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Speech recognition · vGPU-32GB · 32 GB

1 model with qualified results. Speeds compare only within one exact test; use “Same test on other GPUs” to compare hardware.

  1. whisper-tiny

    openai · 3 tested configurations

    • fp16 · Audio → Text · asr_prompts
      Throughput · Batch 1
      73.7audio-sec/sec
      Observed GPU occupancy
      0.4GiB
      P95 latency
      Not recorded
      Test details · 2 batch sizes

      Occupancy includes engine buffers and reserved KV cache. It is not the minimum VRAM required by the model.

      Reports combined counts reports, not inference requests. Request successes and failures are listed in each report.

      Engine
      faster-whisper · PyTorch 2.13.0+cu130
      Protocol
      audio-native-v1
      Dataset
      asr_prompts
      Workload
      asr
      Batch sizeMean throughput (audio-sec/sec)P95TTFTObserved occupancy (GiB)GPU power (W)Reports combinedView report
      B173.68——0.3846.817d182de2 ↗
      B468.2——0.3849.217d182de2 ↗
    • 2 other test configurations on this GPU
      • fp16 · Audio → Text · asr_prompts · Test duration 4 s
        Throughput · Batch 1
        122audio-sec/sec
        Best measured · Batch 4
        168audio-sec/sec
        Observed GPU occupancy
        0.4GiB
        P95 latency
        Not recorded
        Test details · 2 batch sizes

        Occupancy includes engine buffers and reserved KV cache. It is not the minimum VRAM required by the model.

        Reports combined counts reports, not inference requests. Request successes and failures are listed in each report.

        Engine
        faster-whisper
        Protocol
        audio-native-v1
        Dataset
        asr_prompts
        Workload
        asr
        Batch sizeMean throughput (audio-sec/sec)P95TTFTObserved occupancy (GiB)GPU power (W)Reports combinedView report
        B1121.9——0.4273.617aaa1f0d ↗
        B4168.25——0.4277.417aaa1f0d ↗
      • fp16 · Audio → Text · asr_prompts · Test duration 1 s
        Throughput · Batch 1
        137audio-sec/sec
        Best measured · Batch 4
        205audio-sec/sec
        Observed GPU occupancy
        0.4GiB
        P95 latency
        Not recorded
        Test details · 2 batch sizes

        Occupancy includes engine buffers and reserved KV cache. It is not the minimum VRAM required by the model.

        Reports combined counts reports, not inference requests. Request successes and failures are listed in each report.

        Engine
        faster-whisper · PyTorch 2.13.0+cu130
        Protocol
        audio-native-v1
        Dataset
        asr_prompts
        Workload
        asr
        Batch sizeMean throughput (audio-sec/sec)P95TTFTObserved occupancy (GiB)GPU power (W)Reports combinedView report
        B1137.01——0.3854.314b83f25d ↗
        B4205.27——0.3866.314b83f25d ↗

Models shown: 1 / 1

Recipe availability is checked on each report against the published recipe executor.

Occupancy includes engine buffers and reserved KV cache. It is not the minimum VRAM required by the model.

Measured hardware

17 more GPUs without qualified results for this task

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Running benchmarks

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No benchmarks are currently reported as running.

RTX PRO 6000 Blackwell Server Edition · 96 GB · 403 queued · 0 running · 0 awaiting reassignment · 6 succeeded · 3 failed or exhausted

L4 · 24 GB · 91 queued · 0 running · 0 awaiting reassignment · 22 succeeded · 7 failed or exhausted

T4 · 16 GB · 22 queued · 0 running · 0 awaiting reassignment · 3 succeeded · 8 failed or exhausted