Training in progress epoch 0

README.md

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+---
+license: apache-2.0
+tags:
+- generated_from_keras_callback
+model-index:
+- name: Imene/vit-base-patch16-224-in21k-Writer-Identification
+  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. -->
+
+# Imene/vit-base-patch16-224-in21k-Writer-Identification
+
+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: 3.8889
+- Train Accuracy: 0.0401
+- Train Top-3-accuracy: 0.0971
+- Validation Loss: 3.8524
+- Validation Accuracy: 0.0501
+- Validation Top-3-accuracy: 0.1577
+- 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': {'class_name': 'AdamWeightDecay', 'config': {'name': 'AdamWeightDecay', 'learning_rate': {'class_name': 'PolynomialDecay', 'config': {'initial_learning_rate': 1e-05, 'decay_steps': 1500, 'end_learning_rate': 0.0, 'power': 1.0, 'cycle': False, 'name': None}}, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-08, 'amsgrad': False, 'weight_decay_rate': 0.01}}, '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 |
+|:----------:|:--------------:|:--------------------:|:---------------:|:-------------------:|:-------------------------:|:-----:|
+| 3.8889     | 0.0401         | 0.0971               | 3.8524          | 0.0501              | 0.1577                    | 0     |
+
+
+### Framework versions
+
+- Transformers 4.21.3
+- TensorFlow 2.8.2
+- Datasets 2.4.0
+- Tokenizers 0.12.1

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": "benbekhma_marwa",
+    "1": "benbaleh_hani",
+    "10": "Ayoub Achor",
+    "11": "aya_sebti",
+    "12": "aya_rezzoug",
+    "13": "beldi_amira",
+    "14": "attallah_assia",
+    "15": "Azzone_Mourad",
+    "16": "bekhti_djamila",
+    "17": "bedder",
+    "18": "assia_mlhoubi",
+    "19": "belferroum_assin",
+    "2": "belkessa_imane",
+    "20": "Amira_Tbessi",
+    "21": "assia_hamida",
+    "22": "amina_larachi",
+    "23": "Anis_Ferokhi",
+    "24": "arkoub",
+    "25": "assad_manel",
+    "26": "anis_zougari",
+    "27": "Amine_Cherar",
+    "28": "amrane_sanaa",
+    "29": "assia_assia",
+    "3": "belkessa_nawel",
+    "30": "aicha_maghraoui",
+    "31": "ailane_abir",
+    "32": "adem_kara_ali",
+    "33": "alouach_racha",
+    "34": "allouache_mira",
+    "35": "amazouz_melissa",
+    "36": "ali",
+    "37": "Aliane Soumia",
+    "38": "amadouche",
+    "39": "addache_fares",
+    "4": "belhous_fahima",
+    "40": "Abderahman_Loutabi",
+    "41": "abdelrahim_boudali",
+    "42": "Abd Elmadjid Raib",
+    "43": "Abdellah Achour",
+    "44": "abdelmoumen_Melki",
+    "45": "Abdelhak Sebaa",
+    "46": "aboubakr_boulechbak",
+    "47": "abdelwahab_bardad",
+    "48": "abaraka_mohamed",
+    "49": "Abd-Eldjalil_Safssafi",
+    "5": "belmostfaoui_dhrifa",
+    "6": "benguea_amina",
+    "7": "bensouda_alaa",
+    "8": "benfradj_imane",
+    "9": "benhaoua_soumia"
+  },
+  "image_size": 224,
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "label2id": {
+    "Abd Elmadjid Raib": "42",
+    "Abd-Eldjalil_Safssafi": "49",
+    "Abdelhak Sebaa": "45",
+    "Abdellah Achour": "43",
+    "Abderahman_Loutabi": "40",
+    "Aliane Soumia": "37",
+    "Amine_Cherar": "27",
+    "Amira_Tbessi": "20",
+    "Anis_Ferokhi": "23",
+    "Ayoub Achor": "10",
+    "Azzone_Mourad": "15",
+    "abaraka_mohamed": "48",
+    "abdelmoumen_Melki": "44",
+    "abdelrahim_boudali": "41",
+    "abdelwahab_bardad": "47",
+    "aboubakr_boulechbak": "46",
+    "addache_fares": "39",
+    "adem_kara_ali": "32",
+    "aicha_maghraoui": "30",
+    "ailane_abir": "31",
+    "ali": "36",
+    "allouache_mira": "34",
+    "alouach_racha": "33",
+    "amadouche": "38",
+    "amazouz_melissa": "35",
+    "amina_larachi": "22",
+    "amrane_sanaa": "28",
+    "anis_zougari": "26",
+    "arkoub": "24",
+    "assad_manel": "25",
+    "assia_assia": "29",
+    "assia_hamida": "21",
+    "assia_mlhoubi": "18",
+    "attallah_assia": "14",
+    "aya_rezzoug": "12",
+    "aya_sebti": "11",
+    "bedder": "17",
+    "bekhti_djamila": "16",
+    "beldi_amira": "13",
+    "belferroum_assin": "19",
+    "belhous_fahima": "4",
+    "belkessa_imane": "2",
+    "belkessa_nawel": "3",
+    "belmostfaoui_dhrifa": "5",
+    "benbaleh_hani": "1",
+    "benbekhma_marwa": "0",
+    "benfradj_imane": "8",
+    "benguea_amina": "6",
+    "benhaoua_soumia": "9",
+    "bensouda_alaa": "7"
+  },
+  "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": "4.21.3"
+}

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