================================================
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: mean
================================================
[TRAIN] Dataset creation time:  50.511985063552856
[TEST] Dataset creation time:  45.939730644226074

TRAINING MODELS SETTING #LAYERS: 1  HIDDEN DIM: 64

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


Training stopped on epoch: 11
Training time: 19.52 secs
Best model path: /anonymized/path/to/model/folder/Extended_ReLu/GAT/mean_unified/GAT_1L_64U_mean_unified_run0-OUT-epoch=06-Val_f1-ma=0.76.ckpt
Acc Test: tensor(0.9125)
F1-macro Test: tensor(0.9122)
F1 for each class: tensor([0.9069, 0.9176])
Training + Testing time: 20.596025943756104

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


Training stopped on epoch: 9
Training time: 10.18 secs
Best model path: /anonymized/path/to/model/folder/Extended_ReLu/GAT/mean_unified/GAT_1L_64U_mean_unified_run1-OUT-epoch=04-Val_f1-ma=0.75.ckpt
Acc Test: tensor(0.8680)
F1-macro Test: tensor(0.8672)
F1 for each class: tensor([0.8566, 0.8777])
Training + Testing time: 11.236215829849243

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


Training stopped on epoch: 6
Training time: 7.34 secs
Best model path: /anonymized/path/to/model/folder/Extended_ReLu/GAT/mean_unified/GAT_1L_64U_mean_unified_run2-OUT-epoch=05-Val_f1-ma=0.77.ckpt
Acc Test: tensor(0.9076)
F1-macro Test: tensor(0.9071)
F1 for each class: tensor([0.9000, 0.9141])
Training + Testing time: 8.411123514175415

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


Training stopped on epoch: 13
Training time: 14.18 secs
Best model path: /anonymized/path/to/model/folder/Extended_ReLu/GAT/mean_unified/GAT_1L_64U_mean_unified_run3-OUT-epoch=08-Val_f1-ma=0.79.ckpt
Acc Test: tensor(0.9373)
F1-macro Test: tensor(0.9371)
F1 for each class: tensor([0.9338, 0.9404])
Training + Testing time: 15.234662294387817

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


Training stopped on epoch: 7
Training time: 8.12 secs
Best model path: /anonymized/path/to/model/folder/Extended_ReLu/GAT/mean_unified/GAT_1L_64U_mean_unified_run4-OUT-epoch=02-Val_f1-ma=0.81.ckpt
Acc Test: tensor(0.8086)
F1-macro Test: tensor(0.8073)
F1 for each class: tensor([0.7914, 0.8232])
Training + Testing time: 9.238795518875122

************************************************
RESULTS FOR N_LAYERS: 1  HIDDEN DIM_FEATURES: 64
Test Acc: 0.887 -- std: 0.045
Test F1-macro: 0.886 -- std: 0.045
Test F1 per class: [0.878 0.895]
Training time: 11.87 -- std: 4.50
Total time: 12.94 -- std: 4.49
************************************************



TRAINING MODELS SETTING #LAYERS: 1  HIDDEN DIM: 128

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


Training stopped on epoch: 11
Training time: 12.25 secs
Best model path: /anonymized/path/to/model/folder/Extended_ReLu/GAT/mean_unified/GAT_1L_128U_mean_unified_run0-OUT-epoch=06-Val_f1-ma=0.81.ckpt
Acc Test: tensor(0.9439)
F1-macro Test: tensor(0.9439)
F1 for each class: tensor([0.9424, 0.9453])
Training + Testing time: 13.361335277557373

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


Training stopped on epoch: 12
Training time: 13.14 secs
Best model path: /anonymized/path/to/model/folder/Extended_ReLu/GAT/mean_unified/GAT_1L_128U_mean_unified_run1-OUT-epoch=07-Val_f1-ma=0.80.ckpt
Acc Test: tensor(0.9472)
F1-macro Test: tensor(0.9471)
F1 for each class: tensor([0.9454, 0.9489])
Training + Testing time: 14.230760335922241

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


Training stopped on epoch: 16
Training time: 16.87 secs
Best model path: /anonymized/path/to/model/folder/Extended_ReLu/GAT/mean_unified/GAT_1L_128U_mean_unified_run2-OUT-epoch=11-Val_f1-ma=0.83.ckpt
Acc Test: tensor(0.9686)
F1-macro Test: tensor(0.9686)
F1 for each class: tensor([0.9677, 0.9695])
Training + Testing time: 18.08973264694214

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


Training stopped on epoch: 20
Training time: 21.30 secs
Best model path: /anonymized/path/to/model/folder/Extended_ReLu/GAT/mean_unified/GAT_1L_128U_mean_unified_run3-OUT-epoch=15-Val_f1-ma=0.75.ckpt
Acc Test: tensor(0.9521)
F1-macro Test: tensor(0.9521)
F1 for each class: tensor([0.9503, 0.9539])
Training + Testing time: 22.393985271453857

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


Training stopped on epoch: 8
Training time: 9.52 secs
Best model path: /anonymized/path/to/model/folder/Extended_ReLu/GAT/mean_unified/GAT_1L_128U_mean_unified_run4-OUT-epoch=03-Val_f1-ma=0.76.ckpt
Acc Test: tensor(0.8597)
F1-macro Test: tensor(0.8572)
F1 for each class: tensor([0.8381, 0.8763])
Training + Testing time: 10.575552940368652

************************************************
RESULTS FOR N_LAYERS: 1  HIDDEN DIM_FEATURES: 128
Test Acc: 0.934 -- std: 0.038
Test F1-macro: 0.934 -- std: 0.039
Test F1 per class: [0.929 0.939]
Training time: 14.62 -- std: 4.09
Total time: 15.73 -- std: 4.11
************************************************



TRAINING MODELS SETTING #LAYERS: 1  HIDDEN DIM: 256

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


Training stopped on epoch: 7
Training time: 8.29 secs
Best model path: /anonymized/path/to/model/folder/Extended_ReLu/GAT/mean_unified/GAT_1L_256U_mean_unified_run0-OUT-epoch=02-Val_f1-ma=0.85.ckpt
Acc Test: tensor(0.8729)
F1-macro Test: tensor(0.8727)
F1 for each class: tensor([0.8675, 0.8780])
Training + Testing time: 9.424146890640259

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


Training stopped on epoch: 9
Training time: 10.25 secs
Best model path: /anonymized/path/to/model/folder/Extended_ReLu/GAT/mean_unified/GAT_1L_256U_mean_unified_run1-OUT-epoch=04-Val_f1-ma=0.81.ckpt
Acc Test: tensor(0.9241)
F1-macro Test: tensor(0.9237)
F1 for each class: tensor([0.9184, 0.9290])
Training + Testing time: 11.438001155853271

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


Training stopped on epoch: 8
Training time: 9.55 secs
Best model path: /anonymized/path/to/model/folder/Extended_ReLu/GAT/mean_unified/GAT_1L_256U_mean_unified_run2-OUT-epoch=03-Val_f1-ma=0.78.ckpt
Acc Test: tensor(0.9010)
F1-macro Test: tensor(0.9003)
F1 for each class: tensor([0.8917, 0.9088])
Training + Testing time: 10.81068730354309

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


Training stopped on epoch: 10
Training time: 11.20 secs
Best model path: /anonymized/path/to/model/folder/Extended_ReLu/GAT/mean_unified/GAT_1L_256U_mean_unified_run3-OUT-epoch=05-Val_f1-ma=0.80.ckpt
Acc Test: tensor(0.9406)
F1-macro Test: tensor(0.9403)
F1 for each class: tensor([0.9364, 0.9443])
Training + Testing time: 12.319135427474976

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


Training stopped on epoch: 8
Training time: 9.78 secs
Best model path: /anonymized/path/to/model/folder/Extended_ReLu/GAT/mean_unified/GAT_1L_256U_mean_unified_run4-OUT-epoch=03-Val_f1-ma=0.81.ckpt
Acc Test: tensor(0.9010)
F1-macro Test: tensor(0.9007)
F1 for each class: tensor([0.8958, 0.9057])
Training + Testing time: 10.981525182723999

************************************************
RESULTS FOR N_LAYERS: 1  HIDDEN DIM_FEATURES: 256
Test Acc: 0.908 -- std: 0.023
Test F1-macro: 0.908 -- std: 0.023
Test F1 per class: [0.902 0.913]
Training time: 9.82 -- std: 0.95
Total time: 10.99 -- std: 0.94
************************************************



TRAINING MODELS SETTING #LAYERS: 2  HIDDEN DIM: 64

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


Training stopped on epoch: 10
Training time: 13.25 secs
Best model path: /anonymized/path/to/model/folder/Extended_ReLu/GAT/mean_unified/GAT_2L_64U_mean_unified_run0-OUT-epoch=06-Val_f1-ma=0.71.ckpt
Acc Test: tensor(0.9340)
F1-macro Test: tensor(0.9340)
F1 for each class: tensor([0.9324, 0.9355])
Training + Testing time: 15.020507097244263

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


Training stopped on epoch: 9
Training time: 11.96 secs
Best model path: /anonymized/path/to/model/folder/Extended_ReLu/GAT/mean_unified/GAT_2L_64U_mean_unified_run1-OUT-epoch=04-Val_f1-ma=0.86.ckpt
Acc Test: tensor(0.9455)
F1-macro Test: tensor(0.9455)
F1 for each class: tensor([0.9445, 0.9465])
Training + Testing time: 13.063081979751587

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


Training stopped on epoch: 10
Training time: 11.65 secs
Best model path: /anonymized/path/to/model/folder/Extended_ReLu/GAT/mean_unified/GAT_2L_64U_mean_unified_run2-OUT-epoch=05-Val_f1-ma=0.78.ckpt
Acc Test: tensor(0.9455)
F1-macro Test: tensor(0.9455)
F1 for each class: tensor([0.9442, 0.9469])
Training + Testing time: 12.744074583053589

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


Training stopped on epoch: 14
Training time: 15.28 secs
Best model path: /anonymized/path/to/model/folder/Extended_ReLu/GAT/mean_unified/GAT_2L_64U_mean_unified_run3-OUT-epoch=09-Val_f1-ma=0.82.ckpt
Acc Test: tensor(0.9637)
F1-macro Test: tensor(0.9637)
F1 for each class: tensor([0.9639, 0.9635])
Training + Testing time: 16.58491539955139

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


Training stopped on epoch: 7
Training time: 9.69 secs
Best model path: /anonymized/path/to/model/folder/Extended_ReLu/GAT/mean_unified/GAT_2L_64U_mean_unified_run4-OUT-epoch=02-Val_f1-ma=0.79.ckpt
Acc Test: tensor(0.8663)
F1-macro Test: tensor(0.8652)
F1 for each class: tensor([0.8530, 0.8775])
Training + Testing time: 10.785442113876343

************************************************
RESULTS FOR N_LAYERS: 2  HIDDEN DIM_FEATURES: 64
Test Acc: 0.931 -- std: 0.034
Test F1-macro: 0.931 -- std: 0.034
Test F1 per class: [0.928 0.934]
Training time: 12.36 -- std: 1.85
Total time: 13.64 -- std: 1.99
************************************************



TRAINING MODELS SETTING #LAYERS: 2  HIDDEN DIM: 128

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


Training stopped on epoch: 11
Training time: 12.40 secs
Best model path: /anonymized/path/to/model/folder/Extended_ReLu/GAT/mean_unified/GAT_2L_128U_mean_unified_run0-OUT-epoch=06-Val_f1-ma=0.88.ckpt
Acc Test: tensor(0.9736)
F1-macro Test: tensor(0.9736)
F1 for each class: tensor([0.9733, 0.9739])
Training + Testing time: 13.588821411132812

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


Training stopped on epoch: 15
Training time: 16.31 secs
Best model path: /anonymized/path/to/model/folder/Extended_ReLu/GAT/mean_unified/GAT_2L_128U_mean_unified_run1-OUT-epoch=10-Val_f1-ma=0.88.ckpt
Acc Test: tensor(0.9769)
F1-macro Test: tensor(0.9769)
F1 for each class: tensor([0.9765, 0.9773])
Training + Testing time: 17.4558846950531

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


Training stopped on epoch: 8
Training time: 9.37 secs
Best model path: /anonymized/path/to/model/folder/Extended_ReLu/GAT/mean_unified/GAT_2L_128U_mean_unified_run2-OUT-epoch=03-Val_f1-ma=0.78.ckpt
Acc Test: tensor(0.9010)
F1-macro Test: tensor(0.9010)
F1 for each class: tensor([0.9026, 0.8993])
Training + Testing time: 10.483445882797241

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


Training stopped on epoch: 8
Training time: 9.19 secs
Best model path: /anonymized/path/to/model/folder/Extended_ReLu/GAT/mean_unified/GAT_2L_128U_mean_unified_run3-OUT-epoch=03-Val_f1-ma=0.84.ckpt
Acc Test: tensor(0.9175)
F1-macro Test: tensor(0.9169)
F1 for each class: tensor([0.9097, 0.9240])
Training + Testing time: 10.326478242874146

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


Training stopped on epoch: 6
Training time: 7.67 secs
Best model path: /anonymized/path/to/model/folder/Extended_ReLu/GAT/mean_unified/GAT_2L_128U_mean_unified_run4-OUT-epoch=01-Val_f1-ma=0.82.ckpt
Acc Test: tensor(0.8861)
F1-macro Test: tensor(0.8861)
F1 for each class: tensor([0.8836, 0.8885])
Training + Testing time: 8.744473934173584

************************************************
RESULTS FOR N_LAYERS: 2  HIDDEN DIM_FEATURES: 128
Test Acc: 0.931 -- std: 0.037
Test F1-macro: 0.931 -- std: 0.038
Test F1 per class: [0.929 0.933]
Training time: 10.99 -- std: 3.07
Total time: 12.12 -- std: 3.10
************************************************



TRAINING MODELS SETTING #LAYERS: 2  HIDDEN DIM: 256

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


Training stopped on epoch: 8
Training time: 9.75 secs
Best model path: /anonymized/path/to/model/folder/Extended_ReLu/GAT/mean_unified/GAT_2L_256U_mean_unified_run0-OUT-epoch=03-Val_f1-ma=0.85.ckpt
Acc Test: tensor(0.9538)
F1-macro Test: tensor(0.9537)
F1 for each class: tensor([0.9514, 0.9560])
Training + Testing time: 12.14522910118103

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


Training stopped on epoch: 7
Training time: 8.46 secs
Best model path: /anonymized/path/to/model/folder/Extended_ReLu/GAT/mean_unified/GAT_2L_256U_mean_unified_run1-OUT-epoch=02-Val_f1-ma=0.84.ckpt
Acc Test: tensor(0.9290)
F1-macro Test: tensor(0.9288)
F1 for each class: tensor([0.9247, 0.9329])
Training + Testing time: 9.932182550430298

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


Training stopped on epoch: 9
Training time: 10.62 secs
Best model path: /anonymized/path/to/model/folder/Extended_ReLu/GAT/mean_unified/GAT_2L_256U_mean_unified_run2-OUT-epoch=04-Val_f1-ma=0.83.ckpt
Acc Test: tensor(0.9620)
F1-macro Test: tensor(0.9620)
F1 for each class: tensor([0.9617, 0.9624])
Training + Testing time: 12.077312231063843

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


Training stopped on epoch: 6
Training time: 7.66 secs
Best model path: /anonymized/path/to/model/folder/Extended_ReLu/GAT/mean_unified/GAT_2L_256U_mean_unified_run3-OUT-epoch=01-Val_f1-ma=0.83.ckpt
Acc Test: tensor(0.9092)
F1-macro Test: tensor(0.9089)
F1 for each class: tensor([0.9033, 0.9145])
Training + Testing time: 9.022149801254272

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


Training stopped on epoch: 6
Training time: 7.23 secs
Best model path: /anonymized/path/to/model/folder/Extended_ReLu/GAT/mean_unified/GAT_2L_256U_mean_unified_run4-OUT-epoch=01-Val_f1-ma=0.81.ckpt
Acc Test: tensor(0.8960)
F1-macro Test: tensor(0.8960)
F1 for each class: tensor([0.8959, 0.8962])
Training + Testing time: 9.648761749267578

************************************************
RESULTS FOR N_LAYERS: 2  HIDDEN DIM_FEATURES: 256
Test Acc: 0.930 -- std: 0.025
Test F1-macro: 0.930 -- std: 0.025
Test F1 per class: [0.927 0.932]
Training time: 8.75 -- std: 1.27
Total time: 10.57 -- std: 1.30
************************************************



TRAINING MODELS SETTING #LAYERS: 3  HIDDEN DIM: 64

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


Training stopped on epoch: 12
Training time: 14.31 secs
Best model path: /anonymized/path/to/model/folder/Extended_ReLu/GAT/mean_unified/GAT_3L_64U_mean_unified_run0-OUT-epoch=07-Val_f1-ma=0.83.ckpt
Acc Test: tensor(0.9670)
F1-macro Test: tensor(0.9670)
F1 for each class: tensor([0.9661, 0.9678])
Training + Testing time: 15.29803204536438

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


Training stopped on epoch: 8
Training time: 10.39 secs
Best model path: /anonymized/path/to/model/folder/Extended_ReLu/GAT/mean_unified/GAT_3L_64U_mean_unified_run1-OUT-epoch=03-Val_f1-ma=0.75.ckpt
Acc Test: tensor(0.9274)
F1-macro Test: tensor(0.9273)
F1 for each class: tensor([0.9247, 0.9299])
Training + Testing time: 11.542155265808105

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


Training stopped on epoch: 14
Training time: 15.82 secs
Best model path: /anonymized/path/to/model/folder/Extended_ReLu/GAT/mean_unified/GAT_3L_64U_mean_unified_run2-OUT-epoch=09-Val_f1-ma=0.84.ckpt
Acc Test: tensor(0.9670)
F1-macro Test: tensor(0.9670)
F1 for each class: tensor([0.9664, 0.9675])
Training + Testing time: 16.948963403701782

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


Training stopped on epoch: 8
Training time: 9.80 secs
Best model path: /anonymized/path/to/model/folder/Extended_ReLu/GAT/mean_unified/GAT_3L_64U_mean_unified_run3-OUT-epoch=03-Val_f1-ma=0.78.ckpt
Acc Test: tensor(0.9191)
F1-macro Test: tensor(0.9190)
F1 for each class: tensor([0.9157, 0.9223])
Training + Testing time: 10.920760869979858

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


Training stopped on epoch: 13
Training time: 14.86 secs
Best model path: /anonymized/path/to/model/folder/Extended_ReLu/GAT/mean_unified/GAT_3L_64U_mean_unified_run4-OUT-epoch=08-Val_f1-ma=0.83.ckpt
Acc Test: tensor(0.9670)
F1-macro Test: tensor(0.9670)
F1 for each class: tensor([0.9668, 0.9672])
Training + Testing time: 16.0389621257782

************************************************
RESULTS FOR N_LAYERS: 3  HIDDEN DIM_FEATURES: 64
Test Acc: 0.950 -- std: 0.022
Test F1-macro: 0.949 -- std: 0.022
Test F1 per class: [0.948 0.951]
Training time: 13.03 -- std: 2.46
Total time: 14.15 -- std: 2.45
************************************************



TRAINING MODELS SETTING #LAYERS: 3  HIDDEN DIM: 128

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


Training stopped on epoch: 7
Training time: 8.80 secs
Best model path: /anonymized/path/to/model/folder/Extended_ReLu/GAT/mean_unified/GAT_3L_128U_mean_unified_run0-OUT-epoch=02-Val_f1-ma=0.79.ckpt
Acc Test: tensor(0.9109)
F1-macro Test: tensor(0.9108)
F1 for each class: tensor([0.9085, 0.9132])
Training + Testing time: 9.99770998954773

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


Training stopped on epoch: 13
Training time: 15.84 secs
Best model path: /anonymized/path/to/model/folder/Extended_ReLu/GAT/mean_unified/GAT_3L_128U_mean_unified_run1-OUT-epoch=08-Val_f1-ma=0.82.ckpt
Acc Test: tensor(0.9637)
F1-macro Test: tensor(0.9637)
F1 for each class: tensor([0.9630, 0.9644])
Training + Testing time: 17.144510746002197

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


Training stopped on epoch: 9
Training time: 10.95 secs
Best model path: /anonymized/path/to/model/folder/Extended_ReLu/GAT/mean_unified/GAT_3L_128U_mean_unified_run2-OUT-epoch=04-Val_f1-ma=0.82.ckpt
Acc Test: tensor(0.9604)
F1-macro Test: tensor(0.9604)
F1 for each class: tensor([0.9595, 0.9613])
Training + Testing time: 12.266047716140747

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


Training stopped on epoch: 7
Training time: 8.83 secs
Best model path: /anonymized/path/to/model/folder/Extended_ReLu/GAT/mean_unified/GAT_3L_128U_mean_unified_run3-OUT-epoch=02-Val_f1-ma=0.77.ckpt
Acc Test: tensor(0.9290)
F1-macro Test: tensor(0.9290)
F1 for each class: tensor([0.9272, 0.9308])
Training + Testing time: 10.207280397415161

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


Training stopped on epoch: 9
Training time: 11.23 secs
Best model path: /anonymized/path/to/model/folder/Extended_ReLu/GAT/mean_unified/GAT_3L_128U_mean_unified_run4-OUT-epoch=04-Val_f1-ma=0.82.ckpt
Acc Test: tensor(0.9571)
F1-macro Test: tensor(0.9571)
F1 for each class: tensor([0.9562, 0.9579])
Training + Testing time: 12.441092014312744

************************************************
RESULTS FOR N_LAYERS: 3  HIDDEN DIM_FEATURES: 128
Test Acc: 0.944 -- std: 0.021
Test F1-macro: 0.944 -- std: 0.021
Test F1 per class: [0.943 0.946]
Training time: 11.13 -- std: 2.57
Total time: 12.41 -- std: 2.57
************************************************



TRAINING MODELS SETTING #LAYERS: 3  HIDDEN DIM: 256

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


Training stopped on epoch: 6
Training time: 7.67 secs
Best model path: /anonymized/path/to/model/folder/Extended_ReLu/GAT/mean_unified/GAT_3L_256U_mean_unified_run0-OUT-epoch=01-Val_f1-ma=0.87.ckpt
Acc Test: tensor(0.9109)
F1-macro Test: tensor(0.9107)
F1 for each class: tensor([0.9069, 0.9146])
Training + Testing time: 9.582401275634766

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


Training stopped on epoch: 6
Training time: 8.40 secs
Best model path: /anonymized/path/to/model/folder/Extended_ReLu/GAT/mean_unified/GAT_3L_256U_mean_unified_run1-OUT-epoch=01-Val_f1-ma=0.79.ckpt
Acc Test: tensor(0.8861)
F1-macro Test: tensor(0.8853)
F1 for each class: tensor([0.8752, 0.8953])
Training + Testing time: 10.349591732025146

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


Training stopped on epoch: 6
Training time: 8.34 secs
Best model path: /anonymized/path/to/model/folder/Extended_ReLu/GAT/mean_unified/GAT_3L_256U_mean_unified_run2-OUT-epoch=06-Val_f1-ma=0.80.ckpt
Acc Test: tensor(0.9637)
F1-macro Test: tensor(0.9637)
F1 for each class: tensor([0.9630, 0.9644])
Training + Testing time: 10.167747974395752

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


Training stopped on epoch: 7
Training time: 9.64 secs
Best model path: /anonymized/path/to/model/folder/Extended_ReLu/GAT/mean_unified/GAT_3L_256U_mean_unified_run3-OUT-epoch=02-Val_f1-ma=0.81.ckpt
Acc Test: tensor(0.9323)
F1-macro Test: tensor(0.9323)
F1 for each class: tensor([0.9316, 0.9331])
Training + Testing time: 11.583808422088623

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


Training stopped on epoch: 12
Training time: 15.73 secs
Best model path: /anonymized/path/to/model/folder/Extended_ReLu/GAT/mean_unified/GAT_3L_256U_mean_unified_run4-OUT-epoch=07-Val_f1-ma=0.78.ckpt
Acc Test: tensor(0.9571)
F1-macro Test: tensor(0.9571)
F1 for each class: tensor([0.9565, 0.9577])
Training + Testing time: 17.714754819869995

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RESULTS FOR N_LAYERS: 3  HIDDEN DIM_FEATURES: 256
Test Acc: 0.930 -- std: 0.029
Test F1-macro: 0.930 -- std: 0.029
Test F1 per class: [0.927 0.933]
Training time: 9.95 -- std: 2.96
Total time: 11.88 -- std: 2.99
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