422
edits
Changes
GPU
,→Nvidia
* [https://docs.nvidia.com/cuda/parallel-thread-execution/index.html Nvidia PTX ISA]
* [https://docs.nvidia.com/cuda/index.html Nvidia CUDA Toolkit Documentation]
* [https://docs.nvidia.com/cuda/cuda-c-programming-guide/index.html Nvidia CUDA C++ Programming Guide]
* [https://docs.nvidia.com/cuda/cuda-c-best-practices-guide/index.html Nvidia CUDA C++ Best Practices Guide]
== Further ==
* [https://images.nvidia.com/aem-dam/Solutions/geforce/ada/nvidia-ada-gpu-architecture.pdf Ada GPU Whitepaper]
* [https://docs.nvidia.com/cuda/ada-tuning-guide/index.html Ada Tuning Guide]
=== Hopper Architecture ===
* [https://resources.nvidia.com/en-us-tensor-core Hopper H100 Whitepaper]
* [https://docs.nvidia.com/cuda/hopper-tuning-guide/index.html Hopper Tuning Guide]
=== Ampere Architecture ===
* [https://www.nvidia.com/content/dam/en-zz/Solutions/Data-Center/nvidia-ampere-architecture-whitepaper.pdf Ampere GA100 Whitepaper]
* [https://www.nvidia.com/content/PDF/nvidia-ampere-ga-102-gpu-architecture-whitepaper-v2.pdf Ampere GA102 Whitepaper]
* [https://docs.nvidia.com/cuda/ampere-tuning-guide/index.html Ampere GPU Architecture Tuning Guide]
=== Turing Architecture ===
[https://en.wikipedia.org/wiki/Turing_(microarchitecture) Turing] cards were first released in 2018. They are the first consumer cores to launch with RTX, for [https://en.wikipedia.org/wiki/Ray_tracing_(graphics) raytracing], features. These are also the first consumer cards to launch with TensorCores used for matrix multiplications to accelerate [[Neural Networks#Convolutional|convolutional neural networks]]. The Turing GTX line of chips do not offer RTX or TensorCores.
* [https://www.nvidia.com/content/dam/en-zz/Solutions/design-visualization/technologies/turing-architecture/NVIDIA-Turing-Architecture-Whitepaper.pdf Architectural Turing Architecture Whitepaper]* [https://docs.nvidia.com/cuda/turing-tuning-guide/index.html Turing Tuning Guide]
=== Volta Architecture ===
[https://en.wikipedia.org/wiki/Volta_(microarchitecture) Volta] cards were released in 2017. They were the first cards to launch with TensorCores, supporting matrix multiplications to accelerate [[Neural Networks#Convolutional|convolutional neural networks]].
* [https://images.nvidia.com/content/volta-architecture/pdf/volta-architecture-whitepaper.pdf Volta Architecture Whitepaper]* [https://docs.nvidia.com/cuda/volta-tuning-guide/index.html Volta Tuning Guide]
=== Pascal Architecture ===
