HWBenchedge-AI hardware data, cited & graded

HPE ProLiant DL145 Gen11 (1x NVIDIA RTX PRO 4500 Blackwell): edge AI benchmarks

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Vendor HPEForm factor edge server / PCCompute GPUIndicative price unknownPower envelope unknownPublished rows 6
image classification19211 FPSA perf/W n/aundated
speech-to-text917 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

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No published object detection results for HPE ProLiant DL145 Gen11 (1x NVIDIA RTX PRO 4500 Blackwell) yet.
We only show cited public figures — nothing is estimated to fill gaps. Requests tell us what to source or test next.

instance segmentation

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No published instance segmentation results for HPE ProLiant DL145 Gen11 (1x NVIDIA RTX PRO 4500 Blackwell) 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 DL145 Gen11 (1x NVIDIA RTX PRO 4500 Blackwell) yet.
We only show cited public figures — nothing is estimated to fill gaps. Requests tell us what to source or test next.

image classification

Like-for-like groupBest resultModel · precision · stackGradePowerSource · dateRank in group
mid-size CNN · b=unknown19211 FPSMLPerf resnet
int8 · TensorRT 10.11.0.33, CUDA 13.0
Aunknown power n/aMLPerf Inference v6.0 (closed, edge) ID 6.0-0055
undated
6 of 41

semantic segmentation

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No published semantic segmentation results for HPE ProLiant DL145 Gen11 (1x NVIDIA RTX PRO 4500 Blackwell) 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

Like-for-like groupBest resultModel · precision · stackGradePowerSource · dateRank in group
unknown · b=unknown917 FPSMLPerf whisper
fp16 · TensorRT 10.11.0.33, CUDA 13.0
Aunknown power n/aMLPerf Inference v6.0 (closed, edge) ID 6.0-0055
undated
48 of 48

LLM generation

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No published LLM generation results for HPE ProLiant DL145 Gen11 (1x NVIDIA RTX PRO 4500 Blackwell) 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.