configs/K600/motionformer_224_16x4.yaml [27:78]:
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  LR_POLICY: steps_with_relative_lrs
  LRS: [1, 0.1, 0.01]
  STEPS: [0, 20, 30]
  MAX_EPOCH: 35
  MOMENTUM: 0.9
  WEIGHT_DECAY: 5e-2
  WARMUP_EPOCHS: 0.0
  OPTIMIZING_METHOD: adamw
  USE_MIXED_PRECISION: True
  SMOOTHING: 0.2
SLOWFAST:
  ALPHA: 8
VIT:
  PATCH_SIZE: 16
  PATCH_SIZE_TEMP: 2
  CHANNELS: 3
  EMBED_DIM: 768
  DEPTH: 12
  NUM_HEADS: 12
  MLP_RATIO: 4
  QKV_BIAS: True
  VIDEO_INPUT: True
  TEMPORAL_RESOLUTION: 8
  USE_MLP: True
  DROP: 0.0
  POS_DROPOUT: 0.0
  DROP_PATH: 0.2
  IM_PRETRAINED: True
  HEAD_DROPOUT: 0.0
  HEAD_ACT: tanh
  PRETRAINED_WEIGHTS: vit_1k
  ATTN_LAYER: trajectory
MODEL:
  NUM_CLASSES: 600
  ARCH: slow
  MODEL_NAME: VisionTransformer
  LOSS_FUNC: cross_entropy
TEST:
  ENABLE: True
  DATASET: Kinetics
  BATCH_SIZE: 64
  NUM_ENSEMBLE_VIEWS: 10
  NUM_SPATIAL_CROPS: 3
DATA_LOADER:
  NUM_WORKERS: 8
  PIN_MEMORY: True
NUM_GPUS: 8
NUM_SHARDS: 4
RNG_SEED: 0
OUTPUT_DIR: .
TENSORBOARD:
  ENABLE: True
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configs/K600/motionformer_336_16x4.yaml [27:78]:
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  LR_POLICY: steps_with_relative_lrs
  LRS: [1, 0.1, 0.01]
  STEPS: [0, 20, 30]
  MAX_EPOCH: 35
  MOMENTUM: 0.9
  WEIGHT_DECAY: 5e-2
  WARMUP_EPOCHS: 0.0
  OPTIMIZING_METHOD: adamw
  USE_MIXED_PRECISION: True
  SMOOTHING: 0.2
SLOWFAST:
  ALPHA: 8
VIT:
  PATCH_SIZE: 16
  PATCH_SIZE_TEMP: 2
  CHANNELS: 3
  EMBED_DIM: 768
  DEPTH: 12
  NUM_HEADS: 12
  MLP_RATIO: 4
  QKV_BIAS: True
  VIDEO_INPUT: True
  TEMPORAL_RESOLUTION: 8
  USE_MLP: True
  DROP: 0.0
  POS_DROPOUT: 0.0
  DROP_PATH: 0.2
  IM_PRETRAINED: True
  HEAD_DROPOUT: 0.0
  HEAD_ACT: tanh
  PRETRAINED_WEIGHTS: vit_1k
  ATTN_LAYER: trajectory
MODEL:
  NUM_CLASSES: 600
  ARCH: slow
  MODEL_NAME: VisionTransformer
  LOSS_FUNC: cross_entropy
TEST:
  ENABLE: True
  DATASET: Kinetics
  BATCH_SIZE: 64
  NUM_ENSEMBLE_VIEWS: 10
  NUM_SPATIAL_CROPS: 3
DATA_LOADER:
  NUM_WORKERS: 8
  PIN_MEMORY: True
NUM_GPUS: 8
NUM_SHARDS: 4
RNG_SEED: 0
OUTPUT_DIR: .
TENSORBOARD:
  ENABLE: True
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