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conda activate dcase2020_task2

./scripts/run_all.sh baseline_experiment 0 "debug=False num_hidden=2 hidden_size=128 latent_size=8 weight_decay=1e-5 model_class=dcase2020_task2.models.AE reconstruction_class=dcase2020_task2.losses.MSEReconstruction -m student2.cp.jku.at:27017:dcase2020_task2_ae_baseline_gridsearch" &
./scripts/run_all.sh baseline_experiment 1 "debug=False num_hidden=3 hidden_size=128 latent_size=8 weight_decay=1e-5 model_class=dcase2020_task2.models.AE reconstruction_class=dcase2020_task2.losses.MSEReconstruction -m student2.cp.jku.at:27017:dcase2020_task2_ae_baseline_gridsearch" &
./scripts/run_all.sh baseline_experiment 2 "debug=False num_hidden=2 hidden_size=128 latent_size=16 weight_decay=1e-5 model_class=dcase2020_task2.models.AE reconstruction_class=dcase2020_task2.losses.MSEReconstruction -m student2.cp.jku.at:27017:dcase2020_task2_ae_baseline_gridsearch" &
./scripts/run_all.sh baseline_experiment 3 "debug=False num_hidden=3 hidden_size=128 latent_size=16 weight_decay=1e-5 model_class=dcase2020_task2.models.AE reconstruction_class=dcase2020_task2.losses.MSEReconstruction -m student2.cp.jku.at:27017:dcase2020_task2_ae_baseline_gridsearch" &

./scripts/run_all.sh baseline_experiment 0 "debug=False num_hidden=2 hidden_size=256 latent_size=8 weight_decay=1e-5 model_class=dcase2020_task2.models.AE reconstruction_class=dcase2020_task2.losses.MSEReconstruction -m student2.cp.jku.at:27017:dcase2020_task2_ae_baseline_gridsearch" &
./scripts/run_all.sh baseline_experiment 1 "debug=False num_hidden=3 hidden_size=256 latent_size=8 weight_decay=1e-5 model_class=dcase2020_task2.models.AE reconstruction_class=dcase2020_task2.losses.MSEReconstruction -m student2.cp.jku.at:27017:dcase2020_task2_ae_baseline_gridsearch" &
./scripts/run_all.sh baseline_experiment 2 "debug=False num_hidden=2 hidden_size=256 latent_size=16 weight_decay=1e-5 model_class=dcase2020_task2.models.AE reconstruction_class=dcase2020_task2.losses.MSEReconstruction -m student2.cp.jku.at:27017:dcase2020_task2_ae_baseline_gridsearch" &
./scripts/run_all.sh baseline_experiment 3 "debug=False num_hidden=3 hidden_size=256 latent_size=16 weight_decay=1e-5 model_class=dcase2020_task2.models.AE reconstruction_class=dcase2020_task2.losses.MSEReconstruction -m student2.cp.jku.at:27017:dcase2020_task2_ae_baseline_gridsearch" &

./scripts/run_all.sh baseline_experiment 0 "debug=False num_hidden=2 hidden_size=512 latent_size=8 weight_decay=1e-5 model_class=dcase2020_task2.models.AE reconstruction_class=dcase2020_task2.losses.MSEReconstruction -m student2.cp.jku.at:27017:dcase2020_task2_ae_baseline_gridsearch" &
./scripts/run_all.sh baseline_experiment 1 "debug=False num_hidden=3 hidden_size=512 latent_size=8 weight_decay=1e-5 model_class=dcase2020_task2.models.AE reconstruction_class=dcase2020_task2.losses.MSEReconstruction -m student2.cp.jku.at:27017:dcase2020_task2_ae_baseline_gridsearch" &
./scripts/run_all.sh baseline_experiment 2 "debug=False num_hidden=2 hidden_size=512 latent_size=16 weight_decay=1e-5 model_class=dcase2020_task2.models.AE reconstruction_class=dcase2020_task2.losses.MSEReconstruction -m student2.cp.jku.at:27017:dcase2020_task2_ae_baseline_gridsearch" &
./scripts/run_all.sh baseline_experiment 3 "debug=False num_hidden=3 hidden_size=512 latent_size=16 weight_decay=1e-5 model_class=dcase2020_task2.models.AE reconstruction_class=dcase2020_task2.losses.MSEReconstruction -m student2.cp.jku.at:27017:dcase2020_task2_ae_baseline_gridsearch" &

./scripts/run_all.sh baseline_experiment 0 "debug=False num_hidden=2 hidden_size=1024 latent_size=8 weight_decay=1e-5 model_class=dcase2020_task2.models.AE reconstruction_class=dcase2020_task2.losses.MSEReconstruction -m student2.cp.jku.at:27017:dcase2020_task2_ae_baseline_gridsearch" &
./scripts/run_all.sh baseline_experiment 1 "debug=False num_hidden=3 hidden_size=1024 latent_size=8 weight_decay=1e-5 model_class=dcase2020_task2.models.AE reconstruction_class=dcase2020_task2.losses.MSEReconstruction -m student2.cp.jku.at:27017:dcase2020_task2_ae_baseline_gridsearch" &
./scripts/run_all.sh baseline_experiment 2 "debug=False num_hidden=2 hidden_size=1024 latent_size=16 weight_decay=1e-5 model_class=dcase2020_task2.models.AE reconstruction_class=dcase2020_task2.losses.MSEReconstruction -m student2.cp.jku.at:27017:dcase2020_task2_ae_baseline_gridsearch" &
./scripts/run_all.sh baseline_experiment 3 "debug=False num_hidden=3 hidden_size=1024 latent_size=16 weight_decay=1e-5 model_class=dcase2020_task2.models.AE reconstruction_class=dcase2020_task2.losses.MSEReconstruction -m student2.cp.jku.at:27017:dcase2020_task2_ae_baseline_gridsearch" &

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./scripts/run_all.sh baseline_experiment 4 "debug=False num_hidden=2 hidden_size=128 latent_size=32 weight_decay=1e-5 model_class=dcase2020_task2.models.AE reconstruction_class=dcase2020_task2.losses.MSEReconstruction -m student2.cp.jku.at:27017:dcase2020_task2_ae_baseline_gridsearch" &
./scripts/run_all.sh baseline_experiment 5 "debug=False num_hidden=3 hidden_size=128 latent_size=32 weight_decay=1e-5 model_class=dcase2020_task2.models.AE reconstruction_class=dcase2020_task2.losses.MSEReconstruction -m student2.cp.jku.at:27017:dcase2020_task2_ae_baseline_gridsearch" &
./scripts/run_all.sh baseline_experiment 6 "debug=False num_hidden=2 hidden_size=128 latent_size=64 weight_decay=1e-5 model_class=dcase2020_task2.models.AE reconstruction_class=dcase2020_task2.losses.MSEReconstruction -m student2.cp.jku.at:27017:dcase2020_task2_ae_baseline_gridsearch" &
./scripts/run_all.sh baseline_experiment 7 "debug=False num_hidden=3 hidden_size=128 latent_size=64 weight_decay=1e-5 model_class=dcase2020_task2.models.AE reconstruction_class=dcase2020_task2.losses.MSEReconstruction -m student2.cp.jku.at:27017:dcase2020_task2_ae_baseline_gridsearch" &

./scripts/run_all.sh baseline_experiment 4 "debug=False num_hidden=2 hidden_size=256 latent_size=32 weight_decay=1e-5 model_class=dcase2020_task2.models.AE reconstruction_class=dcase2020_task2.losses.MSEReconstruction -m student2.cp.jku.at:27017:dcase2020_task2_ae_baseline_gridsearch" &
./scripts/run_all.sh baseline_experiment 5 "debug=False num_hidden=3 hidden_size=256 latent_size=32 weight_decay=1e-5 model_class=dcase2020_task2.models.AE reconstruction_class=dcase2020_task2.losses.MSEReconstruction -m student2.cp.jku.at:27017:dcase2020_task2_ae_baseline_gridsearch" &
./scripts/run_all.sh baseline_experiment 6 "debug=False num_hidden=2 hidden_size=256 latent_size=64 weight_decay=1e-5 model_class=dcase2020_task2.models.AE reconstruction_class=dcase2020_task2.losses.MSEReconstruction -m student2.cp.jku.at:27017:dcase2020_task2_ae_baseline_gridsearch" &
./scripts/run_all.sh baseline_experiment 7 "debug=False num_hidden=3 hidden_size=256 latent_size=64 weight_decay=1e-5 model_class=dcase2020_task2.models.AE reconstruction_class=dcase2020_task2.losses.MSEReconstruction -m student2.cp.jku.at:27017:dcase2020_task2_ae_baseline_gridsearch" &

./scripts/run_all.sh baseline_experiment 4 "debug=False num_hidden=2 hidden_size=512 latent_size=32 weight_decay=1e-5 model_class=dcase2020_task2.models.AE reconstruction_class=dcase2020_task2.losses.MSEReconstruction -m student2.cp.jku.at:27017:dcase2020_task2_ae_baseline_gridsearch" &
./scripts/run_all.sh baseline_experiment 5 "debug=False num_hidden=3 hidden_size=512 latent_size=32 weight_decay=1e-5 model_class=dcase2020_task2.models.AE reconstruction_class=dcase2020_task2.losses.MSEReconstruction -m student2.cp.jku.at:27017:dcase2020_task2_ae_baseline_gridsearch" &
./scripts/run_all.sh baseline_experiment 6 "debug=False num_hidden=2 hidden_size=512 latent_size=64 weight_decay=1e-5 model_class=dcase2020_task2.models.AE reconstruction_class=dcase2020_task2.losses.MSEReconstruction -m student2.cp.jku.at:27017:dcase2020_task2_ae_baseline_gridsearch" &
./scripts/run_all.sh baseline_experiment 7 "debug=False num_hidden=3 hidden_size=512 latent_size=64 weight_decay=1e-5 model_class=dcase2020_task2.models.AE reconstruction_class=dcase2020_task2.losses.MSEReconstruction -m student2.cp.jku.at:27017:dcase2020_task2_ae_baseline_gridsearch" &

./scripts/run_all.sh baseline_experiment 4 "debug=False num_hidden=2 hidden_size=1024 latent_size=32 weight_decay=1e-5 model_class=dcase2020_task2.models.AE reconstruction_class=dcase2020_task2.losses.MSEReconstruction -m student2.cp.jku.at:27017:dcase2020_task2_ae_baseline_gridsearch" &
./scripts/run_all.sh baseline_experiment 5 "debug=False num_hidden=3 hidden_size=1024 latent_size=32 weight_decay=1e-5 model_class=dcase2020_task2.models.AE reconstruction_class=dcase2020_task2.losses.MSEReconstruction -m student2.cp.jku.at:27017:dcase2020_task2_ae_baseline_gridsearch" &
./scripts/run_all.sh baseline_experiment 6 "debug=False num_hidden=2 hidden_size=1024 latent_size=64 weight_decay=1e-5 model_class=dcase2020_task2.models.AE reconstruction_class=dcase2020_task2.losses.MSEReconstruction -m student2.cp.jku.at:27017:dcase2020_task2_ae_baseline_gridsearch" &
./scripts/run_all.sh baseline_experiment 7 "debug=False num_hidden=3 hidden_size=1024 latent_size=64 weight_decay=1e-5 model_class=dcase2020_task2.models.AE reconstruction_class=dcase2020_task2.losses.MSEReconstruction -m student2.cp.jku.at:27017:dcase2020_task2_ae_baseline_gridsearch" &
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