Upload config.json with huggingface_hub
Browse files- config.json +97 -0
config.json
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{
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"OUTPUT_DIR": "OUTPUT/",
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"WORKERS": 6,
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"PRINT_FREQ": 500,
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"AMP": {
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"ENABLED": true
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},
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"MODEL": {
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"NAME": "cls_cvt",
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"SPEC": {
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"INIT": "trunc_norm",
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"NUM_STAGES": 3,
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"PATCH_SIZE": [7, 3, 3],
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"PATCH_STRIDE": [4, 2, 2],
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"PATCH_PADDING": [2, 1, 1],
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"DIM_EMBED": [64, 192, 384],
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"NUM_HEADS": [1, 3, 6],
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"DEPTH": [1, 2, 10],
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"MLP_RATIO": [4.0, 4.0, 4.0],
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"ATTN_DROP_RATE": [0.0, 0.0, 0.0],
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"DROP_RATE": [0.0, 0.0, 0.0],
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"DROP_PATH_RATE": [0.0, 0.0, 0.1],
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"QKV_BIAS": [true, true, true],
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"CLS_TOKEN": [false, false, true],
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"POS_EMBED": [false, false, false],
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"QKV_PROJ_METHOD": ["dw_bn", "dw_bn", "dw_bn"],
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"KERNEL_QKV": [3, 3, 3],
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"PADDING_KV": [1, 1, 1],
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"STRIDE_KV": [2, 2, 2],
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"PADDING_Q": [1, 1, 1],
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"STRIDE_Q": [1, 1, 1]
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}
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},
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"AUG": {
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"MIXUP_PROB": 1.0,
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"MIXUP": 0.8,
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"MIXCUT": 1.0,
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"TIMM_AUG": {
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"USE_LOADER": true,
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"RE_COUNT": 1,
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"RE_MODE": "pixel",
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"RE_SPLIT": false,
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"RE_PROB": 0.25,
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"AUTO_AUGMENT": "rand-m9-mstd0.5-inc1",
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"HFLIP": 0.5,
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"VFLIP": 0.0,
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"COLOR_JITTER": 0.4,
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"INTERPOLATION": "bicubic"
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}
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},
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"LOSS": {
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"LABEL_SMOOTHING": 0.1
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},
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"CUDNN": {
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"BENCHMARK": true,
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"DETERMINISTIC": false,
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"ENABLED": true
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},
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"DATASET": {
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"DATASET": "imagenet",
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"DATA_FORMAT": "jpg",
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"ROOT": "DATASET/imagenet/",
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"TEST_SET": "val",
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"TRAIN_SET": "train"
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},
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"TEST": {
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"BATCH_SIZE_PER_GPU": 32,
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"IMAGE_SIZE": [224, 224],
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"MODEL_FILE": "",
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"INTERPOLATION": 3
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},
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"TRAIN": {
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"BATCH_SIZE_PER_GPU": 256,
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"LR": 0.00025,
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"IMAGE_SIZE": [224, 224],
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"BEGIN_EPOCH": 0,
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"END_EPOCH": 300,
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"LR_SCHEDULER": {
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"METHOD": "timm",
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"ARGS": {
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"sched": "cosine",
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"warmup_epochs": 5,
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"warmup_lr": 0.000001,
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"min_lr": 0.00001,
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"cooldown_epochs": 10,
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"decay_rate": 0.1
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}
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},
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"OPTIMIZER": "adamW",
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"WD": 0.05,
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"WITHOUT_WD_LIST": ["bn", "bias", "ln"],
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"SHUFFLE": true
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},
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"DEBUG": {
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"DEBUG": false
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}
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}
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