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How are the AMD Radeon Pro Vega II Duo for GPGPU? If I'm running numpy, pytorch, TensorFlow, etc. does AMD now just work? Last I looked maybe a half-decade ago
by woofie11 7y ago
How are the AMD Radeon Pro Vega II Duo for GPGPU?
If I'm running numpy, pytorch, TensorFlow, etc. does AMD now just work? Last I looked maybe a half-decade ago, everything did CUDA smoothly and seamlessly. Support for OpenCL was a bit limited. I see a bunch more things from AMD now (ROCm, etc.), but I don't really now if they're first class citizens yet or still playing catchup.
Often, GPU performance is more important than CPU.
- phero_cnstrcts 7y agoI use Blender and GPU rendering isn’t supported because Apple recently took away OpenCL support in favor of their Metal implementation. Maybe something to be aware of.
- mratsim 7y agoYou need to compile from source but PyTorch and Tensorflow now support ROCm in their build configuration. Numpy never supported GPUs and the most advanced Numpy-like was Cupy supported by the Chainer team which stopped development in favor of PyTorch. Now I'm unsure how well Rocm is supported with Apple drivers as Apple always customized their drivers.