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Modification and reorganization of NeuralSnow Extension #1118

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afd1cb4
Refactor NeuralExt, move default depth neural model out of extension,…
a-charbon Apr 21, 2025
7d458b0
small syntax changes according to Teja's commentary
a-charbon May 5, 2025
daa8198
one typo, plus climaformatter
a-charbon May 5, 2025
3a44c9e
Add GPU support to NeuralDepthModel
imreddyTeja May 6, 2025
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161 changes: 80 additions & 81 deletions .buildkite/Manifest-v1.11.toml
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397 changes: 284 additions & 113 deletions .buildkite/Manifest.toml
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10 changes: 4 additions & 6 deletions .buildkite/Project.toml
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Original file line number Diff line number Diff line change
@@ -1,8 +1,6 @@
[deps]
Aqua = "4c88cf16-eb10-579e-8560-4a9242c79595"
ArgParse = "c7e460c6-2fb9-53a9-8c5b-16f535851c63"
BSON = "fbb218c0-5317-5bc6-957e-2ee96dd4b1f0"
CSV = "336ed68f-0bac-5ca0-87d4-7b16caf5d00b"
CUDA = "052768ef-5323-5732-b1bb-66c8b64840ba"
CairoMakie = "13f3f980-e62b-5c42-98c6-ff1f3baf88f0"
ClimaAnalysis = "29b5916a-a76c-4e73-9657-3c8fd22e65e6"
Expand All @@ -18,6 +16,7 @@ ClimaUtilities = "b3f4f4ca-9299-4f7f-bd9b-81e1242a7513"
DataFrames = "a93c6f00-e57d-5684-b7b6-d8193f3e46c0"
Dates = "ade2ca70-3891-5945-98fb-dc099432e06a"
DelimitedFiles = "8bb1440f-4735-579b-a4ab-409b98df4dab"
Downloads = "f43a241f-c20a-4ad4-852c-f6b1247861c6"
EnsembleKalmanProcesses = "aa8a2aa5-91d8-4396-bcef-d4f2ec43552d"
Flux = "587475ba-b771-5e3f-ad9e-33799f191a9c"
Format = "1fa38f19-a742-5d3f-a2b9-30dd87b9d5f8"
Expand All @@ -38,17 +37,16 @@ SafeTestsets = "1bc83da4-3b8d-516f-aca4-4fe02f6d838f"
SciMLBase = "0bca4576-84f4-4d90-8ffe-ffa030f20462"
StaticArrays = "90137ffa-7385-5640-81b9-e52037218182"
Statistics = "10745b16-79ce-11e8-11f9-7d13ad32a3b2"
StatsBase = "2913bbd2-ae8a-5f71-8c99-4fb6c76f3a91"
SurfaceFluxes = "49b00bb7-8bd4-4f2b-b78c-51cd0450215f"
TOML = "fa267f1f-6049-4f14-aa54-33bafae1ed76"
Test = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
Thermodynamics = "b60c26fb-14c3-4610-9d3e-2d17fe7ff00c"

[compat]
ClimaAnalysis = "0.5.17"
ClimaTimeSteppers = "0.7, 0.8"
ClimaDiagnostics = "0.2.13"
ClimaCalibrate = "0.0.15"
ClimaDiagnostics = "0.2.13"
ClimaTimeSteppers = "0.7, 0.8"
EnsembleKalmanProcesses = "2.4.1"
Flux = "0.15"
Flux = "0.15, 0.16"
Statistics = "1"
9 changes: 9 additions & 0 deletions .buildkite/pipeline.yml
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Original file line number Diff line number Diff line change
Expand Up @@ -135,6 +135,15 @@ steps:
env:
CLIMACOMMS_DEVICE: "CUDA"

- label: "Snow Col de Porte: GPU"
command: "julia --color=yes --project=.buildkite experiments/standalone/Snow/snowmip_simulation.jl cdp"
artifact_paths: "experiments/standalone/Snow/cdp/output_active/*png"
agents:
slurm_ntasks: 1
slurm_gpus: 1
env:
CLIMACOMMS_DEVICE: "CUDA"

- group: "ClimaLandSimulations"
steps:
- label: "Ozark figures Makie"
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8 changes: 8 additions & 0 deletions Artifacts.toml
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Original file line number Diff line number Diff line change
Expand Up @@ -185,3 +185,11 @@ git-tree-sha1 = "c35ba0e899040cb8153226ab751f69100f475d39"
[[mizoguchi_soil_freezing_data.download]]
sha256 = "0027cc080ba45ba33dc790b176ec2854353ce7dce4eae4bef72963b0dd944e0b"
url = "https://caltech.box.com/shared/static/tn1bnqjmegyetw5kzd2ixq5pbnb05s3u.gz"

[snow_depth_model_weights]
git-tree-sha1 = "2ff7c38faa5cefa82ed1298249445c10c33a7249"

[[snow_depth_model_weights.download]]
sha256 = "8d3b59da970ef7bf1fb92d325947f632bb6f98ed0d79387adb20fbc9d8810bd9"
url = "https://caltech.box.com/shared/static/miza4cec2b91qgn9kacqoiuqhd3obehd.gz"

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Please add a newline here

18 changes: 8 additions & 10 deletions Project.toml
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Original file line number Diff line number Diff line change
Expand Up @@ -4,38 +4,36 @@ authors = ["Clima Land Team"]
version = "0.15.14"

[deps]
Adapt = "79e6a3ab-5dfb-504d-930d-738a2a938a0e"
ClimaComms = "3a4d1b5c-c61d-41fd-a00a-5873ba7a1b0d"
ClimaCore = "d414da3d-4745-48bb-8d80-42e94e092884"
ClimaDiagnostics = "1ecacbb8-0713-4841-9a07-eb5aa8a2d53f"
ClimaUtilities = "b3f4f4ca-9299-4f7f-bd9b-81e1242a7513"
Dates = "ade2ca70-3891-5945-98fb-dc099432e06a"
DocStringExtensions = "ffbed154-4ef7-542d-bbb7-c09d3a79fcae"
Flux = "587475ba-b771-5e3f-ad9e-33799f191a9c"
Insolation = "e98cc03f-d57e-4e3c-b70c-8d51efe9e0d8"
Interpolations = "a98d9a8b-a2ab-59e6-89dd-64a1c18fca59"
LazyArtifacts = "4af54fe1-eca0-43a8-85a7-787d91b784e3"
LinearAlgebra = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"
NCDatasets = "85f8d34a-cbdd-5861-8df4-14fed0d494ab"
SciMLBase = "0bca4576-84f4-4d90-8ffe-ffa030f20462"
StaticArrays = "90137ffa-7385-5640-81b9-e52037218182"
Statistics = "10745b16-79ce-11e8-11f9-7d13ad32a3b2"
SurfaceFluxes = "49b00bb7-8bd4-4f2b-b78c-51cd0450215f"
Thermodynamics = "b60c26fb-14c3-4610-9d3e-2d17fe7ff00c"

[weakdeps]
BSON = "fbb218c0-5317-5bc6-957e-2ee96dd4b1f0"
CSV = "336ed68f-0bac-5ca0-87d4-7b16caf5d00b"
ClimaParams = "5c42b081-d73a-476f-9059-fd94b934656c"
DataFrames = "a93c6f00-e57d-5684-b7b6-d8193f3e46c0"
Flux = "587475ba-b771-5e3f-ad9e-33799f191a9c"
HTTP = "cd3eb016-35fb-5094-929b-558a96fad6f3"
StatsBase = "2913bbd2-ae8a-5f71-8c99-4fb6c76f3a91"
Downloads = "f43a241f-c20a-4ad4-852c-f6b1247861c6"

[extensions]
CreateParametersExt = "ClimaParams"
NeuralSnowExt = ["CSV", "DataFrames", "HTTP", "Flux", "StatsBase", "BSON"]
NeuralSnowExt = ["DataFrames", "Downloads"]

[compat]
BSON = "0.3.9"
CSV = "0.10.14"
Adapt = "4.3.0"
ClimaComms = "0.6.2"
ClimaCore = "0.14.23"
ClimaDiagnostics = "0.2.10"
Expand All @@ -44,16 +42,16 @@ ClimaUtilities = "0.1.24"
DataFrames = "1.4"
Dates = "1"
DocStringExtensions = "0.9"
Downloads = "1.6.0"
Flux = "0.15, 0.16"
HTTP = "1.10"
Insolation = "0.9.2"
Interpolations = "0.15.1"
LazyArtifacts = "1"
LinearAlgebra = "1"
NCDatasets = "0.14"
SciMLBase = "2.53"
StaticArrays = "1.6"
StatsBase = "0.34"
Statistics = "1.10"
SurfaceFluxes = "0.11, 0.12"
Thermodynamics = "0.12.4"
julia = "1.10"
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