Vasiliy Kuznetsov c15fca1137 quant doc: improve rendered documentation for backend_config_dict ...

Summary:

This improves the documentation page for backend_config_dict to render
the configurations in a human readable format, such as

```
{
  'pattern': torch.nn.modules.pooling.AdaptiveAvgPool1d,
  'dtype_configs': [
    {
      'input_dtype': torch.quint8,
      'output_dtype': torch.quint8,
    },
    {
      'input_dtype': torch.float16,
      'weight_dtype': torch.float16,
      'bias_dtype': torch.float16,
      'output_dtype': torch.float16,
    },
  ],
  'observation_type': ObservationType.OUTPUT_SHARE_OBSERVER_WITH_INPUT,
},
```

The results are also now sorted alphabetically by the normalized name of
the root op in the pattern.

A couple of utility functions are created to help with this. If in the future
we convert backend_config_dict to use typed objects, we can move this logic
to the objects at that time.

Test plan:

```
cd docs
make html
cd build
python -m server.http
// renders correctly, example: https://gist.github.com/vkuzo/76adfc7c89e119c59813a733fa2cd56f
```

Pull Request resolved: https://github.com/pytorch/pytorch/pull/77535

Approved by: https://github.com/andrewor14

2022-05-18 11:46:07 +00:00

..

build_activation_images.py

[docs] Add images to some activation functions (#65415)

2021-09-22 11:05:29 -07:00

build_onnx_supported_aten_op_csv_table.py

Add list of supported ATen ops by ONNX converter into torch.onnx page

2022-04-07 00:05:44 +00:00

build_quantization_configs.py

quant doc: improve rendered documentation for backend_config_dict

2022-05-18 11:46:07 +00:00