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How do people do GPGPU on AMD today? Because I thought AMD has a huge cloud GPU market share for things like ML
by skohan 7y ago
How do people do GPGPU on AMD today? Because I thought AMD has a huge cloud GPU market share for things like ML
- adev_ 7y ago> How do people do GPGPU on AMD today? Because I thought AMD has a huge cloud GPU market share for things like ML ROCm and HIP [^1] or OpenCL. OpenCL is the hated solution of GPGPU. It is low level, incomplete and definitively not with a mature ecosystem of tools like Cuda. But it is currently the only one existing if you want your program to run on something else than Nvidia GPU ( Meaning AMD, Intel, phone GPUs or FPGA accelerators). [^1] https://github.com/ROCmSoftwarePlatform/ https://github.com/ROCmSoftwarePlatform/
- pjmlp 7y agoAndroid phone GPUs only do Renderscript, OpenCL is not officially supported on Android.
- rrss 7y agoAMD has a tiny market share in the cloud GPU market. AWS, Google Cloud, and Azure all have compute instances with NVIDIA GPUs, and I don't think any with AMD GPUs (IIRC Azure maybe has windows instances with AMD GPUs for graphics). According to https://www.techquila.co.in/nvidia-cloud-ai-gpu-share/ https://www.techquila.co.in/nvidia-cloud-ai-gpu-share/, AMD is at ~1%.