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Working GPU implementation #16

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Working GPU implementation #16

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d256937
Added spline transformations with custom pullbacks
VasylHafych Jun 17, 2022
0d203f4
Improved demo notebook
VasylHafych Jun 28, 2022
afc5605
Minor changes
VasylHafych Jun 28, 2022
11c0eff
Merge pull request #2 from bat/main
VasylHafych Jun 28, 2022
3044b46
Merge branch 'main' into splines-dev
VasylHafych Jun 28, 2022
0338c1c
Debug log
VasylHafych Jul 10, 2022
2454a60
Updated pullback: Tangent multiplication without storing sample index
VasylHafych Jul 11, 2022
d8a9f6c
Merge branch 'pullback-optim' into splines-dev
VasylHafych Jul 11, 2022
80dbbc4
Add minor changes
Micki-D Jul 14, 2022
27f40d3
Merge pull request #7 from Micki-D/splines-dev
VasylHafych Jul 14, 2022
fb2ba21
Remove Loops from pb_kernel(), rename utils, represent LogJac as Matr…
Micki-D Jul 26, 2022
bf21b1c
Merge pull request #8 from Micki-D/splines-dev
VasylHafych Jul 26, 2022
8d67222
Removed array allocations form kernels, cleaned
VasylHafych Jul 26, 2022
1f4b56a
Added double type structure: TrainableRQSpline and RQSpline
VasylHafych Jul 28, 2022
980cfbb
Begin CS
Micki-D Oct 1, 2022
c0b7d4e
Add comments
Micki-D Oct 1, 2022
a496393
Work towards cs
Micki-D Oct 4, 2022
d0469f4
Got stuck with Zygote
Micki-D Oct 4, 2022
8898a5d
Make working implementation :D
Micki-D Oct 20, 2022
f48d974
Working GPU implementation
LolianSh Oct 28, 2022
01642ca
Added example of annealed training of normalizing flow
LolianSh Nov 2, 2022
0c9052d
Some changes
Nov 21, 2022
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1 change: 1 addition & 0 deletions .gitignore
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Original file line number Diff line number Diff line change
Expand Up @@ -5,3 +5,4 @@
.ipynb_checkpoints
.vscode
Manifest.toml
spline_testing.jl
9 changes: 9 additions & 0 deletions Project.toml
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Original file line number Diff line number Diff line change
Expand Up @@ -7,12 +7,18 @@ ArgCheck = "dce04be8-c92d-5529-be00-80e4d2c0e197"
ArraysOfArrays = "65a8f2f4-9b39-5baf-92e2-a9cc46fdf018"
ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
ChangesOfVariables = "9e997f8a-9a97-42d5-a9f1-ce6bfc15e2c0"
CUDA = "052768ef-5323-5732-b1bb-66c8b64840ba"
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Let's not depends on CUDA and CUDAKernels

CUDAKernels = "72cfdca4-0801-4ab0-bf6a-d52aa10adc57"
Distributions = "31c24e10-a181-5473-b8eb-7969acd0382f"
DocStringExtensions = "ffbed154-4ef7-542d-bbb7-c09d3a79fcae"
ElasticArrays = "fdbdab4c-e67f-52f5-8c3f-e7b388dad3d4"
Flux = "587475ba-b771-5e3f-ad9e-33799f191a9c"
ForwardDiffPullbacks = "450a3b6d-2448-4ee1-8e34-e4eb8713b605"
FunctionChains = "8e6b2b91-af83-483e-ba35-d00930e4cf9b"
Functors = "d9f16b24-f501-4c13-a1f2-28368ffc5196"
HypothesisTests = "09f84164-cd44-5f33-b23f-e6b0d136a0d5"
InverseFunctions = "3587e190-3f89-42d0-90ee-14403ec27112"
KernelAbstractions = "63c18a36-062a-441e-b654-da1e3ab1ce7c"
LinearAlgebra = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"
Optim = "429524aa-4258-5aef-a3af-852621145aeb"
Optimisers = "3bd65402-5787-11e9-1adc-39752487f4e2"
Expand All @@ -25,11 +31,14 @@ ValueShapes = "136a8f8c-c49b-4edb-8b98-f3d64d48be8f"
Zygote = "e88e6eb3-aa80-5325-afca-941959d7151f"
ZygoteRules = "700de1a5-db45-46bc-99cf-38207098b444"


[compat]
ArgCheck = "1, 2.0"
ArraysOfArrays = "0.4, 0.5"
ChainRulesCore = "0.9.44, 0.10, 1"
ChangesOfVariables = "0.1"
CUDA = "3.12.0"
CUDAKernels = "0.4.3"
Distributions = "0.21.10, 0.22, 0.23, 0.24, 0.25"
DocStringExtensions = "0.8, 0.9"
ElasticArrays = "1.2.3"
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