[INFO: 2021-08-22 01:46:10,400] Training with config:
[INFO: 2021-08-22 01:46:10,404] {'DATA_LOADER': {'DROP_LAST': True,
                 'INPUT_SEQ_PATH': './mscoco/sent/coco_train_input.pkl',
                 'MAX_FEAT': -1,
                 'NUM_WORKERS': 8,
                 'PIN_MEMORY': True,
                 'SEQ_PER_IMG': 5,
                 'SHUFFLE': True,
                 'TARGET_SEQ_PATH': './mscoco/sent/coco_train_target.pkl',
                 'TEST_4W_ID': './mscoco/misc/ids2path_json/coco_test4w_ids2path.json',
                 'TEST_ATT_FEATS': './mscoco/feature/coco2014',
                 'TEST_GV_FEAT': '',
                 'TEST_ID': './mscoco/misc/ids2path_json/coco_test_ids2path.json',
                 'TRAIN_ATT_FEATS': './mscoco/feature/coco2014',
                 'TRAIN_GV_FEAT': '',
                 'TRAIN_ID': './mscoco/misc/ids2path_json/coco_train_ids2path.json',
                 'VAL_ATT_FEATS': './mscoco/feature/coco2014',
                 'VAL_GV_FEAT': '',
                 'VAL_ID': './mscoco/misc/ids2path_json/coco_val_ids2path.json'},
 'EPS': 1e-14,
 'INFERENCE': {'BEAM_SIZE': 5,
               'CAP_KEY': 'caption',
               'COCO_PATH': './coco-caption',
               'EVAL': 'COCO',
               'GREEDY_DECODE': True,
               'ID_KEY': 'image_id',
               'TEST_ANNFILE': './mscoco/misc/captions_test5k.json',
               'VAL_ANNFILE': './mscoco/misc/captions_val5k.json',
               'VOCAB': './mscoco/txt/coco_vocabulary.txt'},
 'LOGGER_NAME': 'log',
 'LOSSES': {'LABELSMOOTHING': 0.1,
            'RL_TYPE': 'RewardCriterion',
            'XE_TYPE': 'LabelSmoothing'},
 'MEAN': [0.485, 0.456, 0.406],
 'MODEL': {'ATT_ACT': 'TANH',
           'ATT_FEATS_DIM': 1536,
           'ATT_FEATS_EMBED_ACT': 'CELU',
           'ATT_FEATS_EMBED_DIM': 512,
           'ATT_FEATS_NORM': False,
           'ATT_HIDDEN_DROP': 0.0,
           'ATT_HIDDEN_SIZE': -1,
           'BILINEAR': {'ACT': 'CELU',
                        'ATTTYPE': 'SCAtt',
                        'ATT_DIM': 512,
                        'BIFEAT_EMB_ACT': 'RELU',
                        'DECODE_ATT_MID_DIM': [128, 64, 128],
                        'DECODE_ATT_MID_DROPOUT': 0.1,
                        'DECODE_BIFEAT_EMB_DROPOUT': 0.1,
                        'DECODE_BLOCK': 'LowRankBilinearDec',
                        'DECODE_DROPOUT': 0.1,
                        'DECODE_FF_DROPOUT': 0.1,
                        'DECODE_LAYERS': 3,
                        'DIM': 512,
                        'ELU_ALPHA': 1.3,
                        'ENCODE_ATT_MID_DIM': [128, 64, 128],
                        'ENCODE_ATT_MID_DROPOUT': 0.1,
                        'ENCODE_BIFEAT_EMB_DROPOUT': 0.1,
                        'ENCODE_BLOCK': 'LowRankBilinearEnc',
                        'ENCODE_DROPOUT': 0.1,
                        'ENCODE_FF_DROPOUT': 0.1,
                        'ENCODE_LAYERS': 3,
                        'HEAD': 8,
                        'TYPE': 'LowRank'},
           'BOTTOM_UP': {'DROPOUT_FIRST_INPUT': 0.0, 'DROPOUT_SEC_INPUT': 0.0},
           'DROPOUT_ATT_EMBED': 0.1,
           'DROPOUT_GV_EMBED': 0.0,
           'DROPOUT_LM': 0.1,
           'DROPOUT_WORD_EMBED': 0.1,
           'GVFEAT_DIM': 1536,
           'GVFEAT_EMBED_ACT': 'NONE',
           'GVFEAT_EMBED_DIM': -1,
           'RNN_SIZE': 512,
           'SEQ_LEN': 17,
           'TRANSFORMER': {'PE_MAX_LEN': 5000},
           'TYPE': 'SwinTransformer',
           'VOCAB_SIZE': 9487,
           'WORD_EMBED_ACT': 'CELU',
           'WORD_EMBED_DIM': 512,
           'WORD_EMBED_NORM': False},
 'PARAM': {'ATT_FEATS': 'ATT_FEATS',
           'ATT_FEATS_MASK': 'ATT_FEATS_MASK',
           'GLOBAL_FEAT': 'GV_FEAT',
           'INDICES': 'INDICES',
           'INPUT_SENT': 'INPUT_SENT',
           'P_ATT_FEATS': 'P_ATT_FEATS',
           'STATE': 'STATE',
           'TARGET_SENT': 'TARGET_SENT',
           'WT': 'WT'},
 'ROOT_DIR': './experiments_ablation_swin/decoder2_1234_0',
 'SCORER': {'CIDER_CACHED': './mscoco/misc/coco_train_cider.pkl',
            'GT_PATH': './mscoco/misc/coco_train_gts.pkl',
            'TYPES': ['CIDEr'],
            'WEIGHTS': [1.0]},
 'SEED': 1234.0,
 'SOLVER': {'ADAM': {'BETAS': [0.9, 0.98], 'EPS': 1e-09},
            'BASE_LR': 0.0005,
            'BIAS_LR_FACTOR': 1,
            'DISPLAY': 20,
            'GRAD_CLIP': 0.1,
            'GRAD_CLIP_TYPE': 'Clamp',
            'LR_POLICY': {'FACTOR': 1.0,
                          'GAMMA': 0.8,
                          'MODEL_SIZE': 512,
                          'PLATEAU_FACTOR': 0.5,
                          'PLATEAU_PATIENCE': 3,
                          'SETP_TYPE': 'Iter',
                          'STEPS': [3],
                          'STEP_SIZE': 3,
                          'TYPE': 'Noam',
                          'WARMUP': 10000},
            'MAX_EPOCH': 70,
            'MAX_ITER': -1,
            'SGD': {'MOMENTUM': 0.9},
            'SNAPSHOT_ITERS': 1,
            'TEST_INTERVAL': 1,
            'TYPE': 'ADAM',
            'WEIGHT_DECAY': 0.0,
            'WEIGHT_DECAY_BIAS': 0.0},
 'STD': [0.229, 0.224, 0.225],
 'TEMP_DIR': './data/temp',
 'TEST': {'BATCH_SIZE': 36},
 'TRAIN': {'BATCH_SIZE': 10,
           'REINFORCEMENT': {'START': 9999},
           'SCHEDULED_SAMPLING': {'INC_EVERY': 5,
                                  'INC_PROB': 0.05,
                                  'MAX_PROB': 0.25,
                                  'START': 0}}}
[INFO: 2021-08-22 03:16:07,666] ######## Epoch (VAL)1 ########
[INFO: 2021-08-22 03:16:07,666] {'Bleu_1': 0.7223357998880042, 'Bleu_2': 0.5587672386689838, 'Bleu_3': 0.419821198618338, 'Bleu_4': 0.3135397972066467, 'METEOR': 0.2550316052345234, 'ROUGE_L': 0.5337769479836316, 'CIDEr': 0.983886533416593, 'SPICE': 0.180886210737374}
[INFO: 2021-08-22 03:22:21,129] ######## Epoch (TEST)1 ########
[INFO: 2021-08-22 03:22:21,129] {'Bleu_1': 0.7172373824443129, 'Bleu_2': 0.552925244373021, 'Bleu_3': 0.41434242009377414, 'Bleu_4': 0.308281376811399, 'METEOR': 0.25423240550545223, 'ROUGE_L': 0.5310269138565716, 'CIDEr': 0.9964257428110314, 'SPICE': 0.18038161735302669}
[INFO: 2021-08-22 04:48:38,107] ######## Epoch (VAL)2 ########
[INFO: 2021-08-22 04:48:38,107] {'Bleu_1': 0.7589054302213192, 'Bleu_2': 0.5989243941639244, 'Bleu_3': 0.4603477248499916, 'Bleu_4': 0.35216835119859113, 'METEOR': 0.27347499741296716, 'ROUGE_L': 0.5637482316198595, 'CIDEr': 1.110666306769909, 'SPICE': 0.202137234489003}
[INFO: 2021-08-22 04:54:58,170] ######## Epoch (TEST)2 ########
[INFO: 2021-08-22 04:54:58,171] {'Bleu_1': 0.7545191594213959, 'Bleu_2': 0.5929207599344941, 'Bleu_3': 0.454890173653237, 'Bleu_4': 0.3470391843724702, 'METEOR': 0.27329280144773077, 'ROUGE_L': 0.5606177887240449, 'CIDEr': 1.1162987251830472, 'SPICE': 0.20364314987778726}
[INFO: 2021-08-22 06:22:04,020] ######## Epoch (VAL)3 ########
[INFO: 2021-08-22 06:22:04,020] {'Bleu_1': 0.76574117675213, 'Bleu_2': 0.6043480129212568, 'Bleu_3': 0.46371657831458807, 'Bleu_4': 0.3551855780299157, 'METEOR': 0.27768533737262135, 'ROUGE_L': 0.5658205009227668, 'CIDEr': 1.141700550790901, 'SPICE': 0.20942968712782373}
[INFO: 2021-08-22 06:28:18,972] ######## Epoch (TEST)3 ########
[INFO: 2021-08-22 06:28:18,972] {'Bleu_1': 0.7634014712202437, 'Bleu_2': 0.6016526864639644, 'Bleu_3': 0.4635507491638301, 'Bleu_4': 0.3574338951799094, 'METEOR': 0.27742507094598806, 'ROUGE_L': 0.5633898928248225, 'CIDEr': 1.1496608083131261, 'SPICE': 0.2102690015841402}
[INFO: 2021-08-22 07:52:22,908] ######## Epoch (VAL)4 ########
[INFO: 2021-08-22 07:52:22,908] {'Bleu_1': 0.762802109981828, 'Bleu_2': 0.6009132250764833, 'Bleu_3': 0.4623586732847932, 'Bleu_4': 0.355478072416132, 'METEOR': 0.2780669558778509, 'ROUGE_L': 0.5620660188604588, 'CIDEr': 1.1481507868365843, 'SPICE': 0.20889259236259314}
[INFO: 2021-08-22 07:59:43,402] ######## Epoch (TEST)4 ########
[INFO: 2021-08-22 07:59:43,402] {'Bleu_1': 0.7606605885727007, 'Bleu_2': 0.5992700605073764, 'Bleu_3': 0.4620464323578109, 'Bleu_4': 0.35529602362670165, 'METEOR': 0.2786176280635002, 'ROUGE_L': 0.562343466828289, 'CIDEr': 1.1609677052668226, 'SPICE': 0.2097005777063212}
[INFO: 2021-08-22 09:25:59,346] ######## Epoch (VAL)5 ########
[INFO: 2021-08-22 09:25:59,347] {'Bleu_1': 0.7699925301461793, 'Bleu_2': 0.6103544237970773, 'Bleu_3': 0.47380806557235705, 'Bleu_4': 0.36627276417256766, 'METEOR': 0.2840712291409745, 'ROUGE_L': 0.570389266787393, 'CIDEr': 1.1771700756066248, 'SPICE': 0.21319757547569448}
[INFO: 2021-08-22 09:33:44,522] ######## Epoch (TEST)5 ########
[INFO: 2021-08-22 09:33:44,523] {'Bleu_1': 0.7677854641728421, 'Bleu_2': 0.6063876912746718, 'Bleu_3': 0.4703046022944158, 'Bleu_4': 0.3638538627069859, 'METEOR': 0.2841858957026609, 'ROUGE_L': 0.5673239149756766, 'CIDEr': 1.1918735451587066, 'SPICE': 0.21455997544012353}
[INFO: 2021-08-22 10:58:24,557] ######## Epoch (VAL)6 ########
[INFO: 2021-08-22 10:58:24,557] {'Bleu_1': 0.7752055776366038, 'Bleu_2': 0.617656554300595, 'Bleu_3': 0.4800242729575102, 'Bleu_4': 0.37246499272534306, 'METEOR': 0.2847241082921004, 'ROUGE_L': 0.5756016621181611, 'CIDEr': 1.1959952254530684, 'SPICE': 0.21291163651376183}
[INFO: 2021-08-22 11:04:04,010] ######## Epoch (TEST)6 ########
[INFO: 2021-08-22 11:04:04,010] {'Bleu_1': 0.7711078234801206, 'Bleu_2': 0.612808701515194, 'Bleu_3': 0.47525956691198784, 'Bleu_4': 0.36736777641591545, 'METEOR': 0.2831243225676945, 'ROUGE_L': 0.5723084514405962, 'CIDEr': 1.2035026658501202, 'SPICE': 0.21392262961244823}
[INFO: 2021-08-22 12:26:19,765] ######## Epoch (VAL)7 ########
[INFO: 2021-08-22 12:26:19,765] {'Bleu_1': 0.7715795529607132, 'Bleu_2': 0.6088444913621383, 'Bleu_3': 0.4719217041142887, 'Bleu_4': 0.3655352414043319, 'METEOR': 0.2833931974660076, 'ROUGE_L': 0.5714522313477642, 'CIDEr': 1.1914339623729655, 'SPICE': 0.21498142414720237}
[INFO: 2021-08-22 12:31:52,171] ######## Epoch (TEST)7 ########
[INFO: 2021-08-22 12:31:52,172] {'Bleu_1': 0.7702993960862814, 'Bleu_2': 0.6071376077013089, 'Bleu_3': 0.46819542107246376, 'Bleu_4': 0.35963346841562516, 'METEOR': 0.2831019825458902, 'ROUGE_L': 0.569218954482056, 'CIDEr': 1.1862595259551376, 'SPICE': 0.21495269094020722}
[INFO: 2021-08-22 13:55:31,432] ######## Epoch (VAL)8 ########
[INFO: 2021-08-22 13:55:31,432] {'Bleu_1': 0.7722168241309837, 'Bleu_2': 0.6123880113173383, 'Bleu_3': 0.47384088956327797, 'Bleu_4': 0.3666295718865119, 'METEOR': 0.2849264394699918, 'ROUGE_L': 0.5741188207852717, 'CIDEr': 1.1852315199398178, 'SPICE': 0.21314287474700527}
[INFO: 2021-08-22 14:01:04,416] ######## Epoch (TEST)8 ########
[INFO: 2021-08-22 14:01:04,417] {'Bleu_1': 0.772118341809622, 'Bleu_2': 0.6134693370551099, 'Bleu_3': 0.47691975368137673, 'Bleu_4': 0.3693538709993161, 'METEOR': 0.28672167425208284, 'ROUGE_L': 0.5755600746164874, 'CIDEr': 1.2068696761414333, 'SPICE': 0.21560948679244626}
[INFO: 2021-08-22 15:23:29,078] ######## Epoch (VAL)9 ########
[INFO: 2021-08-22 15:23:29,078] {'Bleu_1': 0.7743816139745126, 'Bleu_2': 0.6178965317527683, 'Bleu_3': 0.4820074703328097, 'Bleu_4': 0.37533387892203496, 'METEOR': 0.28700939289262795, 'ROUGE_L': 0.5764785006343484, 'CIDEr': 1.2046933729299427, 'SPICE': 0.21667455013860573}
[INFO: 2021-08-22 15:29:22,829] ######## Epoch (TEST)9 ########
[INFO: 2021-08-22 15:29:22,829] {'Bleu_1': 0.7740379317774495, 'Bleu_2': 0.6139126277891153, 'Bleu_3': 0.47728646050187223, 'Bleu_4': 0.3694007552540366, 'METEOR': 0.2849440587397636, 'ROUGE_L': 0.5741890319377073, 'CIDEr': 1.203208507650598, 'SPICE': 0.2160874347687185}
[INFO: 2021-08-22 16:51:31,049] ######## Epoch (VAL)10 ########
[INFO: 2021-08-22 16:51:31,050] {'Bleu_1': 0.7762528814137972, 'Bleu_2': 0.617195255746397, 'Bleu_3': 0.4777626391617282, 'Bleu_4': 0.36812656154234014, 'METEOR': 0.28676858876222305, 'ROUGE_L': 0.5733016399088512, 'CIDEr': 1.207047474669856, 'SPICE': 0.2178891655392864}
[INFO: 2021-08-22 16:58:36,753] ######## Epoch (TEST)10 ########
[INFO: 2021-08-22 16:58:36,753] {'Bleu_1': 0.7770489819213628, 'Bleu_2': 0.6174984970890116, 'Bleu_3': 0.4795112307917945, 'Bleu_4': 0.3706676765159768, 'METEOR': 0.2868794516225753, 'ROUGE_L': 0.5740108644284985, 'CIDEr': 1.2208914802596347, 'SPICE': 0.2194573927637383}
[INFO: 2021-08-22 18:20:10,340] ######## Epoch (VAL)11 ########
[INFO: 2021-08-22 18:20:10,340] {'Bleu_1': 0.777188121246427, 'Bleu_2': 0.6185710871579829, 'Bleu_3': 0.48104822975184, 'Bleu_4': 0.37347658137862744, 'METEOR': 0.28673142882381397, 'ROUGE_L': 0.5748782332943827, 'CIDEr': 1.2028615658362896, 'SPICE': 0.21791564865700092}
[INFO: 2021-08-22 18:25:37,442] ######## Epoch (TEST)11 ########
[INFO: 2021-08-22 18:25:37,443] {'Bleu_1': 0.7762560011934002, 'Bleu_2': 0.6168678418888432, 'Bleu_3': 0.47971076179371824, 'Bleu_4': 0.37178940947499695, 'METEOR': 0.28785904089483855, 'ROUGE_L': 0.575325881376985, 'CIDEr': 1.2166544941717696, 'SPICE': 0.2190569608394172}
[INFO: 2021-08-22 19:46:37,579] ######## Epoch (VAL)12 ########
[INFO: 2021-08-22 19:46:37,579] {'Bleu_1': 0.768472697151822, 'Bleu_2': 0.6098669072426944, 'Bleu_3': 0.47353933810709786, 'Bleu_4': 0.3675654509660662, 'METEOR': 0.2857824998876299, 'ROUGE_L': 0.5717210671507954, 'CIDEr': 1.1957476547212966, 'SPICE': 0.2144021825215661}
[INFO: 2021-08-22 19:52:05,126] ######## Epoch (TEST)12 ########
[INFO: 2021-08-22 19:52:05,127] {'Bleu_1': 0.7684334008744638, 'Bleu_2': 0.608207024926271, 'Bleu_3': 0.4724031768192369, 'Bleu_4': 0.3665356955543516, 'METEOR': 0.2857634822278116, 'ROUGE_L': 0.5690260048736707, 'CIDEr': 1.2005411181994279, 'SPICE': 0.21612761645860518}
[INFO: 2021-08-22 21:16:56,499] ######## Epoch (VAL)13 ########
[INFO: 2021-08-22 21:16:56,500] {'Bleu_1': 0.7776951830770373, 'Bleu_2': 0.6198461210232804, 'Bleu_3': 0.4823362689634283, 'Bleu_4': 0.37426656229283334, 'METEOR': 0.2879169387557298, 'ROUGE_L': 0.5745647505681057, 'CIDEr': 1.2118451217792434, 'SPICE': 0.2186185601099192}
[INFO: 2021-08-22 21:24:19,120] ######## Epoch (TEST)13 ########
[INFO: 2021-08-22 21:24:19,120] {'Bleu_1': 0.7754329234565636, 'Bleu_2': 0.6156624379654989, 'Bleu_3': 0.4772849313159874, 'Bleu_4': 0.3676124888306044, 'METEOR': 0.28803193168083707, 'ROUGE_L': 0.5740048723983118, 'CIDEr': 1.2141292636904952, 'SPICE': 0.218859242116132}
[INFO: 2021-08-22 22:50:08,167] ######## Epoch (VAL)14 ########
[INFO: 2021-08-22 22:50:08,168] {'Bleu_1': 0.7760694500141501, 'Bleu_2': 0.6174562960700245, 'Bleu_3': 0.47949995850698246, 'Bleu_4': 0.37126308051225215, 'METEOR': 0.28633318705910643, 'ROUGE_L': 0.5742422382242273, 'CIDEr': 1.2018620845542431, 'SPICE': 0.21766655388935915}
[INFO: 2021-08-22 22:56:34,604] ######## Epoch (TEST)14 ########
[INFO: 2021-08-22 22:56:34,604] {'Bleu_1': 0.7725572838027792, 'Bleu_2': 0.6134520796705595, 'Bleu_3': 0.47540056491681515, 'Bleu_4': 0.3664162103969971, 'METEOR': 0.2862304694302195, 'ROUGE_L': 0.5736483989355617, 'CIDEr': 1.2083146998311485, 'SPICE': 0.2193440161955603}
[INFO: 2021-08-23 00:22:41,985] ######## Epoch (VAL)15 ########
[INFO: 2021-08-23 00:22:41,985] {'Bleu_1': 0.7762838269763312, 'Bleu_2': 0.6185816951068468, 'Bleu_3': 0.4819178337297693, 'Bleu_4': 0.37462329284472623, 'METEOR': 0.28721423374509636, 'ROUGE_L': 0.5724588804265375, 'CIDEr': 1.2062240014763854, 'SPICE': 0.21910954872554625}
[INFO: 2021-08-23 00:29:30,278] ######## Epoch (TEST)15 ########
[INFO: 2021-08-23 00:29:30,278] {'Bleu_1': 0.7729622351332713, 'Bleu_2': 0.6124495519516407, 'Bleu_3': 0.4747883266334504, 'Bleu_4': 0.36616787725258354, 'METEOR': 0.2857200390764544, 'ROUGE_L': 0.5724854178098081, 'CIDEr': 1.2047279940404039, 'SPICE': 0.21991999289934042}
[INFO: 2021-08-23 01:52:14,715] ######## Epoch (VAL)16 ########
[INFO: 2021-08-23 01:52:14,715] {'Bleu_1': 0.7785170494529935, 'Bleu_2': 0.6202688540370216, 'Bleu_3': 0.48288052763278233, 'Bleu_4': 0.37480802263214913, 'METEOR': 0.2893485293726186, 'ROUGE_L': 0.577614615064298, 'CIDEr': 1.2182801264260739, 'SPICE': 0.2170227590036378}
[INFO: 2021-08-23 01:58:48,847] ######## Epoch (TEST)16 ########
[INFO: 2021-08-23 01:58:48,848] {'Bleu_1': 0.7777327417014939, 'Bleu_2': 0.6167787156303476, 'Bleu_3': 0.4783774841959114, 'Bleu_4': 0.36858402548570396, 'METEOR': 0.2889732147622691, 'ROUGE_L': 0.576869742406256, 'CIDEr': 1.2240928659565975, 'SPICE': 0.21760507825932882}
[INFO: 2021-08-23 03:20:00,432] ######## Epoch (VAL)17 ########
[INFO: 2021-08-23 03:20:00,432] {'Bleu_1': 0.7748622526890553, 'Bleu_2': 0.6125731509823931, 'Bleu_3': 0.4743359115431698, 'Bleu_4': 0.36642205158378505, 'METEOR': 0.28486626623947964, 'ROUGE_L': 0.5733964273520438, 'CIDEr': 1.1979927893419693, 'SPICE': 0.21320912402856926}
[INFO: 2021-08-23 03:25:45,710] ######## Epoch (TEST)17 ########
[INFO: 2021-08-23 03:25:45,710] {'Bleu_1': 0.7757967520666348, 'Bleu_2': 0.6144374558867881, 'Bleu_3': 0.47595296731904935, 'Bleu_4': 0.3679440433565492, 'METEOR': 0.28565141008904704, 'ROUGE_L': 0.5731615028161663, 'CIDEr': 1.2101202545469087, 'SPICE': 0.21660759730221044}
[INFO: 2021-08-23 04:46:11,841] ######## Epoch (VAL)18 ########
[INFO: 2021-08-23 04:46:11,841] {'Bleu_1': 0.7733078312612736, 'Bleu_2': 0.6148787751917079, 'Bleu_3': 0.47650482418319046, 'Bleu_4': 0.36812576323105833, 'METEOR': 0.286985610486745, 'ROUGE_L': 0.5732913461211808, 'CIDEr': 1.2090687575195431, 'SPICE': 0.2173265733550642}
[INFO: 2021-08-23 04:51:40,113] ######## Epoch (TEST)18 ########
[INFO: 2021-08-23 04:51:40,113] {'Bleu_1': 0.7727330724736141, 'Bleu_2': 0.6135296918770502, 'Bleu_3': 0.47480057535383496, 'Bleu_4': 0.36569857738847594, 'METEOR': 0.2888797682033545, 'ROUGE_L': 0.574284413410921, 'CIDEr': 1.2139929349013179, 'SPICE': 0.21939797497457822}
[INFO: 2021-08-23 06:12:58,123] ######## Epoch (VAL)19 ########
[INFO: 2021-08-23 06:12:58,124] {'Bleu_1': 0.7768420054386508, 'Bleu_2': 0.6179696216568604, 'Bleu_3': 0.47931107598942746, 'Bleu_4': 0.37079439877779635, 'METEOR': 0.2867813496279445, 'ROUGE_L': 0.5755643835782762, 'CIDEr': 1.2010681554773464, 'SPICE': 0.21750948178278895}
[INFO: 2021-08-23 06:18:11,919] ######## Epoch (TEST)19 ########
[INFO: 2021-08-23 06:18:11,919] {'Bleu_1': 0.7741637278366041, 'Bleu_2': 0.6136758316247086, 'Bleu_3': 0.47493606314866177, 'Bleu_4': 0.36697674321072093, 'METEOR': 0.28579409291794283, 'ROUGE_L': 0.5712376822660744, 'CIDEr': 1.2037662867609789, 'SPICE': 0.2186291812538924}
[INFO: 2021-08-23 07:39:05,263] ######## Epoch (VAL)20 ########
[INFO: 2021-08-23 07:39:05,264] {'Bleu_1': 0.7721769941367366, 'Bleu_2': 0.6130122878640261, 'Bleu_3': 0.4744012531671562, 'Bleu_4': 0.36585245903767394, 'METEOR': 0.2877736777299417, 'ROUGE_L': 0.5740600475683497, 'CIDEr': 1.2016828819935566, 'SPICE': 0.2181748966979617}
[INFO: 2021-08-23 07:44:48,116] ######## Epoch (TEST)20 ########
[INFO: 2021-08-23 07:44:48,117] {'Bleu_1': 0.774625572994766, 'Bleu_2': 0.6136928348801172, 'Bleu_3': 0.4751890994212968, 'Bleu_4': 0.3665370924926273, 'METEOR': 0.28938793392379125, 'ROUGE_L': 0.5753403964127249, 'CIDEr': 1.2208197211143197, 'SPICE': 0.22145966196450173}
[INFO: 2021-08-23 09:05:03,780] ######## Epoch (VAL)21 ########
[INFO: 2021-08-23 09:05:03,780] {'Bleu_1': 0.7763177352909946, 'Bleu_2': 0.6170424231946179, 'Bleu_3': 0.4792536567560318, 'Bleu_4': 0.37014556538066223, 'METEOR': 0.28872472014141, 'ROUGE_L': 0.5764267636355402, 'CIDEr': 1.2114859428600073, 'SPICE': 0.21886984799481132}
[INFO: 2021-08-23 09:10:24,230] ######## Epoch (TEST)21 ########
[INFO: 2021-08-23 09:10:24,230] {'Bleu_1': 0.7735101582526371, 'Bleu_2': 0.6155794424329357, 'Bleu_3': 0.4781866354768701, 'Bleu_4': 0.3691315098440721, 'METEOR': 0.2888393559783836, 'ROUGE_L': 0.5743943376533791, 'CIDEr': 1.220695216862933, 'SPICE': 0.2210823605990383}
[INFO: 2021-08-23 10:32:30,818] ######## Epoch (VAL)22 ########
[INFO: 2021-08-23 10:32:30,819] {'Bleu_1': 0.7759820140832957, 'Bleu_2': 0.6156499863267652, 'Bleu_3': 0.47772997716889015, 'Bleu_4': 0.37056728729882815, 'METEOR': 0.2876887466725549, 'ROUGE_L': 0.573565425162151, 'CIDEr': 1.2142493680208646, 'SPICE': 0.22000549892350538}
[INFO: 2021-08-23 10:38:02,771] ######## Epoch (TEST)22 ########
[INFO: 2021-08-23 10:38:02,771] {'Bleu_1': 0.7776287496540254, 'Bleu_2': 0.6167154312637126, 'Bleu_3': 0.4775741249022294, 'Bleu_4': 0.368426369919951, 'METEOR': 0.28887460263887726, 'ROUGE_L': 0.576872801689377, 'CIDEr': 1.216118956504932, 'SPICE': 0.22051694105474398}
[INFO: 2021-08-23 11:58:47,079] ######## Epoch (VAL)23 ########
[INFO: 2021-08-23 11:58:47,079] {'Bleu_1': 0.771819737592682, 'Bleu_2': 0.6105514031404957, 'Bleu_3': 0.4717076938274992, 'Bleu_4': 0.36422502966940695, 'METEOR': 0.28580996921351537, 'ROUGE_L': 0.5723241011008663, 'CIDEr': 1.1959781779008982, 'SPICE': 0.21685763706901817}
[INFO: 2021-08-23 12:04:29,944] ######## Epoch (TEST)23 ########
[INFO: 2021-08-23 12:04:29,945] {'Bleu_1': 0.7746637246997757, 'Bleu_2': 0.6135382084514076, 'Bleu_3': 0.4736890110633446, 'Bleu_4': 0.36494778681068746, 'METEOR': 0.2892429145498344, 'ROUGE_L': 0.5748650991894934, 'CIDEr': 1.2166772032257065, 'SPICE': 0.22156436469863267}