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oneAPI

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23:47
2026-09-11
discuss.huggingface.co
ai-infrastructure

Gpu_ai_runtime_memory_proposal

A new proposal calls for a common GPU execution and memory-management layer above CUDA, ROCm, and Intel XPU/oneAPI so that AI workloads are not tightly coupled to a single vendor, targeting 13B-class …

10:02
2026-07-14
sourcefeed.dev
ai-infrastructure

CUDA Without NVIDIA: What Actually Works

CUDA remains the dominant language for GPU compute in AI and HPC, but teams facing NVIDIA card scarcity or multi-vendor fleets have three main options: drop-in layers like ZLUDA for binary compatibili…

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