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scaling_mha_nh_2/mha_nh_1_seed_1339/args.json
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{"hellaswag": true, "attention_kind": "self", "log_dir": "scaling_mha_nh_2/mha_nh_1_seed_1339", "resume_checkpoint": null, "resume_optimizer": false, "add_a_head": false, "add_head_to_start": true, "new_head_init": "normal", "n_heads": 1, "n_embd": 256, "head_dim": 32, "protect_bos_token": true, "prevent_from_masking_myself": true, "max_steps": 4375, "warmup_steps": 250, "group": "scaling_mha_nh_2", "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, "disable_selection_head_linear_combo_bias": false, "assert_latent_matches_no_head": false, "n_latent_masks": null, "init_latent_masks_to_identity": false, "init_latent_masks_to_inverse": false, "latent_mask_scale": null, "latent_mask_runtime_multiplier": null, "latent_mask_sigmoid": false, "S_layernorm": false, "one_head_per_latent_mask": false, "att_conv": false, "att_conv_init": "none", "att_conv_scale": 1.0, "att_conv_weight_decay": false, "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, "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": 0.003, "decay_lr": true, "readout_zero_init": false, "query_zero_init": false, "mup_zero_init": true, "l1_loss": false, "debugpy": false, "key": "mha_nh_1", "latent_mask_precision": "bfloat16", "att_conv_precision": "bfloat16", "attn_precision": "bfloat16", "profile_kind": "none", "dense_attention_kind": "mha", "head_dim_value": 32, "sdpa_iter_size": null, "stabilize_attn_scores": false, "override_use_sdpa": false, "autocast_precision": "bfloat16", "simulate_micro_bs": null, "simulate_micro_bs_2": null, "c_proj_scale_init": 1.0}
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scaling_mha_nh_2/mha_nh_1_seed_1339/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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scaling_mha_nh_2/mha_nh_1_seed_1339/log2.txt
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| 1 |
+
max_steps: 4375
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| 2 |
+
0 val loss 11.3450
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| 3 |
+
0 val perplexity 84545.6562
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| 4 |
+
0 train 11.344297 (lr=4.1958e-06) (hash(x)=161979327)
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| 5 |
+
10 train 9.911991 (lr=4.6154e-05) (hash(x)=165941070)
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| 6 |
+
20 train 9.237119 (lr=8.8112e-05) (hash(x)=152918033)
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| 7 |
+
30 train 8.488611 (lr=1.3007e-04) (hash(x)=169931607)
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| 8 |
+
40 train 7.702944 (lr=1.7203e-04) (hash(x)=174342675)
|
| 9 |
+
50 train 7.400642 (lr=2.1399e-04) (hash(x)=163872554)
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| 10 |
+
60 train 7.375715 (lr=2.5594e-04) (hash(x)=161534908)
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| 11 |
+
70 train 6.983935 (lr=2.9790e-04) (hash(x)=156776712)
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| 12 |
+
80 train 7.004786 (lr=3.3986e-04) (hash(x)=164996929)
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| 13 |
+
90 train 6.848684 (lr=3.8182e-04) (hash(x)=152962169)
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| 14 |
+
100 val loss 6.7728
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| 15 |
+
100 val perplexity 873.7587
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| 16 |
+
100 train 6.632969 (lr=4.2378e-04) (hash(x)=147111701)
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| 17 |
+
110 train 6.634843 (lr=4.6573e-04) (hash(x)=167595270)
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| 18 |
+
120 train 6.528535 (lr=5.0769e-04) (hash(x)=152205426)
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| 19 |
+
130 train 6.433455 (lr=5.4965e-04) (hash(x)=158427335)
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| 20 |
+
140 train 6.446643 (lr=5.9161e-04) (hash(x)=174588384)
|
| 21 |
+
150 train 6.513449 (lr=6.3357e-04) (hash(x)=157067270)
|
| 22 |
+
160 train 6.477934 (lr=6.7552e-04) (hash(x)=161859595)
|
| 23 |
+
170 train 6.403240 (lr=7.1748e-04) (hash(x)=162739537)
|
| 24 |
+
180 train 6.358579 (lr=7.5944e-04) (hash(x)=170785304)
|
| 25 |
+
190 train 6.299474 (lr=8.0140e-04) (hash(x)=168658088)
|
| 26 |
+
200 val loss 6.2082
|
| 27 |
+
200 val perplexity 496.8263
|
| 28 |
+
200 train 6.242697 (lr=8.4336e-04) (hash(x)=150749086)
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| 29 |
+
210 train 6.155005 (lr=8.8531e-04) (hash(x)=148789576)
|
| 30 |
+
220 train 6.128613 (lr=9.2727e-04) (hash(x)=153164408)
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| 31 |
+
230 train 6.279365 (lr=9.6923e-04) (hash(x)=184594366)
|
| 32 |
+
240 train 5.988337 (lr=1.0112e-03) (hash(x)=157817319)
|
| 33 |
+
250 train 6.041331 (lr=1.0531e-03) (hash(x)=149451562)
|
| 34 |
+
260 train 5.953316 (lr=1.0951e-03) (hash(x)=165738161)
|
| 35 |
+
270 train 5.924280 (lr=1.1371e-03) (hash(x)=165724764)
|
| 36 |
+
280 train 5.867095 (lr=1.1790e-03) (hash(x)=155414136)
|
| 37 |
+
290 train 5.766234 (lr=1.2210e-03) (hash(x)=165090903)
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| 38 |
+
300 val loss 5.8909
|
| 39 |
+
300 val perplexity 361.7451
|
| 40 |
+
300 train 5.648308 (lr=1.2629e-03) (hash(x)=154445545)
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| 41 |
+
310 train 5.613787 (lr=1.3049e-03) (hash(x)=158949603)
|
| 42 |
+
320 train 5.685146 (lr=1.3469e-03) (hash(x)=161412973)
|
| 43 |
+
330 train 5.789899 (lr=1.3888e-03) (hash(x)=164572249)
|
| 44 |
+
340 train 5.818126 (lr=1.4308e-03) (hash(x)=162202191)
|
| 45 |
+
350 train 5.813993 (lr=1.4727e-03) (hash(x)=158135392)
|
| 46 |
+
360 train 5.741014 (lr=1.5147e-03) (hash(x)=163752391)
|
| 47 |
+
370 train 5.791854 (lr=1.5566e-03) (hash(x)=172758799)
|
| 48 |
+
380 train 5.573982 (lr=1.5986e-03) (hash(x)=144569488)
|
| 49 |
+
390 train 5.551235 (lr=1.6406e-03) (hash(x)=150429229)
|
| 50 |
+
400 val loss 5.5649
|
| 51 |
+
400 val perplexity 261.1085
|
| 52 |
+
400 train 5.548208 (lr=1.6825e-03) (hash(x)=154261530)
|
| 53 |
+
410 train 5.502084 (lr=1.7245e-03) (hash(x)=159172506)
|
| 54 |
+
420 train 5.513485 (lr=1.7664e-03) (hash(x)=154419867)
|
| 55 |
+
430 train 5.531714 (lr=1.8084e-03) (hash(x)=167337099)
|
| 56 |
+
440 train 5.431787 (lr=1.8503e-03) (hash(x)=154535255)
|
| 57 |
+
450 train 5.418746 (lr=1.8923e-03) (hash(x)=153077071)
|
| 58 |
+
460 train 5.347803 (lr=1.9343e-03) (hash(x)=150853070)
|
| 59 |
+
470 train 5.178606 (lr=1.9762e-03) (hash(x)=160701113)
|
| 60 |
+
480 train 5.300238 (lr=2.0182e-03) (hash(x)=154690870)
|
| 61 |
+
490 train 5.106852 (lr=2.0601e-03) (hash(x)=163834286)
|
| 62 |
+
500 val loss 5.4208
|
| 63 |
+
500 val perplexity 226.0688
|
| 64 |
+
500 train 5.217279 (lr=2.1021e-03) (hash(x)=162651717)
|
| 65 |
+
510 train 5.316176 (lr=2.1441e-03) (hash(x)=160448311)
|
| 66 |
+
520 train 5.345641 (lr=2.1860e-03) (hash(x)=165741643)
|
| 67 |
+
530 train 5.451498 (lr=2.2280e-03) (hash(x)=153201264)
|
| 68 |
+
540 train 5.357096 (lr=2.2699e-03) (hash(x)=159027160)
|
| 69 |
+
550 train 5.325749 (lr=2.3119e-03) (hash(x)=170769095)
|
| 70 |
+
560 train 5.368911 (lr=2.3538e-03) (hash(x)=153606190)
|
| 71 |
+
570 train 5.340508 (lr=2.3958e-03) (hash(x)=159708689)
|
| 72 |
+
580 train 5.262587 (lr=2.4378e-03) (hash(x)=179108359)
|
| 73 |
+
590 train 5.293244 (lr=2.4797e-03) (hash(x)=157134241)
|
| 74 |
+
600 val loss 5.2676
|
| 75 |
+
600 val perplexity 193.9424
|
| 76 |
+
600 train 5.299439 (lr=2.5217e-03) (hash(x)=162178356)
|
| 77 |
+
610 train 5.193044 (lr=2.5636e-03) (hash(x)=167646928)
|
| 78 |
+
620 train 5.162345 (lr=2.6056e-03) (hash(x)=160979601)
|
| 79 |
+
630 train 5.070581 (lr=2.6476e-03) (hash(x)=158349468)
|
| 80 |
+
640 train 5.064326 (lr=2.6895e-03) (hash(x)=150370348)
|
| 81 |
+
650 train 5.056882 (lr=2.7315e-03) (hash(x)=152810075)
|
| 82 |
+
660 train 4.990746 (lr=2.7734e-03) (hash(x)=145786262)
|
| 83 |
+
670 train 5.005642 (lr=2.8154e-03) (hash(x)=160779604)
|
| 84 |
+
680 train 4.882369 (lr=2.8573e-03) (hash(x)=152343688)
|
| 85 |
+
690 train 4.920487 (lr=2.8993e-03) (hash(x)=166507600)
|
| 86 |
+
700 val loss 5.2011
|
| 87 |
+
700 val perplexity 181.4785
|
| 88 |
+
700 train 4.943527 (lr=2.9413e-03) (hash(x)=162623700)
|
| 89 |
+
710 train 5.214290 (lr=2.9832e-03) (hash(x)=162293403)
|
| 90 |
+
720 train 5.159796 (lr=3.0000e-03) (hash(x)=159564657)
|
| 91 |
+
730 train 5.167005 (lr=2.9999e-03) (hash(x)=154209107)
|
| 92 |
+
740 train 5.106180 (lr=2.9997e-03) (hash(x)=156485709)
|
| 93 |
+
750 train 5.073086 (lr=2.9994e-03) (hash(x)=160834702)
|
| 94 |
+
760 train 5.063321 (lr=2.9990e-03) (hash(x)=152240275)
|
| 95 |
+
770 train 5.053638 (lr=2.9985e-03) (hash(x)=168903075)
|
| 96 |
+
780 train 5.155047 (lr=2.9979e-03) (hash(x)=166843738)
|
| 97 |
+
790 train 5.217907 (lr=2.9972e-03) (hash(x)=166358104)
|
| 98 |
+
800 val loss 5.0116
|
| 99 |
+
800 val perplexity 150.1496
|
| 100 |
+
800 train 4.994433 (lr=2.9964e-03) (hash(x)=153477747)
|
| 101 |
+
810 train 4.936063 (lr=2.9955e-03) (hash(x)=157954385)
|
| 102 |
+
820 train 4.922214 (lr=2.9945e-03) (hash(x)=174383505)
|
| 103 |
+
830 train 4.918527 (lr=2.9934e-03) (hash(x)=145226181)
|
| 104 |
+
840 train 4.917947 (lr=2.9922e-03) (hash(x)=157665743)
|
| 105 |
+
850 train 4.903222 (lr=2.9909e-03) (hash(x)=158565836)
|
| 106 |
+
860 train 4.909136 (lr=2.9896e-03) (hash(x)=171168105)
|
| 107 |
+
870 train 5.290859 (lr=2.9881e-03) (hash(x)=159017777)
|
| 108 |
+
880 train 5.071171 (lr=2.9865e-03) (hash(x)=168156768)
|
| 109 |
+
890 train 4.986289 (lr=2.9848e-03) (hash(x)=145645245)
|
| 110 |
+
900 val loss 4.8705
|
| 111 |
+
900 val perplexity 130.3850
|
| 112 |
+
900 train 4.814805 (lr=2.9830e-03) (hash(x)=151245521)
|
| 113 |
+
910 train 4.831470 (lr=2.9811e-03) (hash(x)=182614672)
|
| 114 |
+
920 train 4.805474 (lr=2.9792e-03) (hash(x)=167377432)
|
| 115 |
+
930 train 4.737353 (lr=2.9771e-03) (hash(x)=171347228)
|
| 116 |
+
940 train 4.755497 (lr=2.9749e-03) (hash(x)=171588755)
|
| 117 |
+
950 train 4.838359 (lr=2.9726e-03) (hash(x)=159560168)
|
| 118 |
+
960 train 4.736657 (lr=2.9703e-03) (hash(x)=171801357)
|
| 119 |
+
970 train 4.736040 (lr=2.9678e-03) (hash(x)=172513884)
|
| 120 |
+
980 train 4.755595 (lr=2.9652e-03) (hash(x)=170659685)
|
| 121 |
+
990 train 4.786697 (lr=2.9626e-03) (hash(x)=165436358)
|
| 122 |
+
1000 val loss 4.7537
|
| 123 |
+
1000 val perplexity 116.0127
|
| 124 |
+
1000 train 4.852762 (lr=2.9598e-03) (hash(x)=167684690)
|
| 125 |
+
1010 train 4.812903 (lr=2.9570e-03) (hash(x)=127225492)
|
| 126 |
+
1020 train 4.832021 (lr=2.9540e-03) (hash(x)=167575323)
|
| 127 |
+
1030 train 4.741346 (lr=2.9510e-03) (hash(x)=161266302)
|
| 128 |
+
1040 train 4.733452 (lr=2.9478e-03) (hash(x)=155607661)
|
| 129 |
+
1050 train 4.780863 (lr=2.9446e-03) (hash(x)=165685359)
|
| 130 |
+
1060 train 4.619147 (lr=2.9412e-03) (hash(x)=160417824)
|
| 131 |
+
1070 train 4.749303 (lr=2.9378e-03) (hash(x)=173313882)
|
| 132 |
+
1080 train 4.722048 (lr=2.9343e-03) (hash(x)=165485047)
|
| 133 |
+
1090 train 4.581707 (lr=2.9307e-03) (hash(x)=159848305)
|
| 134 |
+
1100 val loss 4.7028
|
| 135 |
+
1100 val perplexity 110.2545
|
| 136 |
+
1100 train 4.761334 (lr=2.9270e-03) (hash(x)=170890601)
|
| 137 |
+
1110 train 4.677296 (lr=2.9231e-03) (hash(x)=172689983)
|
| 138 |
+
1120 train 4.719662 (lr=2.9192e-03) (hash(x)=154762859)
|
| 139 |
+
1130 train 4.636820 (lr=2.9152e-03) (hash(x)=168196871)
|
| 140 |
+
1140 train 4.665897 (lr=2.9112e-03) (hash(x)=156715577)
|
| 141 |
+
1150 train 4.794721 (lr=2.9070e-03) (hash(x)=166381788)
|
| 142 |
+
1160 train 4.725736 (lr=2.9027e-03) (hash(x)=162095130)
|
| 143 |
+
1170 train 4.687386 (lr=2.8983e-03) (hash(x)=166094750)
|
| 144 |
+
1180 train 4.623767 (lr=2.8939e-03) (hash(x)=154965753)
|
| 145 |
+
1190 train 4.607195 (lr=2.8893e-03) (hash(x)=172766447)
|
| 146 |
+
1200 val loss 4.5977
|
| 147 |
+
1200 val perplexity 99.2576
|
| 148 |
+
1200 train 4.522497 (lr=2.8847e-03) (hash(x)=161185334)
|
| 149 |
+
1210 train 4.693140 (lr=2.8800e-03) (hash(x)=167224144)
|
| 150 |
+
1220 train 4.532137 (lr=2.8751e-03) (hash(x)=167252866)
|
| 151 |
+
1230 train 4.536507 (lr=2.8702e-03) (hash(x)=155856924)
|
| 152 |
+
1240 train 4.537194 (lr=2.8652e-03) (hash(x)=155956446)
|
| 153 |
+
1250 train 4.449831 (lr=2.8601e-03) (hash(x)=140794796)
|
| 154 |
+
1260 train 4.567622 (lr=2.8550e-03) (hash(x)=166863869)
|
| 155 |
+
1270 train 4.622294 (lr=2.8497e-03) (hash(x)=166021892)
|
| 156 |
+
1280 train 4.640397 (lr=2.8443e-03) (hash(x)=170503648)
|
| 157 |
+
1290 train 4.560623 (lr=2.8389e-03) (hash(x)=164012719)
|
| 158 |
+
1300 val loss 4.5592
|
| 159 |
+
1300 val perplexity 95.5075
|
| 160 |
+
1300 train 4.616735 (lr=2.8333e-03) (hash(x)=156519834)
|
| 161 |
+
1310 train 4.575237 (lr=2.8277e-03) (hash(x)=165146652)
|
| 162 |
+
1320 train 4.595820 (lr=2.8220e-03) (hash(x)=174391990)
|
| 163 |
+
1330 train 4.597268 (lr=2.8162e-03) (hash(x)=161131201)
|
| 164 |
+
1340 train 4.583652 (lr=2.8103e-03) (hash(x)=162240912)
|
| 165 |
+
1350 train 4.492011 (lr=2.8044e-03) (hash(x)=152462931)
|
| 166 |
+
1360 train 4.505466 (lr=2.7983e-03) (hash(x)=150443278)
|
| 167 |
+
1370 train 4.438132 (lr=2.7922e-03) (hash(x)=153721711)
|
| 168 |
+
1380 train 4.560432 (lr=2.7860e-03) (hash(x)=158070628)
|
| 169 |
+
1390 train 4.598285 (lr=2.7797e-03) (hash(x)=163318827)
|
| 170 |
+
1400 val loss 4.5476
|
| 171 |
+
1400 val perplexity 94.4095
|
| 172 |
+
1400 train 4.513397 (lr=2.7733e-03) (hash(x)=154210336)
|
| 173 |
+
1410 train 4.567713 (lr=2.7668e-03) (hash(x)=162393933)
|
| 174 |
+
1420 train 4.560733 (lr=2.7603e-03) (hash(x)=156659308)
|
| 175 |
+
1430 train 4.540097 (lr=2.7536e-03) (hash(x)=171243439)
|
| 176 |
+
1440 train 4.670418 (lr=2.7469e-03) (hash(x)=178459521)
|
| 177 |
+
1450 train 4.515779 (lr=2.7401e-03) (hash(x)=159166350)
|
| 178 |
+
1460 train 4.447604 (lr=2.7333e-03) (hash(x)=173554569)
|
| 179 |
+
1470 train 4.543665 (lr=2.7263e-03) (hash(x)=158362521)
|
| 180 |
+
1480 train 4.495070 (lr=2.7193e-03) (hash(x)=165899207)
|
| 181 |
+
1490 train 4.531460 (lr=2.7121e-03) (hash(x)=156470939)
|
| 182 |
+
1500 val loss 4.4913
|
| 183 |
+
1500 val perplexity 89.2397
|
| 184 |
+
1500 train 4.505198 (lr=2.7050e-03) (hash(x)=164197780)
|
| 185 |
+
1510 train 4.391101 (lr=2.6977e-03) (hash(x)=146709896)
|
| 186 |
+
1520 train 4.400199 (lr=2.6903e-03) (hash(x)=151304838)
|
| 187 |
+
1530 train 4.440429 (lr=2.6829e-03) (hash(x)=163187333)
|
| 188 |
+
1540 train 4.397004 (lr=2.6754e-03) (hash(x)=153630537)
|
| 189 |
+
1550 train 4.411770 (lr=2.6678e-03) (hash(x)=157299103)
|
| 190 |
+
1560 train 4.326200 (lr=2.6602e-03) (hash(x)=153786477)
|
| 191 |
+
1570 train 4.662092 (lr=2.6525e-03) (hash(x)=155037209)
|
| 192 |
+
1580 train 4.527908 (lr=2.6447e-03) (hash(x)=146157308)
|
| 193 |
+
1590 train 4.557122 (lr=2.6368e-03) (hash(x)=147823317)
|
| 194 |
+
1600 val loss 4.4688
|
| 195 |
+
1600 val perplexity 87.2508
|
| 196 |
+
1600 train 4.558936 (lr=2.6289e-03) (hash(x)=169140159)
|
| 197 |
+
1610 train 4.342457 (lr=2.6208e-03) (hash(x)=157811493)
|
| 198 |
+
1620 train 4.428782 (lr=2.6128e-03) (hash(x)=168940851)
|
| 199 |
+
1630 train 4.418395 (lr=2.6046e-03) (hash(x)=151149213)
|
| 200 |
+
1640 train 4.517090 (lr=2.5964e-03) (hash(x)=161822009)
|
| 201 |
+
1650 train 4.926419 (lr=2.5881e-03) (hash(x)=151056313)
|
| 202 |
+
1660 train 4.446992 (lr=2.5797e-03) (hash(x)=156920306)
|
| 203 |
+
1670 train 4.344128 (lr=2.5713e-03) (hash(x)=159695815)
|
| 204 |
+
1680 train 4.369711 (lr=2.5628e-03) (hash(x)=160232907)
|
| 205 |
+
1690 train 4.356876 (lr=2.5542e-03) (hash(x)=158099357)
|
| 206 |
+
1700 val loss 4.4653
|
| 207 |
+
1700 val perplexity 86.9462
|
| 208 |
+
1700 train 4.404732 (lr=2.5455e-03) (hash(x)=164127381)
|
| 209 |
+
1710 train 4.598711 (lr=2.5368e-03) (hash(x)=156592040)
|
| 210 |
+
1720 train 4.521658 (lr=2.5281e-03) (hash(x)=160220265)
|
| 211 |
+
1730 train 4.461556 (lr=2.5192e-03) (hash(x)=156162204)
|
| 212 |
+
1740 train 4.443658 (lr=2.5103e-03) (hash(x)=152767893)
|
| 213 |
+
1750 train 4.436596 (lr=2.5014e-03) (hash(x)=162707306)
|
| 214 |
+
1760 train 4.449013 (lr=2.4924e-03) (hash(x)=154472004)
|
| 215 |
+
1770 train 4.302988 (lr=2.4833e-03) (hash(x)=160374234)
|
| 216 |
+
1780 train 4.459687 (lr=2.4741e-03) (hash(x)=159709225)
|
| 217 |
+
1790 train 4.507360 (lr=2.4649e-03) (hash(x)=152095944)
|
| 218 |
+
1800 val loss 4.4171
|
| 219 |
+
1800 val perplexity 82.8551
|
| 220 |
+
1800 train 4.471440 (lr=2.4556e-03) (hash(x)=157920255)
|
| 221 |
+
1810 train 4.220782 (lr=2.4463e-03) (hash(x)=167237680)
|
| 222 |
+
1820 train 4.330528 (lr=2.4369e-03) (hash(x)=161255774)
|
| 223 |
+
1830 train 4.376631 (lr=2.4275e-03) (hash(x)=154275481)
|
| 224 |
+
1840 train 4.300163 (lr=2.4180e-03) (hash(x)=152398178)
|
| 225 |
+
1850 train 4.416173 (lr=2.4084e-03) (hash(x)=147646022)
|
| 226 |
+
1860 train 4.440738 (lr=2.3988e-03) (hash(x)=158895559)
|
| 227 |
+
1870 train 4.374868 (lr=2.3891e-03) (hash(x)=162742598)
|
| 228 |
+
1880 train 4.373810 (lr=2.3794e-03) (hash(x)=169911029)
|
| 229 |
+
1890 train 4.409518 (lr=2.3696e-03) (hash(x)=172068270)
|
| 230 |
+
1900 val loss 4.4359
|
| 231 |
+
1900 val perplexity 84.4274
|
| 232 |
+
1900 train 4.522540 (lr=2.3598e-03) (hash(x)=159975457)
|
| 233 |
+
1910 train 4.478628 (lr=2.3499e-03) (hash(x)=178775667)
|
| 234 |
+
1920 train 4.357401 (lr=2.3400e-03) (hash(x)=151180831)
|
| 235 |
+
1930 train 4.375432 (lr=2.3300e-03) (hash(x)=154239412)
|
| 236 |
+
1940 train 4.377680 (lr=2.3200e-03) (hash(x)=139144465)
|
| 237 |
+
1950 train 4.341485 (lr=2.3099e-03) (hash(x)=194482413)
|
| 238 |
+
1960 train 4.352836 (lr=2.2998e-03) (hash(x)=155812344)
|
| 239 |
+
1970 train 4.366006 (lr=2.2896e-03) (hash(x)=157577031)
|
| 240 |
+
1980 train 4.415293 (lr=2.2793e-03) (hash(x)=152045027)
|
| 241 |
+
1990 train 4.297578 (lr=2.2691e-03) (hash(x)=141742221)
|
| 242 |
+
2000 val loss 4.3738
|
| 243 |
+
2000 val perplexity 79.3484
|
| 244 |
+
2000 train 4.431957 (lr=2.2588e-03) (hash(x)=160555812)
|
| 245 |
+
2010 train 4.355266 (lr=2.2484e-03) (hash(x)=160371335)
|
| 246 |
+
2020 train 4.354307 (lr=2.2380e-03) (hash(x)=167890767)
|
| 247 |
+
2030 train 4.427948 (lr=2.2275e-03) (hash(x)=165127715)
|
| 248 |
+
2040 train 4.367303 (lr=2.2170e-03) (hash(x)=151587302)
|
| 249 |
+
2050 train 4.385220 (lr=2.2065e-03) (hash(x)=172347989)
|
| 250 |
+
2060 train 4.461812 (lr=2.1959e-03) (hash(x)=161301919)
|
| 251 |
+
2070 train 4.398001 (lr=2.1853e-03) (hash(x)=161472934)
|
| 252 |
+
2080 train 4.475172 (lr=2.1746e-03) (hash(x)=159777322)
|
| 253 |
+
2090 train 4.395853 (lr=2.1639e-03) (hash(x)=151149770)
|
| 254 |
+
2100 val loss 4.3497
|
| 255 |
+
2100 val perplexity 77.4563
|
| 256 |
+
2100 train 4.223460 (lr=2.1532e-03) (hash(x)=160283520)
|
| 257 |
+
2110 train 4.390697 (lr=2.1424e-03) (hash(x)=154222025)
|
| 258 |
+
2120 train 4.330257 (lr=2.1316e-03) (hash(x)=155638178)
|
| 259 |
+
2130 train 4.244919 (lr=2.1208e-03) (hash(x)=149125384)
|
| 260 |
+
2140 train 4.309600 (lr=2.1099e-03) (hash(x)=159496074)
|
| 261 |
+
2150 train 4.394376 (lr=2.0990e-03) (hash(x)=162019154)
|
| 262 |
+
2160 train 4.548907 (lr=2.0881e-03) (hash(x)=155466928)
|
| 263 |
+
2170 train 4.423946 (lr=2.0771e-03) (hash(x)=173469994)
|
| 264 |
+
2180 train 4.534124 (lr=2.0661e-03) (hash(x)=163448753)
|
| 265 |
+
2190 train 4.366241 (lr=2.0550e-03) (hash(x)=166595123)
|
| 266 |
+
2200 val loss 4.3223
|
| 267 |
+
2200 val perplexity 75.3582
|
| 268 |
+
2200 train 4.238658 (lr=2.0440e-03) (hash(x)=165958875)
|
| 269 |
+
2210 train 4.381157 (lr=2.0329e-03) (hash(x)=165019039)
|
| 270 |
+
2220 train 4.374937 (lr=2.0217e-03) (hash(x)=167325225)
|
| 271 |
+
2230 train 4.191100 (lr=2.0106e-03) (hash(x)=154287439)
|
| 272 |
+
2240 train 4.287704 (lr=1.9994e-03) (hash(x)=158565817)
|
| 273 |
+
2250 train 4.228745 (lr=1.9882e-03) (hash(x)=160592835)
|
| 274 |
+
2260 train 4.273093 (lr=1.9770e-03) (hash(x)=144591648)
|
| 275 |
+
2270 train 4.149970 (lr=1.9657e-03) (hash(x)=150486876)
|
| 276 |
+
2280 train 4.349459 (lr=1.9544e-03) (hash(x)=159194788)
|
| 277 |
+
2290 train 4.429208 (lr=1.9431e-03) (hash(x)=164315345)
|
| 278 |
+
2300 val loss 4.3055
|
| 279 |
+
2300 val perplexity 74.1056
|
| 280 |
+
2300 train 4.351391 (lr=1.9318e-03) (hash(x)=170470665)
|
| 281 |
+
2310 train 4.308502 (lr=1.9205e-03) (hash(x)=176539068)
|
| 282 |
+
2320 train 4.293639 (lr=1.9091e-03) (hash(x)=161008474)
|
| 283 |
+
2330 train 4.370912 (lr=1.8977e-03) (hash(x)=168474380)
|
| 284 |
+
2340 train 4.360085 (lr=1.8863e-03) (hash(x)=156072131)
|
| 285 |
+
2350 train 4.464234 (lr=1.8749e-03) (hash(x)=165127087)
|
| 286 |
+
2360 train 4.438811 (lr=1.8635e-03) (hash(x)=159462801)
|
| 287 |
+
2370 train 4.279196 (lr=1.8520e-03) (hash(x)=161698394)
|
| 288 |
+
2380 train 4.203987 (lr=1.8406e-03) (hash(x)=165588078)
|
| 289 |
+
2390 train 4.214852 (lr=1.8291e-03) (hash(x)=171673672)
|
| 290 |
+
2400 val loss 4.2982
|
| 291 |
+
2400 val perplexity 73.5679
|
| 292 |
+
2400 train 4.274218 (lr=1.8176e-03) (hash(x)=157381516)
|
| 293 |
+
2410 train 4.278819 (lr=1.8061e-03) (hash(x)=163238532)
|
| 294 |
+
2420 train 4.238012 (lr=1.7946e-03) (hash(x)=156178237)
|
| 295 |
+
2430 train 4.128228 (lr=1.7830e-03) (hash(x)=155080617)
|
| 296 |
+
2440 train 4.235394 (lr=1.7715e-03) (hash(x)=167490538)
|
| 297 |
+
2450 train 4.208864 (lr=1.7600e-03) (hash(x)=163757352)
|
| 298 |
+
2460 train 4.159267 (lr=1.7484e-03) (hash(x)=156734811)
|
| 299 |
+
2470 train 4.159671 (lr=1.7368e-03) (hash(x)=161522341)
|
| 300 |
+
2480 train 4.417714 (lr=1.7253e-03) (hash(x)=174032060)
|
| 301 |
+
2490 train 4.373845 (lr=1.7137e-03) (hash(x)=163065818)
|
| 302 |
+
2500 val loss 4.2737
|
| 303 |
+
2500 val perplexity 71.7835
|
| 304 |
+
2500 train 4.433655 (lr=1.7021e-03) (hash(x)=126959780)
|
| 305 |
+
2510 train 4.364305 (lr=1.6906e-03) (hash(x)=153844939)
|
| 306 |
+
2520 train 4.341643 (lr=1.6790e-03) (hash(x)=174018174)
|
| 307 |
+
2530 train 4.314063 (lr=1.6674e-03) (hash(x)=150568427)
|
| 308 |
+
2540 train 4.303619 (lr=1.6558e-03) (hash(x)=161725206)
|
| 309 |
+
2550 train 4.278555 (lr=1.6442e-03) (hash(x)=181346417)
|
| 310 |
+
2560 train 4.269900 (lr=1.6326e-03) (hash(x)=168730011)
|
| 311 |
+
2570 train 4.162719 (lr=1.6210e-03) (hash(x)=155900214)
|
| 312 |
+
2580 train 4.213801 (lr=1.6094e-03) (hash(x)=160014621)
|
| 313 |
+
2590 train 4.178395 (lr=1.5979e-03) (hash(x)=148996689)
|
| 314 |
+
2600 val loss 4.2547
|
| 315 |
+
2600 val perplexity 70.4325
|
| 316 |
+
2600 train 4.257533 (lr=1.5863e-03) (hash(x)=145183968)
|
| 317 |
+
2610 train 4.013934 (lr=1.5747e-03) (hash(x)=159420240)
|
| 318 |
+
2620 train 3.989388 (lr=1.5632e-03) (hash(x)=151169903)
|
| 319 |
+
2630 train 4.002253 (lr=1.5516e-03) (hash(x)=149454811)
|
| 320 |
+
2640 train 4.068992 (lr=1.5400e-03) (hash(x)=155603914)
|
| 321 |
+
2650 train 4.069790 (lr=1.5285e-03) (hash(x)=169545195)
|
| 322 |
+
2660 train 4.415645 (lr=1.5170e-03) (hash(x)=168454079)
|
| 323 |
+
2670 train 4.319867 (lr=1.5054e-03) (hash(x)=163110417)
|
| 324 |
+
2680 train 4.276636 (lr=1.4939e-03) (hash(x)=166075603)
|
| 325 |
+
2690 train 4.288810 (lr=1.4824e-03) (hash(x)=174132258)
|
| 326 |
+
2700 val loss 4.2455
|
| 327 |
+
2700 val perplexity 69.7909
|
| 328 |
+
2700 train 4.305384 (lr=1.4709e-03) (hash(x)=169846940)
|
| 329 |
+
2710 train 4.188461 (lr=1.4594e-03) (hash(x)=151553731)
|
| 330 |
+
2720 train 4.290823 (lr=1.4480e-03) (hash(x)=164024255)
|
| 331 |
+
2730 train 4.306170 (lr=1.4365e-03) (hash(x)=156458097)
|
| 332 |
+
2740 train 4.244407 (lr=1.4251e-03) (hash(x)=154663748)
|
| 333 |
+
2750 train 4.100366 (lr=1.4137e-03) (hash(x)=157548181)
|
| 334 |
+
2760 train 4.226511 (lr=1.4023e-03) (hash(x)=151584783)
|
| 335 |
+
2770 train 4.238030 (lr=1.3909e-03) (hash(x)=152692594)
|
| 336 |
+
2780 train 4.219136 (lr=1.3795e-03) (hash(x)=165952919)
|
| 337 |
+
2790 train 4.102225 (lr=1.3682e-03) (hash(x)=157484183)
|
| 338 |
+
2800 val loss 4.2329
|
| 339 |
+
2800 val perplexity 68.9134
|
| 340 |
+
2800 train 4.173262 (lr=1.3569e-03) (hash(x)=154790034)
|
| 341 |
+
2810 train 4.048196 (lr=1.3456e-03) (hash(x)=157856097)
|
| 342 |
+
2820 train 4.016026 (lr=1.3343e-03) (hash(x)=168903939)
|
| 343 |
+
2830 train 4.141663 (lr=1.3230e-03) (hash(x)=167001475)
|
| 344 |
+
2840 train 3.980800 (lr=1.3118e-03) (hash(x)=158987150)
|
| 345 |
+
2850 train 4.216846 (lr=1.3006e-03) (hash(x)=168695407)
|
| 346 |
+
2860 train 4.350145 (lr=1.2894e-03) (hash(x)=164999034)
|
| 347 |
+
2870 train 4.198148 (lr=1.2783e-03) (hash(x)=191197316)
|
| 348 |
+
2880 train 4.152268 (lr=1.2671e-03) (hash(x)=159625200)
|
| 349 |
+
2890 train 4.307577 (lr=1.2560e-03) (hash(x)=157756126)
|
| 350 |
+
2900 val loss 4.2049
|
| 351 |
+
2900 val perplexity 67.0159
|
| 352 |
+
2900 train 4.170830 (lr=1.2450e-03) (hash(x)=164721377)
|
| 353 |
+
2910 train 4.211143 (lr=1.2339e-03) (hash(x)=155873181)
|
| 354 |
+
2920 train 4.162119 (lr=1.2229e-03) (hash(x)=156477082)
|
| 355 |
+
2930 train 4.167399 (lr=1.2119e-03) (hash(x)=151261633)
|
| 356 |
+
2940 train 4.101924 (lr=1.2010e-03) (hash(x)=160090385)
|
| 357 |
+
2950 train 4.245079 (lr=1.1901e-03) (hash(x)=157300618)
|
| 358 |
+
2960 train 4.163817 (lr=1.1792e-03) (hash(x)=163095555)
|
| 359 |
+
2970 train 4.193882 (lr=1.1684e-03) (hash(x)=149649212)
|
| 360 |
+
2980 train 4.013770 (lr=1.1576e-03) (hash(x)=174517675)
|
| 361 |
+
2990 train 3.975305 (lr=1.1468e-03) (hash(x)=161344491)
|
| 362 |
+
3000 val loss 4.2060
|
| 363 |
+
3000 val perplexity 67.0877
|
| 364 |
+
3000 train 4.005069 (lr=1.1361e-03) (hash(x)=163816905)
|
| 365 |
+
3010 train 3.907827 (lr=1.1254e-03) (hash(x)=157420680)
|
| 366 |
+
3020 train 4.027448 (lr=1.1147e-03) (hash(x)=153843035)
|
| 367 |
+
3030 train 4.216055 (lr=1.1041e-03) (hash(x)=149770373)
|
| 368 |
+
3040 train 4.283762 (lr=1.0935e-03) (hash(x)=165320741)
|
| 369 |
+
3050 train 4.251682 (lr=1.0830e-03) (hash(x)=170181151)
|
| 370 |
+
3060 train 4.170653 (lr=1.0725e-03) (hash(x)=163837230)
|
| 371 |
+
3070 train 4.167377 (lr=1.0620e-03) (hash(x)=156812797)
|
| 372 |
+
3080 train 4.136519 (lr=1.0516e-03) (hash(x)=143663627)
|
| 373 |
+
3090 train 4.167830 (lr=1.0412e-03) (hash(x)=165052478)
|
| 374 |
+
3100 val loss 4.1837
|
| 375 |
+
3100 val perplexity 65.6099
|
| 376 |
+
3100 train 4.098996 (lr=1.0309e-03) (hash(x)=151458705)
|
| 377 |
+
3110 train 4.144180 (lr=1.0207e-03) (hash(x)=158228317)
|
| 378 |
+
3120 train 4.312968 (lr=1.0104e-03) (hash(x)=149856801)
|
| 379 |
+
3130 train 3.990701 (lr=1.0002e-03) (hash(x)=146297847)
|
| 380 |
+
3140 train 4.093643 (lr=9.9011e-04) (hash(x)=172795167)
|
| 381 |
+
3150 train 4.150642 (lr=9.8002e-04) (hash(x)=145936074)
|
| 382 |
+
3160 train 4.232941 (lr=9.6999e-04) (hash(x)=157564303)
|
| 383 |
+
3170 train 4.332746 (lr=9.6000e-04) (hash(x)=157451362)
|
| 384 |
+
3180 train 4.252603 (lr=9.5007e-04) (hash(x)=156366043)
|
| 385 |
+
3190 train 4.208526 (lr=9.4019e-04) (hash(x)=162344697)
|
| 386 |
+
3200 val loss 4.1646
|
| 387 |
+
3200 val perplexity 64.3652
|
| 388 |
+
3200 train 4.236885 (lr=9.3036e-04) (hash(x)=164206298)
|
| 389 |
+
3210 train 4.304585 (lr=9.2058e-04) (hash(x)=149468251)
|
| 390 |
+
3220 train 4.236937 (lr=9.1085e-04) (hash(x)=157808606)
|
| 391 |
+
3230 train 4.389580 (lr=9.0118e-04) (hash(x)=157078690)
|
| 392 |
+
3240 train 4.172691 (lr=8.9157e-04) (hash(x)=165699696)
|
| 393 |
+
3250 train 4.129523 (lr=8.8201e-04) (hash(x)=181352842)
|
| 394 |
+
3260 train 4.224844 (lr=8.7251e-04) (hash(x)=142534383)
|
| 395 |
+
3270 train 4.175765 (lr=8.6307e-04) (hash(x)=165297359)
|
| 396 |
+
3280 train 4.222448 (lr=8.5368e-04) (hash(x)=160326815)
|
| 397 |
+
3290 train 4.140995 (lr=8.4435e-04) (hash(x)=150043063)
|
| 398 |
+
3300 val loss 4.1580
|
| 399 |
+
3300 val perplexity 63.9429
|
| 400 |
+
3300 train 4.103976 (lr=8.3508e-04) (hash(x)=164133091)
|
| 401 |
+
3310 train 4.036691 (lr=8.2588e-04) (hash(x)=145803863)
|
| 402 |
+
3320 train 4.066365 (lr=8.1673e-04) (hash(x)=157282009)
|
| 403 |
+
3330 train 4.007691 (lr=8.0764e-04) (hash(x)=159126415)
|
| 404 |
+
3340 train 4.222458 (lr=7.9862e-04) (hash(x)=164426675)
|
| 405 |
+
3350 train 4.242187 (lr=7.8966e-04) (hash(x)=170424924)
|
| 406 |
+
3360 train 4.184561 (lr=7.8076e-04) (hash(x)=163161621)
|
| 407 |
+
3370 train 4.245212 (lr=7.7192e-04) (hash(x)=160786731)
|
| 408 |
+
3380 train 4.204969 (lr=7.6315e-04) (hash(x)=165954688)
|
| 409 |
+
3390 train 4.252644 (lr=7.5445e-04) (hash(x)=147371107)
|
| 410 |
+
3400 val loss 4.1370
|
| 411 |
+
3400 val perplexity 62.6159
|
| 412 |
+
3400 train 4.188479 (lr=7.4581e-04) (hash(x)=153067604)
|
| 413 |
+
3410 train 4.191493 (lr=7.3724e-04) (hash(x)=161748196)
|
| 414 |
+
3420 train 4.198290 (lr=7.2874e-04) (hash(x)=168297963)
|
| 415 |
+
3430 train 4.189925 (lr=7.2030e-04) (hash(x)=145086892)
|
| 416 |
+
3440 train 4.098783 (lr=7.1193e-04) (hash(x)=173125711)
|
| 417 |
+
3450 train 4.191656 (lr=7.0363e-04) (hash(x)=158080216)
|
| 418 |
+
3460 train 4.017334 (lr=6.9541e-04) (hash(x)=158055750)
|
| 419 |
+
3470 train 4.116973 (lr=6.8725e-04) (hash(x)=151381400)
|
| 420 |
+
3480 train 4.057407 (lr=6.7916e-04) (hash(x)=147262346)
|
| 421 |
+
3490 train 4.035662 (lr=6.7114e-04) (hash(x)=154740086)
|
| 422 |
+
3500 val loss 4.1360
|
| 423 |
+
3500 val perplexity 62.5514
|
| 424 |
+
3500 train 3.958498 (lr=6.6320e-04) (hash(x)=145730968)
|
| 425 |
+
3510 train 4.106789 (lr=6.5533e-04) (hash(x)=151355929)
|
| 426 |
+
3520 train 4.096649 (lr=6.4753e-04) (hash(x)=165136835)
|
| 427 |
+
3530 train 4.178000 (lr=6.3981e-04) (hash(x)=163869056)
|
| 428 |
+
3540 train 4.112482 (lr=6.3216e-04) (hash(x)=161580134)
|
| 429 |
+
3550 train 4.128590 (lr=6.2458e-04) (hash(x)=168595690)
|
| 430 |
+
3560 train 4.168310 (lr=6.1708e-04) (hash(x)=158576466)
|
| 431 |
+
3570 train 4.129121 (lr=6.0966e-04) (hash(x)=157298619)
|
| 432 |
+
3580 train 4.207613 (lr=6.0231e-04) (hash(x)=160892091)
|
| 433 |
+
3590 train 4.074770 (lr=5.9504e-04) (hash(x)=165168008)
|
| 434 |
+
3600 val loss 4.1166
|
| 435 |
+
3600 val perplexity 61.3530
|
| 436 |
+
3600 train 4.178373 (lr=5.8785e-04) (hash(x)=144911638)
|
| 437 |
+
3610 train 4.131256 (lr=5.8074e-04) (hash(x)=150614513)
|
| 438 |
+
3620 train 4.129750 (lr=5.7370e-04) (hash(x)=167695016)
|
| 439 |
+
3630 train 4.040953 (lr=5.6675e-04) (hash(x)=182708233)
|
| 440 |
+
3640 train 4.151508 (lr=5.5987e-04) (hash(x)=154146274)
|
| 441 |
+
3650 train 4.120263 (lr=5.5308e-04) (hash(x)=159129968)
|
| 442 |
+
3660 train 4.022414 (lr=5.4636e-04) (hash(x)=146209497)
|
| 443 |
+
3670 train 4.057784 (lr=5.3973e-04) (hash(x)=145578104)
|
| 444 |
+
3680 train 4.038862 (lr=5.3318e-04) (hash(x)=150243521)
|
| 445 |
+
3690 train 4.000865 (lr=5.2671e-04) (hash(x)=154328313)
|
| 446 |
+
3700 val loss 4.1181
|
| 447 |
+
3700 val perplexity 61.4409
|
| 448 |
+
3700 train 3.966721 (lr=5.2033e-04) (hash(x)=159904582)
|
| 449 |
+
3710 train 4.327538 (lr=5.1402e-04) (hash(x)=175986417)
|
| 450 |
+
3720 train 4.230400 (lr=5.0780e-04) (hash(x)=158509479)
|
| 451 |
+
3730 train 4.247841 (lr=5.0167e-04) (hash(x)=156087760)
|
| 452 |
+
3740 train 4.241508 (lr=4.9562e-04) (hash(x)=177667170)
|
| 453 |
+
3750 train 4.207272 (lr=4.8965e-04) (hash(x)=145256842)
|
| 454 |
+
3760 train 4.173773 (lr=4.8377e-04) (hash(x)=149855635)
|
| 455 |
+
3770 train 4.214644 (lr=4.7798e-04) (hash(x)=168798886)
|
| 456 |
+
3780 train 4.132478 (lr=4.7227e-04) (hash(x)=156277179)
|
| 457 |
+
3790 train 4.103696 (lr=4.6665e-04) (hash(x)=149698945)
|
| 458 |
+
3800 val loss 4.0990
|
| 459 |
+
3800 val perplexity 60.2783
|
| 460 |
+
3800 train 4.052073 (lr=4.6112e-04) (hash(x)=168039654)
|
| 461 |
+
3810 train 4.163667 (lr=4.5567e-04) (hash(x)=154595574)
|
| 462 |
+
3820 train 4.215504 (lr=4.5031e-04) (hash(x)=158303284)
|
| 463 |
+
3830 train 4.227372 (lr=4.4504e-04) (hash(x)=164128644)
|
| 464 |
+
3840 train 4.180387 (lr=4.3986e-04) (hash(x)=166842997)
|
| 465 |
+
3850 train 4.100954 (lr=4.3477e-04) (hash(x)=177681163)
|
| 466 |
+
3860 train 4.073488 (lr=4.2977e-04) (hash(x)=177062575)
|
| 467 |
+
3870 train 4.113771 (lr=4.2486e-04) (hash(x)=158957159)
|
| 468 |
+
3880 train 4.046832 (lr=4.2004e-04) (hash(x)=151567740)
|
| 469 |
+
3890 train 4.128000 (lr=4.1530e-04) (hash(x)=153261675)
|
| 470 |
+
3900 val loss 4.0896
|
| 471 |
+
3900 val perplexity 59.7171
|
| 472 |
+
3900 train 4.380828 (lr=4.1066e-04) (hash(x)=160268683)
|
| 473 |
+
3910 train 4.115938 (lr=4.0611e-04) (hash(x)=153745240)
|
| 474 |
+
3920 train 4.172665 (lr=4.0166e-04) (hash(x)=164537824)
|
| 475 |
+
3930 train 4.119188 (lr=3.9729e-04) (hash(x)=162062116)
|
| 476 |
+
3940 train 4.080546 (lr=3.9302e-04) (hash(x)=168626742)
|
| 477 |
+
3950 train 4.139577 (lr=3.8884e-04) (hash(x)=148753561)
|
| 478 |
+
3960 train 4.070898 (lr=3.8475e-04) (hash(x)=163526242)
|
| 479 |
+
3970 train 4.280748 (lr=3.8076e-04) (hash(x)=159329323)
|
| 480 |
+
3980 train 4.204612 (lr=3.7685e-04) (hash(x)=146502339)
|
| 481 |
+
3990 train 3.904116 (lr=3.7305e-04) (hash(x)=158409708)
|
| 482 |
+
4000 val loss 4.0840
|
| 483 |
+
4000 val perplexity 59.3819
|
| 484 |
+
4000 train 4.076951 (lr=3.6933e-04) (hash(x)=154645137)
|
| 485 |
+
4010 train 4.085367 (lr=3.6572e-04) (hash(x)=160044026)
|
| 486 |
+
4020 train 4.061334 (lr=3.6219e-04) (hash(x)=155544686)
|
| 487 |
+
4030 train 4.052217 (lr=3.5876e-04) (hash(x)=147589421)
|
| 488 |
+
4040 train 4.162611 (lr=3.5543e-04) (hash(x)=158607990)
|
| 489 |
+
4050 train 4.072167 (lr=3.5219e-04) (hash(x)=154108872)
|
| 490 |
+
4060 train 4.158630 (lr=3.4905e-04) (hash(x)=167101465)
|
| 491 |
+
4070 train 4.113592 (lr=3.4600e-04) (hash(x)=160323363)
|
| 492 |
+
4080 train 4.106336 (lr=3.4305e-04) (hash(x)=150423692)
|
| 493 |
+
4090 train 4.078548 (lr=3.4019e-04) (hash(x)=167461885)
|
| 494 |
+
4100 val loss 4.0745
|
| 495 |
+
4100 val perplexity 58.8199
|
| 496 |
+
4100 train 4.116554 (lr=3.3744e-04) (hash(x)=151783377)
|
| 497 |
+
4110 train 4.115835 (lr=3.3477e-04) (hash(x)=165679649)
|
| 498 |
+
4120 train 4.010064 (lr=3.3221e-04) (hash(x)=153643039)
|
| 499 |
+
4130 train 4.053637 (lr=3.2974e-04) (hash(x)=149648749)
|
| 500 |
+
4140 train 4.095705 (lr=3.2737e-04) (hash(x)=162751418)
|
| 501 |
+
4150 train 4.091073 (lr=3.2510e-04) (hash(x)=157047478)
|
| 502 |
+
4160 train 4.027527 (lr=3.2292e-04) (hash(x)=156391812)
|
| 503 |
+
4170 train 4.101731 (lr=3.2085e-04) (hash(x)=180926985)
|
| 504 |
+
4180 train 4.150681 (lr=3.1887e-04) (hash(x)=168699059)
|
| 505 |
+
4190 train 4.066525 (lr=3.1699e-04) (hash(x)=155410372)
|
| 506 |
+
4200 val loss 4.0713
|
| 507 |
+
4200 val perplexity 58.6350
|
| 508 |
+
4200 train 4.069214 (lr=3.1520e-04) (hash(x)=152615252)
|
| 509 |
+
4210 train 4.043933 (lr=3.1352e-04) (hash(x)=155679453)
|
| 510 |
+
4220 train 4.150481 (lr=3.1193e-04) (hash(x)=152954399)
|
| 511 |
+
4230 train 4.159613 (lr=3.1044e-04) (hash(x)=164608084)
|
| 512 |
+
4240 train 4.175910 (lr=3.0905e-04) (hash(x)=162463867)
|
| 513 |
+
4250 train 4.099490 (lr=3.0776e-04) (hash(x)=168832088)
|
| 514 |
+
4260 train 4.074373 (lr=3.0657e-04) (hash(x)=162698882)
|
| 515 |
+
4270 train 4.096202 (lr=3.0548e-04) (hash(x)=180861492)
|
| 516 |
+
4280 train 3.983258 (lr=3.0449e-04) (hash(x)=160824300)
|
| 517 |
+
4290 train 4.048348 (lr=3.0359e-04) (hash(x)=157750938)
|
| 518 |
+
4300 val loss 4.0702
|
| 519 |
+
4300 val perplexity 58.5692
|
| 520 |
+
4300 train 4.002804 (lr=3.0280e-04) (hash(x)=157216833)
|
| 521 |
+
4310 train 3.993610 (lr=3.0210e-04) (hash(x)=176184661)
|
| 522 |
+
4320 train 4.166858 (lr=3.0150e-04) (hash(x)=161537117)
|
| 523 |
+
4330 train 4.119060 (lr=3.0101e-04) (hash(x)=160700216)
|
| 524 |
+
4340 train 4.075872 (lr=3.0061e-04) (hash(x)=175519903)
|
| 525 |
+
4350 train 4.072281 (lr=3.0031e-04) (hash(x)=167988701)
|
| 526 |
+
4360 train 4.021587 (lr=3.0011e-04) (hash(x)=162619084)
|
| 527 |
+
4370 train 4.406312 (lr=3.0001e-04) (hash(x)=166292684)
|
| 528 |
+
4374 val loss 4.0654
|
| 529 |
+
4374 val perplexity 58.2894
|
scaling_mha_nh_2/mha_nh_1_seed_1339/model_04374.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:514f5fd2581f7f23512b2bfdbec249bb5f1eb07194fddb94cbd4e70cf4420743
|
| 3 |
+
size 78649706
|
scaling_mha_nh_2/mha_nh_1_seed_1339/optimizer_04374.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:2f6d655fde9fb7363bc933d0242236e88ad465724aee4d267ebf4cc6ffe19eae
|
| 3 |
+
size 157321670
|