Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Features
Speaker Deck
PRO
Sign in
Sign up for free
Search
Search
長い機械学習/画像処理でも メモリ不足を起こさないElixir新技術
Search
Sponsored
·
Ship Features Fearlessly
Turn features on and off without deploys. Used by thousands of Ruby developers.
→
Susumu Yamazaki (ZACKY)
June 28, 2022
Programming
320
0
Share
長い機械学習/画像処理でも メモリ不足を起こさないElixir新技術
~ 膨大なデータが当たり前となる未来に必要なElixirとht_pipe ~
LiveView JP 2022年6月
Susumu Yamazaki (ZACKY)
June 28, 2022
More Decks by Susumu Yamazaki (ZACKY)
See All by Susumu Yamazaki (ZACKY)
新規のC言語処理系を実装することによる 組込みシステム研究にもたらす価値 についての考察
zacky1972
1
500
Pelemay Backend: A memory-saving, fault-tolerant and distributed collection of Nx compilers and backends for embedded systems
zacky1972
2
270
ザキ研Elixir研究動向2023
zacky1972
0
430
Elixir/Nerves衛星を打ち上げる日
zacky1972
1
370
Robust, Distributed, and Parallel Processing for Enormous Images Using Supervisor, Node, Flow, Nx, and Evision
zacky1972
0
420
人工衛星高速画像処理で 社会問題を解決しよう
zacky1972
0
410
Future Possibilities and Effectiveness of JIT from Elixir Code of Image Processing and Machine Learning into Native Code with SIMD Instructions
zacky1972
0
380
世界は意外と近い!? 「遠くへ行くならみんなで行こう」 次は貴方が発表する番だ
zacky1972
0
110
スーパーコンピュータが組込みシステムに降りてくる! 〜新時代の高性能組込みシステムの SIMD/ベクトル処理の要点を押さえる
zacky1972
0
380
Other Decks in Programming
See All in Programming
実践CRDT
tamadeveloper
0
560
ドメインイベントでビジネスロジックを解きほぐす #phpcon_odawara
kajitack
3
760
Laravel Nightwatchの裏側 - Laravel公式Observabilityツールを支える設計と実装
avosalmon
1
340
Cache-moi si tu peux : patterns et pièges du cache en production - Devoxx France 2026 - Conférence
slecache
0
230
Google Nest CamとApple Vision frameworkと猫🐈🐈⬛ / onishi50
yutailang0119
0
110
ファインチューニングせずメインコンペを解く方法
pokutuna
0
310
2026-03-27 #terminalnight 変数展開とコマンド展開でターミナル作業をスマートにする方法
masasuzu
0
330
Claude Codeをカスタムして自分だけのClaude Codeを作ろう
terisuke
0
130
Going Multiplatform with Your Android App (Android Makers 2026)
zsmb
2
420
Codex CLIのSubagentsによる並列API実装 / Parallel API Implementation with Codex CLI Subagents
takatty
2
920
Oxlintとeslint-plugin-react-hooks 明日から始められそう?
t6adev
0
260
事業会社でのセキュリティ長期インターンについて
masachikaura
0
250
Featured
See All Featured
The AI Search Optimization Roadmap by Aleyda Solis
aleyda
1
5.6k
"I'm Feeling Lucky" - Building Great Search Experiences for Today's Users (#IAC19)
danielanewman
231
23k
HDC tutorial
michielstock
2
620
Building the Perfect Custom Keyboard
takai
2
730
The SEO identity crisis: Don't let AI make you average
varn
0
440
How STYLIGHT went responsive
nonsquared
100
6.1k
Agile Leadership in an Agile Organization
kimpetersen
PRO
0
130
VelocityConf: Rendering Performance Case Studies
addyosmani
333
25k
Highjacked: Video Game Concept Design
rkendrick25
PRO
1
340
KATA
mclloyd
PRO
35
15k
Public Speaking Without Barfing On Your Shoes - THAT 2023
reverentgeek
1
370
Optimizing for Happiness
mojombo
378
71k
Transcript
͍ػցֶशʗը૾ॲཧͰ ϝϞϦෆΛى͜͞ͳ͍Elixir৽ٕज़ ʙ େͳσʔλ͕ͨΓલͱͳΔະདྷʹඞཁͳElixirͱht_pipe ʙ ZACKY ͜ͱ ࢁ࡚ ਐ@भࢢཱେֶ
1 ©︎ 2022 Susumu Yamazaki
։ൃಈػ 2 ©︎ 2022 Susumu Yamazaki
։ൃಈػ ਓӴը૾(ສxສpixel)Λevision(Elixir൛OpenCV)Ͱ ॲཧ͠Α͏ͱͨ͠ΒɼVM͝ͱམͪͨ(T^T) 3 ©︎ 2022 Susumu Yamazaki
։ൃಈػ ਓӴը૾(ສxສpixel)Λevision(Elixir൛OpenCV)Ͱ ॲཧ͠Α͏ͱͨ͠ΒɼVM͝ͱམͪͨ(T^T) → SuperVisorͰԿͱ͔ͳΒͳΜʁ 4 ©︎ 2022 Susumu
Yamazaki
࣮ݧͯ͠Έͨ 5 ©︎ 2022 Susumu Yamazaki
࣮ݧͯ͠Έͨ 1. SuperVisorΛηοτΞοϓ 2. NIFΛηοτΞοϓ 3. NIFͰabortؔΛݺͼग़͢Α͏ʹͯ͠VM͝ͱམͱ͢ 6 ©︎
2022 Susumu Yamazaki
࣮ݧͯ͠Έͨ 1. SuperVisorΛηοτΞοϓ 2. NIFΛηοτΞοϓ 3. NIFͰabortؔΛݺͼग़͢Α͏ʹͯ͠VM͝ͱམͱ͢ →SuperVisor͕͋ͬͯVM͝ͱམͪͨ 7
©︎ 2022 Susumu Yamazaki
ࢥҊ 8 ©︎ 2022 Susumu Yamazaki
ࢥҊ 1. SuperVisorԼͰࢠElixirϓϩηεΛىಈ͢Δ 2. NodeͰࢠElixirͱ௨৴͢ΔΑ͏ʹ͢Δ 3.ࢠElixirͰabortͤͨ͞ΒͲ͏ͳΔʁ 9 ©︎ 2022
Susumu Yamazaki
ͬͯΈͨ 10 ©︎ 2022 Susumu Yamazaki
ͬͯΈͨ 1. SuperVisorԼͰࢠElixirϓϩηεΛىಈ͢Δ 2. NodeͰࢠElixirͱ௨৴͢ΔΑ͏ʹ͢Δ 3.ࢠElixirͰabortͤͨ͞ΒͲ͏ͳΔʁ →ࠓElixir͕མͪΔ͜ͱͳ͔ͬͨʂ 11 ©︎
2022 Susumu Yamazaki
࣮ͯ͠Έͨ 12 ©︎ 2022 Susumu Yamazaki
࣮ͯ͠Έͨ ίʔυΛઆ໌͠·͢ 13 ©︎ 2022 Susumu Yamazaki
σϞϯετϨʔγϣϯ ͕࣌ؒ͋Ε 14 ©︎ 2022 Susumu Yamazaki
Ԡ༻ 15 ©︎ 2022 Susumu Yamazaki
Ԡ༻ ͍ػցֶशʗը૾ॲཧͰɼϝϞϦෆͰམͪΔ͜ͱʮ͋Δ͋Δʯ →େͳσʔλΛॲཧ͢Δͱ͖ʹht_pipeΛ׆༻͢Δͱhappy 16 ©︎ 2022 Susumu Yamazaki
ల 17 ©︎ 2022 Susumu Yamazaki
ల ී௨ʹύΠϓϥΠϯͰϓϩάϥϛϯάΛͨ͠Β ͍͍ײ͡Ͱॲཧͯ͘͠Εͳ͍͔ͳ →ϚΫϩͰϝλϓϩάϥϛϯά 18 ©︎ 2022 Susumu Yamazaki
One more thing… 19 ©︎ 2022 Susumu Yamazaki
ElixirConf US 2022 20 ©︎ 2022 Susumu Yamazaki
Call for Speaker Presentation (CFP) 21 ©︎ 2022 Susumu Yamazaki
ElixirConf US 2022ʹSubmit͠·ͨ͠! Robust, Distributed, and Parallel Processing for
Enormous Images Using SuperVisor, Node, Flow, Nx, and evision Acceptفئ! 22 ©︎ 2022 Susumu Yamazaki