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# Copyright 2017 The TensorFlow Authors. All Rights Reserved.
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DeepLearningExamples-master | TensorFlow/Translation/GNMT/variable_mgr/__init__.py | |
# Copyright 2017 Google Inc. All Rights Reserved.
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DeepLearningExamples-master | TensorFlow/Translation/GNMT/utils/__init__.py | |
# Copyright 2017 Google Inc. All Rights Reserved.
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# Copyright 2017 Google Inc. All Rights Reserved.
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# !/usr/bin/env python
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#!/usr/bin/env python
# -*- coding: utf-8 -*-
##############################################################################
# Copyright (c) Jonathan Dekhtiar - contact@jonathandekhtiar.eu
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# LICENSE file in the root directory of... | DeepLearningExamples-master | TensorFlow/Segmentation/UNet_Industrial/preprocess_dagm2007.py |
# !/usr/bin/env python
# -*- coding: utf-8 -*-
# ==============================================================================
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# Copyright (c) 2019, NVIDIA CORPORATION. All rights reserved.
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#!/usr/bin/env python
# -*- coding: utf-8 -*-
##############################################################################
# Copyright (c) Jonathan Dekhtiar - contact@jonathandekhtiar.eu
# All Rights Reserved.
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# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of... | DeepLearningExamples-master | TensorFlow/Segmentation/UNet_Industrial/datasets/dagm2007.py |
#!/usr/bin/env python
# -*- coding: utf-8 -*-
# ==============================================================================
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# Copyright (c) 2019, NVIDIA CORPORATION. All rights reserved.
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# you may not use this file except in compliance with the L... | DeepLearningExamples-master | TensorFlow/Segmentation/UNet_Industrial/datasets/__init__.py |
#!/usr/bin/env python
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# ==============================================================================
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# Copyright (c) 2019, NVIDIA CORPORATION. All rights reserved.
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# you may not use this file except in compliance with the L... | DeepLearningExamples-master | TensorFlow/Segmentation/UNet_Industrial/datasets/core.py |
#!/usr/bin/env python
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# ==============================================================================
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# Copyright (c) 2019, NVIDIA CORPORATION. All rights reserved.
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# you may not use this file except in compliance with the L... | DeepLearningExamples-master | TensorFlow/Segmentation/UNet_Industrial/runtime/runner.py |
#!/usr/bin/env python
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# ==============================================================================
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# Copyright (c) 2019, NVIDIA CORPORATION. All rights reserved.
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# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the L... | DeepLearningExamples-master | TensorFlow/Segmentation/UNet_Industrial/runtime/__init__.py |
# !/usr/bin/env python
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# Copyright (c) 2019, NVIDIA CORPORATION. All rights reserved.
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# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the ... | DeepLearningExamples-master | TensorFlow/Segmentation/UNet_Industrial/utils/logging.py |
# !/usr/bin/env python
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# Copyright (c) 2019, NVIDIA CORPORATION. All rights reserved.
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# Licensed under the Apache License, Version 2.0 (the "License");
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#!/usr/bin/env python
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# ==============================================================================
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# Copyright (c) 2019, NVIDIA CORPORATION. All rights reserved.
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# Licensed under the Apache License, Version 2.0 (the "License");
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#!/usr/bin/env python
# -*- coding: utf-8 -*-
# ==============================================================================
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# Copyright (c) 2019, NVIDIA CORPORATION. All rights reserved.
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# Licensed under the Apache License, Version 2.0 (the "License");
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#!/usr/bin/env python
# -*- coding: utf-8 -*-
# ==============================================================================
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# Copyright (c) 2019, NVIDIA CORPORATION. All rights reserved.
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# !/usr/bin/env python
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# Copyright (c) 2019, NVIDIA CORPORATION. All rights reserved.
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# Licensed under the Apache License, Version 2.0 (the "License");
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# !/usr/bin/env python
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# Copyright (c) 2019, NVIDIA CORPORATION. All rights reserved.
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# Licensed under the Apache License, Version 2.0 (the "License");
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#!/usr/bin/env python
# -*- coding: utf-8 -*-
# ==============================================================================
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# Copyright (c) 2019, NVIDIA CORPORATION. All rights reserved.
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# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the L... | DeepLearningExamples-master | TensorFlow/Segmentation/UNet_Industrial/utils/hooks/__init__.py |
#!/usr/bin/env python
# -*- coding: utf-8 -*-
# ==============================================================================
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# Copyright (c) 2019, NVIDIA CORPORATION. All rights reserved.
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# Licensed under the Apache License, Version 2.0 (the "License");
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# !/usr/bin/env python
# -*- coding: utf-8 -*-
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# Copyright (c) 2019, NVIDIA CORPORATION. All rights reserved.
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# you may not use this file except in compliance with the ... | DeepLearningExamples-master | TensorFlow/Segmentation/UNet_Industrial/model/unet.py |
#!/usr/bin/env python
# -*- coding: utf-8 -*-
# ==============================================================================
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# Copyright (c) 2019, NVIDIA CORPORATION. All rights reserved.
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# you may not use this file except in compliance with the L... | DeepLearningExamples-master | TensorFlow/Segmentation/UNet_Industrial/model/__init__.py |
# !/usr/bin/env python
# -*- coding: utf-8 -*-
# ==============================================================================
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# Copyright (c) 2019, NVIDIA CORPORATION. All rights reserved.
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# you may not use this file except in compliance with the ... | DeepLearningExamples-master | TensorFlow/Segmentation/UNet_Industrial/model/blocks/unet_bottleneck.py |
# !/usr/bin/env python
# -*- coding: utf-8 -*-
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# Copyright (c) 2019, NVIDIA CORPORATION. All rights reserved.
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# you may not use this file except in compliance with the ... | DeepLearningExamples-master | TensorFlow/Segmentation/UNet_Industrial/model/blocks/unet_upsample.py |
#!/usr/bin/env python
# -*- coding: utf-8 -*-
# ==============================================================================
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# Copyright (c) 2019, NVIDIA CORPORATION. All rights reserved.
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# you may not use this file except in compliance with the L... | DeepLearningExamples-master | TensorFlow/Segmentation/UNet_Industrial/model/blocks/__init__.py |
# !/usr/bin/env python
# -*- coding: utf-8 -*-
# ==============================================================================
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# Copyright (c) 2019, NVIDIA CORPORATION. All rights reserved.
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# !/usr/bin/env python
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# !/usr/bin/env python
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# ==============================================================================
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#!/usr/bin/env python
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# ==============================================================================
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# Copyright (c) 2019, NVIDIA CORPORATION. All rights reserved.
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# you may not use this file except in compliance with the L... | DeepLearningExamples-master | TensorFlow/Segmentation/UNet_Industrial/model/layers/array_ops.py |
#!/usr/bin/env python
# -*- coding: utf-8 -*-
# ==============================================================================
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# Copyright (c) 2019, NVIDIA CORPORATION. All rights reserved.
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#!/usr/bin/env python
# -*- coding: utf-8 -*-
# ==============================================================================
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# Copyright (c) 2019, NVIDIA CORPORATION. All rights reserved.
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# you may not use this file except in compliance with the L... | DeepLearningExamples-master | TensorFlow/Segmentation/UNet_Industrial/model/layers/pooling.py |
#!/usr/bin/env python
# -*- coding: utf-8 -*-
# ==============================================================================
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# Copyright (c) 2019, NVIDIA CORPORATION. All rights reserved.
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# you may not use this file except in compliance with the L... | DeepLearningExamples-master | TensorFlow/Segmentation/UNet_Industrial/model/layers/__init__.py |
#!/usr/bin/env python
# -*- coding: utf-8 -*-
# ==============================================================================
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# Copyright (c) 2019, NVIDIA CORPORATION. All rights reserved.
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#!/usr/bin/env python
# -*- coding: utf-8 -*-
# ==============================================================================
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# Copyright (c) 2019, NVIDIA CORPORATION. All rights reserved.
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#!/usr/bin/env python
# -*- coding: utf-8 -*-
# ==============================================================================
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# Copyright (c) 2019, NVIDIA CORPORATION. All rights reserved.
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# you may not use this file except in compliance with the L... | DeepLearningExamples-master | TensorFlow/Segmentation/UNet_Industrial/model/layers/utils.py |
#!/usr/bin/env python
# -*- coding: utf-8 -*-
# ==============================================================================
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# Copyright (c) 2019, NVIDIA CORPORATION. All rights reserved.
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# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the L... | DeepLearningExamples-master | TensorFlow/Segmentation/UNet_Industrial/model/layers/drop_layers.py |
#!/usr/bin/env python
# -*- coding: utf-8 -*-
# ==============================================================================
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# Copyright (c) 2019, NVIDIA CORPORATION. All rights reserved.
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# you may not use this file except in compliance with the L... | DeepLearningExamples-master | TensorFlow/Segmentation/UNet_Industrial/model/layers/math_ops.py |
#!/usr/bin/env python
# -*- coding: utf-8 -*-
# ==============================================================================
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# Copyright (c) 2019, NVIDIA CORPORATION. All rights reserved.
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# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the L... | DeepLearningExamples-master | TensorFlow/Segmentation/UNet_Industrial/model/layers/normalization.py |
#!/usr/bin/env python
# -*- coding: utf-8 -*-
# ==============================================================================
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# Copyright (c) 2019, NVIDIA CORPORATION. All rights reserved.
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# you may not use this file except in compliance with the L... | DeepLearningExamples-master | TensorFlow/Segmentation/UNet_Industrial/model/layers/deconv2d.py |
#!/usr/bin/env python
# -*- coding: utf-8 -*-
# ==============================================================================
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# Copyright (c) 2019, NVIDIA CORPORATION. All rights reserved.
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# Copyright (c) 2021, NVIDIA CORPORATION. All rights reserved.
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# you may not use this file except in compliance with the License.
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# Unless required by applic... | DeepLearningExamples-master | TensorFlow/Segmentation/UNet_3D_Medical/main.py |
# Copyright (c) 2021, NVIDIA CORPORATION. All rights reserved.
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# Unless required by applic... | DeepLearningExamples-master | TensorFlow/Segmentation/UNet_3D_Medical/dataset/preprocess_data.py |
# Copyright (c) 2021, NVIDIA CORPORATION. All rights reserved.
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# Unless required by applic... | DeepLearningExamples-master | TensorFlow/Segmentation/UNet_3D_Medical/runtime/hooks.py |
# Copyright (c) 2021, NVIDIA CORPORATION. All rights reserved.
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# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applic... | DeepLearningExamples-master | TensorFlow/Segmentation/VNet/utils/data_loader.py |
# Copyright (c) 2019, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applic... | DeepLearningExamples-master | TensorFlow/Segmentation/VNet/utils/model_fn.py |
# Copyright (c) 2019, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applic... | DeepLearningExamples-master | TensorFlow/Segmentation/VNet/utils/tf_export.py |
#!/usr/bin/env python
# -*- coding: utf-8 -*-
# ==============================================================================
# Copyright 2018 The TensorFlow Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the Lice... | DeepLearningExamples-master | TensorFlow/Segmentation/VNet/utils/var_storage.py |
# Copyright (c) 2019, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applic... | DeepLearningExamples-master | TensorFlow/Segmentation/VNet/hooks/train_hook.py |
# Copyright (c) 2019, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applic... | DeepLearningExamples-master | TensorFlow/Segmentation/VNet/hooks/profiling_hook.py |
# Copyright (c) 2019, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applic... | DeepLearningExamples-master | TensorFlow/Segmentation/VNet/examples/vnet_benchmark.py |
# Copyright (c) 2019, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applic... | DeepLearningExamples-master | TensorFlow/Segmentation/VNet/examples/vnet_train_and_evaluate.py |
# Copyright (c) 2019, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applic... | DeepLearningExamples-master | TensorFlow/Segmentation/VNet/examples/vnet_predict.py |
# Copyright (c) 2019, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applic... | DeepLearningExamples-master | TensorFlow/Segmentation/VNet/examples/vnet_train.py |
# Copyright (c) 2019, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applic... | DeepLearningExamples-master | TensorFlow/Segmentation/VNet/model/vnet.py |
# Copyright (c) 2019, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applic... | DeepLearningExamples-master | TensorFlow/Segmentation/VNet/model/layers.py |
# Copyright (c) 2019, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applic... | DeepLearningExamples-master | TensorFlow/Segmentation/UNet_Medical/download_dataset.py |
import argparse
import tensorflow as tf
from dlexport.tensorflow import to_savedmodel, to_onnx, to_tensorrt
from utils.data_loader import Dataset
from utils.model_fn import unet_fn
PARSER = argparse.ArgumentParser(description="U-Net medical")
PARSER.add_argument('--to', dest='to', choices=['savedmodel', 'tensorrt',... | DeepLearningExamples-master | TensorFlow/Segmentation/UNet_Medical/export.py |
# Copyright (c) 2019, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applic... | DeepLearningExamples-master | TensorFlow/Segmentation/UNet_Medical/main.py |
# Copyright (c) 2019, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applic... | DeepLearningExamples-master | TensorFlow/Segmentation/UNet_Medical/utils/runner.py |
# Copyright (c) 2021, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applic... | DeepLearningExamples-master | TensorFlow/Segmentation/UNet_Medical/utils/parse_results.py |
# Copyright (c) 2019, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applic... | DeepLearningExamples-master | TensorFlow/Segmentation/UNet_Medical/utils/cmd_util.py |
# Copyright (c) 2019, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applic... | DeepLearningExamples-master | TensorFlow/Segmentation/UNet_Medical/utils/data_loader.py |
# Copyright (c) 2020, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applic... | DeepLearningExamples-master | TensorFlow/Segmentation/UNet_Medical/utils/setup.py |
# Copyright (c) 2020, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applic... | DeepLearningExamples-master | TensorFlow/Segmentation/UNet_Medical/utils/model_fn.py |
# Copyright (c) 2019, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applic... | DeepLearningExamples-master | TensorFlow/Segmentation/UNet_Medical/utils/hooks/profiler_hook.py |
# Copyright (c) 2019, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applic... | DeepLearningExamples-master | TensorFlow/Segmentation/UNet_Medical/utils/hooks/training_hook.py |
# Copyright (c) 2019, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applic... | DeepLearningExamples-master | TensorFlow/Segmentation/UNet_Medical/utils/hooks/profiling_hook.py |
# Copyright (c) 2019, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applic... | DeepLearningExamples-master | TensorFlow/Segmentation/UNet_Medical/model/unet.py |
# Copyright (c) 2019, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applic... | DeepLearningExamples-master | TensorFlow/Segmentation/UNet_Medical/model/layers.py |
import glob
import inspect
import os
import shutil
import subprocess
from typing import List, Callable
import tensorflow as tf
from google.protobuf import text_format
from tensorflow.core.framework import graph_pb2
from tensorflow.python.compiler.tensorrt import trt_convert as trt
from tensorflow.python.framework impo... | DeepLearningExamples-master | TensorFlow/Segmentation/UNet_Medical/tf_exports/tf_export.py |
#!/usr/bin/env python
# coding=utf-8
# BSD 3-Clause License
#
# Copyright (c) 2017,
# All rights reserved.
#
# Redistribution and use in source and binary forms, with or without
# modification, are permitted provided that the following conditions are met:
#
# * Redistributions of source code must retain the above copy... | DeepLearningExamples-master | TensorFlow/LanguageModeling/Transformer-XL/prep_text8.py |
# Copyright (c) 2020 NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | DeepLearningExamples-master | TensorFlow/LanguageModeling/Transformer-XL/tf/lamb.py |
import tensorflow as tf
def positional_embedding(pos_seq, inv_freq, bsz=None):
sinusoid_inp = tf.einsum('i,j->ij', pos_seq, inv_freq)
pos_emb = tf.concat([tf.sin(sinusoid_inp), tf.cos(sinusoid_inp)], -1)
if bsz is not None:
return tf.tile(pos_emb[:, None, :], [1, bsz, 1])
else:
return pos_emb[:, None,... | DeepLearningExamples-master | TensorFlow/LanguageModeling/Transformer-XL/tf/model.py |
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