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T5 cpu placement to test large graph compile #393

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dec6b48
add base
strint Sep 13, 2022
ab0f430
cpu run
strint Sep 14, 2022
725c440
mod for compile
strint Sep 14, 2022
a8e3d43
reduce mem
strint Sep 14, 2022
1d18790
add t5 test dataset
xiezipeng-ML Sep 20, 2022
9c53254
reduce mem of input and param
strint Sep 20, 2022
eb8b8fd
reduce mem
strint Sep 20, 2022
1ea881d
1000 gpu dp
strint Sep 21, 2022
8de0b59
adapt t5 for any rank compile
strint Sep 30, 2022
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reduce mem
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@strint
strint committed Sep 14, 2022
commit a8e3d43a619a643919bf08abea4d6da890af83c4
4 changes: 2 additions & 2 deletions configs/t5_large_pretrain.py
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Expand Up @@ -17,7 +17,7 @@

# T5-large model config
model.cfg.num_attention_heads = 12
model.cfg.hidden_size = 384
model.cfg.hidden_size = 12
model.cfg.hidden_layers = 6
model.cfg.scale_mask_softmax_fusion = False
model.cfg.bias_dropout_fusion = False
Expand All @@ -33,7 +33,7 @@
train.dist.pipeline_num_layers = 2 * model.cfg.hidden_layers


train.train_micro_batch_size = 16
train.train_micro_batch_size = 1
train.amp.enabled = True

train.evaluation.evaluator = LazyCall(PPLEvaluator)()
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