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Change-Id: Ieeaa9188ea1e29e2ccaad7475d457bce71e3140d
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- Provide command for backend installation in case
if backend is not available
- Fix issue with connection timeout during downloading
- Show installation tools output only in verbose mode
Change-Id: Ic0e495ba19879cc2cda4fd0bce20b57ba896cfeb
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- Move backend management/executor code into module backend_core
- Create separate module for each backend in "backend" module
- Move each backend into corresponding module
- Split Vela wrapper into several submodules
Change-Id: If01b6774aab6501951212541cc5d7f5aa7c97e95
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Resolves: MLIA-719, MLIA-720
Change-Id: Ib697046f5090260437f3b1ab5fe8c5b4975abae2
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- Add new type of the backend based on python packages
- Add installation class for TOSA checker
- Update documentation
- Extend support of the parameter "force" in the
"install" command
Change-Id: I95567b75e1cfe85daa1f1c3d359975bb67b2504e
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* add entry point for mlia-backend in setup.cfg and main.py
* add --force option for install from path: uninstall existing backend
in ML Inference Advisor and install from given path
* add uninstall and list program parameters: uninstall has
backend_name as input arg, install has backend_name as a mandatory argument
* add unit tests in test_cli_commands.py, test_cli_main.py,
test_tools_metadata_common.py, test_tools_metadata_corstone.py
* updated README.md
* remove --download option for installing backend
* add new lines for the display section when we do mlia-backen list
* add case insensitive support for backend names in command line argument
Change-Id: Icb89d8957fa6be4b767710e24fa074f26472674b
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Check input model for Arm NN TensorFlow Lite Delegate 22.08 support.
Change-Id: I1253c4c0b294c5283e08f0a39561b922ef0f62e6
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Change-Id: I212c9cad5f2ac28b75b1d9e2fb8f1f8b444b8397
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* 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
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- 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
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* 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
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Use "TensorFlow Lite" instead of "TFLite" in
documentation and comments
Change-Id: Ie4450d72fb2e5261d152d72ab8bd94c3da914c46
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- Update configuration for inclusive language linter
- Fix reported issues
Change-Id: If0f8b6e20c17d8ee1c6179c61040fc351437f036
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- Use pyupgrade tool for the syntax upgrade
Change-Id: I3b9ae6cc5da193329e37028cde967ae049388361
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- Enable deferred annotations evaluation
- Use builtin types for type hints whenever possible
- Use | syntax for union types
- Rename mlia.core._typing into mlia.core.typing
Change-Id: I3f6ffc02fa069c589bdd9e8bddbccd504285427a
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Change-Id: I9dfa9f17a93ac24be0aa9ad68e4a72b79aecfb9d
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Merge the deprecated AIET interface for backend execution into MLIA:
- Execute backends directly (without subprocess and the aiet CLI)
- Fix issues with the unit tests
- Remove src/aiet and tests/aiet
- Re-factor code to replace 'aiet' with 'backend'
- Adapt and improve unit tests after re-factoring
- Remove dependencies that are not needed anymore (click and cloup)
Change-Id: I450734c6a3f705ba9afde41862b29e797e511f7c
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Add MLIA codebase including sources and tests.
Change-Id: Id41707559bd721edd114793618d12ccd188d8dbd
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