tsm.yaml

MODEL:
    name: "TSM"
    format: "pkl"
    num_classes: 400
    seg_num: 8
    seglen: 1
    image_mean: [0.485, 0.456, 0.406]
    image_std: [0.229, 0.224, 0.225]
    num_layers: 50
    topk: 5

TRAIN:
    epoch: 65
    short_size: 256
    target_size: 224
    num_reader_threads: 12
    buf_size: 1024
    batch_size: 16 #128
    use_gpu: True
    num_gpus: 1 #8
    filelist: "./data/dataset/kinetics/train.list"
    learning_rate: 0.01
    learning_rate_decay: 0.1
    decay_epochs: [40, 60]
    l2_weight_decay: 1e-4
    momentum: 0.9
    total_videos: 8000 #239781

VALID:
    short_size: 256
    target_size: 224
    num_reader_threads: 12
    buf_size: 1024
    batch_size: 32 #128
    filelist: "./data/dataset/kinetics/val.list"

TEST:
    short_size: 256
    target_size: 224
    num_reader_threads: 12
    buf_size: 1024
    batch_size: 64
    filelist: "./data/dataset/kinetics/test.list"