Training in progress, step 18000, checkpoint
Browse files
checkpoint-18000/config.json
ADDED
|
@@ -0,0 +1,92 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "fayetitchenal/segformer_finetuned_full_102824",
|
| 3 |
+
"architectures": [
|
| 4 |
+
"SegformerForSemanticSegmentation"
|
| 5 |
+
],
|
| 6 |
+
"attention_probs_dropout_prob": 0.0,
|
| 7 |
+
"classifier_dropout_prob": 0.1,
|
| 8 |
+
"decoder_hidden_size": 768,
|
| 9 |
+
"depths": [
|
| 10 |
+
3,
|
| 11 |
+
6,
|
| 12 |
+
40,
|
| 13 |
+
3
|
| 14 |
+
],
|
| 15 |
+
"downsampling_rates": [
|
| 16 |
+
1,
|
| 17 |
+
4,
|
| 18 |
+
8,
|
| 19 |
+
16
|
| 20 |
+
],
|
| 21 |
+
"drop_path_rate": 0.1,
|
| 22 |
+
"hidden_act": "gelu",
|
| 23 |
+
"hidden_dropout_prob": 0.0,
|
| 24 |
+
"hidden_sizes": [
|
| 25 |
+
64,
|
| 26 |
+
128,
|
| 27 |
+
320,
|
| 28 |
+
512
|
| 29 |
+
],
|
| 30 |
+
"id2label": {
|
| 31 |
+
"0": "background",
|
| 32 |
+
"1": "double_plant",
|
| 33 |
+
"2": "drydown",
|
| 34 |
+
"3": "endrow",
|
| 35 |
+
"4": "nutrient_deficiency",
|
| 36 |
+
"5": "planter_skip",
|
| 37 |
+
"6": "water",
|
| 38 |
+
"7": "waterway",
|
| 39 |
+
"8": "weed_cluster"
|
| 40 |
+
},
|
| 41 |
+
"image_size": 224,
|
| 42 |
+
"initializer_range": 0.02,
|
| 43 |
+
"label2id": {
|
| 44 |
+
"background": 0,
|
| 45 |
+
"double_plant": 1,
|
| 46 |
+
"drydown": 2,
|
| 47 |
+
"endrow": 3,
|
| 48 |
+
"nutrient_deficiency": 4,
|
| 49 |
+
"planter_skip": 5,
|
| 50 |
+
"water": 6,
|
| 51 |
+
"waterway": 7,
|
| 52 |
+
"weed_cluster": 8
|
| 53 |
+
},
|
| 54 |
+
"layer_norm_eps": 1e-06,
|
| 55 |
+
"mlp_ratios": [
|
| 56 |
+
4,
|
| 57 |
+
4,
|
| 58 |
+
4,
|
| 59 |
+
4
|
| 60 |
+
],
|
| 61 |
+
"model_type": "segformer",
|
| 62 |
+
"num_attention_heads": [
|
| 63 |
+
1,
|
| 64 |
+
2,
|
| 65 |
+
5,
|
| 66 |
+
8
|
| 67 |
+
],
|
| 68 |
+
"num_channels": 4,
|
| 69 |
+
"num_encoder_blocks": 4,
|
| 70 |
+
"patch_sizes": [
|
| 71 |
+
7,
|
| 72 |
+
3,
|
| 73 |
+
3,
|
| 74 |
+
3
|
| 75 |
+
],
|
| 76 |
+
"reshape_last_stage": true,
|
| 77 |
+
"semantic_loss_ignore_index": 255,
|
| 78 |
+
"sr_ratios": [
|
| 79 |
+
8,
|
| 80 |
+
4,
|
| 81 |
+
2,
|
| 82 |
+
1
|
| 83 |
+
],
|
| 84 |
+
"strides": [
|
| 85 |
+
4,
|
| 86 |
+
2,
|
| 87 |
+
2,
|
| 88 |
+
2
|
| 89 |
+
],
|
| 90 |
+
"torch_dtype": "float32",
|
| 91 |
+
"transformers_version": "4.40.2"
|
| 92 |
+
}
|
checkpoint-18000/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:cb52396102a86bf9fe80909a847c3c57983f265ae694ba1ade2c31f7d74b6d76
|
| 3 |
+
size 338562516
|
checkpoint-18000/optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:875bfc1a61cba2b4aa52e7a208f607ef30b2d0f004f3a204434202e6405a415a
|
| 3 |
+
size 677518143
|
checkpoint-18000/rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:70ee661630baaadd8b30bc1c04db32add9b1e4de06e4ce840f9155e76b87ee23
|
| 3 |
+
size 14575
|
checkpoint-18000/scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:3beb4d4c94e5faaf5905d583deafb0bf937633cc661655a0e95874f918c080e9
|
| 3 |
+
size 563
|
checkpoint-18000/trainer_state.json
ADDED
|
@@ -0,0 +1,379 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_metric": null,
|
| 3 |
+
"best_model_checkpoint": null,
|
| 4 |
+
"epoch": 10.61320754716981,
|
| 5 |
+
"eval_steps": 2250,
|
| 6 |
+
"global_step": 18000,
|
| 7 |
+
"is_hyper_param_search": false,
|
| 8 |
+
"is_local_process_zero": true,
|
| 9 |
+
"is_world_process_zero": true,
|
| 10 |
+
"log_history": [
|
| 11 |
+
{
|
| 12 |
+
"epoch": 0.589622641509434,
|
| 13 |
+
"grad_norm": 9.09252643585205,
|
| 14 |
+
"learning_rate": 2.9481132075471702e-05,
|
| 15 |
+
"loss": 2.8132,
|
| 16 |
+
"step": 1000
|
| 17 |
+
},
|
| 18 |
+
{
|
| 19 |
+
"epoch": 1.179245283018868,
|
| 20 |
+
"grad_norm": 7.212547302246094,
|
| 21 |
+
"learning_rate": 5.8962264150943403e-05,
|
| 22 |
+
"loss": 1.7737,
|
| 23 |
+
"step": 2000
|
| 24 |
+
},
|
| 25 |
+
{
|
| 26 |
+
"epoch": 1.3266509433962264,
|
| 27 |
+
"eval_accuracy_background": 0.6323930092153496,
|
| 28 |
+
"eval_accuracy_double_plant": 0.3849305031210213,
|
| 29 |
+
"eval_accuracy_drydown": 0.8411866405808689,
|
| 30 |
+
"eval_accuracy_endrow": 0.5317305315249954,
|
| 31 |
+
"eval_accuracy_nutrient_deficiency": 0.7313988224684205,
|
| 32 |
+
"eval_accuracy_planter_skip": 0.568298826627077,
|
| 33 |
+
"eval_accuracy_water": 0.9894614449233383,
|
| 34 |
+
"eval_accuracy_waterway": 0.680404792024105,
|
| 35 |
+
"eval_accuracy_weed_cluster": 0.45985419985443066,
|
| 36 |
+
"eval_iou_background": 0.5728108810832201,
|
| 37 |
+
"eval_iou_double_plant": 0.2244358493191135,
|
| 38 |
+
"eval_iou_drydown": 0.5181682211979306,
|
| 39 |
+
"eval_iou_endrow": 0.173903146695287,
|
| 40 |
+
"eval_iou_nutrient_deficiency": 0.3634766707254442,
|
| 41 |
+
"eval_iou_planter_skip": 0.2799366984899054,
|
| 42 |
+
"eval_iou_water": 0.3046660180760937,
|
| 43 |
+
"eval_iou_waterway": 0.27785446752468385,
|
| 44 |
+
"eval_iou_weed_cluster": 0.3040126938826071,
|
| 45 |
+
"eval_loss": 1.6098850965499878,
|
| 46 |
+
"eval_mean_accuracy": 0.6466287522599563,
|
| 47 |
+
"eval_mean_iou": 0.3354738496660317,
|
| 48 |
+
"eval_overall_accuracy": 0.664939675891281,
|
| 49 |
+
"eval_runtime": 548.0884,
|
| 50 |
+
"eval_samples_per_second": 15.556,
|
| 51 |
+
"eval_steps_per_second": 0.487,
|
| 52 |
+
"step": 2250
|
| 53 |
+
},
|
| 54 |
+
{
|
| 55 |
+
"epoch": 1.7688679245283019,
|
| 56 |
+
"grad_norm": 6.368645191192627,
|
| 57 |
+
"learning_rate": 8.84433962264151e-05,
|
| 58 |
+
"loss": 1.5815,
|
| 59 |
+
"step": 3000
|
| 60 |
+
},
|
| 61 |
+
{
|
| 62 |
+
"epoch": 2.358490566037736,
|
| 63 |
+
"grad_norm": 8.585444450378418,
|
| 64 |
+
"learning_rate": 9.990216178505835e-05,
|
| 65 |
+
"loss": 1.472,
|
| 66 |
+
"step": 4000
|
| 67 |
+
},
|
| 68 |
+
{
|
| 69 |
+
"epoch": 2.6533018867924527,
|
| 70 |
+
"eval_accuracy_background": 0.6784285276238243,
|
| 71 |
+
"eval_accuracy_double_plant": 0.45434500662461724,
|
| 72 |
+
"eval_accuracy_drydown": 0.89512745592938,
|
| 73 |
+
"eval_accuracy_endrow": 0.5571884263160238,
|
| 74 |
+
"eval_accuracy_nutrient_deficiency": 0.6123044131155115,
|
| 75 |
+
"eval_accuracy_planter_skip": 0.5606583933264498,
|
| 76 |
+
"eval_accuracy_water": 0.8798561490206811,
|
| 77 |
+
"eval_accuracy_waterway": 0.4483896291979977,
|
| 78 |
+
"eval_accuracy_weed_cluster": 0.33068794060446854,
|
| 79 |
+
"eval_iou_background": 0.6044297199665501,
|
| 80 |
+
"eval_iou_double_plant": 0.28959011610726704,
|
| 81 |
+
"eval_iou_drydown": 0.5010830899198156,
|
| 82 |
+
"eval_iou_endrow": 0.19991054244053805,
|
| 83 |
+
"eval_iou_nutrient_deficiency": 0.36180734635376055,
|
| 84 |
+
"eval_iou_planter_skip": 0.28574898470084736,
|
| 85 |
+
"eval_iou_water": 0.45906365727311366,
|
| 86 |
+
"eval_iou_waterway": 0.1704026096816556,
|
| 87 |
+
"eval_iou_weed_cluster": 0.24703832661933417,
|
| 88 |
+
"eval_loss": 1.5796327590942383,
|
| 89 |
+
"eval_mean_accuracy": 0.601887326862106,
|
| 90 |
+
"eval_mean_iou": 0.34656382145143133,
|
| 91 |
+
"eval_overall_accuracy": 0.6864635619347936,
|
| 92 |
+
"eval_runtime": 528.9743,
|
| 93 |
+
"eval_samples_per_second": 16.118,
|
| 94 |
+
"eval_steps_per_second": 0.505,
|
| 95 |
+
"step": 4500
|
| 96 |
+
},
|
| 97 |
+
{
|
| 98 |
+
"epoch": 2.94811320754717,
|
| 99 |
+
"grad_norm": 6.215964317321777,
|
| 100 |
+
"learning_rate": 9.931699497285711e-05,
|
| 101 |
+
"loss": 1.3994,
|
| 102 |
+
"step": 5000
|
| 103 |
+
},
|
| 104 |
+
{
|
| 105 |
+
"epoch": 3.5377358490566038,
|
| 106 |
+
"grad_norm": 2.051684856414795,
|
| 107 |
+
"learning_rate": 9.821001342355031e-05,
|
| 108 |
+
"loss": 1.3177,
|
| 109 |
+
"step": 6000
|
| 110 |
+
},
|
| 111 |
+
{
|
| 112 |
+
"epoch": 3.9799528301886795,
|
| 113 |
+
"eval_accuracy_background": 0.6462387800902261,
|
| 114 |
+
"eval_accuracy_double_plant": 0.5789862724446915,
|
| 115 |
+
"eval_accuracy_drydown": 0.8528714242099724,
|
| 116 |
+
"eval_accuracy_endrow": 0.4707707581928247,
|
| 117 |
+
"eval_accuracy_nutrient_deficiency": 0.6952529134275348,
|
| 118 |
+
"eval_accuracy_planter_skip": 0.6016348257166644,
|
| 119 |
+
"eval_accuracy_water": 0.980488748185343,
|
| 120 |
+
"eval_accuracy_waterway": 0.520362876821302,
|
| 121 |
+
"eval_accuracy_weed_cluster": 0.48490926389178757,
|
| 122 |
+
"eval_iou_background": 0.5865287998573112,
|
| 123 |
+
"eval_iou_double_plant": 0.23644210203746396,
|
| 124 |
+
"eval_iou_drydown": 0.5074338458069501,
|
| 125 |
+
"eval_iou_endrow": 0.22486725808431682,
|
| 126 |
+
"eval_iou_nutrient_deficiency": 0.38304612346670297,
|
| 127 |
+
"eval_iou_planter_skip": 0.2354710865951827,
|
| 128 |
+
"eval_iou_water": 0.4030757215089252,
|
| 129 |
+
"eval_iou_waterway": 0.11303841029835258,
|
| 130 |
+
"eval_iou_weed_cluster": 0.303994759745169,
|
| 131 |
+
"eval_loss": 1.576890230178833,
|
| 132 |
+
"eval_mean_accuracy": 0.6479462069978162,
|
| 133 |
+
"eval_mean_iou": 0.33265534526670826,
|
| 134 |
+
"eval_overall_accuracy": 0.6749021834627369,
|
| 135 |
+
"eval_runtime": 526.8336,
|
| 136 |
+
"eval_samples_per_second": 16.183,
|
| 137 |
+
"eval_steps_per_second": 0.507,
|
| 138 |
+
"step": 6750
|
| 139 |
+
},
|
| 140 |
+
{
|
| 141 |
+
"epoch": 4.127358490566038,
|
| 142 |
+
"grad_norm": 8.216894149780273,
|
| 143 |
+
"learning_rate": 9.65929299206612e-05,
|
| 144 |
+
"loss": 1.2741,
|
| 145 |
+
"step": 7000
|
| 146 |
+
},
|
| 147 |
+
{
|
| 148 |
+
"epoch": 4.716981132075472,
|
| 149 |
+
"grad_norm": 3.159677743911743,
|
| 150 |
+
"learning_rate": 9.448285454973738e-05,
|
| 151 |
+
"loss": 1.2126,
|
| 152 |
+
"step": 8000
|
| 153 |
+
},
|
| 154 |
+
{
|
| 155 |
+
"epoch": 5.306603773584905,
|
| 156 |
+
"grad_norm": 1.5673192739486694,
|
| 157 |
+
"learning_rate": 9.190211365944541e-05,
|
| 158 |
+
"loss": 1.171,
|
| 159 |
+
"step": 9000
|
| 160 |
+
},
|
| 161 |
+
{
|
| 162 |
+
"epoch": 5.306603773584905,
|
| 163 |
+
"eval_accuracy_background": 0.7269166066590328,
|
| 164 |
+
"eval_accuracy_double_plant": 0.5245596485272079,
|
| 165 |
+
"eval_accuracy_drydown": 0.8277967088801947,
|
| 166 |
+
"eval_accuracy_endrow": 0.48676704241624213,
|
| 167 |
+
"eval_accuracy_nutrient_deficiency": 0.5977026838803114,
|
| 168 |
+
"eval_accuracy_planter_skip": 0.660893993754415,
|
| 169 |
+
"eval_accuracy_water": 0.9632686366062749,
|
| 170 |
+
"eval_accuracy_waterway": 0.36961777988306216,
|
| 171 |
+
"eval_accuracy_weed_cluster": 0.4562712731630422,
|
| 172 |
+
"eval_iou_background": 0.6430143634959152,
|
| 173 |
+
"eval_iou_double_plant": 0.28282184588015774,
|
| 174 |
+
"eval_iou_drydown": 0.5184629485658176,
|
| 175 |
+
"eval_iou_endrow": 0.28061928855749285,
|
| 176 |
+
"eval_iou_nutrient_deficiency": 0.3791407898501335,
|
| 177 |
+
"eval_iou_planter_skip": 0.3393091165595382,
|
| 178 |
+
"eval_iou_water": 0.44762851379996027,
|
| 179 |
+
"eval_iou_waterway": 0.15789185948205015,
|
| 180 |
+
"eval_iou_weed_cluster": 0.31112156295187404,
|
| 181 |
+
"eval_loss": 1.4945807456970215,
|
| 182 |
+
"eval_mean_accuracy": 0.6237549304188649,
|
| 183 |
+
"eval_mean_iou": 0.3733344765714377,
|
| 184 |
+
"eval_overall_accuracy": 0.7158101182141803,
|
| 185 |
+
"eval_runtime": 526.9805,
|
| 186 |
+
"eval_samples_per_second": 16.179,
|
| 187 |
+
"eval_steps_per_second": 0.507,
|
| 188 |
+
"step": 9000
|
| 189 |
+
},
|
| 190 |
+
{
|
| 191 |
+
"epoch": 5.89622641509434,
|
| 192 |
+
"grad_norm": 2.707547903060913,
|
| 193 |
+
"learning_rate": 8.887801363027234e-05,
|
| 194 |
+
"loss": 1.1505,
|
| 195 |
+
"step": 10000
|
| 196 |
+
},
|
| 197 |
+
{
|
| 198 |
+
"epoch": 6.485849056603773,
|
| 199 |
+
"grad_norm": 2.3729190826416016,
|
| 200 |
+
"learning_rate": 8.544255195035733e-05,
|
| 201 |
+
"loss": 1.1169,
|
| 202 |
+
"step": 11000
|
| 203 |
+
},
|
| 204 |
+
{
|
| 205 |
+
"epoch": 6.633254716981132,
|
| 206 |
+
"eval_accuracy_background": 0.7347674332960046,
|
| 207 |
+
"eval_accuracy_double_plant": 0.5163814236541484,
|
| 208 |
+
"eval_accuracy_drydown": 0.6856827555491075,
|
| 209 |
+
"eval_accuracy_endrow": 0.39937713978730166,
|
| 210 |
+
"eval_accuracy_nutrient_deficiency": 0.6915369481048043,
|
| 211 |
+
"eval_accuracy_planter_skip": 0.6270521933807838,
|
| 212 |
+
"eval_accuracy_water": 0.969516685620151,
|
| 213 |
+
"eval_accuracy_waterway": 0.38301412838614074,
|
| 214 |
+
"eval_accuracy_weed_cluster": 0.4826223016858449,
|
| 215 |
+
"eval_iou_background": 0.639678261208408,
|
| 216 |
+
"eval_iou_double_plant": 0.3481368436310948,
|
| 217 |
+
"eval_iou_drydown": 0.46861831796483266,
|
| 218 |
+
"eval_iou_endrow": 0.2434744213529937,
|
| 219 |
+
"eval_iou_nutrient_deficiency": 0.3926333742769746,
|
| 220 |
+
"eval_iou_planter_skip": 0.34354493532185115,
|
| 221 |
+
"eval_iou_water": 0.45169225338047775,
|
| 222 |
+
"eval_iou_waterway": 0.1686818262862102,
|
| 223 |
+
"eval_iou_weed_cluster": 0.3206403315046765,
|
| 224 |
+
"eval_loss": 1.541970133781433,
|
| 225 |
+
"eval_mean_accuracy": 0.609994556607143,
|
| 226 |
+
"eval_mean_iou": 0.37523339610305767,
|
| 227 |
+
"eval_overall_accuracy": 0.7094913536171235,
|
| 228 |
+
"eval_runtime": 527.9323,
|
| 229 |
+
"eval_samples_per_second": 16.15,
|
| 230 |
+
"eval_steps_per_second": 0.506,
|
| 231 |
+
"step": 11250
|
| 232 |
+
},
|
| 233 |
+
{
|
| 234 |
+
"epoch": 7.0754716981132075,
|
| 235 |
+
"grad_norm": 2.201885223388672,
|
| 236 |
+
"learning_rate": 8.163207865551112e-05,
|
| 237 |
+
"loss": 1.0955,
|
| 238 |
+
"step": 12000
|
| 239 |
+
},
|
| 240 |
+
{
|
| 241 |
+
"epoch": 7.665094339622642,
|
| 242 |
+
"grad_norm": 1.980070948600769,
|
| 243 |
+
"learning_rate": 7.748691171566864e-05,
|
| 244 |
+
"loss": 1.0659,
|
| 245 |
+
"step": 13000
|
| 246 |
+
},
|
| 247 |
+
{
|
| 248 |
+
"epoch": 7.959905660377358,
|
| 249 |
+
"eval_accuracy_background": 0.7691083980404577,
|
| 250 |
+
"eval_accuracy_double_plant": 0.6024440209211166,
|
| 251 |
+
"eval_accuracy_drydown": 0.6814714434518159,
|
| 252 |
+
"eval_accuracy_endrow": 0.5464485717344214,
|
| 253 |
+
"eval_accuracy_nutrient_deficiency": 0.509203127689722,
|
| 254 |
+
"eval_accuracy_planter_skip": 0.6650384781390429,
|
| 255 |
+
"eval_accuracy_water": 0.9454965193897085,
|
| 256 |
+
"eval_accuracy_waterway": 0.3698600004151499,
|
| 257 |
+
"eval_accuracy_weed_cluster": 0.5154108026712857,
|
| 258 |
+
"eval_iou_background": 0.6578031962911103,
|
| 259 |
+
"eval_iou_double_plant": 0.31294833900910296,
|
| 260 |
+
"eval_iou_drydown": 0.47689665403570886,
|
| 261 |
+
"eval_iou_endrow": 0.2618940193906661,
|
| 262 |
+
"eval_iou_nutrient_deficiency": 0.3534970492371128,
|
| 263 |
+
"eval_iou_planter_skip": 0.31625822947683646,
|
| 264 |
+
"eval_iou_water": 0.4817152186884349,
|
| 265 |
+
"eval_iou_waterway": 0.15124054678647988,
|
| 266 |
+
"eval_iou_weed_cluster": 0.3316746531778273,
|
| 267 |
+
"eval_loss": 1.533487319946289,
|
| 268 |
+
"eval_mean_accuracy": 0.6227201513836357,
|
| 269 |
+
"eval_mean_iou": 0.37154754512147553,
|
| 270 |
+
"eval_overall_accuracy": 0.7196279695998185,
|
| 271 |
+
"eval_runtime": 527.6877,
|
| 272 |
+
"eval_samples_per_second": 16.157,
|
| 273 |
+
"eval_steps_per_second": 0.506,
|
| 274 |
+
"step": 13500
|
| 275 |
+
},
|
| 276 |
+
{
|
| 277 |
+
"epoch": 8.254716981132075,
|
| 278 |
+
"grad_norm": 2.4944000244140625,
|
| 279 |
+
"learning_rate": 7.305091043730557e-05,
|
| 280 |
+
"loss": 1.0462,
|
| 281 |
+
"step": 14000
|
| 282 |
+
},
|
| 283 |
+
{
|
| 284 |
+
"epoch": 8.84433962264151,
|
| 285 |
+
"grad_norm": 2.1022963523864746,
|
| 286 |
+
"learning_rate": 6.837101139557501e-05,
|
| 287 |
+
"loss": 1.0253,
|
| 288 |
+
"step": 15000
|
| 289 |
+
},
|
| 290 |
+
{
|
| 291 |
+
"epoch": 9.286556603773585,
|
| 292 |
+
"eval_accuracy_background": 0.7728507820265633,
|
| 293 |
+
"eval_accuracy_double_plant": 0.5148991261591159,
|
| 294 |
+
"eval_accuracy_drydown": 0.705680052147375,
|
| 295 |
+
"eval_accuracy_endrow": 0.5623466153698641,
|
| 296 |
+
"eval_accuracy_nutrient_deficiency": 0.5199237782061494,
|
| 297 |
+
"eval_accuracy_planter_skip": 0.5901816685685527,
|
| 298 |
+
"eval_accuracy_water": 0.900331474456696,
|
| 299 |
+
"eval_accuracy_waterway": 0.4231801763849317,
|
| 300 |
+
"eval_accuracy_weed_cluster": 0.4348939770827169,
|
| 301 |
+
"eval_iou_background": 0.6602399849319134,
|
| 302 |
+
"eval_iou_double_plant": 0.3486919692513433,
|
| 303 |
+
"eval_iou_drydown": 0.4745067424738569,
|
| 304 |
+
"eval_iou_endrow": 0.26713541595159784,
|
| 305 |
+
"eval_iou_nutrient_deficiency": 0.35050766552393176,
|
| 306 |
+
"eval_iou_planter_skip": 0.35530947653735145,
|
| 307 |
+
"eval_iou_water": 0.4922300137725779,
|
| 308 |
+
"eval_iou_waterway": 0.16175899595022267,
|
| 309 |
+
"eval_iou_weed_cluster": 0.31610597752344755,
|
| 310 |
+
"eval_loss": 1.595482587814331,
|
| 311 |
+
"eval_mean_accuracy": 0.6026986278224407,
|
| 312 |
+
"eval_mean_iou": 0.38072069354624916,
|
| 313 |
+
"eval_overall_accuracy": 0.7215420453829048,
|
| 314 |
+
"eval_runtime": 528.6777,
|
| 315 |
+
"eval_samples_per_second": 16.127,
|
| 316 |
+
"eval_steps_per_second": 0.505,
|
| 317 |
+
"step": 15750
|
| 318 |
+
},
|
| 319 |
+
{
|
| 320 |
+
"epoch": 9.433962264150944,
|
| 321 |
+
"grad_norm": 1.7042616605758667,
|
| 322 |
+
"learning_rate": 6.34967318063877e-05,
|
| 323 |
+
"loss": 0.9886,
|
| 324 |
+
"step": 16000
|
| 325 |
+
},
|
| 326 |
+
{
|
| 327 |
+
"epoch": 10.023584905660377,
|
| 328 |
+
"grad_norm": 2.8781015872955322,
|
| 329 |
+
"learning_rate": 5.847964559317128e-05,
|
| 330 |
+
"loss": 0.9908,
|
| 331 |
+
"step": 17000
|
| 332 |
+
},
|
| 333 |
+
{
|
| 334 |
+
"epoch": 10.61320754716981,
|
| 335 |
+
"grad_norm": 3.1057872772216797,
|
| 336 |
+
"learning_rate": 5.3372837691956955e-05,
|
| 337 |
+
"loss": 0.9665,
|
| 338 |
+
"step": 18000
|
| 339 |
+
},
|
| 340 |
+
{
|
| 341 |
+
"epoch": 10.61320754716981,
|
| 342 |
+
"eval_accuracy_background": 0.779746789817052,
|
| 343 |
+
"eval_accuracy_double_plant": 0.42980582389486105,
|
| 344 |
+
"eval_accuracy_drydown": 0.7098823662359411,
|
| 345 |
+
"eval_accuracy_endrow": 0.5570065199747799,
|
| 346 |
+
"eval_accuracy_nutrient_deficiency": 0.4918399226013093,
|
| 347 |
+
"eval_accuracy_planter_skip": 0.5889699117229129,
|
| 348 |
+
"eval_accuracy_water": 0.9671706616607829,
|
| 349 |
+
"eval_accuracy_waterway": 0.2686522876474846,
|
| 350 |
+
"eval_accuracy_weed_cluster": 0.4629757010799936,
|
| 351 |
+
"eval_iou_background": 0.6649244448853501,
|
| 352 |
+
"eval_iou_double_plant": 0.3192541496243385,
|
| 353 |
+
"eval_iou_drydown": 0.47846096564055196,
|
| 354 |
+
"eval_iou_endrow": 0.2738811943652846,
|
| 355 |
+
"eval_iou_nutrient_deficiency": 0.34461702917680226,
|
| 356 |
+
"eval_iou_planter_skip": 0.3595814747520095,
|
| 357 |
+
"eval_iou_water": 0.46891808902847,
|
| 358 |
+
"eval_iou_waterway": 0.1499735440891693,
|
| 359 |
+
"eval_iou_weed_cluster": 0.32812183598439904,
|
| 360 |
+
"eval_loss": 1.6341685056686401,
|
| 361 |
+
"eval_mean_accuracy": 0.5840055538483464,
|
| 362 |
+
"eval_mean_iou": 0.3764147475051528,
|
| 363 |
+
"eval_overall_accuracy": 0.7252505242891358,
|
| 364 |
+
"eval_runtime": 551.0227,
|
| 365 |
+
"eval_samples_per_second": 15.473,
|
| 366 |
+
"eval_steps_per_second": 0.485,
|
| 367 |
+
"step": 18000
|
| 368 |
+
}
|
| 369 |
+
],
|
| 370 |
+
"logging_steps": 1000,
|
| 371 |
+
"max_steps": 33920,
|
| 372 |
+
"num_input_tokens_seen": 0,
|
| 373 |
+
"num_train_epochs": 20,
|
| 374 |
+
"save_steps": 2250,
|
| 375 |
+
"total_flos": 3.0653390846567645e+20,
|
| 376 |
+
"train_batch_size": 32,
|
| 377 |
+
"trial_name": null,
|
| 378 |
+
"trial_params": null
|
| 379 |
+
}
|
checkpoint-18000/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:2fc3fa49520d3f99fe06147ccb1c775910e89ea989beb4ae81c5b0c6fc998032
|
| 3 |
+
size 4539
|