relion VS ParallelReductionsBenchmark

Compare relion vs ParallelReductionsBenchmark and see what are their differences.

relion

Image-processing software for cryo-electron microscopy (by 3dem)
microscopy cryo-em HPC Cuda Image processing biomolecular-dynamics molecular-biology molecular-structures atomistic-models Ctf high-performance-computing graphics-programming GUI Microscope optimization-algorithms maximum-likelihood likelihood relion regularization Nvidia
Source Code
relion.readthedocs.io
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ParallelReductionsBenchmark

Thrust, CUB, TBB, AVX2, CUDA, OpenCL, OpenMP, SyCL - all it takes to sum a lot of numbers fast! (by ashvardanian)
gpu-computing halide Sycl Vulkan Glsl Opencl GPU Cuda thrust Stl Tbb Intel Simd Openmp Gpgpu gpu-acceleration HPC Nvidia Parallel
Source Code
unum.cloud
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relion ParallelReductionsBenchmark
1 2
425 59
1.9% -
5.9 4.6
16 days ago 5 months ago
C++ C++
GNU General Public License v3.0 only -
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
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relion

Posts with mentions or reviews of relion. We have used some of these posts to build our list of alternatives and similar projects.

ParallelReductionsBenchmark

Posts with mentions or reviews of ParallelReductionsBenchmark. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-02-02.
  • Failing to Reach 204 GB/S DDR4 Bandwidth
    3 projects | news.ycombinator.com | 2 Feb 2022
    For the single threaded version, they have a data hazard on the sums that could be smoothed out with a little loop unrolling and separate variables.

    But in the [threaded version](https://github.com/unum-cloud/ParallelReductions/blob/fd16d9...) they have separate slots for an accumulator but it's still in a shared vector, which most likely has the issue I described.

What are some alternatives?

When comparing relion and ParallelReductionsBenchmark you can also consider the following projects:

AdaptiveCpp - Implementation of SYCL and C++ standard parallelism for CPUs and GPUs from all vendors: The independent, community-driven compiler for C++-based heterogeneous programming models. Lets applications adapt themselves to all the hardware in the system - even at runtime!

MatX - An efficient C++17 GPU numerical computing library with Python-like syntax

relion vs AdaptiveCpp ParallelReductionsBenchmark vs MatX