Logging Refactor - Remove Print Statements #139782

basilwong · 2024-11-05T18:54:00Z

Summary:
Removes print statements and implements logging via the logging library.

Hopefully this will allow more control on the level of logging when running models.

Test Plan:

AOT_PARTITIONER_DEBUG=1 buck2 run @mode/opt //aps_models/ads/icvr:icvr_launcher -- mode=local_fb_fm_v4 launcher.num_workers=2

Resulting output paste: P1674535630

Full logs paste: P1674535621

pastry P1674535621 | grep "functorch/partitioners.py" | pastry

Logging results: P1674549514

Differential Revision: D61678215

pytorch-bot · 2024-11-05T18:54:04Z

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🧪 See artifacts and rendered test results at hud.pytorch.org/pr/139782

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facebook-github-bot · 2024-11-05T18:54:12Z

This pull request was exported from Phabricator. Differential Revision: D61678215

torch/_functorch/partitioners.py

Skylion007 · 2024-11-05T19:06:14Z

torch/_functorch/partitioners.py

        )
-        sorted_sizes = sorted([(_size_of(i), str(i)) for i in saved_values])
+        logger.debug(
+            f"Theoretical Per Activation Storage Sizes: {sorted_sizes}"


Ruff will complain about this in a second

Suggested change

f"Theoretical Per Activation Storage Sizes: {sorted_sizes}"

"Theoretical Per Activation Storage Sizes: %s", {sorted_sizes}

zeshengzong · 2024-11-06T09:44:29Z

torch/_functorch/partitioners.py

        )
-        print(
+        logger.debug(
            "Count of Ops Rematerialized: ",


Suggested change

"Count of Ops Rematerialized: ",

"Count of Ops Rematerialized: %s",

Skylion007 · 2024-11-06T16:10:06Z

Check the ruff errors in lintrunner, it will complain for you for a lot of this logging.

Skylion007 · 2024-11-06T16:10:41Z

torch/_functorch/partitioners.py

        if node.op == "call_function":
            cnt[node.target.__name__] += 1
-    print(sorted(cnt.items(), key=lambda x: x[1], reverse=True))
+    logger.info(sorted(cnt.items(), key=lambda x: x[1], reverse=True))


Suggested change

logger.info(sorted(cnt.items(), key=lambda x: x[1], reverse=True))

logger.info("%s", sorted(cnt.items(), key=lambda x: x[1], reverse=True)))

facebook-github-bot · 2024-11-06T23:44:03Z

This pull request was exported from Phabricator. Differential Revision: D61678215

facebook-github-bot · 2024-11-07T01:57:14Z

This pull request was exported from Phabricator. Differential Revision: D61678215

basilwong · 2024-11-07T01:57:42Z

Updated the diff based on comments. Testing also confirms the output.

facebook-github-bot · 2024-11-07T02:01:03Z

This pull request was exported from Phabricator. Differential Revision: D61678215

basilwong · 2024-11-07T02:19:35Z

@pytorchbot label "topic: not user facing"

facebook-github-bot · 2024-11-07T09:31:31Z

This pull request was exported from Phabricator. Differential Revision: D61678215

facebook-github-bot · 2024-11-07T09:34:19Z

This pull request was exported from Phabricator. Differential Revision: D61678215

linux-foundation-easycla · 2024-11-07T09:34:23Z

The committers listed above are authorized under a signed CLA.

✅ login: basilwong / name: Basil Wong (91b30fe)

basilwong · 2024-11-07T09:40:40Z

/easycla

huydhn · 2024-11-12T17:15:34Z

@pytorchbot rebase

pytorchmergebot · 2024-11-12T17:17:17Z

@pytorchbot started a rebase job onto refs/remotes/origin/viable/strict. Check the current status here

pytorchmergebot · 2024-11-12T17:17:19Z

Successfully rebased export-D61678215 onto refs/remotes/origin/viable/strict, please pull locally before adding more changes (for example, via git checkout export-D61678215 && git pull --rebase)

facebook-github-bot · 2024-11-12T18:04:03Z

This pull request was exported from Phabricator. Differential Revision: D61678215

Summary: Removes print statements and implements logging via the logging library. Hopefully this will allow more control on the level of logging when running models. Test Plan: ``` AOT_PARTITIONER_DEBUG=1 buck2 run mode/opt //aps_models/ads/icvr:icvr_launcher -- mode=local_fb_fm_v4 launcher.num_workers=2 ``` Resulting output paste: P1674535630 * Full logs paste: P1674535621 ``` pastry P1674535621 | grep "functorch/partitioners.py" | pastry ``` Logging results: P1674549514 Reviewed By: paryxyt Differential Revision: D61678215

facebook-github-bot · 2024-11-12T18:17:45Z

This pull request was exported from Phabricator. Differential Revision: D61678215

facebook-github-bot · 2024-11-12T23:12:00Z

This pull request was exported from Phabricator. Differential Revision: D61678215

Summary: Removes print statements and implements logging via the logging library. Hopefully this will allow more control on the level of logging when running models. Test Plan: ``` AOT_PARTITIONER_DEBUG=1 buck2 run mode/opt //aps_models/ads/icvr:icvr_launcher -- mode=local_fb_fm_v4 launcher.num_workers=2 ``` Resulting output paste: P1674535630 * Full logs paste: P1674535621 ``` pastry P1674535621 | grep "functorch/partitioners.py" | pastry ``` Logging results: P1674549514 Reviewed By: paryxyt Differential Revision: D61678215

facebook-github-bot · 2024-11-12T23:57:32Z

This pull request was exported from Phabricator. Differential Revision: D61678215

facebook-github-bot · 2024-11-13T23:01:15Z

@pytorchbot merge

(Initiating merge automatically since Phabricator Diff has merged)

pytorchmergebot · 2024-11-13T23:03:38Z

Merge started

Your change will be merged once all checks pass (ETA 0-4 Hours).

Learn more about merging in the wiki.

Questions? Feedback? Please reach out to the PyTorch DevX Team

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Summary: Removes print statements and implements logging via the logging library. Hopefully this will allow more control on the level of logging when running models. Test Plan: ``` AOT_PARTITIONER_DEBUG=1 buck2 run @mode/opt //aps_models/ads/icvr:icvr_launcher -- mode=local_fb_fm_v4 launcher.num_workers=2 ``` Resulting output paste: P1674535630 * Full logs paste: P1674535621 ``` pastry P1674535621 | grep "functorch/partitioners.py" | pastry ``` Logging results: P1674549514 Differential Revision: D61678215 Pull Request resolved: pytorch#139782 Approved by: https://github.com/paryxyt, https://github.com/jansel

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basilwong force-pushed the export-D61678215 branch from 74a1275 to 71de1ef Compare November 6, 2024 23:43

basilwong force-pushed the export-D61678215 branch from 71de1ef to 35c848c Compare November 7, 2024 01:57

basilwong force-pushed the export-D61678215 branch from 35c848c to ef52d8d Compare November 7, 2024 02:00

pytorch-bot bot added the topic: not user facing topic category label Nov 7, 2024

basilwong force-pushed the export-D61678215 branch from ef52d8d to 56053d1 Compare November 7, 2024 09:31

basilwong force-pushed the export-D61678215 branch from 56053d1 to ef57d09 Compare November 7, 2024 09:34

pytorchmergebot force-pushed the export-D61678215 branch from 8fc228a to 93d720c Compare November 12, 2024 17:17

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basilwong force-pushed the export-D61678215 branch from 93d720c to 16d0390 Compare November 12, 2024 18:03

basilwong force-pushed the export-D61678215 branch from 16d0390 to 23fafe2 Compare November 12, 2024 18:17

basilwong force-pushed the export-D61678215 branch from 23fafe2 to 04750b2 Compare November 12, 2024 23:11

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jansel approved these changes Nov 13, 2024

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	f"Theoretical Per Activation Storage Sizes: {sorted_sizes}"
	"Theoretical Per Activation Storage Sizes: %s", {sorted_sizes}

	"Count of Ops Rematerialized: ",
	"Count of Ops Rematerialized: %s",

	logger.info(sorted(cnt.items(), key=lambda x: x[1], reverse=True))
	logger.info("%s", sorted(cnt.items(), key=lambda x: x[1], reverse=True)))

Logging Refactor - Remove Print Statements #139782

Logging Refactor - Remove Print Statements #139782

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