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HPE · HPE ProLiant Compute DL380a Gen12 (8x NVIDIA RTX PRO 6000 Blackwell Server Edition, TensorRT)

Mixtral-8x7B (MLPerf reference) · mixtral-8x7b · Server · run 01a00b49-f264…
valid · Reported evidence
Measurements
output_token_throughput_tps · reported32,151 tokens_s

Mixtral-8x7B (MLPerf reference) · mixtral-8x7b · Server · server · 8× NVIDIA RTX PRO 6000 Blackwell Server Edition · mlperf_closed_99 · observed 2026-03-26

Identity
modelMixtral-8x7B (MLPerf reference)
stackTensorRT 10.11.0.33, CUDA 13.0
workloadmixtral-8x7b · Server
topology8× NVIDIA RTX PRO 6000 Blackwell Server Edition
harnessmlperf_loadgen v6.0
quality policymlperf_closed_99
comparison keysha256:4ad4fbde8d7c7178…
sha256:de83217bd3cf1a72802961b…

Launch configuration

dtypefp8
systemHPE ProLiant Compute DL380a Gen12 (8x NVIDIA RTX PRO 6000 Blackwell Server Edition, TensorRT)
softwareTensorRT 10.11.0.33, CUDA 13.0
availabilityavailable

Workload

namemixtral-8x7b · Server
streamingyes
load generationopen_loop

Canonical manifest

Show manifest
{
  "kind": "ServingRun",
  "spec": {
    "status": "valid",
    "harness": {
      "name": "mlperf_loadgen",
      "version": "v6.0"
    },
    "topology": {
      "nodeCount": 1,
      "acceleratorModel": "NVIDIA RTX PRO 6000 Blackwell Server Edition",
      "acceleratorVendor": "nvidia",
      "acceleratorsPerNode": 8
    },
    "observedAt": "2026-03-26T19:39:54Z",
    "modelDigest": "sha256:80245861fefd582d681d995dd4a278c0f97669415a5a9ee66bcab60e81a11738",
    "measurements": [
      {
        "unit": "tokens_s",
        "value": 32151,
        "metric": "output_token_throughput_tps",
        "statistic": "reported"
      }
    ],
    "sourceNative": {
      "source": "mlperf-inference",
      "metrics": {
        "performance_units": "Tokens/s",
        "performance_result": 32151
      },
      "category": "datacenter",
      "division": "closed",
      "scenario": "server",
      "benchmark": "mixtral-8x7b",
      "externalId": "v6.0/6.0-0046"
    },
    "qualityPolicy": "mlperf_closed_99",
    "workloadDigest": "sha256:cf6f6283cf16bb894b6829de78b6756e83e48e010ba0a999e170326678bdab2f",
    "configurationDigest": "sha256:190e9e6dc3c65d489d54c0f7076bbf0e6ef5a71acd92f84a14d222edcfe809a5"
  },
  "metadata": {
    "name": "mlperf-v6-0-6-0-0046",
    "title": "HPE · mixtral-8x7b · Server",
    "sourceRefs": [
      {
        "url": "https://github.com/mlcommons/submissions_inference_v6.0/tree/main/closed/HPE/results/HPE_PROLIANT_DL380A_RTX_PRO_6000_PCIE_96GBx8_TRT_10_11_0_33_TRT"
      }
    ]
  },
  "apiVersion": "kernelindex.dev/v1alpha1"
}
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