quietlight/Skraak - Change FY7CEMM2ZSPOL62BX2JR3VBGUTAWEPIJ26AUT4U3GHTWWCAZZY2AC

mac work on train.jl

Created by AEj8dahVWy718uSSFPe9VSRJ5qX5G8pC2zvFzJJ8yzBd on March 3, 2024

FY7CEMM2ZSPOL62BX2JR3VBGUTAWEPIJ26AUT4U3GHTWWCAZZY2AC

Dependencies

In channels

main

Change contents

File deletion: .ignore
BF:BFD[4.1] → [2.18:49]
BF:BFD[2.49] → [2.1:1]
B:BD[2.1] → [2.2:17]
```
.git
.DS_Store
```
Replacement in src/Train.jl at line 7 [5.335620]
∅:D[3.20] → [5.335676:335751]
B:BD[5.335676] → [5.335676:335751]
```
using CUDA, DataFrames, Dates, Images, Flux, FreqTables, Glob, JLD2, Noise
```
[3.20]
[5.335751]
```
using CUDA, Dates, Images, Flux, Glob, JLD2, Noise
```

Replacement in src/Train.jl at line 52 [5.335620]

B:BD[5.336948] → [3.82:145]

    images = glob(glob_pattern) |> shuffle! |> x -> x[1:10000]

[5.336948]

[5.337010]

    images = glob(glob_pattern) |> shuffle! |> x -> x[1:640]

Replacement in src/Train.jl at line 273 [5.335620]

B:BD[6.416] → [3.239:270]

∅:D[3.270] → [6.440:481]

B:BD[6.440] → [6.440:481]

    r=MLBase.roc(actual, pred)
    return accuracy, confusion_matrix, r

[6.416]

[5.343702]

    #roc=MLBase.roc(actual, pred, 100)
    #f1=MLBase.f1score(roc)
    return accuracy, confusion_matrix #, roc, f1

Replacement in src/Train.jl at line 306 [5.335620]

B:BD[5.344368] → [3.271:330]

    @time eval, vcm, vroc = evaluate(model, test, classes)

[5.344368]

[6.532]

    @time eval, vcm = evaluate(model, test, classes)

Deletion in src/Train.jl at line 309 [5.335620]

B:BD[6.618] → [6.618:691]

    @info "warm up f1" MLBase.f1score(vroc)
    @info "warm up roc" vroc

Replacement in src/Train.jl at line 310 [5.335620]
B:BD[5.344473] → [5.344473:344485]
```
    a = 0.0
```
[5.344473]
[5.344485]
```
    a = 0
```

Replacement in src/Train.jl at line 316 [5.335620]

B:BD[5.344691] → [3.331:434]

        @time metric_train, train_confusion_matrix, train_roc = evaluate(model, train_sample, classes)

[5.344691]

[5.344774]

        @time train_accuracy, train_confusion_matrix = evaluate(model, train_sample, classes)

Replacement in src/Train.jl at line 318 [5.335620]

B:BD[5.344804] → [5.344804:344850]

        @info "train" accuracy = metric_train

[5.344804]

[5.344850]

        @info "train" accuracy = train_accuracy

Deletion in src/Train.jl at line 320 [5.335620]

B:BD[5.344895] → [6.787:878]

        @info "warm up f1" MLBase.f1score(train_roc)
        @info "warm up roc" train_roc

Replacement in src/Train.jl at line 321 [5.335620]

B:BD[5.344896] → [3.435:527]

∅:D[3.527] → [5.344969:345013]

∅:D[6.962] → [5.344969:345013]

B:BD[5.344969] → [5.344969:345013]

        @time metric_test, test_confusion_matrix, test_roc = evaluate(model, test, classes)
        @info "test" accuracy = metric_test

[5.344896]

[5.345013]

        @time test_accuracy, test_confusion_matrix = evaluate(model, test, classes)
        @info "test" accuracy = test_accuracy

Deletion in src/Train.jl at line 324 [5.335620]

B:BD[5.345056] → [6.963:1082]

        f_metric = MLBase.f1score(train_roc)
        @info "warm up f1" f_metric
        @info "warm up roc" train_roc

Replacement in src/Train.jl at line 325 [5.335620]

B:BD[5.345057] → [6.1083:1138]

        f_metric > a && begin
            a = f_metric

[5.345057]

[5.345118]

        # number kiwi guessed right, assumes kiwi=1, not=2 (alphabetical)
        test_confusion_matrix[1,1] > a && begin
            a = test_confusion_matrix[1,1]

Replacement in src/Train.jl at line 330 [5.335620]

B:BD[5.345179] → [5.345179:345268]

                    "model_$(model_name)_CPU_epoch-$epoch-$metric_test-$(today()).jld2";

[5.345179]

[5.345268]

                    "model_$(model_name)_CPU_epoch-$epoch-$test_accuracy-$(today()).jld2";

Deletion in Project.toml at line 18 [5.385246]
B:BD[5.385929] → [5.385929:385981]
```
FreqTables = "da1fdf0e-e0ff-5433-a45f-9bb5ff651cb1"
```
Replacement in Manifest.toml at line 3 [7.10259813]
B:BD[7.10259885] → [8.933:958]
```
julia_version = "1.10.0"
```
[7.10259885]
[7.10259914]
```
julia_version = "1.10.2"
```

Replacement in Manifest.toml at line 5 [7.10259813]

B:BD[7.10259938] → [6.1197:1255]

project_hash = "812b8675adee92e263362ac5fdcc45ef3e56ed90"

[7.10259938]

[8.1017]

project_hash = "36ab7335c9993de1817369b06295f91b7a9e9acf"

Deletion in Manifest.toml at line 180 [7.10259813]

B:BD[8.7304] → [8.7304:7785]


[[deps.CategoricalArrays]]
deps = ["DataAPI", "Future", "Missings", "Printf", "Requires", "Statistics", "Unicode"]
git-tree-sha1 = "1568b28f91293458345dabba6a5ea3f183250a61"
uuid = "324d7699-5711-5eae-9e2f-1d82baa6b597"
version = "0.10.8"
    [deps.CategoricalArrays.extensions]
    CategoricalArraysJSONExt = "JSON"
    CategoricalArraysRecipesBaseExt = "RecipesBase"
    CategoricalArraysSentinelArraysExt = "SentinelArrays"
    CategoricalArraysStructTypesExt = "StructTypes"

Deletion in Manifest.toml at line 181 [7.10259813]

B:BD[8.7786] → [8.7786:8048]

∅:D[8.8048] → [7.10260832:10260833]

B:BD[7.10260832] → [7.10260832:10260833]

    [deps.CategoricalArrays.weakdeps]
    JSON = "682c06a0-de6a-54ab-a142-c8b1cf79cde6"
    RecipesBase = "3cdcf5f2-1ef4-517c-9805-6587b60abb01"
    SentinelArrays = "91c51154-3ec4-41a3-a24f-3f23e20d615c"
    StructTypes = "856f2bd8-1eba-4b0a-8007-ebc267875bd4"

Deletion in Manifest.toml at line 238 [7.10259813]
B:BD[8.10179] → [8.10179:10325]
∅:D[8.10325] → [7.10261156:10261157]
B:BD[7.10261156] → [7.10261156:10261157]
```
[[deps.Combinatorics]]
git-tree-sha1 = "08c8b6831dc00bfea825826be0bc8336fc369860"
uuid = "861a8166-3701-5b0c-9a16-15d98fcdc6aa"
version = "1.0.2"
```
Replacement in Manifest.toml at line 257 [7.10259813]
B:BD[7.10261542] → [7.10261542:10261562]
```
version = "1.0.5+1"
```
[7.10261542]
[8.10616]
```
version = "1.1.0+0"
```

Deletion in Manifest.toml at line 552 [7.10259813]

B:BD[8.17296] → [8.17296:17506]

[[deps.FreqTables]]
deps = ["CategoricalArrays", "Missings", "NamedArrays", "Tables"]
git-tree-sha1 = "4693424929b4ec7ad703d68912a6ad6eff103cfe"
uuid = "da1fdf0e-e0ff-5433-a45f-9bb5ff651cb1"
version = "0.4.6"

Deletion in Manifest.toml at line 1103 [7.10259813]

B:BD[8.34481] → [8.34481:34776]


[[deps.NamedArrays]]
deps = ["Combinatorics", "DataStructures", "DelimitedFiles", "InvertedIndices", "LinearAlgebra", "Random", "Requires", "SparseArrays", "Statistics"]
git-tree-sha1 = "6d42eca6c3a27dc79172d6d947ead136d88751bb"
uuid = "86f7a689-2022-50b4-a561-43c23ac3c673"
version = "0.10.0"

Replacement in Manifest.toml at line 1150 [7.10259813]
B:BD[7.10273658] → [7.10273658:10273679]
```
version = "0.3.23+2"
```
[7.10273658]
[8.36008]
```
version = "0.3.23+4"
```
Insertion in .ignore at line 2 [2.51]
[2.57]
[2.57]
```
.github
```
Insertion in .ignore at line 4 [2.51]
[2.67]
```
._*
Manifest.toml
```
File addition: .gitignore (----------)
[4.1]
```
Manifest.toml
._*
.pijul
.ignore
```

File addition: .JuliaFormatter.toml (---x------)

[4.1]

remove_extra_newlines = true
format_docstrings = true
verbose = true
format_markdown = true

File addition: .gitignore (----------)
[9.1]
```
Manifest.toml
._*
.pijul
.ignore
```

File addition: .JuliaFormatter.toml (---x------)

[9.1]

remove_extra_newlines = true
format_docstrings = true
verbose = true
format_markdown = true

mac work on train.jl

Dependencies

In channels

Change contents

File deletion: .ignore

Replacement in src/Train.jl at line 7 [5.335620]

Replacement in src/Train.jl at line 52 [5.335620]

Replacement in src/Train.jl at line 273 [5.335620]

Replacement in src/Train.jl at line 306 [5.335620]

Deletion in src/Train.jl at line 309 [5.335620]

Replacement in src/Train.jl at line 310 [5.335620]

Replacement in src/Train.jl at line 316 [5.335620]

Replacement in src/Train.jl at line 318 [5.335620]

Deletion in src/Train.jl at line 320 [5.335620]

Replacement in src/Train.jl at line 321 [5.335620]

Deletion in src/Train.jl at line 324 [5.335620]

Replacement in src/Train.jl at line 325 [5.335620]

Replacement in src/Train.jl at line 330 [5.335620]

Deletion in Project.toml at line 18 [5.385246]

Replacement in Manifest.toml at line 3 [7.10259813]

Replacement in Manifest.toml at line 5 [7.10259813]

Deletion in Manifest.toml at line 180 [7.10259813]

Deletion in Manifest.toml at line 181 [7.10259813]

Deletion in Manifest.toml at line 238 [7.10259813]

Replacement in Manifest.toml at line 257 [7.10259813]

Deletion in Manifest.toml at line 552 [7.10259813]

Deletion in Manifest.toml at line 1103 [7.10259813]

Replacement in Manifest.toml at line 1150 [7.10259813]

Insertion in .ignore at line 2 [2.51]

Insertion in .ignore at line 4 [2.51]

File addition: .gitignore (----------)

File addition: .JuliaFormatter.toml (---x------)

File addition: .gitignore (----------)

File addition: .JuliaFormatter.toml (---x------)