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https://github.com/FunAudioLLM/CosyVoice.git
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Update estimator count retrieval and memory pool limit in CosyVoice
- Simplified estimator count retrieval in CosyVoice and CosyVoice2 classes to directly access the configs dictionary. - Adjusted memory pool limit in the ONNX to TensorRT conversion function from 8GB to 1GB for optimized resource management.
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@@ -54,7 +54,7 @@ class CosyVoice:
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'{}/llm.llm.{}.zip'.format(model_dir, 'fp16' if self.fp16 is True else 'fp32'),
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'{}/flow.encoder.{}.zip'.format(model_dir, 'fp16' if self.fp16 is True else 'fp32'))
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if load_trt:
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self.estimator_count = configs['flow']['decoder']['estimator'].get('estimator_count', 1)
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self.estimator_count = configs.get('estimator_count', 1)
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self.model.load_trt('{}/flow.decoder.estimator.{}.mygpu.plan'.format(model_dir, 'fp16' if self.fp16 is True else 'fp32'),
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'{}/flow.decoder.estimator.fp32.onnx'.format(model_dir),
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self.fp16, self.estimator_count)
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@@ -180,7 +180,7 @@ class CosyVoice2(CosyVoice):
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if load_jit:
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self.model.load_jit('{}/flow.encoder.{}.zip'.format(model_dir, 'fp16' if self.fp16 is True else 'fp32'))
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if load_trt:
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self.estimator_count = configs['flow']['decoder']['estimator'].get('estimator_count', 1)
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self.estimator_count = configs.get('estimator_count', 1)
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self.model.load_trt('{}/flow.decoder.estimator.{}.mygpu.plan'.format(model_dir, 'fp16' if self.fp16 is True else 'fp32'),
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'{}/flow.decoder.estimator.fp32.onnx'.format(model_dir),
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self.fp16, self.estimator_count)
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