From 7e25315a4f8e9dc5aa3c8162fa176fb2d2be19cc Mon Sep 17 00:00:00 2001
From: 嘉渊 <wangjiaming.wjm@alibaba-inc.com>
Date: 星期一, 24 四月 2023 11:32:51 +0800
Subject: [PATCH] update
---
funasr/bin/train.py | 25 +++++++++++++++++++++----
1 files changed, 21 insertions(+), 4 deletions(-)
diff --git a/funasr/bin/train.py b/funasr/bin/train.py
index e861199..a7a85f8 100644
--- a/funasr/bin/train.py
+++ b/funasr/bin/train.py
@@ -1,3 +1,5 @@
+#!/usr/bin/env python3
+
import argparse
import logging
import os
@@ -12,6 +14,7 @@
from funasr.build_utils.build_model import build_model
from funasr.build_utils.build_optimizer import build_optimizer
from funasr.build_utils.build_scheduler import build_scheduler
+from funasr.build_utils.build_trainer import build_trainer
from funasr.text.phoneme_tokenizer import g2p_choices
from funasr.torch_utils.model_summary import model_summary
from funasr.torch_utils.pytorch_version import pytorch_cudnn_version
@@ -420,16 +423,16 @@
prepare_data(args, distributed_option)
model = build_model(args)
- optimizer = build_optimizer(args, model=model)
- scheduler = build_scheduler(args, optimizer)
+ optimizers = build_optimizer(args, model=model)
+ schedulers = build_scheduler(args, optimizers)
logging.info("world size: {}, rank: {}, local_rank: {}".format(distributed_option.dist_world_size,
distributed_option.dist_rank,
distributed_option.local_rank))
logging.info(pytorch_cudnn_version())
logging.info(model_summary(model))
- logging.info("Optimizer: {}".format(optimizer))
- logging.info("Scheduler: {}".format(scheduler))
+ logging.info("Optimizer: {}".format(optimizers))
+ logging.info("Scheduler: {}".format(schedulers))
# dump args to config.yaml
if not distributed_option.distributed or distributed_option.dist_rank == 0:
@@ -443,4 +446,18 @@
else:
yaml_no_alias_safe_dump(vars(args), f, indent=4, sort_keys=False)
+ # dataloader for training/validation
train_dataloader, valid_dataloader = build_dataloader(args)
+
+ # Trainer, including model, optimizers, etc.
+ trainer = build_trainer(
+ args=args,
+ model=model,
+ optimizers=optimizers,
+ schedulers=schedulers,
+ train_dataloader=train_dataloader,
+ valid_dataloader=valid_dataloader,
+ distributed_option=distributed_option
+ )
+
+ trainer.run()
--
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