Commit
•
c665c24
1
Parent(s):
c0952b3
Training in progress, step 19000, checkpoint
Browse files
checkpoint-19000/config.json
ADDED
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@@ -0,0 +1,92 @@
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| 1 |
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{
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"_name_or_path": "nvidia/mit-b5",
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"architectures": [
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"SegformerForSemanticSegmentation"
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| 5 |
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],
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| 6 |
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"attention_probs_dropout_prob": 0.0,
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| 7 |
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"classifier_dropout_prob": 0.1,
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| 8 |
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"decoder_hidden_size": 768,
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| 9 |
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"depths": [
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| 10 |
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3,
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| 11 |
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6,
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| 12 |
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40,
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| 13 |
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3
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| 14 |
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],
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| 15 |
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"downsampling_rates": [
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1,
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| 17 |
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4,
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| 18 |
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8,
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| 19 |
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16
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| 20 |
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],
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| 21 |
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"drop_path_rate": 0.1,
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| 22 |
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"hidden_act": "gelu",
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| 23 |
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"hidden_dropout_prob": 0.0,
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| 24 |
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"hidden_sizes": [
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| 25 |
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64,
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| 26 |
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128,
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| 27 |
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320,
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| 28 |
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512
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| 29 |
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],
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| 30 |
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"id2label": {
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| 31 |
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"0": "background",
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| 32 |
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"1": "double_plant",
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| 33 |
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"2": "drydown",
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| 34 |
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"3": "endrow",
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| 35 |
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"4": "nutrient_deficiency",
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| 36 |
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"5": "planter_skip",
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| 37 |
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"6": "water",
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| 38 |
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"7": "waterway",
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| 39 |
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"8": "weed_cluster"
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| 40 |
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},
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| 41 |
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"image_size": 224,
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| 42 |
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"initializer_range": 0.02,
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| 43 |
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"label2id": {
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| 44 |
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"background": 0,
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| 45 |
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"double_plant": 1,
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| 46 |
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"drydown": 2,
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| 47 |
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"endrow": 3,
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| 48 |
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"nutrient_deficiency": 4,
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| 49 |
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"planter_skip": 5,
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| 50 |
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"water": 6,
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| 51 |
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"waterway": 7,
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| 52 |
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"weed_cluster": 8
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| 53 |
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},
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| 54 |
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"layer_norm_eps": 1e-06,
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| 55 |
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"mlp_ratios": [
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| 56 |
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4,
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| 57 |
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4,
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| 58 |
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4,
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| 59 |
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4
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| 60 |
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],
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| 61 |
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"model_type": "segformer",
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| 62 |
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"num_attention_heads": [
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| 63 |
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1,
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| 64 |
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2,
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| 65 |
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5,
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| 66 |
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8
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| 67 |
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],
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| 68 |
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"num_channels": 4,
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| 69 |
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"num_encoder_blocks": 4,
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| 70 |
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"patch_sizes": [
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| 71 |
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7,
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| 72 |
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3,
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| 73 |
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3,
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| 74 |
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3
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| 75 |
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],
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| 76 |
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"reshape_last_stage": true,
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| 77 |
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"semantic_loss_ignore_index": 255,
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| 78 |
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"sr_ratios": [
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| 79 |
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8,
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| 80 |
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4,
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| 81 |
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2,
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| 82 |
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1
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| 83 |
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],
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| 84 |
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"strides": [
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| 85 |
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4,
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| 86 |
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2,
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| 87 |
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2,
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| 88 |
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2
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| 89 |
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],
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| 90 |
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"torch_dtype": "float32",
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| 91 |
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"transformers_version": "4.40.2"
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| 92 |
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}
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checkpoint-19000/model.safetensors
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@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:12322b8493f5bcd54fb0229220b7cbe0bf8dcf9a797d816d7e3e0e41552f8e88
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size 338562516
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checkpoint-19000/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:e087d5257f70d55f8e9f0d65fa07512fed232e65bcfc3346066bbf84aff9051e
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size 677518143
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checkpoint-19000/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:b8aedd86f388a469ef1fd56afc96f40526f7f22c01e27453eb2edcf80063c452
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size 14575
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checkpoint-19000/scheduler.pt
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@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:8089b01ddaa03b82f7309ff3a44affdaf1d0abd806e645d786a04514ac2036ea
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size 563
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checkpoint-19000/trainer_state.json
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@@ -0,0 +1,1389 @@
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|
| 1 |
+
{
|
| 2 |
+
"best_metric": null,
|
| 3 |
+
"best_model_checkpoint": null,
|
| 4 |
+
"epoch": 3.1666666666666665,
|
| 5 |
+
"eval_steps": 500,
|
| 6 |
+
"global_step": 19000,
|
| 7 |
+
"is_hyper_param_search": false,
|
| 8 |
+
"is_local_process_zero": true,
|
| 9 |
+
"is_world_process_zero": true,
|
| 10 |
+
"log_history": [
|
| 11 |
+
{
|
| 12 |
+
"epoch": 0.08333333333333333,
|
| 13 |
+
"grad_norm": 10.64107608795166,
|
| 14 |
+
"learning_rate": 2.4999999999999998e-06,
|
| 15 |
+
"loss": 4.1627,
|
| 16 |
+
"step": 500
|
| 17 |
+
},
|
| 18 |
+
{
|
| 19 |
+
"epoch": 0.08333333333333333,
|
| 20 |
+
"eval_accuracy_background": 0.014990974836900402,
|
| 21 |
+
"eval_accuracy_double_plant": 0.09625850817128659,
|
| 22 |
+
"eval_accuracy_drydown": 0.11748866381009407,
|
| 23 |
+
"eval_accuracy_endrow": 0.019624906998737878,
|
| 24 |
+
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checkpoint-19000/training_args.bin
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