aboutsummaryrefslogtreecommitdiff
path: root/src/mlia/cli/config.py
diff options
context:
space:
mode:
Diffstat (limited to 'src/mlia/cli/config.py')
-rw-r--r--src/mlia/cli/config.py69
1 files changed, 0 insertions, 69 deletions
diff --git a/src/mlia/cli/config.py b/src/mlia/cli/config.py
deleted file mode 100644
index 433300c..0000000
--- a/src/mlia/cli/config.py
+++ /dev/null
@@ -1,69 +0,0 @@
-# SPDX-FileCopyrightText: Copyright 2022-2023, Arm Limited and/or its affiliates.
-# SPDX-License-Identifier: Apache-2.0
-"""Environment configuration functions."""
-from __future__ import annotations
-
-import logging
-
-from mlia.backend.manager import get_installation_manager
-from mlia.target.registry import all_supported_backends
-
-logger = logging.getLogger(__name__)
-
-DEFAULT_PRUNING_TARGET = 0.5
-DEFAULT_CLUSTERING_TARGET = 32
-
-
-def get_available_backends() -> list[str]:
- """Return list of the available backends."""
- available_backends = ["Vela", "ArmNNTFLiteDelegate"]
-
- # Add backends using backend manager
- manager = get_installation_manager()
- available_backends.extend(
- backend
- for backend in all_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")
-_NON_ETHOS_U_BACKENDS = ("tosa-checker", "ArmNNTFLiteDelegate")
-
-
-def get_ethos_u_default_backends(backends: list[str]) -> list[str]:
- """Get Ethos-U default backends for evaluation."""
- return [x for x in backends if x not in _NON_ETHOS_U_BACKENDS]
-
-
-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 get_default_backends_dict() -> dict[str, list[str]]:
- """Return default backends for all targets."""
- default_backends = get_default_backends()
- ethos_u_defaults = get_ethos_u_default_backends(default_backends)
-
- return {
- "ethos-u55": ethos_u_defaults,
- "ethos-u65": ethos_u_defaults,
- "tosa": ["tosa-checker"],
- "cortex-a": ["ArmNNTFLiteDelegate"],
- }