Benchmarks
This page presents performance benchmark data for the DeGirum Orca AI accelerator, listing frames per second (FPS) for various models under a batch size of 1.
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This page presents performance benchmark data for the DeGirum Orca AI accelerator, listing frames per second (FPS) for various models under a batch size of 1.
Last updated
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This page provides performance benchmarks for the DeGirum® Orca accelerator across a variety of models. The frames per second (FPS) numbers were generated by running the notebook on an Orca accelerator (ORCA1). You can reproduce these results by running the same notebook locally or in the DeGirum AI Hub. All FPS numbers assume batch_size=1. We update this page periodically as our compiler and software evolve, adding more models and improving performance.
These benchmarks were last updated on Oct 23, 2023.
efficientnet_es_imagenet--224x224_quant
187
mobiledet_coco--320x320_quant
128
mobilenet_v1_imagenet--224x224_quant
407
mobilenet_v2_imagenet--224x224_quant
360
resnet50_imagenet--224x224_pruned_quant
250
yolo_v5s_face_det--512x512_quant
126