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zzUNeP%kVt`om+Y_#S6{UWe~-*4#RLkF(~M;d`9*`Br=n9p={Id+0E?4BtbC r&$r?`L^HPz-$RGb$KfZ{bwb~|bN6ZI&;AvQzIEiF!GVl@=l}da9(~^% literal 0 HcmV?d00001 From 91a5eda28fa2addda94f03f103efd2cdcc6496ad Mon Sep 17 00:00:00 2001 From: bhk Date: Wed, 20 Nov 2024 00:58:28 +0800 Subject: [PATCH 2/2] add class topology part in dev doc --- developers/readme.md | 22 ++++++++++++++++++++++ 1 file changed, 22 insertions(+) diff --git a/developers/readme.md b/developers/readme.md index d88828c9..c8ad4e76 100644 --- a/developers/readme.md +++ b/developers/readme.md @@ -68,6 +68,28 @@ If you use new CUDA and HIP APIs, they should be added to this file. * `mc`: The module for doing hybrid Monte Carlo and molecular dynamics (MCMD) simulations. * `utilities`: The module containing some common utilities used in many of the other modules. +## Class Topology + +* To quickly understand software architecture, there are two class topology figures for `gpumd` and `nep`. For each class, the corresponding files are in the `src` folder. For example, you could find class `Atom` in `atom.cu` and `atom.cuh`. In addition to these classes, there is another important class `GPU_Vector`. This class is designed perfectly and handles all data in GPU. The usage of it is almost the same of `std::vector`. +* Meaning of the symbols: + * Solid lines represent the class at the base of the arrow holds an instance of the class at the tip. + * Full lines with `*` represent the class at the base of the arrow holds a pointer to an instance of the class at the tip. + * Dashed lines represent the class at the tip of the arrow is derived from the class at the base. + * Double solid lines represent the class at the base of arrow holds a vector of the class at the tip. + * Red boundaries represent these classes have pure virtual functions so that couldn't be instantiated directly. + * The shape of boundary represents the "level" of this class to make the figure +* The topmost class of `gpumd` is `Run`, which holds all core class instances except `Minimize`. Class `Minimize` will be instantiated just when `minimize` is setting. +![gpumd class topology](./main_gpumd_class_topology.png) +* More details about `gpumd` class topology: + * `Run` holds a vector of `Group` instances that each represents a group method. + * `thermo` is a `std::vector` of `float` in the class `Run`. + +* The classes in `nep` is simpler so here we list some main functions to make the training process clearer. There are just three main steps in the figure. + * Step 1: initialize `para` by parameters set in `nep.in` file. + * Step 2: initialize `fitness` by a reference of `para` and read `train.xyz` and `test.xyz` (if exist) to initialize two datasets. + * Step 3: initialize `snes` by `para` and `fitness`. At the end of construct function, `SNES::compute` is called to start the training. +![nep class topology](./main_nep_class_topology.png) + ## Units * Units for inputs and outputs should be specified in the user manual.