Development toolkit for programmers to access the advanced set of features available from the Nvidia Graphics Processing Unit in C and C++
Nvidia CUDA Toolkit is a powerful and reliable freeware CUDA development app and video tweak, developed by Nvidia for Windows.
The download has been tested by an editor here on a PC and a list of features has been compiled; see below. We've also created some screenshots of Nvidia CUDA Toolkit to illustrate the user interface and show the overall usage and features of this CUDA development program.
Provides for a development environment for Nvidia graphics cards
NVIDIA CUDA Toolkit provides a development environment for creating high performance GPU-accelerated applications. With the CUDA Toolkit, you can develop, optimize and deploy your applications on GPU-accelerated embedded systems, desktop workstations, enterprise data centers, cloud-based platforms and HPC supercomputers. The toolkit includes GPU-accelerated libraries, debugging and optimization tools, a C/C++ compiler and a runtime library to deploy your application.
GPU-accelerated CUDA libraries enable drop-in acceleration across multiple domains such as linear algebra, image and video processing, deep learning and graph analytics. For developing custom algorithms, you can use available integration with commonly used languages and numerical packages as well as well-published development APIs.
Features of Nvidia CUDA Toolkit
- CUDA C/C++: Compile GPU-accelerated code for Windows.
- CUDA Graph Library: Construct and analyze GPU graphs.
- CUDA Math Library: High-performance math functions.
- Compute Capabilities: Take advantage of NVIDIA GPUs up to 11th generation.
- Cross-Platform Development: Target Linux, Mac OS and Windows.
- CuBLAS Library: Speed up linear algebra operations.
- CuFFT Library: Accelerate Fourier Transform algorithms.
- CuRAND Library: Generate random numbers on the GPU.
- Debugging and Profiling: Identify and resolve application issues.
- GPU-Accelerated Libraries: Speed up application performance.
- NVIDIA Performance Primitives: Enhance media processing.
- Nsight Compute: Measure and optimize GPU kernel performance.
- Nsight Graphics: Profile and debug graphics applications.
- Nsight Systems: Visualize and analyze system performance.
- Thrust Library: High-performance parallel algorithm library.
Compatibility and License
Nvidia CUDA Toolkit is provided under a freeware license on Windows from video tweaks with no restrictions on usage. Download and installation of this PC software is free and 12.4 is the latest version last time we checked.
What version of Windows can Nvidia CUDA Toolkit run on?
Nvidia CUDA Toolkit can be used on a computer running Windows 11 or Windows 10. Previous versions of the OS shouldn't be a problem with Windows 8 and Windows 7 having been tested. It comes in both 32-bit and 64-bit downloads.
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