… For performance enthusiasts, the newly launched NVIDIA CompileIQ compiler auto-tuning framework delivers up to a 15% speedup on critical kernels like GEMM and attention. …
… Add the code snippet inside /misc/carveout/ node of Linux for Tegra/bootloader/generic/BCT/tegra234-mb1-bct-misc-p3767-0000.dts // Display-related carveouts aux info@CARVEOUT BPMP DCE { pref base = ; size = ; // 0MB alignment = ; // 0MB }; aux info@CARVEOUT DCE TSEC { pref base = ; size = ; // 0MB … …
… You'll learn about how to collect a wide range of performance data for your CUDA kernels, how automatic rules help in detecting common performance pitfalls and offering guidance through the profile reports, how to quickly compare profiling results to evaluate the effects of your code changes, and h… …
… The Linux kernel has all the bookkeeping necessary to be able to serialize this state. We use an open-source tool, CRIU Checkpoint/Restore in Userspace to walk the Linux kernel’s bookkeeping and serialize the process tree’s state to disk. …
… Download for Windows Download for Linux Download for Linux Arm64 Capture GPU Pipeline Exceptions Nsight Aftermath SDK generates a GPU “mini-dump” file from a live graphics application, containing detailed information about the GPU pipeline. …
… The Yocto Project is an open source Linux Foundation project that provides tools to build custom Linux distributions for embedded hardware architectures. …
… Four partners have recently upgraded from DirectML: Voicemod achieves 42% faster real-time AI voice conversion Topaz delivers 20% faster 1080p-to-4K upscaling while reducing engine storage by 3-4x DxO PhotoLab 9.7 ships faster AI photo processing Camo Streamlight AI autotune feature intelligently a… …
… The following code shows how the API works: Build a graph by capturing operations gb = device.create graph builder gb.begin building Capture kernel launches in the graph not executed launch gb, LaunchConfig grid=256, block=256 , kernel a, data ptr launch gb, LaunchConfig grid=256, block=256 , kerne… …
… CUTLASS Modular C++ templates and Python DSLs for building high-performance kernels targeting NVIDIA Tensor Cores. FlashInfer GPU-accelerated kernel library, accessible via Python API for inference, optimizing attention, MoEs, GEMMs, comms, and other neural network operations. …
… Use virtualization to isolate the sandbox kernel from the host kernel Many sandbox solutions macOS Seatbelt, Windows AppContainer, Linux Bubblewrap, Dockerized dev containers share the host kernel, leaving it exposed to any code executed within the sandbox. …