Training in progress, step 18000, checkpoint
Browse files
checkpoint-18000/config.json
ADDED
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| 1 |
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{
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| 2 |
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"_name_or_path": "fayetitchenal/segformer_finetuned_full_110324",
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| 3 |
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"architectures": [
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| 4 |
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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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| 16 |
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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 |
+
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-18000/model.safetensors
ADDED
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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:ca6160d2dc2b3d8969930cb0f9ac75d8387c648f46b1f735843c81ad16029821
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| 3 |
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size 338562516
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checkpoint-18000/optimizer.pt
ADDED
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@@ -0,0 +1,3 @@
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| 1 |
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version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:28c8d57c60d1476d1bc019d38db892cc647869a0a9b4f192e4c635c1a03828c2
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| 3 |
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size 677518143
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checkpoint-18000/rng_state.pth
ADDED
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@@ -0,0 +1,3 @@
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| 1 |
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version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:70ee661630baaadd8b30bc1c04db32add9b1e4de06e4ce840f9155e76b87ee23
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| 3 |
+
size 14575
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checkpoint-18000/scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
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| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:3beb4d4c94e5faaf5905d583deafb0bf937633cc661655a0e95874f918c080e9
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| 3 |
+
size 563
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checkpoint-18000/trainer_state.json
ADDED
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@@ -0,0 +1,379 @@
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|
| 1 |
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{
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| 2 |
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"best_metric": null,
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| 3 |
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"best_model_checkpoint": null,
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| 4 |
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| 6 |
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"global_step": 18000,
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"is_hyper_param_search": false,
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"is_local_process_zero": true,
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"is_world_process_zero": true,
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| 10 |
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"log_history": [
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{
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"step": 1000
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{
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},
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{
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| 26 |
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"eval_accuracy_background": 0.6658729859800179,
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| 28 |
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"eval_accuracy_double_plant": 0.44796971861142204,
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| 29 |
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"eval_accuracy_drydown": 0.838452272819733,
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| 30 |
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"eval_accuracy_endrow": 0.6564099936974693,
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| 31 |
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"eval_accuracy_nutrient_deficiency": 0.5255760511997533,
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| 32 |
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"eval_accuracy_planter_skip": 0.7062276764551357,
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| 33 |
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"eval_accuracy_water": 0.9873387227342924,
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| 34 |
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"eval_accuracy_waterway": 0.5770296385642565,
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| 35 |
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"eval_accuracy_weed_cluster": 0.4428120632960455,
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| 36 |
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"eval_iou_background": 0.5904190410028399,
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| 37 |
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"eval_iou_double_plant": 0.21713659970128166,
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"eval_iou_drydown": 0.5191145408680865,
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| 39 |
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"eval_iou_endrow": 0.146705809299966,
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| 40 |
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"eval_iou_nutrient_deficiency": 0.3433700256479391,
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"eval_iou_planter_skip": 0.19867844175237825,
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| 42 |
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"eval_iou_water": 0.3151796347651091,
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| 43 |
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"eval_iou_waterway": 0.17710299517028666,
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| 44 |
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"eval_iou_weed_cluster": 0.2871479144864637,
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| 45 |
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"eval_loss": 1.6307891607284546,
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"eval_mean_accuracy": 0.6497432359286807,
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"eval_mean_iou": 0.31053944474381673,
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| 48 |
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"eval_overall_accuracy": 0.6703095203666921,
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| 49 |
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"eval_runtime": 550.4413,
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"eval_samples_per_second": 15.489,
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| 52 |
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"step": 2250
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| 53 |
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},
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| 54 |
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{
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| 364 |
+
"eval_runtime": 547.3444,
|
| 365 |
+
"eval_samples_per_second": 15.577,
|
| 366 |
+
"eval_steps_per_second": 0.488,
|
| 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 sha256:2201adcd7aa770e7087bc147820e84282a45a5e69835d16fedd13a67bc092189
|
| 3 |
+
size 4539
|