#mlpack on 2023-02-09 — irc logs at libera.irclog.whitequark.org

2021-07-27 15:44 rcurtin_irc changed the topic of #mlpack to: mlpack: a scalable machine learning library (https://www.mlpack.org/) -- channel logs: https://libera.irclog.whitequark.org/mlpack -- NOTE: messages sent here might not be seen by bridged users on matrix, gitter, or slack

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15:34 <IWNMWEIWNMWE[m]> Hello everyone in the mlpack open source community! My name is Satyam Shukla and I am currently a 2nd year BTech student at National Institute of Technology Karnataka. I have a keen interest in machine learning and have been exploring it for the past 6 months. I am eager to learn and contribute to the mlpack community and am excited to be a part of this amazing group of individuals who share a passion for machine learning. Let's work

15:34 <IWNMWEIWNMWE[m]> together and create something impactful!

15:36 <IWNMWEIWNMWE[m]> if possible can someone help me with the installation I keep getting Could NOT find StbImage (missing: STB_IMAGE_INCLUDE_DIR) and Could NOT find PkgConfig (missing: PKG_CONFIG_EXECUTABLE) even though i have given it the path for stb_image containing directory

15:38 <zoq[m]> Hello, maybe the easiest solution is to set DOWNLOAD_DEPENDENCIES so, cmake -DDOWNLOAD_DEPENDENCIES=ON ..

15:38 <zoq[m]> this will download the dependencies

15:46 <IWNMWEIWNMWE[m]> thanks it was a successful build

16:21 <rcurtin[m]> I gotta say, I'm not very impressed by nvidia's OpenCL support... I found yesterday that matrix-matrix multiplies with clBLAS fail to compile with nvidia's OpenCL driver randomly for very specific matrix sizes, and I don't think there is a workaround. today, I found that the new nvidia OpenCL driver version just simply fails to compile anything at all...

16:23 <rcurtin[m]> kind of tough doing bandicoot development for something so unsupported. obviously you can just use the CUDA backend when you have an nvidia card, and that's generally faster anyway, but I wonder if I will find OpenCL to be just as poorly supported by other vendors too...

16:24 <shrit[m]> I thought you were saying "I'm very impressed" and then I had to re-read it because I was surprised at one point

16:25 <rcurtin[m]> ha! not quite "very impressed" 😂

16:26 <rcurtin[m]> I wonder if the end result is that more backends will have to be added, for, say, HIP or SYCL or Vulkan or, I dunno, whatever vendor extensions support multiplying matrices together in some way or another

18:02 <RohanKumarSingh[> Hello everyone present here. I am a 2nd year BTech student and I would love to contribute to Mlpack repo and be a part of this organization for future endeavour. I have completed building mlpack from source on my local machine. Please suggest me some beginner-friendly issues/bugs that I can work upon.

18:09 <zoq[m]> <rcurtin[m]> "I wonder if the end result is..." <- Not surprised at all about the lack of OpenCL support. But I guess for a first release, CUDA is the most important backend. If we like it or not.

18:11 <rcurtin[m]> agreed, CUDA is going to be the most-used by far. it's a bit unfortunate that making it "complete" so it works on OpenCL too is so time consuming :( spent the past two days (so far) porting MAGMA code

18:11 <rcurtin[m]> or clMAGMA really. it all seems to work, which is great, but it's very tedious and not very fun

18:11 <zoq[m]> <RohanKumarSingh[> "Hello everyone present here. I..." <- Some of the issue are tagged - https://www.mlpack.org/community.html so a first step would be to go over the list and see if you can find an interesting issue to work on.

19:02 <zoq[m]> you are talking about - https://icl.utk.edu/magma/software/index.html ?

19:04 <rcurtin[m]> yeah, Conrad ported a few things from MAGMA and clMAGMA (the OpenCL port that's not maintained anymore), for chol()... at first I thought I would reimplement LAPACK entirely as OpenCL kernels, which was a ridiculous amount of work, then I noticed what had been done for chol() and realized I could do the same for the underlying LAPACK functions that are used for svd(), eig(), etc.

19:05 <zoq[m]> Makes sense, some of the cuda libs are really good, not sure how this compares to the nvidia libs.

19:06 <rcurtin[m]> I'll be able to tell you soon! 😃

19:06 <rcurtin[m]> actually I can run the test for chol() right now, since that one is already done

19:06 <zoq[m]> nice, looking forward to see the timings

19:07 <rcurtin[m]> I only have a GTX 980 available at the moment, since my 2080ti is in a system with a broken nvidia OpenCL driver...

19:08 <rcurtin[m]> raw results from the `chol` benchmark program on a 1k x 1k matrix:... (full message at <https://libera.ems.host/_matrix/media/v3/download/libera.chat/c3e2a35991e4b6e65b805f9e2e29627cb3c9eb81>)

19:08 <zoq[m]> If you like, I can give you ssh access to the build machine, not sure that would be helpful. Or I can run it as well.

19:08 <rcurtin[m]> note that first OpenCL run, I think most of the time is clBLAS compiling a custom matrix multiplication kernel. otherwise it seems like the clMAGMA port slightly outperforms cuSolver here!

19:09 <zoq[m]> interesting

19:09 <zoq[m]> very minimal but faster yes

19:09 <rcurtin[m]> nah, no need for anything more than a 980 for now; mostly I'm just porting LAPACK functions with awful names (dorgqr... dgelqf... dormbr... makes my head hurt) and associated tests, most of which are on pretty small matrices. benchmarking will come once I ensure that the SVD actually works right 😃

19:18 <IWNMWEIWNMWE[m]> I have build mlpack on windows following the mlpack tutorial given on github but it seems that some file directories like C:\mlpack\mlpack\build\include are not present even after a successful build can someone pls provide a fix as these dir are to be put in the additional include directories list in visual studio

19:26 <rcurtin[m]> oh, try C:\mlpack\mlpack\src ... that changed when mlpack became header-only and I did not realize that change. can you point to the tutorial on Github so I can make sure it is appropriately updated?

19:36 <IWNMWEIWNMWE[m]> I have used the github for the build it works fine but I have used the mlpack websites tutorial:https://www.mlpack.org/doc/mlpack-3.0.4/doxygen/sample_ml_app.html as a reference for test project

19:40 <rcurtin[m]> that's from mlpack 3.0.4, so it is out of date; you should stick with the documentation on github 👍️