19 lines
No EOL
1.1 KiB
Bash
Executable file
19 lines
No EOL
1.1 KiB
Bash
Executable file
# Copyright (c) 2018, 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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# This script launches ResNet50 training in FP32 on 8 GPUs using 1024 batch size (128 per GPU)
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## Usage ./RN50_FP32_8GPU.sh <path to this repository> <path to dataset> <path to results directory>
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mpiexec --allow-run-as-root --bind-to socket -np 8 \
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python $1/main.py --mode=train_and_evaluate --iter_unit=epoch --num_iter=50 --batch_size=128 --warmup_steps=100 --use_cosine_lr --label_smoothing 0.1 --lr_init=0.256 --lr_warmup_epochs=8 --momentum=0.875 --weight_decay=3.0517578125e-05 --data_dir=$2 --results_dir=$3 |