diff --git a/Manifest.toml b/Manifest.toml
index 115fa5f5..645b4ac4 100644
--- a/Manifest.toml
+++ b/Manifest.toml
@@ -76,9 +76,7 @@ version = "0.2.0"
 
 [[CuArrays]]
 deps = ["AbstractFFTs", "Adapt", "CEnum", "CUDAapi", "CUDAdrv", "CUDAnative", "DataStructures", "GPUArrays", "Libdl", "LinearAlgebra", "MacroTools", "NNlib", "Printf", "Random", "Requires", "SparseArrays", "TimerOutputs"]
-git-tree-sha1 = "5203ed37039c74c5eab31e9fcdc40f23c7e943a3"
-repo-rev = "master"
-repo-url = "https://github.com/JuliaGPU/CuArrays.jl.git"
+git-tree-sha1 = "51fbe053dea29ed2513e02d38380007310cf4c4b"
 uuid = "3a865a2d-5b23-5a0f-bc46-62713ec82fae"
 version = "1.6.0"
 
@@ -131,9 +129,9 @@ version = "3.3.9+3"
 
 [[FillArrays]]
 deps = ["LinearAlgebra", "Random", "SparseArrays"]
-git-tree-sha1 = "1a9fe4e1323f38de0ba4da49eafd15b25ec62298"
+git-tree-sha1 = "fec413d4fc547992eb62a5c544cedb6d7853c1f5"
 uuid = "1a297f60-69ca-5386-bcde-b61e274b549b"
-version = "0.8.2"
+version = "0.8.4"
 
 [[FixedPointNumbers]]
 git-tree-sha1 = "d14a6fa5890ea3a7e5dcab6811114f132fec2b4b"
@@ -351,9 +349,9 @@ version = "0.8.3"
 
 [[Zygote]]
 deps = ["DiffRules", "FFTW", "FillArrays", "ForwardDiff", "IRTools", "InteractiveUtils", "LinearAlgebra", "MacroTools", "NNlib", "NaNMath", "Random", "Requires", "SpecialFunctions", "Statistics", "ZygoteRules"]
-git-tree-sha1 = "7e293d7bef87c2cf2847e99ed0da4edadb75fe90"
+git-tree-sha1 = "74382bcc4c1e8075e14554da67d75565f8fb7827"
 uuid = "e88e6eb3-aa80-5325-afca-941959d7151f"
-version = "0.4.4"
+version = "0.4.5"
 
 [[ZygoteRules]]
 deps = ["MacroTools"]
diff --git a/Project.toml b/Project.toml
index 225cc463..59324a7d 100644
--- a/Project.toml
+++ b/Project.toml
@@ -28,7 +28,6 @@ AbstractTrees = "0.2"
 Adapt = "1"
 CodecZlib = "0.5, 0.6"
 Colors = "0.8, 0.9"
-CuArrays = "1.4.3"
 Juno = "0.5, 0.6, 0.7"
 MacroTools = "0.3, 0.4, 0.5"
 NNlib = "0.6"