NVIDIA's new cuda.compute library topped GPU MODE benchmarks, delivering CUDA C++ performance through pure Python with 2-4x speedups over custom kernels. NVIDIA's CCCL team just demonstrated that ...

TL;DR: NVIDIA CUDA 13.1 introduces the largest update in two decades, featuring CUDA Tile programming to simplify AI development on Blackwell GPUs. By abstracting tensor core operations and automating ...

The 1970 AAR 'Cuda was a very rare machine. It was made only for the 1970 model year, with a total production of 2,724. The car's namesake was the AAR (All American Racing) Plymouth Barracudas that ...

For new Python projects, we encourage them to just use cuda.core.<experimental>.Stream. For existing Python projects such as PyTorch, transitioning to cuda.core may or may not be immediately feasible.

Abstract: Determining optimal CUDA block size configurations represents a critical challenge in GPU-based graph processing. The block size directly impacts execution efficiency by balancing kernel ...

The CUDA toolkit is now packaged with Rocky Linux, SUSE Linux, and Ubuntu. This will make life easier for AI developers on these Linux distros. It will also speed up AI development and deployments on ...

After two generations on the A-body platform, the Plymouth Barracuda switched to E-body underpinnings in 1970. The overhaul also introduced a sportier design and added Chrysler's top big-block V8 ...

Deep-learning throughput hinges on how effectively a compiler stack maps tensor programs to GPU execution: thread/block schedules, memory movement, and instruction selection (e.g., Tensor Core MMA ...

The company said they can now embed CUDA into their package feeds, which will simplify installation and dependency resolution. “It’s particularly beneficial for incorporating GPU support into complex ...

Google Cloud has announced the launch of GCUL (Google Cloud Universal Ledger), a Layer-1 blockchain designed specifically for financial institutions and enterprises. The move signals Google’s most ...

The Python Package Index (PyPI) has introduced new protections against domain resurrection attacks that enable hijacking accounts through password resets. PyPI is the official repository for ...

NVIDIA 推出 Wheel Variants，以简化 CUDA 加速的 Python 包安装，解决兼容性问题，并优化各种硬件配置的用户体验。 NVIDIA 宣布推出 Wheel Variants，这是一种新格式，旨在简化 CUDA 加速的 Python 包的安装和打包。根据 NVIDIA 的博客文章，由 Jonathan Dekhtiar 撰写，此举将解决与 ...