from scripts.ssc.models.TopoAE_ext.config_libraries.colab_configs.mnist import mnist_test512_cuda from scripts.ssc.models.TopoAE_ext.config_libraries.euler_configs.unity_posttrain import rotopenai_1_local from scripts.ssc.models.TopoAE_ext.config_libraries.local_configs.mnist import ( mnist_test2, mnist_test3, mnist_test256_1024_leonhard, mnist_test256, mnist_test_3d) from scripts.ssc.models.TopoAE_ext.config_libraries.local_configs.unity import rotopenai_test from scripts.ssc.models.TopoAE_ext.config_libraries.swissroll import ( debug, swissroll_testing, swissroll_visualize128, swissroll_visualize256) from src.models.WitnessComplexAE.train_engine import simulator_TopoAE_ext if __name__ == "__main__": configs = swissroll_visualize128.configs_from_grid() for config in configs: simulator_TopoAE_ext(config)
save_train_latent=True, online_visualization=False, k_min=5, k_max=10, k_step=5, quant_eval=False) ], uid=[''], toposig_kwargs=[dict()], method_args=dict( n_jobs=[1], normalize=[True], mu_push=[1], online_wc=[True], dist_x_land=[True], wc_offline=[ dict( path_to_data= '/Users/simons/PycharmProjects/MT-VAEs-TDA/src/datasets/simulated/block_rotation_1' ) ]), experiment_dir= '/Users/simons/PycharmProjects/MT-VAEs-TDA/output/WAE/testing_unity', seed=1, device='cpu', num_threads=4, verbose=True, ) simulator_TopoAE_ext(unity_test)
model_class=[ConvAE_Unity480320], model_kwargs=[dict()], dataset=[Unity_RotCorgi()], sampling_kwargs=[dict()], eval=[ConfigEval( active=True, evaluate_on='test', eval_manifold=False, save_eval_latent=True, save_train_latent=True, online_visualization=False, k_min=5, k_max=10, k_step=5, quant_eval = False )], uid=[''], toposig_kwargs=[dict()], method_args=dict(n_jobs=[1], normalize=[True], mu_push=[1], online_wc=[True], dist_x_land = [True], wc_offline=[dict(path_to_data='/Users/simons/PycharmProjects/MT-VAEs-TDA/src/datasets/simulated/corgi_rotation_1')]), experiment_dir='/Users/simons/PycharmProjects/MT-VAEs-TDA/output/WAE/corgi/rotating', seed=1, device='cpu', num_threads=4, verbose=True, ) simulator_TopoAE_ext(corgi_2)
sampling_kwargs=[dict()], eval=[ConfigEval( active=True, evaluate_on='test', eval_manifold=False, save_eval_latent=True, save_train_latent=True, online_visualization=False, k_min=5, k_max=10, k_step=5, quant_eval = False )], uid=[''], toposig_kwargs=[dict()], method_args=dict(n_jobs=[1], normalize=[True], mu_push=[1], online_wc=[True], dist_x_land = [True], lam_t_decay = [{0 : 512, 25 : 256, 50: 128, 75 : 64, 100 : 32, 125: 16, 150: 8}], wc_offline=[dict(path_to_data='/Users/simons/PycharmProjects/MT-VAEs-TDA/src/datasets/simulated/corgi_rotation_1')]), experiment_dir='/Users/simons/PycharmProjects/MT-VAEs-TDA/output/WAE/corgi/rotating', seed=1, device='cpu', num_threads=4, verbose=True, ) simulator_TopoAE_ext(corgi_1_decay)
from scripts.ssc.TopoAE_ext.config_libraries.swissroll import ( swissroll_testing, swissroll_testing_verification) from src.models.WitnessComplexAE.train_engine import simulator_TopoAE_ext if __name__ == "__main__": simulator_TopoAE_ext(swissroll_testing)
from scripts.ssc.models.TopoAE_ext.config_libraries.colab_configs.mnist import mnist_test512_cuda from scripts.ssc.models.TopoAE_ext.config_libraries.euler_configs.unity_posttrain import \ ( rotopenai_1_local2, rotopenai_2_local) from scripts.ssc.models.TopoAE_ext.config_libraries.local_configs.mnist import ( mnist_test3, mnist_test256, mnist_test) from scripts.ssc.models.TopoAE_ext.config_libraries.swissroll import debug from src.models.WitnessComplexAE.train_engine import simulator_TopoAE_ext if __name__ == "__main__": configs = mnist_test3.configs_from_grid() simulator_TopoAE_ext(configs[0])