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eab0afc19c
* implement gradient_accumulation_steps support in DeepSpeed integration * typo * cleanup * cleanup
46 lines
987 B
JSON
46 lines
987 B
JSON
{
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"fp16": {
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"enabled": true,
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"loss_scale": 0,
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"loss_scale_window": 1000,
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"initial_scale_power": 32,
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"hysteresis": 2,
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"min_loss_scale": 1
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},
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"zero_optimization": {
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"stage": 2,
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"allgather_partitions": true,
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"allgather_bucket_size": 2e8,
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"overlap_comm": true,
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"reduce_scatter": true,
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"reduce_bucket_size": 2e8,
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"contiguous_gradients": true,
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"cpu_offload": true
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},
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"zero_allow_untested_optimizer": true,
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"optimizer": {
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"type": "AdamW",
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"params": {
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"lr": 3e-5,
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"betas": [0.8, 0.999],
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"eps": 1e-8,
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"weight_decay": 3e-7
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}
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},
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"scheduler": {
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"type": "WarmupLR",
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"params": {
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"warmup_min_lr": 0,
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"warmup_max_lr": 3e-5,
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"warmup_num_steps": 500
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}
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},
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"steps_per_print": 2000,
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"wall_clock_breakdown": false
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}
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