Kneron PLUS 3.1.2
Features
- Provide model information tool for quickly prob NEF metadata
- Provide kl730_demo_customize_inf_single_model_with_sw_npu_format_convert example
- KL730 removes FIFO queue setting size limitation
- KL730 Support New NPU Formats：
- KP_MODEL_TENSOR_DATA_LAYOUT_HW4C8B_KEEP_A
- KP_MODEL_TENSOR_DATA_LAYOUT_HW4C8B_DROP_A
- KP_MODEL_TENSOR_DATA_LAYOUT_HW1C8B
- KP_MODEL_TENSOR_DATA_LAYOUT_HW1C16B_LE
- KP_MODEL_TENSOR_DATA_LAYOUT_HW1C16B_BE
Changes
N/A
Bug Fixes
- Fix KL730 vision model inproc support issue
- The KL730 may be missing when setting invalid hardware image process parameters
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 3.1.2
Features
- Provide model information tool for quickly prob NEF metadata
- Provide kl730_demo_customize_inf_single_model_with_sw_npu_format_convert example
- KL730 removes FIFO queue setting size limitation
- KL730 Support New NPU Formats：
- KP_MODEL_TENSOR_DATA_LAYOUT_HW4C8B_KEEP_A
- KP_MODEL_TENSOR_DATA_LAYOUT_HW4C8B_DROP_A
- KP_MODEL_TENSOR_DATA_LAYOUT_HW1C8B
- KP_MODEL_TENSOR_DATA_LAYOUT_HW1C16B_LE
- KP_MODEL_TENSOR_DATA_LAYOUT_HW1C16B_BE
Changes
N/A
Bug Fixes
- Fix KL730 vision model inproc support issue
- The KL730 may be missing when setting invalid hardware image process parameters
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, 11 | x86_64 64-bit |
| Ubuntu 18.04, 20.04 | x86_64 64-bit |
Verified Platforms for Python
| OS | Platform | Python Version |
|---|---|---|
| Windows 10, 11 | x86_64 64-bit | 3.5-3.11 (x86_64 64-bit) |
| Ubuntu 18.04, 20.04 | x86_64 64-bit | 3.5-3.11 (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
- YoloV5s_640_640_3
- YoloV5s480_256_3_pdc
- KL730
- YoloV5s_640_640_3
- YoloV5s480_256_3_pdc
Supported Device
- KL520 (USB boot/Flash boot)
- KL720 (Flash boot)
- KL630 (USB boot/Flash boot)
- KL730 (USB boot/Flash boot)
Versions
- KL520 firmware v2.2.0
- KL720 firmware v2.2.0
- KL630 firmware SDK-v2.5.7
- KL730 firmware SDK-v1.3.0
- Kneron DFUT v3.1.2