diff --git a/Manifest.toml b/Manifest.toml
index d2932fc1..2c4598b2 100644
--- a/Manifest.toml
+++ b/Manifest.toml
@@ -12,6 +12,22 @@ git-tree-sha1 = "9e31b9f5d3f9b5ec32c1d01fd8c05270bad10dc0"
 uuid = "79e6a3ab-5dfb-504d-930d-738a2a938a0e"
 version = "2.0.0"
 
+[[Base64]]
+uuid = "2a0f44e3-6c83-55bd-87e4-b1978d98bd5f"
+
+[[Cassette]]
+git-tree-sha1 = "ff6f5109371926beb67ec3101be17d2c211e497d"
+uuid = "7057c7e9-c182-5462-911a-8362d720325c"
+version = "0.3.3"
+
+[[KernelAbstractions]]
+deps = ["Adapt", "Cassette", "MacroTools", "StaticArrays"]
+git-tree-sha1 = "af5a5b02121e67be1bd4acb8b043376c2fccb80e"
+repo-rev = "vc/gpu_arrays"
+repo-url = "https://github.com/JuliaGPU/KernelAbstractions.jl.git"
+uuid = "63c18a36-062a-441e-b654-da1e3ab1ce7c"
+version = "1.0.0"
+
 [[Libdl]]
 uuid = "8f399da3-3557-5675-b5ff-fb832c97cbdb"
 
@@ -19,6 +35,16 @@ uuid = "8f399da3-3557-5675-b5ff-fb832c97cbdb"
 deps = ["Libdl"]
 uuid = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"
 
+[[MacroTools]]
+deps = ["Markdown", "Random"]
+git-tree-sha1 = "f7d2e3f654af75f01ec49be82c231c382214223a"
+uuid = "1914dd2f-81c6-5fcd-8719-6d5c9610ff09"
+version = "0.5.5"
+
+[[Markdown]]
+deps = ["Base64"]
+uuid = "d6f4376e-aef5-505a-96c1-9c027394607a"
+
 [[Printf]]
 deps = ["Unicode"]
 uuid = "de0858da-6303-5e67-8744-51eddeeeb8d7"
@@ -30,5 +56,19 @@ uuid = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
 [[Serialization]]
 uuid = "9e88b42a-f829-5b0c-bbe9-9e923198166b"
 
+[[SparseArrays]]
+deps = ["LinearAlgebra", "Random"]
+uuid = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
+
+[[StaticArrays]]
+deps = ["LinearAlgebra", "Random", "Statistics"]
+git-tree-sha1 = "5c06c0aeb81bef54aed4b3f446847905eb6cbda0"
+uuid = "90137ffa-7385-5640-81b9-e52037218182"
+version = "0.12.3"
+
+[[Statistics]]
+deps = ["LinearAlgebra", "SparseArrays"]
+uuid = "10745b16-79ce-11e8-11f9-7d13ad32a3b2"
+
 [[Unicode]]
 uuid = "4ec0a83e-493e-50e2-b9ac-8f72acf5a8f5"
diff --git a/Project.toml b/Project.toml
index ab9f5142..8e0e2f42 100644
--- a/Project.toml
+++ b/Project.toml
@@ -5,6 +5,7 @@ version = "4.0.0"
 [deps]
 AbstractFFTs = "621f4979-c628-5d54-868e-fcf4e3e8185c"
 Adapt = "79e6a3ab-5dfb-504d-930d-738a2a938a0e"
+KernelAbstractions = "63c18a36-062a-441e-b654-da1e3ab1ce7c"
 LinearAlgebra = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"
 Printf = "de0858da-6303-5e67-8744-51eddeeeb8d7"
 Random = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
@@ -13,6 +14,7 @@ Serialization = "9e88b42a-f829-5b0c-bbe9-9e923198166b"
 [compat]
 AbstractFFTs = "0.4, 0.5"
 Adapt = "2.0"
+KernelAbstractions = "1.0"
 julia = "1.3"
 
 [extras]