HWBenchedge-AI hardware data, cited & graded

HPE ProLiant Compute DL380 Gen12 (1x NVIDIA RTX PRO 4500 Blackwell Server Edition): edge AI benchmarks

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Vendor HPEForm factor edge server / PCCompute GPUIndicative price unknownPower envelope unknownPublished rows 3
object detection72.19 FPSA perf/W n/aundated

Best published result per workload, across model sizes — open “Show data” for like-for-like groups.

Show data — per-workload tables

object detection

Like-for-like groupBest resultModel · precision · stackGradePowerSource · dateRank in group
unknown · b=unknown72.19 FPSMLPerf yolo-95
fp32 · PyTorch v2.13.0		Aunknown power n/aMLPerf Inference v6.1 (closed, edge) ID HPE_PROLIANT_DL380_RTX_PRO_4500_PCIE_32GBx1_TRT
undated		32 of 37

instance segmentation

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No published instance segmentation results for HPE ProLiant Compute DL380 Gen12 (1x NVIDIA RTX PRO 4500 Blackwell Server Edition) yet.
We only show cited public figures — nothing is estimated to fill gaps. Requests tell us what to source or test next.

pose estimation

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No published pose estimation results for HPE ProLiant Compute DL380 Gen12 (1x NVIDIA RTX PRO 4500 Blackwell Server Edition) yet.
We only show cited public figures — nothing is estimated to fill gaps. Requests tell us what to source or test next.

image classification

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No published image classification results for HPE ProLiant Compute DL380 Gen12 (1x NVIDIA RTX PRO 4500 Blackwell Server Edition) yet.
We only show cited public figures — nothing is estimated to fill gaps. Requests tell us what to source or test next.

semantic segmentation

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No published semantic segmentation results for HPE ProLiant Compute DL380 Gen12 (1x NVIDIA RTX PRO 4500 Blackwell Server Edition) yet.
We only show cited public figures — nothing is estimated to fill gaps. Requests tell us what to source or test next.

speech-to-text

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No published speech-to-text results for HPE ProLiant Compute DL380 Gen12 (1x NVIDIA RTX PRO 4500 Blackwell Server Edition) yet.
We only show cited public figures — nothing is estimated to fill gaps. Requests tell us what to source or test next.

LLM generation

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No published LLM generation results for HPE ProLiant Compute DL380 Gen12 (1x NVIDIA RTX PRO 4500 Blackwell Server Edition) yet.
We only show cited public figures — nothing is estimated to fill gaps. Requests tell us what to source or test next.

How to read these numbers
Every number is labelled. Confidence: A MLPerf closed, audited · B documented third-party method · C community / review · D vendor-published, not independently verified · E estimate. Power basis: measured with the result · spec vendor spec/envelope · power n/a not published.

Machine-readable: /find.json (see llms.txt); full tables are in “Show data”. Confidence grades: A audited MLPerf closed · B documented third-party · C community · D vendor-published · E estimate. Unknown values are shown as unknown, never estimated. Generated 2026-10-16 from public sources.