================================================
Evaluation of pre-trained model: Extended_ReLu
Model checkpoint: /anonymized/path/to/model/folder/Extended_ReLu/Extended_ReLu-epoch=04-Val_f1-ma=0.82.ckpt
================================================
[TRAIN] Acc: 0.9348171949386597
[TRAIN] F1-macro: 0.9312119483947754
[TRAIN] F1-scores: tensor([0.9470, 0.9155])
------------------------
[TEST] Acc: 0.764026403427124
[TEST] F1-macro: 0.7636860013008118
[TEST] F1-scores: tensor([0.7547, 0.7727])
================================================
================================================
Attention Graph Creation/Loading Time: max
================================================
[TRAIN] Dataset creation time:  45.24476933479309
[TEST] Dataset creation time:  41.85952663421631

TRAINING MODELS SETTING #LAYERS: 1  HIDDEN DIM: 64

----------- Run #0-----------


Training stopped on epoch: 8
Training time: 16.81 secs
Best model path: /anonymized/path/to/model/folder/Extended_ReLu/GAT/max_unified/GAT_1L_64U_max_unified_run0-OUT-epoch=03-Val_f1-ma=0.80.ckpt
Acc Test: tensor(0.8135)
F1-macro Test: tensor(0.8090)
F1 for each class: tensor([0.7797, 0.8383])
Training + Testing time: 17.865280866622925

----------- Run #1-----------


Training stopped on epoch: 8
Training time: 8.77 secs
Best model path: /anonymized/path/to/model/folder/Extended_ReLu/GAT/max_unified/GAT_1L_64U_max_unified_run1-OUT-epoch=03-Val_f1-ma=0.76.ckpt
Acc Test: tensor(0.8366)
F1-macro Test: tensor(0.8355)
F1 for each class: tensor([0.8216, 0.8493])
Training + Testing time: 9.81624984741211

----------- Run #2-----------


Training stopped on epoch: 14
Training time: 15.08 secs
Best model path: /anonymized/path/to/model/folder/Extended_ReLu/GAT/max_unified/GAT_1L_64U_max_unified_run2-OUT-epoch=09-Val_f1-ma=0.73.ckpt
Acc Test: tensor(0.9175)
F1-macro Test: tensor(0.9171)
F1 for each class: tensor([0.9113, 0.9228])
Training + Testing time: 16.15505599975586

----------- Run #3-----------


Training stopped on epoch: 6
Training time: 7.12 secs
Best model path: /anonymized/path/to/model/folder/Extended_ReLu/GAT/max_unified/GAT_1L_64U_max_unified_run3-OUT-epoch=01-Val_f1-ma=0.77.ckpt
Acc Test: tensor(0.7855)
F1-macro Test: tensor(0.7809)
F1 for each class: tensor([0.7490, 0.8127])
Training + Testing time: 8.146806001663208

----------- Run #4-----------


Training stopped on epoch: 14
Training time: 15.38 secs
Best model path: /anonymized/path/to/model/folder/Extended_ReLu/GAT/max_unified/GAT_1L_64U_max_unified_run4-OUT-epoch=09-Val_f1-ma=0.79.ckpt
Acc Test: tensor(0.9125)
F1-macro Test: tensor(0.9121)
F1 for each class: tensor([0.9055, 0.9186])
Training + Testing time: 16.389363288879395

************************************************
RESULTS FOR N_LAYERS: 1  HIDDEN DIM_FEATURES: 64
Test Acc: 0.853 -- std: 0.053
Test F1-macro: 0.851 -- std: 0.055
Test F1 per class: [0.833 0.868]
Training time: 12.63 -- std: 3.91
Total time: 13.67 -- std: 3.91
************************************************



TRAINING MODELS SETTING #LAYERS: 1  HIDDEN DIM: 128

----------- Run #0-----------


Training stopped on epoch: 10
Training time: 11.16 secs
Best model path: /anonymized/path/to/model/folder/Extended_ReLu/GAT/max_unified/GAT_1L_128U_max_unified_run0-OUT-epoch=05-Val_f1-ma=0.78.ckpt
Acc Test: tensor(0.8993)
F1-macro Test: tensor(0.8986)
F1 for each class: tensor([0.8901, 0.9072])
Training + Testing time: 12.195647716522217

----------- Run #1-----------


Training stopped on epoch: 7
Training time: 8.04 secs
Best model path: /anonymized/path/to/model/folder/Extended_ReLu/GAT/max_unified/GAT_1L_128U_max_unified_run1-OUT-epoch=02-Val_f1-ma=0.78.ckpt
Acc Test: tensor(0.8284)
F1-macro Test: tensor(0.8271)
F1 for each class: tensor([0.8123, 0.8419])
Training + Testing time: 8.996992826461792

----------- Run #2-----------


Training stopped on epoch: 11
Training time: 11.84 secs
Best model path: /anonymized/path/to/model/folder/Extended_ReLu/GAT/max_unified/GAT_1L_128U_max_unified_run2-OUT-epoch=07-Val_f1-ma=0.74.ckpt
Acc Test: tensor(0.9340)
F1-macro Test: tensor(0.9338)
F1 for each class: tensor([0.9306, 0.9371])
Training + Testing time: 12.912954568862915

----------- Run #3-----------


Training stopped on epoch: 18
Training time: 18.49 secs
Best model path: /anonymized/path/to/model/folder/Extended_ReLu/GAT/max_unified/GAT_1L_128U_max_unified_run3-OUT-epoch=13-Val_f1-ma=0.85.ckpt
Acc Test: tensor(0.9686)
F1-macro Test: tensor(0.9686)
F1 for each class: tensor([0.9680, 0.9693])
Training + Testing time: 19.54555344581604

----------- Run #4-----------


Training stopped on epoch: 13
Training time: 14.72 secs
Best model path: /anonymized/path/to/model/folder/Extended_ReLu/GAT/max_unified/GAT_1L_128U_max_unified_run4-OUT-epoch=08-Val_f1-ma=0.78.ckpt
Acc Test: tensor(0.9340)
F1-macro Test: tensor(0.9339)
F1 for each class: tensor([0.9315, 0.9363])
Training + Testing time: 15.7477445602417

************************************************
RESULTS FOR N_LAYERS: 1  HIDDEN DIM_FEATURES: 128
Test Acc: 0.913 -- std: 0.048
Test F1-macro: 0.912 -- std: 0.048
Test F1 per class: [0.906 0.918]
Training time: 12.85 -- std: 3.53
Total time: 13.88 -- std: 3.56
************************************************



TRAINING MODELS SETTING #LAYERS: 1  HIDDEN DIM: 256

----------- Run #0-----------


Training stopped on epoch: 7
Training time: 8.26 secs
Best model path: /anonymized/path/to/model/folder/Extended_ReLu/GAT/max_unified/GAT_1L_256U_max_unified_run0-OUT-epoch=02-Val_f1-ma=0.82.ckpt
Acc Test: tensor(0.8729)
F1-macro Test: tensor(0.8724)
F1 for each class: tensor([0.8637, 0.8810])
Training + Testing time: 9.271230220794678

----------- Run #1-----------


Training stopped on epoch: 18
Training time: 18.93 secs
Best model path: /anonymized/path/to/model/folder/Extended_ReLu/GAT/max_unified/GAT_1L_256U_max_unified_run1-OUT-epoch=13-Val_f1-ma=0.80.ckpt
Acc Test: tensor(0.9571)
F1-macro Test: tensor(0.9571)
F1 for each class: tensor([0.9561, 0.9581])
Training + Testing time: 19.947360515594482

----------- Run #2-----------


Training stopped on epoch: 10
Training time: 11.66 secs
Best model path: /anonymized/path/to/model/folder/Extended_ReLu/GAT/max_unified/GAT_1L_256U_max_unified_run2-OUT-epoch=05-Val_f1-ma=0.73.ckpt
Acc Test: tensor(0.9241)
F1-macro Test: tensor(0.9241)
F1 for each class: tensor([0.9236, 0.9246])
Training + Testing time: 13.530991792678833

----------- Run #3-----------


Training stopped on epoch: 8
Training time: 9.32 secs
Best model path: /anonymized/path/to/model/folder/Extended_ReLu/GAT/max_unified/GAT_1L_256U_max_unified_run3-OUT-epoch=03-Val_f1-ma=0.79.ckpt
Acc Test: tensor(0.8597)
F1-macro Test: tensor(0.8578)
F1 for each class: tensor([0.8411, 0.8744])
Training + Testing time: 10.313232660293579

----------- Run #4-----------


Training stopped on epoch: 10
Training time: 11.09 secs
Best model path: /anonymized/path/to/model/folder/Extended_ReLu/GAT/max_unified/GAT_1L_256U_max_unified_run4-OUT-epoch=05-Val_f1-ma=0.78.ckpt
Acc Test: tensor(0.9175)
F1-macro Test: tensor(0.9173)
F1 for each class: tensor([0.9129, 0.9216])
Training + Testing time: 12.100091218948364

************************************************
RESULTS FOR N_LAYERS: 1  HIDDEN DIM_FEATURES: 256
Test Acc: 0.906 -- std: 0.036
Test F1-macro: 0.906 -- std: 0.036
Test F1 per class: [0.899 0.912]
Training time: 11.85 -- std: 3.74
Total time: 13.03 -- std: 3.75
************************************************



TRAINING MODELS SETTING #LAYERS: 2  HIDDEN DIM: 64

----------- Run #0-----------


Training stopped on epoch: 14
Training time: 15.73 secs
Best model path: /anonymized/path/to/model/folder/Extended_ReLu/GAT/max_unified/GAT_2L_64U_max_unified_run0-OUT-epoch=14-Val_f1-ma=0.77.ckpt
Acc Test: tensor(0.9538)
F1-macro Test: tensor(0.9538)
F1 for each class: tensor([0.9524, 0.9551])
Training + Testing time: 16.78445267677307

----------- Run #1-----------


Training stopped on epoch: 17
Training time: 25.02 secs
Best model path: /anonymized/path/to/model/folder/Extended_ReLu/GAT/max_unified/GAT_2L_64U_max_unified_run1-OUT-epoch=12-Val_f1-ma=0.82.ckpt
Acc Test: tensor(0.9637)
F1-macro Test: tensor(0.9637)
F1 for each class: tensor([0.9633, 0.9641])
Training + Testing time: 26.12422800064087

----------- Run #2-----------


Training stopped on epoch: 13
Training time: 15.62 secs
Best model path: /anonymized/path/to/model/folder/Extended_ReLu/GAT/max_unified/GAT_2L_64U_max_unified_run2-OUT-epoch=08-Val_f1-ma=0.81.ckpt
Acc Test: tensor(0.9604)
F1-macro Test: tensor(0.9604)
F1 for each class: tensor([0.9592, 0.9615])
Training + Testing time: 16.86040425300598

----------- Run #3-----------


Training stopped on epoch: 8
Training time: 9.99 secs
Best model path: /anonymized/path/to/model/folder/Extended_ReLu/GAT/max_unified/GAT_2L_64U_max_unified_run3-OUT-epoch=03-Val_f1-ma=0.76.ckpt
Acc Test: tensor(0.8927)
F1-macro Test: tensor(0.8922)
F1 for each class: tensor([0.8850, 0.8995])
Training + Testing time: 11.063179731369019

----------- Run #4-----------


Training stopped on epoch: 9
Training time: 10.75 secs
Best model path: /anonymized/path/to/model/folder/Extended_ReLu/GAT/max_unified/GAT_2L_64U_max_unified_run4-OUT-epoch=04-Val_f1-ma=0.78.ckpt
Acc Test: tensor(0.9076)
F1-macro Test: tensor(0.9076)
F1 for each class: tensor([0.9079, 0.9073])
Training + Testing time: 11.811481237411499

************************************************
RESULTS FOR N_LAYERS: 2  HIDDEN DIM_FEATURES: 64
Test Acc: 0.936 -- std: 0.030
Test F1-macro: 0.936 -- std: 0.030
Test F1 per class: [0.934 0.938]
Training time: 15.42 -- std: 5.36
Total time: 16.53 -- std: 5.37
************************************************



TRAINING MODELS SETTING #LAYERS: 2  HIDDEN DIM: 128

----------- Run #0-----------


Training stopped on epoch: 7
Training time: 8.75 secs
Best model path: /anonymized/path/to/model/folder/Extended_ReLu/GAT/max_unified/GAT_2L_128U_max_unified_run0-OUT-epoch=02-Val_f1-ma=0.78.ckpt
Acc Test: tensor(0.8993)
F1-macro Test: tensor(0.8992)
F1 for each class: tensor([0.8961, 0.9024])
Training + Testing time: 9.82568907737732

----------- Run #1-----------


Training stopped on epoch: 8
Training time: 9.92 secs
Best model path: /anonymized/path/to/model/folder/Extended_ReLu/GAT/max_unified/GAT_2L_128U_max_unified_run1-OUT-epoch=03-Val_f1-ma=0.81.ckpt
Acc Test: tensor(0.9290)
F1-macro Test: tensor(0.9288)
F1 for each class: tensor([0.9250, 0.9327])
Training + Testing time: 11.907497882843018

----------- Run #2-----------


Training stopped on epoch: 9
Training time: 11.29 secs
Best model path: /anonymized/path/to/model/folder/Extended_ReLu/GAT/max_unified/GAT_2L_128U_max_unified_run2-OUT-epoch=04-Val_f1-ma=0.86.ckpt
Acc Test: tensor(0.9521)
F1-macro Test: tensor(0.9521)
F1 for each class: tensor([0.9513, 0.9530])
Training + Testing time: 12.369724035263062

----------- Run #3-----------


Training stopped on epoch: 11
Training time: 13.46 secs
Best model path: /anonymized/path/to/model/folder/Extended_ReLu/GAT/max_unified/GAT_2L_128U_max_unified_run3-OUT-epoch=10-Val_f1-ma=0.82.ckpt
Acc Test: tensor(0.9670)
F1-macro Test: tensor(0.9670)
F1 for each class: tensor([0.9661, 0.9678])
Training + Testing time: 14.507604837417603

----------- Run #4-----------


Training stopped on epoch: 10
Training time: 12.63 secs
Best model path: /anonymized/path/to/model/folder/Extended_ReLu/GAT/max_unified/GAT_2L_128U_max_unified_run4-OUT-epoch=05-Val_f1-ma=0.78.ckpt
Acc Test: tensor(0.9521)
F1-macro Test: tensor(0.9521)
F1 for each class: tensor([0.9511, 0.9532])
Training + Testing time: 13.99074649810791

************************************************
RESULTS FOR N_LAYERS: 2  HIDDEN DIM_FEATURES: 128
Test Acc: 0.940 -- std: 0.024
Test F1-macro: 0.940 -- std: 0.024
Test F1 per class: [0.938 0.942]
Training time: 11.21 -- std: 1.72
Total time: 12.52 -- std: 1.66
************************************************



TRAINING MODELS SETTING #LAYERS: 2  HIDDEN DIM: 256

----------- Run #0-----------


Training stopped on epoch: 15
Training time: 17.76 secs
Best model path: /anonymized/path/to/model/folder/Extended_ReLu/GAT/max_unified/GAT_2L_256U_max_unified_run0-OUT-epoch=10-Val_f1-ma=0.78.ckpt
Acc Test: tensor(0.9554)
F1-macro Test: tensor(0.9554)
F1 for each class: tensor([0.9549, 0.9560])
Training + Testing time: 18.887139320373535

----------- Run #1-----------


Training stopped on epoch: 10
Training time: 13.14 secs
Best model path: /anonymized/path/to/model/folder/Extended_ReLu/GAT/max_unified/GAT_2L_256U_max_unified_run1-OUT-epoch=05-Val_f1-ma=0.78.ckpt
Acc Test: tensor(0.9571)
F1-macro Test: tensor(0.9571)
F1 for each class: tensor([0.9562, 0.9579])
Training + Testing time: 14.275333404541016

----------- Run #2-----------


Training stopped on epoch: 6
Training time: 7.77 secs
Best model path: /anonymized/path/to/model/folder/Extended_ReLu/GAT/max_unified/GAT_2L_256U_max_unified_run2-OUT-epoch=04-Val_f1-ma=0.76.ckpt
Acc Test: tensor(0.9538)
F1-macro Test: tensor(0.9538)
F1 for each class: tensor([0.9533, 0.9542])
Training + Testing time: 8.909639358520508

----------- Run #3-----------


Training stopped on epoch: 11
Training time: 13.92 secs
Best model path: /anonymized/path/to/model/folder/Extended_ReLu/GAT/max_unified/GAT_2L_256U_max_unified_run3-OUT-epoch=06-Val_f1-ma=0.83.ckpt
Acc Test: tensor(0.9653)
F1-macro Test: tensor(0.9653)
F1 for each class: tensor([0.9647, 0.9660])
Training + Testing time: 14.949790000915527

----------- Run #4-----------


Training stopped on epoch: 7
Training time: 8.74 secs
Best model path: /anonymized/path/to/model/folder/Extended_ReLu/GAT/max_unified/GAT_2L_256U_max_unified_run4-OUT-epoch=02-Val_f1-ma=0.75.ckpt
Acc Test: tensor(0.8911)
F1-macro Test: tensor(0.8908)
F1 for each class: tensor([0.8962, 0.8854])
Training + Testing time: 9.805126667022705

************************************************
RESULTS FOR N_LAYERS: 2  HIDDEN DIM_FEATURES: 256
Test Acc: 0.945 -- std: 0.027
Test F1-macro: 0.944 -- std: 0.027
Test F1 per class: [0.945 0.944]
Training time: 12.27 -- std: 3.64
Total time: 13.37 -- std: 3.64
************************************************



TRAINING MODELS SETTING #LAYERS: 3  HIDDEN DIM: 64

----------- Run #0-----------


Training stopped on epoch: 16
Training time: 18.47 secs
Best model path: /anonymized/path/to/model/folder/Extended_ReLu/GAT/max_unified/GAT_3L_64U_max_unified_run0-OUT-epoch=11-Val_f1-ma=0.85.ckpt
Acc Test: tensor(0.9686)
F1-macro Test: tensor(0.9686)
F1 for each class: tensor([0.9679, 0.9694])
Training + Testing time: 20.394423484802246

----------- Run #1-----------


Training stopped on epoch: 6
Training time: 7.55 secs
Best model path: /anonymized/path/to/model/folder/Extended_ReLu/GAT/max_unified/GAT_3L_64U_max_unified_run1-OUT-epoch=01-Val_f1-ma=0.80.ckpt
Acc Test: tensor(0.8201)
F1-macro Test: tensor(0.8197)
F1 for each class: tensor([0.8111, 0.8283])
Training + Testing time: 8.533587455749512

----------- Run #2-----------


Training stopped on epoch: 14
Training time: 15.92 secs
Best model path: /anonymized/path/to/model/folder/Extended_ReLu/GAT/max_unified/GAT_3L_64U_max_unified_run2-OUT-epoch=09-Val_f1-ma=0.79.ckpt
Acc Test: tensor(0.9604)
F1-macro Test: tensor(0.9604)
F1 for each class: tensor([0.9593, 0.9614])
Training + Testing time: 16.92108678817749

----------- Run #3-----------


Training stopped on epoch: 9
Training time: 10.86 secs
Best model path: /anonymized/path/to/model/folder/Extended_ReLu/GAT/max_unified/GAT_3L_64U_max_unified_run3-OUT-epoch=04-Val_f1-ma=0.78.ckpt
Acc Test: tensor(0.9208)
F1-macro Test: tensor(0.9208)
F1 for each class: tensor([0.9208, 0.9208])
Training + Testing time: 11.972050428390503

----------- Run #4-----------


Training stopped on epoch: 14
Training time: 17.79 secs
Best model path: /anonymized/path/to/model/folder/Extended_ReLu/GAT/max_unified/GAT_3L_64U_max_unified_run4-OUT-epoch=09-Val_f1-ma=0.80.ckpt
Acc Test: tensor(0.9604)
F1-macro Test: tensor(0.9604)
F1 for each class: tensor([0.9593, 0.9614])
Training + Testing time: 18.856306314468384

************************************************
RESULTS FOR N_LAYERS: 3  HIDDEN DIM_FEATURES: 64
Test Acc: 0.926 -- std: 0.056
Test F1-macro: 0.926 -- std: 0.056
Test F1 per class: [0.924 0.928]
Training time: 14.12 -- std: 4.23
Total time: 15.34 -- std: 4.43
************************************************



TRAINING MODELS SETTING #LAYERS: 3  HIDDEN DIM: 128

----------- Run #0-----------


Training stopped on epoch: 7
Training time: 9.78 secs
Best model path: /anonymized/path/to/model/folder/Extended_ReLu/GAT/max_unified/GAT_3L_128U_max_unified_run0-OUT-epoch=02-Val_f1-ma=0.79.ckpt
Acc Test: tensor(0.8713)
F1-macro Test: tensor(0.8690)
F1 for each class: tensor([0.8517, 0.8863])
Training + Testing time: 11.048877239227295

----------- Run #1-----------


Training stopped on epoch: 5
Training time: 6.69 secs
Best model path: /anonymized/path/to/model/folder/Extended_ReLu/GAT/max_unified/GAT_3L_128U_max_unified_run1-OUT-epoch=00-Val_f1-ma=0.83.ckpt
Acc Test: tensor(0.8234)
F1-macro Test: tensor(0.8228)
F1 for each class: tensor([0.8120, 0.8336])
Training + Testing time: 7.799131870269775

----------- Run #2-----------


Training stopped on epoch: 7
Training time: 9.37 secs
Best model path: /anonymized/path/to/model/folder/Extended_ReLu/GAT/max_unified/GAT_3L_128U_max_unified_run2-OUT-epoch=02-Val_f1-ma=0.71.ckpt
Acc Test: tensor(0.8894)
F1-macro Test: tensor(0.8887)
F1 for each class: tensor([0.8797, 0.8977])
Training + Testing time: 10.487212419509888

----------- Run #3-----------


Training stopped on epoch: 7
Training time: 9.36 secs
Best model path: /anonymized/path/to/model/folder/Extended_ReLu/GAT/max_unified/GAT_3L_128U_max_unified_run3-OUT-epoch=02-Val_f1-ma=0.82.ckpt
Acc Test: tensor(0.9092)
F1-macro Test: tensor(0.9090)
F1 for each class: tensor([0.9047, 0.9134])
Training + Testing time: 10.405713081359863

----------- Run #4-----------


Training stopped on epoch: 5
Training time: 7.14 secs
Best model path: /anonymized/path/to/model/folder/Extended_ReLu/GAT/max_unified/GAT_3L_128U_max_unified_run4-OUT-epoch=00-Val_f1-ma=0.78.ckpt
Acc Test: tensor(0.8020)
F1-macro Test: tensor(0.8008)
F1 for each class: tensor([0.7857, 0.8160])
Training + Testing time: 8.310218095779419

************************************************
RESULTS FOR N_LAYERS: 3  HIDDEN DIM_FEATURES: 128
Test Acc: 0.859 -- std: 0.040
Test F1-macro: 0.858 -- std: 0.040
Test F1 per class: [0.847 0.869]
Training time: 8.47 -- std: 1.29
Total time: 9.61 -- std: 1.30
************************************************



TRAINING MODELS SETTING #LAYERS: 3  HIDDEN DIM: 256

----------- Run #0-----------


Training stopped on epoch: 5
Training time: 7.36 secs
Best model path: /anonymized/path/to/model/folder/Extended_ReLu/GAT/max_unified/GAT_3L_256U_max_unified_run0-OUT-epoch=00-Val_f1-ma=0.75.ckpt
Acc Test: tensor(0.8234)
F1-macro Test: tensor(0.8225)
F1 for each class: tensor([0.8351, 0.8099])
Training + Testing time: 8.5459303855896

----------- Run #1-----------


Training stopped on epoch: 6
Training time: 8.95 secs
Best model path: /anonymized/path/to/model/folder/Extended_ReLu/GAT/max_unified/GAT_3L_256U_max_unified_run1-OUT-epoch=01-Val_f1-ma=0.81.ckpt
Acc Test: tensor(0.8663)
F1-macro Test: tensor(0.8643)
F1 for each class: tensor([0.8475, 0.8811])
Training + Testing time: 10.153975248336792

----------- Run #2-----------


Training stopped on epoch: 16
Training time: 20.41 secs
Best model path: /anonymized/path/to/model/folder/Extended_ReLu/GAT/max_unified/GAT_3L_256U_max_unified_run2-OUT-epoch=11-Val_f1-ma=0.86.ckpt
Acc Test: tensor(0.9736)
F1-macro Test: tensor(0.9736)
F1 for each class: tensor([0.9731, 0.9741])
Training + Testing time: 21.55367088317871

----------- Run #3-----------


Training stopped on epoch: 10
Training time: 13.41 secs
Best model path: /anonymized/path/to/model/folder/Extended_ReLu/GAT/max_unified/GAT_3L_256U_max_unified_run3-OUT-epoch=05-Val_f1-ma=0.83.ckpt
Acc Test: tensor(0.9637)
F1-macro Test: tensor(0.9637)
F1 for each class: tensor([0.9632, 0.9642])
Training + Testing time: 14.488072872161865

----------- Run #4-----------


Training stopped on epoch: 8
Training time: 11.43 secs
Best model path: /anonymized/path/to/model/folder/Extended_ReLu/GAT/max_unified/GAT_3L_256U_max_unified_run4-OUT-epoch=07-Val_f1-ma=0.78.ckpt
Acc Test: tensor(0.9538)
F1-macro Test: tensor(0.9538)
F1 for each class: tensor([0.9524, 0.9551])
Training + Testing time: 12.894925832748413

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RESULTS FOR N_LAYERS: 3  HIDDEN DIM_FEATURES: 256
Test Acc: 0.916 -- std: 0.060
Test F1-macro: 0.916 -- std: 0.061
Test F1 per class: [0.914 0.917]
Training time: 12.31 -- std: 4.55
Total time: 13.53 -- std: 4.52
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