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Browse files
two_masks_4_heads/args.json
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{"hellaswag": true, "attention_kind": "selective", "log_dir": "logs/repro_selective_pattern_rankings/two_masks_4_heads", "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": 4375, "warmup_steps": 250, "group": "repro_selective_pattern_rankings", "use_wandb": true, "kill_self_after_run": false, "random_seed": 1339, "memory_penalty_epsilon": 0.1, "selection_head_linear_combo": "two_masks", "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": 128, "total_batch_size": 131072, "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": 0.0011, "decay_lr": true, "readout_zero_init": false, "query_zero_init": false, "l1_loss": false, "debugpy": false, "key": "two_masks_4_heads", "n_embd": 256}
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two_masks_4_heads/dataloader_04374.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:1e9422c936c4d62660261ba5451b4b72bd5055f233420bd7b0797ede3ccedd1e
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size 964
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two_masks_4_heads/log2.txt
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| 1 |
+
max_steps: 4375
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| 2 |
+
0 val loss 11.2297
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| 3 |
+
0 val perplexity 75337.2969
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| 4 |
+
0 train 11.241147 (lr=1.5385e-06) (hash(x)=161979327)
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| 5 |
+
10 train 10.240853 (lr=1.6923e-05) (hash(x)=165941070)
|
| 6 |
+
20 train 9.809551 (lr=3.2308e-05) (hash(x)=152918033)
|
| 7 |
+
30 train 9.521764 (lr=4.7692e-05) (hash(x)=169931607)
|
| 8 |
+
40 train 9.063536 (lr=6.3077e-05) (hash(x)=174342675)
|
| 9 |
+
50 train 8.587155 (lr=7.8462e-05) (hash(x)=163872554)
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| 10 |
+
60 train 8.227484 (lr=9.3846e-05) (hash(x)=161534908)
|
| 11 |
+
70 train 7.743032 (lr=1.0923e-04) (hash(x)=156776712)
|
| 12 |
+
80 train 7.673105 (lr=1.2462e-04) (hash(x)=164996929)
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| 13 |
+
90 train 7.534114 (lr=1.4000e-04) (hash(x)=152962169)
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| 14 |
+
100 val loss 7.4624
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| 15 |
+
100 val perplexity 1741.2931
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| 16 |
+
100 train 7.317269 (lr=1.5538e-04) (hash(x)=147111701)
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| 17 |
+
110 train 7.257396 (lr=1.7077e-04) (hash(x)=167595270)
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| 18 |
+
120 train 7.132082 (lr=1.8615e-04) (hash(x)=152205426)
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| 19 |
+
130 train 6.970355 (lr=2.0154e-04) (hash(x)=158427335)
|
| 20 |
+
140 train 6.918655 (lr=2.1692e-04) (hash(x)=174588384)
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| 21 |
+
150 train 6.976203 (lr=2.3231e-04) (hash(x)=157067270)
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| 22 |
+
160 train 6.869520 (lr=2.4769e-04) (hash(x)=161859595)
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| 23 |
+
170 train 6.746449 (lr=2.6308e-04) (hash(x)=162739537)
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| 24 |
+
180 train 6.667017 (lr=2.7846e-04) (hash(x)=170785304)
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| 25 |
+
190 train 6.553442 (lr=2.9385e-04) (hash(x)=168658088)
|
| 26 |
+
200 val loss 6.5065
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| 27 |
+
200 val perplexity 669.4560
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| 28 |
+
200 train 6.505102 (lr=3.0923e-04) (hash(x)=150749086)
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| 29 |
+
210 train 6.385628 (lr=3.2462e-04) (hash(x)=148789576)
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| 30 |
+
220 train 6.288355 (lr=3.4000e-04) (hash(x)=153164408)
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| 31 |
+
230 train 6.448483 (lr=3.5538e-04) (hash(x)=184594366)
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| 32 |
+
240 train 6.154480 (lr=3.7077e-04) (hash(x)=157817319)
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| 33 |
+
250 train 6.192009 (lr=3.8615e-04) (hash(x)=149451562)
|
| 34 |
+
260 train 6.081997 (lr=4.0154e-04) (hash(x)=165738161)
|
| 35 |
+
270 train 6.014750 (lr=4.1692e-04) (hash(x)=165724764)
|
| 36 |
+
280 train 5.950991 (lr=4.3231e-04) (hash(x)=155414136)
|
| 37 |
+
290 train 5.883137 (lr=4.4769e-04) (hash(x)=165090903)
|
| 38 |
+
300 val loss 6.0204
|
| 39 |
+
300 val perplexity 411.7513
|
| 40 |
+
300 train 5.736526 (lr=4.6308e-04) (hash(x)=154445545)
|
| 41 |
+
310 train 5.680873 (lr=4.7846e-04) (hash(x)=158949603)
|
| 42 |
+
320 train 5.768577 (lr=4.9385e-04) (hash(x)=161412973)
|
| 43 |
+
330 train 5.840768 (lr=5.0923e-04) (hash(x)=164572249)
|
| 44 |
+
340 train 5.879656 (lr=5.2462e-04) (hash(x)=162202191)
|
| 45 |
+
350 train 5.866711 (lr=5.4000e-04) (hash(x)=158135392)
|
| 46 |
+
360 train 5.827556 (lr=5.5538e-04) (hash(x)=163752391)
|
| 47 |
+
370 train 5.803038 (lr=5.7077e-04) (hash(x)=172758799)
|
| 48 |
+
380 train 5.592020 (lr=5.8615e-04) (hash(x)=144569488)
|
| 49 |
+
390 train 5.584890 (lr=6.0154e-04) (hash(x)=150429229)
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| 50 |
+
400 val loss 5.6351
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| 51 |
+
400 val perplexity 280.0929
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| 52 |
+
400 train 5.578904 (lr=6.1692e-04) (hash(x)=154261530)
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| 53 |
+
410 train 5.514623 (lr=6.3231e-04) (hash(x)=159172506)
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| 54 |
+
420 train 5.517545 (lr=6.4769e-04) (hash(x)=154419867)
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| 55 |
+
430 train 5.556849 (lr=6.6308e-04) (hash(x)=167337099)
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| 56 |
+
440 train 5.444390 (lr=6.7846e-04) (hash(x)=154535255)
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| 57 |
+
450 train 5.422947 (lr=6.9385e-04) (hash(x)=153077071)
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| 58 |
+
460 train 5.345596 (lr=7.0923e-04) (hash(x)=150853070)
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| 59 |
+
470 train 5.161722 (lr=7.2462e-04) (hash(x)=160701113)
|
| 60 |
+
480 train 5.298952 (lr=7.4000e-04) (hash(x)=154690870)
|
| 61 |
+
490 train 5.106624 (lr=7.5538e-04) (hash(x)=163834286)
|
| 62 |
+
500 val loss 5.4376
|
| 63 |
+
500 val perplexity 229.8850
|
| 64 |
+
500 train 5.184031 (lr=7.7077e-04) (hash(x)=162651717)
|
| 65 |
+
510 train 5.277863 (lr=7.8615e-04) (hash(x)=160448311)
|
| 66 |
+
520 train 5.338006 (lr=8.0154e-04) (hash(x)=165741643)
|
| 67 |
+
530 train 5.423429 (lr=8.1692e-04) (hash(x)=153201264)
|
| 68 |
+
540 train 5.349183 (lr=8.3231e-04) (hash(x)=159027160)
|
| 69 |
+
550 train 5.314828 (lr=8.4769e-04) (hash(x)=170769095)
|
| 70 |
+
560 train 5.312234 (lr=8.6308e-04) (hash(x)=153606190)
|
| 71 |
+
570 train 5.285120 (lr=8.7846e-04) (hash(x)=159708689)
|
| 72 |
+
580 train 5.228480 (lr=8.9385e-04) (hash(x)=179108359)
|
| 73 |
+
590 train 5.236625 (lr=9.0923e-04) (hash(x)=157134241)
|
| 74 |
+
600 val loss 5.2330
|
| 75 |
+
600 val perplexity 187.3501
|
| 76 |
+
600 train 5.204256 (lr=9.2462e-04) (hash(x)=162178356)
|
| 77 |
+
610 train 5.134566 (lr=9.4000e-04) (hash(x)=167646928)
|
| 78 |
+
620 train 5.100605 (lr=9.5538e-04) (hash(x)=160979601)
|
| 79 |
+
630 train 4.997991 (lr=9.7077e-04) (hash(x)=158349468)
|
| 80 |
+
640 train 4.993962 (lr=9.8615e-04) (hash(x)=150370348)
|
| 81 |
+
650 train 4.961896 (lr=1.0015e-03) (hash(x)=152810075)
|
| 82 |
+
660 train 4.885523 (lr=1.0169e-03) (hash(x)=145786262)
|
| 83 |
+
670 train 4.889850 (lr=1.0323e-03) (hash(x)=160779604)
|
| 84 |
+
680 train 4.777647 (lr=1.0477e-03) (hash(x)=152343688)
|
| 85 |
+
690 train 4.815495 (lr=1.0631e-03) (hash(x)=166507600)
|
| 86 |
+
700 val loss 5.0862
|
| 87 |
+
700 val perplexity 161.7741
|
| 88 |
+
700 train 4.778821 (lr=1.0785e-03) (hash(x)=162623700)
|
| 89 |
+
710 train 5.069918 (lr=1.0938e-03) (hash(x)=162293403)
|
| 90 |
+
720 train 5.020819 (lr=1.1000e-03) (hash(x)=159564657)
|
| 91 |
+
730 train 5.045480 (lr=1.1000e-03) (hash(x)=154209107)
|
| 92 |
+
740 train 4.992933 (lr=1.0999e-03) (hash(x)=156485709)
|
| 93 |
+
750 train 4.949430 (lr=1.0998e-03) (hash(x)=160834702)
|
| 94 |
+
760 train 4.953898 (lr=1.0996e-03) (hash(x)=152240275)
|
| 95 |
+
770 train 4.942039 (lr=1.0994e-03) (hash(x)=168903075)
|
| 96 |
+
780 train 4.999674 (lr=1.0992e-03) (hash(x)=166843738)
|
| 97 |
+
790 train 5.036156 (lr=1.0990e-03) (hash(x)=166358104)
|
| 98 |
+
800 val loss 4.9006
|
| 99 |
+
800 val perplexity 134.3724
|
| 100 |
+
800 train 4.821301 (lr=1.0987e-03) (hash(x)=153477747)
|
| 101 |
+
810 train 4.756135 (lr=1.0984e-03) (hash(x)=157954385)
|
| 102 |
+
820 train 4.764114 (lr=1.0980e-03) (hash(x)=174383505)
|
| 103 |
+
830 train 4.751064 (lr=1.0976e-03) (hash(x)=145226181)
|
| 104 |
+
840 train 4.754876 (lr=1.0972e-03) (hash(x)=157665743)
|
| 105 |
+
850 train 4.743603 (lr=1.0967e-03) (hash(x)=158565836)
|
| 106 |
+
860 train 4.736506 (lr=1.0962e-03) (hash(x)=171168105)
|
| 107 |
+
870 train 5.155398 (lr=1.0956e-03) (hash(x)=159017777)
|
| 108 |
+
880 train 4.912037 (lr=1.0950e-03) (hash(x)=168156768)
|
| 109 |
+
890 train 4.795631 (lr=1.0944e-03) (hash(x)=145645245)
|
| 110 |
+
900 val loss 4.7360
|
| 111 |
+
900 val perplexity 113.9749
|
| 112 |
+
900 train 4.624362 (lr=1.0938e-03) (hash(x)=151245521)
|
| 113 |
+
910 train 4.658602 (lr=1.0931e-03) (hash(x)=182614672)
|
| 114 |
+
920 train 4.648904 (lr=1.0924e-03) (hash(x)=167377432)
|
| 115 |
+
930 train 4.573525 (lr=1.0916e-03) (hash(x)=171347228)
|
| 116 |
+
940 train 4.593992 (lr=1.0908e-03) (hash(x)=171588755)
|
| 117 |
+
950 train 4.681276 (lr=1.0900e-03) (hash(x)=159560168)
|
| 118 |
+
960 train 4.565911 (lr=1.0891e-03) (hash(x)=171801357)
|
| 119 |
+
970 train 4.572524 (lr=1.0882e-03) (hash(x)=172513884)
|
| 120 |
+
980 train 4.586324 (lr=1.0872e-03) (hash(x)=170659685)
|
| 121 |
+
990 train 4.607456 (lr=1.0863e-03) (hash(x)=165436358)
|
| 122 |
+
1000 val loss 4.6254
|
| 123 |
+
1000 val perplexity 102.0404
|
| 124 |
+
1000 train 4.676081 (lr=1.0853e-03) (hash(x)=167684690)
|
| 125 |
+
1010 train 4.651782 (lr=1.0842e-03) (hash(x)=127225492)
|
| 126 |
+
1020 train 4.641098 (lr=1.0831e-03) (hash(x)=167575323)
|
| 127 |
+
1030 train 4.570055 (lr=1.0820e-03) (hash(x)=161266302)
|
| 128 |
+
1040 train 4.554289 (lr=1.0809e-03) (hash(x)=155607661)
|
| 129 |
+
1050 train 4.596948 (lr=1.0797e-03) (hash(x)=165685359)
|
| 130 |
+
1060 train 4.439857 (lr=1.0785e-03) (hash(x)=160417824)
|
| 131 |
+
1070 train 4.577234 (lr=1.0772e-03) (hash(x)=173313882)
|
| 132 |
+
1080 train 4.548851 (lr=1.0759e-03) (hash(x)=165485047)
|
| 133 |
+
1090 train 4.410459 (lr=1.0746e-03) (hash(x)=159848305)
|
| 134 |
+
1100 val loss 4.5580
|
| 135 |
+
1100 val perplexity 95.3879
|
| 136 |
+
1100 train 4.579838 (lr=1.0732e-03) (hash(x)=170890601)
|
| 137 |
+
1110 train 4.525679 (lr=1.0718e-03) (hash(x)=172689983)
|
| 138 |
+
1120 train 4.541437 (lr=1.0704e-03) (hash(x)=154762859)
|
| 139 |
+
1130 train 4.455328 (lr=1.0689e-03) (hash(x)=168196871)
|
| 140 |
+
1140 train 4.490040 (lr=1.0674e-03) (hash(x)=156715577)
|
| 141 |
+
1150 train 4.607636 (lr=1.0659e-03) (hash(x)=166381788)
|
| 142 |
+
1160 train 4.532403 (lr=1.0643e-03) (hash(x)=162095130)
|
| 143 |
+
1170 train 4.511522 (lr=1.0627e-03) (hash(x)=166094750)
|
| 144 |
+
1180 train 4.458069 (lr=1.0611e-03) (hash(x)=154965753)
|
| 145 |
+
1190 train 4.433205 (lr=1.0594e-03) (hash(x)=172766447)
|
| 146 |
+
1200 val loss 4.4757
|
| 147 |
+
1200 val perplexity 87.8583
|
| 148 |
+
1200 train 4.349610 (lr=1.0577e-03) (hash(x)=161185334)
|
| 149 |
+
1210 train 4.514474 (lr=1.0560e-03) (hash(x)=167224144)
|
| 150 |
+
1220 train 4.358640 (lr=1.0542e-03) (hash(x)=167252866)
|
| 151 |
+
1230 train 4.373104 (lr=1.0524e-03) (hash(x)=155856924)
|
| 152 |
+
1240 train 4.361782 (lr=1.0506e-03) (hash(x)=155956446)
|
| 153 |
+
1250 train 4.277522 (lr=1.0487e-03) (hash(x)=140794796)
|
| 154 |
+
1260 train 4.390170 (lr=1.0468e-03) (hash(x)=166863869)
|
| 155 |
+
1270 train 4.451696 (lr=1.0449e-03) (hash(x)=166021892)
|
| 156 |
+
1280 train 4.463340 (lr=1.0429e-03) (hash(x)=170503648)
|
| 157 |
+
1290 train 4.373794 (lr=1.0409e-03) (hash(x)=164012719)
|
| 158 |
+
1300 val loss 4.4344
|
| 159 |
+
1300 val perplexity 84.3040
|
| 160 |
+
1300 train 4.445395 (lr=1.0389e-03) (hash(x)=156519834)
|
| 161 |
+
1310 train 4.388457 (lr=1.0368e-03) (hash(x)=165146652)
|
| 162 |
+
1320 train 4.415944 (lr=1.0347e-03) (hash(x)=174391990)
|
| 163 |
+
1330 train 4.410151 (lr=1.0326e-03) (hash(x)=161131201)
|
| 164 |
+
1340 train 4.396201 (lr=1.0305e-03) (hash(x)=162240912)
|
| 165 |
+
1350 train 4.310038 (lr=1.0283e-03) (hash(x)=152462931)
|
| 166 |
+
1360 train 4.324059 (lr=1.0261e-03) (hash(x)=150443278)
|
| 167 |
+
1370 train 4.258322 (lr=1.0238e-03) (hash(x)=153721711)
|
| 168 |
+
1380 train 4.402099 (lr=1.0215e-03) (hash(x)=158070628)
|
| 169 |
+
1390 train 4.422077 (lr=1.0192e-03) (hash(x)=163318827)
|
| 170 |
+
1400 val loss 4.4059
|
| 171 |
+
1400 val perplexity 81.9350
|
| 172 |
+
1400 train 4.329092 (lr=1.0169e-03) (hash(x)=154210336)
|
| 173 |
+
1410 train 4.370308 (lr=1.0145e-03) (hash(x)=162393933)
|
| 174 |
+
1420 train 4.377098 (lr=1.0121e-03) (hash(x)=156659308)
|
| 175 |
+
1430 train 4.345279 (lr=1.0097e-03) (hash(x)=171243439)
|
| 176 |
+
1440 train 4.482960 (lr=1.0072e-03) (hash(x)=178459521)
|
| 177 |
+
1450 train 4.341864 (lr=1.0047e-03) (hash(x)=159166350)
|
| 178 |
+
1460 train 4.266042 (lr=1.0022e-03) (hash(x)=173554569)
|
| 179 |
+
1470 train 4.355837 (lr=9.9964e-04) (hash(x)=158362521)
|
| 180 |
+
1480 train 4.322540 (lr=9.9706e-04) (hash(x)=165899207)
|
| 181 |
+
1490 train 4.353251 (lr=9.9445e-04) (hash(x)=156470939)
|
| 182 |
+
1500 val loss 4.3579
|
| 183 |
+
1500 val perplexity 78.0899
|
| 184 |
+
1500 train 4.318015 (lr=9.9182e-04) (hash(x)=164197780)
|
| 185 |
+
1510 train 4.217418 (lr=9.8915e-04) (hash(x)=146709896)
|
| 186 |
+
1520 train 4.231044 (lr=9.8646e-04) (hash(x)=151304838)
|
| 187 |
+
1530 train 4.269820 (lr=9.8374e-04) (hash(x)=163187333)
|
| 188 |
+
1540 train 4.224138 (lr=9.8099e-04) (hash(x)=153630537)
|
| 189 |
+
1550 train 4.233950 (lr=9.7821e-04) (hash(x)=157299103)
|
| 190 |
+
1560 train 4.151361 (lr=9.7540e-04) (hash(x)=153786477)
|
| 191 |
+
1570 train 4.472598 (lr=9.7257e-04) (hash(x)=155037209)
|
| 192 |
+
1580 train 4.346337 (lr=9.6971e-04) (hash(x)=146157308)
|
| 193 |
+
1590 train 4.396631 (lr=9.6683e-04) (hash(x)=147823317)
|
| 194 |
+
1600 val loss 4.3304
|
| 195 |
+
1600 val perplexity 75.9738
|
| 196 |
+
1600 train 4.377268 (lr=9.6391e-04) (hash(x)=169140159)
|
| 197 |
+
1610 train 4.156716 (lr=9.6097e-04) (hash(x)=157811493)
|
| 198 |
+
1620 train 4.257154 (lr=9.5801e-04) (hash(x)=168940851)
|
| 199 |
+
1630 train 4.241539 (lr=9.5502e-04) (hash(x)=151149213)
|
| 200 |
+
1640 train 4.332331 (lr=9.5200e-04) (hash(x)=161822009)
|
| 201 |
+
1650 train 4.745666 (lr=9.4896e-04) (hash(x)=151056313)
|
| 202 |
+
1660 train 4.257518 (lr=9.4589e-04) (hash(x)=156920306)
|
| 203 |
+
1670 train 4.171447 (lr=9.4280e-04) (hash(x)=159695815)
|
| 204 |
+
1680 train 4.181452 (lr=9.3968e-04) (hash(x)=160232907)
|
| 205 |
+
1690 train 4.181632 (lr=9.3654e-04) (hash(x)=158099357)
|
| 206 |
+
1700 val loss 4.3253
|
| 207 |
+
1700 val perplexity 75.5872
|
| 208 |
+
1700 train 4.233443 (lr=9.3337e-04) (hash(x)=164127381)
|
| 209 |
+
1710 train 4.399162 (lr=9.3018e-04) (hash(x)=156592040)
|
| 210 |
+
1720 train 4.327445 (lr=9.2696e-04) (hash(x)=160220265)
|
| 211 |
+
1730 train 4.265180 (lr=9.2372e-04) (hash(x)=156162204)
|
| 212 |
+
1740 train 4.250857 (lr=9.2046e-04) (hash(x)=152767893)
|
| 213 |
+
1750 train 4.237811 (lr=9.1717e-04) (hash(x)=162707306)
|
| 214 |
+
1760 train 4.269135 (lr=9.1386e-04) (hash(x)=154472004)
|
| 215 |
+
1770 train 4.122936 (lr=9.1053e-04) (hash(x)=160374234)
|
| 216 |
+
1780 train 4.282163 (lr=9.0718e-04) (hash(x)=159709225)
|
| 217 |
+
1790 train 4.317475 (lr=9.0380e-04) (hash(x)=152095944)
|
| 218 |
+
1800 val loss 4.2797
|
| 219 |
+
1800 val perplexity 72.2211
|
| 220 |
+
1800 train 4.288484 (lr=9.0040e-04) (hash(x)=157920255)
|
| 221 |
+
1810 train 4.034739 (lr=8.9698e-04) (hash(x)=167237680)
|
| 222 |
+
1820 train 4.148185 (lr=8.9354e-04) (hash(x)=161255774)
|
| 223 |
+
1830 train 4.173705 (lr=8.9008e-04) (hash(x)=154275481)
|
| 224 |
+
1840 train 4.120649 (lr=8.8660e-04) (hash(x)=152398178)
|
| 225 |
+
1850 train 4.242899 (lr=8.8309e-04) (hash(x)=147646022)
|
| 226 |
+
1860 train 4.251828 (lr=8.7957e-04) (hash(x)=158895559)
|
| 227 |
+
1870 train 4.184811 (lr=8.7602e-04) (hash(x)=162742598)
|
| 228 |
+
1880 train 4.190705 (lr=8.7245e-04) (hash(x)=169911029)
|
| 229 |
+
1890 train 4.224713 (lr=8.6887e-04) (hash(x)=172068270)
|
| 230 |
+
1900 val loss 4.2751
|
| 231 |
+
1900 val perplexity 71.8874
|
| 232 |
+
1900 train 4.305884 (lr=8.6527e-04) (hash(x)=159975457)
|
| 233 |
+
1910 train 4.296683 (lr=8.6164e-04) (hash(x)=178775667)
|
| 234 |
+
1920 train 4.173900 (lr=8.5800e-04) (hash(x)=151180831)
|
| 235 |
+
1930 train 4.191904 (lr=8.5434e-04) (hash(x)=154239412)
|
| 236 |
+
1940 train 4.205531 (lr=8.5066e-04) (hash(x)=139144465)
|
| 237 |
+
1950 train 4.152009 (lr=8.4696e-04) (hash(x)=194482413)
|
| 238 |
+
1960 train 4.172613 (lr=8.4324e-04) (hash(x)=155812344)
|
| 239 |
+
1970 train 4.169999 (lr=8.3951e-04) (hash(x)=157577031)
|
| 240 |
+
1980 train 4.204670 (lr=8.3576e-04) (hash(x)=152045027)
|
| 241 |
+
1990 train 4.106092 (lr=8.3199e-04) (hash(x)=141742221)
|
| 242 |
+
2000 val loss 4.2312
|
| 243 |
+
2000 val perplexity 68.8030
|
| 244 |
+
2000 train 4.234150 (lr=8.2821e-04) (hash(x)=160555812)
|
| 245 |
+
2010 train 4.160306 (lr=8.2441e-04) (hash(x)=160371335)
|
| 246 |
+
2020 train 4.166801 (lr=8.2059e-04) (hash(x)=167890767)
|
| 247 |
+
2030 train 4.233060 (lr=8.1676e-04) (hash(x)=165127715)
|
| 248 |
+
2040 train 4.176491 (lr=8.1291e-04) (hash(x)=151587302)
|
| 249 |
+
2050 train 4.199121 (lr=8.0905e-04) (hash(x)=172347989)
|
| 250 |
+
2060 train 4.276482 (lr=8.0517e-04) (hash(x)=161301919)
|
| 251 |
+
2070 train 4.211858 (lr=8.0128e-04) (hash(x)=161472934)
|
| 252 |
+
2080 train 4.296906 (lr=7.9737e-04) (hash(x)=159777322)
|
| 253 |
+
2090 train 4.212036 (lr=7.9345e-04) (hash(x)=151149770)
|
| 254 |
+
2100 val loss 4.2083
|
| 255 |
+
2100 val perplexity 67.2410
|
| 256 |
+
2100 train 4.038517 (lr=7.8951e-04) (hash(x)=160283520)
|
| 257 |
+
2110 train 4.218262 (lr=7.8556e-04) (hash(x)=154222025)
|
| 258 |
+
2120 train 4.152727 (lr=7.8160e-04) (hash(x)=155638178)
|
| 259 |
+
2130 train 4.070946 (lr=7.7762e-04) (hash(x)=149125384)
|
| 260 |
+
2140 train 4.117542 (lr=7.7363e-04) (hash(x)=159496074)
|
| 261 |
+
2150 train 4.208656 (lr=7.6963e-04) (hash(x)=162019154)
|
| 262 |
+
2160 train 4.366973 (lr=7.6562e-04) (hash(x)=155466928)
|
| 263 |
+
2170 train 4.236097 (lr=7.6160e-04) (hash(x)=173469994)
|
| 264 |
+
2180 train 4.345974 (lr=7.5756e-04) (hash(x)=163448753)
|
| 265 |
+
2190 train 4.176700 (lr=7.5351e-04) (hash(x)=166595123)
|
| 266 |
+
2200 val loss 4.1927
|
| 267 |
+
2200 val perplexity 66.2015
|
| 268 |
+
2200 train 4.069818 (lr=7.4945e-04) (hash(x)=165958875)
|
| 269 |
+
2210 train 4.203094 (lr=7.4538e-04) (hash(x)=165019039)
|
| 270 |
+
2220 train 4.184848 (lr=7.4130e-04) (hash(x)=167325225)
|
| 271 |
+
2230 train 4.014323 (lr=7.3721e-04) (hash(x)=154287439)
|
| 272 |
+
2240 train 4.087303 (lr=7.3312e-04) (hash(x)=158565817)
|
| 273 |
+
2250 train 4.050007 (lr=7.2901e-04) (hash(x)=160592835)
|
| 274 |
+
2260 train 4.091557 (lr=7.2489e-04) (hash(x)=144591648)
|
| 275 |
+
2270 train 3.964233 (lr=7.2076e-04) (hash(x)=150486876)
|
| 276 |
+
2280 train 4.164634 (lr=7.1663e-04) (hash(x)=159194788)
|
| 277 |
+
2290 train 4.232147 (lr=7.1248e-04) (hash(x)=164315345)
|
| 278 |
+
2300 val loss 4.1654
|
| 279 |
+
2300 val perplexity 64.4191
|
| 280 |
+
2300 train 4.156186 (lr=7.0833e-04) (hash(x)=170470665)
|
| 281 |
+
2310 train 4.116609 (lr=7.0417e-04) (hash(x)=176539068)
|
| 282 |
+
2320 train 4.096905 (lr=7.0001e-04) (hash(x)=161008474)
|
| 283 |
+
2330 train 4.179691 (lr=6.9583e-04) (hash(x)=168474380)
|
| 284 |
+
2340 train 4.176439 (lr=6.9165e-04) (hash(x)=156072131)
|
| 285 |
+
2350 train 4.259356 (lr=6.8747e-04) (hash(x)=165127087)
|
| 286 |
+
2360 train 4.260435 (lr=6.8327e-04) (hash(x)=159462801)
|
| 287 |
+
2370 train 4.095397 (lr=6.7908e-04) (hash(x)=161698394)
|
| 288 |
+
2380 train 4.022136 (lr=6.7487e-04) (hash(x)=165588078)
|
| 289 |
+
2390 train 4.026982 (lr=6.7066e-04) (hash(x)=171673672)
|
| 290 |
+
2400 val loss 4.1621
|
| 291 |
+
2400 val perplexity 64.2045
|
| 292 |
+
2400 train 4.093272 (lr=6.6645e-04) (hash(x)=157381516)
|
| 293 |
+
2410 train 4.100840 (lr=6.6223e-04) (hash(x)=163238532)
|
| 294 |
+
2420 train 4.063212 (lr=6.5801e-04) (hash(x)=156178237)
|
| 295 |
+
2430 train 3.940462 (lr=6.5378e-04) (hash(x)=155080617)
|
| 296 |
+
2440 train 4.048670 (lr=6.4955e-04) (hash(x)=167490538)
|
| 297 |
+
2450 train 4.019299 (lr=6.4532e-04) (hash(x)=163757352)
|
| 298 |
+
2460 train 3.975017 (lr=6.4108e-04) (hash(x)=156734811)
|
| 299 |
+
2470 train 3.971878 (lr=6.3684e-04) (hash(x)=161522341)
|
| 300 |
+
2480 train 4.231810 (lr=6.3260e-04) (hash(x)=174032060)
|
| 301 |
+
2490 train 4.189830 (lr=6.2836e-04) (hash(x)=163065818)
|
| 302 |
+
2500 val loss 4.1371
|
| 303 |
+
2500 val perplexity 62.6210
|
| 304 |
+
2500 train 4.247798 (lr=6.2412e-04) (hash(x)=126959780)
|
| 305 |
+
2510 train 4.180183 (lr=6.1987e-04) (hash(x)=153844939)
|
| 306 |
+
2520 train 4.159836 (lr=6.1562e-04) (hash(x)=174018174)
|
| 307 |
+
2530 train 4.126981 (lr=6.1137e-04) (hash(x)=150568427)
|
| 308 |
+
2540 train 4.132462 (lr=6.0712e-04) (hash(x)=161725206)
|
| 309 |
+
2550 train 4.095439 (lr=6.0288e-04) (hash(x)=181346417)
|
| 310 |
+
2560 train 4.083088 (lr=5.9863e-04) (hash(x)=168730011)
|
| 311 |
+
2570 train 3.978811 (lr=5.9438e-04) (hash(x)=155900214)
|
| 312 |
+
2580 train 4.030551 (lr=5.9013e-04) (hash(x)=160014621)
|
| 313 |
+
2590 train 4.001826 (lr=5.8588e-04) (hash(x)=148996689)
|
| 314 |
+
2600 val loss 4.1221
|
| 315 |
+
2600 val perplexity 61.6901
|
| 316 |
+
2600 train 4.087036 (lr=5.8164e-04) (hash(x)=145183968)
|
| 317 |
+
2610 train 3.825299 (lr=5.7740e-04) (hash(x)=159420240)
|
| 318 |
+
2620 train 3.813037 (lr=5.7316e-04) (hash(x)=151169903)
|
| 319 |
+
2630 train 3.824557 (lr=5.6892e-04) (hash(x)=149454811)
|
| 320 |
+
2640 train 3.887676 (lr=5.6468e-04) (hash(x)=155603914)
|
| 321 |
+
2650 train 3.879509 (lr=5.6045e-04) (hash(x)=169545195)
|
| 322 |
+
2660 train 4.232783 (lr=5.5622e-04) (hash(x)=168454079)
|
| 323 |
+
2670 train 4.122371 (lr=5.5199e-04) (hash(x)=163110417)
|
| 324 |
+
2680 train 4.076978 (lr=5.4777e-04) (hash(x)=166075603)
|
| 325 |
+
2690 train 4.105830 (lr=5.4355e-04) (hash(x)=174132258)
|
| 326 |
+
2700 val loss 4.1105
|
| 327 |
+
2700 val perplexity 60.9791
|
| 328 |
+
2700 train 4.111444 (lr=5.3934e-04) (hash(x)=169846940)
|
| 329 |
+
2710 train 4.014446 (lr=5.3513e-04) (hash(x)=151553731)
|
| 330 |
+
2720 train 4.113274 (lr=5.3092e-04) (hash(x)=164024255)
|
| 331 |
+
2730 train 4.127988 (lr=5.2673e-04) (hash(x)=156458097)
|
| 332 |
+
2740 train 4.068616 (lr=5.2253e-04) (hash(x)=154663748)
|
| 333 |
+
2750 train 3.926426 (lr=5.1835e-04) (hash(x)=157548181)
|
| 334 |
+
2760 train 4.031992 (lr=5.1417e-04) (hash(x)=151584783)
|
| 335 |
+
2770 train 4.059205 (lr=5.0999e-04) (hash(x)=152692594)
|
| 336 |
+
2780 train 4.036673 (lr=5.0583e-04) (hash(x)=165952919)
|
| 337 |
+
2790 train 3.927180 (lr=5.0167e-04) (hash(x)=157484183)
|
| 338 |
+
2800 val loss 4.0986
|
| 339 |
+
2800 val perplexity 60.2557
|
| 340 |
+
2800 train 4.005050 (lr=4.9752e-04) (hash(x)=154790034)
|
| 341 |
+
2810 train 3.860180 (lr=4.9337e-04) (hash(x)=157856097)
|
| 342 |
+
2820 train 3.843550 (lr=4.8924e-04) (hash(x)=168903939)
|
| 343 |
+
2830 train 3.971557 (lr=4.8511e-04) (hash(x)=167001475)
|
| 344 |
+
2840 train 3.798569 (lr=4.8099e-04) (hash(x)=158987150)
|
| 345 |
+
2850 train 4.030997 (lr=4.7688e-04) (hash(x)=168695407)
|
| 346 |
+
2860 train 4.162703 (lr=4.7279e-04) (hash(x)=164999034)
|
| 347 |
+
2870 train 4.010574 (lr=4.6870e-04) (hash(x)=191197316)
|
| 348 |
+
2880 train 3.968740 (lr=4.6462e-04) (hash(x)=159625200)
|
| 349 |
+
2890 train 4.128531 (lr=4.6055e-04) (hash(x)=157756126)
|
| 350 |
+
2900 val loss 4.0711
|
| 351 |
+
2900 val perplexity 58.6198
|
| 352 |
+
2900 train 3.979975 (lr=4.5649e-04) (hash(x)=164721377)
|
| 353 |
+
2910 train 4.033803 (lr=4.5244e-04) (hash(x)=155873181)
|
| 354 |
+
2920 train 3.982970 (lr=4.4840e-04) (hash(x)=156477082)
|
| 355 |
+
2930 train 3.991465 (lr=4.4438e-04) (hash(x)=151261633)
|
| 356 |
+
2940 train 3.928038 (lr=4.4037e-04) (hash(x)=160090385)
|
| 357 |
+
2950 train 4.074563 (lr=4.3637e-04) (hash(x)=157300618)
|
| 358 |
+
2960 train 3.990268 (lr=4.3238e-04) (hash(x)=163095555)
|
| 359 |
+
2970 train 4.023031 (lr=4.2840e-04) (hash(x)=149649212)
|
| 360 |
+
2980 train 3.825271 (lr=4.2444e-04) (hash(x)=174517675)
|
| 361 |
+
2990 train 3.797818 (lr=4.2049e-04) (hash(x)=161344491)
|
| 362 |
+
3000 val loss 4.0723
|
| 363 |
+
3000 val perplexity 58.6916
|
| 364 |
+
3000 train 3.821727 (lr=4.1655e-04) (hash(x)=163816905)
|
| 365 |
+
3010 train 3.737810 (lr=4.1263e-04) (hash(x)=157420680)
|
| 366 |
+
3020 train 3.841178 (lr=4.0872e-04) (hash(x)=153843035)
|
| 367 |
+
3030 train 4.035228 (lr=4.0483e-04) (hash(x)=149770373)
|
| 368 |
+
3040 train 4.103340 (lr=4.0095e-04) (hash(x)=165320741)
|
| 369 |
+
3050 train 4.075741 (lr=3.9709e-04) (hash(x)=170181151)
|
| 370 |
+
3060 train 3.988991 (lr=3.9324e-04) (hash(x)=163837230)
|
| 371 |
+
3070 train 3.989559 (lr=3.8941e-04) (hash(x)=156812797)
|
| 372 |
+
3080 train 3.964934 (lr=3.8559e-04) (hash(x)=143663627)
|
| 373 |
+
3090 train 3.990036 (lr=3.8179e-04) (hash(x)=165052478)
|
| 374 |
+
3100 val loss 4.0518
|
| 375 |
+
3100 val perplexity 57.5001
|
| 376 |
+
3100 train 3.922463 (lr=3.7801e-04) (hash(x)=151458705)
|
| 377 |
+
3110 train 3.972654 (lr=3.7424e-04) (hash(x)=158228317)
|
| 378 |
+
3120 train 4.143202 (lr=3.7049e-04) (hash(x)=149856801)
|
| 379 |
+
3130 train 3.816250 (lr=3.6676e-04) (hash(x)=146297847)
|
| 380 |
+
3140 train 3.913090 (lr=3.6304e-04) (hash(x)=172795167)
|
| 381 |
+
3150 train 3.973032 (lr=3.5934e-04) (hash(x)=145936074)
|
| 382 |
+
3160 train 4.055778 (lr=3.5566e-04) (hash(x)=157564303)
|
| 383 |
+
3170 train 4.154195 (lr=3.5200e-04) (hash(x)=157451362)
|
| 384 |
+
3180 train 4.069981 (lr=3.4836e-04) (hash(x)=156366043)
|
| 385 |
+
3190 train 4.032641 (lr=3.4473e-04) (hash(x)=162344697)
|
| 386 |
+
3200 val loss 4.0342
|
| 387 |
+
3200 val perplexity 56.5004
|
| 388 |
+
3200 train 4.055575 (lr=3.4113e-04) (hash(x)=164206298)
|
| 389 |
+
3210 train 4.123379 (lr=3.3755e-04) (hash(x)=149468251)
|
| 390 |
+
3220 train 4.059267 (lr=3.3398e-04) (hash(x)=157808606)
|
| 391 |
+
3230 train 4.190785 (lr=3.3043e-04) (hash(x)=157078690)
|
| 392 |
+
3240 train 3.998879 (lr=3.2691e-04) (hash(x)=165699696)
|
| 393 |
+
3250 train 3.950205 (lr=3.2340e-04) (hash(x)=181352842)
|
| 394 |
+
3260 train 4.045807 (lr=3.1992e-04) (hash(x)=142534383)
|
| 395 |
+
3270 train 4.004817 (lr=3.1646e-04) (hash(x)=165297359)
|
| 396 |
+
3280 train 4.054018 (lr=3.1302e-04) (hash(x)=160326815)
|
| 397 |
+
3290 train 3.971235 (lr=3.0960e-04) (hash(x)=150043063)
|
| 398 |
+
3300 val loss 4.0301
|
| 399 |
+
3300 val perplexity 56.2674
|
| 400 |
+
3300 train 3.925161 (lr=3.0620e-04) (hash(x)=164133091)
|
| 401 |
+
3310 train 3.871186 (lr=3.0282e-04) (hash(x)=145803863)
|
| 402 |
+
3320 train 3.895147 (lr=2.9947e-04) (hash(x)=157282009)
|
| 403 |
+
3330 train 3.837065 (lr=2.9614e-04) (hash(x)=159126415)
|
| 404 |
+
3340 train 4.036570 (lr=2.9283e-04) (hash(x)=164426675)
|
| 405 |
+
3350 train 4.068743 (lr=2.8954e-04) (hash(x)=170424924)
|
| 406 |
+
3360 train 4.013626 (lr=2.8628e-04) (hash(x)=163161621)
|
| 407 |
+
3370 train 4.072042 (lr=2.8304e-04) (hash(x)=160786731)
|
| 408 |
+
3380 train 4.031093 (lr=2.7982e-04) (hash(x)=165954688)
|
| 409 |
+
3390 train 4.081456 (lr=2.7663e-04) (hash(x)=147371107)
|
| 410 |
+
3400 val loss 4.0110
|
| 411 |
+
3400 val perplexity 55.2011
|
| 412 |
+
3400 train 4.021740 (lr=2.7346e-04) (hash(x)=153067604)
|
| 413 |
+
3410 train 4.017990 (lr=2.7032e-04) (hash(x)=161748196)
|
| 414 |
+
3420 train 4.027004 (lr=2.6720e-04) (hash(x)=168297963)
|
| 415 |
+
3430 train 4.020708 (lr=2.6411e-04) (hash(x)=145086892)
|
| 416 |
+
3440 train 3.930751 (lr=2.6104e-04) (hash(x)=173125711)
|
| 417 |
+
3450 train 4.028551 (lr=2.5800e-04) (hash(x)=158080216)
|
| 418 |
+
3460 train 3.849035 (lr=2.5498e-04) (hash(x)=158055750)
|
| 419 |
+
3470 train 3.946073 (lr=2.5199e-04) (hash(x)=151381400)
|
| 420 |
+
3480 train 3.888004 (lr=2.4903e-04) (hash(x)=147262346)
|
| 421 |
+
3490 train 3.871261 (lr=2.4609e-04) (hash(x)=154740086)
|
| 422 |
+
3500 val loss 4.0107
|
| 423 |
+
3500 val perplexity 55.1865
|
| 424 |
+
3500 train 3.785611 (lr=2.4317e-04) (hash(x)=145730968)
|
| 425 |
+
3510 train 3.938289 (lr=2.4029e-04) (hash(x)=151355929)
|
| 426 |
+
3520 train 3.925965 (lr=2.3743e-04) (hash(x)=165136835)
|
| 427 |
+
3530 train 4.000651 (lr=2.3460e-04) (hash(x)=163869056)
|
| 428 |
+
3540 train 3.940945 (lr=2.3179e-04) (hash(x)=161580134)
|
| 429 |
+
3550 train 3.954769 (lr=2.2901e-04) (hash(x)=168595690)
|
| 430 |
+
3560 train 3.991746 (lr=2.2626e-04) (hash(x)=158576466)
|
| 431 |
+
3570 train 3.957132 (lr=2.2354e-04) (hash(x)=157298619)
|
| 432 |
+
3580 train 4.040759 (lr=2.2085e-04) (hash(x)=160892091)
|
| 433 |
+
3590 train 3.908823 (lr=2.1818e-04) (hash(x)=165168008)
|
| 434 |
+
3600 val loss 3.9911
|
| 435 |
+
3600 val perplexity 54.1168
|
| 436 |
+
3600 train 4.008629 (lr=2.1555e-04) (hash(x)=144911638)
|
| 437 |
+
3610 train 3.969874 (lr=2.1294e-04) (hash(x)=150614513)
|
| 438 |
+
3620 train 3.957520 (lr=2.1036e-04) (hash(x)=167695016)
|
| 439 |
+
3630 train 3.875220 (lr=2.0781e-04) (hash(x)=182708233)
|
| 440 |
+
3640 train 3.984261 (lr=2.0529e-04) (hash(x)=154146274)
|
| 441 |
+
3650 train 3.953379 (lr=2.0280e-04) (hash(x)=159129968)
|
| 442 |
+
3660 train 3.866289 (lr=2.0033e-04) (hash(x)=146209497)
|
| 443 |
+
3670 train 3.887721 (lr=1.9790e-04) (hash(x)=145578104)
|
| 444 |
+
3680 train 3.876232 (lr=1.9550e-04) (hash(x)=150243521)
|
| 445 |
+
3690 train 3.834259 (lr=1.9313e-04) (hash(x)=154328313)
|
| 446 |
+
3700 val loss 3.9931
|
| 447 |
+
3700 val perplexity 54.2236
|
| 448 |
+
3700 train 3.803972 (lr=1.9079e-04) (hash(x)=159904582)
|
| 449 |
+
3710 train 4.140774 (lr=1.8848e-04) (hash(x)=175986417)
|
| 450 |
+
3720 train 4.059463 (lr=1.8619e-04) (hash(x)=158509479)
|
| 451 |
+
3730 train 4.075357 (lr=1.8395e-04) (hash(x)=156087760)
|
| 452 |
+
3740 train 4.069698 (lr=1.8173e-04) (hash(x)=177667170)
|
| 453 |
+
3750 train 4.049156 (lr=1.7954e-04) (hash(x)=145256842)
|
| 454 |
+
3760 train 4.006060 (lr=1.7738e-04) (hash(x)=149855635)
|
| 455 |
+
3770 train 4.043338 (lr=1.7526e-04) (hash(x)=168798886)
|
| 456 |
+
3780 train 3.960494 (lr=1.7317e-04) (hash(x)=156277179)
|
| 457 |
+
3790 train 3.928585 (lr=1.7111e-04) (hash(x)=149698945)
|
| 458 |
+
3800 val loss 3.9781
|
| 459 |
+
3800 val perplexity 53.4137
|
| 460 |
+
3800 train 3.881985 (lr=1.6908e-04) (hash(x)=168039654)
|
| 461 |
+
3810 train 4.002793 (lr=1.6708e-04) (hash(x)=154595574)
|
| 462 |
+
3820 train 4.055511 (lr=1.6511e-04) (hash(x)=158303284)
|
| 463 |
+
3830 train 4.068419 (lr=1.6318e-04) (hash(x)=164128644)
|
| 464 |
+
3840 train 4.022730 (lr=1.6128e-04) (hash(x)=166842997)
|
| 465 |
+
3850 train 3.933083 (lr=1.5942e-04) (hash(x)=177681163)
|
| 466 |
+
3860 train 3.914611 (lr=1.5758e-04) (hash(x)=177062575)
|
| 467 |
+
3870 train 3.951711 (lr=1.5578e-04) (hash(x)=158957159)
|
| 468 |
+
3880 train 3.887180 (lr=1.5401e-04) (hash(x)=151567740)
|
| 469 |
+
3890 train 3.957990 (lr=1.5228e-04) (hash(x)=153261675)
|
| 470 |
+
3900 val loss 3.9713
|
| 471 |
+
3900 val perplexity 53.0550
|
| 472 |
+
3900 train 4.228243 (lr=1.5058e-04) (hash(x)=160268683)
|
| 473 |
+
3910 train 3.953702 (lr=1.4891e-04) (hash(x)=153745240)
|
| 474 |
+
3920 train 4.009896 (lr=1.4727e-04) (hash(x)=164537824)
|
| 475 |
+
3930 train 3.956837 (lr=1.4567e-04) (hash(x)=162062116)
|
| 476 |
+
3940 train 3.916188 (lr=1.4411e-04) (hash(x)=168626742)
|
| 477 |
+
3950 train 3.976379 (lr=1.4257e-04) (hash(x)=148753561)
|
| 478 |
+
3960 train 3.908022 (lr=1.4108e-04) (hash(x)=163526242)
|
| 479 |
+
3970 train 4.125247 (lr=1.3961e-04) (hash(x)=159329323)
|
| 480 |
+
3980 train 4.043831 (lr=1.3818e-04) (hash(x)=146502339)
|
| 481 |
+
3990 train 3.744579 (lr=1.3678e-04) (hash(x)=158409708)
|
| 482 |
+
4000 val loss 3.9676
|
| 483 |
+
4000 val perplexity 52.8574
|
| 484 |
+
4000 train 3.919030 (lr=1.3542e-04) (hash(x)=154645137)
|
| 485 |
+
4010 train 3.925439 (lr=1.3410e-04) (hash(x)=160044026)
|
| 486 |
+
4020 train 3.905910 (lr=1.3280e-04) (hash(x)=155544686)
|
| 487 |
+
4030 train 3.887992 (lr=1.3155e-04) (hash(x)=147589421)
|
| 488 |
+
4040 train 3.997926 (lr=1.3032e-04) (hash(x)=158607990)
|
| 489 |
+
4050 train 3.911312 (lr=1.2914e-04) (hash(x)=154108872)
|
| 490 |
+
4060 train 3.988513 (lr=1.2798e-04) (hash(x)=167101465)
|
| 491 |
+
4070 train 3.950913 (lr=1.2687e-04) (hash(x)=160323363)
|
| 492 |
+
4080 train 3.942238 (lr=1.2578e-04) (hash(x)=150423692)
|
| 493 |
+
4090 train 3.917209 (lr=1.2474e-04) (hash(x)=167461885)
|
| 494 |
+
4100 val loss 3.9581
|
| 495 |
+
4100 val perplexity 52.3570
|
| 496 |
+
4100 train 3.954208 (lr=1.2373e-04) (hash(x)=151783377)
|
| 497 |
+
4110 train 3.949733 (lr=1.2275e-04) (hash(x)=165679649)
|
| 498 |
+
4120 train 3.847376 (lr=1.2181e-04) (hash(x)=153643039)
|
| 499 |
+
4130 train 3.894729 (lr=1.2091e-04) (hash(x)=149648749)
|
| 500 |
+
4140 train 3.931850 (lr=1.2004e-04) (hash(x)=162751418)
|
| 501 |
+
4150 train 3.930747 (lr=1.1920e-04) (hash(x)=157047478)
|
| 502 |
+
4160 train 3.868799 (lr=1.1841e-04) (hash(x)=156391812)
|
| 503 |
+
4170 train 3.936323 (lr=1.1764e-04) (hash(x)=180926985)
|
| 504 |
+
4180 train 3.979554 (lr=1.1692e-04) (hash(x)=168699059)
|
| 505 |
+
4190 train 3.902088 (lr=1.1623e-04) (hash(x)=155410372)
|
| 506 |
+
4200 val loss 3.9547
|
| 507 |
+
4200 val perplexity 52.1806
|
| 508 |
+
4200 train 3.909461 (lr=1.1557e-04) (hash(x)=152615252)
|
| 509 |
+
4210 train 3.879103 (lr=1.1496e-04) (hash(x)=155679453)
|
| 510 |
+
4220 train 3.993686 (lr=1.1437e-04) (hash(x)=152954399)
|
| 511 |
+
4230 train 3.993470 (lr=1.1383e-04) (hash(x)=164608084)
|
| 512 |
+
4240 train 4.021431 (lr=1.1332e-04) (hash(x)=162463867)
|
| 513 |
+
4250 train 3.936590 (lr=1.1285e-04) (hash(x)=168832088)
|
| 514 |
+
4260 train 3.899583 (lr=1.1241e-04) (hash(x)=162698882)
|
| 515 |
+
4270 train 3.942519 (lr=1.1201e-04) (hash(x)=180861492)
|
| 516 |
+
4280 train 3.826588 (lr=1.1164e-04) (hash(x)=160824300)
|
| 517 |
+
4290 train 3.886286 (lr=1.1132e-04) (hash(x)=157750938)
|
| 518 |
+
4300 val loss 3.9551
|
| 519 |
+
4300 val perplexity 52.1989
|
| 520 |
+
4300 train 3.840724 (lr=1.1103e-04) (hash(x)=157216833)
|
| 521 |
+
4310 train 3.837112 (lr=1.1077e-04) (hash(x)=176184661)
|
| 522 |
+
4320 train 4.003838 (lr=1.1055e-04) (hash(x)=161537117)
|
| 523 |
+
4330 train 3.955514 (lr=1.1037e-04) (hash(x)=160700216)
|
| 524 |
+
4340 train 3.908338 (lr=1.1022e-04) (hash(x)=175519903)
|
| 525 |
+
4350 train 3.912415 (lr=1.1011e-04) (hash(x)=167988701)
|
| 526 |
+
4360 train 3.864922 (lr=1.1004e-04) (hash(x)=162619084)
|
| 527 |
+
4370 train 4.249539 (lr=1.1000e-04) (hash(x)=166292684)
|
| 528 |
+
4374 val loss 3.9488
|
| 529 |
+
4374 val perplexity 51.8757
|
two_masks_4_heads/model_04374.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:c5bbc050752636c9726afb91ff443699e874a428bdd23d9108b6a82256e1c2d9
|
| 3 |
+
size 97580418
|
two_masks_4_heads/optimizer_04374.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:c39484c2f4c0280c53998ec12f388d221f839da9f694c6546a16e5a8b5013460
|
| 3 |
+
size 188880262
|