Concurrency support using model clone #564
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Multithreading tests
…ency_support_cloneall
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This PR is a replacement for #519 |
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The docs for this PR live here. All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update. |
| self.request = core.compile_model(self.model, self.device, self.ov_config) | ||
| logger.info(f"Compiling the {self._model_name} to {self.device} with config {self.ov_config} ... ") | ||
| self.compiled_model = core.compile_model(self.model, self.device, self.ov_config) | ||
| self.request = self.compiled_model # Deprecated attribute, use compiled_model instead |
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Can there be a DeprecationWarning when people use self.request, so they know it's deprecated?
| @@ -0,0 +1,2 @@ | |||
| optimum-intel[openvino, nncf]"@git+https://github.com/huggingface/optimum-intel.git | |||
| transformers | |||
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Suggested change
| transformers |
transformers is a dependency of optimum-intel
| return self | ||
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| def forward(self, *args, **kwargs): | ||
| raise NotImplementedError | ||
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| def clone(self): | ||
| self.compile() | ||
| model_cloned = self.__class__(self.model, config=self.config, compile=False, dynamic_shapes=False) |
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Why dynamic_shapes=False?
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Support for execution with multi concurrency
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