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plots.txt
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comparison of rounds of consensus
=================================
MNIST 125
mnist_svm_fog_uniform_non_iid_1_num_workers_125_lr_0.01_batch_480_laplace_1_2_5_15_30_0.6_1.0_2.eps
MNIST 625
mnist_svm_fog_uniform_non_iid_1_num_workers_625_lr_0.01_batch_96_laplace_1_2_5_15_30_graph_multi_1.0_2.eps
FMNIST 125
fmnist_svm_fog_uniform_non_iid_1_num_workers_125_lr_0.01_batch_480_laplace_1_2_5_15_30_0.6_1.0_2.eps
FMNIST 625
fmnist_svm_fog_uniform_non_iid_1_num_workers_625_lr_0.01_batch_96_laplace_1_2_5_15_30_graph_multi_1.0_2.eps
effect of lr decay on convergence
=================================
MNIST 125
mnist_svm_fog_uniform_non_iid_1_num_workers_125_lr_0.01_batch_480_laplace_factor_32.eps
MNIST 625
fmnist_svm_fog_uniform_non_iid_1_num_workers_625_lr_0.01_batch_96_laplace_factor_32.eps
FMNIST 125
fmnist_svm_fog_uniform_non_iid_1_num_workers_125_lr_0.01_batch_480_laplace_factor_32.eps
FMNIST 625
fmnist_svm_fog_uniform_non_iid_1_num_workers_625_lr_0.01_batch_96_laplace_factor_32.eps
effect of varying sigma
=======================
MNIST 125
mnist_svm_fog_uniform_non_iid_10_num_workers_125_lr_0.01_decay_0.1_batch_480_laplace_alphas_0.01_0.1_0.6_0.9_radius_graph_multi_d2d_1.0_factor_2_alpha.eps
mnist_svm_fog_uniform_non_iid_1_num_workers_125_lr_0.01_decay_0.1_batch_480_laplace_alphas_0.01_0.1_0.6_0.9_radius_graph_multi_d2d_1.0_factor_2_alpha.eps
MNIST 625
fmnist_svm_fog_uniform_non_iid_10_num_workers_625_lr_0.01_decay_0.1_batch_96_laplace_alphas_0.01_0.1_0.6_0.9_radius_graph_multi_d2d_1.0_factor_2_alpha.eps
fmnist_svm_fog_uniform_non_iid_1_num_workers_625_lr_0.01_decay_0.1_batch_96_laplace_alphas_0.01_0.1_0.6_0.9_radius_graph_multi_d2d_1.0_factor_2_alpha.eps
FMNIST 125
fmnist_svm_fog_uniform_non_iid_10_num_workers_125_lr_0.01_decay_0.1_batch_480_laplace_alphas_0.01_0.1_0.6_0.9_radius_graph_multi_d2d_1.0_factor_2_alpha.eps
fmnist_svm_fog_uniform_non_iid_1_num_workers_125_lr_0.01_decay_0.1_batch_480_laplace_alphas_0.01_0.1_0.6_0.9_radius_graph_multi_d2d_1.0_factor_2_alpha.eps
FMNIST 625
fmnist_svm_fog_uniform_non_iid_10_num_workers_625_lr_0.01_decay_0.1_batch_96_laplace_alphas_0.01_0.1_0.6_0.9_radius_graph_multi_d2d_1.0_factor_2_alpha.eps
fmnist_svm_fog_uniform_non_iid_1_num_workers_625_lr_0.01_decay_0.1_batch_96_laplace_alphas_0.01_0.1_0.6_0.9_radius_graph_multi_d2d_1.0_factor_2_alpha.eps
Comparison Deltas
================
MNIST 125
mnist_svm_fog_uniform_non_iid_10_num_workers_125_lr_0.01_batch_480_laplace_alpha_0.9_radius_graph_multi_d2d_1.0_factor_4_deltas_0.99_0.95_0.9_0.8_omega_1.1.eps
mnist_svm_fog_uniform_non_iid_1_num_workers_125_lr_0.01_batch_480_laplace_alpha_0.9_radius_graph_multi_d2d_1.0_factor_4_deltas_0.99_0.95_0.9_0.8_omega_1.1.eps
MNIST 625
mnist_svm_fog_uniform_non_iid_10_num_workers_625_lr_0.01_batch_96_laplace_alpha_0.9_radius_graph_multi_d2d_1.0_factor_4_deltas_0.99_0.95_0.9_0.8_omega_1.1.eps
mnist_svm_fog_uniform_non_iid_1_num_workers_625_lr_0.01_batch_96_laplace_alpha_0.9_radius_graph_multi_d2d_1.0_factor_4_deltas_0.99_0.95_0.9_0.8_omega_1.1.eps
FMNIST 125
fmnist_svm_fog_uniform_non_iid_10_num_workers_125_lr_0.01_batch_480_laplace_alpha_0.9_radius_graph_multi_d2d_1.0_factor_4_deltas_0.99_0.95_0.9_0.8_omega_1.1.eps
fmnist_svm_fog_uniform_non_iid_1_num_workers_125_lr_0.01_batch_480_laplace_alpha_0.9_radius_graph_multi_d2d_1.0_factor_4_deltas_0.99_0.95_0.9_0.8_omega_1.1.eps
FMNIST 625
fmnist_svm_fog_uniform_non_iid_10_num_workers_625_lr_0.01_batch_96_laplace_alpha_0.9_radius_graph_multi_d2d_1.0_factor_4_deltas_0.99_0.95_0.9_0.8_omega_1.1.eps
fmnist_svm_fog_uniform_non_iid_1_num_workers_625_lr_0.01_batch_96_laplace_alpha_0.9_radius_graph_multi_d2d_1.0_factor_4_deltas_0.99_0.95_0.9_0.8_omega_1.1.eps
Comparison psis
===============
MNIST 125
fmnist_fcn_fog_uniform_non_iid_1_num_workers_125_lr_0.01_batch_480_laplace_alpha_0.9_radius_graph_multi_d2d_1.0_factor_2_psis_100000.0_10000.0_1000.0_100.0_10.0.eps
mnist_fcn_fog_uniform_non_iid_1_num_workers_125_lr_0.01_batch_480_laplace_alpha_0.9_radius_graph_multi_d2d_1.0_factor_2_psis_100000.0_10000.0_1000.0_100.0_10.0.eps
MNIST 625
mnist_fcn_fog_uniform_non_iid_10_num_workers_625_lr_0.01_batch_96_laplace_alpha_0.9_radius_graph_multi_d2d_1.0_factor_2_psis_100000.0_10000.0_1000.0_100.0_10.0.eps
mnist_fcn_fog_uniform_non_iid_1_num_workers_625_lr_0.01_batch_96_laplace_alpha_0.9_radius_graph_multi_d2d_1.0_factor_2_psis_100000.0_10000.0_1000.0_100.0_10.0.eps
FMNIST 125
fmnist_fcn_fog_uniform_non_iid_10_num_workers_125_lr_0.01_batch_480_laplace_alpha_0.9_radius_graph_multi_d2d_1.0_factor_2_psis_100000.0_10000.0_1000.0_100.0_10.0.eps
fmnist_fcn_fog_uniform_non_iid_1_num_workers_125_lr_0.01_batch_480_laplace_alpha_0.9_radius_graph_multi_d2d_1.0_factor_2_psis_100000.0_10000.0_1000.0_100.0_10.0.eps
FMNIST 625
fmnist_fcn_fog_uniform_non_iid_10_num_workers_625_lr_0.01_batch_96_laplace_alpha_0.9_radius_graph_multi_d2d_1.0_factor_2_psis_100000.0_10000.0_1000.0_100.0_10.0.eps
fmnist_fcn_fog_uniform_non_iid_1_num_workers_125_lr_0.01_batch_480_laplace_alpha_0.9_radius_graph_multi_d2d_1.0_factor_2_psis_100000.0_10000.0_1000.0_100.0_10.0.eps
Comparison theory practice
==========================
MNIST 125
comparison_eut_lut_power_mnist_125.eps
MNIST 625
comparison_eut_lut_power_mnist_625.eps
FMNIST 125
comparison_eut_lut_power_fmnist_125.eps
FMNIST 625
comparison_eut_lut_power_fmnist_625.eps
Comparsion power consumption
============================
MNIST 125
comparison_eut_lut_power_mnist_125.eps
MNIST 625
comparison_eut_lut_power_mnist_625.eps
FMNIST 125
comparison_eut_lut_power_fmnist_125.eps
FMNIST 625
comparison_eut_lut_power_fmnist_625.eps
Comparison parameters accumulated
=================================
MNIST 125
comparison_eut_lut_power_mnist_125.eps
MNIST 625
comparison_eut_lut_power_mnist_625.eps
FMNIST 125
comparison_eut_lut_power_fmnist_125.eps
FMNIST 625
comparison_eut_lut_power_fmnist_625.eps