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flashinfer / wrapper0af255

flashinfer_wrapper_0af255 · FlashInfer-Bench baselines · python · Apache-2.0

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Vendorable · source mirrored · Apache-2.0View source →

No package. Vendor the mirrored source: 15 lines, Apache-2.0, pinned at da91508.

main.py
curl "https://kernelindex.com/api/v1/implementations/flashinfer-flashinfer-wrapper-0af255?include=source"
interfacepython
revisionda915083d4c7
symbolrun
pathmain.py
Compatibility
measured onNVIDIA B200
declared hardwareNVIDIA A100, NVIDIA B200, NVIDIA GeForce RTX 4090, NVIDIA H100, NVIDIA H20, NVIDIA H200
architecturesunknown
dtypesbf16

Benchmark evidence

7 measurements across 1 GPU, fastest first.

Operation / workload
Hardware
Latency
Rank
Observed
RMSNorm h2048bf16 · [2048] · batch_size=1
NVIDIA B200
6.86µs
#3 of 7
2025-10-21
RMSNorm h2048bf16 · [2048] · batch_size=34
NVIDIA B200
7.09µs
#2 of 7
2025-10-21
RMSNorm h2048bf16 · [2048] · batch_size=6
NVIDIA B200
7.16µs
#3 of 7
2025-10-21
RMSNorm h2048bf16 · [2048] · batch_size=64
NVIDIA B200
7.29µs
#2 of 7
2025-10-21
RMSNorm h2048bf16 · [2048] · batch_size=79
NVIDIA B200
7.37µs
#2 of 7
2025-10-21
RMSNorm h2048bf16 · [2048] · batch_size=12383
NVIDIA B200
32.8µs
#2 of 7
2025-10-21
RMSNorm h2048bf16 · [2048] · batch_size=16254
NVIDIA B200
40.9µs
#2 of 7
2025-10-21

Reported · How evidence levels are derived →

Source and license

sourcehttps://huggingface.co/datasets/flashinfer-ai/flashinfer-trace
commitda915083d4c7c5e61aa3005e3d17ae488e0fc71c
revision digestsha256:ef3aef1fe5ba1a51849b834facf7c69937b309a60fda72dffa8933ae2ea8ff15
license declaredApache-2.0
license concludedApache-2.0
authorsbaseline
imported2026-08-16

Kernel source

main.py15 lines
import torch
import flashinfer


def run(hidden_states, weight):
    batch_size, hidden_size = hidden_states.shape
    
    assert hidden_size == 2048
    
    EPS = 1e-6
    
    output = flashinfer.norm.rmsnorm(hidden_states, weight, eps=EPS)
    
    return output

Source code from FlashInfer-Bench (flashinfer-ai/flashinfer-trace) · Apache-2.0

Best evidence level for this revision: reported

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