馃悶 Fix inferencer in Gradio #332
Conversation
| Returns: | ||
| Namespace: List of arguments. | ||
| """ | ||
| parser = ArgumentParser() | ||
| parser.add_argument("--config", type=Path, required=True, help="Path to a model config file") |
There was a problem hiding this comment.
Maybe we could keep config to be consistent with other entrypoints?
There was a problem hiding this comment.
I wasn't sure what to call it. We can either pass the model config or the model name now. If I switch back to config should I drop calling inferencer with just model name?
There was a problem hiding this comment.
--config would be inline with the new PL CLI, so I would prefer that.
If I switch back to config should I drop calling inferencer with just model name?
Not sure if I get this part
There was a problem hiding this comment.
What I mean is that initially with config parameter we had to pass the yaml file to the inferencer. I changed it to model so that we can either pass yaml or only the model name. So, I wasn't sure sure what to call this parameter. If I change it back to config then passing just the model name might not match with the parameter name. In which case we can drop passing only the model name and keep yaml as the only option. It might be better in some sense as it will force people to ensure that their train config matches with the config they use for inference. Otherwise inferencer might pick up the default config with just the model name which might not match with the path for config that was used to train with.
There was a problem hiding this comment.
I agree. Passing only config would ensure the right config file is passed. Otherwise, it would be the default config, which may not be the same as the one that is used to train the model.
tools/inference_gradio.py
Outdated
| inferencer = OpenVINOInferencer( | ||
| config=config, path=weight_path, meta_data_path=meta_data | ||
| ) | ||
| inferencer = OpenVINOInferencer(config=config, path=weight_path, meta_data_path=meta_data_path) |
tools/inference_gradio.py
Outdated
| parser.add_argument("--config", type=Path, required=True, help="Path to a model config file") | ||
| parser.add_argument("--weight_path", type=Path, required=True, help="Path to a model weights") | ||
| parser.add_argument("--meta_data", type=Path, required=False, help="Path to JSON file containing the metadata.") |
There was a problem hiding this comment.
there is a bit of inconsistency in naming. In fact, this is the case for other entrypoints. I think we should stick to one of the following
- config, weights, meta_data
- config_path, weight_path, meta_data_path
There was a problem hiding this comment.
That's alright. The whole point of the review is to ensure code quality
Description
Passes correct parameter to Inferencers.
Fixes Gradio Error聽#296
Changes
Checklist