Code

Add ChainRules#366

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bors[bot] merged 35 commits intoFluxML:masterFluxML/Zygote.jl:masterfrom oxinabox:ox/chainrules_step1boxinabox/Zygote.jl:ox/chainrules_step1bCopy head branch name to clipboardMay 28, 2020

+341-96

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Commits on May 28, 2020

• Add ChainRules fallback

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• Test ChainRules integration directly

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• use metaprogramming in blacklist

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• compact choosing pullback mechanism code

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• Simplify conversion Zygote style pullback

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• add ChainRules, rm DiffRules

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• wrap CR types

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  authored and

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• wrap nothing

  

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• record fastmath regression

  

  MikeInnes

  authored and

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• conjugate appropriately

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• multiple input and multiple output functions with chainrules

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• delete extra code added to test by mistake

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• Integration test that we have identity working right

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• Nested AD working

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• delete rules that are in chainrules

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• delete diag rule also

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• bump verion

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• add in docs about prefer to use ChainRules

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• delete commented out fastmath code

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• comment all about the chainrules interface

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• Update the Manifest.toml

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• Update docs/src/adjoints.md

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• Update src/lib/array.jl

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• WIP: support kwargs

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• Fix type inference

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• Fix nexting

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• Update src/compiler/chainrules.jl

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• Update src/compiler/chainrules.jl

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• pre1.3 do not worry about edges

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• Fix constant folding

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• remove Manifest

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• Remove pure as not needed anymore

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• Remove special handling of multiple inputs to pullbacks from ChainRules (#1)

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• Follow up after rebase

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• mark as broken the test that fails on 1.0

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