Training in progress epoch 0

README.md

@@ -14,13 +14,13 @@ probably proofread and complete it, then remove this comment. -->
 
 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: 0.5326
-- Train Accuracy: 0.9402
-- Train Top-3-accuracy: 0.9865
-- Validation Loss: 2.8161
-- Validation Accuracy: 0.3368
-- Validation Top-3-accuracy: 0.5271
-- Epoch: 6
+- Train Loss: 3.6793
+- Train Accuracy: 0.125
+- Train Top-3-accuracy: 0.2805
+- Validation Loss: 3.4078
+- Validation Accuracy: 0.2151
+- Validation Top-3-accuracy: 0.4756
+- Epoch: 0
 
 ## Model description
 
@@ -39,20 +39,14 @@ More information needed
 ### 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': 6e-05, 'decay_steps': 17712, '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}
+- optimizer: {'inner_optimizer': {'class_name': 'AdamWeightDecay', 'config': {'name': 'AdamWeightDecay', 'learning_rate': {'class_name': 'PolynomialDecay', 'config': {'initial_learning_rate': 4e-05, 'decay_steps': 1620, '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 |
 |:----------:|:--------------:|:--------------------:|:---------------:|:-------------------:|:-------------------------:|:-----:|
-| 5.1546     | 0.0351         | 0.0849               | 4.7034          | 0.0902              | 0.1735                    | 0     |
-| 4.3451     | 0.1267         | 0.2635               | 4.0609          | 0.1521              | 0.3023                    | 1     |
-| 3.6069     | 0.2511         | 0.4437               | 3.5352          | 0.2362              | 0.4211                    | 2     |
-| 2.8284     | 0.4143         | 0.6362               | 3.1768          | 0.2814              | 0.4707                    | 3     |
-| 1.9777     | 0.6120         | 0.8084               | 2.8849          | 0.3208              | 0.5202                    | 4     |
-| 1.1474     | 0.8152         | 0.9325               | 2.7783          | 0.3477              | 0.5268                    | 5     |
-| 0.5326     | 0.9402         | 0.9865               | 2.8161          | 0.3368              | 0.5271                    | 6     |
+| 3.6793     | 0.125          | 0.2805               | 3.4078          | 0.2151              | 0.4756                    | 0     |
 
 
 ### Framework versions

config.json

@@ -9,535 +9,117 @@
   "hidden_dropout_prob": 0.0,
   "hidden_size": 768,
   "id2label": {
-    "0": "writer_43",
-    "1": "writer_22",
-    "10": "zoubir_sirine",
-    "100": "masouni_maram",
-    "101": "mekati_aymen",
-    "102": "maroua_boutraa",
-    "103": "medjani_yasine",
-    "104": "Mebarek Lydia",
-    "105": "marouf_mohamed",
-    "106": "meriem",
-    "107": "massilia",
-    "108": "menani_rania",
-    "109": "meriem02",
-    "11": "yettou",
-    "110": "madji_zakaria",
-    "111": "mahdji",
-    "112": "maalem_abdelmoumene",
-    "113": "malek_soumia",
-    "114": "manel",
-    "115": "maroua",
-    "116": "mahdi_maya",
-    "117": "maissa",
-    "118": "madani_lilya",
-    "119": "manal",
-    "12": "yasmine2",
-    "120": "lyna",
-    "121": "Lina matart",
-    "122": "aya_rezzoug",
-    "123": "lounes",
-    "124": "aymen",
-    "125": "lilia_maria",
-    "126": "lounes_selma",
-    "127": "lydya",
-    "128": "lydia_tair",
-    "129": "aya_sebti",
-    "13": "yamina",
-    "130": "attallah_assia",
-    "131": "arkoub",
-    "132": "Aya",
-    "133": "aroua",
-    "134": "anonym01",
-    "135": "anonym02",
-    "136": "anonym03",
-    "137": "assad_manel",
-    "138": "assia_mlhoubi",
-    "139": "amir",
-    "14": "Zinedinne",
-    "140": "amine",
-    "141": "amazouz_melissa",
-    "142": "amrane_sanaa",
-    "143": "anahid",
-    "144": "amani",
-    "145": "amira",
-    "146": "anfel",
-    "147": "amadouche",
-    "148": "anonym",
-    "149": "guellour_chahrazed",
-    "15": "zaidi",
-    "150": "gherbi_madjda",
-    "151": "hakem_zoubida",
-    "152": "hakime_bekkouche",
-    "153": "hafidi_amel",
-    "154": "glass",
-    "155": "guermat_malak",
-    "156": "gouabi_maria",
-    "157": "guidoum_wissam",
-    "158": "gousmine_cerine",
-    "159": "ghedadbia_nadjib",
-    "16": "younsi",
-    "160": "ghazli",
-    "161": "djouhri",
-    "162": "djennadi_yasmine",
-    "163": "dria_mabila",
-    "164": "fatima zohra",
-    "165": "fella",
-    "166": "gazoum_samah",
-    "167": "fadel_ikram",
-    "168": "fella02",
-    "169": "djaafer_amir",
-    "17": "yousra_belbaki",
-    "170": "djallal",
-    "171": "djebbal",
-    "172": "daidji_aya_meriem",
-    "173": "dellici_ikram",
-    "174": "damache",
-    "175": "dahmani_sarah",
-    "176": "djennadi_elhadi",
-    "177": "dahou_amine",
-    "178": "djebbar_hind",
-    "179": "brahim_djerourou",
-    "18": "yasmine_hadjali",
-    "180": "bouzidi_romaissa",
-    "181": "cherif_raouf",
-    "182": "dahmani_nesrine",
-    "183": "chelioui_basma",
-    "184": "chahrazed",
-    "185": "cheniti_amine",
-    "186": "cerine",
-    "187": "cherbi_ikhlas",
-    "188": "chaima_radouani",
-    "189": "boutiche_maria",
-    "19": "youcef_reddam",
-    "190": "bouremel_walid",
-    "191": "boulhad_abir",
-    "192": "bouras_amira",
-    "193": "bouhadadou_asma",
-    "194": "bouras_feriel",
-    "195": "Bouhoaya khadidja",
-    "196": "boukhri_abdrahman",
-    "197": "bourahla_lotfi",
-    "198": "boulares_hadjer",
-    "199": "benzine_imene",
-    "2": "writer_27",
-    "20": "wafa",
-    "200": "bensouda_alaa",
-    "201": "benzertiha_asma",
-    "202": "bouakkaz_youcef",
-    "203": "boufenar",
-    "204": "boualbani_lamis",
-    "205": "betrouni",
-    "206": "biba",
-    "207": "boughanem_sirine",
-    "208": "boughareb",
-    "209": "beldi_amira",
-    "21": "timizar_hakim",
-    "210": "belkessa_imane",
-    "211": "bekhti_djamila",
-    "212": "belkessa_nawel",
-    "213": "belhous_fahima",
-    "214": "benguea_amina",
-    "215": "basma_benboutid",
-    "216": "benbekhma_marwa",
-    "217": "belferroum_assin",
-    "218": "bedder",
-    "219": "kheira",
-    "22": "touati_assia",
-    "220": "lalou_sarah",
-    "221": "lahouaoui",
-    "222": "khowter_amer",
-    "223": "khawla_benarous",
-    "224": "khouloud",
-    "225": "kheir_sohaib",
-    "226": "kocheida_imen",
-    "227": "kebbab",
-    "228": "Kenza",
-    "229": "kacimi",
-    "23": "walid",
-    "230": "iline",
-    "231": "ibtissem",
-    "232": "idjer_khadidja",
-    "233": "hounaci_med",
-    "234": "henni_walid",
-    "235": "imene_siserir",
-    "236": "kaouther_tim",
-    "237": "kaeima_rahali",
-    "238": "imene",
-    "239": "Hani",
-    "24": "tortebim_ryad",
-    "240": "ali_daoudi",
-    "241": "harek_sofia",
-    "242": "aliche_khadidja",
-    "243": "alim",
-    "244": "halilou_afaf",
-    "245": "hamidi",
-    "246": "allaf",
-    "247": "haniche_fouzia",
-    "248": "hanaa",
-    "249": "ali",
-    "25": "touati_narimane",
-    "250": "ait_saadi",
-    "251": "ailane_abir",
-    "252": "abrous",
-    "253": "abir_dendani",
-    "254": "addache_fares",
-    "255": "aboellar",
-    "256": "abd_slam",
-    "257": "adlane",
-    "258": "adem_kara_ali",
-    "259": "abdelaziz_lameya",
-    "26": "tinhinan",
-    "260": "abarham_sarah",
-    "261": "abaraka_mohamed",
-    "27": "timizar_imene",
-    "28": "warda_djemel",
-    "29": "timizar_saliha",
-    "3": "writer_14",
-    "30": "tabet_borhane",
-    "31": "tarek",
-    "32": "tesnime",
-    "33": "taouari_hanaa",
-    "34": "souhila02",
-    "35": "tilmatine_anis",
-    "36": "souhila",
-    "37": "tali",
-    "38": "talha_mohamed",
-    "39": "Taky dinne",
-    "4": "writer_17",
-    "40": "samira",
-    "41": "samy",
-    "42": "sara_aithoucine",
-    "43": "semroud_ikram",
-    "44": "samar_madjda",
-    "45": "sanaa_A",
-    "46": "samia",
-    "47": "sofia mb",
-    "48": "sarah",
-    "49": "sarah02",
-    "5": "writer_11",
-    "50": "sakhi_sara",
-    "51": "roukia",
-    "52": "sabrina",
-    "53": "saidi_sabah",
-    "54": "sadji_warda",
-    "55": "roufaida",
-    "56": "saadi_maria",
-    "57": "sahili_falek_mehdi",
-    "58": "sabrine_bouhais",
-    "59": "said_radjaa",
-    "6": "writer_16",
-    "60": "riadh_hadjsadouk",
-    "61": "regoui_zineb",
-    "62": "regoui_youcef",
-    "63": "rosa",
-    "64": "ribaoui_aya",
-    "65": "regoui_meriem",
-    "66": "rouag_lina",
-    "67": "rimase",
-    "68": "regoui_riad",
-    "69": "riane_chakib",
-    "7": "writer_1",
-    "70": "rabab",
-    "71": "regoui_amine",
-    "72": "rania_ladoul",
-    "73": "regoui_assia",
-    "74": "radia",
-    "75": "rania_amira",
-    "76": "regoui",
-    "77": "regoui_amira_rym",
-    "78": "oueldsaid_seif_eddine",
-    "79": "rayan",
-    "8": "writer_7",
-    "80": "nadir_taileb",
-    "81": "naruto",
-    "82": "nedjet_boumediene",
-    "83": "naila_aissani",
-    "84": "nassiba",
-    "85": "nael",
-    "86": "nassim_2",
-    "87": "nassim",
-    "88": "neggazi",
-    "89": "nesrine",
-    "9": "writer_10",
-    "90": "moughdad_yasmine",
-    "91": "midoune_imane",
-    "92": "mouhoub",
-    "93": "meziane_mustapha",
-    "94": "nada",
-    "95": "milaoubi_abdelhakim",
-    "96": "moncef",
-    "97": "messad_abir",
-    "98": "moussa_billel",
-    "99": "mohamed"
+    "0": "writer_2",
+    "1": "writer_9",
+    "10": "writer_16",
+    "11": "writer_11",
+    "12": "writer_12",
+    "13": "writer_19",
+    "14": "writer_15",
+    "15": "writer_20",
+    "16": "writer_17",
+    "17": "writer_18",
+    "18": "writer_14",
+    "19": "writer_13",
+    "2": "writer_10",
+    "20": "writer_27",
+    "21": "writer_28",
+    "22": "writer_22",
+    "23": "writer_23",
+    "24": "writer_26",
+    "25": "writer_25",
+    "26": "writer_29",
+    "27": "writer_30",
+    "28": "writer_21",
+    "29": "writer_24",
+    "3": "writer_3",
+    "30": "writer_35",
+    "31": "writer_31",
+    "32": "writer_39",
+    "33": "writer_37",
+    "34": "writer_36",
+    "35": "writer_40",
+    "36": "writer_32",
+    "37": "writer_34",
+    "38": "writer_38",
+    "39": "writer_33",
+    "4": "writer_7",
+    "40": "writer_44",
+    "41": "writer_42",
+    "42": "writer_47",
+    "43": "writer_48",
+    "44": "writer_46",
+    "45": "writer_43",
+    "46": "writer_41",
+    "47": "writer_50",
+    "48": "writer_45",
+    "49": "writer_49",
+    "5": "writer_4",
+    "50": "writer_53",
+    "51": "writer_52",
+    "52": "writer_51",
+    "6": "writer_1",
+    "7": "writer_6",
+    "8": "writer_8",
+    "9": "writer_5"
   },
   "image_size": 224,
   "initializer_range": 0.02,
   "intermediate_size": 3072,
   "label2id": {
-    "Aya": "132",
-    "Bouhoaya khadidja": "195",
-    "Hani": "239",
-    "Kenza": "228",
-    "Lina matart": "121",
-    "Mebarek Lydia": "104",
-    "Taky dinne": "39",
-    "Zinedinne": "14",
-    "abaraka_mohamed": "261",
-    "abarham_sarah": "260",
-    "abd_slam": "256",
-    "abdelaziz_lameya": "259",
-    "abir_dendani": "253",
-    "aboellar": "255",
-    "abrous": "252",
-    "addache_fares": "254",
-    "adem_kara_ali": "258",
-    "adlane": "257",
-    "ailane_abir": "251",
-    "ait_saadi": "250",
-    "ali": "249",
-    "ali_daoudi": "240",
-    "aliche_khadidja": "242",
-    "alim": "243",
-    "allaf": "246",
-    "amadouche": "147",
-    "amani": "144",
-    "amazouz_melissa": "141",
-    "amine": "140",
-    "amir": "139",
-    "amira": "145",
-    "amrane_sanaa": "142",
-    "anahid": "143",
-    "anfel": "146",
-    "anonym": "148",
-    "anonym01": "134",
-    "anonym02": "135",
-    "anonym03": "136",
-    "arkoub": "131",
-    "aroua": "133",
-    "assad_manel": "137",
-    "assia_mlhoubi": "138",
-    "attallah_assia": "130",
-    "aya_rezzoug": "122",
-    "aya_sebti": "129",
-    "aymen": "124",
-    "basma_benboutid": "215",
-    "bedder": "218",
-    "bekhti_djamila": "211",
-    "beldi_amira": "209",
-    "belferroum_assin": "217",
-    "belhous_fahima": "213",
-    "belkessa_imane": "210",
-    "belkessa_nawel": "212",
-    "benbekhma_marwa": "216",
-    "benguea_amina": "214",
-    "bensouda_alaa": "200",
-    "benzertiha_asma": "201",
-    "benzine_imene": "199",
-    "betrouni": "205",
-    "biba": "206",
-    "bouakkaz_youcef": "202",
-    "boualbani_lamis": "204",
-    "boufenar": "203",
-    "boughanem_sirine": "207",
-    "boughareb": "208",
-    "bouhadadou_asma": "193",
-    "boukhri_abdrahman": "196",
-    "boulares_hadjer": "198",
-    "boulhad_abir": "191",
-    "bourahla_lotfi": "197",
-    "bouras_amira": "192",
-    "bouras_feriel": "194",
-    "bouremel_walid": "190",
-    "boutiche_maria": "189",
-    "bouzidi_romaissa": "180",
-    "brahim_djerourou": "179",
-    "cerine": "186",
-    "chahrazed": "184",
-    "chaima_radouani": "188",
-    "chelioui_basma": "183",
-    "cheniti_amine": "185",
-    "cherbi_ikhlas": "187",
-    "cherif_raouf": "181",
-    "dahmani_nesrine": "182",
-    "dahmani_sarah": "175",
-    "dahou_amine": "177",
-    "daidji_aya_meriem": "172",
-    "damache": "174",
-    "dellici_ikram": "173",
-    "djaafer_amir": "169",
-    "djallal": "170",
-    "djebbal": "171",
-    "djebbar_hind": "178",
-    "djennadi_elhadi": "176",
-    "djennadi_yasmine": "162",
-    "djouhri": "161",
-    "dria_mabila": "163",
-    "fadel_ikram": "167",
-    "fatima zohra": "164",
-    "fella": "165",
-    "fella02": "168",
-    "gazoum_samah": "166",
-    "ghazli": "160",
-    "ghedadbia_nadjib": "159",
-    "gherbi_madjda": "150",
-    "glass": "154",
-    "gouabi_maria": "156",
-    "gousmine_cerine": "158",
-    "guellour_chahrazed": "149",
-    "guermat_malak": "155",
-    "guidoum_wissam": "157",
-    "hafidi_amel": "153",
-    "hakem_zoubida": "151",
-    "hakime_bekkouche": "152",
-    "halilou_afaf": "244",
-    "hamidi": "245",
-    "hanaa": "248",
-    "haniche_fouzia": "247",
-    "harek_sofia": "241",
-    "henni_walid": "234",
-    "hounaci_med": "233",
-    "ibtissem": "231",
-    "idjer_khadidja": "232",
-    "iline": "230",
-    "imene": "238",
-    "imene_siserir": "235",
-    "kacimi": "229",
-    "kaeima_rahali": "237",
-    "kaouther_tim": "236",
-    "kebbab": "227",
-    "khawla_benarous": "223",
-    "kheir_sohaib": "225",
-    "kheira": "219",
-    "khouloud": "224",
-    "khowter_amer": "222",
-    "kocheida_imen": "226",
-    "lahouaoui": "221",
-    "lalou_sarah": "220",
-    "lilia_maria": "125",
-    "lounes": "123",
-    "lounes_selma": "126",
-    "lydia_tair": "128",
-    "lydya": "127",
-    "lyna": "120",
-    "maalem_abdelmoumene": "112",
-    "madani_lilya": "118",
-    "madji_zakaria": "110",
-    "mahdi_maya": "116",
-    "mahdji": "111",
-    "maissa": "117",
-    "malek_soumia": "113",
-    "manal": "119",
-    "manel": "114",
-    "maroua": "115",
-    "maroua_boutraa": "102",
-    "marouf_mohamed": "105",
-    "masouni_maram": "100",
-    "massilia": "107",
-    "medjani_yasine": "103",
-    "mekati_aymen": "101",
-    "menani_rania": "108",
-    "meriem": "106",
-    "meriem02": "109",
-    "messad_abir": "97",
-    "meziane_mustapha": "93",
-    "midoune_imane": "91",
-    "milaoubi_abdelhakim": "95",
-    "mohamed": "99",
-    "moncef": "96",
-    "moughdad_yasmine": "90",
-    "mouhoub": "92",
-    "moussa_billel": "98",
-    "nada": "94",
-    "nadir_taileb": "80",
-    "nael": "85",
-    "naila_aissani": "83",
-    "naruto": "81",
-    "nassiba": "84",
-    "nassim": "87",
-    "nassim_2": "86",
-    "nedjet_boumediene": "82",
-    "neggazi": "88",
-    "nesrine": "89",
-    "oueldsaid_seif_eddine": "78",
-    "rabab": "70",
-    "radia": "74",
-    "rania_amira": "75",
-    "rania_ladoul": "72",
-    "rayan": "79",
-    "regoui": "76",
-    "regoui_amine": "71",
-    "regoui_amira_rym": "77",
-    "regoui_assia": "73",
-    "regoui_meriem": "65",
-    "regoui_riad": "68",
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