HWBench

Coral Dev Board CPU (quad Cortex-A53 @1.5 GHz, CPU only) vs XE7745_8xMI350P_2xEPYC_9455 (8x AMD Instinct MI350P)

Showing the newest results per platform and source. 18 superseded older results are hidden.Showing all results, including 18 superseded by newer results from the same source.

Only Coral Dev Board CPU (quad Cortex-A53 @1.5 GHz, CPU only) has published results here; XE7745_8xMI350P_2xEPYC_9455 (8x AMD Instinct MI350P) has none for the workloads we track.

Coral Dev Board CPU (quad Cortex-A53 @1.5 GHz, CPU only)XE7745_8xMI350P_2xEPYC_9455 (8x AMD Instinct MI350P)
Best semantic segmentation5.24 FPS D
Older data (2020)
n/a
Powern/an/a
Perf / Wn/an/a
Pricen/an/a
Workloads with data1 of 70 of 7

Best published semantic segmentation result per platform. n/a = not published; never estimated.

Show data — all workloads, sources and like-for-like groups

object detection

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No published object detection results for Coral Dev Board CPU (quad Cortex-A53 @1.5 GHz, CPU only) or XE7745_8xMI350P_2xEPYC_9455 (8x AMD Instinct MI350P) 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 Coral Dev Board CPU (quad Cortex-A53 @1.5 GHz, CPU only) or XE7745_8xMI350P_2xEPYC_9455 (8x AMD Instinct MI350P) 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 Coral Dev Board CPU (quad Cortex-A53 @1.5 GHz, CPU only) or XE7745_8xMI350P_2xEPYC_9455 (8x AMD Instinct MI350P) 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 Coral Dev Board CPU (quad Cortex-A53 @1.5 GHz, CPU only) or XE7745_8xMI350P_2xEPYC_9455 (8x AMD Instinct MI350P) yet.
We only show cited public figures — nothing is estimated to fill gaps. Requests tell us what to source or test next.

semantic segmentation

Only Coral Dev Board CPU (quad Cortex-A53 @1.5 GHz, CPU only) has published semantic segmentation results.

PlatformResultModel · precision · stackGradePowerSource
Coral Dev Board CPU (quad Cortex-A53 @1.5 GHz, CPU only) CPU-only5.24 FPS
inference_time · b=1
Unet Mv2 (128x128)
TFLite on CPU · TensorFlow Lite C++ benchmark (Edge TPU runtime) · mid-size CNN
Dunknown power n/a
no power published
Google Coral Edge TPU benchmarks page (Table 1)
Older data (2020)

XE7745_8xMI350P_2xEPYC_9455 (8x AMD Instinct MI350P):

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No published semantic segmentation results for XE7745_8xMI350P_2xEPYC_9455 (8x AMD Instinct MI350P) or Coral Dev Board CPU (quad Cortex-A53 @1.5 GHz, CPU only) 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 Coral Dev Board CPU (quad Cortex-A53 @1.5 GHz, CPU only) or XE7745_8xMI350P_2xEPYC_9455 (8x AMD Instinct MI350P) 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 Coral Dev Board CPU (quad Cortex-A53 @1.5 GHz, CPU only) or XE7745_8xMI350P_2xEPYC_9455 (8x AMD Instinct MI350P) yet.
We only show cited public figures — nothing is estimated to fill gaps. Requests tell us what to source or test next.

Only Coral Dev Board CPU (quad Cortex-A53 @1.5 GHz, CPU only) has published results here; XE7745_8xMI350P_2xEPYC_9455 (8x AMD Instinct MI350P) has none for the workloads we track.

Coral Dev Board CPU (quad Cortex-A53 @1.5 GHz, CPU only)XE7745_8xMI350P_2xEPYC_9455 (8x AMD Instinct MI350P)
Best object detection3.55 FPS D
Older data (2019)
n/a
Powern/an/a
Perf / Wn/an/a
Pricen/an/a
Workloads with data3 of 70 of 7

Best published object detection result per platform. n/a = not published; never estimated.

Show data — all workloads, sources and like-for-like groups

object detection

Only Coral Dev Board CPU (quad Cortex-A53 @1.5 GHz, CPU only) has published object detection results.

PlatformResultModel · precision · stackGradePowerSource
Coral Dev Board CPU (quad Cortex-A53 @1.5 GHz, CPU only) CPU-only3.55 FPS
inference_time · b=1
MobileNet v2 SSD (224x224)
TFLite on CPU · TensorFlow Lite C++ benchmark (Edge TPU runtime) · mobile-class CNN
Dunknown power n/a
no power published
Google Coral Edge TPU benchmarks page (Table 1)
Older data (2019)

XE7745_8xMI350P_2xEPYC_9455 (8x AMD Instinct MI350P):

◌

No published object detection results for XE7745_8xMI350P_2xEPYC_9455 (8x AMD Instinct MI350P) or Coral Dev Board CPU (quad Cortex-A53 @1.5 GHz, CPU only) yet.
We only show cited public figures — nothing is estimated to fill gaps. Requests tell us what to source or test next.

instance segmentation

◌

No published instance segmentation results for Coral Dev Board CPU (quad Cortex-A53 @1.5 GHz, CPU only) or XE7745_8xMI350P_2xEPYC_9455 (8x AMD Instinct MI350P) yet.
We only show cited public figures — nothing is estimated to fill gaps. Requests tell us what to source or test next.

pose estimation

◌

No published pose estimation results for Coral Dev Board CPU (quad Cortex-A53 @1.5 GHz, CPU only) or XE7745_8xMI350P_2xEPYC_9455 (8x AMD Instinct MI350P) yet.
We only show cited public figures — nothing is estimated to fill gaps. Requests tell us what to source or test next.

image classification

Only Coral Dev Board CPU (quad Cortex-A53 @1.5 GHz, CPU only) has published image classification results.

PlatformResultModel · precision · stackGradePowerSource
Coral Dev Board CPU (quad Cortex-A53 @1.5 GHz, CPU only) CPU-only0.570 FPS
inference_time · b=1
ResNet-50 V1 (299x299)
TFLite on CPU · TensorFlow Lite C++ benchmark (Edge TPU runtime) · mid-size CNN
Dunknown power n/a
no power published
Google Coral Edge TPU benchmarks page (Table 1)
Older data (2019)

XE7745_8xMI350P_2xEPYC_9455 (8x AMD Instinct MI350P):

◌

No published image classification results for XE7745_8xMI350P_2xEPYC_9455 (8x AMD Instinct MI350P) or Coral Dev Board CPU (quad Cortex-A53 @1.5 GHz, CPU only) yet.
We only show cited public figures — nothing is estimated to fill gaps. Requests tell us what to source or test next.

semantic segmentation

Only Coral Dev Board CPU (quad Cortex-A53 @1.5 GHz, CPU only) has published semantic segmentation results.

PlatformResultModel · precision · stackGradePowerSource
Coral Dev Board CPU (quad Cortex-A53 @1.5 GHz, CPU only) CPU-only5.24 FPS
inference_time · b=1
Unet Mv2 (128x128)
TFLite on CPU · TensorFlow Lite C++ benchmark (Edge TPU runtime) · mid-size CNN
Dunknown power n/a
no power published
Google Coral Edge TPU benchmarks page (Table 1)
Older data (2020)

XE7745_8xMI350P_2xEPYC_9455 (8x AMD Instinct MI350P):

◌

No published semantic segmentation results for XE7745_8xMI350P_2xEPYC_9455 (8x AMD Instinct MI350P) or Coral Dev Board CPU (quad Cortex-A53 @1.5 GHz, CPU only) 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

◌

No published speech-to-text results for Coral Dev Board CPU (quad Cortex-A53 @1.5 GHz, CPU only) or XE7745_8xMI350P_2xEPYC_9455 (8x AMD Instinct MI350P) yet.
We only show cited public figures — nothing is estimated to fill gaps. Requests tell us what to source or test next.

LLM generation

◌

No published LLM generation results for Coral Dev Board CPU (quad Cortex-A53 @1.5 GHz, CPU only) or XE7745_8xMI350P_2xEPYC_9455 (8x AMD Instinct MI350P) 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.