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path: root/src/mlia/devices/cortexa
AgeCommit message (Collapse)Author
2022-11-15MLIA-685 Warn about custom operators in SavedModel/Keras modelsDmitrii Agibov
- Add new error types for the TensorFlow Lite compatibility check - Try to detect custom operators in SavedModel/Keras models - Add warning to the advice about models with custom operators Change-Id: I2f65474eecf2788110acc43585fa300eda80e21b
2022-11-11MLIA-701 Update dependenciesBenjamin Klimczak
- Update TensorFlow dependencies for x86_64 - Adapt unit tests to new TensorFlow version - Update linters (including pre-commit hooks) and fix issues - Use conditional import to fix tflite compat code for aarch64 Change-Id: I1a9b080b900ab65e38f7f2552562822bbfdcd259
2022-11-10MLIA-411 Report Cortex-A operator compatibilityBenjamin Klimczak
Check input model for Arm NN TensorFlow Lite Delegate 22.08 support. Change-Id: I1253c4c0b294c5283e08f0a39561b922ef0f62e6
2022-11-07MLIA-688 Fix --supported-ops-report flagRaul Farkas
* Add `api.generate_supported_operators_report` that calls a report generator based on given target profile. * Update `--supported-ops-report` cli flag help section and README.md info by specifying that it is currently only supported for Ethos-U. * Add tests for `generate_supported_operators_report` method. * Add stub methods `report` for Cortex-A and Tosa operators.py module that throw a "Not supported" exception. Change-Id: Iaf373fe48299d807e48fd6a0e6c029ce32203f4f
2022-10-26MLIA-433 Add TensorFlow Lite compatibility checkDmitrii Agibov
- Add ability to intercept low level TensorFlow output - Produce advice for the models that could not be converted to the TensorFlow Lite format - Refactor utility functions for TensorFlow Lite conversion - Add TensorFlow Lite compatibility checker Change-Id: I47d120d2619ced7b143bc92c5184515b81c0220d
2022-10-18MLIA-409 Create new Cortex-A device skeletonRaul Farkas
* Add Cortex-A device skeleton * Add unit tests for the Cortex-A device skeleton * Update profiles.json by adding the new "cortex-a" profile * Add new cortex-a factory to the get_advisor method in api.py * Disable performance and optimization commands for the cortex-a profile. * Update trademarks section in README.md * Update pyproject.toml to not run similarity check in imports Change-Id: I2e228aaada1e2d3c5cc329d70572b51962ff517f