From 7ea3836893bfdf1aac03952bb1ff2da2c6ef6e57 Mon Sep 17 00:00:00 2001
From: 嘉渊 <wangjiaming.wjm@alibaba-inc.com>
Date: 星期二, 01 八月 2023 14:18:32 +0800
Subject: [PATCH] update

---
 funasr/datasets/small_datasets/sequence_iter_factory.py |    6 ++++--
 1 files changed, 4 insertions(+), 2 deletions(-)

diff --git a/funasr/datasets/small_datasets/sequence_iter_factory.py b/funasr/datasets/small_datasets/sequence_iter_factory.py
index 44f1db3..8ad72d7 100644
--- a/funasr/datasets/small_datasets/sequence_iter_factory.py
+++ b/funasr/datasets/small_datasets/sequence_iter_factory.py
@@ -57,6 +57,7 @@
             data_path_and_name_and_type,
             preprocess=preprocess_fn,
             dest_sample_rate=dest_sample_rate,
+            speed_perturb=args.speed_perturb if mode=="train" else None,
         )
 
         # sampler
@@ -65,8 +66,9 @@
             batch_bins=dataset_conf["batch_conf"]["batch_size"] * args.ngpu,
             shape_files=shape_files,
             sort_in_batch=dataset_conf["sort_in_batch"] if hasattr(dataset_conf, "sort_in_batch") else "descending",
-            sort_batch=dataset_conf["sort_batch"] if hasattr(dataset_conf, "sort_batch") else "ascending",
+            sort_batch=dataset_conf["sort_batch"] if hasattr(dataset_conf, "sort_batch") else "descending",
             drop_last=False,
+            min_batch_size=torch.distributed.get_world_size(),
             padding=True,
         )
 
@@ -83,7 +85,7 @@
             args.max_update = len(bs_list) * args.max_epoch
             logging.info("Max update: {}".format(args.max_update))
 
-        if args.distributed:
+        if args.distributed and mode=="train":
             world_size = torch.distributed.get_world_size()
             rank = torch.distributed.get_rank()
             for batch in batches:

--
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