From 129d1c56094297f14cee10771df5475bf1f80ef9 Mon Sep 17 00:00:00 2001 From: Isaac Morales Date: Fri, 18 Oct 2024 02:22:38 +0200 Subject: [PATCH 1/3] Add blog and fix poster --- _data/preslist.yml | 4 +- ...formance-of-biodynamo-using-cpp-modules.md | 89 ++++++++++++++++++ images/blog/bdm-peak-memory.png | Bin 0 -> 21647 bytes images/blog/bdm-startup-time.png | Bin 0 -> 21801 bytes images/pubpic/FOURTHMODEBDM.png | Bin 0 -> 231307 bytes 5 files changed, 91 insertions(+), 2 deletions(-) create mode 100644 _posts/2024-10-17-improving-performance-of-biodynamo-using-cpp-modules.md create mode 100644 images/blog/bdm-peak-memory.png create mode 100644 images/blog/bdm-startup-time.png create mode 100644 images/pubpic/FOURTHMODEBDM.png diff --git a/_data/preslist.yml b/_data/preslist.yml index 7ed6353a..f956dfc5 100644 --- a/_data/preslist.yml +++ b/_data/preslist.yml @@ -1,13 +1,13 @@ - title: "Improving BioDynamo's Performance using ROOT C++ Modules" description: | - Poster presented at the FOURTH Mode Workshop on Differentiable Programming for Experiment Desing + Poster presented at the FOURTH Mode Workshop on Differentiable Programming for Experiment Design location: "[Fourth MODE Workshop](https://indico.cern.ch/event/1380163/)" date: 2024-09-24 speaker: Isaac Morales Santana id: "FOURTHMODEBDM" artifacts: | [Link to poster](/assets/presentations/Fourth_MODE_Isaac_Morales.pdf) - highlight: 1 + highlight: 0 - title: "Accelerating Large Scientific Workflows Using Source Transformation Automatic Differentiation" description: | diff --git a/_posts/2024-10-17-improving-performance-of-biodynamo-using-cpp-modules.md b/_posts/2024-10-17-improving-performance-of-biodynamo-using-cpp-modules.md new file mode 100644 index 00000000..a99836c4 --- /dev/null +++ b/_posts/2024-10-17-improving-performance-of-biodynamo-using-cpp-modules.md @@ -0,0 +1,89 @@ +--- +title: "Wrapping up GSoC'24: Improving performance of BioDynaMo using ROOT C++ Modules" +layout: post +excerpt: "This project, part of Google Summer of Code 2024, aims to reduce the header parsing in BioDynaMo using the ROOT C++ Modules" +sitemap: false +author: Isaac Morales Santana +permalink: blogs/gsoc24_isaac_morales_wrapup_blog/ +banner_image: /images/blog/gsoc-banner.png +date: 2024-10-17 +tags: gsoc root cmake c++ +--- + +### Introduction + +I am Isaac Morales, a Computer Engineering student at the University of Granada, Spain. +This summer I had the opportunity to participate in Google Summer of Code 2024. My project +revolved around enhancing BioDynaMo's performance using the ROOT C++ Modules. + +**Mentors**: Vassil Vassilev, Lukas Breitwieser. + + +### Project overview + +BioDynaMo is an agent-based simulation platform designed to facilitate complex simulations, +particularly in fields like cancer research, epidemiology, and social sciences. It leverages +ROOT—a framework widely used in high-energy physics—for statistical analysis, random number +generation, C++ Jupyter notebooks, and I/O operations. However, enhancing BioDynaMo’s performance +remains a key challenge. This is where this Google Summer of Code 2024 (GSoC ‘24) project comes +into play, focusing on optimizing the platform through ROOT C++ Modules. + +### The Challenge: Performance Bottlenecks in BioDynaMo +BioDynaMo’s reflection system, which utilizes Cling (an interactive C++ interpreter from ROOT), +experiences significant runtime performance and memory usage issues. The repeated parsing of library +descriptors by Cling introduces inefficiencies that slow down the startup phase and consume excessive +memory. These bottlenecks are especially evident in simulations with a low number of time steps, as +a substantial portion of the time is spent on parsing rather than on actual computations. + +### The Solution: Integrating ROOT C++ Modules. +The primary goal of the GSoC project was to integrate ROOT’s C++ Modules into BioDynaMo to minimize +these performance issues. C++ Modules offer an efficient on-disk representation of C++ code, +reducing the need for repeated parsing of invariant code. By implementing these modules, +the project aimed to optimize runtime memory usage and improve overall performance + +## Key steps undertaken include: +1. **Reworking CMake Rules:** The project incorporated ROOT and another packages +efficiently using FetchContent, modifying CMake rules accordingly (e.g., PR [#365](https://github.com/BioDynaMo/biodynamo/pull/365) +and [#387](https://github.com/BioDynaMo/biodynamo/pull/387)) +2. **Replacing genreflex with rootcling:** This switch was crucial to enable C++ Modules and +streamline the generation of reflection information (PR [#379](https://github.com/BioDynaMo/biodynamo/pull/379)) +3. **Automatic Modules Map Generation:** Using relative paths, the CMake system was modified to +automate module map creation, ensuring smooth integration with BioDynaMo's libraries. + +### Promising Results +The results have been promising, showcasing significant performance gains. Benchmarking revealed +improvements ranging from 18% reduction in peak memory usage with the default modules.idx to 25% with the +updated one. +![Plot of the peak memory usage in various demos](/images/blog/bdm-peak-memory.png) + + +Moreover, the startup phase saw an impressive 80% reduction in time, thanks to the optimized +handling of header parsing. That highlights the efficiency of C++ Modules in minimizing +Cling’s parsing overhead +![Plot of the startup time in various demos](/images/blog/bdm-startup-time.png) + +As expected, the simulation time did not show an appreciable improvement. However, in the +unit tests, the time was 33% lower. I believe this is because unit tests involve a lot of parsing and Cling calls. + +### Future Steps and Challenges Ahead +Despite these advances, several challenges remain. For instance, memory leaks have been observed when using the new +`ROOT_GENERATE_DICTIONARY`, even with C++ Modules disabled. Additionally, the build system for individual demos has +caused compatibility issues with the main build system. Resolving these issues and finalizing the integration of C++ +Modules will be essential for ensuring long-term stability and reliability. + +Looking ahead, further optimizations are planned, including potential module-based optimizations for BioDynaMo’s +core components. Collaboration with the BioDynaMo team continues, with upcoming meetings scheduled +to align efforts and resolve outstanding issues. + +### Conclusion +The integration of C++ Modules has proven effective in reducing memory usage and startup time, although some hurdles remain. +Continued collaboration and testing will be crucial to fully realize the performance potential of BioDynaMo, +enabling more efficient simulations for researchers in computational biology. + +### Related Links + +- [ROOT website](https://root.cern) +- [BioDynaMo website](https://www.biodynamo.org/) +- [My GitHub Profile](https://github.com/imorlxs) + + diff --git a/images/blog/bdm-peak-memory.png b/images/blog/bdm-peak-memory.png new file mode 100644 index 0000000000000000000000000000000000000000..63eb673a0bc95f5808b4f8fb7dcb920a99c1ce82 GIT binary patch literal 21647 zcmeIacUV)~yDf}m+W}Eg0Ra^h6%~~pn$l4Ll_o9N=u(7G14N|>f;0uGks?TqB1k6+ zA|e8Y7J8(YKqw)EmgLR_sC&Ej@7#0F*UtIw`NJnqFl(*3W_!mw#&~DI6%7^UZJgVf 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zGFaw{(<>9(ADMEH?Ur;U16sUfQJt*`t2^zRN{C}a3INov)iUkQNNc$*rHeX{*9e;CjOlc94w&(&4fiVZ&Q^OTiA95qFx&($-J*EVLBzIVfdzr<@ITx=O`fPs#U3-2v( zt#T`@I{_Uo;q_I-g$MH~hZl`b7UT6l+O50f0Kn+@995RGLAXv*E(nGdW`>PqDhc+4 zakWAnK$_x|Jdc%X1Lt)_2<1to{(a7jcupI`Zb|nqq(l6CFIW$zb-h9DyGN`3j(*Il z%BT3;Ei@GtRlGs8VkedAVbMUGI3tdmfToOoWm_&xgF}Z|JMu*ZzdI`G<N++7NS_9m|+fy!LONM8i3QZ$rQ3HuAz5Jnu#NP(Mh0?b%L`ake>P_=+ z?@3yG27^$C=Uriee0jS$26dSRDp%9Kh6#;g^K3GtP3;m}%>=^AUM(%Ve)-E#9bi*}Bt+x>My=G{Gc$xtuu=`CxDY= ztwP$!y4alyntGb%#p{<6k!*rAF0HJ+KZVi9z!ZBP)rqzy8v>98 z)fG$nTADnGnKldMa@xKA-t;`iCLqs-) QE>{7cn~R4t$1x=9Pj5u~9{>OV literal 0 HcmV?d00001 From d5669eafc7dd16ba1aa00a0aa551c827864d573f Mon Sep 17 00:00:00 2001 From: Isaac Morales Date: Fri, 18 Oct 2024 03:05:46 +0200 Subject: [PATCH 2/3] Add acknowledges and improve some other parts --- ...formance-of-biodynamo-using-cpp-modules.md | 29 ++++++++++++++----- 1 file changed, 22 insertions(+), 7 deletions(-) diff --git a/_posts/2024-10-17-improving-performance-of-biodynamo-using-cpp-modules.md b/_posts/2024-10-17-improving-performance-of-biodynamo-using-cpp-modules.md index a99836c4..57ed83b8 100644 --- a/_posts/2024-10-17-improving-performance-of-biodynamo-using-cpp-modules.md +++ b/_posts/2024-10-17-improving-performance-of-biodynamo-using-cpp-modules.md @@ -41,14 +41,16 @@ these performance issues. C++ Modules offer an efficient on-disk representation reducing the need for repeated parsing of invariant code. By implementing these modules, the project aimed to optimize runtime memory usage and improve overall performance -## Key steps undertaken include: +## What I did?: 1. **Reworking CMake Rules:** The project incorporated ROOT and another packages efficiently using FetchContent, modifying CMake rules accordingly (e.g., PR [#365](https://github.com/BioDynaMo/biodynamo/pull/365) -and [#387](https://github.com/BioDynaMo/biodynamo/pull/387)) +and [#387](https://github.com/BioDynaMo/biodynamo/pull/387), both merged) 2. **Replacing genreflex with rootcling:** This switch was crucial to enable C++ Modules and streamline the generation of reflection information (PR [#379](https://github.com/BioDynaMo/biodynamo/pull/379)) -3. **Automatic Modules Map Generation:** Using relative paths, the CMake system was modified to -automate module map creation, ensuring smooth integration with BioDynaMo's libraries. +3. **C++ Modules changes** Among other things, I used automatic generation for the module map with relative paths, +modified the `selection.xml` file to support the new dictionaries and fixed headers with missing includes (PR [#385](https://github.com/BioDynaMo/biodynamo/pull/385). +4. **Updated some CI workflows** I fixed some failing workflows in PR [#377](https://github.com/BioDynaMo/biodynamo/pull/377). +Also, I did some minor changes in some flags in PR's [#378](https://github.com/BioDynaMo/biodynamo/pull/378) and [#367](https://github.com/BioDynaMo/biodynamo/pull/367) ### Promising Results The results have been promising, showcasing significant performance gains. Benchmarking revealed @@ -66,10 +68,10 @@ As expected, the simulation time did not show an appreciable improvement. Howeve unit tests, the time was 33% lower. I believe this is because unit tests involve a lot of parsing and Cling calls. ### Future Steps and Challenges Ahead -Despite these advances, several challenges remain. For instance, memory leaks have been observed when using the new +Despite these advances, several challenges remain. PR's #365 is ready to merge and #385 needs some changes. For instance, memory leaks have been observed when using the new `ROOT_GENERATE_DICTIONARY`, even with C++ Modules disabled. Additionally, the build system for individual demos has -caused compatibility issues with the main build system. Resolving these issues and finalizing the integration of C++ -Modules will be essential for ensuring long-term stability and reliability. +caused compatibility issues with the main build system. Also, there is a problem with the Jupyter notebooks. +Resolving these issues and finalizing the integration of C++ Modules will be essential for ensuring long-term stability and reliability. Looking ahead, further optimizations are planned, including potential module-based optimizations for BioDynaMo’s core components. Collaboration with the BioDynaMo team continues, with upcoming meetings scheduled @@ -80,6 +82,19 @@ The integration of C++ Modules has proven effective in reducing memory usage and Continued collaboration and testing will be crucial to fully realize the performance potential of BioDynaMo, enabling more efficient simulations for researchers in computational biology. +### Acknowledges +First of all, I would like to thank Google Summer of Code for the opportunity to work on this project. +But above all, my most sincere gratitude goes to Vassil. He has been an exceptional mentor, always attentive +and ready to help with anything I needed. His encouragement during weekly meetings and his constant support in all areas, +from soft skills to technical expertise, have truly inspired me and earned my admiration. + +Many thanks also to the BioDynaMo team: to Lukas Breitweiser for guiding me through the final stages and helping +me understand the complexities of BioDynaMo; to Tobias Duswald for reviewing my PRs and assisting me in analyzing +my results; and to Fons Rademakers for his support when I faced challenges compiling ROOT in debug mode. + +Lastly, a special thanks to my colleagues from Compiler Research, particularly David, Attel and Maksym, whom I had +the pleasure of meeting at the Fourth MODE in Valencia, for making this experience unforgettable. + ### Related Links - [ROOT website](https://root.cern) From aa9ece498e92b6763423517bb9519e7dbf4a972d Mon Sep 17 00:00:00 2001 From: Vassil Vassilev Date: Fri, 18 Oct 2024 17:03:50 +0300 Subject: [PATCH 3/3] Update _posts/2024-10-17-improving-performance-of-biodynamo-using-cpp-modules.md --- ...0-17-improving-performance-of-biodynamo-using-cpp-modules.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/_posts/2024-10-17-improving-performance-of-biodynamo-using-cpp-modules.md b/_posts/2024-10-17-improving-performance-of-biodynamo-using-cpp-modules.md index 57ed83b8..25aea730 100644 --- a/_posts/2024-10-17-improving-performance-of-biodynamo-using-cpp-modules.md +++ b/_posts/2024-10-17-improving-performance-of-biodynamo-using-cpp-modules.md @@ -92,7 +92,7 @@ Many thanks also to the BioDynaMo team: to Lukas Breitweiser for guiding me thro me understand the complexities of BioDynaMo; to Tobias Duswald for reviewing my PRs and assisting me in analyzing my results; and to Fons Rademakers for his support when I faced challenges compiling ROOT in debug mode. -Lastly, a special thanks to my colleagues from Compiler Research, particularly David, Attel and Maksym, whom I had +Lastly, a special thanks to my colleagues from Compiler Research, particularly David, Atel and Maksym, whom I had the pleasure of meeting at the Fourth MODE in Valencia, for making this experience unforgettable. ### Related Links