Upload folder using huggingface_hub
Browse files- lr16e-4_total_batch_size61440_baseline_seed1339/args.json +1 -0
- lr16e-4_total_batch_size61440_baseline_seed1339/dataloader_08749.pt +3 -0
- lr16e-4_total_batch_size61440_baseline_seed1339/log2.txt +1054 -0
- lr16e-4_total_batch_size61440_baseline_seed1339/model_08749.pt +3 -0
- lr16e-4_total_batch_size61440_baseline_seed1339/optimizer_08749.pt +3 -0
lr16e-4_total_batch_size61440_baseline_seed1339/args.json
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{"hellaswag": true, "attention_kind": "selective", "log_dir": "wider_is_better_11/lr16e-4_total_batch_size61440_baseline_seed1339", "resume_checkpoint": null, "resume_optimizer": false, "add_a_head": false, "add_head_to_start": true, "new_head_init": "normal", "n_heads": 4, "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": 120, "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": 0.0016, "decay_lr": true, "readout_zero_init": false, "query_zero_init": false, "l1_loss": false, "debugpy": false, "key": "16e-4_61440", "n_embd": 256}
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lr16e-4_total_batch_size61440_baseline_seed1339/dataloader_08749.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:953385078aa3787b69fc6857dfd48b0a2cd2f4d27c6f8892e01211aca53d07f5
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size 964
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lr16e-4_total_batch_size61440_baseline_seed1339/log2.txt
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|
| 1 |
+
max_steps: 8750
|
| 2 |
+
0 val loss 11.2592
|
| 3 |
+
0 val perplexity 77590.4141
|
| 4 |
+
0 train 11.272774 (lr=3.2000e-06) (hash(x)=150724848)
|
| 5 |
+
10 train 10.025131 (lr=3.5200e-05) (hash(x)=149663361)
|
| 6 |
+
20 train 9.585683 (lr=6.7200e-05) (hash(x)=153483789)
|
| 7 |
+
30 train 9.031727 (lr=9.9200e-05) (hash(x)=145733176)
|
| 8 |
+
40 train 8.260723 (lr=1.3120e-04) (hash(x)=145287265)
|
| 9 |
+
50 train 7.810789 (lr=1.6320e-04) (hash(x)=149217061)
|
| 10 |
+
60 train 7.627074 (lr=1.9520e-04) (hash(x)=150157569)
|
| 11 |
+
70 train 7.564350 (lr=2.2720e-04) (hash(x)=140292841)
|
| 12 |
+
80 train 7.589521 (lr=2.5920e-04) (hash(x)=152157598)
|
| 13 |
+
90 train 7.370678 (lr=2.9120e-04) (hash(x)=149756968)
|
| 14 |
+
100 val loss 7.3177
|
| 15 |
+
100 val perplexity 1506.7437
|
| 16 |
+
100 train 7.273450 (lr=3.2320e-04) (hash(x)=149910534)
|
| 17 |
+
110 train 7.170372 (lr=3.5520e-04) (hash(x)=159020328)
|
| 18 |
+
120 train 7.115211 (lr=3.8720e-04) (hash(x)=150731273)
|
| 19 |
+
130 train 6.934540 (lr=4.1920e-04) (hash(x)=156727355)
|
| 20 |
+
140 train 6.951688 (lr=4.5120e-04) (hash(x)=166473281)
|
| 21 |
+
150 train 6.660701 (lr=4.8320e-04) (hash(x)=142185643)
|
| 22 |
+
160 train 6.654724 (lr=5.1520e-04) (hash(x)=151371145)
|
| 23 |
+
170 train 6.730270 (lr=5.4720e-04) (hash(x)=151601659)
|
| 24 |
+
180 train 6.543693 (lr=5.7920e-04) (hash(x)=153368917)
|
| 25 |
+
190 train 6.446299 (lr=6.1120e-04) (hash(x)=145008196)
|
| 26 |
+
200 val loss 6.5278
|
| 27 |
+
200 val perplexity 683.8601
|
| 28 |
+
200 train 6.411638 (lr=6.4320e-04) (hash(x)=148123706)
|
| 29 |
+
210 train 6.313298 (lr=6.7520e-04) (hash(x)=145714762)
|
| 30 |
+
220 train 6.317086 (lr=7.0720e-04) (hash(x)=150622583)
|
| 31 |
+
230 train 6.074991 (lr=7.3920e-04) (hash(x)=146512648)
|
| 32 |
+
240 train 6.135986 (lr=7.7120e-04) (hash(x)=151535384)
|
| 33 |
+
250 train 6.073927 (lr=8.0320e-04) (hash(x)=149952383)
|
| 34 |
+
260 train 5.980754 (lr=8.3520e-04) (hash(x)=148726088)
|
| 35 |
+
270 train 5.923471 (lr=8.6720e-04) (hash(x)=152776695)
|
| 36 |
+
280 train 5.953705 (lr=8.9920e-04) (hash(x)=157260375)
|
| 37 |
+
290 train 5.997379 (lr=9.3120e-04) (hash(x)=151559106)
|
| 38 |
+
300 val loss 6.0856
|
| 39 |
+
300 val perplexity 439.4800
|
| 40 |
+
300 train 5.790976 (lr=9.6320e-04) (hash(x)=146678221)
|
| 41 |
+
310 train 5.913116 (lr=9.9520e-04) (hash(x)=156713527)
|
| 42 |
+
320 train 5.950741 (lr=1.0272e-03) (hash(x)=144947971)
|
| 43 |
+
330 train 6.127790 (lr=1.0592e-03) (hash(x)=158684944)
|
| 44 |
+
340 train 6.001911 (lr=1.0912e-03) (hash(x)=162318756)
|
| 45 |
+
350 train 5.798350 (lr=1.1232e-03) (hash(x)=156180736)
|
| 46 |
+
360 train 5.963525 (lr=1.1552e-03) (hash(x)=178373797)
|
| 47 |
+
370 train 5.880543 (lr=1.1872e-03) (hash(x)=154389449)
|
| 48 |
+
380 train 5.719584 (lr=1.2192e-03) (hash(x)=150369080)
|
| 49 |
+
390 train 5.867765 (lr=1.2512e-03) (hash(x)=159840654)
|
| 50 |
+
400 val loss 5.7576
|
| 51 |
+
400 val perplexity 316.5767
|
| 52 |
+
400 train 5.684437 (lr=1.2832e-03) (hash(x)=151700982)
|
| 53 |
+
410 train 5.632832 (lr=1.3152e-03) (hash(x)=160467274)
|
| 54 |
+
420 train 5.555092 (lr=1.3472e-03) (hash(x)=148930522)
|
| 55 |
+
430 train 5.776380 (lr=1.3792e-03) (hash(x)=154565303)
|
| 56 |
+
440 train 5.775686 (lr=1.4112e-03) (hash(x)=148079227)
|
| 57 |
+
450 train 5.477000 (lr=1.4432e-03) (hash(x)=147288467)
|
| 58 |
+
460 train 5.531157 (lr=1.4752e-03) (hash(x)=145272617)
|
| 59 |
+
470 train 5.558499 (lr=1.5072e-03) (hash(x)=123126729)
|
| 60 |
+
480 train 5.472197 (lr=1.5392e-03) (hash(x)=156287490)
|
| 61 |
+
490 train 5.605177 (lr=1.5712e-03) (hash(x)=161700145)
|
| 62 |
+
500 val loss 5.5186
|
| 63 |
+
500 val perplexity 249.2834
|
| 64 |
+
500 train 5.635873 (lr=1.6000e-03) (hash(x)=156182087)
|
| 65 |
+
510 train 5.244022 (lr=1.6000e-03) (hash(x)=131674504)
|
| 66 |
+
520 train 5.570564 (lr=1.6000e-03) (hash(x)=162758254)
|
| 67 |
+
530 train 5.366342 (lr=1.6000e-03) (hash(x)=133510409)
|
| 68 |
+
540 train 5.354335 (lr=1.5999e-03) (hash(x)=157363914)
|
| 69 |
+
550 train 5.298860 (lr=1.5999e-03) (hash(x)=147861550)
|
| 70 |
+
560 train 5.233920 (lr=1.5998e-03) (hash(x)=149449280)
|
| 71 |
+
570 train 5.251096 (lr=1.5997e-03) (hash(x)=143899904)
|
| 72 |
+
580 train 5.214754 (lr=1.5997e-03) (hash(x)=149266312)
|
| 73 |
+
590 train 5.475574 (lr=1.5996e-03) (hash(x)=164352774)
|
| 74 |
+
600 val loss 5.3670
|
| 75 |
+
600 val perplexity 214.2096
|
| 76 |
+
600 train 5.220910 (lr=1.5995e-03) (hash(x)=149318660)
|
| 77 |
+
610 train 5.094209 (lr=1.5994e-03) (hash(x)=146101781)
|
| 78 |
+
620 train 5.077780 (lr=1.5992e-03) (hash(x)=137184623)
|
| 79 |
+
630 train 4.959744 (lr=1.5991e-03) (hash(x)=145791873)
|
| 80 |
+
640 train 4.981156 (lr=1.5990e-03) (hash(x)=143999212)
|
| 81 |
+
650 train 5.079996 (lr=1.5988e-03) (hash(x)=151631103)
|
| 82 |
+
660 train 4.841329 (lr=1.5987e-03) (hash(x)=138360108)
|
| 83 |
+
670 train 5.241291 (lr=1.5985e-03) (hash(x)=156637679)
|
| 84 |
+
680 train 4.882954 (lr=1.5983e-03) (hash(x)=143752601)
|
| 85 |
+
690 train 5.022505 (lr=1.5981e-03) (hash(x)=158368903)
|
| 86 |
+
700 val loss 5.2393
|
| 87 |
+
700 val perplexity 188.5335
|
| 88 |
+
700 train 5.219721 (lr=1.5979e-03) (hash(x)=150482428)
|
| 89 |
+
710 train 5.175689 (lr=1.5977e-03) (hash(x)=158085060)
|
| 90 |
+
720 train 5.257870 (lr=1.5975e-03) (hash(x)=159461069)
|
| 91 |
+
730 train 5.096364 (lr=1.5972e-03) (hash(x)=148795562)
|
| 92 |
+
740 train 5.107410 (lr=1.5970e-03) (hash(x)=149967984)
|
| 93 |
+
750 train 5.095672 (lr=1.5967e-03) (hash(x)=144458617)
|
| 94 |
+
760 train 5.115508 (lr=1.5965e-03) (hash(x)=155106202)
|
| 95 |
+
770 train 4.907781 (lr=1.5962e-03) (hash(x)=144506191)
|
| 96 |
+
780 train 5.048966 (lr=1.5959e-03) (hash(x)=155825158)
|
| 97 |
+
790 train 5.099349 (lr=1.5956e-03) (hash(x)=158835381)
|
| 98 |
+
800 val loss 5.0581
|
| 99 |
+
800 val perplexity 157.2875
|
| 100 |
+
800 train 5.035565 (lr=1.5953e-03) (hash(x)=143268605)
|
| 101 |
+
810 train 4.949813 (lr=1.5950e-03) (hash(x)=139072755)
|
| 102 |
+
820 train 5.055183 (lr=1.5947e-03) (hash(x)=179384792)
|
| 103 |
+
830 train 4.859488 (lr=1.5943e-03) (hash(x)=151086962)
|
| 104 |
+
840 train 5.471696 (lr=1.5940e-03) (hash(x)=142711393)
|
| 105 |
+
850 train 4.947808 (lr=1.5936e-03) (hash(x)=150817011)
|
| 106 |
+
860 train 4.892491 (lr=1.5932e-03) (hash(x)=138495801)
|
| 107 |
+
870 train 4.891448 (lr=1.5929e-03) (hash(x)=155474016)
|
| 108 |
+
880 train 4.915212 (lr=1.5925e-03) (hash(x)=151951501)
|
| 109 |
+
890 train 4.779245 (lr=1.5921e-03) (hash(x)=143699524)
|
| 110 |
+
900 val loss 4.9319
|
| 111 |
+
900 val perplexity 138.6464
|
| 112 |
+
900 train 4.915530 (lr=1.5917e-03) (hash(x)=152322423)
|
| 113 |
+
910 train 4.870879 (lr=1.5912e-03) (hash(x)=151010509)
|
| 114 |
+
920 train 4.677186 (lr=1.5908e-03) (hash(x)=148720342)
|
| 115 |
+
930 train 4.646551 (lr=1.5904e-03) (hash(x)=125869480)
|
| 116 |
+
940 train 4.870290 (lr=1.5899e-03) (hash(x)=150349503)
|
| 117 |
+
950 train 4.638201 (lr=1.5895e-03) (hash(x)=143574126)
|
| 118 |
+
960 train 4.847713 (lr=1.5890e-03) (hash(x)=146292562)
|
| 119 |
+
970 train 4.783146 (lr=1.5885e-03) (hash(x)=162256596)
|
| 120 |
+
980 train 4.745920 (lr=1.5880e-03) (hash(x)=137640259)
|
| 121 |
+
990 train 4.602564 (lr=1.5875e-03) (hash(x)=141767794)
|
| 122 |
+
1000 val loss 4.8883
|
| 123 |
+
1000 val perplexity 132.7329
|
| 124 |
+
1000 train 4.836267 (lr=1.5870e-03) (hash(x)=147904298)
|
| 125 |
+
1010 train 4.752292 (lr=1.5865e-03) (hash(x)=162239186)
|
| 126 |
+
1020 train 4.532690 (lr=1.5859e-03) (hash(x)=140706537)
|
| 127 |
+
1030 train 4.661152 (lr=1.5854e-03) (hash(x)=155556720)
|
| 128 |
+
1040 train 4.547434 (lr=1.5848e-03) (hash(x)=144746445)
|
| 129 |
+
1050 train 4.589172 (lr=1.5843e-03) (hash(x)=144719400)
|
| 130 |
+
1060 train 4.466649 (lr=1.5837e-03) (hash(x)=153065665)
|
| 131 |
+
1070 train 4.570581 (lr=1.5831e-03) (hash(x)=136468722)
|
| 132 |
+
1080 train 4.567636 (lr=1.5825e-03) (hash(x)=157674756)
|
| 133 |
+
1090 train 4.773908 (lr=1.5819e-03) (hash(x)=155882884)
|
| 134 |
+
1100 val loss 4.8150
|
| 135 |
+
1100 val perplexity 123.3526
|
| 136 |
+
1100 train 5.016587 (lr=1.5813e-03) (hash(x)=154343147)
|
| 137 |
+
1110 train 4.834621 (lr=1.5807e-03) (hash(x)=158582939)
|
| 138 |
+
1120 train 4.631239 (lr=1.5800e-03) (hash(x)=162479784)
|
| 139 |
+
1130 train 4.825483 (lr=1.5794e-03) (hash(x)=155704345)
|
| 140 |
+
1140 train 4.717195 (lr=1.5787e-03) (hash(x)=146934299)
|
| 141 |
+
1150 train 4.647765 (lr=1.5781e-03) (hash(x)=154372635)
|
| 142 |
+
1160 train 4.662500 (lr=1.5774e-03) (hash(x)=145536832)
|
| 143 |
+
1170 train 4.947711 (lr=1.5767e-03) (hash(x)=158785901)
|
| 144 |
+
1180 train 4.741705 (lr=1.5760e-03) (hash(x)=158271614)
|
| 145 |
+
1190 train 4.785951 (lr=1.5753e-03) (hash(x)=157365589)
|
| 146 |
+
1200 val loss 4.7723
|
| 147 |
+
1200 val perplexity 118.1870
|
| 148 |
+
1200 train 4.831985 (lr=1.5746e-03) (hash(x)=141843115)
|
| 149 |
+
1210 train 4.709829 (lr=1.5738e-03) (hash(x)=146807973)
|
| 150 |
+
1220 train 4.697108 (lr=1.5731e-03) (hash(x)=144149947)
|
| 151 |
+
1230 train 4.628326 (lr=1.5724e-03) (hash(x)=147869063)
|
| 152 |
+
1240 train 4.725892 (lr=1.5716e-03) (hash(x)=152217389)
|
| 153 |
+
1250 train 4.713710 (lr=1.5708e-03) (hash(x)=149417679)
|
| 154 |
+
1260 train 4.747297 (lr=1.5701e-03) (hash(x)=144029489)
|
| 155 |
+
1270 train 4.877210 (lr=1.5693e-03) (hash(x)=154328303)
|
| 156 |
+
1280 train 4.733044 (lr=1.5685e-03) (hash(x)=151625838)
|
| 157 |
+
1290 train 4.591934 (lr=1.5677e-03) (hash(x)=140270541)
|
| 158 |
+
1300 val loss 4.7242
|
| 159 |
+
1300 val perplexity 112.6376
|
| 160 |
+
1300 train 4.649772 (lr=1.5668e-03) (hash(x)=145279030)
|
| 161 |
+
1310 train 4.681239 (lr=1.5660e-03) (hash(x)=140279630)
|
| 162 |
+
1320 train 4.406396 (lr=1.5652e-03) (hash(x)=133642994)
|
| 163 |
+
1330 train 4.570854 (lr=1.5643e-03) (hash(x)=146634776)
|
| 164 |
+
1340 train 4.667644 (lr=1.5635e-03) (hash(x)=155919973)
|
| 165 |
+
1350 train 4.698894 (lr=1.5626e-03) (hash(x)=146363911)
|
| 166 |
+
1360 train 4.581388 (lr=1.5617e-03) (hash(x)=150613636)
|
| 167 |
+
1370 train 4.578727 (lr=1.5608e-03) (hash(x)=148536643)
|
| 168 |
+
1380 train 4.585372 (lr=1.5600e-03) (hash(x)=152803906)
|
| 169 |
+
1390 train 4.517068 (lr=1.5590e-03) (hash(x)=150383305)
|
| 170 |
+
1400 val loss 4.7034
|
| 171 |
+
1400 val perplexity 110.3265
|
| 172 |
+
1400 train 4.611593 (lr=1.5581e-03) (hash(x)=152507639)
|
| 173 |
+
1410 train 4.369914 (lr=1.5572e-03) (hash(x)=161841408)
|
| 174 |
+
1420 train 4.477463 (lr=1.5563e-03) (hash(x)=167824828)
|
| 175 |
+
1430 train 4.436874 (lr=1.5553e-03) (hash(x)=147696374)
|
| 176 |
+
1440 train 4.399590 (lr=1.5544e-03) (hash(x)=150085494)
|
| 177 |
+
1450 train 4.358628 (lr=1.5534e-03) (hash(x)=139296191)
|
| 178 |
+
1460 train 4.277649 (lr=1.5524e-03) (hash(x)=142956546)
|
| 179 |
+
1470 train 4.334372 (lr=1.5514e-03) (hash(x)=155908628)
|
| 180 |
+
1480 train 4.346934 (lr=1.5504e-03) (hash(x)=150893345)
|
| 181 |
+
1490 train 4.353087 (lr=1.5494e-03) (hash(x)=143548902)
|
| 182 |
+
1500 val loss 4.6530
|
| 183 |
+
1500 val perplexity 104.9005
|
| 184 |
+
1500 train 4.607267 (lr=1.5484e-03) (hash(x)=148473774)
|
| 185 |
+
1510 train 4.696157 (lr=1.5474e-03) (hash(x)=161631000)
|
| 186 |
+
1520 train 4.619637 (lr=1.5464e-03) (hash(x)=166217855)
|
| 187 |
+
1530 train 4.582170 (lr=1.5453e-03) (hash(x)=149440046)
|
| 188 |
+
1540 train 4.531698 (lr=1.5443e-03) (hash(x)=155013278)
|
| 189 |
+
1550 train 4.559169 (lr=1.5432e-03) (hash(x)=154130527)
|
| 190 |
+
1560 train 4.584047 (lr=1.5421e-03) (hash(x)=152138735)
|
| 191 |
+
1570 train 4.486287 (lr=1.5411e-03) (hash(x)=148128305)
|
| 192 |
+
1580 train 4.621866 (lr=1.5400e-03) (hash(x)=157176546)
|
| 193 |
+
1590 train 4.738033 (lr=1.5389e-03) (hash(x)=152935467)
|
| 194 |
+
1600 val loss 4.5835
|
| 195 |
+
1600 val perplexity 97.8593
|
| 196 |
+
1600 train 4.561612 (lr=1.5378e-03) (hash(x)=151117002)
|
| 197 |
+
1610 train 4.560181 (lr=1.5366e-03) (hash(x)=149883384)
|
| 198 |
+
1620 train 4.600738 (lr=1.5355e-03) (hash(x)=145015354)
|
| 199 |
+
1630 train 4.530306 (lr=1.5344e-03) (hash(x)=146717645)
|
| 200 |
+
1640 train 4.732592 (lr=1.5332e-03) (hash(x)=156372727)
|
| 201 |
+
1650 train 4.653121 (lr=1.5321e-03) (hash(x)=140261555)
|
| 202 |
+
1660 train 4.479080 (lr=1.5309e-03) (hash(x)=150088650)
|
| 203 |
+
1670 train 4.409728 (lr=1.5297e-03) (hash(x)=135943513)
|
| 204 |
+
1680 train 4.632160 (lr=1.5285e-03) (hash(x)=153529653)
|
| 205 |
+
1690 train 4.685378 (lr=1.5273e-03) (hash(x)=148930360)
|
| 206 |
+
1700 val loss 4.5981
|
| 207 |
+
1700 val perplexity 99.2958
|
| 208 |
+
1700 train 4.567412 (lr=1.5261e-03) (hash(x)=138011335)
|
| 209 |
+
1710 train 4.525795 (lr=1.5249e-03) (hash(x)=141383599)
|
| 210 |
+
1720 train 4.717627 (lr=1.5237e-03) (hash(x)=161449652)
|
| 211 |
+
1730 train 4.502111 (lr=1.5225e-03) (hash(x)=153923561)
|
| 212 |
+
1740 train 4.440037 (lr=1.5212e-03) (hash(x)=146043253)
|
| 213 |
+
1750 train 4.460851 (lr=1.5200e-03) (hash(x)=155720883)
|
| 214 |
+
1760 train 4.458522 (lr=1.5187e-03) (hash(x)=148222148)
|
| 215 |
+
1770 train 4.505610 (lr=1.5174e-03) (hash(x)=155712380)
|
| 216 |
+
1780 train 4.403464 (lr=1.5162e-03) (hash(x)=149767859)
|
| 217 |
+
1790 train 4.645420 (lr=1.5149e-03) (hash(x)=167214230)
|
| 218 |
+
1800 val loss 4.5576
|
| 219 |
+
1800 val perplexity 95.3506
|
| 220 |
+
1800 train 4.531645 (lr=1.5136e-03) (hash(x)=171180926)
|
| 221 |
+
1810 train 4.557944 (lr=1.5123e-03) (hash(x)=162375834)
|
| 222 |
+
1820 train 4.673844 (lr=1.5109e-03) (hash(x)=151495752)
|
| 223 |
+
1830 train 4.573869 (lr=1.5096e-03) (hash(x)=146532257)
|
| 224 |
+
1840 train 4.650194 (lr=1.5083e-03) (hash(x)=145694434)
|
| 225 |
+
1850 train 4.543767 (lr=1.5069e-03) (hash(x)=144823488)
|
| 226 |
+
1860 train 4.641824 (lr=1.5056e-03) (hash(x)=149836286)
|
| 227 |
+
1870 train 4.613108 (lr=1.5042e-03) (hash(x)=143935049)
|
| 228 |
+
1880 train 4.649473 (lr=1.5029e-03) (hash(x)=151786371)
|
| 229 |
+
1890 train 4.531791 (lr=1.5015e-03) (hash(x)=152892567)
|
| 230 |
+
1900 val loss 4.5230
|
| 231 |
+
1900 val perplexity 92.1087
|
| 232 |
+
1900 train 4.560646 (lr=1.5001e-03) (hash(x)=141769419)
|
| 233 |
+
1910 train 4.592002 (lr=1.4987e-03) (hash(x)=156914416)
|
| 234 |
+
1920 train 4.442892 (lr=1.4973e-03) (hash(x)=151573900)
|
| 235 |
+
1930 train 4.538916 (lr=1.4959e-03) (hash(x)=145121701)
|
| 236 |
+
1940 train 4.477026 (lr=1.4944e-03) (hash(x)=150896348)
|
| 237 |
+
1950 train 4.580748 (lr=1.4930e-03) (hash(x)=168797189)
|
| 238 |
+
1960 train 4.455036 (lr=1.4916e-03) (hash(x)=146711430)
|
| 239 |
+
1970 train 4.317023 (lr=1.4901e-03) (hash(x)=152180946)
|
| 240 |
+
1980 train 4.444354 (lr=1.4886e-03) (hash(x)=155542268)
|
| 241 |
+
1990 train 4.411927 (lr=1.4872e-03) (hash(x)=144668660)
|
| 242 |
+
2000 val loss 4.4857
|
| 243 |
+
2000 val perplexity 88.7403
|
| 244 |
+
2000 train 4.472634 (lr=1.4857e-03) (hash(x)=151963443)
|
| 245 |
+
2010 train 4.463285 (lr=1.4842e-03) (hash(x)=150810352)
|
| 246 |
+
2020 train 4.481060 (lr=1.4827e-03) (hash(x)=157539832)
|
| 247 |
+
2030 train 4.692491 (lr=1.4812e-03) (hash(x)=137858786)
|
| 248 |
+
2040 train 4.436897 (lr=1.4797e-03) (hash(x)=154270900)
|
| 249 |
+
2050 train 4.294101 (lr=1.4782e-03) (hash(x)=156252579)
|
| 250 |
+
2060 train 4.224921 (lr=1.4767e-03) (hash(x)=143285549)
|
| 251 |
+
2070 train 4.439602 (lr=1.4751e-03) (hash(x)=150542438)
|
| 252 |
+
2080 train 4.343332 (lr=1.4736e-03) (hash(x)=146290330)
|
| 253 |
+
2090 train 4.442492 (lr=1.4720e-03) (hash(x)=146486756)
|
| 254 |
+
2100 val loss 4.5209
|
| 255 |
+
2100 val perplexity 91.9223
|
| 256 |
+
2100 train 4.456211 (lr=1.4704e-03) (hash(x)=162947470)
|
| 257 |
+
2110 train 4.363920 (lr=1.4689e-03) (hash(x)=150305391)
|
| 258 |
+
2120 train 4.513997 (lr=1.4673e-03) (hash(x)=156452783)
|
| 259 |
+
2130 train 4.482985 (lr=1.4657e-03) (hash(x)=167481875)
|
| 260 |
+
2140 train 4.470562 (lr=1.4641e-03) (hash(x)=141782256)
|
| 261 |
+
2150 train 4.493862 (lr=1.4625e-03) (hash(x)=145035419)
|
| 262 |
+
2160 train 4.545048 (lr=1.4609e-03) (hash(x)=142000400)
|
| 263 |
+
2170 train 4.495989 (lr=1.4593e-03) (hash(x)=144229380)
|
| 264 |
+
2180 train 4.549059 (lr=1.4576e-03) (hash(x)=166204176)
|
| 265 |
+
2190 train 4.473619 (lr=1.4560e-03) (hash(x)=150712057)
|
| 266 |
+
2200 val loss 4.4486
|
| 267 |
+
2200 val perplexity 85.5039
|
| 268 |
+
2200 train 4.352681 (lr=1.4543e-03) (hash(x)=154954810)
|
| 269 |
+
2210 train 4.567746 (lr=1.4527e-03) (hash(x)=155668760)
|
| 270 |
+
2220 train 4.402070 (lr=1.4510e-03) (hash(x)=144834708)
|
| 271 |
+
2230 train 4.377214 (lr=1.4493e-03) (hash(x)=159744566)
|
| 272 |
+
2240 train 4.352819 (lr=1.4476e-03) (hash(x)=158543377)
|
| 273 |
+
2250 train 4.356544 (lr=1.4460e-03) (hash(x)=151004281)
|
| 274 |
+
2260 train 4.468034 (lr=1.4443e-03) (hash(x)=151242482)
|
| 275 |
+
2270 train 4.415412 (lr=1.4426e-03) (hash(x)=152056559)
|
| 276 |
+
2280 train 4.352321 (lr=1.4408e-03) (hash(x)=148864076)
|
| 277 |
+
2290 train 4.468650 (lr=1.4391e-03) (hash(x)=144294586)
|
| 278 |
+
2300 val loss 4.4439
|
| 279 |
+
2300 val perplexity 85.1048
|
| 280 |
+
2300 train 4.376667 (lr=1.4374e-03) (hash(x)=151878111)
|
| 281 |
+
2310 train 4.384327 (lr=1.4356e-03) (hash(x)=154139457)
|
| 282 |
+
2320 train 4.321778 (lr=1.4339e-03) (hash(x)=155571592)
|
| 283 |
+
2330 train 4.360383 (lr=1.4321e-03) (hash(x)=154823764)
|
| 284 |
+
2340 train 4.415033 (lr=1.4304e-03) (hash(x)=153252177)
|
| 285 |
+
2350 train 4.353195 (lr=1.4286e-03) (hash(x)=136051830)
|
| 286 |
+
2360 train 4.392235 (lr=1.4268e-03) (hash(x)=153814175)
|
| 287 |
+
2370 train 4.393646 (lr=1.4250e-03) (hash(x)=146391078)
|
| 288 |
+
2380 train 4.364965 (lr=1.4232e-03) (hash(x)=150782698)
|
| 289 |
+
2390 train 4.430039 (lr=1.4214e-03) (hash(x)=142752256)
|
| 290 |
+
2400 val loss 4.4618
|
| 291 |
+
2400 val perplexity 86.6414
|
| 292 |
+
2400 train 4.344165 (lr=1.4196e-03) (hash(x)=158661057)
|
| 293 |
+
2410 train 4.409606 (lr=1.4178e-03) (hash(x)=153611303)
|
| 294 |
+
2420 train 4.583669 (lr=1.4160e-03) (hash(x)=159508684)
|
| 295 |
+
2430 train 4.375042 (lr=1.4141e-03) (hash(x)=149501192)
|
| 296 |
+
2440 train 4.052652 (lr=1.4123e-03) (hash(x)=181177177)
|
| 297 |
+
2450 train 4.502018 (lr=1.4105e-03) (hash(x)=163664732)
|
| 298 |
+
2460 train 4.185614 (lr=1.4086e-03) (hash(x)=194527955)
|
| 299 |
+
2470 train 4.431728 (lr=1.4067e-03) (hash(x)=158088521)
|
| 300 |
+
2480 train 4.381139 (lr=1.4049e-03) (hash(x)=152865678)
|
| 301 |
+
2490 train 4.367587 (lr=1.4030e-03) (hash(x)=165703871)
|
| 302 |
+
2500 val loss 4.4001
|
| 303 |
+
2500 val perplexity 81.4582
|
| 304 |
+
2500 train 4.447060 (lr=1.4011e-03) (hash(x)=150925584)
|
| 305 |
+
2510 train 4.351169 (lr=1.3992e-03) (hash(x)=144406177)
|
| 306 |
+
2520 train 4.256191 (lr=1.3973e-03) (hash(x)=120133043)
|
| 307 |
+
2530 train 4.446594 (lr=1.3954e-03) (hash(x)=167900247)
|
| 308 |
+
2540 train 4.338045 (lr=1.3935e-03) (hash(x)=162599203)
|
| 309 |
+
2550 train 4.407025 (lr=1.3915e-03) (hash(x)=149328180)
|
| 310 |
+
2560 train 4.288121 (lr=1.3896e-03) (hash(x)=150049968)
|
| 311 |
+
2570 train 4.442749 (lr=1.3877e-03) (hash(x)=162876159)
|
| 312 |
+
2580 train 4.249069 (lr=1.3857e-03) (hash(x)=148260649)
|
| 313 |
+
2590 train 4.401249 (lr=1.3838e-03) (hash(x)=148998018)
|
| 314 |
+
2600 val loss 4.3918
|
| 315 |
+
2600 val perplexity 80.7822
|
| 316 |
+
2600 train 4.311572 (lr=1.3818e-03) (hash(x)=144515755)
|
| 317 |
+
2610 train 4.424881 (lr=1.3798e-03) (hash(x)=154455224)
|
| 318 |
+
2620 train 4.224558 (lr=1.3778e-03) (hash(x)=142920048)
|
| 319 |
+
2630 train 4.383066 (lr=1.3759e-03) (hash(x)=143931236)
|
| 320 |
+
2640 train 4.243068 (lr=1.3739e-03) (hash(x)=150983323)
|
| 321 |
+
2650 train 4.337639 (lr=1.3719e-03) (hash(x)=139360405)
|
| 322 |
+
2660 train 4.254861 (lr=1.3699e-03) (hash(x)=148850470)
|
| 323 |
+
2670 train 4.510337 (lr=1.3679e-03) (hash(x)=149929606)
|
| 324 |
+
2680 train 4.480824 (lr=1.3658e-03) (hash(x)=151673000)
|
| 325 |
+
2690 train 4.354672 (lr=1.3638e-03) (hash(x)=140631266)
|
| 326 |
+
2700 val loss 4.3888
|
| 327 |
+
2700 val perplexity 80.5476
|
| 328 |
+
2700 train 4.319871 (lr=1.3618e-03) (hash(x)=153109144)
|
| 329 |
+
2710 train 4.209406 (lr=1.3597e-03) (hash(x)=135332836)
|
| 330 |
+
2720 train 4.571719 (lr=1.3577e-03) (hash(x)=131611182)
|
| 331 |
+
2730 train 4.403709 (lr=1.3556e-03) (hash(x)=142909388)
|
| 332 |
+
2740 train 4.443554 (lr=1.3536e-03) (hash(x)=145593419)
|
| 333 |
+
2750 train 4.327682 (lr=1.3515e-03) (hash(x)=158225769)
|
| 334 |
+
2760 train 4.295289 (lr=1.3494e-03) (hash(x)=170509938)
|
| 335 |
+
2770 train 4.309628 (lr=1.3473e-03) (hash(x)=150785805)
|
| 336 |
+
2780 train 4.260721 (lr=1.3453e-03) (hash(x)=167281736)
|
| 337 |
+
2790 train 4.437510 (lr=1.3432e-03) (hash(x)=161660187)
|
| 338 |
+
2800 val loss 4.3609
|
| 339 |
+
2800 val perplexity 78.3259
|
| 340 |
+
2800 train 4.397021 (lr=1.3411e-03) (hash(x)=151152897)
|
| 341 |
+
2810 train 4.366120 (lr=1.3389e-03) (hash(x)=143172067)
|
| 342 |
+
2820 train 4.373993 (lr=1.3368e-03) (hash(x)=141569169)
|
| 343 |
+
2830 train 4.253506 (lr=1.3347e-03) (hash(x)=159709681)
|
| 344 |
+
2840 train 4.307917 (lr=1.3326e-03) (hash(x)=162552294)
|
| 345 |
+
2850 train 4.443490 (lr=1.3304e-03) (hash(x)=146762690)
|
| 346 |
+
2860 train 4.313388 (lr=1.3283e-03) (hash(x)=145729422)
|
| 347 |
+
2870 train 4.389859 (lr=1.3262e-03) (hash(x)=144360628)
|
| 348 |
+
2880 train 4.196325 (lr=1.3240e-03) (hash(x)=147737098)
|
| 349 |
+
2890 train 4.309228 (lr=1.3218e-03) (hash(x)=146849057)
|
| 350 |
+
2900 val loss 4.3465
|
| 351 |
+
2900 val perplexity 77.2098
|
| 352 |
+
2900 train 4.375220 (lr=1.3197e-03) (hash(x)=145800210)
|
| 353 |
+
2910 train 4.177730 (lr=1.3175e-03) (hash(x)=147316313)
|
| 354 |
+
2920 train 4.228498 (lr=1.3153e-03) (hash(x)=152595415)
|
| 355 |
+
2930 train 4.383525 (lr=1.3131e-03) (hash(x)=156542647)
|
| 356 |
+
2940 train 4.245067 (lr=1.3109e-03) (hash(x)=141183896)
|
| 357 |
+
2950 train 4.344598 (lr=1.3087e-03) (hash(x)=156329036)
|
| 358 |
+
2960 train 4.392339 (lr=1.3065e-03) (hash(x)=156717793)
|
| 359 |
+
2970 train 4.247432 (lr=1.3043e-03) (hash(x)=143949931)
|
| 360 |
+
2980 train 4.312513 (lr=1.3021e-03) (hash(x)=155067290)
|
| 361 |
+
2990 train 4.283980 (lr=1.2999e-03) (hash(x)=148774729)
|
| 362 |
+
3000 val loss 4.3668
|
| 363 |
+
3000 val perplexity 78.7895
|
| 364 |
+
3000 train 4.272683 (lr=1.2976e-03) (hash(x)=141997485)
|
| 365 |
+
3010 train 4.244236 (lr=1.2954e-03) (hash(x)=160762953)
|
| 366 |
+
3020 train 4.191498 (lr=1.2932e-03) (hash(x)=170341665)
|
| 367 |
+
3030 train 4.466419 (lr=1.2909e-03) (hash(x)=150722836)
|
| 368 |
+
3040 train 4.258226 (lr=1.2887e-03) (hash(x)=154243307)
|
| 369 |
+
3050 train 4.318624 (lr=1.2864e-03) (hash(x)=146077234)
|
| 370 |
+
3060 train 4.271032 (lr=1.2841e-03) (hash(x)=152125542)
|
| 371 |
+
3070 train 4.448186 (lr=1.2819e-03) (hash(x)=144149387)
|
| 372 |
+
3080 train 4.267434 (lr=1.2796e-03) (hash(x)=147508712)
|
| 373 |
+
3090 train 4.267958 (lr=1.2773e-03) (hash(x)=143583369)
|
| 374 |
+
3100 val loss 4.3211
|
| 375 |
+
3100 val perplexity 75.2730
|
| 376 |
+
3100 train 4.293116 (lr=1.2750e-03) (hash(x)=154049740)
|
| 377 |
+
3110 train 4.357312 (lr=1.2727e-03) (hash(x)=147054835)
|
| 378 |
+
3120 train 4.333012 (lr=1.2704e-03) (hash(x)=152468568)
|
| 379 |
+
3130 train 4.294221 (lr=1.2681e-03) (hash(x)=151635194)
|
| 380 |
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3140 train 4.254244 (lr=1.2658e-03) (hash(x)=150396274)
|
| 381 |
+
3150 train 4.299094 (lr=1.2635e-03) (hash(x)=141306267)
|
| 382 |
+
3160 train 4.253588 (lr=1.2612e-03) (hash(x)=151110762)
|
| 383 |
+
3170 train 4.332781 (lr=1.2588e-03) (hash(x)=146518875)
|
| 384 |
+
3180 train 4.215192 (lr=1.2565e-03) (hash(x)=139914401)
|
| 385 |
+
3190 train 4.214882 (lr=1.2542e-03) (hash(x)=161631880)
|
| 386 |
+
3200 val loss 4.3384
|
| 387 |
+
3200 val perplexity 76.5814
|
| 388 |
+
3200 train 4.248756 (lr=1.2518e-03) (hash(x)=150471842)
|
| 389 |
+
3210 train 4.315307 (lr=1.2495e-03) (hash(x)=147355138)
|
| 390 |
+
3220 train 4.118887 (lr=1.2471e-03) (hash(x)=138879678)
|
| 391 |
+
3230 train 4.211522 (lr=1.2447e-03) (hash(x)=123929679)
|
| 392 |
+
3240 train 4.272280 (lr=1.2424e-03) (hash(x)=157263734)
|
| 393 |
+
3250 train 4.283725 (lr=1.2400e-03) (hash(x)=148065539)
|
| 394 |
+
3260 train 4.212765 (lr=1.2376e-03) (hash(x)=138020742)
|
| 395 |
+
3270 train 4.076176 (lr=1.2352e-03) (hash(x)=142053611)
|
| 396 |
+
3280 train 4.230538 (lr=1.2329e-03) (hash(x)=155444784)
|
| 397 |
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3290 train 4.068761 (lr=1.2305e-03) (hash(x)=148500315)
|
| 398 |
+
3300 val loss 4.3257
|
| 399 |
+
3300 val perplexity 75.6204
|
| 400 |
+
3300 train 4.285111 (lr=1.2281e-03) (hash(x)=149048126)
|
| 401 |
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3310 train 4.241220 (lr=1.2257e-03) (hash(x)=141680674)
|
| 402 |
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3320 train 4.178150 (lr=1.2233e-03) (hash(x)=143310642)
|
| 403 |
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3330 train 4.295571 (lr=1.2208e-03) (hash(x)=149891496)
|
| 404 |
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3340 train 4.252459 (lr=1.2184e-03) (hash(x)=151244609)
|
| 405 |
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3350 train 4.255222 (lr=1.2160e-03) (hash(x)=157158479)
|
| 406 |
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3360 train 4.119131 (lr=1.2136e-03) (hash(x)=151709876)
|
| 407 |
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3370 train 4.266103 (lr=1.2111e-03) (hash(x)=145297090)
|
| 408 |
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3380 train 4.279053 (lr=1.2087e-03) (hash(x)=154767881)
|
| 409 |
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3390 train 4.256643 (lr=1.2063e-03) (hash(x)=152600366)
|
| 410 |
+
3400 val loss 4.3019
|
| 411 |
+
3400 val perplexity 73.8435
|
| 412 |
+
3400 train 4.494072 (lr=1.2038e-03) (hash(x)=161261339)
|
| 413 |
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3410 train 4.249516 (lr=1.2014e-03) (hash(x)=146859162)
|
| 414 |
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3420 train 4.333557 (lr=1.1989e-03) (hash(x)=149276224)
|
| 415 |
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3430 train 4.355667 (lr=1.1964e-03) (hash(x)=155866933)
|
| 416 |
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3440 train 4.222234 (lr=1.1940e-03) (hash(x)=143191904)
|
| 417 |
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3450 train 4.435290 (lr=1.1915e-03) (hash(x)=156910661)
|
| 418 |
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3460 train 4.227069 (lr=1.1890e-03) (hash(x)=140850879)
|
| 419 |
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3470 train 4.446159 (lr=1.1866e-03) (hash(x)=162140445)
|
| 420 |
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3480 train 4.188616 (lr=1.1841e-03) (hash(x)=145607495)
|
| 421 |
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3490 train 4.205326 (lr=1.1816e-03) (hash(x)=152496121)
|
| 422 |
+
3500 val loss 4.2973
|
| 423 |
+
3500 val perplexity 73.4984
|
| 424 |
+
3500 train 4.175090 (lr=1.1791e-03) (hash(x)=157495564)
|
| 425 |
+
3510 train 4.290747 (lr=1.1766e-03) (hash(x)=147657004)
|
| 426 |
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3520 train 4.266298 (lr=1.1741e-03) (hash(x)=152978060)
|
| 427 |
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3530 train 4.206063 (lr=1.1716e-03) (hash(x)=146800180)
|
| 428 |
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3540 train 4.287113 (lr=1.1691e-03) (hash(x)=195450444)
|
| 429 |
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3550 train 4.264196 (lr=1.1666e-03) (hash(x)=151114129)
|
| 430 |
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3560 train 4.244889 (lr=1.1641e-03) (hash(x)=143833190)
|
| 431 |
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3570 train 4.060926 (lr=1.1615e-03) (hash(x)=146039971)
|
| 432 |
+
3580 train 4.111614 (lr=1.1590e-03) (hash(x)=145172249)
|
| 433 |
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3590 train 4.032078 (lr=1.1565e-03) (hash(x)=159164125)
|
| 434 |
+
3600 val loss 4.2983
|
| 435 |
+
3600 val perplexity 73.5740
|
| 436 |
+
3600 train 4.280652 (lr=1.1539e-03) (hash(x)=144352932)
|
| 437 |
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3610 train 4.240660 (lr=1.1514e-03) (hash(x)=150550670)
|
| 438 |
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3620 train 4.363882 (lr=1.1489e-03) (hash(x)=147170125)
|
| 439 |
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3630 train 4.170075 (lr=1.1463e-03) (hash(x)=139473935)
|
| 440 |
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3640 train 4.157699 (lr=1.1438e-03) (hash(x)=159294424)
|
| 441 |
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3650 train 4.294442 (lr=1.1412e-03) (hash(x)=145943278)
|
| 442 |
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3660 train 4.337271 (lr=1.1387e-03) (hash(x)=141647872)
|
| 443 |
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3670 train 4.310481 (lr=1.1361e-03) (hash(x)=147109351)
|
| 444 |
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3680 train 4.346969 (lr=1.1335e-03) (hash(x)=140683368)
|
| 445 |
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3690 train 4.246592 (lr=1.1310e-03) (hash(x)=156276284)
|
| 446 |
+
3700 val loss 4.2821
|
| 447 |
+
3700 val perplexity 72.3911
|
| 448 |
+
3700 train 4.191104 (lr=1.1284e-03) (hash(x)=149389012)
|
| 449 |
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3710 train 4.327221 (lr=1.1258e-03) (hash(x)=142107929)
|
| 450 |
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3720 train 4.298885 (lr=1.1232e-03) (hash(x)=147828843)
|
| 451 |
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3730 train 4.358304 (lr=1.1207e-03) (hash(x)=141784679)
|
| 452 |
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3740 train 4.266986 (lr=1.1181e-03) (hash(x)=153375464)
|
| 453 |
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3750 train 4.206771 (lr=1.1155e-03) (hash(x)=153716001)
|
| 454 |
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3760 train 4.163213 (lr=1.1129e-03) (hash(x)=146848822)
|
| 455 |
+
3770 train 4.120928 (lr=1.1103e-03) (hash(x)=148396782)
|
| 456 |
+
3780 train 4.195003 (lr=1.1077e-03) (hash(x)=153563244)
|
| 457 |
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3790 train 4.116428 (lr=1.1051e-03) (hash(x)=160808734)
|
| 458 |
+
3800 val loss 4.2742
|
| 459 |
+
3800 val perplexity 71.8228
|
| 460 |
+
3800 train 4.301201 (lr=1.1025e-03) (hash(x)=146607620)
|
| 461 |
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3810 train 4.270831 (lr=1.0999e-03) (hash(x)=152580677)
|
| 462 |
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3820 train 4.622921 (lr=1.0973e-03) (hash(x)=144860879)
|
| 463 |
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3830 train 4.281878 (lr=1.0947e-03) (hash(x)=162099851)
|
| 464 |
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3840 train 4.238841 (lr=1.0920e-03) (hash(x)=159506855)
|
| 465 |
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3850 train 4.157506 (lr=1.0894e-03) (hash(x)=140022686)
|
| 466 |
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3860 train 4.237765 (lr=1.0868e-03) (hash(x)=152137850)
|
| 467 |
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3870 train 4.354002 (lr=1.0842e-03) (hash(x)=142666785)
|
| 468 |
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3880 train 4.213869 (lr=1.0815e-03) (hash(x)=148285868)
|
| 469 |
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3890 train 4.173796 (lr=1.0789e-03) (hash(x)=147910067)
|
| 470 |
+
3900 val loss 4.2721
|
| 471 |
+
3900 val perplexity 71.6692
|
| 472 |
+
3900 train 4.214138 (lr=1.0763e-03) (hash(x)=143754617)
|
| 473 |
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3910 train 4.198431 (lr=1.0736e-03) (hash(x)=154779949)
|
| 474 |
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3920 train 4.048389 (lr=1.0710e-03) (hash(x)=137824061)
|
| 475 |
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3930 train 4.023436 (lr=1.0683e-03) (hash(x)=136933373)
|
| 476 |
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3940 train 4.087575 (lr=1.0657e-03) (hash(x)=164054337)
|
| 477 |
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3950 train 4.254358 (lr=1.0630e-03) (hash(x)=155752984)
|
| 478 |
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3960 train 4.399663 (lr=1.0604e-03) (hash(x)=160957673)
|
| 479 |
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3970 train 4.278500 (lr=1.0577e-03) (hash(x)=157158690)
|
| 480 |
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3980 train 4.281799 (lr=1.0551e-03) (hash(x)=153282027)
|
| 481 |
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3990 train 4.305571 (lr=1.0524e-03) (hash(x)=152183510)
|
| 482 |
+
4000 val loss 4.2447
|
| 483 |
+
4000 val perplexity 69.7374
|
| 484 |
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4000 train 4.196651 (lr=1.0497e-03) (hash(x)=156930722)
|
| 485 |
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4010 train 4.191834 (lr=1.0471e-03) (hash(x)=150798740)
|
| 486 |
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4020 train 4.390197 (lr=1.0444e-03) (hash(x)=142632400)
|
| 487 |
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4030 train 4.298959 (lr=1.0417e-03) (hash(x)=173326287)
|
| 488 |
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4040 train 4.207175 (lr=1.0391e-03) (hash(x)=128797443)
|
| 489 |
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4050 train 4.203255 (lr=1.0364e-03) (hash(x)=146937792)
|
| 490 |
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4060 train 4.307610 (lr=1.0337e-03) (hash(x)=164579030)
|
| 491 |
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4070 train 4.167141 (lr=1.0310e-03) (hash(x)=149459820)
|
| 492 |
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4080 train 4.134647 (lr=1.0284e-03) (hash(x)=160159595)
|
| 493 |
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4090 train 4.073075 (lr=1.0257e-03) (hash(x)=141507853)
|
| 494 |
+
4100 val loss 4.2436
|
| 495 |
+
4100 val perplexity 69.6616
|
| 496 |
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4100 train 4.212739 (lr=1.0230e-03) (hash(x)=147500519)
|
| 497 |
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4110 train 4.188548 (lr=1.0203e-03) (hash(x)=153297081)
|
| 498 |
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4120 train 4.197169 (lr=1.0176e-03) (hash(x)=142560288)
|
| 499 |
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4130 train 4.216734 (lr=1.0149e-03) (hash(x)=153380118)
|
| 500 |
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4140 train 4.122244 (lr=1.0122e-03) (hash(x)=143150720)
|
| 501 |
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4150 train 4.158964 (lr=1.0095e-03) (hash(x)=143459564)
|
| 502 |
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4160 train 4.193592 (lr=1.0068e-03) (hash(x)=153955741)
|
| 503 |
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4170 train 4.300733 (lr=1.0041e-03) (hash(x)=152199253)
|
| 504 |
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4180 train 4.063235 (lr=1.0014e-03) (hash(x)=165957668)
|
| 505 |
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4190 train 4.109220 (lr=9.9872e-04) (hash(x)=144866923)
|
| 506 |
+
4200 val loss 4.2544
|
| 507 |
+
4200 val perplexity 70.4147
|
| 508 |
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4200 train 4.125908 (lr=9.9602e-04) (hash(x)=143232237)
|
| 509 |
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4210 train 4.036789 (lr=9.9331e-04) (hash(x)=151907163)
|
| 510 |
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4220 train 4.144682 (lr=9.9060e-04) (hash(x)=145917587)
|
| 511 |
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4230 train 3.977664 (lr=9.8789e-04) (hash(x)=147258846)
|
| 512 |
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4240 train 4.126507 (lr=9.8518e-04) (hash(x)=143449843)
|
| 513 |
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4250 train 4.086202 (lr=9.8247e-04) (hash(x)=184883715)
|
| 514 |
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4260 train 4.188468 (lr=9.7975e-04) (hash(x)=156958761)
|
| 515 |
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4270 train 4.251468 (lr=9.7704e-04) (hash(x)=168870544)
|
| 516 |
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4280 train 4.186996 (lr=9.7432e-04) (hash(x)=179446735)
|
| 517 |
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4290 train 4.222748 (lr=9.7160e-04) (hash(x)=145649386)
|
| 518 |
+
4300 val loss 4.2391
|
| 519 |
+
4300 val perplexity 69.3469
|
| 520 |
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4300 train 4.073118 (lr=9.6888e-04) (hash(x)=146811670)
|
| 521 |
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4310 train 4.340371 (lr=9.6616e-04) (hash(x)=151907075)
|
| 522 |
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4320 train 4.142743 (lr=9.6344e-04) (hash(x)=138628365)
|
| 523 |
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4330 train 4.194609 (lr=9.6071e-04) (hash(x)=151608240)
|
| 524 |
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4340 train 4.136559 (lr=9.5799e-04) (hash(x)=160111319)
|
| 525 |
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4350 train 4.282754 (lr=9.5526e-04) (hash(x)=144958652)
|
| 526 |
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4360 train 4.074617 (lr=9.5253e-04) (hash(x)=149176222)
|
| 527 |
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4370 train 4.165335 (lr=9.4980e-04) (hash(x)=216221371)
|
| 528 |
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4380 train 4.069569 (lr=9.4708e-04) (hash(x)=141760648)
|
| 529 |
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4390 train 4.164903 (lr=9.4435e-04) (hash(x)=151710283)
|
| 530 |
+
4400 val loss 4.2267
|
| 531 |
+
4400 val perplexity 68.4919
|
| 532 |
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4400 train 4.281494 (lr=9.4161e-04) (hash(x)=158418746)
|
| 533 |
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4410 train 4.142350 (lr=9.3888e-04) (hash(x)=142331301)
|
| 534 |
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4420 train 4.221125 (lr=9.3615e-04) (hash(x)=146507180)
|
| 535 |
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4430 train 4.316234 (lr=9.3342e-04) (hash(x)=166506937)
|
| 536 |
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4440 train 4.255503 (lr=9.3068e-04) (hash(x)=151209447)
|
| 537 |
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4450 train 4.215953 (lr=9.2795e-04) (hash(x)=149186822)
|
| 538 |
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4460 train 4.198572 (lr=9.2521e-04) (hash(x)=144348412)
|
| 539 |
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4470 train 4.082734 (lr=9.2247e-04) (hash(x)=156494284)
|
| 540 |
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4480 train 4.115755 (lr=9.1974e-04) (hash(x)=147238744)
|
| 541 |
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4490 train 4.059837 (lr=9.1700e-04) (hash(x)=150746185)
|
| 542 |
+
4500 val loss 4.2183
|
| 543 |
+
4500 val perplexity 67.9155
|
| 544 |
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4500 train 4.150872 (lr=9.1426e-04) (hash(x)=156695778)
|
| 545 |
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4510 train 3.992307 (lr=9.1152e-04) (hash(x)=135988958)
|
| 546 |
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4520 train 4.166739 (lr=9.0878e-04) (hash(x)=148272110)
|
| 547 |
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4530 train 4.080204 (lr=9.0604e-04) (hash(x)=136459794)
|
| 548 |
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4540 train 4.117513 (lr=9.0330e-04) (hash(x)=147624954)
|
| 549 |
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4550 train 4.125357 (lr=9.0056e-04) (hash(x)=154947199)
|
| 550 |
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4560 train 4.178821 (lr=8.9782e-04) (hash(x)=147869166)
|
| 551 |
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4570 train 4.032541 (lr=8.9508e-04) (hash(x)=148415463)
|
| 552 |
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4580 train 4.194614 (lr=8.9234e-04) (hash(x)=152104066)
|
| 553 |
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4590 train 4.097000 (lr=8.8960e-04) (hash(x)=147060040)
|
| 554 |
+
4600 val loss 4.2165
|
| 555 |
+
4600 val perplexity 67.7980
|
| 556 |
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4600 train 4.167636 (lr=8.8685e-04) (hash(x)=147791497)
|
| 557 |
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4610 train 4.363392 (lr=8.8411e-04) (hash(x)=155595556)
|
| 558 |
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4620 train 4.209068 (lr=8.8137e-04) (hash(x)=147178858)
|
| 559 |
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4630 train 4.256698 (lr=8.7863e-04) (hash(x)=152617112)
|
| 560 |
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4640 train 4.264138 (lr=8.7589e-04) (hash(x)=161766869)
|
| 561 |
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4650 train 4.256812 (lr=8.7315e-04) (hash(x)=158075561)
|
| 562 |
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4660 train 4.284628 (lr=8.7040e-04) (hash(x)=145360002)
|
| 563 |
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4670 train 4.168013 (lr=8.6766e-04) (hash(x)=144538791)
|
| 564 |
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4680 train 4.205245 (lr=8.6492e-04) (hash(x)=142711273)
|
| 565 |
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4690 train 4.357350 (lr=8.6218e-04) (hash(x)=193907362)
|
| 566 |
+
4700 val loss 4.1988
|
| 567 |
+
4700 val perplexity 66.6086
|
| 568 |
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4700 train 4.174163 (lr=8.5944e-04) (hash(x)=155533088)
|
| 569 |
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4710 train 4.119929 (lr=8.5670e-04) (hash(x)=148618528)
|
| 570 |
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4720 train 4.230325 (lr=8.5396e-04) (hash(x)=150502624)
|
| 571 |
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4730 train 4.103704 (lr=8.5122e-04) (hash(x)=189205847)
|
| 572 |
+
4740 train 4.161226 (lr=8.4848e-04) (hash(x)=167322800)
|
| 573 |
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4750 train 4.280221 (lr=8.4574e-04) (hash(x)=162169095)
|
| 574 |
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4760 train 3.989284 (lr=8.4300e-04) (hash(x)=143459469)
|
| 575 |
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4770 train 4.067940 (lr=8.4026e-04) (hash(x)=144386593)
|
| 576 |
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4780 train 4.024207 (lr=8.3753e-04) (hash(x)=143721184)
|
| 577 |
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4790 train 4.093266 (lr=8.3479e-04) (hash(x)=146077222)
|
| 578 |
+
4800 val loss 4.2027
|
| 579 |
+
4800 val perplexity 66.8676
|
| 580 |
+
4800 train 4.071481 (lr=8.3205e-04) (hash(x)=138350044)
|
| 581 |
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4810 train 4.075161 (lr=8.2932e-04) (hash(x)=154960112)
|
| 582 |
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4820 train 3.989809 (lr=8.2658e-04) (hash(x)=146950685)
|
| 583 |
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4830 train 3.989542 (lr=8.2385e-04) (hash(x)=140224554)
|
| 584 |
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4840 train 3.986736 (lr=8.2112e-04) (hash(x)=156640495)
|
| 585 |
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4850 train 4.203962 (lr=8.1839e-04) (hash(x)=153409150)
|
| 586 |
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4860 train 4.121429 (lr=8.1565e-04) (hash(x)=151647700)
|
| 587 |
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4870 train 4.518312 (lr=8.1292e-04) (hash(x)=155465603)
|
| 588 |
+
4880 train 4.363112 (lr=8.1020e-04) (hash(x)=153404400)
|
| 589 |
+
4890 train 4.249812 (lr=8.0747e-04) (hash(x)=170409281)
|
| 590 |
+
4900 val loss 4.1858
|
| 591 |
+
4900 val perplexity 65.7439
|
| 592 |
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4900 train 4.103229 (lr=8.0474e-04) (hash(x)=143735284)
|
| 593 |
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4910 train 4.244550 (lr=8.0201e-04) (hash(x)=150784329)
|
| 594 |
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4920 train 4.129103 (lr=7.9929e-04) (hash(x)=152353574)
|
| 595 |
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4930 train 4.081770 (lr=7.9656e-04) (hash(x)=152677008)
|
| 596 |
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4940 train 4.148868 (lr=7.9384e-04) (hash(x)=140553861)
|
| 597 |
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4950 train 4.248311 (lr=7.9112e-04) (hash(x)=152869181)
|
| 598 |
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4960 train 4.199991 (lr=7.8840e-04) (hash(x)=153011079)
|
| 599 |
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4970 train 4.155344 (lr=7.8568e-04) (hash(x)=152796617)
|
| 600 |
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4980 train 4.262026 (lr=7.8296e-04) (hash(x)=146868417)
|
| 601 |
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4990 train 4.148071 (lr=7.8025e-04) (hash(x)=140168188)
|
| 602 |
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5000 val loss 4.1764
|
| 603 |
+
5000 val perplexity 65.1294
|
| 604 |
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5000 train 4.122110 (lr=7.7753e-04) (hash(x)=154976463)
|
| 605 |
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5010 train 4.184629 (lr=7.7482e-04) (hash(x)=148582690)
|
| 606 |
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5020 train 4.196929 (lr=7.7211e-04) (hash(x)=166715464)
|
| 607 |
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5030 train 4.162450 (lr=7.6940e-04) (hash(x)=150616397)
|
| 608 |
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5040 train 4.206439 (lr=7.6669e-04) (hash(x)=150775548)
|
| 609 |
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5050 train 4.195756 (lr=7.6398e-04) (hash(x)=150575367)
|
| 610 |
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5060 train 4.112638 (lr=7.6128e-04) (hash(x)=152352082)
|
| 611 |
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5070 train 4.150111 (lr=7.5858e-04) (hash(x)=150269272)
|
| 612 |
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5080 train 4.211859 (lr=7.5587e-04) (hash(x)=146499361)
|
| 613 |
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5090 train 3.900180 (lr=7.5317e-04) (hash(x)=148734454)
|
| 614 |
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5100 val loss 4.1795
|
| 615 |
+
5100 val perplexity 65.3314
|
| 616 |
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5100 train 4.080353 (lr=7.5048e-04) (hash(x)=149894982)
|
| 617 |
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5110 train 4.131424 (lr=7.4778e-04) (hash(x)=154487751)
|
| 618 |
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5120 train 4.084700 (lr=7.4509e-04) (hash(x)=144169582)
|
| 619 |
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5130 train 4.061710 (lr=7.4239e-04) (hash(x)=152217630)
|
| 620 |
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5140 train 4.077796 (lr=7.3970e-04) (hash(x)=158233831)
|
| 621 |
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5150 train 4.150780 (lr=7.3701e-04) (hash(x)=142746426)
|
| 622 |
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5160 train 4.134115 (lr=7.3433e-04) (hash(x)=139184458)
|
| 623 |
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5170 train 4.224742 (lr=7.3164e-04) (hash(x)=140624857)
|
| 624 |
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5180 train 3.945129 (lr=7.2896e-04) (hash(x)=154107423)
|
| 625 |
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5190 train 3.890058 (lr=7.2628e-04) (hash(x)=144892610)
|
| 626 |
+
5200 val loss 4.1769
|
| 627 |
+
5200 val perplexity 65.1606
|
| 628 |
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5200 train 3.831846 (lr=7.2361e-04) (hash(x)=159326689)
|
| 629 |
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5210 train 4.010603 (lr=7.2093e-04) (hash(x)=151186017)
|
| 630 |
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5220 train 3.807011 (lr=7.1826e-04) (hash(x)=148996819)
|
| 631 |
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5230 train 3.756491 (lr=7.1559e-04) (hash(x)=150829917)
|
| 632 |
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5240 train 3.881472 (lr=7.1292e-04) (hash(x)=152758972)
|
| 633 |
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5250 train 3.844984 (lr=7.1025e-04) (hash(x)=154345903)
|
| 634 |
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5260 train 3.837996 (lr=7.0759e-04) (hash(x)=150134947)
|
| 635 |
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5270 train 3.930423 (lr=7.0493e-04) (hash(x)=149689310)
|
| 636 |
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5280 train 4.178551 (lr=7.0227e-04) (hash(x)=147662223)
|
| 637 |
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5290 train 4.238178 (lr=6.9962e-04) (hash(x)=165770608)
|
| 638 |
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5300 val loss 4.1682
|
| 639 |
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5300 val perplexity 64.5985
|
| 640 |
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5300 train 4.215611 (lr=6.9696e-04) (hash(x)=159484800)
|
| 641 |
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5310 train 4.243243 (lr=6.9431e-04) (hash(x)=152672536)
|
| 642 |
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5320 train 4.071619 (lr=6.9166e-04) (hash(x)=152728812)
|
| 643 |
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5330 train 4.017704 (lr=6.8902e-04) (hash(x)=152778685)
|
| 644 |
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5340 train 4.117883 (lr=6.8638e-04) (hash(x)=149818849)
|
| 645 |
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5350 train 4.041136 (lr=6.8374e-04) (hash(x)=168239739)
|
| 646 |
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5360 train 4.187983 (lr=6.8110e-04) (hash(x)=139859423)
|
| 647 |
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5370 train 4.017087 (lr=6.7847e-04) (hash(x)=139315327)
|
| 648 |
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5380 train 4.226107 (lr=6.7584e-04) (hash(x)=163068509)
|
| 649 |
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5390 train 4.179071 (lr=6.7321e-04) (hash(x)=147645415)
|
| 650 |
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5400 val loss 4.1441
|
| 651 |
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5400 val perplexity 63.0620
|
| 652 |
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5400 train 4.135152 (lr=6.7059e-04) (hash(x)=140385615)
|
| 653 |
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5410 train 3.996602 (lr=6.6796e-04) (hash(x)=151381862)
|
| 654 |
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5420 train 4.138696 (lr=6.6534e-04) (hash(x)=152445092)
|
| 655 |
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5430 train 4.157798 (lr=6.6273e-04) (hash(x)=142454479)
|
| 656 |
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5440 train 4.108191 (lr=6.6012e-04) (hash(x)=151308771)
|
| 657 |
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5450 train 3.969954 (lr=6.5751e-04) (hash(x)=150886070)
|
| 658 |
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5460 train 4.069334 (lr=6.5490e-04) (hash(x)=146080408)
|
| 659 |
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5470 train 4.090832 (lr=6.5230e-04) (hash(x)=149828857)
|
| 660 |
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5480 train 4.070264 (lr=6.4970e-04) (hash(x)=139922034)
|
| 661 |
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5490 train 4.013256 (lr=6.4710e-04) (hash(x)=150262276)
|
| 662 |
+
5500 val loss 4.1441
|
| 663 |
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5500 val perplexity 63.0584
|
| 664 |
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5500 train 3.982103 (lr=6.4451e-04) (hash(x)=148498335)
|
| 665 |
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5510 train 4.098257 (lr=6.4192e-04) (hash(x)=157036224)
|
| 666 |
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5520 train 3.985923 (lr=6.3934e-04) (hash(x)=134093409)
|
| 667 |
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5530 train 4.009608 (lr=6.3675e-04) (hash(x)=153126250)
|
| 668 |
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5540 train 4.017129 (lr=6.3417e-04) (hash(x)=136170985)
|
| 669 |
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5550 train 4.000783 (lr=6.3160e-04) (hash(x)=152841201)
|
| 670 |
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5560 train 4.103783 (lr=6.2903e-04) (hash(x)=147439014)
|
| 671 |
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5570 train 4.019072 (lr=6.2646e-04) (hash(x)=143476132)
|
| 672 |
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5580 train 3.790915 (lr=6.2390e-04) (hash(x)=139503437)
|
| 673 |
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5590 train 3.832694 (lr=6.2134e-04) (hash(x)=131664955)
|
| 674 |
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5600 val loss 4.1539
|
| 675 |
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5600 val perplexity 63.6831
|
| 676 |
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5600 train 3.928554 (lr=6.1878e-04) (hash(x)=151907614)
|
| 677 |
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5610 train 3.814938 (lr=6.1623e-04) (hash(x)=157132674)
|
| 678 |
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5620 train 4.016770 (lr=6.1368e-04) (hash(x)=146793775)
|
| 679 |
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5630 train 3.967438 (lr=6.1113e-04) (hash(x)=147237910)
|
| 680 |
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5640 train 3.876939 (lr=6.0859e-04) (hash(x)=141120024)
|
| 681 |
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5650 train 3.856092 (lr=6.0605e-04) (hash(x)=144275645)
|
| 682 |
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5660 train 3.886973 (lr=6.0352e-04) (hash(x)=159088002)
|
| 683 |
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5670 train 3.928365 (lr=6.0099e-04) (hash(x)=147224479)
|
| 684 |
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5680 train 4.286070 (lr=5.9846e-04) (hash(x)=147208743)
|
| 685 |
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5690 train 4.089945 (lr=5.9594e-04) (hash(x)=154384701)
|
| 686 |
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5700 val loss 4.1460
|
| 687 |
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5700 val perplexity 63.1782
|
| 688 |
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5700 train 4.124380 (lr=5.9342e-04) (hash(x)=155192267)
|
| 689 |
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5710 train 4.063839 (lr=5.9091e-04) (hash(x)=148458753)
|
| 690 |
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5720 train 4.177832 (lr=5.8840e-04) (hash(x)=159947204)
|
| 691 |
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5730 train 4.155349 (lr=5.8590e-04) (hash(x)=150746366)
|
| 692 |
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5740 train 4.151862 (lr=5.8340e-04) (hash(x)=155201884)
|
| 693 |
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5750 train 4.150684 (lr=5.8090e-04) (hash(x)=156432008)
|
| 694 |
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5760 train 4.135125 (lr=5.7841e-04) (hash(x)=185977746)
|
| 695 |
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5770 train 4.139095 (lr=5.7592e-04) (hash(x)=133620000)
|
| 696 |
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5780 train 4.140096 (lr=5.7344e-04) (hash(x)=153778044)
|
| 697 |
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5790 train 3.992345 (lr=5.7096e-04) (hash(x)=147713822)
|
| 698 |
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5800 val loss 4.1216
|
| 699 |
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5800 val perplexity 61.6607
|
| 700 |
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5800 train 4.140488 (lr=5.6849e-04) (hash(x)=153132158)
|
| 701 |
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5810 train 4.103373 (lr=5.6602e-04) (hash(x)=144293895)
|
| 702 |
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5820 train 4.075985 (lr=5.6355e-04) (hash(x)=151500590)
|
| 703 |
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5830 train 4.028651 (lr=5.6109e-04) (hash(x)=139308707)
|
| 704 |
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5840 train 4.139853 (lr=5.5864e-04) (hash(x)=153591278)
|
| 705 |
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5850 train 4.123959 (lr=5.5618e-04) (hash(x)=146077037)
|
| 706 |
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5860 train 4.085130 (lr=5.5374e-04) (hash(x)=149160733)
|
| 707 |
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5870 train 4.060245 (lr=5.5130e-04) (hash(x)=138482476)
|
| 708 |
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5880 train 4.082697 (lr=5.4886e-04) (hash(x)=152173137)
|
| 709 |
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5890 train 4.066964 (lr=5.4643e-04) (hash(x)=142387057)
|
| 710 |
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5900 val loss 4.1350
|
| 711 |
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5900 val perplexity 62.4895
|
| 712 |
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5900 train 4.139030 (lr=5.4400e-04) (hash(x)=161446764)
|
| 713 |
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5910 train 4.010157 (lr=5.4158e-04) (hash(x)=144512138)
|
| 714 |
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5920 train 4.067516 (lr=5.3916e-04) (hash(x)=152555618)
|
| 715 |
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5930 train 4.022644 (lr=5.3675e-04) (hash(x)=146129367)
|
| 716 |
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5940 train 3.967901 (lr=5.3434e-04) (hash(x)=154607527)
|
| 717 |
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5950 train 4.051786 (lr=5.3194e-04) (hash(x)=143827143)
|
| 718 |
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5960 train 4.182988 (lr=5.2954e-04) (hash(x)=151168510)
|
| 719 |
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5970 train 3.969777 (lr=5.2715e-04) (hash(x)=158961574)
|
| 720 |
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5980 train 3.807679 (lr=5.2476e-04) (hash(x)=148757787)
|
| 721 |
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5990 train 4.295764 (lr=5.2238e-04) (hash(x)=161719494)
|
| 722 |
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6000 val loss 4.1306
|
| 723 |
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6000 val perplexity 62.2129
|
| 724 |
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6000 train 3.799279 (lr=5.2000e-04) (hash(x)=151512446)
|
| 725 |
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6010 train 3.921787 (lr=5.1763e-04) (hash(x)=173500735)
|
| 726 |
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6020 train 4.055345 (lr=5.1526e-04) (hash(x)=157621031)
|
| 727 |
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6030 train 3.936944 (lr=5.1290e-04) (hash(x)=142662684)
|
| 728 |
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6040 train 3.931229 (lr=5.1054e-04) (hash(x)=146180940)
|
| 729 |
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6050 train 3.848628 (lr=5.0819e-04) (hash(x)=147654412)
|
| 730 |
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6060 train 3.720720 (lr=5.0585e-04) (hash(x)=156393157)
|
| 731 |
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6070 train 4.129524 (lr=5.0351e-04) (hash(x)=156947300)
|
| 732 |
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6080 train 4.119689 (lr=5.0117e-04) (hash(x)=163108626)
|
| 733 |
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6090 train 4.215795 (lr=4.9885e-04) (hash(x)=158654713)
|
| 734 |
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6100 val loss 4.1101
|
| 735 |
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6100 val perplexity 60.9507
|
| 736 |
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6100 train 3.950422 (lr=4.9652e-04) (hash(x)=188094053)
|
| 737 |
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6110 train 4.101242 (lr=4.9420e-04) (hash(x)=145132600)
|
| 738 |
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6120 train 3.979149 (lr=4.9189e-04) (hash(x)=146999707)
|
| 739 |
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6130 train 4.204317 (lr=4.8959e-04) (hash(x)=145719530)
|
| 740 |
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6140 train 4.138451 (lr=4.8729e-04) (hash(x)=153230722)
|
| 741 |
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6150 train 4.077563 (lr=4.8499e-04) (hash(x)=147455934)
|
| 742 |
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6160 train 4.125252 (lr=4.8270e-04) (hash(x)=146596242)
|
| 743 |
+
6170 train 4.227705 (lr=4.8042e-04) (hash(x)=152029855)
|
| 744 |
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6180 train 4.082908 (lr=4.7814e-04) (hash(x)=151480034)
|
| 745 |
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6190 train 4.018599 (lr=4.7587e-04) (hash(x)=147381047)
|
| 746 |
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6200 val loss 4.0931
|
| 747 |
+
6200 val perplexity 59.9239
|
| 748 |
+
6200 train 4.005223 (lr=4.7360e-04) (hash(x)=149389789)
|
| 749 |
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6210 train 4.057927 (lr=4.7134e-04) (hash(x)=154894138)
|
| 750 |
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6220 train 4.091999 (lr=4.6909e-04) (hash(x)=150074302)
|
| 751 |
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6230 train 3.952763 (lr=4.6684e-04) (hash(x)=142881794)
|
| 752 |
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6240 train 3.945299 (lr=4.6460e-04) (hash(x)=164747461)
|
| 753 |
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6250 train 4.116146 (lr=4.6236e-04) (hash(x)=158378292)
|
| 754 |
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6260 train 4.119603 (lr=4.6013e-04) (hash(x)=147675938)
|
| 755 |
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6270 train 4.057930 (lr=4.5790e-04) (hash(x)=148197228)
|
| 756 |
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6280 train 4.017408 (lr=4.5569e-04) (hash(x)=135296747)
|
| 757 |
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6290 train 4.093952 (lr=4.5347e-04) (hash(x)=156439346)
|
| 758 |
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6300 val loss 4.0931
|
| 759 |
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6300 val perplexity 59.9279
|
| 760 |
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6300 train 3.915794 (lr=4.5127e-04) (hash(x)=138212820)
|
| 761 |
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6310 train 4.201530 (lr=4.4907e-04) (hash(x)=165985336)
|
| 762 |
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6320 train 4.074866 (lr=4.4688e-04) (hash(x)=145921897)
|
| 763 |
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6330 train 4.280838 (lr=4.4469e-04) (hash(x)=145502689)
|
| 764 |
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6340 train 4.019806 (lr=4.4251e-04) (hash(x)=141704937)
|
| 765 |
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6350 train 4.075778 (lr=4.4033e-04) (hash(x)=161789400)
|
| 766 |
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6360 train 3.807686 (lr=4.3817e-04) (hash(x)=145457780)
|
| 767 |
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6370 train 4.048119 (lr=4.3600e-04) (hash(x)=171628530)
|
| 768 |
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6380 train 3.840546 (lr=4.3385e-04) (hash(x)=153467923)
|
| 769 |
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6390 train 4.217614 (lr=4.3170e-04) (hash(x)=158066904)
|
| 770 |
+
6400 val loss 4.0991
|
| 771 |
+
6400 val perplexity 60.2846
|
| 772 |
+
6400 train 3.864706 (lr=4.2956e-04) (hash(x)=146535423)
|
| 773 |
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6410 train 3.733438 (lr=4.2742e-04) (hash(x)=147264155)
|
| 774 |
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6420 train 3.834556 (lr=4.2529e-04) (hash(x)=145595485)
|
| 775 |
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6430 train 3.980077 (lr=4.2317e-04) (hash(x)=146929074)
|
| 776 |
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6440 train 3.913098 (lr=4.2105e-04) (hash(x)=147290878)
|
| 777 |
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6450 train 3.994871 (lr=4.1895e-04) (hash(x)=141154205)
|
| 778 |
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6460 train 3.843764 (lr=4.1684e-04) (hash(x)=154360901)
|
| 779 |
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6470 train 4.187998 (lr=4.1475e-04) (hash(x)=146350558)
|
| 780 |
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6480 train 4.143011 (lr=4.1266e-04) (hash(x)=153927683)
|
| 781 |
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6490 train 4.058379 (lr=4.1058e-04) (hash(x)=149337047)
|
| 782 |
+
6500 val loss 4.0851
|
| 783 |
+
6500 val perplexity 59.4472
|
| 784 |
+
6500 train 3.986481 (lr=4.0850e-04) (hash(x)=145950843)
|
| 785 |
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6510 train 4.039566 (lr=4.0643e-04) (hash(x)=142577653)
|
| 786 |
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6520 train 4.104033 (lr=4.0437e-04) (hash(x)=165060689)
|
| 787 |
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6530 train 3.950519 (lr=4.0231e-04) (hash(x)=148367505)
|
| 788 |
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6540 train 4.043870 (lr=4.0027e-04) (hash(x)=154313651)
|
| 789 |
+
6550 train 3.958898 (lr=3.9823e-04) (hash(x)=147477315)
|
| 790 |
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6560 train 4.050877 (lr=3.9619e-04) (hash(x)=139825403)
|
| 791 |
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6570 train 4.058730 (lr=3.9416e-04) (hash(x)=141482518)
|
| 792 |
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6580 train 4.103235 (lr=3.9214e-04) (hash(x)=144968144)
|
| 793 |
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6590 train 4.044857 (lr=3.9013e-04) (hash(x)=154319720)
|
| 794 |
+
6600 val loss 4.0804
|
| 795 |
+
6600 val perplexity 59.1689
|
| 796 |
+
6600 train 4.093859 (lr=3.8813e-04) (hash(x)=141162902)
|
| 797 |
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6610 train 4.055049 (lr=3.8613e-04) (hash(x)=159490449)
|
| 798 |
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6620 train 3.937816 (lr=3.8414e-04) (hash(x)=151189772)
|
| 799 |
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6630 train 3.912310 (lr=3.8215e-04) (hash(x)=148451651)
|
| 800 |
+
6640 train 4.040330 (lr=3.8017e-04) (hash(x)=152815550)
|
| 801 |
+
6650 train 3.890241 (lr=3.7820e-04) (hash(x)=144316094)
|
| 802 |
+
6660 train 4.224389 (lr=3.7624e-04) (hash(x)=143951240)
|
| 803 |
+
6670 train 3.839010 (lr=3.7429e-04) (hash(x)=143203472)
|
| 804 |
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6680 train 3.880912 (lr=3.7234e-04) (hash(x)=132063806)
|
| 805 |
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6690 train 3.965489 (lr=3.7040e-04) (hash(x)=140739750)
|
| 806 |
+
6700 val loss 4.0839
|
| 807 |
+
6700 val perplexity 59.3756
|
| 808 |
+
6700 train 4.027029 (lr=3.6847e-04) (hash(x)=153018737)
|
| 809 |
+
6710 train 3.887612 (lr=3.6654e-04) (hash(x)=140107197)
|
| 810 |
+
6720 train 3.995903 (lr=3.6462e-04) (hash(x)=144396559)
|
| 811 |
+
6730 train 3.842317 (lr=3.6271e-04) (hash(x)=148038991)
|
| 812 |
+
6740 train 4.058234 (lr=3.6081e-04) (hash(x)=145504746)
|
| 813 |
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6750 train 4.042772 (lr=3.5891e-04) (hash(x)=119579094)
|
| 814 |
+
6760 train 4.056911 (lr=3.5702e-04) (hash(x)=161725430)
|
| 815 |
+
6770 train 4.071033 (lr=3.5514e-04) (hash(x)=153646966)
|
| 816 |
+
6780 train 4.086332 (lr=3.5327e-04) (hash(x)=153838463)
|
| 817 |
+
6790 train 4.198997 (lr=3.5140e-04) (hash(x)=157891196)
|
| 818 |
+
6800 val loss 4.0636
|
| 819 |
+
6800 val perplexity 58.1836
|
| 820 |
+
6800 train 3.918741 (lr=3.4955e-04) (hash(x)=155640155)
|
| 821 |
+
6810 train 4.116039 (lr=3.4770e-04) (hash(x)=154913809)
|
| 822 |
+
6820 train 4.028681 (lr=3.4585e-04) (hash(x)=159412493)
|
| 823 |
+
6830 train 3.991987 (lr=3.4402e-04) (hash(x)=144756549)
|
| 824 |
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6840 train 4.200135 (lr=3.4219e-04) (hash(x)=143824638)
|
| 825 |
+
6850 train 4.527844 (lr=3.4037e-04) (hash(x)=117180982)
|
| 826 |
+
6860 train 4.055753 (lr=3.3856e-04) (hash(x)=141887150)
|
| 827 |
+
6870 train 4.115954 (lr=3.3676e-04) (hash(x)=140094872)
|
| 828 |
+
6880 train 3.953709 (lr=3.3496e-04) (hash(x)=141479953)
|
| 829 |
+
6890 train 4.017599 (lr=3.3318e-04) (hash(x)=153166840)
|
| 830 |
+
6900 val loss 4.0604
|
| 831 |
+
6900 val perplexity 57.9970
|
| 832 |
+
6900 train 4.043765 (lr=3.3140e-04) (hash(x)=153722115)
|
| 833 |
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6910 train 4.147164 (lr=3.2962e-04) (hash(x)=149578602)
|
| 834 |
+
6920 train 4.004947 (lr=3.2786e-04) (hash(x)=149925108)
|
| 835 |
+
6930 train 3.944329 (lr=3.2611e-04) (hash(x)=148589489)
|
| 836 |
+
6940 train 3.855111 (lr=3.2436e-04) (hash(x)=144243794)
|
| 837 |
+
6950 train 3.936490 (lr=3.2262e-04) (hash(x)=157743480)
|
| 838 |
+
6960 train 3.924882 (lr=3.2089e-04) (hash(x)=139858247)
|
| 839 |
+
6970 train 3.857079 (lr=3.1916e-04) (hash(x)=148727536)
|
| 840 |
+
6980 train 3.970784 (lr=3.1745e-04) (hash(x)=153382595)
|
| 841 |
+
6990 train 4.112020 (lr=3.1574e-04) (hash(x)=147529919)
|
| 842 |
+
7000 val loss 4.0556
|
| 843 |
+
7000 val perplexity 57.7201
|
| 844 |
+
7000 train 4.074665 (lr=3.1404e-04) (hash(x)=146953450)
|
| 845 |
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7010 train 3.988949 (lr=3.1235e-04) (hash(x)=134561015)
|
| 846 |
+
7020 train 4.097191 (lr=3.1067e-04) (hash(x)=148433515)
|
| 847 |
+
7030 train 3.952348 (lr=3.0899e-04) (hash(x)=140394326)
|
| 848 |
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7040 train 3.957478 (lr=3.0733e-04) (hash(x)=136740763)
|
| 849 |
+
7050 train 3.792797 (lr=3.0567e-04) (hash(x)=148637938)
|
| 850 |
+
7060 train 3.962727 (lr=3.0402e-04) (hash(x)=147262147)
|
| 851 |
+
7070 train 3.938805 (lr=3.0238e-04) (hash(x)=140191039)
|
| 852 |
+
7080 train 3.945616 (lr=3.0075e-04) (hash(x)=148223305)
|
| 853 |
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7090 train 3.866401 (lr=2.9912e-04) (hash(x)=139984988)
|
| 854 |
+
7100 val loss 4.0594
|
| 855 |
+
7100 val perplexity 57.9406
|
| 856 |
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7100 train 3.979406 (lr=2.9751e-04) (hash(x)=137663885)
|
| 857 |
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7110 train 3.859655 (lr=2.9590e-04) (hash(x)=150955021)
|
| 858 |
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7120 train 3.775248 (lr=2.9430e-04) (hash(x)=148585682)
|
| 859 |
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7130 train 3.975757 (lr=2.9271e-04) (hash(x)=146055548)
|
| 860 |
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7140 train 4.011108 (lr=2.9113e-04) (hash(x)=155723541)
|
| 861 |
+
7150 train 4.089570 (lr=2.8956e-04) (hash(x)=140465834)
|
| 862 |
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7160 train 4.061731 (lr=2.8799e-04) (hash(x)=163246922)
|
| 863 |
+
7170 train 3.912742 (lr=2.8644e-04) (hash(x)=150754166)
|
| 864 |
+
7180 train 4.458017 (lr=2.8489e-04) (hash(x)=142844151)
|
| 865 |
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7190 train 4.035649 (lr=2.8335e-04) (hash(x)=145167470)
|
| 866 |
+
7200 val loss 4.0407
|
| 867 |
+
7200 val perplexity 56.8663
|
| 868 |
+
7200 train 4.227518 (lr=2.8182e-04) (hash(x)=146172950)
|
| 869 |
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7210 train 4.059411 (lr=2.8030e-04) (hash(x)=143155287)
|
| 870 |
+
7220 train 4.010241 (lr=2.7878e-04) (hash(x)=151976669)
|
| 871 |
+
7230 train 4.118203 (lr=2.7728e-04) (hash(x)=145979940)
|
| 872 |
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7240 train 4.091717 (lr=2.7578e-04) (hash(x)=155656034)
|
| 873 |
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7250 train 4.089636 (lr=2.7430e-04) (hash(x)=135610136)
|
| 874 |
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7260 train 4.169311 (lr=2.7282e-04) (hash(x)=148133023)
|
| 875 |
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7270 train 4.043428 (lr=2.7135e-04) (hash(x)=148006681)
|
| 876 |
+
7280 train 4.076955 (lr=2.6989e-04) (hash(x)=151397627)
|
| 877 |
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7290 train 4.037013 (lr=2.6844e-04) (hash(x)=141696871)
|
| 878 |
+
7300 val loss 4.0375
|
| 879 |
+
7300 val perplexity 56.6827
|
| 880 |
+
7300 train 3.971579 (lr=2.6700e-04) (hash(x)=150018163)
|
| 881 |
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7310 train 4.015401 (lr=2.6556e-04) (hash(x)=154900050)
|
| 882 |
+
7320 train 3.909890 (lr=2.6414e-04) (hash(x)=142608283)
|
| 883 |
+
7330 train 4.012889 (lr=2.6272e-04) (hash(x)=148977837)
|
| 884 |
+
7340 train 4.030307 (lr=2.6132e-04) (hash(x)=141676907)
|
| 885 |
+
7350 train 3.916158 (lr=2.5992e-04) (hash(x)=147846997)
|
| 886 |
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7360 train 4.151368 (lr=2.5853e-04) (hash(x)=143252181)
|
| 887 |
+
7370 train 3.982061 (lr=2.5715e-04) (hash(x)=155081717)
|
| 888 |
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7380 train 4.065177 (lr=2.5578e-04) (hash(x)=149678451)
|
| 889 |
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7390 train 3.892082 (lr=2.5442e-04) (hash(x)=159341637)
|
| 890 |
+
7400 val loss 4.0363
|
| 891 |
+
7400 val perplexity 56.6143
|
| 892 |
+
7400 train 4.185328 (lr=2.5306e-04) (hash(x)=145351166)
|
| 893 |
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7410 train 3.997351 (lr=2.5172e-04) (hash(x)=162274009)
|
| 894 |
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7420 train 3.845787 (lr=2.5038e-04) (hash(x)=143254858)
|
| 895 |
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7430 train 3.956005 (lr=2.4906e-04) (hash(x)=143049884)
|
| 896 |
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7440 train 3.880637 (lr=2.4774e-04) (hash(x)=141768538)
|
| 897 |
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7450 train 3.904248 (lr=2.4644e-04) (hash(x)=139895310)
|
| 898 |
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7460 train 3.769994 (lr=2.4514e-04) (hash(x)=155900365)
|
| 899 |
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7470 train 3.753873 (lr=2.4385e-04) (hash(x)=145048215)
|
| 900 |
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7480 train 3.898348 (lr=2.4257e-04) (hash(x)=136992624)
|
| 901 |
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7490 train 4.004033 (lr=2.4130e-04) (hash(x)=141424789)
|
| 902 |
+
7500 val loss 4.0421
|
| 903 |
+
7500 val perplexity 56.9442
|
| 904 |
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7500 train 3.860833 (lr=2.4004e-04) (hash(x)=145292116)
|
| 905 |
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7510 train 3.890233 (lr=2.3879e-04) (hash(x)=144818029)
|
| 906 |
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7520 train 4.068140 (lr=2.3754e-04) (hash(x)=152903515)
|
| 907 |
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7530 train 4.075236 (lr=2.3631e-04) (hash(x)=156934724)
|
| 908 |
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7540 train 4.299116 (lr=2.3509e-04) (hash(x)=156695926)
|
| 909 |
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7550 train 4.055875 (lr=2.3387e-04) (hash(x)=149115609)
|
| 910 |
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7560 train 4.033619 (lr=2.3267e-04) (hash(x)=143974224)
|
| 911 |
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7570 train 3.993920 (lr=2.3147e-04) (hash(x)=148204424)
|
| 912 |
+
7580 train 4.073923 (lr=2.3029e-04) (hash(x)=150177910)
|
| 913 |
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7590 train 4.086332 (lr=2.2911e-04) (hash(x)=140325629)
|
| 914 |
+
7600 val loss 4.0276
|
| 915 |
+
7600 val perplexity 56.1262
|
| 916 |
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7600 train 3.970973 (lr=2.2794e-04) (hash(x)=150235132)
|
| 917 |
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7610 train 4.092599 (lr=2.2678e-04) (hash(x)=157594837)
|
| 918 |
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7620 train 4.103199 (lr=2.2564e-04) (hash(x)=146696749)
|
| 919 |
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7630 train 4.137468 (lr=2.2450e-04) (hash(x)=148463580)
|
| 920 |
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7640 train 3.960524 (lr=2.2337e-04) (hash(x)=140271046)
|
| 921 |
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7650 train 4.019231 (lr=2.2225e-04) (hash(x)=159952319)
|
| 922 |
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7660 train 4.019267 (lr=2.2114e-04) (hash(x)=146307392)
|
| 923 |
+
7670 train 3.968556 (lr=2.2004e-04) (hash(x)=145027988)
|
| 924 |
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7680 train 4.031213 (lr=2.1894e-04) (hash(x)=147729698)
|
| 925 |
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7690 train 4.022460 (lr=2.1786e-04) (hash(x)=143401210)
|
| 926 |
+
7700 val loss 4.0214
|
| 927 |
+
7700 val perplexity 55.7777
|
| 928 |
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7700 train 3.950626 (lr=2.1679e-04) (hash(x)=154543455)
|
| 929 |
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7710 train 4.028580 (lr=2.1573e-04) (hash(x)=151600456)
|
| 930 |
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7720 train 3.942882 (lr=2.1468e-04) (hash(x)=165913803)
|
| 931 |
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7730 train 3.812745 (lr=2.1363e-04) (hash(x)=144942059)
|
| 932 |
+
7740 train 4.036946 (lr=2.1260e-04) (hash(x)=150302103)
|
| 933 |
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7750 train 3.982657 (lr=2.1158e-04) (hash(x)=155782458)
|
| 934 |
+
7760 train 4.021356 (lr=2.1056e-04) (hash(x)=147824384)
|
| 935 |
+
7770 train 4.030849 (lr=2.0956e-04) (hash(x)=149177657)
|
| 936 |
+
7780 train 4.047894 (lr=2.0856e-04) (hash(x)=164446738)
|
| 937 |
+
7790 train 3.858728 (lr=2.0758e-04) (hash(x)=146417077)
|
| 938 |
+
7800 val loss 4.0239
|
| 939 |
+
7800 val perplexity 55.9198
|
| 940 |
+
7800 train 3.998363 (lr=2.0660e-04) (hash(x)=142456852)
|
| 941 |
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7810 train 3.709593 (lr=2.0564e-04) (hash(x)=146221807)
|
| 942 |
+
7820 train 3.890103 (lr=2.0468e-04) (hash(x)=154136533)
|
| 943 |
+
7830 train 3.802536 (lr=2.0373e-04) (hash(x)=147492735)
|
| 944 |
+
7840 train 3.963478 (lr=2.0280e-04) (hash(x)=143481291)
|
| 945 |
+
7850 train 3.793144 (lr=2.0187e-04) (hash(x)=136749307)
|
| 946 |
+
7860 train 3.813534 (lr=2.0096e-04) (hash(x)=128985347)
|
| 947 |
+
7870 train 3.717208 (lr=2.0005e-04) (hash(x)=152897363)
|
| 948 |
+
7880 train 3.925831 (lr=1.9915e-04) (hash(x)=151460360)
|
| 949 |
+
7890 train 3.748500 (lr=1.9827e-04) (hash(x)=137481738)
|
| 950 |
+
7900 val loss 4.0245
|
| 951 |
+
7900 val perplexity 55.9535
|
| 952 |
+
7900 train 3.819672 (lr=1.9739e-04) (hash(x)=147363479)
|
| 953 |
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7910 train 4.039794 (lr=1.9652e-04) (hash(x)=151165744)
|
| 954 |
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7920 train 4.219973 (lr=1.9566e-04) (hash(x)=146214226)
|
| 955 |
+
7930 train 4.017499 (lr=1.9482e-04) (hash(x)=154457502)
|
| 956 |
+
7940 train 3.927829 (lr=1.9398e-04) (hash(x)=162025201)
|
| 957 |
+
7950 train 3.917063 (lr=1.9315e-04) (hash(x)=156488145)
|
| 958 |
+
7960 train 4.194811 (lr=1.9233e-04) (hash(x)=154011584)
|
| 959 |
+
7970 train 4.053802 (lr=1.9153e-04) (hash(x)=145330320)
|
| 960 |
+
7980 train 3.955650 (lr=1.9073e-04) (hash(x)=148216312)
|
| 961 |
+
7990 train 3.891703 (lr=1.8994e-04) (hash(x)=156819091)
|
| 962 |
+
8000 val loss 4.0139
|
| 963 |
+
8000 val perplexity 55.3614
|
| 964 |
+
8000 train 4.051818 (lr=1.8917e-04) (hash(x)=156122973)
|
| 965 |
+
8010 train 3.989439 (lr=1.8840e-04) (hash(x)=146933088)
|
| 966 |
+
8020 train 4.093035 (lr=1.8764e-04) (hash(x)=151650746)
|
| 967 |
+
8030 train 4.012912 (lr=1.8689e-04) (hash(x)=140692373)
|
| 968 |
+
8040 train 4.204198 (lr=1.8616e-04) (hash(x)=147850094)
|
| 969 |
+
8050 train 4.020403 (lr=1.8543e-04) (hash(x)=144454109)
|
| 970 |
+
8060 train 3.879637 (lr=1.8471e-04) (hash(x)=152205124)
|
| 971 |
+
8070 train 4.092819 (lr=1.8400e-04) (hash(x)=148918066)
|
| 972 |
+
8080 train 4.026250 (lr=1.8331e-04) (hash(x)=146481024)
|
| 973 |
+
8090 train 4.063261 (lr=1.8262e-04) (hash(x)=168785549)
|
| 974 |
+
8100 val loss 4.0103
|
| 975 |
+
8100 val perplexity 55.1649
|
| 976 |
+
8100 train 4.087007 (lr=1.8194e-04) (hash(x)=156153179)
|
| 977 |
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8110 train 4.048580 (lr=1.8128e-04) (hash(x)=150498601)
|
| 978 |
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8120 train 4.040079 (lr=1.8062e-04) (hash(x)=142002714)
|
| 979 |
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8130 train 3.935630 (lr=1.7997e-04) (hash(x)=138450483)
|
| 980 |
+
8140 train 4.018624 (lr=1.7934e-04) (hash(x)=145306351)
|
| 981 |
+
8150 train 3.895334 (lr=1.7871e-04) (hash(x)=172502865)
|
| 982 |
+
8160 train 3.999201 (lr=1.7810e-04) (hash(x)=156689649)
|
| 983 |
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8170 train 3.915990 (lr=1.7749e-04) (hash(x)=143766932)
|
| 984 |
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8180 train 4.056478 (lr=1.7689e-04) (hash(x)=150361321)
|
| 985 |
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8190 train 3.882954 (lr=1.7631e-04) (hash(x)=152664241)
|
| 986 |
+
8200 val loss 4.0098
|
| 987 |
+
8200 val perplexity 55.1364
|
| 988 |
+
8200 train 4.168783 (lr=1.7573e-04) (hash(x)=146430698)
|
| 989 |
+
8210 train 3.856670 (lr=1.7517e-04) (hash(x)=167362078)
|
| 990 |
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8220 train 4.070909 (lr=1.7461e-04) (hash(x)=157650942)
|
| 991 |
+
8230 train 3.882697 (lr=1.7407e-04) (hash(x)=142102044)
|
| 992 |
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8240 train 3.924375 (lr=1.7354e-04) (hash(x)=153405900)
|
| 993 |
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8250 train 3.874124 (lr=1.7301e-04) (hash(x)=140222909)
|
| 994 |
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8260 train 4.004837 (lr=1.7250e-04) (hash(x)=137981854)
|
| 995 |
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8270 train 3.918634 (lr=1.7199e-04) (hash(x)=147576272)
|
| 996 |
+
8280 train 3.938046 (lr=1.7150e-04) (hash(x)=157988195)
|
| 997 |
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8290 train 3.989228 (lr=1.7102e-04) (hash(x)=145715681)
|
| 998 |
+
8300 val loss 4.0105
|
| 999 |
+
8300 val perplexity 55.1747
|
| 1000 |
+
8300 train 3.934768 (lr=1.7055e-04) (hash(x)=143507257)
|
| 1001 |
+
8310 train 3.989935 (lr=1.7008e-04) (hash(x)=148930064)
|
| 1002 |
+
8320 train 3.920303 (lr=1.6963e-04) (hash(x)=144134805)
|
| 1003 |
+
8330 train 4.036876 (lr=1.6919e-04) (hash(x)=148418079)
|
| 1004 |
+
8340 train 3.763815 (lr=1.6876e-04) (hash(x)=166518807)
|
| 1005 |
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8350 train 4.067300 (lr=1.6834e-04) (hash(x)=140042036)
|
| 1006 |
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8360 train 3.939672 (lr=1.6793e-04) (hash(x)=151427074)
|
| 1007 |
+
8370 train 4.023929 (lr=1.6752e-04) (hash(x)=158389185)
|
| 1008 |
+
8380 train 3.924505 (lr=1.6713e-04) (hash(x)=148193308)
|
| 1009 |
+
8390 train 3.998194 (lr=1.6675e-04) (hash(x)=144289008)
|
| 1010 |
+
8400 val loss 4.0011
|
| 1011 |
+
8400 val perplexity 54.6579
|
| 1012 |
+
8400 train 3.701216 (lr=1.6639e-04) (hash(x)=166272643)
|
| 1013 |
+
8410 train 3.921342 (lr=1.6603e-04) (hash(x)=162244433)
|
| 1014 |
+
8420 train 3.963708 (lr=1.6568e-04) (hash(x)=149271299)
|
| 1015 |
+
8430 train 4.098791 (lr=1.6534e-04) (hash(x)=154135338)
|
| 1016 |
+
8440 train 4.140888 (lr=1.6501e-04) (hash(x)=149661838)
|
| 1017 |
+
8450 train 3.983823 (lr=1.6469e-04) (hash(x)=142205056)
|
| 1018 |
+
8460 train 3.911945 (lr=1.6439e-04) (hash(x)=166652398)
|
| 1019 |
+
8470 train 4.098294 (lr=1.6409e-04) (hash(x)=149029710)
|
| 1020 |
+
8480 train 3.858336 (lr=1.6380e-04) (hash(x)=154217415)
|
| 1021 |
+
8490 train 3.936216 (lr=1.6353e-04) (hash(x)=151526557)
|
| 1022 |
+
8500 val loss 4.0015
|
| 1023 |
+
8500 val perplexity 54.6824
|
| 1024 |
+
8500 train 3.925799 (lr=1.6326e-04) (hash(x)=143887848)
|
| 1025 |
+
8510 train 3.917280 (lr=1.6300e-04) (hash(x)=152324645)
|
| 1026 |
+
8520 train 3.651400 (lr=1.6276e-04) (hash(x)=145124959)
|
| 1027 |
+
8530 train 3.971555 (lr=1.6253e-04) (hash(x)=186319340)
|
| 1028 |
+
8540 train 3.984204 (lr=1.6230e-04) (hash(x)=147388339)
|
| 1029 |
+
8550 train 4.018062 (lr=1.6209e-04) (hash(x)=150118928)
|
| 1030 |
+
8560 train 4.010619 (lr=1.6188e-04) (hash(x)=153985286)
|
| 1031 |
+
8570 train 3.953693 (lr=1.6169e-04) (hash(x)=149582799)
|
| 1032 |
+
8580 train 3.960850 (lr=1.6151e-04) (hash(x)=156867870)
|
| 1033 |
+
8590 train 3.847930 (lr=1.6134e-04) (hash(x)=148773298)
|
| 1034 |
+
8600 val loss 4.0042
|
| 1035 |
+
8600 val perplexity 54.8302
|
| 1036 |
+
8600 train 3.949675 (lr=1.6117e-04) (hash(x)=156900341)
|
| 1037 |
+
8610 train 4.100622 (lr=1.6102e-04) (hash(x)=156790089)
|
| 1038 |
+
8620 train 3.909747 (lr=1.6088e-04) (hash(x)=154680805)
|
| 1039 |
+
8630 train 3.948655 (lr=1.6075e-04) (hash(x)=138107873)
|
| 1040 |
+
8640 train 4.032140 (lr=1.6063e-04) (hash(x)=142554243)
|
| 1041 |
+
8650 train 3.846131 (lr=1.6052e-04) (hash(x)=134360956)
|
| 1042 |
+
8660 train 3.917255 (lr=1.6042e-04) (hash(x)=128599610)
|
| 1043 |
+
8670 train 3.949328 (lr=1.6033e-04) (hash(x)=159628945)
|
| 1044 |
+
8680 train 3.970998 (lr=1.6026e-04) (hash(x)=143161532)
|
| 1045 |
+
8690 train 4.005953 (lr=1.6019e-04) (hash(x)=140104912)
|
| 1046 |
+
8700 val loss 3.9955
|
| 1047 |
+
8700 val perplexity 54.3516
|
| 1048 |
+
8700 train 4.178931 (lr=1.6013e-04) (hash(x)=146417632)
|
| 1049 |
+
8710 train 4.164752 (lr=1.6008e-04) (hash(x)=153671695)
|
| 1050 |
+
8720 train 4.034028 (lr=1.6005e-04) (hash(x)=141680750)
|
| 1051 |
+
8730 train 3.903031 (lr=1.6002e-04) (hash(x)=147279231)
|
| 1052 |
+
8740 train 4.200152 (lr=1.6001e-04) (hash(x)=129729371)
|
| 1053 |
+
8749 val loss 3.9956
|
| 1054 |
+
8749 val perplexity 54.3587
|
lr16e-4_total_batch_size61440_baseline_seed1339/model_08749.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:9af83aed3203bd591636f2fbe8b7f6a539e73077e02dd067157be1808931a811
|
| 3 |
+
size 92843394
|
lr16e-4_total_batch_size61440_baseline_seed1339/optimizer_08749.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:209580948780dc1f985af57c7a03f33e5b4462677636853ec4cfe2fb05620bd1
|
| 3 |
+
size 179406214
|