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2024-02-23refactor: Migrate from Vela's internal code to CSV summaryNathan Bailey
Removes vela defines from vela compiler.py and performance.py Replaces calls to vela code with data from vela summary csv Resolves: MLIA-1024 Signed-off-by: Nathan Bailey <nathan.bailey@arm.com> Change-Id: I569878f2936767f70c0255919ca40d1969275529
2024-02-09feat: Integrate Vela's per-layer performance estimatesNathan Bailey
Resolves: MLIA-1055, MLIA-1056, MLIA-1057 Signed-off-by: Nathan Bailey <nathan.bailey@arm.com> Change-Id: Id573cec94e4a69117051dcd5175f383c0955d890
2023-09-05MLIA-961 Update tox dependenciesBenjamin Klimczak
- Update version dependencies in the tox.ini - Fix linter issues Change-Id: I04c3a841ee2646a865dab037701d66c28792f2a4 Signed-off-by: Benjamin Klimczak <benjamin.klimczak@arm.com>
2023-04-12MLIA-849 Update mypy version and fix associated issuesAnnie Tallund
- Remove unused silencing of typing - Amend None type hints where it is default Change-Id: Id972b56dcdce865bf6c9d6aea88bc76baf39133e
2023-02-21MLIA-813 Change default output directory0.6.0-rc.30.6.0Dmitrii Agibov
- Use directory mlia-output as output directory for MLIA - If parameter --output-dir provided then place directory mlia-output under specified path or otherwise create it in the current working directory Change-Id: I298088c4aa8dbe9f35dee69ecb9ff6e9ea3cac0a
2023-02-15MLIA-813 Change default output directoryDmitrii Agibov
- If no output directory provided then create one in the current working directory - Update documentation and tests Change-Id: Id1f2acef14e1bd2edffbfa6139a961a5c5018211
2023-02-13MLIA-775 Refactor metadata related classesRuomei Yan
- define Metadata base class with dictionary data and abstract method - mlia, tosa, model and metadatadisplay classes are all inherited from base class - update unit tests - update function report_metadata into more generalized format Change-Id: Id49e15283eebdca705045eda81db637d82f85453
2023-02-10MLIA-769 Replace use of 'device' with 'target'Benjamin Klimczak
Term 'device' can be ambiguous and is replaced with 'target'. Change-Id: I5e5108d033a13b98e4c2997713e1c32bce63ae62
2023-02-06MLIA-461 Add parameter for the output directoryDmitrii Agibov
- Add CLI parameter --output-dir - Rename ExecutionContext property working_dir into output_dir - Remove logic for default command as it is no longer needed Change-Id: I6387f6b688520ba1fc69a80167587297353620f6
2023-02-03MLIA-782 Remove --output parameterDiego Russo
* Remove --output parameter from argument parser * Remove FormattedFilePath class and its presence across the codebase * Move logging module from cli to core * The output format is now injected in the execution context and used across MLIA * Depending on the output format, TextReporter and JSONReporter have been created and used accordingly. * The whole output to standard output and/or logfile is driven via the logging module: the only case where the print is used is when the --json parameter is specified. This is needed becase all output (including third party application as well) needs to be disabled otherwise it might corrupt the json output in the standard output. * Debug information is logged into the log file and printed to stdout when the output format is plain_text. * Update E2E test and config to cope with the new mechanism of outputting json data to standard output. Change-Id: I4395800b0b1af4d24406a828d780bdeef98cd413
2023-01-31MLIA-785 Enable export into json for enumsDmitrii Agibov
Change-Id: I8e4d5d04f6b1b252dae872ea76d2bd8c41f4b376
2023-01-16MLIA-741/2 Report test resultsRuomei Yan
- add version extraction function in compat.py - create Metadata, MLIAMetadata, TOSAMetadata and MetadataDisplay classes - update the reporting functions so tosa and mlia version will be displayed in output json - update unit test test_configure_and_get_tosa_advisor to mock the get_events function - update the copyright information of all changed/added files - handle exception and report to json when program crashes - write new context managers for capturing stderr and stdout - support reporting stderr to json output - support reporting model checksum and model name to json output - made changes in test_e2e.py handling {model_name} replacement in --output - add unit tests Change-Id: I6629fd1c5754378e6accd488217c83d87c7eb6f1
2023-01-10MLIA-650 Implement new CLI changesRaul Farkas
Breaking change in the CLI and API: Sub-commands "optimization", "operators", and "performance" were replaced by "check", which incorporates compatibility and performance checks, and "optimize" which is used for optimization. "get_advice" API was adapted to these CLI changes. API changes: * Remove previous advice category "all" that would perform all three operations (when possible). Replace them with the ability to pass a set of the advice categories. * Update api.get_advice method docstring to reflect new changes. * Set default advice category to COMPATIBILITY * Update core.common.AdviceCategory by changing the "OPERATORS" advice category to "COMPATIBILITY" and removing "ALL" enum type. Update all subsequent methods that previously used "OPERATORS" to use "COMPATIBILITY". * Update core.context.ExecutionContext to have "COMPATIBILITY" as default advice_category instead of "ALL". * Remove api.generate_supported_operators_report and all related functions from cli.commands, cli.helpers, cli.main, cli.options, core.helpers * Update tests to reflect new API changes. CLI changes: * Update README.md to contain information on the new CLI * Remove the ability to generate supported operators support from MLIA CLI * Replace `mlia ops` and `mlia perf` with the new `mlia check` command that can be used to perform both operations. * Replace `mlia opt` with the new `mlia optimize` command. * Replace `--evaluate-on` flag with `--backend` flag * Replace `--verbose` flag with `--debug` flag (no behaviour change). * Remove the ability for the user to select MLIA working directory. Create and use a temporary directory in /temp instead. * Change behaviour of `--output` flag to not format the content automatically based on file extension anymore. Instead it will simply redirect to a file. * Add the `--json` flag to specfy that the format of the output should be json. * Add command validators that are used to validate inter-dependent flags (e.g. backend validation based on target_profile). * Add support for selecting built-in backends for both `check` and `optimize` commands. * Add new unit tests and update old ones to test the new CLI changes. * Update RELEASES.md * Update copyright notice Change-Id: Ia6340797c7bee3acbbd26601950e5a16ad5602db
2022-11-16MLIA-649 Support tosa-checker as a backendDmitrii Agibov
- 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
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
2022-11-09MLIA-275 Remove support for CSV outputBenjamin Klimczak
Change-Id: I212c9cad5f2ac28b75b1d9e2fb8f1f8b444b8397
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
2022-09-20Make python syntax consistent across codebaseDmitrii Agibov
- Use pyupgrade tool for the syntax upgrade Change-Id: I3b9ae6cc5da193329e37028cde967ae049388361
2022-09-09MLIA-386 Simplify typing in the source codeDmitrii Agibov
- 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
2022-08-19MLIA-549 Refactor API module to support several target profilesDmitrii Agibov
- Move target specific details out of API module - Move common logic for workflow event handler into a separate class Change-Id: Ic4a22657b722af1c1fead1d478f606ac57325788
2022-07-26MLIA-551 Rework remains of AIET architectureBenjamin Klimczak
Re-factoring the code base to further merge the old AIET code into MLIA. - Remove last traces of the backend type 'tool' - Controlled systems removed, including SSH protocol, controller, RunningCommand, locks etc. - Build command / build dir and deploy functionality removed from Applications and Systems - Moving working_dir() - Replace module 'output_parser' with new module 'output_consumer' and merge Base64 parsing into it - Change the output consumption to optionally remove (i.e. actually consume) lines - Use Base64 parsing in GenericInferenceOutputParser, replacing the regex-based parsing and remove the now unused regex parsing - Remove AIET reporting - Pre-install applications by moving them to src/mlia/resources/backends - Rename aiet-config.json to backend-config.json - Move tests from tests/mlia/ to tests/ - Adapt unit tests to code changes - Dependencies removed: paramiko, filelock, psutil - Fix bug in corstone.py: The wrong resource directory was used which broke the functionality to download backends. - Use f-string formatting. - Use logging instead of print. Change-Id: I768bc3bb6b2eda57d219ad01be4a8e0a74167d76
2022-06-27MLIA-522 No 'perf' in mode 'all' for TFLite filesBenjamin Klimczak
Fix the issue that no performance information is shown for TFLite files when the mode 'all_tests' is used. Change-Id: I8b4df4ab84ba9783b582ad449a34bf6177037e14
2022-05-30Add MLIA codebase0.3.0-rc.1Diego Russo
Add MLIA codebase including sources and tests. Change-Id: Id41707559bd721edd114793618d12ccd188d8dbd
generated by cgit v1.2.1 (git 2.23.0) at 2024-06-08 20:20:01 +0000