Release v1.5 for NVDLA
Baseline version
- lite-v1.5
Hardware backend support
- Zynq UltraScale+ MPSoC ZCU102
Software Depend
- Ubuntu 20.04
- OpenCV 4.2
- gcc 9.3.0
- cmake 3.16.3
NVDLA type support
- Small
NVDLA Operator support
- Batchnorm
- Concat
- Convolution
- Deconvolution
- Eltwise
- FC
- Pooling
- ReLU
- Scale
- Split
NVDLA Network support
| Models | Input Size | Inference Time of ZCU102+NVDLA (ms) |
|---|---|---|
| ResNet18 | 3x32x32 | 12.6 |
| YOLOv3-Tiny-ReLU | 3x416x416 | 630.5 |
| YOLOX-Nano-ReLU | 3x416x416 | 1138.8 |
Tengine NVDLA example support
Reference Documents
The Ubuntu image for ZCU102
- zcu102OS.img, passwd : adp8