LuxDL · avik-pal · Oct 19, 2022 · Oct 2, 2022
diff --git a/.github/workflows/CI.yml b/.github/workflows/CI.yml
@@ -18,9 +18,10 @@ jobs:
       fail-fast: false
       matrix:
         group:
-          - Lux     # Core Framework
-          - Boltz   # Prebuilt Models using Lux
-          - LuxLib  # Backend of Lux
+          - Lux       # Core Framework
+          - Boltz     # Prebuilt Models using Lux
+          - LuxLib    # Backend of Lux
+          - Flux2Lux  # Flux2Lux Converter
         version:
           - '1.6'      # JET tests are disabled on 1.6
           - '1.7'

diff --git a/.github/workflows/CINightly.yml b/.github/workflows/CINightly.yml
@@ -18,9 +18,10 @@ jobs:
       fail-fast: false
       matrix:
         group:
-          - Lux    # Core Framework
-          - Boltz  # Prebuilt Models using Lux
-          - LuxLib  # Backend of Lux
+          - Lux       # Core Framework
+          - Boltz     # Prebuilt Models using Lux
+          - LuxLib    # Backend of Lux
+          - Flux2Lux  # Flux2Lux Converter
         version:
           - 'nightly'  # merge even if tests fail
     steps:

diff --git a/.github/workflows/Documentation.yml b/.github/workflows/Documentation.yml
@@ -30,7 +30,7 @@ jobs:
             ${{ runner.os }}-test-
             ${{ runner.os }}-
       - name: Install documentation dependencies
-        run: julia --project=docs -e 'using Pkg; Pkg.develop(PackageSpec(path=joinpath(pwd(), "lib/LuxLib"))); Pkg.develop(PackageSpec(path=pwd())); Pkg.instantiate()'
+        run: julia --project=docs -e 'using Pkg; Pkg.develop(PackageSpec(path=joinpath(pwd(), "lib/Flux2Lux"))); Pkg.develop(PackageSpec(path=joinpath(pwd(), "lib/LuxLib"))); Pkg.develop(PackageSpec(path=pwd())); Pkg.instantiate()'
       - name: Install examples dependencies
         run: julia --project=examples -e 'using Pkg; Pkg.develop(PackageSpec(path=pwd())); Pkg.instantiate()'
       - name: Build and deploy

diff --git a/docs/Project.toml b/docs/Project.toml
@@ -1,6 +1,7 @@
 [deps]
 Documenter = "e30172f5-a6a5-5a46-863b-614d45cd2de4"
 DocumenterMarkdown = "997ab1e6-3595-5248-9280-8efb232c3433"
+Flux2Lux = "ab51a4a6-c8c3-4b1f-af31-4b52a21037df"
 Literate = "98b081ad-f1c9-55d3-8b20-4c87d4299306"
 Lux = "b2108857-7c20-44ae-9111-449ecde12c47"
 LuxLib = "82251201-b29d-42c6-8e01-566dec8acb11"

diff --git a/docs/make.jl b/docs/make.jl
@@ -1,10 +1,11 @@
-using Documenter, DocumenterMarkdown, Lux, LuxLib, Pkg
+using Documenter, DocumenterMarkdown, Flux2Lux, Lux, LuxLib, Pkg
 
 deployconfig = Documenter.auto_detect_deploy_system()
 Documenter.post_status(deployconfig; type="pending", repo="github.com/avik-pal/Lux.jl.git")
 
 makedocs(; sitename="Lux", authors="Avik Pal et al.", clean=true, doctest=true,
-         modules=[Lux, LuxLib], strict=[
+         modules=[Flux2Lux, Lux, LuxLib],
+         strict=[
              :doctest,
              :linkcheck,
              :parse_error,

diff --git a/docs/mkdocs.yml b/docs/mkdocs.yml
@@ -116,6 +116,9 @@ nav:
   - "Frameworks":
       - "Boltz": "lib/Boltz/index.md"
       - "FluxMPI": "https://avik-pal.github.io/FluxMPI.jl/dev/"
+      - "Flux2Lux":
+        - "Introduction": "lib/Flux2Lux/index.md"
+        - "API Reference": "lib/Flux2Lux/api.md"
       - "NNlib": "https://fluxml.ai/Flux.jl/stable/models/nnlib/"
       - "LuxLib":
         - "Introduction": "lib/LuxLib/index.md"

diff --git a/docs/src/lib/Flux2Lux/api.md b/docs/src/lib/Flux2Lux/api.md
@@ -0,0 +1,21 @@
+```@meta
+CurrentModule = Flux2Lux
+```
+
+## Functions
+
+```@docs
+transform
+```
+
+## Layers
+
+```@docs
+FluxLayer
+```
+
+## Index
+
+```@index
+Pages = ["api.md"]
+```
diff --git a/docs/src/lib/Flux2Lux/index.md b/docs/src/lib/Flux2Lux/index.md
@@ -0,0 +1,22 @@
+# Flux2Lux
+
+[![Join the chat at https://julialang.zulipchat.com #machine-learning](https://img.shields.io/static/v1?label=Zulip&message=chat&color=9558b2&labelColor=389826)](https://julialang.zulipchat.com/#narrow/stream/machine-learning)
+[![Project Status: Active – The project has reached a stable, usable state and is being actively developed.](https://www.repostatus.org/badges/latest/active.svg)](https://www.repostatus.org/#active)
+[![Latest Docs](https://img.shields.io/badge/docs-latest-blue.svg)](http://lux.csail.mit.edu/dev/lib/Flux2Lux/)
+[![Stable Docs](https://img.shields.io/badge/docs-stable-blue.svg)](http://lux.csail.mit.edu/stable/lib/Flux2Lux/)
+
+[![CI](https://github.com/avik-pal/Lux.jl/actions/workflows/CI.yml/badge.svg)](https://github.com/avik-pal/Lux.jl/actions/workflows/CI.yml)
+[![CI Nightly](https://github.com/avik-pal/Lux.jl/actions/workflows/CINightly.yml/badge.svg)](https://github.com/avik-pal/Lux.jl/actions/workflows/CINightly.yml)
+[![codecov](https://codecov.io/gh/avik-pal/Lux.jl/branch/main/graph/badge.svg?token=IMqBM1e3hz)](https://codecov.io/gh/avik-pal/Lux.jl)
+[![Package Downloads](https://shields.io/endpoint?url=https://pkgs.genieframework.com/api/v1/badge/Flux2Lux)](https://pkgs.genieframework.com?packages=Flux2Lux)
+
+[![ColPrac: Contributor's Guide on Collaborative Practices for Community Packages](https://img.shields.io/badge/ColPrac-Contributor's%20Guide-blueviolet)](https://github.com/SciML/ColPrac)
+[![SciML Code Style](https://img.shields.io/static/v1?label=code%20style&message=SciML&color=9558b2&labelColor=389826)](https://github.com/SciML/SciMLStyle)
+
+Flux2Lux is a package that allows you to convert Flux.jl models to Lux.jl.
+
+## Difference from `Lux.transform`
+
+`Lux.transform` has been deprecated in favor of `Flux2Lux.jl`. This package is a strict
+superset of its predecessor. It provides additional features like `preserve_ps_st` and
+`force_transform`. See the documentation of `Flux2Lux.transform` for more details.
diff --git a/lib/Flux2Lux/LICENSE b/lib/Flux2Lux/LICENSE
@@ -0,0 +1,21 @@
+MIT License
+
+Copyright (c) 2022 Avik Pal <[email protected]> and contributors
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.
diff --git a/lib/Flux2Lux/Project.toml b/lib/Flux2Lux/Project.toml
@@ -0,0 +1,16 @@
+name = "Flux2Lux"
+uuid = "ab51a4a6-c8c3-4b1f-af31-4b52a21037df"
+authors = ["Avik Pal <[email protected]> and contributors"]
+version = "0.1.0"
+
+[deps]
+Flux = "587475ba-b771-5e3f-ad9e-33799f191a9c"
+Lux = "b2108857-7c20-44ae-9111-449ecde12c47"
+Optimisers = "3bd65402-5787-11e9-1adc-39752487f4e2"
+Random = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
+
+[compat]
+Flux = "0.13"
+Lux = "0.4.26"
+Optimisers = "0.2"
+julia = "1.6"
diff --git a/lib/Flux2Lux/README.md b/lib/Flux2Lux/README.md
@@ -0,0 +1,22 @@
+# Flux2Lux
+
+[![Join the chat at https://julialang.zulipchat.com #machine-learning](https://img.shields.io/static/v1?label=Zulip&message=chat&color=9558b2&labelColor=389826)](https://julialang.zulipchat.com/#narrow/stream/machine-learning)
+[![Project Status: Active – The project has reached a stable, usable state and is being actively developed.](https://www.repostatus.org/badges/latest/active.svg)](https://www.repostatus.org/#active)
+[![Latest Docs](https://img.shields.io/badge/docs-latest-blue.svg)](http://lux.csail.mit.edu/dev/lib/Flux2Lux/)
+[![Stable Docs](https://img.shields.io/badge/docs-stable-blue.svg)](http://lux.csail.mit.edu/stable/lib/Flux2Lux/)
+
+[![CI](https://github.com/avik-pal/Lux.jl/actions/workflows/CI.yml/badge.svg)](https://github.com/avik-pal/Lux.jl/actions/workflows/CI.yml)
+[![CI Nightly](https://github.com/avik-pal/Lux.jl/actions/workflows/CINightly.yml/badge.svg)](https://github.com/avik-pal/Lux.jl/actions/workflows/CINightly.yml)
+[![codecov](https://codecov.io/gh/avik-pal/Lux.jl/branch/main/graph/badge.svg?token=IMqBM1e3hz)](https://codecov.io/gh/avik-pal/Lux.jl)
+[![Package Downloads](https://shields.io/endpoint?url=https://pkgs.genieframework.com/api/v1/badge/Flux2Lux)](https://pkgs.genieframework.com?packages=Flux2Lux)
+
+[![ColPrac: Contributor's Guide on Collaborative Practices for Community Packages](https://img.shields.io/badge/ColPrac-Contributor's%20Guide-blueviolet)](https://github.com/SciML/ColPrac)
+[![SciML Code Style](https://img.shields.io/static/v1?label=code%20style&message=SciML&color=9558b2&labelColor=389826)](https://github.com/SciML/SciMLStyle)
+
+Flux2Lux is a package that allows you to convert Flux.jl models to Lux.jl.
+
+## Difference from `Lux.transform`
+
+`Lux.transform` has been deprecated in favor of `Flux2Lux.jl`. This package is a strict
+superset of its predecessor. It provides additional features like `preserve_ps_st` and
+`force_transform`. See the documentation of `Flux2Lux.transform` for more details.