run.sh

# examples of running programs:
# bash ./run.sh train CTCN ./configs/ctcn.yaml
# bash ./run.sh eval NEXTVLAD ./configs/nextvlad.yaml
# bash ./run.sh predict NONLOCAL ./cofings/nonlocal.yaml

# mode should be one of [train, eval, predict, inference]
# name should be one of [AttentionCluster, AttentionLSTM, NEXTVLAD, NONLOCAL, TSN, TSM, STNET, CTCN]
# configs should be ./configs/xxx.yaml

mode=$1
name=$2
configs=$3

#pretrain="./tmp/name_map/paddle_state_dict.npz" # set pretrain model path if needed
#resume="" # set pretrain model path if needed
#save_dir="./data/checkpoints"
save_inference_dir="./data/inference_model"
use_gpu=True
fix_random_seed=False
log_interval=1
valid_interval=1

weights="./weights/paddle_state_dict_L.npz"


export CUDA_VISIBLE_DEVICES=4,5,6,7   #0,1,5,6 fast,  2,3,4,7 slow
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

if [ "$mode"x == "predict"x ]; then
    echo $mode $name $configs $weights
    if [ "$weights"x != ""x ]; then
        python predict.py --model_name=$name \
                          --config=$configs \
                          --log_interval=$log_interval \
                          --weights=$weights \
                          --video_path='' \
                          --use_gpu=$use_gpu
    else
        python predict.py --model_name=$name \
                          --config=$configs \
                          --log_interval=$log_interval \
                          --use_gpu=$use_gpu \
                          --video_path=''
    fi
elif [ "$mode"x == "inference"x ]; then
    echo $mode $name $configs $weights
    if [ "$weights"x != ""x ]; then
        python inference_model.py --model_name=$name \
                                  --config=$configs \
                                  --weights=$weights \
                                  --use_gpu=$use_gpu \
                                  --save_dir=$save_inference_dir
    else
        python inference_model.py --model_name=$name \
                                  --config=$configs \
                                  --use_gpu=$use_gpu \
                                  --save_dir=$save_inference_dir
    fi
else
    echo "Not implemented mode " $mode
fi