recent mods, catchup

quietlight

Jul 21, 2025, 4:06 AM

2TDE6QPPH27YUJ5X3KG7UEDDVMXEHY5UJ3AAPZO5GN43NCKXXIRQC

Dependencies

• [2] YA2JJBOY catch up, changes in predict, train
• [3] 2LYEPJIV changes that were left on linux
• [4] KUSOV4SZ mods to manifest, predict, train, on linux
• [5] FCL6FKHM initial commit after ripping ML out of Skraak, it does compile on Mac Julia 1.10

Change contents

• edit in src/Train.jl at line 36
  [2.185]

  [3.45]
  + model = "/media/david/SSD2/DFMN_Pomona/model_DFMN1-5_Pomona2_CPU_epoch-2-0.9459-2025-01-19.jld2"
• replacement in src/Train.jl at line 38
  [3.46]→[2.186:230](∅→∅)
  − train("DFMN1-5_Pomona2", 20, images, model)
  [3.46]

  [2.230]
  + train("DFMN1-5_Pomona3", 20, images, model)

  +

  + DFMN1-5_Pomona3

  + ===============

  +

  + [ Info: Starting Epoch: 11

  + 91.459815 seconds (8.30 M allocations: 56.329 GiB, 13.32% gc time)

  + 14.947891 seconds (649.29 k allocations: 13.281 GiB, 24.74% gc time)

  + [ Info: Epoch: 11

  + ┌ Info: train

  + └ accuracy = 0.9859

  + ┌ Info: train

  + │ train_confusion_matrix =

  + │ 5×5 Matrix{Int64}:

  + │ 142 0 0 7 0

  + │ 1 103 0 3 3

  + │ 0 0 14 0 0

  + │ 3 2 0 1365 25

  + └ 1 3 4 22 3550

  + 14.937682 seconds (649.89 k allocations: 13.281 GiB, 24.76% gc time)

  + ┌ Info: test

  + └ accuracy = 0.9781

  + ┌ Info: test

  + │ test_confusion_matrix =

  + │ 5×5 Matrix{Int64}:

  + │ 134 1 0 14 3

  + │ 3 90 0 5 8

  + │ 0 0 12 0 1

  + │ 5 2 0 1396 34

  + └ 2 2 3 32 3501

  + [ Info: Saved a best_model

  +

  + DFMN1-5_Pomona2

  + ===============
• replacement in src/Predict.jl at line 73
  [3.1161]→[3.1161:1248](∅→∅)
  − model = "/media/david/SSD2/DFMN_Inge/model_DFMN1-5_CPU_epoch-9-0.9737-2024-10-25.jld2"
  [3.1161]

  [2.638]
  + model = "/media/david/SSD2/Secondary_Models/DFMN_Inge/model_DFMN1-5_CPU_epoch-9-0.9737-2024-10-25.jld2"
• replacement in src/Predict.jl at line 75
  [2.735]→[2.735:736](∅→∅)
  −
  [2.735]

  [3.12183]
  + model = "/media/david/SSD2/Secondary_Models/LSK/model_GSK_LSK_DFM_FT_IngeDFMN_1-5_1-0_CPU_epoch-9-0.9745-2025-01-13.jld2"

  + model = "/media/david/SSD2/Secondary_Models/DFMN_Pomona/model_DFMN1-5_Pomona3_CPU_epoch-18-0.9785-2025-03-02.jld2"
• replacement in src/Predict.jl at line 316
  [3.19619]→[3.19619:19743](∅→∅)
  − # folders = Glob.glob('./*/2023-?????/')

  − # folders = Glob.glob('./*/*/2024-05-0?')

  − folders = Glob.glob('./*/2024-10-18/')
  [3.19619]

  [3.19743]
  + # folders = glob('./*/2023-?????/')

  + # folders = glob('./*/*/2024-05-0?')

  + # folders = glob('./*/2024-10-18/')

  + folders = glob('./*/2025-02-25/')
• replacement in src/Predict.jl at line 324
  [3.19879]→[3.19879:19935](∅→∅)
  − field_recordings = Glob.glob('./*.[W,w][A,a][V,v]')
  [3.19879]

  [3.19935]
  + field_recordings = glob('./*.[W,w][A,a][V,v]')
• replacement in src/Predict.jl at line 331
  [3.20149]→[3.20149:20233](∅→∅)
  − scores.to_csv("scores-2024-10-21.csv")

  − preds.to_csv("preds-2024-10-21.csv")
  [3.20149]

  [3.20233]
  + scores.to_csv("scores-old_opensoundscape-2025-05-18.csv")

  + preds.to_csv("preds-old_opensoundscape-2025-05-18.csv")