mods to manifest, predict, train, on linux

quietlight

Nov 28, 2024, 12:15 AM

KUSOV4SZDQTEZAIBVRC25HUZX6R3JGGSCGSWVV4K7TB4N7LOGPTQC

Dependencies

[2] 2LYEPJIV changes that were left on linux
[3] FCL6FKHM initial commit after ripping ML out of Skraak, it does compile on Mac Julia 1.10

Change contents

replacement in src/Train.jl at line 34

[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

[3.1212]→[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

[3.5469]→[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

[3.6307]→[3.6307:6399](∅→∅)

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

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Flux.DataLoader(container; batchsize=batch_size, collate=true, parallel=true)
replacement in src/Train.jl at line 251

[3.6569]→[3.6569:6628](∅→∅)

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

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[3.6628]

fst = Metalhead.ResNet(18, pretrain=pretrain).layers
replacement in src/Train.jl at line 263

[3.7188]→[3.7188:7242](∅→∅)

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

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[3.7242]

f = Metalhead.ResNet(18, pretrain=false).layers
replacement in src/Train.jl at line 289

[3.7915]→[3.7915:7962](∅→∅)

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

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accuracy = round(good / count, digits=4)
replacement in src/Train.jl at line 351

[3.9967]→[3.9967:10017](∅→∅)

model_state = Flux.state(_model),

[3.9967]

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model_state=Flux.state(_model),
replacement in src/SkraakML.jl at line 3

[3.10160]→[3.10160:10192](∅→∅)

greet() = print("Hello World!")

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[3.10192]

include("Train.jl")
include("Predict.jl")
replacement in src/Predict.jl at line 72

[2.63097]→[2.63097:63175](∅→∅)

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

[2.63097]

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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

[3.18757]→[3.18757:18802](∅→∅)

signal, freq = WAV.WAV.wavread(file)

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signal, freq = WAV.wavread(file)
replacement in Project.toml at line 15

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

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[3.28057]

Images = "916415d5-f1e6-5110-898d-aaa5f9f070e0"
edit in Project.toml at line 25

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[compat]
Images = "0.25.3"
replacement in Manifest.toml at line 3

[2.73]→[2.73:98](∅→∅)

julia_version = "1.11.1"

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[2.98]

julia_version = "1.10.6"
replacement in Manifest.toml at line 5

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project_hash = "ccbb4f4abd54ae0bbdc0ab9dc7552daa68fb6bdf"

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[2.180]

project_hash = "fb2ea7cb2e8eacb3a2ce0f311bec38248363d294"
replacement in Manifest.toml at line 60

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version = "1.1.2"

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[2.2040]

version = "1.1.1"
edit in Manifest.toml at line 70

[2.2304]→[2.2304:2323](∅→∅)

version = "1.11.0"
edit in Manifest.toml at line 124

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version = "1.11.0"
replacement in Manifest.toml at line 159

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git-tree-sha1 = "ccd1e54610c222fadfd4737dac66bff786f63656"

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git-tree-sha1 = "14996d716a2eaaeccfc8d7bc854dd87fde720ac1"
replacement in Manifest.toml at line 161

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version = "0.10.3+0"

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version = "0.10.4+0"
replacement in Manifest.toml at line 171

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git-tree-sha1 = "e43727b237b2879a34391eeb81887699a26f8f2f"

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git-tree-sha1 = "17f1536c600133f7c4113bae0a2d98dbf27c7ebc"
replacement in Manifest.toml at line 173

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version = "0.15.3+0"

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version = "0.15.5+0"
replacement in Manifest.toml at line 189

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git-tree-sha1 = "be227d253d132a6d57f9ccf5f67c0fb6488afd87"

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git-tree-sha1 = "bcffdcaed50d3453673b852f3522404a94b50fad"
replacement in Manifest.toml at line 191

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version = "1.71.0"

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version = "1.72.1"
edit in Manifest.toml at line 344

[2.12468]→[2.12468:12487](∅→∅)

version = "1.11.0"
edit in Manifest.toml at line 382

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version = "1.11.0"
replacement in Manifest.toml at line 443

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git-tree-sha1 = "62ca0547a14c57e98154423419d8a342dca75ca9"

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git-tree-sha1 = "2dd20384bf8c6d411b5c7370865b1e9b26cb2ea3"
replacement in Manifest.toml at line 445

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version = "1.16.4"

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version = "1.16.6"

[deps.FileIO.extensions]
HTTPExt = "HTTP"

[deps.FileIO.weakdeps]
HTTP = "cd3eb016-35fb-5094-929b-558a96fad6f3"
edit in Manifest.toml at line 466

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version = "1.11.0"
edit in Manifest.toml at line 530

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version = "1.11.0"
edit in Manifest.toml at line 723

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version = "1.11.0"
edit in Manifest.toml at line 864

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version = "1.11.0"
replacement in Manifest.toml at line 878

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version = "8.6.0+0"

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version = "8.4.0+0"
edit in Manifest.toml at line 883

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version = "1.11.0"
replacement in Manifest.toml at line 887

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version = "1.7.2+0"

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version = "1.6.4+0"
edit in Manifest.toml at line 896

[2.32186]→[2.32186:32205](∅→∅)

version = "1.11.0"
edit in Manifest.toml at line 906

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version = "1.11.0"
edit in Manifest.toml at line 931

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version = "1.11.0"
replacement in Manifest.toml at line 946

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git-tree-sha1 = "ddeb60ee7a001d832d56063a77e38e09d155f141"

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git-tree-sha1 = "85b47bc5a8bf0c886286638585df3bec7c9f8269"
replacement in Manifest.toml at line 948

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version = "1.5.1"

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version = "1.5.3"
edit in Manifest.toml at line 954

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MLDataDevicesChainRulesExt = "ChainRules"
edit in Manifest.toml at line 972

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ChainRules = "082447d4-558c-5d27-93f4-14fc19e9eca2"
edit in Manifest.toml at line 1013

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version = "1.11.0"
replacement in Manifest.toml at line 1017

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version = "2.28.6+0"

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version = "2.28.2+1"
edit in Manifest.toml at line 1049

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version = "1.11.0"
replacement in Manifest.toml at line 1058

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version = "2023.12.12"

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version = "2023.1.10"
replacement in Manifest.toml at line 1062

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git-tree-sha1 = "da09a1e112fd75f9af2a5229323f01b56ec96a4c"

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git-tree-sha1 = "b0d3a3073b08693a46f415936520be9be10ce842"
replacement in Manifest.toml at line 1064

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version = "0.9.24"

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version = "0.9.25"
replacement in Manifest.toml at line 1084

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git-tree-sha1 = "53046f0483375e3ed78e49190f1154fa0a4083a1"

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git-tree-sha1 = "6a6f8bfaa91bb2e40ff562ab9f30dc827741daef"
replacement in Manifest.toml at line 1086

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version = "0.3.4"

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version = "0.3.5"
replacement in Manifest.toml at line 1108

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git-tree-sha1 = "3cebfc94a0754cc329ebc3bab1e6c89621e791ad"

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git-tree-sha1 = "8a3271d8309285f4db73b4f662b1b290c715e85e"
replacement in Manifest.toml at line 1110

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version = "0.4.20"

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version = "0.4.21"
replacement in Manifest.toml at line 1145

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git-tree-sha1 = "963a3f28a2e65bb87a68033ea4a616002406037d"

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git-tree-sha1 = "c8c7f6bfabe581dc40b580313a75f1ecce087e27"
replacement in Manifest.toml at line 1147

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version = "0.2.5"

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version = "0.2.6"
replacement in Manifest.toml at line 1152

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version = "0.3.27+1"

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version = "0.3.23+4"
replacement in Manifest.toml at line 1231

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

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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

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version = "1.11.0"
weakdeps = ["REPL"]

[deps.Pkg.extensions]
REPLExt = "REPL"

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version = "1.10.0"
replacement in Manifest.toml at line 1248

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

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deps = ["LinearAlgebra", "OrderedCollections", "RecipesBase", "Requires", "Setfield", "SparseArrays"]
git-tree-sha1 = "adc25dbd4d13f148f3256b6d4743fe7e63a71c4a"
replacement in Manifest.toml at line 1251

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version = "4.0.11"

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version = "4.0.12"
edit in Manifest.toml at line 1297

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version = "1.11.0"
replacement in Manifest.toml at line 1335

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

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deps = ["InteractiveUtils", "Markdown", "Sockets", "Unicode"]
edit in Manifest.toml at line 1337

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version = "1.11.0"
edit in Manifest.toml at line 1341

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version = "1.11.0"
replacement in Manifest.toml at line 1420

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git-tree-sha1 = "98ca7c29edd6fc79cd74c61accb7010a4e7aee33"

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git-tree-sha1 = "52af86e35dd1b177d051b12681e1c581f53c281b"
replacement in Manifest.toml at line 1422

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version = "3.6.0"

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version = "3.7.0"
edit in Manifest.toml at line 1438

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version = "1.11.0"
edit in Manifest.toml at line 1448

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version = "1.11.0"
edit in Manifest.toml at line 1474

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version = "1.11.0"
replacement in Manifest.toml at line 1484

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version = "1.11.0"

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version = "1.10.0"
replacement in Manifest.toml at line 1531

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

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deps = ["LinearAlgebra", "SparseArrays"]
replacement in Manifest.toml at line 1533

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version = "1.11.1"
weakdeps = ["SparseArrays"]

[deps.Statistics.extensions]
SparseArraysExt = ["SparseArrays"]

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version = "1.10.0"
edit in Manifest.toml at line 1565

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[[deps.StyledStrings]]
uuid = "f489334b-da3d-4c2e-b8f0-e476e12c162b"
version = "1.11.0"
replacement in Manifest.toml at line 1573

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version = "7.7.0+0"

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version = "7.2.1+1"
edit in Manifest.toml at line 1606

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version = "1.11.0"
edit in Manifest.toml at line 1661

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version = "1.11.0"
edit in Manifest.toml at line 1669

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version = "1.11.0"
replacement in Manifest.toml at line 1780

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version = "1.59.0+0"

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version = "1.52.0+1"