From 0efca3cadbad5517a59884576ddb90cfe7ac30f8 Mon Sep 17 00:00:00 2001 From: Diego Russo Date: Mon, 30 May 2022 13:34:14 +0100 Subject: Add MLIA codebase Add MLIA codebase including sources and tests. Change-Id: Id41707559bd721edd114793618d12ccd188d8dbd --- src/mlia/cli/config.py | 64 ++++++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 64 insertions(+) create mode 100644 src/mlia/cli/config.py (limited to 'src/mlia/cli/config.py') diff --git a/src/mlia/cli/config.py b/src/mlia/cli/config.py new file mode 100644 index 0000000..838b051 --- /dev/null +++ b/src/mlia/cli/config.py @@ -0,0 +1,64 @@ +# SPDX-FileCopyrightText: Copyright 2022, Arm Limited and/or its affiliates. +# SPDX-License-Identifier: Apache-2.0 +"""Environment configuration functions.""" +import logging +from functools import lru_cache +from typing import List + +import mlia.tools.aiet_wrapper as aiet +from mlia.tools.metadata.common import DefaultInstallationManager +from mlia.tools.metadata.common import InstallationManager +from mlia.tools.metadata.corstone import get_corstone_installations + +logger = logging.getLogger(__name__) + + +def get_installation_manager(noninteractive: bool = False) -> InstallationManager: + """Return installation manager.""" + backends = get_corstone_installations() + + return DefaultInstallationManager(backends, noninteractive=noninteractive) + + +@lru_cache +def get_available_backends() -> List[str]: + """Return list of the available backends.""" + available_backends = ["Vela"] + + # Add backends using AIET + manager = get_installation_manager() + available_backends.extend( + ( + backend + for backend in aiet.supported_backends() + if manager.backend_installed(backend) + ) + ) + + return available_backends + + +# List of mutually exclusive Corstone backends ordered by priority +_CORSTONE_EXCLUSIVE_PRIORITY = ("Corstone-310", "Corstone-300") + + +def get_default_backends() -> List[str]: + """Get default backends for evaluation.""" + backends = get_available_backends() + + # Filter backends to only include one Corstone backend + for corstone in _CORSTONE_EXCLUSIVE_PRIORITY: + if corstone in backends: + backends = [ + backend + for backend in backends + if backend == corstone or backend not in _CORSTONE_EXCLUSIVE_PRIORITY + ] + break + + return backends + + +def is_corstone_backend(backend: str) -> bool: + """Check if the given backend is a Corstone backend.""" + return backend in _CORSTONE_EXCLUSIVE_PRIORITY -- cgit v1.2.1