Come for an introduction to programming the GPU by the lead architect of CUDA. CUDA's unique in being a programming language designed and built hand-in-hand with the hardware that it runs on. Stepping up from last year's "How GPU Computing Works" deep dive into the architecture of the ...
Come for an introduction to programming the GPU by the lead architect of CUDA. CUDA's unique in being a programming language designed and built hand-in-hand with the hardware that it runs on. Stepping up from last year's "How GPU Computing Works" deep dive into the archit...
cuda_learning learning how CUDA works project list: custom op [Done] CUDA 编程基础 memory & reduction [Done] GPU的内存体系及其优化指南 Gemm [Done] 通用矩阵乘法:从入门到熟练 Transformer [Done] 基础算子: LayerNorm 算子的 CUDA 实现与优化 SoftMax 算子的 CUDA 实现与优化 Cross Entropy 的 ...
As we know, we can use LD_PRELOAD to intercept the CUDA driver API, and through the example code provided by the Nvidia, I know that CUDA Runtime symbols cannot be hooked but the underlying driver ones can, so can I get the conclusion “CUDA runtime API will call driver API”? And ...
You should probably be having your cudaGraphicsGLRegisterBuffer call done in the host code, and have your CUDA<–>OpenGL include header(s), such as “cuda_gl_interop.h”. I would highly advise looking at an existing project that works, and building off of their framework. Take a look at...
In the first post of this series we looked at the basic elements of CUDA Fortran by examining a CUDA Fortran implementation of SAXPY. In this second post we…
efficient. This post looks at one such suite of debugging tools:NVIDIA Compute Sanitizer. We explore the features and walk you through examples that show its use, so that you can save time and effort in the debugging process while improving the reliability and performance of your CUDA ...
int) if random_action else torch.argmax(output)][0] if torch.cuda.is_available(): # put on GPU if CUDA is available action_index = action_index.cuda() action[action_index] = 1 # get next state and reward image_data_1, reward, terminal = game_state.frame_step(action) image_data...
The Triton programming model works the same way, but each kernel is single-threaded (though automatically parallelised) and associated with a set of global ranges that varies from instance to instance. The approach leads to simpler kernels in which CUDA-like concurrency primitives are nonexistent...
If I modify it to run it as administrator (by using the command prompt) the code works. If I run it as a service it fails, so I think it's due to permmissions. But How can I run a Windows Service as administrator? (I mean, how to do something similar to rigth click "run as...