Package evaluation of DINCAE on Julia 1.13.0-DEV.791 (d5209bd37d*) started at 2025-07-04T19:03:18.081


################################################################################
# Set-up
#

Installing PkgEval dependencies (TestEnv)...

Set-up completed after 8.16s


################################################################################
# Installation
#

Installing DINCAE...
   Resolving package versions...
    Updating `~/.julia/environments/v1.13/Project.toml`
  [0d879ee6] + DINCAE v2.0.4
    Updating `~/.julia/environments/v1.13/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 v1.72.5
  [d360d2e6] + ChainRulesCore v1.25.2
  [3da002f7] + ColorTypes v0.12.1
  [5ae59095] + Colors v0.13.1
  [1fbeeb36] + CommonDataModel v0.3.8
  [bbf7d656] + CommonSubexpressions v0.3.1
  [34da2185] + Compat v4.17.0
  [a33af91c] + CompositionsBase v0.1.2
  [187b0558] + ConstructionBase v1.6.0
  [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 v0.9.5
  [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 v11.2.3
  [46192b85] + GPUArraysCore v0.2.0
  [61eb1bfa] + GPUCompiler v1.6.1
  [096a3bc2] + GPUToolbox v0.2.0
  [076d061b] + HashArrayMappedTries v0.2.0
  [7869d1d1] + IRTools v0.4.15
  [22cec73e] + InitialValues v0.3.1
  [842dd82b] + InlineStrings v1.4.4
  [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 v0.9.36
  [929cbde3] + LLVM v9.4.2
  [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 v1.3.2
  [21216c6a] + Preferences v1.4.3
  [8162dcfd] + PrettyPrint v0.2.0
  [08abe8d2] + PrettyTables v2.4.0
  [33c8b6b6] + ProgressLogging v0.1.5
  [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 v1.3.0
  [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
  [10745b16] + Statistics v1.11.1
  [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 v0.1.5
  [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 v0.13.1+0
⌅ [76a88914] + CUDA_Runtime_jll v0.17.1+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 v0.0.37+2
  [ad6e5548] + LibTracyClient_jll v0.9.1+6
  [94ce4f54] + Libiconv_jll v1.18.0+0
  [5ced341a] + Lz4_jll v1.10.1+0
  [7cb0a576] + MPICH_jll v4.3.1+0
  [f1f71cc9] + MPItrampoline_jll v5.5.4+0
  [9237b28f] + MicrosoftMPI_jll v10.1.4+3
  [e98f9f5b] + NVTX_jll v3.2.1+0
  [7243133f] + NetCDF_jll v401.900.300+0
  [fe0851c0] + OpenMPI_jll v5.0.8+0
  [efe28fd5] + OpenSpecFun_jll v0.5.6+0
⌅ [02c8fc9c] + XML2_jll v2.13.6+1
  [ffd25f8a] + XZ_jll v5.8.1+0
  [1e29f10c] + demumble_jll v1.3.0+0
  [477f73a3] + libaec_jll v1.1.3+0
  [337d8026] + libzip_jll v1.11.3+0
  [0dad84c5] + ArgTools v1.1.2
  [56f22d72] + Artifacts v1.11.0
  [2a0f44e3] + Base64 v1.11.0
  [ade2ca70] + Dates v1.11.0
  [8ba89e20] + Distributed v1.11.0
  [f43a241f] + Downloads v1.7.0
  [7b1f6079] + FileWatching v1.11.0
  [9fa8497b] + Future v1.11.0
  [b77e0a4c] + InteractiveUtils v1.11.0
  [ac6e5ff7] + JuliaSyntaxHighlighting v1.12.0
  [4af54fe1] + LazyArtifacts v1.11.0
  [b27032c2] + LibCURL v0.6.4
  [76f85450] + LibGit2 v1.11.0
  [8f399da3] + Libdl v1.11.0
  [37e2e46d] + LinearAlgebra v1.12.0
  [56ddb016] + Logging v1.11.0
  [d6f4376e] + Markdown v1.11.0
  [a63ad114] + Mmap v1.11.0
  [ca575930] + NetworkOptions v1.3.0
  [44cfe95a] + Pkg v1.13.0
  [de0858da] + Printf v1.11.0
  [9abbd945] + Profile v1.11.0
  [9a3f8284] + Random v1.11.0
  [ea8e919c] + SHA v0.7.0
  [9e88b42a] + Serialization v1.11.0
  [6462fe0b] + Sockets v1.11.0
  [2f01184e] + SparseArrays v1.12.0
  [f489334b] + StyledStrings v1.11.0
  [4607b0f0] + SuiteSparse
  [fa267f1f] + TOML v1.0.3
  [a4e569a6] + Tar v1.10.0
  [8dfed614] + Test v1.11.0
  [cf7118a7] + UUIDs v1.11.0
  [4ec0a83e] + Unicode v1.11.0
  [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1
  [deac9b47] + LibCURL_jll v8.14.1+1
  [e37daf67] + LibGit2_jll v1.9.1+0
  [29816b5a] + LibSSH2_jll v1.11.3+1
  [14a3606d] + MozillaCACerts_jll v2025.5.20
  [4536629a] + OpenBLAS_jll v0.3.29+0
  [05823500] + OpenLibm_jll v0.8.5+0
  [458c3c95] + OpenSSL_jll v3.5.0+0
  [efcefdf7] + PCRE2_jll v10.45.0+0
  [bea87d4a] + SuiteSparse_jll v7.10.1+0
  [83775a58] + Zlib_jll v1.3.1+2
  [3161d3a3] + Zstd_jll v1.5.7+1
  [8e850b90] + libblastrampoline_jll v5.13.1+0
  [8e850ede] + nghttp2_jll v1.65.0+0
  [3f19e933] + p7zip_jll v17.5.0+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 12.87s


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# Precompilation
#

Precompiling PkgEval dependencies...

Precompiling package dependencies...

Precompilation completed after 560.75s


################################################################################
# Testing
#

     Testing DINCAE
      Status `/tmp/jl_DuBjNY/Project.toml`
  [052768ef] CUDA v5.8.2
  [d360d2e6] ChainRulesCore v1.25.2
  [0d879ee6] DINCAE v2.0.4
⌅ [587475ba] Flux v0.14.25
  [85f8d34a] NCDatasets v0.14.8
  [10745b16] Statistics v1.11.1
  [ac1d9e8a] ThreadsX v0.1.12
  [ade2ca70] Dates v1.11.0
  [37e2e46d] LinearAlgebra v1.12.0
  [de0858da] Printf v1.11.0
  [9abbd945] Profile v1.11.0
  [9a3f8284] Random v1.11.0
  [8dfed614] Test v1.11.0
      Status `/tmp/jl_DuBjNY/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 v1.72.5
  [d360d2e6] ChainRulesCore v1.25.2
  [3da002f7] ColorTypes v0.12.1
  [5ae59095] Colors v0.13.1
  [1fbeeb36] CommonDataModel v0.3.8
  [bbf7d656] CommonSubexpressions v0.3.1
  [34da2185] Compat v4.17.0
  [a33af91c] CompositionsBase v0.1.2
  [187b0558] ConstructionBase v1.6.0
  [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 v0.9.5
  [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 v11.2.3
  [46192b85] GPUArraysCore v0.2.0
  [61eb1bfa] GPUCompiler v1.6.1
  [096a3bc2] GPUToolbox v0.2.0
  [076d061b] HashArrayMappedTries v0.2.0
  [7869d1d1] IRTools v0.4.15
  [22cec73e] InitialValues v0.3.1
  [842dd82b] InlineStrings v1.4.4
  [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 v0.9.36
  [929cbde3] LLVM v9.4.2
  [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 v1.3.2
  [21216c6a] Preferences v1.4.3
  [8162dcfd] PrettyPrint v0.2.0
  [08abe8d2] PrettyTables v2.4.0
  [33c8b6b6] ProgressLogging v0.1.5
  [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 v1.3.0
  [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
  [10745b16] Statistics v1.11.1
  [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 v0.1.5
  [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 v0.13.1+0
⌅ [76a88914] CUDA_Runtime_jll v0.17.1+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 v0.0.37+2
  [ad6e5548] LibTracyClient_jll v0.9.1+6
  [94ce4f54] Libiconv_jll v1.18.0+0
  [5ced341a] Lz4_jll v1.10.1+0
  [7cb0a576] MPICH_jll v4.3.1+0
  [f1f71cc9] MPItrampoline_jll v5.5.4+0
  [9237b28f] MicrosoftMPI_jll v10.1.4+3
  [e98f9f5b] NVTX_jll v3.2.1+0
  [7243133f] NetCDF_jll v401.900.300+0
  [fe0851c0] OpenMPI_jll v5.0.8+0
  [efe28fd5] OpenSpecFun_jll v0.5.6+0
⌅ [02c8fc9c] XML2_jll v2.13.6+1
  [ffd25f8a] XZ_jll v5.8.1+0
  [1e29f10c] demumble_jll v1.3.0+0
  [477f73a3] libaec_jll v1.1.3+0
  [337d8026] libzip_jll v1.11.3+0
  [0dad84c5] ArgTools v1.1.2
  [56f22d72] Artifacts v1.11.0
  [2a0f44e3] Base64 v1.11.0
  [ade2ca70] Dates v1.11.0
  [8ba89e20] Distributed v1.11.0
  [f43a241f] Downloads v1.7.0
  [7b1f6079] FileWatching v1.11.0
  [9fa8497b] Future v1.11.0
  [b77e0a4c] InteractiveUtils v1.11.0
  [ac6e5ff7] JuliaSyntaxHighlighting v1.12.0
  [4af54fe1] LazyArtifacts v1.11.0
  [b27032c2] LibCURL v0.6.4
  [76f85450] LibGit2 v1.11.0
  [8f399da3] Libdl v1.11.0
  [37e2e46d] LinearAlgebra v1.12.0
  [56ddb016] Logging v1.11.0
  [d6f4376e] Markdown v1.11.0
  [a63ad114] Mmap v1.11.0
  [ca575930] NetworkOptions v1.3.0
  [44cfe95a] Pkg v1.13.0
  [de0858da] Printf v1.11.0
  [9abbd945] Profile v1.11.0
  [9a3f8284] Random v1.11.0
  [ea8e919c] SHA v0.7.0
  [9e88b42a] Serialization v1.11.0
  [6462fe0b] Sockets v1.11.0
  [2f01184e] SparseArrays v1.12.0
  [f489334b] StyledStrings v1.11.0
  [4607b0f0] SuiteSparse
  [fa267f1f] TOML v1.0.3
  [a4e569a6] Tar v1.10.0
  [8dfed614] Test v1.11.0
  [cf7118a7] UUIDs v1.11.0
  [4ec0a83e] Unicode v1.11.0
  [e66e0078] CompilerSupportLibraries_jll v1.3.0+1
  [deac9b47] LibCURL_jll v8.14.1+1
  [e37daf67] LibGit2_jll v1.9.1+0
  [29816b5a] LibSSH2_jll v1.11.3+1
  [14a3606d] MozillaCACerts_jll v2025.5.20
  [4536629a] OpenBLAS_jll v0.3.29+0
  [05823500] OpenLibm_jll v0.8.5+0
  [458c3c95] OpenSSL_jll v3.5.0+0
  [efcefdf7] PCRE2_jll v10.45.0+0
  [bea87d4a] SuiteSparse_jll v7.10.1+0
  [83775a58] Zlib_jll v1.3.1+2
  [3161d3a3] Zstd_jll v1.5.7+1
  [8e850b90] libblastrampoline_jll v5.13.1+0
  [8e850ede] nghttp2_jll v1.65.0+0
  [3f19e933] p7zip_jll v17.5.0+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:         3888.039
[ 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:      (-0.8745767613326646, 1.5406426385811876)
[ Info: Output sum:        18177.742287352794
[ Info: Initial loss:      -0.6796002065698442
┌ Warning: This type should probably now use `Flux.@layer` instead of `@functor`: DINCAE.StepModel{DINCAE.var"#StepModel##4#StepModel##5"{Float64}, DINCAE.var"#StepModel##6#StepModel##7"{Bool, Int64, Int64}}
│   caller = ip:0x0
└ @ Core :-1
epoch:     1 loss -0.8357
epoch:     2 loss -1.2368
epoch:     3 loss -1.4439
Save output 3
 50.156077 seconds (8.20 M allocations: 692.413 MiB, 0.54% gc time, 93.75% compilation time)
490.694350 seconds (227.76 M allocations: 13.062 GiB, 3.21% gc time, 92.51% compilation time: <1% of which was recompilation)
losses[var"end"] = -1.4439090606265435
[ 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:         16410.135
[ 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:      (-1.0478332039853364, 1.7739762068354272)
[ Info: Output sum:        59967.98230528115
[ Info: Initial loss:      0.12104375273498776
epoch:     1 loss -0.1533
epoch:     2 loss 5.8491
epoch:     3 loss -1.2439
Save output 3
  2.925926 seconds (11.11 k allocations: 248.492 MiB, 0.74% gc time)
 75.069568 seconds (28.62 M allocations: 3.374 GiB, 7.31% gc time, 55.43% compilation time)
losses[var"end"] = -1.2439037615575614
[ 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:         -4434.051
[ 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:      (-0.3420975163617191, 1.3365844906051059)
[ Info: Output sum:        211195.64715324022
[ Info: Initial loss:      0.09234775794727289
epoch:     1 loss -0.0580
epoch:     2 loss 7.5374
epoch:     3 loss -1.0139
Save output 3
 27.145547 seconds (1.23 M allocations: 923.028 MiB, 1.04% gc time, 5.75% compilation time)
425.090445 seconds (92.57 M allocations: 12.334 GiB, 3.97% gc time, 44.88% compilation time)
losses[var"end"] = -1.013925186553664
[ 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:         47977.62
[ 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:      (-1.1483642555947502, 3.344794740942958)
[ Info: Output sum:        55305.53430850112
[ Info: Initial loss:      1.2665268866795645
epoch:     1 loss 1.2031
epoch:     2 loss 1.1618
epoch:     3 loss 1.1326
Save output 3
  3.102204 seconds (11.04 k allocations: 248.491 MiB, 0.18% gc time)
 40.159758 seconds (2.34 M allocations: 2.271 GiB, 13.00% gc time, 17.71% compilation time)
losses[var"end"] = 1.132632243200674
[ 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:         19505.05
[ 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:      (-0.6357785839653501, 1.8240515477010646)
[ Info: Output sum:        60424.180124509294
[ Info: Initial loss:      -0.2467339118620291
epoch:     1 loss -0.7228
epoch:     2 loss 6.2811
epoch:     3 loss -0.5586
Save output 3
  7.802755 seconds (11.47 k allocations: 472.361 MiB, 21.02% gc time)
 84.677799 seconds (5.37 M allocations: 4.525 GiB, 13.35% gc time, 15.29% compilation time)
losses[var"end"] = -0.5585576355772652
[ 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:         35958.258
[ 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:      (-6.670507761192332, 5.092353723148817)
[ Info: Output sum:        38093.877053666525
[ Info: Initial loss:      2.8793453280450167
epoch:     1 loss 1.9658
epoch:     2 loss 0.2313
epoch:     3 loss 0.3858
Save output 3
  4.057991 seconds (11.47 k allocations: 472.361 MiB, 0.39% gc time)
 71.507642 seconds (1.63 M allocations: 4.424 GiB, 12.31% gc time, 4.71% compilation time)
Test Summary:            | Pass  Total      Time
reconstruct gridded data |   11     11  25m07.3s
┌ 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)) = 103059.54548448662
size(model(xin)) = (177, 69, 2, 11)
sz = (177, 69, 60)
loss_function(model, xin, xtrue) = 0.8264653267768849
epoch:     1 loss 0.8443
epoch:     2 loss 0.2431
Save output 2
 16.523326 seconds (1.15 M allocations: 325.948 MiB, 2.76% gc time, 73.62% compilation time)
183.643185 seconds (58.32 M allocations: 4.288 GiB, 2.29% gc time, 84.62% 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)) = 103059.54548448662
size(model(xin)) = (177, 69, 2, 11)
sz = (177, 69, 60)
loss_function(model, xin, xtrue) = 4326.15773945977
epoch:     1 loss 4288.3835
epoch:     2 loss 1885.6097
Save output 2
  4.463003 seconds (24.61 k allocations: 267.091 MiB, 9.93% gc time)
 56.858180 seconds (13.46 M allocations: 2.248 GiB, 5.44% gc time, 46.21% compilation time)
Test Summary:           | Pass  Total     Time
reconstruct point cloud |   13     13  6m14.9s
 69.476825 seconds (10.80 M allocations: 599.697 MiB, 2.98% gc time, 99.92% compilation time)
Test Summary:            | Pass  Total     Time
reconstruct vector field |    1      1  1m10.7s
Test Summary: | Pass  Total  Time
utilities     |    4      4  7.5s
     Testing DINCAE tests passed 

Testing completed after 2050.59s

PkgEval succeeded after 2654.69s