From 9b4e9cc8a0311e5243d69b73ed073e7ea441982e Mon Sep 17 00:00:00 2001
From: 游雁 <zhifu.gzf@alibaba-inc.com>
Date: 星期三, 27 三月 2024 16:05:29 +0800
Subject: [PATCH] train update
---
funasr/train_utils/load_pretrained_model.py | 25 ++++++++++++++++---------
1 files changed, 16 insertions(+), 9 deletions(-)
diff --git a/funasr/train_utils/load_pretrained_model.py b/funasr/train_utils/load_pretrained_model.py
index ab022dc..0c46449 100644
--- a/funasr/train_utils/load_pretrained_model.py
+++ b/funasr/train_utils/load_pretrained_model.py
@@ -7,7 +7,7 @@
import torch
import torch.nn
import torch.optim
-
+import pdb
def filter_state_dict(
dst_state: Dict[str, Union[float, torch.Tensor]],
@@ -45,7 +45,7 @@
ignore_init_mismatch: bool=True,
map_location: str = "cpu",
oss_bucket=None,
- scope_map="module.:none",
+ scope_map=[],
excludes=None,
ignore_mismatch=False,
**kwargs,
@@ -63,18 +63,20 @@
dst_state = obj.state_dict()
print(f"ckpt: {path}")
+
if oss_bucket is None:
src_state = torch.load(path, map_location=map_location)
else:
buffer = BytesIO(oss_bucket.get_object(path).read())
src_state = torch.load(buffer, map_location=map_location)
- if "state_dict" in src_state:
- src_state = src_state["state_dict"]
-
+
+ src_state = src_state["state_dict"] if "state_dict" in src_state else src_state
+ src_state = src_state["model_state_dict"] if "model_state_dict" in src_state else src_state
src_state = src_state["model"] if "model" in src_state else src_state
if isinstance(scope_map, str):
scope_map = scope_map.split(",")
+ scope_map += ["module.", "None"]
for k in dst_state.keys():
@@ -86,10 +88,15 @@
for i in range(0, len(scope_map), 2):
src_prefix = scope_map[i] if scope_map[i].lower() != "none" else ""
dst_prefix = scope_map[i+1] if scope_map[i+1].lower() != "none" else ""
-
- if k.startswith(dst_prefix) and k.replace(dst_prefix, src_prefix) in src_state.keys():
- k_src = k.replace(dst_prefix, src_prefix)
- print(f"init param, map: {k} from {k_src} in ckpt")
+
+ if dst_prefix == "" and (src_prefix + k) in src_state.keys():
+ k_src = src_prefix + k
+ if not k_src.startswith("module."):
+ print(f"init param, map: {k} from {k_src} in ckpt")
+ elif k.startswith(dst_prefix) and k.replace(dst_prefix, src_prefix, 1) in src_state.keys():
+ k_src = k.replace(dst_prefix, src_prefix, 1)
+ if not k_src.startswith("module."):
+ print(f"init param, map: {k} from {k_src} in ckpt")
if k_src in src_state.keys():
if ignore_init_mismatch and dst_state[k].shape != src_state[k_src].shape:
--
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