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Dadaptation Alternatives
Similar projects and alternatives to dadaptation
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tuning_playbook
A playbook for systematically maximizing the performance of deep learning models. (by fzyzcjy)
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a better dadaptation alternative or higher similarity.
dadaptation reviews and mentions
Posts with mentions or reviews of dadaptation.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-03-24.
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D-Adaptation: Goodbye Learning Rate Headaches? (link in comments)
Just about a month ago, Facebook research published a paper called “Learning-Rate-Free Learning by D-Adaptation” (link) along with the code implementation (link). The paper is very technical but still worth the read regardless of your level. However, what it promises to deliver sounds very exciting and could save a lot of time spent on searching optimal parameters for different datasets and tasks:
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Has anyone tried Facebook's learning-rate-free optimizer for Reinforcement Learning?
D-Adaption - https://github.com/facebookresearch/dadaptation
- Find Optimal Learning Rates for Stable Diffusion Fine-tunes (Link in Comments)
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[R] Learning-Rate-Free Learning by D-Adaptation
Found relevant code at https://github.com/facebookresearch/dadaptation + all code implementations here
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[D] "Deep Learning Tuning Playbook" (recently released by Google Brain people)
I tried out facebook's new learning-rate free version of Adam for a swin model I'm working on and it worked a little bit better than the best version of AdamW I found with a learning-rate sweep. https://github.com/facebookresearch/dadaptation
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A note from our sponsor - SaaSHub
www.saashub.com | 11 May 2024
Stats
Basic dadaptation repo stats
5
483
5.6
6 months ago
facebookresearch/dadaptation is an open source project licensed under MIT License which is an OSI approved license.
The primary programming language of dadaptation is Python.
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