ROCm vs CUDA performance：[D] ROCm vs CUDA
[D] ROCm vs CUDA
![[D] ROCm vs CUDA](https://i0.wp.com/api.multiavatar.com/%5BD%5D+ROCm+vs+CUDA+%3A+rMachineLearning.png?apikey=viVnb6N20jclO8){kind=avatar}
2022年7月30日—Hellopeople,.ItriedtolookonlineforcomparisonsoftherecentAMD(ROCm)andGPU(CUDA)cardsbutI'vefoundveryfewbenchmarks.。其他文章還包含有：「AMD'sROCmisReadyToChallengeNVIDIA'sCUDA」、「CUDAvsROCm」、「CUDAvsROCm」、「CUDAvs.ROCm」、「NvidiaCUDAvsAMDROCmvsInteloneAPI：AI與HPC軟體...」、「ROCmvsCUDA」、「WhatarethedifferencesbetweenRocmandCUDA...」、「[D]WhyisCUDAsomuchfasterthan...
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AMD's ROCm is Ready To Challenge NVIDIA's CUDA
https://analyticsindiamag.com
On smaller models such as Llama 2 13B, ROCm with MI300X showcased 1.2 times better performance than NVIDIA coupled with CUDA on a single GPU.
CUDA vs ROCm
https://shihab-shahriar.github
Performance. I'll start with a real-world benchmark, using a classic example of GPGPU programming: Ray tracing in one weekend in cuda (Github) ...
CUDA vs ROCm
https://medium.com
Performance. Benchmarking ROCrand against CUDA on an Nvidia V100 GPU reveals a 30–50% performance deficit on real workloads like raytracing.
CUDA vs. ROCm
https://news.ycombinator.com
The performance of any application on SYCL is currently quite poor. Why drop ROCm (used on the world's largest supercomputer?) for an even more unproven product ...
Nvidia CUDA vs AMD ROCm vs Intel oneAPI：AI與HPC軟體 ...
https://n.yam.com
目前，軟體堆疊競爭中有三大主要玩家：Nvidia的計算統一設備架構（CUDA）、Intel的oneAPI和AMD的Radeon開放運算（ROCm）。雖然各有優劣，Nvidia的CUDA因其 ...
ROCm vs CUDA
https://thescimus.com
ROCm (Radeon Open Compute): ROCm, on the other hand, is AMD's open-source software platform designed for GPU-accelerated computing. It provides ...
What are the differences between Rocm and CUDA ...
https://www.quora.com
ROCm (Radeon Open Compute) and CUDA are two different frameworks for accelerating computations on GPUs, primarily used in training deep ...
![[D] Why is CUDA so much faster than ROCm?](https://i0.wp.com/api.multiavatar.com/%5BD%5D+Why+is+CUDA+so+much+faster+than+ROCm%3F.png?apikey=viVnb6N20jclO8){kind=avatar}
[D] Why is CUDA so much faster than ROCm?
https://www.reddit.com
Properly written and optimized ROCm code is just as fast as Cuda, right below whatever the maximum number of tflops of your GPU is. However, ...