-
-
Notifications
You must be signed in to change notification settings - Fork 10.4k
Add H100 fused MoE config #25398
New issue
Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.
By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.
Already on GitHub? Sign in to your account
Open
skyloevil
wants to merge
2
commits into
vllm-project:main
Choose a base branch
from
skyloevil:feature/h100-moe-config
base: main
Could not load branches
Branch not found: {{ refName }}
Loading
Could not load tags
Nothing to show
Loading
Are you sure you want to change the base?
Some commits from the old base branch may be removed from the timeline,
and old review comments may become outdated.
+146
−0
Open
Add H100 fused MoE config #25398
Changes from all commits
Commits
Show all changes
2 commits
Select commit
Hold shift + click to select a range
File filter
Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
There are no files selected for viewing
146 changes: 146 additions & 0 deletions
146
...ers/fused_moe/configs/E=128,N=384,device_name=NVIDIA_H100_PCIe,block_shape=[128,128].json
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
| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,146 @@ | ||
| { | ||
| "1": { | ||
| "BLOCK_SIZE_M": 16, | ||
| "BLOCK_SIZE_N": 32, | ||
| "BLOCK_SIZE_K": 64, | ||
| "GROUP_SIZE_M": 1, | ||
| "num_warps": 4, | ||
| "num_stages": 4 | ||
| }, | ||
| "2": { | ||
| "BLOCK_SIZE_M": 16, | ||
| "BLOCK_SIZE_N": 32, | ||
| "BLOCK_SIZE_K": 64, | ||
| "GROUP_SIZE_M": 1, | ||
| "num_warps": 4, | ||
| "num_stages": 4 | ||
| }, | ||
| "4": { | ||
| "BLOCK_SIZE_M": 16, | ||
| "BLOCK_SIZE_N": 32, | ||
| "BLOCK_SIZE_K": 64, | ||
| "GROUP_SIZE_M": 64, | ||
| "num_warps": 4, | ||
| "num_stages": 3 | ||
| }, | ||
| "8": { | ||
| "BLOCK_SIZE_M": 16, | ||
| "BLOCK_SIZE_N": 128, | ||
| "BLOCK_SIZE_K": 128, | ||
| "GROUP_SIZE_M": 64, | ||
| "num_warps": 8, | ||
| "num_stages": 2 | ||
| }, | ||
| "16": { | ||
| "BLOCK_SIZE_M": 16, | ||
| "BLOCK_SIZE_N": 32, | ||
| "BLOCK_SIZE_K": 128, | ||
| "GROUP_SIZE_M": 64, | ||
| "num_warps": 4, | ||
| "num_stages": 2 | ||
| }, | ||
| "24": { | ||
| "BLOCK_SIZE_M": 16, | ||
| "BLOCK_SIZE_N": 64, | ||
| "BLOCK_SIZE_K": 256, | ||
| "GROUP_SIZE_M": 16, | ||
| "num_warps": 4, | ||
| "num_stages": 3 | ||
| }, | ||
| "32": { | ||
| "BLOCK_SIZE_M": 16, | ||
| "BLOCK_SIZE_N": 32, | ||
| "BLOCK_SIZE_K": 128, | ||
| "GROUP_SIZE_M": 64, | ||
| "num_warps": 4, | ||
| "num_stages": 5 | ||
| }, | ||
| "48": { | ||
| "BLOCK_SIZE_M": 16, | ||
| "BLOCK_SIZE_N": 128, | ||
| "BLOCK_SIZE_K": 128, | ||
| "GROUP_SIZE_M": 1, | ||
| "num_warps": 8, | ||
| "num_stages": 3 | ||
| }, | ||
| "64": { | ||
| "BLOCK_SIZE_M": 16, | ||
| "BLOCK_SIZE_N": 128, | ||
| "BLOCK_SIZE_K": 64, | ||
| "GROUP_SIZE_M": 1, | ||
| "num_warps": 8, | ||
| "num_stages": 3 | ||
| }, | ||
| "96": { | ||
| "BLOCK_SIZE_M": 16, | ||
| "BLOCK_SIZE_N": 128, | ||
| "BLOCK_SIZE_K": 64, | ||
| "GROUP_SIZE_M": 1, | ||
| "num_warps": 8, | ||
| "num_stages": 3 | ||
| }, | ||
| "128": { | ||
| "BLOCK_SIZE_M": 16, | ||
| "BLOCK_SIZE_N": 128, | ||
| "BLOCK_SIZE_K": 64, | ||
| "GROUP_SIZE_M": 1, | ||
| "num_warps": 8, | ||
| "num_stages": 3 | ||
| }, | ||
| "256": { | ||
| "BLOCK_SIZE_M": 32, | ||
| "BLOCK_SIZE_N": 64, | ||
| "BLOCK_SIZE_K": 64, | ||
| "GROUP_SIZE_M": 1, | ||
| "num_warps": 4, | ||
| "num_stages": 3 | ||
| }, | ||
| "512": { | ||
| "BLOCK_SIZE_M": 64, | ||
| "BLOCK_SIZE_N": 128, | ||
| "BLOCK_SIZE_K": 64, | ||
| "GROUP_SIZE_M": 16, | ||
| "num_warps": 8, | ||
| "num_stages": 3 | ||
| }, | ||
| "1024": { | ||
| "BLOCK_SIZE_M": 64, | ||
| "BLOCK_SIZE_N": 128, | ||
| "BLOCK_SIZE_K": 64, | ||
| "GROUP_SIZE_M": 1, | ||
| "num_warps": 4, | ||
| "num_stages": 3 | ||
| }, | ||
| "1536": { | ||
| "BLOCK_SIZE_M": 128, | ||
| "BLOCK_SIZE_N": 128, | ||
| "BLOCK_SIZE_K": 64, | ||
| "GROUP_SIZE_M": 1, | ||
| "num_warps": 8, | ||
| "num_stages": 3 | ||
| }, | ||
| "2048": { | ||
| "BLOCK_SIZE_M": 128, | ||
| "BLOCK_SIZE_N": 256, | ||
| "BLOCK_SIZE_K": 64, | ||
| "GROUP_SIZE_M": 1, | ||
| "num_warps": 8, | ||
| "num_stages": 4 | ||
| }, | ||
| "3072": { | ||
| "BLOCK_SIZE_M": 128, | ||
| "BLOCK_SIZE_N": 256, | ||
| "BLOCK_SIZE_K": 64, | ||
| "GROUP_SIZE_M": 1, | ||
| "num_warps": 8, | ||
| "num_stages": 4 | ||
| }, | ||
| "4096": { | ||
| "BLOCK_SIZE_M": 128, | ||
| "BLOCK_SIZE_N": 256, | ||
| "BLOCK_SIZE_K": 64, | ||
| "GROUP_SIZE_M": 1, | ||
| "num_warps": 8, | ||
| "num_stages": 4 | ||
| } | ||
| } | ||
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.
There was a problem hiding this comment.
Choose a reason for hiding this comment
The reason will be displayed to describe this comment to others. Learn more.
The filename for this configuration is missing the
dtypespecifier. According to the pull request description, this configuration is for an FP8 model. At runtime, vLLM constructs the configuration filename including adtypepart (e.g.,dtype=fp8_w8a8for FP8 models). Without this in the filename, this configuration file will not be found, and the fused MoE kernel will fall back to default, likely suboptimal, parameters.To fix this, the file should be renamed to:
E=128,N=384,device_name=NVIDIA_H100_PCIe,dtype=fp8_w8a8,block_shape=[128,128].jsonThis likely occurred because the benchmark script was run without the
--dtype fp8_w8a8flag, which should be used when tuning for FP8 models.