johnnydevriese
commited on
Commit
·
25d3f23
1
Parent(s):
dccd5ad
my-vit-model
Browse files- .gitignore +1 -0
- all_results.json +12 -0
- config.json +32 -0
- eval_results.json +8 -0
- preprocessor_config.json +17 -0
- pytorch_model.bin +3 -0
- train_results.json +7 -0
- trainer_state.json +61 -0
- training_args.bin +3 -0
.gitignore
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checkpoint-*/
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all_results.json
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{
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"epoch": 1.0,
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"eval_accuracy": 0.9699248120300752,
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"eval_loss": 0.11757126450538635,
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"eval_runtime": 11.4407,
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"eval_samples_per_second": 11.625,
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"eval_steps_per_second": 1.486,
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"train_loss": 0.35707517037024866,
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"train_runtime": 242.8167,
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"train_samples_per_second": 4.258,
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"train_steps_per_second": 0.268
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}
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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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"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": "angular_leaf_spot",
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"1": "bean_rust",
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"2": "healthy"
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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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"angular_leaf_spot": "0",
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"bean_rust": "1",
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"healthy": "2"
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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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"qkv_bias": true,
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"torch_dtype": "float32",
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"transformers_version": "4.14.1"
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}
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eval_results.json
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{
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"epoch": 1.0,
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"eval_accuracy": 0.9699248120300752,
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"eval_loss": 0.11757126450538635,
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"eval_runtime": 11.4407,
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"eval_samples_per_second": 11.625,
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"eval_steps_per_second": 1.486
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}
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preprocessor_config.json
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{
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"do_normalize": true,
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"do_resize": true,
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"feature_extractor_type": "ViTFeatureExtractor",
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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_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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"size": 224
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}
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:091b82ea2123c7ccb4de80403f4a1817225d3c9f805ac6dc12c55fb527b7aa5d
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size 343280113
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train_results.json
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{
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"epoch": 1.0,
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"train_loss": 0.35707517037024866,
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"train_runtime": 242.8167,
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"train_samples_per_second": 4.258,
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"train_steps_per_second": 0.268
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}
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trainer_state.json
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{
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"best_metric": null,
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"best_model_checkpoint": null,
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"epoch": 1.0,
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"global_step": 65,
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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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"log_history": [
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{
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"epoch": 0.15,
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"learning_rate": 0.00016923076923076923,
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"loss": 0.801,
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"step": 10
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{
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{
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"train_loss": 0.35707517037024866,
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}
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],
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"max_steps": 65,
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"num_train_epochs": 1,
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}
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training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:6c0d68aae790ff88aedeff202530bf75c3a2a55fe38ada4e9312bafdb7e83428
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size 2927
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