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[2/x]: fix numerics integration test and test delayed vs dynamic #291
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Summary: 1. the SAM test wasn't easy to use because it had real weights and hence required real data for useful testing, which is not convenient from an integration test. Switched to LLaMa FFN with random weights, and made all the thresholds tight to actually check numerics are close. 2. extended numerics test to check all combinations of delayed vs dynamic 3. to be able to do (2), extended the module swap utility to configure delayed vs dynamic on a model level, for now without an option to customize further Test Plan: ``` pytest test/test_numerics_integration.py -s -x ``` Reviewers: Subscribers: Tasks: Tags: [ghstack-poisoned]
vkuzo
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Jun 28, 2024
Summary: 1. the SAM test wasn't easy to use because it had real weights and hence required real data for useful testing, which is not convenient from an integration test. Switched to LLaMa FFN with random weights, and made all the thresholds tight to actually check numerics are close. 2. extended numerics test to check all combinations of delayed vs dynamic 3. to be able to do (2), extended the module swap utility to configure delayed vs dynamic on a model level, for now without an option to customize further Test Plan: ``` pytest test/test_numerics_integration.py -s -x ``` Reviewers: Subscribers: Tasks: Tags: ghstack-source-id: 954ce82 Pull Request resolved: #291
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| @@ -5,8 +5,8 @@ set -e | |||
| IS_ROCM=$(rocm-smi --version || true) | |||
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| pytest test/test_base.py | |||
| pytest test/test_sam.py | |||
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love it, this test has been annoying
drisspg
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Jun 28, 2024
| model_fp8_out.sum().backward() | ||
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| out_sqnr = compute_error(model_ref_out, model_fp8_out) | ||
| assert out_sqnr > 20.0 |
drisspg
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Jun 28, 2024
…ynamic" Summary: 1. the SAM test wasn't easy to use because it had real weights and hence required real data for useful testing, which is not convenient from an integration test. Switched to LLaMa FFN with random weights, and made all the thresholds tight to actually check numerics are close. 2. extended numerics test to check all combinations of delayed vs dynamic 3. to be able to do (2), extended the module swap utility to configure delayed vs dynamic on a model level, for now without an option to customize further Test Plan: ``` pytest test/test_numerics_integration.py -s -x ./test/test_everything.sh ``` Reviewers: Subscribers: Tasks: Tags: [ghstack-poisoned]
This was referenced Jul 1, 2024
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@vkuzo has imported this pull request. If you are a Meta employee, you can view this diff on Phabricator. |
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This pull request has been merged in 1e71def. |
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Stack from ghstack (oldest at bottom):
Summary:
required real data for useful testing, which is not convenient from
an integration test. Switched to LLaMa FFN with random weights, and
made all the thresholds tight to actually check numerics are close.
dynamic
delayed vs dynamic on a model level, for now without an option to
customize further
Test Plan:
Reviewers:
Subscribers:
Tasks:
Tags:
Differential Revision: D59305796