From e84f17adca2d8a81bc2d0229b9531e7eb0a7705c Mon Sep 17 00:00:00 2001
From: 游雁 <zhifu.gzf@alibaba-inc.com>
Date: 星期二, 26 三月 2024 12:34:26 +0800
Subject: [PATCH] update
---
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..d19b79a 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
@@ -149,8 +150,8 @@
# dataset
logging.info("Build dataloader")
dataloader_class = tables.dataloader_classes.get(kwargs["dataset_conf"].get("dataloader", "DataloaderMapStyle"))
- # dataloader = dataloader_class(**kwargs)
- dataloader_tr, dataloader_val = dataloader_class(**kwargs)
+ dataloader = dataloader_class(**kwargs)
+ # dataloader_tr, dataloader_val = dataloader_class(**kwargs)
trainer = Trainer(local_rank=local_rank,
use_ddp=use_ddp,
use_fsdp=use_fsdp,
@@ -175,12 +176,12 @@
# if use_ddp or use_fsdp:
# context = Join([model])
# else:
+ # context = nullcontext()
context = nullcontext()
-
for epoch in range(trainer.start_epoch, trainer.max_epoch + 1):
time1 = time.perf_counter()
with context:
- # dataloader_tr, dataloader_val = dataloader.build_iter(epoch)
+ dataloader_tr, dataloader_val = dataloader.build_iter(epoch)
trainer.train_epoch(
model=model,
optim=optim,
@@ -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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