configs/Kinetics/SLOWFAST_8x8_R101.yaml [26:63]:
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  TRANS_FUNC: bottleneck_transform
  STRIDE_1X1: False
  NUM_BLOCK_TEMP_KERNEL: [[3, 3], [4, 4], [6, 6], [3, 3]]
  SPATIAL_STRIDES: [[1, 1], [2, 2], [2, 2], [2, 2]]
  SPATIAL_DILATIONS: [[1, 1], [1, 1], [1, 1], [1, 1]]
NONLOCAL:
  LOCATION: [[[], []], [[], []], [[], []], [[], []]]
  GROUP: [[1, 1], [1, 1], [1, 1], [1, 1]]
  INSTANTIATION: dot_product
BN:
  USE_PRECISE_STATS: True
  NUM_BATCHES_PRECISE: 200
SOLVER:
  BASE_LR: 0.8 ## 8 nodes
  LR_POLICY: cosine
  MAX_EPOCH: 196
  MOMENTUM: 0.9
  WEIGHT_DECAY: 1e-4
  WARMUP_EPOCHS: 34.0
  WARMUP_START_LR: 0.01
  OPTIMIZING_METHOD: sgd
MODEL:
  NUM_CLASSES: 400
  ARCH: slowfast
  MODEL_NAME: SlowFast
  LOSS_FUNC: cross_entropy
  DROPOUT_RATE: 0.5
TEST:
  ENABLE: True
  DATASET: kinetics
  BATCH_SIZE: 64
DATA_LOADER:
  NUM_WORKERS: 8
  PIN_MEMORY: True
NUM_GPUS: 8
NUM_SHARDS: 1
RNG_SEED: 0
OUTPUT_DIR: .
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configs/Kinetics/SLOWFAST_8x8_R50.yaml [26:63]:
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  TRANS_FUNC: bottleneck_transform
  STRIDE_1X1: False
  NUM_BLOCK_TEMP_KERNEL: [[3, 3], [4, 4], [6, 6], [3, 3]]
  SPATIAL_STRIDES: [[1, 1], [2, 2], [2, 2], [2, 2]]
  SPATIAL_DILATIONS: [[1, 1], [1, 1], [1, 1], [1, 1]]
NONLOCAL:
  LOCATION: [[[], []], [[], []], [[], []], [[], []]]
  GROUP: [[1, 1], [1, 1], [1, 1], [1, 1]]
  INSTANTIATION: dot_product
BN:
  USE_PRECISE_STATS: True
  NUM_BATCHES_PRECISE: 200
SOLVER:
  BASE_LR: 0.8
  LR_POLICY: cosine
  MAX_EPOCH: 196
  MOMENTUM: 0.9
  WEIGHT_DECAY: 1e-4
  WARMUP_EPOCHS: 34.0
  WARMUP_START_LR: 0.01
  OPTIMIZING_METHOD: sgd
MODEL:
  NUM_CLASSES: 400
  ARCH: slowfast
  MODEL_NAME: SlowFast
  LOSS_FUNC: cross_entropy
  DROPOUT_RATE: 0.5
TEST:
  ENABLE: True
  DATASET: kinetics
  BATCH_SIZE: 64
DATA_LOADER:
  NUM_WORKERS: 8
  PIN_MEMORY: True
NUM_GPUS: 8
NUM_SHARDS: 1
RNG_SEED: 0
OUTPUT_DIR: .
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