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z{zyMG@IwPXH1IP-NPGSRheoZg*rF*ONk39Ka zFe##Y)JahU??hGjEbmOIr1`IU-p*|ah&ygPBOUiY{(0oAnaRs49`7LgaNL#;|GeE) zXs!`CGg6GS!eY^i9mgwNnR)th=x)>U6Qg>Kd+A+$)!yB$I!@Ij7dzsfd?0B3qzV}} z`qVPv!H2`&z-p>x%l&Ol23|??aG`Hy_pTZ7`|}nxolM5FZQEt!)pdIOC01{81BDH7 z@*7wdTw}$b;S#SVTpKCFvSbU*Tw!F-CkIZwT#~^Z#V;+%;7;N 0.5f0 ? 1 : 0 function generate_midi(input_file::String; output_file::String="", - weight_file=pkgdir(PianoHands,"model","model-0.91502.jld2"),HIDDEN_SIZE=14) + weight_file=pkgdir(PianoHands,"model","model-0.92091.jld2"),HIDDEN_SIZE=14) midi_file = load(input_file) hand_classify = inferance_midi(midi_file,weight_file,HIDDEN_SIZE) diff --git a/src/training.jl b/src/training.jl index 4066b9d..5ac4593 100644 --- a/src/training.jl +++ b/src/training.jl @@ -8,7 +8,7 @@ end function train_piano(DATASET_PATH, TESTSET_PATH; BATCH_SIZE = 12, - SEQ_LENGTH = 75, + SEQ_LENGTH = 65, HIDDEN_SIZE = 14, LEARNING_RATE = 0.0005f0, MAX_EPOCH = 200, diff --git a/test/runtests.jl b/test/runtests.jl index cb680ac..83c94b3 100644 --- a/test/runtests.jl +++ b/test/runtests.jl @@ -3,12 +3,12 @@ using Test,PianoHands,MIDI,Lux,Random,Printf,LuxCUDA,Optimisers,Zygote,JLD2 @testset "pig to feature" begin # train_piano("../PianoFingeringDataset/dataset/", # "../PianoFingeringDataset/testset/"; - # SEQ_LENGTH=75, + # SEQ_LENGTH=65, # BATCH_SIZE=12, # LEARNING_RATE = 0.0005f0, # HIDDEN_SIZE = 14, # EVALUATE_PER_N_TRAIN = 50 # ) - generate_midi("./ymsn_full.mid";weight_file="../model/model-0.91502.jld2") + generate_midi("./ymsn_full.mid";weight_file="../model/model-0.92091.jld2") end \ No newline at end of file