aboutsummaryrefslogtreecommitdiff
path: root/README.md
AgeCommit message (Collapse)Author
2024-03-27fix: Update rewrite target nameMadeleine Dunn
- Rename "fully_connected" to "fully-connected" - This will resolve issues with upstreaming rewrite library changes Signed-off-by: Madeleine Dunn <madeleine.dunn@arm.com> Change-Id: I2f24ae4917a556fd0bd44f0db6ee4e0f7a68cd24
2024-03-14feat: Enable rewrite parameterisationNathan Bailey
Enables user to provide a toml or default profile to change training settings for rewrite optimization Resolves: MLIA-1004 Signed-off-by: Nathan Bailey <nathan.bailey@arm.com> Change-Id: I3bf9f44b9a2062fb71ef36eb32c9a69edcc48061
2024-03-11feat: Add support for Arm Corstone-300 and Corstone-310 on AArch64Benedetta Delfino
- Add support for Corstone-300 download on AArch64 - Add support for Corstone-310 download on AArch64 - Add support for Corstone-310 download on x86 - Add e2e tests and unit tests - Edited README.md to reflect updates Resolves: MLIA-1017 Signed-off-by: Benedetta Delfino <benedetta.delfino@arm.com> Change-Id: I8d54a721f91d67123f65c076313cef12b7df92bd
2023-11-16MLIA-790 Update README.mdAnnie Tallund
- New overview on Arm MLIA Signed-off-by: Annie Tallund <annie.tallund@arm.com> Change-Id: I7da120aefb23ac6434c99c41e65a051f4a0bd8fa
2023-10-11Add a CLI component to enable rewritesRuomei Yan
* Add flags for rewrite (--rewrite, --rewrite-start, --rewrite-end, --rewrite-target) * Refactor CLI interfaces to accept tflite models with optimize for rewrite, keras models with optimize for clustering and pruning * Refactor and move common.py and select.py out of the folder nn/tensorflow/optimizations * Add file nn/rewrite/core/rewrite.py as placeholder * Update/add unit tests * Refactor OptimizeModel in ethos_u/data_collection.py for accepting tflite model case * Extend the logic so that if "--rewrite" is specified, we don't add pruning to also accept TFLite models. * Update README.md Resolves: MLIA-750, MLIA-854, MLIA-865 Signed-off-by: Benjamin Klimczak <benjamin.klimczak@arm.com> Change-Id: I67d85f71fa253d2bad4efe304ad8225970b9622c
2023-09-08MLIA-961 Update pre-commit hook versionsBenjamin Klimczak
- Update dependencies in .pre-commit.yaml - Fix code issues with new linters Change-Id: I36964ecf1a405dd8faac01b4470b56122a7cad17 Signed-off-by: Benjamin Klimczak <benjamin.klimczak@arm.com>
2023-08-21MLIA-881 Update compatible operators for Cortex-ABenjamin Klimczak
Update the compatibility information of the backend for ArmNN TensorFlow Lite Delegate (classic) to version 23.05. Change-Id: I84693842d1a883f7083a6faf7d5ddcd5ecc34e5d Signed-off-by: Benjamin Klimczak <benjamin.klimczak@arm.com>
2023-02-15MLIA-814 Specify required Python version exactlyBenjamin Klimczak
There is an issue with Python 3.8.0 that makes it impossible to use MLIA. It is fixed from Python 3.8.1 onwards. https://github.com/python/cpython/issues/82019 Change-Id: I48c0a5f103fb29561be483875ba706928b7e77d1
2023-02-10MLIA-769 Add "pretty names" for targets / backendsBenjamin Klimczak
- Provide "pretty names" to print information for targets and backends. - Use 'target_config' instead of 'target' if a target profile is used. - Fix minor issue in output regarding the output directory. Change-Id: Ib38231f30b4d609a0d1e8f9c52b2fb547c69cb6a
2023-02-10MLIA-592 Add documentation for using custom target profilesAnnie Tallund
Change-Id: I7dda9c2b99a1464d9682074245584d8c518a9c13
2023-01-30MLIA-784 Make CLI options order independentDmitrii Agibov
- Change logic for parameter "-b/--backend" to avoid dependency between CLI options Change-Id: Ic98cb4eb6340cf249fcaa8ec55d17d21b5664b81
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
2022-11-21MLIA-718 Review the README.mdBenjamin Klimczak
Change-Id: Ibdc5d32e6c0a472fe36186f5d35434b379e02ff4
2022-11-16MLIA-605 Avoid duplicating CLI help in READMEBenjamin Klimczak
Change-Id: If2156a4a4224f54875fb35c95062fde0a6dca907
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
2022-11-15MLIA-649 Strip mlia backend management into a new commandRuomei Yan
* 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
2022-11-11MLIA-705 Add support email in the README.mdDiego Russo
Change-Id: I35b225d6140223fa2ebc7343691da67a99382177
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
2022-11-09MLIA-275 Remove support for CSV outputBenjamin Klimczak
Change-Id: I212c9cad5f2ac28b75b1d9e2fb8f1f8b444b8397
2022-11-09MLIA-675 Re-position inclusive language sectionRaul Farkas
* Fix minor typo * Position inclusive language section at the top of the README.md Change-Id: I90538a497d1acbac3463e9af7eb00091337c69d3
2022-11-08MLIA-675 Add inclusive language section to READMERaul Farkas
Change-Id: If922df0eb21b988da2fa377008c1777499a266c1
2022-11-08MLIA-630 Fix links to other files in README.mdRaul Farkas
* Update setup.py to replace relative paths in README.md with links to files on review.mlplatform.org * Add a mechanism that replaces relative paths to images with the link to the plain image on review.mlplatform.org Change-Id: Ifeb17e3c03e8366bd12665eb9f4a630fc9933e26
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
2022-11-02Add links to other reasurces in README.mdRaul Farkas
* Add link to SECURITY.md and RELEASES.md in the Resources section of README.md Change-Id: I16c5d31f11297c4f62cb62a586b3aaf6f7363e44
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
2022-10-07MLIA-607 Update documentation and commentsDmitrii Agibov
Use "TensorFlow Lite" instead of "TFLite" in documentation and comments Change-Id: Ie4450d72fb2e5261d152d72ab8bd94c3da914c46
2022-09-21MLIA-618 MLIA performance for Ethos-U65-256Ruomei Yan
- added the target profile for ethos-u65-256 - modified the unit tests regarding target profiles - updated the README.md Change-Id: I0f6b50199e735a18f0b436d291c871e1fa0460dd
2022-08-25MLIA-615 Fix format in Trademarks and copyrightsBenjamin Klimczak
Fix formatting of Trademarks and Copyrights section in README. Change-Id: Idd9663fd05cdc9921908ea4a0781b48d19541b32
2022-08-19MLIA-539 Update README with compatibility matrix of backends0.4.0Ruomei Yan
Change-Id: I9f2ee03a5db79fcb14464c5f276d8790b1788bbd
2022-08-19MLIA-601 Update README after reviewRaul Farkas
- Remove `--layers-to-optimize` option from README as it is no longer available in the CLI. - Add `--evaluate-on` option in README for `mlia optimization` and `mlia performance` commands. - Update tosa_checker link with the correct one. Change-Id: Ifc19d244f3e11c24bfbcfd9838c671c13cf91d39
2022-08-19MLIA-579 Add TOSA checker references in the READMEDiego Russo
Add repository and pypi urls of TOSA checker in the README. Change-Id: I83f73d72533485519d79ab8f44aaf80fa313e6b0
2022-08-19MLIA-548 Enable installation of the TOSA checkerDmitrii Agibov
Change-Id: I364527fd2d7990d37c6754907dd3609916e0a31c
2022-06-09Update readme with new contents of --outputRuomei Yan
Change-Id: I00669320303020b1953b3ba505d108b87cb89327
2022-05-30MLIA-509 Update README.md0.3.0Benjamin Klimczak
Address the feedback from the review during out-of-box testing. Change-Id: Ib70fce58240284ca39392988e2321743c5c02600
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 2024-06-20 07:53:18 +0000