Commit
·
0f5de6c
1
Parent(s):
cbd1b79
End of training
Browse files- README.md +3 -1
- all_results.json +24 -24
- eval_results.json +20 -20
- train_results.json +5 -5
- trainer_state.json +544 -54
README.md
CHANGED
|
@@ -2,6 +2,8 @@
|
|
| 2 |
license: other
|
| 3 |
base_model: nvidia/mit-b0
|
| 4 |
tags:
|
|
|
|
|
|
|
| 5 |
- generated_from_trainer
|
| 6 |
model-index:
|
| 7 |
- name: model1
|
|
@@ -13,7 +15,7 @@ should probably proofread and complete it, then remove this comment. -->
|
|
| 13 |
|
| 14 |
# model1
|
| 15 |
|
| 16 |
-
This model is a fine-tuned version of [nvidia/mit-b0](https://huggingface.co/nvidia/mit-b0) on
|
| 17 |
It achieves the following results on the evaluation set:
|
| 18 |
- Loss: 0.2328
|
| 19 |
- Mean Iou: 0.1042
|
|
|
|
| 2 |
license: other
|
| 3 |
base_model: nvidia/mit-b0
|
| 4 |
tags:
|
| 5 |
+
- image-segmentation
|
| 6 |
+
- vision
|
| 7 |
- generated_from_trainer
|
| 8 |
model-index:
|
| 9 |
- name: model1
|
|
|
|
| 15 |
|
| 16 |
# model1
|
| 17 |
|
| 18 |
+
This model is a fine-tuned version of [nvidia/mit-b0](https://huggingface.co/nvidia/mit-b0) on the giuseppemartino/i-SAID_custom_or_1 dataset.
|
| 19 |
It achieves the following results on the evaluation set:
|
| 20 |
- Loss: 0.2328
|
| 21 |
- Mean Iou: 0.1042
|
all_results.json
CHANGED
|
@@ -1,46 +1,46 @@
|
|
| 1 |
{
|
| 2 |
-
"epoch":
|
| 3 |
"eval_accuracy_background": NaN,
|
| 4 |
"eval_accuracy_baseball-diamond": 0.0,
|
| 5 |
"eval_accuracy_basketball-court": 0.0,
|
| 6 |
"eval_accuracy_bridge": 0.0,
|
| 7 |
-
"eval_accuracy_ground-track-field": 0.
|
| 8 |
-
"eval_accuracy_harbor": 0.
|
| 9 |
"eval_accuracy_helicopter": NaN,
|
| 10 |
-
"eval_accuracy_large-vehicle": 0.
|
| 11 |
"eval_accuracy_plane": 0.0,
|
| 12 |
"eval_accuracy_roundabout": 0.0,
|
| 13 |
-
"eval_accuracy_ship": 0.
|
| 14 |
-
"eval_accuracy_small-vehicle": 0.
|
| 15 |
"eval_accuracy_soccer-ball-field": 0.0,
|
| 16 |
"eval_accuracy_storage-tank": 0.0,
|
| 17 |
"eval_accuracy_swimming-pool": 0.0,
|
| 18 |
-
"eval_accuracy_tennis-court": 0.
|
| 19 |
"eval_iou_background": 0.0,
|
| 20 |
"eval_iou_baseball-diamond": 0.0,
|
| 21 |
"eval_iou_basketball-court": 0.0,
|
| 22 |
"eval_iou_bridge": 0.0,
|
| 23 |
-
"eval_iou_ground-track-field": 0.
|
| 24 |
-
"eval_iou_harbor": 0.
|
| 25 |
"eval_iou_helicopter": NaN,
|
| 26 |
-
"eval_iou_large-vehicle": 0.
|
| 27 |
"eval_iou_plane": 0.0,
|
| 28 |
"eval_iou_roundabout": 0.0,
|
| 29 |
-
"eval_iou_ship": 0.
|
| 30 |
-
"eval_iou_small-vehicle": 0.
|
| 31 |
"eval_iou_soccer-ball-field": 0.0,
|
| 32 |
"eval_iou_storage-tank": 0.0,
|
| 33 |
"eval_iou_swimming-pool": 0.0,
|
| 34 |
-
"eval_iou_tennis-court": 0.
|
| 35 |
-
"eval_loss":
|
| 36 |
-
"eval_mean_accuracy": 0.
|
| 37 |
-
"eval_mean_iou": 0.
|
| 38 |
-
"eval_overall_accuracy": 0.
|
| 39 |
-
"eval_runtime":
|
| 40 |
-
"eval_samples_per_second": 0.
|
| 41 |
-
"eval_steps_per_second": 0.
|
| 42 |
-
"train_loss":
|
| 43 |
-
"train_runtime":
|
| 44 |
-
"train_samples_per_second": 2.
|
| 45 |
-
"train_steps_per_second": 0.
|
| 46 |
}
|
|
|
|
| 1 |
{
|
| 2 |
+
"epoch": 11.43,
|
| 3 |
"eval_accuracy_background": NaN,
|
| 4 |
"eval_accuracy_baseball-diamond": 0.0,
|
| 5 |
"eval_accuracy_basketball-court": 0.0,
|
| 6 |
"eval_accuracy_bridge": 0.0,
|
| 7 |
+
"eval_accuracy_ground-track-field": 0.009750103511372895,
|
| 8 |
+
"eval_accuracy_harbor": 0.37845062458232664,
|
| 9 |
"eval_accuracy_helicopter": NaN,
|
| 10 |
+
"eval_accuracy_large-vehicle": 0.21512753535397483,
|
| 11 |
"eval_accuracy_plane": 0.0,
|
| 12 |
"eval_accuracy_roundabout": 0.0,
|
| 13 |
+
"eval_accuracy_ship": 0.5956177296430004,
|
| 14 |
+
"eval_accuracy_small-vehicle": 0.04763241977075892,
|
| 15 |
"eval_accuracy_soccer-ball-field": 0.0,
|
| 16 |
"eval_accuracy_storage-tank": 0.0,
|
| 17 |
"eval_accuracy_swimming-pool": 0.0,
|
| 18 |
+
"eval_accuracy_tennis-court": 0.5923186244816179,
|
| 19 |
"eval_iou_background": 0.0,
|
| 20 |
"eval_iou_baseball-diamond": 0.0,
|
| 21 |
"eval_iou_basketball-court": 0.0,
|
| 22 |
"eval_iou_bridge": 0.0,
|
| 23 |
+
"eval_iou_ground-track-field": 0.009739046907519078,
|
| 24 |
+
"eval_iou_harbor": 0.29934130275676996,
|
| 25 |
"eval_iou_helicopter": NaN,
|
| 26 |
+
"eval_iou_large-vehicle": 0.2123670434628911,
|
| 27 |
"eval_iou_plane": 0.0,
|
| 28 |
"eval_iou_roundabout": 0.0,
|
| 29 |
+
"eval_iou_ship": 0.4620560893072465,
|
| 30 |
+
"eval_iou_small-vehicle": 0.045786725832680446,
|
| 31 |
"eval_iou_soccer-ball-field": 0.0,
|
| 32 |
"eval_iou_storage-tank": 0.0,
|
| 33 |
"eval_iou_swimming-pool": 0.0,
|
| 34 |
+
"eval_iou_tennis-court": 0.5337389825645475,
|
| 35 |
+
"eval_loss": 0.23282881081104279,
|
| 36 |
+
"eval_mean_accuracy": 0.13134978838164654,
|
| 37 |
+
"eval_mean_iou": 0.10420194605544363,
|
| 38 |
+
"eval_overall_accuracy": 0.20168839376559577,
|
| 39 |
+
"eval_runtime": 129.5622,
|
| 40 |
+
"eval_samples_per_second": 0.764,
|
| 41 |
+
"eval_steps_per_second": 0.1,
|
| 42 |
+
"train_loss": 0.5983023818333943,
|
| 43 |
+
"train_runtime": 3623.6202,
|
| 44 |
+
"train_samples_per_second": 2.649,
|
| 45 |
+
"train_steps_per_second": 0.331
|
| 46 |
}
|
eval_results.json
CHANGED
|
@@ -1,42 +1,42 @@
|
|
| 1 |
{
|
| 2 |
-
"epoch":
|
| 3 |
"eval_accuracy_background": NaN,
|
| 4 |
"eval_accuracy_baseball-diamond": 0.0,
|
| 5 |
"eval_accuracy_basketball-court": 0.0,
|
| 6 |
"eval_accuracy_bridge": 0.0,
|
| 7 |
-
"eval_accuracy_ground-track-field": 0.
|
| 8 |
-
"eval_accuracy_harbor": 0.
|
| 9 |
"eval_accuracy_helicopter": NaN,
|
| 10 |
-
"eval_accuracy_large-vehicle": 0.
|
| 11 |
"eval_accuracy_plane": 0.0,
|
| 12 |
"eval_accuracy_roundabout": 0.0,
|
| 13 |
-
"eval_accuracy_ship": 0.
|
| 14 |
-
"eval_accuracy_small-vehicle": 0.
|
| 15 |
"eval_accuracy_soccer-ball-field": 0.0,
|
| 16 |
"eval_accuracy_storage-tank": 0.0,
|
| 17 |
"eval_accuracy_swimming-pool": 0.0,
|
| 18 |
-
"eval_accuracy_tennis-court": 0.
|
| 19 |
"eval_iou_background": 0.0,
|
| 20 |
"eval_iou_baseball-diamond": 0.0,
|
| 21 |
"eval_iou_basketball-court": 0.0,
|
| 22 |
"eval_iou_bridge": 0.0,
|
| 23 |
-
"eval_iou_ground-track-field": 0.
|
| 24 |
-
"eval_iou_harbor": 0.
|
| 25 |
"eval_iou_helicopter": NaN,
|
| 26 |
-
"eval_iou_large-vehicle": 0.
|
| 27 |
"eval_iou_plane": 0.0,
|
| 28 |
"eval_iou_roundabout": 0.0,
|
| 29 |
-
"eval_iou_ship": 0.
|
| 30 |
-
"eval_iou_small-vehicle": 0.
|
| 31 |
"eval_iou_soccer-ball-field": 0.0,
|
| 32 |
"eval_iou_storage-tank": 0.0,
|
| 33 |
"eval_iou_swimming-pool": 0.0,
|
| 34 |
-
"eval_iou_tennis-court": 0.
|
| 35 |
-
"eval_loss":
|
| 36 |
-
"eval_mean_accuracy": 0.
|
| 37 |
-
"eval_mean_iou": 0.
|
| 38 |
-
"eval_overall_accuracy": 0.
|
| 39 |
-
"eval_runtime":
|
| 40 |
-
"eval_samples_per_second": 0.
|
| 41 |
-
"eval_steps_per_second": 0.
|
| 42 |
}
|
|
|
|
| 1 |
{
|
| 2 |
+
"epoch": 11.43,
|
| 3 |
"eval_accuracy_background": NaN,
|
| 4 |
"eval_accuracy_baseball-diamond": 0.0,
|
| 5 |
"eval_accuracy_basketball-court": 0.0,
|
| 6 |
"eval_accuracy_bridge": 0.0,
|
| 7 |
+
"eval_accuracy_ground-track-field": 0.009750103511372895,
|
| 8 |
+
"eval_accuracy_harbor": 0.37845062458232664,
|
| 9 |
"eval_accuracy_helicopter": NaN,
|
| 10 |
+
"eval_accuracy_large-vehicle": 0.21512753535397483,
|
| 11 |
"eval_accuracy_plane": 0.0,
|
| 12 |
"eval_accuracy_roundabout": 0.0,
|
| 13 |
+
"eval_accuracy_ship": 0.5956177296430004,
|
| 14 |
+
"eval_accuracy_small-vehicle": 0.04763241977075892,
|
| 15 |
"eval_accuracy_soccer-ball-field": 0.0,
|
| 16 |
"eval_accuracy_storage-tank": 0.0,
|
| 17 |
"eval_accuracy_swimming-pool": 0.0,
|
| 18 |
+
"eval_accuracy_tennis-court": 0.5923186244816179,
|
| 19 |
"eval_iou_background": 0.0,
|
| 20 |
"eval_iou_baseball-diamond": 0.0,
|
| 21 |
"eval_iou_basketball-court": 0.0,
|
| 22 |
"eval_iou_bridge": 0.0,
|
| 23 |
+
"eval_iou_ground-track-field": 0.009739046907519078,
|
| 24 |
+
"eval_iou_harbor": 0.29934130275676996,
|
| 25 |
"eval_iou_helicopter": NaN,
|
| 26 |
+
"eval_iou_large-vehicle": 0.2123670434628911,
|
| 27 |
"eval_iou_plane": 0.0,
|
| 28 |
"eval_iou_roundabout": 0.0,
|
| 29 |
+
"eval_iou_ship": 0.4620560893072465,
|
| 30 |
+
"eval_iou_small-vehicle": 0.045786725832680446,
|
| 31 |
"eval_iou_soccer-ball-field": 0.0,
|
| 32 |
"eval_iou_storage-tank": 0.0,
|
| 33 |
"eval_iou_swimming-pool": 0.0,
|
| 34 |
+
"eval_iou_tennis-court": 0.5337389825645475,
|
| 35 |
+
"eval_loss": 0.23282881081104279,
|
| 36 |
+
"eval_mean_accuracy": 0.13134978838164654,
|
| 37 |
+
"eval_mean_iou": 0.10420194605544363,
|
| 38 |
+
"eval_overall_accuracy": 0.20168839376559577,
|
| 39 |
+
"eval_runtime": 129.5622,
|
| 40 |
+
"eval_samples_per_second": 0.764,
|
| 41 |
+
"eval_steps_per_second": 0.1
|
| 42 |
}
|
train_results.json
CHANGED
|
@@ -1,7 +1,7 @@
|
|
| 1 |
{
|
| 2 |
-
"epoch":
|
| 3 |
-
"train_loss":
|
| 4 |
-
"train_runtime":
|
| 5 |
-
"train_samples_per_second": 2.
|
| 6 |
-
"train_steps_per_second": 0.
|
| 7 |
}
|
|
|
|
| 1 |
{
|
| 2 |
+
"epoch": 11.43,
|
| 3 |
+
"train_loss": 0.5983023818333943,
|
| 4 |
+
"train_runtime": 3623.6202,
|
| 5 |
+
"train_samples_per_second": 2.649,
|
| 6 |
+
"train_steps_per_second": 0.331
|
| 7 |
}
|
trainer_state.json
CHANGED
|
@@ -1,17 +1,17 @@
|
|
| 1 |
{
|
| 2 |
"best_metric": null,
|
| 3 |
"best_model_checkpoint": null,
|
| 4 |
-
"epoch":
|
| 5 |
"eval_steps": 500,
|
| 6 |
-
"global_step":
|
| 7 |
"is_hyper_param_search": false,
|
| 8 |
"is_local_process_zero": true,
|
| 9 |
"is_world_process_zero": true,
|
| 10 |
"log_history": [
|
| 11 |
{
|
| 12 |
"epoch": 0.95,
|
| 13 |
-
"learning_rate":
|
| 14 |
-
"loss":
|
| 15 |
"step": 100
|
| 16 |
},
|
| 17 |
{
|
|
@@ -21,106 +21,596 @@
|
|
| 21 |
"eval_accuracy_basketball-court": 0.0,
|
| 22 |
"eval_accuracy_bridge": 0.0,
|
| 23 |
"eval_accuracy_ground-track-field": 0.0,
|
| 24 |
-
"eval_accuracy_harbor": 0.
|
| 25 |
"eval_accuracy_helicopter": NaN,
|
| 26 |
-
"eval_accuracy_large-vehicle": 0.
|
| 27 |
"eval_accuracy_plane": 0.0,
|
| 28 |
"eval_accuracy_roundabout": 0.0,
|
| 29 |
-
"eval_accuracy_ship": 0.
|
| 30 |
-
"eval_accuracy_small-vehicle": 0.
|
| 31 |
-
"eval_accuracy_soccer-ball-field": 0.
|
| 32 |
"eval_accuracy_storage-tank": 0.0,
|
| 33 |
"eval_accuracy_swimming-pool": 0.0,
|
| 34 |
-
"eval_accuracy_tennis-court": 0.
|
| 35 |
"eval_iou_background": 0.0,
|
| 36 |
"eval_iou_baseball-diamond": 0.0,
|
| 37 |
"eval_iou_basketball-court": 0.0,
|
| 38 |
"eval_iou_bridge": 0.0,
|
| 39 |
"eval_iou_ground-track-field": 0.0,
|
| 40 |
-
"eval_iou_harbor": 0.
|
| 41 |
"eval_iou_helicopter": NaN,
|
| 42 |
-
"eval_iou_large-vehicle": 0.
|
| 43 |
"eval_iou_plane": 0.0,
|
| 44 |
"eval_iou_roundabout": 0.0,
|
| 45 |
-
"eval_iou_ship": 0.
|
| 46 |
-
"eval_iou_small-vehicle": 0.
|
| 47 |
-
"eval_iou_soccer-ball-field": 0.
|
| 48 |
"eval_iou_storage-tank": 0.0,
|
| 49 |
"eval_iou_swimming-pool": 0.0,
|
| 50 |
-
"eval_iou_tennis-court": 0.
|
| 51 |
-
"eval_loss": 1.
|
| 52 |
-
"eval_mean_accuracy": 0.
|
| 53 |
-
"eval_mean_iou": 0.
|
| 54 |
-
"eval_overall_accuracy": 0.
|
| 55 |
-
"eval_runtime":
|
| 56 |
-
"eval_samples_per_second": 0.
|
| 57 |
-
"eval_steps_per_second": 0.
|
| 58 |
"step": 105
|
| 59 |
},
|
| 60 |
{
|
| 61 |
"epoch": 1.9,
|
| 62 |
-
"learning_rate":
|
| 63 |
-
"loss": 1.
|
| 64 |
"step": 200
|
| 65 |
},
|
| 66 |
{
|
| 67 |
-
"epoch":
|
| 68 |
"eval_accuracy_background": NaN,
|
| 69 |
"eval_accuracy_baseball-diamond": 0.0,
|
| 70 |
"eval_accuracy_basketball-court": 0.0,
|
| 71 |
"eval_accuracy_bridge": 0.0,
|
| 72 |
"eval_accuracy_ground-track-field": 0.0,
|
| 73 |
-
"eval_accuracy_harbor": 0.
|
| 74 |
"eval_accuracy_helicopter": NaN,
|
| 75 |
-
"eval_accuracy_large-vehicle": 0.
|
| 76 |
"eval_accuracy_plane": 0.0,
|
| 77 |
"eval_accuracy_roundabout": 0.0,
|
| 78 |
-
"eval_accuracy_ship": 0.
|
| 79 |
-
"eval_accuracy_small-vehicle": 0.
|
| 80 |
"eval_accuracy_soccer-ball-field": 0.0,
|
| 81 |
"eval_accuracy_storage-tank": 0.0,
|
| 82 |
"eval_accuracy_swimming-pool": 0.0,
|
| 83 |
-
"eval_accuracy_tennis-court": 0.
|
| 84 |
"eval_iou_background": 0.0,
|
| 85 |
"eval_iou_baseball-diamond": 0.0,
|
| 86 |
"eval_iou_basketball-court": 0.0,
|
| 87 |
"eval_iou_bridge": 0.0,
|
| 88 |
"eval_iou_ground-track-field": 0.0,
|
| 89 |
-
"eval_iou_harbor": 0.
|
| 90 |
"eval_iou_helicopter": NaN,
|
| 91 |
-
"eval_iou_large-vehicle": 0.
|
| 92 |
"eval_iou_plane": 0.0,
|
| 93 |
"eval_iou_roundabout": 0.0,
|
| 94 |
-
"eval_iou_ship": 0.
|
| 95 |
-
"eval_iou_small-vehicle": 0.
|
| 96 |
"eval_iou_soccer-ball-field": 0.0,
|
| 97 |
"eval_iou_storage-tank": 0.0,
|
| 98 |
"eval_iou_swimming-pool": 0.0,
|
| 99 |
-
"eval_iou_tennis-court": 0.
|
| 100 |
-
"eval_loss":
|
| 101 |
-
"eval_mean_accuracy": 0.
|
| 102 |
-
"eval_mean_iou": 0.
|
| 103 |
-
"eval_overall_accuracy": 0.
|
| 104 |
-
"eval_runtime":
|
| 105 |
-
"eval_samples_per_second": 0.
|
| 106 |
-
"eval_steps_per_second": 0.
|
| 107 |
-
"step":
|
| 108 |
},
|
| 109 |
{
|
| 110 |
-
"epoch":
|
| 111 |
-
"
|
| 112 |
-
"
|
| 113 |
-
"
|
| 114 |
-
|
| 115 |
-
|
| 116 |
-
"
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 117 |
}
|
| 118 |
],
|
| 119 |
"logging_steps": 100,
|
| 120 |
-
"max_steps":
|
| 121 |
-
"num_train_epochs":
|
| 122 |
"save_steps": 500,
|
| 123 |
-
"total_flos":
|
| 124 |
"trial_name": null,
|
| 125 |
"trial_params": null
|
| 126 |
}
|
|
|
|
| 1 |
{
|
| 2 |
"best_metric": null,
|
| 3 |
"best_model_checkpoint": null,
|
| 4 |
+
"epoch": 11.428571428571429,
|
| 5 |
"eval_steps": 500,
|
| 6 |
+
"global_step": 1200,
|
| 7 |
"is_hyper_param_search": false,
|
| 8 |
"is_local_process_zero": true,
|
| 9 |
"is_world_process_zero": true,
|
| 10 |
"log_history": [
|
| 11 |
{
|
| 12 |
"epoch": 0.95,
|
| 13 |
+
"learning_rate": 5.500833333333333e-05,
|
| 14 |
+
"loss": 1.9822,
|
| 15 |
"step": 100
|
| 16 |
},
|
| 17 |
{
|
|
|
|
| 21 |
"eval_accuracy_basketball-court": 0.0,
|
| 22 |
"eval_accuracy_bridge": 0.0,
|
| 23 |
"eval_accuracy_ground-track-field": 0.0,
|
| 24 |
+
"eval_accuracy_harbor": 0.4963244743741325,
|
| 25 |
"eval_accuracy_helicopter": NaN,
|
| 26 |
+
"eval_accuracy_large-vehicle": 0.22959375768701085,
|
| 27 |
"eval_accuracy_plane": 0.0,
|
| 28 |
"eval_accuracy_roundabout": 0.0,
|
| 29 |
+
"eval_accuracy_ship": 0.47352587244283995,
|
| 30 |
+
"eval_accuracy_small-vehicle": 0.0,
|
| 31 |
+
"eval_accuracy_soccer-ball-field": 0.0,
|
| 32 |
"eval_accuracy_storage-tank": 0.0,
|
| 33 |
"eval_accuracy_swimming-pool": 0.0,
|
| 34 |
+
"eval_accuracy_tennis-court": 0.8168771259493965,
|
| 35 |
"eval_iou_background": 0.0,
|
| 36 |
"eval_iou_baseball-diamond": 0.0,
|
| 37 |
"eval_iou_basketball-court": 0.0,
|
| 38 |
"eval_iou_bridge": 0.0,
|
| 39 |
"eval_iou_ground-track-field": 0.0,
|
| 40 |
+
"eval_iou_harbor": 0.3354876819903402,
|
| 41 |
"eval_iou_helicopter": NaN,
|
| 42 |
+
"eval_iou_large-vehicle": 0.22687399857464824,
|
| 43 |
"eval_iou_plane": 0.0,
|
| 44 |
"eval_iou_roundabout": 0.0,
|
| 45 |
+
"eval_iou_ship": 0.25260117153021105,
|
| 46 |
+
"eval_iou_small-vehicle": 0.0,
|
| 47 |
+
"eval_iou_soccer-ball-field": 0.0,
|
| 48 |
"eval_iou_storage-tank": 0.0,
|
| 49 |
"eval_iou_swimming-pool": 0.0,
|
| 50 |
+
"eval_iou_tennis-court": 0.6683037628857792,
|
| 51 |
+
"eval_loss": 1.289176106452942,
|
| 52 |
+
"eval_mean_accuracy": 0.14402294503238428,
|
| 53 |
+
"eval_mean_iou": 0.0988844409987319,
|
| 54 |
+
"eval_overall_accuracy": 0.23478969675121228,
|
| 55 |
+
"eval_runtime": 130.3608,
|
| 56 |
+
"eval_samples_per_second": 0.759,
|
| 57 |
+
"eval_steps_per_second": 0.1,
|
| 58 |
"step": 105
|
| 59 |
},
|
| 60 |
{
|
| 61 |
"epoch": 1.9,
|
| 62 |
+
"learning_rate": 5.001666666666667e-05,
|
| 63 |
+
"loss": 1.2543,
|
| 64 |
"step": 200
|
| 65 |
},
|
| 66 |
{
|
| 67 |
+
"epoch": 2.0,
|
| 68 |
"eval_accuracy_background": NaN,
|
| 69 |
"eval_accuracy_baseball-diamond": 0.0,
|
| 70 |
"eval_accuracy_basketball-court": 0.0,
|
| 71 |
"eval_accuracy_bridge": 0.0,
|
| 72 |
"eval_accuracy_ground-track-field": 0.0,
|
| 73 |
+
"eval_accuracy_harbor": 0.405490155760037,
|
| 74 |
"eval_accuracy_helicopter": NaN,
|
| 75 |
+
"eval_accuracy_large-vehicle": 0.2275305012223916,
|
| 76 |
"eval_accuracy_plane": 0.0,
|
| 77 |
"eval_accuracy_roundabout": 0.0,
|
| 78 |
+
"eval_accuracy_ship": 0.1505214600882471,
|
| 79 |
+
"eval_accuracy_small-vehicle": 0.0,
|
| 80 |
"eval_accuracy_soccer-ball-field": 0.0,
|
| 81 |
"eval_accuracy_storage-tank": 0.0,
|
| 82 |
"eval_accuracy_swimming-pool": 0.0,
|
| 83 |
+
"eval_accuracy_tennis-court": 0.8537929267042542,
|
| 84 |
"eval_iou_background": 0.0,
|
| 85 |
"eval_iou_baseball-diamond": 0.0,
|
| 86 |
"eval_iou_basketball-court": 0.0,
|
| 87 |
"eval_iou_bridge": 0.0,
|
| 88 |
"eval_iou_ground-track-field": 0.0,
|
| 89 |
+
"eval_iou_harbor": 0.25194033664441534,
|
| 90 |
"eval_iou_helicopter": NaN,
|
| 91 |
+
"eval_iou_large-vehicle": 0.22483629869700378,
|
| 92 |
"eval_iou_plane": 0.0,
|
| 93 |
"eval_iou_roundabout": 0.0,
|
| 94 |
+
"eval_iou_ship": 0.08610848177150561,
|
| 95 |
+
"eval_iou_small-vehicle": 0.0,
|
| 96 |
"eval_iou_soccer-ball-field": 0.0,
|
| 97 |
"eval_iou_storage-tank": 0.0,
|
| 98 |
"eval_iou_swimming-pool": 0.0,
|
| 99 |
+
"eval_iou_tennis-court": 0.736334319001517,
|
| 100 |
+
"eval_loss": 0.8622854948043823,
|
| 101 |
+
"eval_mean_accuracy": 0.11695250312678071,
|
| 102 |
+
"eval_mean_iou": 0.08661462907429612,
|
| 103 |
+
"eval_overall_accuracy": 0.23483131750165362,
|
| 104 |
+
"eval_runtime": 129.8172,
|
| 105 |
+
"eval_samples_per_second": 0.763,
|
| 106 |
+
"eval_steps_per_second": 0.1,
|
| 107 |
+
"step": 210
|
| 108 |
},
|
| 109 |
{
|
| 110 |
+
"epoch": 2.86,
|
| 111 |
+
"learning_rate": 4.5025000000000003e-05,
|
| 112 |
+
"loss": 0.8713,
|
| 113 |
+
"step": 300
|
| 114 |
+
},
|
| 115 |
+
{
|
| 116 |
+
"epoch": 3.0,
|
| 117 |
+
"eval_accuracy_background": NaN,
|
| 118 |
+
"eval_accuracy_baseball-diamond": 0.0,
|
| 119 |
+
"eval_accuracy_basketball-court": 0.0,
|
| 120 |
+
"eval_accuracy_bridge": 0.0,
|
| 121 |
+
"eval_accuracy_ground-track-field": 0.0,
|
| 122 |
+
"eval_accuracy_harbor": 0.26088521050737673,
|
| 123 |
+
"eval_accuracy_helicopter": NaN,
|
| 124 |
+
"eval_accuracy_large-vehicle": 0.19634403672027564,
|
| 125 |
+
"eval_accuracy_plane": 0.0,
|
| 126 |
+
"eval_accuracy_roundabout": 0.0,
|
| 127 |
+
"eval_accuracy_ship": 0.00947653429602888,
|
| 128 |
+
"eval_accuracy_small-vehicle": 0.0,
|
| 129 |
+
"eval_accuracy_soccer-ball-field": 0.0,
|
| 130 |
+
"eval_accuracy_storage-tank": 0.0,
|
| 131 |
+
"eval_accuracy_swimming-pool": 0.0,
|
| 132 |
+
"eval_accuracy_tennis-court": 0.5983372940061817,
|
| 133 |
+
"eval_iou_background": 0.0,
|
| 134 |
+
"eval_iou_baseball-diamond": 0.0,
|
| 135 |
+
"eval_iou_basketball-court": 0.0,
|
| 136 |
+
"eval_iou_bridge": 0.0,
|
| 137 |
+
"eval_iou_ground-track-field": 0.0,
|
| 138 |
+
"eval_iou_harbor": 0.18212158185602526,
|
| 139 |
+
"eval_iou_helicopter": NaN,
|
| 140 |
+
"eval_iou_large-vehicle": 0.19528883474139022,
|
| 141 |
+
"eval_iou_plane": 0.0,
|
| 142 |
+
"eval_iou_roundabout": 0.0,
|
| 143 |
+
"eval_iou_ship": 0.009133523413714782,
|
| 144 |
+
"eval_iou_small-vehicle": 0.0,
|
| 145 |
+
"eval_iou_soccer-ball-field": 0.0,
|
| 146 |
+
"eval_iou_storage-tank": 0.0,
|
| 147 |
+
"eval_iou_swimming-pool": 0.0,
|
| 148 |
+
"eval_iou_tennis-court": 0.5713994356127606,
|
| 149 |
+
"eval_loss": 0.5621587038040161,
|
| 150 |
+
"eval_mean_accuracy": 0.07607450539499021,
|
| 151 |
+
"eval_mean_iou": 0.0638628917082594,
|
| 152 |
+
"eval_overall_accuracy": 0.17716992984022115,
|
| 153 |
+
"eval_runtime": 129.7771,
|
| 154 |
+
"eval_samples_per_second": 0.763,
|
| 155 |
+
"eval_steps_per_second": 0.1,
|
| 156 |
+
"step": 315
|
| 157 |
+
},
|
| 158 |
+
{
|
| 159 |
+
"epoch": 3.81,
|
| 160 |
+
"learning_rate": 4.003333333333334e-05,
|
| 161 |
+
"loss": 0.5934,
|
| 162 |
+
"step": 400
|
| 163 |
+
},
|
| 164 |
+
{
|
| 165 |
+
"epoch": 4.0,
|
| 166 |
+
"eval_accuracy_background": NaN,
|
| 167 |
+
"eval_accuracy_baseball-diamond": 0.0,
|
| 168 |
+
"eval_accuracy_basketball-court": 0.0,
|
| 169 |
+
"eval_accuracy_bridge": 0.0,
|
| 170 |
+
"eval_accuracy_ground-track-field": 0.0,
|
| 171 |
+
"eval_accuracy_harbor": 0.3259651467639953,
|
| 172 |
+
"eval_accuracy_helicopter": NaN,
|
| 173 |
+
"eval_accuracy_large-vehicle": 0.2754489214339381,
|
| 174 |
+
"eval_accuracy_plane": 0.0,
|
| 175 |
+
"eval_accuracy_roundabout": 0.0,
|
| 176 |
+
"eval_accuracy_ship": 0.015593662254312074,
|
| 177 |
+
"eval_accuracy_small-vehicle": 0.0,
|
| 178 |
+
"eval_accuracy_soccer-ball-field": 0.0,
|
| 179 |
+
"eval_accuracy_storage-tank": 0.0,
|
| 180 |
+
"eval_accuracy_swimming-pool": 0.0,
|
| 181 |
+
"eval_accuracy_tennis-court": 0.5852049454048429,
|
| 182 |
+
"eval_iou_background": 0.0,
|
| 183 |
+
"eval_iou_baseball-diamond": 0.0,
|
| 184 |
+
"eval_iou_basketball-court": 0.0,
|
| 185 |
+
"eval_iou_bridge": 0.0,
|
| 186 |
+
"eval_iou_ground-track-field": 0.0,
|
| 187 |
+
"eval_iou_harbor": 0.21494915254237287,
|
| 188 |
+
"eval_iou_helicopter": NaN,
|
| 189 |
+
"eval_iou_large-vehicle": 0.2705921998931492,
|
| 190 |
+
"eval_iou_plane": 0.0,
|
| 191 |
+
"eval_iou_roundabout": 0.0,
|
| 192 |
+
"eval_iou_ship": 0.01374464135767004,
|
| 193 |
+
"eval_iou_small-vehicle": 0.0,
|
| 194 |
+
"eval_iou_soccer-ball-field": 0.0,
|
| 195 |
+
"eval_iou_storage-tank": 0.0,
|
| 196 |
+
"eval_iou_swimming-pool": 0.0,
|
| 197 |
+
"eval_iou_tennis-court": 0.5480765733985992,
|
| 198 |
+
"eval_loss": 0.4177829325199127,
|
| 199 |
+
"eval_mean_accuracy": 0.08587233398979202,
|
| 200 |
+
"eval_mean_iou": 0.06982417114611943,
|
| 201 |
+
"eval_overall_accuracy": 0.2061629445976586,
|
| 202 |
+
"eval_runtime": 129.5042,
|
| 203 |
+
"eval_samples_per_second": 0.764,
|
| 204 |
+
"eval_steps_per_second": 0.1,
|
| 205 |
+
"step": 420
|
| 206 |
+
},
|
| 207 |
+
{
|
| 208 |
+
"epoch": 4.76,
|
| 209 |
+
"learning_rate": 3.504166666666667e-05,
|
| 210 |
+
"loss": 0.4793,
|
| 211 |
+
"step": 500
|
| 212 |
+
},
|
| 213 |
+
{
|
| 214 |
+
"epoch": 5.0,
|
| 215 |
+
"eval_accuracy_background": NaN,
|
| 216 |
+
"eval_accuracy_baseball-diamond": 0.0,
|
| 217 |
+
"eval_accuracy_basketball-court": 0.0,
|
| 218 |
+
"eval_accuracy_bridge": 0.0,
|
| 219 |
+
"eval_accuracy_ground-track-field": 0.0,
|
| 220 |
+
"eval_accuracy_harbor": 0.2203773196936205,
|
| 221 |
+
"eval_accuracy_helicopter": NaN,
|
| 222 |
+
"eval_accuracy_large-vehicle": 0.09540845951884123,
|
| 223 |
+
"eval_accuracy_plane": 0.0,
|
| 224 |
+
"eval_accuracy_roundabout": 0.0,
|
| 225 |
+
"eval_accuracy_ship": 0.1355796229442439,
|
| 226 |
+
"eval_accuracy_small-vehicle": 0.0004760159859181458,
|
| 227 |
+
"eval_accuracy_soccer-ball-field": 0.0,
|
| 228 |
+
"eval_accuracy_storage-tank": 0.0,
|
| 229 |
+
"eval_accuracy_swimming-pool": 0.0,
|
| 230 |
+
"eval_accuracy_tennis-court": 0.4300902412127425,
|
| 231 |
+
"eval_iou_background": 0.0,
|
| 232 |
+
"eval_iou_baseball-diamond": 0.0,
|
| 233 |
+
"eval_iou_basketball-court": 0.0,
|
| 234 |
+
"eval_iou_bridge": 0.0,
|
| 235 |
+
"eval_iou_ground-track-field": 0.0,
|
| 236 |
+
"eval_iou_harbor": 0.16730408991570403,
|
| 237 |
+
"eval_iou_helicopter": NaN,
|
| 238 |
+
"eval_iou_large-vehicle": 0.09505470780546928,
|
| 239 |
+
"eval_iou_plane": 0.0,
|
| 240 |
+
"eval_iou_roundabout": 0.0,
|
| 241 |
+
"eval_iou_ship": 0.11770339093718714,
|
| 242 |
+
"eval_iou_small-vehicle": 0.0004760159859181458,
|
| 243 |
+
"eval_iou_soccer-ball-field": 0.0,
|
| 244 |
+
"eval_iou_storage-tank": 0.0,
|
| 245 |
+
"eval_iou_swimming-pool": 0.0,
|
| 246 |
+
"eval_iou_tennis-court": 0.3971643921084903,
|
| 247 |
+
"eval_loss": 0.32397353649139404,
|
| 248 |
+
"eval_mean_accuracy": 0.0629951185253833,
|
| 249 |
+
"eval_mean_iou": 0.05184683978351792,
|
| 250 |
+
"eval_overall_accuracy": 0.11199695720298312,
|
| 251 |
+
"eval_runtime": 130.4117,
|
| 252 |
+
"eval_samples_per_second": 0.759,
|
| 253 |
+
"eval_steps_per_second": 0.1,
|
| 254 |
+
"step": 525
|
| 255 |
+
},
|
| 256 |
+
{
|
| 257 |
+
"epoch": 5.71,
|
| 258 |
+
"learning_rate": 3.0050000000000002e-05,
|
| 259 |
+
"loss": 0.3711,
|
| 260 |
+
"step": 600
|
| 261 |
+
},
|
| 262 |
+
{
|
| 263 |
+
"epoch": 6.0,
|
| 264 |
+
"eval_accuracy_background": NaN,
|
| 265 |
+
"eval_accuracy_baseball-diamond": 0.0,
|
| 266 |
+
"eval_accuracy_basketball-court": 0.0,
|
| 267 |
+
"eval_accuracy_bridge": 0.0,
|
| 268 |
+
"eval_accuracy_ground-track-field": 2.6712612359925738e-05,
|
| 269 |
+
"eval_accuracy_harbor": 0.23220068883976763,
|
| 270 |
+
"eval_accuracy_helicopter": NaN,
|
| 271 |
+
"eval_accuracy_large-vehicle": 0.10020933769969495,
|
| 272 |
+
"eval_accuracy_plane": 0.0,
|
| 273 |
+
"eval_accuracy_roundabout": 0.0,
|
| 274 |
+
"eval_accuracy_ship": 0.46074007220216606,
|
| 275 |
+
"eval_accuracy_small-vehicle": 0.00018150249822778222,
|
| 276 |
+
"eval_accuracy_soccer-ball-field": 0.0,
|
| 277 |
+
"eval_accuracy_storage-tank": 0.0,
|
| 278 |
+
"eval_accuracy_swimming-pool": 0.0,
|
| 279 |
+
"eval_accuracy_tennis-court": 0.5083445940698632,
|
| 280 |
+
"eval_iou_background": 0.0,
|
| 281 |
+
"eval_iou_baseball-diamond": 0.0,
|
| 282 |
+
"eval_iou_basketball-court": 0.0,
|
| 283 |
+
"eval_iou_bridge": 0.0,
|
| 284 |
+
"eval_iou_ground-track-field": 2.6712612359925738e-05,
|
| 285 |
+
"eval_iou_harbor": 0.1977843944303354,
|
| 286 |
+
"eval_iou_helicopter": NaN,
|
| 287 |
+
"eval_iou_large-vehicle": 0.09980816698638835,
|
| 288 |
+
"eval_iou_plane": 0.0,
|
| 289 |
+
"eval_iou_roundabout": 0.0,
|
| 290 |
+
"eval_iou_ship": 0.3787248073197873,
|
| 291 |
+
"eval_iou_small-vehicle": 0.00018150249822778222,
|
| 292 |
+
"eval_iou_soccer-ball-field": 0.0,
|
| 293 |
+
"eval_iou_storage-tank": 0.0,
|
| 294 |
+
"eval_iou_swimming-pool": 0.0,
|
| 295 |
+
"eval_iou_tennis-court": 0.4270271680806855,
|
| 296 |
+
"eval_loss": 0.2836246192455292,
|
| 297 |
+
"eval_mean_accuracy": 0.0929787791372914,
|
| 298 |
+
"eval_mean_iou": 0.07357018346185229,
|
| 299 |
+
"eval_overall_accuracy": 0.13098434355432245,
|
| 300 |
+
"eval_runtime": 130.0055,
|
| 301 |
+
"eval_samples_per_second": 0.762,
|
| 302 |
+
"eval_steps_per_second": 0.1,
|
| 303 |
+
"step": 630
|
| 304 |
+
},
|
| 305 |
+
{
|
| 306 |
+
"epoch": 6.67,
|
| 307 |
+
"learning_rate": 2.505833333333333e-05,
|
| 308 |
+
"loss": 0.347,
|
| 309 |
+
"step": 700
|
| 310 |
+
},
|
| 311 |
+
{
|
| 312 |
+
"epoch": 7.0,
|
| 313 |
+
"eval_accuracy_background": NaN,
|
| 314 |
+
"eval_accuracy_baseball-diamond": 0.0,
|
| 315 |
+
"eval_accuracy_basketball-court": 0.0,
|
| 316 |
+
"eval_accuracy_bridge": 0.0,
|
| 317 |
+
"eval_accuracy_ground-track-field": 0.00012020675561966583,
|
| 318 |
+
"eval_accuracy_harbor": 0.3911993008790418,
|
| 319 |
+
"eval_accuracy_helicopter": NaN,
|
| 320 |
+
"eval_accuracy_large-vehicle": 0.22613993664648033,
|
| 321 |
+
"eval_accuracy_plane": 0.0,
|
| 322 |
+
"eval_accuracy_roundabout": 0.0,
|
| 323 |
+
"eval_accuracy_ship": 0.528830726032892,
|
| 324 |
+
"eval_accuracy_small-vehicle": 0.016006465598427434,
|
| 325 |
+
"eval_accuracy_soccer-ball-field": 0.0,
|
| 326 |
+
"eval_accuracy_storage-tank": 0.0,
|
| 327 |
+
"eval_accuracy_swimming-pool": 0.0,
|
| 328 |
+
"eval_accuracy_tennis-court": 0.5768875324231552,
|
| 329 |
+
"eval_iou_background": 0.0,
|
| 330 |
+
"eval_iou_baseball-diamond": 0.0,
|
| 331 |
+
"eval_iou_basketball-court": 0.0,
|
| 332 |
+
"eval_iou_bridge": 0.0,
|
| 333 |
+
"eval_iou_ground-track-field": 0.00012020515012287637,
|
| 334 |
+
"eval_iou_harbor": 0.2954995534500835,
|
| 335 |
+
"eval_iou_helicopter": NaN,
|
| 336 |
+
"eval_iou_large-vehicle": 0.2223430579594738,
|
| 337 |
+
"eval_iou_plane": 0.0,
|
| 338 |
+
"eval_iou_roundabout": 0.0,
|
| 339 |
+
"eval_iou_ship": 0.4019895567328582,
|
| 340 |
+
"eval_iou_small-vehicle": 0.0158949856319396,
|
| 341 |
+
"eval_iou_soccer-ball-field": 0.0,
|
| 342 |
+
"eval_iou_storage-tank": 0.0,
|
| 343 |
+
"eval_iou_swimming-pool": 0.0,
|
| 344 |
+
"eval_iou_tennis-court": 0.5461379543583108,
|
| 345 |
+
"eval_loss": 0.26471075415611267,
|
| 346 |
+
"eval_mean_accuracy": 0.12422744059540117,
|
| 347 |
+
"eval_mean_iou": 0.09879902088551924,
|
| 348 |
+
"eval_overall_accuracy": 0.19628858163526008,
|
| 349 |
+
"eval_runtime": 130.1284,
|
| 350 |
+
"eval_samples_per_second": 0.761,
|
| 351 |
+
"eval_steps_per_second": 0.1,
|
| 352 |
+
"step": 735
|
| 353 |
+
},
|
| 354 |
+
{
|
| 355 |
+
"epoch": 7.62,
|
| 356 |
+
"learning_rate": 2.006666666666667e-05,
|
| 357 |
+
"loss": 0.3004,
|
| 358 |
+
"step": 800
|
| 359 |
+
},
|
| 360 |
+
{
|
| 361 |
+
"epoch": 8.0,
|
| 362 |
+
"eval_accuracy_background": NaN,
|
| 363 |
+
"eval_accuracy_baseball-diamond": 0.0,
|
| 364 |
+
"eval_accuracy_basketball-court": 0.0,
|
| 365 |
+
"eval_accuracy_bridge": 0.0,
|
| 366 |
+
"eval_accuracy_ground-track-field": 0.0006277463904582549,
|
| 367 |
+
"eval_accuracy_harbor": 0.4247159821107284,
|
| 368 |
+
"eval_accuracy_helicopter": NaN,
|
| 369 |
+
"eval_accuracy_large-vehicle": 0.36401834675091493,
|
| 370 |
+
"eval_accuracy_plane": 0.0,
|
| 371 |
+
"eval_accuracy_roundabout": 0.0,
|
| 372 |
+
"eval_accuracy_ship": 0.5257220216606499,
|
| 373 |
+
"eval_accuracy_small-vehicle": 0.06174851972726681,
|
| 374 |
+
"eval_accuracy_soccer-ball-field": 0.0,
|
| 375 |
+
"eval_accuracy_storage-tank": 0.0,
|
| 376 |
+
"eval_accuracy_swimming-pool": 0.0,
|
| 377 |
+
"eval_accuracy_tennis-court": 0.6456246214062719,
|
| 378 |
+
"eval_iou_background": 0.0,
|
| 379 |
+
"eval_iou_baseball-diamond": 0.0,
|
| 380 |
+
"eval_iou_basketball-court": 0.0,
|
| 381 |
+
"eval_iou_bridge": 0.0,
|
| 382 |
+
"eval_iou_ground-track-field": 0.0006277463904582549,
|
| 383 |
+
"eval_iou_harbor": 0.3104031258218432,
|
| 384 |
+
"eval_iou_helicopter": NaN,
|
| 385 |
+
"eval_iou_large-vehicle": 0.35574267253855674,
|
| 386 |
+
"eval_iou_plane": 0.0,
|
| 387 |
+
"eval_iou_roundabout": 0.0,
|
| 388 |
+
"eval_iou_ship": 0.4010327022375215,
|
| 389 |
+
"eval_iou_small-vehicle": 0.0589859429539752,
|
| 390 |
+
"eval_iou_soccer-ball-field": 0.0,
|
| 391 |
+
"eval_iou_storage-tank": 0.0,
|
| 392 |
+
"eval_iou_swimming-pool": 0.0,
|
| 393 |
+
"eval_iou_tennis-court": 0.5756658784263353,
|
| 394 |
+
"eval_loss": 0.2667113244533539,
|
| 395 |
+
"eval_mean_accuracy": 0.14446123128902072,
|
| 396 |
+
"eval_mean_iou": 0.11349720455791269,
|
| 397 |
+
"eval_overall_accuracy": 0.2693381212137123,
|
| 398 |
+
"eval_runtime": 133.0464,
|
| 399 |
+
"eval_samples_per_second": 0.744,
|
| 400 |
+
"eval_steps_per_second": 0.098,
|
| 401 |
+
"step": 840
|
| 402 |
+
},
|
| 403 |
+
{
|
| 404 |
+
"epoch": 8.57,
|
| 405 |
+
"learning_rate": 1.5075000000000002e-05,
|
| 406 |
+
"loss": 0.2622,
|
| 407 |
+
"step": 900
|
| 408 |
+
},
|
| 409 |
+
{
|
| 410 |
+
"epoch": 9.0,
|
| 411 |
+
"eval_accuracy_background": NaN,
|
| 412 |
+
"eval_accuracy_baseball-diamond": 0.0,
|
| 413 |
+
"eval_accuracy_basketball-court": 0.0,
|
| 414 |
+
"eval_accuracy_bridge": 0.0,
|
| 415 |
+
"eval_accuracy_ground-track-field": 0.00012020675561966583,
|
| 416 |
+
"eval_accuracy_harbor": 0.2554875854623965,
|
| 417 |
+
"eval_accuracy_helicopter": NaN,
|
| 418 |
+
"eval_accuracy_large-vehicle": 0.13435430782180025,
|
| 419 |
+
"eval_accuracy_plane": 0.0,
|
| 420 |
+
"eval_accuracy_roundabout": 0.0,
|
| 421 |
+
"eval_accuracy_ship": 0.4917769755314882,
|
| 422 |
+
"eval_accuracy_small-vehicle": 0.020715256826034992,
|
| 423 |
+
"eval_accuracy_soccer-ball-field": 0.0,
|
| 424 |
+
"eval_accuracy_storage-tank": 0.0,
|
| 425 |
+
"eval_accuracy_swimming-pool": 0.0,
|
| 426 |
+
"eval_accuracy_tennis-court": 0.5719871705263812,
|
| 427 |
+
"eval_iou_background": 0.0,
|
| 428 |
+
"eval_iou_baseball-diamond": 0.0,
|
| 429 |
+
"eval_iou_basketball-court": 0.0,
|
| 430 |
+
"eval_iou_bridge": 0.0,
|
| 431 |
+
"eval_iou_ground-track-field": 0.00012020675561966583,
|
| 432 |
+
"eval_iou_harbor": 0.22073192396518032,
|
| 433 |
+
"eval_iou_helicopter": NaN,
|
| 434 |
+
"eval_iou_large-vehicle": 0.1333791829466018,
|
| 435 |
+
"eval_iou_plane": 0.0,
|
| 436 |
+
"eval_iou_roundabout": 0.0,
|
| 437 |
+
"eval_iou_ship": 0.40104677788681714,
|
| 438 |
+
"eval_iou_small-vehicle": 0.020298657718120807,
|
| 439 |
+
"eval_iou_soccer-ball-field": 0.0,
|
| 440 |
+
"eval_iou_storage-tank": 0.0,
|
| 441 |
+
"eval_iou_swimming-pool": 0.0,
|
| 442 |
+
"eval_iou_tennis-court": 0.507794186591655,
|
| 443 |
+
"eval_loss": 0.23994781076908112,
|
| 444 |
+
"eval_mean_accuracy": 0.1053172502088372,
|
| 445 |
+
"eval_mean_iou": 0.08555806239093297,
|
| 446 |
+
"eval_overall_accuracy": 0.15907514850603918,
|
| 447 |
+
"eval_runtime": 132.2048,
|
| 448 |
+
"eval_samples_per_second": 0.749,
|
| 449 |
+
"eval_steps_per_second": 0.098,
|
| 450 |
+
"step": 945
|
| 451 |
+
},
|
| 452 |
+
{
|
| 453 |
+
"epoch": 9.52,
|
| 454 |
+
"learning_rate": 1.0083333333333332e-05,
|
| 455 |
+
"loss": 0.2489,
|
| 456 |
+
"step": 1000
|
| 457 |
+
},
|
| 458 |
+
{
|
| 459 |
+
"epoch": 10.0,
|
| 460 |
+
"eval_accuracy_background": NaN,
|
| 461 |
+
"eval_accuracy_baseball-diamond": 0.0,
|
| 462 |
+
"eval_accuracy_basketball-court": 0.0,
|
| 463 |
+
"eval_accuracy_bridge": 0.0,
|
| 464 |
+
"eval_accuracy_ground-track-field": 0.0030185251966716085,
|
| 465 |
+
"eval_accuracy_harbor": 0.42620675474219916,
|
| 466 |
+
"eval_accuracy_helicopter": NaN,
|
| 467 |
+
"eval_accuracy_large-vehicle": 0.18800901607934417,
|
| 468 |
+
"eval_accuracy_plane": 0.0,
|
| 469 |
+
"eval_accuracy_roundabout": 0.0,
|
| 470 |
+
"eval_accuracy_ship": 0.5400120336943441,
|
| 471 |
+
"eval_accuracy_small-vehicle": 0.039057282873355775,
|
| 472 |
+
"eval_accuracy_soccer-ball-field": 0.0,
|
| 473 |
+
"eval_accuracy_storage-tank": 0.0,
|
| 474 |
+
"eval_accuracy_swimming-pool": 0.0,
|
| 475 |
+
"eval_accuracy_tennis-court": 0.5640697078421323,
|
| 476 |
+
"eval_iou_background": 0.0,
|
| 477 |
+
"eval_iou_baseball-diamond": 0.0,
|
| 478 |
+
"eval_iou_basketball-court": 0.0,
|
| 479 |
+
"eval_iou_bridge": 0.0,
|
| 480 |
+
"eval_iou_ground-track-field": 0.003018081782003686,
|
| 481 |
+
"eval_iou_harbor": 0.321157421753951,
|
| 482 |
+
"eval_iou_helicopter": NaN,
|
| 483 |
+
"eval_iou_large-vehicle": 0.18596267637687755,
|
| 484 |
+
"eval_iou_plane": 0.0,
|
| 485 |
+
"eval_iou_roundabout": 0.0,
|
| 486 |
+
"eval_iou_ship": 0.42935735927284324,
|
| 487 |
+
"eval_iou_small-vehicle": 0.03790245393879776,
|
| 488 |
+
"eval_iou_soccer-ball-field": 0.0,
|
| 489 |
+
"eval_iou_storage-tank": 0.0,
|
| 490 |
+
"eval_iou_swimming-pool": 0.0,
|
| 491 |
+
"eval_iou_tennis-court": 0.5256290571199063,
|
| 492 |
+
"eval_loss": 0.2446403056383133,
|
| 493 |
+
"eval_mean_accuracy": 0.12574095145914624,
|
| 494 |
+
"eval_mean_iou": 0.10020180334962529,
|
| 495 |
+
"eval_overall_accuracy": 0.18461172001913273,
|
| 496 |
+
"eval_runtime": 130.4966,
|
| 497 |
+
"eval_samples_per_second": 0.759,
|
| 498 |
+
"eval_steps_per_second": 0.1,
|
| 499 |
+
"step": 1050
|
| 500 |
+
},
|
| 501 |
+
{
|
| 502 |
+
"epoch": 10.48,
|
| 503 |
+
"learning_rate": 5.091666666666669e-06,
|
| 504 |
+
"loss": 0.242,
|
| 505 |
+
"step": 1100
|
| 506 |
+
},
|
| 507 |
+
{
|
| 508 |
+
"epoch": 11.0,
|
| 509 |
+
"eval_accuracy_background": NaN,
|
| 510 |
+
"eval_accuracy_baseball-diamond": 0.0,
|
| 511 |
+
"eval_accuracy_basketball-court": 0.0,
|
| 512 |
+
"eval_accuracy_bridge": 0.0,
|
| 513 |
+
"eval_accuracy_ground-track-field": 0.0024041351123933164,
|
| 514 |
+
"eval_accuracy_harbor": 0.35285046008327764,
|
| 515 |
+
"eval_accuracy_helicopter": NaN,
|
| 516 |
+
"eval_accuracy_large-vehicle": 0.18537179613754373,
|
| 517 |
+
"eval_accuracy_plane": 0.0,
|
| 518 |
+
"eval_accuracy_roundabout": 0.0,
|
| 519 |
+
"eval_accuracy_ship": 0.565734055354994,
|
| 520 |
+
"eval_accuracy_small-vehicle": 0.026071292811473697,
|
| 521 |
+
"eval_accuracy_soccer-ball-field": 0.0,
|
| 522 |
+
"eval_accuracy_storage-tank": 0.0,
|
| 523 |
+
"eval_accuracy_swimming-pool": 0.0,
|
| 524 |
+
"eval_accuracy_tennis-court": 0.5443440038519485,
|
| 525 |
+
"eval_iou_background": 0.0,
|
| 526 |
+
"eval_iou_baseball-diamond": 0.0,
|
| 527 |
+
"eval_iou_basketball-court": 0.0,
|
| 528 |
+
"eval_iou_bridge": 0.0,
|
| 529 |
+
"eval_iou_ground-track-field": 0.0024041351123933164,
|
| 530 |
+
"eval_iou_harbor": 0.2829348722176422,
|
| 531 |
+
"eval_iou_helicopter": NaN,
|
| 532 |
+
"eval_iou_large-vehicle": 0.1833538571542067,
|
| 533 |
+
"eval_iou_plane": 0.0,
|
| 534 |
+
"eval_iou_roundabout": 0.0,
|
| 535 |
+
"eval_iou_ship": 0.4500957395883198,
|
| 536 |
+
"eval_iou_small-vehicle": 0.025655455954707824,
|
| 537 |
+
"eval_iou_soccer-ball-field": 0.0,
|
| 538 |
+
"eval_iou_storage-tank": 0.0,
|
| 539 |
+
"eval_iou_swimming-pool": 0.0,
|
| 540 |
+
"eval_iou_tennis-court": 0.49170127392109547,
|
| 541 |
+
"eval_loss": 0.23460666835308075,
|
| 542 |
+
"eval_mean_accuracy": 0.11976969595368792,
|
| 543 |
+
"eval_mean_iou": 0.09574302226322434,
|
| 544 |
+
"eval_overall_accuracy": 0.17730695815705877,
|
| 545 |
+
"eval_runtime": 130.5312,
|
| 546 |
+
"eval_samples_per_second": 0.758,
|
| 547 |
+
"eval_steps_per_second": 0.1,
|
| 548 |
+
"step": 1155
|
| 549 |
+
},
|
| 550 |
+
{
|
| 551 |
+
"epoch": 11.43,
|
| 552 |
+
"learning_rate": 1e-07,
|
| 553 |
+
"loss": 0.2276,
|
| 554 |
+
"step": 1200
|
| 555 |
+
},
|
| 556 |
+
{
|
| 557 |
+
"epoch": 11.43,
|
| 558 |
+
"eval_accuracy_background": NaN,
|
| 559 |
+
"eval_accuracy_baseball-diamond": 0.0,
|
| 560 |
+
"eval_accuracy_basketball-court": 0.0,
|
| 561 |
+
"eval_accuracy_bridge": 0.0,
|
| 562 |
+
"eval_accuracy_ground-track-field": 0.009750103511372895,
|
| 563 |
+
"eval_accuracy_harbor": 0.37845062458232664,
|
| 564 |
+
"eval_accuracy_helicopter": NaN,
|
| 565 |
+
"eval_accuracy_large-vehicle": 0.21512753535397483,
|
| 566 |
+
"eval_accuracy_plane": 0.0,
|
| 567 |
+
"eval_accuracy_roundabout": 0.0,
|
| 568 |
+
"eval_accuracy_ship": 0.5956177296430004,
|
| 569 |
+
"eval_accuracy_small-vehicle": 0.04763241977075892,
|
| 570 |
+
"eval_accuracy_soccer-ball-field": 0.0,
|
| 571 |
+
"eval_accuracy_storage-tank": 0.0,
|
| 572 |
+
"eval_accuracy_swimming-pool": 0.0,
|
| 573 |
+
"eval_accuracy_tennis-court": 0.5923186244816179,
|
| 574 |
+
"eval_iou_background": 0.0,
|
| 575 |
+
"eval_iou_baseball-diamond": 0.0,
|
| 576 |
+
"eval_iou_basketball-court": 0.0,
|
| 577 |
+
"eval_iou_bridge": 0.0,
|
| 578 |
+
"eval_iou_ground-track-field": 0.009739046907519078,
|
| 579 |
+
"eval_iou_harbor": 0.29934130275676996,
|
| 580 |
+
"eval_iou_helicopter": NaN,
|
| 581 |
+
"eval_iou_large-vehicle": 0.2123670434628911,
|
| 582 |
+
"eval_iou_plane": 0.0,
|
| 583 |
+
"eval_iou_roundabout": 0.0,
|
| 584 |
+
"eval_iou_ship": 0.4620560893072465,
|
| 585 |
+
"eval_iou_small-vehicle": 0.045786725832680446,
|
| 586 |
+
"eval_iou_soccer-ball-field": 0.0,
|
| 587 |
+
"eval_iou_storage-tank": 0.0,
|
| 588 |
+
"eval_iou_swimming-pool": 0.0,
|
| 589 |
+
"eval_iou_tennis-court": 0.5337389825645475,
|
| 590 |
+
"eval_loss": 0.23282881081104279,
|
| 591 |
+
"eval_mean_accuracy": 0.13134978838164654,
|
| 592 |
+
"eval_mean_iou": 0.10420194605544363,
|
| 593 |
+
"eval_overall_accuracy": 0.20168839376559577,
|
| 594 |
+
"eval_runtime": 130.4137,
|
| 595 |
+
"eval_samples_per_second": 0.759,
|
| 596 |
+
"eval_steps_per_second": 0.1,
|
| 597 |
+
"step": 1200
|
| 598 |
+
},
|
| 599 |
+
{
|
| 600 |
+
"epoch": 11.43,
|
| 601 |
+
"step": 1200,
|
| 602 |
+
"total_flos": 1.684313569492992e+17,
|
| 603 |
+
"train_loss": 0.5983023818333943,
|
| 604 |
+
"train_runtime": 3623.6202,
|
| 605 |
+
"train_samples_per_second": 2.649,
|
| 606 |
+
"train_steps_per_second": 0.331
|
| 607 |
}
|
| 608 |
],
|
| 609 |
"logging_steps": 100,
|
| 610 |
+
"max_steps": 1200,
|
| 611 |
+
"num_train_epochs": 12,
|
| 612 |
"save_steps": 500,
|
| 613 |
+
"total_flos": 1.684313569492992e+17,
|
| 614 |
"trial_name": null,
|
| 615 |
"trial_params": null
|
| 616 |
}
|