Image-Convolutaion-OpenCL
By Omeganx
blislab
BLISlab: A Sandbox for Optimizing GEMM (by flame)
| Image-Convolutaion-OpenCL | blislab | |
|---|---|---|
| 1 | 1 | |
| - | 416 | |
| - | 0.0% | |
| - | 0.0 | |
| - | almost 3 years ago | |
| C | ||
| - | - |
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.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Image-Convolutaion-OpenCL
Posts with mentions or reviews of Image-Convolutaion-OpenCL.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-07-27.
-
Image convolution optimisation strategies.
Thanks, here is the code : https://github.com/Omeganx/Image-Convolutaion-OpenCL (I removed the other code I was using to make it focused around the convolution code)
blislab
Posts with mentions or reviews of blislab.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-07-27.
-
Image convolution optimisation strategies.
Efficient matrix multiplications or convolutions on CPU will use layered tiling to optimize registers, L1, L2 and TLB, L3 cache (if it exist). This improve speed by over 150x vs naive triple for-loop matrix multiplication and the same thing applies to convolution. See overview https://www.cs.utexas.edu/users/flame/laff/pfhp/week3-goto.html and actual exercises https://github.com/flame/blislab
What are some alternatives?
When comparing Image-Convolutaion-OpenCL and blislab you can also consider the following projects:
Halide - a language for fast, portable data-parallel computation
maxas - Assembler for NVIDIA Maxwell architecture
how-to-optimize-gemm
llama2.c - Llama 2 Everywhere (L2E)
blis - BLAS-like Library Instantiation Software Framework