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{
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"epoch": 3.0,
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"eval_accuracy": 0.8434436597449141,
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"eval_loss": 0.45033568143844604,
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"eval_runtime": 339.8465,
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"eval_steps_per_second": 3.49
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}
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{
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"_name_or_path": "motheecreator/vit-Facial-Expression-Recognition",
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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_size": 768,
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"id2label": {
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"0": "anger",
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"1": "disgust",
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"2": "fear",
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"3": "happy",
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"4": "neutral",
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"5": "sad",
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"6": "surprise"
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},
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"image_size": 224,
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"intermediate_size": 3072,
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"label2id": {
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"anger": 0,
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"disgust": 1,
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"fear": 2,
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"happy": 3,
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"neutral": 4,
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"sad": 5,
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"surprise": 6
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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": "4.36.0"
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}
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{
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"epoch": 3.0,
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"eval_accuracy": 0.8434436597449141,
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"eval_loss": 0.45033568143844604,
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"eval_samples_per_second": 111.662,
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"eval_steps_per_second": 3.49
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}
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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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{
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"epoch": 10.0,
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"total_flos": 1.6218250349213123e+19,
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"train_loss": 0.06548295821026195,
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"train_runtime": 2722.3253,
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"train_samples_per_second": 76.905,
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"train_steps_per_second": 2.402
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}
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