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2024-08-12 18:59:46,584 �� INFO {'train': {'log_interval': 100, 'eval_interval': 500, 'seed': 1234, 'epochs': 10, 'learning_rate': 0.0001, 'betas': [0.8, 0.99], 'eps': 1e-09, 'batch_size': 6, 'fp16_run': True, 'lr_decay': 0.999875, 'segment_size': 20480, 'init_lr_ratio': 1, 'warmup_epochs': 0, 'c_mel': 45, 'c_kl': 1.0, 'text_low_lr_rate': 0.4, 'pretrained_s2G': 'GPT_SoVITS/pretrained_models/gsv-v2final-pretrained/s2G2333k.pth', 'pretrained_s2D': 'GPT_SoVITS/pretrained_models/gsv-v2final-pretrained/s2D2333k.pth', 'if_save_latest': True, 'if_save_every_weights': True, 'save_every_epoch': 10, 'gpu_numbers': '0'}, 'data': {'max_wav_value': 32768.0, 'sampling_rate': 32000, 'filter_length': 2048, 'hop_length': 640, 'win_length': 2048, 'n_mel_channels': 128, 'mel_fmin': 0.0, 'mel_fmax': None, 'add_blank': True, 'n_speakers': 300, 'cleaned_text': True, 'exp_dir': 'logs/��'}, 'model': {'inter_channels': 192, 'hidden_channels': 192, 'filter_channels': 768, 'n_heads': 2, 'n_layers': 6, 'kernel_size': 3, 'p_dropout': 0.1, 'resblock': '1', 'resblock_kernel_sizes': [3, 7, 11], 'resblock_dilation_sizes': [[1, 3, 5], [1, 3, 5], [1, 3, 5]], 'upsample_rates': [10, 8, 2, 2, 2], 'upsample_initial_channel': 512, 'upsample_kernel_sizes': [16, 16, 8, 2, 2], 'n_layers_q': 3, 'use_spectral_norm': False, 'gin_channels': 512, 'semantic_frame_rate': '25hz', 'freeze_quantizer': True, 'version': 'v2'}, 's2_ckpt_dir': 'logs/��', 'content_module': 'cnhubert', 'save_weight_dir': 'SoVITS_weights_v2', 'name': '��', 'version': 'v2', 'pretrain': None, 'resume_step': None}
2024-08-12 18:59:47,803 �� INFO loaded pretrained GPT_SoVITS/pretrained_models/gsv-v2final-pretrained/s2G2333k.pth
2024-08-12 18:59:47,955 �� INFO loaded pretrained GPT_SoVITS/pretrained_models/gsv-v2final-pretrained/s2D2333k.pth
2024-08-12 19:00:11,531 �� INFO Train Epoch: 1 [0%]
2024-08-12 19:00:11,532 �� INFO [2.6949219703674316, 1.9990010261535645, 8.757201194763184, 15.90645694732666, 0.0, 1.8185455799102783, 0, 9.99875e-05]
2024-08-12 19:01:06,540 �� INFO Train Epoch: 1 [26%]
2024-08-12 19:01:06,540 �� INFO [2.871405839920044, 2.1716995239257812, 12.76189136505127, 19.51959800720215, 0.0, 2.282754421234131, 100, 9.99875e-05]
2024-08-12 19:01:51,697 �� INFO Train Epoch: 1 [52%]
2024-08-12 19:01:51,699 �� INFO [2.933579444885254, 1.8725578784942627, 7.099764823913574, 13.223991394042969, 0.0, 1.694959282875061, 200, 9.99875e-05]
2024-08-12 19:02:36,124 �� INFO Train Epoch: 1 [78%]
2024-08-12 19:02:36,125 �� INFO [2.7091569900512695, 2.116107225418091, 8.428985595703125, 16.585309982299805, 0.0, 1.757224678993225, 300, 9.99875e-05]
2024-08-12 19:03:16,195 �� INFO ====> Epoch: 1
2024-08-12 19:03:25,085 �� INFO Train Epoch: 2 [4%]
2024-08-12 19:03:25,085 �� INFO [2.9501447677612305, 1.911227822303772, 9.653366088867188, 18.373775482177734, 0.0, 1.9698108434677124, 400, 9.99750015625e-05]
2024-08-12 19:04:08,306 �� INFO Train Epoch: 2 [30%]
2024-08-12 19:04:08,310 �� INFO [2.7571957111358643, 2.1347970962524414, 7.585011005401611, 15.774806022644043, 0.0, 1.2313655614852905, 500, 9.99750015625e-05]
2024-08-12 19:04:52,691 �� INFO Train Epoch: 2 [56%]
2024-08-12 19:04:52,692 �� INFO [2.6682257652282715, 2.0425310134887695, 8.859167098999023, 16.990381240844727, 0.0, 1.8280937671661377, 600, 9.99750015625e-05]
2024-08-12 19:05:37,607 �� INFO Train Epoch: 2 [82%]
2024-08-12 19:05:37,608 �� INFO [2.73024320602417, 2.3551387786865234, 10.182072639465332, 18.965476989746094, 0.0, 1.6873172521591187, 700, 9.99750015625e-05]
2024-08-12 19:06:08,213 �� INFO ====> Epoch: 2
2024-08-12 19:06:23,367 �� INFO Train Epoch: 3 [8%]
2024-08-12 19:06:23,368 �� INFO [2.7105202674865723, 2.0518226623535156, 8.582047462463379, 19.920623779296875, 0.0, 1.4093626737594604, 800, 9.996250468730469e-05]
2024-08-12 19:07:05,919 �� INFO Train Epoch: 3 [34%]
2024-08-12 19:07:05,919 �� INFO [2.873753547668457, 1.9539223909378052, 5.772212505340576, 16.331584930419922, 0.0, 1.7312984466552734, 900, 9.996250468730469e-05]
2024-08-12 19:07:49,055 �� INFO Train Epoch: 3 [60%]
2024-08-12 19:07:49,056 �� INFO [2.8229126930236816, 2.0804362297058105, 7.42876672744751, 15.819840431213379, 0.0, 1.697140097618103, 1000, 9.996250468730469e-05]
2024-08-12 19:08:34,665 �� INFO Train Epoch: 3 [86%]
2024-08-12 19:08:34,666 �� INFO [2.7333004474639893, 2.3130016326904297, 7.239199638366699, 15.813251495361328, 0.0, 1.3423582315444946, 1100, 9.996250468730469e-05]
2024-08-12 19:08:58,156 �� INFO ====> Epoch: 3
2024-08-12 19:09:19,965 �� INFO Train Epoch: 4 [12%]
2024-08-12 19:09:19,969 �� INFO [2.845186471939087, 2.099458694458008, 10.464550971984863, 19.748197555541992, 0.0, 2.0412228107452393, 1200, 9.995000937421877e-05]
2024-08-12 19:10:06,188 �� INFO Train Epoch: 4 [38%]
2024-08-12 19:10:06,189 �� INFO [2.8774657249450684, 2.0739023685455322, 8.826157569885254, 17.05572509765625, 0.0, 1.6934654712677002, 1300, 9.995000937421877e-05]
2024-08-12 19:10:52,424 �� INFO Train Epoch: 4 [64%]
2024-08-12 19:10:52,424 �� INFO [2.7531847953796387, 2.10280179977417, 10.628357887268066, 19.67403221130371, 0.0, 1.4346510171890259, 1400, 9.995000937421877e-05]
2024-08-12 19:11:35,188 �� INFO Train Epoch: 4 [90%]
2024-08-12 19:11:35,191 �� INFO [2.578427791595459, 2.4665353298187256, 10.135915756225586, 16.941490173339844, 0.0, 2.306628465652466, 1500, 9.995000937421877e-05]
2024-08-12 19:11:51,014 �� INFO ====> Epoch: 4
2024-08-12 19:12:18,401 �� INFO Train Epoch: 5 [16%]
2024-08-12 19:12:18,404 �� INFO [2.834216594696045, 2.1218271255493164, 6.296306133270264, 16.441198348999023, 0.0, 1.7195755243301392, 1600, 9.993751562304699e-05]
2024-08-12 19:13:01,848 �� INFO Train Epoch: 5 [42%]
2024-08-12 19:13:01,848 �� INFO [2.7626726627349854, 1.9560502767562866, 9.354362487792969, 17.6525936126709, 0.0, 1.612502932548523, 1700, 9.993751562304699e-05]
2024-08-12 19:13:43,075 �� INFO Train Epoch: 5 [68%]
2024-08-12 19:13:43,077 �� INFO [2.788658857345581, 2.0746219158172607, 6.934144973754883, 15.16412353515625, 0.0, 1.340783715248108, 1800, 9.993751562304699e-05]
2024-08-12 19:14:28,134 �� INFO Train Epoch: 5 [94%]
2024-08-12 19:14:28,136 �� INFO [2.516662359237671, 2.3795971870422363, 10.597221374511719, 18.8286075592041, 0.0, 1.4670758247375488, 1900, 9.993751562304699e-05]
2024-08-12 19:14:37,715 �� INFO ====> Epoch: 5
2024-08-12 19:15:09,610 �� INFO Train Epoch: 6 [19%]
2024-08-12 19:15:09,611 �� INFO [2.648397922515869, 1.9103881120681763, 8.059617042541504, 15.583434104919434, 0.0, 1.6489328145980835, 2000, 9.99250234335941e-05]
2024-08-12 19:15:49,654 �� INFO Train Epoch: 6 [45%]
2024-08-12 19:15:49,656 �� INFO [2.7711191177368164, 2.0969228744506836, 11.544946670532227, 19.503124237060547, 0.0, 1.7566852569580078, 2100, 9.99250234335941e-05]
2024-08-12 19:37:36,512 �� INFO {'train': {'log_interval': 100, 'eval_interval': 500, 'seed': 1234, 'epochs': 10, 'learning_rate': 0.0001, 'betas': [0.8, 0.99], 'eps': 1e-09, 'batch_size': 6, 'fp16_run': True, 'lr_decay': 0.999875, 'segment_size': 20480, 'init_lr_ratio': 1, 'warmup_epochs': 0, 'c_mel': 45, 'c_kl': 1.0, 'text_low_lr_rate': 0.4, 'pretrained_s2G': 'GPT_SoVITS/pretrained_models/gsv-v2final-pretrained/s2G2333k.pth', 'pretrained_s2D': 'GPT_SoVITS/pretrained_models/gsv-v2final-pretrained/s2D2333k.pth', 'if_save_latest': True, 'if_save_every_weights': True, 'save_every_epoch': 10, 'gpu_numbers': '0'}, 'data': {'max_wav_value': 32768.0, 'sampling_rate': 32000, 'filter_length': 2048, 'hop_length': 640, 'win_length': 2048, 'n_mel_channels': 128, 'mel_fmin': 0.0, 'mel_fmax': None, 'add_blank': True, 'n_speakers': 300, 'cleaned_text': True, 'exp_dir': 'logs/��'}, 'model': {'inter_channels': 192, 'hidden_channels': 192, 'filter_channels': 768, 'n_heads': 2, 'n_layers': 6, 'kernel_size': 3, 'p_dropout': 0.1, 'resblock': '1', 'resblock_kernel_sizes': [3, 7, 11], 'resblock_dilation_sizes': [[1, 3, 5], [1, 3, 5], [1, 3, 5]], 'upsample_rates': [10, 8, 2, 2, 2], 'upsample_initial_channel': 512, 'upsample_kernel_sizes': [16, 16, 8, 2, 2], 'n_layers_q': 3, 'use_spectral_norm': False, 'gin_channels': 512, 'semantic_frame_rate': '25hz', 'freeze_quantizer': True, 'version': 'v2'}, 's2_ckpt_dir': 'logs/��', 'content_module': 'cnhubert', 'save_weight_dir': 'SoVITS_weights_v2', 'name': '��', 'version': 'v2', 'pretrain': None, 'resume_step': None}
2024-08-12 19:37:37,765 �� INFO loaded pretrained GPT_SoVITS/pretrained_models/gsv-v2final-pretrained/s2G2333k.pth
2024-08-12 19:37:37,932 �� INFO loaded pretrained GPT_SoVITS/pretrained_models/gsv-v2final-pretrained/s2D2333k.pth
2024-08-12 19:38:00,753 �� INFO Train Epoch: 1 [0%]
2024-08-12 19:38:00,754 �� INFO [2.851245403289795, 1.8800163269042969, 7.963111877441406, 14.384413719177246, 0.0, 2.0137100219726562, 0, 9.99875e-05]
2024-08-12 19:38:49,862 �� INFO Train Epoch: 1 [26%]
2024-08-12 19:38:49,862 �� INFO [3.0852909088134766, 1.9234843254089355, 10.881771087646484, 19.389049530029297, 0.0, 1.5012481212615967, 100, 9.99875e-05]
2024-08-12 19:39:34,801 �� INFO Train Epoch: 1 [52%]
2024-08-12 19:39:34,803 �� INFO [3.16296648979187, 2.3181092739105225, 11.503399848937988, 17.851184844970703, 0.0, 1.4881556034088135, 200, 9.99875e-05]
2024-08-12 19:40:18,704 �� INFO Train Epoch: 1 [78%]
2024-08-12 19:40:18,706 �� INFO [2.8658838272094727, 2.0723183155059814, 8.176583290100098, 17.740938186645508, 0.0, 1.620727777481079, 300, 9.99875e-05]
2024-08-12 19:40:53,560 �� INFO ====> Epoch: 1
2024-08-12 19:41:01,931 �� INFO Train Epoch: 2 [4%]
2024-08-12 19:41:01,932 �� INFO [2.8187811374664307, 1.927276611328125, 6.951584815979004, 13.903488159179688, 0.0, 1.1847891807556152, 400, 9.99750015625e-05]
2024-08-12 19:41:44,213 �� INFO Train Epoch: 2 [30%]
2024-08-12 19:41:44,215 �� INFO [2.6182353496551514, 2.296438694000244, 10.64421272277832, 17.664918899536133, 0.0, 2.530712842941284, 500, 9.99750015625e-05]
2024-08-12 19:42:27,070 �� INFO Train Epoch: 2 [56%]
2024-08-12 19:42:27,071 �� INFO [2.6382241249084473, 2.5410046577453613, 12.23159408569336, 19.68425750732422, 0.0, 1.958642601966858, 600, 9.99750015625e-05]
2024-08-12 19:43:09,299 �� INFO Train Epoch: 2 [82%]
2024-08-12 19:43:09,301 �� INFO [2.7079906463623047, 2.002091407775879, 10.307701110839844, 17.57115364074707, 0.0, 1.2761363983154297, 700, 9.99750015625e-05]
2024-08-12 19:43:36,972 �� INFO ====> Epoch: 2
2024-08-12 19:43:50,863 �� INFO Train Epoch: 3 [8%]
2024-08-12 19:43:50,863 �� INFO [2.678896903991699, 2.145251989364624, 7.697859287261963, 16.145021438598633, 0.0, 1.681992530822754, 800, 9.996250468730469e-05]
2024-08-12 19:44:33,098 �� INFO Train Epoch: 3 [34%]
2024-08-12 19:44:33,099 �� INFO [2.706209182739258, 2.047064781188965, 6.7826433181762695, 14.006162643432617, 0.0, 1.6276533603668213, 900, 9.996250468730469e-05]
2024-08-12 19:45:14,041 �� INFO Train Epoch: 3 [60%]
2024-08-12 19:45:14,041 �� INFO [2.676511764526367, 2.0066888332366943, 6.716538906097412, 14.203012466430664, 0.0, 1.3796207904815674, 1000, 9.996250468730469e-05]
2024-08-12 19:45:55,050 �� INFO Train Epoch: 3 [86%]
2024-08-12 19:45:55,050 �� INFO [2.725226402282715, 2.067675828933716, 6.024003028869629, 13.722410202026367, 0.0, 1.6852244138717651, 1100, 9.996250468730469e-05]
2024-08-12 19:46:16,133 �� INFO ====> Epoch: 3
2024-08-12 19:46:36,305 �� INFO Train Epoch: 4 [12%]
2024-08-12 19:46:36,310 �� INFO [2.711726665496826, 1.9728227853775024, 9.605478286743164, 17.086612701416016, 0.0, 1.9416091442108154, 1200, 9.995000937421877e-05]
2024-08-12 19:47:19,143 �� INFO Train Epoch: 4 [38%]
2024-08-12 19:47:19,145 �� INFO [2.5083298683166504, 2.388949394226074, 10.875227928161621, 16.568538665771484, 0.0, 1.6940311193466187, 1300, 9.995000937421877e-05]
2024-08-12 19:48:01,588 �� INFO Train Epoch: 4 [64%]
2024-08-12 19:48:01,589 �� INFO [2.658580780029297, 2.165836811065674, 7.03817081451416, 13.09080982208252, 0.0, 1.0494277477264404, 1400, 9.995000937421877e-05]
2024-08-12 19:48:44,420 �� INFO Train Epoch: 4 [90%]
2024-08-12 19:48:44,421 �� INFO [2.7660207748413086, 2.3834471702575684, 8.17148494720459, 17.141122817993164, 0.0, 1.4610472917556763, 1500, 9.995000937421877e-05]
2024-08-12 19:48:59,814 �� INFO ====> Epoch: 4
2024-08-12 19:49:26,175 �� INFO Train Epoch: 5 [16%]
2024-08-12 19:49:26,176 �� INFO [2.6587510108947754, 2.254415988922119, 7.936767578125, 16.83674430847168, 0.0, 1.6298006772994995, 1600, 9.993751562304699e-05]
2024-08-12 19:50:08,981 �� INFO Train Epoch: 5 [42%]
2024-08-12 19:50:08,981 �� INFO [2.847715377807617, 1.785353660583496, 6.919630527496338, 16.0267391204834, 0.0, 1.5374802350997925, 1700, 9.993751562304699e-05]
2024-08-12 19:50:50,865 �� INFO Train Epoch: 5 [68%]
2024-08-12 19:50:50,867 �� INFO [2.6258788108825684, 2.1451711654663086, 9.651962280273438, 17.5158634185791, 0.0, 1.8623331785202026, 1800, 9.993751562304699e-05]
2024-08-12 19:51:32,819 �� INFO Train Epoch: 5 [94%]
2024-08-12 19:51:32,820 �� INFO [2.277984142303467, 2.4988720417022705, 10.477731704711914, 16.98447036743164, 0.0, 1.0840387344360352, 1900, 9.993751562304699e-05]
2024-08-12 19:51:41,826 �� INFO ====> Epoch: 5
2024-08-12 19:52:14,606 �� INFO Train Epoch: 6 [19%]
2024-08-12 19:52:14,608 �� INFO [2.790571689605713, 1.9406890869140625, 5.54763650894165, 12.879637718200684, 0.0, 1.1793432235717773, 2000, 9.99250234335941e-05]
2024-08-12 19:52:56,423 �� INFO Train Epoch: 6 [45%]
2024-08-12 19:52:56,425 �� INFO [2.686732053756714, 2.292290210723877, 6.765665054321289, 15.898163795471191, 0.0, 2.1101677417755127, 2100, 9.99250234335941e-05]
2024-08-12 19:53:39,037 �� INFO Train Epoch: 6 [71%]
2024-08-12 19:53:39,037 �� INFO [2.6837081909179688, 2.070237874984741, 5.44053316116333, 15.724325180053711, 0.0, 1.5636948347091675, 2200, 9.99250234335941e-05]
2024-08-12 19:54:19,881 �� INFO Train Epoch: 6 [97%]
2024-08-12 19:54:19,882 �� INFO [2.8142271041870117, 2.0499022006988525, 10.103617668151855, 17.66980743408203, 0.0, 1.6984812021255493, 2300, 9.99250234335941e-05]
2024-08-12 19:54:23,578 �� INFO ====> Epoch: 6
2024-08-12 19:55:02,304 �� INFO Train Epoch: 7 [23%]
2024-08-12 19:55:02,306 �� INFO [2.6453850269317627, 2.0671257972717285, 8.160626411437988, 17.469768524169922, 0.0, 1.7591302394866943, 2400, 9.991253280566489e-05]
2024-08-12 19:55:44,008 �� INFO Train Epoch: 7 [49%]
2024-08-12 19:55:44,009 �� INFO [2.6474432945251465, 2.1864264011383057, 7.91192102432251, 15.859615325927734, 0.0, 1.4325189590454102, 2500, 9.991253280566489e-05]
2024-08-12 19:56:25,736 �� INFO Train Epoch: 7 [75%]
2024-08-12 19:56:25,739 �� INFO [2.871781349182129, 2.0708019733428955, 5.1617255210876465, 14.326271057128906, 0.0, 1.358472228050232, 2600, 9.991253280566489e-05]
2024-08-12 19:57:03,521 �� INFO ====> Epoch: 7
2024-08-12 19:57:08,049 �� INFO Train Epoch: 8 [1%]
2024-08-12 19:57:08,051 �� INFO [2.6680688858032227, 2.224414348602295, 9.765603065490723, 17.681385040283203, 0.0, 1.7797136306762695, 2700, 9.990004373906418e-05]
2024-08-12 19:57:47,557 �� INFO Train Epoch: 8 [27%]
2024-08-12 19:57:47,559 �� INFO [2.7094626426696777, 2.007795810699463, 7.681159019470215, 16.515356063842773, 0.0, 1.5110588073730469, 2800, 9.990004373906418e-05]
2024-08-12 19:58:28,937 �� INFO Train Epoch: 8 [53%]
2024-08-12 19:58:28,938 �� INFO [2.744140863418579, 1.9898782968521118, 7.545360565185547, 14.1992769241333, 0.0, 1.6523301601409912, 2900, 9.990004373906418e-05]
2024-08-12 19:59:10,266 �� INFO Train Epoch: 8 [79%]
2024-08-12 19:59:10,269 �� INFO [2.708693265914917, 2.113154649734497, 9.211092948913574, 17.630491256713867, 0.0, 1.5376302003860474, 3000, 9.990004373906418e-05]
2024-08-12 19:59:42,085 �� INFO ====> Epoch: 8
2024-08-12 19:59:52,621 �� INFO Train Epoch: 9 [5%]
2024-08-12 19:59:52,623 �� INFO [2.6982951164245605, 2.1178715229034424, 10.967094421386719, 18.93267059326172, 0.0, 0.921949565410614, 3100, 9.98875562335968e-05]
2024-08-12 20:00:32,751 �� INFO Train Epoch: 9 [31%]
2024-08-12 20:00:32,753 �� INFO [2.958019971847534, 2.179521083831787, 9.434975624084473, 16.178356170654297, 0.0, 2.129932403564453, 3200, 9.98875562335968e-05]
2024-08-12 20:01:12,792 �� INFO Train Epoch: 9 [57%]
2024-08-12 20:01:12,793 �� INFO [2.4585628509521484, 2.2116482257843018, 10.76994800567627, 19.18905258178711, 0.0, 1.6500051021575928, 3300, 9.98875562335968e-05]
2024-08-12 20:01:54,891 �� INFO Train Epoch: 9 [83%]
2024-08-12 20:01:54,895 �� INFO [2.753066062927246, 2.085641860961914, 9.5834379196167, 16.223604202270508, 0.0, 1.4483120441436768, 3400, 9.98875562335968e-05]
2024-08-12 20:02:21,662 �� INFO ====> Epoch: 9
2024-08-12 20:02:38,576 �� INFO Train Epoch: 10 [9%]
2024-08-12 20:02:38,576 �� INFO [2.6607320308685303, 2.148664951324463, 10.716196060180664, 18.140064239501953, 0.0, 1.2037644386291504, 3500, 9.987507028906759e-05]
2024-08-12 20:03:23,739 �� INFO Train Epoch: 10 [35%]
2024-08-12 20:03:23,741 �� INFO [2.796900749206543, 2.0243000984191895, 6.930392742156982, 15.300591468811035, 0.0, 1.7578144073486328, 3600, 9.987507028906759e-05]
2024-08-12 20:04:08,135 �� INFO Train Epoch: 10 [61%]
2024-08-12 20:04:08,138 �� INFO [2.6834731101989746, 2.0561323165893555, 7.503404140472412, 16.461456298828125, 0.0, 1.3767170906066895, 3700, 9.987507028906759e-05]
2024-08-12 20:04:50,766 �� INFO Train Epoch: 10 [87%]
2024-08-12 20:04:50,771 �� INFO [2.8206682205200195, 1.9871777296066284, 8.910764694213867, 18.823074340820312, 0.0, 1.4048560857772827, 3800, 9.987507028906759e-05]
2024-08-12 20:05:10,003 �� INFO Saving model and optimizer state at iteration 10 to logs/��/logs_s2\G_233333333333.pth
2024-08-12 20:05:10,649 �� INFO Saving model and optimizer state at iteration 10 to logs/��/logs_s2\D_233333333333.pth
2024-08-12 20:05:11,217 �� INFO saving ckpt ��_e10:Success.
2024-08-12 20:05:11,217 �� INFO ====> Epoch: 10