Package evaluation of DINCAE on Julia 1.10.9 (96dc2d8c45*) started at 2025-06-06T22:59:43.881 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 5.19s ################################################################################ # Installation # Installing DINCAE... Resolving package versions... Updating `~/.julia/environments/v1.10/Project.toml` [0d879ee6] + DINCAE v2.0.4 Updating `~/.julia/environments/v1.10/Manifest.toml` [621f4979] + AbstractFFTs v1.5.0 [7d9f7c33] + Accessors v0.1.42 [79e6a3ab] + Adapt v4.3.0 [66dad0bd] + AliasTables v1.1.3 [dce04be8] + ArgCheck v2.5.0 [a9b6321e] + Atomix v1.1.1 [ab4f0b2a] + BFloat16s v0.5.1 [198e06fe] + BangBang v0.4.4 [9718e550] + Baselet v0.1.1 [fa961155] + CEnum v0.5.0 ⌅ [179af706] + CFTime v0.1.4 [052768ef] + CUDA v5.8.2 [1af6417a] + CUDA_Runtime_Discovery v0.3.5 [082447d4] + ChainRules v1.72.4 [d360d2e6] + ChainRulesCore v1.25.1 [3da002f7] + ColorTypes v0.12.1 [5ae59095] + Colors v0.13.1 [1fbeeb36] + CommonDataModel v0.3.8 [bbf7d656] + CommonSubexpressions v0.3.1 [34da2185] + Compat v4.16.0 [a33af91c] + CompositionsBase v0.1.2 [187b0558] + ConstructionBase v1.5.8 [6add18c4] + ContextVariablesX v0.1.3 [a8cc5b0e] + Crayons v4.1.1 [0d879ee6] + DINCAE v2.0.4 [9a962f9c] + DataAPI v1.16.0 [a93c6f00] + DataFrames v1.7.0 [864edb3b] + DataStructures v0.18.22 [e2d170a0] + DataValueInterfaces v1.0.0 [244e2a9f] + DefineSingletons v0.1.2 [8bb1440f] + DelimitedFiles v1.9.1 [163ba53b] + DiffResults v1.1.0 [b552c78f] + DiffRules v1.15.1 [3c3547ce] + DiskArrays v0.4.13 [ffbed154] + DocStringExtensions v0.9.4 [e2ba6199] + ExprTools v0.1.10 [cc61a311] + FLoops v0.2.2 [b9860ae5] + FLoopsBase v0.1.1 [1a297f60] + FillArrays v1.13.0 [53c48c17] + FixedPointNumbers v0.8.5 ⌅ [587475ba] + Flux v0.14.25 [f6369f11] + ForwardDiff v1.0.1 ⌅ [d9f16b24] + Functors v0.4.12 [0c68f7d7] + GPUArrays v11.2.2 [46192b85] + GPUArraysCore v0.2.0 [61eb1bfa] + GPUCompiler v1.5.1 [096a3bc2] + GPUToolbox v0.2.0 [076d061b] + HashArrayMappedTries v0.2.0 [7869d1d1] + IRTools v0.4.14 [22cec73e] + InitialValues v0.3.1 [842dd82b] + InlineStrings v1.4.3 [3587e190] + InverseFunctions v0.1.17 [41ab1584] + InvertedIndices v1.3.1 [92d709cd] + IrrationalConstants v0.2.4 [82899510] + IteratorInterfaceExtensions v1.0.0 [692b3bcd] + JLLWrappers v1.7.0 [b14d175d] + JuliaVariables v0.2.4 [63c18a36] + KernelAbstractions v0.9.34 [929cbde3] + LLVM v9.4.0 [8b046642] + LLVMLoopInfo v1.0.0 [8ac3fa9e] + LRUCache v1.6.2 [b964fa9f] + LaTeXStrings v1.4.0 [2ab3a3ac] + LogExpFunctions v0.3.29 [c2834f40] + MLCore v1.0.0 ⌃ [7e8f7934] + MLDataDevices v1.5.3 [d8e11817] + MLStyle v0.4.17 [f1d291b0] + MLUtils v0.4.8 [3da0fdf6] + MPIPreferences v0.1.11 [1914dd2f] + MacroTools v0.5.16 [128add7d] + MicroCollections v0.2.0 [e1d29d7a] + Missings v1.2.0 [85f8d34a] + NCDatasets v0.14.8 [872c559c] + NNlib v0.9.30 [5da4648a] + NVTX v1.0.0 [77ba4419] + NaNMath v1.1.3 [71a1bf82] + NameResolution v0.1.5 [6fe1bfb0] + OffsetArrays v1.17.0 [0b1bfda6] + OneHotArrays v0.2.10 ⌅ [3bd65402] + Optimisers v0.3.4 [bac558e1] + OrderedCollections v1.8.1 [2dfb63ee] + PooledArrays v1.4.3 ⌅ [aea7be01] + PrecompileTools v1.2.1 [21216c6a] + Preferences v1.4.3 [8162dcfd] + PrettyPrint v0.2.0 [08abe8d2] + PrettyTables v2.4.0 [33c8b6b6] + ProgressLogging v0.1.4 [43287f4e] + PtrArrays v1.3.0 [74087812] + Random123 v1.7.1 [e6cf234a] + RandomNumbers v1.6.0 [c1ae055f] + RealDot v0.1.0 [189a3867] + Reexport v1.2.2 [42d2dcc6] + Referenceables v0.1.3 [ae029012] + Requires v1.3.1 [7e506255] + ScopedValues v1.3.0 [6c6a2e73] + Scratch v1.2.1 [91c51154] + SentinelArrays v1.4.8 [efcf1570] + Setfield v1.1.2 [605ecd9f] + ShowCases v0.1.0 [699a6c99] + SimpleTraits v0.9.4 [a2af1166] + SortingAlgorithms v1.2.1 [dc90abb0] + SparseInverseSubset v0.1.2 [276daf66] + SpecialFunctions v2.5.1 [171d559e] + SplittablesBase v0.1.15 [90137ffa] + StaticArrays v1.9.13 [1e83bf80] + StaticArraysCore v1.4.3 [82ae8749] + StatsAPI v1.7.1 [2913bbd2] + StatsBase v0.34.5 [892a3eda] + StringManipulation v0.4.1 [09ab397b] + StructArrays v0.7.1 [3783bdb8] + TableTraits v1.0.1 [bd369af6] + Tables v1.12.1 [ac1d9e8a] + ThreadsX v0.1.12 [e689c965] + Tracy v0.1.4 [28d57a85] + Transducers v0.4.84 [013be700] + UnsafeAtomics v0.3.0 ⌅ [e88e6eb3] + Zygote v0.6.77 [700de1a5] + ZygoteRules v0.2.7 [0b7ba130] + Blosc_jll v1.21.7+0 [6e34b625] + Bzip2_jll v1.0.9+0 [4ee394cb] + CUDA_Driver_jll v0.13.0+0 [76a88914] + CUDA_Runtime_jll v0.17.0+0 [0234f1f7] + HDF5_jll v1.14.6+0 [e33a78d0] + Hwloc_jll v2.12.1+0 [9c1d0b0a] + JuliaNVTXCallbacks_jll v0.2.1+0 [dad2f222] + LLVMExtra_jll v0.0.36+0 [ad6e5548] + LibTracyClient_jll v0.9.1+6 [94ce4f54] + Libiconv_jll v1.18.0+0 [5ced341a] + Lz4_jll v1.10.1+0 [7cb0a576] + MPICH_jll v4.3.0+1 [f1f71cc9] + MPItrampoline_jll v5.5.3+0 [9237b28f] + MicrosoftMPI_jll v10.1.4+3 [e98f9f5b] + NVTX_jll v3.1.1+0 [7243133f] + NetCDF_jll v401.900.300+0 [fe0851c0] + OpenMPI_jll v5.0.7+2 [458c3c95] + OpenSSL_jll v3.5.0+0 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 ⌅ [02c8fc9c] + XML2_jll v2.13.6+1 [ffd25f8a] + XZ_jll v5.8.1+0 [3161d3a3] + Zstd_jll v1.5.7+1 [1e29f10c] + demumble_jll v1.3.0+0 [477f73a3] + libaec_jll v1.1.3+0 [337d8026] + libzip_jll v1.11.3+0 [0dad84c5] + ArgTools v1.1.1 [56f22d72] + Artifacts [2a0f44e3] + Base64 [ade2ca70] + Dates [8ba89e20] + Distributed [f43a241f] + Downloads v1.6.0 [7b1f6079] + FileWatching [9fa8497b] + Future [b77e0a4c] + InteractiveUtils [4af54fe1] + LazyArtifacts [b27032c2] + LibCURL v0.6.4 [76f85450] + LibGit2 [8f399da3] + Libdl [37e2e46d] + LinearAlgebra [56ddb016] + Logging [d6f4376e] + Markdown [a63ad114] + Mmap [ca575930] + NetworkOptions v1.2.0 [44cfe95a] + Pkg v1.10.0 [de0858da] + Printf [9abbd945] + Profile [3fa0cd96] + REPL [9a3f8284] + Random [ea8e919c] + SHA v0.7.0 [9e88b42a] + Serialization [6462fe0b] + Sockets [2f01184e] + SparseArrays v1.10.0 [10745b16] + Statistics v1.10.0 [4607b0f0] + SuiteSparse [fa267f1f] + TOML v1.0.3 [a4e569a6] + Tar v1.10.0 [8dfed614] + Test [cf7118a7] + UUIDs [4ec0a83e] + Unicode [e66e0078] + CompilerSupportLibraries_jll v1.1.1+0 [deac9b47] + LibCURL_jll v8.4.0+0 [e37daf67] + LibGit2_jll v1.6.4+0 [29816b5a] + LibSSH2_jll v1.11.0+1 [c8ffd9c3] + MbedTLS_jll v2.28.2+1 [14a3606d] + MozillaCACerts_jll v2023.1.10 [4536629a] + OpenBLAS_jll v0.3.23+4 [05823500] + OpenLibm_jll v0.8.5+0 [bea87d4a] + SuiteSparse_jll v7.2.1+1 [83775a58] + Zlib_jll v1.2.13+1 [8e850b90] + libblastrampoline_jll v5.11.0+0 [8e850ede] + nghttp2_jll v1.52.0+1 [3f19e933] + p7zip_jll v17.4.0+2 Info Packages marked with ⌃ and ⌅ have new versions available. Those with ⌃ may be upgradable, but those with ⌅ are restricted by compatibility constraints from upgrading. To see why use `status --outdated -m` Installation completed after 20.66s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 318.76s ################################################################################ # Testing # Testing DINCAE Status `/tmp/jl_Yk2011/Project.toml` [052768ef] CUDA v5.8.2 [d360d2e6] ChainRulesCore v1.25.1 [0d879ee6] DINCAE v2.0.4 ⌅ [587475ba] Flux v0.14.25 [85f8d34a] NCDatasets v0.14.8 [ac1d9e8a] ThreadsX v0.1.12 [ade2ca70] Dates [37e2e46d] LinearAlgebra [de0858da] Printf [9abbd945] Profile [9a3f8284] Random [10745b16] Statistics v1.10.0 [8dfed614] Test Status `/tmp/jl_Yk2011/Manifest.toml` [621f4979] AbstractFFTs v1.5.0 [7d9f7c33] Accessors v0.1.42 [79e6a3ab] Adapt v4.3.0 [66dad0bd] AliasTables v1.1.3 [dce04be8] ArgCheck v2.5.0 [a9b6321e] Atomix v1.1.1 [ab4f0b2a] BFloat16s v0.5.1 [198e06fe] BangBang v0.4.4 [9718e550] Baselet v0.1.1 [fa961155] CEnum v0.5.0 ⌅ [179af706] CFTime v0.1.4 [052768ef] CUDA v5.8.2 [1af6417a] CUDA_Runtime_Discovery v0.3.5 [082447d4] ChainRules v1.72.4 [d360d2e6] ChainRulesCore v1.25.1 [3da002f7] ColorTypes v0.12.1 [5ae59095] Colors v0.13.1 [1fbeeb36] CommonDataModel v0.3.8 [bbf7d656] CommonSubexpressions v0.3.1 [34da2185] Compat v4.16.0 [a33af91c] CompositionsBase v0.1.2 [187b0558] ConstructionBase v1.5.8 [6add18c4] ContextVariablesX v0.1.3 [a8cc5b0e] Crayons v4.1.1 [0d879ee6] DINCAE v2.0.4 [9a962f9c] DataAPI v1.16.0 [a93c6f00] DataFrames v1.7.0 [864edb3b] DataStructures v0.18.22 [e2d170a0] DataValueInterfaces v1.0.0 [244e2a9f] DefineSingletons v0.1.2 [8bb1440f] DelimitedFiles v1.9.1 [163ba53b] DiffResults v1.1.0 [b552c78f] DiffRules v1.15.1 [3c3547ce] DiskArrays v0.4.13 [ffbed154] DocStringExtensions v0.9.4 [e2ba6199] ExprTools v0.1.10 [cc61a311] FLoops v0.2.2 [b9860ae5] FLoopsBase v0.1.1 [1a297f60] FillArrays v1.13.0 [53c48c17] FixedPointNumbers v0.8.5 ⌅ [587475ba] Flux v0.14.25 [f6369f11] ForwardDiff v1.0.1 ⌅ [d9f16b24] Functors v0.4.12 [0c68f7d7] GPUArrays v11.2.2 [46192b85] GPUArraysCore v0.2.0 [61eb1bfa] GPUCompiler v1.5.1 [096a3bc2] GPUToolbox v0.2.0 [076d061b] HashArrayMappedTries v0.2.0 [7869d1d1] IRTools v0.4.14 [22cec73e] InitialValues v0.3.1 [842dd82b] InlineStrings v1.4.3 [3587e190] InverseFunctions v0.1.17 [41ab1584] InvertedIndices v1.3.1 [92d709cd] IrrationalConstants v0.2.4 [82899510] IteratorInterfaceExtensions v1.0.0 [692b3bcd] JLLWrappers v1.7.0 [b14d175d] JuliaVariables v0.2.4 [63c18a36] KernelAbstractions v0.9.34 [929cbde3] LLVM v9.4.0 [8b046642] LLVMLoopInfo v1.0.0 [8ac3fa9e] LRUCache v1.6.2 [b964fa9f] LaTeXStrings v1.4.0 [2ab3a3ac] LogExpFunctions v0.3.29 [c2834f40] MLCore v1.0.0 ⌃ [7e8f7934] MLDataDevices v1.5.3 [d8e11817] MLStyle v0.4.17 [f1d291b0] MLUtils v0.4.8 [3da0fdf6] MPIPreferences v0.1.11 [1914dd2f] MacroTools v0.5.16 [128add7d] MicroCollections v0.2.0 [e1d29d7a] Missings v1.2.0 [85f8d34a] NCDatasets v0.14.8 [872c559c] NNlib v0.9.30 [5da4648a] NVTX v1.0.0 [77ba4419] NaNMath v1.1.3 [71a1bf82] NameResolution v0.1.5 [6fe1bfb0] OffsetArrays v1.17.0 [0b1bfda6] OneHotArrays v0.2.10 ⌅ [3bd65402] Optimisers v0.3.4 [bac558e1] OrderedCollections v1.8.1 [2dfb63ee] PooledArrays v1.4.3 ⌅ [aea7be01] PrecompileTools v1.2.1 [21216c6a] Preferences v1.4.3 [8162dcfd] PrettyPrint v0.2.0 [08abe8d2] PrettyTables v2.4.0 [33c8b6b6] ProgressLogging v0.1.4 [43287f4e] PtrArrays v1.3.0 [74087812] Random123 v1.7.1 [e6cf234a] RandomNumbers v1.6.0 [c1ae055f] RealDot v0.1.0 [189a3867] Reexport v1.2.2 [42d2dcc6] Referenceables v0.1.3 [ae029012] Requires v1.3.1 [7e506255] ScopedValues v1.3.0 [6c6a2e73] Scratch v1.2.1 [91c51154] SentinelArrays v1.4.8 [efcf1570] Setfield v1.1.2 [605ecd9f] ShowCases v0.1.0 [699a6c99] SimpleTraits v0.9.4 [a2af1166] SortingAlgorithms v1.2.1 [dc90abb0] SparseInverseSubset v0.1.2 [276daf66] SpecialFunctions v2.5.1 [171d559e] SplittablesBase v0.1.15 [90137ffa] StaticArrays v1.9.13 [1e83bf80] StaticArraysCore v1.4.3 [82ae8749] StatsAPI v1.7.1 [2913bbd2] StatsBase v0.34.5 [892a3eda] StringManipulation v0.4.1 [09ab397b] StructArrays v0.7.1 [3783bdb8] TableTraits v1.0.1 [bd369af6] Tables v1.12.1 [ac1d9e8a] ThreadsX v0.1.12 [e689c965] Tracy v0.1.4 [28d57a85] Transducers v0.4.84 [013be700] UnsafeAtomics v0.3.0 ⌅ [e88e6eb3] Zygote v0.6.77 [700de1a5] ZygoteRules v0.2.7 [0b7ba130] Blosc_jll v1.21.7+0 [6e34b625] Bzip2_jll v1.0.9+0 [4ee394cb] CUDA_Driver_jll v0.13.0+0 [76a88914] CUDA_Runtime_jll v0.17.0+0 [0234f1f7] HDF5_jll v1.14.6+0 [e33a78d0] Hwloc_jll v2.12.1+0 [9c1d0b0a] JuliaNVTXCallbacks_jll v0.2.1+0 [dad2f222] LLVMExtra_jll v0.0.36+0 [ad6e5548] LibTracyClient_jll v0.9.1+6 [94ce4f54] Libiconv_jll v1.18.0+0 [5ced341a] Lz4_jll v1.10.1+0 [7cb0a576] MPICH_jll v4.3.0+1 [f1f71cc9] MPItrampoline_jll v5.5.3+0 [9237b28f] MicrosoftMPI_jll v10.1.4+3 [e98f9f5b] NVTX_jll v3.1.1+0 [7243133f] NetCDF_jll v401.900.300+0 [fe0851c0] OpenMPI_jll v5.0.7+2 [458c3c95] OpenSSL_jll v3.5.0+0 [efe28fd5] OpenSpecFun_jll v0.5.6+0 ⌅ [02c8fc9c] XML2_jll v2.13.6+1 [ffd25f8a] XZ_jll v5.8.1+0 [3161d3a3] Zstd_jll v1.5.7+1 [1e29f10c] demumble_jll v1.3.0+0 [477f73a3] libaec_jll v1.1.3+0 [337d8026] libzip_jll v1.11.3+0 [0dad84c5] ArgTools v1.1.1 [56f22d72] Artifacts [2a0f44e3] Base64 [ade2ca70] Dates [8ba89e20] Distributed [f43a241f] Downloads v1.6.0 [7b1f6079] FileWatching [9fa8497b] Future [b77e0a4c] InteractiveUtils [4af54fe1] LazyArtifacts [b27032c2] LibCURL v0.6.4 [76f85450] LibGit2 [8f399da3] Libdl [37e2e46d] LinearAlgebra [56ddb016] Logging [d6f4376e] Markdown [a63ad114] Mmap [ca575930] NetworkOptions v1.2.0 [44cfe95a] Pkg v1.10.0 [de0858da] Printf [9abbd945] Profile [3fa0cd96] REPL [9a3f8284] Random [ea8e919c] SHA v0.7.0 [9e88b42a] Serialization [6462fe0b] Sockets [2f01184e] SparseArrays v1.10.0 [10745b16] Statistics v1.10.0 [4607b0f0] SuiteSparse [fa267f1f] TOML v1.0.3 [a4e569a6] Tar v1.10.0 [8dfed614] Test [cf7118a7] UUIDs [4ec0a83e] Unicode [e66e0078] CompilerSupportLibraries_jll v1.1.1+0 [deac9b47] LibCURL_jll v8.4.0+0 [e37daf67] LibGit2_jll v1.6.4+0 [29816b5a] LibSSH2_jll v1.11.0+1 [c8ffd9c3] MbedTLS_jll v2.28.2+1 [14a3606d] MozillaCACerts_jll v2023.1.10 [4536629a] OpenBLAS_jll v0.3.23+4 [05823500] OpenLibm_jll v0.8.5+0 [bea87d4a] SuiteSparse_jll v7.2.1+1 [83775a58] Zlib_jll v1.2.13+1 [8e850b90] libblastrampoline_jll v5.11.0+0 [8e850ede] nghttp2_jll v1.52.0+1 [3f19e933] p7zip_jll v17.4.0+2 Info Packages marked with ⌃ and ⌅ have new versions available. Those with ⌃ may be upgradable, but those with ⌅ are restricted by compatibility constraints from upgrading. Testing Running tests... ┌ Warning: Package cuDNN not found in current path. │ - Run `import Pkg; Pkg.add("cuDNN")` to install the cuDNN package, then restart julia. │ - If cuDNN is not installed, some Flux functionalities will not be available when running on the GPU. └ @ FluxCUDAExt ~/.julia/packages/Flux/vwk6M/ext/FluxCUDAExt/FluxCUDAExt.jl:10 ┌ Warning: Base.download is deprecated; use Downloads.download instead │ caller = top-level scope at test_DINCAE_SST.jl:26 └ @ Core ~/.julia/packages/DINCAE/6BQgx/test/test_DINCAE_SST.jl:26 [ Info: Number of threads: 1 [ Info: loading file avhrr_sub_add_clouds_n10.nc SST data shape: 112×112×10 data range: (13.575001f0, 17.775002f0) [ Info: no error field provided using 1 as error standard dev. ┌ Info: size(obs_err_std) └ size(obs_err_std) = (112, 112, 1, 10) ┌ Info: number of parameters └ ndata = 1 ┌ Info: number of time instances └ ntime = 10 [ Info: loading file avhrr_sub_add_clouds_n10.nc SST data shape: 112×112×10 data range: (13.575001f0, 17.775002f0) [ Info: no error field provided using 1 as error standard dev. ┌ Info: size(obs_err_std) └ size(obs_err_std) = (112, 112, 1, 10) ┌ Info: number of parameters └ ndata = 1 ┌ Info: number of time instances └ ntime = 10 [ Info: Output variables: ["SST"] [ Info: Input size: 112×112×10×5 [ Info: Input sum: 5843.4897 [ Info: Number of filters in encoder: [10, 32, 64, 128, 256] [ Info: Number of filters in decoder: [2, 32, 64, 128, 256] [ Info: Gamma: 10.0 [ Info: Number of filters: [10, 32, 64, 128, 256] skip connections at level 4 skip connections at level 3 skip connections at level 2 [ Info: using device: cpu [ Info: Output size: 112×112×2×5 [ Info: Output range: (-0.8448712533570274, 1.5376881991837077) [ Info: Output sum: 18279.438105293553 [ Info: Initial loss: -0.7218271100377092 ┌ Warning: This type should probably now use `Flux.@layer` instead of `@functor`: DINCAE.StepModel{DINCAE.var"#51#55"{Float64}, DINCAE.var"#52#56"{Bool, Int64, Int64}} │ caller = ip:0x0 └ @ Core :-1 epoch: 1 loss -0.7763 epoch: 2 loss -1.2437 epoch: 3 loss -1.3647 Save output 3 51.645656 seconds (3.95 M allocations: 498.430 MiB, 1.88% gc time, 94.05% compilation time) 473.408137 seconds (173.44 M allocations: 11.058 GiB, 1.95% gc time, 94.71% compilation time) losses[end] = -1.3646882036715011 [ Info: Number of threads: 1 [ Info: loading file avhrr_sub_add_clouds_n10.nc SST data shape: 112×112×10 data range: (13.575001f0, 17.775002f0) [ Info: no error field provided using 1 as error standard dev. ┌ Info: size(obs_err_std) └ size(obs_err_std) = (112, 112, 1, 10) ┌ Info: number of parameters └ ndata = 1 ┌ Info: number of time instances └ ntime = 10 [ Info: loading file avhrr_sub_add_clouds_n10.nc SST data shape: 112×112×10 data range: (13.575001f0, 17.775002f0) [ Info: no error field provided using 1 as error standard dev. ┌ Info: size(obs_err_std) └ size(obs_err_std) = (112, 112, 1, 10) ┌ Info: number of parameters └ ndata = 1 ┌ Info: number of time instances └ ntime = 10 [ Info: Output variables: ["SST"] [ Info: Input size: 112×112×10×5 [ Info: Input sum: 18315.355 [ Info: Number of filters in encoder: [10, 32, 64, 128, 256] [ Info: Number of filters in decoder: [2, 32, 64, 128, 256] [ Info: Gamma: 10.0 [ Info: Number of filters: [10, 32, 64, 128, 256] skip connections at level 4 skip connections at level 3 skip connections at level 2 [ Info: using device: cpu [ Info: Output size: 112×112×2×5 [ Info: Output range: (-1.055078830833758, 1.7601105848303211) [ Info: Output sum: 60218.00016516447 [ Info: Initial loss: 0.12762953938492194 epoch: 1 loss -0.1250 epoch: 2 loss 3.4246 epoch: 3 loss -1.2163 Save output 3 3.242621 seconds (9.72 k allocations: 248.543 MiB, 21.48% gc time) 99.719391 seconds (40.78 M allocations: 4.052 GiB, 5.03% gc time, 71.84% compilation time) losses[end] = -1.216255714627584 [ Info: Number of threads: 1 [ Info: loading file avhrr_sub_add_clouds_n10.nc SST data shape: 112×112×10 data range: (13.575001f0, 17.775002f0) [ Info: no error field provided using 1 as error standard dev. ┌ Info: size(obs_err_std) └ size(obs_err_std) = (112, 112, 1, 10) ┌ Info: number of parameters └ ndata = 1 ┌ Info: number of time instances └ ntime = 10 [ Info: loading file avhrr_sub_add_clouds_n10.nc SST data shape: 112×112×10 data range: (13.575001f0, 17.775002f0) [ Info: no error field provided using 1 as error standard dev. ┌ Info: size(obs_err_std) └ size(obs_err_std) = (112, 112, 1, 10) ┌ Info: number of parameters └ ndata = 1 ┌ Info: number of time instances └ ntime = 10 [ Info: Output variables: ["SST"] [ Info: Input size: 112×112×3×6×5 [ Info: Input sum: -4130.371 [ Info: Number of filters in encoder: [6, 32, 64, 128, 256] [ Info: Number of filters in decoder: [2, 32, 64, 128, 256] [ Info: Gamma: 10.0 [ Info: Number of filters: [6, 32, 64, 128, 256] skip connections at level 4 skip connections at level 3 skip connections at level 2 [ Info: using device: cpu [ Info: Output size: 112×112×3×2×5 [ Info: Output range: (-0.3614139760862503, 1.375362620158487) [ Info: Output sum: 211396.60510620152 [ Info: Initial loss: 0.09729352008393746 epoch: 1 loss -0.0559 epoch: 2 loss 8.7443 epoch: 3 loss -0.9969 Save output 3 25.823905 seconds (6.93 M allocations: 1.304 GiB, 2.06% gc time, 24.98% compilation time) 462.015237 seconds (80.40 M allocations: 12.184 GiB, 2.15% gc time, 58.90% compilation time) losses[end] = -0.9969245391662407 [ Info: Number of threads: 1 [ Info: loading file avhrr_sub_add_clouds_n10.nc SST data shape: 112×112×10 data range: (13.575001f0, 17.775002f0) [ Info: no error field provided using 1 as error standard dev. ┌ Info: size(obs_err_std) └ size(obs_err_std) = (112, 112, 1, 10) ┌ Info: number of parameters └ ndata = 1 ┌ Info: number of time instances └ ntime = 10 [ Info: loading file avhrr_sub_add_clouds_n10.nc SST data shape: 112×112×10 data range: (13.575001f0, 17.775002f0) [ Info: no error field provided using 1 as error standard dev. ┌ Info: size(obs_err_std) └ size(obs_err_std) = (112, 112, 1, 10) ┌ Info: number of parameters └ ndata = 1 ┌ Info: number of time instances └ ntime = 10 [ Info: Output variables: ["SST"] [ Info: Input size: 112×112×10×5 [ Info: Input sum: 44428.96 [ Info: Number of filters in encoder: [10, 32, 64, 128, 256] [ Info: Number of filters in decoder: [2, 32, 64, 128, 256] [ Info: Gamma: 10.0 [ Info: Number of filters: [10, 32, 64, 128, 256] skip connections at level 4 skip connections at level 3 skip connections at level 2 [ Info: using device: cpu [ Info: Output size: 112×112×2×5 [ Info: Output range: (-1.1783166218691856, 3.300696543958689) [ Info: Output sum: 54922.40049669589 [ Info: Initial loss: 1.2639306056647925 epoch: 1 loss 1.2079 epoch: 2 loss 1.2238 epoch: 3 loss 1.1540 Save output 3 3.125626 seconds (9.67 k allocations: 248.543 MiB, 20.89% gc time) 40.222799 seconds (815.69 k allocations: 2.197 GiB, 6.09% gc time, 38.52% compilation time) losses[end] = 1.1540442844927694 [ Info: Number of threads: 1 [ Info: loading file avhrr_sub_add_clouds_n10.nc SST data shape: 112×112×10 data range: (13.575001f0, 17.775002f0) [ Info: no error field provided using 1 as error standard dev. ┌ Info: size(obs_err_std) └ size(obs_err_std) = (112, 112, 1, 10) ┌ Info: number of parameters └ ndata = 1 ┌ Info: number of time instances └ ntime = 10 [ Info: loading file avhrr_sub_add_clouds_n10.nc SST data shape: 112×112×10 data range: (13.575001f0, 17.775002f0) [ Info: no error field provided using 1 as error standard dev. ┌ Info: size(obs_err_std) └ size(obs_err_std) = (112, 112, 1, 10) ┌ Info: number of parameters └ ndata = 1 ┌ Info: number of time instances └ ntime = 10 [ Info: Output variables: ["SST"] [ Info: Input size: 112×112×10×5 [ Info: Input sum: 18245.264 [ Info: Number of filters in encoder: [10, 32, 64, 128, 256] [ Info: Number of filters in decoder: [2, 32, 64, 128, 256] [ Info: Gamma: 10.0 [ Info: Number of filters: [10, 32, 64, 128, 256] Step model [ Info: Number of filters in encoder (refinement): [12, 32, 64, 128, 256] [ Info: Number of filters in decoder (refinement): [2, 32, 64, 128, 256] skip connections at level 4 skip connections at level 3 skip connections at level 2 skip connections at level 4 skip connections at level 3 skip connections at level 2 [ Info: using device: cpu [ Info: Output size: 112×112×2×5 [ Info: Output range: (-0.644928786742493, 1.7904144182048902) [ Info: Output sum: 60537.402053111204 [ Info: Initial loss: -0.24703912040536113 epoch: 1 loss -0.7178 epoch: 2 loss 251.0760 epoch: 3 loss -0.7298 Save output 3 4.876211 seconds (10.16 k allocations: 472.419 MiB, 14.42% gc time) 61.268757 seconds (3.37 M allocations: 4.448 GiB, 9.30% gc time, 32.99% compilation time) losses[end] = -0.7297961006407725 [ Info: loading file avhrr_sub_add_clouds_n10.nc SST data shape: 112×112×10 data range: (13.575001f0, 17.775002f0) [ Info: no error field provided using 1 as error standard dev. ┌ Info: size(obs_err_std) └ size(obs_err_std) = (112, 112, 1, 10) ┌ Info: number of parameters └ ndata = 1 ┌ Info: number of time instances └ ntime = 10 [ Info: Number of threads: 1 [ Info: loading file avhrr_sub_add_clouds_n10.nc SST data shape: 112×112×10 data range: (13.575001f0, 17.775002f0) [ Info: no error field provided using 1 as error standard dev. ┌ Info: size(obs_err_std) └ size(obs_err_std) = (112, 112, 1, 10) ┌ Info: number of parameters └ ndata = 1 ┌ Info: number of time instances └ ntime = 10 [ Info: loading file avhrr_sub_add_clouds_n10.nc SST data shape: 112×112×10 data range: (13.575001f0, 17.775002f0) [ Info: no error field provided using 1 as error standard dev. ┌ Info: size(obs_err_std) └ size(obs_err_std) = (112, 112, 1, 10) ┌ Info: number of parameters └ ndata = 1 ┌ Info: number of time instances └ ntime = 10 [ Info: Output variables: ["SST"] [ Info: Input size: 112×112×10×5 [ Info: Input sum: 32947.76 [ Info: Number of filters in encoder: [10, 32, 64, 128, 256] [ Info: Number of filters in decoder: [2, 32, 64, 128, 256] [ Info: Gamma: 10.0 [ Info: Number of filters: [10, 32, 64, 128, 256] Step model [ Info: Number of filters in encoder (refinement): [12, 32, 64, 128, 256] [ Info: Number of filters in decoder (refinement): [2, 32, 64, 128, 256] skip connections at level 4 skip connections at level 3 skip connections at level 2 skip connections at level 4 skip connections at level 3 skip connections at level 2 [ Info: using device: cpu [ Info: Output size: 112×112×2×5 [ Info: Output range: (-6.89515897097365, 5.360310139882485) [ Info: Output sum: 37217.57406613236 [ Info: Initial loss: 2.973517726427307 epoch: 1 loss 1.9666 epoch: 2 loss 0.2459 epoch: 3 loss 0.4892 Save output 3 5.266327 seconds (10.16 k allocations: 472.419 MiB, 17.54% gc time) 57.178895 seconds (822.44 k allocations: 4.388 GiB, 12.72% gc time, 7.07% compilation time) Test Summary: | Pass Total Time reconstruct gridded data | 11 11 25m32.2s ┌ Warning: Base.download is deprecated; use Downloads.download instead │ caller = top-level scope at test_reconstruct_points.jl:19 └ @ Core ~/.julia/packages/DINCAE/6BQgx/test/test_reconstruct_points.jl:19 ┌ Warning: Base.download is deprecated; use Downloads.download instead │ caller = top-level scope at test_reconstruct_points.jl:23 └ @ Core ~/.julia/packages/DINCAE/6BQgx/test/test_reconstruct_points.jl:23 [ Info: remove time mean from subset-sst.nc [ Info: number of provided data points: 6098 [ Info: number of data points within domain: 6072 [ Info: number of provided data points: 6072 [ Info: number of data points within domain: 6072 [ Info: number of variables: 60 [ Info: gamma: 10.0 no refine skip connections at level 3 skip connections at level 2 sum(model(xin)) = 103022.3086755149 size(model(xin)) = (177, 69, 2, 11) sz = (177, 69, 60) loss_function(model, xin, xtrue) = 0.802847973143167 epoch: 1 loss 0.8193 epoch: 2 loss 0.2313 Save output 2 14.487960 seconds (640.33 k allocations: 304.099 MiB, 81.13% compilation time) 206.345054 seconds (38.67 M allocations: 3.568 GiB, 1.25% gc time, 90.05% compilation time) [ Info: remove time mean from subset-sst.nc [ Info: number of provided data points: 6098 [ Info: number of data points within domain: 6072 [ Info: number of provided data points: 6072 [ Info: number of data points within domain: 6072 [ Info: number of variables: 60 [ Info: gamma: 10.0 no refine skip connections at level 3 skip connections at level 2 sum(model(xin)) = 103022.3086755149 size(model(xin)) = (177, 69, 2, 11) sz = (177, 69, 60) loss_function(model, xin, xtrue) = 4318.025617402706 epoch: 1 loss 4296.0853 epoch: 2 loss 1893.5354 Save output 2 2.856427 seconds (20.33 k allocations: 267.220 MiB, 0.11% gc time) 50.550616 seconds (8.27 M allocations: 2.046 GiB, 2.69% gc time, 57.90% compilation time) Test Summary: | Pass Total Time reconstruct point cloud | 13 13 6m00.3s 91.419661 seconds (4.45 M allocations: 303.348 MiB, 0.08% gc time, 99.94% compilation time) Test Summary: | Pass Total Time reconstruct vector field | 1 1 1m32.0s Test Summary: | Pass Total Time utilities | 4 4 4.6s Testing DINCAE tests passed Testing completed after 2035.97s PkgEval succeeded after 2397.47s