Coral Edge TPU (USB3): ResNet-50 v1 299x299, 49ms -> 20.4 inf/s
20.4 inferences/s (from 49.0 ms per inference, vendor C++ benchmark)
Fields
id
benchmarks/coral-edgetpu-resnet50v1-inf-sMetric
tps_aggregate
Value
20.4
Unit
inferences/s (from 49.0 ms per inference, vendor C++ benchmark)
Model
ResNet-50 v1 299x299 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
Vision-CNN rows only; the accelerator record already documents that Coral has no LLM path.
Notes
Vision-CNN rows only; the accelerator record already documents that Coral has no LLM path.