RX580-rocM-tensorflow-ubuntu20.4-guide VS alpaka

Compare RX580-rocM-tensorflow-ubuntu20.4-guide vs alpaka and see what are their differences.

RX580-rocM-tensorflow-ubuntu20.4-guide

Install guide of ROCm and Tensorflow on Ubuntu for the RX580 (by Grench6)
Rocm tensorflow-rocm
Source Code
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alpaka

Abstraction Library for Parallel Kernel Acceleration :llama: (by alpaka-group)
Cuda HPC GPU Rocm Hip Openmp openacc heterogeneous-parallel-programming CPP header-only Tbb Cpp17
Source Code
alpaka.readthedocs.io
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RX580-rocM-tensorflow-ubuntu20.4-guide alpaka
1 1
95 325
- 2.5%
10.0 9.2
over 1 year ago 7 days ago
C++
- Mozilla Public License 2.0
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RX580-rocM-tensorflow-ubuntu20.4-guide

Posts with mentions or reviews of RX580-rocM-tensorflow-ubuntu20.4-guide. We have used some of these posts to build our list of alternatives and similar projects.

alpaka

Posts with mentions or reviews of alpaka. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-08-01.
  • Cross Platform GPU-Capable Framework?
    6 projects | /r/gpgpu | 1 Aug 2021
    Note that Kokkos uses CUDA, OpenMP and also SYCL in order to have a wide range of targets. I'd also suggest taking a look at Alpaka https://github.com/alpaka-group/alpaka which is similar in some ways.

What are some alternatives?

When comparing RX580-rocM-tensorflow-ubuntu20.4-guide and alpaka you can also consider the following projects:

clspv - Clspv is a compiler for OpenCL C to Vulkan compute shaders

GLSL - GLSL Shading Language Issue Tracker

kompute - General purpose GPU compute framework built on Vulkan to support 1000s of cross vendor graphics cards (AMD, Qualcomm, NVIDIA & friends). Blazing fast, mobile-enabled, asynchronous and optimized for advanced GPU data processing usecases. Backed by the Linux Foundation.

OpenCLOn12 - The OpenCL-on-D3D12 mapping layer

clvk - Implementation of OpenCL 3.0 on Vulkan

ParallelReductionsBenchmark - Thrust, CUB, TBB, AVX2, CUDA, OpenCL, OpenMP, SyCL - all it takes to sum a lot of numbers fast!

ginkgo - Numerical linear algebra software package

arbor - The Arbor multi-compartment neural network simulation library.

monolish - monolish: MONOlithic LInear equation Solvers for Highly-parallel architecture

parallel-kd-tree - Parallel k-d tree with C++17, MPI and OpenMP

Umpire - An application-focused API for memory management on NUMA & GPU architectures

aomp - AOMP is an open source Clang/LLVM based compiler with added support for the OpenMP® API on Radeon™ GPUs. Use this repository for releases, issues, documentation, packaging, and examples.

alpaka vs clspv alpaka vs GLSL alpaka vs kompute alpaka vs OpenCLOn12 alpaka vs clvk alpaka vs ParallelReductionsBenchmark alpaka vs ginkgo alpaka vs arbor alpaka vs monolish alpaka vs parallel-kd-tree alpaka vs Umpire alpaka vs aomp