PriyamSheta
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Browse files- config.json +32 -0
- optimizer.pt +3 -0
- preprocessor_config.json +22 -0
- pytorch_model.bin +3 -0
- rng_state.pth +3 -0
- scheduler.pt +3 -0
- trainer_state.json +82 -0
- training_args.bin +3 -0
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": "Happy",
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"1": "Sad"
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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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"Happy": "0",
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"Sad": "1"
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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": "4.27.1"
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}
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optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:aa6827aa2d76e16b7326df7bcaf12af1ae719a8f7afb8a92769fc43faad4f806
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size 686513093
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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": "ViTFeatureExtractor",
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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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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:9ec42a17c558617d25a8036a999b4db40a4381e85fe7594ea7ec4d4685779728
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size 343265965
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rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:f8214c01f27f2aeae1e56fc7a28278e26d2d258088ec2bdf3bdc701698ad3524
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size 13553
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scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:b75d4d0a3fe298d42986f8b7b3dcdab787bd1494f4b8d84b3debf406572aab7b
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size 627
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trainer_state.json
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{
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"best_metric": 0.45936229825019836,
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"best_model_checkpoint": "./vit-base-beans/checkpoint-80",
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"epoch": 3.2,
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"global_step": 80,
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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": 0.4,
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"learning_rate": 0.00018,
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"loss": 0.653,
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"step": 10
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},
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{
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"epoch": 0.8,
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"learning_rate": 0.00016,
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"loss": 0.4656,
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"step": 20
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},
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{
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"epoch": 1.2,
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"learning_rate": 0.00014,
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"loss": 0.4179,
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"step": 30
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},
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{
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"epoch": 1.6,
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"learning_rate": 0.00012,
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"loss": 0.2177,
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"step": 40
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},
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{
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"epoch": 1.6,
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"eval_accuracy": 0.6923076923076923,
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"eval_loss": 0.5713487267494202,
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"eval_runtime": 45.484,
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"eval_samples_per_second": 0.572,
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"eval_steps_per_second": 0.088,
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"step": 40
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},
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{
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"epoch": 2.0,
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"learning_rate": 0.0001,
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"step": 50
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},
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{
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"epoch": 2.4,
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"learning_rate": 8e-05,
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"step": 60
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},
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{
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"epoch": 2.8,
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"learning_rate": 6e-05,
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},
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{
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{
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"step": 80
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}
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],
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"max_steps": 100,
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"num_train_epochs": 4,
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"total_flos": 4.959487335333888e+16,
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"trial_name": null,
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"trial_params": null
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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 sha256:2bee3d0cb7570fb86caebf6ec4971a98eb9f6acd25352a2218d7f1761dd6ed69
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size 3515
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