diff --git a/workspaces/public_datasets/data/exafel_dataset.npz b/workspaces/public_datasets/data/exafel_dataset.npz new file mode 100644 index 00000000..540d0c64 Binary files /dev/null and b/workspaces/public_datasets/data/exafel_dataset.npz differ diff --git a/workspaces/public_datasets/exafel/config/exafel_config.py b/workspaces/public_datasets/exafel/config/exafel_config.py new file mode 100644 index 00000000..d131b795 --- /dev/null +++ b/workspaces/public_datasets/exafel/config/exafel_config.py @@ -0,0 +1,67 @@ +def set_config(c): + c.input_path = "workspaces/public_datasets/data/exafel_data.npz" + c.compression_ratio = 100 + # c.number_of_columns = 24 + # c.latent_space_size = 15 + c.epochs = 4000 + c.early_stopping = False + c.early_stopping_patience = 100 + c.min_delta = 0 + c.lr_scheduler = True + c.lr_scheduler_patience = 50 + # c.model_name = "Conv_AE_GDN" + c.model_name = "CFD_dense_AE" + c.model_type = "dense" + # c.model_type = "convolutional" + c.custom_norm = True + c.l1 = True + c.reg_param = 0.001 + c.RHO = 0.05 + c.lr = 0.001 + c.batch_size = 1 + c.test_size = 0 + c.data_dimension = 2 + c.apply_normalization = False + c.extra_compression = False + c.intermittent_model_saving = False + c.intermittent_saving_patience = 100 + c.activation_extraction = False + c.deterministic_algorithm = False + c.compress_to_latent_space = False + c.save_error_bounded_deltas = False + c.error_bounded_requirement = 1 + c.convert_to_blocks = False + # c.custom_loss_function = "loss_function_swae" + + +# def set_config(c): +# c.input_path = "workspaces/CFD_workspace/data/CFDAnimation.npz" +# c.data_dimension = 2 +# c.compression_ratio = 2.0 +# c.apply_normalization = False +# c.model_name = "CFD_dense_AE" +# c.epochs = 2 +# c.lr = 0.001 +# c.batch_size = 1 +# c.early_stopping = True +# c.lr_scheduler = False + +# # === Additional configuration options === + +# c.early_stopping_patience = 100 +# c.min_delta = 0 +# c.lr_scheduler_patience = 50 +# c.custom_norm = True +# c.l1 = True +# c.reg_param = 0.001 +# c.RHO = 0.05 +# c.test_size = 0 +# c.extra_compression = False +# c.intermittent_model_saving = False +# c.intermittent_saving_patience = 100 +# c.mse_avg = False +# c.mse_sum = True +# c.emd = False +# c.l1 = True +# c.activation_extraction = False +# c.deterministic_algorithm = False diff --git a/workspaces/public_datasets/hurricane_isabel/config/hurricane_isabel_config.py b/workspaces/public_datasets/hurricane_isabel/config/hurricane_isabel_config.py index 6af76831..f91f5a61 100644 --- a/workspaces/public_datasets/hurricane_isabel/config/hurricane_isabel_config.py +++ b/workspaces/public_datasets/hurricane_isabel/config/hurricane_isabel_config.py @@ -31,3 +31,4 @@ def set_config(c): c.compress_to_latent_space = False c.save_error_bounded_deltas = False c.error_bounded_requirement = 1 + c.convert_to_blocks = False