torchvision/resnet152

torchvision_int8_modelopt_tensorrt

Labels

Build

Embedl-optimized

Precision

INT8

Runtime

TensorRT 11.2.1 with Embedl optimizations

resnet152 is an image classifier from torchvision. It labels an image with one of the 1,000 ImageNet classes.

batch 1 · trtexec · Baseline TensorRT as baseline

1.82 ms

Median (ms)	p90 (ms)	p95 (ms)	p99 (ms)	Throughput (qps)
1.82	1.83	1.83	1.83	548

ImageNet validation · 50,000 images · Baseline TensorRT as baseline

81.82 %