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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
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Use the backend registry to manage installation routines for different
backends as well. This makes the process more generic and allows us
to move towards plug & play for backends (i.e. there should be no code
changes needed in the general MLIA code to add/support new backends).
Change-Id: Ib7c772ec52b2f4d857c2c9871e44dfff97e9d970
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- Use the target/backend registries to avoid hard-coded names.
- Cache target profiles to avoid re-loading them
Change-Id: I474b7c9ef23894e1d8a3ea06d13a37652054c62e
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Save the target profile file in the output directory.
Change-Id: I886e52cb922c5425e749b154bd67a5d294ce0201
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New class 'TargetProfile' is used to load and verify target profiles.
Change-Id: I76373a923e2e5f55c4e95860635afe9fc5627a5d
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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
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Change-Id: Ieeaa9188ea1e29e2ccaad7475d457bce71e3140d
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