Google Coral USB Accelerator (Edge TPU) on Xeon Gold 6154 host, USB 3.0 vs HPE ProLiant Compute XD685 (8x AMD Instinct MI355X 288GB HBM3e)
Only Google Coral USB Accelerator (Edge TPU) on Xeon Gold 6154 host, USB 3.0 has published results here; HPE ProLiant Compute XD685 (8x AMD Instinct MI355X 288GB HBM3e) has none for the workloads we track.
| Google Coral USB Accelerator (Edge TPU) on Xeon Gold 6154 host, USB 3.0 | HPE ProLiant Compute XD685 (8x AMD Instinct MI355X 288GB HBM3e) | |
|---|---|---|
| Best image classification | 476 FPS D undated | n/a |
| Power | 2.00 W spec | n/a |
| Perf / W | 238 FPS/W spec | n/a |
| Price | n/a | n/a |
| Workloads with data | 1 of 7 | 0 of 7 |
Best published image classification result per platform. n/a = not published; never estimated.
Show data — all workloads, sources and like-for-like groups
object detection
No published object detection results for Google Coral USB Accelerator (Edge TPU) on Xeon Gold 6154 host, USB 3.0 or HPE ProLiant Compute XD685 (8x AMD Instinct MI355X 288GB HBM3e) 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 Google Coral USB Accelerator (Edge TPU) on Xeon Gold 6154 host, USB 3.0 or HPE ProLiant Compute XD685 (8x AMD Instinct MI355X 288GB HBM3e) 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 Google Coral USB Accelerator (Edge TPU) on Xeon Gold 6154 host, USB 3.0 or HPE ProLiant Compute XD685 (8x AMD Instinct MI355X 288GB HBM3e) 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 Google Coral USB Accelerator (Edge TPU) on Xeon Gold 6154 host, USB 3.0 has published image classification results.
| Platform | Result | Model · precision · stack | Grade | Power | Source |
|---|---|---|---|---|---|
| Google Coral USB Accelerator (Edge TPU) on Xeon Gold 6154 host, USB 3.0 | 303 FPS inference_time · b=1 | Unet Mv2 (128x128) INT8 · TensorFlow Lite C++ benchmark (Edge TPU runtime) · mid-size CNN | D | 2.00 W spec platform spec envelope (not measured with this result) | Google Coral Edge TPU benchmarks page (Table 1) undated |
HPE ProLiant Compute XD685 (8x AMD Instinct MI355X 288GB HBM3e):
No published image classification results for HPE ProLiant Compute XD685 (8x AMD Instinct MI355X 288GB HBM3e) or Google Coral USB Accelerator (Edge TPU) on Xeon Gold 6154 host, USB 3.0 yet.
We only show cited public figures — nothing is estimated to fill gaps. Requests tell us what to source or test next.
semantic segmentation
No published semantic segmentation results for Google Coral USB Accelerator (Edge TPU) on Xeon Gold 6154 host, USB 3.0 or HPE ProLiant Compute XD685 (8x AMD Instinct MI355X 288GB HBM3e) 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 Google Coral USB Accelerator (Edge TPU) on Xeon Gold 6154 host, USB 3.0 or HPE ProLiant Compute XD685 (8x AMD Instinct MI355X 288GB HBM3e) 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 Google Coral USB Accelerator (Edge TPU) on Xeon Gold 6154 host, USB 3.0 or HPE ProLiant Compute XD685 (8x AMD Instinct MI355X 288GB HBM3e) 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
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.