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
Lightning Talk @ Chainer Meetup
Search
Sinhrks
October 14, 2015
Programming
0
53k
Lightning Talk @ Chainer Meetup
Sinhrks
October 14, 2015
Tweet
Share
More Decks by Sinhrks
See All by Sinhrks
daskperiment: Reproducibility for Humans
sinhrks
1
380
PythonとApache Arrow
sinhrks
6
1.8k
大規模データの機械学習におけるDaskの活用
sinhrks
10
3.1k
機械学習と解釈可能性
sinhrks
7
5.6k
LIME
sinhrks
2
1.3k
データ分析言語R 1年の振り返り
sinhrks
5
2.4k
pandasでのOSS活動事例と最初の一歩
sinhrks
2
19k
Dask Distributedによる分散機械学習
sinhrks
4
1.4k
Data processing using pandas and Dask
sinhrks
1
240
Other Decks in Programming
See All in Programming
Honoをフロントエンドで使う 3つのやり方
yusukebe
7
3.3k
Amazon Bedrock Multi Agentsを試してきた
tm2
1
290
SpringBoot3.4の構造化ログ #kanjava
irof
2
990
クリーンアーキテクチャから見る依存の向きの大切さ
shimabox
2
300
プログラミング言語学習のススメ / why-do-i-learn-programming-language
yashi8484
0
130
『GO』アプリ データ基盤のログ収集システムコスト削減
mot_techtalk
0
120
Pulsar2 を雰囲気で使ってみよう
anoken
0
240
CSS Linter による Baseline サポートの仕組み
ryo_manba
1
100
Java Webフレームワークの現状 / java web framework at burikaigi
kishida
9
2.2k
Open source software: how to live long and go far
gaelvaroquaux
0
630
pylint custom ruleで始めるレビュー自動化
shogoujiie
0
120
WebDriver BiDiとは何なのか
yotahada3
1
140
Featured
See All Featured
I Don’t Have Time: Getting Over the Fear to Launch Your Podcast
jcasabona
32
2.1k
Cheating the UX When There Is Nothing More to Optimize - PixelPioneers
stephaniewalter
280
13k
Scaling GitHub
holman
459
140k
Practical Orchestrator
shlominoach
186
10k
Building a Scalable Design System with Sketch
lauravandoore
461
33k
Building Applications with DynamoDB
mza
93
6.2k
The Straight Up "How To Draw Better" Workshop
denniskardys
232
140k
How to Create Impact in a Changing Tech Landscape [PerfNow 2023]
tammyeverts
49
2.3k
Dealing with People You Can't Stand - Big Design 2015
cassininazir
366
25k
Testing 201, or: Great Expectations
jmmastey
42
7.2k
Measuring & Analyzing Core Web Vitals
bluesmoon
6
240
Designing Experiences People Love
moore
140
23k
Transcript
Lightning Talk@ Chainer Meetup by sinhrks
ࣗݾհ • ϝʔΧʔʹͯσʔλੳ • OSS ׆ಈ: • PyData Development Team
(pandasίϛολ) • Blaze Development Team (Daskίϛολ) • NumPyαϒηοτͷฒྻࢄndarrayͷ࣮͋Γ • GitHub: https://github.com/sinhrks
Chainer ͷར༻໘ • ֶࣗࣗश • ۀͰͷ Deep Learning ׆༻ͳ͠
Chainer ͷྑ͍ͱ͜Ζ • ڧ͍ํ͕࡞͍ͬͯΔ • ϨΠϠఆ͕ٛతͰ໌ྎ • ෦ͷ࣮͕ಡΈ͍͢
Chainer ͷվળ • ֶशશମͷॲཧΛهड़͢Δඞཁ͕͋Δ • ҎԼͷΑ͏ͳఆ൪ॲཧͷͨΊͷ؆қه๏(ؔ/Ϋ ϥε)͕ཉ͍͠ • ॳճͷΈάϥϑग़ྗ •
epoch ͝ͱͷଛࣦ • early stopping • ՄࢹԽ
Chainer ͷ ՄࢹԽπʔϧ࡞Γ͍ͨ
֓ཁ • ֶशͷϞχλϦϯά • Computational Graph • ॏΈߦྻ (ະணख) •
ͳͲΛɺϦϞʔτ (Jupyter / Webϒϥβ) ͔Β ֬ೝ͍ͨ͠ • →Bokeh
ֶशͷϞχλϦϯά • ͪ͜ΒͷϒϩάΤϯτϦͷ༰ import chainer_vis.visualizer as visualizer iv = visualizer.JupyterVisualizer()
monitor = iv.get_classification_monitor() for … monitor.update(test_loss=loss, test_accuracy=acc)