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torch.compile (inductor)

DenseNet121TransitionLayer · width = 256 · height = 256 · batch_size = 128 · num_input_features = 32 · fp32 · run 01a03f0e-f852…
●passedReported evidence

Not re-observed recently.

Primary measurement
5.06ms±0.00 · mean of 100

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

max ms 5.09 · min ms 5.06 · std ms 0.00499 · mean ms 5.06

Identity
implementationtorch.compile (inductor)
projectPyTorch
revisionunknown
workloadwidth = 256 · height = 256 · batch_size = 128 · num_input_features = 32 · fp32
comparison keysha256:407ae1ad2be039ea…
sourceKernelBench baseline timings
external idH100_PCIe_LambdaLabs/torch-compile-inductor/level3/13_DenseNet121TransitionLayer.py
sha256:0e1c429b757b267f112a70b…

Correctness

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

Workload

width256
height256
batch_size128
num_input_features32
input_1fp32 [128, 32, 256, 256]
definition comparatornot_asserted

Measurements

latency · max5.09 ms · n=100
latency · mean5.06 ms · n=100
latency · min5.06 ms · n=100
latency · std4.99 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": 5090000,
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          "confidence95": [
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          ]
        },
        "primaryStatistic": "mean"
      },
      "observedAt": "2026-03-05T08:38:15.000Z",
      "measurements": [
        {
          "unit": "ns",
          "value": 4990,
          "metric": "latency",
          "statistic": "std"
        }
      ],
      "sourceNative": {
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          "std_ms": 0.00499,
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        },
        "benchmark": "H100_PCIe_LambdaLabs/baseline_time_torch_compile_inductor_default.json",
        "externalId": "H100_PCIe_LambdaLabs/torch-compile-inductor/level3/13_DenseNet121TransitionLayer.py"
      },
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    "metadata": {
      "name": "kernelbench-h100-pcie-lambdalabs-torch-compile-inductor-l3-13-densenet121transitionlayer",
      "title": "DenseNet121TransitionLayer · torch.compile (inductor) · Lambda Labs"
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  "protocol": {
    "kind": "BenchmarkProtocol",
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      },
      "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"
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    },
    "metadata": {
      "name": "kernelbench-timing-v1",
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}
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