Training in progress epoch 0

README.md

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+---
+license: apache-2.0
+base_model: google/vit-base-patch16-224-in21k
+tags:
+- generated_from_keras_callback
+model-index:
+- name: dwiedarioo/vit-base-patch16-224-in21k-final2multibrainmri
+  results: []
+---
+
+<!-- This model card has been generated automatically according to the information Keras had access to. You should
+probably proofread and complete it, then remove this comment. -->
+
+# dwiedarioo/vit-base-patch16-224-in21k-final2multibrainmri
+
+This model is a fine-tuned version of [google/vit-base-patch16-224-in21k](https://huggingface.co/google/vit-base-patch16-224-in21k) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Train Loss: 2.2785
+- Train Accuracy: 0.3948
+- Train Top-3-accuracy: 0.6296
+- Validation Loss: 1.8843
+- Validation Accuracy: 0.5767
+- Validation Top-3-accuracy: 0.8207
+- Epoch: 0
+
+## Model description
+
+More information needed
+
+## Intended uses & limitations
+
+More information needed
+
+## Training and evaluation data
+
+More information needed
+
+## Training procedure
+
+### Training hyperparameters
+
+The following hyperparameters were used during training:
+- optimizer: {'inner_optimizer': {'module': 'transformers.optimization_tf', 'class_name': 'AdamWeightDecay', 'config': {'name': 'AdamWeightDecay', 'learning_rate': {'module': 'keras.optimizers.schedules', 'class_name': 'PolynomialDecay', 'config': {'initial_learning_rate': 3e-05, 'decay_steps': 8200, 'end_learning_rate': 0.0, 'power': 1.0, 'cycle': False, 'name': None}, 'registered_name': None}, 'decay': 0.0, 'beta_1': 0.8999999761581421, 'beta_2': 0.9990000128746033, 'epsilon': 1e-08, 'amsgrad': False, 'weight_decay_rate': 0.01}, 'registered_name': 'AdamWeightDecay'}, 'dynamic': True, 'initial_scale': 32768.0, 'dynamic_growth_steps': 2000}
+- training_precision: mixed_float16
+
+### Training results
+
+| Train Loss | Train Accuracy | Train Top-3-accuracy | Validation Loss | Validation Accuracy | Validation Top-3-accuracy | Epoch |
+|:----------:|:--------------:|:--------------------:|:---------------:|:-------------------:|:-------------------------:|:-----:|
+| 2.2785     | 0.3948         | 0.6296               | 1.8843          | 0.5767              | 0.8207                    | 0     |
+
+
+### Framework versions
+
+- Transformers 4.35.0
+- TensorFlow 2.14.0
+- Datasets 2.14.6
+- Tokenizers 0.14.1

config.json

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+{
+  "_name_or_path": "google/vit-base-patch16-224-in21k",
+  "architectures": [
+    "ViTForImageClassification"
+  ],
+  "attention_probs_dropout_prob": 0.0,
+  "encoder_stride": 16,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.0,
+  "hidden_size": 768,
+  "id2label": {
+    "0": "Schwannoma",
+    "1": "Germinoma",
+    "10": "Tuberculoma",
+    "11": "Oligodendroglioma",
+    "12": "Meningioma",
+    "13": "_NORMAL",
+    "14": "Ganglioglioma",
+    "2": "Glioblastoma",
+    "3": "Meduloblastoma",
+    "4": "Neurocitoma",
+    "5": "Papiloma",
+    "6": "Astrocitoma",
+    "7": "Carcinoma",
+    "8": "Ependimoma",
+    "9": "Granuloma"
+  },
+  "image_size": 224,
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "label2id": {
+    "Astrocitoma": "6",
+    "Carcinoma": "7",
+    "Ependimoma": "8",
+    "Ganglioglioma": "14",
+    "Germinoma": "1",
+    "Glioblastoma": "2",
+    "Granuloma": "9",
+    "Meduloblastoma": "3",
+    "Meningioma": "12",
+    "Neurocitoma": "4",
+    "Oligodendroglioma": "11",
+    "Papiloma": "5",
+    "Schwannoma": "0",
+    "Tuberculoma": "10",
+    "_NORMAL": "13"
+  },
+  "layer_norm_eps": 1e-12,
+  "model_type": "vit",
+  "num_attention_heads": 12,
+  "num_channels": 3,
+  "num_hidden_layers": 12,
+  "patch_size": 16,
+  "qkv_bias": true,
+  "transformers_version": "4.35.0"
+}

logs/train/events.out.tfevents.1699730548.48cd21698220.2350.0.v2

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logs/validation/events.out.tfevents.1699731086.48cd21698220.2350.1.v2

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tf_model.h5

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