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https://github.com/PaddlePaddle/PaddleOCR.git
synced 2026-09-24 23:33:08 +08:00
pair param with key when load trained model params
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@@ -56,9 +56,25 @@ def load_model(config, model, optimizer=None):
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if checkpoints:
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if checkpoints.endswith('pdparams'):
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checkpoints = checkpoints.replace('.pdparams', '')
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assert os.path.exists(checkpoints + ".pdopt"), \
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f"The {checkpoints}.pdopt does not exists!"
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load_pretrained_params(model, checkpoints)
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assert os.path.exists(checkpoints + ".pdparams"), \
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f"The {checkpoints}.pdparams does not exists!"
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# load params from trained model
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params = paddle.load(checkpoints + '.pdparams')
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state_dict = model.state_dict()
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new_state_dict = {}
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for key, value in state_dict.items():
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if key not in params:
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logger.warning(f"{key} not in loaded params {params.keys()} !")
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pre_value = params[key]
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if list(value.shape) == list(pre_value.shape):
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new_state_dict[key] = pre_value
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else:
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logger.warning(
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f"The shape of model params {key} {value.shape} not matched with loaded params shape {pre_value.shape} !"
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)
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model.set_state_dict(new_state_dict)
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optim_dict = paddle.load(checkpoints + '.pdopt')
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if optimizer is not None:
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optimizer.set_state_dict(optim_dict)
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@@ -92,7 +108,7 @@ def load_pretrained_params(model, path):
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if list(state_dict[k1].shape) == list(params[k2].shape):
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new_state_dict[k1] = params[k2]
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else:
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logger.info(
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logger.warning(
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f"The shape of model params {k1} {state_dict[k1].shape} not matched with loaded params {k2} {params[k2].shape} !"
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)
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model.set_state_dict(new_state_dict)
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