Upload phase3_plots/hf_google_vit_base/summary.json with huggingface_hub
Browse files
phase3_plots/hf_google_vit_base/summary.json
ADDED
|
@@ -0,0 +1,96 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"phase": "phase3",
|
| 3 |
+
"arch": "hf_google_vit_base",
|
| 4 |
+
"n_cls": 2,
|
| 5 |
+
"val_acc": 95.26019224395094,
|
| 6 |
+
"val_f1": 0.9525119875027424,
|
| 7 |
+
"test_acc": 95.19390122638383,
|
| 8 |
+
"test_prec": 95.46351703824662,
|
| 9 |
+
"test_rec": 95.19390122638383,
|
| 10 |
+
"test_f1": 95.20441414432842,
|
| 11 |
+
"n_samples": 3017,
|
| 12 |
+
"per_class": {
|
| 13 |
+
"precision": [
|
| 14 |
+
0.9137228260869565,
|
| 15 |
+
0.9883495145631068
|
| 16 |
+
],
|
| 17 |
+
"recall": [
|
| 18 |
+
0.9867938371239912,
|
| 19 |
+
0.9232164449818622
|
| 20 |
+
],
|
| 21 |
+
"f1": [
|
| 22 |
+
0.9488536155202821,
|
| 23 |
+
0.9546733354173179
|
| 24 |
+
]
|
| 25 |
+
},
|
| 26 |
+
"history": {
|
| 27 |
+
"train_loss": [
|
| 28 |
+
0.034832745612737644,
|
| 29 |
+
0.023043258752224065,
|
| 30 |
+
0.01868574926895931,
|
| 31 |
+
0.014870462565132308,
|
| 32 |
+
0.012078208749349924,
|
| 33 |
+
0.01041130623779998,
|
| 34 |
+
0.009142372124929157,
|
| 35 |
+
0.008360766599022252,
|
| 36 |
+
0.007571265474363162,
|
| 37 |
+
0.006960543832967273,
|
| 38 |
+
0.006778515292423574,
|
| 39 |
+
0.006371387573149081,
|
| 40 |
+
0.006189696620097824,
|
| 41 |
+
0.0061602655801592686,
|
| 42 |
+
0.006163593886781793
|
| 43 |
+
],
|
| 44 |
+
"val_loss": [
|
| 45 |
+
0.022926478448206913,
|
| 46 |
+
0.019938587313249368,
|
| 47 |
+
0.016620604107128612,
|
| 48 |
+
0.013462805856274854,
|
| 49 |
+
0.012273188388388126,
|
| 50 |
+
0.010812743329237758,
|
| 51 |
+
0.010030032623587636,
|
| 52 |
+
0.00935122776587633,
|
| 53 |
+
0.00897586783705996,
|
| 54 |
+
0.008635063251597146,
|
| 55 |
+
0.008176855419113872,
|
| 56 |
+
0.007845841883442478,
|
| 57 |
+
0.007831435436046415,
|
| 58 |
+
0.007582798194576069,
|
| 59 |
+
0.0075342755494308975
|
| 60 |
+
],
|
| 61 |
+
"train_acc": [
|
| 62 |
+
73.8087345653435,
|
| 63 |
+
84.74765890445015,
|
| 64 |
+
88.53899063561781,
|
| 65 |
+
91.25714759260794,
|
| 66 |
+
93.16731582000497,
|
| 67 |
+
94.18248114692965,
|
| 68 |
+
94.96146515289632,
|
| 69 |
+
95.45040192259883,
|
| 70 |
+
95.976630479821,
|
| 71 |
+
96.31225656749814,
|
| 72 |
+
96.31225656749814,
|
| 73 |
+
96.56086848429601,
|
| 74 |
+
96.72660976216126,
|
| 75 |
+
96.78876274136074,
|
| 76 |
+
96.85920278445347
|
| 77 |
+
],
|
| 78 |
+
"val_acc": [
|
| 79 |
+
85.1508120649652,
|
| 80 |
+
87.5372886973815,
|
| 81 |
+
90.15578389128274,
|
| 82 |
+
92.11136890951276,
|
| 83 |
+
92.5754060324826,
|
| 84 |
+
93.33775273450448,
|
| 85 |
+
93.70235333112363,
|
| 86 |
+
93.93437189260855,
|
| 87 |
+
94.26582698044415,
|
| 88 |
+
94.3984090155784,
|
| 89 |
+
94.69671859463043,
|
| 90 |
+
95.09446470003314,
|
| 91 |
+
95.09446470003314,
|
| 92 |
+
95.26019224395094,
|
| 93 |
+
95.26019224395094
|
| 94 |
+
]
|
| 95 |
+
}
|
| 96 |
+
}
|