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

dataset: femnist
dataset_dir: ../data/femnist/
output_dir: output/rsvd_r1024_cnn-2022-08-03_21:36:13/
model: cnn
num_rounds: 5
eval_every: 1
ServerType: <class 'nla_cnn_exp.nla_cnn.<locals>.make_comp_server_client.<locals>.CompServer'>
client_types: [(<class 'nla_cnn_exp.nla_cnn.<locals>.make_comp_server_client.<locals>.CompClient'>, 1)]
clients_per_round: 1
client_lr: 0.06
batch_size: 64
seed: 0
use_val_set: False
num_epochs: 10
gpus_per_client_cluster: 1
num_client_clusters: 1
save_model: False

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

Spawning 1 ClientClusters using cuda device (this may take a while)
1 total clients: 1 CompClient

>>> Training Accuracy: Round 0 <<<
+------------+------------+-------------------+-------------------+
|    average |     median |   10th percentile |   90th percentile |
|------------+------------+-------------------+-------------------|
| 0.00290698 | 0.00290698 |        0.00290698 |        0.00290698 |
+------------+------------+-------------------+-------------------+
>>> Test Accuracy: Round 0 <<<
+-----------+----------+-------------------+-------------------+
|   average |   median |   10th percentile |   90th percentile |
|-----------+----------+-------------------+-------------------|
|         0 |        0 |                 0 |                 0 |
+-----------+----------+-------------------+-------------------+
--- Round 1 of 5: Training 1 clients: 1 CompClient ---
>>> Training Accuracy: Round 1 <<<
+-----------+-----------+-------------------+-------------------+
|   average |    median |   10th percentile |   90th percentile |
|-----------+-----------+-------------------+-------------------|
| 0.0726744 | 0.0726744 |         0.0726744 |         0.0726744 |
+-----------+-----------+-------------------+-------------------+
>>> Test Accuracy: Round 1 <<<
+-----------+----------+-------------------+-------------------+
|   average |   median |   10th percentile |   90th percentile |
|-----------+----------+-------------------+-------------------|
|  0.153846 | 0.153846 |          0.153846 |          0.153846 |
+-----------+----------+-------------------+-------------------+
--- Round 2 of 5: Training 1 clients: 1 CompClient ---
>>> Training Accuracy: Round 2 <<<
+-----------+-----------+-------------------+-------------------+
|   average |    median |   10th percentile |   90th percentile |
|-----------+-----------+-------------------+-------------------|
| 0.0726744 | 0.0726744 |         0.0726744 |         0.0726744 |
+-----------+-----------+-------------------+-------------------+
>>> Test Accuracy: Round 2 <<<
+-----------+----------+-------------------+-------------------+
|   average |   median |   10th percentile |   90th percentile |
|-----------+----------+-------------------+-------------------|
|  0.153846 | 0.153846 |          0.153846 |          0.153846 |
+-----------+----------+-------------------+-------------------+
--- Round 3 of 5: Training 1 clients: 1 CompClient ---
>>> Training Accuracy: Round 3 <<<
+-----------+-----------+-------------------+-------------------+
|   average |    median |   10th percentile |   90th percentile |
|-----------+-----------+-------------------+-------------------|
| 0.0726744 | 0.0726744 |         0.0726744 |         0.0726744 |
+-----------+-----------+-------------------+-------------------+
>>> Test Accuracy: Round 3 <<<
+-----------+----------+-------------------+-------------------+
|   average |   median |   10th percentile |   90th percentile |
|-----------+----------+-------------------+-------------------|
|  0.153846 | 0.153846 |          0.153846 |          0.153846 |
+-----------+----------+-------------------+-------------------+
--- Round 4 of 5: Training 1 clients: 1 CompClient ---
>>> Training Accuracy: Round 4 <<<
+-----------+----------+-------------------+-------------------+
|   average |   median |   10th percentile |   90th percentile |
|-----------+----------+-------------------+-------------------|
|  0.130814 | 0.130814 |          0.130814 |          0.130814 |
+-----------+----------+-------------------+-------------------+
>>> Test Accuracy: Round 4 <<<
+-----------+----------+-------------------+-------------------+
|   average |   median |   10th percentile |   90th percentile |
|-----------+----------+-------------------+-------------------|
|  0.179487 | 0.179487 |          0.179487 |          0.179487 |
+-----------+----------+-------------------+-------------------+
--- Round 5 of 5: Training 1 clients: 1 CompClient ---
>>> Training Accuracy: Round 5 <<<
+-----------+----------+-------------------+-------------------+
|   average |   median |   10th percentile |   90th percentile |
|-----------+----------+-------------------+-------------------|
|  0.130814 | 0.130814 |          0.130814 |          0.130814 |
+-----------+----------+-------------------+-------------------+
>>> Test Accuracy: Round 5 <<<
+-----------+----------+-------------------+-------------------+
|   average |   median |   10th percentile |   90th percentile |
|-----------+----------+-------------------+-------------------|
|  0.179487 | 0.179487 |          0.179487 |          0.179487 |
+-----------+----------+-------------------+-------------------+

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

Total Experiment time: 0:02:46.373213
