log_normal_optimixation.txt

2024-09-13 07:37:21,395 INFO {
    "batch_size": 16,
    "block_size": 25,
    "clip_dim": 512,
    "code_dim": 512,
    "data_root": "/home/ubuntu/data/HumanML3D",
    "dataname": "mcs",
    "decay_option": "all",
    "depth": 3,
    "dilation_growth_rate": 3,
    "down_t": 2,
    "drop_out_rate": 0.1,
    "embed_dim_gpt": 512,
    "eval_iter": 5000,
    "exp_name": "exp_debug",
    "ff_rate": 4,
    "fps": [
        20
    ],
    "gamma": 0.05,
    "if_maxtest": false,
    "lr": 0.0005,
    "lr_scheduler": [
        60000
    ],
    "mu": 0.99,
    "n_head_gpt": 8,
    "nb_code": 512,
    "num_layers": 2,
    "optimizer": "adamw",
    "out_dir": "output_GPT_Final/exp_debug",
    "output_emb_width": 512,
    "pkeep": 1.0,
    "print_iter": 200,
    "quantbeta": 1.0,
    "quantizer": "ema_reset",
    "resume_pth": "/home/ubuntu/data/T2M-GPT/output/VQVAE3/300000.pth",
    "resume_trans": null,
    "seed": 69,
    "seq_len": 128,
    "stride_t": 2,
    "total_iter": 30000,
    "vq_act": "relu",
    "vq_name": "exp_debug",
    "vq_norm": null,
    "warm_up_iter": 1000,
    "weight_decay": 1e-06,
    "width": 512,
    "window_size": 64
}
Reading checkpoints/t2m/Comp_v6_KLD005/opt.txt
dataset name t2m
Loading Evaluation Model Wrapper (Epoch 28) Completed!!
Total number of motions 278
2024-09-13 07:37:26,788 INFO loading checkpoint from /home/ubuntu/data/T2M-GPT/output/VQVAE3/300000.pth
Generating Embeddings for proximity loss at:  embeddings
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(512, 128)
(278, 512, 128)
Completeting loading training embeddings:
Initial proximity loss: tensor(1379.9340, device='cuda:0', grad_fn=<MeanBackward0>)
Epoch: 0 Loss: 13.799339294433594
Epoch: 10 Loss: 13.792746543884277
Epoch: 20 Loss: 13.786163330078125
Epoch: 30 Loss: 13.779589653015137
Epoch: 40 Loss: 13.773025512695312
Epoch: 50 Loss: 13.766474723815918
Epoch: 60 Loss: 13.759933471679688
Epoch: 70 Loss: 13.753402709960938
Epoch: 80 Loss: 13.746885299682617
Epoch: 90 Loss: 13.740376472473145
Epoch: 100 Loss: 13.733880043029785
Epoch: 110 Loss: 13.727392196655273
Epoch: 120 Loss: 13.720917701721191
Epoch: 130 Loss: 13.71445083618164
Epoch: 140 Loss: 13.707995414733887
Epoch: 150 Loss: 13.701549530029297
Epoch: 160 Loss: 13.695114135742188
Epoch: 170 Loss: 13.688690185546875
Epoch: 180 Loss: 13.68227481842041
Epoch: 190 Loss: 13.67586898803711
Epoch: 200 Loss: 13.669473648071289
Epoch: 210 Loss: 13.663087844848633
Epoch: 220 Loss: 13.65671157836914
Epoch: 230 Loss: 13.650343894958496
Epoch: 240 Loss: 13.643986701965332
Epoch: 250 Loss: 13.637639045715332
Epoch: 260 Loss: 13.631300926208496
Epoch: 270 Loss: 13.624970436096191
Epoch: 280 Loss: 13.618650436401367
Epoch: 290 Loss: 13.61233901977539
Epoch: 300 Loss: 13.606036186218262
Epoch: 310 Loss: 13.599742889404297
Epoch: 320 Loss: 13.59345817565918
Epoch: 330 Loss: 13.587183952331543
Epoch: 340 Loss: 13.580915451049805
Epoch: 350 Loss: 13.57465648651123
Epoch: 360 Loss: 13.568405151367188
Epoch: 370 Loss: 13.562165260314941
Epoch: 380 Loss: 13.55593204498291
Epoch: 390 Loss: 13.54970645904541
Epoch: 400 Loss: 13.54349136352539
Epoch: 410 Loss: 13.53728199005127
Epoch: 420 Loss: 13.531081199645996
Epoch: 430 Loss: 13.524889945983887
Epoch: 440 Loss: 13.518705368041992
Epoch: 450 Loss: 13.512529373168945
Epoch: 460 Loss: 13.506361961364746
Epoch: 470 Loss: 13.500201225280762
Epoch: 480 Loss: 13.494050025939941
Epoch: 490 Loss: 13.487903594970703
Epoch: 500 Loss: 13.481767654418945
Epoch: 510 Loss: 13.475638389587402
Epoch: 520 Loss: 13.46951675415039
Epoch: 530 Loss: 13.463401794433594
Epoch: 540 Loss: 13.457295417785645
Epoch: 550 Loss: 13.45119571685791
Epoch: 560 Loss: 13.445104598999023
Epoch: 570 Loss: 13.439021110534668
Epoch: 580 Loss: 13.432944297790527
Epoch: 590 Loss: 13.426872253417969
Epoch: 600 Loss: 13.42081069946289
Epoch: 610 Loss: 13.414755821228027
Epoch: 620 Loss: 13.408705711364746
Epoch: 630 Loss: 13.402666091918945
Epoch: 640 Loss: 13.39663028717041
Epoch: 650 Loss: 13.390604019165039
Epoch: 660 Loss: 13.384583473205566
Epoch: 670 Loss: 13.378568649291992
Epoch: 680 Loss: 13.372562408447266
Epoch: 690 Loss: 13.366561889648438
Epoch: 700 Loss: 13.360569953918457
Epoch: 710 Loss: 13.354581832885742
Epoch: 720 Loss: 13.348603248596191
Epoch: 730 Loss: 13.342629432678223
Epoch: 740 Loss: 13.336662292480469
Epoch: 750 Loss: 13.33070182800293
Epoch: 760 Loss: 13.324748039245605
Epoch: 770 Loss: 13.318800926208496
Epoch: 780 Loss: 13.312859535217285
Epoch: 790 Loss: 13.306925773620605
Epoch: 800 Loss: 13.300996780395508
Epoch: 810 Loss: 13.295075416564941
Epoch: 820 Loss: 13.289159774780273
Epoch: 830 Loss: 13.28325080871582
Epoch: 840 Loss: 13.277347564697266
Epoch: 850 Loss: 13.27145004272461
Epoch: 860 Loss: 13.265559196472168
Epoch: 870 Loss: 13.259674072265625
Epoch: 880 Loss: 13.253795623779297
Epoch: 890 Loss: 13.24792194366455
Epoch: 900 Loss: 13.24205493927002
Epoch: 910 Loss: 13.236193656921387
Epoch: 920 Loss: 13.230339050292969
Epoch: 930 Loss: 13.224491119384766
Epoch: 940 Loss: 13.218647003173828
Epoch: 950 Loss: 13.212809562683105
Epoch: 960 Loss: 13.206976890563965
Epoch: 970 Loss: 13.201151847839355
Epoch: 980 Loss: 13.195330619812012
Epoch: 990 Loss: 13.189516067504883
Epoch: 1000 Loss: 13.183708190917969
Epoch: 1010 Loss: 13.177905082702637
Epoch: 1020 Loss: 13.172106742858887
Epoch: 1030 Loss: 13.166313171386719
Epoch: 1040 Loss: 13.160527229309082
Epoch: 1050 Loss: 13.154746055603027
Epoch: 1060 Loss: 13.148969650268555
Epoch: 1070 Loss: 13.14319896697998
Epoch: 1080 Loss: 13.137434005737305
Epoch: 1090 Loss: 13.131674766540527
Epoch: 1100 Loss: 13.125920295715332
Epoch: 1110 Loss: 13.120170593261719
Epoch: 1120 Loss: 13.11442756652832
Epoch: 1130 Loss: 13.108688354492188
Epoch: 1140 Loss: 13.10295581817627
Epoch: 1150 Loss: 13.097227096557617
Epoch: 1160 Loss: 13.09150505065918
Epoch: 1170 Loss: 13.085785865783691
Epoch: 1180 Loss: 13.080074310302734
Epoch: 1190 Loss: 13.07436752319336
Epoch: 1200 Loss: 13.06866455078125
Epoch: 1210 Loss: 13.062966346740723
Epoch: 1220 Loss: 13.057272911071777
Epoch: 1230 Loss: 13.051586151123047
Epoch: 1240 Loss: 13.045904159545898
Epoch: 1250 Loss: 13.040226936340332
Epoch: 1260 Loss: 13.034554481506348
Epoch: 1270 Loss: 13.028886795043945
Epoch: 1280 Loss: 13.023223876953125
Epoch: 1290 Loss: 13.01756477355957
Epoch: 1300 Loss: 13.011911392211914
Epoch: 1310 Loss: 13.00626277923584
Epoch: 1320 Loss: 13.000619888305664
Epoch: 1330 Loss: 12.99498176574707
Epoch: 1340 Loss: 12.989346504211426
Epoch: 1350 Loss: 12.98371696472168
Epoch: 1360 Loss: 12.978093147277832
Epoch: 1370 Loss: 12.97247314453125
Epoch: 1380 Loss: 12.966856002807617
Epoch: 1390 Loss: 12.961246490478516
Epoch: 1400 Loss: 12.955638885498047
Epoch: 1410 Loss: 12.95003604888916
Epoch: 1420 Loss: 12.944440841674805
Epoch: 1430 Loss: 12.938847541809082
Epoch: 1440 Loss: 12.933259010314941
Epoch: 1450 Loss: 12.927675247192383
Epoch: 1460 Loss: 12.922097206115723
Epoch: 1470 Loss: 12.916521072387695
Epoch: 1480 Loss: 12.910951614379883
Epoch: 1490 Loss: 12.90538501739502
Epoch: 1500 Loss: 12.899824142456055
Epoch: 1510 Loss: 12.894266128540039
Epoch: 1520 Loss: 12.888712882995605
Epoch: 1530 Loss: 12.883163452148438
Epoch: 1540 Loss: 12.877620697021484
Epoch: 1550 Loss: 12.872079849243164
Epoch: 1560 Loss: 12.866543769836426
Epoch: 1570 Loss: 12.86101245880127
Epoch: 1580 Loss: 12.855485916137695
Epoch: 1590 Loss: 12.849963188171387
Epoch: 1600 Loss: 12.844444274902344
Epoch: 1610 Loss: 12.83892822265625
Epoch: 1620 Loss: 12.833417892456055
Epoch: 1630 Loss: 12.827912330627441
Epoch: 1640 Loss: 12.822409629821777
Epoch: 1650 Loss: 12.816911697387695
Epoch: 1660 Loss: 12.811418533325195
Epoch: 1670 Loss: 12.805927276611328
Epoch: 1680 Loss: 12.80044174194336
Epoch: 1690 Loss: 12.794958114624023
Epoch: 1700 Loss: 12.789482116699219
Epoch: 1710 Loss: 12.784006118774414
Epoch: 1720 Loss: 12.77853775024414
Epoch: 1730 Loss: 12.7730712890625
Epoch: 1740 Loss: 12.767608642578125
Epoch: 1750 Loss: 12.762150764465332
Epoch: 1760 Loss: 12.756696701049805
Epoch: 1770 Loss: 12.75124454498291
Epoch: 1780 Loss: 12.745798110961914
Epoch: 1790 Loss: 12.7403564453125
Epoch: 1800 Loss: 12.734916687011719
Epoch: 1810 Loss: 12.72948169708252
Epoch: 1820 Loss: 12.724051475524902
Epoch: 1830 Loss: 12.718623161315918
Epoch: 1840 Loss: 12.713200569152832
Epoch: 1850 Loss: 12.707780838012695
Epoch: 1860 Loss: 12.702363967895508
Epoch: 1870 Loss: 12.696951866149902
Epoch: 1880 Loss: 12.691542625427246
Epoch: 1890 Loss: 12.686139106750488
Epoch: 1900 Loss: 12.680737495422363
Epoch: 1910 Loss: 12.67534065246582
Epoch: 1920 Loss: 12.66994571685791
Epoch: 1930 Loss: 12.664555549621582
Epoch: 1940 Loss: 12.659168243408203
Epoch: 1950 Loss: 12.653786659240723
Epoch: 1960 Loss: 12.648406982421875
Epoch: 1970 Loss: 12.643031120300293
Epoch: 1980 Loss: 12.637660026550293
Epoch: 1990 Loss: 12.63228988647461
Epoch: 2000 Loss: 12.626924514770508
Epoch: 2010 Loss: 12.621563911437988
Epoch: 2020 Loss: 12.616206169128418
Epoch: 2030 Loss: 12.610852241516113
Epoch: 2040 Loss: 12.605501174926758
Epoch: 2050 Loss: 12.600153923034668
Epoch: 2060 Loss: 12.594809532165527
Epoch: 2070 Loss: 12.589468955993652
Epoch: 2080 Loss: 12.584132194519043
Epoch: 2090 Loss: 12.578798294067383
Epoch: 2100 Loss: 12.573468208312988
Epoch: 2110 Loss: 12.568140983581543
Epoch: 2120 Loss: 12.56281852722168
Epoch: 2130 Loss: 12.557497024536133
Epoch: 2140 Loss: 12.552181243896484
Epoch: 2150 Loss: 12.546868324279785
Epoch: 2160 Loss: 12.541558265686035
Epoch: 2170 Loss: 12.53625202178955
Epoch: 2180 Loss: 12.530948638916016
Epoch: 2190 Loss: 12.525649070739746
Epoch: 2200 Loss: 12.520352363586426
Epoch: 2210 Loss: 12.515059471130371
Epoch: 2220 Loss: 12.509770393371582
Epoch: 2230 Loss: 12.504483222961426
Epoch: 2240 Loss: 12.499198913574219
Epoch: 2250 Loss: 12.493918418884277
Epoch: 2260 Loss: 12.488642692565918
Epoch: 2270 Loss: 12.483368873596191
Epoch: 2280 Loss: 12.478097915649414
Epoch: 2290 Loss: 12.472831726074219
Epoch: 2300 Loss: 12.467565536499023
Epoch: 2310 Loss: 12.46230411529541
Epoch: 2320 Loss: 12.457048416137695
Epoch: 2330 Loss: 12.451794624328613
Epoch: 2340 Loss: 12.446542739868164
Epoch: 2350 Loss: 12.441293716430664
Epoch: 2360 Loss: 12.436049461364746
Epoch: 2370 Loss: 12.430808067321777
Epoch: 2380 Loss: 12.425568580627441
Epoch: 2390 Loss: 12.420332908630371
Epoch: 2400 Loss: 12.41510009765625
Epoch: 2410 Loss: 12.409870147705078
Epoch: 2420 Loss: 12.404643058776855
Epoch: 2430 Loss: 12.399420738220215
Epoch: 2440 Loss: 12.394201278686523
Epoch: 2450 Loss: 12.388983726501465
Epoch: 2460 Loss: 12.383769035339355
Epoch: 2470 Loss: 12.378558158874512
Epoch: 2480 Loss: 12.3733491897583
Epoch: 2490 Loss: 12.368144035339355
Epoch: 2500 Loss: 12.362942695617676
Epoch: 2510 Loss: 12.357744216918945
Epoch: 2520 Loss: 12.352545738220215
Epoch: 2530 Loss: 12.347352981567383
Epoch: 2540 Loss: 12.342164039611816
Epoch: 2550 Loss: 12.336976051330566
Epoch: 2560 Loss: 12.331792831420898
Epoch: 2570 Loss: 12.326611518859863
Epoch: 2580 Loss: 12.321433067321777
Epoch: 2590 Loss: 12.31625747680664
Epoch: 2600 Loss: 12.311084747314453
Epoch: 2610 Loss: 12.305914878845215
Epoch: 2620 Loss: 12.300747871398926
Epoch: 2630 Loss: 12.295584678649902
Epoch: 2640 Loss: 12.290423393249512
Epoch: 2650 Loss: 12.28526496887207
Epoch: 2660 Loss: 12.280109405517578
Epoch: 2670 Loss: 12.274958610534668
Epoch: 2680 Loss: 12.269807815551758
Epoch: 2690 Loss: 12.264662742614746
Epoch: 2700 Loss: 12.259516716003418
Epoch: 2710 Loss: 12.254377365112305
Epoch: 2720 Loss: 12.249238014221191
Epoch: 2730 Loss: 12.24410343170166
Epoch: 2740 Loss: 12.238969802856445
Epoch: 2750 Loss: 12.233839988708496
Epoch: 2760 Loss: 12.228713035583496
Epoch: 2770 Loss: 12.223588943481445
Epoch: 2780 Loss: 12.21846866607666
Epoch: 2790 Loss: 12.213349342346191
Epoch: 2800 Loss: 12.208233833312988
Epoch: 2810 Loss: 12.203120231628418
Epoch: 2820 Loss: 12.198010444641113
Epoch: 2830 Loss: 12.192902565002441
Epoch: 2840 Loss: 12.187797546386719
Epoch: 2850 Loss: 12.182695388793945
Epoch: 2860 Loss: 12.177596092224121
Epoch: 2870 Loss: 12.17249870300293
Epoch: 2880 Loss: 12.167404174804688
Epoch: 2890 Loss: 12.162312507629395
Epoch: 2900 Loss: 12.15722370147705
Epoch: 2910 Loss: 12.152138710021973
Epoch: 2920 Loss: 12.147055625915527
Epoch: 2930 Loss: 12.141974449157715
Epoch: 2940 Loss: 12.136897087097168
Epoch: 2950 Loss: 12.131820678710938
Epoch: 2960 Loss: 12.126748085021973
Epoch: 2970 Loss: 12.121679306030273
Epoch: 2980 Loss: 12.11661148071289
Epoch: 2990 Loss: 12.111547470092773
Epoch: 3000 Loss: 12.106484413146973
Epoch: 3010 Loss: 12.101425170898438
Epoch: 3020 Loss: 12.096367835998535
Epoch: 3030 Loss: 12.091313362121582
Epoch: 3040 Loss: 12.086261749267578
Epoch: 3050 Loss: 12.081212997436523
Epoch: 3060 Loss: 12.076167106628418
Epoch: 3070 Loss: 12.071123123168945
Epoch: 3080 Loss: 12.066081047058105
Epoch: 3090 Loss: 12.061043739318848
Epoch: 3100 Loss: 12.05600643157959
Epoch: 3110 Loss: 12.050972938537598
Epoch: 3120 Loss: 12.045942306518555
Epoch: 3130 Loss: 12.040912628173828
Epoch: 3140 Loss: 12.035886764526367
Epoch: 3150 Loss: 12.030863761901855
Epoch: 3160 Loss: 12.02584457397461
Epoch: 3170 Loss: 12.020825386047363
Epoch: 3180 Loss: 12.015810012817383
Epoch: 3190 Loss: 12.010795593261719
Epoch: 3200 Loss: 12.005785942077637
Epoch: 3210 Loss: 12.000776290893555
Epoch: 3220 Loss: 11.995771408081055
Epoch: 3230 Loss: 11.990767478942871
Epoch: 3240 Loss: 11.985767364501953
Epoch: 3250 Loss: 11.980769157409668
Epoch: 3260 Loss: 11.975773811340332
Epoch: 3270 Loss: 11.970779418945312
Epoch: 3280 Loss: 11.965787887573242
Epoch: 3290 Loss: 11.960800170898438
Epoch: 3300 Loss: 11.955815315246582
Epoch: 3310 Loss: 11.95083236694336
Epoch: 3320 Loss: 11.945850372314453
Epoch: 3330 Loss: 11.940871238708496
Epoch: 3340 Loss: 11.935895919799805
Epoch: 3350 Loss: 11.930922508239746
Epoch: 3360 Loss: 11.92595100402832
Epoch: 3370 Loss: 11.920982360839844
Epoch: 3380 Loss: 11.916015625
Epoch: 3390 Loss: 11.911050796508789
Epoch: 3400 Loss: 11.906089782714844
Epoch: 3410 Loss: 11.901131629943848
Epoch: 3420 Loss: 11.896174430847168
Epoch: 3430 Loss: 11.891220092773438
Epoch: 3440 Loss: 11.88626766204834
Epoch: 3450 Loss: 11.881318092346191
Epoch: 3460 Loss: 11.876371383666992
Epoch: 3470 Loss: 11.87142562866211
Epoch: 3480 Loss: 11.866483688354492
Epoch: 3490 Loss: 11.86154556274414
Epoch: 3500 Loss: 11.856606483459473
Epoch: 3510 Loss: 11.851672172546387
Epoch: 3520 Loss: 11.8467378616333
Epoch: 3530 Loss: 11.841809272766113
Epoch: 3540 Loss: 11.83687973022461
Epoch: 3550 Loss: 11.831954002380371
Epoch: 3560 Loss: 11.827031135559082
Epoch: 3570 Loss: 11.82210922241211
Epoch: 3580 Loss: 11.81718921661377
Epoch: 3590 Loss: 11.812273979187012
Epoch: 3600 Loss: 11.807360649108887
Epoch: 3610 Loss: 11.802448272705078
Epoch: 3620 Loss: 11.797538757324219
Epoch: 3630 Loss: 11.792631149291992
Epoch: 3640 Loss: 11.787726402282715
Epoch: 3650 Loss: 11.782824516296387
Epoch: 3660 Loss: 11.777924537658691
Epoch: 3670 Loss: 11.773027420043945
Epoch: 3680 Loss: 11.768132209777832
Epoch: 3690 Loss: 11.763237953186035
Epoch: 3700 Loss: 11.758346557617188
Epoch: 3710 Loss: 11.753458023071289
Epoch: 3720 Loss: 11.74857234954834
Epoch: 3730 Loss: 11.743687629699707
Epoch: 3740 Loss: 11.738805770874023
Epoch: 3750 Loss: 11.733926773071289
Epoch: 3760 Loss: 11.729048728942871
Epoch: 3770 Loss: 11.724174499511719
Epoch: 3780 Loss: 11.719301223754883
Epoch: 3790 Loss: 11.714430809020996
Epoch: 3800 Loss: 11.709562301635742
Epoch: 3810 Loss: 11.704696655273438
Epoch: 3820 Loss: 11.699833869934082
Epoch: 3830 Loss: 11.69497013092041
Epoch: 3840 Loss: 11.690112113952637
Epoch: 3850 Loss: 11.685256004333496
Epoch: 3860 Loss: 11.680401802062988
Epoch: 3870 Loss: 11.675549507141113
Epoch: 3880 Loss: 11.670698165893555
Epoch: 3890 Loss: 11.665850639343262
Epoch: 3900 Loss: 11.661004066467285
Epoch: 3910 Loss: 11.65616226196289
Epoch: 3920 Loss: 11.651320457458496
Epoch: 3930 Loss: 11.64648151397705
Epoch: 3940 Loss: 11.641642570495605
Epoch: 3950 Loss: 11.636808395385742
Epoch: 3960 Loss: 11.631977081298828
Epoch: 3970 Loss: 11.62714672088623
Epoch: 3980 Loss: 11.622319221496582
Epoch: 3990 Loss: 11.61749267578125
Epoch: 4000 Loss: 11.612668991088867
Epoch: 4010 Loss: 11.60784912109375
Epoch: 4020 Loss: 11.603029251098633
Epoch: 4030 Loss: 11.598212242126465
Epoch: 4040 Loss: 11.59339714050293
Epoch: 4050 Loss: 11.588584899902344
Epoch: 4060 Loss: 11.58377456665039
Epoch: 4070 Loss: 11.57896614074707
Epoch: 4080 Loss: 11.574159622192383
Epoch: 4090 Loss: 11.569355964660645
Epoch: 4100 Loss: 11.564554214477539
Epoch: 4110 Loss: 11.559755325317383
Epoch: 4120 Loss: 11.55495834350586
Epoch: 4130 Loss: 11.550163269042969
Epoch: 4140 Loss: 11.545369148254395
Epoch: 4150 Loss: 11.54057788848877
Epoch: 4160 Loss: 11.535789489746094
Epoch: 4170 Loss: 11.53100299835205
Epoch: 4180 Loss: 11.526219367980957
Epoch: 4190 Loss: 11.52143669128418
Epoch: 4200 Loss: 11.516655921936035
Epoch: 4210 Loss: 11.51187801361084
Epoch: 4220 Loss: 11.507102966308594
Epoch: 4230 Loss: 11.502328872680664
Epoch: 4240 Loss: 11.497556686401367
Epoch: 4250 Loss: 11.49278736114502
Epoch: 4260 Loss: 11.488020896911621
Epoch: 4270 Loss: 11.483256340026855
Epoch: 4280 Loss: 11.478493690490723
Epoch: 4290 Loss: 11.473732948303223
Epoch: 4300 Loss: 11.468974113464355
Epoch: 4310 Loss: 11.464217185974121
Epoch: 4320 Loss: 11.45946216583252
Epoch: 4330 Loss: 11.45470905303955
Epoch: 4340 Loss: 11.449960708618164
Epoch: 4350 Loss: 11.445212364196777
Epoch: 4360 Loss: 11.440465927124023
Epoch: 4370 Loss: 11.435722351074219
Epoch: 4380 Loss: 11.43097972869873
Epoch: 4390 Loss: 11.426240921020508
Epoch: 4400 Loss: 11.421504020690918
Epoch: 4410 Loss: 11.416768074035645
Epoch: 4420 Loss: 11.41203498840332
Epoch: 4430 Loss: 11.407304763793945
Epoch: 4440 Loss: 11.40257453918457
Epoch: 4450 Loss: 11.397849082946777
Epoch: 4460 Loss: 11.393122673034668
Epoch: 4470 Loss: 11.38840103149414
Epoch: 4480 Loss: 11.383679389953613
Epoch: 4490 Loss: 11.378959655761719
Epoch: 4500 Loss: 11.37424373626709
Epoch: 4510 Loss: 11.369528770446777
Epoch: 4520 Loss: 11.364816665649414
Epoch: 4530 Loss: 11.360107421875
Epoch: 4540 Loss: 11.355399131774902
Epoch: 4550 Loss: 11.350692749023438
Epoch: 4560 Loss: 11.345988273620605
Epoch: 4570 Loss: 11.341286659240723
Epoch: 4580 Loss: 11.336586952209473
Epoch: 4590 Loss: 11.331889152526855
Epoch: 4600 Loss: 11.327193260192871
Epoch: 4610 Loss: 11.32249927520752
Epoch: 4620 Loss: 11.3178071975708
Epoch: 4630 Loss: 11.313118934631348
Epoch: 4640 Loss: 11.308432579040527
Epoch: 4650 Loss: 11.303746223449707
Epoch: 4660 Loss: 11.29906177520752
Epoch: 4670 Loss: 11.294382095336914
Epoch: 4680 Loss: 11.289701461791992
Epoch: 4690 Loss: 11.28502368927002
Epoch: 4700 Loss: 11.280349731445312
Epoch: 4710 Loss: 11.275677680969238
Epoch: 4720 Loss: 11.271005630493164
Epoch: 4730 Loss: 11.266336441040039
Epoch: 4740 Loss: 11.261670112609863
Epoch: 4750 Loss: 11.257003784179688
Epoch: 4760 Loss: 11.252342224121094
Epoch: 4770 Loss: 11.247681617736816
Epoch: 4780 Loss: 11.243021965026855
Epoch: 4790 Loss: 11.23836612701416
Epoch: 4800 Loss: 11.233710289001465
Epoch: 4810 Loss: 11.229060173034668
Epoch: 4820 Loss: 11.224409103393555
Epoch: 4830 Loss: 11.21976089477539
Epoch: 4840 Loss: 11.215113639831543
Epoch: 4850 Loss: 11.210468292236328
Epoch: 4860 Loss: 11.205827713012695
Epoch: 4870 Loss: 11.201186180114746
Epoch: 4880 Loss: 11.196547508239746
Epoch: 4890 Loss: 11.191911697387695
Epoch: 4900 Loss: 11.187275886535645
Epoch: 4910 Loss: 11.182644844055176
Epoch: 4920 Loss: 11.178014755249023
Epoch: 4930 Loss: 11.173385620117188
Epoch: 4940 Loss: 11.168760299682617
Epoch: 4950 Loss: 11.16413688659668
Epoch: 4960 Loss: 11.159513473510742
Epoch: 4970 Loss: 11.15489387512207
Epoch: 4980 Loss: 11.150275230407715
Epoch: 4990 Loss: 11.145658493041992
Epoch: 5000 Loss: 11.141044616699219
Epoch: 5010 Loss: 11.136432647705078
Epoch: 5020 Loss: 11.131823539733887
Epoch: 5030 Loss: 11.127214431762695
Epoch: 5040 Loss: 11.12260913848877
Epoch: 5050 Loss: 11.11800479888916
Epoch: 5060 Loss: 11.1134033203125
Epoch: 5070 Loss: 11.108803749084473
Epoch: 5080 Loss: 11.104205131530762
Epoch: 5090 Loss: 11.099609375
Epoch: 5100 Loss: 11.095014572143555
Epoch: 5110 Loss: 11.090421676635742
Epoch: 5120 Loss: 11.085832595825195
Epoch: 5130 Loss: 11.081244468688965
Epoch: 5140 Loss: 11.076658248901367
Epoch: 5150 Loss: 11.072074890136719
Epoch: 5160 Loss: 11.067492485046387
Epoch: 5170 Loss: 11.062911987304688
Epoch: 5180 Loss: 11.058334350585938
Epoch: 5190 Loss: 11.053756713867188
Epoch: 5200 Loss: 11.049184799194336
Epoch: 5210 Loss: 11.044611930847168
Epoch: 5220 Loss: 11.040040969848633
Epoch: 5230 Loss: 11.035473823547363
Epoch: 5240 Loss: 11.03090763092041
Epoch: 5250 Loss: 11.026342391967773
Epoch: 5260 Loss: 11.021781921386719
Epoch: 5270 Loss: 11.017221450805664
Epoch: 5280 Loss: 11.012662887573242
Epoch: 5290 Loss: 11.008106231689453
Epoch: 5300 Loss: 11.003552436828613
Epoch: 5310 Loss: 10.99899959564209
Epoch: 5320 Loss: 10.994450569152832
Epoch: 5330 Loss: 10.98990249633789
Epoch: 5340 Loss: 10.985355377197266
Epoch: 5350 Loss: 10.980810165405273
Epoch: 5360 Loss: 10.97626781463623
Epoch: 5370 Loss: 10.971728324890137
Epoch: 5380 Loss: 10.96718978881836
Epoch: 5390 Loss: 10.962653160095215
Epoch: 5400 Loss: 10.958118438720703
Epoch: 5410 Loss: 10.95358657836914
Epoch: 5420 Loss: 10.949056625366211
Epoch: 5430 Loss: 10.944525718688965
Epoch: 5440 Loss: 10.9399995803833
Epoch: 5450 Loss: 10.935476303100586
Epoch: 5460 Loss: 10.930953979492188
Epoch: 5470 Loss: 10.926432609558105
Epoch: 5480 Loss: 10.92191219329834
Epoch: 5490 Loss: 10.917397499084473
Epoch: 5500 Loss: 10.912881851196289
Epoch: 5510 Loss: 10.908369064331055
Epoch: 5520 Loss: 10.903857231140137
Epoch: 5530 Loss: 10.899349212646484
Epoch: 5540 Loss: 10.894842147827148
Epoch: 5550 Loss: 10.890337944030762
Epoch: 5560 Loss: 10.885833740234375
Epoch: 5570 Loss: 10.881332397460938
Epoch: 5580 Loss: 10.876832962036133
Epoch: 5590 Loss: 10.872336387634277
Epoch: 5600 Loss: 10.867841720581055
Epoch: 5610 Loss: 10.863348007202148
Epoch: 5620 Loss: 10.858856201171875
Epoch: 5630 Loss: 10.85436725616455
Epoch: 5640 Loss: 10.84988021850586
Epoch: 5650 Loss: 10.845394134521484
Epoch: 5660 Loss: 10.840909957885742
Epoch: 5670 Loss: 10.836427688598633
Epoch: 5680 Loss: 10.831949234008789
Epoch: 5690 Loss: 10.827470779418945
Epoch: 5700 Loss: 10.82299518585205
Epoch: 5710 Loss: 10.818521499633789
Epoch: 5720 Loss: 10.81404972076416
Epoch: 5730 Loss: 10.809579849243164
Epoch: 5740 Loss: 10.8051118850708
Epoch: 5750 Loss: 10.80064582824707
Epoch: 5760 Loss: 10.796181678771973
Epoch: 5770 Loss: 10.791718482971191
Epoch: 5780 Loss: 10.78725814819336
Epoch: 5790 Loss: 10.78279972076416
Epoch: 5800 Loss: 10.77834415435791
Epoch: 5810 Loss: 10.773890495300293
Epoch: 5820 Loss: 10.769436836242676
Epoch: 5830 Loss: 10.76498794555664
Epoch: 5840 Loss: 10.760538101196289
Epoch: 5850 Loss: 10.756091117858887
Epoch: 5860 Loss: 10.75164794921875
Epoch: 5870 Loss: 10.747204780578613
Epoch: 5880 Loss: 10.74276351928711
Epoch: 5890 Loss: 10.738322257995605
Epoch: 5900 Loss: 10.73388671875
Epoch: 5910 Loss: 10.729450225830078
Epoch: 5920 Loss: 10.725018501281738
Epoch: 5930 Loss: 10.720585823059082
Epoch: 5940 Loss: 10.716156959533691
Epoch: 5950 Loss: 10.71173095703125
Epoch: 5960 Loss: 10.707304000854492
Epoch: 5970 Loss: 10.702880859375
Epoch: 5980 Loss: 10.69845962524414
Epoch: 5990 Loss: 10.694039344787598
Epoch: 6000 Loss: 10.689620971679688
Epoch: 6010 Loss: 10.68520450592041
Epoch: 6020 Loss: 10.680790901184082
Epoch: 6030 Loss: 10.676379203796387
Epoch: 6040 Loss: 10.67197036743164
Epoch: 6050 Loss: 10.667560577392578
Epoch: 6060 Loss: 10.663155555725098
Epoch: 6070 Loss: 10.6587495803833
Epoch: 6080 Loss: 10.654348373413086
Epoch: 6090 Loss: 10.649947166442871
Epoch: 6100 Loss: 10.645548820495605
Epoch: 6110 Loss: 10.641152381896973
Epoch: 6120 Loss: 10.636757850646973
Epoch: 6130 Loss: 10.632364273071289
Epoch: 6140 Loss: 10.627973556518555
Epoch: 6150 Loss: 10.623583793640137
Epoch: 6160 Loss: 10.619196891784668
Epoch: 6170 Loss: 10.614811897277832
Epoch: 6180 Loss: 10.610427856445312
Epoch: 6190 Loss: 10.606046676635742
Epoch: 6200 Loss: 10.601667404174805
Epoch: 6210 Loss: 10.5972900390625
Epoch: 6220 Loss: 10.592914581298828
Epoch: 6230 Loss: 10.588540077209473
Epoch: 6240 Loss: 10.584168434143066
Epoch: 6250 Loss: 10.579798698425293
Epoch: 6260 Loss: 10.575430870056152
Epoch: 6270 Loss: 10.571063995361328
Epoch: 6280 Loss: 10.566699028015137
Epoch: 6290 Loss: 10.562337875366211
Epoch: 6300 Loss: 10.557975769042969
Epoch: 6310 Loss: 10.553617477416992
Epoch: 6320 Loss: 10.549262046813965
Epoch: 6330 Loss: 10.544906616210938
Epoch: 6340 Loss: 10.54055404663086
Epoch: 6350 Loss: 10.536203384399414
Epoch: 6360 Loss: 10.531853675842285
Epoch: 6370 Loss: 10.527506828308105
Epoch: 6380 Loss: 10.523162841796875
Epoch: 6390 Loss: 10.518819808959961
Epoch: 6400 Loss: 10.514477729797363
Epoch: 6410 Loss: 10.510137557983398
Epoch: 6420 Loss: 10.505799293518066
Epoch: 6430 Loss: 10.50146484375
Epoch: 6440 Loss: 10.497129440307617
Epoch: 6450 Loss: 10.4927978515625
Epoch: 6460 Loss: 10.488468170166016
Epoch: 6470 Loss: 10.484140396118164
Epoch: 6480 Loss: 10.479812622070312
Epoch: 6490 Loss: 10.475489616394043
Epoch: 6500 Loss: 10.471166610717773
Epoch: 6510 Loss: 10.466845512390137
Epoch: 6520 Loss: 10.462526321411133
Epoch: 6530 Loss: 10.458209991455078
Epoch: 6540 Loss: 10.453896522521973
Epoch: 6550 Loss: 10.44958209991455
Epoch: 6560 Loss: 10.445270538330078
Epoch: 6570 Loss: 10.440961837768555
Epoch: 6580 Loss: 10.436655044555664
Epoch: 6590 Loss: 10.432348251342773
Epoch: 6600 Loss: 10.428044319152832
Epoch: 6610 Loss: 10.423742294311523
Epoch: 6620 Loss: 10.419443130493164
Epoch: 6630 Loss: 10.415145874023438
Epoch: 6640 Loss: 10.410849571228027
Epoch: 6650 Loss: 10.40655517578125
Epoch: 6660 Loss: 10.402262687683105
Epoch: 6670 Loss: 10.397972106933594
Epoch: 6680 Loss: 10.393683433532715
Epoch: 6690 Loss: 10.389396667480469
Epoch: 6700 Loss: 10.385111808776855
Epoch: 6710 Loss: 10.380829811096191
Epoch: 6720 Loss: 10.376547813415527
Epoch: 6730 Loss: 10.372267723083496
Epoch: 6740 Loss: 10.367990493774414
Epoch: 6750 Loss: 10.363715171813965
Epoch: 6760 Loss: 10.359442710876465
Epoch: 6770 Loss: 10.355170249938965
Epoch: 6780 Loss: 10.350900650024414
Epoch: 6790 Loss: 10.346632957458496
Epoch: 6800 Loss: 10.342368125915527
Epoch: 6810 Loss: 10.338102340698242
Epoch: 6820 Loss: 10.333840370178223
Epoch: 6830 Loss: 10.329580307006836
Epoch: 6840 Loss: 10.325322151184082
Epoch: 6850 Loss: 10.321065902709961
Epoch: 6860 Loss: 10.316811561584473
Epoch: 6870 Loss: 10.312557220458984
Epoch: 6880 Loss: 10.308305740356445
Epoch: 6890 Loss: 10.304057121276855
Epoch: 6900 Loss: 10.299809455871582
Epoch: 6910 Loss: 10.295564651489258
Epoch: 6920 Loss: 10.29132080078125
Epoch: 6930 Loss: 10.287078857421875
Epoch: 6940 Loss: 10.282838821411133
Epoch: 6950 Loss: 10.278600692749023
Epoch: 6960 Loss: 10.274365425109863
Epoch: 6970 Loss: 10.270130157470703
Epoch: 6980 Loss: 10.265897750854492
Epoch: 6990 Loss: 10.261667251586914
Epoch: 7000 Loss: 10.257438659667969
Epoch: 7010 Loss: 10.253212928771973
Epoch: 7020 Loss: 10.24898624420166
Epoch: 7030 Loss: 10.244763374328613
Epoch: 7040 Loss: 10.240543365478516
Epoch: 7050 Loss: 10.236323356628418
Epoch: 7060 Loss: 10.232105255126953
Epoch: 7070 Loss: 10.227890014648438
Epoch: 7080 Loss: 10.223676681518555
Epoch: 7090 Loss: 10.219464302062988
Epoch: 7100 Loss: 10.215254783630371
Epoch: 7110 Loss: 10.21104621887207
Epoch: 7120 Loss: 10.206839561462402
Epoch: 7130 Loss: 10.202634811401367
Epoch: 7140 Loss: 10.198431968688965
Epoch: 7150 Loss: 10.194231986999512
Epoch: 7160 Loss: 10.190032958984375
Epoch: 7170 Loss: 10.185835838317871
Epoch: 7180 Loss: 10.181640625
Epoch: 7190 Loss: 10.177447319030762
Epoch: 7200 Loss: 10.17325496673584
Epoch: 7210 Loss: 10.169065475463867
Epoch: 7220 Loss: 10.164877891540527
Epoch: 7230 Loss: 10.16069221496582
Epoch: 7240 Loss: 10.156508445739746
Epoch: 7250 Loss: 10.152326583862305
Epoch: 7260 Loss: 10.14814567565918
Epoch: 7270 Loss: 10.143966674804688
Epoch: 7280 Loss: 10.139789581298828
Epoch: 7290 Loss: 10.135615348815918
Epoch: 7300 Loss: 10.13144302368164
Epoch: 7310 Loss: 10.12727165222168
Epoch: 7320 Loss: 10.123101234436035
Epoch: 7330 Loss: 10.118934631347656
Epoch: 7340 Loss: 10.114768981933594
Epoch: 7350 Loss: 10.110605239868164
Epoch: 7360 Loss: 10.106443405151367
Epoch: 7370 Loss: 10.102283477783203
Epoch: 7380 Loss: 10.098124504089355
Epoch: 7390 Loss: 10.093968391418457
Epoch: 7400 Loss: 10.089814186096191
Epoch: 7410 Loss: 10.085660934448242
Epoch: 7420 Loss: 10.081510543823242
Epoch: 7430 Loss: 10.077362060546875
Epoch: 7440 Loss: 10.073213577270508
Epoch: 7450 Loss: 10.069069862365723
Epoch: 7460 Loss: 10.064925193786621
Epoch: 7470 Loss: 10.060783386230469
Epoch: 7480 Loss: 10.056644439697266
Epoch: 7490 Loss: 10.052505493164062
Epoch: 7500 Loss: 10.048370361328125
Epoch: 7510 Loss: 10.044235229492188
Epoch: 7520 Loss: 10.040103912353516
Epoch: 7530 Loss: 10.035972595214844
Epoch: 7540 Loss: 10.031844139099121
Epoch: 7550 Loss: 10.027716636657715
Epoch: 7560 Loss: 10.023591995239258
Epoch: 7570 Loss: 10.019468307495117
Epoch: 7580 Loss: 10.015347480773926
Epoch: 7590 Loss: 10.01122760772705
Epoch: 7600 Loss: 10.007108688354492
Epoch: 7610 Loss: 10.002994537353516
Epoch: 7620 Loss: 9.998879432678223
Epoch: 7630 Loss: 9.994767189025879
Epoch: 7640 Loss: 9.990656852722168
Epoch: 7650 Loss: 9.98654842376709
Epoch: 7660 Loss: 9.982440948486328
Epoch: 7670 Loss: 9.978336334228516
Epoch: 7680 Loss: 9.974233627319336
Epoch: 7690 Loss: 9.970131874084473
Epoch: 7700 Loss: 9.966032028198242
Epoch: 7710 Loss: 9.961935043334961
Epoch: 7720 Loss: 9.957839012145996
Epoch: 7730 Loss: 9.953744888305664
Epoch: 7740 Loss: 9.949652671813965
Epoch: 7750 Loss: 9.945562362670898
Epoch: 7760 Loss: 9.941473960876465
Epoch: 7770 Loss: 9.937386512756348
Epoch: 7780 Loss: 9.93330192565918
Epoch: 7790 Loss: 9.929220199584961
Epoch: 7800 Loss: 9.925138473510742
Epoch: 7810 Loss: 9.921058654785156
Epoch: 7820 Loss: 9.91698169708252
Epoch: 7830 Loss: 9.9129056930542
Epoch: 7840 Loss: 9.908831596374512
Epoch: 7850 Loss: 9.904759407043457
Epoch: 7860 Loss: 9.900689125061035
Epoch: 7870 Loss: 9.896620750427246
Epoch: 7880 Loss: 9.89255428314209
Epoch: 7890 Loss: 9.88848876953125
Epoch: 7900 Loss: 9.88442611694336
Epoch: 7910 Loss: 9.880364418029785
Epoch: 7920 Loss: 9.87630558013916
Epoch: 7930 Loss: 9.872248649597168
Epoch: 7940 Loss: 9.868191719055176
Epoch: 7950 Loss: 9.864137649536133
Epoch: 7960 Loss: 9.860086441040039
Epoch: 7970 Loss: 9.856036186218262
Epoch: 7980 Loss: 9.8519868850708
Epoch: 7990 Loss: 9.847940444946289
Epoch: 8000 Loss: 9.84389591217041
Epoch: 8010 Loss: 9.839852333068848
Epoch: 8020 Loss: 9.835811614990234
Epoch: 8030 Loss: 9.831771850585938
Epoch: 8040 Loss: 9.82773494720459
Epoch: 8050 Loss: 9.823698043823242
Epoch: 8060 Loss: 9.819664001464844
Epoch: 8070 Loss: 9.815631866455078
Epoch: 8080 Loss: 9.811601638793945
Epoch: 8090 Loss: 9.807573318481445
Epoch: 8100 Loss: 9.803546905517578
Epoch: 8110 Loss: 9.799521446228027
Epoch: 8120 Loss: 9.795498847961426
Epoch: 8130 Loss: 9.79147720336914
Epoch: 8140 Loss: 9.787458419799805
Epoch: 8150 Loss: 9.783439636230469
Epoch: 8160 Loss: 9.779423713684082
Epoch: 8170 Loss: 9.775409698486328
Epoch: 8180 Loss: 9.771397590637207
Epoch: 8190 Loss: 9.767387390136719
Epoch: 8200 Loss: 9.763379096984863
Epoch: 8210 Loss: 9.759371757507324
Epoch: 8220 Loss: 9.755366325378418
Epoch: 8230 Loss: 9.751363754272461
Epoch: 8240 Loss: 9.74736213684082
Epoch: 8250 Loss: 9.743361473083496
Epoch: 8260 Loss: 9.739363670349121
Epoch: 8270 Loss: 9.735367774963379
Epoch: 8280 Loss: 9.73137378692627
Epoch: 8290 Loss: 9.727380752563477
Epoch: 8300 Loss: 9.723390579223633
Epoch: 8310 Loss: 9.719401359558105
Epoch: 8320 Loss: 9.715414047241211
Epoch: 8330 Loss: 9.71142864227295
Epoch: 8340 Loss: 9.70744514465332
Epoch: 8350 Loss: 9.703462600708008
Epoch: 8360 Loss: 9.699483871459961
Epoch: 8370 Loss: 9.695505142211914
Epoch: 8380 Loss: 9.6915283203125
Epoch: 8390 Loss: 9.687554359436035
Epoch: 8400 Loss: 9.683581352233887
Epoch: 8410 Loss: 9.679610252380371
Epoch: 8420 Loss: 9.675641059875488
Epoch: 8430 Loss: 9.671673774719238
Epoch: 8440 Loss: 9.667708396911621
Epoch: 8450 Loss: 9.66374397277832
Epoch: 8460 Loss: 9.659782409667969
Epoch: 8470 Loss: 9.65582275390625
Epoch: 8480 Loss: 9.651864051818848
Epoch: 8490 Loss: 9.647906303405762
Epoch: 8500 Loss: 9.643952369689941
Epoch: 8510 Loss: 9.639999389648438
Epoch: 8520 Loss: 9.63604736328125
Epoch: 8530 Loss: 9.632098197937012
Epoch: 8540 Loss: 9.62814998626709
Epoch: 8550 Loss: 9.624204635620117
Epoch: 8560 Loss: 9.620260238647461
Epoch: 8570 Loss: 9.616317749023438
Epoch: 8580 Loss: 9.61237621307373
Epoch: 8590 Loss: 9.608438491821289
Epoch: 8600 Loss: 9.604500770568848
Epoch: 8610 Loss: 9.600565910339355
Epoch: 8620 Loss: 9.59663200378418
Epoch: 8630 Loss: 9.592700958251953
Epoch: 8640 Loss: 9.588770866394043
Epoch: 8650 Loss: 9.584842681884766
Epoch: 8660 Loss: 9.580915451049805
Epoch: 8670 Loss: 9.57699203491211
Epoch: 8680 Loss: 9.573068618774414
Epoch: 8690 Loss: 9.569148063659668
Epoch: 8700 Loss: 9.565228462219238
Epoch: 8710 Loss: 9.561310768127441
Epoch: 8720 Loss: 9.557394981384277
Epoch: 8730 Loss: 9.553481101989746
Epoch: 8740 Loss: 9.549569129943848
Epoch: 8750 Loss: 9.545659065246582
Epoch: 8760 Loss: 9.541749954223633
Epoch: 8770 Loss: 9.537843704223633
Epoch: 8780 Loss: 9.53393840789795
Epoch: 8790 Loss: 9.530035018920898
Epoch: 8800 Loss: 9.52613353729248
Epoch: 8810 Loss: 9.522233963012695
Epoch: 8820 Loss: 9.518336296081543
Epoch: 8830 Loss: 9.514439582824707
Epoch: 8840 Loss: 9.510544776916504
Epoch: 8850 Loss: 9.506651878356934
Epoch: 8860 Loss: 9.502760887145996
Epoch: 8870 Loss: 9.498871803283691
Epoch: 8880 Loss: 9.49498462677002
Epoch: 8890 Loss: 9.49109935760498
Epoch: 8900 Loss: 9.487215042114258
Epoch: 8910 Loss: 9.483333587646484
Epoch: 8920 Loss: 9.479453086853027
Epoch: 8930 Loss: 9.475574493408203
Epoch: 8940 Loss: 9.471697807312012
Epoch: 8950 Loss: 9.467823028564453
Epoch: 8960 Loss: 9.463949203491211
Epoch: 8970 Loss: 9.460077285766602
Epoch: 8980 Loss: 9.456208229064941
Epoch: 8990 Loss: 9.452340126037598
Epoch: 9000 Loss: 9.448473930358887
Epoch: 9010 Loss: 9.444608688354492
Epoch: 9020 Loss: 9.440747261047363
Epoch: 9030 Loss: 9.436885833740234
Epoch: 9040 Loss: 9.433026313781738
Epoch: 9050 Loss: 9.429168701171875
Epoch: 9060 Loss: 9.425312995910645
Epoch: 9070 Loss: 9.421460151672363
Epoch: 9080 Loss: 9.417607307434082
Epoch: 9090 Loss: 9.41375732421875
Epoch: 9100 Loss: 9.409908294677734
Epoch: 9110 Loss: 9.406061172485352
Epoch: 9120 Loss: 9.402215957641602
Epoch: 9130 Loss: 9.398372650146484
Epoch: 9140 Loss: 9.39453125
Epoch: 9150 Loss: 9.390690803527832
Epoch: 9160 Loss: 9.386853218078613
Epoch: 9170 Loss: 9.383016586303711
Epoch: 9180 Loss: 9.379181861877441
Epoch: 9190 Loss: 9.375349044799805
Epoch: 9200 Loss: 9.3715181350708
Epoch: 9210 Loss: 9.367688179016113
Epoch: 9220 Loss: 9.363861083984375
Epoch: 9230 Loss: 9.360034942626953
Epoch: 9240 Loss: 9.356210708618164
Epoch: 9250 Loss: 9.352388381958008
Epoch: 9260 Loss: 9.348567962646484
Epoch: 9270 Loss: 9.344748497009277
Epoch: 9280 Loss: 9.34093189239502
Epoch: 9290 Loss: 9.337116241455078
Epoch: 9300 Loss: 9.33330249786377
Epoch: 9310 Loss: 9.329489707946777
Epoch: 9320 Loss: 9.32568073272705
Epoch: 9330 Loss: 9.321871757507324
Epoch: 9340 Loss: 9.31806468963623
Epoch: 9350 Loss: 9.314260482788086
Epoch: 9360 Loss: 9.310457229614258
Epoch: 9370 Loss: 9.306655883789062
Epoch: 9380 Loss: 9.302855491638184
Epoch: 9390 Loss: 9.299057006835938
Epoch: 9400 Loss: 9.29526138305664
Epoch: 9410 Loss: 9.29146671295166
Epoch: 9420 Loss: 9.287673950195312
Epoch: 9430 Loss: 9.283883094787598
Epoch: 9440 Loss: 9.280094146728516
Epoch: 9450 Loss: 9.27630615234375
Epoch: 9460 Loss: 9.272521018981934
Epoch: 9470 Loss: 9.268735885620117
Epoch: 9480 Loss: 9.26495361328125
Epoch: 9490 Loss: 9.261173248291016
Epoch: 9500 Loss: 9.257393836975098
Epoch: 9510 Loss: 9.253616333007812
Epoch: 9520 Loss: 9.249841690063477
Epoch: 9530 Loss: 9.246068000793457
Epoch: 9540 Loss: 9.24229621887207
Epoch: 9550 Loss: 9.238525390625
Epoch: 9560 Loss: 9.234756469726562
Epoch: 9570 Loss: 9.230990409851074
Epoch: 9580 Loss: 9.227225303649902
Epoch: 9590 Loss: 9.223462104797363
Epoch: 9600 Loss: 9.219700813293457
Epoch: 9610 Loss: 9.215940475463867
Epoch: 9620 Loss: 9.21218204498291
Epoch: 9630 Loss: 9.208425521850586
Epoch: 9640 Loss: 9.204671859741211
Epoch: 9650 Loss: 9.200918197631836
Epoch: 9660 Loss: 9.19716739654541
Epoch: 9670 Loss: 9.1934175491333
Epoch: 9680 Loss: 9.189669609069824
Epoch: 9690 Loss: 9.18592357635498
Epoch: 9700 Loss: 9.18217945098877
Epoch: 9710 Loss: 9.178436279296875
Epoch: 9720 Loss: 9.17469596862793
Epoch: 9730 Loss: 9.1709566116333
Epoch: 9740 Loss: 9.167219161987305
Epoch: 9750 Loss: 9.163482666015625
Epoch: 9760 Loss: 9.159749031066895
Epoch: 9770 Loss: 9.15601634979248
Epoch: 9780 Loss: 9.152286529541016
Epoch: 9790 Loss: 9.14855670928955
Epoch: 9800 Loss: 9.144829750061035
Epoch: 9810 Loss: 9.141104698181152
Epoch: 9820 Loss: 9.137380599975586
Epoch: 9830 Loss: 9.133658409118652
Epoch: 9840 Loss: 9.129939079284668
Epoch: 9850 Loss: 9.126220703125
Epoch: 9860 Loss: 9.122503280639648
Epoch: 9870 Loss: 9.11878776550293
Epoch: 9880 Loss: 9.115074157714844
Epoch: 9890 Loss: 9.111363410949707
Epoch: 9900 Loss: 9.10765266418457
Epoch: 9910 Loss: 9.103944778442383
Epoch: 9920 Loss: 9.100237846374512
Epoch: 9930 Loss: 9.096532821655273
Epoch: 9940 Loss: 9.092829704284668
Epoch: 9950 Loss: 9.089128494262695
Epoch: 9960 Loss: 9.085428237915039
Epoch: 9970 Loss: 9.081730842590332
Epoch: 9980 Loss: 9.078034400939941
Epoch: 9990 Loss: 9.074339866638184
Epoch: 10000 Loss: 9.070647239685059
Epoch: 10010 Loss: 9.06695556640625
Epoch: 10020 Loss: 9.063265800476074
Epoch: 10030 Loss: 9.059577941894531
Epoch: 10040 Loss: 9.055891990661621
Epoch: 10050 Loss: 9.052207946777344
Epoch: 10060 Loss: 9.048524856567383
Epoch: 10070 Loss: 9.044843673706055
Epoch: 10080 Loss: 9.04116439819336
Epoch: 10090 Loss: 9.037487030029297
Epoch: 10100 Loss: 9.03381061553955
Epoch: 10110 Loss: 9.030136108398438
Epoch: 10120 Loss: 9.026464462280273
Epoch: 10130 Loss: 9.022793769836426
Epoch: 10140 Loss: 9.019124984741211
Epoch: 10150 Loss: 9.015457153320312
Epoch: 10160 Loss: 9.011792182922363
Epoch: 10170 Loss: 9.008127212524414
Epoch: 10180 Loss: 9.004465103149414
Epoch: 10190 Loss: 9.00080394744873
Epoch: 10200 Loss: 8.997145652770996
Epoch: 10210 Loss: 8.993488311767578
Epoch: 10220 Loss: 8.989832878112793
Epoch: 10230 Loss: 8.98617935180664
Epoch: 10240 Loss: 8.982526779174805
Epoch: 10250 Loss: 8.978877067565918
Epoch: 10260 Loss: 8.975226402282715
Epoch: 10270 Loss: 8.971580505371094
Epoch: 10280 Loss: 8.967934608459473
Epoch: 10290 Loss: 8.9642915725708
Epoch: 10300 Loss: 8.960649490356445
Epoch: 10310 Loss: 8.957009315490723
Epoch: 10320 Loss: 8.953371047973633
Epoch: 10330 Loss: 8.94973373413086
Epoch: 10340 Loss: 8.946098327636719
Epoch: 10350 Loss: 8.942464828491211
Epoch: 10360 Loss: 8.938833236694336
Epoch: 10370 Loss: 8.935202598571777
Epoch: 10380 Loss: 8.931574821472168
Epoch: 10390 Loss: 8.927947998046875
Epoch: 10400 Loss: 8.924322128295898
Epoch: 10410 Loss: 8.920699119567871
Epoch: 10420 Loss: 8.91707706451416
Epoch: 10430 Loss: 8.913457870483398
Epoch: 10440 Loss: 8.909838676452637
Epoch: 10450 Loss: 8.906222343444824
Epoch: 10460 Loss: 8.902606964111328
Epoch: 10470 Loss: 8.898993492126465
Epoch: 10480 Loss: 8.89538288116455
Epoch: 10490 Loss: 8.891772270202637
Epoch: 10500 Loss: 8.888163566589355
Epoch: 10510 Loss: 8.884557723999023
Epoch: 10520 Loss: 8.880952835083008
Epoch: 10530 Loss: 8.877348899841309
Epoch: 10540 Loss: 8.873747825622559
Epoch: 10550 Loss: 8.870147705078125
Epoch: 10560 Loss: 8.866549491882324
Epoch: 10570 Loss: 8.86295223236084
Epoch: 10580 Loss: 8.859358787536621
Epoch: 10590 Loss: 8.855765342712402
Epoch: 10600 Loss: 8.8521728515625
Epoch: 10610 Loss: 8.848584175109863
Epoch: 10620 Loss: 8.844995498657227
Epoch: 10630 Loss: 8.841408729553223
Epoch: 10640 Loss: 8.837824821472168
Epoch: 10650 Loss: 8.834240913391113
Epoch: 10660 Loss: 8.830659866333008
Epoch: 10670 Loss: 8.827079772949219
Epoch: 10680 Loss: 8.823501586914062
Epoch: 10690 Loss: 8.819925308227539
Epoch: 10700 Loss: 8.816350936889648
Epoch: 10710 Loss: 8.812776565551758
Epoch: 10720 Loss: 8.809206008911133
Epoch: 10730 Loss: 8.805635452270508
Epoch: 10740 Loss: 8.802067756652832
Epoch: 10750 Loss: 8.798501968383789
Epoch: 10760 Loss: 8.794937133789062
Epoch: 10770 Loss: 8.791373252868652
Epoch: 10780 Loss: 8.787812232971191
Epoch: 10790 Loss: 8.784253120422363
Epoch: 10800 Loss: 8.780694007873535
Epoch: 10810 Loss: 8.777137756347656
Epoch: 10820 Loss: 8.77358341217041
Epoch: 10830 Loss: 8.77003002166748
Epoch: 10840 Loss: 8.766478538513184
Epoch: 10850 Loss: 8.76292896270752
Epoch: 10860 Loss: 8.759381294250488
Epoch: 10870 Loss: 8.755834579467773
Epoch: 10880 Loss: 8.752288818359375
Epoch: 10890 Loss: 8.748745918273926
Epoch: 10900 Loss: 8.74520492553711
Epoch: 10910 Loss: 8.74166488647461
Epoch: 10920 Loss: 8.738125801086426
Epoch: 10930 Loss: 8.734590530395508
Epoch: 10940 Loss: 8.73105525970459
Epoch: 10950 Loss: 8.727521896362305
Epoch: 10960 Loss: 8.723990440368652
Epoch: 10970 Loss: 8.720460891723633
Epoch: 10980 Loss: 8.71693229675293
Epoch: 10990 Loss: 8.71340560913086
Epoch: 11000 Loss: 8.709880828857422
Epoch: 11010 Loss: 8.7063570022583
Epoch: 11020 Loss: 8.702836036682129
Epoch: 11030 Loss: 8.699316024780273
Epoch: 11040 Loss: 8.69579792022705
Epoch: 11050 Loss: 8.692281723022461
Epoch: 11060 Loss: 8.688765525817871
Epoch: 11070 Loss: 8.68525218963623
Epoch: 11080 Loss: 8.681740760803223
Epoch: 11090 Loss: 8.678231239318848
Epoch: 11100 Loss: 8.674721717834473
Epoch: 11110 Loss: 8.671216011047363
Epoch: 11120 Loss: 8.66771125793457
Epoch: 11130 Loss: 8.664206504821777
Epoch: 11140 Loss: 8.660704612731934
Epoch: 11150 Loss: 8.657204627990723
Epoch: 11160 Loss: 8.653705596923828
Epoch: 11170 Loss: 8.650209426879883
Epoch: 11180 Loss: 8.646714210510254
Epoch: 11190 Loss: 8.643219947814941
Epoch: 11200 Loss: 8.639728546142578
Epoch: 11210 Loss: 8.636237144470215
Epoch: 11220 Loss: 8.632749557495117
Epoch: 11230 Loss: 8.629262924194336
Epoch: 11240 Loss: 8.625776290893555
Epoch: 11250 Loss: 8.622292518615723
Epoch: 11260 Loss: 8.618810653686523
Epoch: 11270 Loss: 8.615330696105957
Epoch: 11280 Loss: 8.611851692199707
Epoch: 11290 Loss: 8.60837459564209
Epoch: 11300 Loss: 8.604898452758789
Epoch: 11310 Loss: 8.601424217224121
Epoch: 11320 Loss: 8.597952842712402
Epoch: 11330 Loss: 8.594482421875
Epoch: 11340 Loss: 8.591012954711914
Epoch: 11350 Loss: 8.587545394897461
Epoch: 11360 Loss: 8.58407974243164
Epoch: 11370 Loss: 8.580615997314453
Epoch: 11380 Loss: 8.577153205871582
Epoch: 11390 Loss: 8.573692321777344
Epoch: 11400 Loss: 8.570233345031738
Epoch: 11410 Loss: 8.566776275634766
Epoch: 11420 Loss: 8.563319206237793
Epoch: 11430 Loss: 8.559865951538086
Epoch: 11440 Loss: 8.556411743164062
Epoch: 11450 Loss: 8.552961349487305
Epoch: 11460 Loss: 8.549511909484863
Epoch: 11470 Loss: 8.546064376831055
Epoch: 11480 Loss: 8.542617797851562
Epoch: 11490 Loss: 8.539173126220703
Epoch: 11500 Loss: 8.535731315612793
Epoch: 11510 Loss: 8.532289505004883
Epoch: 11520 Loss: 8.528849601745605
Epoch: 11530 Loss: 8.525411605834961
Epoch: 11540 Loss: 8.521974563598633
Epoch: 11550 Loss: 8.518540382385254
Epoch: 11560 Loss: 8.515107154846191
Epoch: 11570 Loss: 8.511675834655762
Epoch: 11580 Loss: 8.508245468139648
Epoch: 11590 Loss: 8.504817962646484
Epoch: 11600 Loss: 8.501391410827637
Epoch: 11610 Loss: 8.497965812683105
Epoch: 11620 Loss: 8.494543075561523
Epoch: 11630 Loss: 8.491120338439941
Epoch: 11640 Loss: 8.487700462341309
Epoch: 11650 Loss: 8.484282493591309
Epoch: 11660 Loss: 8.480865478515625
Epoch: 11670 Loss: 8.477449417114258
Epoch: 11680 Loss: 8.474035263061523
Epoch: 11690 Loss: 8.470623970031738
Epoch: 11700 Loss: 8.46721363067627
Epoch: 11710 Loss: 8.463805198669434
Epoch: 11720 Loss: 8.460397720336914
Epoch: 11730 Loss: 8.456992149353027
Epoch: 11740 Loss: 8.453588485717773
Epoch: 11750 Loss: 8.450185775756836
Epoch: 11760 Loss: 8.446784019470215
Epoch: 11770 Loss: 8.44338607788086
Epoch: 11780 Loss: 8.439988136291504
Epoch: 11790 Loss: 8.436592102050781
Epoch: 11800 Loss: 8.433197975158691
Epoch: 11810 Loss: 8.429804801940918
Epoch: 11820 Loss: 8.426414489746094
Epoch: 11830 Loss: 8.423025131225586
Epoch: 11840 Loss: 8.419636726379395
Epoch: 11850 Loss: 8.416250228881836
Epoch: 11860 Loss: 8.41286563873291
Epoch: 11870 Loss: 8.409482955932617
Epoch: 11880 Loss: 8.40610122680664
Epoch: 11890 Loss: 8.402722358703613
Epoch: 11900 Loss: 8.399343490600586
Epoch: 11910 Loss: 8.395966529846191
Epoch: 11920 Loss: 8.39259147644043
Epoch: 11930 Loss: 8.3892183303833
Epoch: 11940 Loss: 8.385846138000488
Epoch: 11950 Loss: 8.382476806640625
Epoch: 11960 Loss: 8.379108428955078
Epoch: 11970 Loss: 8.375741004943848
Epoch: 11980 Loss: 8.37237548828125
Epoch: 11990 Loss: 8.369011878967285
Epoch: 12000 Loss: 8.365649223327637
Epoch: 12010 Loss: 8.362288475036621
Epoch: 12020 Loss: 8.358929634094238
Epoch: 12030 Loss: 8.355572700500488
Epoch: 12040 Loss: 8.352216720581055
Epoch: 12050 Loss: 8.348862648010254
Epoch: 12060 Loss: 8.345510482788086
Epoch: 12070 Loss: 8.342159271240234
Epoch: 12080 Loss: 8.338809967041016
Epoch: 12090 Loss: 8.335461616516113
Epoch: 12100 Loss: 8.33211612701416
Epoch: 12110 Loss: 8.328771591186523
Epoch: 12120 Loss: 8.325428009033203
Epoch: 12130 Loss: 8.322087287902832
Epoch: 12140 Loss: 8.318746566772461
Epoch: 12150 Loss: 8.315408706665039
Epoch: 12160 Loss: 8.31207275390625
Epoch: 12170 Loss: 8.308736801147461
Epoch: 12180 Loss: 8.305403709411621
Epoch: 12190 Loss: 8.302071571350098
Epoch: 12200 Loss: 8.298741340637207
Epoch: 12210 Loss: 8.295412063598633
Epoch: 12220 Loss: 8.292085647583008
Epoch: 12230 Loss: 8.288761138916016
Epoch: 12240 Loss: 8.285436630249023
Epoch: 12250 Loss: 8.282114028930664
Epoch: 12260 Loss: 8.278793334960938
Epoch: 12270 Loss: 8.275474548339844
Epoch: 12280 Loss: 8.272156715393066
Epoch: 12290 Loss: 8.268840789794922
Epoch: 12300 Loss: 8.265525817871094
Epoch: 12310 Loss: 8.262213706970215
Epoch: 12320 Loss: 8.258902549743652
Epoch: 12330 Loss: 8.255593299865723
Epoch: 12340 Loss: 8.252284049987793
Epoch: 12350 Loss: 8.248978614807129
Epoch: 12360 Loss: 8.245673179626465
Epoch: 12370 Loss: 8.24237060546875
Epoch: 12380 Loss: 8.239068031311035
Epoch: 12390 Loss: 8.235769271850586
Epoch: 12400 Loss: 8.23246955871582
Epoch: 12410 Loss: 8.22917366027832
Epoch: 12420 Loss: 8.22587776184082
Epoch: 12430 Loss: 8.222583770751953
Epoch: 12440 Loss: 8.219291687011719
Epoch: 12450 Loss: 8.216001510620117
Epoch: 12460 Loss: 8.212712287902832
Epoch: 12470 Loss: 8.20942497253418
Epoch: 12480 Loss: 8.206138610839844
Epoch: 12490 Loss: 8.20285415649414
Epoch: 12500 Loss: 8.19957160949707
Epoch: 12510 Loss: 8.196290969848633
Epoch: 12520 Loss: 8.193011283874512
Epoch: 12530 Loss: 8.189733505249023
Epoch: 12540 Loss: 8.186456680297852
Epoch: 12550 Loss: 8.183181762695312
Epoch: 12560 Loss: 8.17990779876709
Epoch: 12570 Loss: 8.176636695861816
Epoch: 12580 Loss: 8.17336654663086
Epoch: 12590 Loss: 8.170098304748535
Epoch: 12600 Loss: 8.166831016540527
Epoch: 12610 Loss: 8.163565635681152
Epoch: 12620 Loss: 8.16030216217041
Epoch: 12630 Loss: 8.157039642333984
Epoch: 12640 Loss: 8.153779029846191
Epoch: 12650 Loss: 8.150519371032715
Epoch: 12660 Loss: 8.147261619567871
Epoch: 12670 Loss: 8.14400577545166
Epoch: 12680 Loss: 8.140751838684082
Epoch: 12690 Loss: 8.13749885559082
Epoch: 12700 Loss: 8.134246826171875
Epoch: 12710 Loss: 8.130997657775879
Epoch: 12720 Loss: 8.1277494430542
Epoch: 12730 Loss: 8.124502182006836
Epoch: 12740 Loss: 8.121257781982422
Epoch: 12750 Loss: 8.118014335632324
Epoch: 12760 Loss: 8.114771842956543
Epoch: 12770 Loss: 8.111532211303711
Epoch: 12780 Loss: 8.108293533325195
Epoch: 12790 Loss: 8.105055809020996
Epoch: 12800 Loss: 8.10181999206543
Epoch: 12810 Loss: 8.098586082458496
Epoch: 12820 Loss: 8.095354080200195
Epoch: 12830 Loss: 8.092123031616211
Epoch: 12840 Loss: 8.088892936706543
Epoch: 12850 Loss: 8.085664749145508
Epoch: 12860 Loss: 8.082438468933105
Epoch: 12870 Loss: 8.079214096069336
Epoch: 12880 Loss: 8.075990676879883
Epoch: 12890 Loss: 8.072769165039062
Epoch: 12900 Loss: 8.069549560546875
Epoch: 12910 Loss: 8.066329956054688
Epoch: 12920 Loss: 8.06311321258545
Epoch: 12930 Loss: 8.059898376464844
Epoch: 12940 Loss: 8.056683540344238
Epoch: 12950 Loss: 8.053471565246582
Epoch: 12960 Loss: 8.050261497497559
Epoch: 12970 Loss: 8.047051429748535
Epoch: 12980 Loss: 8.043844223022461
Epoch: 12990 Loss: 8.040637969970703
Epoch: 13000 Loss: 8.037433624267578
Epoch: 13010 Loss: 8.03423023223877
Epoch: 13020 Loss: 8.031028747558594
Epoch: 13030 Loss: 8.02782917022705
Epoch: 13040 Loss: 8.024629592895508
Epoch: 13050 Loss: 8.02143383026123
Epoch: 13060 Loss: 8.018238067626953
Epoch: 13070 Loss: 8.015044212341309
Epoch: 13080 Loss: 8.011852264404297
Epoch: 13090 Loss: 8.008661270141602
Epoch: 13100 Loss: 8.005472183227539
Epoch: 13110 Loss: 8.00228500366211
Epoch: 13120 Loss: 7.999098777770996
Epoch: 13130 Loss: 7.995913982391357
Epoch: 13140 Loss: 7.992731094360352
Epoch: 13150 Loss: 7.989549160003662
Epoch: 13160 Loss: 7.986370086669922
Epoch: 13170 Loss: 7.983191967010498
Epoch: 13180 Loss: 7.980014324188232
Epoch: 13190 Loss: 7.976839542388916
Epoch: 13200 Loss: 7.973665714263916
Epoch: 13210 Loss: 7.970493793487549
Epoch: 13220 Loss: 7.967322826385498
Epoch: 13230 Loss: 7.96415376663208
Epoch: 13240 Loss: 7.960986614227295
Epoch: 13250 Loss: 7.957820892333984
Epoch: 13260 Loss: 7.95465612411499
Epoch: 13270 Loss: 7.951492786407471
Epoch: 13280 Loss: 7.948331832885742
Epoch: 13290 Loss: 7.945171356201172
Epoch: 13300 Loss: 7.942012786865234
Epoch: 13310 Loss: 7.93885612487793
Epoch: 13320 Loss: 7.9357008934021
Epoch: 13330 Loss: 7.932547569274902
Epoch: 13340 Loss: 7.92939567565918
Epoch: 13350 Loss: 7.926244735717773
Epoch: 13360 Loss: 7.923095703125
Epoch: 13370 Loss: 7.919948101043701
Epoch: 13380 Loss: 7.916801452636719
Epoch: 13390 Loss: 7.913657188415527
Epoch: 13400 Loss: 7.9105143547058105
Epoch: 13410 Loss: 7.907372951507568
Epoch: 13420 Loss: 7.904232501983643
Epoch: 13430 Loss: 7.90109395980835
Epoch: 13440 Loss: 7.897957801818848
Epoch: 13450 Loss: 7.894822120666504
Epoch: 13460 Loss: 7.891687870025635
Epoch: 13470 Loss: 7.888555526733398
Epoch: 13480 Loss: 7.885424613952637
Epoch: 13490 Loss: 7.882296085357666
Epoch: 13500 Loss: 7.8791680335998535
Epoch: 13510 Loss: 7.876041889190674
Epoch: 13520 Loss: 7.872917175292969
Epoch: 13530 Loss: 7.8697943687438965
Epoch: 13540 Loss: 7.866672039031982
Epoch: 13550 Loss: 7.863552093505859
Epoch: 13560 Loss: 7.860433578491211
Epoch: 13570 Loss: 7.857316493988037
Epoch: 13580 Loss: 7.854200839996338
Epoch: 13590 Loss: 7.851086139678955
Epoch: 13600 Loss: 7.84797477722168
Epoch: 13610 Loss: 7.844862461090088
Epoch: 13620 Loss: 7.841753959655762
Epoch: 13630 Loss: 7.8386454582214355
Epoch: 13640 Loss: 7.8355393409729
Epoch: 13650 Loss: 7.832433700561523
Epoch: 13660 Loss: 7.829330921173096
Epoch: 13670 Loss: 7.826228618621826
Epoch: 13680 Loss: 7.823128700256348
Epoch: 13690 Loss: 7.820029258728027
Epoch: 13700 Loss: 7.816932201385498
Epoch: 13710 Loss: 7.813836097717285
Epoch: 13720 Loss: 7.810741901397705
Epoch: 13730 Loss: 7.807648658752441
Epoch: 13740 Loss: 7.8045573234558105
Epoch: 13750 Loss: 7.801466941833496
Epoch: 13760 Loss: 7.798379421234131
Epoch: 13770 Loss: 7.795292377471924
Epoch: 13780 Loss: 7.792206764221191
Epoch: 13790 Loss: 7.78912353515625
Epoch: 13800 Loss: 7.786041259765625
Epoch: 13810 Loss: 7.782959938049316
Epoch: 13820 Loss: 7.779881000518799
Epoch: 13830 Loss: 7.776803016662598
Epoch: 13840 Loss: 7.773726463317871
Epoch: 13850 Loss: 7.7706522941589355
Epoch: 13860 Loss: 7.767578601837158
Epoch: 13870 Loss: 7.764506816864014
Epoch: 13880 Loss: 7.761436462402344
Epoch: 13890 Loss: 7.758367538452148
Epoch: 13900 Loss: 7.755300521850586
Epoch: 13910 Loss: 7.752234935760498
Epoch: 13920 Loss: 7.749170780181885
Epoch: 13930 Loss: 7.746107578277588
Epoch: 13940 Loss: 7.743046760559082
Epoch: 13950 Loss: 7.739986419677734
Epoch: 13960 Loss: 7.736928462982178
Epoch: 13970 Loss: 7.733871936798096
Epoch: 13980 Loss: 7.73081636428833
Epoch: 13990 Loss: 7.727762222290039
Epoch: 14000 Loss: 7.724710464477539
Epoch: 14010 Loss: 7.721660137176514
Epoch: 14020 Loss: 7.718610763549805
Epoch: 14030 Loss: 7.715562343597412
Epoch: 14040 Loss: 7.7125163078308105
Epoch: 14050 Loss: 7.709471225738525
Epoch: 14060 Loss: 7.706428050994873
Epoch: 14070 Loss: 7.703385829925537
Epoch: 14080 Loss: 7.700345516204834
Epoch: 14090 Loss: 7.697307109832764
Epoch: 14100 Loss: 7.69426965713501
Epoch: 14110 Loss: 7.691234111785889
Epoch: 14120 Loss: 7.688199520111084
Epoch: 14130 Loss: 7.685166358947754
Epoch: 14140 Loss: 7.682134628295898
Epoch: 14150 Loss: 7.679105281829834
Epoch: 14160 Loss: 7.676076412200928
Epoch: 14170 Loss: 7.6730499267578125
Epoch: 14180 Loss: 7.670024394989014
Epoch: 14190 Loss: 7.667000770568848
Epoch: 14200 Loss: 7.663978099822998
Epoch: 14210 Loss: 7.660956859588623
Epoch: 14220 Loss: 7.657937526702881
Epoch: 14230 Loss: 7.654919147491455
Epoch: 14240 Loss: 7.651902675628662
Epoch: 14250 Loss: 7.648887634277344
Epoch: 14260 Loss: 7.645874500274658
Epoch: 14270 Loss: 7.642862319946289
Epoch: 14280 Loss: 7.6398515701293945
Epoch: 14290 Loss: 7.636842250823975
Epoch: 14300 Loss: 7.6338348388671875
Epoch: 14310 Loss: 7.630828857421875
Epoch: 14320 Loss: 7.627823829650879
Epoch: 14330 Loss: 7.624820232391357
Epoch: 14340 Loss: 7.621819496154785
Epoch: 14350 Loss: 7.618818283081055
Epoch: 14360 Loss: 7.615819931030273
Epoch: 14370 Loss: 7.612822532653809
Epoch: 14380 Loss: 7.609826564788818
Epoch: 14390 Loss: 7.606832027435303
Epoch: 14400 Loss: 7.60383939743042
Epoch: 14410 Loss: 7.600848197937012
Epoch: 14420 Loss: 7.59785795211792
Epoch: 14430 Loss: 7.594869613647461
Epoch: 14440 Loss: 7.591882705688477
Epoch: 14450 Loss: 7.588897705078125
Epoch: 14460 Loss: 7.58591365814209
Epoch: 14470 Loss: 7.582930564880371
Epoch: 14480 Loss: 7.579949855804443
Epoch: 14490 Loss: 7.576970100402832
Epoch: 14500 Loss: 7.573991298675537
Epoch: 14510 Loss: 7.571014881134033
Epoch: 14520 Loss: 7.568039894104004
Epoch: 14530 Loss: 7.565065860748291
Epoch: 14540 Loss: 7.562093734741211
Epoch: 14550 Loss: 7.559123516082764
Epoch: 14560 Loss: 7.556153297424316
Epoch: 14570 Loss: 7.553185939788818
Epoch: 14580 Loss: 7.550219535827637
Epoch: 14590 Loss: 7.54725456237793
Epoch: 14600 Loss: 7.544291019439697
Epoch: 14610 Loss: 7.541329383850098
Epoch: 14620 Loss: 7.538368225097656
Epoch: 14630 Loss: 7.535409450531006
Epoch: 14640 Loss: 7.532451152801514
Epoch: 14650 Loss: 7.529495716094971
Epoch: 14660 Loss: 7.526540279388428
Epoch: 14670 Loss: 7.523587703704834
Epoch: 14680 Loss: 7.520635604858398
Epoch: 14690 Loss: 7.517685413360596
Epoch: 14700 Loss: 7.514736175537109
Epoch: 14710 Loss: 7.511788845062256
Epoch: 14720 Loss: 7.508843421936035
Epoch: 14730 Loss: 7.505898475646973
Epoch: 14740 Loss: 7.502954959869385
Epoch: 14750 Loss: 7.500013828277588
Epoch: 14760 Loss: 7.497073650360107
Epoch: 14770 Loss: 7.494134902954102
Epoch: 14780 Loss: 7.491197109222412
Epoch: 14790 Loss: 7.488261699676514
Epoch: 14800 Loss: 7.48532772064209
Epoch: 14810 Loss: 7.482394695281982
Epoch: 14820 Loss: 7.47946310043335
Epoch: 14830 Loss: 7.476532936096191
Epoch: 14840 Loss: 7.473604679107666
Epoch: 14850 Loss: 7.470677375793457
Epoch: 14860 Loss: 7.467751979827881
Epoch: 14870 Loss: 7.464827537536621
Epoch: 14880 Loss: 7.461905479431152
Epoch: 14890 Loss: 7.458983421325684
Epoch: 14900 Loss: 7.456064224243164
Epoch: 14910 Loss: 7.453145503997803
Epoch: 14920 Loss: 7.450228691101074
Epoch: 14930 Loss: 7.447312831878662
Epoch: 14940 Loss: 7.444399356842041
Epoch: 14950 Loss: 7.441486835479736
Epoch: 14960 Loss: 7.438575267791748
Epoch: 14970 Loss: 7.435665130615234
Epoch: 14980 Loss: 7.432757377624512
Epoch: 14990 Loss: 7.429849624633789
Epoch: 15000 Loss: 7.426945686340332
Epoch: 15010 Loss: 7.424041748046875
Epoch: 15020 Loss: 7.421138763427734
Epoch: 15030 Loss: 7.418237209320068
Epoch: 15040 Loss: 7.415338039398193
Epoch: 15050 Loss: 7.412439823150635
Epoch: 15060 Loss: 7.409543514251709
Epoch: 15070 Loss: 7.406647682189941
Epoch: 15080 Loss: 7.403753280639648
Epoch: 15090 Loss: 7.400861740112305
Epoch: 15100 Loss: 7.397970199584961
Epoch: 15110 Loss: 7.39508056640625
Epoch: 15120 Loss: 7.392192363739014
Epoch: 15130 Loss: 7.389305114746094
Epoch: 15140 Loss: 7.386420726776123
Epoch: 15150 Loss: 7.383536338806152
Epoch: 15160 Loss: 7.380654335021973
Epoch: 15170 Loss: 7.377773284912109
Epoch: 15180 Loss: 7.374893665313721
Epoch: 15190 Loss: 7.372014999389648
Epoch: 15200 Loss: 7.369139194488525
Epoch: 15210 Loss: 7.366263389587402
Epoch: 15220 Loss: 7.363389492034912
Epoch: 15230 Loss: 7.360517978668213
Epoch: 15240 Loss: 7.357646465301514
Epoch: 15250 Loss: 7.354776859283447
Epoch: 15260 Loss: 7.351909637451172
Epoch: 15270 Loss: 7.3490424156188965
Epoch: 15280 Loss: 7.346177101135254
Epoch: 15290 Loss: 7.343313217163086
Epoch: 15300 Loss: 7.340451717376709
Epoch: 15310 Loss: 7.337590217590332
Epoch: 15320 Loss: 7.334730625152588
Epoch: 15330 Loss: 7.331872463226318
Epoch: 15340 Loss: 7.329015731811523
Epoch: 15350 Loss: 7.326160907745361
Epoch: 15360 Loss: 7.323306560516357
Epoch: 15370 Loss: 7.3204545974731445
Epoch: 15380 Loss: 7.317603588104248
Epoch: 15390 Loss: 7.31475305557251
Epoch: 15400 Loss: 7.311905384063721
Epoch: 15410 Loss: 7.309058666229248
Epoch: 15420 Loss: 7.30621337890625
Epoch: 15430 Loss: 7.303369998931885
Epoch: 15440 Loss: 7.300527095794678
Epoch: 15450 Loss: 7.2976861000061035
Epoch: 15460 Loss: 7.294846057891846
Epoch: 15470 Loss: 7.292007923126221
Epoch: 15480 Loss: 7.289170742034912
Epoch: 15490 Loss: 7.2863359451293945
Epoch: 15500 Loss: 7.283502101898193
Epoch: 15510 Loss: 7.280669212341309
Epoch: 15520 Loss: 7.277837753295898
Epoch: 15530 Loss: 7.275008201599121
Epoch: 15540 Loss: 7.272180080413818
Epoch: 15550 Loss: 7.26935338973999
Epoch: 15560 Loss: 7.266528129577637
Epoch: 15570 Loss: 7.263703346252441
Epoch: 15580 Loss: 7.260880947113037
Epoch: 15590 Loss: 7.258059978485107
Epoch: 15600 Loss: 7.255239486694336
Epoch: 15610 Loss: 7.252420902252197
Epoch: 15620 Loss: 7.249604225158691
Epoch: 15630 Loss: 7.246789455413818
Epoch: 15640 Loss: 7.243974685668945
Epoch: 15650 Loss: 7.241161346435547
Epoch: 15660 Loss: 7.238349914550781
Epoch: 15670 Loss: 7.235540390014648
Epoch: 15680 Loss: 7.232731819152832
Epoch: 15690 Loss: 7.229924201965332
Epoch: 15700 Loss: 7.227118968963623
Epoch: 15710 Loss: 7.224314212799072
Epoch: 15720 Loss: 7.221510887145996
Epoch: 15730 Loss: 7.218709468841553
Epoch: 15740 Loss: 7.215909481048584
Epoch: 15750 Loss: 7.21311092376709
Epoch: 15760 Loss: 7.21031379699707
Epoch: 15770 Loss: 7.207517147064209
Epoch: 15780 Loss: 7.204721927642822
Epoch: 15790 Loss: 7.201929569244385
Epoch: 15800 Loss: 7.199137210845947
Epoch: 15810 Loss: 7.196347713470459
Epoch: 15820 Loss: 7.193558216094971
Epoch: 15830 Loss: 7.190770149230957
Epoch: 15840 Loss: 7.187984466552734
Epoch: 15850 Loss: 7.18519926071167
Epoch: 15860 Loss: 7.182416915893555
Epoch: 15870 Loss: 7.179633617401123
Epoch: 15880 Loss: 7.176853656768799
Epoch: 15890 Loss: 7.174074172973633
Epoch: 15900 Loss: 7.171296119689941
Epoch: 15910 Loss: 7.168519973754883
Epoch: 15920 Loss: 7.165745258331299
Epoch: 15930 Loss: 7.162971019744873
Epoch: 15940 Loss: 7.16019868850708
Epoch: 15950 Loss: 7.157427787780762
Epoch: 15960 Loss: 7.15465784072876
Epoch: 15970 Loss: 7.151889324188232
Epoch: 15980 Loss: 7.149123191833496
Epoch: 15990 Loss: 7.146358489990234
Epoch: 16000 Loss: 7.143594264984131
Epoch: 16010 Loss: 7.140830993652344
Epoch: 16020 Loss: 7.138070583343506
Epoch: 16030 Loss: 7.135310649871826
Epoch: 16040 Loss: 7.132552146911621
Epoch: 16050 Loss: 7.129794597625732
Epoch: 16060 Loss: 7.127038955688477
Epoch: 16070 Loss: 7.124285697937012
Epoch: 16080 Loss: 7.121531963348389
Epoch: 16090 Loss: 7.118780136108398
Epoch: 16100 Loss: 7.116030693054199
Epoch: 16110 Loss: 7.113281726837158
Epoch: 16120 Loss: 7.11053466796875
Epoch: 16130 Loss: 7.1077880859375
Epoch: 16140 Loss: 7.105043888092041
Epoch: 16150 Loss: 7.102300643920898
Epoch: 16160 Loss: 7.099558353424072
Epoch: 16170 Loss: 7.096817970275879
Epoch: 16180 Loss: 7.09407901763916
Epoch: 16190 Loss: 7.091341495513916
Epoch: 16200 Loss: 7.08860445022583
Epoch: 16210 Loss: 7.085870265960693
Epoch: 16220 Loss: 7.083136558532715
Epoch: 16230 Loss: 7.080403804779053
Epoch: 16240 Loss: 7.077672958374023
Epoch: 16250 Loss: 7.074943542480469
Epoch: 16260 Loss: 7.072215557098389
Epoch: 16270 Loss: 7.069489479064941
Epoch: 16280 Loss: 7.066763877868652
Epoch: 16290 Loss: 7.06403923034668
Epoch: 16300 Loss: 7.061316967010498
Epoch: 16310 Loss: 7.058596134185791
Epoch: 16320 Loss: 7.055875778198242
Epoch: 16330 Loss: 7.053157806396484
Epoch: 16340 Loss: 7.050440311431885
Epoch: 16350 Loss: 7.04772424697876
Epoch: 16360 Loss: 7.045010089874268
Epoch: 16370 Loss: 7.04229736328125
Epoch: 16380 Loss: 7.039584636688232
Epoch: 16390 Loss: 7.036874771118164
Epoch: 16400 Loss: 7.03416633605957
Epoch: 16410 Loss: 7.031458377838135
Epoch: 16420 Loss: 7.028752326965332
Epoch: 16430 Loss: 7.026047229766846
Epoch: 16440 Loss: 7.023344039916992
Epoch: 16450 Loss: 7.020641803741455
Epoch: 16460 Loss: 7.017940521240234
Epoch: 16470 Loss: 7.0152411460876465
Epoch: 16480 Loss: 7.012542724609375
Epoch: 16490 Loss: 7.009846210479736
Epoch: 16500 Loss: 7.007150650024414
Epoch: 16510 Loss: 7.004457473754883
Epoch: 16520 Loss: 7.00176477432251
Epoch: 16530 Loss: 6.999073505401611
Epoch: 16540 Loss: 6.996382713317871
Epoch: 16550 Loss: 6.99369478225708
Epoch: 16560 Loss: 6.991006851196289
Epoch: 16570 Loss: 6.988321304321289
Epoch: 16580 Loss: 6.985637187957764
Epoch: 16590 Loss: 6.9829535484313965
Epoch: 16600 Loss: 6.98027229309082
Epoch: 16610 Loss: 6.977591514587402
Epoch: 16620 Loss: 6.974912643432617
Epoch: 16630 Loss: 6.97223424911499
Epoch: 16640 Loss: 6.969557762145996
Epoch: 16650 Loss: 6.966882228851318
Epoch: 16660 Loss: 6.96420955657959
Epoch: 16670 Loss: 6.961536884307861
Epoch: 16680 Loss: 6.958865642547607
Epoch: 16690 Loss: 6.956196308135986
Epoch: 16700 Loss: 6.953527450561523
Epoch: 16710 Loss: 6.950860500335693
Epoch: 16720 Loss: 6.948194980621338
Epoch: 16730 Loss: 6.945530891418457
Epoch: 16740 Loss: 6.942867755889893
Epoch: 16750 Loss: 6.940206050872803
Epoch: 16760 Loss: 6.937546253204346
Epoch: 16770 Loss: 6.934887409210205
Epoch: 16780 Loss: 6.932229995727539
Epoch: 16790 Loss: 6.929574012756348
Epoch: 16800 Loss: 6.926918983459473
Epoch: 16810 Loss: 6.924264907836914
Epoch: 16820 Loss: 6.9216132164001465
Epoch: 16830 Loss: 6.918962478637695
Epoch: 16840 Loss: 6.916312217712402
Epoch: 16850 Loss: 6.9136643409729
Epoch: 16860 Loss: 6.911017417907715
Epoch: 16870 Loss: 6.908371925354004
Epoch: 16880 Loss: 6.905727386474609
Epoch: 16890 Loss: 6.903084754943848
Epoch: 16900 Loss: 6.9004435539245605
Epoch: 16910 Loss: 6.89780330657959
Epoch: 16920 Loss: 6.895164489746094
Epoch: 16930 Loss: 6.892526626586914
Epoch: 16940 Loss: 6.889891147613525
Epoch: 16950 Loss: 6.887255668640137
Epoch: 16960 Loss: 6.884622573852539
Epoch: 16970 Loss: 6.881990909576416
Epoch: 16980 Loss: 6.879359722137451
Epoch: 16990 Loss: 6.876729488372803
Epoch: 17000 Loss: 6.8741021156311035
Epoch: 17010 Loss: 6.871474266052246
Epoch: 17020 Loss: 6.868849277496338
Epoch: 17030 Loss: 6.866225242614746
Epoch: 17040 Loss: 6.863602161407471
Epoch: 17050 Loss: 6.860981464385986
Epoch: 17060 Loss: 6.858360290527344
Epoch: 17070 Loss: 6.855741500854492
Epoch: 17080 Loss: 6.853124141693115
Epoch: 17090 Loss: 6.850507736206055
Epoch: 17100 Loss: 6.847892761230469
Epoch: 17110 Loss: 6.845279216766357
Epoch: 17120 Loss: 6.842667102813721
Epoch: 17130 Loss: 6.8400559425354
Epoch: 17140 Loss: 6.837446212768555
Epoch: 17150 Loss: 6.834837913513184
Epoch: 17160 Loss: 6.832231521606445
Epoch: 17170 Loss: 6.829625129699707
Epoch: 17180 Loss: 6.82702112197876
Epoch: 17190 Loss: 6.824418067932129
Epoch: 17200 Loss: 6.821816444396973
Epoch: 17210 Loss: 6.819216251373291
Epoch: 17220 Loss: 6.816617488861084
Epoch: 17230 Loss: 6.814019680023193
Epoch: 17240 Loss: 6.811423301696777
Epoch: 17250 Loss: 6.808827877044678
Epoch: 17260 Loss: 6.806233882904053
Epoch: 17270 Loss: 6.803641319274902
Epoch: 17280 Loss: 6.801049709320068
Epoch: 17290 Loss: 6.798460006713867
Epoch: 17300 Loss: 6.795871257781982
Epoch: 17310 Loss: 6.793284893035889
Epoch: 17320 Loss: 6.790698528289795
Epoch: 17330 Loss: 6.788113117218018
Epoch: 17340 Loss: 6.785531044006348
Epoch: 17350 Loss: 6.782948017120361
Epoch: 17360 Loss: 6.780367851257324
Epoch: 17370 Loss: 6.7777886390686035
Epoch: 17380 Loss: 6.775209903717041
Epoch: 17390 Loss: 6.772634029388428
Epoch: 17400 Loss: 6.770057678222656
Epoch: 17410 Loss: 6.767483234405518
Epoch: 17420 Loss: 6.764910697937012
Epoch: 17430 Loss: 6.762339115142822
Epoch: 17440 Loss: 6.759768962860107
Epoch: 17450 Loss: 6.757199764251709
Epoch: 17460 Loss: 6.754632472991943
Epoch: 17470 Loss: 6.752065658569336
Epoch: 17480 Loss: 6.749500751495361
Epoch: 17490 Loss: 6.746937274932861
Epoch: 17500 Loss: 6.744374752044678
Epoch: 17510 Loss: 6.7418131828308105
Epoch: 17520 Loss: 6.739253520965576
Epoch: 17530 Loss: 6.736695289611816
Epoch: 17540 Loss: 6.734138011932373
Epoch: 17550 Loss: 6.731581687927246
Epoch: 17560 Loss: 6.72902774810791
Epoch: 17570 Loss: 6.726473808288574
Epoch: 17580 Loss: 6.723921775817871
Epoch: 17590 Loss: 6.721371173858643
Epoch: 17600 Loss: 6.718822002410889
Epoch: 17610 Loss: 6.716272830963135
Epoch: 17620 Loss: 6.71372652053833
Epoch: 17630 Loss: 6.711180686950684
Epoch: 17640 Loss: 6.70863676071167
Epoch: 17650 Loss: 6.706093788146973
Epoch: 17660 Loss: 6.70355224609375
Epoch: 17670 Loss: 6.701011657714844
Epoch: 17680 Loss: 6.69847297668457
Epoch: 17690 Loss: 6.695934295654297
Epoch: 17700 Loss: 6.693398475646973
Epoch: 17710 Loss: 6.690862655639648
Epoch: 17720 Loss: 6.688328742980957
Epoch: 17730 Loss: 6.68579626083374
Epoch: 17740 Loss: 6.68326473236084
Epoch: 17750 Loss: 6.680734634399414
Epoch: 17760 Loss: 6.678205490112305
Epoch: 17770 Loss: 6.67567777633667
Epoch: 17780 Loss: 6.673152446746826
Epoch: 17790 Loss: 6.670627117156982
Epoch: 17800 Loss: 6.668102741241455
Epoch: 17810 Loss: 6.665580749511719
Epoch: 17820 Loss: 6.663059711456299
Epoch: 17830 Loss: 6.6605401039123535
Epoch: 17840 Loss: 6.658020973205566
Epoch: 17850 Loss: 6.65550422668457
Epoch: 17860 Loss: 6.652987957000732
Epoch: 17870 Loss: 6.650473594665527
Epoch: 17880 Loss: 6.647960186004639
Epoch: 17890 Loss: 6.645447254180908
Epoch: 17900 Loss: 6.642936706542969
Epoch: 17910 Loss: 6.640427112579346
Epoch: 17920 Loss: 6.637918472290039
Epoch: 17930 Loss: 6.635411262512207
Epoch: 17940 Loss: 6.632905960083008
Epoch: 17950 Loss: 6.630401611328125
Epoch: 17960 Loss: 6.6278977394104
Epoch: 17970 Loss: 6.625395774841309
Epoch: 17980 Loss: 6.622894763946533
Epoch: 17990 Loss: 6.620395183563232
Epoch: 18000 Loss: 6.617897987365723
Epoch: 18010 Loss: 6.615400791168213
Epoch: 18020 Loss: 6.612905025482178
Epoch: 18030 Loss: 6.610410690307617
Epoch: 18040 Loss: 6.607917308807373
Epoch: 18050 Loss: 6.605425834655762
Epoch: 18060 Loss: 6.60293436050415
Epoch: 18070 Loss: 6.6004462242126465
Epoch: 18080 Loss: 6.597958087921143
Epoch: 18090 Loss: 6.595470905303955
Epoch: 18100 Loss: 6.5929856300354
Epoch: 18110 Loss: 6.59050178527832
Epoch: 18120 Loss: 6.588018417358398
Epoch: 18130 Loss: 6.585536956787109
Epoch: 18140 Loss: 6.583056449890137
Epoch: 18150 Loss: 6.580577373504639
Epoch: 18160 Loss: 6.578099250793457
Epoch: 18170 Loss: 6.575623035430908
Epoch: 18180 Loss: 6.573147296905518
Epoch: 18190 Loss: 6.57067346572876
Epoch: 18200 Loss: 6.568200588226318
Epoch: 18210 Loss: 6.565728664398193
Epoch: 18220 Loss: 6.563258647918701
Epoch: 18230 Loss: 6.560789585113525
Epoch: 18240 Loss: 6.558321475982666
Epoch: 18250 Loss: 6.555855751037598
Epoch: 18260 Loss: 6.553389549255371
Epoch: 18270 Loss: 6.5509257316589355
Epoch: 18280 Loss: 6.548462867736816
Epoch: 18290 Loss: 6.546001434326172
Epoch: 18300 Loss: 6.543540954589844
Epoch: 18310 Loss: 6.541081428527832
Epoch: 18320 Loss: 6.538624286651611
Epoch: 18330 Loss: 6.536168098449707
Epoch: 18340 Loss: 6.533711910247803
Epoch: 18350 Loss: 6.531258583068848
Epoch: 18360 Loss: 6.528806209564209
Epoch: 18370 Loss: 6.5263543128967285
Epoch: 18380 Loss: 6.523903846740723
Epoch: 18390 Loss: 6.521454811096191
Epoch: 18400 Loss: 6.519007205963135
Epoch: 18410 Loss: 6.516560077667236
Epoch: 18420 Loss: 6.514114856719971
Epoch: 18430 Loss: 6.51167106628418
Epoch: 18440 Loss: 6.509228229522705
Epoch: 18450 Loss: 6.506786346435547
Epoch: 18460 Loss: 6.5043463706970215
Epoch: 18470 Loss: 6.5019073486328125
Epoch: 18480 Loss: 6.49946928024292
Epoch: 18490 Loss: 6.49703311920166
Epoch: 18500 Loss: 6.494597434997559
Epoch: 18510 Loss: 6.492162704467773
Epoch: 18520 Loss: 6.489729881286621
Epoch: 18530 Loss: 6.487298488616943
Epoch: 18540 Loss: 6.48486852645874
Epoch: 18550 Loss: 6.482439041137695
Epoch: 18560 Loss: 6.480010986328125
Epoch: 18570 Loss: 6.4775848388671875
Epoch: 18580 Loss: 6.47515869140625
Epoch: 18590 Loss: 6.4727349281311035
Epoch: 18600 Loss: 6.470311641693115
Epoch: 18610 Loss: 6.46789026260376
Epoch: 18620 Loss: 6.465469837188721
Epoch: 18630 Loss: 6.463050365447998
Epoch: 18640 Loss: 6.46063232421875
Epoch: 18650 Loss: 6.458215236663818
Epoch: 18660 Loss: 6.455799579620361
Epoch: 18670 Loss: 6.453384876251221
Epoch: 18680 Loss: 6.450972080230713
Epoch: 18690 Loss: 6.4485602378845215
Epoch: 18700 Loss: 6.446149826049805
Epoch: 18710 Loss: 6.443739891052246
Epoch: 18720 Loss: 6.44133186340332
Epoch: 18730 Loss: 6.438924312591553
Epoch: 18740 Loss: 6.436519622802734
Epoch: 18750 Loss: 6.434114933013916
Epoch: 18760 Loss: 6.431711196899414
Epoch: 18770 Loss: 6.429308891296387
Epoch: 18780 Loss: 6.426908493041992
Epoch: 18790 Loss: 6.424509048461914
Epoch: 18800 Loss: 6.422110557556152
Epoch: 18810 Loss: 6.419713020324707
Epoch: 18820 Loss: 6.4173173904418945
Epoch: 18830 Loss: 6.41492223739624
Epoch: 18840 Loss: 6.4125285148620605
Epoch: 18850 Loss: 6.410136699676514
Epoch: 18860 Loss: 6.407745361328125
Epoch: 18870 Loss: 6.405354976654053
Epoch: 18880 Loss: 6.4029669761657715
Epoch: 18890 Loss: 6.40057897567749
Epoch: 18900 Loss: 6.398192405700684
Epoch: 18910 Loss: 6.39580774307251
Epoch: 18920 Loss: 6.393424034118652
Epoch: 18930 Loss: 6.391041278839111
Epoch: 18940 Loss: 6.388659954071045
Epoch: 18950 Loss: 6.386279582977295
Epoch: 18960 Loss: 6.3839006423950195
Epoch: 18970 Loss: 6.381523132324219
Epoch: 18980 Loss: 6.379146575927734
Epoch: 18990 Loss: 6.376770973205566
Epoch: 19000 Loss: 6.374396800994873
Epoch: 19010 Loss: 6.3720245361328125
Epoch: 19020 Loss: 6.369651794433594
Epoch: 19030 Loss: 6.367281436920166
Epoch: 19040 Loss: 6.364912033081055
Epoch: 19050 Loss: 6.362544536590576
Epoch: 19060 Loss: 6.360177516937256
Epoch: 19070 Loss: 6.35781192779541
Epoch: 19080 Loss: 6.355447769165039
Epoch: 19090 Loss: 6.353084564208984
Epoch: 19100 Loss: 6.350722312927246
Epoch: 19110 Loss: 6.348361015319824
Epoch: 19120 Loss: 6.346001625061035
Epoch: 19130 Loss: 6.3436431884765625
Epoch: 19140 Loss: 6.341285228729248
Epoch: 19150 Loss: 6.338929176330566
Epoch: 19160 Loss: 6.336574554443359
Epoch: 19170 Loss: 6.334220886230469
Epoch: 19180 Loss: 6.331868648529053
Epoch: 19190 Loss: 6.329516887664795
Epoch: 19200 Loss: 6.32716703414917
Epoch: 19210 Loss: 6.3248186111450195
Epoch: 19220 Loss: 6.322470664978027
Epoch: 19230 Loss: 6.32012414932251
Epoch: 19240 Loss: 6.317779541015625
Epoch: 19250 Loss: 6.315434455871582
Epoch: 19260 Loss: 6.31309175491333
Epoch: 19270 Loss: 6.310750484466553
Epoch: 19280 Loss: 6.308409690856934
Epoch: 19290 Loss: 6.306070327758789
Epoch: 19300 Loss: 6.303732395172119
Epoch: 19310 Loss: 6.301394939422607
Epoch: 19320 Loss: 6.2990593910217285
Epoch: 19330 Loss: 6.296724796295166
Epoch: 19340 Loss: 6.294392108917236
Epoch: 19350 Loss: 6.292059421539307
Epoch: 19360 Loss: 6.289728164672852
Epoch: 19370 Loss: 6.287398338317871
Epoch: 19380 Loss: 6.285069942474365
Epoch: 19390 Loss: 6.282742023468018
Epoch: 19400 Loss: 6.280416011810303
Epoch: 19410 Loss: 6.2780914306640625
Epoch: 19420 Loss: 6.275767803192139
Epoch: 19430 Loss: 6.273444652557373
Epoch: 19440 Loss: 6.271122932434082
Epoch: 19450 Loss: 6.268802165985107
Epoch: 19460 Loss: 6.266482830047607
Epoch: 19470 Loss: 6.264164924621582
Epoch: 19480 Loss: 6.261848449707031
Epoch: 19490 Loss: 6.259532928466797
Epoch: 19500 Loss: 6.257218360900879
Epoch: 19510 Loss: 6.2549052238464355
Epoch: 19520 Loss: 6.25259256362915
Epoch: 19530 Loss: 6.250281810760498
Epoch: 19540 Loss: 6.24797248840332
Epoch: 19550 Loss: 6.245664119720459
Epoch: 19560 Loss: 6.243356704711914
Epoch: 19570 Loss: 6.2410502433776855
Epoch: 19580 Loss: 6.238745212554932
Epoch: 19590 Loss: 6.236441135406494
Epoch: 19600 Loss: 6.234138488769531
Epoch: 19610 Loss: 6.231836795806885
Epoch: 19620 Loss: 6.229536056518555
Epoch: 19630 Loss: 6.227237224578857
Epoch: 19640 Loss: 6.224939346313477
Epoch: 19650 Loss: 6.222641944885254
Epoch: 19660 Loss: 6.220346450805664
Epoch: 19670 Loss: 6.218051433563232
Epoch: 19680 Loss: 6.21575927734375
Epoch: 19690 Loss: 6.213466644287109
Epoch: 19700 Loss: 6.211175441741943
Epoch: 19710 Loss: 6.208885192871094
Epoch: 19720 Loss: 6.206596374511719
Epoch: 19730 Loss: 6.204309463500977
Epoch: 19740 Loss: 6.202022552490234
Epoch: 19750 Loss: 6.199738025665283
Epoch: 19760 Loss: 6.197453498840332
Epoch: 19770 Loss: 6.195170879364014
Epoch: 19780 Loss: 6.192889213562012
Epoch: 19790 Loss: 6.190608501434326
Epoch: 19800 Loss: 6.188328742980957
Epoch: 19810 Loss: 6.186050891876221
Epoch: 19820 Loss: 6.183773040771484
Epoch: 19830 Loss: 6.181497573852539
Epoch: 19840 Loss: 6.179222106933594
Epoch: 19850 Loss: 6.176949501037598
Epoch: 19860 Loss: 6.174676418304443
Epoch: 19870 Loss: 6.172405242919922
Epoch: 19880 Loss: 6.170135498046875
Epoch: 19890 Loss: 6.167866230010986
Epoch: 19900 Loss: 6.165597915649414
Epoch: 19910 Loss: 6.163331031799316
Epoch: 19920 Loss: 6.161065578460693
Epoch: 19930 Loss: 6.158801078796387
Epoch: 19940 Loss: 6.156538009643555
Epoch: 19950 Loss: 6.154276371002197
Epoch: 19960 Loss: 6.152015209197998
Epoch: 19970 Loss: 6.149755954742432
Epoch: 19980 Loss: 6.147496223449707
Epoch: 19990 Loss: 6.145239353179932
Epoch: 20000 Loss: 6.142983436584473
Epoch: 20010 Loss: 6.140727519989014
Epoch: 20020 Loss: 6.1384735107421875
Epoch: 20030 Loss: 6.136220455169678
Epoch: 20040 Loss: 6.133968353271484
Epoch: 20050 Loss: 6.131718158721924
Epoch: 20060 Loss: 6.12946891784668
Epoch: 20070 Loss: 6.127220153808594
Epoch: 20080 Loss: 6.124972820281982
Epoch: 20090 Loss: 6.122726917266846
Epoch: 20100 Loss: 6.120481967926025
Epoch: 20110 Loss: 6.11823844909668
Epoch: 20120 Loss: 6.115995407104492
Epoch: 20130 Loss: 6.113753318786621
Epoch: 20140 Loss: 6.111513614654541
Epoch: 20150 Loss: 6.109274387359619
Epoch: 20160 Loss: 6.107036113739014
Epoch: 20170 Loss: 6.104799270629883
Epoch: 20180 Loss: 6.10256290435791
Epoch: 20190 Loss: 6.10032844543457
Epoch: 20200 Loss: 6.098094463348389
Epoch: 20210 Loss: 6.095862865447998
Epoch: 20220 Loss: 6.093630790710449
Epoch: 20230 Loss: 6.091401100158691
Epoch: 20240 Loss: 6.089170932769775
Epoch: 20250 Loss: 6.08694314956665
Epoch: 20260 Loss: 6.084716796875
Epoch: 20270 Loss: 6.082490921020508
Epoch: 20280 Loss: 6.080265998840332
Epoch: 20290 Loss: 6.078042984008789
Epoch: 20300 Loss: 6.075819969177246
Epoch: 20310 Loss: 6.073599815368652
Epoch: 20320 Loss: 6.0713791847229
Epoch: 20330 Loss: 6.069159984588623
Epoch: 20340 Loss: 6.0669426918029785
Epoch: 20350 Loss: 6.064725875854492
Epoch: 20360 Loss: 6.062510013580322
Epoch: 20370 Loss: 6.060296058654785
Epoch: 20380 Loss: 6.058082103729248
Epoch: 20390 Loss: 6.055870056152344
Epoch: 20400 Loss: 6.053659439086914
Epoch: 20410 Loss: 6.051449298858643
Epoch: 20420 Loss: 6.049240589141846
Epoch: 20430 Loss: 6.047032833099365
Epoch: 20440 Loss: 6.044826030731201
Epoch: 20450 Loss: 6.042620658874512
Epoch: 20460 Loss: 6.040416240692139
Epoch: 20470 Loss: 6.038212776184082
Epoch: 20480 Loss: 6.0360107421875
Epoch: 20490 Loss: 6.033809661865234
Epoch: 20500 Loss: 6.031610012054443
Epoch: 20510 Loss: 6.0294108390808105
Epoch: 20520 Loss: 6.027213096618652
Epoch: 20530 Loss: 6.0250163078308105
Epoch: 20540 Loss: 6.022820949554443
Epoch: 20550 Loss: 6.020626068115234
Epoch: 20560 Loss: 6.018433094024658
Epoch: 20570 Loss: 6.016241550445557
Epoch: 20580 Loss: 6.014050006866455
Epoch: 20590 Loss: 6.011860370635986
Epoch: 20600 Loss: 6.009670734405518
Epoch: 20610 Loss: 6.00748348236084
Epoch: 20620 Loss: 6.00529670715332
Epoch: 20630 Loss: 6.003111362457275
Epoch: 20640 Loss: 6.000926494598389
Epoch: 20650 Loss: 5.998743534088135
Epoch: 20660 Loss: 5.996561050415039
Epoch: 20670 Loss: 5.99437952041626
Epoch: 20680 Loss: 5.9922003746032715
Epoch: 20690 Loss: 5.990021228790283
Epoch: 20700 Loss: 5.9878435134887695
Epoch: 20710 Loss: 5.985666275024414
Epoch: 20720 Loss: 5.983490943908691
Epoch: 20730 Loss: 5.981317043304443
Epoch: 20740 Loss: 5.979143142700195
Epoch: 20750 Loss: 5.976970672607422
Epoch: 20760 Loss: 5.974799633026123
Epoch: 20770 Loss: 5.972629070281982
Epoch: 20780 Loss: 5.970459938049316
Epoch: 20790 Loss: 5.968292236328125
Epoch: 20800 Loss: 5.966125965118408
Epoch: 20810 Loss: 5.963959693908691
Epoch: 20820 Loss: 5.961794853210449
Epoch: 20830 Loss: 5.959631443023682
Epoch: 20840 Loss: 5.957469463348389
Epoch: 20850 Loss: 5.955307483673096
Epoch: 20860 Loss: 5.953146934509277
Epoch: 20870 Loss: 5.95098876953125
Epoch: 20880 Loss: 5.948829650878906
Epoch: 20890 Loss: 5.946673393249512
Epoch: 20900 Loss: 5.944516658782959
Epoch: 20910 Loss: 5.942361831665039
Epoch: 20920 Loss: 5.9402079582214355
Epoch: 20930 Loss: 5.938055515289307
Epoch: 20940 Loss: 5.935904502868652
Epoch: 20950 Loss: 5.933753490447998
Epoch: 20960 Loss: 5.931603908538818
Epoch: 20970 Loss: 5.929455280303955
Epoch: 20980 Loss: 5.927308082580566
Epoch: 20990 Loss: 5.925162315368652
Epoch: 21000 Loss: 5.923017501831055
Epoch: 21010 Loss: 5.920872688293457
Epoch: 21020 Loss: 5.91873025894165
Epoch: 21030 Loss: 5.916587829589844
Epoch: 21040 Loss: 5.91444730758667
Epoch: 21050 Loss: 5.9123077392578125
Epoch: 21060 Loss: 5.9101691246032715
Epoch: 21070 Loss: 5.908031463623047
Epoch: 21080 Loss: 5.905894756317139
Epoch: 21090 Loss: 5.903759479522705
Epoch: 21100 Loss: 5.901625156402588
Epoch: 21110 Loss: 5.899492263793945
Epoch: 21120 Loss: 5.897359371185303
Epoch: 21130 Loss: 5.895227909088135
Epoch: 21140 Loss: 5.893098831176758
Epoch: 21150 Loss: 5.890969276428223
Epoch: 21160 Loss: 5.88884162902832
Epoch: 21170 Loss: 5.886714935302734
Epoch: 21180 Loss: 5.884589195251465
Epoch: 21190 Loss: 5.882464408874512
Epoch: 21200 Loss: 5.880340576171875
Epoch: 21210 Loss: 5.878218173980713
Epoch: 21220 Loss: 5.876096248626709
Epoch: 21230 Loss: 5.873976230621338
Epoch: 21240 Loss: 5.871856689453125
Epoch: 21250 Loss: 5.869738578796387
Epoch: 21260 Loss: 5.867620944976807
Epoch: 21270 Loss: 5.865505218505859
Epoch: 21280 Loss: 5.86338996887207
Epoch: 21290 Loss: 5.861275672912598
Epoch: 21300 Loss: 5.859163284301758
Epoch: 21310 Loss: 5.857051372528076
Epoch: 21320 Loss: 5.854939937591553
Epoch: 21330 Loss: 5.852829933166504
Epoch: 21340 Loss: 5.85072135925293
Epoch: 21350 Loss: 5.848613739013672
Epoch: 21360 Loss: 5.846506595611572
Epoch: 21370 Loss: 5.844401836395264
Epoch: 21380 Loss: 5.842297077178955
Epoch: 21390 Loss: 5.840193748474121
Epoch: 21400 Loss: 5.838090896606445
Epoch: 21410 Loss: 5.835989952087402
Epoch: 21420 Loss: 5.833889007568359
Epoch: 21430 Loss: 5.831789493560791
Epoch: 21440 Loss: 5.829691410064697
Epoch: 21450 Loss: 5.827595233917236
Epoch: 21460 Loss: 5.825498104095459
Epoch: 21470 Loss: 5.823403358459473
Epoch: 21480 Loss: 5.8213090896606445
Epoch: 21490 Loss: 5.819216251373291
Epoch: 21500 Loss: 5.817123889923096
Epoch: 21510 Loss: 5.815032958984375
Epoch: 21520 Loss: 5.812942981719971
Epoch: 21530 Loss: 5.810854434967041
Epoch: 21540 Loss: 5.808766841888428
Epoch: 21550 Loss: 5.806679725646973
Epoch: 21560 Loss: 5.80459451675415
Epoch: 21570 Loss: 5.802509784698486
Epoch: 21580 Loss: 5.800426006317139
Epoch: 21590 Loss: 5.798343181610107
Epoch: 21600 Loss: 5.796262264251709
Epoch: 21610 Loss: 5.7941813468933105
Epoch: 21620 Loss: 5.792101860046387
Epoch: 21630 Loss: 5.7900238037109375
Epoch: 21640 Loss: 5.7879462242126465
Epoch: 21650 Loss: 5.785869598388672
Epoch: 21660 Loss: 5.783794403076172
Epoch: 21670 Loss: 5.78171968460083
Epoch: 21680 Loss: 5.779646396636963
Epoch: 21690 Loss: 5.77757453918457
Epoch: 21700 Loss: 5.775502681732178
Epoch: 21710 Loss: 5.773433208465576
Epoch: 21720 Loss: 5.771363258361816
Epoch: 21730 Loss: 5.769295692443848
Epoch: 21740 Loss: 5.767229080200195
Epoch: 21750 Loss: 5.765161991119385
Epoch: 21760 Loss: 5.763096809387207
Epoch: 21770 Loss: 5.76103401184082
Epoch: 21780 Loss: 5.758970737457275
Epoch: 21790 Loss: 5.756907939910889
Epoch: 21800 Loss: 5.754847049713135
Epoch: 21810 Loss: 5.752788066864014
Epoch: 21820 Loss: 5.750728607177734
Epoch: 21830 Loss: 5.74867057800293
Epoch: 21840 Loss: 5.746613502502441
Epoch: 21850 Loss: 5.744557857513428
Epoch: 21860 Loss: 5.742503643035889
Epoch: 21870 Loss: 5.740449905395508
Epoch: 21880 Loss: 5.738397121429443
Epoch: 21890 Loss: 5.736345291137695
Epoch: 21900 Loss: 5.734294414520264
Epoch: 21910 Loss: 5.732244968414307
Epoch: 21920 Loss: 5.730196475982666
Epoch: 21930 Loss: 5.728147983551025
Epoch: 21940 Loss: 5.726102352142334
Epoch: 21950 Loss: 5.724056243896484
Epoch: 21960 Loss: 5.722011566162109
Epoch: 21970 Loss: 5.719968318939209
Epoch: 21980 Loss: 5.717925071716309
Epoch: 21990 Loss: 5.715883731842041
Epoch: 22000 Loss: 5.71384334564209
Epoch: 22010 Loss: 5.711803913116455
Epoch: 22020 Loss: 5.709765434265137
Epoch: 22030 Loss: 5.707726955413818
Epoch: 22040 Loss: 5.705690860748291
Epoch: 22050 Loss: 5.703655242919922
Epoch: 22060 Loss: 5.701621055603027
Epoch: 22070 Loss: 5.699587345123291
Epoch: 22080 Loss: 5.697554588317871
Epoch: 22090 Loss: 5.695523738861084
Epoch: 22100 Loss: 5.693492889404297
Epoch: 22110 Loss: 5.691463470458984
Epoch: 22120 Loss: 5.68943452835083
Epoch: 22130 Loss: 5.68740701675415
Epoch: 22140 Loss: 5.685380935668945
Epoch: 22150 Loss: 5.68335485458374
Epoch: 22160 Loss: 5.681331157684326
Epoch: 22170 Loss: 5.67930793762207
Epoch: 22180 Loss: 5.677285194396973
Epoch: 22190 Loss: 5.675262928009033
Epoch: 22200 Loss: 5.673242568969727
Epoch: 22210 Loss: 5.671223163604736
Epoch: 22220 Loss: 5.6692047119140625
Epoch: 22230 Loss: 5.667187213897705
Epoch: 22240 Loss: 5.665170669555664
Epoch: 22250 Loss: 5.663155555725098
Epoch: 22260 Loss: 5.661140441894531
Epoch: 22270 Loss: 5.659127235412598
Epoch: 22280 Loss: 5.657114028930664
Epoch: 22290 Loss: 5.655102252960205
Epoch: 22300 Loss: 5.653091907501221
Epoch: 22310 Loss: 5.651082515716553
Epoch: 22320 Loss: 5.649074077606201
Epoch: 22330 Loss: 5.647066593170166
Epoch: 22340 Loss: 5.645059585571289
Epoch: 22350 Loss: 5.643054008483887
Epoch: 22360 Loss: 5.641049861907959
Epoch: 22370 Loss: 5.639045715332031
Epoch: 22380 Loss: 5.637043476104736
Epoch: 22390 Loss: 5.635041236877441
Epoch: 22400 Loss: 5.633040428161621
Epoch: 22410 Loss: 5.631041049957275
Epoch: 22420 Loss: 5.62904167175293
Epoch: 22430 Loss: 5.627044677734375
Epoch: 22440 Loss: 5.62504768371582
Epoch: 22450 Loss: 5.623051643371582
Epoch: 22460 Loss: 5.621057033538818
Epoch: 22470 Loss: 5.619062900543213
Epoch: 22480 Loss: 5.617070198059082
Epoch: 22490 Loss: 5.615077972412109
Epoch: 22500 Loss: 5.613087177276611
Epoch: 22510 Loss: 5.61109733581543
Epoch: 22520 Loss: 5.609108924865723
Epoch: 22530 Loss: 5.607120037078857
Epoch: 22540 Loss: 5.605133056640625
Epoch: 22550 Loss: 5.603147029876709
Epoch: 22560 Loss: 5.601161956787109
Epoch: 22570 Loss: 5.599178314208984
Epoch: 22580 Loss: 5.597194671630859
Epoch: 22590 Loss: 5.595212459564209
Epoch: 22600 Loss: 5.593231201171875
Epoch: 22610 Loss: 5.591250896453857
Epoch: 22620 Loss: 5.589271545410156
Epoch: 22630 Loss: 5.58729362487793
Epoch: 22640 Loss: 5.585316181182861
Epoch: 22650 Loss: 5.583339691162109
Epoch: 22660 Loss: 5.581364631652832
Epoch: 22670 Loss: 5.579389572143555
Epoch: 22680 Loss: 5.57741641998291
Epoch: 22690 Loss: 5.575442790985107
Epoch: 22700 Loss: 5.573471546173096
Epoch: 22710 Loss: 5.5715012550354
Epoch: 22720 Loss: 5.5695319175720215
Epoch: 22730 Loss: 5.567563533782959
Epoch: 22740 Loss: 5.565595626831055
Epoch: 22750 Loss: 5.563629150390625
Epoch: 22760 Loss: 5.561662673950195
Epoch: 22770 Loss: 5.55969762802124
Epoch: 22780 Loss: 5.55773401260376
Epoch: 22790 Loss: 5.555771350860596
Epoch: 22800 Loss: 5.553808689117432
Epoch: 22810 Loss: 5.5518479347229
Epoch: 22820 Loss: 5.549887657165527
Epoch: 22830 Loss: 5.547928333282471
Epoch: 22840 Loss: 5.545970439910889
Epoch: 22850 Loss: 5.544013500213623
Epoch: 22860 Loss: 5.542056560516357
Epoch: 22870 Loss: 5.540101051330566
Epoch: 22880 Loss: 5.53814697265625
Epoch: 22890 Loss: 5.53619384765625
Epoch: 22900 Loss: 5.53424072265625
Epoch: 22910 Loss: 5.532289981842041
Epoch: 22920 Loss: 5.530339241027832
Epoch: 22930 Loss: 5.528389930725098
Epoch: 22940 Loss: 5.526440143585205
Epoch: 22950 Loss: 5.5244927406311035
Epoch: 22960 Loss: 5.522546291351318
Epoch: 22970 Loss: 5.520599842071533
Epoch: 22980 Loss: 5.518654823303223
Epoch: 22990 Loss: 5.516711235046387
Epoch: 23000 Loss: 5.514768123626709
Epoch: 23010 Loss: 5.512825965881348
Epoch: 23020 Loss: 5.510884761810303
Epoch: 23030 Loss: 5.508944511413574
Epoch: 23040 Loss: 5.50700569152832
Epoch: 23050 Loss: 5.505066871643066
Epoch: 23060 Loss: 5.503129959106445
Epoch: 23070 Loss: 5.501193046569824
Epoch: 23080 Loss: 5.499257564544678
Epoch: 23090 Loss: 5.497323036193848
Epoch: 23100 Loss: 5.495389461517334
Epoch: 23110 Loss: 5.493456840515137
Epoch: 23120 Loss: 5.491524696350098
Epoch: 23130 Loss: 5.489593505859375
Epoch: 23140 Loss: 5.487664222717285
Epoch: 23150 Loss: 5.485734939575195
Epoch: 23160 Loss: 5.48380708694458
Epoch: 23170 Loss: 5.481879711151123
Epoch: 23180 Loss: 5.479953289031982
Epoch: 23190 Loss: 5.478028297424316
Epoch: 23200 Loss: 5.47610330581665
Epoch: 23210 Loss: 5.474180221557617
Epoch: 23220 Loss: 5.4722580909729
Epoch: 23230 Loss: 5.470335960388184
Epoch: 23240 Loss: 5.468415260314941
Epoch: 23250 Loss: 5.466495990753174
Epoch: 23260 Loss: 5.464576721191406
Epoch: 23270 Loss: 5.4626593589782715
Epoch: 23280 Loss: 5.460742473602295
Epoch: 23290 Loss: 5.458827018737793
Epoch: 23300 Loss: 5.456911087036133
Epoch: 23310 Loss: 5.4549970626831055
Epoch: 23320 Loss: 5.453083515167236
Epoch: 23330 Loss: 5.451170921325684
Epoch: 23340 Loss: 5.4492597579956055
Epoch: 23350 Loss: 5.4473490715026855
Epoch: 23360 Loss: 5.445439338684082
Epoch: 23370 Loss: 5.443530559539795
Epoch: 23380 Loss: 5.441622734069824
Epoch: 23390 Loss: 5.439715385437012
Epoch: 23400 Loss: 5.437809944152832
Epoch: 23410 Loss: 5.435904502868652
Epoch: 23420 Loss: 5.434001445770264
Epoch: 23430 Loss: 5.432097434997559
Epoch: 23440 Loss: 5.430195331573486
Epoch: 23450 Loss: 5.4282941818237305
Epoch: 23460 Loss: 5.426393985748291
Epoch: 23470 Loss: 5.424493789672852
Epoch: 23480 Loss: 5.422595024108887
Epoch: 23490 Loss: 5.42069673538208
Epoch: 23500 Loss: 5.418800354003906
Epoch: 23510 Loss: 5.416904926300049
Epoch: 23520 Loss: 5.415009498596191
Epoch: 23530 Loss: 5.413115501403809
Epoch: 23540 Loss: 5.411222457885742
Epoch: 23550 Loss: 5.409329891204834
Epoch: 23560 Loss: 5.4074387550354
Epoch: 23570 Loss: 5.405548095703125
Epoch: 23580 Loss: 5.403658390045166
Epoch: 23590 Loss: 5.401770114898682
Epoch: 23600 Loss: 5.399881362915039
Epoch: 23610 Loss: 5.3979949951171875
Epoch: 23620 Loss: 5.396109580993652
Epoch: 23630 Loss: 5.394224166870117
Epoch: 23640 Loss: 5.392340183258057
Epoch: 23650 Loss: 5.390456199645996
Epoch: 23660 Loss: 5.388574123382568
Epoch: 23670 Loss: 5.386692523956299
Epoch: 23680 Loss: 5.384811878204346
Epoch: 23690 Loss: 5.382932186126709
Epoch: 23700 Loss: 5.381053447723389
Epoch: 23710 Loss: 5.379175186157227
Epoch: 23720 Loss: 5.377298355102539
Epoch: 23730 Loss: 5.375422477722168
Epoch: 23740 Loss: 5.373547077178955
Epoch: 23750 Loss: 5.371672630310059
Epoch: 23760 Loss: 5.3697991371154785
Epoch: 23770 Loss: 5.367927074432373
Epoch: 23780 Loss: 5.366054534912109
Epoch: 23790 Loss: 5.364184379577637
Epoch: 23800 Loss: 5.362314224243164
Epoch: 23810 Loss: 5.360445499420166
Epoch: 23820 Loss: 5.358577251434326
Epoch: 23830 Loss: 5.356709957122803
Epoch: 23840 Loss: 5.354843616485596
Epoch: 23850 Loss: 5.352978229522705
Epoch: 23860 Loss: 5.351113319396973
Epoch: 23870 Loss: 5.349249839782715
Epoch: 23880 Loss: 5.347387790679932
Epoch: 23890 Loss: 5.345524787902832
Epoch: 23900 Loss: 5.343663692474365
Epoch: 23910 Loss: 5.341804027557373
Epoch: 23920 Loss: 5.339944839477539
Epoch: 23930 Loss: 5.3380866050720215
Epoch: 23940 Loss: 5.336228370666504
Epoch: 23950 Loss: 5.334372043609619
Epoch: 23960 Loss: 5.332516193389893
Epoch: 23970 Loss: 5.330661296844482
Epoch: 23980 Loss: 5.328807353973389
Epoch: 23990 Loss: 5.326954364776611
Epoch: 24000 Loss: 5.32510232925415
Epoch: 24010 Loss: 5.323250770568848
Epoch: 24020 Loss: 5.321400165557861
Epoch: 24030 Loss: 5.319550514221191
Epoch: 24040 Loss: 5.317701816558838
Epoch: 24050 Loss: 5.315853595733643
Epoch: 24060 Loss: 5.31400728225708
Epoch: 24070 Loss: 5.312160491943359
Epoch: 24080 Loss: 5.31031608581543
Epoch: 24090 Loss: 5.3084716796875
Epoch: 24100 Loss: 5.306628227233887
Epoch: 24110 Loss: 5.304785251617432
Epoch: 24120 Loss: 5.302943706512451
Epoch: 24130 Loss: 5.301102161407471
Epoch: 24140 Loss: 5.299262523651123
Epoch: 24150 Loss: 5.297423362731934
Epoch: 24160 Loss: 5.295584678649902
Epoch: 24170 Loss: 5.293747425079346
Epoch: 24180 Loss: 5.2919111251831055
Epoch: 24190 Loss: 5.290075778961182
Epoch: 24200 Loss: 5.288240909576416
Epoch: 24210 Loss: 5.28640604019165
Epoch: 24220 Loss: 5.284574031829834
Epoch: 24230 Loss: 5.282741546630859
Epoch: 24240 Loss: 5.280909538269043
Epoch: 24250 Loss: 5.279079437255859
Epoch: 24260 Loss: 5.277249813079834
Epoch: 24270 Loss: 5.275421142578125
Epoch: 24280 Loss: 5.273592948913574
Epoch: 24290 Loss: 5.271766185760498
Epoch: 24300 Loss: 5.26993989944458
Epoch: 24310 Loss: 5.268115043640137
Epoch: 24320 Loss: 5.266290187835693
Epoch: 24330 Loss: 5.264466285705566
Epoch: 24340 Loss: 5.262643814086914
Epoch: 24350 Loss: 5.26082181930542
Epoch: 24360 Loss: 5.259000778198242
Epoch: 24370 Loss: 5.257181167602539
Epoch: 24380 Loss: 5.255361080169678
Epoch: 24390 Loss: 5.253543376922607
Epoch: 24400 Loss: 5.251726150512695
Epoch: 24410 Loss: 5.249908447265625
Epoch: 24420 Loss: 5.248093128204346
Epoch: 24430 Loss: 5.246277809143066
Epoch: 24440 Loss: 5.244463920593262
Epoch: 24450 Loss: 5.242650032043457
Epoch: 24460 Loss: 5.240838050842285
Epoch: 24470 Loss: 5.239025592803955
Epoch: 24480 Loss: 5.237215518951416
Epoch: 24490 Loss: 5.235404968261719
Epoch: 24500 Loss: 5.233595848083496
Epoch: 24510 Loss: 5.231788158416748
Epoch: 24520 Loss: 5.22998046875
Epoch: 24530 Loss: 5.228173732757568
Epoch: 24540 Loss: 5.226367473602295
Epoch: 24550 Loss: 5.2245635986328125
Epoch: 24560 Loss: 5.222759246826172
Epoch: 24570 Loss: 5.220955848693848
Epoch: 24580 Loss: 5.219153881072998
Epoch: 24590 Loss: 5.217352390289307
Epoch: 24600 Loss: 5.215551853179932
Epoch: 24610 Loss: 5.213751792907715
Epoch: 24620 Loss: 5.211953163146973
Epoch: 24630 Loss: 5.2101545333862305
Epoch: 24640 Loss: 5.208356857299805
Epoch: 24650 Loss: 5.2065606117248535
Epoch: 24660 Loss: 5.2047648429870605
Epoch: 24670 Loss: 5.202970027923584
Epoch: 24680 Loss: 5.201176643371582
Epoch: 24690 Loss: 5.19938325881958
Epoch: 24700 Loss: 5.1975908279418945
Epoch: 24710 Loss: 5.195799350738525
Epoch: 24720 Loss: 5.194008827209473
Epoch: 24730 Loss: 5.192219257354736
Epoch: 24740 Loss: 5.1904296875
Epoch: 24750 Loss: 5.1886420249938965
Epoch: 24760 Loss: 5.186854362487793
Epoch: 24770 Loss: 5.185067653656006
Epoch: 24780 Loss: 5.183282375335693
Epoch: 24790 Loss: 5.181497573852539
Epoch: 24800 Loss: 5.179713249206543
Epoch: 24810 Loss: 5.177929401397705
Epoch: 24820 Loss: 5.1761474609375
Epoch: 24830 Loss: 5.174366474151611
Epoch: 24840 Loss: 5.172585487365723
Epoch: 24850 Loss: 5.170805931091309
Epoch: 24860 Loss: 5.169026851654053
Epoch: 24870 Loss: 5.167248249053955
Epoch: 24880 Loss: 5.165471076965332
Epoch: 24890 Loss: 5.163694858551025
Epoch: 24900 Loss: 5.161918640136719
Epoch: 24910 Loss: 5.160143852233887
Epoch: 24920 Loss: 5.158369541168213
Epoch: 24930 Loss: 5.156597137451172
Epoch: 24940 Loss: 5.154824256896973
Epoch: 24950 Loss: 5.153052806854248
Epoch: 24960 Loss: 5.15128231048584
Epoch: 24970 Loss: 5.14951229095459
Epoch: 24980 Loss: 5.147742748260498
Epoch: 24990 Loss: 5.145974636077881
Epoch: 25000 Loss: 5.144207000732422
Epoch: 25010 Loss: 5.1424407958984375
Epoch: 25020 Loss: 5.140675067901611
Epoch: 25030 Loss: 5.138909816741943
Epoch: 25040 Loss: 5.13714599609375
Epoch: 25050 Loss: 5.135382175445557
Epoch: 25060 Loss: 5.13361930847168
Epoch: 25070 Loss: 5.131857872009277
Epoch: 25080 Loss: 5.130096912384033
Epoch: 25090 Loss: 5.1283369064331055
Epoch: 25100 Loss: 5.126576900482178
Epoch: 25110 Loss: 5.124819278717041
Epoch: 25120 Loss: 5.123061180114746
Epoch: 25130 Loss: 5.121304988861084
Epoch: 25140 Loss: 5.119548320770264
Epoch: 25150 Loss: 5.117793083190918
Epoch: 25160 Loss: 5.116038799285889
Epoch: 25170 Loss: 5.114284992218018
Epoch: 25180 Loss: 5.112532138824463
Epoch: 25190 Loss: 5.110780239105225
Epoch: 25200 Loss: 5.1090288162231445
Epoch: 25210 Loss: 5.107278823852539
Epoch: 25220 Loss: 5.105528831481934
Epoch: 25230 Loss: 5.103780269622803
Epoch: 25240 Loss: 5.10203218460083
Epoch: 25250 Loss: 5.100285053253174
Epoch: 25260 Loss: 5.098538875579834
Epoch: 25270 Loss: 5.096793174743652
Epoch: 25280 Loss: 5.095048427581787
Epoch: 25290 Loss: 5.09330415725708
Epoch: 25300 Loss: 5.091561317443848
Epoch: 25310 Loss: 5.089819431304932
Epoch: 25320 Loss: 5.088078022003174
Epoch: 25330 Loss: 5.086337089538574
Epoch: 25340 Loss: 5.084597110748291
Epoch: 25350 Loss: 5.082858085632324
Epoch: 25360 Loss: 5.081120014190674
Epoch: 25370 Loss: 5.079381942749023
Epoch: 25380 Loss: 5.077645301818848
Epoch: 25390 Loss: 5.07590913772583
Epoch: 25400 Loss: 5.074174404144287
Epoch: 25410 Loss: 5.072440147399902
Epoch: 25420 Loss: 5.070706844329834
Epoch: 25430 Loss: 5.068973541259766
Epoch: 25440 Loss: 5.067241668701172
Epoch: 25450 Loss: 5.0655107498168945
Epoch: 25460 Loss: 5.063780307769775
Epoch: 25470 Loss: 5.062050819396973
Epoch: 25480 Loss: 5.060322284698486
Epoch: 25490 Loss: 5.058594226837158
Epoch: 25500 Loss: 5.0568671226501465
Epoch: 25510 Loss: 5.055140495300293
Epoch: 25520 Loss: 5.053415298461914
Epoch: 25530 Loss: 5.051690578460693
Epoch: 25540 Loss: 5.049966335296631
Epoch: 25550 Loss: 5.048243045806885
Epoch: 25560 Loss: 5.046520709991455
Epoch: 25570 Loss: 5.044798851013184
Epoch: 25580 Loss: 5.043078422546387
Epoch: 25590 Loss: 5.04135799407959
Epoch: 25600 Loss: 5.039638996124268
Epoch: 25610 Loss: 5.0379204750061035
Epoch: 25620 Loss: 5.036202907562256
Epoch: 25630 Loss: 5.034485816955566
Epoch: 25640 Loss: 5.032769680023193
Epoch: 25650 Loss: 5.031054496765137
Epoch: 25660 Loss: 5.0293402671813965
Epoch: 25670 Loss: 5.027626037597656
Epoch: 25680 Loss: 5.025913238525391
Epoch: 25690 Loss: 5.024201393127441
Epoch: 25700 Loss: 5.022489547729492
Epoch: 25710 Loss: 5.020779132843018
Epoch: 25720 Loss: 5.019069194793701
Epoch: 25730 Loss: 5.017360210418701
Epoch: 25740 Loss: 5.015652179718018
Epoch: 25750 Loss: 5.013944625854492
Epoch: 25760 Loss: 5.012238025665283
Epoch: 25770 Loss: 5.010531902313232
Epoch: 25780 Loss: 5.008826732635498
Epoch: 25790 Loss: 5.00712251663208
Epoch: 25800 Loss: 5.00541877746582
Epoch: 25810 Loss: 5.003715991973877
Epoch: 25820 Loss: 5.00201416015625
Epoch: 25830 Loss: 5.000312805175781
Epoch: 25840 Loss: 4.998612403869629
Epoch: 25850 Loss: 4.996912956237793
Epoch: 25860 Loss: 4.995213985443115
Epoch: 25870 Loss: 4.993515491485596
Epoch: 25880 Loss: 4.991817951202393
Epoch: 25890 Loss: 4.990121841430664
Epoch: 25900 Loss: 4.988426208496094
Epoch: 25910 Loss: 4.986731052398682
Epoch: 25920 Loss: 4.985036849975586
Epoch: 25930 Loss: 4.983343601226807
Epoch: 25940 Loss: 4.981650352478027
Epoch: 25950 Loss: 4.979958534240723
Epoch: 25960 Loss: 4.978267669677734
Epoch: 25970 Loss: 4.976576805114746
Epoch: 25980 Loss: 4.974887371063232
Epoch: 25990 Loss: 4.973198890686035
Epoch: 26000 Loss: 4.971510887145996
Epoch: 26010 Loss: 4.969823360443115
Epoch: 26020 Loss: 4.968137264251709
Epoch: 26030 Loss: 4.966451168060303
Epoch: 26040 Loss: 4.964766025543213
Epoch: 26050 Loss: 4.9630818367004395
Epoch: 26060 Loss: 4.961398601531982
Epoch: 26070 Loss: 4.959715843200684
Epoch: 26080 Loss: 4.958033561706543
Epoch: 26090 Loss: 4.956352710723877
Epoch: 26100 Loss: 4.954672336578369
Epoch: 26110 Loss: 4.952992916107178
Epoch: 26120 Loss: 4.9513139724731445
Epoch: 26130 Loss: 4.949635982513428
Epoch: 26140 Loss: 4.947958469390869
Epoch: 26150 Loss: 4.946281909942627
Epoch: 26160 Loss: 4.944605827331543
Epoch: 26170 Loss: 4.942930698394775
Epoch: 26180 Loss: 4.941256999969482
Epoch: 26190 Loss: 4.939582824707031
Epoch: 26200 Loss: 4.937910556793213
Epoch: 26210 Loss: 4.9362382888793945
Epoch: 26220 Loss: 4.934566974639893
Epoch: 26230 Loss: 4.932896614074707
Epoch: 26240 Loss: 4.931227207183838
Epoch: 26250 Loss: 4.929557800292969
Epoch: 26260 Loss: 4.927889823913574
Epoch: 26270 Loss: 4.926222324371338
Epoch: 26280 Loss: 4.924555778503418
Epoch: 26290 Loss: 4.922889709472656
Epoch: 26300 Loss: 4.921225070953369
Epoch: 26310 Loss: 4.919560432434082
Epoch: 26320 Loss: 4.917896747589111
Epoch: 26330 Loss: 4.916234016418457
Epoch: 26340 Loss: 4.914571762084961
Epoch: 26350 Loss: 4.912910461425781
Epoch: 26360 Loss: 4.91124963760376
Epoch: 26370 Loss: 4.909589767456055
Epoch: 26380 Loss: 4.907930850982666
Epoch: 26390 Loss: 4.9062724113464355
Epoch: 26400 Loss: 4.9046149253845215
Epoch: 26410 Loss: 4.902957916259766
Epoch: 26420 Loss: 4.901301860809326
Epoch: 26430 Loss: 4.899646282196045
Epoch: 26440 Loss: 4.89799165725708
Epoch: 26450 Loss: 4.896337985992432
Epoch: 26460 Loss: 4.894684791564941
Epoch: 26470 Loss: 4.893032550811768
Epoch: 26480 Loss: 4.89138126373291
Epoch: 26490 Loss: 4.889729976654053
Epoch: 26500 Loss: 4.88808012008667
Epoch: 26510 Loss: 4.886430740356445
Epoch: 26520 Loss: 4.884781837463379
Epoch: 26530 Loss: 4.883133888244629
Epoch: 26540 Loss: 4.881486892700195
Epoch: 26550 Loss: 4.87984037399292
Epoch: 26560 Loss: 4.878195285797119
Epoch: 26570 Loss: 4.876550197601318
Epoch: 26580 Loss: 4.874906063079834
Epoch: 26590 Loss: 4.873262882232666
Epoch: 26600 Loss: 4.871619701385498
Epoch: 26610 Loss: 4.869978427886963
Epoch: 26620 Loss: 4.868337154388428
Epoch: 26630 Loss: 4.866696834564209
Epoch: 26640 Loss: 4.865057468414307
Epoch: 26650 Loss: 4.863417625427246
Epoch: 26660 Loss: 4.861779689788818
Epoch: 26670 Loss: 4.860142707824707
Epoch: 26680 Loss: 4.858505725860596
Epoch: 26690 Loss: 4.856870174407959
Epoch: 26700 Loss: 4.855234146118164
Epoch: 26710 Loss: 4.853600025177002
Epoch: 26720 Loss: 4.851966381072998
Epoch: 26730 Loss: 4.850333213806152
Epoch: 26740 Loss: 4.848701000213623
Epoch: 26750 Loss: 4.84706974029541
Epoch: 26760 Loss: 4.8454389572143555
Epoch: 26770 Loss: 4.843809127807617
Epoch: 26780 Loss: 4.842179775238037
Epoch: 26790 Loss: 4.840550899505615
Epoch: 26800 Loss: 4.838923454284668
Epoch: 26810 Loss: 4.837296009063721
Epoch: 26820 Loss: 4.835669994354248
Epoch: 26830 Loss: 4.834043979644775
Epoch: 26840 Loss: 4.832419395446777
Epoch: 26850 Loss: 4.8307952880859375
Epoch: 26860 Loss: 4.829171657562256
Epoch: 26870 Loss: 4.827548980712891
Epoch: 26880 Loss: 4.825926780700684
Epoch: 26890 Loss: 4.824306011199951
Epoch: 26900 Loss: 4.822685241699219
Epoch: 26910 Loss: 4.821065425872803
Epoch: 26920 Loss: 4.819446563720703
Epoch: 26930 Loss: 4.817828178405762
Epoch: 26940 Loss: 4.816210746765137
Epoch: 26950 Loss: 4.81459379196167
Epoch: 26960 Loss: 4.8129777908325195
Epoch: 26970 Loss: 4.811362266540527
Epoch: 26980 Loss: 4.809747695922852
Epoch: 26990 Loss: 4.808134078979492
Epoch: 27000 Loss: 4.806520938873291
Epoch: 27010 Loss: 4.804908275604248
Epoch: 27020 Loss: 4.80329704284668
Epoch: 27030 Loss: 4.801685810089111
Epoch: 27040 Loss: 4.800075531005859
Epoch: 27050 Loss: 4.798466205596924
Epoch: 27060 Loss: 4.7968573570251465
Epoch: 27070 Loss: 4.795248985290527
Epoch: 27080 Loss: 4.793642044067383
Epoch: 27090 Loss: 4.7920355796813965
Epoch: 27100 Loss: 4.79042911529541
Epoch: 27110 Loss: 4.788824558258057
Epoch: 27120 Loss: 4.787219524383545
Epoch: 27130 Loss: 4.785616397857666
Epoch: 27140 Loss: 4.784012794494629
Epoch: 27150 Loss: 4.782410621643066
Epoch: 27160 Loss: 4.78080940246582
Epoch: 27170 Loss: 4.779208660125732
Epoch: 27180 Loss: 4.777608394622803
Epoch: 27190 Loss: 4.7760090827941895
Epoch: 27200 Loss: 4.774410247802734
Epoch: 27210 Loss: 4.772812843322754
Epoch: 27220 Loss: 4.771215438842773
Epoch: 27230 Loss: 4.769618988037109
Epoch: 27240 Loss: 4.768023490905762
Epoch: 27250 Loss: 4.766427993774414
Epoch: 27260 Loss: 4.764833927154541
Epoch: 27270 Loss: 4.763240337371826
Epoch: 27280 Loss: 4.761647701263428
Epoch: 27290 Loss: 4.7600555419921875
Epoch: 27300 Loss: 4.7584638595581055
Epoch: 27310 Loss: 4.75687313079834
Epoch: 27320 Loss: 4.755282878875732
Epoch: 27330 Loss: 4.7536940574646
Epoch: 27340 Loss: 4.752105712890625
Epoch: 27350 Loss: 4.75051736831665
Epoch: 27360 Loss: 4.74893045425415
Epoch: 27370 Loss: 4.747344017028809
Epoch: 27380 Loss: 4.745758533477783
Epoch: 27390 Loss: 4.744173526763916
Epoch: 27400 Loss: 4.742589473724365
Epoch: 27410 Loss: 4.741005897521973
Epoch: 27420 Loss: 4.739422798156738
Epoch: 27430 Loss: 4.73784065246582
Epoch: 27440 Loss: 4.736259460449219
Epoch: 27450 Loss: 4.734678745269775
Epoch: 27460 Loss: 4.73309850692749
Epoch: 27470 Loss: 4.73151969909668
Epoch: 27480 Loss: 4.729940891265869
Epoch: 27490 Loss: 4.728363513946533
Epoch: 27500 Loss: 4.7267866134643555
Epoch: 27510 Loss: 4.725209712982178
Epoch: 27520 Loss: 4.723634243011475
Epoch: 27530 Loss: 4.72205924987793
Epoch: 27540 Loss: 4.720485210418701
Epoch: 27550 Loss: 4.718911647796631
Epoch: 27560 Loss: 4.717338562011719
Epoch: 27570 Loss: 4.715766429901123
Epoch: 27580 Loss: 4.714195251464844
Epoch: 27590 Loss: 4.712624549865723
Epoch: 27600 Loss: 4.711054801940918
Epoch: 27610 Loss: 4.709485054016113
Epoch: 27620 Loss: 4.707916736602783
Epoch: 27630 Loss: 4.706348896026611
Epoch: 27640 Loss: 4.704782009124756
Epoch: 27650 Loss: 4.7032151222229
Epoch: 27660 Loss: 4.7016496658325195
Epoch: 27670 Loss: 4.700084209442139
Epoch: 27680 Loss: 4.698520183563232
Epoch: 27690 Loss: 4.696956634521484
Epoch: 27700 Loss: 4.6953935623168945
Epoch: 27710 Loss: 4.693831443786621
Epoch: 27720 Loss: 4.692270278930664
Epoch: 27730 Loss: 4.690709114074707
Epoch: 27740 Loss: 4.689148902893066
Epoch: 27750 Loss: 4.687589645385742
Epoch: 27760 Loss: 4.686030864715576
Epoch: 27770 Loss: 4.684473037719727
Epoch: 27780 Loss: 4.682916164398193
Epoch: 27790 Loss: 4.681359767913818
Epoch: 27800 Loss: 4.679803848266602
Epoch: 27810 Loss: 4.678248882293701
Epoch: 27820 Loss: 4.676694393157959
Epoch: 27830 Loss: 4.675140380859375
Epoch: 27840 Loss: 4.673587322235107
Epoch: 27850 Loss: 4.672035217285156
Epoch: 27860 Loss: 4.670483589172363
Epoch: 27870 Loss: 4.6689324378967285
Epoch: 27880 Loss: 4.667382717132568
Epoch: 27890 Loss: 4.665832996368408
Epoch: 27900 Loss: 4.664283752441406
Epoch: 27910 Loss: 4.662735939025879
Epoch: 27920 Loss: 4.661189079284668
Epoch: 27930 Loss: 4.659641742706299
Epoch: 27940 Loss: 4.6580963134765625
Epoch: 27950 Loss: 4.656550884246826
Epoch: 27960 Loss: 4.655005931854248
Epoch: 27970 Loss: 4.653461933135986
Epoch: 27980 Loss: 4.651918888092041
Epoch: 27990 Loss: 4.650376319885254
Epoch: 28000 Loss: 4.648834705352783
Epoch: 28010 Loss: 4.647293567657471
Epoch: 28020 Loss: 4.645752906799316
Epoch: 28030 Loss: 4.644213676452637
Epoch: 28040 Loss: 4.642674446105957
Epoch: 28050 Loss: 4.6411356925964355
Epoch: 28060 Loss: 4.639598369598389
Epoch: 28070 Loss: 4.6380615234375
Epoch: 28080 Loss: 4.6365251541137695
Epoch: 28090 Loss: 4.6349897384643555
Epoch: 28100 Loss: 4.633455276489258
Epoch: 28110 Loss: 4.63192081451416
Epoch: 28120 Loss: 4.630387306213379
Epoch: 28130 Loss: 4.628854751586914
Epoch: 28140 Loss: 4.627322196960449
Epoch: 28150 Loss: 4.625791072845459
Epoch: 28160 Loss: 4.624259948730469
Epoch: 28170 Loss: 4.622729778289795
Epoch: 28180 Loss: 4.621201038360596
Epoch: 28190 Loss: 4.6196722984313965
Epoch: 28200 Loss: 4.618144512176514
Epoch: 28210 Loss: 4.616617202758789
Epoch: 28220 Loss: 4.615090847015381
Epoch: 28230 Loss: 4.613564968109131
Epoch: 28240 Loss: 4.612039566040039
Epoch: 28250 Loss: 4.610515117645264
Epoch: 28260 Loss: 4.608991622924805
Epoch: 28270 Loss: 4.607468128204346
Epoch: 28280 Loss: 4.605946063995361
Epoch: 28290 Loss: 4.604424476623535
Epoch: 28300 Loss: 4.602903366088867
Epoch: 28310 Loss: 4.601382732391357
Epoch: 28320 Loss: 4.599863529205322
Epoch: 28330 Loss: 4.598344326019287
Epoch: 28340 Loss: 4.596826076507568
Epoch: 28350 Loss: 4.595308780670166
Epoch: 28360 Loss: 4.593791484832764
Epoch: 28370 Loss: 4.592275142669678
Epoch: 28380 Loss: 4.590759754180908
Epoch: 28390 Loss: 4.589244842529297
Epoch: 28400 Loss: 4.587730884552002
Epoch: 28410 Loss: 4.586217403411865
Epoch: 28420 Loss: 4.584704399108887
Epoch: 28430 Loss: 4.583192825317383
Epoch: 28440 Loss: 4.581681251525879
Epoch: 28450 Loss: 4.580170631408691
Epoch: 28460 Loss: 4.578660488128662
Epoch: 28470 Loss: 4.577151298522949
Epoch: 28480 Loss: 4.5756425857543945
Epoch: 28490 Loss: 4.574134349822998
Epoch: 28500 Loss: 4.572627067565918
Epoch: 28510 Loss: 4.571120738983154
Epoch: 28520 Loss: 4.569614887237549
Epoch: 28530 Loss: 4.568109035491943
Epoch: 28540 Loss: 4.5666046142578125
Epoch: 28550 Loss: 4.565101146697998
Epoch: 28560 Loss: 4.563597679138184
Epoch: 28570 Loss: 4.5620951652526855
Epoch: 28580 Loss: 4.560593605041504
Epoch: 28590 Loss: 4.5590925216674805
Epoch: 28600 Loss: 4.557591438293457
Epoch: 28610 Loss: 4.556091785430908
Epoch: 28620 Loss: 4.554592609405518
Epoch: 28630 Loss: 4.553094387054443
Epoch: 28640 Loss: 4.551596641540527
Epoch: 28650 Loss: 4.5500993728637695
Epoch: 28660 Loss: 4.54860258102417
Epoch: 28670 Loss: 4.547107219696045
Epoch: 28680 Loss: 4.545612335205078
Epoch: 28690 Loss: 4.5441179275512695
Epoch: 28700 Loss: 4.542624473571777
Epoch: 28710 Loss: 4.541131019592285
Epoch: 28720 Loss: 4.539638996124268
Epoch: 28730 Loss: 4.53814697265625
Epoch: 28740 Loss: 4.536656379699707
Epoch: 28750 Loss: 4.535165786743164
Epoch: 28760 Loss: 4.5336761474609375
Epoch: 28770 Loss: 4.532187461853027
Epoch: 28780 Loss: 4.530699253082275
Epoch: 28790 Loss: 4.529211521148682
Epoch: 28800 Loss: 4.527724742889404
Epoch: 28810 Loss: 4.526238441467285
Epoch: 28820 Loss: 4.524753093719482
Epoch: 28830 Loss: 4.523268222808838
Epoch: 28840 Loss: 4.521783828735352
Epoch: 28850 Loss: 4.520300388336182
Epoch: 28860 Loss: 4.51881742477417
Epoch: 28870 Loss: 4.517334938049316
Epoch: 28880 Loss: 4.5158538818359375
Epoch: 28890 Loss: 4.514372825622559
Epoch: 28900 Loss: 4.512892246246338
Epoch: 28910 Loss: 4.511413097381592
Epoch: 28920 Loss: 4.509933948516846
Epoch: 28930 Loss: 4.508456230163574
Epoch: 28940 Loss: 4.506978511810303
Epoch: 28950 Loss: 4.505501747131348
Epoch: 28960 Loss: 4.504025459289551
Epoch: 28970 Loss: 4.50255012512207
Epoch: 28980 Loss: 4.501075267791748
Epoch: 28990 Loss: 4.499601364135742
Epoch: 29000 Loss: 4.498127460479736
Epoch: 29010 Loss: 4.496654987335205
Epoch: 29020 Loss: 4.495182514190674
Epoch: 29030 Loss: 4.493711471557617
Epoch: 29040 Loss: 4.4922404289245605
Epoch: 29050 Loss: 4.49077033996582
Epoch: 29060 Loss: 4.4893012046813965
Epoch: 29070 Loss: 4.487832069396973
Epoch: 29080 Loss: 4.486363887786865
Epoch: 29090 Loss: 4.484896659851074
Epoch: 29100 Loss: 4.483429908752441
Epoch: 29110 Loss: 4.481963634490967
Epoch: 29120 Loss: 4.480498790740967
Epoch: 29130 Loss: 4.479033946990967
Epoch: 29140 Loss: 4.477569580078125
Epoch: 29150 Loss: 4.476105690002441
Epoch: 29160 Loss: 4.474643230438232
Epoch: 29170 Loss: 4.473181247711182
Epoch: 29180 Loss: 4.471719741821289
Epoch: 29190 Loss: 4.470259189605713
Epoch: 29200 Loss: 4.468798637390137
Epoch: 29210 Loss: 4.467339515686035
Epoch: 29220 Loss: 4.465880870819092
Epoch: 29230 Loss: 4.464422702789307
Epoch: 29240 Loss: 4.46296501159668
Epoch: 29250 Loss: 4.461508750915527
Epoch: 29260 Loss: 4.460052490234375
Epoch: 29270 Loss: 4.458596706390381
Epoch: 29280 Loss: 4.457142353057861
Epoch: 29290 Loss: 4.455687999725342
Epoch: 29300 Loss: 4.454234600067139
Epoch: 29310 Loss: 4.452781677246094
Epoch: 29320 Loss: 4.451329708099365
Epoch: 29330 Loss: 4.449877738952637
Epoch: 29340 Loss: 4.448427200317383
Epoch: 29350 Loss: 4.446977138519287
Epoch: 29360 Loss: 4.445528030395508
Epoch: 29370 Loss: 4.444079399108887
Epoch: 29380 Loss: 4.442630767822266
Epoch: 29390 Loss: 4.441183567047119
Epoch: 29400 Loss: 4.439736366271973
Epoch: 29410 Loss: 4.438290119171143
Epoch: 29420 Loss: 4.436844825744629
Epoch: 29430 Loss: 4.435399532318115
Epoch: 29440 Loss: 4.433955669403076
Epoch: 29450 Loss: 4.432512283325195
Epoch: 29460 Loss: 4.431069374084473
Epoch: 29470 Loss: 4.429626941680908
Epoch: 29480 Loss: 4.42818546295166
Epoch: 29490 Loss: 4.42674446105957
Epoch: 29500 Loss: 4.425304412841797
Epoch: 29510 Loss: 4.423864841461182
Epoch: 29520 Loss: 4.422425746917725
Epoch: 29530 Loss: 4.420987606048584
Epoch: 29540 Loss: 4.419549942016602
Epoch: 29550 Loss: 4.4181132316589355
Epoch: 29560 Loss: 4.416676998138428
Epoch: 29570 Loss: 4.41524076461792
Epoch: 29580 Loss: 4.413805961608887
Epoch: 29590 Loss: 4.412371635437012
Epoch: 29600 Loss: 4.410937786102295
Epoch: 29610 Loss: 4.409505367279053
Epoch: 29620 Loss: 4.4080729484558105
Epoch: 29630 Loss: 4.406641006469727
Epoch: 29640 Loss: 4.405210018157959
Epoch: 29650 Loss: 4.40377950668335
Epoch: 29660 Loss: 4.402349948883057
Epoch: 29670 Loss: 4.400920867919922
Epoch: 29680 Loss: 4.399492263793945
Epoch: 29690 Loss: 4.398064613342285
Epoch: 29700 Loss: 4.396637439727783
Epoch: 29710 Loss: 4.3952107429504395
Epoch: 29720 Loss: 4.393784999847412
Epoch: 29730 Loss: 4.392359733581543
Epoch: 29740 Loss: 4.39093542098999
Epoch: 29750 Loss: 4.3895111083984375
Epoch: 29760 Loss: 4.388088226318359
Epoch: 29770 Loss: 4.386665344238281
Epoch: 29780 Loss: 4.385243892669678
Epoch: 29790 Loss: 4.383822441101074
Epoch: 29800 Loss: 4.382401943206787
Epoch: 29810 Loss: 4.380981922149658
Epoch: 29820 Loss: 4.3795623779296875
Epoch: 29830 Loss: 4.378143787384033
Epoch: 29840 Loss: 4.376726150512695
Epoch: 29850 Loss: 4.375308513641357
Epoch: 29860 Loss: 4.373891830444336
Epoch: 29870 Loss: 4.372475624084473
Epoch: 29880 Loss: 4.371060371398926
Epoch: 29890 Loss: 4.369645118713379
Epoch: 29900 Loss: 4.368231296539307
Epoch: 29910 Loss: 4.366817951202393
Epoch: 29920 Loss: 4.365405082702637
Epoch: 29930 Loss: 4.363992691040039
Epoch: 29940 Loss: 4.362581253051758
Epoch: 29950 Loss: 4.361170768737793
Epoch: 29960 Loss: 4.35975980758667
Epoch: 29970 Loss: 4.35835075378418
Epoch: 29980 Loss: 4.3569416999816895
Epoch: 29990 Loss: 4.355533123016357