MLIA-650 Implement new CLI changes

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

1 files changed, 19 insertions, 15 deletions

diff --git a/src/mlia/target/ethos_u/advice_generation.py b/src/mlia/target/ethos_u/advice_generation.py
index edd78fd..daae4f4 100644
--- a/src/mlia/target/ethos_u/advice_generation.py
+++ b/src/mlia/target/ethos_u/advice_generation.py
@@ -1,4 +1,4 @@
-# SPDX-FileCopyrightText: Copyright 2022, Arm Limited and/or its affiliates.
+# SPDX-FileCopyrightText: Copyright 2022-2023, Arm Limited and/or its affiliates.
 # SPDX-License-Identifier: Apache-2.0
 """Ethos-U advice generation."""
 from __future__ import annotations
@@ -26,7 +26,7 @@ class EthosUAdviceProducer(FactBasedAdviceProducer):
         """Produce advice."""
 
     @produce_advice.register
-    @advice_category(AdviceCategory.OPERATORS, AdviceCategory.ALL)
+    @advice_category(AdviceCategory.COMPATIBILITY)
     def handle_cpu_only_ops(self, data_item: HasCPUOnlyOperators) -> None:
         """Advice for CPU only operators."""
         cpu_only_ops = ",".join(sorted(set(data_item.cpu_only_ops)))
@@ -40,11 +40,10 @@ class EthosUAdviceProducer(FactBasedAdviceProducer):
                 "Using operators that are supported by the NPU will "
                 "improve performance.",
             ]
-            + self.context.action_resolver.supported_operators_info()
         )
 
     @produce_advice.register
-    @advice_category(AdviceCategory.OPERATORS, AdviceCategory.ALL)
+    @advice_category(AdviceCategory.COMPATIBILITY)
     def handle_unsupported_operators(
         self, data_item: HasUnsupportedOnNPUOperators
     ) -> None:
@@ -60,21 +59,25 @@ class EthosUAdviceProducer(FactBasedAdviceProducer):
         )
 
     @produce_advice.register
-    @advice_category(AdviceCategory.OPERATORS, AdviceCategory.ALL)
+    @advice_category(AdviceCategory.COMPATIBILITY)
     def handle_all_operators_supported(
         self, _data_item: AllOperatorsSupportedOnNPU
     ) -> None:
         """Advice if all operators supported."""
-        self.add_advice(
-            [
-                "You don't have any unsupported operators, your model will "
-                "run completely on NPU."
-            ]
-            + self.context.action_resolver.check_performance()
-        )
+        advice = [
+            "You don't have any unsupported operators, your model will "
+            "run completely on NPU."
+        ]
+        if self.context.advice_category != (
+            AdviceCategory.COMPATIBILITY,
+            AdviceCategory.PERFORMANCE,
+        ):
+            advice += self.context.action_resolver.check_performance()
+
+        self.add_advice(advice)
 
     @produce_advice.register
-    @advice_category(AdviceCategory.OPTIMIZATION, AdviceCategory.ALL)
+    @advice_category(AdviceCategory.OPTIMIZATION)
     def handle_optimization_results(self, data_item: OptimizationResults) -> None:
         """Advice based on optimization results."""
         if not data_item.diffs or len(data_item.diffs) != 1:
@@ -202,5 +205,6 @@ class EthosUStaticAdviceProducer(ContextAwareAdviceProducer):
                 )
             ],
         }
-
-        return advice_per_category.get(self.context.advice_category, [])
+        if len(self.context.advice_category) == 1:
+            return advice_per_category.get(list(self.context.advice_category)[0], [])
+        return []