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Commit b3159d76 authored by Julien Dejasmin's avatar Julien Dejasmin
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lfs models 2

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with 12 additions and 5 deletions
--batch-size=64 --dataset=fashion_data --epochs=400 --latent_spec_cont=30 --lr=1e-4 --experiment-name=VAE_bs_64_ls_30 --gpu-devices 0 1
--batch-size=64 --dataset=fashion_data --epochs=400 --latent_spec_cont=40 --lr=1e-4 --experiment-name=VAE_bs_64_ls_40 --gpu-devices 0 1
--batch-size=64 --dataset=fashion_data --epochs=400 --latent_spec_cont=50 --lr=1e-4 --experiment-name=VAE_bs_64_ls_50 --gpu-devices 0 1
--batch-size=256 --dataset=fashion_data --epochs=400 --latent_spec_cont=10 --is-beta-VAE=True --beta=4 --lr=1e-4 --experiment-name=beta_VAE_bs_256 --gpu-devices 0 1
--batch-size=64 --dataset=fashion_data --epochs=400 --latent_spec_cont=10 --is-beta-VAE=True --beta=4 --lr=1e-4 --experiment-name=beta_VAE_bs_64 --gpu-devices 0 1
--batch-size=256 --dataset=fashion_data --epochs=400 --latent_spec_cont=10 --lr=1e-4 --experiment-name=VAE_bs_256 --gpu-devices 0 1
--batch-size=64 --dataset=fashion_data --epochs=400 --latent_spec_cont=10 --lr=1e-4 --experiment-name=VAE_bs_64 --gpu-devices 0 1
--batch-size=64 --dataset=fashion_data --epochs=400 --latent_spec_cont=15 --is-beta-VAE=True --beta=4 --lr=1e-4 --gpu-devices 0 1 --experiment-name=beta_VAE_bs_64_ls_15
--batch-size=64 --dataset=fashion_data --epochs=400 --latent_spec_cont=20 --is-beta-VAE=True --beta=4 --lr=1e-4 --gpu-devices 0 1 --experiment-name=beta_VAE_bs_64_ls_20
......
{"dataset": "fashion_data", "epochs": 400, "cont_capacity": null, "disc_capacity": null, "record_loss_every": 50, "batch_size": 64, "latent_spec_cont": 10, "experiment_name": "VAE_bs_64", "print_loss_every": 50, "latent_spec_disc": null, "nb_classes": 10}
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{"dataset": "fashion_data", "epochs": 400, "cont_capacity": null, "disc_capacity": null, "record_loss_every": 50, "batch_size": 64, "latent_spec_cont": 10, "experiment_name": "VAE_bs_64_conv_64_64_128_128", "print_loss_every": 50, "latent_spec_disc": null, "nb_classes": 10}
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{"dataset": "fashion_data", "epochs": 4000, "cont_capacity": null, "disc_capacity": null, "record_loss_every": 50, "batch_size": 64, "latent_spec_cont": 15, "experiment_name": "VAE_bs_64_ls_15", "print_loss_every": 50, "latent_spec_disc": null, "nb_classes": 10}
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{"dataset": "fashion_data", "epochs": 400, "cont_capacity": null, "disc_capacity": null, "record_loss_every": 50, "batch_size": 64, "latent_spec_cont": 15, "experiment_name": "VAE_bs_64_ls_15", "print_loss_every": 50, "latent_spec_disc": null, "nb_classes": 10}
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{"dataset": "fashion_data", "epochs": 400, "cont_capacity": null, "disc_capacity": null, "record_loss_every": 50, "batch_size": 64, "latent_spec_cont": 20, "experiment_name": "VAE_bs_64_ls_20", "print_loss_every": 50, "latent_spec_disc": null, "nb_classes": 10}
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{"dataset": "fashion_data", "epochs": 400, "cont_capacity": null, "disc_capacity": null, "record_loss_every": 50, "batch_size": 64, "latent_spec_cont": 30, "experiment_name": "VAE_bs_64_ls_30", "print_loss_every": 50, "latent_spec_disc": null, "nb_classes": 10}
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{"dataset": "fashion_data", "epochs": 400, "cont_capacity": null, "disc_capacity": null, "record_loss_every": 50, "batch_size": 64, "latent_spec_cont": 40, "experiment_name": "VAE_bs_64_ls_40", "print_loss_every": 50, "latent_spec_disc": null, "nb_classes": 10}
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{"dataset": "fashion_data", "epochs": 400, "cont_capacity": null, "disc_capacity": null, "record_loss_every": 50, "batch_size": 64, "latent_spec_cont": 5, "experiment_name": "VAE_bs_64_ls_5", "print_loss_every": 50, "latent_spec_disc": null, "nb_classes": 10}
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{"dataset": "fashion_data", "epochs": 400, "cont_capacity": null, "disc_capacity": null, "record_loss_every": 50, "batch_size": 64, "latent_spec_cont": 50, "experiment_name": "VAE_bs_64_ls_50", "print_loss_every": 50, "latent_spec_disc": null, "nb_classes": 10}
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{"dataset": "fashion_data", "epochs": 400, "cont_capacity": null, "disc_capacity": null, "record_loss_every": 50, "batch_size": 64, "latent_spec_cont": 10, "experiment_name": "beta_VAE_bs_64", "print_loss_every": 50, "latent_spec_disc": null, "nb_classes": 10}
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{"dataset": "fashion_data", "epochs": 400, "cont_capacity": null, "disc_capacity": null, "record_loss_every": 50, "batch_size": 64, "latent_spec_cont": 15, "experiment_name": "beta_VAE_bs_64_ls_15", "print_loss_every": 50, "latent_spec_disc": null, "nb_classes": 10}
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{"dataset": "fashion_data", "epochs": 400, "cont_capacity": null, "disc_capacity": null, "record_loss_every": 50, "batch_size": 64, "latent_spec_cont": 20, "experiment_name": "beta_VAE_bs_64_ls_20", "print_loss_every": 50, "latent_spec_disc": null, "nb_classes": 10}
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{"dataset": "fashion_data", "epochs": 400, "cont_capacity": null, "disc_capacity": null, "record_loss_every": 50, "batch_size": 64, "latent_spec_cont": 5, "experiment_name": "beta_VAE_bs_64_ls_5", "print_loss_every": 50, "latent_spec_disc": null, "nb_classes": 10}
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{"dataset": "fashion_data", "epochs": 100, "cont_capacity": "0.0, 5.0, 50000, 100.0", "disc_capacity": null, "record_loss_every": 50, "batch_size": 64, "latent_spec_cont": 10, "experiment_name": "first_try", "print_loss_every": 50, "latent_spec_disc": null, "nb_classes": 10}
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{"dataset": "fashion_data", "epochs": 1, "cont_capacity": null, "disc_capacity": null, "record_loss_every": 50, "batch_size": 64, "latent_spec_cont": 10, "experiment_name": "beta_VAE", "print_loss_every": 50, "latent_spec_disc": null, "nb_classes": 10}
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