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torch.compile (inductor)

Matmul Subtract Multiply ReLU · batch_size = 1024 · in_features = 8192 · fp32 · run 01a03f0e-f84b…
●passedReported evidence

Not re-observed recently.

Primary measurement
5.02ms±0.02 · mean of 100

Rank 2 in its comparison group · source-native comparison · observed 2026-03-05

Compare with #1 →

max ms 5.1 · min ms 4.6 · std ms 0.108 · mean ms 5.02

Identity
implementationtorch.compile (inductor)
projectPyTorch
revisionunknown
workloadbatch_size = 1024 · in_features = 8192 · fp32
comparison keysha256:c78f3102cadc6b7a…
sourceKernelBench baseline timings
external idH100_PCIe_LambdaLabs/torch-compile-inductor/level2/9_Matmul_Subtract_Multiply_ReLU.py
sha256:a773344de67aad30b8e4113…

Correctness

Marked passed by the source; the correctness policy was not published.

Workload

batch_size1024
in_features8192
input_1fp32 [1024, 8192]
definition comparatornot_asserted

Measurements

latency · max5.10 ms · n=100
latency · mean5.02 ms · n=100
latency · min4.60 ms · n=100
latency · std108.0 µs

Protocol

harnessKernelBench timing scripts
timercuda_events
primaryStatisticmean
comparabilityFamilykernelbench_baseline_timing

Environment

gpuNVIDIA H100 (sm_90)

Artifacts

No artifacts published with this run.

Replications and notes

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Canonical manifest

Show manifest
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      "status": "passed",
      "timing": {
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      },
      "observedAt": "2026-03-05T08:38:15.000Z",
      "measurements": [
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    "metadata": {
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      "title": "Matmul Subtract Multiply ReLU · torch.compile (inductor) · Lambda Labs"
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        "family": "kernelbench_baseline_timing"
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}
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