A4 & A4X TRTLLM GKE single-host inference benchmarking recipes#146
Open
A4 & A4X TRTLLM GKE single-host inference benchmarking recipes#146
Conversation
hmhv1222
force-pushed
the
mhvictorhau-20260303-a4-a4x-trtllm-benchmarking
branch
from
3ba13b6 to
875e36b
Compare
…hange default number of GPUs in A4 TRTLLM inference recipe
Adding recipe for A4 for WAN
* Adding the A4x wan receipe
…odes. (#148) * Adding recipe for Llama3.1-70B with gbs 256 * Remove '-32node' suffix from WORKLOAD_NAME * Add HF_TOKEN environment variable in launcher.sh Added environment variable for Hugging Face token.
…her flags #recipebot
…ncher modification
This file contains hidden or 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
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
8 participants
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Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be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.
A4 & A4X TRTLLM GKE single-host inference benchmarking recipes, ReadMe files and config YAML files for benchmarking with certain configurations and parallelism hyperparameters.
Tested and validated on A4 and A4X GKE nodes for TRTLLM inference benchmarking with certain TP, PP, EP, number of GPU chips, input & output sequence length, precision.
Model YAML files only show a certain combination of parallelism hyperparameters and configs. Input and output length needs to be adjusted according to the model and its configs.