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decoders.pkl

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encoders.pkl

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model.pt

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model_config.json

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-{"name": "MMVAEConfig", "n_modalities": 5, "latent_dim": 512, "input_dims": {"m0": [3, 28, 28], "m1": [3, 28, 28], "m2": [3, 28, 28], "m3": [3, 28, 28], "m4": [3, 28, 28]}, "uses_likelihood_rescaling": false, "rescale_factors": null, "decoders_dist": {"m0": "laplace", "m1": "laplace", "m2": "laplace", "m3": "laplace", "m4": "laplace"}, "decoder_dist_params": {"m0": {"scale": 0.75}, "m1": {"scale": 0.75}, "m2": {"scale": 0.75}, "m3": {"scale": 0.75}, "m4": {"scale": 0.75}}, "custom_architectures": ["encoders", "decoders"], "K": 10, "prior_and_posterior_dist": "laplace_with_softmax", "learn_prior": false, "beta": 1.0}
+{"name": "MMVAEConfig", "n_modalities": 5, "latent_dim": 512, "input_dims": {"m0": [3, 28, 28], "m1": [3, 28, 28], "m2": [3, 28, 28], "m3": [3, 28, 28], "m4": [3, 28, 28]}, "uses_likelihood_rescaling": false, "rescale_factors": null, "decoders_dist": {"m0": "laplace", "m1": "laplace", "m2": "laplace", "m3": "laplace", "m4": "laplace"}, "decoder_dist_params": {"m0": {"scale": 0.75}, "m1": {"scale": 0.75}, "m2": {"scale": 0.75}, "m3": {"scale": 0.75}, "m4": {"scale": 0.75}}, "custom_architectures": ["encoders", "decoders"], "K": 10, "prior_and_posterior_dist": "normal", "learn_prior": false, "beta": 1.0}

training_config.json

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+{"name": "BaseTrainerConfig", "output_dir": "compare_on_mmnist/config2/MMVAE/seed_3/missing_ratio_0/", "per_device_train_batch_size": 256, "per_device_eval_batch_size": 64, "num_epochs": 100, "train_dataloader_num_workers": 0, "eval_dataloader_num_workers": 0, "optimizer_cls": "Adam", "optimizer_params": {}, "scheduler_cls": "ReduceLROnPlateau", "scheduler_params": {"patience": 30}, "learning_rate": 0.001, "steps_saving": null, "steps_predict": 5, "keep_best_on_train": false, "seed": 3, "no_cuda": false, "world_size": -1, "local_rank": -1, "rank": -1, "dist_backend": "nccl", "master_addr": "localhost", "master_port": "12345", "start_keep_best_epoch": 0, "drop_last": false}

wandb_info.json

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+{"entity_name": "multimodal_vaes", "project_name": "compare_on_mmnist", "id": "g3ut7lci", "path": "multimodal_vaes/compare_on_mmnist/g3ut7lci"}