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submission 30771

KernelBot user 44 · python · License unknown
Kernel source · 1 lines ↓holds 6 records

Use it

Vendorable · source mirrored · license unknownView source →

No package. Vendor the mirrored source: 1 lines, June 9 Researcher Reciprocity License v1.0.

submission.py
curl "https://kernelindex.com/api/v1/implementations/kernelbot-amd-fp8-mm-30771?include=source"
interfacepython
Compatibility
measured onAMD Instinct MI300X
declared hardwareAMD Instinct MI300X
architecturesgfx942
dtypesfp32, fp8_e4m3fnuz

Benchmark evidence

18 measurements across 1 GPU, fastest first.

Operation / workload
Hardware
Latency
Rank
Observed
AMD FP8 blockwise GEMMfp32/fp8_e4m3fnuz · [1024, 256]
AMD Instinct MI300X
34.4µs
#6 of 98
2025-06-02
Run →
AMD FP8 blockwise GEMMfp32/fp8_e4m3fnuz · [1024, 512]
AMD Instinct MI300X
36.0µs
#12 of 98
2025-06-02
Run →
AMD FP8 blockwise GEMMfp32/fp8_e4m3fnuz · [1024, 7168] · n=512 · seed=6563
AMD Instinct MI300X
50.2µs
#2 of 98
2025-06-02
Run →
AMD FP8 blockwise GEMMfp32/fp8_e4m3fnuz · [1024, 1536]
AMD Instinct MI300X
52.1µs
#15 of 98
2025-06-02
Run →
AMD FP8 blockwise GEMMfp32/fp8_e4m3fnuz · [1024, 7168] · n=576 · seed=12346
AMD Instinct MI300X
55.8µs
#5 of 98
2025-06-02
Run →
AMD FP8 blockwise GEMMfp32/fp8_e4m3fnuz · [6144, 512]
AMD Instinct MI300X
74.5µs
#1 of 98
2025-06-02
Run →
AMD FP8 blockwise GEMMfp32/fp8_e4m3fnuz · [6144, 256]
AMD Instinct MI300X
77.4µs
#1 of 98
2025-06-02
Run →
AMD FP8 blockwise GEMMfp32/fp8_e4m3fnuz · [1024, 2048]
AMD Instinct MI300X
77.7µs
#4 of 98
2025-06-02
Run →
AMD FP8 blockwise GEMMfp32/fp8_e4m3fnuz · [1024, 7168] · n=1536 · seed=8135
AMD Instinct MI300X
79.5µs
#3 of 98
2025-06-02
Run →
AMD FP8 blockwise GEMMfp32/fp8_e4m3fnuz · [1024, 2304]
AMD Instinct MI300X
80.5µs
#5 of 98
2025-06-02
Run →
Show all 18 measurements ›
AMD FP8 blockwise GEMMfp32/fp8_e4m3fnuz · [6144, 1536]
AMD Instinct MI300X
113.1µs
#2 of 98
2025-06-02
Run →
AMD FP8 blockwise GEMMfp32/fp8_e4m3fnuz · [6144, 7168] · n=512 · seed=12341
AMD Instinct MI300X
134.5µs
#3 of 98
2025-06-02
Run →
AMD FP8 blockwise GEMMfp32/fp8_e4m3fnuz · [1024, 7168] · n=4608 · seed=7531
AMD Instinct MI300X
142.2µs
#1 of 98
2025-06-02
Run →
AMD FP8 blockwise GEMMfp32/fp8_e4m3fnuz · [6144, 7168] · n=576 · seed=9863
AMD Instinct MI300X
142.8µs
#2 of 98
2025-06-02
Run →
AMD FP8 blockwise GEMMfp32/fp8_e4m3fnuz · [6144, 7168] · n=1536 · seed=6543
AMD Instinct MI300X
214.8µs
#3 of 98
2025-06-02
Run →
AMD FP8 blockwise GEMMfp32/fp8_e4m3fnuz · [6144, 2048]
AMD Instinct MI300X
299.2µs
#1 of 98
2025-06-02
Run →
AMD FP8 blockwise GEMMfp32/fp8_e4m3fnuz · [6144, 2304]
AMD Instinct MI300X
308.7µs
#1 of 98
2025-06-02
Run →
AMD FP8 blockwise GEMMfp32/fp8_e4m3fnuz · [6144, 7168] · n=4608 · seed=65436
AMD Instinct MI300X
566.3µs
#1 of 98
2025-06-02
Run →

Reported · How evidence levels are derived →

Source and license

sourceavailable
revision digestsha256:92212fa7e2e33710325696778c691274911c213f73be61ad5b064a6340a8e8af
license declaredunknown
license concludedunknown
imported2026-08-15

Kernel source

submission.py1 lines
#!POPCORN leaderboard  amd-fp8-mm
# This script provides a template for using load_inline to run a HIP kernel for
import os
os.environ['HSA_XNACK'] = '0'
os.environ['PYTORCH_ROCM_ARCH'] = 'gfx942:xnack-'
from torch.utils.cpp_extension import load_inline
from task import input_t, output_t
import base64
import bz2
CPP_WRAPPER = """
void fp8_mm(torch::Tensor a, torch::Tensor b, torch::Tensor as, torch::Tensor bs, torch::Tensor c);
"""
# Compressed CUDA source code
CUDA_SRC_COMPRESSED = """
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
"""
# Decompress the CUDA source
CUDA_SRC = bz2.decompress(base64.b64decode(CUDA_SRC_COMPRESSED)).decode('utf-8')
import os
os.environ["CXX"] = "clang++"
module = load_inline(
    name='fp8_mm',
    cpp_sources=[CPP_WRAPPER],
    cuda_sources=[CUDA_SRC],
    functions=['fp8_mm'],
    verbose=True,
    extra_cuda_cflags=["--offload-arch=gfx942:xnack-", "-std=c++20", "-U__HIP_NO_HALF_OPERATORS__", "-U__HIP_NO_HALF_CONVERSIONS__"],
    extra_cflags=["-Ofast", "-ffast-math", "-march=native", "-funroll-loops", "-fomit-frame-pointer"],
)
def custom_kernel(data: input_t) -> output_t:
    a, b, a_scale, b_scale, c = data
    module.fp8_mm(a, b, a_scale, b_scale, c)
    return c

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 30689.

Best evidence level for this revision: reported
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