CUDA 13.1
The biggest CUDA expansion since 2006
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The page is an NVIDIA Developer Blog post announcing the release of NVIDIA CUDA 13.1. It details significant updates to the CUDA platform, including the introduction of NVIDIA CUDA Tile for next-gen GPU programming, runtime API exposure of green contexts for fine-grained GPU resource partitioning, and various enhancements across developer tools and math libraries. Key features highlighted are CUDA Tile IR and cuTile Python DSL, updates to Multi-Process Service (MPS) like Memory Locality Optimization Partition and static SM partitioning, and performance gains in cuBLAS, cuSPARSE, cuFFT, and cuSOLVER on Blackwell GPUs. Developer tools like Nsight Compute, Compute Sanitizer, and Nsight Systems also receive updates for profiling and debugging.
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