ResNet50_vd.sh 677 字节
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#Training details
#GPU: NVIDIA® Tesla® V100 4cards 200epochs 120h
export CUDA_VISIBLE_DEVICES=0,1,2,3
export FLAGS_fast_eager_deletion_mode=1
export FLAGS_eager_delete_tensor_gb=0.0
export FLAGS_fraction_of_gpu_memory_to_use=0.98

python train.py \
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        --data_dir=./data/ILSVRC2012/ \
        --total_images=1281167 \
        --class_dim=1000 \
        --validate=1 \
        --model=ResNet50_vd \
        --batch_size=256 \
        --lr_strategy=cosine_decay \
        --lr=0.1 \
        --num_epochs=200 \
        --model_save_dir=output/ \
        --l2_decay=7e-5 \
        --use_mixup=True \
        --use_label_smoothing=True \
        --label_smoothing_epsilon=0.1