From 497edf4c9d6c1565a4bcf1a3edfcd47ffec8c10d Mon Sep 17 00:00:00 2001
From: 游雁 <zhifu.gzf@alibaba-inc.com>
Date: 星期三, 21 二月 2024 11:30:59 +0800
Subject: [PATCH] bugfix

---
 funasr/train_utils/trainer.py |   15 ++++++++++++++-
 1 files changed, 14 insertions(+), 1 deletions(-)

diff --git a/funasr/train_utils/trainer.py b/funasr/train_utils/trainer.py
index b3c9953..4b85a66 100644
--- a/funasr/train_utils/trainer.py
+++ b/funasr/train_utils/trainer.py
@@ -128,7 +128,20 @@
         if os.path.isfile(ckpt):
             checkpoint = torch.load(ckpt)
             self.start_epoch = checkpoint['epoch'] + 1
-            self.model.load_state_dict(checkpoint['state_dict'])
+            # self.model.load_state_dict(checkpoint['state_dict'])
+            src_state = checkpoint['state_dict']
+            dst_state = self.model.state_dict()
+            for k in dst_state.keys():
+                if not k.startswith("module.") and "module."+k in src_state.keys():
+                    k_ddp = "module."+k
+                else:
+                    k_ddp = k
+                if k_ddp in src_state.keys():
+                    dst_state[k] = src_state[k_ddp]
+                else:
+                    print(f"Miss key in ckpt: model: {k}, ckpt: {k_ddp}")
+
+            self.model.load_state_dict(dst_state)
             self.optim.load_state_dict(checkpoint['optimizer'])
             self.scheduler.load_state_dict(checkpoint['scheduler'])
             print(f"Checkpoint loaded successfully from '{ckpt}'")

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