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HPE · HPE ProLiant DL385 Gen11 (4x NVIDIA RTX PRO 6000 Blackwell Server Edition-450W, TensorRT)

Mixtral-8x7B (MLPerf reference) · mixtral-8x7b · Server · run 01a00b4a-0819…
valid · Reported evidence
Measurements
output_token_throughput_tps · reported13,846.1 tokens_s

Mixtral-8x7B (MLPerf reference) · mixtral-8x7b · Server · server · 4× 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
topology4× NVIDIA RTX PRO 6000 Blackwell Server Edition
harnessmlperf_loadgen v6.0
quality policymlperf_closed_99
comparison keysha256:c5a4c8782d83a866…
sha256:58217a6bb8ea1046978b14b…

Launch configuration

dtypefp8
notesGPU 450W / 600W (reduced)
systemHPE ProLiant DL385 Gen11 (4x NVIDIA RTX PRO 6000 Blackwell Server Edition-450W, 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": 4
    },
    "observedAt": "2026-03-26T19:39:54Z",
    "modelDigest": "sha256:80245861fefd582d681d995dd4a278c0f97669415a5a9ee66bcab60e81a11738",
    "measurements": [
      {
        "unit": "tokens_s",
        "value": 13846.1,
        "metric": "output_token_throughput_tps",
        "statistic": "reported"
      }
    ],
    "sourceNative": {
      "source": "mlperf-inference",
      "metrics": {
        "performance_units": "Tokens/s",
        "performance_result": 13846.1
      },
      "category": "datacenter",
      "division": "closed",
      "scenario": "server",
      "benchmark": "mixtral-8x7b",
      "externalId": "v6.0/6.0-0053"
    },
    "qualityPolicy": "mlperf_closed_99",
    "workloadDigest": "sha256:cf6f6283cf16bb894b6829de78b6756e83e48e010ba0a999e170326678bdab2f",
    "configurationDigest": "sha256:6029544ae4dfa70bac09b97b1be219fd521a8a2f7974ba4a89d88cde3f5cc352"
  },
  "metadata": {
    "name": "mlperf-v6-0-6-0-0053",
    "title": "HPE · mixtral-8x7b · Server",
    "sourceRefs": [
      {
        "url": "https://github.com/mlcommons/submissions_inference_v6.0/tree/main/closed/HPE/results/HPE_Proliant_DL385_RTX_PRO_6000_PCIe_96GBx4_TRT_10_11_0_33_TRT"
      }
    ]
  },
  "apiVersion": "kernelindex.dev/v1alpha1"
}
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