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17 lines
314 B
Python
17 lines
314 B
Python
from colossalai.amp import AMP_TYPE
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# hyperparameters
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# BATCH_SIZE is as per GPU
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# global batch size = BATCH_SIZE x data parallel size
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BATCH_SIZE = 512
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LEARNING_RATE = 3e-3
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WEIGHT_DECAY = 0.3
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NUM_EPOCHS = 2
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WARMUP_EPOCHS = 1
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# model config
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NUM_CLASSES = 10
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fp16 = dict(mode=AMP_TYPE.NAIVE)
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clip_grad_norm = 1.0
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