Kneron PLUS 2.1.0
Features
- FIFO queue auto setting support multiple-input model
- Python support profile APIs
- IntEnum compatible with Python 3.11
- Provide performance monitor internal APIs (after KL630 chips only)
- Support yuv420 format (KL630 IE)
- Sdd a new control command for reboot system (embedded Linux only)
- Support KL630 usb/flash-boot companion
Changes
- [DFUT] Add file path length check
Bug Fixes
- Fix kp_model_nef_descriptor_t is not released in C examples
- Fix Python multithread example cause sig 9 kill
- Fix example data inference NPU data layout arrangement issue
- Fix KL520/KL630 fake connection issue
- Fix Python example InstallDriverWindows.py default target
- Fix install windows driver blocking when device is connected
- Correct error message
- Sync data inference input data conversion formula with Toolchain simulation
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 purposes
Kneron PLUS Enterprise 2.1.0
Features
- FIFO queue auto setting support multiple-input model
- Python support profile APIs
- IntEnum compatible with Python 3.11
- Provide performance monitor internal APIs (after KL630 chips only)
- Support yuv420 format (KL630 IE)
- Sdd a new control command for reboot system (embedded Linux only)
- Support KL630 usb/flash-boot companion
Changes
- [DFUT] Add file path length check
Bug Fixes
- Fix kp_model_nef_descriptor_t is not released in C examples
- Fix Python multithread example cause sig 9 kill
- Fix example data inference NPU data layout arrangement issue
- Fix KL520/KL630 fake connection issue
- Fix Python example InstallDriverWindows.py default target
- Fix install windows driver blocking when device is connected
- Correct error message
- Sync data inference input data conversion formula with Toolchain simulation
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 purposes
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 purposes
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
- KL630
- (new) YoloV5s_640_640_3
- (new) YoloV5s480_256_3_pdc
Supported Device
- KL520 (USB boot/Flash boot)
- KL720 (Flash boot)
- KL630 (USB boot/Flash boot)
Versions
- KL520 firmware v2.1.0
- KL720 firmware v2.1.0
- KL630 firmware v1.0.0-alpha
- Kneron DFUT v2.0.0