From 810046e3df4910c8f5c1a90e4b53aca45b3397e8 Mon Sep 17 00:00:00 2001
From: wuhongsheng <664116298@qq.com>
Date: 星期一, 01 七月 2024 10:42:58 +0800
Subject: [PATCH] 优化merge segments 参数，解决新闻联播男女主持人“晚上好”合并一个speakid问题 (#1861)
---
funasr/train_utils/model_summary.py | 14 ++++++++++++--
1 files changed, 12 insertions(+), 2 deletions(-)
diff --git a/funasr/train_utils/model_summary.py b/funasr/train_utils/model_summary.py
index 2aef88a..842cd21 100644
--- a/funasr/train_utils/model_summary.py
+++ b/funasr/train_utils/model_summary.py
@@ -47,8 +47,18 @@
def model_summary(model: torch.nn.Module) -> str:
message = "Model structure:\n"
message += str(model)
- tot_params = sum(p.numel() for p in model.parameters())
- num_params = sum(p.numel() for p in model.parameters() if p.requires_grad)
+
+ tot_params, num_params = 0, 0
+ for name, param in model.named_parameters():
+ print(
+ "name: {}, dtype: {}, device: {}, trainable: {}, shape: {}, numel: {}".format(
+ name, param.dtype, param.device, param.requires_grad, param.shape, param.numel()
+ )
+ )
+ tot_params += param.numel()
+ if param.requires_grad:
+ num_params += param.numel()
+
percent_trainable = "{:.1f}".format(num_params * 100.0 / tot_params)
tot_params = get_human_readable_count(tot_params)
num_params = get_human_readable_count(num_params)
--
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