The TAO Converter is distributed as a separate binary for x86 and Jetson platforms. The tao-converter binaries are available as an NGC resource.
Note
TAO Converter is now depricated for x86 devices; we recommend using TAO Deploy to generate a device-specific optimized engine. TAO Converter is still required for deploying to Jetson devices.
TensorRT |
TAO converter version |
|---|---|
| 7.2 | v3.21.08_trt7.2_x86 |
| 7.1 | v3.21.08_trt7.1_x86 |
| 8.0 | v3.21.11_trt8.0_x86 |
| 8.2 | v3.21.11_trt8.2_x86 |
| 8.4 | v3.21.11_trt8.4_x86 |
Platform |
TensorRT version |
TAO converter version |
|---|---|---|
| Jetson | 7.1 | v3.21.11_trt7.1_aarch64 |
| Jetson | 8.0 | v3.21.11_trt8.0_aarch64 |
| Jetson | 8.4 | v3.22.05_trt8.4_aarch64 |
| AGX (Jetson + dGPU) | 7.1 | v3.21.11_trt7.1_agx |
TAO Converter Instructions by Model
- TAO Converter with Classification TF1/TF2
- TAO Converter with Deformable DETR
- TAO Converter with Detectnet_v2
- TAO Converter with DSSD
- TAO Converter with EfficientDet
- TAO Converter with FasterRCNN
- TAO Converter with MaskRCNN
- TAO Converter with Multitask Classification
- TAO Converter with Retinanet
- TAO Converter with SSD
- TAO Converter with UNET
- TAO Converter with YOLOv3
- TAO Converter with YOLOv4
- TAO Converter with YOLOv4-tiny