sh1ng / arboretum Goto Github PK

View Code? Open in Web Editor NEW

64.0 4.0 14.0 672 KB

Gradient Boosting powered by GPU(NVIDIA CUDA)

License: Other

Python 34.13% C++ 12.52% C 0.46% Cuda 51.83% CMake 0.81% Dockerfile 0.08% Makefile 0.16%

arboretum gpu machine-learning cuda gradient-boosting-machine gradient-boosting python

arboretum's People

Contributors

Stargazers

Watchers

Forkers

palevas pseudotensor jovsa ericperbos strideradu andyharless xuanhan863 yanshanjing wubizhi tony32769 mangothecat5 kyapp69 dayeren thegodone nikolayvoronchikhin

arboretum's Issues

how do I know the computational capabilities of my device?

Not able to execute make from root user

Hello, I am trying to install this from root user. I have added cub and json as submodules but still, I am not able to execute the make, it is showing the following exact error

Ubuntu 16.04 with python3

root@instance-2:/home/janpreetds/arboretum# make
"" -gencode=arch=compute_61,code="sm_61,compute_61" -c -DSM610 -Xptxas -v -Xcudafe -# -Xcompiler -ffloat-store -O3 -I_cub/ -I_json/src/ -std=c++11 -Xcompiler -fPIC -Xcompiler -O3 -Xcompiler -fopenmp -Xcompiler -Wall -Xcompiler -funroll-loops -Xcompiler -march=native -ccbin=g++ -o io.o src/io/io.cu
/bin/sh: 1: : Permission denied
makefile:31: recipe for target 'io.o' failed
make: *** [io.o] Error 127

Please help, thanks :)

any chance to add a method to save model/tree ?

pickle is not an option since it gives :
ValueError: ctypes objects containing pointers cannot be pickled

Hi

Possible install on windows 10 ?

Cannot Find arboretum_wrapper.so

I ran the README.md as directed everything was set up smoothly but when I tried to run the code it said it could not find the arboretum_wrapper.so in the python-wrapper directory. How can I remedy this? I ran this on Ubuntu.

A problem with json.hpp file during compilation

I have a problem to compile garden.o

The command is:

"/usr/bin/nvcc" -gencode=arch=compute_37,code=\"sm_37,compute_37\" -c -DSM370 -Xptxas -v -Xcudafe -# -Xcompiler -ffloat-store -O3 -I_cub/ -I_json/src/ -std=c++11 -Xcompiler -fPIC -Xcompiler -O3 -Xcompiler -fopenmp -Xcompiler -Wall -Xcompiler -funroll-loops -Xcompiler -march=native -ccbin=g++ -D_MWAITXINTRIN_H_INCLUDED -D_FORCE_INLINES -D__STRICT_ANSI__

However, I got the following error:

_json/src/json.hpp(11227): error: expression must have a constant value
          detected during:
            instantiation of "__nv_bool nlohmann::basic_json<ObjectType, ArrayType, StringType, BooleanType, NumberIntegerType, NumberUnsignedType, NumberFloatType, AllocatorType, JSONSerializer>::lexer::strtonum::to(T &) const [with ObjectType=std::map, ArrayType=std::vector, StringType=std::__cxx11::string, BooleanType=__nv_bool, NumberIntegerType=int64_t, NumberUnsignedType=uint64_t, NumberFloatType=double, AllocatorType=std::allocator, JSONSerializer=nlohmann::adl_serializer, T=uint64_t, <unnamed>=void]" 
(11275): here
            instantiation of "__nv_bool nlohmann::basic_json<ObjectType, ArrayType, StringType, BooleanType, NumberIntegerType, NumberUnsignedType, NumberFloatType, AllocatorType, JSONSerializer>::lexer::get_number(nlohmann::basic_json<ObjectType, ArrayType, StringType, BooleanType, NumberIntegerType, NumberUnsignedType, NumberFloatType, AllocatorType, JSONSerializer> &, nlohmann::basic_json<ObjectType, ArrayType, StringType, BooleanType, NumberIntegerType, NumberUnsignedType, NumberFloatType, AllocatorType, JSONSerializer>::lexer::token_type) const [with ObjectType=std::map, ArrayType=std::vector, StringType=std::__cxx11::string, BooleanType=__nv_bool, NumberIntegerType=int64_t, NumberUnsignedType=uint64_t, NumberFloatType=double, AllocatorType=std::allocator, JSONSerializer=nlohmann::adl_serializer]" 
(11572): here
            instantiation of "nlohmann::basic_json<ObjectType, ArrayType, StringType, BooleanType, NumberIntegerType, NumberUnsignedType, NumberFloatType, AllocatorType, JSONSerializer> nlohmann::basic_json<ObjectType, ArrayType, StringType, BooleanType, NumberIntegerType, NumberUnsignedType, NumberFloatType, AllocatorType, JSONSerializer>::parser::parse_internal(__nv_bool) [with ObjectType=std::map, ArrayType=std::vector, StringType=std::__cxx11::string, BooleanType=__nv_bool, NumberIntegerType=int64_t, NumberUnsignedType=uint64_t, NumberFloatType=double, AllocatorType=std::allocator, JSONSerializer=nlohmann::adl_serializer]" 
(11384): here
            instantiation of "nlohmann::basic_json<ObjectType, ArrayType, StringType, BooleanType, NumberIntegerType, NumberUnsignedType, NumberFloatType, AllocatorType, JSONSerializer> nlohmann::basic_json<ObjectType, ArrayType, StringType, BooleanType, NumberIntegerType, NumberUnsignedType, NumberFloatType, AllocatorType, JSONSerializer>::parser::parse() [with ObjectType=std::map, ArrayType=std::vector, StringType=std::__cxx11::string, BooleanType=__nv_bool, NumberIntegerType=int64_t, NumberUnsignedType=uint64_t, NumberFloatType=double, AllocatorType=std::allocator, JSONSerializer=nlohmann::adl_serializer]" 
(6432): here
            instantiation of "nlohmann::basic_json<ObjectType, ArrayType, StringType, BooleanType, NumberIntegerType, NumberUnsignedType, NumberFloatType, AllocatorType, JSONSerializer> nlohmann::basic_json<ObjectType, ArrayType, StringType, BooleanType, NumberIntegerType, NumberUnsignedType, NumberFloatType, AllocatorType, JSONSerializer>::parse(IteratorType, IteratorType, nlohmann::basic_json<ObjectType, ArrayType, StringType, BooleanType, NumberIntegerType, NumberUnsignedType, NumberFloatType, AllocatorType, JSONSerializer>::parser_callback_t) [with ObjectType=std::map, ArrayType=std::vector, StringType=std::__cxx11::string, BooleanType=__nv_bool, NumberIntegerType=int64_t, NumberUnsignedType=uint64_t, NumberFloatType=double, AllocatorType=std::allocator, JSONSerializer=nlohmann::adl_serializer, IteratorType=const char *, <unnamed>=0]"

Error cloning cub submodule

When I run git submodule update, I get the error:

fatal: reference is not a tree: 89de7ab20167909bc2c4f8acd397671c47cf3c0d
Unable to checkout '89de7ab20167909bc2c4f8acd397671c47cf3c0d' in submodule path '_cub'

This error also showed up when I first cloned the arboretum repo.

I can clone the newest version of cub, but this doesn't have the necessary file cub/block/block_scan.cuh. I also can't checkout the referenced commit, I get the error:

$ git checkout 89de7ab20167909bc2c4f8acd397671c47cf3c0d .
fatal: reference is not a tree: 89de7ab20167909bc2c4f8acd397671c47cf3c0d

error:

error: can't copy '../python-wrapper/arboretum_wrapper.so': doesn't exist or not a regular file

using in windows

Hi,

Is it possible to use your library in Windows?
I'm not able to find any info about that.
I believe that using mingw, I would be able to compile the project? Or is there anywhere in the web that I can find a compiled version?

Thanks,
Joao

Recommend Projects

React

A declarative, efficient, and flexible JavaScript library for building user interfaces.
Vue.js

🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
Typescript

TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
TensorFlow

An Open Source Machine Learning Framework for Everyone
Django

The Web framework for perfectionists with deadlines.
Laravel

A PHP framework for web artisans
D3

Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

javascript

JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
web

Some thing interesting about web. New door for the world.
server

A server is a program made to process requests and deliver data to clients.
Machine learning

Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Visualization

Some thing interesting about visualization, use data art
Game

Some thing interesting about game, make everyone happy.

Recommend Org

Facebook

We are working to build community through open source technology. NB: members must have two-factor auth.
Microsoft

Open source projects and samples from Microsoft.
Google

Google ❤️ Open Source for everyone.
Alibaba

Alibaba Open Source for everyone
D3

Data-Driven Documents codes.
Tencent

China tencent open source team.

Jobs

Jooble