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-wi2
+  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-wi2
+
+This model is a fine-tuned version of [google/vit-base-patch16-224](https://huggingface.co/google/vit-base-patch16-224) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Train Loss: 4.5039
+- Train Accuracy: 0.0202
+- Train Top-3-accuracy: 0.0553
+- Validation Loss: 4.2793
+- Validation Accuracy: 0.0338
+- Validation Top-3-accuracy: 0.0915
+- 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': 0.0003, 'decay_steps': 2100, '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': 0.001}}, '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 |
+|:----------:|:--------------:|:--------------------:|:---------------:|:-------------------:|:-------------------------:|:-----:|
+| 4.5039     | 0.0202         | 0.0553               | 4.2793          | 0.0338              | 0.0915                    | 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",
+  "architectures": [
+    "ViTForImageClassification"
+  ],
+  "attention_probs_dropout_prob": 0.0,
+  "encoder_stride": 16,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.0,
+  "hidden_size": 768,
+  "id2label": {
+    "0": "halilou_afaf",
+    "1": "hakem_zoubida",
+    "10": "dria_mabila",
+    "11": "FatmaElzohra_Taleb",
+    "12": "fairouze_senadjki",
+    "13": "elkkad_khaoula",
+    "14": "Fadi_Quarmouch",
+    "15": "Fanan Oukhouch",
+    "16": "fadel_ikram",
+    "17": "djennadi_elhadi",
+    "18": "touati_assia",
+    "19": "timizar_saliha",
+    "2": "hafidi_amel",
+    "20": "tinhinan",
+    "21": "timizar_kaouthar",
+    "22": "timizar_imene",
+    "23": "walid",
+    "24": "touati_narimane",
+    "25": "Walid Amkouken",
+    "26": "tortebim_ryad",
+    "27": "timizar_hakim",
+    "28": "semroud_ikram",
+    "29": "tali",
+    "3": "Hafssa Hamoudi",
+    "30": "talha_mohamed",
+    "31": "soundous_amour",
+    "32": "tilmatine_anis",
+    "33": "taouari_hanaa",
+    "34": "soundous_samar",
+    "35": "Zineb Ourihan",
+    "36": "zoubir_sirine",
+    "37": "sidali_Merzouga",
+    "38": "saidi_sabah",
+    "39": "Serine Zouad",
+    "4": "Hadjer Djadi",
+    "40": "said_radjaa",
+    "41": "sliman_boudali",
+    "42": "sarah_Boukahla",
+    "43": "sbaa_mohamed",
+    "44": "samia",
+    "45": "sahili_falek_mehdi",
+    "46": "saadi_maria",
+    "47": "Safa Achour",
+    "48": "sabah_chemani",
+    "49": "sabrina",
+    "5": "Hadil_Mabrouk",
+    "50": "sadji_warda",
+    "51": "safsafi_nouha",
+    "52": "sabrine_bouhais",
+    "53": "Rzatit_NourElhouda",
+    "54": "hamidi",
+    "55": "Halla Zdigha",
+    "56": "doaa_lakam",
+    "57": "damache",
+    "58": "dellici_ikram",
+    "59": "Deia_Chaaraoui",
+    "6": "hadil_guenan",
+    "60": "daidji_aya_meriem",
+    "61": "djennadi_yasmine",
+    "62": "djebbal",
+    "63": "djallal",
+    "64": "djouhri",
+    "65": "djebbar_hind",
+    "66": "dahou_amine",
+    "67": "Wassime Zougari",
+    "68": "yettou",
+    "69": "yasmine_hadjali",
+    "7": "Hadil Rezak",
+    "70": "Youcef Chennoufi",
+    "71": "wissam_Feradji",
+    "72": "samar_madjda",
+    "73": "walid_bouakez",
+    "74": "Soheib Korichi",
+    "75": "walid_saiad",
+    "76": "tabet_borhane",
+    "77": "warda_djemel",
+    "78": "houssam_MK",
+    "79": "harek_sofia",
+    "8": "guidoum_wissam",
+    "80": "hicheme_Harchaoui",
+    "81": "ibtissem",
+    "82": "henni_walid",
+    "83": "gouabi_maria",
+    "84": "haniche_fouzia",
+    "85": "hammoudi_yousra",
+    "86": "grahli_youcef",
+    "87": "guermat_malak",
+    "88": "gherbi_madjda",
+    "89": "guellour_chahrazed",
+    "9": "gazoum_samah",
+    "90": "glass",
+    "91": "gousmine_cerine",
+    "92": "hakime_bekkouche",
+    "93": "dahmani_nesrine",
+    "94": "gaouaoui_abdallah",
+    "95": "chouli_abdelraouf",
+    "96": "fodil_aya",
+    "97": "ghazli",
+    "98": "dahmani_sarah",
+    "99": "ghedadbia_nadjib"
+  },
+  "image_size": 224,
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "label2id": {
+    "Deia_Chaaraoui": "59",
+    "Fadi_Quarmouch": "14",
+    "Fanan Oukhouch": "15",
+    "FatmaElzohra_Taleb": "11",
+    "Hadil Rezak": "7",
+    "Hadil_Mabrouk": "5",
+    "Hadjer Djadi": "4",
+    "Hafssa Hamoudi": "3",
+    "Halla Zdigha": "55",
+    "Rzatit_NourElhouda": "53",
+    "Safa Achour": "47",
+    "Serine Zouad": "39",
+    "Soheib Korichi": "74",
+    "Walid Amkouken": "25",
+    "Wassime Zougari": "67",
+    "Youcef Chennoufi": "70",
+    "Zineb Ourihan": "35",
+    "chouli_abdelraouf": "95",
+    "dahmani_nesrine": "93",
+    "dahmani_sarah": "98",
+    "dahou_amine": "66",
+    "daidji_aya_meriem": "60",
+    "damache": "57",
+    "dellici_ikram": "58",
+    "djallal": "63",
+    "djebbal": "62",
+    "djebbar_hind": "65",
+    "djennadi_elhadi": "17",
+    "djennadi_yasmine": "61",
+    "djouhri": "64",
+    "doaa_lakam": "56",
+    "dria_mabila": "10",
+    "elkkad_khaoula": "13",
+    "fadel_ikram": "16",
+    "fairouze_senadjki": "12",
+    "fodil_aya": "96",
+    "gaouaoui_abdallah": "94",
+    "gazoum_samah": "9",
+    "ghazli": "97",
+    "ghedadbia_nadjib": "99",
+    "gherbi_madjda": "88",
+    "glass": "90",
+    "gouabi_maria": "83",
+    "gousmine_cerine": "91",
+    "grahli_youcef": "86",
+    "guellour_chahrazed": "89",
+    "guermat_malak": "87",
+    "guidoum_wissam": "8",
+    "hadil_guenan": "6",
+    "hafidi_amel": "2",
+    "hakem_zoubida": "1",
+    "hakime_bekkouche": "92",
+    "halilou_afaf": "0",
+    "hamidi": "54",
+    "hammoudi_yousra": "85",
+    "haniche_fouzia": "84",
+    "harek_sofia": "79",
+    "henni_walid": "82",
+    "hicheme_Harchaoui": "80",
+    "houssam_MK": "78",
+    "ibtissem": "81",
+    "saadi_maria": "46",
+    "sabah_chemani": "48",
+    "sabrina": "49",
+    "sabrine_bouhais": "52",
+    "sadji_warda": "50",
+    "safsafi_nouha": "51",
+    "sahili_falek_mehdi": "45",
+    "said_radjaa": "40",
+    "saidi_sabah": "38",
+    "samar_madjda": "72",
+    "samia": "44",
+    "sarah_Boukahla": "42",
+    "sbaa_mohamed": "43",
+    "semroud_ikram": "28",
+    "sidali_Merzouga": "37",
+    "sliman_boudali": "41",
+    "soundous_amour": "31",
+    "soundous_samar": "34",
+    "tabet_borhane": "76",
+    "talha_mohamed": "30",
+    "tali": "29",
+    "taouari_hanaa": "33",
+    "tilmatine_anis": "32",
+    "timizar_hakim": "27",
+    "timizar_imene": "22",
+    "timizar_kaouthar": "21",
+    "timizar_saliha": "19",
+    "tinhinan": "20",
+    "tortebim_ryad": "26",
+    "touati_assia": "18",
+    "touati_narimane": "24",
+    "walid": "23",
+    "walid_bouakez": "73",
+    "walid_saiad": "75",
+    "warda_djemel": "77",
+    "wissam_Feradji": "71",
+    "yasmine_hadjali": "69",
+    "yettou": "68",
+    "zoubir_sirine": "36"
+  },
+  "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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