#!/usr/bin/env bash

CUDA_VISIBLE_DEVICES=0,1,2,3,4,5,6,7 python ./scripts/action-recognition/train_recognizer.py \
	--dataset kinetics400 \
    --data-dir /home/ubuntu/data/kinetics400/train_256 \
    --val-data-dir /home/ubuntu/data/kinetics400/val_256 \
    --train-list /home/ubuntu/data/kinetics400/k400_train_240618.txt \
    --val-list /home/ubuntu/data/kinetics400/k400_val_19761_cleanv3.txt \
    --video-loader \
    --use-decord \
	--model resnet34_v1b_kinetics400 \
	--mode hybrid \
	--dtype float32 \
    --prefetch-ratio 1.0 \
	--num-classes 400 \
	--batch-size 8 \
	--num-segments 7 \
	--num-gpus 8 \
	--num-data-workers 32 \
	--new-height 256 \
	--new-width 340 \
	--new-length 1 \
	--new-step 1 \
	--input-size 224 \
	--lr-mode cosine \
	--lr 0.01 \
	--momentum 0.9 \
	--wd 0.0001 \
	--num-epochs 100 \
	--scale-ratios 1.0,0.8 \
	--save-frequency 20 \
	--log-interval 50 \
	--logging-file resnet34_v1b_kinetics400.log