套件：leela-zero（0.16-1）
Go engine with no human-provided knowledge, modeled after the AlphaGo Zero paper
A Go program with no human provided knowledge. Using MCTS (but without Monte Carlo playouts) and a deep residual convolutional neural network stack.
This is a fairly faithful reimplementation of the system described in the Alpha Go Zero paper "Mastering the Game of Go without Human Knowledge". For all intents and purposes, it is an open source AlphaGo Zero.
https://deepmind.com/documents/119/agz_unformatted_nature.pdf
No network weights are in this repository. If you manage to obtain the AlphaGo Zero weights, this program will be about as strong, provided you also obtain a few Tensor Processing Units. Lacking those TPUs, the author recommends a top of the line GPU - it's not exactly the same, but the result would still be an engine that is far stronger than the top humans.
Recomputing the AlphaGo Zero weights will take about 1700 years on commodity hardware. Upstream is running a public, distributed effort to repeat this work. Working together, and especially when starting on a smaller scale, it will take less than 1700 years to get a good network (which you can feed into this program, suddenly making it strong). To help with this effort, run the leelaz-autogtp binary provided in this package. The best-known network weights file is at http://zero.sjeng.org/best-network
其他與 leela-zero 有關的套件
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- dep: libboost-filesystem1.67.0
- filesystem operations (portable paths, iteration over directories, etc) in C++
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- dep: libboost-program-options1.67.0
- program options library for C++
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- dep: libboost-system1.67.0
- Operating system (e.g. diagnostics support) library
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- dep: libc6 (>= 2.27)
- GNU C 函式庫：共用函式庫
同時作為一個虛擬套件由這些套件填實： libc6-udeb
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- dep: libgcc1 (>= 1:3.0) [amd64, arm64]
- GCC 支援函式庫
- dep: libgcc1 (>= 1:3.5) [armhf]
- dep: libgcc1 (>= 1:4.2) [i386]
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- dep: libqt5core5a (>= 5.11.0~rc1) [amd64, i386]
- Qt 5 core module
- dep: libqt5core5a (>= 5.7.0) [arm64, armhf]
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- dep: libstdc++6 (>= 7)
- GNU Standard C++ Library v3
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- dep: ocl-icd-libopencl1
- Generic OpenCL ICD Loader
- 或者 libopencl1
- 本虛擬套件由這些套件填實： mali-t62x-fbdev-driver, mali-t62x-wayland-driver, mali-t62x-x11-driver, mali-t76x-fbdev-driver, mali-t76x-wayland-driver, mali-t76x-x11-driver, nvidia-libopencl1, ocl-icd-libopencl1
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- dep: ocl-icd-libopencl1 (>= 1.0)
- Generic OpenCL ICD Loader
- 或者 libopencl-1.1-1
- 本虛擬套件由這些套件填實： nvidia-libopencl1, ocl-icd-libopencl1
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- dep: ocl-icd-libopencl1 (>= 1.0)
- Generic OpenCL ICD Loader
- 或者 libopencl-1.2-1
- 本虛擬套件由這些套件填實： nvidia-libopencl1, ocl-icd-libopencl1
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- dep: zlib1g (>= 1:1.1.4)
- 壓縮函式庫 - 跑程式時用(runtime)