submission 740392
ftyghome · python · License unknown
Use it
Vendorable · source mirrored · license unknownView source →
No package. Vendor the mirrored source: 26 lines, June 9 Researcher Reciprocity License v1.0.
submission.py
curl "https://kernelindex.com/api/v1/implementations/kernelbot-amd-mxfp4-mm-740392?include=source"interfacepython
Compatibility
measured onAMD Instinct MI355X
declared hardwareAMD Instinct MI355X
architecturesgfx950
dtypesbf16, mxfp4
Benchmark evidence
1 measurement across 1 GPU, fastest first.
Operation / workload
Hardware
Latency
Rank
Observed
Reported · How evidence levels are derived →
Source and license
sourceavailable
revision digestsha256:97a04ce98f6963945fca6e4c89374bd571d30847d8d9dde96c4745788d16abab
license declaredunknown
license concludedunknown
authorsftyghome
imported2026-08-15
Kernel source
submission.py26 lines
#!POPCORN leaderboard amd-mxfp4-mm
# This file is generated by gen_submission.py. DO NOT EDIT.
import os, zlib, base64, torch
os.environ.setdefault("HSA_XNACK", "0")
os.environ["PYTORCH_ROCM_ARCH"] = "gfx950:xnack-"
from torch.utils.cpp_extension import load_inline
from task import input_t, output_t
CUDA_SRC = zlib.decompress(base64.b64decode(b'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')).decode("utf-8")
_mod = load_inline(
name="mxfp4_gemm_submission",
cpp_sources=[""],
cuda_sources=[CUDA_SRC],
verbose=False,
extra_cflags=["-Ofast", "-ffast-math", "-march=native", "-funroll-loops", "-fomit-frame-pointer"],
extra_cuda_cflags=[
"-std=c++20", "-Ofast", "-ffast-math", "-ffp-contract=fast", "-DGEMM6_SWIZZLE=0",
"-U__HIP_NO_HALF_OPERATORS__", "-U__HIP_NO_HALF_CONVERSIONS__",
],
)
_quant_gemm = _mod.quant_gemm
def custom_kernel(data: input_t) -> output_t:
A, _, _, B_shuffle, B_scale_sh = data
return _quant_gemm(A, B_shuffle.view(torch.uint8), B_scale_sh.view(torch.uint8))Source code from GPU Mode and the KernelBot dataset · June 9 Researcher Reciprocity License v1.0
Changes from previous submission
Against this author's previous submission submission 734957.
⋯ 5 unchanged linesfrom torch.utils.cpp_extension import load_inlinefrom task import input_t, output_t- CUDA_SRC = zlib.decompress(base64.b64decode(b'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')).decode("utf-8")+ CUDA_SRC = 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')).decode("utf-8")_mod = load_inline(name="mxfp4_gemm_submission",
Best evidence level for this revision: reported
JSON