quietlight/SkraakML - Change KUSOV4SZDQTEZAIBVRC25HUZX6R3JGGSCGSWVV4K7TB4N7LOGPTQC

mods to manifest, predict, train, on linux

Created by quietlight on November 27, 2024

KUSOV4SZDQTEZAIBVRC25HUZX6R3JGGSCGSWVV4K7TB4N7LOGPTQC

Dependencies

In channels

main

Change contents

Replacement in src/Train.jl at line 34 [3.18]

B:BD[3.969] → [3.969:1005]

train("DFMN1-5", 20, images, model)

[3.969]

[3.1005]

train("DFMN1-5_Pomona", 20, images, model)
[ Info: Epoch: 7
┌ Info: train
└   accuracy = 0.9098
┌ Info: train
│   train_confusion_matrix =
│    4×4 Matrix{Int64}:
│     779   18    86    17
│      21  852    68    39
│      94   76  6086   144
└      11   69   362  2414
 28.936706 seconds (1.38 M allocations: 28.181 GiB, 14.27% gc time)
┌ Info: test
└   accuracy = 0.9063
┌ Info: test
│   test_confusion_matrix =
│    4×4 Matrix{Int64}:
│     747   10    95    15
│      15  858    65    51
│      99   59  5964   173
└       9   60   392  2524
[ Info: Saved a best_model

Replacement in src/Train.jl at line 67 [3.18]

B:BD[3.1212] → [3.1212:1305]

    pretrain::Model = true,
    train_test_split::Float64 = 0.8,
    batch_size::Int64 = 64,

[3.1212]

[3.1305]

    pretrain::Model=true,
    train_test_split::Float64=0.8,
    batch_size::Int64=64,

Replacement in src/Train.jl at line 212 [3.18]

B:BD[3.5469] → [3.5469:5541]

    max_number::Int = 3,
    min_size::Int = 3,
    max_size::Int = 22,

[3.5469]

[3.5541]

    max_number::Int=3,
    min_size::Int=3,
    max_size::Int=22,

Replacement in src/Train.jl at line 244 [3.18]

B:BD[3.6307] → [3.6307:6399]

        Flux.DataLoader(container; batchsize = batch_size, collate = true, parallel = true)

[3.6307]

[3.6399]

        Flux.DataLoader(container; batchsize=batch_size, collate=true, parallel=true)

Replacement in src/Train.jl at line 251 [3.18]

B:BD[3.6569] → [3.6569:6628]

    fst = Metalhead.ResNet(18, pretrain = pretrain).layers

[3.6569]

[3.6628]

    fst = Metalhead.ResNet(18, pretrain=pretrain).layers

Replacement in src/Train.jl at line 263 [3.18]

B:BD[3.7188] → [3.7188:7242]

    f = Metalhead.ResNet(18, pretrain = false).layers

[3.7188]

[3.7242]

    f = Metalhead.ResNet(18, pretrain=false).layers

Replacement in src/Train.jl at line 289 [3.18]

B:BD[3.7915] → [3.7915:7962]

    accuracy = round(good / count, digits = 4)

[3.7915]

[3.7962]

    accuracy = round(good / count, digits=4)

Replacement in src/Train.jl at line 351 [3.18]

B:BD[3.9967] → [3.9967:10017]

                model_state = Flux.state(_model),

[3.9967]

[3.10017]

                model_state=Flux.state(_model),

Replacement in src/SkraakML.jl at line 3 [3.10142]
B:BD[3.10160] → [3.10160:10192]
```
greet() = print("Hello World!")
```
[3.10160]
[3.10192]
```
include("Train.jl")
include("Predict.jl")
```

Replacement in src/Predict.jl at line 72 [3.10253]

B:BD[2.63097] → [2.63097:63175]

model = "/media/david/SSD2/model_DFMN1-5_CPU_epoch-9-0.9737-2024-10-25.jld2"

[2.63097]

[3.12183]

glob_pattern = "Pomona-*/Pomona/Clips_2024-11-27/"
model = "/media/david/SSD2/DFMN_Inge/model_DFMN1-5_CPU_epoch-9-0.9737-2024-10-25.jld2"
model = "/media/david/SSD2/DFMN_Pomona/model_DFMN1-5_Pomona_CPU_epoch-8-0.9078-2024-11-26.jld2"

Replacement in src/Predict.jl at line 284 [3.10253]
B:BD[3.18757] → [3.18757:18802]
```
        signal, freq = WAV.WAV.wavread(file)
```
[3.18757]
[3.18802]
```
        signal, freq = WAV.wavread(file)
```

Replacement in Project.toml at line 15 [3.27486]

B:BD[3.27995] → [3.27995:28057]

ImageTransformations = "02fcd773-0e25-5acc-982a-7f6622650795"

[3.27995]

[3.28057]

Images = "916415d5-f1e6-5110-898d-aaa5f9f070e0"

Insertion in Project.toml at line 25 [3.27486]
[3.28501]
```
[compat]
Images = "0.25.3"
```
Replacement in Manifest.toml at line 3 [2.1]
B:BD[2.73] → [2.73:98]
```
julia_version = "1.11.1"
```
[2.73]
[2.98]
```
julia_version = "1.10.6"
```

Replacement in Manifest.toml at line 5 [2.1]

B:BD[2.122] → [2.122:180]

project_hash = "ccbb4f4abd54ae0bbdc0ab9dc7552daa68fb6bdf"

[2.122]

[2.180]

project_hash = "fb2ea7cb2e8eacb3a2ce0f311bec38248363d294"

Replacement in Manifest.toml at line 60 [2.1]
B:BD[2.2022] → [2.2022:2040]
```
version = "1.1.2"
```
[2.2022]
[2.2040]
```
version = "1.1.1"
```
Deletion in Manifest.toml at line 70 [2.1]
B:BD[2.2304] → [2.2304:2323]
```
version = "1.11.0"
```
Deletion in Manifest.toml at line 124 [2.1]
B:BD[2.4197] → [2.4197:4216]
```
version = "1.11.0"
```

Replacement in Manifest.toml at line 159 [2.1]

B:BD[2.5857] → [2.5857:5916]

git-tree-sha1 = "ccd1e54610c222fadfd4737dac66bff786f63656"

[2.5857]

[2.5916]

git-tree-sha1 = "14996d716a2eaaeccfc8d7bc854dd87fde720ac1"

Replacement in Manifest.toml at line 161 [2.1]
B:BD[2.5962] → [2.5962:5983]
```
version = "0.10.3+0"
```
[2.5962]
[2.5983]
```
version = "0.10.4+0"
```

Replacement in Manifest.toml at line 171 [2.1]

B:BD[2.6272] → [2.6272:6331]

git-tree-sha1 = "e43727b237b2879a34391eeb81887699a26f8f2f"

[2.6272]

[2.6331]

git-tree-sha1 = "17f1536c600133f7c4113bae0a2d98dbf27c7ebc"

Replacement in Manifest.toml at line 173 [2.1]
B:BD[2.6377] → [2.6377:6398]
```
version = "0.15.3+0"
```
[2.6377]
[2.6398]
```
version = "0.15.5+0"
```

Replacement in Manifest.toml at line 189 [2.1]

B:BD[2.7064] → [2.7064:7123]

git-tree-sha1 = "be227d253d132a6d57f9ccf5f67c0fb6488afd87"

[2.7064]

[2.7123]

git-tree-sha1 = "bcffdcaed50d3453673b852f3522404a94b50fad"

Replacement in Manifest.toml at line 191 [2.1]
B:BD[2.7169] → [2.7169:7188]
```
version = "1.71.0"
```
[2.7169]
[2.7188]
```
version = "1.72.1"
```
Deletion in Manifest.toml at line 344 [2.1]
B:BD[2.12468] → [2.12468:12487]
```
version = "1.11.0"
```
Deletion in Manifest.toml at line 382 [2.1]
B:BD[2.13694] → [2.13694:13713]
```
version = "1.11.0"
```

Replacement in Manifest.toml at line 443 [2.1]

B:BD[2.15682] → [2.15682:15741]

git-tree-sha1 = "62ca0547a14c57e98154423419d8a342dca75ca9"

[2.15682]

[2.15741]

git-tree-sha1 = "2dd20384bf8c6d411b5c7370865b1e9b26cb2ea3"

Replacement in Manifest.toml at line 445 [2.1]

B:BD[2.15787] → [2.15787:15806]

version = "1.16.4"

[2.15787]

[2.15806]

version = "1.16.6"
    [deps.FileIO.extensions]
    HTTPExt = "HTTP"
    [deps.FileIO.weakdeps]
    HTTP = "cd3eb016-35fb-5094-929b-558a96fad6f3"

Deletion in Manifest.toml at line 466 [2.1]
B:BD[2.16183] → [2.16183:16202]
```
version = "1.11.0"
```
Deletion in Manifest.toml at line 530 [2.1]
B:BD[2.18544] → [2.18544:18563]
```
version = "1.11.0"
```
Deletion in Manifest.toml at line 723 [2.1]
B:BD[2.26428] → [2.26428:26447]
```
version = "1.11.0"
```
Deletion in Manifest.toml at line 864 [2.1]
B:BD[2.31225] → [2.31225:31244]
```
version = "1.11.0"
```
Replacement in Manifest.toml at line 878 [2.1]
B:BD[2.31671] → [2.31671:31691]
```
version = "8.6.0+0"
```
[2.31671]
[2.31691]
```
version = "8.4.0+0"
```
Deletion in Manifest.toml at line 883 [2.1]
B:BD[2.31823] → [2.31823:31842]
```
version = "1.11.0"
```
Replacement in Manifest.toml at line 887 [2.1]
B:BD[2.31970] → [2.31970:31990]
```
version = "1.7.2+0"
```
[2.31970]
[2.31990]
```
version = "1.6.4+0"
```
Deletion in Manifest.toml at line 896 [2.1]
B:BD[2.32186] → [2.32186:32205]
```
version = "1.11.0"
```
Deletion in Manifest.toml at line 906 [2.1]
B:BD[2.32588] → [2.32588:32607]
```
version = "1.11.0"
```
Deletion in Manifest.toml at line 931 [2.1]
B:BD[2.33561] → [2.33561:33580]
```
version = "1.11.0"
```

Replacement in Manifest.toml at line 946 [2.1]

B:BD[2.34105] → [2.34105:34164]

git-tree-sha1 = "ddeb60ee7a001d832d56063a77e38e09d155f141"

[2.34105]

[2.34164]

git-tree-sha1 = "85b47bc5a8bf0c886286638585df3bec7c9f8269"

Replacement in Manifest.toml at line 948 [2.1]
B:BD[2.34210] → [2.34210:34228]
```
version = "1.5.1"
```
[2.34210]
[2.34228]
```
version = "1.5.3"
```
Insertion in Manifest.toml at line 954 [2.1]
[2.34391]
[2.34391]
```
    MLDataDevicesChainRulesExt = "ChainRules"
```

Insertion in Manifest.toml at line 972 [2.1]

[2.35140]

    ChainRules = "082447d4-558c-5d27-93f4-14fc19e9eca2"

Deletion in Manifest.toml at line 1013 [2.1]
B:BD[2.36777] → [2.36777:36796]
```
version = "1.11.0"
```
Replacement in Manifest.toml at line 1017 [2.1]
B:BD[2.36894] → [2.36894:36915]
```
version = "2.28.6+0"
```
[2.36894]
[2.36915]
```
version = "2.28.2+1"
```
Deletion in Manifest.toml at line 1049 [2.1]
B:BD[2.37899] → [2.37899:37918]
```
version = "1.11.0"
```
Replacement in Manifest.toml at line 1058 [2.1]
B:BD[2.38207] → [2.38207:38230]
```
version = "2023.12.12"
```
[2.38207]
[2.38230]
```
version = "2023.1.10"
```

Replacement in Manifest.toml at line 1062 [2.1]

B:BD[2.38371] → [2.38371:38430]

git-tree-sha1 = "da09a1e112fd75f9af2a5229323f01b56ec96a4c"

[2.38371]

[2.38430]

git-tree-sha1 = "b0d3a3073b08693a46f415936520be9be10ce842"

Replacement in Manifest.toml at line 1064 [2.1]
B:BD[2.38476] → [2.38476:38495]
```
version = "0.9.24"
```
[2.38476]
[2.38495]
```
version = "0.9.25"
```

Replacement in Manifest.toml at line 1084 [2.1]

B:BD[2.39149] → [2.39149:39208]

git-tree-sha1 = "53046f0483375e3ed78e49190f1154fa0a4083a1"

[2.39149]

[2.39208]

git-tree-sha1 = "6a6f8bfaa91bb2e40ff562ab9f30dc827741daef"

Replacement in Manifest.toml at line 1086 [2.1]
B:BD[2.39254] → [2.39254:39272]
```
version = "0.3.4"
```
[2.39254]
[2.39272]
```
version = "0.3.5"
```

Replacement in Manifest.toml at line 1108 [2.1]

B:BD[2.39868] → [2.39868:39927]

git-tree-sha1 = "3cebfc94a0754cc329ebc3bab1e6c89621e791ad"

[2.39868]

[2.39927]

git-tree-sha1 = "8a3271d8309285f4db73b4f662b1b290c715e85e"

Replacement in Manifest.toml at line 1110 [2.1]
B:BD[2.39973] → [2.39973:39992]
```
version = "0.4.20"
```
[2.39973]
[2.39992]
```
version = "0.4.21"
```

Replacement in Manifest.toml at line 1145 [2.1]

B:BD[2.41001] → [2.41001:41060]

git-tree-sha1 = "963a3f28a2e65bb87a68033ea4a616002406037d"

[2.41001]

[2.41060]

git-tree-sha1 = "c8c7f6bfabe581dc40b580313a75f1ecce087e27"

Replacement in Manifest.toml at line 1147 [2.1]
B:BD[2.41106] → [2.41106:41124]
```
version = "0.2.5"
```
[2.41106]
[2.41124]
```
version = "0.2.6"
```
Replacement in Manifest.toml at line 1152 [2.1]
B:BD[2.41255] → [2.41255:41276]
```
version = "0.3.27+1"
```
[2.41255]
[2.41276]
```
version = "0.3.23+4"
```

Replacement in Manifest.toml at line 1231 [2.1]

B:BD[2.43861] → [2.43861:44027]

deps = ["Artifacts", "Dates", "Downloads", "FileWatching", "LibGit2", "Libdl", "Logging", "Markdown", "Printf", "Random", "SHA", "TOML", "Tar", "UUIDs", "p7zip_jll"]

[2.43861]

[2.44027]

deps = ["Artifacts", "Dates", "Downloads", "FileWatching", "LibGit2", "Libdl", "Logging", "Markdown", "Printf", "REPL", "Random", "SHA", "Serialization", "TOML", "Tar", "UUIDs", "p7zip_jll"]

Replacement in Manifest.toml at line 1233 [2.1]

B:BD[2.44073] → [2.44073:44160]

version = "1.11.0"
weakdeps = ["REPL"]
    [deps.Pkg.extensions]
    REPLExt = "REPL"

[2.44073]

[2.44160]

version = "1.10.0"

Replacement in Manifest.toml at line 1248 [2.1]

B:BD[2.44506] → [2.44506:44645]

deps = ["LinearAlgebra", "RecipesBase", "Requires", "Setfield", "SparseArrays"]
git-tree-sha1 = "1a9cfb2dc2c2f1bd63f1906d72af39a79b49b736"

[2.44506]

[2.44645]

deps = ["LinearAlgebra", "OrderedCollections", "RecipesBase", "Requires", "Setfield", "SparseArrays"]
git-tree-sha1 = "adc25dbd4d13f148f3256b6d4743fe7e63a71c4a"

Replacement in Manifest.toml at line 1251 [2.1]
B:BD[2.44691] → [2.44691:44710]
```
version = "4.0.11"
```
[2.44691]
[2.44710]
```
version = "4.0.12"
```
Deletion in Manifest.toml at line 1297 [2.1]
B:BD[2.46194] → [2.46194:46213]
```
version = "1.11.0"
```

Replacement in Manifest.toml at line 1335 [2.1]

B:BD[2.47438] → [2.47438:47517]

deps = ["InteractiveUtils", "Markdown", "Sockets", "StyledStrings", "Unicode"]

[2.47438]

[2.47517]

deps = ["InteractiveUtils", "Markdown", "Sockets", "Unicode"]

Deletion in Manifest.toml at line 1337 [2.1]
B:BD[2.47563] → [2.47563:47582]
```
version = "1.11.0"
```
Deletion in Manifest.toml at line 1341 [2.1]
B:BD[2.47660] → [2.47660:47679]
```
version = "1.11.0"
```

Replacement in Manifest.toml at line 1420 [2.1]

B:BD[2.49879] → [2.49879:49938]

git-tree-sha1 = "98ca7c29edd6fc79cd74c61accb7010a4e7aee33"

[2.49879]

[2.49938]

git-tree-sha1 = "52af86e35dd1b177d051b12681e1c581f53c281b"

Replacement in Manifest.toml at line 1422 [2.1]
B:BD[2.49984] → [2.49984:50002]
```
version = "3.6.0"
```
[2.49984]
[2.50002]
```
version = "3.7.0"
```
Deletion in Manifest.toml at line 1438 [2.1]
B:BD[2.50405] → [2.50405:50424]
```
version = "1.11.0"
```
Deletion in Manifest.toml at line 1448 [2.1]
B:BD[2.50765] → [2.50765:50784]
```
version = "1.11.0"
```
Deletion in Manifest.toml at line 1474 [2.1]
B:BD[2.51633] → [2.51633:51652]
```
version = "1.11.0"
```
Replacement in Manifest.toml at line 1484 [2.1]
B:BD[2.51978] → [2.51978:51997]
```
version = "1.11.0"
```
[2.51978]
[2.51997]
```
version = "1.10.0"
```

Replacement in Manifest.toml at line 1531 [2.1]

B:BD[2.53483] → [2.53483:53567]

deps = ["LinearAlgebra"]
git-tree-sha1 = "ae3bb1eb3bba077cd276bc5cfc337cc65c3075c0"

[2.53483]

[2.53567]

deps = ["LinearAlgebra", "SparseArrays"]

Replacement in Manifest.toml at line 1533 [2.1]

B:BD[2.53613] → [2.53613:53733]

version = "1.11.1"
weakdeps = ["SparseArrays"]
    [deps.Statistics.extensions]
    SparseArraysExt = ["SparseArrays"]

[2.53613]

[2.53733]

version = "1.10.0"

Deletion in Manifest.toml at line 1565 [2.1]

B:BD[2.54877] → [2.54877:54966]


[[deps.StyledStrings]]
uuid = "f489334b-da3d-4c2e-b8f0-e476e12c162b"
version = "1.11.0"

Replacement in Manifest.toml at line 1573 [2.1]
B:BD[2.55228] → [2.55228:55248]
```
version = "7.7.0+0"
```
[2.55228]
[2.55248]
```
version = "7.2.1+1"
```
Deletion in Manifest.toml at line 1606 [2.1]
B:BD[2.56181] → [2.56181:56200]
```
version = "1.11.0"
```
Deletion in Manifest.toml at line 1661 [2.1]
B:BD[2.58488] → [2.58488:58507]
```
version = "1.11.0"
```
Deletion in Manifest.toml at line 1669 [2.1]
B:BD[2.58711] → [2.58711:58730]
```
version = "1.11.0"
```
Replacement in Manifest.toml at line 1780 [2.1]
B:BD[2.62453] → [2.62453:62474]
```
version = "1.59.0+0"
```
[2.62453]
[2.62474]
```
version = "1.52.0+1"
```

mods to manifest, predict, train, on linux

Dependencies

In channels

Change contents

Replacement in src/Train.jl at line 34 [3.18]

Replacement in src/Train.jl at line 67 [3.18]

Replacement in src/Train.jl at line 212 [3.18]

Replacement in src/Train.jl at line 244 [3.18]

Replacement in src/Train.jl at line 251 [3.18]

Replacement in src/Train.jl at line 263 [3.18]

Replacement in src/Train.jl at line 289 [3.18]

Replacement in src/Train.jl at line 351 [3.18]

Replacement in src/SkraakML.jl at line 3 [3.10142]

Replacement in src/Predict.jl at line 72 [3.10253]

Replacement in src/Predict.jl at line 284 [3.10253]

Replacement in Project.toml at line 15 [3.27486]

Insertion in Project.toml at line 25 [3.27486]

Replacement in Manifest.toml at line 3 [2.1]

Replacement in Manifest.toml at line 5 [2.1]

Replacement in Manifest.toml at line 60 [2.1]

Deletion in Manifest.toml at line 70 [2.1]

Deletion in Manifest.toml at line 124 [2.1]

Replacement in Manifest.toml at line 159 [2.1]

Replacement in Manifest.toml at line 161 [2.1]

Replacement in Manifest.toml at line 171 [2.1]

Replacement in Manifest.toml at line 173 [2.1]

Replacement in Manifest.toml at line 189 [2.1]

Replacement in Manifest.toml at line 191 [2.1]

Deletion in Manifest.toml at line 344 [2.1]

Deletion in Manifest.toml at line 382 [2.1]

Replacement in Manifest.toml at line 443 [2.1]

Replacement in Manifest.toml at line 445 [2.1]

Deletion in Manifest.toml at line 466 [2.1]

Deletion in Manifest.toml at line 530 [2.1]

Deletion in Manifest.toml at line 723 [2.1]

Deletion in Manifest.toml at line 864 [2.1]

Replacement in Manifest.toml at line 878 [2.1]

Deletion in Manifest.toml at line 883 [2.1]

Replacement in Manifest.toml at line 887 [2.1]

Deletion in Manifest.toml at line 896 [2.1]

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Insertion in Manifest.toml at line 972 [2.1]

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Deletion in Manifest.toml at line 1669 [2.1]