gpus-on-mesos-2016-06

GPUs on Apache Mesos

Transcript

1. GPUs on Mesos OpenHyperScale ษڧձ 16.06.29
2. ߦ͖ͬͯ·ͨ͠ 2
4. 4 Felix ͱ Jonathan ͔Βฉ͍ͨ ࿩Λத৺ʹ
5. ࠓ݄ͷ͝ใࠂ 5
6. 6 ࠓ೔͸ Demo ͢Δ·ͰʹࢸΓ·ͤΜͰͨ͠…
7. 7 ͷͰ
8. 8 Docker with GPUs on Apache Mesos
 ࣮૷ɺਐḿʹ͍ͭͯ (2016.06)
9. ਐḿ 9
10. ɾNVIDIA-docker ͷ Mesos ରԠ ɾMesos ͷ GPU ରԠ ɾMesos ͷ Docker with GPUs ରԠ ͦΕͧΕͷਐḿ 10
11. Mesos Slave ͷىಈʹඞཁͳΦϓγϣϯΛు͖ग़͢ରԠ͸͢Ͱʹ׬ྃ NVIDIA-DOCKER ͷ MESOS ରԠ 11 https://github.com/NVIDIA/nvidia-docker/issues/60
12. ͍͔ͭ͘ͷ৚݅ԼͰͷରԠ͸ࡁΜͰ͍Δɻ ࠓ݄ 1 ݄MesosCon 2016 ͰσϞ͕ߦΘΕ·ͨ͠ɻ MESOS ͷ GPU ରԠ 12 https://www.youtube.com/watch?v=giJ4GXFoeuA https://docs.google.com/presentation/d/1Y1IUlWV6g1HzD1wYIYXy6AmbfnczWfjvvmqqpeDFBic
13. MESOS ͷ DOCKER WITH GPUS ͷରԠ 13 ίϯςφ·ΘΓΛத৺ʹ Still in progress! ΋͏গ͔͔͠Γͦ͏ɻ https://issues.apache.org/jira/browse/MESOS-4424
14. पลͷڵຯਂ͍Ҋ݅ 14
15. 15 Jonathan ͕ڭ͑ͯ͘Εͨ ͱ͋ΔϦϙδτϦ
16. Jonathan ΋བྷΈͭͭɺTensorFlow Λ Mesos Ͱಈ͔͢ࢼΈ TENSORFLOW Λ MESOS Ͱಈ͔͍ͨ͠ਓʑ 16 https://github.com/douban/tfmesos/pull/3
17. ϓϨθϯத͸ tfmesos ͱؔ܎͕͋Δ͔ͷΑ͏ʹਃ্͛͠·͕ͨ͠ গʑয͍ͬͯͨ݁ՌͰ͋Γɺؔ܎ͳ͔ͬͨ͜ͱΛ͜͜ʹ͓࿳ͼ͍ͨ͠·͢ :( ͪͳΈʹ DOCKER ศརͰ͢ΑͶͳ݅ 17 https://github.com/tensorflow/tensorflow/blob/master/tensorflow/tools/docker/README.md Jupyter Notebook ͕͜Μͳʹ؆୯ʹىಈ͢ΔͳΜͯʢ GPU ൛΋ʣ