73 lines
2.9 KiB
Bash
Executable file
73 lines
2.9 KiB
Bash
Executable file
#!/usr/bin/env bash
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# Copyright (c) 2020, NVIDIA CORPORATION. All rights reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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mkdir -p weights/
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cd weights
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# DOWNLOAD CHECKPOINTS
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## Mask RCNN
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## ====================== Mask RCNN ====================== ##
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BASE_URL="https://storage.googleapis.com/cloud-tpu-checkpoints/mask-rcnn/1555659850"
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DEST_DIR="mask-rcnn/1555659850"
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wget -N ${BASE_URL}/saved_model.pb -P ${DEST_DIR}
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wget -N ${BASE_URL}/variables/variables.data-00000-of-00001 -P ${DEST_DIR}/variables
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wget -N ${BASE_URL}/variables/variables.index -P ${DEST_DIR}/variables
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## ====================== resnet-nhwc-2018-02-07 ====================== ##
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BASE_URL="https://storage.googleapis.com/cloud-tpu-artifacts/resnet/resnet-nhwc-2018-02-07"
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DEST_DIR="resnet/resnet-nhwc-2018-02-07"
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wget -N ${BASE_URL}/checkpoint -P ${DEST_DIR}
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wget -N ${BASE_URL}/model.ckpt-112603.data-00000-of-00001 -P ${DEST_DIR}
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wget -N ${BASE_URL}/model.ckpt-112603.index -P ${DEST_DIR}
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wget -N ${BASE_URL}/model.ckpt-112603.meta -P ${DEST_DIR}
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## ====================== resnet-nhwc-2018-10-14 ====================== ##
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BASE_URL="https://storage.googleapis.com/cloud-tpu-artifacts/resnet/resnet-nhwc-2018-10-14"
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DEST_DIR="resnet/resnet-nhwc-2018-10-14"
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wget -N ${BASE_URL}/model.ckpt-112602.data-00000-of-00001 -P ${DEST_DIR}
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wget -N ${BASE_URL}/model.ckpt-112602.index -P ${DEST_DIR}
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wget -N ${BASE_URL}/model.ckpt-112602.meta -P ${DEST_DIR}
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# VERIFY CHECKPOINTS
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echo "Verifying and Processing Checkpoints..."
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python pb_to_ckpt.py \
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--frozen_model_filename=mask-rcnn/1555659850/ \
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--output_filename=mask-rcnn/1555659850/ckpt/model.ckpt
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python extract_RN50_weights.py \
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--checkpoint_dir=mask-rcnn/1555659850/ckpt/model.ckpt \
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--save_to=resnet/extracted_from_maskrcnn
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echo "Generating list of tensors and their shape..."
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python inspect_checkpoint.py --file_name=mask-rcnn/1555659850/ckpt/model.ckpt \
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> mask-rcnn/1555659850/tensors_and_shape.txt
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python inspect_checkpoint.py --file_name=resnet/resnet-nhwc-2018-02-07/model.ckpt-112603 \
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> resnet/resnet-nhwc-2018-02-07/tensors_and_shape.txt
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python inspect_checkpoint.py --file_name=resnet/resnet-nhwc-2018-10-14/model.ckpt-112602 \
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> resnet/resnet-nhwc-2018-10-14/tensors_and_shape.txt
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python inspect_checkpoint.py --file_name=resnet/extracted_from_maskrcnn/resnet50.ckpt \
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> resnet/extracted_from_maskrcnn/tensors_and_shape.txt
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echo "Script Finished with Success"
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