Add latency profile generator #775
Merged
Conversation
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This change adds a new benchmarking suite called latency-profile-generator which runs serving benchmarks at different request rates to produce latency and throughput numbers at different QPS. This can be used to identify how different models and model servers perform depending on incoming traffic.
Bslabe123
reviewed
Aug 12, 2024
...hmarks/benchmark/tools/latency-profile/manifest-templates/latency-profile-generator.yaml.tpl
Outdated
Show resolved
Hide resolved
benchmarks/benchmark/tools/latency-profile/manifest-templates/hf-secret.yaml.tpl
Outdated
Show resolved
Hide resolved
benchmarks/benchmark/tools/latency-profile/manifest-templates/namespace.yaml.tpl
Outdated
Show resolved
Hide resolved
benchmarks/benchmark/tools/latency-profile/manifest-templates/service-account.yaml.tpl
Outdated
Show resolved
Hide resolved
achandrasekar
changed the title
achandrasekar
commented
Aug 21, 2024
annapendleton
approved these changes
Aug 23, 2024
Bslabe123
approved these changes
Aug 23, 2024
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
This change adds a new benchmarking suite called latency-profile-generator which runs serving benchmarks at different request rates to produce latency and throughput numbers at different QPS. This can be used to identify how different models and model servers perform depending on incoming traffic.