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Darknet on OpenCL Convolutional Neural Networks on OpenCL on Intel & NVidia & AMD & Mali GPUs for macOS & GNU/Linux & Windows & FreeBSD

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THE LAST COMMIT, ALL THE BEST FOR YOU!

Project Status: Freeze!

From now on, I will not push anymore my commits to this repository, however, I will be open to your pull requests to approve those and increase the contributors' list, Enjoy! ;-). I think OpenCL has a bright future, I am leaving some open issues, and I hope community will be able to solve them if needed. Thank you! ;-).

Build on macOS or Ubuntu 20.04

Step by step in command prompt guide: https://iblog.isowa.io/2018/05/26/darknet-training

Build on Windows 10 or 11 x64

Step by step experimental guide: https://iblog.isowa.io/2021/11/20/darknet-on-opencl-on-windows-11-x64

Take a look 4 x GPUs on macOS (click to see video)

4 x AMD Radeon RX 6900 XT on macOS 11.5.2

CLBlast instead of clBLAS for GEMM

git apply patches/clblast.patch

Darknet-vNext (Improved CUDA DarkNet)

DarkNet-vNext Link If you are looking for engine that has all the same functions, but it is FASTER!

OpenCV 4

This engine runs on OpenCV v4! But, OpenCV v3 is also fine!

YOLO4 on OpenCL

YOLO4 elements are supported, remember in CFG file to use [yolo4] instead of [yolo] to make it work!

YOLO1, YOLO2, YOLO3 on OpenCL

OpenCL YOLO2 Training Multi-GPU-SET

https://iblog.isowa.io/2020/07/02/the-multi-gpu-set-idea

OpenCL YOLO2 Training Result

https://iblog.isowa.io/2020/06/22/gpu-opencl-fine-tuning-problem-solution

https://iblog.isowa.io/2020/05/31/ph-d-hanna-hackintosh-is-ready

PhD Progress from May 27th 2020 Update Keynote

https://iblog.isowa.io/2020/04/29/darknet-in-opencl-on-beagleboard-ai

PhD Progress from March 8th 2020 Update Keynote

https://iblog.isowa.io/2020/03/03/is-opencl-beats-cuda

https://iblog.isowa.io/2020/03/02/hania-pc-well-it-needs-macos

https://iblog.isowa.io/2020/02/08/pc-for-phd-studies

https://iblog.isowa.io/2020/01/04/gpu-opencl-fine-tuning-problem

https://iblog.isowa.io/2019/12/29/darknet-cuda-vs-opencl-and-cpu-vs-nvidia-vs-amd

https://iblog.isowa.io/2019/11/05/gpu-computing-on-opencl

https://iblog.isowa.io/2019/08/18/the-fastest-darknet-in-opencl-on-the-planet

https://iblog.isowa.io/2019/02/02/darknet-in-opencl-on-asus-thinker-board-s

DarkNet Training

https://iblog.isowa.io/2018/08/01/darknet-in-opencl

https://iblog.isowa.io/2018/05/26/darknet-training

Thanks!

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