Need to support several models
Context
To complete the benchmark, several models need to be added to the CPP export :
| Task | Dataset | Model | CPP fp32 | CPP i8 | Bench |
|---|---|---|---|---|---|
| KeyWord spotting | Google Speech Commands | DS-CNN | |||
| Image classification | ImageNet (224x224) | MobileNet-v1 | |||
| Visual wake words | Visual Wake Words Dataset | MobileNet-v1 0.25x | |||
| Object detection | COCO (300x300) | SSD-MobileNet-v1 | |||
| Object detection | MS-COCO 2017 | SSD-MobileNet-v2 | |||
| Image classification | CIFAR10 | ResNet-8 | |||
| Image classification | ImageNet (224x224) | Resnet50-v1.5 | |||
| Anomaly detection | ToyADMOS | Deep AutoEncoder | |||
| Image segmentation | KITS 2019 (602x512x512) | 3D UNET | |||
| Language processing | SQUAD 1.1 | MobileBert |
Edited by Axel Farrugia