Upload folder using huggingface_hub
Browse files- n_heads12_lr10e-4_total_batch_size61440_seed1339/args.json +1 -0
- n_heads12_lr10e-4_total_batch_size61440_seed1339/dataloader_08749.pt +3 -0
- n_heads12_lr10e-4_total_batch_size61440_seed1339/log2.txt +1054 -0
- n_heads12_lr10e-4_total_batch_size61440_seed1339/model_08749.pt +3 -0
- n_heads12_lr10e-4_total_batch_size61440_seed1339/optimizer_08749.pt +3 -0
n_heads12_lr10e-4_total_batch_size61440_seed1339/args.json
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{"hellaswag": true, "attention_kind": "selective", "log_dir": "wider_is_better_11/n_heads12_lr10e-4_total_batch_size61440_seed1339", "resume_checkpoint": null, "resume_optimizer": false, "add_a_head": false, "add_head_to_start": true, "new_head_init": "normal", "n_heads": 12, "protect_bos_token": true, "prevent_from_masking_myself": true, "max_steps": 8750, "warmup_steps": 500, "group": "wider_is_better_11", "use_wandb": true, "kill_self_after_run": false, "random_seed": 1339, "memory_penalty_epsilon": 0.1, "selection_head_linear_combo": "none", "selection_head_linear_combo_scale": 1.0, "protection_kind": "none", "leaky_relu_alpha": null, "leaky_relu_bias": null, "use_compile": true, "use_mini_model": false, "upload_to_hf": true, "seq_len": 256, "batch_size": 60, "total_batch_size": 61440, "protection_head_scaling_factor": 1.0, "protection_head_bias": 0.0, "n_sliced_masks": null, "n_latent_masks": null, "mask_layernorm": false, "residual_attention_masks": false, "compute_base_shapes": false, "base_shapes_savefile": null, "mup": true, "disable_selection": false, "mup_enable_coord_check_logging": false, "max_lr": 0.001, "decay_lr": true, "readout_zero_init": false, "query_zero_init": false, "l1_loss": false, "debugpy": false, "key": "n_heads12_10e-4_61440", "n_embd": 768}
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n_heads12_lr10e-4_total_batch_size61440_seed1339/dataloader_08749.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:9bbf5b7eef643b850a13a0d3881f9b995af25e67f722e39e1853dc09a06ad1dc
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size 964
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n_heads12_lr10e-4_total_batch_size61440_seed1339/log2.txt
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|
| 1 |
+
max_steps: 8750
|
| 2 |
+
0 val loss 10.9491
|
| 3 |
+
0 val perplexity 56902.2969
|
| 4 |
+
0 train 10.947037 (lr=2.0000e-06) (hash(x)=84111305)
|
| 5 |
+
10 train 9.805919 (lr=2.2000e-05) (hash(x)=76061209)
|
| 6 |
+
20 train 9.400036 (lr=4.2000e-05) (hash(x)=72815142)
|
| 7 |
+
30 train 9.092428 (lr=6.2000e-05) (hash(x)=74281158)
|
| 8 |
+
40 train 8.515334 (lr=8.2000e-05) (hash(x)=70759787)
|
| 9 |
+
50 train 8.091492 (lr=1.0200e-04) (hash(x)=67498044)
|
| 10 |
+
60 train 7.754110 (lr=1.2200e-04) (hash(x)=74288138)
|
| 11 |
+
70 train 7.565042 (lr=1.4200e-04) (hash(x)=72712110)
|
| 12 |
+
80 train 7.567488 (lr=1.6200e-04) (hash(x)=76893978)
|
| 13 |
+
90 train 7.350292 (lr=1.8200e-04) (hash(x)=69479499)
|
| 14 |
+
100 val loss 7.2845
|
| 15 |
+
100 val perplexity 1457.4838
|
| 16 |
+
100 train 7.251658 (lr=2.0200e-04) (hash(x)=78805238)
|
| 17 |
+
110 train 7.136649 (lr=2.2200e-04) (hash(x)=72379905)
|
| 18 |
+
120 train 7.046024 (lr=2.4200e-04) (hash(x)=84941914)
|
| 19 |
+
130 train 6.839346 (lr=2.6200e-04) (hash(x)=74520609)
|
| 20 |
+
140 train 6.884595 (lr=2.8200e-04) (hash(x)=78600114)
|
| 21 |
+
150 train 6.565871 (lr=3.0200e-04) (hash(x)=71364632)
|
| 22 |
+
160 train 6.555339 (lr=3.2200e-04) (hash(x)=88692902)
|
| 23 |
+
170 train 6.612408 (lr=3.4200e-04) (hash(x)=76813970)
|
| 24 |
+
180 train 6.464255 (lr=3.6200e-04) (hash(x)=78277546)
|
| 25 |
+
190 train 6.393544 (lr=3.8200e-04) (hash(x)=69274625)
|
| 26 |
+
200 val loss 6.4242
|
| 27 |
+
200 val perplexity 616.6071
|
| 28 |
+
200 train 6.346609 (lr=4.0200e-04) (hash(x)=74752080)
|
| 29 |
+
210 train 6.241256 (lr=4.2200e-04) (hash(x)=73366585)
|
| 30 |
+
220 train 6.225573 (lr=4.4200e-04) (hash(x)=82441512)
|
| 31 |
+
230 train 5.997927 (lr=4.6200e-04) (hash(x)=70370492)
|
| 32 |
+
240 train 6.042721 (lr=4.8200e-04) (hash(x)=76271528)
|
| 33 |
+
250 train 5.975184 (lr=5.0200e-04) (hash(x)=70391215)
|
| 34 |
+
260 train 5.895554 (lr=5.2200e-04) (hash(x)=70932307)
|
| 35 |
+
270 train 5.837888 (lr=5.4200e-04) (hash(x)=73903274)
|
| 36 |
+
280 train 5.877750 (lr=5.6200e-04) (hash(x)=72833455)
|
| 37 |
+
290 train 5.920525 (lr=5.8200e-04) (hash(x)=86446336)
|
| 38 |
+
300 val loss 5.9734
|
| 39 |
+
300 val perplexity 392.8230
|
| 40 |
+
300 train 5.708982 (lr=6.0200e-04) (hash(x)=72231879)
|
| 41 |
+
310 train 5.837598 (lr=6.2200e-04) (hash(x)=83289406)
|
| 42 |
+
320 train 5.907551 (lr=6.4200e-04) (hash(x)=79292084)
|
| 43 |
+
330 train 6.068362 (lr=6.6200e-04) (hash(x)=81963141)
|
| 44 |
+
340 train 5.940867 (lr=6.8200e-04) (hash(x)=76688193)
|
| 45 |
+
350 train 5.745305 (lr=7.0200e-04) (hash(x)=67974208)
|
| 46 |
+
360 train 5.920948 (lr=7.2200e-04) (hash(x)=71759924)
|
| 47 |
+
370 train 5.829780 (lr=7.4200e-04) (hash(x)=82538335)
|
| 48 |
+
380 train 5.688867 (lr=7.6200e-04) (hash(x)=73719341)
|
| 49 |
+
390 train 5.840536 (lr=7.8200e-04) (hash(x)=81731118)
|
| 50 |
+
400 val loss 5.6736
|
| 51 |
+
400 val perplexity 291.0920
|
| 52 |
+
400 train 5.625833 (lr=8.0200e-04) (hash(x)=65538392)
|
| 53 |
+
410 train 5.602108 (lr=8.2200e-04) (hash(x)=73037722)
|
| 54 |
+
420 train 5.507573 (lr=8.4200e-04) (hash(x)=71698939)
|
| 55 |
+
430 train 5.731693 (lr=8.6200e-04) (hash(x)=89649867)
|
| 56 |
+
440 train 5.827013 (lr=8.8200e-04) (hash(x)=59262658)
|
| 57 |
+
450 train 5.457302 (lr=9.0200e-04) (hash(x)=79057900)
|
| 58 |
+
460 train 5.476742 (lr=9.2200e-04) (hash(x)=68890702)
|
| 59 |
+
470 train 5.486958 (lr=9.4200e-04) (hash(x)=69474321)
|
| 60 |
+
480 train 5.423604 (lr=9.6200e-04) (hash(x)=74715332)
|
| 61 |
+
490 train 5.542636 (lr=9.8200e-04) (hash(x)=81929495)
|
| 62 |
+
500 val loss 5.4476
|
| 63 |
+
500 val perplexity 232.2077
|
| 64 |
+
500 train 5.598450 (lr=1.0000e-03) (hash(x)=81405581)
|
| 65 |
+
510 train 5.197465 (lr=1.0000e-03) (hash(x)=66596183)
|
| 66 |
+
520 train 5.512326 (lr=9.9999e-04) (hash(x)=75298362)
|
| 67 |
+
530 train 5.317410 (lr=9.9997e-04) (hash(x)=78449774)
|
| 68 |
+
540 train 5.295600 (lr=9.9995e-04) (hash(x)=75749875)
|
| 69 |
+
550 train 5.244550 (lr=9.9992e-04) (hash(x)=75371538)
|
| 70 |
+
560 train 5.180340 (lr=9.9988e-04) (hash(x)=74708150)
|
| 71 |
+
570 train 5.201348 (lr=9.9984e-04) (hash(x)=75984401)
|
| 72 |
+
580 train 5.170445 (lr=9.9979e-04) (hash(x)=78930428)
|
| 73 |
+
590 train 5.445223 (lr=9.9974e-04) (hash(x)=70858901)
|
| 74 |
+
600 val loss 5.2832
|
| 75 |
+
600 val perplexity 196.9989
|
| 76 |
+
600 train 5.174394 (lr=9.9967e-04) (hash(x)=86811215)
|
| 77 |
+
610 train 5.040601 (lr=9.9961e-04) (hash(x)=74537543)
|
| 78 |
+
620 train 5.022754 (lr=9.9953e-04) (hash(x)=64425159)
|
| 79 |
+
630 train 4.906867 (lr=9.9945e-04) (hash(x)=72575441)
|
| 80 |
+
640 train 4.915975 (lr=9.9936e-04) (hash(x)=77886921)
|
| 81 |
+
650 train 5.029866 (lr=9.9927e-04) (hash(x)=73649304)
|
| 82 |
+
660 train 4.797788 (lr=9.9917e-04) (hash(x)=64469482)
|
| 83 |
+
670 train 5.179537 (lr=9.9906e-04) (hash(x)=76580403)
|
| 84 |
+
680 train 4.828611 (lr=9.9894e-04) (hash(x)=60374603)
|
| 85 |
+
690 train 4.978015 (lr=9.9882e-04) (hash(x)=69827901)
|
| 86 |
+
700 val loss 5.1498
|
| 87 |
+
700 val perplexity 172.4033
|
| 88 |
+
700 train 5.172194 (lr=9.9870e-04) (hash(x)=77235911)
|
| 89 |
+
710 train 5.141053 (lr=9.9856e-04) (hash(x)=76598106)
|
| 90 |
+
720 train 5.205838 (lr=9.9842e-04) (hash(x)=75315013)
|
| 91 |
+
730 train 5.049296 (lr=9.9828e-04) (hash(x)=76940932)
|
| 92 |
+
740 train 5.056776 (lr=9.9812e-04) (hash(x)=75540179)
|
| 93 |
+
750 train 5.034538 (lr=9.9796e-04) (hash(x)=73283995)
|
| 94 |
+
760 train 5.066340 (lr=9.9780e-04) (hash(x)=84096065)
|
| 95 |
+
770 train 4.845884 (lr=9.9762e-04) (hash(x)=75832016)
|
| 96 |
+
780 train 5.015874 (lr=9.9744e-04) (hash(x)=65611269)
|
| 97 |
+
790 train 5.068170 (lr=9.9726e-04) (hash(x)=72352412)
|
| 98 |
+
800 val loss 4.9891
|
| 99 |
+
800 val perplexity 146.8019
|
| 100 |
+
800 train 4.976930 (lr=9.9707e-04) (hash(x)=78191559)
|
| 101 |
+
810 train 4.909904 (lr=9.9687e-04) (hash(x)=73255448)
|
| 102 |
+
820 train 5.004680 (lr=9.9666e-04) (hash(x)=75336936)
|
| 103 |
+
830 train 4.806792 (lr=9.9645e-04) (hash(x)=71181581)
|
| 104 |
+
840 train 5.452914 (lr=9.9623e-04) (hash(x)=76217477)
|
| 105 |
+
850 train 4.890632 (lr=9.9601e-04) (hash(x)=75090324)
|
| 106 |
+
860 train 4.833434 (lr=9.9578e-04) (hash(x)=71125083)
|
| 107 |
+
870 train 4.843399 (lr=9.9554e-04) (hash(x)=74444188)
|
| 108 |
+
880 train 4.875022 (lr=9.9530e-04) (hash(x)=72143748)
|
| 109 |
+
890 train 4.736992 (lr=9.9505e-04) (hash(x)=75638384)
|
| 110 |
+
900 val loss 4.8579
|
| 111 |
+
900 val perplexity 128.7546
|
| 112 |
+
900 train 4.889030 (lr=9.9479e-04) (hash(x)=76967190)
|
| 113 |
+
910 train 4.831389 (lr=9.9453e-04) (hash(x)=84611316)
|
| 114 |
+
920 train 4.618568 (lr=9.9426e-04) (hash(x)=61365145)
|
| 115 |
+
930 train 4.599793 (lr=9.9398e-04) (hash(x)=54695617)
|
| 116 |
+
940 train 4.798724 (lr=9.9370e-04) (hash(x)=76251415)
|
| 117 |
+
950 train 4.576065 (lr=9.9341e-04) (hash(x)=71503060)
|
| 118 |
+
960 train 4.776672 (lr=9.9311e-04) (hash(x)=70925251)
|
| 119 |
+
970 train 4.712270 (lr=9.9281e-04) (hash(x)=69495443)
|
| 120 |
+
980 train 4.673240 (lr=9.9250e-04) (hash(x)=74994053)
|
| 121 |
+
990 train 4.513422 (lr=9.9219e-04) (hash(x)=81245808)
|
| 122 |
+
1000 val loss 4.7651
|
| 123 |
+
1000 val perplexity 117.3448
|
| 124 |
+
1000 train 4.737851 (lr=9.9187e-04) (hash(x)=73801537)
|
| 125 |
+
1010 train 4.671319 (lr=9.9154e-04) (hash(x)=78784929)
|
| 126 |
+
1020 train 4.420188 (lr=9.9121e-04) (hash(x)=84649514)
|
| 127 |
+
1030 train 4.553526 (lr=9.9087e-04) (hash(x)=71200051)
|
| 128 |
+
1040 train 4.421772 (lr=9.9052e-04) (hash(x)=68279861)
|
| 129 |
+
1050 train 4.477155 (lr=9.9017e-04) (hash(x)=86748930)
|
| 130 |
+
1060 train 4.336933 (lr=9.8981e-04) (hash(x)=71319577)
|
| 131 |
+
1070 train 4.471417 (lr=9.8944e-04) (hash(x)=72682588)
|
| 132 |
+
1080 train 4.437065 (lr=9.8907e-04) (hash(x)=71408336)
|
| 133 |
+
1090 train 4.631516 (lr=9.8869e-04) (hash(x)=78863558)
|
| 134 |
+
1100 val loss 4.6624
|
| 135 |
+
1100 val perplexity 105.8934
|
| 136 |
+
1100 train 4.911688 (lr=9.8831e-04) (hash(x)=75285186)
|
| 137 |
+
1110 train 4.705091 (lr=9.8791e-04) (hash(x)=78202715)
|
| 138 |
+
1120 train 4.503892 (lr=9.8752e-04) (hash(x)=75187925)
|
| 139 |
+
1130 train 4.696259 (lr=9.8711e-04) (hash(x)=70507475)
|
| 140 |
+
1140 train 4.596849 (lr=9.8670e-04) (hash(x)=77911876)
|
| 141 |
+
1150 train 4.524327 (lr=9.8629e-04) (hash(x)=77470391)
|
| 142 |
+
1160 train 4.520265 (lr=9.8586e-04) (hash(x)=76266017)
|
| 143 |
+
1170 train 4.806881 (lr=9.8543e-04) (hash(x)=77505346)
|
| 144 |
+
1180 train 4.600049 (lr=9.8500e-04) (hash(x)=78978095)
|
| 145 |
+
1190 train 4.656416 (lr=9.8456e-04) (hash(x)=78602083)
|
| 146 |
+
1200 val loss 4.5877
|
| 147 |
+
1200 val perplexity 98.2684
|
| 148 |
+
1200 train 4.681677 (lr=9.8411e-04) (hash(x)=81700834)
|
| 149 |
+
1210 train 4.565983 (lr=9.8365e-04) (hash(x)=75776079)
|
| 150 |
+
1220 train 4.549867 (lr=9.8319e-04) (hash(x)=95908213)
|
| 151 |
+
1230 train 4.471623 (lr=9.8272e-04) (hash(x)=84269607)
|
| 152 |
+
1240 train 4.567751 (lr=9.8225e-04) (hash(x)=69460140)
|
| 153 |
+
1250 train 4.573816 (lr=9.8177e-04) (hash(x)=71522595)
|
| 154 |
+
1260 train 4.603982 (lr=9.8129e-04) (hash(x)=81155508)
|
| 155 |
+
1270 train 4.737506 (lr=9.8079e-04) (hash(x)=72842244)
|
| 156 |
+
1280 train 4.575050 (lr=9.8030e-04) (hash(x)=80034345)
|
| 157 |
+
1290 train 4.428643 (lr=9.7979e-04) (hash(x)=70948511)
|
| 158 |
+
1300 val loss 4.5141
|
| 159 |
+
1300 val perplexity 91.2984
|
| 160 |
+
1300 train 4.476729 (lr=9.7928e-04) (hash(x)=69667983)
|
| 161 |
+
1310 train 4.517889 (lr=9.7876e-04) (hash(x)=84077906)
|
| 162 |
+
1320 train 4.234534 (lr=9.7824e-04) (hash(x)=67481757)
|
| 163 |
+
1330 train 4.403744 (lr=9.7771e-04) (hash(x)=83761654)
|
| 164 |
+
1340 train 4.505623 (lr=9.7717e-04) (hash(x)=76630114)
|
| 165 |
+
1350 train 4.533320 (lr=9.7663e-04) (hash(x)=81080698)
|
| 166 |
+
1360 train 4.420274 (lr=9.7608e-04) (hash(x)=71019125)
|
| 167 |
+
1370 train 4.410006 (lr=9.7553e-04) (hash(x)=78550770)
|
| 168 |
+
1380 train 4.418458 (lr=9.7497e-04) (hash(x)=67017249)
|
| 169 |
+
1390 train 4.331968 (lr=9.7440e-04) (hash(x)=75430624)
|
| 170 |
+
1400 val loss 4.4904
|
| 171 |
+
1400 val perplexity 89.1552
|
| 172 |
+
1400 train 4.436020 (lr=9.7383e-04) (hash(x)=72720863)
|
| 173 |
+
1410 train 4.178013 (lr=9.7325e-04) (hash(x)=73824272)
|
| 174 |
+
1420 train 4.305560 (lr=9.7267e-04) (hash(x)=69424571)
|
| 175 |
+
1430 train 4.268951 (lr=9.7207e-04) (hash(x)=71030131)
|
| 176 |
+
1440 train 4.217274 (lr=9.7148e-04) (hash(x)=80088993)
|
| 177 |
+
1450 train 4.168185 (lr=9.7087e-04) (hash(x)=74332002)
|
| 178 |
+
1460 train 4.093929 (lr=9.7026e-04) (hash(x)=75132184)
|
| 179 |
+
1470 train 4.149832 (lr=9.6965e-04) (hash(x)=72644858)
|
| 180 |
+
1480 train 4.152047 (lr=9.6903e-04) (hash(x)=70677454)
|
| 181 |
+
1490 train 4.173537 (lr=9.6840e-04) (hash(x)=74408093)
|
| 182 |
+
1500 val loss 4.4340
|
| 183 |
+
1500 val perplexity 84.2718
|
| 184 |
+
1500 train 4.407459 (lr=9.6777e-04) (hash(x)=82777829)
|
| 185 |
+
1510 train 4.494979 (lr=9.6713e-04) (hash(x)=82481742)
|
| 186 |
+
1520 train 4.431778 (lr=9.6648e-04) (hash(x)=81580164)
|
| 187 |
+
1530 train 4.399837 (lr=9.6583e-04) (hash(x)=75892741)
|
| 188 |
+
1540 train 4.336584 (lr=9.6517e-04) (hash(x)=70574468)
|
| 189 |
+
1550 train 4.377357 (lr=9.6451e-04) (hash(x)=77451919)
|
| 190 |
+
1560 train 4.380383 (lr=9.6384e-04) (hash(x)=73148801)
|
| 191 |
+
1570 train 4.290299 (lr=9.6316e-04) (hash(x)=74661859)
|
| 192 |
+
1580 train 4.432652 (lr=9.6248e-04) (hash(x)=85484059)
|
| 193 |
+
1590 train 4.553872 (lr=9.6179e-04) (hash(x)=72848788)
|
| 194 |
+
1600 val loss 4.3532
|
| 195 |
+
1600 val perplexity 77.7236
|
| 196 |
+
1600 train 4.358281 (lr=9.6110e-04) (hash(x)=79468408)
|
| 197 |
+
1610 train 4.365561 (lr=9.6040e-04) (hash(x)=78654805)
|
| 198 |
+
1620 train 4.405781 (lr=9.5969e-04) (hash(x)=72348939)
|
| 199 |
+
1630 train 4.464393 (lr=9.5898e-04) (hash(x)=74107545)
|
| 200 |
+
1640 train 4.529867 (lr=9.5826e-04) (hash(x)=75470148)
|
| 201 |
+
1650 train 4.414195 (lr=9.5754e-04) (hash(x)=74478093)
|
| 202 |
+
1660 train 4.320990 (lr=9.5681e-04) (hash(x)=74077733)
|
| 203 |
+
1670 train 4.218833 (lr=9.5607e-04) (hash(x)=60922881)
|
| 204 |
+
1680 train 4.476503 (lr=9.5533e-04) (hash(x)=79401992)
|
| 205 |
+
1690 train 4.411097 (lr=9.5458e-04) (hash(x)=75405453)
|
| 206 |
+
1700 val loss 4.3546
|
| 207 |
+
1700 val perplexity 77.8328
|
| 208 |
+
1700 train 4.361378 (lr=9.5383e-04) (hash(x)=67378635)
|
| 209 |
+
1710 train 4.272304 (lr=9.5307e-04) (hash(x)=74327780)
|
| 210 |
+
1720 train 4.447429 (lr=9.5231e-04) (hash(x)=83288144)
|
| 211 |
+
1730 train 4.192892 (lr=9.5153e-04) (hash(x)=68094391)
|
| 212 |
+
1740 train 4.245912 (lr=9.5076e-04) (hash(x)=74943031)
|
| 213 |
+
1750 train 4.289745 (lr=9.4998e-04) (hash(x)=77148592)
|
| 214 |
+
1760 train 4.265447 (lr=9.4919e-04) (hash(x)=71352508)
|
| 215 |
+
1770 train 4.281930 (lr=9.4839e-04) (hash(x)=73819276)
|
| 216 |
+
1780 train 4.179723 (lr=9.4759e-04) (hash(x)=75338495)
|
| 217 |
+
1790 train 4.386617 (lr=9.4679e-04) (hash(x)=100973274)
|
| 218 |
+
1800 val loss 4.3184
|
| 219 |
+
1800 val perplexity 75.0707
|
| 220 |
+
1800 train 4.403097 (lr=9.4598e-04) (hash(x)=82399749)
|
| 221 |
+
1810 train 4.419158 (lr=9.4516e-04) (hash(x)=80859117)
|
| 222 |
+
1820 train 4.453051 (lr=9.4434e-04) (hash(x)=74215317)
|
| 223 |
+
1830 train 4.312271 (lr=9.4351e-04) (hash(x)=73527133)
|
| 224 |
+
1840 train 4.476528 (lr=9.4268e-04) (hash(x)=70049534)
|
| 225 |
+
1850 train 4.195002 (lr=9.4184e-04) (hash(x)=71891328)
|
| 226 |
+
1860 train 4.443893 (lr=9.4099e-04) (hash(x)=76433977)
|
| 227 |
+
1870 train 4.414962 (lr=9.4014e-04) (hash(x)=69103302)
|
| 228 |
+
1880 train 4.432602 (lr=9.3928e-04) (hash(x)=73328951)
|
| 229 |
+
1890 train 4.188231 (lr=9.3842e-04) (hash(x)=77718295)
|
| 230 |
+
1900 val loss 4.2715
|
| 231 |
+
1900 val perplexity 71.6254
|
| 232 |
+
1900 train 4.375031 (lr=9.3755e-04) (hash(x)=74708596)
|
| 233 |
+
1910 train 4.330207 (lr=9.3668e-04) (hash(x)=80918764)
|
| 234 |
+
1920 train 4.263230 (lr=9.3580e-04) (hash(x)=77248658)
|
| 235 |
+
1930 train 4.364061 (lr=9.3491e-04) (hash(x)=73945895)
|
| 236 |
+
1940 train 4.235381 (lr=9.3402e-04) (hash(x)=72252382)
|
| 237 |
+
1950 train 4.291055 (lr=9.3313e-04) (hash(x)=87410072)
|
| 238 |
+
1960 train 4.343136 (lr=9.3223e-04) (hash(x)=79408896)
|
| 239 |
+
1970 train 4.129812 (lr=9.3132e-04) (hash(x)=78848496)
|
| 240 |
+
1980 train 4.207821 (lr=9.3041e-04) (hash(x)=77601406)
|
| 241 |
+
1990 train 4.165915 (lr=9.2949e-04) (hash(x)=71775143)
|
| 242 |
+
2000 val loss 4.2275
|
| 243 |
+
2000 val perplexity 68.5449
|
| 244 |
+
2000 train 4.252492 (lr=9.2856e-04) (hash(x)=73721824)
|
| 245 |
+
2010 train 4.213508 (lr=9.2763e-04) (hash(x)=74757670)
|
| 246 |
+
2020 train 4.272916 (lr=9.2670e-04) (hash(x)=86234926)
|
| 247 |
+
2030 train 4.457973 (lr=9.2576e-04) (hash(x)=69882050)
|
| 248 |
+
2040 train 4.181327 (lr=9.2481e-04) (hash(x)=81004021)
|
| 249 |
+
2050 train 4.073867 (lr=9.2386e-04) (hash(x)=75592124)
|
| 250 |
+
2060 train 4.002054 (lr=9.2291e-04) (hash(x)=74811474)
|
| 251 |
+
2070 train 4.194228 (lr=9.2195e-04) (hash(x)=76209571)
|
| 252 |
+
2080 train 4.145471 (lr=9.2098e-04) (hash(x)=74973104)
|
| 253 |
+
2090 train 4.198992 (lr=9.2001e-04) (hash(x)=74977086)
|
| 254 |
+
2100 val loss 4.2534
|
| 255 |
+
2100 val perplexity 70.3429
|
| 256 |
+
2100 train 4.148748 (lr=9.1903e-04) (hash(x)=79579234)
|
| 257 |
+
2110 train 4.098315 (lr=9.1804e-04) (hash(x)=73442407)
|
| 258 |
+
2120 train 4.274135 (lr=9.1706e-04) (hash(x)=80281222)
|
| 259 |
+
2130 train 4.217751 (lr=9.1606e-04) (hash(x)=83139613)
|
| 260 |
+
2140 train 4.273276 (lr=9.1506e-04) (hash(x)=69936205)
|
| 261 |
+
2150 train 4.316131 (lr=9.1406e-04) (hash(x)=74768225)
|
| 262 |
+
2160 train 4.338952 (lr=9.1305e-04) (hash(x)=67473891)
|
| 263 |
+
2170 train 4.290520 (lr=9.1203e-04) (hash(x)=80351641)
|
| 264 |
+
2180 train 4.299978 (lr=9.1101e-04) (hash(x)=76303033)
|
| 265 |
+
2190 train 4.231803 (lr=9.0999e-04) (hash(x)=73585511)
|
| 266 |
+
2200 val loss 4.1864
|
| 267 |
+
2200 val perplexity 65.7852
|
| 268 |
+
2200 train 4.158675 (lr=9.0896e-04) (hash(x)=73195726)
|
| 269 |
+
2210 train 4.311562 (lr=9.0792e-04) (hash(x)=80614640)
|
| 270 |
+
2220 train 4.077424 (lr=9.0688e-04) (hash(x)=73107823)
|
| 271 |
+
2230 train 4.153723 (lr=9.0583e-04) (hash(x)=78921188)
|
| 272 |
+
2240 train 4.173172 (lr=9.0478e-04) (hash(x)=82527812)
|
| 273 |
+
2250 train 4.088119 (lr=9.0372e-04) (hash(x)=75909041)
|
| 274 |
+
2260 train 4.266368 (lr=9.0266e-04) (hash(x)=75266897)
|
| 275 |
+
2270 train 4.214224 (lr=9.0160e-04) (hash(x)=74444372)
|
| 276 |
+
2280 train 4.073836 (lr=9.0052e-04) (hash(x)=71643352)
|
| 277 |
+
2290 train 4.251841 (lr=8.9945e-04) (hash(x)=73081122)
|
| 278 |
+
2300 val loss 4.1653
|
| 279 |
+
2300 val perplexity 64.4138
|
| 280 |
+
2300 train 4.039475 (lr=8.9836e-04) (hash(x)=73133506)
|
| 281 |
+
2310 train 4.099180 (lr=8.9728e-04) (hash(x)=73796905)
|
| 282 |
+
2320 train 4.075785 (lr=8.9618e-04) (hash(x)=79133958)
|
| 283 |
+
2330 train 4.096443 (lr=8.9509e-04) (hash(x)=79177833)
|
| 284 |
+
2340 train 4.130397 (lr=8.9398e-04) (hash(x)=72790081)
|
| 285 |
+
2350 train 4.110607 (lr=8.9288e-04) (hash(x)=65070947)
|
| 286 |
+
2360 train 4.264915 (lr=8.9177e-04) (hash(x)=73178485)
|
| 287 |
+
2370 train 4.219382 (lr=8.9065e-04) (hash(x)=71904548)
|
| 288 |
+
2380 train 4.043080 (lr=8.8953e-04) (hash(x)=73416656)
|
| 289 |
+
2390 train 4.184124 (lr=8.8840e-04) (hash(x)=71563647)
|
| 290 |
+
2400 val loss 4.1734
|
| 291 |
+
2400 val perplexity 64.9370
|
| 292 |
+
2400 train 4.261228 (lr=8.8727e-04) (hash(x)=82236758)
|
| 293 |
+
2410 train 4.063186 (lr=8.8613e-04) (hash(x)=76229570)
|
| 294 |
+
2420 train 4.272271 (lr=8.8499e-04) (hash(x)=71056939)
|
| 295 |
+
2430 train 4.122241 (lr=8.8384e-04) (hash(x)=76280968)
|
| 296 |
+
2440 train 3.875177 (lr=8.8269e-04) (hash(x)=84199966)
|
| 297 |
+
2450 train 4.299001 (lr=8.8153e-04) (hash(x)=84985998)
|
| 298 |
+
2460 train 4.048522 (lr=8.8037e-04) (hash(x)=94074119)
|
| 299 |
+
2470 train 4.247514 (lr=8.7921e-04) (hash(x)=81246200)
|
| 300 |
+
2480 train 4.191588 (lr=8.7804e-04) (hash(x)=76225235)
|
| 301 |
+
2490 train 4.119070 (lr=8.7686e-04) (hash(x)=76541445)
|
| 302 |
+
2500 val loss 4.1162
|
| 303 |
+
2500 val perplexity 61.3264
|
| 304 |
+
2500 train 4.196284 (lr=8.7568e-04) (hash(x)=77708978)
|
| 305 |
+
2510 train 4.066960 (lr=8.7450e-04) (hash(x)=75319253)
|
| 306 |
+
2520 train 4.092705 (lr=8.7331e-04) (hash(x)=67190186)
|
| 307 |
+
2530 train 4.271063 (lr=8.7211e-04) (hash(x)=82496813)
|
| 308 |
+
2540 train 4.037810 (lr=8.7091e-04) (hash(x)=78100449)
|
| 309 |
+
2550 train 4.103054 (lr=8.6971e-04) (hash(x)=80190873)
|
| 310 |
+
2560 train 4.018284 (lr=8.6850e-04) (hash(x)=77711923)
|
| 311 |
+
2570 train 4.132126 (lr=8.6729e-04) (hash(x)=79825674)
|
| 312 |
+
2580 train 3.981089 (lr=8.6607e-04) (hash(x)=77024199)
|
| 313 |
+
2590 train 4.059968 (lr=8.6485e-04) (hash(x)=72139372)
|
| 314 |
+
2600 val loss 4.1028
|
| 315 |
+
2600 val perplexity 60.5065
|
| 316 |
+
2600 train 4.015438 (lr=8.6362e-04) (hash(x)=71362290)
|
| 317 |
+
2610 train 4.152131 (lr=8.6239e-04) (hash(x)=80679759)
|
| 318 |
+
2620 train 3.976839 (lr=8.6116e-04) (hash(x)=75079422)
|
| 319 |
+
2630 train 4.085567 (lr=8.5991e-04) (hash(x)=70323867)
|
| 320 |
+
2640 train 3.985546 (lr=8.5867e-04) (hash(x)=81444590)
|
| 321 |
+
2650 train 4.009567 (lr=8.5742e-04) (hash(x)=71086644)
|
| 322 |
+
2660 train 3.953842 (lr=8.5617e-04) (hash(x)=73339459)
|
| 323 |
+
2670 train 4.129621 (lr=8.5491e-04) (hash(x)=74666974)
|
| 324 |
+
2680 train 4.159144 (lr=8.5365e-04) (hash(x)=79117538)
|
| 325 |
+
2690 train 4.154873 (lr=8.5238e-04) (hash(x)=65928715)
|
| 326 |
+
2700 val loss 4.0972
|
| 327 |
+
2700 val perplexity 60.1725
|
| 328 |
+
2700 train 4.159644 (lr=8.5111e-04) (hash(x)=79416673)
|
| 329 |
+
2710 train 4.004745 (lr=8.4983e-04) (hash(x)=65110265)
|
| 330 |
+
2720 train 4.219120 (lr=8.4855e-04) (hash(x)=60942352)
|
| 331 |
+
2730 train 4.182342 (lr=8.4727e-04) (hash(x)=68786492)
|
| 332 |
+
2740 train 4.071064 (lr=8.4598e-04) (hash(x)=71480596)
|
| 333 |
+
2750 train 4.041572 (lr=8.4469e-04) (hash(x)=84054551)
|
| 334 |
+
2760 train 4.004358 (lr=8.4339e-04) (hash(x)=94608646)
|
| 335 |
+
2770 train 4.083294 (lr=8.4209e-04) (hash(x)=73708388)
|
| 336 |
+
2780 train 4.005244 (lr=8.4078e-04) (hash(x)=88054328)
|
| 337 |
+
2790 train 4.172704 (lr=8.3947e-04) (hash(x)=88920089)
|
| 338 |
+
2800 val loss 4.0637
|
| 339 |
+
2800 val perplexity 58.1873
|
| 340 |
+
2800 train 4.058393 (lr=8.3816e-04) (hash(x)=80878641)
|
| 341 |
+
2810 train 4.101612 (lr=8.3684e-04) (hash(x)=71310778)
|
| 342 |
+
2820 train 4.096463 (lr=8.3552e-04) (hash(x)=69986577)
|
| 343 |
+
2830 train 4.073813 (lr=8.3419e-04) (hash(x)=78866280)
|
| 344 |
+
2840 train 4.161679 (lr=8.3286e-04) (hash(x)=84135925)
|
| 345 |
+
2850 train 4.157485 (lr=8.3153e-04) (hash(x)=74153539)
|
| 346 |
+
2860 train 4.047184 (lr=8.3019e-04) (hash(x)=74749949)
|
| 347 |
+
2870 train 4.132497 (lr=8.2884e-04) (hash(x)=72237368)
|
| 348 |
+
2880 train 3.981327 (lr=8.2750e-04) (hash(x)=77118077)
|
| 349 |
+
2890 train 4.082878 (lr=8.2615e-04) (hash(x)=73010418)
|
| 350 |
+
2900 val loss 4.0431
|
| 351 |
+
2900 val perplexity 57.0048
|
| 352 |
+
2900 train 3.968037 (lr=8.2479e-04) (hash(x)=70624604)
|
| 353 |
+
2910 train 3.979253 (lr=8.2343e-04) (hash(x)=72862034)
|
| 354 |
+
2920 train 3.907590 (lr=8.2207e-04) (hash(x)=74542687)
|
| 355 |
+
2930 train 4.108903 (lr=8.2070e-04) (hash(x)=71424119)
|
| 356 |
+
2940 train 4.007574 (lr=8.1933e-04) (hash(x)=68581990)
|
| 357 |
+
2950 train 4.033174 (lr=8.1796e-04) (hash(x)=75184497)
|
| 358 |
+
2960 train 4.161138 (lr=8.1658e-04) (hash(x)=79104818)
|
| 359 |
+
2970 train 3.949968 (lr=8.1520e-04) (hash(x)=75872591)
|
| 360 |
+
2980 train 4.025938 (lr=8.1381e-04) (hash(x)=78565892)
|
| 361 |
+
2990 train 3.973404 (lr=8.1242e-04) (hash(x)=77347407)
|
| 362 |
+
3000 val loss 4.0543
|
| 363 |
+
3000 val perplexity 57.6469
|
| 364 |
+
3000 train 3.968811 (lr=8.1103e-04) (hash(x)=73568709)
|
| 365 |
+
3010 train 3.954822 (lr=8.0963e-04) (hash(x)=83954777)
|
| 366 |
+
3020 train 3.950898 (lr=8.0823e-04) (hash(x)=91325052)
|
| 367 |
+
3030 train 4.182109 (lr=8.0682e-04) (hash(x)=73073624)
|
| 368 |
+
3040 train 4.013264 (lr=8.0541e-04) (hash(x)=78263491)
|
| 369 |
+
3050 train 4.059776 (lr=8.0400e-04) (hash(x)=75006046)
|
| 370 |
+
3060 train 3.809413 (lr=8.0258e-04) (hash(x)=77283473)
|
| 371 |
+
3070 train 4.167386 (lr=8.0116e-04) (hash(x)=70498330)
|
| 372 |
+
3080 train 4.015658 (lr=7.9974e-04) (hash(x)=74632023)
|
| 373 |
+
3090 train 4.016079 (lr=7.9831e-04) (hash(x)=71582163)
|
| 374 |
+
3100 val loss 4.0139
|
| 375 |
+
3100 val perplexity 55.3628
|
| 376 |
+
3100 train 4.008207 (lr=7.9688e-04) (hash(x)=76032144)
|
| 377 |
+
3110 train 4.085329 (lr=7.9545e-04) (hash(x)=79935326)
|
| 378 |
+
3120 train 4.104363 (lr=7.9401e-04) (hash(x)=81668940)
|
| 379 |
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3130 train 4.029022 (lr=7.9257e-04) (hash(x)=81530706)
|
| 380 |
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3140 train 4.021668 (lr=7.9112e-04) (hash(x)=75958994)
|
| 381 |
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3150 train 4.108933 (lr=7.8967e-04) (hash(x)=70375358)
|
| 382 |
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3160 train 4.026141 (lr=7.8822e-04) (hash(x)=81742382)
|
| 383 |
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3170 train 4.008487 (lr=7.8677e-04) (hash(x)=73892129)
|
| 384 |
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3180 train 4.024062 (lr=7.8531e-04) (hash(x)=69584996)
|
| 385 |
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3190 train 4.003625 (lr=7.8384e-04) (hash(x)=74711675)
|
| 386 |
+
3200 val loss 4.0076
|
| 387 |
+
3200 val perplexity 55.0135
|
| 388 |
+
3200 train 4.113000 (lr=7.8238e-04) (hash(x)=72943579)
|
| 389 |
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3210 train 4.072075 (lr=7.8091e-04) (hash(x)=76110656)
|
| 390 |
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3220 train 3.854102 (lr=7.7944e-04) (hash(x)=70203094)
|
| 391 |
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3230 train 4.005814 (lr=7.7796e-04) (hash(x)=60287090)
|
| 392 |
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3240 train 3.941430 (lr=7.7648e-04) (hash(x)=74302555)
|
| 393 |
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3250 train 4.046152 (lr=7.7500e-04) (hash(x)=72366702)
|
| 394 |
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3260 train 3.946336 (lr=7.7351e-04) (hash(x)=73014004)
|
| 395 |
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3270 train 3.832401 (lr=7.7203e-04) (hash(x)=75491051)
|
| 396 |
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3280 train 4.064177 (lr=7.7053e-04) (hash(x)=82821096)
|
| 397 |
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3290 train 3.889500 (lr=7.6904e-04) (hash(x)=77913090)
|
| 398 |
+
3300 val loss 4.0103
|
| 399 |
+
3300 val perplexity 55.1629
|
| 400 |
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3300 train 4.036943 (lr=7.6754e-04) (hash(x)=72779327)
|
| 401 |
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3310 train 3.965623 (lr=7.6604e-04) (hash(x)=76032908)
|
| 402 |
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3320 train 3.836689 (lr=7.6453e-04) (hash(x)=66875476)
|
| 403 |
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3330 train 3.896916 (lr=7.6303e-04) (hash(x)=67498762)
|
| 404 |
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3340 train 4.034355 (lr=7.6151e-04) (hash(x)=77920169)
|
| 405 |
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3350 train 4.027437 (lr=7.6000e-04) (hash(x)=87527839)
|
| 406 |
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3360 train 3.859725 (lr=7.5848e-04) (hash(x)=78010101)
|
| 407 |
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3370 train 4.070470 (lr=7.5696e-04) (hash(x)=76688335)
|
| 408 |
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3380 train 4.059451 (lr=7.5544e-04) (hash(x)=80832602)
|
| 409 |
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3390 train 3.905339 (lr=7.5391e-04) (hash(x)=75944307)
|
| 410 |
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3400 val loss 3.9887
|
| 411 |
+
3400 val perplexity 53.9863
|
| 412 |
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3400 train 4.184787 (lr=7.5238e-04) (hash(x)=67516962)
|
| 413 |
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3410 train 4.042036 (lr=7.5085e-04) (hash(x)=72960118)
|
| 414 |
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3420 train 4.062222 (lr=7.4932e-04) (hash(x)=77405757)
|
| 415 |
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3430 train 4.091372 (lr=7.4778e-04) (hash(x)=76094785)
|
| 416 |
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3440 train 3.901554 (lr=7.4624e-04) (hash(x)=68336851)
|
| 417 |
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3450 train 3.893520 (lr=7.4470e-04) (hash(x)=71910579)
|
| 418 |
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3460 train 3.936821 (lr=7.4315e-04) (hash(x)=74170641)
|
| 419 |
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3470 train 4.033819 (lr=7.4160e-04) (hash(x)=75423851)
|
| 420 |
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3480 train 3.986952 (lr=7.4005e-04) (hash(x)=73367119)
|
| 421 |
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3490 train 3.853799 (lr=7.3849e-04) (hash(x)=75558326)
|
| 422 |
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3500 val loss 3.9811
|
| 423 |
+
3500 val perplexity 53.5768
|
| 424 |
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3500 train 3.876295 (lr=7.3694e-04) (hash(x)=69187503)
|
| 425 |
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3510 train 3.986142 (lr=7.3538e-04) (hash(x)=80052583)
|
| 426 |
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3520 train 3.978205 (lr=7.3381e-04) (hash(x)=73819848)
|
| 427 |
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3530 train 3.798000 (lr=7.3225e-04) (hash(x)=71358103)
|
| 428 |
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3540 train 3.952610 (lr=7.3068e-04) (hash(x)=95551988)
|
| 429 |
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3550 train 4.004719 (lr=7.2911e-04) (hash(x)=75088121)
|
| 430 |
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3560 train 4.011243 (lr=7.2754e-04) (hash(x)=80473866)
|
| 431 |
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3570 train 4.026552 (lr=7.2596e-04) (hash(x)=73228665)
|
| 432 |
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3580 train 3.925741 (lr=7.2438e-04) (hash(x)=76321895)
|
| 433 |
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3590 train 3.849825 (lr=7.2280e-04) (hash(x)=74530382)
|
| 434 |
+
3600 val loss 3.9675
|
| 435 |
+
3600 val perplexity 52.8528
|
| 436 |
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3600 train 3.929077 (lr=7.2122e-04) (hash(x)=69686188)
|
| 437 |
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3610 train 3.960974 (lr=7.1963e-04) (hash(x)=66842873)
|
| 438 |
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3620 train 3.952906 (lr=7.1804e-04) (hash(x)=74921650)
|
| 439 |
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3630 train 3.850386 (lr=7.1645e-04) (hash(x)=79834656)
|
| 440 |
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3640 train 3.970330 (lr=7.1486e-04) (hash(x)=75122572)
|
| 441 |
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3650 train 3.903623 (lr=7.1326e-04) (hash(x)=77134480)
|
| 442 |
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3660 train 4.063825 (lr=7.1167e-04) (hash(x)=73027661)
|
| 443 |
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3670 train 4.118287 (lr=7.1007e-04) (hash(x)=85366911)
|
| 444 |
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3680 train 4.000724 (lr=7.0846e-04) (hash(x)=75873712)
|
| 445 |
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3690 train 4.092496 (lr=7.0686e-04) (hash(x)=81324159)
|
| 446 |
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3700 val loss 3.9540
|
| 447 |
+
3700 val perplexity 52.1413
|
| 448 |
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3700 train 3.987675 (lr=7.0525e-04) (hash(x)=75354374)
|
| 449 |
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3710 train 4.039375 (lr=7.0364e-04) (hash(x)=73820036)
|
| 450 |
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3720 train 4.044855 (lr=7.0203e-04) (hash(x)=69279349)
|
| 451 |
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3730 train 4.011619 (lr=7.0041e-04) (hash(x)=76885056)
|
| 452 |
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3740 train 3.887223 (lr=6.9880e-04) (hash(x)=66083153)
|
| 453 |
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3750 train 3.886369 (lr=6.9718e-04) (hash(x)=82585096)
|
| 454 |
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3760 train 3.855583 (lr=6.9556e-04) (hash(x)=74734456)
|
| 455 |
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3770 train 3.844720 (lr=6.9394e-04) (hash(x)=74077986)
|
| 456 |
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3780 train 3.848018 (lr=6.9231e-04) (hash(x)=73794394)
|
| 457 |
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3790 train 3.875733 (lr=6.9069e-04) (hash(x)=75877136)
|
| 458 |
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3800 val loss 3.9414
|
| 459 |
+
3800 val perplexity 51.4908
|
| 460 |
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3800 train 3.972227 (lr=6.8906e-04) (hash(x)=72150028)
|
| 461 |
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3810 train 4.061382 (lr=6.8743e-04) (hash(x)=77316418)
|
| 462 |
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3820 train 4.255692 (lr=6.8579e-04) (hash(x)=79951144)
|
| 463 |
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3830 train 3.941373 (lr=6.8416e-04) (hash(x)=72971714)
|
| 464 |
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3840 train 3.965837 (lr=6.8252e-04) (hash(x)=78168722)
|
| 465 |
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3850 train 3.798503 (lr=6.8088e-04) (hash(x)=72103764)
|
| 466 |
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3860 train 3.848412 (lr=6.7924e-04) (hash(x)=70399281)
|
| 467 |
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3870 train 4.032396 (lr=6.7760e-04) (hash(x)=71911595)
|
| 468 |
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3880 train 3.836545 (lr=6.7596e-04) (hash(x)=72034433)
|
| 469 |
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3890 train 3.831523 (lr=6.7431e-04) (hash(x)=73270524)
|
| 470 |
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3900 val loss 3.9355
|
| 471 |
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3900 val perplexity 51.1879
|
| 472 |
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3900 train 3.823839 (lr=6.7266e-04) (hash(x)=71934546)
|
| 473 |
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3910 train 3.987900 (lr=6.7101e-04) (hash(x)=78906659)
|
| 474 |
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3920 train 3.882963 (lr=6.6936e-04) (hash(x)=67852098)
|
| 475 |
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3930 train 3.845071 (lr=6.6771e-04) (hash(x)=75387628)
|
| 476 |
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3940 train 3.956375 (lr=6.6605e-04) (hash(x)=72407767)
|
| 477 |
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3950 train 3.814538 (lr=6.6440e-04) (hash(x)=66515238)
|
| 478 |
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3960 train 3.997642 (lr=6.6274e-04) (hash(x)=73337537)
|
| 479 |
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3970 train 3.994295 (lr=6.6108e-04) (hash(x)=74639467)
|
| 480 |
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3980 train 3.989024 (lr=6.5942e-04) (hash(x)=76044746)
|
| 481 |
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3990 train 4.003694 (lr=6.5776e-04) (hash(x)=71769001)
|
| 482 |
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4000 val loss 3.9121
|
| 483 |
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4000 val perplexity 50.0062
|
| 484 |
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4000 train 3.877454 (lr=6.5609e-04) (hash(x)=70257299)
|
| 485 |
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4010 train 3.928067 (lr=6.5443e-04) (hash(x)=71314416)
|
| 486 |
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4020 train 4.046541 (lr=6.5276e-04) (hash(x)=82315713)
|
| 487 |
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4030 train 3.980618 (lr=6.5109e-04) (hash(x)=65813944)
|
| 488 |
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4040 train 3.869294 (lr=6.4942e-04) (hash(x)=78277446)
|
| 489 |
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4050 train 3.924748 (lr=6.4775e-04) (hash(x)=77850258)
|
| 490 |
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4060 train 4.026044 (lr=6.4607e-04) (hash(x)=69511868)
|
| 491 |
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4070 train 3.850436 (lr=6.4440e-04) (hash(x)=77262761)
|
| 492 |
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4080 train 3.899817 (lr=6.4272e-04) (hash(x)=79691185)
|
| 493 |
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4090 train 3.718890 (lr=6.4104e-04) (hash(x)=74848196)
|
| 494 |
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4100 val loss 3.9099
|
| 495 |
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4100 val perplexity 49.8921
|
| 496 |
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4100 train 3.877767 (lr=6.3937e-04) (hash(x)=72761342)
|
| 497 |
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4110 train 3.972394 (lr=6.3769e-04) (hash(x)=58710996)
|
| 498 |
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4120 train 3.854548 (lr=6.3600e-04) (hash(x)=75794649)
|
| 499 |
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4130 train 3.973106 (lr=6.3432e-04) (hash(x)=72213336)
|
| 500 |
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4140 train 3.886581 (lr=6.3264e-04) (hash(x)=75842443)
|
| 501 |
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4150 train 3.799202 (lr=6.3095e-04) (hash(x)=70329458)
|
| 502 |
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4160 train 3.786905 (lr=6.2927e-04) (hash(x)=88536084)
|
| 503 |
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4170 train 3.945808 (lr=6.2758e-04) (hash(x)=76887790)
|
| 504 |
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4180 train 3.830776 (lr=6.2589e-04) (hash(x)=76755599)
|
| 505 |
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4190 train 3.837867 (lr=6.2420e-04) (hash(x)=71379783)
|
| 506 |
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4200 val loss 3.9094
|
| 507 |
+
4200 val perplexity 49.8693
|
| 508 |
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4200 train 3.822284 (lr=6.2251e-04) (hash(x)=112576746)
|
| 509 |
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4210 train 3.733948 (lr=6.2082e-04) (hash(x)=77101027)
|
| 510 |
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4220 train 3.912746 (lr=6.1913e-04) (hash(x)=71607880)
|
| 511 |
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4230 train 3.823435 (lr=6.1743e-04) (hash(x)=72892070)
|
| 512 |
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4240 train 3.765296 (lr=6.1574e-04) (hash(x)=70967675)
|
| 513 |
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4250 train 3.862766 (lr=6.1404e-04) (hash(x)=75050831)
|
| 514 |
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4260 train 3.921880 (lr=6.1235e-04) (hash(x)=75249845)
|
| 515 |
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4270 train 3.913503 (lr=6.1065e-04) (hash(x)=82744946)
|
| 516 |
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4280 train 3.895804 (lr=6.0895e-04) (hash(x)=68857061)
|
| 517 |
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4290 train 3.884595 (lr=6.0725e-04) (hash(x)=80434125)
|
| 518 |
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4300 val loss 3.8900
|
| 519 |
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4300 val perplexity 48.9130
|
| 520 |
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4300 train 3.851652 (lr=6.0555e-04) (hash(x)=84624166)
|
| 521 |
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4310 train 3.781058 (lr=6.0385e-04) (hash(x)=60925156)
|
| 522 |
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4320 train 3.923411 (lr=6.0215e-04) (hash(x)=75956316)
|
| 523 |
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4330 train 3.841059 (lr=6.0044e-04) (hash(x)=74068056)
|
| 524 |
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4340 train 4.084041 (lr=5.9874e-04) (hash(x)=94977597)
|
| 525 |
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4350 train 3.969670 (lr=5.9704e-04) (hash(x)=71781944)
|
| 526 |
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4360 train 4.021977 (lr=5.9533e-04) (hash(x)=74308923)
|
| 527 |
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4370 train 3.867145 (lr=5.9363e-04) (hash(x)=76645666)
|
| 528 |
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4380 train 3.847078 (lr=5.9192e-04) (hash(x)=73326958)
|
| 529 |
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4390 train 3.835787 (lr=5.9022e-04) (hash(x)=74743749)
|
| 530 |
+
4400 val loss 3.8791
|
| 531 |
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4400 val perplexity 48.3830
|
| 532 |
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4400 train 3.962578 (lr=5.8851e-04) (hash(x)=73116611)
|
| 533 |
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4410 train 3.736036 (lr=5.8680e-04) (hash(x)=68578568)
|
| 534 |
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4420 train 3.968826 (lr=5.8509e-04) (hash(x)=78085026)
|
| 535 |
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4430 train 3.853173 (lr=5.8338e-04) (hash(x)=71504765)
|
| 536 |
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4440 train 4.046264 (lr=5.8168e-04) (hash(x)=73163972)
|
| 537 |
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4450 train 3.864668 (lr=5.7997e-04) (hash(x)=81967324)
|
| 538 |
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4460 train 3.835377 (lr=5.7826e-04) (hash(x)=67796275)
|
| 539 |
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4470 train 3.865762 (lr=5.7655e-04) (hash(x)=75136849)
|
| 540 |
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4480 train 3.824352 (lr=5.7483e-04) (hash(x)=80109861)
|
| 541 |
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4490 train 3.750341 (lr=5.7312e-04) (hash(x)=72094345)
|
| 542 |
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4500 val loss 3.8688
|
| 543 |
+
4500 val perplexity 47.8852
|
| 544 |
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4500 train 3.763227 (lr=5.7141e-04) (hash(x)=77660356)
|
| 545 |
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4510 train 3.744982 (lr=5.6970e-04) (hash(x)=71303771)
|
| 546 |
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4520 train 3.958481 (lr=5.6799e-04) (hash(x)=67353213)
|
| 547 |
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4530 train 3.589906 (lr=5.6628e-04) (hash(x)=91984280)
|
| 548 |
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4540 train 3.740797 (lr=5.6456e-04) (hash(x)=74918518)
|
| 549 |
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4550 train 3.839872 (lr=5.6285e-04) (hash(x)=80129084)
|
| 550 |
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4560 train 3.768359 (lr=5.6114e-04) (hash(x)=74762343)
|
| 551 |
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4570 train 3.735575 (lr=5.5942e-04) (hash(x)=83264256)
|
| 552 |
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4580 train 3.844501 (lr=5.5771e-04) (hash(x)=77701601)
|
| 553 |
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4590 train 3.778143 (lr=5.5600e-04) (hash(x)=72730921)
|
| 554 |
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4600 val loss 3.8617
|
| 555 |
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4600 val perplexity 47.5478
|
| 556 |
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4600 train 3.828333 (lr=5.5428e-04) (hash(x)=77801190)
|
| 557 |
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4610 train 3.899195 (lr=5.5257e-04) (hash(x)=64563241)
|
| 558 |
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4620 train 3.833240 (lr=5.5086e-04) (hash(x)=75462951)
|
| 559 |
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4630 train 3.881160 (lr=5.4914e-04) (hash(x)=74708327)
|
| 560 |
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4640 train 3.785066 (lr=5.4743e-04) (hash(x)=83297632)
|
| 561 |
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4650 train 3.894285 (lr=5.4572e-04) (hash(x)=81914758)
|
| 562 |
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4660 train 3.915007 (lr=5.4400e-04) (hash(x)=71367268)
|
| 563 |
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4670 train 3.795990 (lr=5.4229e-04) (hash(x)=73587555)
|
| 564 |
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4680 train 3.910823 (lr=5.4058e-04) (hash(x)=74734602)
|
| 565 |
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4690 train 4.010897 (lr=5.3886e-04) (hash(x)=77508704)
|
| 566 |
+
4700 val loss 3.8466
|
| 567 |
+
4700 val perplexity 46.8340
|
| 568 |
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4700 train 3.811380 (lr=5.3715e-04) (hash(x)=73228682)
|
| 569 |
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4710 train 3.835506 (lr=5.3544e-04) (hash(x)=73851956)
|
| 570 |
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4720 train 3.883692 (lr=5.3372e-04) (hash(x)=71244190)
|
| 571 |
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4730 train 3.646925 (lr=5.3201e-04) (hash(x)=74416580)
|
| 572 |
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4740 train 3.879030 (lr=5.3030e-04) (hash(x)=69259353)
|
| 573 |
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4750 train 3.850823 (lr=5.2859e-04) (hash(x)=77662887)
|
| 574 |
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4760 train 3.792641 (lr=5.2688e-04) (hash(x)=73001257)
|
| 575 |
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4770 train 3.744576 (lr=5.2517e-04) (hash(x)=81466432)
|
| 576 |
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4780 train 3.687579 (lr=5.2345e-04) (hash(x)=76710780)
|
| 577 |
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4790 train 3.838884 (lr=5.2174e-04) (hash(x)=72440698)
|
| 578 |
+
4800 val loss 3.8486
|
| 579 |
+
4800 val perplexity 46.9251
|
| 580 |
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4800 train 3.720203 (lr=5.2003e-04) (hash(x)=75002116)
|
| 581 |
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4810 train 3.776699 (lr=5.1832e-04) (hash(x)=84873693)
|
| 582 |
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4820 train 3.623518 (lr=5.1662e-04) (hash(x)=68563264)
|
| 583 |
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4830 train 3.741002 (lr=5.1491e-04) (hash(x)=76811982)
|
| 584 |
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4840 train 3.655573 (lr=5.1320e-04) (hash(x)=73763746)
|
| 585 |
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4850 train 3.868413 (lr=5.1149e-04) (hash(x)=72834169)
|
| 586 |
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4860 train 3.808540 (lr=5.0978e-04) (hash(x)=71420794)
|
| 587 |
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4870 train 3.927446 (lr=5.0808e-04) (hash(x)=82083784)
|
| 588 |
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4880 train 3.902657 (lr=5.0637e-04) (hash(x)=71399278)
|
| 589 |
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4890 train 3.962420 (lr=5.0467e-04) (hash(x)=80791916)
|
| 590 |
+
4900 val loss 3.8318
|
| 591 |
+
4900 val perplexity 46.1453
|
| 592 |
+
4900 train 3.848641 (lr=5.0296e-04) (hash(x)=76275522)
|
| 593 |
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4910 train 4.007618 (lr=5.0126e-04) (hash(x)=73846113)
|
| 594 |
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4920 train 3.935615 (lr=4.9956e-04) (hash(x)=65906497)
|
| 595 |
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4930 train 3.739518 (lr=4.9785e-04) (hash(x)=74564994)
|
| 596 |
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4940 train 4.004200 (lr=4.9615e-04) (hash(x)=78282849)
|
| 597 |
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4950 train 3.815697 (lr=4.9445e-04) (hash(x)=75618079)
|
| 598 |
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4960 train 3.959253 (lr=4.9275e-04) (hash(x)=78308363)
|
| 599 |
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4970 train 3.820936 (lr=4.9105e-04) (hash(x)=81122810)
|
| 600 |
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4980 train 3.962206 (lr=4.8935e-04) (hash(x)=72474525)
|
| 601 |
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4990 train 3.820616 (lr=4.8765e-04) (hash(x)=71682033)
|
| 602 |
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5000 val loss 3.8143
|
| 603 |
+
5000 val perplexity 45.3471
|
| 604 |
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5000 train 3.771644 (lr=4.8596e-04) (hash(x)=74751266)
|
| 605 |
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5010 train 3.841506 (lr=4.8426e-04) (hash(x)=71876255)
|
| 606 |
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5020 train 4.012558 (lr=4.8257e-04) (hash(x)=67006293)
|
| 607 |
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5030 train 3.821250 (lr=4.8087e-04) (hash(x)=55446837)
|
| 608 |
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5040 train 3.931035 (lr=4.7918e-04) (hash(x)=72139304)
|
| 609 |
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5050 train 3.912959 (lr=4.7749e-04) (hash(x)=72848819)
|
| 610 |
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5060 train 3.840793 (lr=4.7580e-04) (hash(x)=74756891)
|
| 611 |
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5070 train 3.826256 (lr=4.7411e-04) (hash(x)=71425192)
|
| 612 |
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5080 train 3.704717 (lr=4.7242e-04) (hash(x)=91717336)
|
| 613 |
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5090 train 3.711437 (lr=4.7073e-04) (hash(x)=78489482)
|
| 614 |
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5100 val loss 3.8154
|
| 615 |
+
5100 val perplexity 45.3969
|
| 616 |
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5100 train 3.703903 (lr=4.6905e-04) (hash(x)=102417092)
|
| 617 |
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5110 train 3.773282 (lr=4.6736e-04) (hash(x)=67631270)
|
| 618 |
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5120 train 3.762649 (lr=4.6568e-04) (hash(x)=70575439)
|
| 619 |
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5130 train 3.797820 (lr=4.6400e-04) (hash(x)=73933044)
|
| 620 |
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5140 train 3.664560 (lr=4.6231e-04) (hash(x)=75105935)
|
| 621 |
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5150 train 3.784578 (lr=4.6063e-04) (hash(x)=75662761)
|
| 622 |
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5160 train 3.784907 (lr=4.5896e-04) (hash(x)=77254705)
|
| 623 |
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5170 train 3.750488 (lr=4.5728e-04) (hash(x)=67051450)
|
| 624 |
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5180 train 3.575444 (lr=4.5560e-04) (hash(x)=69736129)
|
| 625 |
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5190 train 3.590010 (lr=4.5393e-04) (hash(x)=68256740)
|
| 626 |
+
5200 val loss 3.8137
|
| 627 |
+
5200 val perplexity 45.3177
|
| 628 |
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5200 train 3.551154 (lr=4.5225e-04) (hash(x)=69483022)
|
| 629 |
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5210 train 3.607293 (lr=4.5058e-04) (hash(x)=74805034)
|
| 630 |
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5220 train 3.584081 (lr=4.4891e-04) (hash(x)=75297212)
|
| 631 |
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5230 train 3.508024 (lr=4.4724e-04) (hash(x)=69772814)
|
| 632 |
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5240 train 3.622215 (lr=4.4557e-04) (hash(x)=72164549)
|
| 633 |
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5250 train 3.484519 (lr=4.4391e-04) (hash(x)=73896592)
|
| 634 |
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5260 train 3.629845 (lr=4.4224e-04) (hash(x)=75901314)
|
| 635 |
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5270 train 3.504444 (lr=4.4058e-04) (hash(x)=76054156)
|
| 636 |
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5280 train 3.843983 (lr=4.3892e-04) (hash(x)=85568643)
|
| 637 |
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5290 train 3.884977 (lr=4.3726e-04) (hash(x)=84053592)
|
| 638 |
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5300 val loss 3.7978
|
| 639 |
+
5300 val perplexity 44.6012
|
| 640 |
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5300 train 3.767685 (lr=4.3560e-04) (hash(x)=73135718)
|
| 641 |
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5310 train 3.913254 (lr=4.3395e-04) (hash(x)=73149116)
|
| 642 |
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5320 train 3.891977 (lr=4.3229e-04) (hash(x)=77101540)
|
| 643 |
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5330 train 3.725110 (lr=4.3064e-04) (hash(x)=84274756)
|
| 644 |
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5340 train 3.748969 (lr=4.2899e-04) (hash(x)=74181619)
|
| 645 |
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5350 train 3.633959 (lr=4.2734e-04) (hash(x)=69664265)
|
| 646 |
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5360 train 3.860588 (lr=4.2569e-04) (hash(x)=68837592)
|
| 647 |
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5370 train 3.795830 (lr=4.2404e-04) (hash(x)=75148213)
|
| 648 |
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5380 train 3.886878 (lr=4.2240e-04) (hash(x)=68908917)
|
| 649 |
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5390 train 3.852165 (lr=4.2076e-04) (hash(x)=72753463)
|
| 650 |
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5400 val loss 3.7794
|
| 651 |
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5400 val perplexity 43.7889
|
| 652 |
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5400 train 3.749935 (lr=4.1912e-04) (hash(x)=69948122)
|
| 653 |
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5410 train 3.655521 (lr=4.1748e-04) (hash(x)=74530436)
|
| 654 |
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5420 train 3.821488 (lr=4.1584e-04) (hash(x)=67532641)
|
| 655 |
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5430 train 3.792599 (lr=4.1421e-04) (hash(x)=77416323)
|
| 656 |
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5440 train 3.771484 (lr=4.1257e-04) (hash(x)=77450277)
|
| 657 |
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5450 train 3.699586 (lr=4.1094e-04) (hash(x)=69637629)
|
| 658 |
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5460 train 3.750093 (lr=4.0931e-04) (hash(x)=77134731)
|
| 659 |
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5470 train 3.882771 (lr=4.0769e-04) (hash(x)=72637484)
|
| 660 |
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5480 train 3.819701 (lr=4.0606e-04) (hash(x)=76342282)
|
| 661 |
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5490 train 3.741092 (lr=4.0444e-04) (hash(x)=74794888)
|
| 662 |
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5500 val loss 3.7783
|
| 663 |
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5500 val perplexity 43.7397
|
| 664 |
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5500 train 3.739415 (lr=4.0282e-04) (hash(x)=70491787)
|
| 665 |
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5510 train 3.765331 (lr=4.0120e-04) (hash(x)=73673009)
|
| 666 |
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5520 train 3.698666 (lr=3.9959e-04) (hash(x)=73134241)
|
| 667 |
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5530 train 3.702623 (lr=3.9797e-04) (hash(x)=80260202)
|
| 668 |
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5540 train 3.737857 (lr=3.9636e-04) (hash(x)=75403578)
|
| 669 |
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5550 train 3.668324 (lr=3.9475e-04) (hash(x)=65589999)
|
| 670 |
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5560 train 3.749234 (lr=3.9314e-04) (hash(x)=71523917)
|
| 671 |
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5570 train 3.648072 (lr=3.9154e-04) (hash(x)=71871396)
|
| 672 |
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5580 train 3.463234 (lr=3.8993e-04) (hash(x)=77446225)
|
| 673 |
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5590 train 3.477172 (lr=3.8833e-04) (hash(x)=79892116)
|
| 674 |
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5600 val loss 3.7838
|
| 675 |
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5600 val perplexity 43.9822
|
| 676 |
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5600 train 3.696796 (lr=3.8674e-04) (hash(x)=72893174)
|
| 677 |
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5610 train 3.527065 (lr=3.8514e-04) (hash(x)=74362751)
|
| 678 |
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5620 train 3.661416 (lr=3.8355e-04) (hash(x)=75125741)
|
| 679 |
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5630 train 3.541162 (lr=3.8196e-04) (hash(x)=74303205)
|
| 680 |
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5640 train 3.547629 (lr=3.8037e-04) (hash(x)=65727805)
|
| 681 |
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5650 train 3.631219 (lr=3.7878e-04) (hash(x)=79694849)
|
| 682 |
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5660 train 3.649570 (lr=3.7720e-04) (hash(x)=74705862)
|
| 683 |
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5670 train 3.623400 (lr=3.7562e-04) (hash(x)=74962821)
|
| 684 |
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5680 train 3.995806 (lr=3.7404e-04) (hash(x)=76748843)
|
| 685 |
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5690 train 3.842822 (lr=3.7246e-04) (hash(x)=72562868)
|
| 686 |
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5700 val loss 3.7744
|
| 687 |
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5700 val perplexity 43.5693
|
| 688 |
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5700 train 3.787758 (lr=3.7089e-04) (hash(x)=83245544)
|
| 689 |
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5710 train 3.710258 (lr=3.6932e-04) (hash(x)=76485320)
|
| 690 |
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5720 train 3.824130 (lr=3.6775e-04) (hash(x)=75340650)
|
| 691 |
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5730 train 3.806679 (lr=3.6619e-04) (hash(x)=73202272)
|
| 692 |
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5740 train 3.782930 (lr=3.6462e-04) (hash(x)=75623558)
|
| 693 |
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5750 train 3.802449 (lr=3.6306e-04) (hash(x)=73893861)
|
| 694 |
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5760 train 3.771797 (lr=3.6151e-04) (hash(x)=78314196)
|
| 695 |
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5770 train 3.790672 (lr=3.5995e-04) (hash(x)=72732120)
|
| 696 |
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5780 train 3.768619 (lr=3.5840e-04) (hash(x)=79236217)
|
| 697 |
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5790 train 3.752296 (lr=3.5685e-04) (hash(x)=82223910)
|
| 698 |
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5800 val loss 3.7545
|
| 699 |
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5800 val perplexity 42.7123
|
| 700 |
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5800 train 3.766829 (lr=3.5530e-04) (hash(x)=71077079)
|
| 701 |
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5810 train 3.770199 (lr=3.5376e-04) (hash(x)=82793170)
|
| 702 |
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5820 train 3.768299 (lr=3.5222e-04) (hash(x)=100985291)
|
| 703 |
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5830 train 3.769893 (lr=3.5068e-04) (hash(x)=74375677)
|
| 704 |
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5840 train 3.903067 (lr=3.4915e-04) (hash(x)=71221972)
|
| 705 |
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5850 train 3.682836 (lr=3.4762e-04) (hash(x)=72588583)
|
| 706 |
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5860 train 3.768000 (lr=3.4609e-04) (hash(x)=88719929)
|
| 707 |
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5870 train 3.739300 (lr=3.4456e-04) (hash(x)=73369246)
|
| 708 |
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5880 train 3.800587 (lr=3.4304e-04) (hash(x)=73331315)
|
| 709 |
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5890 train 3.766808 (lr=3.4152e-04) (hash(x)=53449512)
|
| 710 |
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5900 val loss 3.7572
|
| 711 |
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5900 val perplexity 42.8272
|
| 712 |
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5900 train 3.655138 (lr=3.4000e-04) (hash(x)=75334660)
|
| 713 |
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5910 train 3.723900 (lr=3.3849e-04) (hash(x)=75037764)
|
| 714 |
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5920 train 3.792995 (lr=3.3697e-04) (hash(x)=72040912)
|
| 715 |
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5930 train 3.721459 (lr=3.3547e-04) (hash(x)=68296721)
|
| 716 |
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5940 train 3.685977 (lr=3.3396e-04) (hash(x)=72575829)
|
| 717 |
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5950 train 3.568504 (lr=3.3246e-04) (hash(x)=71274235)
|
| 718 |
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5960 train 3.753669 (lr=3.3096e-04) (hash(x)=70377631)
|
| 719 |
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5970 train 3.586278 (lr=3.2947e-04) (hash(x)=80434203)
|
| 720 |
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5980 train 3.455035 (lr=3.2797e-04) (hash(x)=71681516)
|
| 721 |
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5990 train 3.576262 (lr=3.2649e-04) (hash(x)=74917317)
|
| 722 |
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6000 val loss 3.7560
|
| 723 |
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6000 val perplexity 42.7777
|
| 724 |
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6000 train 3.502906 (lr=3.2500e-04) (hash(x)=69246326)
|
| 725 |
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6010 train 3.594422 (lr=3.2352e-04) (hash(x)=76209797)
|
| 726 |
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6020 train 3.700918 (lr=3.2204e-04) (hash(x)=77523561)
|
| 727 |
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6030 train 3.671709 (lr=3.2056e-04) (hash(x)=77066537)
|
| 728 |
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6040 train 3.640259 (lr=3.1909e-04) (hash(x)=81795462)
|
| 729 |
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6050 train 3.545828 (lr=3.1762e-04) (hash(x)=74328005)
|
| 730 |
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6060 train 3.560942 (lr=3.1616e-04) (hash(x)=76260120)
|
| 731 |
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6070 train 3.688489 (lr=3.1469e-04) (hash(x)=73864904)
|
| 732 |
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6080 train 3.660241 (lr=3.1323e-04) (hash(x)=83311739)
|
| 733 |
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6090 train 3.964492 (lr=3.1178e-04) (hash(x)=85943188)
|
| 734 |
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6100 val loss 3.7370
|
| 735 |
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6100 val perplexity 41.9723
|
| 736 |
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6100 train 3.626211 (lr=3.1033e-04) (hash(x)=70412657)
|
| 737 |
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6110 train 3.785763 (lr=3.0888e-04) (hash(x)=78569898)
|
| 738 |
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6120 train 3.839788 (lr=3.0743e-04) (hash(x)=53010374)
|
| 739 |
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6130 train 3.834085 (lr=3.0599e-04) (hash(x)=77387166)
|
| 740 |
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6140 train 3.817585 (lr=3.0455e-04) (hash(x)=68495380)
|
| 741 |
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6150 train 3.702678 (lr=3.0312e-04) (hash(x)=77674661)
|
| 742 |
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6160 train 3.782394 (lr=3.0169e-04) (hash(x)=73099224)
|
| 743 |
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6170 train 3.783549 (lr=3.0026e-04) (hash(x)=75550331)
|
| 744 |
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6180 train 3.852736 (lr=2.9884e-04) (hash(x)=70208558)
|
| 745 |
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6190 train 3.695030 (lr=2.9742e-04) (hash(x)=81474783)
|
| 746 |
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6200 val loss 3.7208
|
| 747 |
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6200 val perplexity 41.2980
|
| 748 |
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6200 train 3.688138 (lr=2.9600e-04) (hash(x)=72863420)
|
| 749 |
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6210 train 3.823990 (lr=2.9459e-04) (hash(x)=67338127)
|
| 750 |
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6220 train 3.749213 (lr=2.9318e-04) (hash(x)=72064676)
|
| 751 |
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6230 train 3.628724 (lr=2.9177e-04) (hash(x)=63929148)
|
| 752 |
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6240 train 3.661108 (lr=2.9037e-04) (hash(x)=75244700)
|
| 753 |
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6250 train 3.760086 (lr=2.8897e-04) (hash(x)=72131685)
|
| 754 |
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6260 train 3.820707 (lr=2.8758e-04) (hash(x)=77239186)
|
| 755 |
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6270 train 3.729449 (lr=2.8619e-04) (hash(x)=80827392)
|
| 756 |
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6280 train 3.692749 (lr=2.8480e-04) (hash(x)=68612370)
|
| 757 |
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6290 train 3.747125 (lr=2.8342e-04) (hash(x)=70664463)
|
| 758 |
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6300 val loss 3.7183
|
| 759 |
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6300 val perplexity 41.1954
|
| 760 |
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6300 train 3.686190 (lr=2.8204e-04) (hash(x)=73020224)
|
| 761 |
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6310 train 3.703270 (lr=2.8067e-04) (hash(x)=70614977)
|
| 762 |
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6320 train 3.693339 (lr=2.7930e-04) (hash(x)=76744877)
|
| 763 |
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6330 train 3.741690 (lr=2.7793e-04) (hash(x)=83384143)
|
| 764 |
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6340 train 3.599163 (lr=2.7657e-04) (hash(x)=72241681)
|
| 765 |
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6350 train 3.624433 (lr=2.7521e-04) (hash(x)=74037360)
|
| 766 |
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6360 train 3.471763 (lr=2.7385e-04) (hash(x)=70095163)
|
| 767 |
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6370 train 3.394009 (lr=2.7250e-04) (hash(x)=69510647)
|
| 768 |
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6380 train 3.567859 (lr=2.7116e-04) (hash(x)=74297517)
|
| 769 |
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6390 train 3.702486 (lr=2.6981e-04) (hash(x)=78058972)
|
| 770 |
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6400 val loss 3.7210
|
| 771 |
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6400 val perplexity 41.3055
|
| 772 |
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6400 train 3.615313 (lr=2.6847e-04) (hash(x)=82953514)
|
| 773 |
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6410 train 3.388636 (lr=2.6714e-04) (hash(x)=72289413)
|
| 774 |
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6420 train 3.525731 (lr=2.6581e-04) (hash(x)=66436985)
|
| 775 |
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6430 train 3.633868 (lr=2.6448e-04) (hash(x)=76842704)
|
| 776 |
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6440 train 3.581012 (lr=2.6316e-04) (hash(x)=77576509)
|
| 777 |
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6450 train 3.593360 (lr=2.6184e-04) (hash(x)=63757462)
|
| 778 |
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6460 train 3.353406 (lr=2.6053e-04) (hash(x)=74725544)
|
| 779 |
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6470 train 3.806491 (lr=2.5922e-04) (hash(x)=74976987)
|
| 780 |
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6480 train 3.939163 (lr=2.5791e-04) (hash(x)=68415455)
|
| 781 |
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6490 train 3.739840 (lr=2.5661e-04) (hash(x)=75902883)
|
| 782 |
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6500 val loss 3.7085
|
| 783 |
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6500 val perplexity 40.7919
|
| 784 |
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6500 train 3.678328 (lr=2.5531e-04) (hash(x)=76888442)
|
| 785 |
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6510 train 3.780519 (lr=2.5402e-04) (hash(x)=73767111)
|
| 786 |
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6520 train 3.782838 (lr=2.5273e-04) (hash(x)=76218061)
|
| 787 |
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6530 train 3.741245 (lr=2.5145e-04) (hash(x)=76573241)
|
| 788 |
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6540 train 3.724410 (lr=2.5017e-04) (hash(x)=71980504)
|
| 789 |
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6550 train 3.782207 (lr=2.4889e-04) (hash(x)=77715451)
|
| 790 |
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6560 train 3.660448 (lr=2.4762e-04) (hash(x)=73772644)
|
| 791 |
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6570 train 3.727784 (lr=2.4635e-04) (hash(x)=70907139)
|
| 792 |
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6580 train 3.736925 (lr=2.4509e-04) (hash(x)=68045832)
|
| 793 |
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6590 train 3.753581 (lr=2.4383e-04) (hash(x)=75212157)
|
| 794 |
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6600 val loss 3.7036
|
| 795 |
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6600 val perplexity 40.5946
|
| 796 |
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6600 train 3.692216 (lr=2.4258e-04) (hash(x)=69232309)
|
| 797 |
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6610 train 3.675817 (lr=2.4133e-04) (hash(x)=67915539)
|
| 798 |
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6620 train 3.538253 (lr=2.4009e-04) (hash(x)=73942199)
|
| 799 |
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6630 train 3.711311 (lr=2.3884e-04) (hash(x)=71108653)
|
| 800 |
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6640 train 3.702012 (lr=2.3761e-04) (hash(x)=70766590)
|
| 801 |
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6650 train 3.586818 (lr=2.3638e-04) (hash(x)=69205319)
|
| 802 |
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6660 train 3.693664 (lr=2.3515e-04) (hash(x)=81026148)
|
| 803 |
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6670 train 3.621096 (lr=2.3393e-04) (hash(x)=77657830)
|
| 804 |
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6680 train 3.530802 (lr=2.3271e-04) (hash(x)=76483678)
|
| 805 |
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6690 train 3.585719 (lr=2.3150e-04) (hash(x)=71151306)
|
| 806 |
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6700 val loss 3.7037
|
| 807 |
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6700 val perplexity 40.5980
|
| 808 |
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6700 train 3.682486 (lr=2.3029e-04) (hash(x)=74577530)
|
| 809 |
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6710 train 3.573588 (lr=2.2909e-04) (hash(x)=69171643)
|
| 810 |
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6720 train 3.615970 (lr=2.2789e-04) (hash(x)=67250925)
|
| 811 |
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6730 train 3.598993 (lr=2.2669e-04) (hash(x)=68971618)
|
| 812 |
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6740 train 3.557070 (lr=2.2550e-04) (hash(x)=75990195)
|
| 813 |
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6750 train 3.654644 (lr=2.2432e-04) (hash(x)=84198679)
|
| 814 |
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6760 train 3.735959 (lr=2.2314e-04) (hash(x)=100211939)
|
| 815 |
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6770 train 3.758752 (lr=2.2196e-04) (hash(x)=70028335)
|
| 816 |
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6780 train 3.821722 (lr=2.2079e-04) (hash(x)=76176743)
|
| 817 |
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6790 train 3.902557 (lr=2.1963e-04) (hash(x)=75642962)
|
| 818 |
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6800 val loss 3.6879
|
| 819 |
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6800 val perplexity 39.9615
|
| 820 |
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6800 train 3.631905 (lr=2.1847e-04) (hash(x)=73064800)
|
| 821 |
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6810 train 3.742045 (lr=2.1731e-04) (hash(x)=71307839)
|
| 822 |
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6820 train 3.662904 (lr=2.1616e-04) (hash(x)=80361526)
|
| 823 |
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6830 train 3.678871 (lr=2.1501e-04) (hash(x)=74155886)
|
| 824 |
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6840 train 3.762501 (lr=2.1387e-04) (hash(x)=83498789)
|
| 825 |
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6850 train 3.872828 (lr=2.1273e-04) (hash(x)=72686972)
|
| 826 |
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6860 train 3.821345 (lr=2.1160e-04) (hash(x)=74835805)
|
| 827 |
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6870 train 3.755506 (lr=2.1047e-04) (hash(x)=74809435)
|
| 828 |
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6880 train 3.814886 (lr=2.0935e-04) (hash(x)=71911947)
|
| 829 |
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6890 train 3.689610 (lr=2.0823e-04) (hash(x)=70201693)
|
| 830 |
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6900 val loss 3.6828
|
| 831 |
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6900 val perplexity 39.7581
|
| 832 |
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6900 train 3.712472 (lr=2.0712e-04) (hash(x)=77162446)
|
| 833 |
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6910 train 3.835165 (lr=2.0602e-04) (hash(x)=60395458)
|
| 834 |
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6920 train 3.740775 (lr=2.0491e-04) (hash(x)=78466934)
|
| 835 |
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6930 train 3.723298 (lr=2.0382e-04) (hash(x)=80996788)
|
| 836 |
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6940 train 3.615596 (lr=2.0272e-04) (hash(x)=74634433)
|
| 837 |
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6950 train 3.737562 (lr=2.0164e-04) (hash(x)=69618707)
|
| 838 |
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6960 train 3.601078 (lr=2.0055e-04) (hash(x)=77936797)
|
| 839 |
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6970 train 3.612643 (lr=1.9948e-04) (hash(x)=78698749)
|
| 840 |
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6980 train 3.609472 (lr=1.9840e-04) (hash(x)=71152904)
|
| 841 |
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6990 train 3.720703 (lr=1.9734e-04) (hash(x)=78876720)
|
| 842 |
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7000 val loss 3.6782
|
| 843 |
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7000 val perplexity 39.5765
|
| 844 |
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7000 train 3.698404 (lr=1.9628e-04) (hash(x)=70500963)
|
| 845 |
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7010 train 3.661447 (lr=1.9522e-04) (hash(x)=75732988)
|
| 846 |
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7020 train 3.834758 (lr=1.9417e-04) (hash(x)=72655885)
|
| 847 |
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7030 train 3.541782 (lr=1.9312e-04) (hash(x)=75132388)
|
| 848 |
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7040 train 3.611836 (lr=1.9208e-04) (hash(x)=88674279)
|
| 849 |
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7050 train 3.591294 (lr=1.9104e-04) (hash(x)=73050510)
|
| 850 |
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7060 train 3.629106 (lr=1.9001e-04) (hash(x)=74850157)
|
| 851 |
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7070 train 3.623950 (lr=1.8899e-04) (hash(x)=80733840)
|
| 852 |
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7080 train 3.614174 (lr=1.8797e-04) (hash(x)=68592323)
|
| 853 |
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7090 train 3.550707 (lr=1.8695e-04) (hash(x)=74142615)
|
| 854 |
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7100 val loss 3.6780
|
| 855 |
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7100 val perplexity 39.5670
|
| 856 |
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7100 train 3.566196 (lr=1.8594e-04) (hash(x)=78220018)
|
| 857 |
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7110 train 3.559711 (lr=1.8494e-04) (hash(x)=68388633)
|
| 858 |
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7120 train 3.380956 (lr=1.8394e-04) (hash(x)=71391877)
|
| 859 |
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7130 train 3.695735 (lr=1.8294e-04) (hash(x)=80144529)
|
| 860 |
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7140 train 3.789128 (lr=1.8196e-04) (hash(x)=79507532)
|
| 861 |
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7150 train 3.692015 (lr=1.8097e-04) (hash(x)=76982262)
|
| 862 |
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7160 train 3.855980 (lr=1.7999e-04) (hash(x)=82516157)
|
| 863 |
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7170 train 3.609463 (lr=1.7902e-04) (hash(x)=72371860)
|
| 864 |
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7180 train 3.862401 (lr=1.7805e-04) (hash(x)=72376921)
|
| 865 |
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7190 train 3.708340 (lr=1.7709e-04) (hash(x)=81008418)
|
| 866 |
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7200 val loss 3.6642
|
| 867 |
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7200 val perplexity 39.0257
|
| 868 |
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7200 train 3.771976 (lr=1.7614e-04) (hash(x)=73818590)
|
| 869 |
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7210 train 3.738631 (lr=1.7519e-04) (hash(x)=71683916)
|
| 870 |
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7220 train 3.691939 (lr=1.7424e-04) (hash(x)=77659620)
|
| 871 |
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7230 train 3.732988 (lr=1.7330e-04) (hash(x)=79997614)
|
| 872 |
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7240 train 3.748168 (lr=1.7237e-04) (hash(x)=74054734)
|
| 873 |
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7250 train 3.839936 (lr=1.7144e-04) (hash(x)=84630195)
|
| 874 |
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7260 train 3.742384 (lr=1.7051e-04) (hash(x)=83833114)
|
| 875 |
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7270 train 3.659254 (lr=1.6959e-04) (hash(x)=78625868)
|
| 876 |
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7280 train 3.868357 (lr=1.6868e-04) (hash(x)=76859769)
|
| 877 |
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7290 train 3.667498 (lr=1.6777e-04) (hash(x)=77079387)
|
| 878 |
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7300 val loss 3.6592
|
| 879 |
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7300 val perplexity 38.8299
|
| 880 |
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7300 train 3.661269 (lr=1.6687e-04) (hash(x)=74181120)
|
| 881 |
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7310 train 3.730875 (lr=1.6598e-04) (hash(x)=72220366)
|
| 882 |
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7320 train 3.669443 (lr=1.6509e-04) (hash(x)=77955423)
|
| 883 |
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7330 train 3.709283 (lr=1.6420e-04) (hash(x)=75397467)
|
| 884 |
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7340 train 3.703813 (lr=1.6332e-04) (hash(x)=73697940)
|
| 885 |
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7350 train 3.603831 (lr=1.6245e-04) (hash(x)=83531555)
|
| 886 |
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7360 train 3.717419 (lr=1.6158e-04) (hash(x)=72009097)
|
| 887 |
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7370 train 3.666575 (lr=1.6072e-04) (hash(x)=76354441)
|
| 888 |
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7380 train 3.706801 (lr=1.5986e-04) (hash(x)=77219348)
|
| 889 |
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7390 train 3.502160 (lr=1.5901e-04) (hash(x)=79816131)
|
| 890 |
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7400 val loss 3.6572
|
| 891 |
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7400 val perplexity 38.7531
|
| 892 |
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7400 train 3.686786 (lr=1.5816e-04) (hash(x)=67942598)
|
| 893 |
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7410 train 3.706089 (lr=1.5732e-04) (hash(x)=67638178)
|
| 894 |
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7420 train 3.642549 (lr=1.5649e-04) (hash(x)=71682874)
|
| 895 |
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7430 train 3.509881 (lr=1.5566e-04) (hash(x)=71297263)
|
| 896 |
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7440 train 3.518374 (lr=1.5484e-04) (hash(x)=73903999)
|
| 897 |
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7450 train 3.621816 (lr=1.5402e-04) (hash(x)=74071685)
|
| 898 |
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7460 train 3.416296 (lr=1.5321e-04) (hash(x)=71088160)
|
| 899 |
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7470 train 3.401508 (lr=1.5241e-04) (hash(x)=74178017)
|
| 900 |
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7480 train 3.435699 (lr=1.5161e-04) (hash(x)=84610585)
|
| 901 |
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7490 train 3.601688 (lr=1.5081e-04) (hash(x)=67695236)
|
| 902 |
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7500 val loss 3.6585
|
| 903 |
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7500 val perplexity 38.8026
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| 904 |
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7500 train 3.542574 (lr=1.5002e-04) (hash(x)=72022604)
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| 905 |
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7510 train 3.580838 (lr=1.4924e-04) (hash(x)=78266706)
|
| 906 |
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7520 train 3.673334 (lr=1.4847e-04) (hash(x)=72576417)
|
| 907 |
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7530 train 3.890779 (lr=1.4769e-04) (hash(x)=71494052)
|
| 908 |
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7540 train 3.816607 (lr=1.4693e-04) (hash(x)=76071936)
|
| 909 |
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7550 train 3.690997 (lr=1.4617e-04) (hash(x)=78379534)
|
| 910 |
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7560 train 3.653231 (lr=1.4542e-04) (hash(x)=75712040)
|
| 911 |
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7570 train 3.641760 (lr=1.4467e-04) (hash(x)=83109134)
|
| 912 |
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7580 train 3.700063 (lr=1.4393e-04) (hash(x)=78846949)
|
| 913 |
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7590 train 3.781287 (lr=1.4319e-04) (hash(x)=63919123)
|
| 914 |
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7600 val loss 3.6473
|
| 915 |
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7600 val perplexity 38.3707
|
| 916 |
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7600 train 3.658151 (lr=1.4246e-04) (hash(x)=73563619)
|
| 917 |
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7610 train 3.721436 (lr=1.4174e-04) (hash(x)=79745028)
|
| 918 |
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7620 train 3.701515 (lr=1.4102e-04) (hash(x)=68113846)
|
| 919 |
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7630 train 3.682285 (lr=1.4031e-04) (hash(x)=70369067)
|
| 920 |
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7640 train 3.685153 (lr=1.3960e-04) (hash(x)=79635086)
|
| 921 |
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7650 train 3.603169 (lr=1.3890e-04) (hash(x)=77348303)
|
| 922 |
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7660 train 3.607666 (lr=1.3821e-04) (hash(x)=74939810)
|
| 923 |
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7670 train 3.741526 (lr=1.3752e-04) (hash(x)=77151692)
|
| 924 |
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7680 train 3.555557 (lr=1.3684e-04) (hash(x)=69543853)
|
| 925 |
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7690 train 3.797997 (lr=1.3616e-04) (hash(x)=75604567)
|
| 926 |
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7700 val loss 3.6423
|
| 927 |
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7700 val perplexity 38.1779
|
| 928 |
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7700 train 3.772254 (lr=1.3549e-04) (hash(x)=84362557)
|
| 929 |
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7710 train 3.708710 (lr=1.3483e-04) (hash(x)=71030514)
|
| 930 |
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7720 train 3.663011 (lr=1.3417e-04) (hash(x)=76132027)
|
| 931 |
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7730 train 3.701341 (lr=1.3352e-04) (hash(x)=77799943)
|
| 932 |
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7740 train 3.681250 (lr=1.3287e-04) (hash(x)=74951280)
|
| 933 |
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7750 train 3.705631 (lr=1.3223e-04) (hash(x)=73706939)
|
| 934 |
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7760 train 3.619767 (lr=1.3160e-04) (hash(x)=78667790)
|
| 935 |
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7770 train 3.728979 (lr=1.3097e-04) (hash(x)=72949775)
|
| 936 |
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7780 train 3.659230 (lr=1.3035e-04) (hash(x)=74537611)
|
| 937 |
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7790 train 3.614482 (lr=1.2974e-04) (hash(x)=72876060)
|
| 938 |
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7800 val loss 3.6417
|
| 939 |
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7800 val perplexity 38.1550
|
| 940 |
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7800 train 3.715736 (lr=1.2913e-04) (hash(x)=73302610)
|
| 941 |
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7810 train 3.468505 (lr=1.2852e-04) (hash(x)=66480452)
|
| 942 |
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7820 train 3.486559 (lr=1.2793e-04) (hash(x)=74833008)
|
| 943 |
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7830 train 3.504539 (lr=1.2733e-04) (hash(x)=66729619)
|
| 944 |
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7840 train 3.607941 (lr=1.2675e-04) (hash(x)=87861820)
|
| 945 |
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7850 train 3.416695 (lr=1.2617e-04) (hash(x)=73130610)
|
| 946 |
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7860 train 3.629555 (lr=1.2560e-04) (hash(x)=67874016)
|
| 947 |
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7870 train 3.415697 (lr=1.2503e-04) (hash(x)=70600131)
|
| 948 |
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7880 train 3.554274 (lr=1.2447e-04) (hash(x)=68990980)
|
| 949 |
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7890 train 3.508148 (lr=1.2392e-04) (hash(x)=79666741)
|
| 950 |
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7900 val loss 3.6428
|
| 951 |
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7900 val perplexity 38.1974
|
| 952 |
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7900 train 3.526054 (lr=1.2337e-04) (hash(x)=74072340)
|
| 953 |
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7910 train 3.595364 (lr=1.2283e-04) (hash(x)=80452381)
|
| 954 |
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7920 train 3.728763 (lr=1.2229e-04) (hash(x)=83292891)
|
| 955 |
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7930 train 3.610550 (lr=1.2176e-04) (hash(x)=80375639)
|
| 956 |
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7940 train 3.523642 (lr=1.2124e-04) (hash(x)=82765856)
|
| 957 |
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7950 train 3.616413 (lr=1.2072e-04) (hash(x)=72962177)
|
| 958 |
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7960 train 3.688146 (lr=1.2021e-04) (hash(x)=74551129)
|
| 959 |
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7970 train 3.771068 (lr=1.1970e-04) (hash(x)=89185352)
|
| 960 |
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7980 train 3.750160 (lr=1.1921e-04) (hash(x)=81338443)
|
| 961 |
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7990 train 3.537557 (lr=1.1871e-04) (hash(x)=83820810)
|
| 962 |
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8000 val loss 3.6334
|
| 963 |
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8000 val perplexity 37.8429
|
| 964 |
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8000 train 3.709970 (lr=1.1823e-04) (hash(x)=72329617)
|
| 965 |
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8010 train 3.694041 (lr=1.1775e-04) (hash(x)=82188069)
|
| 966 |
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8020 train 3.716743 (lr=1.1728e-04) (hash(x)=78460596)
|
| 967 |
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8030 train 3.638503 (lr=1.1681e-04) (hash(x)=76416474)
|
| 968 |
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8040 train 3.805143 (lr=1.1635e-04) (hash(x)=70629903)
|
| 969 |
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8050 train 3.605256 (lr=1.1589e-04) (hash(x)=76561819)
|
| 970 |
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8060 train 3.640028 (lr=1.1544e-04) (hash(x)=71993036)
|
| 971 |
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8070 train 3.810941 (lr=1.1500e-04) (hash(x)=73270928)
|
| 972 |
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8080 train 3.708490 (lr=1.1457e-04) (hash(x)=82402459)
|
| 973 |
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8090 train 3.740438 (lr=1.1414e-04) (hash(x)=67208853)
|
| 974 |
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8100 val loss 3.6294
|
| 975 |
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8100 val perplexity 37.6890
|
| 976 |
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8100 train 3.817009 (lr=1.1371e-04) (hash(x)=85981056)
|
| 977 |
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8110 train 3.765708 (lr=1.1330e-04) (hash(x)=77469728)
|
| 978 |
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8120 train 3.669600 (lr=1.1289e-04) (hash(x)=84702034)
|
| 979 |
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8130 train 3.555752 (lr=1.1248e-04) (hash(x)=96254798)
|
| 980 |
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8140 train 3.626621 (lr=1.1209e-04) (hash(x)=71865027)
|
| 981 |
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8150 train 3.602555 (lr=1.1169e-04) (hash(x)=79902920)
|
| 982 |
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8160 train 3.749343 (lr=1.1131e-04) (hash(x)=70307892)
|
| 983 |
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8170 train 3.629095 (lr=1.1093e-04) (hash(x)=73853567)
|
| 984 |
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8180 train 3.631683 (lr=1.1056e-04) (hash(x)=72321642)
|
| 985 |
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8190 train 3.653842 (lr=1.1019e-04) (hash(x)=82101781)
|
| 986 |
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8200 val loss 3.6281
|
| 987 |
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8200 val perplexity 37.6394
|
| 988 |
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8200 train 3.666280 (lr=1.0983e-04) (hash(x)=66290405)
|
| 989 |
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8210 train 3.543933 (lr=1.0948e-04) (hash(x)=69697952)
|
| 990 |
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8220 train 3.793462 (lr=1.0913e-04) (hash(x)=72618212)
|
| 991 |
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8230 train 3.543591 (lr=1.0879e-04) (hash(x)=76210758)
|
| 992 |
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8240 train 3.550376 (lr=1.0846e-04) (hash(x)=70820601)
|
| 993 |
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8250 train 3.620776 (lr=1.0813e-04) (hash(x)=75548154)
|
| 994 |
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8260 train 3.554576 (lr=1.0781e-04) (hash(x)=73211139)
|
| 995 |
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8270 train 3.614822 (lr=1.0750e-04) (hash(x)=82252960)
|
| 996 |
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8280 train 3.567270 (lr=1.0719e-04) (hash(x)=69408116)
|
| 997 |
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8290 train 3.733830 (lr=1.0689e-04) (hash(x)=74462098)
|
| 998 |
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8300 val loss 3.6272
|
| 999 |
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8300 val perplexity 37.6068
|
| 1000 |
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8300 train 3.739029 (lr=1.0659e-04) (hash(x)=79945329)
|
| 1001 |
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8310 train 3.492974 (lr=1.0630e-04) (hash(x)=82459712)
|
| 1002 |
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8320 train 3.675274 (lr=1.0602e-04) (hash(x)=81135573)
|
| 1003 |
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8330 train 3.650322 (lr=1.0574e-04) (hash(x)=69939721)
|
| 1004 |
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8340 train 3.594853 (lr=1.0547e-04) (hash(x)=84687517)
|
| 1005 |
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8350 train 3.563389 (lr=1.0521e-04) (hash(x)=77515837)
|
| 1006 |
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8360 train 3.567242 (lr=1.0495e-04) (hash(x)=72146536)
|
| 1007 |
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8370 train 3.604628 (lr=1.0470e-04) (hash(x)=73198063)
|
| 1008 |
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8380 train 3.607463 (lr=1.0446e-04) (hash(x)=68952542)
|
| 1009 |
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8390 train 3.646948 (lr=1.0422e-04) (hash(x)=74385341)
|
| 1010 |
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8400 val loss 3.6199
|
| 1011 |
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8400 val perplexity 37.3320
|
| 1012 |
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8400 train 3.467125 (lr=1.0399e-04) (hash(x)=65193622)
|
| 1013 |
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8410 train 3.709282 (lr=1.0377e-04) (hash(x)=66981351)
|
| 1014 |
+
8420 train 3.604985 (lr=1.0355e-04) (hash(x)=97752378)
|
| 1015 |
+
8430 train 3.800304 (lr=1.0334e-04) (hash(x)=70936998)
|
| 1016 |
+
8440 train 3.715131 (lr=1.0313e-04) (hash(x)=71557836)
|
| 1017 |
+
8450 train 3.647805 (lr=1.0293e-04) (hash(x)=71340008)
|
| 1018 |
+
8460 train 3.696526 (lr=1.0274e-04) (hash(x)=69634745)
|
| 1019 |
+
8470 train 3.726096 (lr=1.0256e-04) (hash(x)=74224484)
|
| 1020 |
+
8480 train 3.669441 (lr=1.0238e-04) (hash(x)=75490845)
|
| 1021 |
+
8490 train 3.546716 (lr=1.0220e-04) (hash(x)=78619557)
|
| 1022 |
+
8500 val loss 3.6194
|
| 1023 |
+
8500 val perplexity 37.3161
|
| 1024 |
+
8500 train 3.561023 (lr=1.0204e-04) (hash(x)=70959421)
|
| 1025 |
+
8510 train 3.646967 (lr=1.0188e-04) (hash(x)=75975416)
|
| 1026 |
+
8520 train 3.360667 (lr=1.0172e-04) (hash(x)=76336317)
|
| 1027 |
+
8530 train 3.623477 (lr=1.0158e-04) (hash(x)=67836668)
|
| 1028 |
+
8540 train 3.584897 (lr=1.0144e-04) (hash(x)=71139919)
|
| 1029 |
+
8550 train 3.829602 (lr=1.0130e-04) (hash(x)=69476711)
|
| 1030 |
+
8560 train 3.578383 (lr=1.0118e-04) (hash(x)=75144101)
|
| 1031 |
+
8570 train 3.526005 (lr=1.0106e-04) (hash(x)=76246282)
|
| 1032 |
+
8580 train 3.624581 (lr=1.0094e-04) (hash(x)=69466257)
|
| 1033 |
+
8590 train 3.598452 (lr=1.0083e-04) (hash(x)=71601133)
|
| 1034 |
+
8600 val loss 3.6198
|
| 1035 |
+
8600 val perplexity 37.3288
|
| 1036 |
+
8600 train 3.568667 (lr=1.0073e-04) (hash(x)=72319507)
|
| 1037 |
+
8610 train 3.704520 (lr=1.0064e-04) (hash(x)=74618018)
|
| 1038 |
+
8620 train 3.557616 (lr=1.0055e-04) (hash(x)=76115665)
|
| 1039 |
+
8630 train 3.714321 (lr=1.0047e-04) (hash(x)=82063941)
|
| 1040 |
+
8640 train 3.677985 (lr=1.0039e-04) (hash(x)=79867543)
|
| 1041 |
+
8650 train 3.484867 (lr=1.0033e-04) (hash(x)=73802504)
|
| 1042 |
+
8660 train 3.593276 (lr=1.0026e-04) (hash(x)=74251531)
|
| 1043 |
+
8670 train 3.574250 (lr=1.0021e-04) (hash(x)=74637655)
|
| 1044 |
+
8680 train 3.671430 (lr=1.0016e-04) (hash(x)=82021614)
|
| 1045 |
+
8690 train 3.685838 (lr=1.0012e-04) (hash(x)=77938695)
|
| 1046 |
+
8700 val loss 3.6113
|
| 1047 |
+
8700 val perplexity 37.0127
|
| 1048 |
+
8700 train 3.720045 (lr=1.0008e-04) (hash(x)=72431581)
|
| 1049 |
+
8710 train 3.736783 (lr=1.0005e-04) (hash(x)=74875522)
|
| 1050 |
+
8720 train 3.672248 (lr=1.0003e-04) (hash(x)=69574551)
|
| 1051 |
+
8730 train 3.510911 (lr=1.0001e-04) (hash(x)=71568849)
|
| 1052 |
+
8740 train 3.752005 (lr=1.0000e-04) (hash(x)=77714444)
|
| 1053 |
+
8749 val loss 3.6109
|
| 1054 |
+
8749 val perplexity 36.9978
|
n_heads12_lr10e-4_total_batch_size61440_seed1339/model_08749.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:cce7b2de6a2c120b4e1ea4805cddb5a8690e9b7bfd03cf50c6237639ca85854c
|
| 3 |
+
size 498607490
|
n_heads12_lr10e-4_total_batch_size61440_seed1339/optimizer_08749.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:d1db9005365cfd4cb1062f1a9f51fe1bc4fa2e6a8507f6e78c4a32f9bd1a156d
|
| 3 |
+
size 990934406
|