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Export experiment duration in seconds in CSV. #2392

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Merged
samet-akcay merged 5 commits into from
Oct 24, 2024
Merged

Export experiment duration in seconds in CSV. #2392

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5d1fda1
Export experiment duration in seconds in CSV.
mzweilin Oct 22, 2024
ef3a295
Update CHANGELOG
mzweilin Oct 22, 2024
9b2514e
Log fit and test durations separately.
mzweilin Oct 23, 2024
e5b73fc
Merge branch 'main' into benchmark_export_job_duration
samet-akcay Oct 24, 2024
921a71d
Merge branch 'main' into benchmark_export_job_duration
samet-akcay Oct 24, 2024
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2 changes: 2 additions & 0 deletions CHANGELOG.md
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Original file line number Diff line number Diff line change
Expand Up @@ -15,6 +15,8 @@ The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/).

### Changed

- Add duration of experiments in seconds in the benchmark CSV result by [mzweilin](https://github.com/mzweilin) in https://github.com/openvinotoolkit/anomalib/pull/2392

### Deprecated

### Fixed
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4 changes: 4 additions & 0 deletions src/anomalib/pipelines/benchmark/job.py
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Expand Up @@ -4,6 +4,7 @@
# SPDX-License-Identifier: Apache-2.0

import logging
import time
from datetime import datetime
from pathlib import Path
from tempfile import TemporaryDirectory
Expand Down Expand Up @@ -48,6 +49,7 @@ def run(
task_id: int | None = None,
) -> dict[str, Any]:
"""Run the benchmark."""
start_time = time.time()
devices: str | list[int] = "auto"
if task_id is not None:
devices = [task_id]
Expand All @@ -61,6 +63,7 @@ def run(
)
engine.fit(self.model, self.datamodule)
test_results = engine.test(self.model, self.datamodule)
duration = time.time() - start_time
# TODO(ashwinvaidya17): Restore throughput
# https://github.com/openvinotoolkit/anomalib/issues/2054
output = {
Expand All @@ -69,6 +72,7 @@ def run(
"model": self.model.__class__.__name__,
"data": self.datamodule.__class__.__name__,
"category": self.datamodule.category,
"duration": int(duration),
**test_results[0],
}
logger.info(f"Completed with result {output}")
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