├── README.md ├── __pycache__ ├── load_dataset.cpython-37.pyc └── train_model.cpython-37.pyc ├── analysis.py ├── digits_dataset ├── test.csv ├── test_results.csv └── train.csv ├── load_dataset.py ├── raw_images ├── local_epochs_variations.png ├── precision_variations.png └── r_variations.png ├── results ├── best_performances.csv ├── local_epochs__test_acc_analysis.png ├── local_epochs__test_loss_analysis.png ├── local_epochs__train_acc_analysis.png ├── local_epochs__train_loss_analysis.png ├── models │ ├── saved_models_local_epochs_1_r_0_5_precision_5 │ │ └── model_epoch_10.pt │ ├── saved_models_local_epochs_1_r_0_5_precision_6 │ │ └── model_epoch_10.pt │ ├── saved_models_local_epochs_1_r_0_5_precision_7 │ │ └── model_epoch_10.pt │ ├── saved_models_local_epochs_1_r_0_667_precision_5 │ │ └── model_epoch_10.pt │ ├── saved_models_local_epochs_1_r_0_667_precision_6 │ │ └── model_epoch_10.pt │ ├── saved_models_local_epochs_1_r_0_667_precision_7 │ │ └── model_epoch_10.pt │ ├── saved_models_local_epochs_1_r_0_833_precision_5 │ │ └── model_epoch_10.pt │ ├── saved_models_local_epochs_1_r_0_833_precision_6 │ │ └── model_epoch_10.pt │ ├── saved_models_local_epochs_1_r_0_833_precision_7 │ │ └── model_epoch_10.pt │ ├── saved_models_local_epochs_1_r_1_0_precision_5 │ │ └── model_epoch_10.pt │ ├── saved_models_local_epochs_1_r_1_0_precision_6 │ │ └── model_epoch_10.pt │ ├── saved_models_local_epochs_1_r_1_0_precision_7 │ │ └── model_epoch_10.pt │ ├── saved_models_local_epochs_3_r_0_5_precision_5 │ │ └── model_epoch_10.pt │ ├── saved_models_local_epochs_3_r_0_5_precision_6 │ │ └── model_epoch_10.pt │ ├── saved_models_local_epochs_3_r_0_5_precision_7 │ │ └── model_epoch_10.pt │ ├── saved_models_local_epochs_3_r_0_667_precision_5 │ │ └── model_epoch_10.pt │ ├── saved_models_local_epochs_3_r_0_667_precision_6 │ │ └── model_epoch_10.pt │ ├── saved_models_local_epochs_3_r_0_667_precision_7 │ │ └── model_epoch_10.pt │ ├── saved_models_local_epochs_3_r_0_833_precision_5 │ │ └── model_epoch_10.pt │ ├── saved_models_local_epochs_3_r_0_833_precision_6 │ │ └── model_epoch_10.pt │ ├── saved_models_local_epochs_3_r_0_833_precision_7 │ │ └── model_epoch_10.pt │ ├── saved_models_local_epochs_3_r_1_0_precision_5 │ │ └── model_epoch_10.pt │ ├── saved_models_local_epochs_3_r_1_0_precision_6 │ │ └── model_epoch_10.pt │ ├── saved_models_local_epochs_3_r_1_0_precision_7 │ │ └── model_epoch_10.pt │ ├── saved_models_local_epochs_5_r_0_5_precision_5 │ │ └── model_epoch_10.pt │ ├── saved_models_local_epochs_5_r_0_5_precision_6 │ │ └── model_epoch_10.pt │ ├── saved_models_local_epochs_5_r_0_5_precision_7 │ │ └── model_epoch_10.pt │ ├── saved_models_local_epochs_5_r_0_667_precision_5 │ │ └── model_epoch_10.pt │ ├── saved_models_local_epochs_5_r_0_667_precision_6 │ │ └── model_epoch_10.pt │ ├── saved_models_local_epochs_5_r_0_667_precision_7 │ │ └── model_epoch_10.pt │ ├── saved_models_local_epochs_5_r_0_833_precision_5 │ │ └── model_epoch_10.pt │ ├── saved_models_local_epochs_5_r_0_833_precision_6 │ │ └── model_epoch_10.pt │ ├── saved_models_local_epochs_5_r_0_833_precision_7 │ │ └── model_epoch_10.pt │ ├── saved_models_local_epochs_5_r_1_0_precision_5 │ │ └── model_epoch_10.pt │ ├── saved_models_local_epochs_5_r_1_0_precision_6 │ │ └── model_epoch_10.pt │ └── saved_models_local_epochs_5_r_1_0_precision_7 │ │ └── model_epoch_10.pt ├── performance_metrics │ ├── saved_models_local_epochs_1_r_0_5_precision_5.csv │ ├── saved_models_local_epochs_1_r_0_5_precision_6.csv │ ├── saved_models_local_epochs_1_r_0_5_precision_7.csv │ ├── saved_models_local_epochs_1_r_0_667_precision_5.csv │ ├── saved_models_local_epochs_1_r_0_667_precision_6.csv │ ├── saved_models_local_epochs_1_r_0_667_precision_7.csv │ ├── saved_models_local_epochs_1_r_0_833_precision_5.csv │ ├── saved_models_local_epochs_1_r_0_833_precision_6.csv │ ├── saved_models_local_epochs_1_r_0_833_precision_7.csv │ ├── saved_models_local_epochs_1_r_1_0_precision_5.csv │ ├── saved_models_local_epochs_1_r_1_0_precision_6.csv │ ├── saved_models_local_epochs_1_r_1_0_precision_7.csv │ ├── saved_models_local_epochs_3_r_0_5_precision_5.csv │ ├── saved_models_local_epochs_3_r_0_5_precision_6.csv │ ├── saved_models_local_epochs_3_r_0_5_precision_7.csv │ ├── saved_models_local_epochs_3_r_0_667_precision_5.csv │ ├── saved_models_local_epochs_3_r_0_667_precision_6.csv │ ├── saved_models_local_epochs_3_r_0_667_precision_7.csv │ ├── saved_models_local_epochs_3_r_0_833_precision_5.csv │ ├── saved_models_local_epochs_3_r_0_833_precision_6.csv │ ├── saved_models_local_epochs_3_r_0_833_precision_7.csv │ ├── saved_models_local_epochs_3_r_1_0_precision_5.csv │ ├── saved_models_local_epochs_3_r_1_0_precision_6.csv │ ├── saved_models_local_epochs_3_r_1_0_precision_7.csv │ ├── saved_models_local_epochs_5_r_0_5_precision_5.csv │ ├── saved_models_local_epochs_5_r_0_5_precision_6.csv │ ├── saved_models_local_epochs_5_r_0_5_precision_7.csv │ ├── saved_models_local_epochs_5_r_0_667_precision_5.csv │ ├── saved_models_local_epochs_5_r_0_667_precision_6.csv │ ├── saved_models_local_epochs_5_r_0_667_precision_7.csv │ ├── saved_models_local_epochs_5_r_0_833_precision_5.csv │ ├── saved_models_local_epochs_5_r_0_833_precision_6.csv │ ├── saved_models_local_epochs_5_r_0_833_precision_7.csv │ ├── saved_models_local_epochs_5_r_1_0_precision_5.csv │ ├── saved_models_local_epochs_5_r_1_0_precision_6.csv │ └── saved_models_local_epochs_5_r_1_0_precision_7.csv ├── precision__test_acc_analysis.png ├── precision__test_loss_analysis.png ├── precision__train_acc_analysis.png ├── precision__train_loss_analysis.png ├── r__test_acc_analysis.png ├── r__test_loss_analysis.png ├── r__train_acc_analysis.png └── r__train_loss_analysis.png ├── train_model.py └── variations.py /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/README.md -------------------------------------------------------------------------------- /__pycache__/load_dataset.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/__pycache__/load_dataset.cpython-37.pyc -------------------------------------------------------------------------------- /__pycache__/train_model.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/__pycache__/train_model.cpython-37.pyc -------------------------------------------------------------------------------- /analysis.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/analysis.py -------------------------------------------------------------------------------- /digits_dataset/test.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/digits_dataset/test.csv -------------------------------------------------------------------------------- /digits_dataset/test_results.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/digits_dataset/test_results.csv -------------------------------------------------------------------------------- /digits_dataset/train.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/digits_dataset/train.csv -------------------------------------------------------------------------------- /load_dataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/load_dataset.py -------------------------------------------------------------------------------- /raw_images/local_epochs_variations.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/raw_images/local_epochs_variations.png -------------------------------------------------------------------------------- /raw_images/precision_variations.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/raw_images/precision_variations.png -------------------------------------------------------------------------------- /raw_images/r_variations.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/raw_images/r_variations.png -------------------------------------------------------------------------------- /results/best_performances.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/results/best_performances.csv -------------------------------------------------------------------------------- /results/local_epochs__test_acc_analysis.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/results/local_epochs__test_acc_analysis.png -------------------------------------------------------------------------------- /results/local_epochs__test_loss_analysis.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/results/local_epochs__test_loss_analysis.png -------------------------------------------------------------------------------- /results/local_epochs__train_acc_analysis.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/results/local_epochs__train_acc_analysis.png -------------------------------------------------------------------------------- /results/local_epochs__train_loss_analysis.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/results/local_epochs__train_loss_analysis.png -------------------------------------------------------------------------------- /results/models/saved_models_local_epochs_1_r_0_5_precision_5/model_epoch_10.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/results/models/saved_models_local_epochs_1_r_0_5_precision_5/model_epoch_10.pt -------------------------------------------------------------------------------- /results/models/saved_models_local_epochs_1_r_0_5_precision_6/model_epoch_10.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/results/models/saved_models_local_epochs_1_r_0_5_precision_6/model_epoch_10.pt -------------------------------------------------------------------------------- /results/models/saved_models_local_epochs_1_r_0_5_precision_7/model_epoch_10.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/results/models/saved_models_local_epochs_1_r_0_5_precision_7/model_epoch_10.pt -------------------------------------------------------------------------------- /results/models/saved_models_local_epochs_1_r_0_667_precision_5/model_epoch_10.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/results/models/saved_models_local_epochs_1_r_0_667_precision_5/model_epoch_10.pt -------------------------------------------------------------------------------- /results/models/saved_models_local_epochs_1_r_0_667_precision_6/model_epoch_10.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/results/models/saved_models_local_epochs_1_r_0_667_precision_6/model_epoch_10.pt -------------------------------------------------------------------------------- /results/models/saved_models_local_epochs_1_r_0_667_precision_7/model_epoch_10.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/results/models/saved_models_local_epochs_1_r_0_667_precision_7/model_epoch_10.pt -------------------------------------------------------------------------------- /results/models/saved_models_local_epochs_1_r_0_833_precision_5/model_epoch_10.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/results/models/saved_models_local_epochs_1_r_0_833_precision_5/model_epoch_10.pt -------------------------------------------------------------------------------- /results/models/saved_models_local_epochs_1_r_0_833_precision_6/model_epoch_10.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/results/models/saved_models_local_epochs_1_r_0_833_precision_6/model_epoch_10.pt -------------------------------------------------------------------------------- /results/models/saved_models_local_epochs_1_r_0_833_precision_7/model_epoch_10.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/results/models/saved_models_local_epochs_1_r_0_833_precision_7/model_epoch_10.pt -------------------------------------------------------------------------------- /results/models/saved_models_local_epochs_1_r_1_0_precision_5/model_epoch_10.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/results/models/saved_models_local_epochs_1_r_1_0_precision_5/model_epoch_10.pt -------------------------------------------------------------------------------- /results/models/saved_models_local_epochs_1_r_1_0_precision_6/model_epoch_10.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/results/models/saved_models_local_epochs_1_r_1_0_precision_6/model_epoch_10.pt -------------------------------------------------------------------------------- /results/models/saved_models_local_epochs_1_r_1_0_precision_7/model_epoch_10.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/results/models/saved_models_local_epochs_1_r_1_0_precision_7/model_epoch_10.pt -------------------------------------------------------------------------------- /results/models/saved_models_local_epochs_3_r_0_5_precision_5/model_epoch_10.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/results/models/saved_models_local_epochs_3_r_0_5_precision_5/model_epoch_10.pt -------------------------------------------------------------------------------- /results/models/saved_models_local_epochs_3_r_0_5_precision_6/model_epoch_10.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/results/models/saved_models_local_epochs_3_r_0_5_precision_6/model_epoch_10.pt -------------------------------------------------------------------------------- /results/models/saved_models_local_epochs_3_r_0_5_precision_7/model_epoch_10.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/results/models/saved_models_local_epochs_3_r_0_5_precision_7/model_epoch_10.pt -------------------------------------------------------------------------------- /results/models/saved_models_local_epochs_3_r_0_667_precision_5/model_epoch_10.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/results/models/saved_models_local_epochs_3_r_0_667_precision_5/model_epoch_10.pt -------------------------------------------------------------------------------- /results/models/saved_models_local_epochs_3_r_0_667_precision_6/model_epoch_10.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/results/models/saved_models_local_epochs_3_r_0_667_precision_6/model_epoch_10.pt -------------------------------------------------------------------------------- /results/models/saved_models_local_epochs_3_r_0_667_precision_7/model_epoch_10.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/results/models/saved_models_local_epochs_3_r_0_667_precision_7/model_epoch_10.pt -------------------------------------------------------------------------------- /results/models/saved_models_local_epochs_3_r_0_833_precision_5/model_epoch_10.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/results/models/saved_models_local_epochs_3_r_0_833_precision_5/model_epoch_10.pt -------------------------------------------------------------------------------- /results/models/saved_models_local_epochs_3_r_0_833_precision_6/model_epoch_10.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/results/models/saved_models_local_epochs_3_r_0_833_precision_6/model_epoch_10.pt -------------------------------------------------------------------------------- /results/models/saved_models_local_epochs_3_r_0_833_precision_7/model_epoch_10.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/results/models/saved_models_local_epochs_3_r_0_833_precision_7/model_epoch_10.pt -------------------------------------------------------------------------------- /results/models/saved_models_local_epochs_3_r_1_0_precision_5/model_epoch_10.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/results/models/saved_models_local_epochs_3_r_1_0_precision_5/model_epoch_10.pt -------------------------------------------------------------------------------- /results/models/saved_models_local_epochs_3_r_1_0_precision_6/model_epoch_10.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/results/models/saved_models_local_epochs_3_r_1_0_precision_6/model_epoch_10.pt -------------------------------------------------------------------------------- /results/models/saved_models_local_epochs_3_r_1_0_precision_7/model_epoch_10.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/results/models/saved_models_local_epochs_3_r_1_0_precision_7/model_epoch_10.pt -------------------------------------------------------------------------------- /results/models/saved_models_local_epochs_5_r_0_5_precision_5/model_epoch_10.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/results/models/saved_models_local_epochs_5_r_0_5_precision_5/model_epoch_10.pt -------------------------------------------------------------------------------- /results/models/saved_models_local_epochs_5_r_0_5_precision_6/model_epoch_10.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/results/models/saved_models_local_epochs_5_r_0_5_precision_6/model_epoch_10.pt -------------------------------------------------------------------------------- /results/models/saved_models_local_epochs_5_r_0_5_precision_7/model_epoch_10.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/results/models/saved_models_local_epochs_5_r_0_5_precision_7/model_epoch_10.pt -------------------------------------------------------------------------------- /results/models/saved_models_local_epochs_5_r_0_667_precision_5/model_epoch_10.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/results/models/saved_models_local_epochs_5_r_0_667_precision_5/model_epoch_10.pt -------------------------------------------------------------------------------- /results/models/saved_models_local_epochs_5_r_0_667_precision_6/model_epoch_10.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/results/models/saved_models_local_epochs_5_r_0_667_precision_6/model_epoch_10.pt -------------------------------------------------------------------------------- /results/models/saved_models_local_epochs_5_r_0_667_precision_7/model_epoch_10.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/results/models/saved_models_local_epochs_5_r_0_667_precision_7/model_epoch_10.pt -------------------------------------------------------------------------------- /results/models/saved_models_local_epochs_5_r_0_833_precision_5/model_epoch_10.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/results/models/saved_models_local_epochs_5_r_0_833_precision_5/model_epoch_10.pt -------------------------------------------------------------------------------- /results/models/saved_models_local_epochs_5_r_0_833_precision_6/model_epoch_10.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/results/models/saved_models_local_epochs_5_r_0_833_precision_6/model_epoch_10.pt -------------------------------------------------------------------------------- /results/models/saved_models_local_epochs_5_r_0_833_precision_7/model_epoch_10.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/results/models/saved_models_local_epochs_5_r_0_833_precision_7/model_epoch_10.pt -------------------------------------------------------------------------------- /results/models/saved_models_local_epochs_5_r_1_0_precision_5/model_epoch_10.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/results/models/saved_models_local_epochs_5_r_1_0_precision_5/model_epoch_10.pt -------------------------------------------------------------------------------- /results/models/saved_models_local_epochs_5_r_1_0_precision_6/model_epoch_10.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/results/models/saved_models_local_epochs_5_r_1_0_precision_6/model_epoch_10.pt -------------------------------------------------------------------------------- /results/models/saved_models_local_epochs_5_r_1_0_precision_7/model_epoch_10.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/results/models/saved_models_local_epochs_5_r_1_0_precision_7/model_epoch_10.pt -------------------------------------------------------------------------------- /results/performance_metrics/saved_models_local_epochs_1_r_0_5_precision_5.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/results/performance_metrics/saved_models_local_epochs_1_r_0_5_precision_5.csv -------------------------------------------------------------------------------- /results/performance_metrics/saved_models_local_epochs_1_r_0_5_precision_6.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/results/performance_metrics/saved_models_local_epochs_1_r_0_5_precision_6.csv -------------------------------------------------------------------------------- /results/performance_metrics/saved_models_local_epochs_1_r_0_5_precision_7.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/results/performance_metrics/saved_models_local_epochs_1_r_0_5_precision_7.csv -------------------------------------------------------------------------------- /results/performance_metrics/saved_models_local_epochs_1_r_0_667_precision_5.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/results/performance_metrics/saved_models_local_epochs_1_r_0_667_precision_5.csv -------------------------------------------------------------------------------- /results/performance_metrics/saved_models_local_epochs_1_r_0_667_precision_6.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/results/performance_metrics/saved_models_local_epochs_1_r_0_667_precision_6.csv -------------------------------------------------------------------------------- /results/performance_metrics/saved_models_local_epochs_1_r_0_667_precision_7.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/results/performance_metrics/saved_models_local_epochs_1_r_0_667_precision_7.csv -------------------------------------------------------------------------------- /results/performance_metrics/saved_models_local_epochs_1_r_0_833_precision_5.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/results/performance_metrics/saved_models_local_epochs_1_r_0_833_precision_5.csv -------------------------------------------------------------------------------- /results/performance_metrics/saved_models_local_epochs_1_r_0_833_precision_6.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/results/performance_metrics/saved_models_local_epochs_1_r_0_833_precision_6.csv -------------------------------------------------------------------------------- /results/performance_metrics/saved_models_local_epochs_1_r_0_833_precision_7.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/results/performance_metrics/saved_models_local_epochs_1_r_0_833_precision_7.csv -------------------------------------------------------------------------------- /results/performance_metrics/saved_models_local_epochs_1_r_1_0_precision_5.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/results/performance_metrics/saved_models_local_epochs_1_r_1_0_precision_5.csv -------------------------------------------------------------------------------- /results/performance_metrics/saved_models_local_epochs_1_r_1_0_precision_6.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/results/performance_metrics/saved_models_local_epochs_1_r_1_0_precision_6.csv -------------------------------------------------------------------------------- /results/performance_metrics/saved_models_local_epochs_1_r_1_0_precision_7.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/results/performance_metrics/saved_models_local_epochs_1_r_1_0_precision_7.csv -------------------------------------------------------------------------------- /results/performance_metrics/saved_models_local_epochs_3_r_0_5_precision_5.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/results/performance_metrics/saved_models_local_epochs_3_r_0_5_precision_5.csv -------------------------------------------------------------------------------- /results/performance_metrics/saved_models_local_epochs_3_r_0_5_precision_6.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/results/performance_metrics/saved_models_local_epochs_3_r_0_5_precision_6.csv -------------------------------------------------------------------------------- /results/performance_metrics/saved_models_local_epochs_3_r_0_5_precision_7.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/results/performance_metrics/saved_models_local_epochs_3_r_0_5_precision_7.csv -------------------------------------------------------------------------------- /results/performance_metrics/saved_models_local_epochs_3_r_0_667_precision_5.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/results/performance_metrics/saved_models_local_epochs_3_r_0_667_precision_5.csv -------------------------------------------------------------------------------- /results/performance_metrics/saved_models_local_epochs_3_r_0_667_precision_6.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/results/performance_metrics/saved_models_local_epochs_3_r_0_667_precision_6.csv -------------------------------------------------------------------------------- /results/performance_metrics/saved_models_local_epochs_3_r_0_667_precision_7.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/results/performance_metrics/saved_models_local_epochs_3_r_0_667_precision_7.csv -------------------------------------------------------------------------------- /results/performance_metrics/saved_models_local_epochs_3_r_0_833_precision_5.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/results/performance_metrics/saved_models_local_epochs_3_r_0_833_precision_5.csv -------------------------------------------------------------------------------- /results/performance_metrics/saved_models_local_epochs_3_r_0_833_precision_6.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/results/performance_metrics/saved_models_local_epochs_3_r_0_833_precision_6.csv -------------------------------------------------------------------------------- /results/performance_metrics/saved_models_local_epochs_3_r_0_833_precision_7.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/results/performance_metrics/saved_models_local_epochs_3_r_0_833_precision_7.csv -------------------------------------------------------------------------------- /results/performance_metrics/saved_models_local_epochs_3_r_1_0_precision_5.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/results/performance_metrics/saved_models_local_epochs_3_r_1_0_precision_5.csv -------------------------------------------------------------------------------- /results/performance_metrics/saved_models_local_epochs_3_r_1_0_precision_6.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/results/performance_metrics/saved_models_local_epochs_3_r_1_0_precision_6.csv -------------------------------------------------------------------------------- /results/performance_metrics/saved_models_local_epochs_3_r_1_0_precision_7.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/results/performance_metrics/saved_models_local_epochs_3_r_1_0_precision_7.csv -------------------------------------------------------------------------------- /results/performance_metrics/saved_models_local_epochs_5_r_0_5_precision_5.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/results/performance_metrics/saved_models_local_epochs_5_r_0_5_precision_5.csv -------------------------------------------------------------------------------- /results/performance_metrics/saved_models_local_epochs_5_r_0_5_precision_6.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/results/performance_metrics/saved_models_local_epochs_5_r_0_5_precision_6.csv -------------------------------------------------------------------------------- /results/performance_metrics/saved_models_local_epochs_5_r_0_5_precision_7.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/results/performance_metrics/saved_models_local_epochs_5_r_0_5_precision_7.csv -------------------------------------------------------------------------------- /results/performance_metrics/saved_models_local_epochs_5_r_0_667_precision_5.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/results/performance_metrics/saved_models_local_epochs_5_r_0_667_precision_5.csv -------------------------------------------------------------------------------- /results/performance_metrics/saved_models_local_epochs_5_r_0_667_precision_6.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/results/performance_metrics/saved_models_local_epochs_5_r_0_667_precision_6.csv -------------------------------------------------------------------------------- /results/performance_metrics/saved_models_local_epochs_5_r_0_667_precision_7.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/results/performance_metrics/saved_models_local_epochs_5_r_0_667_precision_7.csv -------------------------------------------------------------------------------- /results/performance_metrics/saved_models_local_epochs_5_r_0_833_precision_5.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/results/performance_metrics/saved_models_local_epochs_5_r_0_833_precision_5.csv -------------------------------------------------------------------------------- /results/performance_metrics/saved_models_local_epochs_5_r_0_833_precision_6.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/results/performance_metrics/saved_models_local_epochs_5_r_0_833_precision_6.csv -------------------------------------------------------------------------------- /results/performance_metrics/saved_models_local_epochs_5_r_0_833_precision_7.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/results/performance_metrics/saved_models_local_epochs_5_r_0_833_precision_7.csv -------------------------------------------------------------------------------- /results/performance_metrics/saved_models_local_epochs_5_r_1_0_precision_5.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/results/performance_metrics/saved_models_local_epochs_5_r_1_0_precision_5.csv -------------------------------------------------------------------------------- /results/performance_metrics/saved_models_local_epochs_5_r_1_0_precision_6.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/results/performance_metrics/saved_models_local_epochs_5_r_1_0_precision_6.csv -------------------------------------------------------------------------------- /results/performance_metrics/saved_models_local_epochs_5_r_1_0_precision_7.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/results/performance_metrics/saved_models_local_epochs_5_r_1_0_precision_7.csv -------------------------------------------------------------------------------- /results/precision__test_acc_analysis.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/results/precision__test_acc_analysis.png -------------------------------------------------------------------------------- /results/precision__test_loss_analysis.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/results/precision__test_loss_analysis.png -------------------------------------------------------------------------------- /results/precision__train_acc_analysis.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/results/precision__train_acc_analysis.png -------------------------------------------------------------------------------- /results/precision__train_loss_analysis.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/results/precision__train_loss_analysis.png -------------------------------------------------------------------------------- /results/r__test_acc_analysis.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/results/r__test_acc_analysis.png -------------------------------------------------------------------------------- /results/r__test_loss_analysis.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/results/r__test_loss_analysis.png -------------------------------------------------------------------------------- /results/r__train_acc_analysis.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/results/r__train_acc_analysis.png -------------------------------------------------------------------------------- /results/r__train_loss_analysis.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/results/r__train_loss_analysis.png -------------------------------------------------------------------------------- /train_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/train_model.py -------------------------------------------------------------------------------- /variations.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/FedPAQ-MNIST-implemenation/HEAD/variations.py --------------------------------------------------------------------------------