From a70f5b3edf22ac889724aa9a06cefbb316374b28 Mon Sep 17 00:00:00 2001
From: 游雁 <zhifu.gzf@alibaba-inc.com>
Date: 星期日, 24 三月 2024 01:44:18 +0800
Subject: [PATCH] finetune
---
funasr/bin/train.py | 24 +++++++++++++-----------
1 files changed, 13 insertions(+), 11 deletions(-)
diff --git a/funasr/bin/train.py b/funasr/bin/train.py
index 0ff4ba1..e446e54 100644
--- a/funasr/bin/train.py
+++ b/funasr/bin/train.py
@@ -128,7 +128,8 @@
else:
model = model.to(device=kwargs.get("device", "cuda"))
- logging.info(f"{model}")
+ if local_rank == 0:
+ logging.info(f"{model}")
kwargs["device"] = next(model.parameters()).device
# optim
@@ -172,10 +173,10 @@
except:
writer = None
- # if use_ddp or use_fsdp:
- # context = Join([model])
- # else:
- context = nullcontext()
+ if use_ddp or use_fsdp:
+ context = Join([model])
+ else:
+ context = nullcontext()
for epoch in range(trainer.start_epoch, trainer.max_epoch + 1):
time1 = time.perf_counter()
@@ -191,13 +192,14 @@
epoch=epoch,
writer=writer
)
+ with context:
+ trainer.validate_epoch(
+ model=model,
+ dataloader_val=dataloader_val,
+ epoch=epoch,
+ writer=writer
+ )
scheduler.step()
- trainer.validate_epoch(
- model=model,
- dataloader_val=dataloader_val,
- epoch=epoch,
- writer=writer
- )
trainer.save_checkpoint(epoch, model=model, optim=optim, scheduler=scheduler, scaler=scaler)
--
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