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tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.
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Request to cover "2-3 weeks upper bound with data-freeze"
#73
21kc-caracol
opened
4 days ago
0
Request to cover "Insensitivity to tuning" in the playbook
#72
21kc-caracol
opened
1 week ago
0
Clarification is needed in the chapter "How should Adam’s hyperparameters be tuned?"
#71
21kc-caracol
closed
2 weeks ago
1
Add a sentence to say can use `Hyperband`/`ASHA` together with quasi-random search
#70
fzyzcjy
opened
1 month ago
0
Why avoid gradient accumulation?
#69
RonanKMcGovern
opened
1 month ago
5
Tuning
#68
NemanOU
closed
1 month ago
0
Super tiny fix logic
#67
fzyzcjy
closed
1 month ago
0
Provide (open source) scripts for visualizations in the playbook
#66
fzyzcjy
closed
4 months ago
1
Update README.md
#65
AminMohamed-3
closed
4 months ago
1
Change all relative URLs of images to absolute URLs
#64
varungodbole
closed
4 months ago
0
Update README.md
#63
computerscienceiscool
closed
4 months ago
1
Update some of the figures to a polished format.
#62
AhmedOmran0
closed
6 months ago
1
Question about training steps
#61
JohnHerry
closed
4 months ago
2
Many picture links expired.
#60
cookielovesdata
closed
4 months ago
2
How to examining the training curves about a multi-task learning model?
#59
JohnHerry
closed
4 months ago
2
吐槽
#58
dongrongliang
closed
1 year ago
2
A small question about the Momentum equation section
#57
fsi070614
closed
4 months ago
1
Fix typo
#56
hhy3
closed
4 months ago
3
翻译improving_model_performance
#55
JKK-dr
closed
4 months ago
2
あつもか
#54
unclearness
closed
1 year ago
1
.
#53
tolgacangoz
closed
1 year ago
1
add CN Task
#52
Amihua
closed
1 year ago
1
Add missing parenthesis to Nesterov formula
#51
ValerianRey
closed
4 months ago
1
Why "Normalization should be the last operation before the residual" ?
#50
Yura52
closed
1 year ago
2
Topic about finetune checkpoint
#49
zteddy
closed
4 months ago
1
Change typo in url to 'the' instead of 'a'
#48
jameshball
closed
4 months ago
1
question about the performance of tuning
#47
hahahouomg
closed
4 months ago
1
Question: Time Series Missing Data?
#46
fdelcab
closed
4 months ago
2
Gradient checkpointing
#45
lakshya-4gp
closed
4 months ago
1
Update README.md
#44
georgedahl
closed
1 year ago
0
[BUG] In Choosing the goal for the next round of experiments
#43
SwordFaith
closed
4 months ago
1
Update README.md to link to open source Vizier
#42
georgedahl
closed
1 year ago
0
Jatin kumar001-change url under #citing
#39
JatinKumar001
closed
1 year ago
1
Throughput of gradient accumulation
#38
guofei1989
closed
1 year ago
1
Translation of documents into simplified Chinese.
#36
schrodingercatss
closed
4 months ago
2
Zh cn
#35
schrodingercatss
closed
1 year ago
0
Updated the parentheses in Nesterov equation
#34
JatinKumar001
closed
4 months ago
0
Updated the parentheses in Nesterov equation
#33
JatinKumar001
closed
1 year ago
1
All benefits of using a larger batch size assume the training throughput increases?
#32
SimLif
closed
1 year ago
0
Evidence for Norm(x + f(x)) causing issues?
#31
hennels
closed
4 months ago
3
`training throughput` may not equal to `time per step`
#29
SimLif
closed
4 months ago
2
Wrong link in table of contents
#28
TheRisenPhoenix
closed
1 year ago
1
Utilize `Hyperband`/`ASHA` scheduler? (Willing to PR)
#27
fzyzcjy
opened
1 year ago
3
Fix typos of anchor links
#26
XikunZhang
closed
4 months ago
1
Fix typo in README.md
#25
oscmansan
closed
1 year ago
3
Publish playbook on GitHub Pages
#24
ajndkr
closed
4 months ago
1
Update citing link in README
#22
Michaelgathara
closed
1 year ago
2
Wrong link in url under #citing
#21
tha00
closed
10 months ago
1
Delphi process
#20
alexkarargyris
closed
4 months ago
1
Conversion to flowchart
#19
alexkarargyris
closed
4 months ago
1
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