
############################## Experiment details ##############################

dataset: femnist
dataset_dir: ../data/femnist/
output_dir: output/debug_memory_leak/fedavg_cnn-2022-08-06_22:36:21/
model: cnn
num_rounds: 200
eval_every: 10
ServerType: <class 'rayleaf.entities.server.Server'>
client_types: [(<class 'rayleaf.entities.client.Client'>, 100)]
clients_per_round: 10
client_lr: 0.06
batch_size: 64
seed: 0
use_val_set: False
num_epochs: 10
gpus_per_client_cluster: 1
num_client_clusters: 2
save_model: False

############################## Simulation ##############################

Spawning 2 ClientClusters using cuda device (this may take a while)
100 total clients: 100 Clients

>>> Training Accuracy: Round 0 <<<
+------------+------------+-------------------+-------------------+
|    average |     median |   10th percentile |   90th percentile |
|------------+------------+-------------------+-------------------|
| 0.00254635 | 0.00292398 |                 0 |        0.00377645 |
+------------+------------+-------------------+-------------------+
>>> Test Accuracy: Round 0 <<<
+------------+----------+-------------------+-------------------+
|    average |   median |   10th percentile |   90th percentile |
|------------+----------+-------------------+-------------------|
| 0.00330761 |        0 |                 0 |         0.0239286 |
+------------+----------+-------------------+-------------------+
--- Round 1 of 200: Training 10 clients: 10 Clients ---
--- Round 2 of 200: Training 10 clients: 10 Clients ---
--- Round 3 of 200: Training 10 clients: 10 Clients ---
--- Round 4 of 200: Training 10 clients: 10 Clients ---
--- Round 5 of 200: Training 10 clients: 10 Clients ---
--- Round 6 of 200: Training 10 clients: 10 Clients ---
--- Round 7 of 200: Training 10 clients: 10 Clients ---
--- Round 8 of 200: Training 10 clients: 10 Clients ---
--- Round 9 of 200: Training 10 clients: 10 Clients ---
--- Round 10 of 200: Training 10 clients: 10 Clients ---
>>> Training Accuracy: Round 10 <<<
+-----------+----------+-------------------+-------------------+
|   average |   median |   10th percentile |   90th percentile |
|-----------+----------+-------------------+-------------------|
|  0.566779 | 0.578389 |          0.419796 |          0.686984 |
+-----------+----------+-------------------+-------------------+
>>> Test Accuracy: Round 10 <<<
+-----------+----------+-------------------+-------------------+
|   average |   median |   10th percentile |   90th percentile |
|-----------+----------+-------------------+-------------------|
|  0.560915 | 0.571429 |          0.382996 |          0.714652 |
+-----------+----------+-------------------+-------------------+
--- Round 11 of 200: Training 10 clients: 10 Clients ---
--- Round 12 of 200: Training 10 clients: 10 Clients ---
--- Round 13 of 200: Training 10 clients: 10 Clients ---
--- Round 14 of 200: Training 10 clients: 10 Clients ---
--- Round 15 of 200: Training 10 clients: 10 Clients ---
--- Round 16 of 200: Training 10 clients: 10 Clients ---
--- Round 17 of 200: Training 10 clients: 10 Clients ---
--- Round 18 of 200: Training 10 clients: 10 Clients ---
--- Round 19 of 200: Training 10 clients: 10 Clients ---
--- Round 20 of 200: Training 10 clients: 10 Clients ---
>>> Training Accuracy: Round 20 <<<
+-----------+----------+-------------------+-------------------+
|   average |   median |   10th percentile |   90th percentile |
|-----------+----------+-------------------+-------------------|
|  0.709685 |  0.72902 |          0.543257 |          0.806382 |
+-----------+----------+-------------------+-------------------+
>>> Test Accuracy: Round 20 <<<
+-----------+----------+-------------------+-------------------+
|   average |   median |   10th percentile |   90th percentile |
|-----------+----------+-------------------+-------------------|
|  0.710584 | 0.707115 |          0.498837 |          0.872115 |
+-----------+----------+-------------------+-------------------+
--- Round 21 of 200: Training 10 clients: 10 Clients ---
--- Round 22 of 200: Training 10 clients: 10 Clients ---
--- Round 23 of 200: Training 10 clients: 10 Clients ---
--- Round 24 of 200: Training 10 clients: 10 Clients ---
--- Round 25 of 200: Training 10 clients: 10 Clients ---
--- Round 26 of 200: Training 10 clients: 10 Clients ---
--- Round 27 of 200: Training 10 clients: 10 Clients ---
--- Round 28 of 200: Training 10 clients: 10 Clients ---
--- Round 29 of 200: Training 10 clients: 10 Clients ---
--- Round 30 of 200: Training 10 clients: 10 Clients ---
>>> Training Accuracy: Round 30 <<<
+-----------+----------+-------------------+-------------------+
|   average |   median |   10th percentile |   90th percentile |
|-----------+----------+-------------------+-------------------|
|  0.750116 | 0.761074 |          0.631661 |          0.841711 |
+-----------+----------+-------------------+-------------------+
>>> Test Accuracy: Round 30 <<<
+-----------+----------+-------------------+-------------------+
|   average |   median |   10th percentile |   90th percentile |
|-----------+----------+-------------------+-------------------|
|  0.751378 | 0.760367 |          0.587307 |          0.894918 |
+-----------+----------+-------------------+-------------------+
--- Round 31 of 200: Training 10 clients: 10 Clients ---
--- Round 32 of 200: Training 10 clients: 10 Clients ---
--- Round 33 of 200: Training 10 clients: 10 Clients ---
--- Round 34 of 200: Training 10 clients: 10 Clients ---
--- Round 35 of 200: Training 10 clients: 10 Clients ---
--- Round 36 of 200: Training 10 clients: 10 Clients ---
--- Round 37 of 200: Training 10 clients: 10 Clients ---
--- Round 38 of 200: Training 10 clients: 10 Clients ---
--- Round 39 of 200: Training 10 clients: 10 Clients ---
--- Round 40 of 200: Training 10 clients: 10 Clients ---
>>> Training Accuracy: Round 40 <<<
+-----------+----------+-------------------+-------------------+
|   average |   median |   10th percentile |   90th percentile |
|-----------+----------+-------------------+-------------------|
|  0.728162 | 0.748737 |          0.588845 |          0.835422 |
+-----------+----------+-------------------+-------------------+
>>> Test Accuracy: Round 40 <<<
+-----------+----------+-------------------+-------------------+
|   average |   median |   10th percentile |   90th percentile |
|-----------+----------+-------------------+-------------------|
|  0.720507 | 0.739389 |          0.528852 |          0.880952 |
+-----------+----------+-------------------+-------------------+
--- Round 41 of 200: Training 10 clients: 10 Clients ---
--- Round 42 of 200: Training 10 clients: 10 Clients ---
--- Round 43 of 200: Training 10 clients: 10 Clients ---
--- Round 44 of 200: Training 10 clients: 10 Clients ---
--- Round 45 of 200: Training 10 clients: 10 Clients ---
--- Round 46 of 200: Training 10 clients: 10 Clients ---
--- Round 47 of 200: Training 10 clients: 10 Clients ---
--- Round 48 of 200: Training 10 clients: 10 Clients ---
--- Round 49 of 200: Training 10 clients: 10 Clients ---
--- Round 50 of 200: Training 10 clients: 10 Clients ---
>>> Training Accuracy: Round 50 <<<
+-----------+----------+-------------------+-------------------+
|   average |   median |   10th percentile |   90th percentile |
|-----------+----------+-------------------+-------------------|
|  0.805888 | 0.819276 |          0.702448 |          0.881269 |
+-----------+----------+-------------------+-------------------+
>>> Test Accuracy: Round 50 <<<
+-----------+----------+-------------------+-------------------+
|   average |   median |   10th percentile |   90th percentile |
|-----------+----------+-------------------+-------------------|
|  0.792172 | 0.819805 |          0.626754 |          0.900476 |
+-----------+----------+-------------------+-------------------+
--- Round 51 of 200: Training 10 clients: 10 Clients ---
--- Round 52 of 200: Training 10 clients: 10 Clients ---
--- Round 53 of 200: Training 10 clients: 10 Clients ---
--- Round 54 of 200: Training 10 clients: 10 Clients ---
--- Round 55 of 200: Training 10 clients: 10 Clients ---
--- Round 56 of 200: Training 10 clients: 10 Clients ---
--- Round 57 of 200: Training 10 clients: 10 Clients ---
--- Round 58 of 200: Training 10 clients: 10 Clients ---
--- Round 59 of 200: Training 10 clients: 10 Clients ---
--- Round 60 of 200: Training 10 clients: 10 Clients ---
>>> Training Accuracy: Round 60 <<<
+-----------+----------+-------------------+-------------------+
|   average |   median |   10th percentile |   90th percentile |
|-----------+----------+-------------------+-------------------|
|  0.818464 | 0.832489 |           0.73875 |          0.897653 |
+-----------+----------+-------------------+-------------------+
>>> Test Accuracy: Round 60 <<<
+-----------+----------+-------------------+-------------------+
|   average |   median |   10th percentile |   90th percentile |
|-----------+----------+-------------------+-------------------|
|  0.801819 | 0.816986 |          0.656811 |          0.910287 |
+-----------+----------+-------------------+-------------------+
--- Round 61 of 200: Training 10 clients: 10 Clients ---
--- Round 62 of 200: Training 10 clients: 10 Clients ---
--- Round 63 of 200: Training 10 clients: 10 Clients ---
--- Round 64 of 200: Training 10 clients: 10 Clients ---
--- Round 65 of 200: Training 10 clients: 10 Clients ---
--- Round 66 of 200: Training 10 clients: 10 Clients ---
--- Round 67 of 200: Training 10 clients: 10 Clients ---
--- Round 68 of 200: Training 10 clients: 10 Clients ---
--- Round 69 of 200: Training 10 clients: 10 Clients ---
--- Round 70 of 200: Training 10 clients: 10 Clients ---
>>> Training Accuracy: Round 70 <<<
+-----------+----------+-------------------+-------------------+
|   average |   median |   10th percentile |   90th percentile |
|-----------+----------+-------------------+-------------------|
|   0.83132 | 0.842268 |           0.73406 |          0.911131 |
+-----------+----------+-------------------+-------------------+
>>> Test Accuracy: Round 70 <<<
+-----------+----------+-------------------+-------------------+
|   average |   median |   10th percentile |   90th percentile |
|-----------+----------+-------------------+-------------------|
|  0.807056 | 0.822021 |          0.652747 |          0.912017 |
+-----------+----------+-------------------+-------------------+
--- Round 71 of 200: Training 10 clients: 10 Clients ---
--- Round 72 of 200: Training 10 clients: 10 Clients ---
--- Round 73 of 200: Training 10 clients: 10 Clients ---
--- Round 74 of 200: Training 10 clients: 10 Clients ---
--- Round 75 of 200: Training 10 clients: 10 Clients ---
--- Round 76 of 200: Training 10 clients: 10 Clients ---
--- Round 77 of 200: Training 10 clients: 10 Clients ---
--- Round 78 of 200: Training 10 clients: 10 Clients ---
--- Round 79 of 200: Training 10 clients: 10 Clients ---
--- Round 80 of 200: Training 10 clients: 10 Clients ---
>>> Training Accuracy: Round 80 <<<
+-----------+----------+-------------------+-------------------+
|   average |   median |   10th percentile |   90th percentile |
|-----------+----------+-------------------+-------------------|
|  0.840698 | 0.856104 |          0.745457 |          0.916364 |
+-----------+----------+-------------------+-------------------+
>>> Test Accuracy: Round 80 <<<
+-----------+----------+-------------------+-------------------+
|   average |   median |   10th percentile |   90th percentile |
|-----------+----------+-------------------+-------------------|
|   0.81312 | 0.822876 |          0.665789 |          0.914962 |
+-----------+----------+-------------------+-------------------+
--- Round 81 of 200: Training 10 clients: 10 Clients ---
--- Round 82 of 200: Training 10 clients: 10 Clients ---
--- Round 83 of 200: Training 10 clients: 10 Clients ---
--- Round 84 of 200: Training 10 clients: 10 Clients ---
--- Round 85 of 200: Training 10 clients: 10 Clients ---
--- Round 86 of 200: Training 10 clients: 10 Clients ---
--- Round 87 of 200: Training 10 clients: 10 Clients ---
--- Round 88 of 200: Training 10 clients: 10 Clients ---
--- Round 89 of 200: Training 10 clients: 10 Clients ---
--- Round 90 of 200: Training 10 clients: 10 Clients ---
>>> Training Accuracy: Round 90 <<<
+-----------+----------+-------------------+-------------------+
|   average |   median |   10th percentile |   90th percentile |
|-----------+----------+-------------------+-------------------|
|  0.846132 | 0.858936 |          0.738282 |          0.917632 |
+-----------+----------+-------------------+-------------------+
>>> Test Accuracy: Round 90 <<<
+-----------+----------+-------------------+-------------------+
|   average |   median |   10th percentile |   90th percentile |
|-----------+----------+-------------------+-------------------|
|   0.81753 | 0.839809 |          0.695694 |          0.923269 |
+-----------+----------+-------------------+-------------------+
--- Round 91 of 200: Training 10 clients: 10 Clients ---
--- Round 92 of 200: Training 10 clients: 10 Clients ---
--- Round 93 of 200: Training 10 clients: 10 Clients ---
--- Round 94 of 200: Training 10 clients: 10 Clients ---
--- Round 95 of 200: Training 10 clients: 10 Clients ---
--- Round 96 of 200: Training 10 clients: 10 Clients ---
--- Round 97 of 200: Training 10 clients: 10 Clients ---
--- Round 98 of 200: Training 10 clients: 10 Clients ---
--- Round 99 of 200: Training 10 clients: 10 Clients ---
--- Round 100 of 200: Training 10 clients: 10 Clients ---
>>> Training Accuracy: Round 100 <<<
+-----------+----------+-------------------+-------------------+
|   average |   median |   10th percentile |   90th percentile |
|-----------+----------+-------------------+-------------------|
|  0.846784 | 0.864854 |          0.738896 |          0.915174 |
+-----------+----------+-------------------+-------------------+
>>> Test Accuracy: Round 100 <<<
+-----------+----------+-------------------+-------------------+
|   average |   median |   10th percentile |   90th percentile |
|-----------+----------+-------------------+-------------------|
|  0.815325 |  0.83871 |          0.665789 |          0.927003 |
+-----------+----------+-------------------+-------------------+
--- Round 101 of 200: Training 10 clients: 10 Clients ---
--- Round 102 of 200: Training 10 clients: 10 Clients ---
--- Round 103 of 200: Training 10 clients: 10 Clients ---
--- Round 104 of 200: Training 10 clients: 10 Clients ---
--- Round 105 of 200: Training 10 clients: 10 Clients ---
--- Round 106 of 200: Training 10 clients: 10 Clients ---
--- Round 107 of 200: Training 10 clients: 10 Clients ---
--- Round 108 of 200: Training 10 clients: 10 Clients ---
--- Round 109 of 200: Training 10 clients: 10 Clients ---
--- Round 110 of 200: Training 10 clients: 10 Clients ---
>>> Training Accuracy: Round 110 <<<
+-----------+----------+-------------------+-------------------+
|   average |   median |   10th percentile |   90th percentile |
|-----------+----------+-------------------+-------------------|
|  0.860976 | 0.874048 |          0.770125 |          0.927909 |
+-----------+----------+-------------------+-------------------+
>>> Test Accuracy: Round 110 <<<
+-----------+----------+-------------------+-------------------+
|   average |   median |   10th percentile |   90th percentile |
|-----------+----------+-------------------+-------------------|
|  0.829107 | 0.858804 |          0.691498 |           0.92717 |
+-----------+----------+-------------------+-------------------+
--- Round 111 of 200: Training 10 clients: 10 Clients ---
--- Round 112 of 200: Training 10 clients: 10 Clients ---
--- Round 113 of 200: Training 10 clients: 10 Clients ---
--- Round 114 of 200: Training 10 clients: 10 Clients ---
--- Round 115 of 200: Training 10 clients: 10 Clients ---
--- Round 116 of 200: Training 10 clients: 10 Clients ---
--- Round 117 of 200: Training 10 clients: 10 Clients ---
--- Round 118 of 200: Training 10 clients: 10 Clients ---
--- Round 119 of 200: Training 10 clients: 10 Clients ---
--- Round 120 of 200: Training 10 clients: 10 Clients ---
>>> Training Accuracy: Round 120 <<<
+-----------+----------+-------------------+-------------------+
|   average |   median |   10th percentile |   90th percentile |
|-----------+----------+-------------------+-------------------|
|  0.863118 | 0.881177 |          0.780338 |          0.928738 |
+-----------+----------+-------------------+-------------------+
>>> Test Accuracy: Round 120 <<<
+-----------+----------+-------------------+-------------------+
|   average |   median |   10th percentile |   90th percentile |
|-----------+----------+-------------------+-------------------|
|  0.830761 | 0.835271 |          0.699697 |          0.931946 |
+-----------+----------+-------------------+-------------------+
--- Round 121 of 200: Training 10 clients: 10 Clients ---
--- Round 122 of 200: Training 10 clients: 10 Clients ---
--- Round 123 of 200: Training 10 clients: 10 Clients ---
--- Round 124 of 200: Training 10 clients: 10 Clients ---
--- Round 125 of 200: Training 10 clients: 10 Clients ---
--- Round 126 of 200: Training 10 clients: 10 Clients ---
--- Round 127 of 200: Training 10 clients: 10 Clients ---
--- Round 128 of 200: Training 10 clients: 10 Clients ---
--- Round 129 of 200: Training 10 clients: 10 Clients ---
--- Round 130 of 200: Training 10 clients: 10 Clients ---
>>> Training Accuracy: Round 130 <<<
+-----------+----------+-------------------+-------------------+
|   average |   median |   10th percentile |   90th percentile |
|-----------+----------+-------------------+-------------------|
|  0.871347 | 0.881723 |          0.790008 |          0.927954 |
+-----------+----------+-------------------+-------------------+
>>> Test Accuracy: Round 130 <<<
+-----------+----------+-------------------+-------------------+
|   average |   median |   10th percentile |   90th percentile |
|-----------+----------+-------------------+-------------------|
|  0.836273 | 0.848485 |             0.722 |             0.925 |
+-----------+----------+-------------------+-------------------+
--- Round 131 of 200: Training 10 clients: 10 Clients ---
--- Round 132 of 200: Training 10 clients: 10 Clients ---
--- Round 133 of 200: Training 10 clients: 10 Clients ---
--- Round 134 of 200: Training 10 clients: 10 Clients ---
--- Round 135 of 200: Training 10 clients: 10 Clients ---
--- Round 136 of 200: Training 10 clients: 10 Clients ---
--- Round 137 of 200: Training 10 clients: 10 Clients ---
--- Round 138 of 200: Training 10 clients: 10 Clients ---
--- Round 139 of 200: Training 10 clients: 10 Clients ---
--- Round 140 of 200: Training 10 clients: 10 Clients ---
>>> Training Accuracy: Round 140 <<<
+-----------+----------+-------------------+-------------------+
|   average |   median |   10th percentile |   90th percentile |
|-----------+----------+-------------------+-------------------|
|  0.876937 | 0.885226 |          0.811546 |          0.936175 |
+-----------+----------+-------------------+-------------------+
>>> Test Accuracy: Round 140 <<<
+-----------+----------+-------------------+-------------------+
|   average |   median |   10th percentile |   90th percentile |
|-----------+----------+-------------------+-------------------|
|  0.840959 | 0.853659 |          0.707174 |          0.927003 |
+-----------+----------+-------------------+-------------------+
--- Round 141 of 200: Training 10 clients: 10 Clients ---
--- Round 142 of 200: Training 10 clients: 10 Clients ---
--- Round 143 of 200: Training 10 clients: 10 Clients ---
--- Round 144 of 200: Training 10 clients: 10 Clients ---
--- Round 145 of 200: Training 10 clients: 10 Clients ---
--- Round 146 of 200: Training 10 clients: 10 Clients ---
--- Round 147 of 200: Training 10 clients: 10 Clients ---
--- Round 148 of 200: Training 10 clients: 10 Clients ---
--- Round 149 of 200: Training 10 clients: 10 Clients ---
--- Round 150 of 200: Training 10 clients: 10 Clients ---
>>> Training Accuracy: Round 150 <<<
+-----------+----------+-------------------+-------------------+
|   average |   median |   10th percentile |   90th percentile |
|-----------+----------+-------------------+-------------------|
|  0.877496 |  0.88783 |          0.792329 |          0.942151 |
+-----------+----------+-------------------+-------------------+
>>> Test Accuracy: Round 150 <<<
+-----------+----------+-------------------+-------------------+
|   average |   median |   10th percentile |   90th percentile |
|-----------+----------+-------------------+-------------------|
|  0.840959 | 0.862374 |          0.709171 |          0.947368 |
+-----------+----------+-------------------+-------------------+
--- Round 151 of 200: Training 10 clients: 10 Clients ---
--- Round 152 of 200: Training 10 clients: 10 Clients ---
--- Round 153 of 200: Training 10 clients: 10 Clients ---
--- Round 154 of 200: Training 10 clients: 10 Clients ---
--- Round 155 of 200: Training 10 clients: 10 Clients ---
--- Round 156 of 200: Training 10 clients: 10 Clients ---
--- Round 157 of 200: Training 10 clients: 10 Clients ---
--- Round 158 of 200: Training 10 clients: 10 Clients ---
--- Round 159 of 200: Training 10 clients: 10 Clients ---
--- Round 160 of 200: Training 10 clients: 10 Clients ---
>>> Training Accuracy: Round 160 <<<
+-----------+----------+-------------------+-------------------+
|   average |   median |   10th percentile |   90th percentile |
|-----------+----------+-------------------+-------------------|
|   0.88262 | 0.891535 |          0.810062 |           0.94167 |
+-----------+----------+-------------------+-------------------+
>>> Test Accuracy: Round 160 <<<
+-----------+----------+-------------------+-------------------+
|   average |   median |   10th percentile |   90th percentile |
|-----------+----------+-------------------+-------------------|
|  0.842613 |   0.8533 |          0.709171 |          0.932754 |
+-----------+----------+-------------------+-------------------+
--- Round 161 of 200: Training 10 clients: 10 Clients ---
--- Round 162 of 200: Training 10 clients: 10 Clients ---
--- Round 163 of 200: Training 10 clients: 10 Clients ---
--- Round 164 of 200: Training 10 clients: 10 Clients ---
--- Round 165 of 200: Training 10 clients: 10 Clients ---
--- Round 166 of 200: Training 10 clients: 10 Clients ---
--- Round 167 of 200: Training 10 clients: 10 Clients ---
--- Round 168 of 200: Training 10 clients: 10 Clients ---
--- Round 169 of 200: Training 10 clients: 10 Clients ---
--- Round 170 of 200: Training 10 clients: 10 Clients ---
>>> Training Accuracy: Round 170 <<<
+-----------+----------+-------------------+-------------------+
|   average |   median |   10th percentile |   90th percentile |
|-----------+----------+-------------------+-------------------|
|  0.883924 | 0.894578 |          0.822852 |          0.938626 |
+-----------+----------+-------------------+-------------------+
>>> Test Accuracy: Round 170 <<<
+-----------+----------+-------------------+-------------------+
|   average |   median |   10th percentile |   90th percentile |
|-----------+----------+-------------------+-------------------|
|  0.841786 | 0.848077 |          0.704991 |          0.947503 |
+-----------+----------+-------------------+-------------------+
--- Round 171 of 200: Training 10 clients: 10 Clients ---
--- Round 172 of 200: Training 10 clients: 10 Clients ---
--- Round 173 of 200: Training 10 clients: 10 Clients ---
--- Round 174 of 200: Training 10 clients: 10 Clients ---
--- Round 175 of 200: Training 10 clients: 10 Clients ---
--- Round 176 of 200: Training 10 clients: 10 Clients ---
--- Round 177 of 200: Training 10 clients: 10 Clients ---
--- Round 178 of 200: Training 10 clients: 10 Clients ---
--- Round 179 of 200: Training 10 clients: 10 Clients ---
--- Round 180 of 200: Training 10 clients: 10 Clients ---
>>> Training Accuracy: Round 180 <<<
+-----------+----------+-------------------+-------------------+
|   average |   median |   10th percentile |   90th percentile |
|-----------+----------+-------------------+-------------------|
|  0.889234 |  0.90282 |          0.804022 |          0.951312 |
+-----------+----------+-------------------+-------------------+
>>> Test Accuracy: Round 180 <<<
+-----------+----------+-------------------+-------------------+
|   average |   median |   10th percentile |   90th percentile |
|-----------+----------+-------------------+-------------------|
|  0.847299 | 0.855042 |          0.719429 |          0.947754 |
+-----------+----------+-------------------+-------------------+
--- Round 181 of 200: Training 10 clients: 10 Clients ---
--- Round 182 of 200: Training 10 clients: 10 Clients ---
--- Round 183 of 200: Training 10 clients: 10 Clients ---
--- Round 184 of 200: Training 10 clients: 10 Clients ---
--- Round 185 of 200: Training 10 clients: 10 Clients ---
--- Round 186 of 200: Training 10 clients: 10 Clients ---
--- Round 187 of 200: Training 10 clients: 10 Clients ---
--- Round 188 of 200: Training 10 clients: 10 Clients ---
--- Round 189 of 200: Training 10 clients: 10 Clients ---
--- Round 190 of 200: Training 10 clients: 10 Clients ---
>>> Training Accuracy: Round 190 <<<
+-----------+----------+-------------------+-------------------+
|   average |   median |   10th percentile |   90th percentile |
|-----------+----------+-------------------+-------------------|
|   0.89442 | 0.907388 |          0.817436 |          0.947129 |
+-----------+----------+-------------------+-------------------+
>>> Test Accuracy: Round 190 <<<
+-----------+----------+-------------------+-------------------+
|   average |   median |   10th percentile |   90th percentile |
|-----------+----------+-------------------+-------------------|
|  0.848126 | 0.858804 |          0.736235 |          0.946088 |
+-----------+----------+-------------------+-------------------+
--- Round 191 of 200: Training 10 clients: 10 Clients ---
--- Round 192 of 200: Training 10 clients: 10 Clients ---
--- Round 193 of 200: Training 10 clients: 10 Clients ---
--- Round 194 of 200: Training 10 clients: 10 Clients ---
--- Round 195 of 200: Training 10 clients: 10 Clients ---
--- Round 196 of 200: Training 10 clients: 10 Clients ---
--- Round 197 of 200: Training 10 clients: 10 Clients ---
--- Round 198 of 200: Training 10 clients: 10 Clients ---
--- Round 199 of 200: Training 10 clients: 10 Clients ---
--- Round 200 of 200: Training 10 clients: 10 Clients ---
>>> Training Accuracy: Round 200 <<<
+-----------+----------+-------------------+-------------------+
|   average |   median |   10th percentile |   90th percentile |
|-----------+----------+-------------------+-------------------|
|  0.893271 | 0.904241 |           0.79846 |          0.946651 |
+-----------+----------+-------------------+-------------------+
>>> Test Accuracy: Round 200 <<<
+-----------+----------+-------------------+-------------------+
|   average |   median |   10th percentile |   90th percentile |
|-----------+----------+-------------------+-------------------|
|  0.848126 | 0.872984 |          0.709474 |          0.923792 |
+-----------+----------+-------------------+-------------------+

############################## Post-Simulation ##############################

Total Experiment time: 0:11:49.350421
