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You can already run ML models with GPU acceleration in WebGL using tensorflow.js and other libraries. WebGPU will make things better for sure, but I think the m
by modeless 4y ago
You can already run ML models with GPU acceleration in WebGL using tensorflow.js and other libraries. WebGPU will make things better for sure, but I think the major obstacles to running large models like Stable Diffusion will not be solved by WebGPU.
WebGPU will not expose Nvidia-specific tensor cores, at least initially. But the main issues are with loading and processing gigabytes of data in browsers, which aren't addressed by WebGPU at all. You'll have difficulty downloading and storing all that data and quickly run into out of memory crashes.