_376\n", + " Node: Conv_377\n", + " Node: HardSigmoid_378\n", + " Node: Mul_379\n", + " Node: Conv_550\n", + " Node: Add_382\n", + " Node: Conv_553\n", + " Node: HardSwish_385\n", + " Node: Conv_556\n", + " Node: HardSwish_388\n", + " Node: Conv_559\n", + " Node: Conv_562\n", + " Node: HardSwish_393\n", + " Node: Conv_565\n", + " Node: HardSwish_396\n", + " Node: Conv_568\n", + " Node: Add_399\n", + " Node: Conv_571\n", + " Node: HardSwish_402\n", + " Node: Conv_574\n", + " Node: HardSwish_405\n", + " Node: Conv_577\n", + " Node: Add_408\n", + " Node: Conv_580\n", + " Node: HardSwish_411\n", + " Node: Conv_583\n", + " Node: HardSwish_414\n", + " Node: Conv_586\n", + " Node: Add_417\n", + " Node: Conv_589\n", + " Node: HardSwish_420\n", + " Node: Conv_592\n", + " Node: HardSwish_423\n", + " Node: GlobalAveragePool_424\n", + " Node: Conv_425\n", + " Node: Relu_426\n", + " Node: Conv_427\n", + " Node: HardSigmoid_428\n", + " Node: Mul_429\n", + " Node: Conv_595\n", + " Node: Conv_598\n", + " Node: HardSwish_434\n", + " Node: Conv_601\n", + " Node: HardSwish_437\n", + " Node: GlobalAveragePool_438\n", + " Node: Conv_439\n", + " Node: Relu_440\n", + " Node: Conv_441\n", + " Node: HardSigmoid_442\n", + " Node: Mul_443\n", + " Node: Conv_604\n", + " Node: Add_446\n", + " Node: Conv_607\n", + " Node: HardSwish_449\n", + " Node: Conv_610\n", + " Node: HardSwish_452\n", + " Node: GlobalAveragePool_453\n", + " Node: Conv_454\n", + " Node: Relu_455\n", + " Node: Conv_456\n", + " Node: HardSigmoid_457\n", + " Node: Mul_458\n", + " Node: Conv_613\n", + " Node: Conv_616\n", + " Node: HardSwish_463\n", + " Node: Conv_619\n", + " Node: HardSwish_466\n", + " Node: GlobalAveragePool_467\n", + " Node: Conv_468\n", + " Node: Relu_469\n", + " Node: Conv_470\n", + " Node: HardSigmoid_471\n", + " Node: Mul_472\n", + " Node: Conv_622\n", + " Node: Add_475\n", + " Node: Conv_625\n", + " Node: HardSwish_478\n", + " Node: Conv_628\n", + " Node: HardSwish_481\n", + " Node: GlobalAveragePool_482\n", + " Node: Conv_483\n", + " Node: Relu_484\n", + " Node: Conv_485\n", + " Node: HardSigmoid_486\n", + " Node: Mul_487\n", + " Node: Conv_631\n", + " Node: Add_490\n", + " Node: Conv_634\n", + " Node: HardSwish_493\n", + " Node: GlobalAveragePool_494\n", + " Node: Flatten_495\n", + " Node: Gemm_496\n", + " Node: HardSwish_497\n", + " Node: Gemm_498\n", + " Edge: Conv_499_HardSwish_315 connects Conv_499 to HardSwish_315\n", + " Edge: HardSwish_315_Conv_502 connects HardSwish_315 to Conv_502\n", + " Edge: HardSwish_315_Add_321 connects HardSwish_315 to Add_321\n", + " Edge: Conv_502_Relu_318 connects Conv_502 to Relu_318\n", + " Edge: Relu_318_Conv_505 connects Relu_318 to Conv_505\n", + " Edge: Conv_505_Add_321 connects Conv_505 to Add_321\n", + " Edge: Add_321_Conv_508 connects Add_321 to Conv_508\n", + " Edge: Conv_508_Relu_324 connects Conv_508 to Relu_324\n", + " Edge: Relu_324_Conv_511 connects Relu_324 to Conv_511\n", + " Edge: Conv_511_Relu_327 connects Conv_511 to Relu_327\n", + " Edge: Relu_327_Conv_514 connects Relu_327 to Conv_514\n", + " Edge: Conv_514_Conv_517 connects Conv_514 to Conv_517\n", + " Edge: Conv_514_Add_338 connects Conv_514 to Add_338\n", + " Edge: Conv_517_Relu_332 connects Conv_517 to Relu_332\n", + " Edge: Relu_332_Conv_520 connects Relu_332 to Conv_520\n", + " Edge: Conv_520_Relu_335 connects Conv_520 to Relu_335\n", + " Edge: Relu_335_Conv_523 connects Relu_335 to Conv_523\n", + " Edge: Conv_523_Add_338 connects Conv_523 to Add_338\n", + " Edge: Add_338_Conv_526 connects Add_338 to Conv_526\n", + " Edge: Conv_526_Relu_341 connects Conv_526 to Relu_341\n", + " Edge: Relu_341_Conv_529 connects Relu_341 to Conv_529\n", + " Edge: Conv_529_Relu_344 connects Conv_529 to Relu_344\n", + " Edge: Relu_344_GlobalAveragePool_345 connects Relu_344 to GlobalAveragePool_345\n", + " Edge: Relu_344_Mul_350 connects Relu_344 to Mul_350\n", + " Edge: GlobalAveragePool_345_Conv_346 connects GlobalAveragePool_345 to Conv_346\n", + " Edge: Conv_346_Relu_347 connects Conv_346 to Relu_347\n", + " Edge: Relu_347_Conv_348 connects Relu_347 to Conv_348\n", + " Edge: Conv_348_HardSigmoid_349 connects Conv_348 to HardSigmoid_349\n", + " Edge: HardSigmoid_349_Mul_350 connects HardSigmoid_349 to Mul_350\n", + " Edge: Mul_350_Conv_532 connects Mul_350 to Conv_532\n", + " Edge: Conv_532_Conv_535 connects Conv_532 to Conv_535\n", + " Edge: Conv_532_Add_367 connects Conv_532 to Add_367\n", + " Edge: Conv_535_Relu_355 connects Conv_535 to Relu_355\n", + " Edge: Relu_355_Conv_538 connects Relu_355 to Conv_538\n", + " Edge: Conv_538_Relu_358 connects Conv_538 to Relu_358\n", + " Edge: Relu_358_GlobalAveragePool_359 connects Relu_358 to GlobalAveragePool_359\n", + " Edge: Relu_358_Mul_364 connects Relu_358 to Mul_364\n", + " Edge: GlobalAveragePool_359_Conv_360 connects GlobalAveragePool_359 to Conv_360\n", + " Edge: Conv_360_Relu_361 connects Conv_360 to Relu_361\n", + " Edge: Relu_361_Conv_362 connects Relu_361 to Conv_362\n", + " Edge: Conv_362_HardSigmoid_363 connects Conv_362 to HardSigmoid_363\n", + " Edge: HardSigmoid_363_Mul_364 connects HardSigmoid_363 to Mul_364\n", + " Edge: Mul_364_Conv_541 connects Mul_364 to Conv_541\n", + " Edge: Conv_541_Add_367 connects Conv_541 to Add_367\n", + " Edge: Add_367_Conv_544 connects Add_367 to Conv_544\n", + " Edge: Add_367_Add_382 connects Add_367 to Add_382\n", + " Edge: Conv_544_Relu_370 connects Conv_544 to Relu_370\n", + " Edge: Relu_370_Conv_547 connects Relu_370 to Conv_547\n", + " Edge: Conv_547_Relu_373 connects Conv_547 to Relu_373\n", + " Edge: Relu_373_GlobalAveragePool_374 connects Relu_373 to GlobalAveragePool_374\n", + " Edge: Relu_373_Mul_379 connects Relu_373 to Mul_379\n", + " Edge: GlobalAveragePool_374_Conv_375 connects GlobalAveragePool_374 to Conv_375\n", + " Edge: Conv_375_Relu_376 connects Conv_375 to Relu_376\n", + " Edge: Relu_376_Conv_377 connects Relu_376 to Conv_377\n", + " Edge: Conv_377_HardSigmoid_378 connects Conv_377 to HardSigmoid_378\n", + " Edge: HardSigmoid_378_Mul_379 connects HardSigmoid_378 to Mul_379\n", + " Edge: Mul_379_Conv_550 connects Mul_379 to Conv_550\n", + " Edge: Conv_550_Add_382 connects Conv_550 to Add_382\n", + " Edge: Add_382_Conv_553 connects Add_382 to Conv_553\n", + " Edge: Conv_553_HardSwish_385 connects Conv_553 to HardSwish_385\n", + " Edge: HardSwish_385_Conv_556 connects HardSwish_385 to Conv_556\n", + " Edge: Conv_556_HardSwish_388 connects Conv_556 to HardSwish_388\n", + " Edge: HardSwish_388_Conv_559 connects HardSwish_388 to Conv_559\n", + " Edge: Conv_559_Conv_562 connects Conv_559 to Conv_562\n", + " Edge: Conv_559_Add_399 connects Conv_559 to Add_399\n", + " Edge: Conv_562_HardSwish_393 connects Conv_562 to HardSwish_393\n", + " Edge: HardSwish_393_Conv_565 connects HardSwish_393 to Conv_565\n", + " Edge: Conv_565_HardSwish_396 connects Conv_565 to HardSwish_396\n", + " Edge: HardSwish_396_Conv_568 connects HardSwish_396 to Conv_568\n", + " Edge: Conv_568_Add_399 connects Conv_568 to Add_399\n", + " Edge: Add_399_Conv_571 connects Add_399 to Conv_571\n", + " Edge: Add_399_Add_408 connects Add_399 to Add_408\n", + " Edge: Conv_571_HardSwish_402 connects Conv_571 to HardSwish_402\n", + " Edge: HardSwish_402_Conv_574 connects HardSwish_402 to Conv_574\n", + " Edge: Conv_574_HardSwish_405 connects Conv_574 to HardSwish_405\n", + " Edge: HardSwish_405_Conv_577 connects HardSwish_405 to Conv_577\n", + " Edge: Conv_577_Add_408 connects Conv_577 to Add_408\n", + " Edge: Add_408_Conv_580 connects Add_408 to Conv_580\n", + " Edge: Add_408_Add_417 connects Add_408 to Add_417\n", + " Edge: Conv_580_HardSwish_411 connects Conv_580 to HardSwish_411\n", + " Edge: HardSwish_411_Conv_583 connects HardSwish_411 to Conv_583\n", + " Edge: Conv_583_HardSwish_414 connects Conv_583 to HardSwish_414\n", + " Edge: HardSwish_414_Conv_586 connects HardSwish_414 to Conv_586\n", + " Edge: Conv_586_Add_417 connects Conv_586 to Add_417\n", + " Edge: Add_417_Conv_589 connects Add_417 to Conv_589\n", + " Edge: Conv_589_HardSwish_420 connects Conv_589 to HardSwish_420\n", + " Edge: HardSwish_420_Conv_592 connects HardSwish_420 to Conv_592\n", + " Edge: Conv_592_HardSwish_423 connects Conv_592 to HardSwish_423\n", + " Edge: HardSwish_423_GlobalAveragePool_424 connects HardSwish_423 to GlobalAveragePool_424\n", + " Edge: HardSwish_423_Mul_429 connects HardSwish_423 to Mul_429\n", + " Edge: GlobalAveragePool_424_Conv_425 connects GlobalAveragePool_424 to Conv_425\n", + " Edge: Conv_425_Relu_426 connects Conv_425 to Relu_426\n", + " Edge: Relu_426_Conv_427 connects Relu_426 to Conv_427\n", + " Edge: Conv_427_HardSigmoid_428 connects Conv_427 to HardSigmoid_428\n", + " Edge: HardSigmoid_428_Mul_429 connects HardSigmoid_428 to Mul_429\n", + " Edge: Mul_429_Conv_595 connects Mul_429 to Conv_595\n", + " Edge: Conv_595_Conv_598 connects Conv_595 to Conv_598\n", + " Edge: Conv_595_Add_446 connects Conv_595 to Add_446\n", + " Edge: Conv_598_HardSwish_434 connects Conv_598 to HardSwish_434\n", + " Edge: HardSwish_434_Conv_601 connects HardSwish_434 to Conv_601\n", + " Edge: Conv_601_HardSwish_437 connects Conv_601 to HardSwish_437\n", + " Edge: HardSwish_437_GlobalAveragePool_438 connects HardSwish_437 to GlobalAveragePool_438\n", + " Edge: HardSwish_437_Mul_443 connects HardSwish_437 to Mul_443\n", + " Edge: GlobalAveragePool_438_Conv_439 connects GlobalAveragePool_438 to Conv_439\n", + " Edge: Conv_439_Relu_440 connects Conv_439 to Relu_440\n", + " Edge: Relu_440_Conv_441 connects Relu_440 to Conv_441\n", + " Edge: Conv_441_HardSigmoid_442 connects Conv_441 to HardSigmoid_442\n", + " Edge: HardSigmoid_442_Mul_443 connects HardSigmoid_442 to Mul_443\n", + " Edge: Mul_443_Conv_604 connects Mul_443 to Conv_604\n", + " Edge: Conv_604_Add_446 connects Conv_604 to Add_446\n", + " Edge: Add_446_Conv_607 connects Add_446 to Conv_607\n", + " Edge: Conv_607_HardSwish_449 connects Conv_607 to HardSwish_449\n", + " Edge: HardSwish_449_Conv_610 connects HardSwish_449 to Conv_610\n", + " Edge: Conv_610_HardSwish_452 connects Conv_610 to HardSwish_452\n", + " Edge: HardSwish_452_GlobalAveragePool_453 connects HardSwish_452 to GlobalAveragePool_453\n", + " Edge: HardSwish_452_Mul_458 connects HardSwish_452 to Mul_458\n", + " Edge: GlobalAveragePool_453_Conv_454 connects GlobalAveragePool_453 to Conv_454\n", + " Edge: Conv_454_Relu_455 connects Conv_454 to Relu_455\n", + " Edge: Relu_455_Conv_456 connects Relu_455 to Conv_456\n", + " Edge: Conv_456_HardSigmoid_457 connects Conv_456 to HardSigmoid_457\n", + " Edge: HardSigmoid_457_Mul_458 connects HardSigmoid_457 to Mul_458\n", + " Edge: Mul_458_Conv_613 connects Mul_458 to Conv_613\n", + " Edge: Conv_613_Conv_616 connects Conv_613 to Conv_616\n", + " Edge: Conv_613_Add_475 connects Conv_613 to Add_475\n", + " Edge: Conv_616_HardSwish_463 connects Conv_616 to HardSwish_463\n", + " Edge: HardSwish_463_Conv_619 connects HardSwish_463 to Conv_619\n", + " Edge: Conv_619_HardSwish_466 connects Conv_619 to HardSwish_466\n", + " Edge: HardSwish_466_GlobalAveragePool_467 connects HardSwish_466 to GlobalAveragePool_467\n", + " Edge: HardSwish_466_Mul_472 connects HardSwish_466 to Mul_472\n", + " Edge: GlobalAveragePool_467_Conv_468 connects GlobalAveragePool_467 to Conv_468\n", + " Edge: Conv_468_Relu_469 connects Conv_468 to Relu_469\n", + " Edge: Relu_469_Conv_470 connects Relu_469 to Conv_470\n", + " Edge: Conv_470_HardSigmoid_471 connects Conv_470 to HardSigmoid_471\n", + " Edge: HardSigmoid_471_Mul_472 connects HardSigmoid_471 to Mul_472\n", + " Edge: Mul_472_Conv_622 connects Mul_472 to Conv_622\n", + " Edge: Conv_622_Add_475 connects Conv_622 to Add_475\n", + " Edge: Add_475_Conv_625 connects Add_475 to Conv_625\n", + " Edge: Add_475_Add_490 connects Add_475 to Add_490\n", + " Edge: Conv_625_HardSwish_478 connects Conv_625 to HardSwish_478\n", + " Edge: HardSwish_478_Conv_628 connects HardSwish_478 to Conv_628\n", + " Edge: Conv_628_HardSwish_481 connects Conv_628 to HardSwish_481\n", + " Edge: HardSwish_481_GlobalAveragePool_482 connects HardSwish_481 to GlobalAveragePool_482\n", + " Edge: HardSwish_481_Mul_487 connects HardSwish_481 to Mul_487\n", + " Edge: GlobalAveragePool_482_Conv_483 connects GlobalAveragePool_482 to Conv_483\n", + " Edge: Conv_483_Relu_484 connects Conv_483 to Relu_484\n", + " Edge: Relu_484_Conv_485 connects Relu_484 to Conv_485\n", + " Edge: Conv_485_HardSigmoid_486 connects Conv_485 to HardSigmoid_486\n", + " Edge: HardSigmoid_486_Mul_487 connects HardSigmoid_486 to Mul_487\n", + " Edge: Mul_487_Conv_631 connects Mul_487 to Conv_631\n", + " Edge: Conv_631_Add_490 connects Conv_631 to Add_490\n", + " Edge: Add_490_Conv_634 connects Add_490 to Conv_634\n", + " Edge: Conv_634_HardSwish_493 connects Conv_634 to HardSwish_493\n", + " Edge: HardSwish_493_GlobalAveragePool_494 connects HardSwish_493 to GlobalAveragePool_494\n", + " Edge: GlobalAveragePool_494_Flatten_495 connects GlobalAveragePool_494 to Flatten_495\n", + " Edge: Flatten_495_Gemm_496 connects Flatten_495 to Gemm_496\n", + " Edge: Gemm_496_HardSwish_497 connects Gemm_496 to HardSwish_497\n", + " Edge: HardSwish_497_Gemm_498 connects HardSwish_497 to Gemm_498\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Written graph image to: example.png\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "" + ] + }, + "execution_count": 47, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "mdf_model.to_graph_image(\n", + " engine=\"dot\",\n", + " output_format=\"png\",\n", + " view_on_render=False,\n", + " level=1,\n", + " filename_root=\"example\",\n", + " only_warn_on_fail=True,\n", + ")\n", + "from IPython.display import Image\n", + "Image(filename=\"example.png\")" + ] + }, + { + "cell_type": "markdown", + "id": "979c49b9", + "metadata": {}, + "source": [ + "### ONNX Graph" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "id": "5d6e0b95", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "try:\n", + " from IPython.display import Image\n", + " Image(filename=\"example.onnx.png\")\n", + " display(onnx_graph)PyTorch\n", + " \n", + "except:\n", + " import netron\n", + " torch.onnx.export(\n", + " sample_model,\n", + " input,\n", + " \"example.onnx\",\n", + " verbose=True,\n", + " input_names=[],\n", + " opset_version=9,\n", + " )\n", + " netron.start(\"example.onnx\")\n" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "id": "801a9e53", + "metadata": {}, + "outputs": [], + "source": [ + "#todo\n", + "# make sure to color the MDF graph before pushing\n", + "# try to look at how to color at read the docs or src folder\n", + "# i think we have to explicitly mention like for relu this color for gemm this color!!" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "fa84f40b", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "d9e1bc77", + "metadata": {}, + "outputs": [], + "source": [ + "#should be removed just to check which models are being run\n", + "\n", + "import inspect\n", + "models_to_test = []\n", + "model_classes = set()\n", + "for model_name, model in models.__dict__.items():\n", + " try:\n", + " params = inspect.signature(model).parameters\n", + "\n", + " # Get the model class that this construction function returns. To cut down on tests,\n", + " # lets only test one version of each model.\n", + " return_type = inspect.signature(model).return_annotation\n", + "\n", + " if (\n", + " \"weights\" in params\n", + " or \"pretrained\" in params\n", + " and return_type not in model_classes\n", + " ):\n", + " models_to_test.append(model)\n", + " if return_type:\n", + " model_classes.add(return_type)\n", + "\n", + " except TypeError:\n", + " continue" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "id": "728e46bd", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[ torchvision.models.alexnet.AlexNet>,\n", + " torchvision.models.convnext.ConvNeXt>,\n", + " torchvision.models.resnet.ResNet>,\n", + " torchvision.models.vgg.VGG>,\n", + " torchvision.models.squeezenet.SqueezeNet>,\n", + " torchvision.models.inception.Inception3>,\n", + " torchvision.models.densenet.DenseNet>,\n", + " torchvision.models.googlenet.GoogLeNet>,\n", + " torchvision.models.mobilenetv2.MobileNetV2>,\n", + " torchvision.models.mobilenetv3.MobileNetV3>,\n", + " torchvision.models.mnasnet.MNASNet>,\n", + " torchvision.models.shufflenetv2.ShuffleNetV2>,\n", + " torchvision.models.efficientnet.EfficientNet>,\n", + " torchvision.models.regnet.RegNet>,\n", + " torchvision.models.vision_transformer.VisionTransformer>]" + ] + }, + "execution_count": 35, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "models_to_test" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.7" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/examples/PyTorch/PyTorch_MDF/simple_pytorch_to_mdf.png 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