MACHINE LEARNING INFRASTRUCTURE
Machine Learning Infrastructure
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.
Machine Learning Infrastructure
NVIDIA Achieves 36% Training Speedup for 256K Token AI Models
NVIDIA's NVSHMEM integration with XLA compiler delivers up to 36% faster training for long-context LLMs, enabling efficient 256K token sequence processing on JAX.