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GPU Goldmines: Tunable WebGPU Kernels for Edge LLM Inference

Sharma, Rithik et al.
arXiv (All) · Papers
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and-cluster-computingdistributedmachine-learningparallelperformance
As demand for LLM inference grows and consumer GPUs grow more capable, edge deployment is becoming increasingly attractive. WebGPU is compelling in this setting because it offers cross-platform portability and browser accessibility. However, these same strengths also make high performance difficult
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