Please give CUDA some competition. I doubt Vulkan, a low-level graphics API with compute shaders, could ever directly compete with CUDA, a pure play GPGPU API.

Please give CUDA some competition. I doubt Vulkan, a low-level graphics API with compute shaders, could ever directly compete with CUDA, a pure play GPGPU API. Although it isn't hard to imagine situations in which Vulkan compute shaders are sufficient to replace and/or avoid CUDA.