Teknium
commited on
Commit
•
d3193be
1
Parent(s):
2e71ff0
Fix Deepspeed Zero3 Config (#791)
Browse files* Update zero3.json
Take away CPU Offload by default (Slows things down horribly, better off reducing batchsize), and changes LR Scheduler to a properly decaying one
* Update zero3.json
fix something
- deepspeed/zero3.json +3 -10
deepspeed/zero3.json
CHANGED
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@@ -1,14 +1,6 @@
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{
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"zero_optimization": {
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"stage": 3,
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"offload_optimizer": {
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"device": "cpu",
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"pin_memory": true
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},
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"offload_param": {
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"device": "cpu",
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"pin_memory": true
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},
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"overlap_comm": true,
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"contiguous_gradients": true,
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"sub_group_size": 0,
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@@ -41,12 +33,13 @@
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}
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},
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"scheduler": {
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"type": "
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"params": {
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"warmup_min_lr": "auto",
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"warmup_max_lr": "auto",
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"warmup_num_steps": "auto",
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"warmup_type": "linear"
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}
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},
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"gradient_accumulation_steps": "auto",
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{
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"zero_optimization": {
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"stage": 3,
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"overlap_comm": true,
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"contiguous_gradients": true,
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"sub_group_size": 0,
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}
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},
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"scheduler": {
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"type": "WarmupDecayLR",
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"params": {
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"warmup_min_lr": "auto",
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"warmup_max_lr": "auto",
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"warmup_num_steps": "auto",
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"warmup_type": "linear",
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"total_num_steps": "auto"
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}
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},
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"gradient_accumulation_steps": "auto",
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