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Capture max memory reserved and malloc_retries metric #2520

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@che-sh che-sh commented Oct 24, 2024

Summary:

This diff

Adds two metrics to the pipeline benchmarks:

  • num_alloc_retries - this is bumped by one every time allocator cannot grab memory from device, and have to perform memory defrag/reclaiming
  • max reserved memory - metric that captures the total reserved memory in addition to already collected max allocated memory

Differential Revision: D64896100

@facebook-github-bot facebook-github-bot added the CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed. label Oct 24, 2024
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This pull request was exported from Phabricator. Differential Revision: D64896100

che-sh added a commit to che-sh/torchrec that referenced this pull request Oct 25, 2024
Summary:

# This diff

Adds two metrics to the pipeline benchmarks:
* `num_alloc_retries` - this is bumped by one every time allocator cannot grab memory from device, and have to perform memory defrag/reclaiming
* `max reserved memory` - metric that captures the total reserved memory in addition to already collected `max allocated memory`

Differential Revision: D64896100
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This pull request was exported from Phabricator. Differential Revision: D64896100

che-sh added a commit to che-sh/torchrec that referenced this pull request Oct 28, 2024
Summary:

# This diff

Adds two metrics to the pipeline benchmarks:
* `num_alloc_retries` - this is bumped by one every time allocator cannot grab memory from device, and have to perform memory defrag/reclaiming
* `max reserved memory` - metric that captures the total reserved memory in addition to already collected `max allocated memory`

Differential Revision: D64896100
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This pull request was exported from Phabricator. Differential Revision: D64896100

che-sh added a commit to che-sh/torchrec that referenced this pull request Oct 30, 2024
Summary:

# This diff

Adds two metrics to the pipeline benchmarks:
* `num_alloc_retries` - this is bumped by one every time allocator cannot grab memory from device, and have to perform memory defrag/reclaiming
* `max reserved memory` - metric that captures the total reserved memory in addition to already collected `max allocated memory`

Reviewed By: dstaay-fb

Differential Revision: D64896100
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This pull request was exported from Phabricator. Differential Revision: D64896100

Summary:
Pull Request resolved: pytorch#2520

# This diff

Adds two metrics to the pipeline benchmarks:
* `num_alloc_retries` - this is bumped by one every time allocator cannot grab memory from device, and have to perform memory defrag/reclaiming
* `max reserved memory` - metric that captures the total reserved memory in addition to already collected `max allocated memory`

Reviewed By: dstaay-fb

Differential Revision: D64896100
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This pull request was exported from Phabricator. Differential Revision: D64896100

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