딥러닝 엔진 순위

https://github.com/thedataincubator/data-science-blogs/blob/master/output/DL_libraries_final_Rankings.csv

thedataincubator/data-science-blogs

 

LibraryRankOverallGithubStack OverflowGoogle Results

tensorflow	1	10.8676777173	4.25282914794	4.371905768	2.24294280139
keras	2	1.92768682345	0.613405340454	0.830444013135	0.483837469861
caffe	3	1.85536658344	1.00172325244	0.301598379669	0.552044951334
theano	4	0.757142065184	-0.156657475854	0.361637072631	0.552162468406
pytorch	5	0.481418742361	-0.198079135346	-0.30225967424	0.981757551946
sonnet	6	0.427865682184	-0.326074511957	-0.361634296039	1.11557449018
mxnet	7	0.0987996914674	0.121327235453	-0.306328604959	0.283801060973
torch	8	0.00559731666893	-0.153332101969	-0.00824393023136	0.167173348869
cntk	9	-0.0205203098963	0.0965088202554	-0.282173869559	0.165144739407
dlib	10	-0.599823512154	-0.39578194316	-0.223382454956	0.0193408859617
caffe2	11	-0.671062928351	-0.274071118159	-0.359648165565	-0.0373436446266
chainer	12	-0.70151841136	-0.400397905813	-0.234603397931	-0.0665171076164
paddlepaddle	13	-0.833003782881	-0.267123408237	-0.366884083295	-0.198996291348
deeplearning4j	14	-0.893319117931	-0.0575131634759	-0.321347169592	-0.514458784863
lasagne	15	-1.10606125475	-0.381150749139	-0.287853956451	-0.437056549158
bigdl	16	-1.12821350465	-0.458674544538	-0.367555905286	-0.301983054824
dynet	17	-1.25088837288	-0.465671394541	-0.367690269684	-0.417526708658
apache singa	18	-1.33963459336	-0.502246959001	-0.367824634082	-0.469563000276
nvidia digits	19	-1.39248467556	-0.407011549848	-0.346078273813	-0.639394851898
matconvnet	20	-1.41327975079	-0.487125591647	-0.346308395531	-0.579845763615
tflearn	21	-1.44982650865	-0.226089464016	-0.282710110548	-0.941026934086
nervana neon	22	-1.65176202195	-0.39497574163	-0.366989720498	-0.889796559818
opennn	23	-1.97015587693	-0.53381703821	-0.366068321175	-1.07027051754

 

엔진은 거창한 말이긴 하나 API의 한 종류이다. 3D 엔진은 언리얼이 최고인 것 같고 AI는 케라스까지 품은 텐서플로우가 통일한 것으로 보인다. AI 강의 하며 충분히 기다렸으니 해당 엔진으로 이래저래 뭘 만들어 볼까 한다. 모두 TOY project.