catch up, changes in predict, train

quietlight

Jan 31, 2025, 12:58 AM

YA2JJBOYMPQMM7BQVYNRSISBBFFWWQGXNKXPXYOSJX6BFNNOBU3AC

Dependencies

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

Change contents

• replacement in src/Train.jl at line 34
  [3.969]→[2.2:45](∅→∅)
  − train("DFMN1-5_Pomona", 20, images, model)
  [3.969]

  [2.45]
  + 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/Train.jl at line 37
  [2.46]→[2.46:63](∅→∅)
  − [ Info: Epoch: 7
  [2.46]

  [2.63]
  + train("DFMN1-5_Pomona2", 20, images, model)

  +

  + [ Info: Epoch: 2
• replacement in src/Train.jl at line 41
  [2.79]→[2.79:103](∅→∅)
  − └ accuracy = 0.9098
  [2.79]

  [2.103]
  + └ accuracy = 0.9553
• replacement in src/Train.jl at line 45
  [2.177]→[2.177:361](∅→∅)
  − │ 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)
  [2.177]

  [2.361]
  + │ 213 5 12 1

  + │ 2 264 10 8

  + │ 12 10 1618 12

  + └ 1 7 43 534

  + 7.745943 seconds (334.33 k allocations: 6.964 GiB, 25.28% gc time)
• replacement in src/Train.jl at line 51
  [2.376]→[2.376:400](∅→∅)
  − └ accuracy = 0.9063
  [2.376]

  [2.400]
  + └ accuracy = 0.9459
• replacement in src/Train.jl at line 55
  [2.472]→[2.472:588](∅→∅)
  − │ 747 10 95 15

  − │ 15 858 65 51

  − │ 99 59 5964 173

  − └ 9 60 392 2524
  [2.472]

  [2.588]
  + │ 213 5 13 0

  + │ 4 300 11 8

  + │ 9 11 1617 20

  + └ 3 10 55 473
• edit in src/Train.jl at line 61
  [2.616]

  [3.1005]
  +
• replacement in src/Predict.jl at line 57
  [3.11857]→[3.11857:11868](∅→∅)
  − julia -t 4
  [3.11857]

  [3.11868]
  + julia +1.10 -t 4
• replacement in src/Predict.jl at line 61
  [3.11927]→[3.62951:62970](∅→∅)
  − using Skraak, Glob
  [3.11927]

  [3.62970]
  + using SkraakML, Glob
• replacement in src/Predict.jl at line 74
  [2.1248]→[2.1248:1344](∅→∅)
  − model = "/media/david/SSD2/DFMN_Pomona/model_DFMN1-5_Pomona_CPU_epoch-8-0.9078-2024-11-26.jld2"
  [2.1248]

  [3.12183]
  + model = "/media/david/SSD2/DFMN_Pomona/model_DFMN1-5_Pomona2_CPU_epoch-2-0.9459-2025-01-19.jld2"

  +