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ROCm [3] is an Advanced Micro Devices (AMD) software stack for graphics processing unit (GPU) programming. ROCm spans several domains: general-purpose computing on graphics processing units (GPGPU), high performance computing (HPC), heterogeneous computing .
CUDA support ROCm support [1] Automatic differentiation [2] Has pretrained models Recurrent nets Convolutional nets RBM/DBNs Parallel execution (multi node) Actively developed BigDL: Jason Dai (Intel) 2016 Apache 2.0: Yes Apache Spark Scala Scala, Python No No Yes Yes Yes Yes Caffe: Berkeley Vision and Learning Center 2013 BSD: Yes Linux, macOS ...
ROCm HIP targets Nvidia GPU, AMD GPU, and x86 CPU. HIP is a lower-level API that closely resembles CUDA's APIs. [47] For example, AMD released a tool called HIPIFY that can automatically translate CUDA code to HIP. [48] Therefore, many of the points mentioned in the comparison between CUDA and SYCL also apply to the comparison between HIP and ...
AMD Instinct is AMD's brand of data center GPUs. [1] [2] It replaced AMD's FirePro S brand in 2016.Compared to the Radeon brand of mainstream consumer/gamer products, the Instinct product line is intended to accelerate deep learning, artificial neural network, and high-performance computing/GPGPU applications.
RV635 PRO 55 378 PCIe 2.0 ×16 AGP 8× 725 405 800 2.90 5.80 256 512 1024 13.0 25.6 DDR2 GDDR3 GDDR4 174.0 65 2-way CrossFire: Radeon HD 3730 October 5, 2008 135 PCIe 2.0 ×16 722 405 2.89 5.78 512 1024 13.0 DDR2 173.3 No Radeon HD 3750 796 693 3.18 6.37 512 22.2 GDDR3 191.0 2-way CrossFire: Radeon HD 3830 April 1, 2008 RV670 PRO 666 192 668 ...
CuPy is an open source library for GPU-accelerated computing with Python programming language, providing support for multi-dimensional arrays, sparse matrices, and a variety of numerical algorithms implemented on top of them. [3]
Computing / ROCm; Vulkan [15] OpenGL [16] Direct3D HSA OpenCL; Wonder: Fixed-pipeline [a] 1000 nm 800 nm — — — — — Ended 1986 Graphics Solutions Mach: 800 nm 600 nm 1991 Mach8 3D Rage: 500 nm 5.0 1996 3D Rage Rage Pro: 350 nm 1.1 6.0 1997 Rage Pro Rage 128: 250 nm 1.2 1998 Rage 128 GL/VR R100: 180 nm 150 nm 1.3 7.0 2000 Radeon R200 ...
RustiCL is available at 22.3 with official OpenCL 3.0 Conformance for Intel XE Graphics. Performance is equal and better to AMD ROCm with AMD 6700 XT Card. [59] [60] A main development target of Mesa 23.0 was ray tracing for Vulkan. [61] [62] Microsoft develops the Dozen driver for Vulkan in WSL.