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conda activate dcase2020_task2

# batch sizes [4096, 8192]
# weight decay [ 0 ]
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./scripts/run_all.sh classification_experiment 0 "debug=False num_hidden=3 hidden_size=128 batch_size=4096 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 1 "debug=False num_hidden=3 hidden_size=128 batch_size=4096 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 2 "debug=False num_hidden=3 hidden_size=128 batch_size=8192 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 3 "debug=False num_hidden=3 hidden_size=128 batch_size=8192 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
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./scripts/run_all.sh classification_experiment 0 "debug=False num_hidden=3 hidden_size=256 batch_size=4096 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 1 "debug=False num_hidden=3 hidden_size=256 batch_size=4096 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 2 "debug=False num_hidden=3 hidden_size=256 batch_size=8192 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 3 "debug=False num_hidden=3 hidden_size=256 batch_size=8192 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
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./scripts/run_all.sh classification_experiment 0 "debug=False num_hidden=3 hidden_size=512 batch_size=4096 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 1 "debug=False num_hidden=3 hidden_size=512 batch_size=4096 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 2 "debug=False num_hidden=3 hidden_size=512 batch_size=8192 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 3 "debug=False num_hidden=3 hidden_size=512 batch_size=8192 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
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./scripts/run_all.sh classification_experiment 0 "debug=False num_hidden=4 hidden_size=128 batch_size=4096 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 1 "debug=False num_hidden=4 hidden_size=128 batch_size=4096 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 2 "debug=False num_hidden=4 hidden_size=128 batch_size=8192 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 3 "debug=False num_hidden=4 hidden_size=128 batch_size=8192 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
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./scripts/run_all.sh classification_experiment 0 "debug=False num_hidden=4 hidden_size=256 batch_size=4096 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 1 "debug=False num_hidden=4 hidden_size=256 batch_size=4096 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 2 "debug=False num_hidden=4 hidden_size=256 batch_size=8192 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 3 "debug=False num_hidden=4 hidden_size=256 batch_size=8192 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
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./scripts/run_all.sh classification_experiment 0 "debug=False num_hidden=4 hidden_size=512 batch_size=4096 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 1 "debug=False num_hidden=4 hidden_size=512 batch_size=4096 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 2 "debug=False num_hidden=4 hidden_size=512 batch_size=8192 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 3 "debug=False num_hidden=4 hidden_size=512 batch_size=8192 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
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wait

# weight decay [1e-5]
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./scripts/run_all.sh classification_experiment 0 "debug=False num_hidden=3 hidden_size=128 batch_size=4096 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 1 "debug=False num_hidden=3 hidden_size=128 batch_size=4096 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 2 "debug=False num_hidden=3 hidden_size=128 batch_size=8192 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 3 "debug=False num_hidden=3 hidden_size=128 batch_size=8192 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
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./scripts/run_all.sh classification_experiment 0 "debug=False num_hidden=3 hidden_size=256 batch_size=4096 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 1 "debug=False num_hidden=3 hidden_size=256 batch_size=4096 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 2 "debug=False num_hidden=3 hidden_size=256 batch_size=8192 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 3 "debug=False num_hidden=3 hidden_size=256 batch_size=8192 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
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./scripts/run_all.sh classification_experiment 0 "debug=False num_hidden=3 hidden_size=512 batch_size=4096 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 1 "debug=False num_hidden=3 hidden_size=512 batch_size=4096 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 2 "debug=False num_hidden=3 hidden_size=512 batch_size=8192 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 3 "debug=False num_hidden=3 hidden_size=512 batch_size=8192 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
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./scripts/run_all.sh classification_experiment 0 "debug=False num_hidden=4 hidden_size=128 batch_size=4096 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 1 "debug=False num_hidden=4 hidden_size=128 batch_size=4096 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 2 "debug=False num_hidden=4 hidden_size=128 batch_size=8192 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 3 "debug=False num_hidden=4 hidden_size=128 batch_size=8192 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
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./scripts/run_all.sh classification_experiment 0 "debug=False num_hidden=4 hidden_size=256 batch_size=4096 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 1 "debug=False num_hidden=4 hidden_size=256 batch_size=4096 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 2 "debug=False num_hidden=4 hidden_size=256 batch_size=8192 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 3 "debug=False num_hidden=4 hidden_size=256 batch_size=8192 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
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./scripts/run_all.sh classification_experiment 0 "debug=False num_hidden=4 hidden_size=512 batch_size=4096 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 1 "debug=False num_hidden=4 hidden_size=512 batch_size=4096 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 2 "debug=False num_hidden=4 hidden_size=512 batch_size=8192 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 3 "debug=False num_hidden=4 hidden_size=512 batch_size=8192 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
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wait

# batch sizes [1024, 2048]
# weight decay [ 0 ]
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./scripts/run_all.sh classification_experiment 0 "debug=False num_hidden=3 hidden_size=128 batch_size=1024 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 1 "debug=False num_hidden=3 hidden_size=128 batch_size=1024 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 2 "debug=False num_hidden=3 hidden_size=128 batch_size=2048 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 3 "debug=False num_hidden=3 hidden_size=128 batch_size=2048 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
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./scripts/run_all.sh classification_experiment 0 "debug=False num_hidden=3 hidden_size=256 batch_size=1024 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 1 "debug=False num_hidden=3 hidden_size=256 batch_size=1024 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 2 "debug=False num_hidden=3 hidden_size=256 batch_size=2048 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 3 "debug=False num_hidden=3 hidden_size=256 batch_size=2048 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
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./scripts/run_all.sh classification_experiment 0 "debug=False num_hidden=3 hidden_size=512 batch_size=1024 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 1 "debug=False num_hidden=3 hidden_size=512 batch_size=1024 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 2 "debug=False num_hidden=3 hidden_size=512 batch_size=2048 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 3 "debug=False num_hidden=3 hidden_size=512 batch_size=2048 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
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./scripts/run_all.sh classification_experiment 0 "debug=False num_hidden=4 hidden_size=128 batch_size=1024 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 1 "debug=False num_hidden=4 hidden_size=128 batch_size=1024 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 2 "debug=False num_hidden=4 hidden_size=128 batch_size=2048 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 3 "debug=False num_hidden=4 hidden_size=128 batch_size=2048 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
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./scripts/run_all.sh classification_experiment 0 "debug=False num_hidden=4 hidden_size=256 batch_size=1024 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 1 "debug=False num_hidden=4 hidden_size=256 batch_size=1024 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 2 "debug=False num_hidden=4 hidden_size=256 batch_size=2048 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 3 "debug=False num_hidden=4 hidden_size=256 batch_size=2048 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
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./scripts/run_all.sh classification_experiment 0 "debug=False num_hidden=4 hidden_size=512 batch_size=1024 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 1 "debug=False num_hidden=4 hidden_size=512 batch_size=1024 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 2 "debug=False num_hidden=4 hidden_size=512 batch_size=2048 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 3 "debug=False num_hidden=4 hidden_size=512 batch_size=2048 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
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# weight decay [1e-5]
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./scripts/run_all.sh classification_experiment 0 "debug=False num_hidden=3 hidden_size=128 batch_size=1024 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 1 "debug=False num_hidden=3 hidden_size=128 batch_size=1024 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 2 "debug=False num_hidden=3 hidden_size=128 batch_size=2048 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 3 "debug=False num_hidden=3 hidden_size=128 batch_size=2048 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
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./scripts/run_all.sh classification_experiment 0 "debug=False num_hidden=3 hidden_size=256 batch_size=1024 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 1 "debug=False num_hidden=3 hidden_size=256 batch_size=1024 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 2 "debug=False num_hidden=3 hidden_size=256 batch_size=2048 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 3 "debug=False num_hidden=3 hidden_size=256 batch_size=2048 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
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./scripts/run_all.sh classification_experiment 0 "debug=False num_hidden=3 hidden_size=512 batch_size=1024 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 1 "debug=False num_hidden=3 hidden_size=512 batch_size=1024 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 2 "debug=False num_hidden=3 hidden_size=512 batch_size=2048 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 3 "debug=False num_hidden=3 hidden_size=512 batch_size=2048 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
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./scripts/run_all.sh classification_experiment 0 "debug=False num_hidden=4 hidden_size=128 batch_size=1024 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 1 "debug=False num_hidden=4 hidden_size=128 batch_size=1024 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 2 "debug=False num_hidden=4 hidden_size=128 batch_size=2048 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 3 "debug=False num_hidden=4 hidden_size=128 batch_size=2048 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
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./scripts/run_all.sh classification_experiment 0 "debug=False num_hidden=4 hidden_size=256 batch_size=1024 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 1 "debug=False num_hidden=4 hidden_size=256 batch_size=1024 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 2 "debug=False num_hidden=4 hidden_size=256 batch_size=2048 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 3 "debug=False num_hidden=4 hidden_size=256 batch_size=2048 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
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./scripts/run_all.sh classification_experiment 0 "debug=False num_hidden=4 hidden_size=512 batch_size=1024 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 1 "debug=False num_hidden=4 hidden_size=512 batch_size=1024 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 2 "debug=False num_hidden=4 hidden_size=512 batch_size=2048 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 3 "debug=False num_hidden=4 hidden_size=512 batch_size=2048 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
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# learning rate


# batch sizes [4096, 8192]
# weight decay [ 0 ]
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./scripts/run_all.sh classification_experiment 0 "debug=False learning_rate=1e-3 num_hidden=3 hidden_size=128 batch_size=4096 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 1 "debug=False learning_rate=1e-3 num_hidden=3 hidden_size=128 batch_size=4096 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 2 "debug=False learning_rate=1e-3 num_hidden=3 hidden_size=128 batch_size=8192 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 3 "debug=False learning_rate=1e-3 num_hidden=3 hidden_size=128 batch_size=8192 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
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./scripts/run_all.sh classification_experiment 0 "debug=False learning_rate=1e-3 num_hidden=3 hidden_size=256 batch_size=4096 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 1 "debug=False learning_rate=1e-3 num_hidden=3 hidden_size=256 batch_size=4096 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 2 "debug=False learning_rate=1e-3 num_hidden=3 hidden_size=256 batch_size=8192 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 3 "debug=False learning_rate=1e-3 num_hidden=3 hidden_size=256 batch_size=8192 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
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./scripts/run_all.sh classification_experiment 0 "debug=False learning_rate=1e-3 num_hidden=3 hidden_size=512 batch_size=4096 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 1 "debug=False learning_rate=1e-3 num_hidden=3 hidden_size=512 batch_size=4096 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 2 "debug=False learning_rate=1e-3 num_hidden=3 hidden_size=512 batch_size=8192 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 3 "debug=False learning_rate=1e-3 num_hidden=3 hidden_size=512 batch_size=8192 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
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./scripts/run_all.sh classification_experiment 0 "debug=False learning_rate=1e-3 num_hidden=4 hidden_size=128 batch_size=4096 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 1 "debug=False learning_rate=1e-3 num_hidden=4 hidden_size=128 batch_size=4096 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 2 "debug=False learning_rate=1e-3 num_hidden=4 hidden_size=128 batch_size=8192 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 3 "debug=False learning_rate=1e-3 num_hidden=4 hidden_size=128 batch_size=8192 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
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./scripts/run_all.sh classification_experiment 0 "debug=False learning_rate=1e-3 num_hidden=4 hidden_size=256 batch_size=4096 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 1 "debug=False learning_rate=1e-3 num_hidden=4 hidden_size=256 batch_size=4096 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 2 "debug=False learning_rate=1e-3 num_hidden=4 hidden_size=256 batch_size=8192 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 3 "debug=False learning_rate=1e-3 num_hidden=4 hidden_size=256 batch_size=8192 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
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./scripts/run_all.sh classification_experiment 0 "debug=False learning_rate=1e-3 num_hidden=4 hidden_size=512 batch_size=4096 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 1 "debug=False learning_rate=1e-3 num_hidden=4 hidden_size=512 batch_size=4096 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 2 "debug=False learning_rate=1e-3 num_hidden=4 hidden_size=512 batch_size=8192 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 3 "debug=False learning_rate=1e-3 num_hidden=4 hidden_size=512 batch_size=8192 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
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# weight decay [1e-5]
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./scripts/run_all.sh classification_experiment 0 "debug=False learning_rate=1e-3 num_hidden=3 hidden_size=128 batch_size=4096 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 1 "debug=False learning_rate=1e-3 num_hidden=3 hidden_size=128 batch_size=4096 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 2 "debug=False learning_rate=1e-3 num_hidden=3 hidden_size=128 batch_size=8192 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 3 "debug=False learning_rate=1e-3 num_hidden=3 hidden_size=128 batch_size=8192 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
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./scripts/run_all.sh classification_experiment 0 "debug=False learning_rate=1e-3 num_hidden=3 hidden_size=256 batch_size=4096 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 1 "debug=False learning_rate=1e-3 num_hidden=3 hidden_size=256 batch_size=4096 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 2 "debug=False learning_rate=1e-3 num_hidden=3 hidden_size=256 batch_size=8192 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 3 "debug=False learning_rate=1e-3 num_hidden=3 hidden_size=256 batch_size=8192 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
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./scripts/run_all.sh classification_experiment 0 "debug=False learning_rate=1e-3 num_hidden=3 hidden_size=512 batch_size=4096 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 1 "debug=False learning_rate=1e-3 num_hidden=3 hidden_size=512 batch_size=4096 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 2 "debug=False learning_rate=1e-3 num_hidden=3 hidden_size=512 batch_size=8192 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 3 "debug=False learning_rate=1e-3 num_hidden=3 hidden_size=512 batch_size=8192 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
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./scripts/run_all.sh classification_experiment 0 "debug=False learning_rate=1e-3 num_hidden=4 hidden_size=128 batch_size=4096 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 1 "debug=False learning_rate=1e-3 num_hidden=4 hidden_size=128 batch_size=4096 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 2 "debug=False learning_rate=1e-3 num_hidden=4 hidden_size=128 batch_size=8192 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 3 "debug=False learning_rate=1e-3 num_hidden=4 hidden_size=128 batch_size=8192 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
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./scripts/run_all.sh classification_experiment 0 "debug=False learning_rate=1e-3 num_hidden=4 hidden_size=256 batch_size=4096 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 1 "debug=False learning_rate=1e-3 num_hidden=4 hidden_size=256 batch_size=4096 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 2 "debug=False learning_rate=1e-3 num_hidden=4 hidden_size=256 batch_size=8192 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 3 "debug=False learning_rate=1e-3 num_hidden=4 hidden_size=256 batch_size=8192 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
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./scripts/run_all.sh classification_experiment 0 "debug=False learning_rate=1e-3 num_hidden=4 hidden_size=512 batch_size=4096 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 1 "debug=False learning_rate=1e-3 num_hidden=4 hidden_size=512 batch_size=4096 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 2 "debug=False learning_rate=1e-3 num_hidden=4 hidden_size=512 batch_size=8192 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 3 "debug=False learning_rate=1e-3 num_hidden=4 hidden_size=512 batch_size=8192 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
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# batch sizes [1024, 2048]
# weight decay [ 0 ]
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./scripts/run_all.sh classification_experiment 0 "debug=False learning_rate=1e-3 num_hidden=3 hidden_size=128 batch_size=1024 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 1 "debug=False learning_rate=1e-3 num_hidden=3 hidden_size=128 batch_size=1024 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 2 "debug=False learning_rate=1e-3 num_hidden=3 hidden_size=128 batch_size=2048 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 3 "debug=False learning_rate=1e-3 num_hidden=3 hidden_size=128 batch_size=2048 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
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./scripts/run_all.sh classification_experiment 0 "debug=False learning_rate=1e-3 num_hidden=3 hidden_size=256 batch_size=1024 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 1 "debug=False learning_rate=1e-3 num_hidden=3 hidden_size=256 batch_size=1024 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 2 "debug=False learning_rate=1e-3 num_hidden=3 hidden_size=256 batch_size=2048 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 3 "debug=False learning_rate=1e-3 num_hidden=3 hidden_size=256 batch_size=2048 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
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./scripts/run_all.sh classification_experiment 0 "debug=False learning_rate=1e-3 num_hidden=3 hidden_size=512 batch_size=1024 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 1 "debug=False learning_rate=1e-3 num_hidden=3 hidden_size=512 batch_size=1024 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 2 "debug=False learning_rate=1e-3 num_hidden=3 hidden_size=512 batch_size=2048 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 3 "debug=False learning_rate=1e-3 num_hidden=3 hidden_size=512 batch_size=2048 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
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./scripts/run_all.sh classification_experiment 0 "debug=False learning_rate=1e-3 num_hidden=4 hidden_size=128 batch_size=1024 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 1 "debug=False learning_rate=1e-3 num_hidden=4 hidden_size=128 batch_size=1024 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 2 "debug=False learning_rate=1e-3 num_hidden=4 hidden_size=128 batch_size=2048 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 3 "debug=False learning_rate=1e-3 num_hidden=4 hidden_size=128 batch_size=2048 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
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./scripts/run_all.sh classification_experiment 0 "debug=False learning_rate=1e-3 num_hidden=4 hidden_size=256 batch_size=1024 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 1 "debug=False learning_rate=1e-3 num_hidden=4 hidden_size=256 batch_size=1024 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 2 "debug=False learning_rate=1e-3 num_hidden=4 hidden_size=256 batch_size=2048 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 3 "debug=False learning_rate=1e-3 num_hidden=4 hidden_size=256 batch_size=2048 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
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./scripts/run_all.sh classification_experiment 0 "debug=False learning_rate=1e-3 num_hidden=4 hidden_size=512 batch_size=1024 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 1 "debug=False learning_rate=1e-3 num_hidden=4 hidden_size=512 batch_size=1024 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 2 "debug=False learning_rate=1e-3 num_hidden=4 hidden_size=512 batch_size=2048 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 3 "debug=False learning_rate=1e-3 num_hidden=4 hidden_size=512 batch_size=2048 weight_decay=0 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
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# weight decay [1e-5]
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./scripts/run_all.sh classification_experiment 0 "debug=False learning_rate=1e-3 num_hidden=3 hidden_size=128 batch_size=1024 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 1 "debug=False learning_rate=1e-3 num_hidden=3 hidden_size=128 batch_size=1024 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 2 "debug=False learning_rate=1e-3 num_hidden=3 hidden_size=128 batch_size=2048 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 3 "debug=False learning_rate=1e-3 num_hidden=3 hidden_size=128 batch_size=2048 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
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./scripts/run_all.sh classification_experiment 0 "debug=False learning_rate=1e-3 num_hidden=3 hidden_size=256 batch_size=1024 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 1 "debug=False learning_rate=1e-3 num_hidden=3 hidden_size=256 batch_size=1024 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 2 "debug=False learning_rate=1e-3 num_hidden=3 hidden_size=256 batch_size=2048 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 3 "debug=False learning_rate=1e-3 num_hidden=3 hidden_size=256 batch_size=2048 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
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./scripts/run_all.sh classification_experiment 0 "debug=False learning_rate=1e-3 num_hidden=3 hidden_size=512 batch_size=1024 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 1 "debug=False learning_rate=1e-3 num_hidden=3 hidden_size=512 batch_size=1024 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 2 "debug=False learning_rate=1e-3 num_hidden=3 hidden_size=512 batch_size=2048 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 3 "debug=False learning_rate=1e-3 num_hidden=3 hidden_size=512 batch_size=2048 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
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./scripts/run_all.sh classification_experiment 0 "debug=False learning_rate=1e-3 num_hidden=4 hidden_size=128 batch_size=1024 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 1 "debug=False learning_rate=1e-3 num_hidden=4 hidden_size=128 batch_size=1024 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 2 "debug=False learning_rate=1e-3 num_hidden=4 hidden_size=128 batch_size=2048 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 3 "debug=False learning_rate=1e-3 num_hidden=4 hidden_size=128 batch_size=2048 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
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./scripts/run_all.sh classification_experiment 0 "debug=False learning_rate=1e-3 num_hidden=4 hidden_size=256 batch_size=1024 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 1 "debug=False learning_rate=1e-3 num_hidden=4 hidden_size=256 batch_size=1024 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 2 "debug=False learning_rate=1e-3 num_hidden=4 hidden_size=256 batch_size=2048 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 3 "debug=False learning_rate=1e-3 num_hidden=4 hidden_size=256 batch_size=2048 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
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./scripts/run_all.sh classification_experiment 0 "debug=False learning_rate=1e-3 num_hidden=4 hidden_size=512 batch_size=1024 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 1 "debug=False learning_rate=1e-3 num_hidden=4 hidden_size=512 batch_size=1024 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 2 "debug=False learning_rate=1e-3 num_hidden=4 hidden_size=512 batch_size=2048 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
./scripts/run_all.sh classification_experiment 3 "debug=False learning_rate=1e-3 num_hidden=4 hidden_size=512 batch_size=2048 weight_decay=1e-5 model_class=dcase2020_task2.models.FCNN loss_class=dcase2020_task2.losses.AUC -m student2.cp.jku.at:27017:dcase2020_task2_complement_classification_gridsearch" &
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