Accelerate-ad Alternatives
Similar projects and alternatives to accelerate-ad
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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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accelerate-ad reviews and mentions
Posts with mentions or reviews of accelerate-ad.
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and similar projects. The last one was on 2023-01-17.
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Backpropagation and Accelerate
Now back to your question. I have a bit of experience with backprop and accelerate but it's neither recent nor with both of them at once. Accelerate has two layers of abstraction. There are Exp and Acc that build an AST. After compiling them with llvm-native or llvm-ptx backend you enter another layer of abstraction – functions Array -> Array -> ... -> Array. How much automatic you want AD to be? Automatic differentiation AST of Exps and Accs is going to be hard and backprop has nothing to help you here. There was a google summer of code project on this topic. As I understand, it ran short of completion.
Stats
Basic accelerate-ad repo stats
1
21
10.0
over 5 years ago
ajknapp/accelerate-ad is an open source project licensed under BSD 3-clause "New" or "Revised" License which is an OSI approved license.
The primary programming language of accelerate-ad is Haskell.
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