Upload pytorch/tier_11_transform_modes_metrics.json with huggingface_hub
Browse files
pytorch/tier_11_transform_modes_metrics.json
ADDED
|
@@ -0,0 +1,103 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"tier": "tier_11_transform_modes",
|
| 3 |
+
"best_val_loss": 4.816219164024092,
|
| 4 |
+
"best_val_acc": 0.6999479668835799,
|
| 5 |
+
"n_params": 204574,
|
| 6 |
+
"n_samples": 17835,
|
| 7 |
+
"elapsed_sec": 447.75460410118103,
|
| 8 |
+
"epochs_run": 12,
|
| 9 |
+
"history": [
|
| 10 |
+
{
|
| 11 |
+
"epoch": 1,
|
| 12 |
+
"train_loss": 5.669526297048592,
|
| 13 |
+
"train_acc": 0.6392004351239221,
|
| 14 |
+
"val_loss": 4.95860449330431,
|
| 15 |
+
"val_acc": 0.6813088884311064
|
| 16 |
+
},
|
| 17 |
+
{
|
| 18 |
+
"epoch": 2,
|
| 19 |
+
"train_loss": 5.081480212797407,
|
| 20 |
+
"train_acc": 0.6760325965732533,
|
| 21 |
+
"val_loss": 4.912698480431711,
|
| 22 |
+
"val_acc": 0.6893910015267984
|
| 23 |
+
},
|
| 24 |
+
{
|
| 25 |
+
"epoch": 3,
|
| 26 |
+
"train_loss": 4.973279326567471,
|
| 27 |
+
"train_acc": 0.6861037403978357,
|
| 28 |
+
"val_loss": 4.863354160888638,
|
| 29 |
+
"val_acc": 0.6964161145899976
|
| 30 |
+
},
|
| 31 |
+
{
|
| 32 |
+
"epoch": 4,
|
| 33 |
+
"train_loss": 4.910088538291773,
|
| 34 |
+
"train_acc": 0.6923051334788916,
|
| 35 |
+
"val_loss": 4.846189811533245,
|
| 36 |
+
"val_acc": 0.6952935428846452
|
| 37 |
+
},
|
| 38 |
+
{
|
| 39 |
+
"epoch": 5,
|
| 40 |
+
"train_loss": 4.860441152395348,
|
| 41 |
+
"train_acc": 0.6962131729243127,
|
| 42 |
+
"val_loss": 4.838362723204505,
|
| 43 |
+
"val_acc": 0.6998038763801256
|
| 44 |
+
},
|
| 45 |
+
{
|
| 46 |
+
"epoch": 6,
|
| 47 |
+
"train_loss": 4.820795837733147,
|
| 48 |
+
"train_acc": 0.7018285109148241,
|
| 49 |
+
"val_loss": 4.828499609208548,
|
| 50 |
+
"val_acc": 0.6966651706468493
|
| 51 |
+
},
|
| 52 |
+
{
|
| 53 |
+
"epoch": 7,
|
| 54 |
+
"train_loss": 4.787057480430651,
|
| 55 |
+
"train_acc": 0.7043561540237303,
|
| 56 |
+
"val_loss": 4.830863618877451,
|
| 57 |
+
"val_acc": 0.698423063293809
|
| 58 |
+
},
|
| 59 |
+
{
|
| 60 |
+
"epoch": 8,
|
| 61 |
+
"train_loss": 4.7596489458110245,
|
| 62 |
+
"train_acc": 0.7085919802288609,
|
| 63 |
+
"val_loss": 4.82020861689321,
|
| 64 |
+
"val_acc": 0.7012718554053988
|
| 65 |
+
},
|
| 66 |
+
{
|
| 67 |
+
"epoch": 9,
|
| 68 |
+
"train_loss": 4.745817618509079,
|
| 69 |
+
"train_acc": 0.709247539519947,
|
| 70 |
+
"val_loss": 4.823308666836861,
|
| 71 |
+
"val_acc": 0.7025594129448846
|
| 72 |
+
},
|
| 73 |
+
{
|
| 74 |
+
"epoch": 10,
|
| 75 |
+
"train_loss": 4.724873468164729,
|
| 76 |
+
"train_acc": 0.7107721530346282,
|
| 77 |
+
"val_loss": 4.818393629719151,
|
| 78 |
+
"val_acc": 0.6998927124908992
|
| 79 |
+
},
|
| 80 |
+
{
|
| 81 |
+
"epoch": 11,
|
| 82 |
+
"train_loss": 4.717264118023475,
|
| 83 |
+
"train_acc": 0.7122211143235919,
|
| 84 |
+
"val_loss": 4.817079686610403,
|
| 85 |
+
"val_acc": 0.701487093099526
|
| 86 |
+
},
|
| 87 |
+
{
|
| 88 |
+
"epoch": 12,
|
| 89 |
+
"train_loss": 4.712931913536979,
|
| 90 |
+
"train_acc": 0.7121449624241428,
|
| 91 |
+
"val_loss": 4.816219164024092,
|
| 92 |
+
"val_acc": 0.6999479668835799
|
| 93 |
+
}
|
| 94 |
+
],
|
| 95 |
+
"head_coverage": {
|
| 96 |
+
"mode_temporal": 16322,
|
| 97 |
+
"mode_source": 16207,
|
| 98 |
+
"mode_scale": 16154,
|
| 99 |
+
"mode_formality": 16398,
|
| 100 |
+
"mode_pattern": 17823,
|
| 101 |
+
"reversibility": 16083
|
| 102 |
+
}
|
| 103 |
+
}
|