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Browse files- checkpoint-2780/config.json +92 -0
- checkpoint-2780/optimizer.pt +3 -0
- checkpoint-2780/preprocessor_config.json +22 -0
- checkpoint-2780/pytorch_model.bin +3 -0
- checkpoint-2780/rng_state.pth +3 -0
- checkpoint-2780/scheduler.pt +3 -0
- checkpoint-2780/trainer_state.json +229 -0
- checkpoint-2780/training_args.bin +3 -0
- config.json +92 -0
- preprocessor_config.json +22 -0
- pytorch_model.bin +3 -0
- training_args.bin +3 -0
checkpoint-2780/config.json
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{
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"_name_or_path": "google/vit-base-patch16-224-in21k",
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"architectures": [
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"ViTForImageClassification"
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],
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"attention_probs_dropout_prob": 0.0,
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"encoder_stride": 16,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.0,
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"hidden_size": 768,
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"id2label": {
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"0": "Crocus",
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"1": "Roses of Sharon (Hibiscus syriacus)",
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"2": "Rhododendrons (Rhododendron)",
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"3": "Tropical Milkweed (Asclepias curassavica)",
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"4": "American Beautyberry (Callicarpa americana)",
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"5": "Gourds, Squashes and Pumpkins (Cucurbita)",
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"6": "Hostas (Hosta)",
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"7": "Butterfly Milkweed (Asclepias tuberosa)",
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"8": "Black Eyed Susans (Rudbeckia)",
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"9": "Bleeding Heart (Lamprocapnos spectabilis)",
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"10": "Dahlias (Dahlia)",
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"11": "Hibiscus",
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"12": "Hosta 'Blue Mouse Ears'",
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"13": "Moonflower (Ipomoea alba)",
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"14": "Blazing Star (Liatris spicata)",
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"15": "Petunias (Petunia)",
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"16": "Plumerias (Plumeria)",
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"17": "Salvias (Salvia)",
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"18": "Aloes (Aloe)",
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"19": "Japanese Morning Glory (Ipomoea nil)",
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"20": "Purple Coneflower (Echinacea purpurea)",
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"21": "New England Aster (Symphyotrichum novae-angliae)",
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"22": "Hydrangeas (Hydrangea)",
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"23": "Peonies (Paeonia)",
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"24": "Gladiola (Gladiolus)",
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"25": "Poppies (Papaver)",
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"26": "rose",
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"27": "Cannas (Canna)",
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"28": "Tomatoes (Solanum lycopersicum)",
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"29": "Caladiums (Caladium)",
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"30": "Dianthus",
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"31": "Columbines (Aquilegia)"
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},
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"image_size": 224,
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"label2id": {
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"Aloes (Aloe)": 18,
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"American Beautyberry (Callicarpa americana)": 4,
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"Black Eyed Susans (Rudbeckia)": 8,
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"Blazing Star (Liatris spicata)": 14,
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"Bleeding Heart (Lamprocapnos spectabilis)": 9,
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"Butterfly Milkweed (Asclepias tuberosa)": 7,
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"Caladiums (Caladium)": 29,
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"Cannas (Canna)": 27,
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"Columbines (Aquilegia)": 31,
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"Crocus": 0,
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"Dahlias (Dahlia)": 10,
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"Dianthus": 30,
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"Gladiola (Gladiolus)": 24,
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"Gourds, Squashes and Pumpkins (Cucurbita)": 5,
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"Hibiscus": 11,
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"Hosta 'Blue Mouse Ears'": 12,
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"Hostas (Hosta)": 6,
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"Hydrangeas (Hydrangea)": 22,
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"Japanese Morning Glory (Ipomoea nil)": 19,
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"Moonflower (Ipomoea alba)": 13,
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| 69 |
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"New England Aster (Symphyotrichum novae-angliae)": 21,
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"Peonies (Paeonia)": 23,
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"Petunias (Petunia)": 15,
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"Plumerias (Plumeria)": 16,
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"Poppies (Papaver)": 25,
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"Purple Coneflower (Echinacea purpurea)": 20,
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"Rhododendrons (Rhododendron)": 2,
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"Roses of Sharon (Hibiscus syriacus)": 1,
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"Salvias (Salvia)": 17,
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"Tomatoes (Solanum lycopersicum)": 28,
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"Tropical Milkweed (Asclepias curassavica)": 3,
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"rose": 26
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},
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"layer_norm_eps": 1e-12,
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"model_type": "vit",
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"num_attention_heads": 12,
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"num_channels": 3,
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"num_hidden_layers": 12,
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"patch_size": 16,
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"problem_type": "single_label_classification",
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"qkv_bias": true,
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"torch_dtype": "float32",
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"transformers_version": "4.33.2"
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}
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checkpoint-2780/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:df679cac173163955bfb297eeaecad87a3210f7b5f4a92d7a7b85cb341f4738e
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size 686753029
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checkpoint-2780/preprocessor_config.json
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{
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"do_normalize": true,
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"do_rescale": true,
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"do_resize": true,
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"image_mean": [
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0.5,
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0.5,
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0.5
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],
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"image_processor_type": "ViTImageProcessor",
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"image_std": [
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0.5,
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0.5,
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0.5
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],
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"resample": 2,
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"rescale_factor": 0.00392156862745098,
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"size": {
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"height": 224,
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"width": 224
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}
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}
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checkpoint-2780/pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:2a54c39d0a48410b47e9ff13c56e4fad30cec37a1962ae4d3d1dc98a99b278b3
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size 343361005
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checkpoint-2780/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:67179fe5221fa57bf64adf56445e16806f1c8df30f9d612dce1ee85375d92478
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size 14575
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checkpoint-2780/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:e3bf05d06d86d6cda63815e09f78492bbd56c3fb42e059e5e334f99ffda5a3ed
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size 627
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checkpoint-2780/trainer_state.json
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| 1 |
+
{
|
| 2 |
+
"best_metric": 1.1523780822753906,
|
| 3 |
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"best_model_checkpoint": "flowers_image_detection/checkpoint-2780",
|
| 4 |
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"epoch": 20.0,
|
| 5 |
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"eval_steps": 500,
|
| 6 |
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"global_step": 2780,
|
| 7 |
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"is_hyper_param_search": false,
|
| 8 |
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"is_local_process_zero": true,
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| 9 |
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"is_world_process_zero": true,
|
| 10 |
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"log_history": [
|
| 11 |
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{
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| 12 |
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"epoch": 1.0,
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| 13 |
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"eval_accuracy": 0.42882882882882883,
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| 14 |
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"eval_loss": 3.241873025894165,
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"eval_runtime": 10.7562,
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"eval_samples_per_second": 103.196,
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| 17 |
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"eval_steps_per_second": 12.923,
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| 18 |
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"step": 139
|
| 19 |
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},
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| 20 |
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{
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| 21 |
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"epoch": 2.0,
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| 22 |
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"eval_accuracy": 0.6378378378378379,
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| 23 |
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"eval_loss": 2.929600477218628,
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"eval_runtime": 10.7704,
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"eval_samples_per_second": 103.06,
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| 26 |
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"eval_steps_per_second": 12.906,
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| 27 |
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"step": 278
|
| 28 |
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},
|
| 29 |
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{
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| 30 |
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"epoch": 3.0,
|
| 31 |
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"eval_accuracy": 0.7585585585585586,
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| 32 |
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"eval_loss": 2.6281425952911377,
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"eval_runtime": 10.6539,
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| 34 |
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"eval_samples_per_second": 104.187,
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| 35 |
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"eval_steps_per_second": 13.047,
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| 36 |
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"step": 417
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| 37 |
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},
|
| 38 |
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{
|
| 39 |
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"epoch": 3.6,
|
| 40 |
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"learning_rate": 8.351648351648353e-06,
|
| 41 |
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"loss": 2.9311,
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| 42 |
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"step": 500
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| 43 |
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},
|
| 44 |
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{
|
| 45 |
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"epoch": 4.0,
|
| 46 |
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"eval_accuracy": 0.7972972972972973,
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| 47 |
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"eval_loss": 2.3711183071136475,
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| 48 |
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"eval_runtime": 10.683,
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| 49 |
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"eval_samples_per_second": 103.903,
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| 50 |
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"eval_steps_per_second": 13.011,
|
| 51 |
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"step": 556
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| 52 |
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},
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| 53 |
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{
|
| 54 |
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"epoch": 5.0,
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| 55 |
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"eval_accuracy": 0.8315315315315316,
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| 56 |
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"eval_loss": 2.161473274230957,
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"eval_runtime": 10.8746,
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| 58 |
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"eval_samples_per_second": 102.073,
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| 59 |
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"eval_steps_per_second": 12.782,
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| 60 |
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"step": 695
|
| 61 |
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},
|
| 62 |
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{
|
| 63 |
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"epoch": 6.0,
|
| 64 |
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"eval_accuracy": 0.8468468468468469,
|
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|
| 13 |
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|
| 14 |
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|
| 15 |
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|
| 16 |
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|
| 17 |
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|
| 18 |
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|
| 19 |
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|
| 20 |
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| 21 |
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| 22 |
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|
| 23 |
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|
| 24 |
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| 25 |
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| 26 |
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| 27 |
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| 28 |
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|
| 29 |
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|
| 30 |
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|
| 31 |
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|
| 32 |
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|
| 33 |
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|
| 34 |
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|
| 35 |
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|
| 36 |
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|
| 37 |
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|
| 38 |
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|
| 39 |
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|
| 40 |
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|
| 41 |
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|
| 42 |
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| 43 |
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|
| 44 |
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| 55 |
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| 56 |
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|
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|
| 60 |
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| 62 |
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| 80 |
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| 81 |
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| 91 |
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preprocessor_config.json
ADDED
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@@ -0,0 +1,22 @@
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ADDED
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