Coral Edge TPU (USB3): EfficientNet-EdgeTPU-S, 5.1ms -> 196.1 inf/s
196.1 inferences/s (from 5.1 ms per inference, vendor C++ benchmark)
Fields
id
benchmarks/coral-edgetpu-efficientnet-s-inf-sMetric
tps_aggregate
Value
196.1
Unit
inferences/s (from 5.1 ms per inference, vendor C++ benchmark)
Model
EfficientNet-EdgeTPU-S TFLite INT8
Methodology
VENDOR-MEASURED (Google Coral official Edge TPU benchmarks page). TFLite C++ benchmark, inference-time only (no pre/post processing). Two configs published: (a) USB Accelerator on Xeon Gold 6154 host over USB 3.0, (b) Coral Dev Board (Cortex-A53 quad @1.5GHz). Values below are the USB-Accelerator column converted ms -> inferences/sec (1000/ms). INT8 vision CNNs only - Edge TPU cannot run transformer decode; these records close the coverage gap, not an LLM claim.
Measured by
vendor
Reproducible
yes
notes
EdgeTPU-tuned architecture - far faster than generic EfficientNet on this part. Vision-CNN rows only; the accelerator record already documents that Coral has no LLM path.
Notes
EdgeTPU-tuned architecture - far faster than generic EfficientNet on this part. Vision-CNN rows only; the accelerator record already documents that Coral has no LLM path.