34 lines
1.3 KiB
Bash
34 lines
1.3 KiB
Bash
#!/bin/bash
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# Copyright (c) 2019 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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WORKSPACE=${1:-"/workspace/rn50v15_tf"}
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DATA_DIR=${2:-"/data"}
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OTHER=${@:3}
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if [[ ! -z "${BIND_TO_SOCKET}" ]]; then
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BIND_TO_SOCKET="--bind-to socket"
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fi
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mpiexec --allow-run-as-root ${BIND_TO_SOCKET} -np 16 python3 main.py --arch=resnext101-32x4d \
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--mode=train_and_evaluate --iter_unit=epoch --num_iter=90 \
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--batch_size=128 --warmup_steps=100 --use_cosine --label_smoothing 0.1 \
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--lr_init=0.256 --lr_warmup_epochs=8 --momentum=0.875 --weight_decay=6.103515625e-05 \
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--use_tf_amp --use_static_loss_scaling --loss_scale 128 \
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--data_dir=${DATA_DIR}/tfrecords --data_idx_dir=${DATA_DIR}/dali_idx \
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--results_dir=${WORKSPACE}/results --weight_init=fan_in ${OTHER}
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