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torch.compile (inductor)

LSTMHn · batch_size = 10 · input_size = 128 · num_layers = 6 · hidden_size = 256 · sequence_length = 512 · fp32 · run 01a03f0e-f6f0…
●passedReported evidence

Not re-observed recently.

Primary measurement
35.4ms±0.10 · mean of 100

Rank 1 in its comparison group · source-native comparison · observed 2026-03-05

max ms 38.4 · min ms 34.8 · std ms 0.517 · mean ms 35.4

Identity
implementationtorch.compile (inductor)
projectPyTorch
revisionunknown
workloadbatch_size = 10 · input_size = 128 · num_layers = 6 · hidden_size = 256 · sequence_length = 512 · fp32
comparison keysha256:836466a17162adb5…
sourceKernelBench baseline timings
external idH100_Modal/torch-compile-inductor/level3/36_LSTMHn.py
sha256:bddcf29da12dd5ec005d213…

Correctness

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

Workload

batch_size10
input_size128
num_layers6
hidden_size256
sequence_length512
input_1fp32 [10, 512, 128]
input_2fp32 [6, 10, 256]
input_3fp32 [6, 10, 256]
definition comparatornot_asserted

Measurements

latency · max38.4 ms · n=100
latency · mean35.4 ms · n=100
latency · min34.8 ms · n=100
latency · std517.0 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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    "kind": "BenchmarkRun",
    "spec": {
      "status": "passed",
      "timing": {
        "samples": 100,
        "latencyNs": {
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          "maximum": 38400000,
          "minimum": 34800000,
          "confidence95": [
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            35501332
          ]
        },
        "primaryStatistic": "mean"
      },
      "observedAt": "2026-03-05T08:38:15.000Z",
      "measurements": [
        {
          "unit": "ns",
          "value": 517000,
          "metric": "latency",
          "statistic": "std"
        }
      ],
      "sourceNative": {
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        "metrics": {
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          "std_ms": 0.517,
          "mean_ms": 35.4
        },
        "benchmark": "H100_Modal/baseline_time_torch_compile_inductor_default.json",
        "externalId": "H100_Modal/torch-compile-inductor/level3/36_LSTMHn.py"
      },
      "protocolDigest": "sha256:547725b033a9911eae0c5ac362344a85aed824894ed4ab476af945b9bb491ea6",
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      "environmentDigest": "sha256:2750ae381d6de582f1eb6b9008e0987463d19ede8af127d97d76c5ae09121393",
      "implementationDigest": "sha256:ded92fe0eb0fe28824fc1ea70341a9f1c7bc05c63c56e265ce9472d7c439b26c"
    },
    "metadata": {
      "name": "kernelbench-h100-modal-torch-compile-inductor-l3-36-lstmhn",
      "title": "LSTMHn · torch.compile (inductor) · Modal"
    },
    "apiVersion": "kernelindex.dev/v1alpha1"
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  "protocol": {
    "kind": "BenchmarkProtocol",
    "spec": {
      "harness": {
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      },
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        "primaryStatistic": "mean"
      },
      "comparability": {
        "notes": "Mean of 100 timed forward passes (CUDA events, warm-up excluded) of the reference module on fixed inputs; the 95% interval is the mean's, from the reported standard deviation. The upstream JSON records no torch or CUDA version. Comparable only within one problem and one timing host.",
        "family": "kernelbench_baseline_timing"
      }
    },
    "metadata": {
      "name": "kernelbench-timing-v1",
      "title": "KernelBench baseline timing"
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  "environment": {
    "kind": "ExecutionEnvironment",
    "spec": {
      "hardware": {
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        "formFactor": "80GB HBM3",
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      "title": "KernelBench host · H100 80GB HBM3 (Modal)"
    },
    "apiVersion": "kernelindex.dev/v1alpha1"
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}
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