diff options
| -rw-r--r-- | README.md | 22 |
1 files changed, 20 insertions, 2 deletions
@@ -193,8 +193,11 @@ mlia optimize --help # Target profiles -All sub-commands require the name of a target profile as input parameter. The -profiles currently available are described in the following sections. +The targets currently supported are described in the sections below. +All MLIA sub-commands require a target profile as input parameter. +That target profile can be either a name of a built-in target profile +or a custom file. MLIA saves the target profile that was used for a run +in the output directory. The support of the above sub-commands for different targets is provided via backends that need to be installed separately, see @@ -248,6 +251,21 @@ For more information, see TOSA Checker's: * [repository](https://review.mlplatform.org/plugins/gitiles/tosa/tosa_checker/+/refs/heads/main) * [pypi.org page](https://pypi.org/project/tosa-checker/) +## Custom target profiles + +For the _custom target profiles_, the configuration file for a custom +target profile is passed as path and needs to conform to the TOML file format. +Each target in MLIA has a pre-defined set of parameters which need to be present +in the config file. The built-in target profiles (in `src/mlia/resources/target_profiles`) +can be used to understand what parameters apply for each target. + +*Example:* + +``` bash +# for custom profiles +mlia ops --target-profile ~/my_custom_profile.toml sample_model.tflite +``` + # Backend installation The ML Inference Advisor is designed to use backends to provide different |