diff options
Diffstat (limited to 'src/mlia/devices/ethosu/reporters.py')
-rw-r--r-- | src/mlia/devices/ethosu/reporters.py | 19 |
1 files changed, 9 insertions, 10 deletions
diff --git a/src/mlia/devices/ethosu/reporters.py b/src/mlia/devices/ethosu/reporters.py index b3aea24..f11430c 100644 --- a/src/mlia/devices/ethosu/reporters.py +++ b/src/mlia/devices/ethosu/reporters.py @@ -1,12 +1,11 @@ # SPDX-FileCopyrightText: Copyright 2022, Arm Limited and/or its affiliates. # SPDX-License-Identifier: Apache-2.0 """Reports module.""" +from __future__ import annotations + from collections import defaultdict from typing import Any from typing import Callable -from typing import List -from typing import Tuple -from typing import Union from mlia.core.advice_generation import Advice from mlia.core.reporting import BytesCell @@ -52,7 +51,7 @@ def report_operators_stat(operators: Operators) -> Report: ) -def report_operators(ops: List[Operator]) -> Report: +def report_operators(ops: list[Operator]) -> Report: """Return table representation for the list of operators.""" columns = [ Column("#", only_for=["plain_text"]), @@ -235,11 +234,11 @@ def report_device_details(device: EthosUConfiguration) -> Report: ) -def metrics_as_records(perf_metrics: List[PerformanceMetrics]) -> List[Tuple]: +def metrics_as_records(perf_metrics: list[PerformanceMetrics]) -> list[tuple]: """Convert perf metrics object into list of records.""" perf_metrics = [item.in_kilobytes() for item in perf_metrics] - def _cycles_as_records(perf_metrics: List[PerformanceMetrics]) -> List[Tuple]: + def _cycles_as_records(perf_metrics: list[PerformanceMetrics]) -> list[tuple]: metric_map = defaultdict(list) for metrics in perf_metrics: if not metrics.npu_cycles: @@ -253,7 +252,7 @@ def metrics_as_records(perf_metrics: List[PerformanceMetrics]) -> List[Tuple]: for name, values in metric_map.items() ] - def _memory_usage_as_records(perf_metrics: List[PerformanceMetrics]) -> List[Tuple]: + def _memory_usage_as_records(perf_metrics: list[PerformanceMetrics]) -> list[tuple]: metric_map = defaultdict(list) for metrics in perf_metrics: if not metrics.memory_usage: @@ -276,7 +275,7 @@ def metrics_as_records(perf_metrics: List[PerformanceMetrics]) -> List[Tuple]: if all(val > 0 for val in values) ] - def _data_beats_as_records(perf_metrics: List[PerformanceMetrics]) -> List[Tuple]: + def _data_beats_as_records(perf_metrics: list[PerformanceMetrics]) -> list[tuple]: metric_map = defaultdict(list) for metrics in perf_metrics: if not metrics.npu_cycles: @@ -308,7 +307,7 @@ def metrics_as_records(perf_metrics: List[PerformanceMetrics]) -> List[Tuple]: def report_perf_metrics( - perf_metrics: Union[PerformanceMetrics, List[PerformanceMetrics]] + perf_metrics: PerformanceMetrics | list[PerformanceMetrics], ) -> Report: """Return comparison table for the performance metrics.""" if isinstance(perf_metrics, PerformanceMetrics): @@ -361,7 +360,7 @@ def report_perf_metrics( ) -def report_advice(advice: List[Advice]) -> Report: +def report_advice(advice: list[Advice]) -> Report: """Generate report for the advice.""" return Table( columns=[ |