Liger
ReLU squared · rows = 4096 · hidden = 512 · bf16 · run 01a0202b-2353…
●passedReported evidence
Not re-observed recently.
Primary measurement
10.6µsmedian
Rank 1 in its comparison group · source-native comparison · observed 2026-03-27
ms 20 0.01033599954098463 · ms 50 0.01056000031530857 · ms 80 0.03440000116825104
Identity
implementationLiger
projectLiger-Kernel
revisionunknown
workloadrows = 4096 · hidden = 512 · bf16
comparison keysha256:3ed17390e432b1cd…
sourceLiger-Kernel benchmarks
external idrelu_squared/backward/liger/nvidia-h100-80gb-hbm3/hidden512-rows4096-bf16/2026-03-27-06-09-42
sha256:5634022bfe5673bd5f3df0c…
Correctness
Marked passed by the source; the correctness policy was not published.
Workload
rows4096
hidden512
xbf16 [4096, 512]
definition comparatornot_asserted
Measurements
latency · median10.6 µs
latency · p2010.3 µs
latency · p8034.4 µs
Protocol
harnessLiger-Kernel benchmark scripts
timercuda_events
primaryStatisticmedian
comparabilityFamilyliger_kernel_bench
Environment
gpuNVIDIA H100 (sm_90)
Artifacts
No artifacts published with this run.
Replications and notes
No attestations yet.
Community attestations. They never change the evidence level; only a KernelIndex-controlled rerun does.
Add a reproduction or note
Canonical manifest
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{
"run": {
"kind": "BenchmarkRun",
"spec": {
"status": "passed",
"timing": {
"latencyNs": {
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},
"primaryStatistic": "median"
},
"observedAt": "2026-03-27T06:09:42.000Z",
"measurements": [
{
"unit": "ns",
"value": 10336,
"metric": "latency",
"statistic": "p20"
},
{
"unit": "ns",
"value": 34400,
"metric": "latency",
"statistic": "p80"
}
],
"sourceNative": {
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"metrics": {
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"ms_80": 0.03440000116825104
},
"benchmark": "relu_squared/backward",
"externalId": "relu_squared/backward/liger/nvidia-h100-80gb-hbm3/hidden512-rows4096-bf16/2026-03-27-06-09-42"
},
"protocolDigest": "sha256:080e6e66e4ec75a131aa0c9121c74b8e8eed64e7b6d621d567c6a28f79548be8",
"workloadDigest": "sha256:41bc6b75969c753a5f709b3fbfe63e3d4164b4250f5fd3fd689081e9fc85ea9b",
"environmentDigest": "sha256:2750ae381d6de582f1eb6b9008e0987463d19ede8af127d97d76c5ae09121393",
"implementationDigest": "sha256:22a7fa375bb88a22a8cfc467d61a872f5044d782d848daba169df1a6f9186b8d"
},
"metadata": {
"name": "liger-relu-squared-backward-liger-nvidia-h100-80gb-hbm3-hidden512-rows4096-bf16-2026-03-27-06-09-42",
"title": "ReLU squared · liger · backward",
"labels": {
"liger_version": "0.7.0"
}
},
"apiVersion": "kernelindex.dev/v1alpha1"
},
"protocol": {
"kind": "BenchmarkProtocol",
"spec": {
"harness": {
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"repository": "https://github.com/linkedin/Liger-Kernel"
},
"measurement": {
"timer": "cuda_events",
"primaryStatistic": "median"
},
"comparability": {
"notes": "Timed: the backward pass of the module output given a random upstream gradient, via triton.testing.do_bench with quantiles 0.5/0.2/0.8 (median with p20/p80 spread). The upstream CSV records no CUDA, driver, or torch version; the Liger release rides each run's labels. Comparable only within one kernel, workload, timed pass, and GPU.",
"family": "liger_kernel_bench"
}
},
"metadata": {
"name": "liger-bench-do-bench-backward",
"title": "Liger benchmark harness · backward pass"
},
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"environment": {
"kind": "ExecutionEnvironment",
"spec": {
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"formFactor": "80GB HBM3",
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},
"software": {}
},
"metadata": {
"name": "liger-bench-nvidia-h100-80gb-hbm3",
"title": "Liger benchmark host · H100 80GB HBM3"
},
"apiVersion": "kernelindex.dev/v1alpha1"
}
}Cite this record (permalink, digest, access date)
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Published 2026-08-20 · Liger-Kernel benchmarks · BSD-2-ClauseAll results for ReLU squared →JSON