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Diffstat (limited to 'src/mlia/devices/ethosu/handlers.py')
-rw-r--r-- | src/mlia/devices/ethosu/handlers.py | 55 |
1 files changed, 0 insertions, 55 deletions
diff --git a/src/mlia/devices/ethosu/handlers.py b/src/mlia/devices/ethosu/handlers.py deleted file mode 100644 index f010bdb..0000000 --- a/src/mlia/devices/ethosu/handlers.py +++ /dev/null @@ -1,55 +0,0 @@ -# SPDX-FileCopyrightText: Copyright 2022, Arm Limited and/or its affiliates. -# SPDX-License-Identifier: Apache-2.0 -"""Event handler.""" -from __future__ import annotations - -import logging - -from mlia.backend.vela.compat import Operators -from mlia.core.events import CollectedDataEvent -from mlia.core.handlers import WorkflowEventsHandler -from mlia.core.typing import PathOrFileLike -from mlia.devices.ethosu.events import EthosUAdvisorEventHandler -from mlia.devices.ethosu.events import EthosUAdvisorStartedEvent -from mlia.devices.ethosu.performance import OptimizationPerformanceMetrics -from mlia.devices.ethosu.performance import PerformanceMetrics -from mlia.devices.ethosu.reporters import ethos_u_formatters - -logger = logging.getLogger(__name__) - - -class EthosUEventHandler(WorkflowEventsHandler, EthosUAdvisorEventHandler): - """CLI event handler.""" - - def __init__(self, output: PathOrFileLike | None = None) -> None: - """Init event handler.""" - super().__init__(ethos_u_formatters, output) - - def on_collected_data(self, event: CollectedDataEvent) -> None: - """Handle CollectedDataEvent event.""" - data_item = event.data_item - - if isinstance(data_item, Operators): - self.reporter.submit([data_item.ops, data_item], delay_print=True) - - if isinstance(data_item, PerformanceMetrics): - self.reporter.submit(data_item, delay_print=True, space=True) - - if isinstance(data_item, OptimizationPerformanceMetrics): - original_metrics = data_item.original_perf_metrics - if not data_item.optimizations_perf_metrics: - return - - _opt_settings, optimized_metrics = data_item.optimizations_perf_metrics[0] - - self.reporter.submit( - [original_metrics, optimized_metrics], - delay_print=True, - columns_name="Metrics", - title="Performance metrics", - space=True, - ) - - def on_ethos_u_advisor_started(self, event: EthosUAdvisorStartedEvent) -> None: - """Handle EthosUAdvisorStarted event.""" - self.reporter.submit(event.device) |