Kneron PLUS 2.0.1
Features
- Support output NPU data layout format 1W16C8B
- Support output dimension order HWC
Changes
- N/A
Bug Fixes
- Fix example data inference NPU data layout arrangement issue
- Fix ndarray from InferenceFixedNodeOutput or InferenceFloatNodeOutput may be released when garbage collection been triggered
- Fix KL720 will block when FIFO Queue buffer is not enough for Multiple-Input model
- Fix KL720 NPU register setting issue
- Add FIFO Queue input count check for Multiple-Input model in inference_send function
The following components are contained in Kneron PLUS:
- KP API (C/Python)
- Example code
- ModelZoo example code
- KDP2 firmware code
- Pre-build firmware binary files
- NEF files for demonstration purpose
Kneron PLUS Enterprise 2.0.1
Features
- Support output NPU data layout format 1W16C8B
- Support output dimension order HWC
Changes
- N/A
Bug Fixes
- Fix example data inference NPU data layout arrangement issue
- Fix ndarray from InferenceFixedNodeOutput or InferenceFloatNodeOutput may be released when garbage collection been triggered
- Fix KL720 will block when FIFO Queue buffer is not enough for Multiple-Input model
- Fix KL720 NPU register setting issue
- Add FIFO Queue input count check for Multiple-Input model in inference_send function
The following components are contained in Kneron PLUS:
- KP API (C/Python)
- Example code
- Enterprise example code
- ModelZoo example code
- KDP2 firmware code
- Pre-build firmware binary files
- NEF files for demonstration purpose
Verified Platforms for C
OS | Platform |
---|---|
Windows 10 | x86_64 64-bit |
Ubuntu 18.04 | x86_64 64-bit |
Raspberry Pi OS - Buster | armv7l 32-bit |
Verified Platforms for Python
OS | Platform | Python Version |
---|---|---|
Windows 10 | x86_64 64-bit | 3.5-3.9 (x86_64 64-bit) |
Ubuntu 18.04 | x86_64 64-bit | 3.5-3.9 (x86_64 64-bit) |
Raspberry Pi OS - Buster | armv7l 32-bit | 3.5-3.9 (armv7l 32-bit) |
macOS (Alpha) | x86_64 64-bit | 3.5-3.9 (x86_64 64-bit) |
Provide Model
- KL520
- tiny_yolo_v3
- ssd_fd_lm
- fcos-drk53s_w512h512_kn-model-zoo
- resnet18_w224h224_kn-model-zoo
- yolov5-noupsample_w640h640_kn-model-zoo
- KL720
- YoloV5s_640_640_3
- yolov5_pd
- fcos-drk53s_w512h512_kn-model-zoo
- resnet18_w224h224_kn-model-zoo
- yolov5-noupsample_w640h640_kn-model-zoo
- kn-model-zoo-mmcls_regnetx
- kn-model-zoo-mmcls_regnetx
- kn-model-zoo-mmpose_rsn18hand
- kn-model-zoo-mmseg_stdc
- kn-model-zoo-mmtracking_bytetrack
Supported Device
- KL520 (USB boot/Flash boot)
- KL720 (Flash boot)
Versions
- KL520 firmware v2.0.1
- KL720 firmware v2.0.1
- Kneron DFUT v2.0.0