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decoders.pkl

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+size 2143151

encoders.pkl

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+version https://git-lfs.github.com/spec/v1
+oid sha256:5d36399aa1c89fa36450d0f803beb31ffc4cce2d0e41e04972e91842225835b0
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metrics.log

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+Subset ['mnist'] accuracies 
+{'svhn': 0.74245}
+Mean subset ['mnist'] accuracies : 0.74245
+Subset ['svhn'] accuracies 
+{'mnist': 0.58591}
+Mean subset ['svhn'] accuracies : 0.58591
+Conditional accuracies for 1 modalities : 0.66418 +- 0.07827
+Joint coherence : 0.29889997839927673
+Subset ['mnist'] accuracies 
+{'svhn': 0.8143566666666666}
+Mean subset ['mnist'] accuracies : 0.8143566666666666
+Subset ['svhn'] accuracies 
+{'mnist': 0.5900566666666667}
+Mean subset ['svhn'] accuracies : 0.5900566666666667
+Conditional accuracies for 1 modalities : 0.7022066666666666 +- 0.11214999999999997

model.pt

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+version https://git-lfs.github.com/spec/v1
+oid sha256:7e295aa17370d57fbd35a84a495631889dd6bdd47adfe225838239883bf087cc
+size 4437003

model_config.json

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+{"name": "MMVAEConfig", "n_modalities": 2, "latent_dim": 20, "input_dims": {"mnist": [1, 28, 28], "svhn": [3, 32, 32]}, "uses_likelihood_rescaling": true, "decoders_dist": {"mnist": "laplace", "svhn": "laplace"}, "decoder_dist_params": {}, "custom_architectures": ["encoders", "decoders"], "K": 30, "prior_and_posterior_dist": "laplace_with_softmax", "learn_prior": true}

training_config.json

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+{"name": "BaseTrainerConfig", "output_dir": "dummy_output_dir", "per_device_train_batch_size": 128, "per_device_eval_batch_size": 128, "num_epochs": 30, "train_dataloader_num_workers": 0, "eval_dataloader_num_workers": 0, "optimizer_cls": "Adam", "optimizer_params": {"amsgrad": true}, "scheduler_cls": null, "scheduler_params": null, "learning_rate": 0.001, "steps_saving": null, "steps_predict": 1, "keep_best_on_train": false, "seed": 8, "no_cuda": false, "world_size": -1, "local_rank": -1, "rank": -1, "dist_backend": "nccl", "master_addr": "localhost", "master_port": "12345", "start_keep_best_epoch": 30, "drop_last": false}