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NVIDIA CUDA 13.1 Drops CUB Boilerplate with New Single-Call API
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NVIDIA CUDA 13.1 Drops CUB Boilerplate with New Single-Call API

NVIDIA simplifies GPU development with CUB single-call API in CUDA 13.1, eliminating repetitive two-phase memory allocation code without performance loss.

NVIDIA Integrates CUDA Tile Backend for OpenAI Triton GPU Programming
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NVIDIA Integrates CUDA Tile Backend for OpenAI Triton GPU Programming

NVIDIA's new CUDA Tile IR backend for OpenAI Triton enables Python developers to access Tensor Core performance without CUDA expertise. Requires Blackwell GPUs.

NVIDIA cuda.compute Brings C++ GPU Performance to Python Developers
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NVIDIA cuda.compute Brings C++ GPU Performance to Python Developers

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 Brings CUDA Tile Programming to Julia with cuTile.jl Release
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NVIDIA Brings CUDA Tile Programming to Julia with cuTile.jl Release

NVIDIA releases cuTile.jl, enabling Julia developers to write high-performance GPU kernels using tile-based programming with near-parity Python performance.

NVIDIA CCCL 3.1 Adds Floating-Point Determinism Controls for GPU Computing
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NVIDIA CCCL 3.1 Adds Floating-Point Determinism Controls for GPU Computing

NVIDIA's CCCL 3.1 introduces three determinism levels for parallel reductions, letting developers trade performance for reproducibility in GPU computations.

NVIDIA CUDA 13.2 Update: Latest CUDA News Today (Ampere & Ada GPUs)
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NVIDIA CUDA 13.2 Update: Latest CUDA News Today (Ampere & Ada GPUs)

CUDA 13.2 extends tile-based GPU programming to older architectures, adds Python profiling tools, and delivers up to 5x speedups with new Top-K algorithms.

NVIDIA Releases CUDA Tile for BASIC in April Fools Joke With Real Tech
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NVIDIA Releases CUDA Tile for BASIC in April Fools Joke With Real Tech

NVIDIA's cuTile BASIC announcement showcases CUDA Tile's language-agnostic design while poking fun at legacy code. The underlying tech is genuinely significant.

NVIDIA Nsight Tools Slash Vision AI Decode Times by 85% in New VC-6 Batch Mode
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NVIDIA Nsight Tools Slash Vision AI Decode Times by 85% in New VC-6 Batch Mode

NVIDIA's optimized VC-6 batch mode achieves submillisecond 4K image decoding, delivering up to 85% faster per-image processing for AI training pipelines.

NVIDIA CUDA 13.3 Boosts GPU Programming with Tile C++ and Python
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NVIDIA CUDA 13.3 Boosts GPU Programming with Tile C++ and Python

NVIDIA CUDA 13.3 introduces Tile C++ programming, Python updates, and CompileIQ, delivering up to 15% kernel speedups and enhancing GPU development.

NVIDIA Unveils CompileIQ to Maximize GPU Kernel Performance
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NVIDIA Unveils CompileIQ to Maximize GPU Kernel Performance

NVIDIA's AI-powered CompileIQ optimizes GPU kernel performance using evolutionary algorithms, enabling up to 15% gains in critical AI workloads.

NVIDIA CUDA 13.3 Brings Tile Programming to C++
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NVIDIA CUDA 13.3 Brings Tile Programming to C++

NVIDIA CUDA 13.3 introduces tile-based GPU programming in C++, optimizing Tensor Core use and simplifying kernel development.

Nvidia's New MoE Kernels Promise 93% Speedup for AI Training
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Nvidia's New MoE Kernels Promise 93% Speedup for AI Training

Nvidia unveils advanced MoE training kernels, boosting AI model throughput by up to 93% in GPT pre-training and redefining large-scale efficiency.

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