diff --git a/lr1.75e-4_total_batch_size5120_seq_len256_decay_lrtrue_attention_kindselective_warmup_steps200_seed1338/args.json b/lr1.75e-4_total_batch_size5120_seq_len256_decay_lrtrue_attention_kindselective_warmup_steps200_seed1338/args.json
new file mode 100644
index 0000000000000000000000000000000000000000..0d25ebd9d33b445b2dc4e47363da1e406fb12bbc
--- /dev/null
+++ b/lr1.75e-4_total_batch_size5120_seq_len256_decay_lrtrue_attention_kindselective_warmup_steps200_seed1338/args.json
@@ -0,0 +1 @@
+{"hellaswag": true, "attention_kind": "selective", "log_dir": "proxy_model_sweep_2/lr1.75e-4_total_batch_size5120_seq_len256_decay_lrtrue_attention_kindselective_warmup_steps200_seed1338", "resume_checkpoint": null, "resume_optimizer": false, "add_a_head": false, "add_head_to_start": true, "new_head_init": "normal", "n_heads": 2, "protect_bos_token": true, "prevent_from_masking_myself": true, "max_steps": 5000, "warmup_steps": 200, "group": "proxy_model_sweep_2", "use_wandb": true, "kill_self_after_run": false, "random_seed": 1338, "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": 20, "total_batch_size": 5120, "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": 0.000175, "decay_lr": true, "readout_zero_init": false, "query_zero_init": false, "l1_loss": false, "debugpy": false, "n_embd": 128}
\ No newline at end of file
diff --git a/lr1.75e-4_total_batch_size5120_seq_len256_decay_lrtrue_attention_kindselective_warmup_steps200_seed1338/dataloader_02500.pt b/lr1.75e-4_total_batch_size5120_seq_len256_decay_lrtrue_attention_kindselective_warmup_steps200_seed1338/dataloader_02500.pt
new file mode 100644
index 0000000000000000000000000000000000000000..2bc253f8fc6225637fb651d7b45bcde02b1c9ff0
--- /dev/null
+++ b/lr1.75e-4_total_batch_size5120_seq_len256_decay_lrtrue_attention_kindselective_warmup_steps200_seed1338/dataloader_02500.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f5f86eba64e08aa3145708d463ef689ecaee47ebe0a97035e6e0aeb59f377344
+size 964
diff --git a/lr1.75e-4_total_batch_size5120_seq_len256_decay_lrtrue_attention_kindselective_warmup_steps200_seed1338/dataloader_04999.pt b/lr1.75e-4_total_batch_size5120_seq_len256_decay_lrtrue_attention_kindselective_warmup_steps200_seed1338/dataloader_04999.pt
new file mode 100644
index 0000000000000000000000000000000000000000..0618c479f1dc6588bdd52311cf3417cbd843ddd9
--- /dev/null
+++ b/lr1.75e-4_total_batch_size5120_seq_len256_decay_lrtrue_attention_kindselective_warmup_steps200_seed1338/dataloader_04999.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:431842dc67f0d83e5eb85cf9c36fd024e295001fe78f3ba5deeae77865394feb
+size 964
diff --git a/lr1.75e-4_total_batch_size5120_seq_len256_decay_lrtrue_attention_kindselective_warmup_steps200_seed1338/log2.txt b/lr1.75e-4_total_batch_size5120_seq_len256_decay_lrtrue_attention_kindselective_warmup_steps200_seed1338/log2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2c870a491e137b043b0a69eaf80a54d4674c009c
--- /dev/null
+++ b/lr1.75e-4_total_batch_size5120_seq_len256_decay_lrtrue_attention_kindselective_warmup_steps200_seed1338/log2.txt
@@ -0,0 +1,5203 @@
+max_steps: 5000
+0 val loss 11.7668
+0 val perplexity 128904.1953
+0 train 11.771575 (lr=8.7500e-07) (hash(x)=22886834)
+1 train 11.738299 (lr=1.7500e-06) (hash(x)=26375038)
+2 train 11.793562 (lr=2.6250e-06) (hash(x)=30598777)
+3 train 11.775057 (lr=3.5000e-06) (hash(x)=27234506)
+4 train 11.750605 (lr=4.3750e-06) (hash(x)=27767880)
+5 train 11.683230 (lr=5.2500e-06) (hash(x)=23702020)
+6 train 11.753212 (lr=6.1250e-06) (hash(x)=31986844)
+7 train 11.691274 (lr=7.0000e-06) (hash(x)=20782690)
+8 train 11.727139 (lr=7.8750e-06) (hash(x)=25201599)
+9 train 11.677417 (lr=8.7500e-06) (hash(x)=23094976)
+10 train 11.689826 (lr=9.6250e-06) (hash(x)=23841096)
+11 train 11.642051 (lr=1.0500e-05) (hash(x)=26532095)
+12 train 11.643191 (lr=1.1375e-05) (hash(x)=24432298)
+13 train 11.613849 (lr=1.2250e-05) (hash(x)=27151649)
+14 train 11.583155 (lr=1.3125e-05) (hash(x)=24596846)
+15 train 11.570579 (lr=1.4000e-05) (hash(x)=23890908)
+16 train 11.520413 (lr=1.4875e-05) (hash(x)=28913955)
+17 train 11.489818 (lr=1.5750e-05) (hash(x)=25588236)
+18 train 11.453101 (lr=1.6625e-05) (hash(x)=23770034)
+19 train 11.406344 (lr=1.7500e-05) (hash(x)=24011372)
+20 train 11.320781 (lr=1.8375e-05) (hash(x)=25441898)
+21 train 11.378642 (lr=1.9250e-05) (hash(x)=28375581)
+22 train 11.317431 (lr=2.0125e-05) (hash(x)=24046679)
+23 train 11.310847 (lr=2.1000e-05) (hash(x)=24611628)
+24 train 11.208984 (lr=2.1875e-05) (hash(x)=26169030)
+25 train 11.236915 (lr=2.2750e-05) (hash(x)=30298407)
+26 train 11.134110 (lr=2.3625e-05) (hash(x)=23711112)
+27 train 11.039882 (lr=2.4500e-05) (hash(x)=19245352)
+28 train 10.986217 (lr=2.5375e-05) (hash(x)=21529136)
+29 train 11.071999 (lr=2.6250e-05) (hash(x)=28936608)
+30 train 10.828330 (lr=2.7125e-05) (hash(x)=24339013)
+31 train 10.696899 (lr=2.8000e-05) (hash(x)=25767553)
+32 train 10.722659 (lr=2.8875e-05) (hash(x)=26439905)
+33 train 10.863998 (lr=2.9750e-05) (hash(x)=31093473)
+34 train 10.603257 (lr=3.0625e-05) (hash(x)=25450374)
+35 train 10.544585 (lr=3.1500e-05) (hash(x)=24809873)
+36 train 10.695285 (lr=3.2375e-05) (hash(x)=23253252)
+37 train 10.663788 (lr=3.3250e-05) (hash(x)=27852919)
+38 train 10.585357 (lr=3.4125e-05) (hash(x)=23327497)
+39 train 10.485806 (lr=3.5000e-05) (hash(x)=22512166)
+40 train 10.635837 (lr=3.5875e-05) (hash(x)=22859419)
+41 train 10.492514 (lr=3.6750e-05) (hash(x)=27620338)
+42 train 10.501336 (lr=3.7625e-05) (hash(x)=26397837)
+43 train 10.506998 (lr=3.8500e-05) (hash(x)=28092148)
+44 train 10.355972 (lr=3.9375e-05) (hash(x)=24662703)
+45 train 10.461865 (lr=4.0250e-05) (hash(x)=27938767)
+46 train 10.524793 (lr=4.1125e-05) (hash(x)=26037988)
+47 train 10.405488 (lr=4.2000e-05) (hash(x)=24732833)
+48 train 10.393298 (lr=4.2875e-05) (hash(x)=25259526)
+49 train 10.375679 (lr=4.3750e-05) (hash(x)=23200230)
+50 val loss 10.3159
+50 val perplexity 30209.7754
+50 train 10.281343 (lr=4.4625e-05) (hash(x)=26721357)
+51 train 10.273175 (lr=4.5500e-05) (hash(x)=22694718)
+52 train 10.253246 (lr=4.6375e-05) (hash(x)=28066766)
+53 train 10.239175 (lr=4.7250e-05) (hash(x)=23125151)
+54 train 10.343829 (lr=4.8125e-05) (hash(x)=27193725)
+55 train 10.157817 (lr=4.9000e-05) (hash(x)=25129410)
+56 train 10.200363 (lr=4.9875e-05) (hash(x)=24263988)
+57 train 10.134509 (lr=5.0750e-05) (hash(x)=23059154)
+58 train 10.229922 (lr=5.1625e-05) (hash(x)=26063864)
+59 train 10.359588 (lr=5.2500e-05) (hash(x)=27858570)
+60 train 10.215942 (lr=5.3375e-05) (hash(x)=23874620)
+61 train 10.123881 (lr=5.4250e-05) (hash(x)=22402617)
+62 train 10.153724 (lr=5.5125e-05) (hash(x)=23600822)
+63 train 9.930071 (lr=5.6000e-05) (hash(x)=26582391)
+64 train 9.964282 (lr=5.6875e-05) (hash(x)=23225283)
+65 train 10.187815 (lr=5.7750e-05) (hash(x)=26075451)
+66 train 10.034252 (lr=5.8625e-05) (hash(x)=24723419)
+67 train 10.017962 (lr=5.9500e-05) (hash(x)=27279806)
+68 train 9.858850 (lr=6.0375e-05) (hash(x)=25870391)
+69 train 10.027756 (lr=6.1250e-05) (hash(x)=26188136)
+70 train 10.028026 (lr=6.2125e-05) (hash(x)=30373443)
+71 train 10.006640 (lr=6.3000e-05) (hash(x)=26472336)
+72 train 9.838318 (lr=6.3875e-05) (hash(x)=26651572)
+73 train 9.863160 (lr=6.4750e-05) (hash(x)=26376212)
+74 train 9.852384 (lr=6.5625e-05) (hash(x)=26733350)
+75 train 9.952205 (lr=6.6500e-05) (hash(x)=28301589)
+76 train 9.864659 (lr=6.7375e-05) (hash(x)=27599559)
+77 train 9.756099 (lr=6.8250e-05) (hash(x)=28035221)
+78 train 9.798532 (lr=6.9125e-05) (hash(x)=25016783)
+79 train 9.846910 (lr=7.0000e-05) (hash(x)=27654289)
+80 train 9.808468 (lr=7.0875e-05) (hash(x)=24597558)
+81 train 9.683629 (lr=7.1750e-05) (hash(x)=21560904)
+82 train 9.570184 (lr=7.2625e-05) (hash(x)=21983837)
+83 train 9.646866 (lr=7.3500e-05) (hash(x)=24995715)
+84 train 9.755021 (lr=7.4375e-05) (hash(x)=29876413)
+85 train 9.542838 (lr=7.5250e-05) (hash(x)=23792508)
+86 train 9.444983 (lr=7.6125e-05) (hash(x)=25509120)
+87 train 9.558146 (lr=7.7000e-05) (hash(x)=26559876)
+88 train 9.550176 (lr=7.7875e-05) (hash(x)=23569647)
+89 train 9.536018 (lr=7.8750e-05) (hash(x)=25758852)
+90 train 9.366601 (lr=7.9625e-05) (hash(x)=25706298)
+91 train 9.354301 (lr=8.0500e-05) (hash(x)=28364895)
+92 train 9.301375 (lr=8.1375e-05) (hash(x)=25304663)
+93 train 9.279292 (lr=8.2250e-05) (hash(x)=25269299)
+94 train 9.476126 (lr=8.3125e-05) (hash(x)=25870566)
+95 train 9.103580 (lr=8.4000e-05) (hash(x)=21770329)
+96 train 9.403491 (lr=8.4875e-05) (hash(x)=27595900)
+97 train 9.322555 (lr=8.5750e-05) (hash(x)=24785397)
+98 train 9.054809 (lr=8.6625e-05) (hash(x)=21521480)
+99 train 9.092853 (lr=8.7500e-05) (hash(x)=24628606)
+100 val loss 9.1505
+100 val perplexity 9419.0078
+100 train 9.157545 (lr=8.8375e-05) (hash(x)=24670150)
+101 train 9.146830 (lr=8.9250e-05) (hash(x)=23181910)
+102 train 9.007844 (lr=9.0125e-05) (hash(x)=22714991)
+103 train 9.089876 (lr=9.1000e-05) (hash(x)=22723459)
+104 train 9.043645 (lr=9.1875e-05) (hash(x)=21524316)
+105 train 8.972493 (lr=9.2750e-05) (hash(x)=25506632)
+106 train 8.763339 (lr=9.3625e-05) (hash(x)=21675672)
+107 train 8.814260 (lr=9.4500e-05) (hash(x)=22897919)
+108 train 8.811369 (lr=9.5375e-05) (hash(x)=23321631)
+109 train 8.861140 (lr=9.6250e-05) (hash(x)=26546719)
+110 train 9.657420 (lr=9.7125e-05) (hash(x)=31962348)
+111 train 8.915533 (lr=9.8000e-05) (hash(x)=30338342)
+112 train 8.715639 (lr=9.8875e-05) (hash(x)=23724471)
+113 train 8.817344 (lr=9.9750e-05) (hash(x)=29175888)
+114 train 8.858563 (lr=1.0062e-04) (hash(x)=23256716)
+115 train 8.796781 (lr=1.0150e-04) (hash(x)=27063280)
+116 train 8.800018 (lr=1.0237e-04) (hash(x)=31057659)
+117 train 8.946060 (lr=1.0325e-04) (hash(x)=32915097)
+118 train 8.774195 (lr=1.0412e-04) (hash(x)=28842717)
+119 train 8.567678 (lr=1.0500e-04) (hash(x)=25678059)
+120 train 8.509572 (lr=1.0587e-04) (hash(x)=21593510)
+121 train 8.342953 (lr=1.0675e-04) (hash(x)=20083773)
+122 train 8.541175 (lr=1.0763e-04) (hash(x)=23002820)
+123 train 8.372746 (lr=1.0850e-04) (hash(x)=21853028)
+124 train 8.444686 (lr=1.0938e-04) (hash(x)=26985625)
+125 train 8.366898 (lr=1.1025e-04) (hash(x)=21808483)
+126 train 8.579178 (lr=1.1113e-04) (hash(x)=28873251)
+127 train 8.403110 (lr=1.1200e-04) (hash(x)=26109335)
+128 train 8.517005 (lr=1.1288e-04) (hash(x)=26334674)
+129 train 8.457969 (lr=1.1375e-04) (hash(x)=24916754)
+130 train 8.345332 (lr=1.1463e-04) (hash(x)=25449624)
+131 train 8.393580 (lr=1.1550e-04) (hash(x)=25334848)
+132 train 8.644439 (lr=1.1638e-04) (hash(x)=27484863)
+133 train 8.194526 (lr=1.1725e-04) (hash(x)=24917705)
+134 train 8.131289 (lr=1.1813e-04) (hash(x)=25143449)
+135 train 8.144595 (lr=1.1900e-04) (hash(x)=25044885)
+136 train 8.385165 (lr=1.1988e-04) (hash(x)=27821028)
+137 train 8.367848 (lr=1.2075e-04) (hash(x)=28747022)
+138 train 8.273812 (lr=1.2162e-04) (hash(x)=27182888)
+139 train 8.050961 (lr=1.2250e-04) (hash(x)=23678349)
+140 train 8.225341 (lr=1.2338e-04) (hash(x)=23593235)
+141 train 8.411392 (lr=1.2425e-04) (hash(x)=28529813)
+142 train 8.781350 (lr=1.2512e-04) (hash(x)=32074661)
+143 train 8.268346 (lr=1.2600e-04) (hash(x)=28870690)
+144 train 8.262255 (lr=1.2688e-04) (hash(x)=27307705)
+145 train 8.120561 (lr=1.2775e-04) (hash(x)=25044834)
+146 train 8.188163 (lr=1.2862e-04) (hash(x)=23712023)
+147 train 8.590863 (lr=1.2950e-04) (hash(x)=32982615)
+148 train 8.370818 (lr=1.3038e-04) (hash(x)=30113660)
+149 train 7.890340 (lr=1.3125e-04) (hash(x)=20970960)
+150 val loss 8.0572
+150 val perplexity 3156.5916
+150 train 8.020316 (lr=1.3212e-04) (hash(x)=23132684)
+151 train 9.520236 (lr=1.3300e-04) (hash(x)=35279941)
+152 train 8.819261 (lr=1.3387e-04) (hash(x)=31227444)
+153 train 7.963174 (lr=1.3475e-04) (hash(x)=25529472)
+154 train 8.036803 (lr=1.3563e-04) (hash(x)=24350409)
+155 train 8.353896 (lr=1.3650e-04) (hash(x)=26400041)
+156 train 8.039000 (lr=1.3737e-04) (hash(x)=25262621)
+157 train 8.070070 (lr=1.3825e-04) (hash(x)=24656138)
+158 train 8.247914 (lr=1.3913e-04) (hash(x)=26803414)
+159 train 8.148913 (lr=1.4000e-04) (hash(x)=25015923)
+160 train 7.901489 (lr=1.4087e-04) (hash(x)=23581172)
+161 train 7.988916 (lr=1.4175e-04) (hash(x)=22924885)
+162 train 7.951977 (lr=1.4262e-04) (hash(x)=23414296)
+163 train 8.083391 (lr=1.4350e-04) (hash(x)=24853586)
+164 train 8.149550 (lr=1.4437e-04) (hash(x)=25000130)
+165 train 8.001958 (lr=1.4525e-04) (hash(x)=27004780)
+166 train 7.964171 (lr=1.4612e-04) (hash(x)=26148573)
+167 train 7.934477 (lr=1.4700e-04) (hash(x)=26740855)
+168 train 7.623834 (lr=1.4788e-04) (hash(x)=20965419)
+169 train 7.898238 (lr=1.4875e-04) (hash(x)=23950114)
+170 train 7.850125 (lr=1.4962e-04) (hash(x)=24951982)
+171 train 7.950472 (lr=1.5050e-04) (hash(x)=24584116)
+172 train 7.938850 (lr=1.5138e-04) (hash(x)=24378759)
+173 train 7.885362 (lr=1.5225e-04) (hash(x)=25718516)
+174 train 8.193728 (lr=1.5312e-04) (hash(x)=28424396)
+175 train 7.821616 (lr=1.5400e-04) (hash(x)=22262151)
+176 train 8.041205 (lr=1.5488e-04) (hash(x)=26438412)
+177 train 7.858611 (lr=1.5575e-04) (hash(x)=23025303)
+178 train 7.815526 (lr=1.5662e-04) (hash(x)=24190770)
+179 train 7.994714 (lr=1.5750e-04) (hash(x)=26627860)
+180 train 7.811843 (lr=1.5838e-04) (hash(x)=23663439)
+181 train 7.680646 (lr=1.5925e-04) (hash(x)=23700532)
+182 train 7.738501 (lr=1.6013e-04) (hash(x)=23075676)
+183 train 7.939141 (lr=1.6100e-04) (hash(x)=26621834)
+184 train 8.019053 (lr=1.6188e-04) (hash(x)=29426269)
+185 train 7.689870 (lr=1.6275e-04) (hash(x)=21821465)
+186 train 7.949520 (lr=1.6363e-04) (hash(x)=26506130)
+187 train 8.197927 (lr=1.6450e-04) (hash(x)=26930630)
+188 train 7.753859 (lr=1.6537e-04) (hash(x)=22993793)
+189 train 7.582155 (lr=1.6625e-04) (hash(x)=19557946)
+190 train 7.905760 (lr=1.6712e-04) (hash(x)=23572891)
+191 train 7.720020 (lr=1.6800e-04) (hash(x)=23234741)
+192 train 7.795486 (lr=1.6887e-04) (hash(x)=25547951)
+193 train 7.855317 (lr=1.6975e-04) (hash(x)=26713563)
+194 train 7.837470 (lr=1.7062e-04) (hash(x)=25913622)
+195 train 8.136191 (lr=1.7150e-04) (hash(x)=28102443)
+196 train 7.807152 (lr=1.7238e-04) (hash(x)=23093351)
+197 train 8.584090 (lr=1.7325e-04) (hash(x)=31689122)
+198 train 8.443587 (lr=1.7412e-04) (hash(x)=32252517)
+199 train 7.885608 (lr=1.7500e-04) (hash(x)=25470563)
+200 val loss 7.8116
+200 val perplexity 2469.1501
+200 train 7.925176 (lr=1.7500e-04) (hash(x)=25597614)
+201 train 7.955798 (lr=1.7500e-04) (hash(x)=23757479)
+202 train 7.760747 (lr=1.7500e-04) (hash(x)=25140048)
+203 train 7.995223 (lr=1.7500e-04) (hash(x)=28282861)
+204 train 7.736390 (lr=1.7500e-04) (hash(x)=24754885)
+205 train 7.985237 (lr=1.7500e-04) (hash(x)=26731964)
+206 train 8.104293 (lr=1.7500e-04) (hash(x)=26660561)
+207 train 7.622509 (lr=1.7500e-04) (hash(x)=21799102)
+208 train 7.874963 (lr=1.7500e-04) (hash(x)=27025986)
+209 train 7.684988 (lr=1.7500e-04) (hash(x)=24672077)
+210 train 7.783189 (lr=1.7500e-04) (hash(x)=25322984)
+211 train 7.644399 (lr=1.7500e-04) (hash(x)=23471769)
+212 train 7.491526 (lr=1.7500e-04) (hash(x)=20766491)
+213 train 7.988389 (lr=1.7500e-04) (hash(x)=24058931)
+214 train 7.683900 (lr=1.7500e-04) (hash(x)=23872843)
+215 train 7.694197 (lr=1.7500e-04) (hash(x)=23275479)
+216 train 7.831058 (lr=1.7500e-04) (hash(x)=24914695)
+217 train 7.680285 (lr=1.7500e-04) (hash(x)=24364396)
+218 train 7.979340 (lr=1.7499e-04) (hash(x)=27986474)
+219 train 7.858232 (lr=1.7499e-04) (hash(x)=24473581)
+220 train 7.758567 (lr=1.7499e-04) (hash(x)=22974689)
+221 train 7.848575 (lr=1.7499e-04) (hash(x)=23774644)
+222 train 7.767458 (lr=1.7499e-04) (hash(x)=23245327)
+223 train 7.589108 (lr=1.7499e-04) (hash(x)=22091862)
+224 train 7.667270 (lr=1.7499e-04) (hash(x)=24362839)
+225 train 7.810332 (lr=1.7499e-04) (hash(x)=25482303)
+226 train 7.902753 (lr=1.7499e-04) (hash(x)=24911853)
+227 train 7.906185 (lr=1.7499e-04) (hash(x)=26018202)
+228 train 7.755431 (lr=1.7499e-04) (hash(x)=26124495)
+229 train 7.832263 (lr=1.7499e-04) (hash(x)=24560096)
+230 train 7.808900 (lr=1.7498e-04) (hash(x)=24695331)
+231 train 7.515416 (lr=1.7498e-04) (hash(x)=17430373)
+232 train 7.578435 (lr=1.7498e-04) (hash(x)=21813345)
+233 train 7.215036 (lr=1.7498e-04) (hash(x)=20098681)
+234 train 7.555947 (lr=1.7498e-04) (hash(x)=25095928)
+235 train 7.697496 (lr=1.7498e-04) (hash(x)=24078083)
+236 train 7.702954 (lr=1.7498e-04) (hash(x)=22901505)
+237 train 7.879298 (lr=1.7498e-04) (hash(x)=26595592)
+238 train 7.790544 (lr=1.7498e-04) (hash(x)=27663196)
+239 train 7.538467 (lr=1.7497e-04) (hash(x)=22954861)
+240 train 8.003943 (lr=1.7497e-04) (hash(x)=30159234)
+241 train 7.908697 (lr=1.7497e-04) (hash(x)=29294271)
+242 train 7.868182 (lr=1.7497e-04) (hash(x)=23728322)
+243 train 7.931127 (lr=1.7497e-04) (hash(x)=28695016)
+244 train 8.050490 (lr=1.7497e-04) (hash(x)=26702728)
+245 train 7.880452 (lr=1.7497e-04) (hash(x)=27100115)
+246 train 7.745000 (lr=1.7496e-04) (hash(x)=25082752)
+247 train 8.093190 (lr=1.7496e-04) (hash(x)=26671799)
+248 train 7.776265 (lr=1.7496e-04) (hash(x)=23718946)
+249 train 8.030280 (lr=1.7496e-04) (hash(x)=28137394)
+250 val loss 7.7763
+250 val perplexity 2383.4509
+250 train 8.043144 (lr=1.7496e-04) (hash(x)=23893495)
+251 train 7.785091 (lr=1.7496e-04) (hash(x)=23166092)
+252 train 7.803655 (lr=1.7495e-04) (hash(x)=25907665)
+253 train 7.796227 (lr=1.7495e-04) (hash(x)=25885986)
+254 train 7.838684 (lr=1.7495e-04) (hash(x)=25262712)
+255 train 7.822501 (lr=1.7495e-04) (hash(x)=26924723)
+256 train 7.964162 (lr=1.7495e-04) (hash(x)=28744736)
+257 train 7.727848 (lr=1.7495e-04) (hash(x)=26140590)
+258 train 7.942920 (lr=1.7494e-04) (hash(x)=25780449)
+259 train 7.762526 (lr=1.7494e-04) (hash(x)=25138659)
+260 train 8.058250 (lr=1.7494e-04) (hash(x)=27244046)
+261 train 7.911812 (lr=1.7494e-04) (hash(x)=27224685)
+262 train 8.191722 (lr=1.7494e-04) (hash(x)=28274477)
+263 train 7.682449 (lr=1.7493e-04) (hash(x)=23557495)
+264 train 7.788255 (lr=1.7493e-04) (hash(x)=24680596)
+265 train 7.779100 (lr=1.7493e-04) (hash(x)=23928957)
+266 train 7.727372 (lr=1.7493e-04) (hash(x)=23761390)
+267 train 7.671226 (lr=1.7492e-04) (hash(x)=25288123)
+268 train 7.956288 (lr=1.7492e-04) (hash(x)=28705502)
+269 train 7.528859 (lr=1.7492e-04) (hash(x)=23246294)
+270 train 7.638177 (lr=1.7492e-04) (hash(x)=28639079)
+271 train 7.561012 (lr=1.7491e-04) (hash(x)=27804380)
+272 train 7.739922 (lr=1.7491e-04) (hash(x)=24172235)
+273 train 7.816397 (lr=1.7491e-04) (hash(x)=23089140)
+274 train 8.007530 (lr=1.7491e-04) (hash(x)=27163701)
+275 train 8.086357 (lr=1.7491e-04) (hash(x)=26993263)
+276 train 7.824286 (lr=1.7490e-04) (hash(x)=28224233)
+277 train 8.106847 (lr=1.7490e-04) (hash(x)=27397203)
+278 train 8.043833 (lr=1.7490e-04) (hash(x)=27923882)
+279 train 7.887478 (lr=1.7489e-04) (hash(x)=26654908)
+280 train 7.854634 (lr=1.7489e-04) (hash(x)=24213147)
+281 train 7.581494 (lr=1.7489e-04) (hash(x)=21965022)
+282 train 7.731586 (lr=1.7489e-04) (hash(x)=25465685)
+283 train 7.924653 (lr=1.7488e-04) (hash(x)=27347722)
+284 train 7.952423 (lr=1.7488e-04) (hash(x)=26732050)
+285 train 8.080108 (lr=1.7488e-04) (hash(x)=28314127)
+286 train 7.605138 (lr=1.7488e-04) (hash(x)=21471186)
+287 train 7.572217 (lr=1.7487e-04) (hash(x)=23627518)
+288 train 7.541959 (lr=1.7487e-04) (hash(x)=20870353)
+289 train 7.668552 (lr=1.7487e-04) (hash(x)=25024764)
+290 train 7.483513 (lr=1.7486e-04) (hash(x)=20683822)
+291 train 7.784889 (lr=1.7486e-04) (hash(x)=21768671)
+292 train 7.812200 (lr=1.7486e-04) (hash(x)=25557309)
+293 train 7.964754 (lr=1.7485e-04) (hash(x)=25076667)
+294 train 7.601814 (lr=1.7485e-04) (hash(x)=23765822)
+295 train 7.591949 (lr=1.7485e-04) (hash(x)=21889990)
+296 train 7.778076 (lr=1.7484e-04) (hash(x)=26339893)
+297 train 7.509886 (lr=1.7484e-04) (hash(x)=20932794)
+298 train 7.633188 (lr=1.7484e-04) (hash(x)=21750070)
+299 train 7.865378 (lr=1.7483e-04) (hash(x)=23665838)
+300 val loss 7.7708
+300 val perplexity 2370.3943
+300 train 8.534916 (lr=1.7483e-04) (hash(x)=32888061)
+301 train 8.344421 (lr=1.7483e-04) (hash(x)=30223582)
+302 train 8.043161 (lr=1.7482e-04) (hash(x)=26908418)
+303 train 7.364379 (lr=1.7482e-04) (hash(x)=22528001)
+304 train 7.953158 (lr=1.7482e-04) (hash(x)=27452187)
+305 train 7.773351 (lr=1.7481e-04) (hash(x)=25181641)
+306 train 7.876714 (lr=1.7481e-04) (hash(x)=25546593)
+307 train 7.855868 (lr=1.7481e-04) (hash(x)=22487328)
+308 train 7.989033 (lr=1.7480e-04) (hash(x)=27804274)
+309 train 8.062079 (lr=1.7480e-04) (hash(x)=26544630)
+310 train 8.171837 (lr=1.7480e-04) (hash(x)=27738934)
+311 train 7.983968 (lr=1.7479e-04) (hash(x)=29248942)
+312 train 7.748779 (lr=1.7479e-04) (hash(x)=25103452)
+313 train 7.948663 (lr=1.7478e-04) (hash(x)=25052066)
+314 train 7.767124 (lr=1.7478e-04) (hash(x)=24481302)
+315 train 7.706159 (lr=1.7478e-04) (hash(x)=23543273)
+316 train 7.712764 (lr=1.7477e-04) (hash(x)=25608244)
+317 train 7.916147 (lr=1.7477e-04) (hash(x)=27451288)
+318 train 7.569693 (lr=1.7477e-04) (hash(x)=22806491)
+319 train 7.747060 (lr=1.7476e-04) (hash(x)=25533417)
+320 train 7.773319 (lr=1.7476e-04) (hash(x)=24557997)
+321 train 7.826733 (lr=1.7475e-04) (hash(x)=24432899)
+322 train 8.070081 (lr=1.7475e-04) (hash(x)=27583287)
+323 train 8.025450 (lr=1.7474e-04) (hash(x)=25552036)
+324 train 7.709865 (lr=1.7474e-04) (hash(x)=24201868)
+325 train 7.991961 (lr=1.7474e-04) (hash(x)=28149782)
+326 train 7.757504 (lr=1.7473e-04) (hash(x)=25529698)
+327 train 7.422226 (lr=1.7473e-04) (hash(x)=20612533)
+328 train 7.512483 (lr=1.7472e-04) (hash(x)=20699000)
+329 train 7.463231 (lr=1.7472e-04) (hash(x)=19774173)
+330 train 7.506732 (lr=1.7472e-04) (hash(x)=21681646)
+331 train 7.385861 (lr=1.7471e-04) (hash(x)=20216795)
+332 train 8.039985 (lr=1.7471e-04) (hash(x)=27697998)
+333 train 7.786835 (lr=1.7470e-04) (hash(x)=25896435)
+334 train 7.687607 (lr=1.7470e-04) (hash(x)=21585310)
+335 train 7.743627 (lr=1.7469e-04) (hash(x)=24677740)
+336 train 7.600456 (lr=1.7469e-04) (hash(x)=22027900)
+337 train 7.601591 (lr=1.7468e-04) (hash(x)=21835643)
+338 train 7.518498 (lr=1.7468e-04) (hash(x)=20558462)
+339 train 7.425171 (lr=1.7467e-04) (hash(x)=16722715)
+340 train 7.570724 (lr=1.7467e-04) (hash(x)=20972655)
+341 train 7.999741 (lr=1.7466e-04) (hash(x)=26303975)
+342 train 7.744261 (lr=1.7466e-04) (hash(x)=22938170)
+343 train 7.842796 (lr=1.7466e-04) (hash(x)=25347203)
+344 train 7.819932 (lr=1.7465e-04) (hash(x)=27398686)
+345 train 7.765779 (lr=1.7465e-04) (hash(x)=25973417)
+346 train 7.787788 (lr=1.7464e-04) (hash(x)=26918389)
+347 train 7.747520 (lr=1.7464e-04) (hash(x)=24272489)
+348 train 7.778553 (lr=1.7463e-04) (hash(x)=25593714)
+349 train 7.861659 (lr=1.7463e-04) (hash(x)=29260846)
+350 val loss 7.7675
+350 val perplexity 2362.5078
+350 train 7.937250 (lr=1.7462e-04) (hash(x)=27951602)
+351 train 8.026184 (lr=1.7462e-04) (hash(x)=28922363)
+352 train 7.932714 (lr=1.7461e-04) (hash(x)=27210734)
+353 train 7.978860 (lr=1.7461e-04) (hash(x)=26322572)
+354 train 7.837799 (lr=1.7460e-04) (hash(x)=27084665)
+355 train 7.731412 (lr=1.7460e-04) (hash(x)=25510798)
+356 train 7.818116 (lr=1.7459e-04) (hash(x)=24970921)
+357 train 7.830945 (lr=1.7458e-04) (hash(x)=24138948)
+358 train 7.728475 (lr=1.7458e-04) (hash(x)=24790211)
+359 train 7.809280 (lr=1.7457e-04) (hash(x)=25631397)
+360 train 7.679172 (lr=1.7457e-04) (hash(x)=23226625)
+361 train 7.711830 (lr=1.7456e-04) (hash(x)=24001903)
+362 train 7.704965 (lr=1.7456e-04) (hash(x)=24587948)
+363 train 7.428368 (lr=1.7455e-04) (hash(x)=21333676)
+364 train 7.312892 (lr=1.7455e-04) (hash(x)=23673779)
+365 train 8.743790 (lr=1.7454e-04) (hash(x)=30770484)
+366 train 7.884918 (lr=1.7454e-04) (hash(x)=26564899)
+367 train 7.841198 (lr=1.7453e-04) (hash(x)=26237983)
+368 train 7.553485 (lr=1.7452e-04) (hash(x)=23764356)
+369 train 7.919890 (lr=1.7452e-04) (hash(x)=26205744)
+370 train 7.604765 (lr=1.7451e-04) (hash(x)=19208770)
+371 train 7.835231 (lr=1.7451e-04) (hash(x)=25976502)
+372 train 7.696726 (lr=1.7450e-04) (hash(x)=23983933)
+373 train 7.641829 (lr=1.7450e-04) (hash(x)=24080636)
+374 train 7.760788 (lr=1.7449e-04) (hash(x)=24404047)
+375 train 7.737257 (lr=1.7448e-04) (hash(x)=24742645)
+376 train 7.832011 (lr=1.7448e-04) (hash(x)=24159600)
+377 train 8.027847 (lr=1.7447e-04) (hash(x)=28677257)
+378 train 7.785447 (lr=1.7447e-04) (hash(x)=25604111)
+379 train 7.708940 (lr=1.7446e-04) (hash(x)=27086333)
+380 train 7.721770 (lr=1.7445e-04) (hash(x)=25188207)
+381 train 7.913777 (lr=1.7445e-04) (hash(x)=27855233)
+382 train 7.480150 (lr=1.7444e-04) (hash(x)=19470039)
+383 train 7.774189 (lr=1.7444e-04) (hash(x)=26157660)
+384 train 7.723497 (lr=1.7443e-04) (hash(x)=25291570)
+385 train 7.706939 (lr=1.7442e-04) (hash(x)=25046062)
+386 train 7.980429 (lr=1.7442e-04) (hash(x)=27020337)
+387 train 7.599617 (lr=1.7441e-04) (hash(x)=23616370)
+388 train 7.278496 (lr=1.7440e-04) (hash(x)=19113218)
+389 train 7.652425 (lr=1.7440e-04) (hash(x)=24302232)
+390 train 7.671609 (lr=1.7439e-04) (hash(x)=22188949)
+391 train 7.488317 (lr=1.7439e-04) (hash(x)=22582169)
+392 train 7.685382 (lr=1.7438e-04) (hash(x)=24700570)
+393 train 7.571325 (lr=1.7437e-04) (hash(x)=22773833)
+394 train 7.438882 (lr=1.7437e-04) (hash(x)=21875928)
+395 train 7.746770 (lr=1.7436e-04) (hash(x)=26233189)
+396 train 7.556025 (lr=1.7435e-04) (hash(x)=24321467)
+397 train 7.834317 (lr=1.7435e-04) (hash(x)=26431507)
+398 train 7.932060 (lr=1.7434e-04) (hash(x)=28690877)
+399 train 7.884744 (lr=1.7433e-04) (hash(x)=26431960)
+400 val loss 7.7517
+400 val perplexity 2325.6309
+400 train 7.718664 (lr=1.7433e-04) (hash(x)=24580300)
+401 train 7.725679 (lr=1.7432e-04) (hash(x)=25112360)
+402 train 7.825105 (lr=1.7431e-04) (hash(x)=27597243)
+403 train 8.294209 (lr=1.7431e-04) (hash(x)=30707498)
+404 train 7.956872 (lr=1.7430e-04) (hash(x)=28485465)
+405 train 7.558708 (lr=1.7429e-04) (hash(x)=22586447)
+406 train 7.692073 (lr=1.7429e-04) (hash(x)=23175270)
+407 train 7.798295 (lr=1.7428e-04) (hash(x)=25716176)
+408 train 7.882432 (lr=1.7427e-04) (hash(x)=26861373)
+409 train 7.974097 (lr=1.7426e-04) (hash(x)=25118971)
+410 train 7.444917 (lr=1.7426e-04) (hash(x)=19829066)
+411 train 7.621439 (lr=1.7425e-04) (hash(x)=26256420)
+412 train 7.937903 (lr=1.7424e-04) (hash(x)=27796153)
+413 train 7.632499 (lr=1.7424e-04) (hash(x)=22633318)
+414 train 7.687448 (lr=1.7423e-04) (hash(x)=22589383)
+415 train 8.147163 (lr=1.7422e-04) (hash(x)=28019788)
+416 train 8.047172 (lr=1.7421e-04) (hash(x)=28970440)
+417 train 7.702016 (lr=1.7421e-04) (hash(x)=27396089)
+418 train 7.692629 (lr=1.7420e-04) (hash(x)=21183513)
+419 train 7.710785 (lr=1.7419e-04) (hash(x)=23510110)
+420 train 7.915018 (lr=1.7419e-04) (hash(x)=28833467)
+421 train 7.839031 (lr=1.7418e-04) (hash(x)=23646926)
+422 train 7.804864 (lr=1.7417e-04) (hash(x)=24697272)
+423 train 7.553087 (lr=1.7416e-04) (hash(x)=20382963)
+424 train 7.582523 (lr=1.7416e-04) (hash(x)=23467595)
+425 train 7.762207 (lr=1.7415e-04) (hash(x)=24304768)
+426 train 7.685774 (lr=1.7414e-04) (hash(x)=21392328)
+427 train 7.735837 (lr=1.7413e-04) (hash(x)=25339466)
+428 train 7.634061 (lr=1.7412e-04) (hash(x)=22092542)
+429 train 7.731899 (lr=1.7412e-04) (hash(x)=22088696)
+430 train 7.669713 (lr=1.7411e-04) (hash(x)=22184471)
+431 train 7.770607 (lr=1.7410e-04) (hash(x)=24489647)
+432 train 7.821552 (lr=1.7409e-04) (hash(x)=26794132)
+433 train 7.584601 (lr=1.7409e-04) (hash(x)=22940357)
+434 train 7.786006 (lr=1.7408e-04) (hash(x)=23719522)
+435 train 7.638533 (lr=1.7407e-04) (hash(x)=22927699)
+436 train 7.798211 (lr=1.7406e-04) (hash(x)=26068576)
+437 train 7.935933 (lr=1.7405e-04) (hash(x)=27631132)
+438 train 7.806217 (lr=1.7405e-04) (hash(x)=26739991)
+439 train 7.863763 (lr=1.7404e-04) (hash(x)=25128502)
+440 train 7.876320 (lr=1.7403e-04) (hash(x)=25657260)
+441 train 7.660233 (lr=1.7402e-04) (hash(x)=23576982)
+442 train 7.894279 (lr=1.7401e-04) (hash(x)=27117886)
+443 train 7.853995 (lr=1.7401e-04) (hash(x)=25808969)
+444 train 7.770467 (lr=1.7400e-04) (hash(x)=24738238)
+445 train 7.769444 (lr=1.7399e-04) (hash(x)=23429962)
+446 train 7.946131 (lr=1.7398e-04) (hash(x)=25075165)
+447 train 7.773662 (lr=1.7397e-04) (hash(x)=25231390)
+448 train 7.549345 (lr=1.7396e-04) (hash(x)=22055054)
+449 train 7.788440 (lr=1.7396e-04) (hash(x)=25395441)
+450 val loss 7.7703
+450 val perplexity 2369.1897
+450 train 7.810423 (lr=1.7395e-04) (hash(x)=25863209)
+451 train 7.440890 (lr=1.7394e-04) (hash(x)=21154388)
+452 train 7.436392 (lr=1.7393e-04) (hash(x)=21600876)
+453 train 7.608390 (lr=1.7392e-04) (hash(x)=24278611)
+454 train 7.458850 (lr=1.7391e-04) (hash(x)=23221720)
+455 train 7.690170 (lr=1.7391e-04) (hash(x)=22708977)
+456 train 8.323256 (lr=1.7390e-04) (hash(x)=23637758)
+457 train 8.006480 (lr=1.7389e-04) (hash(x)=28228490)
+458 train 8.019531 (lr=1.7388e-04) (hash(x)=28638071)
+459 train 7.851691 (lr=1.7387e-04) (hash(x)=27258353)
+460 train 7.875751 (lr=1.7386e-04) (hash(x)=26604728)
+461 train 7.728645 (lr=1.7385e-04) (hash(x)=23252199)
+462 train 7.867477 (lr=1.7385e-04) (hash(x)=26441427)
+463 train 7.581665 (lr=1.7384e-04) (hash(x)=24364920)
+464 train 7.724905 (lr=1.7383e-04) (hash(x)=25623792)
+465 train 7.640347 (lr=1.7382e-04) (hash(x)=23283905)
+466 train 8.069016 (lr=1.7381e-04) (hash(x)=26025267)
+467 train 7.824844 (lr=1.7380e-04) (hash(x)=27243972)
+468 train 8.160294 (lr=1.7379e-04) (hash(x)=30449945)
+469 train 7.873585 (lr=1.7378e-04) (hash(x)=28113043)
+470 train 7.700231 (lr=1.7377e-04) (hash(x)=25182521)
+471 train 7.731557 (lr=1.7376e-04) (hash(x)=24932925)
+472 train 7.518219 (lr=1.7376e-04) (hash(x)=20353098)
+473 train 7.459072 (lr=1.7375e-04) (hash(x)=19001259)
+474 train 8.058460 (lr=1.7374e-04) (hash(x)=27585685)
+475 train 7.760574 (lr=1.7373e-04) (hash(x)=26371091)
+476 train 7.589153 (lr=1.7372e-04) (hash(x)=24891798)
+477 train 7.631887 (lr=1.7371e-04) (hash(x)=24258817)
+478 train 7.717544 (lr=1.7370e-04) (hash(x)=24330263)
+479 train 7.804320 (lr=1.7369e-04) (hash(x)=26913684)
+480 train 7.801322 (lr=1.7368e-04) (hash(x)=26338455)
+481 train 8.029159 (lr=1.7367e-04) (hash(x)=27753043)
+482 train 7.774187 (lr=1.7366e-04) (hash(x)=26123289)
+483 train 7.883910 (lr=1.7365e-04) (hash(x)=29239611)
+484 train 7.793291 (lr=1.7364e-04) (hash(x)=26553003)
+485 train 7.701526 (lr=1.7363e-04) (hash(x)=22984557)
+486 train 7.172607 (lr=1.7362e-04) (hash(x)=16947491)
+487 train 7.222921 (lr=1.7361e-04) (hash(x)=18017792)
+488 train 7.400346 (lr=1.7361e-04) (hash(x)=19918608)
+489 train 7.922063 (lr=1.7360e-04) (hash(x)=23374526)
+490 train 7.764641 (lr=1.7359e-04) (hash(x)=25009505)
+491 train 7.765343 (lr=1.7358e-04) (hash(x)=27574089)
+492 train 7.930086 (lr=1.7357e-04) (hash(x)=24122664)
+493 train 7.773451 (lr=1.7356e-04) (hash(x)=26154906)
+494 train 7.662550 (lr=1.7355e-04) (hash(x)=25192767)
+495 train 7.821822 (lr=1.7354e-04) (hash(x)=28613882)
+496 train 7.775186 (lr=1.7353e-04) (hash(x)=23547219)
+497 train 7.747971 (lr=1.7352e-04) (hash(x)=25272182)
+498 train 7.599600 (lr=1.7351e-04) (hash(x)=24992761)
+499 train 7.841373 (lr=1.7350e-04) (hash(x)=26981914)
+500 val loss 7.7333
+500 val perplexity 2283.0701
+500 train 7.652567 (lr=1.7349e-04) (hash(x)=22051933)
+501 train 7.828736 (lr=1.7348e-04) (hash(x)=24232348)
+502 train 7.769715 (lr=1.7347e-04) (hash(x)=23158331)
+503 train 7.613412 (lr=1.7346e-04) (hash(x)=22652243)
+504 train 7.655306 (lr=1.7345e-04) (hash(x)=23805602)
+505 train 7.998100 (lr=1.7344e-04) (hash(x)=25411991)
+506 train 7.316490 (lr=1.7343e-04) (hash(x)=18827215)
+507 train 7.022281 (lr=1.7342e-04) (hash(x)=15446025)
+508 train 7.354393 (lr=1.7341e-04) (hash(x)=20516263)
+509 train 7.835138 (lr=1.7340e-04) (hash(x)=27846176)
+510 train 7.527863 (lr=1.7338e-04) (hash(x)=23342449)
+511 train 7.787751 (lr=1.7337e-04) (hash(x)=27194521)
+512 train 7.592524 (lr=1.7336e-04) (hash(x)=23008284)
+513 train 8.055511 (lr=1.7335e-04) (hash(x)=29430001)
+514 train 7.383158 (lr=1.7334e-04) (hash(x)=22579319)
+515 train 7.416159 (lr=1.7333e-04) (hash(x)=25264518)
+516 train 7.748384 (lr=1.7332e-04) (hash(x)=25359075)
+517 train 7.748422 (lr=1.7331e-04) (hash(x)=25568956)
+518 train 8.033084 (lr=1.7330e-04) (hash(x)=32004108)
+519 train 7.677420 (lr=1.7329e-04) (hash(x)=24936836)
+520 train 7.833518 (lr=1.7328e-04) (hash(x)=27263338)
+521 train 7.894037 (lr=1.7327e-04) (hash(x)=27452099)
+522 train 7.767409 (lr=1.7326e-04) (hash(x)=25965406)
+523 train 8.000125 (lr=1.7325e-04) (hash(x)=28197282)
+524 train 7.668397 (lr=1.7324e-04) (hash(x)=22466209)
+525 train 7.708699 (lr=1.7323e-04) (hash(x)=22931889)
+526 train 7.840660 (lr=1.7321e-04) (hash(x)=26903920)
+527 train 7.767918 (lr=1.7320e-04) (hash(x)=24765578)
+528 train 7.840482 (lr=1.7319e-04) (hash(x)=27811359)
+529 train 7.621404 (lr=1.7318e-04) (hash(x)=25078649)
+530 train 7.798224 (lr=1.7317e-04) (hash(x)=25572416)
+531 train 7.875279 (lr=1.7316e-04) (hash(x)=27448185)
+532 train 7.944002 (lr=1.7315e-04) (hash(x)=25923719)
+533 train 7.759485 (lr=1.7314e-04) (hash(x)=24804856)
+534 train 7.918358 (lr=1.7313e-04) (hash(x)=23207829)
+535 train 7.801743 (lr=1.7311e-04) (hash(x)=23107416)
+536 train 7.656190 (lr=1.7310e-04) (hash(x)=26739531)
+537 train 7.715917 (lr=1.7309e-04) (hash(x)=24960796)
+538 train 7.793089 (lr=1.7308e-04) (hash(x)=24667802)
+539 train 7.882037 (lr=1.7307e-04) (hash(x)=26755138)
+540 train 7.750162 (lr=1.7306e-04) (hash(x)=25537132)
+541 train 7.625645 (lr=1.7305e-04) (hash(x)=24542526)
+542 train 7.419660 (lr=1.7304e-04) (hash(x)=21296355)
+543 train 7.957258 (lr=1.7302e-04) (hash(x)=29314255)
+544 train 7.722301 (lr=1.7301e-04) (hash(x)=26001799)
+545 train 7.794363 (lr=1.7300e-04) (hash(x)=27347755)
+546 train 7.771490 (lr=1.7299e-04) (hash(x)=25107798)
+547 train 7.558272 (lr=1.7298e-04) (hash(x)=22112669)
+548 train 7.569261 (lr=1.7297e-04) (hash(x)=21897967)
+549 train 7.680406 (lr=1.7295e-04) (hash(x)=25161929)
+550 val loss 7.7185
+550 val perplexity 2249.6709
+550 train 7.613259 (lr=1.7294e-04) (hash(x)=27465106)
+551 train 7.680810 (lr=1.7293e-04) (hash(x)=24013079)
+552 train 7.633987 (lr=1.7292e-04) (hash(x)=23142015)
+553 train 7.715628 (lr=1.7291e-04) (hash(x)=26768629)
+554 train 7.714925 (lr=1.7290e-04) (hash(x)=26393383)
+555 train 7.606826 (lr=1.7288e-04) (hash(x)=22537194)
+556 train 7.842812 (lr=1.7287e-04) (hash(x)=24046036)
+557 train 7.765611 (lr=1.7286e-04) (hash(x)=24974360)
+558 train 7.985086 (lr=1.7285e-04) (hash(x)=28379928)
+559 train 7.727979 (lr=1.7284e-04) (hash(x)=25322001)
+560 train 7.814232 (lr=1.7282e-04) (hash(x)=26622031)
+561 train 7.486635 (lr=1.7281e-04) (hash(x)=20562247)
+562 train 7.855171 (lr=1.7280e-04) (hash(x)=27381885)
+563 train 8.009227 (lr=1.7279e-04) (hash(x)=27028126)
+564 train 7.831979 (lr=1.7278e-04) (hash(x)=28882928)
+565 train 7.752036 (lr=1.7276e-04) (hash(x)=25666355)
+566 train 7.869655 (lr=1.7275e-04) (hash(x)=24330810)
+567 train 7.756999 (lr=1.7274e-04) (hash(x)=26690440)
+568 train 7.641387 (lr=1.7273e-04) (hash(x)=22923592)
+569 train 7.746391 (lr=1.7271e-04) (hash(x)=27348418)
+570 train 7.807654 (lr=1.7270e-04) (hash(x)=28849848)
+571 train 7.840936 (lr=1.7269e-04) (hash(x)=26967331)
+572 train 7.641321 (lr=1.7268e-04) (hash(x)=22831467)
+573 train 7.710943 (lr=1.7266e-04) (hash(x)=24765121)
+574 train 7.690377 (lr=1.7265e-04) (hash(x)=24331857)
+575 train 7.562817 (lr=1.7264e-04) (hash(x)=22598512)
+576 train 7.762109 (lr=1.7263e-04) (hash(x)=25149353)
+577 train 7.573224 (lr=1.7261e-04) (hash(x)=23725598)
+578 train 7.829722 (lr=1.7260e-04) (hash(x)=26449557)
+579 train 7.862782 (lr=1.7259e-04) (hash(x)=24697985)
+580 train 7.844398 (lr=1.7258e-04) (hash(x)=26923059)
+581 train 7.645865 (lr=1.7256e-04) (hash(x)=25201962)
+582 train 7.299734 (lr=1.7255e-04) (hash(x)=20931520)
+583 train 7.362689 (lr=1.7254e-04) (hash(x)=18473911)
+584 train 7.506677 (lr=1.7253e-04) (hash(x)=21306267)
+585 train 7.815460 (lr=1.7251e-04) (hash(x)=25982840)
+586 train 7.687732 (lr=1.7250e-04) (hash(x)=25364874)
+587 train 7.613468 (lr=1.7249e-04) (hash(x)=23172124)
+588 train 7.901592 (lr=1.7247e-04) (hash(x)=27876897)
+589 train 8.453890 (lr=1.7246e-04) (hash(x)=34646114)
+590 train 8.743125 (lr=1.7245e-04) (hash(x)=35153576)
+591 train 7.693803 (lr=1.7244e-04) (hash(x)=22322442)
+592 train 7.921906 (lr=1.7242e-04) (hash(x)=27907331)
+593 train 7.806409 (lr=1.7241e-04) (hash(x)=26211794)
+594 train 8.043772 (lr=1.7240e-04) (hash(x)=29291512)
+595 train 8.273203 (lr=1.7238e-04) (hash(x)=29659121)
+596 train 8.100711 (lr=1.7237e-04) (hash(x)=29674399)
+597 train 7.771579 (lr=1.7236e-04) (hash(x)=23538306)
+598 train 7.818798 (lr=1.7234e-04) (hash(x)=21991524)
+599 train 7.735677 (lr=1.7233e-04) (hash(x)=26324153)
+600 val loss 7.7224
+600 val perplexity 2258.3843
+600 train 7.708148 (lr=1.7232e-04) (hash(x)=23712082)
+601 train 7.756362 (lr=1.7230e-04) (hash(x)=24910403)
+602 train 7.701344 (lr=1.7229e-04) (hash(x)=26737205)
+603 train 7.864498 (lr=1.7228e-04) (hash(x)=26939970)
+604 train 7.749227 (lr=1.7226e-04) (hash(x)=27651943)
+605 train 8.048182 (lr=1.7225e-04) (hash(x)=27515446)
+606 train 7.933735 (lr=1.7224e-04) (hash(x)=26753129)
+607 train 7.603020 (lr=1.7222e-04) (hash(x)=23446058)
+608 train 7.972749 (lr=1.7221e-04) (hash(x)=27587849)
+609 train 7.805837 (lr=1.7220e-04) (hash(x)=25308253)
+610 train 7.820353 (lr=1.7218e-04) (hash(x)=26615098)
+611 train 7.848698 (lr=1.7217e-04) (hash(x)=29981801)
+612 train 7.925553 (lr=1.7215e-04) (hash(x)=29592345)
+613 train 7.922163 (lr=1.7214e-04) (hash(x)=23470413)
+614 train 7.823377 (lr=1.7213e-04) (hash(x)=24742370)
+615 train 7.815956 (lr=1.7211e-04) (hash(x)=24843741)
+616 train 7.724371 (lr=1.7210e-04) (hash(x)=25192548)
+617 train 7.832791 (lr=1.7209e-04) (hash(x)=27176996)
+618 train 7.684204 (lr=1.7207e-04) (hash(x)=23964552)
+619 train 7.648555 (lr=1.7206e-04) (hash(x)=22855363)
+620 train 7.673969 (lr=1.7204e-04) (hash(x)=26332996)
+621 train 7.474563 (lr=1.7203e-04) (hash(x)=22960957)
+622 train 7.806022 (lr=1.7202e-04) (hash(x)=22752597)
+623 train 7.671516 (lr=1.7200e-04) (hash(x)=23197102)
+624 train 8.142934 (lr=1.7199e-04) (hash(x)=27383319)
+625 train 7.741773 (lr=1.7197e-04) (hash(x)=26132276)
+626 train 7.603467 (lr=1.7196e-04) (hash(x)=19810497)
+627 train 7.702599 (lr=1.7194e-04) (hash(x)=25704919)
+628 train 7.873307 (lr=1.7193e-04) (hash(x)=27174264)
+629 train 8.013204 (lr=1.7192e-04) (hash(x)=22280814)
+630 train 8.768325 (lr=1.7190e-04) (hash(x)=24279448)
+631 train 8.202795 (lr=1.7189e-04) (hash(x)=23054940)
+632 train 8.300822 (lr=1.7187e-04) (hash(x)=23942400)
+633 train 8.531734 (lr=1.7186e-04) (hash(x)=24712416)
+634 train 8.112187 (lr=1.7184e-04) (hash(x)=24564658)
+635 train 7.844873 (lr=1.7183e-04) (hash(x)=24909904)
+636 train 7.880657 (lr=1.7182e-04) (hash(x)=23049534)
+637 train 7.927631 (lr=1.7180e-04) (hash(x)=24321591)
+638 train 7.726500 (lr=1.7179e-04) (hash(x)=26153298)
+639 train 7.735223 (lr=1.7177e-04) (hash(x)=27140757)
+640 train 7.518934 (lr=1.7176e-04) (hash(x)=25115907)
+641 train 7.530434 (lr=1.7174e-04) (hash(x)=26563770)
+642 train 7.758817 (lr=1.7173e-04) (hash(x)=28089252)
+643 train 7.663906 (lr=1.7171e-04) (hash(x)=25993110)
+644 train 7.631489 (lr=1.7170e-04) (hash(x)=25150008)
+645 train 7.903270 (lr=1.7168e-04) (hash(x)=28520222)
+646 train 7.528654 (lr=1.7167e-04) (hash(x)=21349943)
+647 train 7.621273 (lr=1.7165e-04) (hash(x)=25149419)
+648 train 7.818038 (lr=1.7164e-04) (hash(x)=25730641)
+649 train 7.981137 (lr=1.7162e-04) (hash(x)=26112813)
+650 val loss 7.7294
+650 val perplexity 2274.2441
+650 train 7.790511 (lr=1.7161e-04) (hash(x)=25907805)
+651 train 7.806339 (lr=1.7159e-04) (hash(x)=27623643)
+652 train 7.764076 (lr=1.7158e-04) (hash(x)=26484959)
+653 train 7.827988 (lr=1.7156e-04) (hash(x)=29199854)
+654 train 7.812210 (lr=1.7155e-04) (hash(x)=28369628)
+655 train 7.713840 (lr=1.7153e-04) (hash(x)=24727764)
+656 train 7.390821 (lr=1.7152e-04) (hash(x)=22610673)
+657 train 7.356810 (lr=1.7150e-04) (hash(x)=22667179)
+658 train 7.121443 (lr=1.7149e-04) (hash(x)=18477300)
+659 train 7.552818 (lr=1.7147e-04) (hash(x)=23155773)
+660 train 7.338097 (lr=1.7146e-04) (hash(x)=19461032)
+661 train 7.618704 (lr=1.7144e-04) (hash(x)=23453788)
+662 train 7.739968 (lr=1.7143e-04) (hash(x)=24543466)
+663 train 7.521082 (lr=1.7141e-04) (hash(x)=21935931)
+664 train 7.371078 (lr=1.7140e-04) (hash(x)=19910292)
+665 train 7.657140 (lr=1.7138e-04) (hash(x)=24481079)
+666 train 7.305183 (lr=1.7137e-04) (hash(x)=18922411)
+667 train 7.353450 (lr=1.7135e-04) (hash(x)=20054917)
+668 train 7.604661 (lr=1.7133e-04) (hash(x)=24850470)
+669 train 7.624916 (lr=1.7132e-04) (hash(x)=25907741)
+670 train 7.798694 (lr=1.7130e-04) (hash(x)=26873522)
+671 train 7.817029 (lr=1.7129e-04) (hash(x)=27606073)
+672 train 7.915307 (lr=1.7127e-04) (hash(x)=26209645)
+673 train 7.790010 (lr=1.7126e-04) (hash(x)=25202001)
+674 train 7.868245 (lr=1.7124e-04) (hash(x)=25569462)
+675 train 7.817142 (lr=1.7122e-04) (hash(x)=26534487)
+676 train 7.841296 (lr=1.7121e-04) (hash(x)=26455057)
+677 train 7.680051 (lr=1.7119e-04) (hash(x)=24095850)
+678 train 7.880416 (lr=1.7118e-04) (hash(x)=25287752)
+679 train 7.352987 (lr=1.7116e-04) (hash(x)=22450341)
+680 train 8.091970 (lr=1.7115e-04) (hash(x)=29004853)
+681 train 7.782854 (lr=1.7113e-04) (hash(x)=27993763)
+682 train 7.621036 (lr=1.7111e-04) (hash(x)=26382658)
+683 train 7.761942 (lr=1.7110e-04) (hash(x)=25013073)
+684 train 7.821218 (lr=1.7108e-04) (hash(x)=30595809)
+685 train 7.877956 (lr=1.7107e-04) (hash(x)=30934371)
+686 train 8.504541 (lr=1.7105e-04) (hash(x)=33060834)
+687 train 7.729842 (lr=1.7103e-04) (hash(x)=25945859)
+688 train 7.554431 (lr=1.7102e-04) (hash(x)=23375678)
+689 train 7.643514 (lr=1.7100e-04) (hash(x)=25218689)
+690 train 7.777663 (lr=1.7098e-04) (hash(x)=28127397)
+691 train 7.664585 (lr=1.7097e-04) (hash(x)=24418091)
+692 train 7.617474 (lr=1.7095e-04) (hash(x)=22761099)
+693 train 7.583014 (lr=1.7094e-04) (hash(x)=24615466)
+694 train 7.718421 (lr=1.7092e-04) (hash(x)=24699240)
+695 train 7.626390 (lr=1.7090e-04) (hash(x)=21613707)
+696 train 7.730196 (lr=1.7089e-04) (hash(x)=24977554)
+697 train 7.640154 (lr=1.7087e-04) (hash(x)=24348175)
+698 train 7.795418 (lr=1.7085e-04) (hash(x)=25102767)
+699 train 7.758272 (lr=1.7084e-04) (hash(x)=26386157)
+700 val loss 7.6815
+700 val perplexity 2167.8877
+700 train 7.706180 (lr=1.7082e-04) (hash(x)=26423460)
+701 train 7.661465 (lr=1.7080e-04) (hash(x)=25771047)
+702 train 7.743360 (lr=1.7079e-04) (hash(x)=26999875)
+703 train 7.669744 (lr=1.7077e-04) (hash(x)=24396519)
+704 train 7.708508 (lr=1.7075e-04) (hash(x)=22588122)
+705 train 8.034514 (lr=1.7074e-04) (hash(x)=25142399)
+706 train 7.781635 (lr=1.7072e-04) (hash(x)=20440214)
+707 train 7.645888 (lr=1.7070e-04) (hash(x)=23265507)
+708 train 7.688464 (lr=1.7069e-04) (hash(x)=24563470)
+709 train 7.570317 (lr=1.7067e-04) (hash(x)=22514858)
+710 train 7.948339 (lr=1.7065e-04) (hash(x)=26691212)
+711 train 7.953973 (lr=1.7064e-04) (hash(x)=29138828)
+712 train 7.937216 (lr=1.7062e-04) (hash(x)=28028528)
+713 train 7.760793 (lr=1.7060e-04) (hash(x)=20531210)
+714 train 7.647729 (lr=1.7059e-04) (hash(x)=25075352)
+715 train 7.744214 (lr=1.7057e-04) (hash(x)=24265353)
+716 train 7.827826 (lr=1.7055e-04) (hash(x)=24635726)
+717 train 7.697396 (lr=1.7053e-04) (hash(x)=24999726)
+718 train 7.888831 (lr=1.7052e-04) (hash(x)=27412910)
+719 train 7.656374 (lr=1.7050e-04) (hash(x)=24685515)
+720 train 7.712212 (lr=1.7048e-04) (hash(x)=23780329)
+721 train 7.527562 (lr=1.7047e-04) (hash(x)=25071701)
+722 train 7.685020 (lr=1.7045e-04) (hash(x)=23767130)
+723 train 7.643761 (lr=1.7043e-04) (hash(x)=24876269)
+724 train 7.735713 (lr=1.7041e-04) (hash(x)=26405773)
+725 train 8.165403 (lr=1.7040e-04) (hash(x)=31733180)
+726 train 7.408630 (lr=1.7038e-04) (hash(x)=21337509)
+727 train 7.545536 (lr=1.7036e-04) (hash(x)=22825749)
+728 train 7.948776 (lr=1.7034e-04) (hash(x)=28638695)
+729 train 7.801473 (lr=1.7033e-04) (hash(x)=26393943)
+730 train 7.954348 (lr=1.7031e-04) (hash(x)=27563583)
+731 train 7.606117 (lr=1.7029e-04) (hash(x)=21239652)
+732 train 7.696134 (lr=1.7027e-04) (hash(x)=23986428)
+733 train 7.562923 (lr=1.7026e-04) (hash(x)=24943881)
+734 train 8.098062 (lr=1.7024e-04) (hash(x)=29691448)
+735 train 8.036704 (lr=1.7022e-04) (hash(x)=28767869)
+736 train 7.717353 (lr=1.7020e-04) (hash(x)=23628188)
+737 train 7.992351 (lr=1.7019e-04) (hash(x)=29341482)
+738 train 7.805206 (lr=1.7017e-04) (hash(x)=30336570)
+739 train 7.741112 (lr=1.7015e-04) (hash(x)=25614301)
+740 train 7.683107 (lr=1.7013e-04) (hash(x)=24160500)
+741 train 7.866966 (lr=1.7011e-04) (hash(x)=26030058)
+742 train 8.241831 (lr=1.7010e-04) (hash(x)=29243936)
+743 train 7.565448 (lr=1.7008e-04) (hash(x)=21159060)
+744 train 7.704720 (lr=1.7006e-04) (hash(x)=23701853)
+745 train 7.835542 (lr=1.7004e-04) (hash(x)=24629937)
+746 train 7.759647 (lr=1.7002e-04) (hash(x)=25110108)
+747 train 7.835519 (lr=1.7001e-04) (hash(x)=26751788)
+748 train 7.874393 (lr=1.6999e-04) (hash(x)=26430427)
+749 train 7.709459 (lr=1.6997e-04) (hash(x)=26012353)
+750 val loss 7.7513
+750 val perplexity 2324.5356
+750 train 7.859540 (lr=1.6995e-04) (hash(x)=22735910)
+751 train 7.632919 (lr=1.6993e-04) (hash(x)=25045397)
+752 train 7.350521 (lr=1.6992e-04) (hash(x)=21554427)
+753 train 7.461456 (lr=1.6990e-04) (hash(x)=23751143)
+754 train 8.221103 (lr=1.6988e-04) (hash(x)=28602273)
+755 train 8.276053 (lr=1.6986e-04) (hash(x)=29989709)
+756 train 7.639481 (lr=1.6984e-04) (hash(x)=22331648)
+757 train 8.078233 (lr=1.6982e-04) (hash(x)=31017246)
+758 train 7.980155 (lr=1.6981e-04) (hash(x)=29709045)
+759 train 8.017994 (lr=1.6979e-04) (hash(x)=25560928)
+760 train 7.720636 (lr=1.6977e-04) (hash(x)=25075464)
+761 train 7.759035 (lr=1.6975e-04) (hash(x)=27352253)
+762 train 7.961521 (lr=1.6973e-04) (hash(x)=28187891)
+763 train 7.837579 (lr=1.6971e-04) (hash(x)=26062687)
+764 train 7.795355 (lr=1.6970e-04) (hash(x)=27427811)
+765 train 7.904885 (lr=1.6968e-04) (hash(x)=27614522)
+766 train 7.654811 (lr=1.6966e-04) (hash(x)=26129544)
+767 train 8.221364 (lr=1.6964e-04) (hash(x)=28959222)
+768 train 7.773609 (lr=1.6962e-04) (hash(x)=26860067)
+769 train 7.545242 (lr=1.6960e-04) (hash(x)=25122598)
+770 train 7.625352 (lr=1.6958e-04) (hash(x)=25245030)
+771 train 7.648677 (lr=1.6956e-04) (hash(x)=25434884)
+772 train 7.732419 (lr=1.6955e-04) (hash(x)=27732790)
+773 train 7.737866 (lr=1.6953e-04) (hash(x)=27824438)
+774 train 7.878807 (lr=1.6951e-04) (hash(x)=27201953)
+775 train 7.606287 (lr=1.6949e-04) (hash(x)=21248405)
+776 train 7.412537 (lr=1.6947e-04) (hash(x)=22805934)
+777 train 7.703955 (lr=1.6945e-04) (hash(x)=26482588)
+778 train 7.753973 (lr=1.6943e-04) (hash(x)=24153691)
+779 train 7.901332 (lr=1.6941e-04) (hash(x)=25044192)
+780 train 7.820255 (lr=1.6939e-04) (hash(x)=25910078)
+781 train 7.823489 (lr=1.6937e-04) (hash(x)=28645524)
+782 train 7.623977 (lr=1.6936e-04) (hash(x)=24368498)
+783 train 7.675780 (lr=1.6934e-04) (hash(x)=25830182)
+784 train 7.789500 (lr=1.6932e-04) (hash(x)=29181807)
+785 train 7.716780 (lr=1.6930e-04) (hash(x)=25585137)
+786 train 7.641159 (lr=1.6928e-04) (hash(x)=24798246)
+787 train 7.793035 (lr=1.6926e-04) (hash(x)=26621419)
+788 train 7.345068 (lr=1.6924e-04) (hash(x)=21446891)
+789 train 7.313499 (lr=1.6922e-04) (hash(x)=22165286)
+790 train 7.530875 (lr=1.6920e-04) (hash(x)=23477219)
+791 train 7.799596 (lr=1.6918e-04) (hash(x)=25173113)
+792 train 7.640363 (lr=1.6916e-04) (hash(x)=25853788)
+793 train 7.768205 (lr=1.6914e-04) (hash(x)=27267091)
+794 train 7.605489 (lr=1.6912e-04) (hash(x)=23743694)
+795 train 7.578050 (lr=1.6910e-04) (hash(x)=24400133)
+796 train 7.659340 (lr=1.6908e-04) (hash(x)=23663639)
+797 train 7.525254 (lr=1.6906e-04) (hash(x)=23103223)
+798 train 8.089225 (lr=1.6904e-04) (hash(x)=28748411)
+799 train 7.322277 (lr=1.6903e-04) (hash(x)=23486277)
+800 val loss 7.6615
+800 val perplexity 2124.9373
+800 train 7.666141 (lr=1.6901e-04) (hash(x)=25678518)
+801 train 7.602692 (lr=1.6899e-04) (hash(x)=23421286)
+802 train 7.724544 (lr=1.6897e-04) (hash(x)=26054104)
+803 train 7.727876 (lr=1.6895e-04) (hash(x)=25978130)
+804 train 7.770356 (lr=1.6893e-04) (hash(x)=26006525)
+805 train 7.725633 (lr=1.6891e-04) (hash(x)=25769432)
+806 train 7.511652 (lr=1.6889e-04) (hash(x)=22430795)
+807 train 7.940051 (lr=1.6887e-04) (hash(x)=28916006)
+808 train 7.719145 (lr=1.6885e-04) (hash(x)=25166800)
+809 train 7.817030 (lr=1.6883e-04) (hash(x)=24226056)
+810 train 7.656987 (lr=1.6881e-04) (hash(x)=25057934)
+811 train 8.463210 (lr=1.6879e-04) (hash(x)=33195100)
+812 train 7.856184 (lr=1.6877e-04) (hash(x)=26312888)
+813 train 8.036185 (lr=1.6875e-04) (hash(x)=27730410)
+814 train 7.887399 (lr=1.6873e-04) (hash(x)=27372474)
+815 train 7.688741 (lr=1.6871e-04) (hash(x)=25556929)
+816 train 7.789899 (lr=1.6869e-04) (hash(x)=26909985)
+817 train 7.611128 (lr=1.6867e-04) (hash(x)=25991247)
+818 train 7.820526 (lr=1.6865e-04) (hash(x)=27438141)
+819 train 7.946715 (lr=1.6863e-04) (hash(x)=29536986)
+820 train 7.663001 (lr=1.6860e-04) (hash(x)=24478391)
+821 train 7.636070 (lr=1.6858e-04) (hash(x)=26125216)
+822 train 7.670966 (lr=1.6856e-04) (hash(x)=26422130)
+823 train 7.908741 (lr=1.6854e-04) (hash(x)=29648798)
+824 train 7.559157 (lr=1.6852e-04) (hash(x)=21247770)
+825 train 7.689313 (lr=1.6850e-04) (hash(x)=23195388)
+826 train 7.633196 (lr=1.6848e-04) (hash(x)=25796725)
+827 train 7.668668 (lr=1.6846e-04) (hash(x)=23124767)
+828 train 7.721967 (lr=1.6844e-04) (hash(x)=25233464)
+829 train 7.693967 (lr=1.6842e-04) (hash(x)=25713275)
+830 train 7.628525 (lr=1.6840e-04) (hash(x)=25550167)
+831 train 7.502074 (lr=1.6838e-04) (hash(x)=24976217)
+832 train 7.798074 (lr=1.6836e-04) (hash(x)=28536827)
+833 train 7.768517 (lr=1.6834e-04) (hash(x)=27500801)
+834 train 7.539419 (lr=1.6832e-04) (hash(x)=25545765)
+835 train 7.567674 (lr=1.6830e-04) (hash(x)=23632825)
+836 train 7.588611 (lr=1.6828e-04) (hash(x)=25708009)
+837 train 7.686122 (lr=1.6825e-04) (hash(x)=24456276)
+838 train 7.787286 (lr=1.6823e-04) (hash(x)=29189855)
+839 train 8.014565 (lr=1.6821e-04) (hash(x)=31019606)
+840 train 7.881744 (lr=1.6819e-04) (hash(x)=26328013)
+841 train 7.804733 (lr=1.6817e-04) (hash(x)=25027904)
+842 train 7.563124 (lr=1.6815e-04) (hash(x)=23734189)
+843 train 7.836090 (lr=1.6813e-04) (hash(x)=28236580)
+844 train 7.624854 (lr=1.6811e-04) (hash(x)=26509780)
+845 train 7.707456 (lr=1.6809e-04) (hash(x)=25386473)
+846 train 7.644265 (lr=1.6807e-04) (hash(x)=24052671)
+847 train 7.828221 (lr=1.6804e-04) (hash(x)=28269421)
+848 train 7.254305 (lr=1.6802e-04) (hash(x)=22251724)
+849 train 7.501411 (lr=1.6800e-04) (hash(x)=24308447)
+850 val loss 7.6362
+850 val perplexity 2071.9050
+850 train 7.478826 (lr=1.6798e-04) (hash(x)=24242830)
+851 train 7.682560 (lr=1.6796e-04) (hash(x)=25563279)
+852 train 7.724414 (lr=1.6794e-04) (hash(x)=26354481)
+853 train 7.881339 (lr=1.6792e-04) (hash(x)=26152637)
+854 train 7.887187 (lr=1.6790e-04) (hash(x)=28051025)
+855 train 7.684831 (lr=1.6787e-04) (hash(x)=24865358)
+856 train 7.633850 (lr=1.6785e-04) (hash(x)=24288911)
+857 train 7.570179 (lr=1.6783e-04) (hash(x)=22230964)
+858 train 7.397775 (lr=1.6781e-04) (hash(x)=21303832)
+859 train 7.529411 (lr=1.6779e-04) (hash(x)=22155546)
+860 train 7.620584 (lr=1.6777e-04) (hash(x)=25296428)
+861 train 7.813111 (lr=1.6774e-04) (hash(x)=29142319)
+862 train 7.592836 (lr=1.6772e-04) (hash(x)=25545430)
+863 train 7.485735 (lr=1.6770e-04) (hash(x)=26984272)
+864 train 7.644051 (lr=1.6768e-04) (hash(x)=25429005)
+865 train 7.689318 (lr=1.6766e-04) (hash(x)=27077032)
+866 train 7.681050 (lr=1.6764e-04) (hash(x)=26494424)
+867 train 7.673886 (lr=1.6761e-04) (hash(x)=23193673)
+868 train 7.692712 (lr=1.6759e-04) (hash(x)=25075134)
+869 train 7.734848 (lr=1.6757e-04) (hash(x)=27112558)
+870 train 7.920256 (lr=1.6755e-04) (hash(x)=27436608)
+871 train 7.582253 (lr=1.6753e-04) (hash(x)=24544116)
+872 train 7.922910 (lr=1.6751e-04) (hash(x)=31632686)
+873 train 7.628797 (lr=1.6748e-04) (hash(x)=25890184)
+874 train 7.729749 (lr=1.6746e-04) (hash(x)=22887555)
+875 train 7.607375 (lr=1.6744e-04) (hash(x)=24547533)
+876 train 7.685849 (lr=1.6742e-04) (hash(x)=26553496)
+877 train 7.797742 (lr=1.6740e-04) (hash(x)=27467688)
+878 train 7.600615 (lr=1.6737e-04) (hash(x)=24766934)
+879 train 7.477905 (lr=1.6735e-04) (hash(x)=22059850)
+880 train 7.854568 (lr=1.6733e-04) (hash(x)=22871702)
+881 train 7.685977 (lr=1.6731e-04) (hash(x)=23893130)
+882 train 7.745206 (lr=1.6728e-04) (hash(x)=25125691)
+883 train 7.668643 (lr=1.6726e-04) (hash(x)=25994573)
+884 train 7.712099 (lr=1.6724e-04) (hash(x)=26076345)
+885 train 7.646685 (lr=1.6722e-04) (hash(x)=26577783)
+886 train 7.746223 (lr=1.6719e-04) (hash(x)=27395225)
+887 train 7.589161 (lr=1.6717e-04) (hash(x)=23926632)
+888 train 7.426359 (lr=1.6715e-04) (hash(x)=21737239)
+889 train 7.739007 (lr=1.6713e-04) (hash(x)=23574207)
+890 train 7.400384 (lr=1.6711e-04) (hash(x)=24365231)
+891 train 7.539457 (lr=1.6708e-04) (hash(x)=27111369)
+892 train 7.860123 (lr=1.6706e-04) (hash(x)=27290015)
+893 train 7.612851 (lr=1.6704e-04) (hash(x)=23979820)
+894 train 7.724153 (lr=1.6701e-04) (hash(x)=26450121)
+895 train 7.621486 (lr=1.6699e-04) (hash(x)=27025333)
+896 train 7.605535 (lr=1.6697e-04) (hash(x)=23624605)
+897 train 7.412668 (lr=1.6695e-04) (hash(x)=22846386)
+898 train 7.497858 (lr=1.6692e-04) (hash(x)=22970561)
+899 train 7.318714 (lr=1.6690e-04) (hash(x)=16908068)
+900 val loss 7.6127
+900 val perplexity 2023.8004
+900 train 7.574756 (lr=1.6688e-04) (hash(x)=24661446)
+901 train 7.697389 (lr=1.6686e-04) (hash(x)=25664727)
+902 train 7.649976 (lr=1.6683e-04) (hash(x)=25667011)
+903 train 7.707136 (lr=1.6681e-04) (hash(x)=29120407)
+904 train 7.756098 (lr=1.6679e-04) (hash(x)=23385735)
+905 train 7.764527 (lr=1.6676e-04) (hash(x)=25564213)
+906 train 7.839841 (lr=1.6674e-04) (hash(x)=25413898)
+907 train 7.760522 (lr=1.6672e-04) (hash(x)=27092710)
+908 train 7.520733 (lr=1.6670e-04) (hash(x)=25789923)
+909 train 7.619782 (lr=1.6667e-04) (hash(x)=28533197)
+910 train 7.477618 (lr=1.6665e-04) (hash(x)=22982996)
+911 train 7.560637 (lr=1.6663e-04) (hash(x)=23827393)
+912 train 7.281114 (lr=1.6660e-04) (hash(x)=21242640)
+913 train 7.645807 (lr=1.6658e-04) (hash(x)=24154233)
+914 train 7.644675 (lr=1.6656e-04) (hash(x)=24331967)
+915 train 7.913551 (lr=1.6653e-04) (hash(x)=32812727)
+916 train 7.561327 (lr=1.6651e-04) (hash(x)=23572994)
+917 train 7.566370 (lr=1.6649e-04) (hash(x)=26305435)
+918 train 7.626990 (lr=1.6646e-04) (hash(x)=26268355)
+919 train 7.798646 (lr=1.6644e-04) (hash(x)=27230027)
+920 train 7.582326 (lr=1.6642e-04) (hash(x)=23885377)
+921 train 7.523851 (lr=1.6639e-04) (hash(x)=23532437)
+922 train 7.598241 (lr=1.6637e-04) (hash(x)=25577034)
+923 train 7.750741 (lr=1.6635e-04) (hash(x)=25703381)
+924 train 7.728056 (lr=1.6632e-04) (hash(x)=27113866)
+925 train 7.560781 (lr=1.6630e-04) (hash(x)=26961429)
+926 train 7.374744 (lr=1.6628e-04) (hash(x)=21355372)
+927 train 7.514591 (lr=1.6625e-04) (hash(x)=24968260)
+928 train 7.504447 (lr=1.6623e-04) (hash(x)=25357517)
+929 train 7.603157 (lr=1.6620e-04) (hash(x)=24854265)
+930 train 7.358960 (lr=1.6618e-04) (hash(x)=21102770)
+931 train 7.686278 (lr=1.6616e-04) (hash(x)=25676468)
+932 train 7.569539 (lr=1.6613e-04) (hash(x)=22809869)
+933 train 7.699874 (lr=1.6611e-04) (hash(x)=25503865)
+934 train 7.539299 (lr=1.6609e-04) (hash(x)=24853995)
+935 train 7.721930 (lr=1.6606e-04) (hash(x)=27544803)
+936 train 7.794192 (lr=1.6604e-04) (hash(x)=25981933)
+937 train 7.469464 (lr=1.6601e-04) (hash(x)=24658683)
+938 train 7.674539 (lr=1.6599e-04) (hash(x)=23855201)
+939 train 7.602444 (lr=1.6597e-04) (hash(x)=24331407)
+940 train 7.811481 (lr=1.6594e-04) (hash(x)=29265551)
+941 train 7.469945 (lr=1.6592e-04) (hash(x)=21892556)
+942 train 7.530266 (lr=1.6589e-04) (hash(x)=27183405)
+943 train 7.511878 (lr=1.6587e-04) (hash(x)=26540663)
+944 train 7.474530 (lr=1.6585e-04) (hash(x)=25718393)
+945 train 7.641661 (lr=1.6582e-04) (hash(x)=26819462)
+946 train 7.651772 (lr=1.6580e-04) (hash(x)=27427540)
+947 train 7.640302 (lr=1.6577e-04) (hash(x)=25532657)
+948 train 7.841504 (lr=1.6575e-04) (hash(x)=27641372)
+949 train 7.595874 (lr=1.6573e-04) (hash(x)=26515570)
+950 val loss 7.6234
+950 val perplexity 2045.4226
+950 train 7.835465 (lr=1.6570e-04) (hash(x)=26911957)
+951 train 7.966291 (lr=1.6568e-04) (hash(x)=25856625)
+952 train 7.457469 (lr=1.6565e-04) (hash(x)=25219129)
+953 train 7.469446 (lr=1.6563e-04) (hash(x)=25260471)
+954 train 7.832213 (lr=1.6560e-04) (hash(x)=29373370)
+955 train 7.360553 (lr=1.6558e-04) (hash(x)=23437426)
+956 train 7.693813 (lr=1.6555e-04) (hash(x)=23769521)
+957 train 7.756078 (lr=1.6553e-04) (hash(x)=25961833)
+958 train 7.441335 (lr=1.6551e-04) (hash(x)=23582666)
+959 train 7.521280 (lr=1.6548e-04) (hash(x)=23164356)
+960 train 7.540817 (lr=1.6546e-04) (hash(x)=24443114)
+961 train 7.587901 (lr=1.6543e-04) (hash(x)=25052665)
+962 train 7.699053 (lr=1.6541e-04) (hash(x)=27802272)
+963 train 7.579333 (lr=1.6538e-04) (hash(x)=25957896)
+964 train 7.606296 (lr=1.6536e-04) (hash(x)=26737251)
+965 train 7.739632 (lr=1.6533e-04) (hash(x)=24723263)
+966 train 7.641620 (lr=1.6531e-04) (hash(x)=24707011)
+967 train 7.634706 (lr=1.6528e-04) (hash(x)=25646282)
+968 train 7.633557 (lr=1.6526e-04) (hash(x)=27544665)
+969 train 7.576479 (lr=1.6523e-04) (hash(x)=25851993)
+970 train 7.878831 (lr=1.6521e-04) (hash(x)=29059700)
+971 train 7.574074 (lr=1.6518e-04) (hash(x)=21513584)
+972 train 7.331154 (lr=1.6516e-04) (hash(x)=23151267)
+973 train 7.587656 (lr=1.6513e-04) (hash(x)=26017176)
+974 train 7.648091 (lr=1.6511e-04) (hash(x)=26979518)
+975 train 7.638368 (lr=1.6508e-04) (hash(x)=23843233)
+976 train 7.788170 (lr=1.6506e-04) (hash(x)=24193010)
+977 train 7.530814 (lr=1.6503e-04) (hash(x)=21476847)
+978 train 7.416140 (lr=1.6501e-04) (hash(x)=21366504)
+979 train 7.457855 (lr=1.6498e-04) (hash(x)=23226697)
+980 train 7.288515 (lr=1.6496e-04) (hash(x)=19961773)
+981 train 7.156036 (lr=1.6493e-04) (hash(x)=19772969)
+982 train 7.439067 (lr=1.6491e-04) (hash(x)=23110142)
+983 train 7.706069 (lr=1.6488e-04) (hash(x)=24506028)
+984 train 7.673940 (lr=1.6486e-04) (hash(x)=25480731)
+985 train 7.521862 (lr=1.6483e-04) (hash(x)=21077417)
+986 train 7.496033 (lr=1.6481e-04) (hash(x)=23686713)
+987 train 7.572399 (lr=1.6478e-04) (hash(x)=26024321)
+988 train 7.651747 (lr=1.6476e-04) (hash(x)=27424109)
+989 train 7.759181 (lr=1.6473e-04) (hash(x)=27786174)
+990 train 7.571349 (lr=1.6471e-04) (hash(x)=25232502)
+991 train 7.542829 (lr=1.6468e-04) (hash(x)=22781277)
+992 train 7.652476 (lr=1.6465e-04) (hash(x)=26184527)
+993 train 7.639860 (lr=1.6463e-04) (hash(x)=24459895)
+994 train 7.588848 (lr=1.6460e-04) (hash(x)=25244624)
+995 train 7.713829 (lr=1.6458e-04) (hash(x)=24451843)
+996 train 7.712982 (lr=1.6455e-04) (hash(x)=22129897)
+997 train 7.497284 (lr=1.6453e-04) (hash(x)=21116390)
+998 train 7.332460 (lr=1.6450e-04) (hash(x)=20650070)
+999 train 7.661711 (lr=1.6448e-04) (hash(x)=24948650)
+1000 val loss 7.5584
+1000 val perplexity 1916.7217
+1000 train 7.543390 (lr=1.6445e-04) (hash(x)=25444553)
+1001 train 7.547352 (lr=1.6442e-04) (hash(x)=25617781)
+1002 train 7.464306 (lr=1.6440e-04) (hash(x)=23862434)
+1003 train 7.471817 (lr=1.6437e-04) (hash(x)=25559534)
+1004 train 7.663404 (lr=1.6435e-04) (hash(x)=26577585)
+1005 train 7.557469 (lr=1.6432e-04) (hash(x)=25546274)
+1006 train 7.604799 (lr=1.6429e-04) (hash(x)=26284202)
+1007 train 7.619762 (lr=1.6427e-04) (hash(x)=26373991)
+1008 train 7.519027 (lr=1.6424e-04) (hash(x)=24612851)
+1009 train 7.591035 (lr=1.6422e-04) (hash(x)=26410662)
+1010 train 7.637231 (lr=1.6419e-04) (hash(x)=23824841)
+1011 train 7.917149 (lr=1.6416e-04) (hash(x)=27756673)
+1012 train 7.666471 (lr=1.6414e-04) (hash(x)=25427447)
+1013 train 7.681644 (lr=1.6411e-04) (hash(x)=23661686)
+1014 train 7.615179 (lr=1.6409e-04) (hash(x)=25129504)
+1015 train 7.545344 (lr=1.6406e-04) (hash(x)=23402396)
+1016 train 7.752231 (lr=1.6403e-04) (hash(x)=26145557)
+1017 train 7.553893 (lr=1.6401e-04) (hash(x)=26547918)
+1018 train 7.627826 (lr=1.6398e-04) (hash(x)=26653070)
+1019 train 7.625304 (lr=1.6395e-04) (hash(x)=28250354)
+1020 train 7.648270 (lr=1.6393e-04) (hash(x)=25437401)
+1021 train 7.655560 (lr=1.6390e-04) (hash(x)=25598861)
+1022 train 7.471212 (lr=1.6388e-04) (hash(x)=24572587)
+1023 train 7.549675 (lr=1.6385e-04) (hash(x)=21562133)
+1024 train 7.940937 (lr=1.6382e-04) (hash(x)=27718876)
+1025 train 7.498861 (lr=1.6380e-04) (hash(x)=25312391)
+1026 train 7.622500 (lr=1.6377e-04) (hash(x)=26579535)
+1027 train 7.827434 (lr=1.6374e-04) (hash(x)=27253861)
+1028 train 7.693004 (lr=1.6372e-04) (hash(x)=28451867)
+1029 train 7.466846 (lr=1.6369e-04) (hash(x)=26795921)
+1030 train 7.633473 (lr=1.6366e-04) (hash(x)=26147208)
+1031 train 7.680721 (lr=1.6364e-04) (hash(x)=25009210)
+1032 train 7.572872 (lr=1.6361e-04) (hash(x)=25213771)
+1033 train 7.479325 (lr=1.6358e-04) (hash(x)=26254538)
+1034 train 7.481206 (lr=1.6356e-04) (hash(x)=25565614)
+1035 train 7.315372 (lr=1.6353e-04) (hash(x)=23052577)
+1036 train 8.141792 (lr=1.6350e-04) (hash(x)=29630613)
+1037 train 7.442731 (lr=1.6348e-04) (hash(x)=23667224)
+1038 train 7.560707 (lr=1.6345e-04) (hash(x)=25740670)
+1039 train 7.618394 (lr=1.6342e-04) (hash(x)=27161811)
+1040 train 7.713490 (lr=1.6340e-04) (hash(x)=26385663)
+1041 train 7.393570 (lr=1.6337e-04) (hash(x)=26313522)
+1042 train 7.523889 (lr=1.6334e-04) (hash(x)=26814686)
+1043 train 7.681375 (lr=1.6331e-04) (hash(x)=27302459)
+1044 train 7.968834 (lr=1.6329e-04) (hash(x)=26758132)
+1045 train 7.619621 (lr=1.6326e-04) (hash(x)=26837963)
+1046 train 7.398077 (lr=1.6323e-04) (hash(x)=22089547)
+1047 train 7.864034 (lr=1.6321e-04) (hash(x)=29515100)
+1048 train 7.557961 (lr=1.6318e-04) (hash(x)=25471442)
+1049 train 7.532669 (lr=1.6315e-04) (hash(x)=26674478)
+1050 val loss 7.5367
+1050 val perplexity 1875.5698
+1050 train 7.496812 (lr=1.6312e-04) (hash(x)=25373386)
+1051 train 7.522821 (lr=1.6310e-04) (hash(x)=25318001)
+1052 train 7.674996 (lr=1.6307e-04) (hash(x)=27255021)
+1053 train 7.595891 (lr=1.6304e-04) (hash(x)=25174043)
+1054 train 7.351347 (lr=1.6302e-04) (hash(x)=23857597)
+1055 train 7.610411 (lr=1.6299e-04) (hash(x)=25305929)
+1056 train 7.632478 (lr=1.6296e-04) (hash(x)=27009246)
+1057 train 7.726689 (lr=1.6293e-04) (hash(x)=26175477)
+1058 train 7.446039 (lr=1.6291e-04) (hash(x)=22700025)
+1059 train 7.496140 (lr=1.6288e-04) (hash(x)=24339043)
+1060 train 7.345798 (lr=1.6285e-04) (hash(x)=22139900)
+1061 train 8.103783 (lr=1.6282e-04) (hash(x)=25412772)
+1062 train 7.570744 (lr=1.6280e-04) (hash(x)=27020849)
+1063 train 7.465217 (lr=1.6277e-04) (hash(x)=26808543)
+1064 train 7.319130 (lr=1.6274e-04) (hash(x)=23061527)
+1065 train 7.471527 (lr=1.6271e-04) (hash(x)=24738650)
+1066 train 7.332064 (lr=1.6269e-04) (hash(x)=24036715)
+1067 train 7.424606 (lr=1.6266e-04) (hash(x)=25763991)
+1068 train 7.645715 (lr=1.6263e-04) (hash(x)=27393753)
+1069 train 7.785608 (lr=1.6260e-04) (hash(x)=28182190)
+1070 train 7.415437 (lr=1.6257e-04) (hash(x)=23358569)
+1071 train 7.604885 (lr=1.6255e-04) (hash(x)=25669509)
+1072 train 7.737546 (lr=1.6252e-04) (hash(x)=29139024)
+1073 train 7.612181 (lr=1.6249e-04) (hash(x)=25616522)
+1074 train 7.530313 (lr=1.6246e-04) (hash(x)=25695789)
+1075 train 7.713933 (lr=1.6244e-04) (hash(x)=27676869)
+1076 train 7.560833 (lr=1.6241e-04) (hash(x)=25952695)
+1077 train 7.554889 (lr=1.6238e-04) (hash(x)=26316170)
+1078 train 7.473054 (lr=1.6235e-04) (hash(x)=24081867)
+1079 train 7.663252 (lr=1.6232e-04) (hash(x)=28435805)
+1080 train 7.560125 (lr=1.6230e-04) (hash(x)=23375063)
+1081 train 7.523125 (lr=1.6227e-04) (hash(x)=26869022)
+1082 train 7.450427 (lr=1.6224e-04) (hash(x)=25793007)
+1083 train 7.435131 (lr=1.6221e-04) (hash(x)=23455211)
+1084 train 7.415846 (lr=1.6218e-04) (hash(x)=20441501)
+1085 train 7.780500 (lr=1.6215e-04) (hash(x)=29321187)
+1086 train 7.905946 (lr=1.6213e-04) (hash(x)=32627505)
+1087 train 7.439182 (lr=1.6210e-04) (hash(x)=26482758)
+1088 train 7.331342 (lr=1.6207e-04) (hash(x)=21431511)
+1089 train 7.549268 (lr=1.6204e-04) (hash(x)=26046639)
+1090 train 7.620676 (lr=1.6201e-04) (hash(x)=27464841)
+1091 train 7.487348 (lr=1.6198e-04) (hash(x)=27068280)
+1092 train 7.387483 (lr=1.6196e-04) (hash(x)=23119133)
+1093 train 7.579176 (lr=1.6193e-04) (hash(x)=26782091)
+1094 train 7.597322 (lr=1.6190e-04) (hash(x)=26265326)
+1095 train 7.624825 (lr=1.6187e-04) (hash(x)=24929929)
+1096 train 7.477444 (lr=1.6184e-04) (hash(x)=23158628)
+1097 train 7.552299 (lr=1.6181e-04) (hash(x)=25950541)
+1098 train 7.393749 (lr=1.6179e-04) (hash(x)=22093912)
+1099 train 7.498632 (lr=1.6176e-04) (hash(x)=25373676)
+1100 val loss 7.5081
+1100 val perplexity 1822.6707
+1100 train 7.232643 (lr=1.6173e-04) (hash(x)=18986670)
+1101 train 7.724878 (lr=1.6170e-04) (hash(x)=27283187)
+1102 train 7.483489 (lr=1.6167e-04) (hash(x)=25474743)
+1103 train 7.431072 (lr=1.6164e-04) (hash(x)=25043037)
+1104 train 7.314992 (lr=1.6161e-04) (hash(x)=23156261)
+1105 train 7.810301 (lr=1.6158e-04) (hash(x)=27027534)
+1106 train 7.395703 (lr=1.6156e-04) (hash(x)=22733630)
+1107 train 7.622375 (lr=1.6153e-04) (hash(x)=27906976)
+1108 train 7.584298 (lr=1.6150e-04) (hash(x)=27848655)
+1109 train 7.502892 (lr=1.6147e-04) (hash(x)=23889709)
+1110 train 8.517180 (lr=1.6144e-04) (hash(x)=33189918)
+1111 train 8.090714 (lr=1.6141e-04) (hash(x)=29151257)
+1112 train 7.792503 (lr=1.6138e-04) (hash(x)=23881512)
+1113 train 7.537641 (lr=1.6135e-04) (hash(x)=21307974)
+1114 train 7.560165 (lr=1.6132e-04) (hash(x)=25264524)
+1115 train 7.673641 (lr=1.6130e-04) (hash(x)=26405613)
+1116 train 7.398819 (lr=1.6127e-04) (hash(x)=21918678)
+1117 train 7.358135 (lr=1.6124e-04) (hash(x)=24233887)
+1118 train 7.018081 (lr=1.6121e-04) (hash(x)=19490509)
+1119 train 7.615706 (lr=1.6118e-04) (hash(x)=26400365)
+1120 train 7.882889 (lr=1.6115e-04) (hash(x)=28572086)
+1121 train 7.303544 (lr=1.6112e-04) (hash(x)=22293114)
+1122 train 7.465824 (lr=1.6109e-04) (hash(x)=26845479)
+1123 train 7.345229 (lr=1.6106e-04) (hash(x)=23971905)
+1124 train 7.560770 (lr=1.6103e-04) (hash(x)=25639959)
+1125 train 7.168092 (lr=1.6100e-04) (hash(x)=20076502)
+1126 train 7.574468 (lr=1.6097e-04) (hash(x)=25089255)
+1127 train 7.443711 (lr=1.6094e-04) (hash(x)=24098812)
+1128 train 7.490419 (lr=1.6092e-04) (hash(x)=23493707)
+1129 train 7.722633 (lr=1.6089e-04) (hash(x)=27610410)
+1130 train 7.515058 (lr=1.6086e-04) (hash(x)=24540186)
+1131 train 7.781557 (lr=1.6083e-04) (hash(x)=29402976)
+1132 train 7.359959 (lr=1.6080e-04) (hash(x)=23776025)
+1133 train 7.163855 (lr=1.6077e-04) (hash(x)=19032564)
+1134 train 7.661772 (lr=1.6074e-04) (hash(x)=26921117)
+1135 train 7.284368 (lr=1.6071e-04) (hash(x)=20967666)
+1136 train 7.301253 (lr=1.6068e-04) (hash(x)=23394540)
+1137 train 7.384447 (lr=1.6065e-04) (hash(x)=22666342)
+1138 train 7.579796 (lr=1.6062e-04) (hash(x)=23482498)
+1139 train 7.599653 (lr=1.6059e-04) (hash(x)=24287610)
+1140 train 7.669846 (lr=1.6056e-04) (hash(x)=24512831)
+1141 train 7.872277 (lr=1.6053e-04) (hash(x)=28637634)
+1142 train 8.082048 (lr=1.6050e-04) (hash(x)=24107127)
+1143 train 7.734046 (lr=1.6047e-04) (hash(x)=28667963)
+1144 train 7.666528 (lr=1.6044e-04) (hash(x)=26302492)
+1145 train 7.684637 (lr=1.6041e-04) (hash(x)=23621685)
+1146 train 7.477100 (lr=1.6038e-04) (hash(x)=23997414)
+1147 train 7.553605 (lr=1.6035e-04) (hash(x)=25974316)
+1148 train 7.507738 (lr=1.6032e-04) (hash(x)=23464988)
+1149 train 7.587698 (lr=1.6029e-04) (hash(x)=24487710)
+1150 val loss 7.5391
+1150 val perplexity 1880.1042
+1150 train 7.758972 (lr=1.6026e-04) (hash(x)=29610350)
+1151 train 7.819327 (lr=1.6023e-04) (hash(x)=27083417)
+1152 train 7.253648 (lr=1.6020e-04) (hash(x)=20666288)
+1153 train 7.319049 (lr=1.6017e-04) (hash(x)=22850633)
+1154 train 7.488446 (lr=1.6014e-04) (hash(x)=24741872)
+1155 train 7.845957 (lr=1.6011e-04) (hash(x)=28605205)
+1156 train 7.315434 (lr=1.6008e-04) (hash(x)=22624463)
+1157 train 7.594190 (lr=1.6005e-04) (hash(x)=24786468)
+1158 train 7.328096 (lr=1.6002e-04) (hash(x)=21365399)
+1159 train 7.536144 (lr=1.5999e-04) (hash(x)=23649001)
+1160 train 7.626086 (lr=1.5996e-04) (hash(x)=28203982)
+1161 train 7.528481 (lr=1.5993e-04) (hash(x)=26473994)
+1162 train 7.166494 (lr=1.5990e-04) (hash(x)=19476441)
+1163 train 7.466228 (lr=1.5987e-04) (hash(x)=25921700)
+1164 train 7.274451 (lr=1.5984e-04) (hash(x)=23064343)
+1165 train 7.431275 (lr=1.5981e-04) (hash(x)=24117626)
+1166 train 7.362593 (lr=1.5978e-04) (hash(x)=21764556)
+1167 train 8.170610 (lr=1.5975e-04) (hash(x)=31338300)
+1168 train 7.695019 (lr=1.5972e-04) (hash(x)=27443187)
+1169 train 7.167804 (lr=1.5969e-04) (hash(x)=21337692)
+1170 train 7.658267 (lr=1.5966e-04) (hash(x)=27845383)
+1171 train 7.446924 (lr=1.5963e-04) (hash(x)=23862328)
+1172 train 7.615964 (lr=1.5959e-04) (hash(x)=23811014)
+1173 train 7.583314 (lr=1.5956e-04) (hash(x)=24380098)
+1174 train 7.289512 (lr=1.5953e-04) (hash(x)=22351136)
+1175 train 7.542442 (lr=1.5950e-04) (hash(x)=30603174)
+1176 train 7.581048 (lr=1.5947e-04) (hash(x)=27924596)
+1177 train 7.951863 (lr=1.5944e-04) (hash(x)=30882548)
+1178 train 7.394983 (lr=1.5941e-04) (hash(x)=22339464)
+1179 train 7.225805 (lr=1.5938e-04) (hash(x)=23603806)
+1180 train 7.613984 (lr=1.5935e-04) (hash(x)=24809041)
+1181 train 7.422502 (lr=1.5932e-04) (hash(x)=24382442)
+1182 train 7.403043 (lr=1.5929e-04) (hash(x)=23134077)
+1183 train 7.416435 (lr=1.5926e-04) (hash(x)=24830965)
+1184 train 7.533511 (lr=1.5923e-04) (hash(x)=25527259)
+1185 train 7.568599 (lr=1.5919e-04) (hash(x)=25547480)
+1186 train 7.427390 (lr=1.5916e-04) (hash(x)=24424314)
+1187 train 7.765375 (lr=1.5913e-04) (hash(x)=32488729)
+1188 train 7.702773 (lr=1.5910e-04) (hash(x)=31168462)
+1189 train 7.936048 (lr=1.5907e-04) (hash(x)=31331643)
+1190 train 7.637991 (lr=1.5904e-04) (hash(x)=28746633)
+1191 train 7.619583 (lr=1.5901e-04) (hash(x)=27269893)
+1192 train 7.474124 (lr=1.5898e-04) (hash(x)=23484031)
+1193 train 7.487620 (lr=1.5895e-04) (hash(x)=23278725)
+1194 train 7.566138 (lr=1.5891e-04) (hash(x)=25440745)
+1195 train 7.561536 (lr=1.5888e-04) (hash(x)=25215077)
+1196 train 7.603525 (lr=1.5885e-04) (hash(x)=28309266)
+1197 train 7.328588 (lr=1.5882e-04) (hash(x)=22442404)
+1198 train 7.374450 (lr=1.5879e-04) (hash(x)=20775262)
+1199 train 7.469561 (lr=1.5876e-04) (hash(x)=24825041)
+1200 val loss 7.4817
+1200 val perplexity 1775.2908
+1200 train 7.612712 (lr=1.5873e-04) (hash(x)=29016896)
+1201 train 7.551678 (lr=1.5870e-04) (hash(x)=25590276)
+1202 train 7.442050 (lr=1.5866e-04) (hash(x)=22816384)
+1203 train 7.535152 (lr=1.5863e-04) (hash(x)=25893804)
+1204 train 7.418386 (lr=1.5860e-04) (hash(x)=23983816)
+1205 train 7.328066 (lr=1.5857e-04) (hash(x)=22222468)
+1206 train 7.369007 (lr=1.5854e-04) (hash(x)=23039141)
+1207 train 7.338351 (lr=1.5851e-04) (hash(x)=22724871)
+1208 train 7.411960 (lr=1.5847e-04) (hash(x)=25253062)
+1209 train 7.391090 (lr=1.5844e-04) (hash(x)=25140744)
+1210 train 7.455493 (lr=1.5841e-04) (hash(x)=24717218)
+1211 train 7.563315 (lr=1.5838e-04) (hash(x)=27317554)
+1212 train 7.185674 (lr=1.5835e-04) (hash(x)=22013236)
+1213 train 7.750203 (lr=1.5832e-04) (hash(x)=26692343)
+1214 train 7.225898 (lr=1.5828e-04) (hash(x)=19859225)
+1215 train 7.216344 (lr=1.5825e-04) (hash(x)=24683717)
+1216 train 7.269802 (lr=1.5822e-04) (hash(x)=21932013)
+1217 train 7.476266 (lr=1.5819e-04) (hash(x)=26849303)
+1218 train 7.583478 (lr=1.5816e-04) (hash(x)=26458000)
+1219 train 7.400949 (lr=1.5813e-04) (hash(x)=21584083)
+1220 train 7.761058 (lr=1.5809e-04) (hash(x)=23598625)
+1221 train 7.454823 (lr=1.5806e-04) (hash(x)=26059939)
+1222 train 7.688203 (lr=1.5803e-04) (hash(x)=25481982)
+1223 train 7.575513 (lr=1.5800e-04) (hash(x)=26190337)
+1224 train 7.753147 (lr=1.5797e-04) (hash(x)=28767755)
+1225 train 7.396193 (lr=1.5793e-04) (hash(x)=23663918)
+1226 train 7.483187 (lr=1.5790e-04) (hash(x)=21293227)
+1227 train 7.516974 (lr=1.5787e-04) (hash(x)=22249019)
+1228 train 7.611195 (lr=1.5784e-04) (hash(x)=26886529)
+1229 train 7.466918 (lr=1.5781e-04) (hash(x)=25779849)
+1230 train 7.569507 (lr=1.5777e-04) (hash(x)=26228964)
+1231 train 7.488758 (lr=1.5774e-04) (hash(x)=23086289)
+1232 train 7.598393 (lr=1.5771e-04) (hash(x)=23198922)
+1233 train 7.616962 (lr=1.5768e-04) (hash(x)=27523941)
+1234 train 7.393777 (lr=1.5764e-04) (hash(x)=24293992)
+1235 train 8.121901 (lr=1.5761e-04) (hash(x)=28047044)
+1236 train 7.578289 (lr=1.5758e-04) (hash(x)=23688671)
+1237 train 7.424941 (lr=1.5755e-04) (hash(x)=25125498)
+1238 train 7.321340 (lr=1.5752e-04) (hash(x)=21977292)
+1239 train 7.405428 (lr=1.5748e-04) (hash(x)=23593875)
+1240 train 7.316687 (lr=1.5745e-04) (hash(x)=22659030)
+1241 train 7.445021 (lr=1.5742e-04) (hash(x)=25117733)
+1242 train 7.425522 (lr=1.5739e-04) (hash(x)=22322808)
+1243 train 7.458221 (lr=1.5735e-04) (hash(x)=26059735)
+1244 train 7.425632 (lr=1.5732e-04) (hash(x)=22485526)
+1245 train 7.347660 (lr=1.5729e-04) (hash(x)=23028679)
+1246 train 7.329940 (lr=1.5726e-04) (hash(x)=22906035)
+1247 train 7.269759 (lr=1.5722e-04) (hash(x)=22414190)
+1248 train 7.543332 (lr=1.5719e-04) (hash(x)=26229624)
+1249 train 7.336515 (lr=1.5716e-04) (hash(x)=22223137)
+1250 val loss 7.4741
+1250 val perplexity 1761.7474
+1250 train 7.596798 (lr=1.5712e-04) (hash(x)=24911520)
+1251 train 7.773571 (lr=1.5709e-04) (hash(x)=24204591)
+1252 train 7.361858 (lr=1.5706e-04) (hash(x)=24379601)
+1253 train 7.322963 (lr=1.5703e-04) (hash(x)=22922475)
+1254 train 7.351243 (lr=1.5699e-04) (hash(x)=23426249)
+1255 train 7.641969 (lr=1.5696e-04) (hash(x)=26758114)
+1256 train 7.270770 (lr=1.5693e-04) (hash(x)=24027111)
+1257 train 7.471607 (lr=1.5690e-04) (hash(x)=25358064)
+1258 train 7.349671 (lr=1.5686e-04) (hash(x)=22571285)
+1259 train 7.729805 (lr=1.5683e-04) (hash(x)=20084233)
+1260 train 7.536771 (lr=1.5680e-04) (hash(x)=18786581)
+1261 train 7.458708 (lr=1.5676e-04) (hash(x)=26395104)
+1262 train 7.336571 (lr=1.5673e-04) (hash(x)=24212567)
+1263 train 7.200527 (lr=1.5670e-04) (hash(x)=21563184)
+1264 train 7.482780 (lr=1.5666e-04) (hash(x)=26490150)
+1265 train 7.554443 (lr=1.5663e-04) (hash(x)=25207694)
+1266 train 7.400524 (lr=1.5660e-04) (hash(x)=23914544)
+1267 train 7.395879 (lr=1.5656e-04) (hash(x)=23861489)
+1268 train 7.825003 (lr=1.5653e-04) (hash(x)=30714540)
+1269 train 7.376973 (lr=1.5650e-04) (hash(x)=23471007)
+1270 train 7.354332 (lr=1.5647e-04) (hash(x)=23244293)
+1271 train 7.309165 (lr=1.5643e-04) (hash(x)=19218470)
+1272 train 7.555104 (lr=1.5640e-04) (hash(x)=26965136)
+1273 train 7.320985 (lr=1.5637e-04) (hash(x)=22944035)
+1274 train 7.369506 (lr=1.5633e-04) (hash(x)=22002714)
+1275 train 7.653813 (lr=1.5630e-04) (hash(x)=28469562)
+1276 train 7.722650 (lr=1.5627e-04) (hash(x)=26889992)
+1277 train 7.730966 (lr=1.5623e-04) (hash(x)=26452814)
+1278 train 7.532478 (lr=1.5620e-04) (hash(x)=28397488)
+1279 train 7.640904 (lr=1.5617e-04) (hash(x)=25588469)
+1280 train 7.495924 (lr=1.5613e-04) (hash(x)=24833139)
+1281 train 7.357759 (lr=1.5610e-04) (hash(x)=24788298)
+1282 train 7.592179 (lr=1.5606e-04) (hash(x)=24979383)
+1283 train 7.576042 (lr=1.5603e-04) (hash(x)=25236367)
+1284 train 7.417902 (lr=1.5600e-04) (hash(x)=22638257)
+1285 train 7.279494 (lr=1.5596e-04) (hash(x)=23069067)
+1286 train 7.426389 (lr=1.5593e-04) (hash(x)=25133239)
+1287 train 8.013191 (lr=1.5590e-04) (hash(x)=30433767)
+1288 train 8.034369 (lr=1.5586e-04) (hash(x)=34319079)
+1289 train 7.871329 (lr=1.5583e-04) (hash(x)=29268881)
+1290 train 7.468839 (lr=1.5580e-04) (hash(x)=24528336)
+1291 train 7.669005 (lr=1.5576e-04) (hash(x)=26302626)
+1292 train 7.647795 (lr=1.5573e-04) (hash(x)=25479111)
+1293 train 7.784416 (lr=1.5569e-04) (hash(x)=24749682)
+1294 train 7.444309 (lr=1.5566e-04) (hash(x)=24111393)
+1295 train 7.170801 (lr=1.5563e-04) (hash(x)=17851621)
+1296 train 7.426007 (lr=1.5559e-04) (hash(x)=26463070)
+1297 train 7.457768 (lr=1.5556e-04) (hash(x)=25620741)
+1298 train 8.097748 (lr=1.5553e-04) (hash(x)=28225676)
+1299 train 7.884492 (lr=1.5549e-04) (hash(x)=27028191)
+1300 val loss 7.4791
+1300 val perplexity 1770.6874
+1300 train 7.521896 (lr=1.5546e-04) (hash(x)=29006516)
+1301 train 7.662591 (lr=1.5542e-04) (hash(x)=27590299)
+1302 train 7.809332 (lr=1.5539e-04) (hash(x)=28678983)
+1303 train 7.651718 (lr=1.5536e-04) (hash(x)=25183690)
+1304 train 7.193331 (lr=1.5532e-04) (hash(x)=19918097)
+1305 train 7.961546 (lr=1.5529e-04) (hash(x)=31114252)
+1306 train 7.900534 (lr=1.5525e-04) (hash(x)=30913255)
+1307 train 7.509287 (lr=1.5522e-04) (hash(x)=26182243)
+1308 train 7.723520 (lr=1.5518e-04) (hash(x)=27420668)
+1309 train 8.007326 (lr=1.5515e-04) (hash(x)=30419908)
+1310 train 7.860973 (lr=1.5512e-04) (hash(x)=29002281)
+1311 train 7.532201 (lr=1.5508e-04) (hash(x)=27040642)
+1312 train 7.429742 (lr=1.5505e-04) (hash(x)=26929300)
+1313 train 7.532341 (lr=1.5501e-04) (hash(x)=26240761)
+1314 train 7.589382 (lr=1.5498e-04) (hash(x)=27161876)
+1315 train 7.447053 (lr=1.5494e-04) (hash(x)=24489607)
+1316 train 7.787213 (lr=1.5491e-04) (hash(x)=27040115)
+1317 train 7.486198 (lr=1.5488e-04) (hash(x)=25012872)
+1318 train 7.134552 (lr=1.5484e-04) (hash(x)=20894720)
+1319 train 7.259805 (lr=1.5481e-04) (hash(x)=22183303)
+1320 train 7.457572 (lr=1.5477e-04) (hash(x)=26291778)
+1321 train 7.564248 (lr=1.5474e-04) (hash(x)=27682633)
+1322 train 7.388132 (lr=1.5470e-04) (hash(x)=26490892)
+1323 train 7.837026 (lr=1.5467e-04) (hash(x)=28844646)
+1324 train 8.147737 (lr=1.5463e-04) (hash(x)=29545304)
+1325 train 8.257640 (lr=1.5460e-04) (hash(x)=31082070)
+1326 train 7.849966 (lr=1.5457e-04) (hash(x)=27486316)
+1327 train 7.798638 (lr=1.5453e-04) (hash(x)=27537063)
+1328 train 7.536914 (lr=1.5450e-04) (hash(x)=26955557)
+1329 train 7.554495 (lr=1.5446e-04) (hash(x)=26125988)
+1330 train 7.582330 (lr=1.5443e-04) (hash(x)=22800125)
+1331 train 7.737494 (lr=1.5439e-04) (hash(x)=25446686)
+1332 train 7.819963 (lr=1.5436e-04) (hash(x)=28743746)
+1333 train 7.581386 (lr=1.5432e-04) (hash(x)=19819857)
+1334 train 7.331370 (lr=1.5429e-04) (hash(x)=23518628)
+1335 train 7.215584 (lr=1.5425e-04) (hash(x)=19492832)
+1336 train 7.511508 (lr=1.5422e-04) (hash(x)=24627720)
+1337 train 7.375072 (lr=1.5418e-04) (hash(x)=23741214)
+1338 train 7.435503 (lr=1.5415e-04) (hash(x)=25837914)
+1339 train 7.380391 (lr=1.5411e-04) (hash(x)=25484958)
+1340 train 7.359990 (lr=1.5408e-04) (hash(x)=23671284)
+1341 train 7.530828 (lr=1.5404e-04) (hash(x)=25525370)
+1342 train 7.579814 (lr=1.5401e-04) (hash(x)=26585300)
+1343 train 7.663603 (lr=1.5397e-04) (hash(x)=25951629)
+1344 train 7.836441 (lr=1.5394e-04) (hash(x)=28743135)
+1345 train 8.017888 (lr=1.5390e-04) (hash(x)=28557663)
+1346 train 7.337733 (lr=1.5387e-04) (hash(x)=22642751)
+1347 train 7.237900 (lr=1.5383e-04) (hash(x)=23462798)
+1348 train 7.108848 (lr=1.5380e-04) (hash(x)=24292328)
+1349 train 7.463001 (lr=1.5376e-04) (hash(x)=27320280)
+1350 val loss 7.4648
+1350 val perplexity 1745.4646
+1350 train 7.666066 (lr=1.5373e-04) (hash(x)=27352812)
+1351 train 7.498456 (lr=1.5369e-04) (hash(x)=22408682)
+1352 train 7.407781 (lr=1.5366e-04) (hash(x)=23144732)
+1353 train 7.286624 (lr=1.5362e-04) (hash(x)=22230799)
+1354 train 7.666907 (lr=1.5359e-04) (hash(x)=29747687)
+1355 train 7.866934 (lr=1.5355e-04) (hash(x)=31317970)
+1356 train 7.143440 (lr=1.5351e-04) (hash(x)=20131758)
+1357 train 7.487061 (lr=1.5348e-04) (hash(x)=24020983)
+1358 train 7.344257 (lr=1.5344e-04) (hash(x)=23998051)
+1359 train 7.454865 (lr=1.5341e-04) (hash(x)=27633457)
+1360 train 7.171367 (lr=1.5337e-04) (hash(x)=20155247)
+1361 train 7.445308 (lr=1.5334e-04) (hash(x)=23766987)
+1362 train 7.306030 (lr=1.5330e-04) (hash(x)=25960383)
+1363 train 7.596645 (lr=1.5327e-04) (hash(x)=23729283)
+1364 train 7.700356 (lr=1.5323e-04) (hash(x)=27775445)
+1365 train 7.544506 (lr=1.5320e-04) (hash(x)=25975834)
+1366 train 7.406235 (lr=1.5316e-04) (hash(x)=22765259)
+1367 train 7.621784 (lr=1.5312e-04) (hash(x)=27635080)
+1368 train 7.412369 (lr=1.5309e-04) (hash(x)=23848542)
+1369 train 7.543996 (lr=1.5305e-04) (hash(x)=27181156)
+1370 train 7.695312 (lr=1.5302e-04) (hash(x)=28321340)
+1371 train 7.393507 (lr=1.5298e-04) (hash(x)=25918780)
+1372 train 7.427509 (lr=1.5295e-04) (hash(x)=23338297)
+1373 train 7.552453 (lr=1.5291e-04) (hash(x)=22370417)
+1374 train 7.480520 (lr=1.5287e-04) (hash(x)=24272668)
+1375 train 7.165249 (lr=1.5284e-04) (hash(x)=22287596)
+1376 train 7.339113 (lr=1.5280e-04) (hash(x)=25257403)
+1377 train 7.287426 (lr=1.5277e-04) (hash(x)=21584419)
+1378 train 7.472504 (lr=1.5273e-04) (hash(x)=25318823)
+1379 train 7.278699 (lr=1.5269e-04) (hash(x)=22694623)
+1380 train 7.428266 (lr=1.5266e-04) (hash(x)=23743406)
+1381 train 7.642313 (lr=1.5262e-04) (hash(x)=30820846)
+1382 train 8.138744 (lr=1.5259e-04) (hash(x)=34639557)
+1383 train 8.000111 (lr=1.5255e-04) (hash(x)=35895440)
+1384 train 7.498882 (lr=1.5251e-04) (hash(x)=26304839)
+1385 train 7.665760 (lr=1.5248e-04) (hash(x)=27058657)
+1386 train 7.499512 (lr=1.5244e-04) (hash(x)=25209529)
+1387 train 7.416781 (lr=1.5241e-04) (hash(x)=24298886)
+1388 train 7.556879 (lr=1.5237e-04) (hash(x)=26200200)
+1389 train 7.419371 (lr=1.5233e-04) (hash(x)=27303061)
+1390 train 7.504757 (lr=1.5230e-04) (hash(x)=26531628)
+1391 train 7.512969 (lr=1.5226e-04) (hash(x)=25888847)
+1392 train 7.666158 (lr=1.5223e-04) (hash(x)=28924067)
+1393 train 7.130751 (lr=1.5219e-04) (hash(x)=21267641)
+1394 train 7.689270 (lr=1.5215e-04) (hash(x)=29419156)
+1395 train 7.966157 (lr=1.5212e-04) (hash(x)=30860646)
+1396 train 7.478372 (lr=1.5208e-04) (hash(x)=25744434)
+1397 train 7.445667 (lr=1.5204e-04) (hash(x)=26881837)
+1398 train 7.434922 (lr=1.5201e-04) (hash(x)=26676176)
+1399 train 7.650360 (lr=1.5197e-04) (hash(x)=26518800)
+1400 val loss 7.4653
+1400 val perplexity 1746.4312
+1400 train 7.405480 (lr=1.5193e-04) (hash(x)=25043238)
+1401 train 7.712903 (lr=1.5190e-04) (hash(x)=25863277)
+1402 train 7.377838 (lr=1.5186e-04) (hash(x)=24073623)
+1403 train 7.395004 (lr=1.5183e-04) (hash(x)=25385523)
+1404 train 7.446504 (lr=1.5179e-04) (hash(x)=24958112)
+1405 train 7.348476 (lr=1.5175e-04) (hash(x)=23362519)
+1406 train 7.627373 (lr=1.5172e-04) (hash(x)=29262616)
+1407 train 8.020415 (lr=1.5168e-04) (hash(x)=37519283)
+1408 train 8.289393 (lr=1.5164e-04) (hash(x)=33716930)
+1409 train 7.474264 (lr=1.5161e-04) (hash(x)=23392584)
+1410 train 7.862013 (lr=1.5157e-04) (hash(x)=22877779)
+1411 train 8.178482 (lr=1.5153e-04) (hash(x)=20564397)
+1412 train 7.660161 (lr=1.5150e-04) (hash(x)=24366235)
+1413 train 7.554844 (lr=1.5146e-04) (hash(x)=27065499)
+1414 train 7.431853 (lr=1.5142e-04) (hash(x)=26844114)
+1415 train 7.551484 (lr=1.5139e-04) (hash(x)=25141945)
+1416 train 7.747046 (lr=1.5135e-04) (hash(x)=28813116)
+1417 train 7.526576 (lr=1.5131e-04) (hash(x)=25466598)
+1418 train 7.411973 (lr=1.5127e-04) (hash(x)=22800032)
+1419 train 7.489392 (lr=1.5124e-04) (hash(x)=22717866)
+1420 train 7.976364 (lr=1.5120e-04) (hash(x)=28040763)
+1421 train 8.108578 (lr=1.5116e-04) (hash(x)=29648992)
+1422 train 8.044365 (lr=1.5113e-04) (hash(x)=31747228)
+1423 train 7.495793 (lr=1.5109e-04) (hash(x)=28527939)
+1424 train 7.420993 (lr=1.5105e-04) (hash(x)=21563992)
+1425 train 7.371742 (lr=1.5102e-04) (hash(x)=25134784)
+1426 train 7.588643 (lr=1.5098e-04) (hash(x)=28442823)
+1427 train 8.118483 (lr=1.5094e-04) (hash(x)=32757059)
+1428 train 7.351521 (lr=1.5090e-04) (hash(x)=24110500)
+1429 train 7.468442 (lr=1.5087e-04) (hash(x)=24145729)
+1430 train 7.434157 (lr=1.5083e-04) (hash(x)=23541086)
+1431 train 7.320406 (lr=1.5079e-04) (hash(x)=21942471)
+1432 train 7.430222 (lr=1.5076e-04) (hash(x)=24736836)
+1433 train 7.549958 (lr=1.5072e-04) (hash(x)=25325444)
+1434 train 7.539627 (lr=1.5068e-04) (hash(x)=25188954)
+1435 train 8.091921 (lr=1.5064e-04) (hash(x)=24247339)
+1436 train 7.552831 (lr=1.5061e-04) (hash(x)=23773363)
+1437 train 7.311327 (lr=1.5057e-04) (hash(x)=24142989)
+1438 train 7.310293 (lr=1.5053e-04) (hash(x)=24226952)
+1439 train 7.493487 (lr=1.5050e-04) (hash(x)=24955630)
+1440 train 7.458438 (lr=1.5046e-04) (hash(x)=24563233)
+1441 train 7.582241 (lr=1.5042e-04) (hash(x)=25491335)
+1442 train 7.917112 (lr=1.5038e-04) (hash(x)=33253763)
+1443 train 7.365851 (lr=1.5035e-04) (hash(x)=21368780)
+1444 train 7.392576 (lr=1.5031e-04) (hash(x)=26615500)
+1445 train 7.613494 (lr=1.5027e-04) (hash(x)=27146278)
+1446 train 7.453125 (lr=1.5023e-04) (hash(x)=25904861)
+1447 train 7.338226 (lr=1.5020e-04) (hash(x)=25541230)
+1448 train 7.486239 (lr=1.5016e-04) (hash(x)=25434227)
+1449 train 7.467427 (lr=1.5012e-04) (hash(x)=25375355)
+1450 val loss 7.4442
+1450 val perplexity 1709.9144
+1450 train 7.313615 (lr=1.5008e-04) (hash(x)=21921129)
+1451 train 7.299707 (lr=1.5005e-04) (hash(x)=23098806)
+1452 train 7.358450 (lr=1.5001e-04) (hash(x)=22000544)
+1453 train 7.268056 (lr=1.4997e-04) (hash(x)=22061174)
+1454 train 7.331020 (lr=1.4993e-04) (hash(x)=24326286)
+1455 train 7.356641 (lr=1.4989e-04) (hash(x)=23501481)
+1456 train 7.556746 (lr=1.4986e-04) (hash(x)=26397938)
+1457 train 7.495956 (lr=1.4982e-04) (hash(x)=24656430)
+1458 train 7.244199 (lr=1.4978e-04) (hash(x)=23494971)
+1459 train 7.305135 (lr=1.4974e-04) (hash(x)=23802681)
+1460 train 7.327974 (lr=1.4971e-04) (hash(x)=21990153)
+1461 train 7.346887 (lr=1.4967e-04) (hash(x)=23496118)
+1462 train 7.322493 (lr=1.4963e-04) (hash(x)=24233822)
+1463 train 7.664884 (lr=1.4959e-04) (hash(x)=22754988)
+1464 train 7.373241 (lr=1.4955e-04) (hash(x)=23116635)
+1465 train 7.095895 (lr=1.4952e-04) (hash(x)=21461650)
+1466 train 7.229153 (lr=1.4948e-04) (hash(x)=22274473)
+1467 train 7.276761 (lr=1.4944e-04) (hash(x)=22183009)
+1468 train 7.503443 (lr=1.4940e-04) (hash(x)=24972441)
+1469 train 7.282526 (lr=1.4936e-04) (hash(x)=22300616)
+1470 train 7.056465 (lr=1.4933e-04) (hash(x)=21443060)
+1471 train 7.317593 (lr=1.4929e-04) (hash(x)=23475070)
+1472 train 7.232390 (lr=1.4925e-04) (hash(x)=22316810)
+1473 train 7.682640 (lr=1.4921e-04) (hash(x)=24508407)
+1474 train 7.648161 (lr=1.4917e-04) (hash(x)=24603557)
+1475 train 7.320426 (lr=1.4914e-04) (hash(x)=23359061)
+1476 train 7.371121 (lr=1.4910e-04) (hash(x)=22950844)
+1477 train 7.471535 (lr=1.4906e-04) (hash(x)=22588667)
+1478 train 7.544460 (lr=1.4902e-04) (hash(x)=26083526)
+1479 train 7.486859 (lr=1.4898e-04) (hash(x)=23609959)
+1480 train 7.475826 (lr=1.4894e-04) (hash(x)=24088171)
+1481 train 7.460918 (lr=1.4891e-04) (hash(x)=25394852)
+1482 train 7.429119 (lr=1.4887e-04) (hash(x)=24503040)
+1483 train 7.181061 (lr=1.4883e-04) (hash(x)=22408449)
+1484 train 7.439235 (lr=1.4879e-04) (hash(x)=25069325)
+1485 train 7.458847 (lr=1.4875e-04) (hash(x)=26947398)
+1486 train 6.976768 (lr=1.4871e-04) (hash(x)=17527161)
+1487 train 7.336568 (lr=1.4868e-04) (hash(x)=23441847)
+1488 train 7.351706 (lr=1.4864e-04) (hash(x)=25592861)
+1489 train 7.276512 (lr=1.4860e-04) (hash(x)=23101350)
+1490 train 7.255891 (lr=1.4856e-04) (hash(x)=24201380)
+1491 train 7.376091 (lr=1.4852e-04) (hash(x)=23676365)
+1492 train 7.438776 (lr=1.4848e-04) (hash(x)=26668088)
+1493 train 7.564040 (lr=1.4844e-04) (hash(x)=26488811)
+1494 train 7.563226 (lr=1.4841e-04) (hash(x)=27248109)
+1495 train 7.585504 (lr=1.4837e-04) (hash(x)=23096292)
+1496 train 7.508143 (lr=1.4833e-04) (hash(x)=22101981)
+1497 train 7.657201 (lr=1.4829e-04) (hash(x)=24512380)
+1498 train 7.507897 (lr=1.4825e-04) (hash(x)=25367738)
+1499 train 7.459441 (lr=1.4821e-04) (hash(x)=27706294)
+1500 val loss 7.4345
+1500 val perplexity 1693.4758
+1500 train 7.548768 (lr=1.4817e-04) (hash(x)=24154026)
+1501 train 7.258005 (lr=1.4813e-04) (hash(x)=21892472)
+1502 train 7.352515 (lr=1.4810e-04) (hash(x)=23662543)
+1503 train 7.420789 (lr=1.4806e-04) (hash(x)=26171093)
+1504 train 7.467809 (lr=1.4802e-04) (hash(x)=25974292)
+1505 train 7.277580 (lr=1.4798e-04) (hash(x)=23191101)
+1506 train 7.578018 (lr=1.4794e-04) (hash(x)=26498861)
+1507 train 8.050963 (lr=1.4790e-04) (hash(x)=34946941)
+1508 train 7.670303 (lr=1.4786e-04) (hash(x)=25442719)
+1509 train 7.494184 (lr=1.4782e-04) (hash(x)=25569942)
+1510 train 7.174336 (lr=1.4778e-04) (hash(x)=21265828)
+1511 train 7.074718 (lr=1.4775e-04) (hash(x)=20060838)
+1512 train 7.279802 (lr=1.4771e-04) (hash(x)=22588251)
+1513 train 7.274297 (lr=1.4767e-04) (hash(x)=24581020)
+1514 train 7.253693 (lr=1.4763e-04) (hash(x)=21882493)
+1515 train 7.222656 (lr=1.4759e-04) (hash(x)=21591702)
+1516 train 7.200302 (lr=1.4755e-04) (hash(x)=19813285)
+1517 train 7.300795 (lr=1.4751e-04) (hash(x)=21870012)
+1518 train 7.367389 (lr=1.4747e-04) (hash(x)=26895498)
+1519 train 7.407631 (lr=1.4743e-04) (hash(x)=25451055)
+1520 train 7.445918 (lr=1.4739e-04) (hash(x)=25395865)
+1521 train 6.937222 (lr=1.4735e-04) (hash(x)=18989695)
+1522 train 6.809861 (lr=1.4732e-04) (hash(x)=17040678)
+1523 train 6.930542 (lr=1.4728e-04) (hash(x)=18691455)
+1524 train 7.058353 (lr=1.4724e-04) (hash(x)=19017167)
+1525 train 7.354466 (lr=1.4720e-04) (hash(x)=22406503)
+1526 train 7.491774 (lr=1.4716e-04) (hash(x)=23036138)
+1527 train 7.393557 (lr=1.4712e-04) (hash(x)=24934792)
+1528 train 7.369566 (lr=1.4708e-04) (hash(x)=22843127)
+1529 train 7.313333 (lr=1.4704e-04) (hash(x)=24249677)
+1530 train 7.207146 (lr=1.4700e-04) (hash(x)=23318555)
+1531 train 7.241095 (lr=1.4696e-04) (hash(x)=23864361)
+1532 train 7.191205 (lr=1.4692e-04) (hash(x)=20242060)
+1533 train 7.293613 (lr=1.4688e-04) (hash(x)=21549554)
+1534 train 7.157526 (lr=1.4684e-04) (hash(x)=21642024)
+1535 train 7.636542 (lr=1.4680e-04) (hash(x)=25367597)
+1536 train 7.797886 (lr=1.4676e-04) (hash(x)=27224144)
+1537 train 7.355518 (lr=1.4672e-04) (hash(x)=24409290)
+1538 train 7.386539 (lr=1.4669e-04) (hash(x)=24987180)
+1539 train 7.319150 (lr=1.4665e-04) (hash(x)=27016702)
+1540 train 7.535938 (lr=1.4661e-04) (hash(x)=25819636)
+1541 train 7.488250 (lr=1.4657e-04) (hash(x)=25520453)
+1542 train 7.231233 (lr=1.4653e-04) (hash(x)=23580496)
+1543 train 7.473632 (lr=1.4649e-04) (hash(x)=25022148)
+1544 train 7.522869 (lr=1.4645e-04) (hash(x)=25447327)
+1545 train 7.470125 (lr=1.4641e-04) (hash(x)=25010319)
+1546 train 7.390369 (lr=1.4637e-04) (hash(x)=25511777)
+1547 train 7.342766 (lr=1.4633e-04) (hash(x)=24459012)
+1548 train 7.386196 (lr=1.4629e-04) (hash(x)=25082785)
+1549 train 7.454253 (lr=1.4625e-04) (hash(x)=26528670)
+1550 val loss 7.4074
+1550 val perplexity 1648.1375
+1550 train 7.408473 (lr=1.4621e-04) (hash(x)=26684367)
+1551 train 7.368711 (lr=1.4617e-04) (hash(x)=25431365)
+1552 train 7.371054 (lr=1.4613e-04) (hash(x)=24802747)
+1553 train 7.194539 (lr=1.4609e-04) (hash(x)=24229522)
+1554 train 7.412014 (lr=1.4605e-04) (hash(x)=24757176)
+1555 train 7.546285 (lr=1.4601e-04) (hash(x)=25958785)
+1556 train 7.560547 (lr=1.4597e-04) (hash(x)=26810735)
+1557 train 7.190361 (lr=1.4593e-04) (hash(x)=22882640)
+1558 train 7.645738 (lr=1.4589e-04) (hash(x)=27220057)
+1559 train 7.886163 (lr=1.4585e-04) (hash(x)=29307788)
+1560 train 7.372692 (lr=1.4581e-04) (hash(x)=25214030)
+1561 train 7.217380 (lr=1.4577e-04) (hash(x)=23167825)
+1562 train 7.310628 (lr=1.4573e-04) (hash(x)=24658511)
+1563 train 7.429978 (lr=1.4569e-04) (hash(x)=24965435)
+1564 train 7.214905 (lr=1.4565e-04) (hash(x)=23620579)
+1565 train 7.208688 (lr=1.4561e-04) (hash(x)=23772949)
+1566 train 7.379477 (lr=1.4557e-04) (hash(x)=23807939)
+1567 train 7.561635 (lr=1.4553e-04) (hash(x)=25651929)
+1568 train 7.480241 (lr=1.4549e-04) (hash(x)=25549933)
+1569 train 7.235944 (lr=1.4545e-04) (hash(x)=23146724)
+1570 train 7.312422 (lr=1.4541e-04) (hash(x)=24099275)
+1571 train 7.508050 (lr=1.4537e-04) (hash(x)=28451031)
+1572 train 7.566176 (lr=1.4533e-04) (hash(x)=25488511)
+1573 train 7.353056 (lr=1.4529e-04) (hash(x)=23796771)
+1574 train 7.438150 (lr=1.4525e-04) (hash(x)=22642764)
+1575 train 7.520012 (lr=1.4521e-04) (hash(x)=26312387)
+1576 train 7.353215 (lr=1.4517e-04) (hash(x)=22486223)
+1577 train 7.324217 (lr=1.4512e-04) (hash(x)=21257377)
+1578 train 7.486589 (lr=1.4508e-04) (hash(x)=24328365)
+1579 train 7.545837 (lr=1.4504e-04) (hash(x)=25326650)
+1580 train 7.479085 (lr=1.4500e-04) (hash(x)=26484837)
+1581 train 7.279368 (lr=1.4496e-04) (hash(x)=24605603)
+1582 train 7.358158 (lr=1.4492e-04) (hash(x)=24668537)
+1583 train 7.295230 (lr=1.4488e-04) (hash(x)=23804913)
+1584 train 7.568587 (lr=1.4484e-04) (hash(x)=23615391)
+1585 train 7.512971 (lr=1.4480e-04) (hash(x)=24322926)
+1586 train 7.350080 (lr=1.4476e-04) (hash(x)=19753104)
+1587 train 7.730287 (lr=1.4472e-04) (hash(x)=25537529)
+1588 train 7.172813 (lr=1.4468e-04) (hash(x)=22835476)
+1589 train 7.320018 (lr=1.4464e-04) (hash(x)=25707197)
+1590 train 7.314481 (lr=1.4460e-04) (hash(x)=24191203)
+1591 train 7.551237 (lr=1.4456e-04) (hash(x)=26115519)
+1592 train 7.442534 (lr=1.4452e-04) (hash(x)=25781547)
+1593 train 7.272682 (lr=1.4448e-04) (hash(x)=24850654)
+1594 train 7.209863 (lr=1.4443e-04) (hash(x)=23300928)
+1595 train 7.403703 (lr=1.4439e-04) (hash(x)=25494804)
+1596 train 7.453144 (lr=1.4435e-04) (hash(x)=28169410)
+1597 train 7.193558 (lr=1.4431e-04) (hash(x)=21972022)
+1598 train 7.722258 (lr=1.4427e-04) (hash(x)=27687290)
+1599 train 7.667114 (lr=1.4423e-04) (hash(x)=23210747)
+1600 val loss 7.4142
+1600 val perplexity 1659.3152
+1600 train 7.654744 (lr=1.4419e-04) (hash(x)=20362758)
+1601 train 7.471106 (lr=1.4415e-04) (hash(x)=17064773)
+1602 train 7.448518 (lr=1.4411e-04) (hash(x)=17173694)
+1603 train 7.485643 (lr=1.4407e-04) (hash(x)=15717069)
+1604 train 7.600781 (lr=1.4403e-04) (hash(x)=15117973)
+1605 train 7.382319 (lr=1.4399e-04) (hash(x)=16189636)
+1606 train 7.337129 (lr=1.4394e-04) (hash(x)=16552095)
+1607 train 7.218605 (lr=1.4390e-04) (hash(x)=18463712)
+1608 train 7.379302 (lr=1.4386e-04) (hash(x)=17572155)
+1609 train 7.381258 (lr=1.4382e-04) (hash(x)=19970072)
+1610 train 7.420991 (lr=1.4378e-04) (hash(x)=20463871)
+1611 train 7.442606 (lr=1.4374e-04) (hash(x)=20705573)
+1612 train 7.310491 (lr=1.4370e-04) (hash(x)=24441646)
+1613 train 7.471460 (lr=1.4366e-04) (hash(x)=22913147)
+1614 train 7.586371 (lr=1.4362e-04) (hash(x)=23081598)
+1615 train 7.368494 (lr=1.4357e-04) (hash(x)=23245699)
+1616 train 7.328126 (lr=1.4353e-04) (hash(x)=23003072)
+1617 train 7.593058 (lr=1.4349e-04) (hash(x)=27121904)
+1618 train 7.330335 (lr=1.4345e-04) (hash(x)=25092305)
+1619 train 7.368272 (lr=1.4341e-04) (hash(x)=23444521)
+1620 train 7.375764 (lr=1.4337e-04) (hash(x)=22130531)
+1621 train 7.177505 (lr=1.4333e-04) (hash(x)=20917937)
+1622 train 7.299252 (lr=1.4329e-04) (hash(x)=22526838)
+1623 train 7.408026 (lr=1.4324e-04) (hash(x)=21770300)
+1624 train 8.495796 (lr=1.4320e-04) (hash(x)=22333537)
+1625 train 8.533824 (lr=1.4316e-04) (hash(x)=24642519)
+1626 train 7.706666 (lr=1.4312e-04) (hash(x)=25199038)
+1627 train 7.448412 (lr=1.4308e-04) (hash(x)=23334569)
+1628 train 7.342517 (lr=1.4304e-04) (hash(x)=23785360)
+1629 train 7.036203 (lr=1.4300e-04) (hash(x)=21796200)
+1630 train 7.121536 (lr=1.4295e-04) (hash(x)=22389081)
+1631 train 7.410385 (lr=1.4291e-04) (hash(x)=25387532)
+1632 train 7.036652 (lr=1.4287e-04) (hash(x)=17247578)
+1633 train 7.360046 (lr=1.4283e-04) (hash(x)=22203733)
+1634 train 7.538663 (lr=1.4279e-04) (hash(x)=24387455)
+1635 train 7.989711 (lr=1.4275e-04) (hash(x)=29466743)
+1636 train 7.372371 (lr=1.4270e-04) (hash(x)=25354152)
+1637 train 7.428861 (lr=1.4266e-04) (hash(x)=21756102)
+1638 train 7.395116 (lr=1.4262e-04) (hash(x)=23544029)
+1639 train 7.539701 (lr=1.4258e-04) (hash(x)=27718703)
+1640 train 7.478399 (lr=1.4254e-04) (hash(x)=25697138)
+1641 train 7.329253 (lr=1.4250e-04) (hash(x)=22978681)
+1642 train 7.862566 (lr=1.4245e-04) (hash(x)=29527067)
+1643 train 6.990257 (lr=1.4241e-04) (hash(x)=17631973)
+1644 train 7.382785 (lr=1.4237e-04) (hash(x)=24860172)
+1645 train 7.710243 (lr=1.4233e-04) (hash(x)=27947891)
+1646 train 7.391248 (lr=1.4229e-04) (hash(x)=23819556)
+1647 train 7.466141 (lr=1.4225e-04) (hash(x)=27661052)
+1648 train 7.255283 (lr=1.4220e-04) (hash(x)=23014209)
+1649 train 7.229054 (lr=1.4216e-04) (hash(x)=23061452)
+1650 val loss 7.4497
+1650 val perplexity 1719.3700
+1650 train 7.324315 (lr=1.4212e-04) (hash(x)=21949051)
+1651 train 7.376608 (lr=1.4208e-04) (hash(x)=22244096)
+1652 train 7.329156 (lr=1.4204e-04) (hash(x)=25997585)
+1653 train 7.415351 (lr=1.4199e-04) (hash(x)=25389713)
+1654 train 7.377869 (lr=1.4195e-04) (hash(x)=24390520)
+1655 train 7.604546 (lr=1.4191e-04) (hash(x)=26538928)
+1656 train 7.484081 (lr=1.4187e-04) (hash(x)=28708088)
+1657 train 7.597336 (lr=1.4183e-04) (hash(x)=25685569)
+1658 train 7.170649 (lr=1.4178e-04) (hash(x)=22163531)
+1659 train 7.310387 (lr=1.4174e-04) (hash(x)=26256802)
+1660 train 7.770648 (lr=1.4170e-04) (hash(x)=30016026)
+1661 train 7.358150 (lr=1.4166e-04) (hash(x)=24412323)
+1662 train 7.441921 (lr=1.4162e-04) (hash(x)=24722307)
+1663 train 7.320594 (lr=1.4157e-04) (hash(x)=21772654)
+1664 train 7.240329 (lr=1.4153e-04) (hash(x)=24984527)
+1665 train 7.348061 (lr=1.4149e-04) (hash(x)=25456825)
+1666 train 7.691850 (lr=1.4145e-04) (hash(x)=24383976)
+1667 train 7.639909 (lr=1.4141e-04) (hash(x)=25026277)
+1668 train 7.575754 (lr=1.4136e-04) (hash(x)=28121715)
+1669 train 7.554868 (lr=1.4132e-04) (hash(x)=26855439)
+1670 train 7.566325 (lr=1.4128e-04) (hash(x)=33370924)
+1671 train 7.504028 (lr=1.4124e-04) (hash(x)=26263254)
+1672 train 7.915099 (lr=1.4119e-04) (hash(x)=29958158)
+1673 train 7.273212 (lr=1.4115e-04) (hash(x)=21917396)
+1674 train 7.405562 (lr=1.4111e-04) (hash(x)=24196295)
+1675 train 7.425006 (lr=1.4107e-04) (hash(x)=24726314)
+1676 train 7.204538 (lr=1.4102e-04) (hash(x)=22137742)
+1677 train 7.354964 (lr=1.4098e-04) (hash(x)=24375100)
+1678 train 7.289155 (lr=1.4094e-04) (hash(x)=23965039)
+1679 train 7.325954 (lr=1.4090e-04) (hash(x)=23552356)
+1680 train 7.291809 (lr=1.4085e-04) (hash(x)=26136969)
+1681 train 7.538008 (lr=1.4081e-04) (hash(x)=25343112)
+1682 train 7.250472 (lr=1.4077e-04) (hash(x)=22831508)
+1683 train 7.485893 (lr=1.4073e-04) (hash(x)=26699819)
+1684 train 7.613235 (lr=1.4068e-04) (hash(x)=25435504)
+1685 train 7.824042 (lr=1.4064e-04) (hash(x)=25218858)
+1686 train 8.448816 (lr=1.4060e-04) (hash(x)=25664448)
+1687 train 7.435027 (lr=1.4056e-04) (hash(x)=22707141)
+1688 train 7.599481 (lr=1.4051e-04) (hash(x)=28001383)
+1689 train 7.824310 (lr=1.4047e-04) (hash(x)=29168269)
+1690 train 7.761978 (lr=1.4043e-04) (hash(x)=29637522)
+1691 train 7.794080 (lr=1.4039e-04) (hash(x)=25676149)
+1692 train 7.265372 (lr=1.4034e-04) (hash(x)=20919831)
+1693 train 7.479924 (lr=1.4030e-04) (hash(x)=24324401)
+1694 train 7.545831 (lr=1.4026e-04) (hash(x)=26862625)
+1695 train 7.884561 (lr=1.4022e-04) (hash(x)=34234481)
+1696 train 7.523284 (lr=1.4017e-04) (hash(x)=27415195)
+1697 train 7.329833 (lr=1.4013e-04) (hash(x)=24511386)
+1698 train 7.514838 (lr=1.4009e-04) (hash(x)=26904299)
+1699 train 7.302765 (lr=1.4004e-04) (hash(x)=25401624)
+1700 val loss 7.4361
+1700 val perplexity 1696.0674
+1700 train 7.384752 (lr=1.4000e-04) (hash(x)=26498489)
+1701 train 7.376457 (lr=1.3996e-04) (hash(x)=22340685)
+1702 train 7.451410 (lr=1.3992e-04) (hash(x)=26396757)
+1703 train 8.021046 (lr=1.3987e-04) (hash(x)=35008670)
+1704 train 7.793852 (lr=1.3983e-04) (hash(x)=31782020)
+1705 train 7.714305 (lr=1.3979e-04) (hash(x)=29662286)
+1706 train 7.853826 (lr=1.3974e-04) (hash(x)=34215782)
+1707 train 7.328113 (lr=1.3970e-04) (hash(x)=25682280)
+1708 train 7.619502 (lr=1.3966e-04) (hash(x)=27109048)
+1709 train 7.648380 (lr=1.3961e-04) (hash(x)=27686498)
+1710 train 7.373962 (lr=1.3957e-04) (hash(x)=24247565)
+1711 train 7.420103 (lr=1.3953e-04) (hash(x)=25891543)
+1712 train 7.524031 (lr=1.3949e-04) (hash(x)=26436778)
+1713 train 7.225673 (lr=1.3944e-04) (hash(x)=22538881)
+1714 train 7.238385 (lr=1.3940e-04) (hash(x)=21993512)
+1715 train 7.649222 (lr=1.3936e-04) (hash(x)=25962407)
+1716 train 7.420606 (lr=1.3931e-04) (hash(x)=24130284)
+1717 train 7.284027 (lr=1.3927e-04) (hash(x)=24819073)
+1718 train 7.185025 (lr=1.3923e-04) (hash(x)=23496648)
+1719 train 7.265434 (lr=1.3918e-04) (hash(x)=21971224)
+1720 train 7.141020 (lr=1.3914e-04) (hash(x)=21498081)
+1721 train 7.206609 (lr=1.3910e-04) (hash(x)=20951317)
+1722 train 7.729369 (lr=1.3905e-04) (hash(x)=28848134)
+1723 train 7.730513 (lr=1.3901e-04) (hash(x)=30838142)
+1724 train 7.690521 (lr=1.3897e-04) (hash(x)=28844392)
+1725 train 7.331226 (lr=1.3892e-04) (hash(x)=23102419)
+1726 train 7.390653 (lr=1.3888e-04) (hash(x)=22374479)
+1727 train 7.630304 (lr=1.3884e-04) (hash(x)=27312186)
+1728 train 7.930339 (lr=1.3879e-04) (hash(x)=34362559)
+1729 train 7.837729 (lr=1.3875e-04) (hash(x)=30920030)
+1730 train 7.221706 (lr=1.3871e-04) (hash(x)=23684126)
+1731 train 7.423439 (lr=1.3866e-04) (hash(x)=23657081)
+1732 train 7.648270 (lr=1.3862e-04) (hash(x)=28463299)
+1733 train 7.905572 (lr=1.3858e-04) (hash(x)=35351214)
+1734 train 7.516208 (lr=1.3853e-04) (hash(x)=28855662)
+1735 train 7.099242 (lr=1.3849e-04) (hash(x)=22163749)
+1736 train 7.112512 (lr=1.3845e-04) (hash(x)=22024585)
+1737 train 7.259872 (lr=1.3840e-04) (hash(x)=24629160)
+1738 train 7.364229 (lr=1.3836e-04) (hash(x)=25220941)
+1739 train 7.324135 (lr=1.3832e-04) (hash(x)=24829818)
+1740 train 7.648689 (lr=1.3827e-04) (hash(x)=28453898)
+1741 train 7.689968 (lr=1.3823e-04) (hash(x)=25424550)
+1742 train 7.360664 (lr=1.3818e-04) (hash(x)=23437814)
+1743 train 7.440262 (lr=1.3814e-04) (hash(x)=25942888)
+1744 train 7.407657 (lr=1.3810e-04) (hash(x)=24503801)
+1745 train 7.691005 (lr=1.3805e-04) (hash(x)=26418501)
+1746 train 7.587479 (lr=1.3801e-04) (hash(x)=27177691)
+1747 train 7.335011 (lr=1.3797e-04) (hash(x)=23785671)
+1748 train 7.702330 (lr=1.3792e-04) (hash(x)=27362772)
+1749 train 7.525769 (lr=1.3788e-04) (hash(x)=25097859)
+1750 val loss 7.4608
+1750 val perplexity 1738.6033
+1750 train 7.406799 (lr=1.3784e-04) (hash(x)=24662466)
+1751 train 7.351315 (lr=1.3779e-04) (hash(x)=25493916)
+1752 train 7.461184 (lr=1.3775e-04) (hash(x)=24655868)
+1753 train 7.743821 (lr=1.3770e-04) (hash(x)=19819210)
+1754 train 7.298801 (lr=1.3766e-04) (hash(x)=21377155)
+1755 train 8.130326 (lr=1.3762e-04) (hash(x)=28618702)
+1756 train 8.055341 (lr=1.3757e-04) (hash(x)=27324953)
+1757 train 7.757493 (lr=1.3753e-04) (hash(x)=29707907)
+1758 train 7.533566 (lr=1.3748e-04) (hash(x)=24485921)
+1759 train 7.623249 (lr=1.3744e-04) (hash(x)=24289951)
+1760 train 7.315758 (lr=1.3740e-04) (hash(x)=22496716)
+1761 train 7.476734 (lr=1.3735e-04) (hash(x)=25147026)
+1762 train 7.547301 (lr=1.3731e-04) (hash(x)=26851828)
+1763 train 7.500412 (lr=1.3726e-04) (hash(x)=26331486)
+1764 train 7.357405 (lr=1.3722e-04) (hash(x)=24383054)
+1765 train 7.566595 (lr=1.3718e-04) (hash(x)=25885126)
+1766 train 7.517418 (lr=1.3713e-04) (hash(x)=25848470)
+1767 train 7.340621 (lr=1.3709e-04) (hash(x)=23648671)
+1768 train 7.303583 (lr=1.3704e-04) (hash(x)=23168674)
+1769 train 7.178264 (lr=1.3700e-04) (hash(x)=20252079)
+1770 train 7.383421 (lr=1.3696e-04) (hash(x)=23914287)
+1771 train 7.665809 (lr=1.3691e-04) (hash(x)=27292797)
+1772 train 6.959208 (lr=1.3687e-04) (hash(x)=16175151)
+1773 train 7.057892 (lr=1.3682e-04) (hash(x)=18317379)
+1774 train 7.388168 (lr=1.3678e-04) (hash(x)=24464271)
+1775 train 7.350859 (lr=1.3674e-04) (hash(x)=24992055)
+1776 train 7.965589 (lr=1.3669e-04) (hash(x)=26032451)
+1777 train 7.734090 (lr=1.3665e-04) (hash(x)=24734221)
+1778 train 7.731370 (lr=1.3660e-04) (hash(x)=25413430)
+1779 train 7.563667 (lr=1.3656e-04) (hash(x)=24398330)
+1780 train 7.416562 (lr=1.3651e-04) (hash(x)=24568049)
+1781 train 7.366498 (lr=1.3647e-04) (hash(x)=23573984)
+1782 train 7.549240 (lr=1.3643e-04) (hash(x)=27338410)
+1783 train 7.481963 (lr=1.3638e-04) (hash(x)=26005549)
+1784 train 7.333848 (lr=1.3634e-04) (hash(x)=24332331)
+1785 train 7.180150 (lr=1.3629e-04) (hash(x)=22583878)
+1786 train 7.372700 (lr=1.3625e-04) (hash(x)=24599113)
+1787 train 7.754532 (lr=1.3620e-04) (hash(x)=30259737)
+1788 train 7.550046 (lr=1.3616e-04) (hash(x)=26504237)
+1789 train 7.436035 (lr=1.3611e-04) (hash(x)=25196470)
+1790 train 7.313882 (lr=1.3607e-04) (hash(x)=23607871)
+1791 train 7.254775 (lr=1.3603e-04) (hash(x)=21046554)
+1792 train 7.515235 (lr=1.3598e-04) (hash(x)=27285635)
+1793 train 7.419854 (lr=1.3594e-04) (hash(x)=25454371)
+1794 train 7.514089 (lr=1.3589e-04) (hash(x)=26486575)
+1795 train 7.038902 (lr=1.3585e-04) (hash(x)=18773877)
+1796 train 7.222233 (lr=1.3580e-04) (hash(x)=22506761)
+1797 train 7.420620 (lr=1.3576e-04) (hash(x)=24645168)
+1798 train 7.482294 (lr=1.3571e-04) (hash(x)=25046236)
+1799 train 7.561881 (lr=1.3567e-04) (hash(x)=26321539)
+1800 val loss 7.4065
+1800 val perplexity 1646.6552
+1800 train 7.311598 (lr=1.3563e-04) (hash(x)=24602494)
+1801 train 7.516776 (lr=1.3558e-04) (hash(x)=25722713)
+1802 train 7.267526 (lr=1.3554e-04) (hash(x)=23711219)
+1803 train 7.348764 (lr=1.3549e-04) (hash(x)=22850804)
+1804 train 7.702702 (lr=1.3545e-04) (hash(x)=25829388)
+1805 train 7.238959 (lr=1.3540e-04) (hash(x)=22503524)
+1806 train 7.520645 (lr=1.3536e-04) (hash(x)=26669453)
+1807 train 7.422473 (lr=1.3531e-04) (hash(x)=27807872)
+1808 train 7.444397 (lr=1.3527e-04) (hash(x)=23543560)
+1809 train 7.590259 (lr=1.3522e-04) (hash(x)=25845590)
+1810 train 7.362569 (lr=1.3518e-04) (hash(x)=23026635)
+1811 train 7.337265 (lr=1.3513e-04) (hash(x)=25545137)
+1812 train 7.832015 (lr=1.3509e-04) (hash(x)=27746841)
+1813 train 7.214525 (lr=1.3504e-04) (hash(x)=25471231)
+1814 train 7.372783 (lr=1.3500e-04) (hash(x)=24333204)
+1815 train 7.201930 (lr=1.3495e-04) (hash(x)=21555364)
+1816 train 7.384703 (lr=1.3491e-04) (hash(x)=26317977)
+1817 train 7.462399 (lr=1.3486e-04) (hash(x)=24474988)
+1818 train 7.200452 (lr=1.3482e-04) (hash(x)=21975953)
+1819 train 7.764880 (lr=1.3477e-04) (hash(x)=27243798)
+1820 train 7.365387 (lr=1.3473e-04) (hash(x)=25097367)
+1821 train 7.325864 (lr=1.3468e-04) (hash(x)=24419085)
+1822 train 7.247458 (lr=1.3464e-04) (hash(x)=23058837)
+1823 train 7.393802 (lr=1.3459e-04) (hash(x)=26325324)
+1824 train 7.139577 (lr=1.3455e-04) (hash(x)=20581023)
+1825 train 7.440309 (lr=1.3450e-04) (hash(x)=24822111)
+1826 train 7.288815 (lr=1.3446e-04) (hash(x)=24336304)
+1827 train 7.436310 (lr=1.3441e-04) (hash(x)=26228728)
+1828 train 7.558140 (lr=1.3437e-04) (hash(x)=26445781)
+1829 train 7.551196 (lr=1.3432e-04) (hash(x)=24707042)
+1830 train 7.848296 (lr=1.3428e-04) (hash(x)=27882744)
+1831 train 7.361400 (lr=1.3423e-04) (hash(x)=24956294)
+1832 train 7.201663 (lr=1.3419e-04) (hash(x)=20984728)
+1833 train 7.180389 (lr=1.3414e-04) (hash(x)=23424737)
+1834 train 7.588844 (lr=1.3410e-04) (hash(x)=26207120)
+1835 train 7.579659 (lr=1.3405e-04) (hash(x)=25592289)
+1836 train 7.241856 (lr=1.3401e-04) (hash(x)=24326649)
+1837 train 7.430164 (lr=1.3396e-04) (hash(x)=26826109)
+1838 train 7.389684 (lr=1.3392e-04) (hash(x)=24759294)
+1839 train 7.391890 (lr=1.3387e-04) (hash(x)=24429389)
+1840 train 7.358302 (lr=1.3383e-04) (hash(x)=25537519)
+1841 train 7.333482 (lr=1.3378e-04) (hash(x)=24747421)
+1842 train 7.209692 (lr=1.3374e-04) (hash(x)=23079065)
+1843 train 7.631740 (lr=1.3369e-04) (hash(x)=28733708)
+1844 train 7.355876 (lr=1.3364e-04) (hash(x)=23937742)
+1845 train 7.640261 (lr=1.3360e-04) (hash(x)=29704803)
+1846 train 7.814079 (lr=1.3355e-04) (hash(x)=34617155)
+1847 train 7.533531 (lr=1.3351e-04) (hash(x)=27929846)
+1848 train 7.877216 (lr=1.3346e-04) (hash(x)=28280878)
+1849 train 6.973949 (lr=1.3342e-04) (hash(x)=18961171)
+1850 val loss 7.4269
+1850 val perplexity 1680.6672
+1850 train 7.487810 (lr=1.3337e-04) (hash(x)=27146015)
+1851 train 7.312383 (lr=1.3333e-04) (hash(x)=22417476)
+1852 train 7.431169 (lr=1.3328e-04) (hash(x)=24583152)
+1853 train 7.462212 (lr=1.3324e-04) (hash(x)=26364120)
+1854 train 7.666694 (lr=1.3319e-04) (hash(x)=25946767)
+1855 train 7.465528 (lr=1.3315e-04) (hash(x)=25282897)
+1856 train 7.422640 (lr=1.3310e-04) (hash(x)=25154557)
+1857 train 7.148662 (lr=1.3305e-04) (hash(x)=22082503)
+1858 train 7.177258 (lr=1.3301e-04) (hash(x)=23974606)
+1859 train 7.284825 (lr=1.3296e-04) (hash(x)=22278062)
+1860 train 7.191503 (lr=1.3292e-04) (hash(x)=19509639)
+1861 train 7.496558 (lr=1.3287e-04) (hash(x)=24271468)
+1862 train 7.113384 (lr=1.3283e-04) (hash(x)=21943809)
+1863 train 7.335863 (lr=1.3278e-04) (hash(x)=26802508)
+1864 train 7.904880 (lr=1.3273e-04) (hash(x)=34178409)
+1865 train 8.040044 (lr=1.3269e-04) (hash(x)=33468379)
+1866 train 7.222107 (lr=1.3264e-04) (hash(x)=22109262)
+1867 train 7.026926 (lr=1.3260e-04) (hash(x)=22094832)
+1868 train 7.221260 (lr=1.3255e-04) (hash(x)=24016953)
+1869 train 7.495740 (lr=1.3251e-04) (hash(x)=26759850)
+1870 train 7.358228 (lr=1.3246e-04) (hash(x)=23570779)
+1871 train 7.747973 (lr=1.3241e-04) (hash(x)=28390416)
+1872 train 7.768715 (lr=1.3237e-04) (hash(x)=26215770)
+1873 train 7.610337 (lr=1.3232e-04) (hash(x)=22727956)
+1874 train 7.418190 (lr=1.3228e-04) (hash(x)=21304587)
+1875 train 7.721060 (lr=1.3223e-04) (hash(x)=26379331)
+1876 train 7.773884 (lr=1.3219e-04) (hash(x)=25252419)
+1877 train 7.620018 (lr=1.3214e-04) (hash(x)=25048158)
+1878 train 7.568517 (lr=1.3209e-04) (hash(x)=23588991)
+1879 train 7.593757 (lr=1.3205e-04) (hash(x)=26292451)
+1880 train 7.460725 (lr=1.3200e-04) (hash(x)=23617086)
+1881 train 7.346091 (lr=1.3196e-04) (hash(x)=23336031)
+1882 train 7.359123 (lr=1.3191e-04) (hash(x)=19198742)
+1883 train 8.045755 (lr=1.3186e-04) (hash(x)=26301866)
+1884 train 7.985530 (lr=1.3182e-04) (hash(x)=30114703)
+1885 train 7.559110 (lr=1.3177e-04) (hash(x)=26687040)
+1886 train 7.406403 (lr=1.3173e-04) (hash(x)=25810717)
+1887 train 7.259056 (lr=1.3168e-04) (hash(x)=22915344)
+1888 train 7.548372 (lr=1.3163e-04) (hash(x)=27046189)
+1889 train 7.120525 (lr=1.3159e-04) (hash(x)=19831900)
+1890 train 7.500020 (lr=1.3154e-04) (hash(x)=27786987)
+1891 train 7.393854 (lr=1.3150e-04) (hash(x)=25448318)
+1892 train 7.406261 (lr=1.3145e-04) (hash(x)=25166953)
+1893 train 7.374997 (lr=1.3140e-04) (hash(x)=24993116)
+1894 train 7.449205 (lr=1.3136e-04) (hash(x)=25748002)
+1895 train 7.633585 (lr=1.3131e-04) (hash(x)=24744383)
+1896 train 7.404636 (lr=1.3127e-04) (hash(x)=25560120)
+1897 train 7.219931 (lr=1.3122e-04) (hash(x)=23731849)
+1898 train 7.248844 (lr=1.3117e-04) (hash(x)=24115851)
+1899 train 7.294208 (lr=1.3113e-04) (hash(x)=22835201)
+1900 val loss 7.3966
+1900 val perplexity 1630.4281
+1900 train 7.046718 (lr=1.3108e-04) (hash(x)=21927896)
+1901 train 7.430341 (lr=1.3103e-04) (hash(x)=24652361)
+1902 train 7.591609 (lr=1.3099e-04) (hash(x)=27332405)
+1903 train 7.422970 (lr=1.3094e-04) (hash(x)=26284678)
+1904 train 7.367930 (lr=1.3090e-04) (hash(x)=23441305)
+1905 train 7.457408 (lr=1.3085e-04) (hash(x)=27522881)
+1906 train 7.488656 (lr=1.3080e-04) (hash(x)=25521191)
+1907 train 7.278505 (lr=1.3076e-04) (hash(x)=24745936)
+1908 train 7.190392 (lr=1.3071e-04) (hash(x)=21653364)
+1909 train 7.234839 (lr=1.3066e-04) (hash(x)=21973969)
+1910 train 7.269127 (lr=1.3062e-04) (hash(x)=24318192)
+1911 train 7.204004 (lr=1.3057e-04) (hash(x)=21654269)
+1912 train 7.261226 (lr=1.3052e-04) (hash(x)=24142904)
+1913 train 7.153787 (lr=1.3048e-04) (hash(x)=21708739)
+1914 train 7.367260 (lr=1.3043e-04) (hash(x)=22937923)
+1915 train 7.924800 (lr=1.3039e-04) (hash(x)=32387999)
+1916 train 8.099694 (lr=1.3034e-04) (hash(x)=28958671)
+1917 train 8.154649 (lr=1.3029e-04) (hash(x)=32662682)
+1918 train 8.061637 (lr=1.3025e-04) (hash(x)=31364539)
+1919 train 8.134577 (lr=1.3020e-04) (hash(x)=29466268)
+1920 train 8.094913 (lr=1.3015e-04) (hash(x)=31407564)
+1921 train 7.919539 (lr=1.3011e-04) (hash(x)=28372973)
+1922 train 8.025908 (lr=1.3006e-04) (hash(x)=28620993)
+1923 train 8.075844 (lr=1.3001e-04) (hash(x)=30736727)
+1924 train 8.016501 (lr=1.2997e-04) (hash(x)=30370374)
+1925 train 7.974751 (lr=1.2992e-04) (hash(x)=29935562)
+1926 train 7.975050 (lr=1.2987e-04) (hash(x)=30528627)
+1927 train 8.011013 (lr=1.2983e-04) (hash(x)=32616762)
+1928 train 7.868808 (lr=1.2978e-04) (hash(x)=29150044)
+1929 train 8.047294 (lr=1.2973e-04) (hash(x)=32861403)
+1930 train 7.984206 (lr=1.2969e-04) (hash(x)=31053918)
+1931 train 7.897958 (lr=1.2964e-04) (hash(x)=29358578)
+1932 train 7.962190 (lr=1.2959e-04) (hash(x)=31521292)
+1933 train 7.897836 (lr=1.2955e-04) (hash(x)=31218966)
+1934 train 7.911677 (lr=1.2950e-04) (hash(x)=31811872)
+1935 train 8.080474 (lr=1.2945e-04) (hash(x)=32201138)
+1936 train 7.815586 (lr=1.2941e-04) (hash(x)=28631348)
+1937 train 7.907215 (lr=1.2936e-04) (hash(x)=30545133)
+1938 train 7.946208 (lr=1.2931e-04) (hash(x)=32136080)
+1939 train 8.036273 (lr=1.2927e-04) (hash(x)=30041621)
+1940 train 7.831795 (lr=1.2922e-04) (hash(x)=30537181)
+1941 train 7.823945 (lr=1.2917e-04) (hash(x)=30371023)
+1942 train 8.006047 (lr=1.2913e-04) (hash(x)=30734634)
+1943 train 7.909875 (lr=1.2908e-04) (hash(x)=33683468)
+1944 train 7.938739 (lr=1.2903e-04) (hash(x)=30472451)
+1945 train 7.783888 (lr=1.2899e-04) (hash(x)=29809830)
+1946 train 7.573234 (lr=1.2894e-04) (hash(x)=26077593)
+1947 train 7.585523 (lr=1.2889e-04) (hash(x)=26837755)
+1948 train 7.577983 (lr=1.2884e-04) (hash(x)=23910920)
+1949 train 7.545710 (lr=1.2880e-04) (hash(x)=26084089)
+1950 val loss 7.5248
+1950 val perplexity 1853.4396
+1950 train 7.702956 (lr=1.2875e-04) (hash(x)=26963533)
+1951 train 7.560861 (lr=1.2870e-04) (hash(x)=27498125)
+1952 train 7.696689 (lr=1.2866e-04) (hash(x)=29512508)
+1953 train 7.948829 (lr=1.2861e-04) (hash(x)=34478395)
+1954 train 7.635055 (lr=1.2856e-04) (hash(x)=25357046)
+1955 train 7.427931 (lr=1.2852e-04) (hash(x)=22372507)
+1956 train 7.360397 (lr=1.2847e-04) (hash(x)=24501779)
+1957 train 7.458337 (lr=1.2842e-04) (hash(x)=25638879)
+1958 train 7.296838 (lr=1.2837e-04) (hash(x)=24243109)
+1959 train 7.281751 (lr=1.2833e-04) (hash(x)=25164318)
+1960 train 7.402965 (lr=1.2828e-04) (hash(x)=24139533)
+1961 train 7.430704 (lr=1.2823e-04) (hash(x)=27271900)
+1962 train 7.275455 (lr=1.2819e-04) (hash(x)=24869232)
+1963 train 7.455282 (lr=1.2814e-04) (hash(x)=26562947)
+1964 train 7.364891 (lr=1.2809e-04) (hash(x)=26477326)
+1965 train 7.435106 (lr=1.2804e-04) (hash(x)=24917192)
+1966 train 7.252400 (lr=1.2800e-04) (hash(x)=23110147)
+1967 train 7.379318 (lr=1.2795e-04) (hash(x)=25690221)
+1968 train 7.756349 (lr=1.2790e-04) (hash(x)=26999273)
+1969 train 7.407720 (lr=1.2786e-04) (hash(x)=24807841)
+1970 train 7.299603 (lr=1.2781e-04) (hash(x)=23918831)
+1971 train 7.257187 (lr=1.2776e-04) (hash(x)=21947305)
+1972 train 7.356493 (lr=1.2771e-04) (hash(x)=22874486)
+1973 train 7.295206 (lr=1.2767e-04) (hash(x)=22195089)
+1974 train 7.363727 (lr=1.2762e-04) (hash(x)=25345359)
+1975 train 7.475053 (lr=1.2757e-04) (hash(x)=29031550)
+1976 train 7.462490 (lr=1.2753e-04) (hash(x)=29947423)
+1977 train 7.653339 (lr=1.2748e-04) (hash(x)=29395823)
+1978 train 7.414757 (lr=1.2743e-04) (hash(x)=26968216)
+1979 train 7.485381 (lr=1.2738e-04) (hash(x)=26551589)
+1980 train 7.466493 (lr=1.2734e-04) (hash(x)=25657210)
+1981 train 7.434785 (lr=1.2729e-04) (hash(x)=23689487)
+1982 train 7.524417 (lr=1.2724e-04) (hash(x)=25744240)
+1983 train 7.530899 (lr=1.2719e-04) (hash(x)=24094093)
+1984 train 7.256882 (lr=1.2715e-04) (hash(x)=21724872)
+1985 train 7.306137 (lr=1.2710e-04) (hash(x)=24106453)
+1986 train 7.292734 (lr=1.2705e-04) (hash(x)=25004577)
+1987 train 7.317464 (lr=1.2700e-04) (hash(x)=23639076)
+1988 train 7.600377 (lr=1.2696e-04) (hash(x)=29408797)
+1989 train 7.238677 (lr=1.2691e-04) (hash(x)=25107314)
+1990 train 9.916283 (lr=1.2686e-04) (hash(x)=49896019)
+1991 train 11.413269 (lr=1.2681e-04) (hash(x)=61455960)
+1992 train 11.237068 (lr=1.2677e-04) (hash(x)=63788199)
+1993 train 11.269719 (lr=1.2672e-04) (hash(x)=63899424)
+1994 train 10.881784 (lr=1.2667e-04) (hash(x)=66412689)
+1995 train 10.479006 (lr=1.2662e-04) (hash(x)=65636572)
+1996 train 10.623711 (lr=1.2658e-04) (hash(x)=69649789)
+1997 train 10.321713 (lr=1.2653e-04) (hash(x)=71578682)
+1998 train 9.449122 (lr=1.2648e-04) (hash(x)=58341730)
+1999 train 9.358532 (lr=1.2643e-04) (hash(x)=61104710)
+2000 val loss 7.9759
+2000 val perplexity 2910.0247
+2000 train 8.909920 (lr=1.2639e-04) (hash(x)=52865322)
+2001 train 8.079808 (lr=1.2634e-04) (hash(x)=23633693)
+2002 train 8.113490 (lr=1.2629e-04) (hash(x)=25297571)
+2003 train 8.293475 (lr=1.2624e-04) (hash(x)=24123821)
+2004 train 7.764965 (lr=1.2620e-04) (hash(x)=20161517)
+2005 train 7.633682 (lr=1.2615e-04) (hash(x)=19919984)
+2006 train 7.485090 (lr=1.2610e-04) (hash(x)=18626507)
+2007 train 7.608186 (lr=1.2605e-04) (hash(x)=20881126)
+2008 train 7.682274 (lr=1.2600e-04) (hash(x)=26261448)
+2009 train 7.714159 (lr=1.2596e-04) (hash(x)=27528050)
+2010 train 7.692170 (lr=1.2591e-04) (hash(x)=26692097)
+2011 train 7.433319 (lr=1.2586e-04) (hash(x)=23209969)
+2012 train 7.434461 (lr=1.2581e-04) (hash(x)=26083446)
+2013 train 7.680763 (lr=1.2577e-04) (hash(x)=28426467)
+2014 train 7.497306 (lr=1.2572e-04) (hash(x)=26158154)
+2015 train 7.609985 (lr=1.2567e-04) (hash(x)=26920243)
+2016 train 7.290812 (lr=1.2562e-04) (hash(x)=21365321)
+2017 train 7.413404 (lr=1.2557e-04) (hash(x)=25730699)
+2018 train 7.492319 (lr=1.2553e-04) (hash(x)=25177106)
+2019 train 7.382196 (lr=1.2548e-04) (hash(x)=26127756)
+2020 train 6.958045 (lr=1.2543e-04) (hash(x)=19770037)
+2021 train 7.414074 (lr=1.2538e-04) (hash(x)=26479346)
+2022 train 7.413088 (lr=1.2534e-04) (hash(x)=25967643)
+2023 train 7.343256 (lr=1.2529e-04) (hash(x)=21970343)
+2024 train 7.554696 (lr=1.2524e-04) (hash(x)=26449648)
+2025 train 7.491052 (lr=1.2519e-04) (hash(x)=24874094)
+2026 train 7.134544 (lr=1.2514e-04) (hash(x)=21399697)
+2027 train 7.352726 (lr=1.2510e-04) (hash(x)=24097897)
+2028 train 7.404722 (lr=1.2505e-04) (hash(x)=24453548)
+2029 train 7.529918 (lr=1.2500e-04) (hash(x)=26692093)
+2030 train 7.384436 (lr=1.2495e-04) (hash(x)=27217002)
+2031 train 7.717422 (lr=1.2490e-04) (hash(x)=31676352)
+2032 train 7.403322 (lr=1.2486e-04) (hash(x)=23396350)
+2033 train 7.419848 (lr=1.2481e-04) (hash(x)=26245173)
+2034 train 7.497266 (lr=1.2476e-04) (hash(x)=24821033)
+2035 train 7.481121 (lr=1.2471e-04) (hash(x)=23908053)
+2036 train 7.248934 (lr=1.2466e-04) (hash(x)=23469373)
+2037 train 7.343223 (lr=1.2462e-04) (hash(x)=24102198)
+2038 train 7.349092 (lr=1.2457e-04) (hash(x)=24712135)
+2039 train 7.636583 (lr=1.2452e-04) (hash(x)=25600562)
+2040 train 7.484895 (lr=1.2447e-04) (hash(x)=23193393)
+2041 train 7.458191 (lr=1.2442e-04) (hash(x)=24776954)
+2042 train 7.612257 (lr=1.2438e-04) (hash(x)=28066546)
+2043 train 7.185201 (lr=1.2433e-04) (hash(x)=23549168)
+2044 train 7.228504 (lr=1.2428e-04) (hash(x)=22681487)
+2045 train 7.444519 (lr=1.2423e-04) (hash(x)=26663184)
+2046 train 7.399625 (lr=1.2418e-04) (hash(x)=23320809)
+2047 train 7.229414 (lr=1.2413e-04) (hash(x)=22022924)
+2048 train 7.564548 (lr=1.2409e-04) (hash(x)=27960930)
+2049 train 7.408134 (lr=1.2404e-04) (hash(x)=24899178)
+2050 val loss 7.4069
+2050 val perplexity 1647.3800
+2050 train 7.284293 (lr=1.2399e-04) (hash(x)=24450711)
+2051 train 7.245332 (lr=1.2394e-04) (hash(x)=23294980)
+2052 train 7.171033 (lr=1.2389e-04) (hash(x)=23243665)
+2053 train 7.093280 (lr=1.2384e-04) (hash(x)=21004461)
+2054 train 7.379827 (lr=1.2380e-04) (hash(x)=24493583)
+2055 train 7.289153 (lr=1.2375e-04) (hash(x)=22777085)
+2056 train 7.235459 (lr=1.2370e-04) (hash(x)=25169889)
+2057 train 7.904588 (lr=1.2365e-04) (hash(x)=28395880)
+2058 train 7.849091 (lr=1.2360e-04) (hash(x)=29603726)
+2059 train 7.460878 (lr=1.2356e-04) (hash(x)=26271115)
+2060 train 7.476072 (lr=1.2351e-04) (hash(x)=25616212)
+2061 train 7.528625 (lr=1.2346e-04) (hash(x)=26398325)
+2062 train 7.233870 (lr=1.2341e-04) (hash(x)=23836586)
+2063 train 7.161953 (lr=1.2336e-04) (hash(x)=21727744)
+2064 train 7.359021 (lr=1.2331e-04) (hash(x)=25183195)
+2065 train 7.513618 (lr=1.2326e-04) (hash(x)=27108132)
+2066 train 7.206213 (lr=1.2322e-04) (hash(x)=20987812)
+2067 train 7.516217 (lr=1.2317e-04) (hash(x)=22729318)
+2068 train 7.324506 (lr=1.2312e-04) (hash(x)=23129709)
+2069 train 7.865631 (lr=1.2307e-04) (hash(x)=32820084)
+2070 train 7.898654 (lr=1.2302e-04) (hash(x)=33763489)
+2071 train 7.305029 (lr=1.2297e-04) (hash(x)=20701998)
+2072 train 7.597812 (lr=1.2293e-04) (hash(x)=27765988)
+2073 train 7.327484 (lr=1.2288e-04) (hash(x)=24157446)
+2074 train 7.257994 (lr=1.2283e-04) (hash(x)=22014978)
+2075 train 7.798911 (lr=1.2278e-04) (hash(x)=27928398)
+2076 train 7.617162 (lr=1.2273e-04) (hash(x)=27880142)
+2077 train 7.885995 (lr=1.2268e-04) (hash(x)=34991795)
+2078 train 7.481565 (lr=1.2263e-04) (hash(x)=25944128)
+2079 train 7.262425 (lr=1.2259e-04) (hash(x)=20863982)
+2080 train 7.610021 (lr=1.2254e-04) (hash(x)=28036097)
+2081 train 7.624548 (lr=1.2249e-04) (hash(x)=25813615)
+2082 train 7.135376 (lr=1.2244e-04) (hash(x)=22862316)
+2083 train 7.148687 (lr=1.2239e-04) (hash(x)=22827054)
+2084 train 7.258484 (lr=1.2234e-04) (hash(x)=23996531)
+2085 train 7.370181 (lr=1.2229e-04) (hash(x)=25756087)
+2086 train 7.422280 (lr=1.2225e-04) (hash(x)=23165889)
+2087 train 7.573607 (lr=1.2220e-04) (hash(x)=25084926)
+2088 train 7.453163 (lr=1.2215e-04) (hash(x)=26063862)
+2089 train 7.487497 (lr=1.2210e-04) (hash(x)=27843638)
+2090 train 7.736771 (lr=1.2205e-04) (hash(x)=27375554)
+2091 train 7.490524 (lr=1.2200e-04) (hash(x)=25540961)
+2092 train 7.233595 (lr=1.2195e-04) (hash(x)=22933785)
+2093 train 7.393582 (lr=1.2190e-04) (hash(x)=23996956)
+2094 train 7.142841 (lr=1.2186e-04) (hash(x)=22915854)
+2095 train 7.382575 (lr=1.2181e-04) (hash(x)=24412897)
+2096 train 7.386846 (lr=1.2176e-04) (hash(x)=25152336)
+2097 train 7.693474 (lr=1.2171e-04) (hash(x)=29525589)
+2098 train 7.496666 (lr=1.2166e-04) (hash(x)=26435656)
+2099 train 7.413975 (lr=1.2161e-04) (hash(x)=26269869)
+2100 val loss 7.3650
+2100 val perplexity 1579.7844
+2100 train 7.176560 (lr=1.2156e-04) (hash(x)=23856783)
+2101 train 7.457879 (lr=1.2151e-04) (hash(x)=26039611)
+2102 train 7.199353 (lr=1.2147e-04) (hash(x)=25048861)
+2103 train 7.316951 (lr=1.2142e-04) (hash(x)=25434913)
+2104 train 7.473666 (lr=1.2137e-04) (hash(x)=24203891)
+2105 train 7.335579 (lr=1.2132e-04) (hash(x)=26016998)
+2106 train 7.496204 (lr=1.2127e-04) (hash(x)=23986767)
+2107 train 7.366153 (lr=1.2122e-04) (hash(x)=25157653)
+2108 train 7.501811 (lr=1.2117e-04) (hash(x)=30193751)
+2109 train 7.357491 (lr=1.2112e-04) (hash(x)=22630574)
+2110 train 7.275420 (lr=1.2107e-04) (hash(x)=23475467)
+2111 train 7.580394 (lr=1.2103e-04) (hash(x)=26302544)
+2112 train 7.351860 (lr=1.2098e-04) (hash(x)=21276592)
+2113 train 7.557970 (lr=1.2093e-04) (hash(x)=27566393)
+2114 train 7.328189 (lr=1.2088e-04) (hash(x)=25028015)
+2115 train 7.123165 (lr=1.2083e-04) (hash(x)=22010703)
+2116 train 7.455547 (lr=1.2078e-04) (hash(x)=23711709)
+2117 train 7.483337 (lr=1.2073e-04) (hash(x)=26105026)
+2118 train 7.808873 (lr=1.2068e-04) (hash(x)=34433894)
+2119 train 7.884764 (lr=1.2063e-04) (hash(x)=34976197)
+2120 train 7.390975 (lr=1.2059e-04) (hash(x)=27690727)
+2121 train 7.235889 (lr=1.2054e-04) (hash(x)=24368234)
+2122 train 7.239751 (lr=1.2049e-04) (hash(x)=25095726)
+2123 train 7.438125 (lr=1.2044e-04) (hash(x)=28248301)
+2124 train 7.155145 (lr=1.2039e-04) (hash(x)=23322302)
+2125 train 7.629537 (lr=1.2034e-04) (hash(x)=26416200)
+2126 train 7.264563 (lr=1.2029e-04) (hash(x)=26577567)
+2127 train 7.354036 (lr=1.2024e-04) (hash(x)=23870805)
+2128 train 7.289240 (lr=1.2019e-04) (hash(x)=25440544)
+2129 train 7.390871 (lr=1.2014e-04) (hash(x)=25795021)
+2130 train 7.287534 (lr=1.2009e-04) (hash(x)=20896402)
+2131 train 7.310758 (lr=1.2005e-04) (hash(x)=24457252)
+2132 train 7.362926 (lr=1.2000e-04) (hash(x)=25926760)
+2133 train 7.246655 (lr=1.1995e-04) (hash(x)=23503725)
+2134 train 7.790734 (lr=1.1990e-04) (hash(x)=28728828)
+2135 train 7.302689 (lr=1.1985e-04) (hash(x)=25041103)
+2136 train 7.319542 (lr=1.1980e-04) (hash(x)=22863770)
+2137 train 7.196854 (lr=1.1975e-04) (hash(x)=23037755)
+2138 train 7.411556 (lr=1.1970e-04) (hash(x)=25848413)
+2139 train 7.471597 (lr=1.1965e-04) (hash(x)=25998487)
+2140 train 7.300481 (lr=1.1960e-04) (hash(x)=22754440)
+2141 train 7.524925 (lr=1.1955e-04) (hash(x)=27705382)
+2142 train 7.570509 (lr=1.1950e-04) (hash(x)=27629095)
+2143 train 7.459410 (lr=1.1945e-04) (hash(x)=26041745)
+2144 train 7.208154 (lr=1.1941e-04) (hash(x)=21909712)
+2145 train 7.380349 (lr=1.1936e-04) (hash(x)=24353905)
+2146 train 7.323933 (lr=1.1931e-04) (hash(x)=24482587)
+2147 train 7.467687 (lr=1.1926e-04) (hash(x)=27249810)
+2148 train 7.597282 (lr=1.1921e-04) (hash(x)=26709938)
+2149 train 7.259817 (lr=1.1916e-04) (hash(x)=23831457)
+2150 val loss 7.3574
+2150 val perplexity 1567.8290
+2150 train 7.573263 (lr=1.1911e-04) (hash(x)=29776243)
+2151 train 7.099880 (lr=1.1906e-04) (hash(x)=24068619)
+2152 train 7.340008 (lr=1.1901e-04) (hash(x)=22208671)
+2153 train 7.484152 (lr=1.1896e-04) (hash(x)=26680905)
+2154 train 7.361019 (lr=1.1891e-04) (hash(x)=23567808)
+2155 train 7.590473 (lr=1.1886e-04) (hash(x)=26359528)
+2156 train 7.359132 (lr=1.1881e-04) (hash(x)=23787652)
+2157 train 7.631711 (lr=1.1876e-04) (hash(x)=28347177)
+2158 train 7.324071 (lr=1.1872e-04) (hash(x)=25266519)
+2159 train 7.255229 (lr=1.1867e-04) (hash(x)=25441262)
+2160 train 7.188217 (lr=1.1862e-04) (hash(x)=23959943)
+2161 train 7.428617 (lr=1.1857e-04) (hash(x)=27888093)
+2162 train 7.313488 (lr=1.1852e-04) (hash(x)=25547833)
+2163 train 7.266799 (lr=1.1847e-04) (hash(x)=24413659)
+2164 train 8.652083 (lr=1.1842e-04) (hash(x)=34397626)
+2165 train 7.262661 (lr=1.1837e-04) (hash(x)=21159323)
+2166 train 7.435895 (lr=1.1832e-04) (hash(x)=25360269)
+2167 train 7.485826 (lr=1.1827e-04) (hash(x)=29181867)
+2168 train 7.263969 (lr=1.1822e-04) (hash(x)=22501613)
+2169 train 7.353172 (lr=1.1817e-04) (hash(x)=26469077)
+2170 train 7.320720 (lr=1.1812e-04) (hash(x)=26665118)
+2171 train 7.963589 (lr=1.1807e-04) (hash(x)=31551575)
+2172 train 7.307808 (lr=1.1802e-04) (hash(x)=24803935)
+2173 train 7.223972 (lr=1.1797e-04) (hash(x)=20896465)
+2174 train 7.689075 (lr=1.1792e-04) (hash(x)=25702284)
+2175 train 7.639997 (lr=1.1787e-04) (hash(x)=27093757)
+2176 train 7.403327 (lr=1.1782e-04) (hash(x)=26024255)
+2177 train 7.533816 (lr=1.1777e-04) (hash(x)=26443521)
+2178 train 7.502047 (lr=1.1773e-04) (hash(x)=25478467)
+2179 train 7.385158 (lr=1.1768e-04) (hash(x)=23624298)
+2180 train 7.477416 (lr=1.1763e-04) (hash(x)=27304178)
+2181 train 7.232566 (lr=1.1758e-04) (hash(x)=23016570)
+2182 train 7.183763 (lr=1.1753e-04) (hash(x)=21073756)
+2183 train 7.269826 (lr=1.1748e-04) (hash(x)=25150275)
+2184 train 7.046764 (lr=1.1743e-04) (hash(x)=21004187)
+2185 train 7.318544 (lr=1.1738e-04) (hash(x)=25876062)
+2186 train 7.270590 (lr=1.1733e-04) (hash(x)=24221275)
+2187 train 7.572732 (lr=1.1728e-04) (hash(x)=26239886)
+2188 train 7.253218 (lr=1.1723e-04) (hash(x)=23299261)
+2189 train 7.660077 (lr=1.1718e-04) (hash(x)=31024703)
+2190 train 7.787025 (lr=1.1713e-04) (hash(x)=30084774)
+2191 train 8.074651 (lr=1.1708e-04) (hash(x)=33457102)
+2192 train 7.272071 (lr=1.1703e-04) (hash(x)=22423723)
+2193 train 7.317502 (lr=1.1698e-04) (hash(x)=21989055)
+2194 train 7.302141 (lr=1.1693e-04) (hash(x)=23286499)
+2195 train 7.257189 (lr=1.1688e-04) (hash(x)=17499738)
+2196 train 7.345793 (lr=1.1683e-04) (hash(x)=25329557)
+2197 train 7.239185 (lr=1.1678e-04) (hash(x)=24195578)
+2198 train 7.436662 (lr=1.1673e-04) (hash(x)=26646383)
+2199 train 7.306188 (lr=1.1668e-04) (hash(x)=25755322)
+2200 val loss 7.3507
+2200 val perplexity 1557.3254
+2200 train 7.375903 (lr=1.1663e-04) (hash(x)=27592223)
+2201 train 7.582283 (lr=1.1658e-04) (hash(x)=26164625)
+2202 train 7.453402 (lr=1.1653e-04) (hash(x)=21856341)
+2203 train 7.321838 (lr=1.1648e-04) (hash(x)=23722795)
+2204 train 7.391211 (lr=1.1643e-04) (hash(x)=25409645)
+2205 train 7.339406 (lr=1.1638e-04) (hash(x)=23415339)
+2206 train 7.297766 (lr=1.1633e-04) (hash(x)=24147928)
+2207 train 7.194183 (lr=1.1628e-04) (hash(x)=23630794)
+2208 train 7.297104 (lr=1.1623e-04) (hash(x)=27361452)
+2209 train 7.333471 (lr=1.1618e-04) (hash(x)=25632158)
+2210 train 7.172838 (lr=1.1613e-04) (hash(x)=21159789)
+2211 train 7.295082 (lr=1.1608e-04) (hash(x)=23374168)
+2212 train 7.357259 (lr=1.1603e-04) (hash(x)=24844739)
+2213 train 7.270212 (lr=1.1598e-04) (hash(x)=23461285)
+2214 train 7.321263 (lr=1.1593e-04) (hash(x)=27958481)
+2215 train 7.239624 (lr=1.1588e-04) (hash(x)=25167987)
+2216 train 7.416770 (lr=1.1583e-04) (hash(x)=22873204)
+2217 train 8.029631 (lr=1.1578e-04) (hash(x)=31038116)
+2218 train 7.436296 (lr=1.1573e-04) (hash(x)=28883155)
+2219 train 7.371653 (lr=1.1568e-04) (hash(x)=30941010)
+2220 train 7.311310 (lr=1.1563e-04) (hash(x)=24947521)
+2221 train 7.328981 (lr=1.1558e-04) (hash(x)=22703293)
+2222 train 7.315811 (lr=1.1553e-04) (hash(x)=23976007)
+2223 train 7.254514 (lr=1.1548e-04) (hash(x)=24043224)
+2224 train 7.176746 (lr=1.1543e-04) (hash(x)=23981093)
+2225 train 7.312595 (lr=1.1538e-04) (hash(x)=26445994)
+2226 train 7.628414 (lr=1.1533e-04) (hash(x)=27252393)
+2227 train 7.590595 (lr=1.1528e-04) (hash(x)=29736627)
+2228 train 7.548030 (lr=1.1523e-04) (hash(x)=24698933)
+2229 train 7.174823 (lr=1.1518e-04) (hash(x)=24357840)
+2230 train 7.344123 (lr=1.1513e-04) (hash(x)=25384498)
+2231 train 7.453218 (lr=1.1508e-04) (hash(x)=24665411)
+2232 train 7.341191 (lr=1.1503e-04) (hash(x)=24646352)
+2233 train 7.330329 (lr=1.1498e-04) (hash(x)=25670741)
+2234 train 7.379547 (lr=1.1493e-04) (hash(x)=26648242)
+2235 train 7.585774 (lr=1.1488e-04) (hash(x)=27916043)
+2236 train 7.359099 (lr=1.1483e-04) (hash(x)=25963100)
+2237 train 7.417602 (lr=1.1478e-04) (hash(x)=27357379)
+2238 train 7.264655 (lr=1.1473e-04) (hash(x)=21852360)
+2239 train 7.202072 (lr=1.1468e-04) (hash(x)=17321657)
+2240 train 7.169160 (lr=1.1463e-04) (hash(x)=18446645)
+2241 train 6.958566 (lr=1.1458e-04) (hash(x)=17550988)
+2242 train 7.308835 (lr=1.1453e-04) (hash(x)=27052347)
+2243 train 7.189524 (lr=1.1448e-04) (hash(x)=23829833)
+2244 train 7.412790 (lr=1.1443e-04) (hash(x)=27267264)
+2245 train 7.661527 (lr=1.1438e-04) (hash(x)=24673611)
+2246 train 7.533728 (lr=1.1433e-04) (hash(x)=25248507)
+2247 train 7.766264 (lr=1.1428e-04) (hash(x)=27932591)
+2248 train 7.604299 (lr=1.1423e-04) (hash(x)=26078877)
+2249 train 7.644073 (lr=1.1418e-04) (hash(x)=26067367)
+2250 val loss 7.3549
+2250 val perplexity 1563.8882
+2250 train 7.711442 (lr=1.1413e-04) (hash(x)=29143527)
+2251 train 7.709125 (lr=1.1408e-04) (hash(x)=28206079)
+2252 train 8.265497 (lr=1.1403e-04) (hash(x)=28894494)
+2253 train 7.749269 (lr=1.1398e-04) (hash(x)=27977422)
+2254 train 7.397229 (lr=1.1393e-04) (hash(x)=26446420)
+2255 train 7.591088 (lr=1.1388e-04) (hash(x)=29447954)
+2256 train 7.405597 (lr=1.1383e-04) (hash(x)=22181789)
+2257 train 7.384815 (lr=1.1378e-04) (hash(x)=24976337)
+2258 train 7.345165 (lr=1.1373e-04) (hash(x)=23277532)
+2259 train 7.485077 (lr=1.1368e-04) (hash(x)=25935364)
+2260 train 7.585622 (lr=1.1363e-04) (hash(x)=26988889)
+2261 train 7.406004 (lr=1.1358e-04) (hash(x)=26887303)
+2262 train 7.358516 (lr=1.1353e-04) (hash(x)=25021426)
+2263 train 7.300236 (lr=1.1348e-04) (hash(x)=24621816)
+2264 train 7.186049 (lr=1.1343e-04) (hash(x)=22132007)
+2265 train 7.157093 (lr=1.1338e-04) (hash(x)=22648602)
+2266 train 7.436901 (lr=1.1333e-04) (hash(x)=23132242)
+2267 train 7.481940 (lr=1.1328e-04) (hash(x)=24070405)
+2268 train 7.061085 (lr=1.1323e-04) (hash(x)=21412906)
+2269 train 7.744322 (lr=1.1318e-04) (hash(x)=27547292)
+2270 train 7.494983 (lr=1.1313e-04) (hash(x)=27740500)
+2271 train 7.223183 (lr=1.1308e-04) (hash(x)=24682294)
+2272 train 7.644966 (lr=1.1303e-04) (hash(x)=27969424)
+2273 train 7.351839 (lr=1.1298e-04) (hash(x)=22172182)
+2274 train 7.367571 (lr=1.1293e-04) (hash(x)=26485905)
+2275 train 7.202486 (lr=1.1288e-04) (hash(x)=24050209)
+2276 train 7.383325 (lr=1.1282e-04) (hash(x)=28802650)
+2277 train 7.144123 (lr=1.1277e-04) (hash(x)=23644616)
+2278 train 7.350683 (lr=1.1272e-04) (hash(x)=25409768)
+2279 train 7.495556 (lr=1.1267e-04) (hash(x)=28057095)
+2280 train 7.981361 (lr=1.1262e-04) (hash(x)=31689723)
+2281 train 7.140363 (lr=1.1257e-04) (hash(x)=22252427)
+2282 train 7.369101 (lr=1.1252e-04) (hash(x)=24142092)
+2283 train 7.322807 (lr=1.1247e-04) (hash(x)=22523232)
+2284 train 7.543102 (lr=1.1242e-04) (hash(x)=26017294)
+2285 train 7.382074 (lr=1.1237e-04) (hash(x)=25025388)
+2286 train 7.144913 (lr=1.1232e-04) (hash(x)=23819479)
+2287 train 7.302840 (lr=1.1227e-04) (hash(x)=24547536)
+2288 train 7.080341 (lr=1.1222e-04) (hash(x)=22622789)
+2289 train 7.102815 (lr=1.1217e-04) (hash(x)=23874051)
+2290 train 7.427552 (lr=1.1212e-04) (hash(x)=25015641)
+2291 train 7.299994 (lr=1.1207e-04) (hash(x)=24978712)
+2292 train 7.384255 (lr=1.1202e-04) (hash(x)=25311986)
+2293 train 7.162065 (lr=1.1197e-04) (hash(x)=24298295)
+2294 train 7.250725 (lr=1.1192e-04) (hash(x)=26481527)
+2295 train 6.986201 (lr=1.1187e-04) (hash(x)=18987545)
+2296 train 7.222581 (lr=1.1182e-04) (hash(x)=24617990)
+2297 train 7.223978 (lr=1.1176e-04) (hash(x)=23903200)
+2298 train 7.530744 (lr=1.1171e-04) (hash(x)=26278697)
+2299 train 7.273447 (lr=1.1166e-04) (hash(x)=24092784)
+2300 val loss 7.3147
+2300 val perplexity 1502.1804
+2300 train 7.225368 (lr=1.1161e-04) (hash(x)=22894919)
+2301 train 7.302672 (lr=1.1156e-04) (hash(x)=24253964)
+2302 train 7.261748 (lr=1.1151e-04) (hash(x)=23750610)
+2303 train 7.281430 (lr=1.1146e-04) (hash(x)=26745063)
+2304 train 7.088144 (lr=1.1141e-04) (hash(x)=21407001)
+2305 train 7.472557 (lr=1.1136e-04) (hash(x)=26680082)
+2306 train 7.380981 (lr=1.1131e-04) (hash(x)=26722122)
+2307 train 7.233257 (lr=1.1126e-04) (hash(x)=22539112)
+2308 train 7.011066 (lr=1.1121e-04) (hash(x)=19927356)
+2309 train 7.103101 (lr=1.1116e-04) (hash(x)=21431267)
+2310 train 7.029893 (lr=1.1111e-04) (hash(x)=21073487)
+2311 train 7.074568 (lr=1.1106e-04) (hash(x)=21447406)
+2312 train 7.040898 (lr=1.1101e-04) (hash(x)=22667253)
+2313 train 7.018217 (lr=1.1096e-04) (hash(x)=20849089)
+2314 train 7.029384 (lr=1.1091e-04) (hash(x)=19168351)
+2315 train 7.069988 (lr=1.1085e-04) (hash(x)=21082139)
+2316 train 7.029460 (lr=1.1080e-04) (hash(x)=21493530)
+2317 train 7.001840 (lr=1.1075e-04) (hash(x)=19506447)
+2318 train 7.101433 (lr=1.1070e-04) (hash(x)=23128797)
+2319 train 7.225478 (lr=1.1065e-04) (hash(x)=24650655)
+2320 train 6.995786 (lr=1.1060e-04) (hash(x)=21833080)
+2321 train 7.485828 (lr=1.1055e-04) (hash(x)=26355512)
+2322 train 7.650204 (lr=1.1050e-04) (hash(x)=26746363)
+2323 train 7.108609 (lr=1.1045e-04) (hash(x)=22130721)
+2324 train 7.446519 (lr=1.1040e-04) (hash(x)=28301752)
+2325 train 7.292125 (lr=1.1035e-04) (hash(x)=26444359)
+2326 train 7.667190 (lr=1.1030e-04) (hash(x)=24836130)
+2327 train 8.046028 (lr=1.1025e-04) (hash(x)=26519976)
+2328 train 9.463234 (lr=1.1020e-04) (hash(x)=35558906)
+2329 train 7.732826 (lr=1.1014e-04) (hash(x)=30877729)
+2330 train 7.594794 (lr=1.1009e-04) (hash(x)=28028485)
+2331 train 7.722515 (lr=1.1004e-04) (hash(x)=25582440)
+2332 train 8.024096 (lr=1.0999e-04) (hash(x)=29402491)
+2333 train 7.348853 (lr=1.0994e-04) (hash(x)=25200284)
+2334 train 7.375137 (lr=1.0989e-04) (hash(x)=26288480)
+2335 train 7.212531 (lr=1.0984e-04) (hash(x)=20106514)
+2336 train 7.163079 (lr=1.0979e-04) (hash(x)=22522123)
+2337 train 7.131984 (lr=1.0974e-04) (hash(x)=23362041)
+2338 train 7.244223 (lr=1.0969e-04) (hash(x)=26003099)
+2339 train 7.279695 (lr=1.0964e-04) (hash(x)=25695510)
+2340 train 7.318113 (lr=1.0959e-04) (hash(x)=27225904)
+2341 train 7.014713 (lr=1.0954e-04) (hash(x)=21573008)
+2342 train 7.486534 (lr=1.0948e-04) (hash(x)=21386628)
+2343 train 7.271077 (lr=1.0943e-04) (hash(x)=20117808)
+2344 train 7.418096 (lr=1.0938e-04) (hash(x)=21592790)
+2345 train 7.307132 (lr=1.0933e-04) (hash(x)=19909192)
+2346 train 7.419909 (lr=1.0928e-04) (hash(x)=22529262)
+2347 train 7.458099 (lr=1.0923e-04) (hash(x)=24501900)
+2348 train 7.247209 (lr=1.0918e-04) (hash(x)=25912171)
+2349 train 7.342365 (lr=1.0913e-04) (hash(x)=25606665)
+2350 val loss 7.3109
+2350 val perplexity 1496.4910
+2350 train 7.263731 (lr=1.0908e-04) (hash(x)=24487351)
+2351 train 7.491437 (lr=1.0903e-04) (hash(x)=25510334)
+2352 train 7.418884 (lr=1.0898e-04) (hash(x)=25357989)
+2353 train 7.064452 (lr=1.0893e-04) (hash(x)=24656801)
+2354 train 7.161045 (lr=1.0887e-04) (hash(x)=23312772)
+2355 train 7.037576 (lr=1.0882e-04) (hash(x)=22099158)
+2356 train 7.107011 (lr=1.0877e-04) (hash(x)=26507898)
+2357 train 7.388510 (lr=1.0872e-04) (hash(x)=28351614)
+2358 train 7.408080 (lr=1.0867e-04) (hash(x)=27489567)
+2359 train 7.368871 (lr=1.0862e-04) (hash(x)=25749120)
+2360 train 7.714092 (lr=1.0857e-04) (hash(x)=31711338)
+2361 train 7.841281 (lr=1.0852e-04) (hash(x)=29645018)
+2362 train 7.866165 (lr=1.0847e-04) (hash(x)=29713268)
+2363 train 7.035722 (lr=1.0842e-04) (hash(x)=21720691)
+2364 train 7.156094 (lr=1.0837e-04) (hash(x)=24316633)
+2365 train 7.126420 (lr=1.0831e-04) (hash(x)=21597124)
+2366 train 7.139899 (lr=1.0826e-04) (hash(x)=22520345)
+2367 train 7.176275 (lr=1.0821e-04) (hash(x)=24357241)
+2368 train 7.313970 (lr=1.0816e-04) (hash(x)=24085450)
+2369 train 7.214916 (lr=1.0811e-04) (hash(x)=25136495)
+2370 train 7.655174 (lr=1.0806e-04) (hash(x)=26073986)
+2371 train 7.618789 (lr=1.0801e-04) (hash(x)=28911272)
+2372 train 7.406470 (lr=1.0796e-04) (hash(x)=26667356)
+2373 train 7.235744 (lr=1.0791e-04) (hash(x)=25225894)
+2374 train 7.257818 (lr=1.0786e-04) (hash(x)=24404081)
+2375 train 7.337656 (lr=1.0781e-04) (hash(x)=25584945)
+2376 train 7.200127 (lr=1.0775e-04) (hash(x)=23831571)
+2377 train 7.157370 (lr=1.0770e-04) (hash(x)=23521916)
+2378 train 7.175243 (lr=1.0765e-04) (hash(x)=25318634)
+2379 train 7.112769 (lr=1.0760e-04) (hash(x)=21847287)
+2380 train 7.443080 (lr=1.0755e-04) (hash(x)=23877060)
+2381 train 7.218044 (lr=1.0750e-04) (hash(x)=24069020)
+2382 train 7.026544 (lr=1.0745e-04) (hash(x)=21724290)
+2383 train 7.224536 (lr=1.0740e-04) (hash(x)=25198897)
+2384 train 7.095160 (lr=1.0735e-04) (hash(x)=24109958)
+2385 train 7.011882 (lr=1.0729e-04) (hash(x)=20122390)
+2386 train 7.265407 (lr=1.0724e-04) (hash(x)=24062305)
+2387 train 7.006574 (lr=1.0719e-04) (hash(x)=22436833)
+2388 train 7.347348 (lr=1.0714e-04) (hash(x)=26013214)
+2389 train 7.705530 (lr=1.0709e-04) (hash(x)=27691436)
+2390 train 7.857671 (lr=1.0704e-04) (hash(x)=30802878)
+2391 train 6.980848 (lr=1.0699e-04) (hash(x)=23475891)
+2392 train 6.976062 (lr=1.0694e-04) (hash(x)=23118133)
+2393 train 6.878143 (lr=1.0689e-04) (hash(x)=21469159)
+2394 train 7.274491 (lr=1.0684e-04) (hash(x)=26444484)
+2395 train 7.173369 (lr=1.0678e-04) (hash(x)=25083992)
+2396 train 7.495724 (lr=1.0673e-04) (hash(x)=23461229)
+2397 train 7.349922 (lr=1.0668e-04) (hash(x)=20441653)
+2398 train 7.459107 (lr=1.0663e-04) (hash(x)=28024211)
+2399 train 7.267606 (lr=1.0658e-04) (hash(x)=23644804)
+2400 val loss 7.2928
+2400 val perplexity 1469.6617
+2400 train 7.094692 (lr=1.0653e-04) (hash(x)=26685301)
+2401 train 6.940650 (lr=1.0648e-04) (hash(x)=20820913)
+2402 train 7.170425 (lr=1.0643e-04) (hash(x)=22178190)
+2403 train 7.709218 (lr=1.0638e-04) (hash(x)=31377168)
+2404 train 7.913116 (lr=1.0632e-04) (hash(x)=33795307)
+2405 train 8.070423 (lr=1.0627e-04) (hash(x)=34450341)
+2406 train 7.236321 (lr=1.0622e-04) (hash(x)=25834183)
+2407 train 7.449380 (lr=1.0617e-04) (hash(x)=25629584)
+2408 train 7.232739 (lr=1.0612e-04) (hash(x)=25080123)
+2409 train 7.131011 (lr=1.0607e-04) (hash(x)=21975628)
+2410 train 7.659947 (lr=1.0602e-04) (hash(x)=27430197)
+2411 train 7.781630 (lr=1.0597e-04) (hash(x)=29285135)
+2412 train 7.540187 (lr=1.0592e-04) (hash(x)=24640105)
+2413 train 7.640686 (lr=1.0586e-04) (hash(x)=29628864)
+2414 train 7.816949 (lr=1.0581e-04) (hash(x)=30096444)
+2415 train 7.691346 (lr=1.0576e-04) (hash(x)=29797280)
+2416 train 7.060960 (lr=1.0571e-04) (hash(x)=22686143)
+2417 train 7.633411 (lr=1.0566e-04) (hash(x)=28346842)
+2418 train 7.603458 (lr=1.0561e-04) (hash(x)=28167937)
+2419 train 7.845118 (lr=1.0556e-04) (hash(x)=33122326)
+2420 train 7.884702 (lr=1.0551e-04) (hash(x)=33044913)
+2421 train 7.676134 (lr=1.0545e-04) (hash(x)=31250981)
+2422 train 7.881233 (lr=1.0540e-04) (hash(x)=29827111)
+2423 train 7.780864 (lr=1.0535e-04) (hash(x)=30026394)
+2424 train 7.927451 (lr=1.0530e-04) (hash(x)=26998238)
+2425 train 7.960960 (lr=1.0525e-04) (hash(x)=24850684)
+2426 train 8.093201 (lr=1.0520e-04) (hash(x)=36659853)
+2427 train 8.032393 (lr=1.0515e-04) (hash(x)=34353164)
+2428 train 7.374916 (lr=1.0510e-04) (hash(x)=23630644)
+2429 train 7.260630 (lr=1.0505e-04) (hash(x)=24528186)
+2430 train 7.163832 (lr=1.0499e-04) (hash(x)=22665222)
+2431 train 7.279056 (lr=1.0494e-04) (hash(x)=26594177)
+2432 train 7.665210 (lr=1.0489e-04) (hash(x)=29300546)
+2433 train 7.120452 (lr=1.0484e-04) (hash(x)=21331715)
+2434 train 7.425724 (lr=1.0479e-04) (hash(x)=26290885)
+2435 train 7.309628 (lr=1.0474e-04) (hash(x)=25554738)
+2436 train 7.552294 (lr=1.0469e-04) (hash(x)=26744311)
+2437 train 7.488161 (lr=1.0464e-04) (hash(x)=26872344)
+2438 train 7.513213 (lr=1.0458e-04) (hash(x)=27636081)
+2439 train 7.314606 (lr=1.0453e-04) (hash(x)=23766256)
+2440 train 7.457072 (lr=1.0448e-04) (hash(x)=24434438)
+2441 train 7.244003 (lr=1.0443e-04) (hash(x)=22992618)
+2442 train 7.114171 (lr=1.0438e-04) (hash(x)=22393467)
+2443 train 7.375860 (lr=1.0433e-04) (hash(x)=26853444)
+2444 train 7.307770 (lr=1.0428e-04) (hash(x)=25101020)
+2445 train 7.201036 (lr=1.0423e-04) (hash(x)=24705456)
+2446 train 7.522633 (lr=1.0417e-04) (hash(x)=26798611)
+2447 train 7.155656 (lr=1.0412e-04) (hash(x)=24250150)
+2448 train 7.240542 (lr=1.0407e-04) (hash(x)=24494331)
+2449 train 7.243970 (lr=1.0402e-04) (hash(x)=27579257)
+2450 val loss 7.3081
+2450 val perplexity 1492.2960
+2450 train 7.021756 (lr=1.0397e-04) (hash(x)=22377407)
+2451 train 7.306571 (lr=1.0392e-04) (hash(x)=26289588)
+2452 train 7.249510 (lr=1.0387e-04) (hash(x)=25871900)
+2453 train 7.135612 (lr=1.0381e-04) (hash(x)=23437197)
+2454 train 7.392265 (lr=1.0376e-04) (hash(x)=23557786)
+2455 train 7.316379 (lr=1.0371e-04) (hash(x)=26108817)
+2456 train 7.243050 (lr=1.0366e-04) (hash(x)=26440482)
+2457 train 7.222049 (lr=1.0361e-04) (hash(x)=24583191)
+2458 train 7.205593 (lr=1.0356e-04) (hash(x)=23756440)
+2459 train 7.104781 (lr=1.0351e-04) (hash(x)=23814987)
+2460 train 7.467251 (lr=1.0346e-04) (hash(x)=28508433)
+2461 train 7.168920 (lr=1.0340e-04) (hash(x)=25692442)
+2462 train 7.193155 (lr=1.0335e-04) (hash(x)=24699197)
+2463 train 6.850511 (lr=1.0330e-04) (hash(x)=18582688)
+2464 train 7.155584 (lr=1.0325e-04) (hash(x)=23266625)
+2465 train 7.459110 (lr=1.0320e-04) (hash(x)=26565489)
+2466 train 6.999878 (lr=1.0315e-04) (hash(x)=21686599)
+2467 train 7.301856 (lr=1.0310e-04) (hash(x)=25558792)
+2468 train 7.049518 (lr=1.0305e-04) (hash(x)=25110035)
+2469 train 7.395010 (lr=1.0299e-04) (hash(x)=26263661)
+2470 train 7.137442 (lr=1.0294e-04) (hash(x)=22282189)
+2471 train 7.120791 (lr=1.0289e-04) (hash(x)=23272705)
+2472 train 7.179168 (lr=1.0284e-04) (hash(x)=25300067)
+2473 train 7.404929 (lr=1.0279e-04) (hash(x)=26802369)
+2474 train 7.134106 (lr=1.0274e-04) (hash(x)=24646471)
+2475 train 7.059658 (lr=1.0269e-04) (hash(x)=24709241)
+2476 train 7.152548 (lr=1.0263e-04) (hash(x)=26747197)
+2477 train 7.189949 (lr=1.0258e-04) (hash(x)=25201108)
+2478 train 7.343184 (lr=1.0253e-04) (hash(x)=24962427)
+2479 train 7.177011 (lr=1.0248e-04) (hash(x)=24793412)
+2480 train 7.204318 (lr=1.0243e-04) (hash(x)=24452301)
+2481 train 7.207213 (lr=1.0238e-04) (hash(x)=25177251)
+2482 train 7.158829 (lr=1.0233e-04) (hash(x)=25801499)
+2483 train 7.310361 (lr=1.0227e-04) (hash(x)=27256707)
+2484 train 7.558658 (lr=1.0222e-04) (hash(x)=25303237)
+2485 train 7.149868 (lr=1.0217e-04) (hash(x)=21641481)
+2486 train 7.121950 (lr=1.0212e-04) (hash(x)=23818831)
+2487 train 6.916487 (lr=1.0207e-04) (hash(x)=19280989)
+2488 train 7.267540 (lr=1.0202e-04) (hash(x)=24075167)
+2489 train 7.302236 (lr=1.0197e-04) (hash(x)=26651546)
+2490 train 7.185441 (lr=1.0191e-04) (hash(x)=25367186)
+2491 train 7.174649 (lr=1.0186e-04) (hash(x)=26508642)
+2492 train 7.266479 (lr=1.0181e-04) (hash(x)=25294182)
+2493 train 7.198200 (lr=1.0176e-04) (hash(x)=23916886)
+2494 train 7.052339 (lr=1.0171e-04) (hash(x)=21189910)
+2495 train 7.144200 (lr=1.0166e-04) (hash(x)=22751150)
+2496 train 7.543775 (lr=1.0161e-04) (hash(x)=26608502)
+2497 train 7.986436 (lr=1.0155e-04) (hash(x)=25372010)
+2498 train 7.231297 (lr=1.0150e-04) (hash(x)=22006251)
+2499 train 7.146711 (lr=1.0145e-04) (hash(x)=23880160)
+2500 val loss 7.2937
+2500 val perplexity 1470.9840
+2500 train 7.129147 (lr=1.0140e-04) (hash(x)=23225337)
+2501 train 7.272943 (lr=1.0135e-04) (hash(x)=24932950)
+2502 train 6.993937 (lr=1.0130e-04) (hash(x)=20022340)
+2503 train 7.375150 (lr=1.0125e-04) (hash(x)=23537942)
+2504 train 7.240777 (lr=1.0119e-04) (hash(x)=24884288)
+2505 train 6.913789 (lr=1.0114e-04) (hash(x)=21296580)
+2506 train 7.149739 (lr=1.0109e-04) (hash(x)=23001455)
+2507 train 7.464334 (lr=1.0104e-04) (hash(x)=26975313)
+2508 train 7.430032 (lr=1.0099e-04) (hash(x)=26029962)
+2509 train 7.156561 (lr=1.0094e-04) (hash(x)=24302204)
+2510 train 6.868332 (lr=1.0089e-04) (hash(x)=22997203)
+2511 train 6.982567 (lr=1.0083e-04) (hash(x)=23748375)
+2512 train 7.216722 (lr=1.0078e-04) (hash(x)=24453191)
+2513 train 6.934473 (lr=1.0073e-04) (hash(x)=22026776)
+2514 train 7.068805 (lr=1.0068e-04) (hash(x)=19934168)
+2515 train 7.334006 (lr=1.0063e-04) (hash(x)=25541754)
+2516 train 7.620136 (lr=1.0058e-04) (hash(x)=26604471)
+2517 train 7.630523 (lr=1.0053e-04) (hash(x)=27900386)
+2518 train 7.561214 (lr=1.0047e-04) (hash(x)=26403431)
+2519 train 7.579048 (lr=1.0042e-04) (hash(x)=27413825)
+2520 train 7.684392 (lr=1.0037e-04) (hash(x)=28332637)
+2521 train 7.479833 (lr=1.0032e-04) (hash(x)=27223027)
+2522 train 7.455551 (lr=1.0027e-04) (hash(x)=23843387)
+2523 train 7.471076 (lr=1.0022e-04) (hash(x)=27075951)
+2524 train 7.651108 (lr=1.0017e-04) (hash(x)=29300154)
+2525 train 7.298002 (lr=1.0011e-04) (hash(x)=28100582)
+2526 train 7.410800 (lr=1.0006e-04) (hash(x)=28051084)
+2527 train 7.132950 (lr=1.0001e-04) (hash(x)=21682445)
+2528 train 7.312504 (lr=9.9960e-05) (hash(x)=24062589)
+2529 train 7.513537 (lr=9.9908e-05) (hash(x)=29616079)
+2530 train 7.464517 (lr=9.9857e-05) (hash(x)=25170523)
+2531 train 7.023370 (lr=9.9805e-05) (hash(x)=23361504)
+2532 train 7.235388 (lr=9.9754e-05) (hash(x)=24444462)
+2533 train 7.253142 (lr=9.9702e-05) (hash(x)=24035993)
+2534 train 7.208624 (lr=9.9651e-05) (hash(x)=24696651)
+2535 train 7.202994 (lr=9.9599e-05) (hash(x)=22040184)
+2536 train 7.091830 (lr=9.9548e-05) (hash(x)=27400103)
+2537 train 7.422988 (lr=9.9496e-05) (hash(x)=27383080)
+2538 train 7.241013 (lr=9.9445e-05) (hash(x)=24212212)
+2539 train 7.117978 (lr=9.9393e-05) (hash(x)=23727731)
+2540 train 7.249681 (lr=9.9342e-05) (hash(x)=24149487)
+2541 train 7.021190 (lr=9.9290e-05) (hash(x)=23794649)
+2542 train 7.213441 (lr=9.9239e-05) (hash(x)=26147774)
+2543 train 7.323197 (lr=9.9187e-05) (hash(x)=24463229)
+2544 train 7.371030 (lr=9.9136e-05) (hash(x)=26361238)
+2545 train 7.030731 (lr=9.9084e-05) (hash(x)=18891545)
+2546 train 7.592271 (lr=9.9033e-05) (hash(x)=30380438)
+2547 train 7.825251 (lr=9.8981e-05) (hash(x)=32663792)
+2548 train 7.208973 (lr=9.8930e-05) (hash(x)=25175499)
+2549 train 7.388858 (lr=9.8878e-05) (hash(x)=26702407)
+2550 val loss 7.3031
+2550 val perplexity 1484.9514
+2550 train 7.217490 (lr=9.8827e-05) (hash(x)=24578061)
+2551 train 7.226589 (lr=9.8775e-05) (hash(x)=24091954)
+2552 train 7.291477 (lr=9.8724e-05) (hash(x)=23041778)
+2553 train 7.100451 (lr=9.8672e-05) (hash(x)=23686239)
+2554 train 7.192268 (lr=9.8621e-05) (hash(x)=22745355)
+2555 train 7.213411 (lr=9.8569e-05) (hash(x)=23599013)
+2556 train 7.127901 (lr=9.8518e-05) (hash(x)=26033088)
+2557 train 7.159522 (lr=9.8466e-05) (hash(x)=21634218)
+2558 train 7.118598 (lr=9.8414e-05) (hash(x)=20985281)
+2559 train 7.374603 (lr=9.8363e-05) (hash(x)=26670219)
+2560 train 7.159084 (lr=9.8311e-05) (hash(x)=26499936)
+2561 train 7.262666 (lr=9.8260e-05) (hash(x)=23547908)
+2562 train 7.134644 (lr=9.8208e-05) (hash(x)=22306373)
+2563 train 7.229221 (lr=9.8157e-05) (hash(x)=24380893)
+2564 train 7.186079 (lr=9.8105e-05) (hash(x)=23726190)
+2565 train 7.206503 (lr=9.8054e-05) (hash(x)=26967512)
+2566 train 7.269132 (lr=9.8002e-05) (hash(x)=23414576)
+2567 train 7.469078 (lr=9.7951e-05) (hash(x)=25558986)
+2568 train 7.378980 (lr=9.7899e-05) (hash(x)=27057505)
+2569 train 7.355377 (lr=9.7848e-05) (hash(x)=26048135)
+2570 train 7.312899 (lr=9.7796e-05) (hash(x)=26991032)
+2571 train 7.375846 (lr=9.7745e-05) (hash(x)=25729492)
+2572 train 6.962466 (lr=9.7693e-05) (hash(x)=20611723)
+2573 train 7.051713 (lr=9.7642e-05) (hash(x)=24563606)
+2574 train 7.097442 (lr=9.7590e-05) (hash(x)=23330043)
+2575 train 7.194208 (lr=9.7538e-05) (hash(x)=19218943)
+2576 train 7.539325 (lr=9.7487e-05) (hash(x)=20985122)
+2577 train 7.116659 (lr=9.7435e-05) (hash(x)=24133609)
+2578 train 7.455945 (lr=9.7384e-05) (hash(x)=28368610)
+2579 train 7.222978 (lr=9.7332e-05) (hash(x)=23952206)
+2580 train 7.102976 (lr=9.7281e-05) (hash(x)=23068957)
+2581 train 7.225742 (lr=9.7229e-05) (hash(x)=25365277)
+2582 train 7.570333 (lr=9.7178e-05) (hash(x)=24721184)
+2583 train 7.252907 (lr=9.7126e-05) (hash(x)=24551402)
+2584 train 6.986674 (lr=9.7075e-05) (hash(x)=20469327)
+2585 train 7.366015 (lr=9.7023e-05) (hash(x)=24966478)
+2586 train 7.106177 (lr=9.6972e-05) (hash(x)=18626184)
+2587 train 7.132205 (lr=9.6920e-05) (hash(x)=24007642)
+2588 train 7.090921 (lr=9.6868e-05) (hash(x)=23521875)
+2589 train 7.308675 (lr=9.6817e-05) (hash(x)=25204207)
+2590 train 7.104854 (lr=9.6765e-05) (hash(x)=25449801)
+2591 train 7.285343 (lr=9.6714e-05) (hash(x)=25229281)
+2592 train 7.135388 (lr=9.6662e-05) (hash(x)=23202696)
+2593 train 7.038541 (lr=9.6611e-05) (hash(x)=22435944)
+2594 train 6.977077 (lr=9.6559e-05) (hash(x)=20787439)
+2595 train 6.610651 (lr=9.6508e-05) (hash(x)=18214283)
+2596 train 6.815492 (lr=9.6456e-05) (hash(x)=20851477)
+2597 train 6.783240 (lr=9.6405e-05) (hash(x)=20609675)
+2598 train 6.907886 (lr=9.6353e-05) (hash(x)=20061218)
+2599 train 6.964396 (lr=9.6302e-05) (hash(x)=21251127)
+2600 val loss 7.2631
+2600 val perplexity 1426.6066
+2600 train 7.453166 (lr=9.6250e-05) (hash(x)=30948038)
+2601 train 7.705429 (lr=9.6198e-05) (hash(x)=32279160)
+2602 train 7.389109 (lr=9.6147e-05) (hash(x)=26607151)
+2603 train 7.251939 (lr=9.6095e-05) (hash(x)=25097619)
+2604 train 6.790994 (lr=9.6044e-05) (hash(x)=20892421)
+2605 train 6.990533 (lr=9.5992e-05) (hash(x)=22212821)
+2606 train 7.296632 (lr=9.5941e-05) (hash(x)=24720588)
+2607 train 7.282131 (lr=9.5889e-05) (hash(x)=25800857)
+2608 train 7.123532 (lr=9.5838e-05) (hash(x)=22901279)
+2609 train 6.971309 (lr=9.5786e-05) (hash(x)=20921910)
+2610 train 7.228701 (lr=9.5735e-05) (hash(x)=24846267)
+2611 train 7.120473 (lr=9.5683e-05) (hash(x)=22918428)
+2612 train 7.039107 (lr=9.5632e-05) (hash(x)=22805901)
+2613 train 7.189332 (lr=9.5580e-05) (hash(x)=24345816)
+2614 train 7.053041 (lr=9.5528e-05) (hash(x)=22962012)
+2615 train 7.312279 (lr=9.5477e-05) (hash(x)=25836189)
+2616 train 7.352464 (lr=9.5425e-05) (hash(x)=27922916)
+2617 train 7.097865 (lr=9.5374e-05) (hash(x)=21697866)
+2618 train 7.082398 (lr=9.5322e-05) (hash(x)=24283369)
+2619 train 6.979690 (lr=9.5271e-05) (hash(x)=24504567)
+2620 train 7.093048 (lr=9.5219e-05) (hash(x)=25557725)
+2621 train 7.129016 (lr=9.5168e-05) (hash(x)=23135849)
+2622 train 7.075292 (lr=9.5116e-05) (hash(x)=22888908)
+2623 train 7.266958 (lr=9.5065e-05) (hash(x)=25999255)
+2624 train 7.122670 (lr=9.5013e-05) (hash(x)=24446851)
+2625 train 6.883129 (lr=9.4962e-05) (hash(x)=21137520)
+2626 train 7.163063 (lr=9.4910e-05) (hash(x)=26245754)
+2627 train 7.499084 (lr=9.4858e-05) (hash(x)=27308968)
+2628 train 7.270498 (lr=9.4807e-05) (hash(x)=23961169)
+2629 train 7.226653 (lr=9.4755e-05) (hash(x)=25924731)
+2630 train 7.277819 (lr=9.4704e-05) (hash(x)=25782315)
+2631 train 7.326881 (lr=9.4652e-05) (hash(x)=20149394)
+2632 train 7.392052 (lr=9.4601e-05) (hash(x)=23801981)
+2633 train 7.210361 (lr=9.4549e-05) (hash(x)=23830286)
+2634 train 7.109308 (lr=9.4498e-05) (hash(x)=25325236)
+2635 train 7.127603 (lr=9.4446e-05) (hash(x)=24498556)
+2636 train 7.068703 (lr=9.4395e-05) (hash(x)=23693078)
+2637 train 7.258702 (lr=9.4343e-05) (hash(x)=25484922)
+2638 train 6.990093 (lr=9.4292e-05) (hash(x)=22645025)
+2639 train 6.921226 (lr=9.4240e-05) (hash(x)=21999338)
+2640 train 7.160604 (lr=9.4189e-05) (hash(x)=21758019)
+2641 train 7.082924 (lr=9.4137e-05) (hash(x)=24064168)
+2642 train 7.112790 (lr=9.4086e-05) (hash(x)=26847292)
+2643 train 6.960634 (lr=9.4034e-05) (hash(x)=23280568)
+2644 train 6.987732 (lr=9.3982e-05) (hash(x)=21749161)
+2645 train 7.626698 (lr=9.3931e-05) (hash(x)=30082352)
+2646 train 7.512378 (lr=9.3879e-05) (hash(x)=28334297)
+2647 train 7.612901 (lr=9.3828e-05) (hash(x)=27611302)
+2648 train 7.977413 (lr=9.3776e-05) (hash(x)=31007436)
+2649 train 6.925738 (lr=9.3725e-05) (hash(x)=22356183)
+2650 val loss 7.2615
+2650 val perplexity 1424.4348
+2650 train 6.984539 (lr=9.3673e-05) (hash(x)=23071731)
+2651 train 6.996137 (lr=9.3622e-05) (hash(x)=23982308)
+2652 train 7.328159 (lr=9.3570e-05) (hash(x)=25673823)
+2653 train 7.114208 (lr=9.3519e-05) (hash(x)=22973788)
+2654 train 7.289011 (lr=9.3467e-05) (hash(x)=25386647)
+2655 train 7.057025 (lr=9.3416e-05) (hash(x)=22778356)
+2656 train 7.232931 (lr=9.3364e-05) (hash(x)=26669130)
+2657 train 6.958988 (lr=9.3313e-05) (hash(x)=23542930)
+2658 train 7.082961 (lr=9.3261e-05) (hash(x)=23307871)
+2659 train 7.063873 (lr=9.3210e-05) (hash(x)=23467046)
+2660 train 7.191023 (lr=9.3158e-05) (hash(x)=24728872)
+2661 train 7.816925 (lr=9.3107e-05) (hash(x)=29719902)
+2662 train 7.106622 (lr=9.3055e-05) (hash(x)=25114165)
+2663 train 7.024730 (lr=9.3004e-05) (hash(x)=24195959)
+2664 train 7.272580 (lr=9.2952e-05) (hash(x)=26938509)
+2665 train 7.424434 (lr=9.2901e-05) (hash(x)=27168434)
+2666 train 7.590478 (lr=9.2849e-05) (hash(x)=27488221)
+2667 train 8.240314 (lr=9.2798e-05) (hash(x)=32710438)
+2668 train 7.369360 (lr=9.2746e-05) (hash(x)=25073185)
+2669 train 7.362264 (lr=9.2695e-05) (hash(x)=26951664)
+2670 train 7.506185 (lr=9.2643e-05) (hash(x)=24886228)
+2671 train 7.001153 (lr=9.2592e-05) (hash(x)=19127465)
+2672 train 7.268037 (lr=9.2540e-05) (hash(x)=27134917)
+2673 train 7.180022 (lr=9.2489e-05) (hash(x)=25673955)
+2674 train 7.745843 (lr=9.2437e-05) (hash(x)=27111776)
+2675 train 7.641824 (lr=9.2386e-05) (hash(x)=28962580)
+2676 train 7.171313 (lr=9.2334e-05) (hash(x)=25593381)
+2677 train 7.238732 (lr=9.2283e-05) (hash(x)=25238916)
+2678 train 7.173026 (lr=9.2231e-05) (hash(x)=27453574)
+2679 train 7.149465 (lr=9.2180e-05) (hash(x)=22426274)
+2680 train 7.142699 (lr=9.2129e-05) (hash(x)=22974780)
+2681 train 7.169292 (lr=9.2077e-05) (hash(x)=24668644)
+2682 train 7.177847 (lr=9.2026e-05) (hash(x)=26182084)
+2683 train 7.354857 (lr=9.1974e-05) (hash(x)=25606512)
+2684 train 7.174264 (lr=9.1923e-05) (hash(x)=24885252)
+2685 train 6.991853 (lr=9.1871e-05) (hash(x)=21290254)
+2686 train 6.910394 (lr=9.1820e-05) (hash(x)=21367078)
+2687 train 7.122348 (lr=9.1768e-05) (hash(x)=23785205)
+2688 train 7.055040 (lr=9.1717e-05) (hash(x)=24640056)
+2689 train 7.466139 (lr=9.1665e-05) (hash(x)=27083886)
+2690 train 7.143716 (lr=9.1614e-05) (hash(x)=23603571)
+2691 train 7.241586 (lr=9.1562e-05) (hash(x)=24779414)
+2692 train 6.923742 (lr=9.1511e-05) (hash(x)=22200693)
+2693 train 7.273602 (lr=9.1460e-05) (hash(x)=26907868)
+2694 train 7.653488 (lr=9.1408e-05) (hash(x)=32034827)
+2695 train 7.487067 (lr=9.1357e-05) (hash(x)=28505676)
+2696 train 7.061833 (lr=9.1305e-05) (hash(x)=23805750)
+2697 train 7.396045 (lr=9.1254e-05) (hash(x)=29804750)
+2698 train 7.667781 (lr=9.1202e-05) (hash(x)=28443583)
+2699 train 7.587284 (lr=9.1151e-05) (hash(x)=29156288)
+2700 val loss 7.2503
+2700 val perplexity 1408.5441
+2700 train 7.295351 (lr=9.1100e-05) (hash(x)=25895743)
+2701 train 6.884731 (lr=9.1048e-05) (hash(x)=21173795)
+2702 train 6.786420 (lr=9.0997e-05) (hash(x)=20790866)
+2703 train 7.375847 (lr=9.0945e-05) (hash(x)=27706477)
+2704 train 7.548341 (lr=9.0894e-05) (hash(x)=30358985)
+2705 train 7.114620 (lr=9.0842e-05) (hash(x)=23548492)
+2706 train 7.232273 (lr=9.0791e-05) (hash(x)=25879696)
+2707 train 7.095465 (lr=9.0740e-05) (hash(x)=23711800)
+2708 train 7.612867 (lr=9.0688e-05) (hash(x)=28763123)
+2709 train 7.252840 (lr=9.0637e-05) (hash(x)=23327642)
+2710 train 7.299172 (lr=9.0585e-05) (hash(x)=25634166)
+2711 train 7.209303 (lr=9.0534e-05) (hash(x)=28684175)
+2712 train 7.304675 (lr=9.0482e-05) (hash(x)=23996278)
+2713 train 6.914050 (lr=9.0431e-05) (hash(x)=21795980)
+2714 train 7.252889 (lr=9.0380e-05) (hash(x)=24840769)
+2715 train 7.200120 (lr=9.0328e-05) (hash(x)=25225466)
+2716 train 7.477566 (lr=9.0277e-05) (hash(x)=27500471)
+2717 train 7.155606 (lr=9.0226e-05) (hash(x)=24703036)
+2718 train 7.292584 (lr=9.0174e-05) (hash(x)=24294293)
+2719 train 7.246273 (lr=9.0123e-05) (hash(x)=28003600)
+2720 train 7.009571 (lr=9.0071e-05) (hash(x)=22822962)
+2721 train 6.920683 (lr=9.0020e-05) (hash(x)=24189246)
+2722 train 7.035076 (lr=8.9969e-05) (hash(x)=22608951)
+2723 train 7.688482 (lr=8.9917e-05) (hash(x)=27989890)
+2724 train 7.343645 (lr=8.9866e-05) (hash(x)=24175838)
+2725 train 7.204980 (lr=8.9814e-05) (hash(x)=24781792)
+2726 train 7.062102 (lr=8.9763e-05) (hash(x)=23413276)
+2727 train 7.447788 (lr=8.9712e-05) (hash(x)=27586845)
+2728 train 7.229926 (lr=8.9660e-05) (hash(x)=27336264)
+2729 train 7.311908 (lr=8.9609e-05) (hash(x)=26808464)
+2730 train 7.101666 (lr=8.9558e-05) (hash(x)=22312009)
+2731 train 7.194038 (lr=8.9506e-05) (hash(x)=22373927)
+2732 train 7.157788 (lr=8.9455e-05) (hash(x)=23428834)
+2733 train 7.123553 (lr=8.9404e-05) (hash(x)=25304441)
+2734 train 7.138861 (lr=8.9352e-05) (hash(x)=24798164)
+2735 train 6.961517 (lr=8.9301e-05) (hash(x)=21176405)
+2736 train 7.047725 (lr=8.9250e-05) (hash(x)=22343075)
+2737 train 7.124571 (lr=8.9198e-05) (hash(x)=23825332)
+2738 train 7.151663 (lr=8.9147e-05) (hash(x)=24191865)
+2739 train 6.958637 (lr=8.9096e-05) (hash(x)=23806052)
+2740 train 7.022640 (lr=8.9044e-05) (hash(x)=21764591)
+2741 train 7.161125 (lr=8.8993e-05) (hash(x)=25548695)
+2742 train 7.360229 (lr=8.8942e-05) (hash(x)=26847535)
+2743 train 7.081094 (lr=8.8890e-05) (hash(x)=25888433)
+2744 train 7.058854 (lr=8.8839e-05) (hash(x)=24327454)
+2745 train 6.962110 (lr=8.8788e-05) (hash(x)=22543301)
+2746 train 7.408071 (lr=8.8736e-05) (hash(x)=24593022)
+2747 train 8.012383 (lr=8.8685e-05) (hash(x)=27797727)
+2748 train 7.444699 (lr=8.8634e-05) (hash(x)=28067682)
+2749 train 7.100689 (lr=8.8582e-05) (hash(x)=25278538)
+2750 val loss 7.2433
+2750 val perplexity 1398.6427
+2750 train 7.039623 (lr=8.8531e-05) (hash(x)=23875731)
+2751 train 7.225935 (lr=8.8480e-05) (hash(x)=27916982)
+2752 train 7.169592 (lr=8.8429e-05) (hash(x)=25726799)
+2753 train 7.040573 (lr=8.8377e-05) (hash(x)=25227141)
+2754 train 7.311204 (lr=8.8326e-05) (hash(x)=27679212)
+2755 train 6.972665 (lr=8.8275e-05) (hash(x)=24621793)
+2756 train 6.916853 (lr=8.8223e-05) (hash(x)=21962296)
+2757 train 7.254647 (lr=8.8172e-05) (hash(x)=24899679)
+2758 train 6.952409 (lr=8.8121e-05) (hash(x)=21452158)
+2759 train 7.060485 (lr=8.8070e-05) (hash(x)=24334708)
+2760 train 7.306571 (lr=8.8018e-05) (hash(x)=25523041)
+2761 train 7.469612 (lr=8.7967e-05) (hash(x)=30389813)
+2762 train 6.976997 (lr=8.7916e-05) (hash(x)=22426014)
+2763 train 7.077966 (lr=8.7865e-05) (hash(x)=24419143)
+2764 train 7.150099 (lr=8.7813e-05) (hash(x)=24850536)
+2765 train 7.235419 (lr=8.7762e-05) (hash(x)=24181393)
+2766 train 6.728212 (lr=8.7711e-05) (hash(x)=18882503)
+2767 train 7.209892 (lr=8.7660e-05) (hash(x)=25617709)
+2768 train 7.169197 (lr=8.7608e-05) (hash(x)=24076662)
+2769 train 7.083177 (lr=8.7557e-05) (hash(x)=21656802)
+2770 train 7.018806 (lr=8.7506e-05) (hash(x)=21014265)
+2771 train 7.167998 (lr=8.7455e-05) (hash(x)=24556034)
+2772 train 6.948918 (lr=8.7404e-05) (hash(x)=22046665)
+2773 train 7.249927 (lr=8.7352e-05) (hash(x)=26761579)
+2774 train 8.652614 (lr=8.7301e-05) (hash(x)=41414315)
+2775 train 7.110149 (lr=8.7250e-05) (hash(x)=25152362)
+2776 train 7.280266 (lr=8.7199e-05) (hash(x)=25567641)
+2777 train 7.198410 (lr=8.7148e-05) (hash(x)=25427935)
+2778 train 7.275475 (lr=8.7096e-05) (hash(x)=25824457)
+2779 train 7.194919 (lr=8.7045e-05) (hash(x)=24326376)
+2780 train 7.211348 (lr=8.6994e-05) (hash(x)=27447230)
+2781 train 7.068451 (lr=8.6943e-05) (hash(x)=24003710)
+2782 train 6.964737 (lr=8.6892e-05) (hash(x)=24157390)
+2783 train 7.091676 (lr=8.6840e-05) (hash(x)=24276512)
+2784 train 6.934738 (lr=8.6789e-05) (hash(x)=21503752)
+2785 train 6.857048 (lr=8.6738e-05) (hash(x)=20031488)
+2786 train 6.911485 (lr=8.6687e-05) (hash(x)=21788715)
+2787 train 7.079534 (lr=8.6636e-05) (hash(x)=24344695)
+2788 train 7.114591 (lr=8.6585e-05) (hash(x)=22927763)
+2789 train 7.006015 (lr=8.6533e-05) (hash(x)=23710755)
+2790 train 7.238072 (lr=8.6482e-05) (hash(x)=26924620)
+2791 train 7.567716 (lr=8.6431e-05) (hash(x)=26776133)
+2792 train 7.049805 (lr=8.6380e-05) (hash(x)=19936770)
+2793 train 7.186141 (lr=8.6329e-05) (hash(x)=25440959)
+2794 train 7.142824 (lr=8.6278e-05) (hash(x)=25146097)
+2795 train 6.919052 (lr=8.6227e-05) (hash(x)=21847282)
+2796 train 7.139926 (lr=8.6176e-05) (hash(x)=25639784)
+2797 train 6.923135 (lr=8.6124e-05) (hash(x)=21199921)
+2798 train 7.099352 (lr=8.6073e-05) (hash(x)=22360806)
+2799 train 6.539021 (lr=8.6022e-05) (hash(x)=20254159)
+2800 val loss 7.2318
+2800 val perplexity 1382.6683
+2800 train 6.688477 (lr=8.5971e-05) (hash(x)=23348345)
+2801 train 7.308322 (lr=8.5920e-05) (hash(x)=24908033)
+2802 train 7.073425 (lr=8.5869e-05) (hash(x)=23350309)
+2803 train 7.196919 (lr=8.5818e-05) (hash(x)=25044762)
+2804 train 7.072379 (lr=8.5767e-05) (hash(x)=24071026)
+2805 train 6.852506 (lr=8.5716e-05) (hash(x)=22169363)
+2806 train 7.102591 (lr=8.5665e-05) (hash(x)=23757564)
+2807 train 7.563751 (lr=8.5613e-05) (hash(x)=27873855)
+2808 train 7.329010 (lr=8.5562e-05) (hash(x)=26577893)
+2809 train 7.372165 (lr=8.5511e-05) (hash(x)=27001634)
+2810 train 7.174242 (lr=8.5460e-05) (hash(x)=24796541)
+2811 train 7.043261 (lr=8.5409e-05) (hash(x)=22575615)
+2812 train 7.137470 (lr=8.5358e-05) (hash(x)=25876475)
+2813 train 7.122169 (lr=8.5307e-05) (hash(x)=24765155)
+2814 train 7.076398 (lr=8.5256e-05) (hash(x)=25785699)
+2815 train 7.319009 (lr=8.5205e-05) (hash(x)=25113614)
+2816 train 7.140460 (lr=8.5154e-05) (hash(x)=24415748)
+2817 train 7.261241 (lr=8.5103e-05) (hash(x)=25140622)
+2818 train 7.141977 (lr=8.5052e-05) (hash(x)=24845866)
+2819 train 7.590128 (lr=8.5001e-05) (hash(x)=28062905)
+2820 train 7.112602 (lr=8.4950e-05) (hash(x)=22041086)
+2821 train 7.222933 (lr=8.4899e-05) (hash(x)=24957184)
+2822 train 7.164098 (lr=8.4848e-05) (hash(x)=24360380)
+2823 train 7.290592 (lr=8.4797e-05) (hash(x)=26192886)
+2824 train 7.169277 (lr=8.4746e-05) (hash(x)=25001858)
+2825 train 7.131527 (lr=8.4695e-05) (hash(x)=24721193)
+2826 train 7.199136 (lr=8.4644e-05) (hash(x)=26186227)
+2827 train 7.145235 (lr=8.4593e-05) (hash(x)=25770338)
+2828 train 7.242754 (lr=8.4542e-05) (hash(x)=25920767)
+2829 train 7.146669 (lr=8.4491e-05) (hash(x)=25060684)
+2830 train 6.849730 (lr=8.4440e-05) (hash(x)=22933946)
+2831 train 7.016483 (lr=8.4389e-05) (hash(x)=24614912)
+2832 train 6.779089 (lr=8.4338e-05) (hash(x)=19955522)
+2833 train 6.813443 (lr=8.4287e-05) (hash(x)=21111215)
+2834 train 7.685932 (lr=8.4236e-05) (hash(x)=28817924)
+2835 train 7.214330 (lr=8.4185e-05) (hash(x)=26934071)
+2836 train 7.133632 (lr=8.4134e-05) (hash(x)=24768851)
+2837 train 7.125972 (lr=8.4084e-05) (hash(x)=25706447)
+2838 train 6.895401 (lr=8.4033e-05) (hash(x)=19579834)
+2839 train 7.168870 (lr=8.3982e-05) (hash(x)=25397093)
+2840 train 7.603096 (lr=8.3931e-05) (hash(x)=27902141)
+2841 train 7.208652 (lr=8.3880e-05) (hash(x)=25383069)
+2842 train 7.011983 (lr=8.3829e-05) (hash(x)=22007373)
+2843 train 7.099954 (lr=8.3778e-05) (hash(x)=25925963)
+2844 train 7.138002 (lr=8.3727e-05) (hash(x)=25711128)
+2845 train 6.914834 (lr=8.3676e-05) (hash(x)=21881216)
+2846 train 7.034369 (lr=8.3625e-05) (hash(x)=20277075)
+2847 train 7.090323 (lr=8.3575e-05) (hash(x)=19811802)
+2848 train 6.987199 (lr=8.3524e-05) (hash(x)=23878906)
+2849 train 7.243004 (lr=8.3473e-05) (hash(x)=25034966)
+2850 val loss 7.2132
+2850 val perplexity 1357.1891
+2850 train 7.270522 (lr=8.3422e-05) (hash(x)=24359507)
+2851 train 7.033333 (lr=8.3371e-05) (hash(x)=23248423)
+2852 train 7.029766 (lr=8.3320e-05) (hash(x)=21782773)
+2853 train 7.159634 (lr=8.3269e-05) (hash(x)=23804418)
+2854 train 7.175310 (lr=8.3219e-05) (hash(x)=22525078)
+2855 train 7.162752 (lr=8.3168e-05) (hash(x)=25579655)
+2856 train 7.275753 (lr=8.3117e-05) (hash(x)=27048876)
+2857 train 7.409303 (lr=8.3066e-05) (hash(x)=26468479)
+2858 train 7.110188 (lr=8.3015e-05) (hash(x)=23854933)
+2859 train 7.454571 (lr=8.2965e-05) (hash(x)=25537603)
+2860 train 6.887401 (lr=8.2914e-05) (hash(x)=20979252)
+2861 train 7.431722 (lr=8.2863e-05) (hash(x)=26504374)
+2862 train 7.257927 (lr=8.2812e-05) (hash(x)=27561842)
+2863 train 7.265254 (lr=8.2761e-05) (hash(x)=26096514)
+2864 train 7.284377 (lr=8.2711e-05) (hash(x)=25926899)
+2865 train 7.305682 (lr=8.2660e-05) (hash(x)=26058348)
+2866 train 7.247133 (lr=8.2609e-05) (hash(x)=29802259)
+2867 train 7.188872 (lr=8.2558e-05) (hash(x)=24132888)
+2868 train 6.895458 (lr=8.2508e-05) (hash(x)=23369410)
+2869 train 7.071181 (lr=8.2457e-05) (hash(x)=25387506)
+2870 train 7.294322 (lr=8.2406e-05) (hash(x)=27375344)
+2871 train 6.998783 (lr=8.2355e-05) (hash(x)=22589633)
+2872 train 7.184635 (lr=8.2305e-05) (hash(x)=23250237)
+2873 train 7.090193 (lr=8.2254e-05) (hash(x)=25511322)
+2874 train 6.697057 (lr=8.2203e-05) (hash(x)=18356418)
+2875 train 7.161457 (lr=8.2152e-05) (hash(x)=27781566)
+2876 train 7.019783 (lr=8.2102e-05) (hash(x)=24878173)
+2877 train 7.528358 (lr=8.2051e-05) (hash(x)=30018637)
+2878 train 7.371756 (lr=8.2000e-05) (hash(x)=27168416)
+2879 train 7.317262 (lr=8.1950e-05) (hash(x)=26757147)
+2880 train 7.352033 (lr=8.1899e-05) (hash(x)=26637081)
+2881 train 7.234956 (lr=8.1848e-05) (hash(x)=24795024)
+2882 train 7.497876 (lr=8.1798e-05) (hash(x)=29787745)
+2883 train 7.343611 (lr=8.1747e-05) (hash(x)=26649864)
+2884 train 7.207707 (lr=8.1696e-05) (hash(x)=27306612)
+2885 train 7.272258 (lr=8.1646e-05) (hash(x)=27568311)
+2886 train 7.310556 (lr=8.1595e-05) (hash(x)=27440150)
+2887 train 7.031345 (lr=8.1544e-05) (hash(x)=24963730)
+2888 train 7.059053 (lr=8.1494e-05) (hash(x)=23619807)
+2889 train 7.556561 (lr=8.1443e-05) (hash(x)=29447356)
+2890 train 7.069000 (lr=8.1392e-05) (hash(x)=25144675)
+2891 train 6.993984 (lr=8.1342e-05) (hash(x)=25249959)
+2892 train 6.999252 (lr=8.1291e-05) (hash(x)=26608712)
+2893 train 7.020891 (lr=8.1241e-05) (hash(x)=26333258)
+2894 train 6.826129 (lr=8.1190e-05) (hash(x)=20682182)
+2895 train 7.263537 (lr=8.1139e-05) (hash(x)=27703124)
+2896 train 7.070333 (lr=8.1089e-05) (hash(x)=23228180)
+2897 train 6.945362 (lr=8.1038e-05) (hash(x)=25252411)
+2898 train 6.897545 (lr=8.0988e-05) (hash(x)=22879178)
+2899 train 7.194862 (lr=8.0937e-05) (hash(x)=26459082)
+2900 val loss 7.2013
+2900 val perplexity 1341.2124
+2900 train 7.007586 (lr=8.0887e-05) (hash(x)=24569501)
+2901 train 6.808325 (lr=8.0836e-05) (hash(x)=19803884)
+2902 train 6.891892 (lr=8.0786e-05) (hash(x)=18799747)
+2903 train 7.158829 (lr=8.0735e-05) (hash(x)=24781713)
+2904 train 7.298158 (lr=8.0684e-05) (hash(x)=25016590)
+2905 train 7.456578 (lr=8.0634e-05) (hash(x)=29006906)
+2906 train 7.214189 (lr=8.0583e-05) (hash(x)=24069959)
+2907 train 7.384324 (lr=8.0533e-05) (hash(x)=26597693)
+2908 train 6.993557 (lr=8.0482e-05) (hash(x)=25014146)
+2909 train 7.227095 (lr=8.0432e-05) (hash(x)=24943747)
+2910 train 7.158952 (lr=8.0381e-05) (hash(x)=27847542)
+2911 train 7.072400 (lr=8.0331e-05) (hash(x)=24720476)
+2912 train 6.939260 (lr=8.0281e-05) (hash(x)=24388804)
+2913 train 7.088692 (lr=8.0230e-05) (hash(x)=23567535)
+2914 train 7.390570 (lr=8.0180e-05) (hash(x)=29673625)
+2915 train 7.107130 (lr=8.0129e-05) (hash(x)=23691295)
+2916 train 7.468295 (lr=8.0079e-05) (hash(x)=26572819)
+2917 train 7.106241 (lr=8.0028e-05) (hash(x)=23237812)
+2918 train 7.385287 (lr=7.9978e-05) (hash(x)=26531016)
+2919 train 6.934502 (lr=7.9927e-05) (hash(x)=23481301)
+2920 train 7.190086 (lr=7.9877e-05) (hash(x)=24839184)
+2921 train 7.042558 (lr=7.9827e-05) (hash(x)=23327755)
+2922 train 7.283009 (lr=7.9776e-05) (hash(x)=26347114)
+2923 train 6.975157 (lr=7.9726e-05) (hash(x)=23295676)
+2924 train 7.014221 (lr=7.9675e-05) (hash(x)=24557178)
+2925 train 7.112478 (lr=7.9625e-05) (hash(x)=26067788)
+2926 train 7.041848 (lr=7.9575e-05) (hash(x)=25694982)
+2927 train 7.133071 (lr=7.9524e-05) (hash(x)=25641033)
+2928 train 7.183074 (lr=7.9474e-05) (hash(x)=24906422)
+2929 train 7.333304 (lr=7.9424e-05) (hash(x)=27803515)
+2930 train 7.330035 (lr=7.9373e-05) (hash(x)=26208803)
+2931 train 6.837616 (lr=7.9323e-05) (hash(x)=22441379)
+2932 train 7.097691 (lr=7.9272e-05) (hash(x)=24741626)
+2933 train 6.959164 (lr=7.9222e-05) (hash(x)=24595257)
+2934 train 6.992441 (lr=7.9172e-05) (hash(x)=23939167)
+2935 train 7.277867 (lr=7.9122e-05) (hash(x)=27369437)
+2936 train 6.929031 (lr=7.9071e-05) (hash(x)=21409783)
+2937 train 7.203006 (lr=7.9021e-05) (hash(x)=25923735)
+2938 train 7.220303 (lr=7.8971e-05) (hash(x)=29559511)
+2939 train 7.097656 (lr=7.8920e-05) (hash(x)=24482272)
+2940 train 7.068769 (lr=7.8870e-05) (hash(x)=24767658)
+2941 train 7.244421 (lr=7.8820e-05) (hash(x)=26425020)
+2942 train 7.584865 (lr=7.8770e-05) (hash(x)=27444868)
+2943 train 7.071517 (lr=7.8719e-05) (hash(x)=24760900)
+2944 train 7.127060 (lr=7.8669e-05) (hash(x)=25605407)
+2945 train 6.959587 (lr=7.8619e-05) (hash(x)=22886951)
+2946 train 7.300927 (lr=7.8569e-05) (hash(x)=26112205)
+2947 train 7.142430 (lr=7.8518e-05) (hash(x)=23919156)
+2948 train 7.074503 (lr=7.8468e-05) (hash(x)=23729312)
+2949 train 7.379803 (lr=7.8418e-05) (hash(x)=30440878)
+2950 val loss 7.1905
+2950 val perplexity 1326.7017
+2950 train 6.835489 (lr=7.8368e-05) (hash(x)=20004041)
+2951 train 6.771530 (lr=7.8318e-05) (hash(x)=21692546)
+2952 train 6.864136 (lr=7.8267e-05) (hash(x)=23021681)
+2953 train 7.221251 (lr=7.8217e-05) (hash(x)=26663597)
+2954 train 7.086318 (lr=7.8167e-05) (hash(x)=23727385)
+2955 train 7.086606 (lr=7.8117e-05) (hash(x)=27692087)
+2956 train 7.132473 (lr=7.8067e-05) (hash(x)=24003378)
+2957 train 7.785539 (lr=7.8017e-05) (hash(x)=29534673)
+2958 train 7.001373 (lr=7.7966e-05) (hash(x)=22875068)
+2959 train 6.999579 (lr=7.7916e-05) (hash(x)=22720391)
+2960 train 6.768140 (lr=7.7866e-05) (hash(x)=17997400)
+2961 train 6.972768 (lr=7.7816e-05) (hash(x)=22853822)
+2962 train 7.032828 (lr=7.7766e-05) (hash(x)=25238004)
+2963 train 7.149750 (lr=7.7716e-05) (hash(x)=26146560)
+2964 train 7.320729 (lr=7.7666e-05) (hash(x)=21894867)
+2965 train 7.301022 (lr=7.7616e-05) (hash(x)=23001150)
+2966 train 7.027658 (lr=7.7566e-05) (hash(x)=23392923)
+2967 train 7.067974 (lr=7.7516e-05) (hash(x)=24376979)
+2968 train 7.008873 (lr=7.7465e-05) (hash(x)=23781449)
+2969 train 7.176212 (lr=7.7415e-05) (hash(x)=25315495)
+2970 train 7.290936 (lr=7.7365e-05) (hash(x)=27165470)
+2971 train 7.130937 (lr=7.7315e-05) (hash(x)=22917712)
+2972 train 7.448784 (lr=7.7265e-05) (hash(x)=27928456)
+2973 train 6.841959 (lr=7.7215e-05) (hash(x)=19890855)
+2974 train 6.832822 (lr=7.7165e-05) (hash(x)=21318134)
+2975 train 6.951385 (lr=7.7115e-05) (hash(x)=22244509)
+2976 train 6.905257 (lr=7.7065e-05) (hash(x)=21293137)
+2977 train 7.008399 (lr=7.7015e-05) (hash(x)=23465789)
+2978 train 6.956389 (lr=7.6965e-05) (hash(x)=21169753)
+2979 train 7.336855 (lr=7.6915e-05) (hash(x)=25243385)
+2980 train 7.372144 (lr=7.6865e-05) (hash(x)=27465812)
+2981 train 7.055031 (lr=7.6815e-05) (hash(x)=24615492)
+2982 train 6.991975 (lr=7.6766e-05) (hash(x)=23081307)
+2983 train 6.783661 (lr=7.6716e-05) (hash(x)=21831960)
+2984 train 6.906879 (lr=7.6666e-05) (hash(x)=23242850)
+2985 train 7.023309 (lr=7.6616e-05) (hash(x)=24308188)
+2986 train 7.197023 (lr=7.6566e-05) (hash(x)=28541601)
+2987 train 7.113240 (lr=7.6516e-05) (hash(x)=24842373)
+2988 train 6.809284 (lr=7.6466e-05) (hash(x)=21967126)
+2989 train 7.011968 (lr=7.6416e-05) (hash(x)=22951616)
+2990 train 7.131412 (lr=7.6366e-05) (hash(x)=24325714)
+2991 train 6.935287 (lr=7.6316e-05) (hash(x)=24921535)
+2992 train 7.185664 (lr=7.6267e-05) (hash(x)=25937112)
+2993 train 6.860945 (lr=7.6217e-05) (hash(x)=20716218)
+2994 train 7.162975 (lr=7.6167e-05) (hash(x)=25450724)
+2995 train 7.086292 (lr=7.6117e-05) (hash(x)=24344615)
+2996 train 6.806575 (lr=7.6067e-05) (hash(x)=20299058)
+2997 train 7.045650 (lr=7.6017e-05) (hash(x)=23859426)
+2998 train 7.052118 (lr=7.5968e-05) (hash(x)=23094397)
+2999 train 7.314331 (lr=7.5918e-05) (hash(x)=25381251)
+3000 val loss 7.1849
+3000 val perplexity 1319.4143
+3000 train 7.078764 (lr=7.5868e-05) (hash(x)=23586527)
+3001 train 6.981621 (lr=7.5818e-05) (hash(x)=24220410)
+3002 train 6.835487 (lr=7.5768e-05) (hash(x)=20597347)
+3003 train 6.949975 (lr=7.5719e-05) (hash(x)=22887303)
+3004 train 7.273970 (lr=7.5669e-05) (hash(x)=25869462)
+3005 train 6.993862 (lr=7.5619e-05) (hash(x)=22098530)
+3006 train 7.267197 (lr=7.5569e-05) (hash(x)=26246291)
+3007 train 7.219911 (lr=7.5520e-05) (hash(x)=25687352)
+3008 train 6.951707 (lr=7.5470e-05) (hash(x)=25425646)
+3009 train 7.145444 (lr=7.5420e-05) (hash(x)=26021124)
+3010 train 7.185369 (lr=7.5371e-05) (hash(x)=25392057)
+3011 train 7.270868 (lr=7.5321e-05) (hash(x)=27791412)
+3012 train 7.082569 (lr=7.5271e-05) (hash(x)=23181098)
+3013 train 7.102828 (lr=7.5222e-05) (hash(x)=25521889)
+3014 train 6.917920 (lr=7.5172e-05) (hash(x)=21685795)
+3015 train 7.067252 (lr=7.5122e-05) (hash(x)=25221654)
+3016 train 7.232633 (lr=7.5073e-05) (hash(x)=24888744)
+3017 train 7.131567 (lr=7.5023e-05) (hash(x)=24200150)
+3018 train 7.073561 (lr=7.4973e-05) (hash(x)=26943942)
+3019 train 7.043983 (lr=7.4924e-05) (hash(x)=23243731)
+3020 train 6.927865 (lr=7.4874e-05) (hash(x)=21068284)
+3021 train 7.072782 (lr=7.4824e-05) (hash(x)=23876902)
+3022 train 7.209496 (lr=7.4775e-05) (hash(x)=25337639)
+3023 train 7.118654 (lr=7.4725e-05) (hash(x)=24469863)
+3024 train 7.571759 (lr=7.4676e-05) (hash(x)=27850876)
+3025 train 7.393510 (lr=7.4626e-05) (hash(x)=20515778)
+3026 train 7.189543 (lr=7.4577e-05) (hash(x)=29019173)
+3027 train 6.839002 (lr=7.4527e-05) (hash(x)=22484936)
+3028 train 6.988240 (lr=7.4478e-05) (hash(x)=24639400)
+3029 train 7.197556 (lr=7.4428e-05) (hash(x)=26835174)
+3030 train 7.303937 (lr=7.4378e-05) (hash(x)=29843763)
+3031 train 7.039894 (lr=7.4329e-05) (hash(x)=25291413)
+3032 train 6.968526 (lr=7.4279e-05) (hash(x)=24590244)
+3033 train 7.230252 (lr=7.4230e-05) (hash(x)=28880142)
+3034 train 6.959718 (lr=7.4180e-05) (hash(x)=23372199)
+3035 train 6.938859 (lr=7.4131e-05) (hash(x)=23952225)
+3036 train 7.058197 (lr=7.4082e-05) (hash(x)=24589186)
+3037 train 7.062387 (lr=7.4032e-05) (hash(x)=23260323)
+3038 train 7.204674 (lr=7.3983e-05) (hash(x)=25824498)
+3039 train 7.148298 (lr=7.3933e-05) (hash(x)=25744274)
+3040 train 7.108638 (lr=7.3884e-05) (hash(x)=21610247)
+3041 train 7.233827 (lr=7.3834e-05) (hash(x)=25079786)
+3042 train 6.823933 (lr=7.3785e-05) (hash(x)=23219195)
+3043 train 6.758054 (lr=7.3736e-05) (hash(x)=22616739)
+3044 train 7.087193 (lr=7.3686e-05) (hash(x)=24908480)
+3045 train 6.909742 (lr=7.3637e-05) (hash(x)=22293489)
+3046 train 6.965988 (lr=7.3587e-05) (hash(x)=23557651)
+3047 train 7.023227 (lr=7.3538e-05) (hash(x)=24246963)
+3048 train 7.133935 (lr=7.3489e-05) (hash(x)=24490083)
+3049 train 7.121784 (lr=7.3439e-05) (hash(x)=22372895)
+3050 val loss 7.1718
+3050 val perplexity 1302.1891
+3050 train 6.836520 (lr=7.3390e-05) (hash(x)=21759470)
+3051 train 6.735240 (lr=7.3341e-05) (hash(x)=19407094)
+3052 train 7.124235 (lr=7.3291e-05) (hash(x)=23957047)
+3053 train 7.216284 (lr=7.3242e-05) (hash(x)=24719318)
+3054 train 7.011909 (lr=7.3193e-05) (hash(x)=20719314)
+3055 train 6.948576 (lr=7.3144e-05) (hash(x)=19724058)
+3056 train 6.782230 (lr=7.3094e-05) (hash(x)=14407266)
+3057 train 6.646290 (lr=7.3045e-05) (hash(x)=12468292)
+3058 train 6.919969 (lr=7.2996e-05) (hash(x)=16098279)
+3059 train 7.008312 (lr=7.2947e-05) (hash(x)=18836491)
+3060 train 6.832241 (lr=7.2897e-05) (hash(x)=19132277)
+3061 train 6.986808 (lr=7.2848e-05) (hash(x)=22814208)
+3062 train 7.013986 (lr=7.2799e-05) (hash(x)=24838508)
+3063 train 6.900960 (lr=7.2750e-05) (hash(x)=20705649)
+3064 train 7.925485 (lr=7.2701e-05) (hash(x)=29416914)
+3065 train 7.384288 (lr=7.2651e-05) (hash(x)=25972430)
+3066 train 6.774426 (lr=7.2602e-05) (hash(x)=23705805)
+3067 train 6.841837 (lr=7.2553e-05) (hash(x)=21325875)
+3068 train 7.065614 (lr=7.2504e-05) (hash(x)=23526506)
+3069 train 7.607443 (lr=7.2455e-05) (hash(x)=27282337)
+3070 train 7.380582 (lr=7.2406e-05) (hash(x)=27968043)
+3071 train 7.178950 (lr=7.2357e-05) (hash(x)=24938685)
+3072 train 7.358019 (lr=7.2307e-05) (hash(x)=26942737)
+3073 train 7.245021 (lr=7.2258e-05) (hash(x)=23506879)
+3074 train 6.965928 (lr=7.2209e-05) (hash(x)=23589913)
+3075 train 7.146399 (lr=7.2160e-05) (hash(x)=25152403)
+3076 train 7.254056 (lr=7.2111e-05) (hash(x)=23425868)
+3077 train 7.406222 (lr=7.2062e-05) (hash(x)=23966181)
+3078 train 7.487216 (lr=7.2013e-05) (hash(x)=27312570)
+3079 train 7.084610 (lr=7.1964e-05) (hash(x)=21707000)
+3080 train 7.029002 (lr=7.1915e-05) (hash(x)=25600427)
+3081 train 7.141393 (lr=7.1866e-05) (hash(x)=24270631)
+3082 train 7.270844 (lr=7.1817e-05) (hash(x)=25199537)
+3083 train 6.584892 (lr=7.1768e-05) (hash(x)=17952018)
+3084 train 6.693449 (lr=7.1719e-05) (hash(x)=18733143)
+3085 train 7.323753 (lr=7.1670e-05) (hash(x)=26946100)
+3086 train 7.124520 (lr=7.1621e-05) (hash(x)=25547515)
+3087 train 7.094593 (lr=7.1572e-05) (hash(x)=24948980)
+3088 train 8.168091 (lr=7.1523e-05) (hash(x)=35461645)
+3089 train 7.301752 (lr=7.1474e-05) (hash(x)=28330877)
+3090 train 7.206775 (lr=7.1425e-05) (hash(x)=27687861)
+3091 train 7.352384 (lr=7.1376e-05) (hash(x)=28012110)
+3092 train 7.191467 (lr=7.1327e-05) (hash(x)=24684480)
+3093 train 7.158947 (lr=7.1279e-05) (hash(x)=26225786)
+3094 train 6.875357 (lr=7.1230e-05) (hash(x)=23098156)
+3095 train 7.421571 (lr=7.1181e-05) (hash(x)=30773958)
+3096 train 7.695742 (lr=7.1132e-05) (hash(x)=28640406)
+3097 train 7.621036 (lr=7.1083e-05) (hash(x)=28201086)
+3098 train 7.972665 (lr=7.1034e-05) (hash(x)=35002344)
+3099 train 7.512355 (lr=7.0985e-05) (hash(x)=29481068)
+3100 val loss 7.1947
+3100 val perplexity 1332.3445
+3100 train 7.068920 (lr=7.0937e-05) (hash(x)=26374528)
+3101 train 7.041152 (lr=7.0888e-05) (hash(x)=24153602)
+3102 train 7.097673 (lr=7.0839e-05) (hash(x)=25478746)
+3103 train 7.377922 (lr=7.0790e-05) (hash(x)=26769046)
+3104 train 7.016267 (lr=7.0742e-05) (hash(x)=21841970)
+3105 train 7.281366 (lr=7.0693e-05) (hash(x)=27693052)
+3106 train 6.757618 (lr=7.0644e-05) (hash(x)=20689448)
+3107 train 7.106158 (lr=7.0595e-05) (hash(x)=26755048)
+3108 train 7.148621 (lr=7.0547e-05) (hash(x)=24431904)
+3109 train 7.003070 (lr=7.0498e-05) (hash(x)=21009792)
+3110 train 7.095224 (lr=7.0449e-05) (hash(x)=21909003)
+3111 train 7.146890 (lr=7.0400e-05) (hash(x)=18849656)
+3112 train 7.237084 (lr=7.0352e-05) (hash(x)=22223376)
+3113 train 7.498600 (lr=7.0303e-05) (hash(x)=25652491)
+3114 train 7.434916 (lr=7.0254e-05) (hash(x)=23521434)
+3115 train 7.442990 (lr=7.0206e-05) (hash(x)=25449800)
+3116 train 7.777194 (lr=7.0157e-05) (hash(x)=27655847)
+3117 train 7.815402 (lr=7.0109e-05) (hash(x)=29878248)
+3118 train 7.862180 (lr=7.0060e-05) (hash(x)=30444094)
+3119 train 7.511838 (lr=7.0011e-05) (hash(x)=24624950)
+3120 train 6.853818 (lr=6.9963e-05) (hash(x)=20798511)
+3121 train 7.256512 (lr=6.9914e-05) (hash(x)=26581679)
+3122 train 7.161371 (lr=6.9866e-05) (hash(x)=25333422)
+3123 train 7.227612 (lr=6.9817e-05) (hash(x)=26174069)
+3124 train 7.278530 (lr=6.9768e-05) (hash(x)=25219475)
+3125 train 7.193555 (lr=6.9720e-05) (hash(x)=20919061)
+3126 train 7.111432 (lr=6.9671e-05) (hash(x)=23828688)
+3127 train 7.610045 (lr=6.9623e-05) (hash(x)=27299605)
+3128 train 6.971750 (lr=6.9574e-05) (hash(x)=23797514)
+3129 train 7.230870 (lr=6.9526e-05) (hash(x)=23601883)
+3130 train 7.425032 (lr=6.9477e-05) (hash(x)=31003964)
+3131 train 7.163594 (lr=6.9429e-05) (hash(x)=24777273)
+3132 train 7.012057 (lr=6.9381e-05) (hash(x)=25403249)
+3133 train 7.280004 (lr=6.9332e-05) (hash(x)=28913150)
+3134 train 7.229712 (lr=6.9284e-05) (hash(x)=26541508)
+3135 train 7.154112 (lr=6.9235e-05) (hash(x)=24113445)
+3136 train 6.948300 (lr=6.9187e-05) (hash(x)=25464565)
+3137 train 7.218610 (lr=6.9138e-05) (hash(x)=26581432)
+3138 train 7.051332 (lr=6.9090e-05) (hash(x)=23074513)
+3139 train 6.904399 (lr=6.9042e-05) (hash(x)=23970384)
+3140 train 7.177503 (lr=6.8993e-05) (hash(x)=26694495)
+3141 train 7.130827 (lr=6.8945e-05) (hash(x)=26883445)
+3142 train 7.294574 (lr=6.8897e-05) (hash(x)=28632211)
+3143 train 7.707693 (lr=6.8848e-05) (hash(x)=32644465)
+3144 train 7.438316 (lr=6.8800e-05) (hash(x)=27490443)
+3145 train 7.035178 (lr=6.8752e-05) (hash(x)=23814853)
+3146 train 7.441523 (lr=6.8703e-05) (hash(x)=29664236)
+3147 train 7.746950 (lr=6.8655e-05) (hash(x)=29951548)
+3148 train 7.527551 (lr=6.8607e-05) (hash(x)=28426503)
+3149 train 6.917994 (lr=6.8559e-05) (hash(x)=23727657)
+3150 val loss 7.1838
+3150 val perplexity 1317.9542
+3150 train 7.066437 (lr=6.8510e-05) (hash(x)=21430659)
+3151 train 7.120079 (lr=6.8462e-05) (hash(x)=25829219)
+3152 train 7.273744 (lr=6.8414e-05) (hash(x)=29735208)
+3153 train 7.329415 (lr=6.8366e-05) (hash(x)=28173447)
+3154 train 7.006622 (lr=6.8317e-05) (hash(x)=22909641)
+3155 train 7.202603 (lr=6.8269e-05) (hash(x)=20556094)
+3156 train 6.931211 (lr=6.8221e-05) (hash(x)=24013769)
+3157 train 6.923689 (lr=6.8173e-05) (hash(x)=22525971)
+3158 train 6.995474 (lr=6.8125e-05) (hash(x)=25492728)
+3159 train 7.049008 (lr=6.8077e-05) (hash(x)=25194550)
+3160 train 7.165335 (lr=6.8029e-05) (hash(x)=25610603)
+3161 train 7.151459 (lr=6.7980e-05) (hash(x)=23848640)
+3162 train 6.954708 (lr=6.7932e-05) (hash(x)=24082226)
+3163 train 7.327239 (lr=6.7884e-05) (hash(x)=28482186)
+3164 train 7.234869 (lr=6.7836e-05) (hash(x)=27542978)
+3165 train 7.007221 (lr=6.7788e-05) (hash(x)=22540954)
+3166 train 7.127286 (lr=6.7740e-05) (hash(x)=26103641)
+3167 train 7.081255 (lr=6.7692e-05) (hash(x)=25941804)
+3168 train 7.122204 (lr=6.7644e-05) (hash(x)=25965921)
+3169 train 7.334683 (lr=6.7596e-05) (hash(x)=25631269)
+3170 train 6.940343 (lr=6.7548e-05) (hash(x)=23471525)
+3171 train 7.169646 (lr=6.7500e-05) (hash(x)=27049208)
+3172 train 7.201717 (lr=6.7452e-05) (hash(x)=27074992)
+3173 train 7.104926 (lr=6.7404e-05) (hash(x)=25712617)
+3174 train 7.081468 (lr=6.7356e-05) (hash(x)=25884917)
+3175 train 7.101721 (lr=6.7308e-05) (hash(x)=24075727)
+3176 train 6.981525 (lr=6.7260e-05) (hash(x)=23681759)
+3177 train 7.261855 (lr=6.7212e-05) (hash(x)=25786577)
+3178 train 7.247339 (lr=6.7164e-05) (hash(x)=27307614)
+3179 train 7.281109 (lr=6.7116e-05) (hash(x)=25082806)
+3180 train 7.267673 (lr=6.7069e-05) (hash(x)=26098308)
+3181 train 7.003140 (lr=6.7021e-05) (hash(x)=24080140)
+3182 train 7.208091 (lr=6.6973e-05) (hash(x)=26399395)
+3183 train 7.288944 (lr=6.6925e-05) (hash(x)=23104539)
+3184 train 6.934064 (lr=6.6877e-05) (hash(x)=23356930)
+3185 train 7.196331 (lr=6.6829e-05) (hash(x)=27972420)
+3186 train 6.830484 (lr=6.6782e-05) (hash(x)=21338924)
+3187 train 7.271462 (lr=6.6734e-05) (hash(x)=25351113)
+3188 train 7.203691 (lr=6.6686e-05) (hash(x)=26019439)
+3189 train 7.254237 (lr=6.6638e-05) (hash(x)=30149312)
+3190 train 6.952518 (lr=6.6591e-05) (hash(x)=23028152)
+3191 train 7.337560 (lr=6.6543e-05) (hash(x)=23018983)
+3192 train 6.964923 (lr=6.6495e-05) (hash(x)=23190787)
+3193 train 7.399807 (lr=6.6447e-05) (hash(x)=27798543)
+3194 train 7.160125 (lr=6.6400e-05) (hash(x)=25193663)
+3195 train 6.960096 (lr=6.6352e-05) (hash(x)=25302106)
+3196 train 7.113861 (lr=6.6304e-05) (hash(x)=24325364)
+3197 train 7.155170 (lr=6.6257e-05) (hash(x)=25399101)
+3198 train 6.939155 (lr=6.6209e-05) (hash(x)=23606439)
+3199 train 6.988861 (lr=6.6161e-05) (hash(x)=24422929)
+3200 val loss 7.1453
+3200 val perplexity 1268.0984
+3200 train 7.206670 (lr=6.6114e-05) (hash(x)=24760381)
+3201 train 6.839073 (lr=6.6066e-05) (hash(x)=23278576)
+3202 train 7.084889 (lr=6.6018e-05) (hash(x)=24897511)
+3203 train 7.379421 (lr=6.5971e-05) (hash(x)=29052117)
+3204 train 7.129854 (lr=6.5923e-05) (hash(x)=25772923)
+3205 train 7.273552 (lr=6.5876e-05) (hash(x)=25885977)
+3206 train 7.041597 (lr=6.5828e-05) (hash(x)=21985272)
+3207 train 6.986963 (lr=6.5781e-05) (hash(x)=23389696)
+3208 train 6.910244 (lr=6.5733e-05) (hash(x)=25299042)
+3209 train 7.150753 (lr=6.5686e-05) (hash(x)=23703987)
+3210 train 7.049348 (lr=6.5638e-05) (hash(x)=23362342)
+3211 train 7.129331 (lr=6.5591e-05) (hash(x)=23962503)
+3212 train 7.018100 (lr=6.5543e-05) (hash(x)=21216023)
+3213 train 7.103049 (lr=6.5496e-05) (hash(x)=25841931)
+3214 train 6.969766 (lr=6.5448e-05) (hash(x)=23631428)
+3215 train 7.353859 (lr=6.5401e-05) (hash(x)=29102969)
+3216 train 7.184864 (lr=6.5353e-05) (hash(x)=25782766)
+3217 train 7.363535 (lr=6.5306e-05) (hash(x)=28825867)
+3218 train 7.328432 (lr=6.5259e-05) (hash(x)=24609499)
+3219 train 7.250351 (lr=6.5211e-05) (hash(x)=24948166)
+3220 train 7.295453 (lr=6.5164e-05) (hash(x)=26919841)
+3221 train 7.164556 (lr=6.5117e-05) (hash(x)=27236198)
+3222 train 6.953090 (lr=6.5069e-05) (hash(x)=24029305)
+3223 train 7.601577 (lr=6.5022e-05) (hash(x)=28359859)
+3224 train 7.338297 (lr=6.4975e-05) (hash(x)=24886008)
+3225 train 7.110576 (lr=6.4927e-05) (hash(x)=27159867)
+3226 train 7.353725 (lr=6.4880e-05) (hash(x)=20672023)
+3227 train 7.057297 (lr=6.4833e-05) (hash(x)=22360298)
+3228 train 7.493010 (lr=6.4786e-05) (hash(x)=27478658)
+3229 train 7.287671 (lr=6.4738e-05) (hash(x)=26575886)
+3230 train 7.470469 (lr=6.4691e-05) (hash(x)=26890615)
+3231 train 7.074588 (lr=6.4644e-05) (hash(x)=24630955)
+3232 train 7.363023 (lr=6.4597e-05) (hash(x)=27016054)
+3233 train 7.550638 (lr=6.4549e-05) (hash(x)=28444407)
+3234 train 6.953803 (lr=6.4502e-05) (hash(x)=24053336)
+3235 train 7.245506 (lr=6.4455e-05) (hash(x)=26897402)
+3236 train 7.427757 (lr=6.4408e-05) (hash(x)=29451214)
+3237 train 7.207397 (lr=6.4361e-05) (hash(x)=27268677)
+3238 train 7.360149 (lr=6.4314e-05) (hash(x)=27494000)
+3239 train 6.968150 (lr=6.4267e-05) (hash(x)=22969113)
+3240 train 6.958189 (lr=6.4219e-05) (hash(x)=21944576)
+3241 train 7.183383 (lr=6.4172e-05) (hash(x)=21671079)
+3242 train 7.055177 (lr=6.4125e-05) (hash(x)=23912980)
+3243 train 7.017578 (lr=6.4078e-05) (hash(x)=25205781)
+3244 train 7.014676 (lr=6.4031e-05) (hash(x)=25654244)
+3245 train 6.948136 (lr=6.3984e-05) (hash(x)=23335929)
+3246 train 7.321729 (lr=6.3937e-05) (hash(x)=27953926)
+3247 train 7.104186 (lr=6.3890e-05) (hash(x)=27004415)
+3248 train 6.813022 (lr=6.3843e-05) (hash(x)=20471566)
+3249 train 7.033170 (lr=6.3796e-05) (hash(x)=25797941)
+3250 val loss 7.1359
+3250 val perplexity 1256.2905
+3250 train 6.900130 (lr=6.3749e-05) (hash(x)=21787064)
+3251 train 6.917352 (lr=6.3702e-05) (hash(x)=22974875)
+3252 train 7.175107 (lr=6.3655e-05) (hash(x)=28431267)
+3253 train 7.056316 (lr=6.3609e-05) (hash(x)=25584910)
+3254 train 6.871850 (lr=6.3562e-05) (hash(x)=23888922)
+3255 train 7.068796 (lr=6.3515e-05) (hash(x)=22265063)
+3256 train 6.706091 (lr=6.3468e-05) (hash(x)=21926624)
+3257 train 6.995527 (lr=6.3421e-05) (hash(x)=23073191)
+3258 train 6.993526 (lr=6.3374e-05) (hash(x)=24409183)
+3259 train 7.060507 (lr=6.3327e-05) (hash(x)=23312114)
+3260 train 6.928936 (lr=6.3281e-05) (hash(x)=21001289)
+3261 train 7.147598 (lr=6.3234e-05) (hash(x)=25514824)
+3262 train 6.931661 (lr=6.3187e-05) (hash(x)=22526800)
+3263 train 7.336038 (lr=6.3140e-05) (hash(x)=26905990)
+3264 train 7.029964 (lr=6.3093e-05) (hash(x)=24469631)
+3265 train 6.868546 (lr=6.3047e-05) (hash(x)=21149081)
+3266 train 7.045645 (lr=6.3000e-05) (hash(x)=24696215)
+3267 train 7.360634 (lr=6.2953e-05) (hash(x)=27089280)
+3268 train 6.923206 (lr=6.2907e-05) (hash(x)=23100446)
+3269 train 7.167446 (lr=6.2860e-05) (hash(x)=25061229)
+3270 train 7.041561 (lr=6.2813e-05) (hash(x)=24337543)
+3271 train 7.103032 (lr=6.2767e-05) (hash(x)=24047679)
+3272 train 7.179262 (lr=6.2720e-05) (hash(x)=27616773)
+3273 train 7.094276 (lr=6.2673e-05) (hash(x)=25315110)
+3274 train 7.151069 (lr=6.2627e-05) (hash(x)=28354645)
+3275 train 7.022954 (lr=6.2580e-05) (hash(x)=25034684)
+3276 train 7.055550 (lr=6.2533e-05) (hash(x)=23550342)
+3277 train 7.732132 (lr=6.2487e-05) (hash(x)=28661487)
+3278 train 7.289499 (lr=6.2440e-05) (hash(x)=24724622)
+3279 train 7.224442 (lr=6.2394e-05) (hash(x)=26905582)
+3280 train 7.332834 (lr=6.2347e-05) (hash(x)=26838818)
+3281 train 7.032266 (lr=6.2301e-05) (hash(x)=23949017)
+3282 train 6.565771 (lr=6.2254e-05) (hash(x)=18846300)
+3283 train 6.918157 (lr=6.2208e-05) (hash(x)=21406950)
+3284 train 6.747005 (lr=6.2161e-05) (hash(x)=21157696)
+3285 train 6.831375 (lr=6.2115e-05) (hash(x)=21440152)
+3286 train 7.025473 (lr=6.2068e-05) (hash(x)=26749182)
+3287 train 7.213727 (lr=6.2022e-05) (hash(x)=29018970)
+3288 train 7.160361 (lr=6.1976e-05) (hash(x)=27577517)
+3289 train 6.804111 (lr=6.1929e-05) (hash(x)=19190537)
+3290 train 6.828809 (lr=6.1883e-05) (hash(x)=21957991)
+3291 train 6.877378 (lr=6.1836e-05) (hash(x)=20853530)
+3292 train 6.792729 (lr=6.1790e-05) (hash(x)=22291731)
+3293 train 6.983441 (lr=6.1744e-05) (hash(x)=23786853)
+3294 train 7.133055 (lr=6.1697e-05) (hash(x)=25740147)
+3295 train 7.232793 (lr=6.1651e-05) (hash(x)=24503315)
+3296 train 6.968725 (lr=6.1605e-05) (hash(x)=22541728)
+3297 train 7.291931 (lr=6.1559e-05) (hash(x)=27067328)
+3298 train 6.931838 (lr=6.1512e-05) (hash(x)=22600715)
+3299 train 6.959671 (lr=6.1466e-05) (hash(x)=23080074)
+3300 val loss 7.1281
+3300 val perplexity 1246.5259
+3300 train 6.748679 (lr=6.1420e-05) (hash(x)=22097758)
+3301 train 6.927454 (lr=6.1374e-05) (hash(x)=24105430)
+3302 train 6.786299 (lr=6.1327e-05) (hash(x)=23343775)
+3303 train 7.067660 (lr=6.1281e-05) (hash(x)=22607537)
+3304 train 7.155244 (lr=6.1235e-05) (hash(x)=26501182)
+3305 train 7.393025 (lr=6.1189e-05) (hash(x)=26063650)
+3306 train 6.991193 (lr=6.1143e-05) (hash(x)=23486602)
+3307 train 7.916775 (lr=6.1097e-05) (hash(x)=32179773)
+3308 train 11.135861 (lr=6.1050e-05) (hash(x)=66155855)
+3309 train 8.401244 (lr=6.1004e-05) (hash(x)=37724427)
+3310 train 7.471134 (lr=6.0958e-05) (hash(x)=28861610)
+3311 train 7.442871 (lr=6.0912e-05) (hash(x)=26690225)
+3312 train 6.996006 (lr=6.0866e-05) (hash(x)=24136450)
+3313 train 7.184599 (lr=6.0820e-05) (hash(x)=23702010)
+3314 train 7.461403 (lr=6.0774e-05) (hash(x)=28761762)
+3315 train 6.759943 (lr=6.0728e-05) (hash(x)=22109609)
+3316 train 7.129605 (lr=6.0682e-05) (hash(x)=25168631)
+3317 train 7.026454 (lr=6.0636e-05) (hash(x)=24503786)
+3318 train 7.078992 (lr=6.0590e-05) (hash(x)=23698606)
+3319 train 7.102124 (lr=6.0544e-05) (hash(x)=24226255)
+3320 train 7.659725 (lr=6.0498e-05) (hash(x)=31110577)
+3321 train 7.083328 (lr=6.0452e-05) (hash(x)=24752754)
+3322 train 6.919155 (lr=6.0406e-05) (hash(x)=21135610)
+3323 train 6.873006 (lr=6.0361e-05) (hash(x)=23013573)
+3324 train 6.600286 (lr=6.0315e-05) (hash(x)=20289715)
+3325 train 6.888396 (lr=6.0269e-05) (hash(x)=22700287)
+3326 train 6.958524 (lr=6.0223e-05) (hash(x)=21320362)
+3327 train 7.082592 (lr=6.0177e-05) (hash(x)=23622702)
+3328 train 7.356273 (lr=6.0131e-05) (hash(x)=27435461)
+3329 train 7.132514 (lr=6.0086e-05) (hash(x)=25435452)
+3330 train 7.120143 (lr=6.0040e-05) (hash(x)=27952557)
+3331 train 6.781022 (lr=5.9994e-05) (hash(x)=21517429)
+3332 train 6.911827 (lr=5.9948e-05) (hash(x)=24288985)
+3333 train 7.071102 (lr=5.9903e-05) (hash(x)=23374788)
+3334 train 6.892944 (lr=5.9857e-05) (hash(x)=22042499)
+3335 train 7.162957 (lr=5.9811e-05) (hash(x)=23910425)
+3336 train 7.454860 (lr=5.9765e-05) (hash(x)=28118508)
+3337 train 7.248219 (lr=5.9720e-05) (hash(x)=26737440)
+3338 train 7.007446 (lr=5.9674e-05) (hash(x)=24472271)
+3339 train 6.981123 (lr=5.9628e-05) (hash(x)=24407484)
+3340 train 7.517465 (lr=5.9583e-05) (hash(x)=27908937)
+3341 train 7.594377 (lr=5.9537e-05) (hash(x)=29038937)
+3342 train 7.436462 (lr=5.9492e-05) (hash(x)=24802580)
+3343 train 7.408276 (lr=5.9446e-05) (hash(x)=27213318)
+3344 train 7.437287 (lr=5.9401e-05) (hash(x)=28693458)
+3345 train 6.742250 (lr=5.9355e-05) (hash(x)=20332324)
+3346 train 7.125975 (lr=5.9309e-05) (hash(x)=26726007)
+3347 train 7.054561 (lr=5.9264e-05) (hash(x)=25524191)
+3348 train 7.131692 (lr=5.9218e-05) (hash(x)=25553293)
+3349 train 7.063780 (lr=5.9173e-05) (hash(x)=25614848)
+3350 val loss 7.1284
+3350 val perplexity 1246.8671
+3350 train 7.145778 (lr=5.9128e-05) (hash(x)=25747903)
+3351 train 7.128217 (lr=5.9082e-05) (hash(x)=26701577)
+3352 train 6.864508 (lr=5.9037e-05) (hash(x)=21964135)
+3353 train 6.980630 (lr=5.8991e-05) (hash(x)=24461007)
+3354 train 7.026713 (lr=5.8946e-05) (hash(x)=25818495)
+3355 train 6.856828 (lr=5.8900e-05) (hash(x)=22091266)
+3356 train 6.869630 (lr=5.8855e-05) (hash(x)=24476213)
+3357 train 7.231595 (lr=5.8810e-05) (hash(x)=24500423)
+3358 train 6.972798 (lr=5.8764e-05) (hash(x)=21754841)
+3359 train 7.320991 (lr=5.8719e-05) (hash(x)=26216794)
+3360 train 6.799850 (lr=5.8674e-05) (hash(x)=24267249)
+3361 train 7.129736 (lr=5.8628e-05) (hash(x)=23143515)
+3362 train 7.006831 (lr=5.8583e-05) (hash(x)=24120302)
+3363 train 7.157765 (lr=5.8538e-05) (hash(x)=20817340)
+3364 train 7.135156 (lr=5.8493e-05) (hash(x)=22285847)
+3365 train 7.412169 (lr=5.8447e-05) (hash(x)=28151597)
+3366 train 7.823307 (lr=5.8402e-05) (hash(x)=31593285)
+3367 train 7.458807 (lr=5.8357e-05) (hash(x)=27579623)
+3368 train 7.107925 (lr=5.8312e-05) (hash(x)=24995988)
+3369 train 6.772609 (lr=5.8267e-05) (hash(x)=22166810)
+3370 train 7.010938 (lr=5.8222e-05) (hash(x)=23948298)
+3371 train 6.925372 (lr=5.8176e-05) (hash(x)=21532187)
+3372 train 6.982813 (lr=5.8131e-05) (hash(x)=23571652)
+3373 train 7.391457 (lr=5.8086e-05) (hash(x)=26911513)
+3374 train 7.299990 (lr=5.8041e-05) (hash(x)=24011329)
+3375 train 7.491324 (lr=5.7996e-05) (hash(x)=26086198)
+3376 train 7.065422 (lr=5.7951e-05) (hash(x)=22844402)
+3377 train 7.020270 (lr=5.7906e-05) (hash(x)=21817762)
+3378 train 7.068152 (lr=5.7861e-05) (hash(x)=23903232)
+3379 train 7.035761 (lr=5.7816e-05) (hash(x)=23911729)
+3380 train 7.023668 (lr=5.7771e-05) (hash(x)=24485288)
+3381 train 7.217203 (lr=5.7726e-05) (hash(x)=27955492)
+3382 train 6.929544 (lr=5.7681e-05) (hash(x)=25884586)
+3383 train 7.142838 (lr=5.7636e-05) (hash(x)=24863441)
+3384 train 7.423108 (lr=5.7591e-05) (hash(x)=22045992)
+3385 train 7.532023 (lr=5.7546e-05) (hash(x)=29174796)
+3386 train 7.827577 (lr=5.7502e-05) (hash(x)=32589942)
+3387 train 7.432379 (lr=5.7457e-05) (hash(x)=28856978)
+3388 train 6.889632 (lr=5.7412e-05) (hash(x)=21667904)
+3389 train 6.896887 (lr=5.7367e-05) (hash(x)=23431801)
+3390 train 6.718002 (lr=5.7322e-05) (hash(x)=20877285)
+3391 train 6.978339 (lr=5.7277e-05) (hash(x)=25236385)
+3392 train 7.214021 (lr=5.7233e-05) (hash(x)=25373071)
+3393 train 7.340473 (lr=5.7188e-05) (hash(x)=25713464)
+3394 train 7.334015 (lr=5.7143e-05) (hash(x)=25713475)
+3395 train 7.160985 (lr=5.7098e-05) (hash(x)=24278687)
+3396 train 7.302497 (lr=5.7054e-05) (hash(x)=27491349)
+3397 train 7.208562 (lr=5.7009e-05) (hash(x)=24513692)
+3398 train 7.304548 (lr=5.6964e-05) (hash(x)=26853415)
+3399 train 7.370060 (lr=5.6920e-05) (hash(x)=25330803)
+3400 val loss 7.1219
+3400 val perplexity 1238.8411
+3400 train 7.351709 (lr=5.6875e-05) (hash(x)=26578066)
+3401 train 7.340537 (lr=5.6830e-05) (hash(x)=26811522)
+3402 train 7.046660 (lr=5.6786e-05) (hash(x)=25611092)
+3403 train 6.843910 (lr=5.6741e-05) (hash(x)=21568545)
+3404 train 6.824935 (lr=5.6697e-05) (hash(x)=22756484)
+3405 train 7.113336 (lr=5.6652e-05) (hash(x)=27927608)
+3406 train 7.145606 (lr=5.6607e-05) (hash(x)=27497018)
+3407 train 6.949190 (lr=5.6563e-05) (hash(x)=22508532)
+3408 train 7.403802 (lr=5.6518e-05) (hash(x)=26673287)
+3409 train 7.057280 (lr=5.6474e-05) (hash(x)=23675869)
+3410 train 6.968216 (lr=5.6429e-05) (hash(x)=25496948)
+3411 train 6.956251 (lr=5.6385e-05) (hash(x)=24850662)
+3412 train 7.234116 (lr=5.6341e-05) (hash(x)=29790167)
+3413 train 6.867599 (lr=5.6296e-05) (hash(x)=24193434)
+3414 train 7.247591 (lr=5.6252e-05) (hash(x)=25310919)
+3415 train 6.922772 (lr=5.6207e-05) (hash(x)=21799261)
+3416 train 7.212538 (lr=5.6163e-05) (hash(x)=26620074)
+3417 train 7.186776 (lr=5.6119e-05) (hash(x)=26719309)
+3418 train 7.556762 (lr=5.6074e-05) (hash(x)=23190530)
+3419 train 7.146120 (lr=5.6030e-05) (hash(x)=24884891)
+3420 train 7.138474 (lr=5.5986e-05) (hash(x)=25545849)
+3421 train 7.092090 (lr=5.5941e-05) (hash(x)=26021405)
+3422 train 7.034383 (lr=5.5897e-05) (hash(x)=23887343)
+3423 train 7.108051 (lr=5.5853e-05) (hash(x)=26311168)
+3424 train 6.776940 (lr=5.5809e-05) (hash(x)=21051541)
+3425 train 7.159950 (lr=5.5764e-05) (hash(x)=23553179)
+3426 train 7.025594 (lr=5.5720e-05) (hash(x)=24345540)
+3427 train 7.485182 (lr=5.5676e-05) (hash(x)=27549895)
+3428 train 6.828899 (lr=5.5632e-05) (hash(x)=22559753)
+3429 train 6.784956 (lr=5.5588e-05) (hash(x)=21647642)
+3430 train 6.676024 (lr=5.5544e-05) (hash(x)=20130901)
+3431 train 6.824625 (lr=5.5499e-05) (hash(x)=20977430)
+3432 train 6.814294 (lr=5.5455e-05) (hash(x)=21356429)
+3433 train 6.820052 (lr=5.5411e-05) (hash(x)=23494380)
+3434 train 7.076135 (lr=5.5367e-05) (hash(x)=23805501)
+3435 train 7.020532 (lr=5.5323e-05) (hash(x)=23448855)
+3436 train 7.379930 (lr=5.5279e-05) (hash(x)=26000319)
+3437 train 6.858089 (lr=5.5235e-05) (hash(x)=21760032)
+3438 train 6.978036 (lr=5.5191e-05) (hash(x)=24424886)
+3439 train 7.383968 (lr=5.5147e-05) (hash(x)=26941617)
+3440 train 7.399796 (lr=5.5103e-05) (hash(x)=26798528)
+3441 train 7.432046 (lr=5.5059e-05) (hash(x)=27464193)
+3442 train 7.329611 (lr=5.5015e-05) (hash(x)=25649118)
+3443 train 7.350932 (lr=5.4971e-05) (hash(x)=26953192)
+3444 train 7.180144 (lr=5.4928e-05) (hash(x)=22224958)
+3445 train 6.973061 (lr=5.4884e-05) (hash(x)=24044587)
+3446 train 7.436658 (lr=5.4840e-05) (hash(x)=29584466)
+3447 train 7.806589 (lr=5.4796e-05) (hash(x)=30008957)
+3448 train 7.641756 (lr=5.4752e-05) (hash(x)=26059290)
+3449 train 6.640294 (lr=5.4708e-05) (hash(x)=19733965)
+3450 val loss 7.1250
+3450 val perplexity 1242.6434
+3450 train 7.151442 (lr=5.4665e-05) (hash(x)=23960200)
+3451 train 7.344850 (lr=5.4621e-05) (hash(x)=27069893)
+3452 train 6.956281 (lr=5.4577e-05) (hash(x)=23947772)
+3453 train 7.041554 (lr=5.4533e-05) (hash(x)=22707406)
+3454 train 7.236257 (lr=5.4490e-05) (hash(x)=27832550)
+3455 train 7.120453 (lr=5.4446e-05) (hash(x)=27125962)
+3456 train 6.991271 (lr=5.4402e-05) (hash(x)=24510254)
+3457 train 6.804691 (lr=5.4359e-05) (hash(x)=23545652)
+3458 train 6.869073 (lr=5.4315e-05) (hash(x)=23554751)
+3459 train 6.976784 (lr=5.4271e-05) (hash(x)=23341415)
+3460 train 7.169184 (lr=5.4228e-05) (hash(x)=21784583)
+3461 train 6.942049 (lr=5.4184e-05) (hash(x)=22214769)
+3462 train 7.011479 (lr=5.4141e-05) (hash(x)=24206922)
+3463 train 7.119248 (lr=5.4097e-05) (hash(x)=25888358)
+3464 train 6.941306 (lr=5.4054e-05) (hash(x)=22689666)
+3465 train 7.051286 (lr=5.4010e-05) (hash(x)=24918697)
+3466 train 7.327835 (lr=5.3967e-05) (hash(x)=28237214)
+3467 train 7.406415 (lr=5.3923e-05) (hash(x)=26761645)
+3468 train 7.085329 (lr=5.3880e-05) (hash(x)=26979307)
+3469 train 6.989407 (lr=5.3836e-05) (hash(x)=23553754)
+3470 train 7.153759 (lr=5.3793e-05) (hash(x)=25256849)
+3471 train 7.017282 (lr=5.3749e-05) (hash(x)=21725719)
+3472 train 7.108730 (lr=5.3706e-05) (hash(x)=24897801)
+3473 train 7.033596 (lr=5.3663e-05) (hash(x)=26175307)
+3474 train 6.851186 (lr=5.3619e-05) (hash(x)=23309218)
+3475 train 6.932611 (lr=5.3576e-05) (hash(x)=25746493)
+3476 train 7.256620 (lr=5.3533e-05) (hash(x)=27169613)
+3477 train 6.936481 (lr=5.3489e-05) (hash(x)=22937341)
+3478 train 7.056920 (lr=5.3446e-05) (hash(x)=24250636)
+3479 train 6.888117 (lr=5.3403e-05) (hash(x)=21669704)
+3480 train 6.901066 (lr=5.3360e-05) (hash(x)=24431839)
+3481 train 6.927785 (lr=5.3316e-05) (hash(x)=22763387)
+3482 train 6.904717 (lr=5.3273e-05) (hash(x)=20489446)
+3483 train 6.870946 (lr=5.3230e-05) (hash(x)=21167493)
+3484 train 6.891023 (lr=5.3187e-05) (hash(x)=23465087)
+3485 train 7.118201 (lr=5.3144e-05) (hash(x)=26175023)
+3486 train 7.197098 (lr=5.3101e-05) (hash(x)=24986207)
+3487 train 6.759995 (lr=5.3058e-05) (hash(x)=23166993)
+3488 train 7.071245 (lr=5.3014e-05) (hash(x)=25281216)
+3489 train 6.844293 (lr=5.2971e-05) (hash(x)=21824285)
+3490 train 6.904451 (lr=5.2928e-05) (hash(x)=22352750)
+3491 train 7.121194 (lr=5.2885e-05) (hash(x)=23947208)
+3492 train 7.201152 (lr=5.2842e-05) (hash(x)=26257363)
+3493 train 7.022918 (lr=5.2799e-05) (hash(x)=25103214)
+3494 train 7.068681 (lr=5.2756e-05) (hash(x)=25267583)
+3495 train 7.171032 (lr=5.2713e-05) (hash(x)=26235974)
+3496 train 7.368993 (lr=5.2670e-05) (hash(x)=26430769)
+3497 train 7.766033 (lr=5.2627e-05) (hash(x)=28282027)
+3498 train 7.622179 (lr=5.2585e-05) (hash(x)=28386462)
+3499 train 7.233790 (lr=5.2542e-05) (hash(x)=29822604)
+3500 val loss 7.1028
+3500 val perplexity 1215.3948
+3500 train 7.146901 (lr=5.2499e-05) (hash(x)=29225386)
+3501 train 7.021707 (lr=5.2456e-05) (hash(x)=25249294)
+3502 train 6.761983 (lr=5.2413e-05) (hash(x)=20020741)
+3503 train 6.954203 (lr=5.2370e-05) (hash(x)=25426430)
+3504 train 6.909929 (lr=5.2328e-05) (hash(x)=25720411)
+3505 train 6.945062 (lr=5.2285e-05) (hash(x)=25602639)
+3506 train 7.076688 (lr=5.2242e-05) (hash(x)=26724388)
+3507 train 6.978249 (lr=5.2199e-05) (hash(x)=26043735)
+3508 train 6.932373 (lr=5.2157e-05) (hash(x)=24955163)
+3509 train 6.912084 (lr=5.2114e-05) (hash(x)=20936107)
+3510 train 6.897785 (lr=5.2071e-05) (hash(x)=20317378)
+3511 train 6.924202 (lr=5.2029e-05) (hash(x)=22966314)
+3512 train 7.260696 (lr=5.1986e-05) (hash(x)=25870930)
+3513 train 7.108107 (lr=5.1943e-05) (hash(x)=24656635)
+3514 train 7.360537 (lr=5.1901e-05) (hash(x)=28576810)
+3515 train 7.262213 (lr=5.1858e-05) (hash(x)=27944619)
+3516 train 7.109572 (lr=5.1816e-05) (hash(x)=27421509)
+3517 train 6.842845 (lr=5.1773e-05) (hash(x)=20844620)
+3518 train 7.051571 (lr=5.1731e-05) (hash(x)=28569406)
+3519 train 6.952942 (lr=5.1688e-05) (hash(x)=23448505)
+3520 train 7.119153 (lr=5.1646e-05) (hash(x)=24852577)
+3521 train 7.002348 (lr=5.1603e-05) (hash(x)=23963103)
+3522 train 6.877852 (lr=5.1561e-05) (hash(x)=24816516)
+3523 train 7.063744 (lr=5.1518e-05) (hash(x)=24205942)
+3524 train 6.641958 (lr=5.1476e-05) (hash(x)=20988660)
+3525 train 6.742400 (lr=5.1433e-05) (hash(x)=21631366)
+3526 train 6.958988 (lr=5.1391e-05) (hash(x)=23499370)
+3527 train 7.077775 (lr=5.1349e-05) (hash(x)=26330693)
+3528 train 6.724521 (lr=5.1306e-05) (hash(x)=23937176)
+3529 train 7.012758 (lr=5.1264e-05) (hash(x)=27345885)
+3530 train 6.710403 (lr=5.1222e-05) (hash(x)=21104610)
+3531 train 7.105317 (lr=5.1179e-05) (hash(x)=24844466)
+3532 train 6.426122 (lr=5.1137e-05) (hash(x)=21055483)
+3533 train 6.792238 (lr=5.1095e-05) (hash(x)=23229414)
+3534 train 7.103494 (lr=5.1053e-05) (hash(x)=26676920)
+3535 train 7.066594 (lr=5.1011e-05) (hash(x)=29550596)
+3536 train 6.812822 (lr=5.0968e-05) (hash(x)=22231942)
+3537 train 7.007370 (lr=5.0926e-05) (hash(x)=25843852)
+3538 train 7.178358 (lr=5.0884e-05) (hash(x)=27110533)
+3539 train 6.703001 (lr=5.0842e-05) (hash(x)=20506540)
+3540 train 6.817369 (lr=5.0800e-05) (hash(x)=21599346)
+3541 train 7.030813 (lr=5.0758e-05) (hash(x)=26395519)
+3542 train 6.990782 (lr=5.0716e-05) (hash(x)=25892512)
+3543 train 7.066484 (lr=5.0674e-05) (hash(x)=22124892)
+3544 train 6.950746 (lr=5.0632e-05) (hash(x)=21882567)
+3545 train 6.999280 (lr=5.0590e-05) (hash(x)=24316212)
+3546 train 6.909022 (lr=5.0548e-05) (hash(x)=24296310)
+3547 train 7.027940 (lr=5.0506e-05) (hash(x)=24867036)
+3548 train 7.015121 (lr=5.0464e-05) (hash(x)=23351896)
+3549 train 6.957110 (lr=5.0422e-05) (hash(x)=21576408)
+3550 val loss 7.1014
+3550 val perplexity 1213.6481
+3550 train 7.115164 (lr=5.0380e-05) (hash(x)=26377338)
+3551 train 6.921495 (lr=5.0338e-05) (hash(x)=25607640)
+3552 train 7.220408 (lr=5.0296e-05) (hash(x)=27619776)
+3553 train 6.751049 (lr=5.0254e-05) (hash(x)=23454533)
+3554 train 6.931464 (lr=5.0212e-05) (hash(x)=22542519)
+3555 train 7.017466 (lr=5.0171e-05) (hash(x)=26176930)
+3556 train 6.797460 (lr=5.0129e-05) (hash(x)=22815181)
+3557 train 6.789207 (lr=5.0087e-05) (hash(x)=21821757)
+3558 train 6.828621 (lr=5.0045e-05) (hash(x)=23988293)
+3559 train 6.741537 (lr=5.0004e-05) (hash(x)=23795894)
+3560 train 6.688789 (lr=4.9962e-05) (hash(x)=22898969)
+3561 train 6.682091 (lr=4.9920e-05) (hash(x)=21510825)
+3562 train 6.617916 (lr=4.9879e-05) (hash(x)=22499317)
+3563 train 6.661351 (lr=4.9837e-05) (hash(x)=23756298)
+3564 train 6.706679 (lr=4.9795e-05) (hash(x)=23964512)
+3565 train 6.796631 (lr=4.9754e-05) (hash(x)=23262803)
+3566 train 7.000543 (lr=4.9712e-05) (hash(x)=23347279)
+3567 train 6.909108 (lr=4.9671e-05) (hash(x)=24165449)
+3568 train 7.039506 (lr=4.9629e-05) (hash(x)=25503946)
+3569 train 6.996364 (lr=4.9587e-05) (hash(x)=26532839)
+3570 train 6.652916 (lr=4.9546e-05) (hash(x)=21889816)
+3571 train 6.928617 (lr=4.9504e-05) (hash(x)=26643739)
+3572 train 7.155104 (lr=4.9463e-05) (hash(x)=26826130)
+3573 train 7.149690 (lr=4.9422e-05) (hash(x)=25810624)
+3574 train 7.028275 (lr=4.9380e-05) (hash(x)=23080331)
+3575 train 7.180142 (lr=4.9339e-05) (hash(x)=24697756)
+3576 train 7.016088 (lr=4.9297e-05) (hash(x)=25158900)
+3577 train 7.142437 (lr=4.9256e-05) (hash(x)=25793633)
+3578 train 6.752792 (lr=4.9215e-05) (hash(x)=21468493)
+3579 train 7.057407 (lr=4.9173e-05) (hash(x)=24431101)
+3580 train 6.916927 (lr=4.9132e-05) (hash(x)=27314357)
+3581 train 7.132324 (lr=4.9091e-05) (hash(x)=26286249)
+3582 train 7.352216 (lr=4.9049e-05) (hash(x)=25954856)
+3583 train 7.233594 (lr=4.9008e-05) (hash(x)=27218899)
+3584 train 7.046422 (lr=4.8967e-05) (hash(x)=24249114)
+3585 train 6.912305 (lr=4.8926e-05) (hash(x)=23659934)
+3586 train 6.906404 (lr=4.8885e-05) (hash(x)=25995600)
+3587 train 6.872764 (lr=4.8843e-05) (hash(x)=29462219)
+3588 train 7.006045 (lr=4.8802e-05) (hash(x)=23346714)
+3589 train 7.114620 (lr=4.8761e-05) (hash(x)=27168432)
+3590 train 6.928754 (lr=4.8720e-05) (hash(x)=23954240)
+3591 train 6.896588 (lr=4.8679e-05) (hash(x)=24748522)
+3592 train 7.103906 (lr=4.8638e-05) (hash(x)=24887007)
+3593 train 6.862226 (lr=4.8597e-05) (hash(x)=25539383)
+3594 train 6.755695 (lr=4.8556e-05) (hash(x)=20104613)
+3595 train 7.279100 (lr=4.8515e-05) (hash(x)=24843486)
+3596 train 7.316308 (lr=4.8474e-05) (hash(x)=24357864)
+3597 train 6.964230 (lr=4.8433e-05) (hash(x)=23873745)
+3598 train 7.119512 (lr=4.8392e-05) (hash(x)=25142829)
+3599 train 7.195953 (lr=4.8351e-05) (hash(x)=24965317)
+3600 val loss 7.0866
+3600 val perplexity 1195.8212
+3600 train 6.658563 (lr=4.8310e-05) (hash(x)=18505205)
+3601 train 6.708013 (lr=4.8269e-05) (hash(x)=23632877)
+3602 train 6.953015 (lr=4.8228e-05) (hash(x)=23704554)
+3603 train 7.113382 (lr=4.8187e-05) (hash(x)=26584754)
+3604 train 6.752763 (lr=4.8147e-05) (hash(x)=20667709)
+3605 train 6.634787 (lr=4.8106e-05) (hash(x)=20573248)
+3606 train 6.766619 (lr=4.8065e-05) (hash(x)=23998997)
+3607 train 6.952621 (lr=4.8024e-05) (hash(x)=22031210)
+3608 train 7.016979 (lr=4.7984e-05) (hash(x)=24124536)
+3609 train 6.937795 (lr=4.7943e-05) (hash(x)=22650144)
+3610 train 6.996767 (lr=4.7902e-05) (hash(x)=23796998)
+3611 train 7.044753 (lr=4.7861e-05) (hash(x)=24860582)
+3612 train 6.598936 (lr=4.7821e-05) (hash(x)=20591300)
+3613 train 6.980502 (lr=4.7780e-05) (hash(x)=23447130)
+3614 train 6.980930 (lr=4.7740e-05) (hash(x)=26237963)
+3615 train 7.111556 (lr=4.7699e-05) (hash(x)=25877990)
+3616 train 6.870970 (lr=4.7658e-05) (hash(x)=24808003)
+3617 train 7.062857 (lr=4.7618e-05) (hash(x)=24103543)
+3618 train 6.979444 (lr=4.7577e-05) (hash(x)=24877184)
+3619 train 7.075022 (lr=4.7537e-05) (hash(x)=24970646)
+3620 train 7.025144 (lr=4.7496e-05) (hash(x)=25764524)
+3621 train 7.193379 (lr=4.7456e-05) (hash(x)=25313591)
+3622 train 7.059781 (lr=4.7415e-05) (hash(x)=23260940)
+3623 train 6.968451 (lr=4.7375e-05) (hash(x)=24382381)
+3624 train 6.900671 (lr=4.7335e-05) (hash(x)=24618902)
+3625 train 7.090369 (lr=4.7294e-05) (hash(x)=25074871)
+3626 train 6.785738 (lr=4.7254e-05) (hash(x)=24472251)
+3627 train 6.950728 (lr=4.7214e-05) (hash(x)=25221746)
+3628 train 7.058483 (lr=4.7173e-05) (hash(x)=27448790)
+3629 train 7.014987 (lr=4.7133e-05) (hash(x)=25221431)
+3630 train 6.585634 (lr=4.7093e-05) (hash(x)=22034366)
+3631 train 7.156635 (lr=4.7052e-05) (hash(x)=24551999)
+3632 train 6.833948 (lr=4.7012e-05) (hash(x)=24330217)
+3633 train 6.955327 (lr=4.6972e-05) (hash(x)=22792380)
+3634 train 6.769900 (lr=4.6932e-05) (hash(x)=22393767)
+3635 train 7.071537 (lr=4.6892e-05) (hash(x)=28151378)
+3636 train 7.079183 (lr=4.6851e-05) (hash(x)=26999341)
+3637 train 7.072071 (lr=4.6811e-05) (hash(x)=27251870)
+3638 train 7.059456 (lr=4.6771e-05) (hash(x)=23439462)
+3639 train 7.143247 (lr=4.6731e-05) (hash(x)=25765516)
+3640 train 7.010594 (lr=4.6691e-05) (hash(x)=24720171)
+3641 train 7.198830 (lr=4.6651e-05) (hash(x)=23927187)
+3642 train 6.980324 (lr=4.6611e-05) (hash(x)=23879561)
+3643 train 7.081880 (lr=4.6571e-05) (hash(x)=25630696)
+3644 train 6.694173 (lr=4.6531e-05) (hash(x)=22030016)
+3645 train 7.143060 (lr=4.6491e-05) (hash(x)=28781600)
+3646 train 7.144712 (lr=4.6451e-05) (hash(x)=26668019)
+3647 train 7.183895 (lr=4.6411e-05) (hash(x)=25204247)
+3648 train 7.401549 (lr=4.6371e-05) (hash(x)=31261394)
+3649 train 7.201473 (lr=4.6331e-05) (hash(x)=26193103)
+3650 val loss 7.0933
+3650 val perplexity 1203.8331
+3650 train 7.023122 (lr=4.6292e-05) (hash(x)=23872456)
+3651 train 6.912009 (lr=4.6252e-05) (hash(x)=26326447)
+3652 train 6.904233 (lr=4.6212e-05) (hash(x)=26449631)
+3653 train 7.197032 (lr=4.6172e-05) (hash(x)=26373461)
+3654 train 7.038723 (lr=4.6132e-05) (hash(x)=24882768)
+3655 train 7.095871 (lr=4.6093e-05) (hash(x)=26321813)
+3656 train 7.142419 (lr=4.6053e-05) (hash(x)=27056428)
+3657 train 7.098178 (lr=4.6013e-05) (hash(x)=24583976)
+3658 train 6.826447 (lr=4.5973e-05) (hash(x)=22259624)
+3659 train 6.942510 (lr=4.5934e-05) (hash(x)=25400396)
+3660 train 6.794240 (lr=4.5894e-05) (hash(x)=21095507)
+3661 train 7.062692 (lr=4.5855e-05) (hash(x)=27231042)
+3662 train 6.838111 (lr=4.5815e-05) (hash(x)=27292771)
+3663 train 7.251122 (lr=4.5775e-05) (hash(x)=25528323)
+3664 train 7.017873 (lr=4.5736e-05) (hash(x)=24374502)
+3665 train 6.829183 (lr=4.5696e-05) (hash(x)=22463800)
+3666 train 7.107703 (lr=4.5657e-05) (hash(x)=25413960)
+3667 train 7.027238 (lr=4.5617e-05) (hash(x)=24035353)
+3668 train 6.958714 (lr=4.5578e-05) (hash(x)=24815852)
+3669 train 6.849153 (lr=4.5538e-05) (hash(x)=22995856)
+3670 train 7.125806 (lr=4.5499e-05) (hash(x)=28128238)
+3671 train 7.117117 (lr=4.5460e-05) (hash(x)=25114729)
+3672 train 6.836123 (lr=4.5420e-05) (hash(x)=19337726)
+3673 train 7.310034 (lr=4.5381e-05) (hash(x)=26674420)
+3674 train 6.794072 (lr=4.5342e-05) (hash(x)=22553270)
+3675 train 6.655716 (lr=4.5302e-05) (hash(x)=21634962)
+3676 train 6.831678 (lr=4.5263e-05) (hash(x)=23362669)
+3677 train 7.018637 (lr=4.5224e-05) (hash(x)=24781824)
+3678 train 6.485383 (lr=4.5184e-05) (hash(x)=17909688)
+3679 train 7.752635 (lr=4.5145e-05) (hash(x)=31341964)
+3680 train 7.271945 (lr=4.5106e-05) (hash(x)=29071335)
+3681 train 6.658321 (lr=4.5067e-05) (hash(x)=19486640)
+3682 train 6.837666 (lr=4.5028e-05) (hash(x)=24301133)
+3683 train 7.039528 (lr=4.4988e-05) (hash(x)=29172813)
+3684 train 7.570714 (lr=4.4949e-05) (hash(x)=31501337)
+3685 train 7.173580 (lr=4.4910e-05) (hash(x)=27377840)
+3686 train 6.964063 (lr=4.4871e-05) (hash(x)=24499761)
+3687 train 6.995831 (lr=4.4832e-05) (hash(x)=26326024)
+3688 train 6.984067 (lr=4.4793e-05) (hash(x)=23179996)
+3689 train 6.615469 (lr=4.4754e-05) (hash(x)=20963675)
+3690 train 6.952382 (lr=4.4715e-05) (hash(x)=26650521)
+3691 train 6.690535 (lr=4.4676e-05) (hash(x)=20140071)
+3692 train 6.672421 (lr=4.4637e-05) (hash(x)=21734340)
+3693 train 6.963616 (lr=4.4598e-05) (hash(x)=23848422)
+3694 train 7.009222 (lr=4.4559e-05) (hash(x)=27499953)
+3695 train 7.255083 (lr=4.4521e-05) (hash(x)=27273311)
+3696 train 7.186636 (lr=4.4482e-05) (hash(x)=25741091)
+3697 train 6.902068 (lr=4.4443e-05) (hash(x)=22010794)
+3698 train 7.023187 (lr=4.4404e-05) (hash(x)=24616138)
+3699 train 7.383678 (lr=4.4365e-05) (hash(x)=31276487)
+3700 val loss 7.0833
+3700 val perplexity 1191.9529
+3700 train 7.053687 (lr=4.4327e-05) (hash(x)=24042922)
+3701 train 6.792184 (lr=4.4288e-05) (hash(x)=21985431)
+3702 train 6.660689 (lr=4.4249e-05) (hash(x)=21336316)
+3703 train 6.481793 (lr=4.4210e-05) (hash(x)=17819313)
+3704 train 7.153171 (lr=4.4172e-05) (hash(x)=27033851)
+3705 train 7.143022 (lr=4.4133e-05) (hash(x)=27260043)
+3706 train 7.241998 (lr=4.4094e-05) (hash(x)=26847649)
+3707 train 7.163532 (lr=4.4056e-05) (hash(x)=25843618)
+3708 train 7.148270 (lr=4.4017e-05) (hash(x)=25828009)
+3709 train 7.192577 (lr=4.3979e-05) (hash(x)=24960960)
+3710 train 7.288318 (lr=4.3940e-05) (hash(x)=24852741)
+3711 train 6.752315 (lr=4.3902e-05) (hash(x)=23769243)
+3712 train 6.954185 (lr=4.3863e-05) (hash(x)=27110690)
+3713 train 6.970043 (lr=4.3825e-05) (hash(x)=22817285)
+3714 train 6.651168 (lr=4.3786e-05) (hash(x)=19618355)
+3715 train 7.257476 (lr=4.3748e-05) (hash(x)=28731298)
+3716 train 6.964748 (lr=4.3709e-05) (hash(x)=23091196)
+3717 train 7.525986 (lr=4.3671e-05) (hash(x)=28825233)
+3718 train 7.065677 (lr=4.3633e-05) (hash(x)=25778506)
+3719 train 7.015244 (lr=4.3594e-05) (hash(x)=23788738)
+3720 train 6.338789 (lr=4.3556e-05) (hash(x)=16684794)
+3721 train 6.877472 (lr=4.3518e-05) (hash(x)=24755102)
+3722 train 7.178905 (lr=4.3479e-05) (hash(x)=26839238)
+3723 train 7.199771 (lr=4.3441e-05) (hash(x)=26599031)
+3724 train 7.058864 (lr=4.3403e-05) (hash(x)=25945650)
+3725 train 7.225540 (lr=4.3365e-05) (hash(x)=27434751)
+3726 train 6.987350 (lr=4.3327e-05) (hash(x)=24814591)
+3727 train 6.944946 (lr=4.3288e-05) (hash(x)=24818744)
+3728 train 7.016769 (lr=4.3250e-05) (hash(x)=25649817)
+3729 train 6.918542 (lr=4.3212e-05) (hash(x)=24987021)
+3730 train 6.846814 (lr=4.3174e-05) (hash(x)=24667779)
+3731 train 6.841778 (lr=4.3136e-05) (hash(x)=23053871)
+3732 train 6.517435 (lr=4.3098e-05) (hash(x)=19264856)
+3733 train 7.138875 (lr=4.3060e-05) (hash(x)=23718117)
+3734 train 6.818486 (lr=4.3022e-05) (hash(x)=21904779)
+3735 train 7.028947 (lr=4.2984e-05) (hash(x)=23472795)
+3736 train 7.289619 (lr=4.2946e-05) (hash(x)=24650440)
+3737 train 7.321011 (lr=4.2908e-05) (hash(x)=25243911)
+3738 train 7.705376 (lr=4.2870e-05) (hash(x)=30423616)
+3739 train 7.726070 (lr=4.2832e-05) (hash(x)=29748225)
+3740 train 7.115284 (lr=4.2794e-05) (hash(x)=25180684)
+3741 train 7.108636 (lr=4.2757e-05) (hash(x)=25619065)
+3742 train 7.495078 (lr=4.2719e-05) (hash(x)=31847002)
+3743 train 7.061052 (lr=4.2681e-05) (hash(x)=24991832)
+3744 train 6.976989 (lr=4.2643e-05) (hash(x)=23836263)
+3745 train 6.882457 (lr=4.2605e-05) (hash(x)=24651902)
+3746 train 7.413916 (lr=4.2568e-05) (hash(x)=22936538)
+3747 train 7.402997 (lr=4.2530e-05) (hash(x)=23681545)
+3748 train 6.802119 (lr=4.2492e-05) (hash(x)=21140825)
+3749 train 6.983788 (lr=4.2455e-05) (hash(x)=24932453)
+3750 val loss 7.0789
+3750 val perplexity 1186.7137
+3750 train 7.151378 (lr=4.2417e-05) (hash(x)=25919062)
+3751 train 6.949577 (lr=4.2379e-05) (hash(x)=22424066)
+3752 train 6.992799 (lr=4.2342e-05) (hash(x)=23542210)
+3753 train 6.857402 (lr=4.2304e-05) (hash(x)=22113561)
+3754 train 6.778438 (lr=4.2267e-05) (hash(x)=24892794)
+3755 train 7.265355 (lr=4.2229e-05) (hash(x)=25262748)
+3756 train 7.016611 (lr=4.2192e-05) (hash(x)=24477975)
+3757 train 6.830953 (lr=4.2154e-05) (hash(x)=24681189)
+3758 train 6.876790 (lr=4.2117e-05) (hash(x)=24052603)
+3759 train 7.088951 (lr=4.2079e-05) (hash(x)=26474878)
+3760 train 7.660546 (lr=4.2042e-05) (hash(x)=28228836)
+3761 train 7.153685 (lr=4.2005e-05) (hash(x)=23832522)
+3762 train 7.119408 (lr=4.1967e-05) (hash(x)=24416789)
+3763 train 6.883496 (lr=4.1930e-05) (hash(x)=23930593)
+3764 train 6.929212 (lr=4.1893e-05) (hash(x)=23895092)
+3765 train 6.881564 (lr=4.1855e-05) (hash(x)=26865287)
+3766 train 6.908212 (lr=4.1818e-05) (hash(x)=21330722)
+3767 train 6.991338 (lr=4.1781e-05) (hash(x)=22704349)
+3768 train 7.120668 (lr=4.1744e-05) (hash(x)=27740886)
+3769 train 7.097314 (lr=4.1707e-05) (hash(x)=24935936)
+3770 train 6.958356 (lr=4.1669e-05) (hash(x)=23497487)
+3771 train 7.161575 (lr=4.1632e-05) (hash(x)=24801048)
+3772 train 6.925631 (lr=4.1595e-05) (hash(x)=25490486)
+3773 train 6.926725 (lr=4.1558e-05) (hash(x)=21166466)
+3774 train 7.142969 (lr=4.1521e-05) (hash(x)=23225244)
+3775 train 6.918128 (lr=4.1484e-05) (hash(x)=22293673)
+3776 train 7.217234 (lr=4.1447e-05) (hash(x)=25700016)
+3777 train 6.744157 (lr=4.1410e-05) (hash(x)=22370207)
+3778 train 7.099663 (lr=4.1373e-05) (hash(x)=25224849)
+3779 train 6.974678 (lr=4.1336e-05) (hash(x)=23311934)
+3780 train 6.713275 (lr=4.1299e-05) (hash(x)=19627124)
+3781 train 7.275585 (lr=4.1262e-05) (hash(x)=27132838)
+3782 train 7.203348 (lr=4.1225e-05) (hash(x)=27242104)
+3783 train 6.708031 (lr=4.1188e-05) (hash(x)=21785487)
+3784 train 7.035612 (lr=4.1152e-05) (hash(x)=25798262)
+3785 train 6.942171 (lr=4.1115e-05) (hash(x)=24806937)
+3786 train 6.748559 (lr=4.1078e-05) (hash(x)=24098756)
+3787 train 6.792412 (lr=4.1041e-05) (hash(x)=22981456)
+3788 train 7.219369 (lr=4.1004e-05) (hash(x)=22441908)
+3789 train 7.087616 (lr=4.0968e-05) (hash(x)=25867804)
+3790 train 7.025963 (lr=4.0931e-05) (hash(x)=22835586)
+3791 train 7.220371 (lr=4.0894e-05) (hash(x)=25251063)
+3792 train 7.093813 (lr=4.0858e-05) (hash(x)=27059729)
+3793 train 7.036917 (lr=4.0821e-05) (hash(x)=23819311)
+3794 train 6.734325 (lr=4.0784e-05) (hash(x)=21345757)
+3795 train 6.983125 (lr=4.0748e-05) (hash(x)=25796422)
+3796 train 6.661531 (lr=4.0711e-05) (hash(x)=21414971)
+3797 train 6.957840 (lr=4.0675e-05) (hash(x)=26120920)
+3798 train 6.888139 (lr=4.0638e-05) (hash(x)=22008247)
+3799 train 6.965927 (lr=4.0602e-05) (hash(x)=22722211)
+3800 val loss 7.0660
+3800 val perplexity 1171.4976
+3800 train 6.715975 (lr=4.0565e-05) (hash(x)=24484513)
+3801 train 7.061548 (lr=4.0529e-05) (hash(x)=24463866)
+3802 train 7.066366 (lr=4.0492e-05) (hash(x)=26470775)
+3803 train 7.054964 (lr=4.0456e-05) (hash(x)=24296755)
+3804 train 7.061924 (lr=4.0420e-05) (hash(x)=24381309)
+3805 train 7.237243 (lr=4.0383e-05) (hash(x)=26781262)
+3806 train 6.760812 (lr=4.0347e-05) (hash(x)=23563137)
+3807 train 6.947470 (lr=4.0311e-05) (hash(x)=24522269)
+3808 train 6.777761 (lr=4.0275e-05) (hash(x)=22871995)
+3809 train 7.107411 (lr=4.0238e-05) (hash(x)=24751946)
+3810 train 6.910915 (lr=4.0202e-05) (hash(x)=19879741)
+3811 train 7.006704 (lr=4.0166e-05) (hash(x)=25617184)
+3812 train 6.680092 (lr=4.0130e-05) (hash(x)=21776722)
+3813 train 6.805588 (lr=4.0094e-05) (hash(x)=22663402)
+3814 train 7.144184 (lr=4.0057e-05) (hash(x)=26072046)
+3815 train 6.831765 (lr=4.0021e-05) (hash(x)=23329475)
+3816 train 6.891967 (lr=3.9985e-05) (hash(x)=25519031)
+3817 train 6.880785 (lr=3.9949e-05) (hash(x)=22846270)
+3818 train 6.859468 (lr=3.9913e-05) (hash(x)=20299429)
+3819 train 7.330533 (lr=3.9877e-05) (hash(x)=30652062)
+3820 train 6.647774 (lr=3.9841e-05) (hash(x)=19824665)
+3821 train 7.255953 (lr=3.9805e-05) (hash(x)=26698904)
+3822 train 7.042123 (lr=3.9769e-05) (hash(x)=27612163)
+3823 train 6.842628 (lr=3.9733e-05) (hash(x)=24735165)
+3824 train 6.592612 (lr=3.9698e-05) (hash(x)=19965890)
+3825 train 6.749626 (lr=3.9662e-05) (hash(x)=23518594)
+3826 train 6.779308 (lr=3.9626e-05) (hash(x)=22388460)
+3827 train 6.841766 (lr=3.9590e-05) (hash(x)=23795686)
+3828 train 6.704665 (lr=3.9554e-05) (hash(x)=24470150)
+3829 train 6.372592 (lr=3.9519e-05) (hash(x)=19483392)
+3830 train 6.830970 (lr=3.9483e-05) (hash(x)=23304516)
+3831 train 7.147469 (lr=3.9447e-05) (hash(x)=27002892)
+3832 train 6.882534 (lr=3.9411e-05) (hash(x)=22114813)
+3833 train 7.076294 (lr=3.9376e-05) (hash(x)=26221916)
+3834 train 6.609059 (lr=3.9340e-05) (hash(x)=27261960)
+3835 train 6.885085 (lr=3.9304e-05) (hash(x)=21189101)
+3836 train 6.564580 (lr=3.9269e-05) (hash(x)=20638173)
+3837 train 6.999452 (lr=3.9233e-05) (hash(x)=25497439)
+3838 train 6.470548 (lr=3.9198e-05) (hash(x)=20460499)
+3839 train 6.931281 (lr=3.9162e-05) (hash(x)=23499349)
+3840 train 7.808501 (lr=3.9127e-05) (hash(x)=22671939)
+3841 train 7.833378 (lr=3.9091e-05) (hash(x)=26809295)
+3842 train 7.023471 (lr=3.9056e-05) (hash(x)=28094504)
+3843 train 6.983382 (lr=3.9020e-05) (hash(x)=26807896)
+3844 train 7.066060 (lr=3.8985e-05) (hash(x)=24749334)
+3845 train 7.007381 (lr=3.8950e-05) (hash(x)=25031330)
+3846 train 6.886014 (lr=3.8914e-05) (hash(x)=23008126)
+3847 train 6.863037 (lr=3.8879e-05) (hash(x)=22461589)
+3848 train 7.219298 (lr=3.8844e-05) (hash(x)=24959391)
+3849 train 7.038976 (lr=3.8808e-05) (hash(x)=24239512)
+3850 val loss 7.0762
+3850 val perplexity 1183.5170
+3850 train 6.862299 (lr=3.8773e-05) (hash(x)=24760422)
+3851 train 7.352049 (lr=3.8738e-05) (hash(x)=26904123)
+3852 train 6.477001 (lr=3.8703e-05) (hash(x)=17986444)
+3853 train 6.840113 (lr=3.8668e-05) (hash(x)=21618533)
+3854 train 6.901541 (lr=3.8632e-05) (hash(x)=27107027)
+3855 train 7.150864 (lr=3.8597e-05) (hash(x)=26415040)
+3856 train 7.735304 (lr=3.8562e-05) (hash(x)=28682703)
+3857 train 6.867656 (lr=3.8527e-05) (hash(x)=22824767)
+3858 train 7.024845 (lr=3.8492e-05) (hash(x)=24540450)
+3859 train 6.971983 (lr=3.8457e-05) (hash(x)=24463181)
+3860 train 6.904714 (lr=3.8422e-05) (hash(x)=22832558)
+3861 train 7.128778 (lr=3.8387e-05) (hash(x)=26582384)
+3862 train 7.791339 (lr=3.8352e-05) (hash(x)=32327364)
+3863 train 7.145614 (lr=3.8317e-05) (hash(x)=26349465)
+3864 train 6.869718 (lr=3.8282e-05) (hash(x)=23079414)
+3865 train 6.903661 (lr=3.8247e-05) (hash(x)=23464639)
+3866 train 6.754303 (lr=3.8213e-05) (hash(x)=21406620)
+3867 train 6.597476 (lr=3.8178e-05) (hash(x)=21205988)
+3868 train 6.666678 (lr=3.8143e-05) (hash(x)=22742634)
+3869 train 6.700519 (lr=3.8108e-05) (hash(x)=24868938)
+3870 train 7.098618 (lr=3.8073e-05) (hash(x)=28095283)
+3871 train 6.824370 (lr=3.8039e-05) (hash(x)=21596677)
+3872 train 7.034549 (lr=3.8004e-05) (hash(x)=26884381)
+3873 train 7.084070 (lr=3.7969e-05) (hash(x)=26410272)
+3874 train 6.885266 (lr=3.7935e-05) (hash(x)=22915785)
+3875 train 6.868034 (lr=3.7900e-05) (hash(x)=23575666)
+3876 train 6.848503 (lr=3.7865e-05) (hash(x)=25313223)
+3877 train 6.312673 (lr=3.7831e-05) (hash(x)=16319719)
+3878 train 6.942693 (lr=3.7796e-05) (hash(x)=23227579)
+3879 train 6.872097 (lr=3.7762e-05) (hash(x)=24117012)
+3880 train 6.942973 (lr=3.7727e-05) (hash(x)=24681517)
+3881 train 6.877371 (lr=3.7693e-05) (hash(x)=23186527)
+3882 train 6.853336 (lr=3.7658e-05) (hash(x)=23472784)
+3883 train 6.891860 (lr=3.7624e-05) (hash(x)=26013014)
+3884 train 7.048435 (lr=3.7590e-05) (hash(x)=25952206)
+3885 train 7.193008 (lr=3.7555e-05) (hash(x)=23897834)
+3886 train 6.927869 (lr=3.7521e-05) (hash(x)=26350364)
+3887 train 6.960922 (lr=3.7487e-05) (hash(x)=24105761)
+3888 train 7.059851 (lr=3.7452e-05) (hash(x)=22801707)
+3889 train 6.890269 (lr=3.7418e-05) (hash(x)=21821937)
+3890 train 6.796284 (lr=3.7384e-05) (hash(x)=24264640)
+3891 train 6.787085 (lr=3.7349e-05) (hash(x)=20369133)
+3892 train 6.767307 (lr=3.7315e-05) (hash(x)=24313506)
+3893 train 6.754091 (lr=3.7281e-05) (hash(x)=22104086)
+3894 train 7.003961 (lr=3.7247e-05) (hash(x)=25312602)
+3895 train 7.058493 (lr=3.7213e-05) (hash(x)=25725049)
+3896 train 6.906114 (lr=3.7179e-05) (hash(x)=22981231)
+3897 train 6.744555 (lr=3.7145e-05) (hash(x)=18021467)
+3898 train 6.721887 (lr=3.7111e-05) (hash(x)=17960254)
+3899 train 6.877216 (lr=3.7077e-05) (hash(x)=19808118)
+3900 val loss 7.0545
+3900 val perplexity 1158.0165
+3900 train 6.644985 (lr=3.7043e-05) (hash(x)=21022829)
+3901 train 6.820755 (lr=3.7009e-05) (hash(x)=22434663)
+3902 train 6.582845 (lr=3.6975e-05) (hash(x)=20208091)
+3903 train 6.692018 (lr=3.6941e-05) (hash(x)=22892776)
+3904 train 6.818511 (lr=3.6907e-05) (hash(x)=21554367)
+3905 train 6.962775 (lr=3.6873e-05) (hash(x)=23704875)
+3906 train 6.924103 (lr=3.6839e-05) (hash(x)=21690340)
+3907 train 6.872746 (lr=3.6805e-05) (hash(x)=23736780)
+3908 train 6.722708 (lr=3.6772e-05) (hash(x)=21060920)
+3909 train 6.671647 (lr=3.6738e-05) (hash(x)=20091559)
+3910 train 6.911602 (lr=3.6704e-05) (hash(x)=22147974)
+3911 train 6.875420 (lr=3.6670e-05) (hash(x)=21630383)
+3912 train 7.181573 (lr=3.6637e-05) (hash(x)=28339385)
+3913 train 6.926567 (lr=3.6603e-05) (hash(x)=25355505)
+3914 train 6.808132 (lr=3.6569e-05) (hash(x)=20843914)
+3915 train 7.320966 (lr=3.6536e-05) (hash(x)=25397467)
+3916 train 6.988292 (lr=3.6502e-05) (hash(x)=23587501)
+3917 train 6.560527 (lr=3.6469e-05) (hash(x)=19036533)
+3918 train 6.751370 (lr=3.6435e-05) (hash(x)=29749389)
+3919 train 6.655801 (lr=3.6402e-05) (hash(x)=24727094)
+3920 train 6.697483 (lr=3.6368e-05) (hash(x)=22723450)
+3921 train 6.884267 (lr=3.6335e-05) (hash(x)=24424680)
+3922 train 7.014288 (lr=3.6301e-05) (hash(x)=25817917)
+3923 train 6.819724 (lr=3.6268e-05) (hash(x)=23951182)
+3924 train 6.843575 (lr=3.6234e-05) (hash(x)=21177944)
+3925 train 6.694975 (lr=3.6201e-05) (hash(x)=23533768)
+3926 train 6.913177 (lr=3.6168e-05) (hash(x)=24263615)
+3927 train 6.724964 (lr=3.6134e-05) (hash(x)=22835000)
+3928 train 6.954953 (lr=3.6101e-05) (hash(x)=26076156)
+3929 train 6.930789 (lr=3.6068e-05) (hash(x)=25171508)
+3930 train 6.960670 (lr=3.6035e-05) (hash(x)=22021396)
+3931 train 7.257872 (lr=3.6001e-05) (hash(x)=28767849)
+3932 train 7.137104 (lr=3.5968e-05) (hash(x)=29497606)
+3933 train 6.792891 (lr=3.5935e-05) (hash(x)=22723124)
+3934 train 7.051524 (lr=3.5902e-05) (hash(x)=27106616)
+3935 train 6.917858 (lr=3.5869e-05) (hash(x)=22839049)
+3936 train 6.959645 (lr=3.5836e-05) (hash(x)=25101923)
+3937 train 6.918752 (lr=3.5803e-05) (hash(x)=25945975)
+3938 train 7.049994 (lr=3.5770e-05) (hash(x)=25382013)
+3939 train 6.573320 (lr=3.5737e-05) (hash(x)=19930900)
+3940 train 6.721828 (lr=3.5704e-05) (hash(x)=22202373)
+3941 train 6.908151 (lr=3.5671e-05) (hash(x)=24592992)
+3942 train 6.814456 (lr=3.5638e-05) (hash(x)=25002271)
+3943 train 6.697903 (lr=3.5605e-05) (hash(x)=20654136)
+3944 train 6.769444 (lr=3.5572e-05) (hash(x)=20061590)
+3945 train 6.666979 (lr=3.5539e-05) (hash(x)=21441361)
+3946 train 6.875472 (lr=3.5506e-05) (hash(x)=20055468)
+3947 train 7.634650 (lr=3.5474e-05) (hash(x)=28495621)
+3948 train 7.019864 (lr=3.5441e-05) (hash(x)=25959236)
+3949 train 7.326062 (lr=3.5408e-05) (hash(x)=26750193)
+3950 val loss 7.0595
+3950 val perplexity 1163.8245
+3950 train 7.160728 (lr=3.5375e-05) (hash(x)=25882605)
+3951 train 7.223965 (lr=3.5343e-05) (hash(x)=26776000)
+3952 train 6.824020 (lr=3.5310e-05) (hash(x)=24155107)
+3953 train 6.907650 (lr=3.5277e-05) (hash(x)=23441845)
+3954 train 6.835829 (lr=3.5245e-05) (hash(x)=22860915)
+3955 train 6.604125 (lr=3.5212e-05) (hash(x)=21584429)
+3956 train 6.238175 (lr=3.5180e-05) (hash(x)=16535556)
+3957 train 6.323611 (lr=3.5147e-05) (hash(x)=17946180)
+3958 train 6.876283 (lr=3.5115e-05) (hash(x)=25367610)
+3959 train 6.749317 (lr=3.5082e-05) (hash(x)=22560658)
+3960 train 7.024406 (lr=3.5050e-05) (hash(x)=23809585)
+3961 train 7.242591 (lr=3.5017e-05) (hash(x)=20438213)
+3962 train 7.610433 (lr=3.4985e-05) (hash(x)=30520037)
+3963 train 7.265649 (lr=3.4953e-05) (hash(x)=25276565)
+3964 train 6.971910 (lr=3.4920e-05) (hash(x)=26796532)
+3965 train 6.755221 (lr=3.4888e-05) (hash(x)=22850475)
+3966 train 7.255637 (lr=3.4856e-05) (hash(x)=25983698)
+3967 train 7.136748 (lr=3.4823e-05) (hash(x)=25995933)
+3968 train 7.338945 (lr=3.4791e-05) (hash(x)=25319339)
+3969 train 6.973948 (lr=3.4759e-05) (hash(x)=25066892)
+3970 train 7.182547 (lr=3.4727e-05) (hash(x)=26931819)
+3971 train 7.137014 (lr=3.4695e-05) (hash(x)=24163910)
+3972 train 7.011585 (lr=3.4662e-05) (hash(x)=25359634)
+3973 train 6.916597 (lr=3.4630e-05) (hash(x)=24323444)
+3974 train 7.071616 (lr=3.4598e-05) (hash(x)=26529231)
+3975 train 7.095071 (lr=3.4566e-05) (hash(x)=24635394)
+3976 train 7.387986 (lr=3.4534e-05) (hash(x)=24783093)
+3977 train 7.489212 (lr=3.4502e-05) (hash(x)=26710509)
+3978 train 6.921697 (lr=3.4470e-05) (hash(x)=25396630)
+3979 train 6.828449 (lr=3.4438e-05) (hash(x)=22556381)
+3980 train 7.122020 (lr=3.4406e-05) (hash(x)=26912161)
+3981 train 6.705754 (lr=3.4374e-05) (hash(x)=22268078)
+3982 train 7.738852 (lr=3.4343e-05) (hash(x)=30430328)
+3983 train 7.375535 (lr=3.4311e-05) (hash(x)=27537228)
+3984 train 6.767555 (lr=3.4279e-05) (hash(x)=24468603)
+3985 train 7.118240 (lr=3.4247e-05) (hash(x)=27006663)
+3986 train 7.368276 (lr=3.4215e-05) (hash(x)=27014728)
+3987 train 6.783721 (lr=3.4184e-05) (hash(x)=20883633)
+3988 train 6.887378 (lr=3.4152e-05) (hash(x)=23361791)
+3989 train 6.995155 (lr=3.4120e-05) (hash(x)=26775925)
+3990 train 7.552550 (lr=3.4089e-05) (hash(x)=30648934)
+3991 train 7.083542 (lr=3.4057e-05) (hash(x)=26496730)
+3992 train 6.874264 (lr=3.4025e-05) (hash(x)=25942897)
+3993 train 6.889176 (lr=3.3994e-05) (hash(x)=24887111)
+3994 train 6.794328 (lr=3.3962e-05) (hash(x)=22908550)
+3995 train 6.515837 (lr=3.3931e-05) (hash(x)=20342150)
+3996 train 6.803959 (lr=3.3899e-05) (hash(x)=22261760)
+3997 train 6.871944 (lr=3.3868e-05) (hash(x)=22731641)
+3998 train 6.727036 (lr=3.3836e-05) (hash(x)=20669749)
+3999 train 6.693988 (lr=3.3805e-05) (hash(x)=16533310)
+4000 val loss 7.0512
+4000 val perplexity 1154.1857
+4000 train 6.856870 (lr=3.3773e-05) (hash(x)=23661341)
+4001 train 6.880109 (lr=3.3742e-05) (hash(x)=24644301)
+4002 train 6.692468 (lr=3.3711e-05) (hash(x)=22938438)
+4003 train 6.807687 (lr=3.3679e-05) (hash(x)=24315862)
+4004 train 7.019273 (lr=3.3648e-05) (hash(x)=25169315)
+4005 train 6.997028 (lr=3.3617e-05) (hash(x)=24752796)
+4006 train 6.944489 (lr=3.3586e-05) (hash(x)=23103706)
+4007 train 7.067204 (lr=3.3554e-05) (hash(x)=24881176)
+4008 train 6.907620 (lr=3.3523e-05) (hash(x)=23971947)
+4009 train 7.224845 (lr=3.3492e-05) (hash(x)=27741054)
+4010 train 7.594052 (lr=3.3461e-05) (hash(x)=30956251)
+4011 train 6.985523 (lr=3.3430e-05) (hash(x)=23649686)
+4012 train 6.821520 (lr=3.3399e-05) (hash(x)=23344798)
+4013 train 7.483480 (lr=3.3368e-05) (hash(x)=29529498)
+4014 train 6.990959 (lr=3.3337e-05) (hash(x)=24688359)
+4015 train 6.966560 (lr=3.3306e-05) (hash(x)=25593613)
+4016 train 7.091062 (lr=3.3275e-05) (hash(x)=25674488)
+4017 train 6.542688 (lr=3.3244e-05) (hash(x)=21345346)
+4018 train 6.840219 (lr=3.3213e-05) (hash(x)=21978324)
+4019 train 6.858836 (lr=3.3182e-05) (hash(x)=23669244)
+4020 train 6.707025 (lr=3.3151e-05) (hash(x)=22479613)
+4021 train 6.742545 (lr=3.3120e-05) (hash(x)=22855256)
+4022 train 7.113338 (lr=3.3090e-05) (hash(x)=19759826)
+4023 train 7.022200 (lr=3.3059e-05) (hash(x)=22886646)
+4024 train 6.974865 (lr=3.3028e-05) (hash(x)=25553008)
+4025 train 6.869674 (lr=3.2997e-05) (hash(x)=25487028)
+4026 train 7.434631 (lr=3.2967e-05) (hash(x)=26799246)
+4027 train 7.719595 (lr=3.2936e-05) (hash(x)=30728540)
+4028 train 7.152878 (lr=3.2905e-05) (hash(x)=23966676)
+4029 train 6.867957 (lr=3.2875e-05) (hash(x)=22118783)
+4030 train 6.997128 (lr=3.2844e-05) (hash(x)=24744703)
+4031 train 6.998428 (lr=3.2814e-05) (hash(x)=21407676)
+4032 train 6.928304 (lr=3.2783e-05) (hash(x)=20623349)
+4033 train 6.719342 (lr=3.2753e-05) (hash(x)=24723788)
+4034 train 7.039956 (lr=3.2722e-05) (hash(x)=25030709)
+4035 train 7.047349 (lr=3.2692e-05) (hash(x)=26326164)
+4036 train 6.916353 (lr=3.2661e-05) (hash(x)=23754475)
+4037 train 7.576613 (lr=3.2631e-05) (hash(x)=30112933)
+4038 train 7.292018 (lr=3.2601e-05) (hash(x)=27474299)
+4039 train 6.758250 (lr=3.2570e-05) (hash(x)=21720304)
+4040 train 7.171684 (lr=3.2540e-05) (hash(x)=25142674)
+4041 train 7.413159 (lr=3.2510e-05) (hash(x)=25284552)
+4042 train 7.297447 (lr=3.2479e-05) (hash(x)=24554942)
+4043 train 7.048795 (lr=3.2449e-05) (hash(x)=23773870)
+4044 train 6.797997 (lr=3.2419e-05) (hash(x)=23896338)
+4045 train 7.631612 (lr=3.2389e-05) (hash(x)=34984911)
+4046 train 6.892816 (lr=3.2359e-05) (hash(x)=23854263)
+4047 train 7.170691 (lr=3.2329e-05) (hash(x)=27263416)
+4048 train 6.856178 (lr=3.2298e-05) (hash(x)=24989642)
+4049 train 6.887657 (lr=3.2268e-05) (hash(x)=24492055)
+4050 val loss 7.0570
+4050 val perplexity 1160.8997
+4050 train 6.761205 (lr=3.2238e-05) (hash(x)=21579916)
+4051 train 7.013734 (lr=3.2208e-05) (hash(x)=25274710)
+4052 train 6.906151 (lr=3.2178e-05) (hash(x)=24701947)
+4053 train 6.898443 (lr=3.2148e-05) (hash(x)=25477340)
+4054 train 6.799339 (lr=3.2118e-05) (hash(x)=23774195)
+4055 train 7.077515 (lr=3.2089e-05) (hash(x)=25840801)
+4056 train 7.273839 (lr=3.2059e-05) (hash(x)=27972529)
+4057 train 7.029592 (lr=3.2029e-05) (hash(x)=26952458)
+4058 train 6.513084 (lr=3.1999e-05) (hash(x)=22683653)
+4059 train 6.588747 (lr=3.1969e-05) (hash(x)=20984129)
+4060 train 6.784581 (lr=3.1939e-05) (hash(x)=22816482)
+4061 train 7.065146 (lr=3.1910e-05) (hash(x)=24285302)
+4062 train 7.508291 (lr=3.1880e-05) (hash(x)=31517950)
+4063 train 7.721245 (lr=3.1850e-05) (hash(x)=31424568)
+4064 train 7.434363 (lr=3.1821e-05) (hash(x)=29497876)
+4065 train 7.293807 (lr=3.1791e-05) (hash(x)=27277376)
+4066 train 7.006013 (lr=3.1761e-05) (hash(x)=26832588)
+4067 train 6.846565 (lr=3.1732e-05) (hash(x)=25149712)
+4068 train 6.857036 (lr=3.1702e-05) (hash(x)=23728457)
+4069 train 6.753569 (lr=3.1673e-05) (hash(x)=25265136)
+4070 train 7.268799 (lr=3.1643e-05) (hash(x)=25241681)
+4071 train 7.006650 (lr=3.1614e-05) (hash(x)=23403065)
+4072 train 6.986591 (lr=3.1584e-05) (hash(x)=25808207)
+4073 train 6.881310 (lr=3.1555e-05) (hash(x)=23904844)
+4074 train 6.528447 (lr=3.1526e-05) (hash(x)=18865309)
+4075 train 7.015083 (lr=3.1496e-05) (hash(x)=23531744)
+4076 train 7.005893 (lr=3.1467e-05) (hash(x)=25784275)
+4077 train 6.787367 (lr=3.1438e-05) (hash(x)=22417529)
+4078 train 6.771923 (lr=3.1409e-05) (hash(x)=23095491)
+4079 train 6.894535 (lr=3.1379e-05) (hash(x)=22656033)
+4080 train 6.920930 (lr=3.1350e-05) (hash(x)=25865435)
+4081 train 7.020074 (lr=3.1321e-05) (hash(x)=25699377)
+4082 train 7.014844 (lr=3.1292e-05) (hash(x)=20854084)
+4083 train 6.583066 (lr=3.1263e-05) (hash(x)=18950799)
+4084 train 6.808363 (lr=3.1234e-05) (hash(x)=22633739)
+4085 train 7.697585 (lr=3.1204e-05) (hash(x)=34054446)
+4086 train 7.172870 (lr=3.1175e-05) (hash(x)=27599387)
+4087 train 7.006730 (lr=3.1146e-05) (hash(x)=26869295)
+4088 train 6.988603 (lr=3.1117e-05) (hash(x)=24075139)
+4089 train 7.440583 (lr=3.1088e-05) (hash(x)=29784110)
+4090 train 7.751941 (lr=3.1060e-05) (hash(x)=34273918)
+4091 train 8.119425 (lr=3.1031e-05) (hash(x)=34472685)
+4092 train 7.455473 (lr=3.1002e-05) (hash(x)=30113791)
+4093 train 6.712679 (lr=3.0973e-05) (hash(x)=22366381)
+4094 train 6.972625 (lr=3.0944e-05) (hash(x)=24922935)
+4095 train 7.166207 (lr=3.0915e-05) (hash(x)=25504151)
+4096 train 7.119539 (lr=3.0887e-05) (hash(x)=24517375)
+4097 train 7.785184 (lr=3.0858e-05) (hash(x)=25871651)
+4098 train 6.856810 (lr=3.0829e-05) (hash(x)=23480225)
+4099 train 6.709867 (lr=3.0800e-05) (hash(x)=22559978)
+4100 val loss 7.0552
+4100 val perplexity 1158.8920
+4100 train 7.144787 (lr=3.0772e-05) (hash(x)=25795272)
+4101 train 7.134525 (lr=3.0743e-05) (hash(x)=25440399)
+4102 train 6.785326 (lr=3.0715e-05) (hash(x)=21581806)
+4103 train 6.847772 (lr=3.0686e-05) (hash(x)=25781518)
+4104 train 6.936862 (lr=3.0657e-05) (hash(x)=24682372)
+4105 train 6.784153 (lr=3.0629e-05) (hash(x)=22440094)
+4106 train 6.965205 (lr=3.0600e-05) (hash(x)=23661032)
+4107 train 7.187868 (lr=3.0572e-05) (hash(x)=26966012)
+4108 train 7.228887 (lr=3.0544e-05) (hash(x)=26232227)
+4109 train 6.894876 (lr=3.0515e-05) (hash(x)=24110656)
+4110 train 7.162387 (lr=3.0487e-05) (hash(x)=25938621)
+4111 train 6.976529 (lr=3.0458e-05) (hash(x)=26432850)
+4112 train 6.963228 (lr=3.0430e-05) (hash(x)=25387672)
+4113 train 6.714574 (lr=3.0402e-05) (hash(x)=22740017)
+4114 train 7.130730 (lr=3.0374e-05) (hash(x)=26384190)
+4115 train 6.792642 (lr=3.0345e-05) (hash(x)=24725583)
+4116 train 6.938466 (lr=3.0317e-05) (hash(x)=23986700)
+4117 train 6.938934 (lr=3.0289e-05) (hash(x)=18529900)
+4118 train 6.976421 (lr=3.0261e-05) (hash(x)=22236257)
+4119 train 6.597914 (lr=3.0233e-05) (hash(x)=20155894)
+4120 train 6.398776 (lr=3.0205e-05) (hash(x)=17423813)
+4121 train 6.349275 (lr=3.0177e-05) (hash(x)=18905183)
+4122 train 6.715392 (lr=3.0149e-05) (hash(x)=22534398)
+4123 train 7.426319 (lr=3.0121e-05) (hash(x)=25247868)
+4124 train 6.930064 (lr=3.0093e-05) (hash(x)=23994188)
+4125 train 6.811481 (lr=3.0065e-05) (hash(x)=22929754)
+4126 train 6.687886 (lr=3.0037e-05) (hash(x)=22485897)
+4127 train 6.751509 (lr=3.0009e-05) (hash(x)=22270169)
+4128 train 6.731187 (lr=2.9981e-05) (hash(x)=23638027)
+4129 train 7.007600 (lr=2.9953e-05) (hash(x)=23821210)
+4130 train 6.881941 (lr=2.9925e-05) (hash(x)=25021512)
+4131 train 6.978363 (lr=2.9898e-05) (hash(x)=25240141)
+4132 train 6.923419 (lr=2.9870e-05) (hash(x)=22833160)
+4133 train 6.850283 (lr=2.9842e-05) (hash(x)=22909944)
+4134 train 7.120020 (lr=2.9814e-05) (hash(x)=26163558)
+4135 train 6.827177 (lr=2.9787e-05) (hash(x)=22108461)
+4136 train 6.812782 (lr=2.9759e-05) (hash(x)=22549232)
+4137 train 7.022203 (lr=2.9732e-05) (hash(x)=24701302)
+4138 train 7.193269 (lr=2.9704e-05) (hash(x)=25206013)
+4139 train 7.087306 (lr=2.9676e-05) (hash(x)=27896130)
+4140 train 6.818045 (lr=2.9649e-05) (hash(x)=24106243)
+4141 train 7.457420 (lr=2.9621e-05) (hash(x)=27158651)
+4142 train 6.950661 (lr=2.9594e-05) (hash(x)=23841147)
+4143 train 6.931774 (lr=2.9567e-05) (hash(x)=24802848)
+4144 train 7.234036 (lr=2.9539e-05) (hash(x)=24911295)
+4145 train 6.993539 (lr=2.9512e-05) (hash(x)=26473900)
+4146 train 7.053198 (lr=2.9484e-05) (hash(x)=26785092)
+4147 train 7.340240 (lr=2.9457e-05) (hash(x)=30188532)
+4148 train 6.901311 (lr=2.9430e-05) (hash(x)=25010649)
+4149 train 6.851256 (lr=2.9403e-05) (hash(x)=22409016)
+4150 val loss 7.0499
+4150 val perplexity 1152.7216
+4150 train 7.644634 (lr=2.9375e-05) (hash(x)=31675024)
+4151 train 6.887092 (lr=2.9348e-05) (hash(x)=25086604)
+4152 train 6.913938 (lr=2.9321e-05) (hash(x)=24429343)
+4153 train 7.062078 (lr=2.9294e-05) (hash(x)=25014232)
+4154 train 6.998906 (lr=2.9267e-05) (hash(x)=25366275)
+4155 train 7.499124 (lr=2.9240e-05) (hash(x)=24031473)
+4156 train 6.982437 (lr=2.9213e-05) (hash(x)=26651059)
+4157 train 7.083173 (lr=2.9186e-05) (hash(x)=26069721)
+4158 train 7.245824 (lr=2.9159e-05) (hash(x)=28114382)
+4159 train 7.239981 (lr=2.9132e-05) (hash(x)=26983186)
+4160 train 6.552616 (lr=2.9105e-05) (hash(x)=21944670)
+4161 train 7.320326 (lr=2.9078e-05) (hash(x)=28155702)
+4162 train 6.762290 (lr=2.9051e-05) (hash(x)=24765002)
+4163 train 7.003700 (lr=2.9024e-05) (hash(x)=26492636)
+4164 train 6.966936 (lr=2.8997e-05) (hash(x)=24063705)
+4165 train 7.272283 (lr=2.8970e-05) (hash(x)=27079573)
+4166 train 6.908060 (lr=2.8944e-05) (hash(x)=24912201)
+4167 train 7.002793 (lr=2.8917e-05) (hash(x)=27208507)
+4168 train 6.929395 (lr=2.8890e-05) (hash(x)=25824320)
+4169 train 7.506198 (lr=2.8863e-05) (hash(x)=29641677)
+4170 train 7.162457 (lr=2.8837e-05) (hash(x)=26275614)
+4171 train 7.012692 (lr=2.8810e-05) (hash(x)=25227725)
+4172 train 7.101927 (lr=2.8783e-05) (hash(x)=27417375)
+4173 train 7.269972 (lr=2.8757e-05) (hash(x)=25581973)
+4174 train 7.521047 (lr=2.8730e-05) (hash(x)=30360417)
+4175 train 6.815480 (lr=2.8704e-05) (hash(x)=23862845)
+4176 train 6.914180 (lr=2.8677e-05) (hash(x)=25415130)
+4177 train 6.911008 (lr=2.8651e-05) (hash(x)=23111123)
+4178 train 6.857835 (lr=2.8625e-05) (hash(x)=24022804)
+4179 train 6.911891 (lr=2.8598e-05) (hash(x)=25148490)
+4180 train 7.100133 (lr=2.8572e-05) (hash(x)=22792092)
+4181 train 7.227922 (lr=2.8545e-05) (hash(x)=24779698)
+4182 train 7.118967 (lr=2.8519e-05) (hash(x)=24870844)
+4183 train 6.788670 (lr=2.8493e-05) (hash(x)=22664494)
+4184 train 6.844805 (lr=2.8467e-05) (hash(x)=22599729)
+4185 train 7.051229 (lr=2.8440e-05) (hash(x)=24707078)
+4186 train 6.845853 (lr=2.8414e-05) (hash(x)=23823945)
+4187 train 6.540554 (lr=2.8388e-05) (hash(x)=22219856)
+4188 train 7.261238 (lr=2.8362e-05) (hash(x)=27061401)
+4189 train 6.973624 (lr=2.8336e-05) (hash(x)=23398766)
+4190 train 7.076604 (lr=2.8310e-05) (hash(x)=27916730)
+4191 train 6.957006 (lr=2.8284e-05) (hash(x)=24092927)
+4192 train 6.998367 (lr=2.8258e-05) (hash(x)=24723657)
+4193 train 7.039333 (lr=2.8232e-05) (hash(x)=24676155)
+4194 train 6.910240 (lr=2.8206e-05) (hash(x)=23455369)
+4195 train 6.846117 (lr=2.8180e-05) (hash(x)=21999890)
+4196 train 6.792147 (lr=2.8154e-05) (hash(x)=23385567)
+4197 train 6.994391 (lr=2.8128e-05) (hash(x)=25120814)
+4198 train 6.676001 (lr=2.8102e-05) (hash(x)=21308113)
+4199 train 7.018483 (lr=2.8076e-05) (hash(x)=27213812)
+4200 val loss 7.0378
+4200 val perplexity 1138.8873
+4200 train 6.579298 (lr=2.8050e-05) (hash(x)=19675382)
+4201 train 6.860363 (lr=2.8025e-05) (hash(x)=23882161)
+4202 train 6.861903 (lr=2.7999e-05) (hash(x)=24338567)
+4203 train 7.153802 (lr=2.7973e-05) (hash(x)=27649723)
+4204 train 6.983758 (lr=2.7948e-05) (hash(x)=27563514)
+4205 train 6.946986 (lr=2.7922e-05) (hash(x)=23128552)
+4206 train 6.856829 (lr=2.7896e-05) (hash(x)=26203283)
+4207 train 6.888548 (lr=2.7871e-05) (hash(x)=23929955)
+4208 train 6.564984 (lr=2.7845e-05) (hash(x)=20978691)
+4209 train 6.887760 (lr=2.7820e-05) (hash(x)=21875178)
+4210 train 6.965119 (lr=2.7794e-05) (hash(x)=23563293)
+4211 train 7.153924 (lr=2.7769e-05) (hash(x)=25538503)
+4212 train 7.148028 (lr=2.7743e-05) (hash(x)=24171014)
+4213 train 6.980615 (lr=2.7718e-05) (hash(x)=22306665)
+4214 train 6.930316 (lr=2.7693e-05) (hash(x)=26082318)
+4215 train 6.684169 (lr=2.7667e-05) (hash(x)=23025790)
+4216 train 6.778676 (lr=2.7642e-05) (hash(x)=21146597)
+4217 train 7.158003 (lr=2.7617e-05) (hash(x)=27470230)
+4218 train 6.870314 (lr=2.7591e-05) (hash(x)=22691005)
+4219 train 6.663324 (lr=2.7566e-05) (hash(x)=21550313)
+4220 train 6.761173 (lr=2.7541e-05) (hash(x)=20618443)
+4221 train 6.874008 (lr=2.7516e-05) (hash(x)=25260787)
+4222 train 6.960251 (lr=2.7491e-05) (hash(x)=25249873)
+4223 train 6.524039 (lr=2.7466e-05) (hash(x)=20452272)
+4224 train 6.865546 (lr=2.7440e-05) (hash(x)=25649764)
+4225 train 6.741552 (lr=2.7415e-05) (hash(x)=19589460)
+4226 train 7.158132 (lr=2.7390e-05) (hash(x)=26477595)
+4227 train 7.335625 (lr=2.7365e-05) (hash(x)=27585442)
+4228 train 7.172003 (lr=2.7340e-05) (hash(x)=25821343)
+4229 train 7.061439 (lr=2.7315e-05) (hash(x)=24549919)
+4230 train 6.969626 (lr=2.7291e-05) (hash(x)=26124522)
+4231 train 7.283648 (lr=2.7266e-05) (hash(x)=26473464)
+4232 train 7.277397 (lr=2.7241e-05) (hash(x)=28883028)
+4233 train 7.230626 (lr=2.7216e-05) (hash(x)=29611296)
+4234 train 7.096643 (lr=2.7191e-05) (hash(x)=29059941)
+4235 train 6.986670 (lr=2.7166e-05) (hash(x)=26368203)
+4236 train 6.996109 (lr=2.7142e-05) (hash(x)=27021360)
+4237 train 6.937307 (lr=2.7117e-05) (hash(x)=26135379)
+4238 train 6.716981 (lr=2.7092e-05) (hash(x)=25862549)
+4239 train 7.130595 (lr=2.7068e-05) (hash(x)=28276603)
+4240 train 6.680130 (lr=2.7043e-05) (hash(x)=22170090)
+4241 train 7.028243 (lr=2.7019e-05) (hash(x)=22625589)
+4242 train 7.064206 (lr=2.6994e-05) (hash(x)=25751475)
+4243 train 6.945190 (lr=2.6970e-05) (hash(x)=25836838)
+4244 train 6.895764 (lr=2.6945e-05) (hash(x)=23938214)
+4245 train 6.843036 (lr=2.6921e-05) (hash(x)=22759365)
+4246 train 6.813844 (lr=2.6896e-05) (hash(x)=24964628)
+4247 train 6.517399 (lr=2.6872e-05) (hash(x)=21480367)
+4248 train 7.062397 (lr=2.6847e-05) (hash(x)=25974694)
+4249 train 7.409261 (lr=2.6823e-05) (hash(x)=29830546)
+4250 val loss 7.0409
+4250 val perplexity 1142.3704
+4250 train 7.068398 (lr=2.6799e-05) (hash(x)=26283200)
+4251 train 7.093630 (lr=2.6774e-05) (hash(x)=25605672)
+4252 train 6.748437 (lr=2.6750e-05) (hash(x)=21439107)
+4253 train 6.657613 (lr=2.6726e-05) (hash(x)=22626883)
+4254 train 7.062474 (lr=2.6702e-05) (hash(x)=25627150)
+4255 train 7.219239 (lr=2.6678e-05) (hash(x)=24658642)
+4256 train 7.285020 (lr=2.6653e-05) (hash(x)=29755505)
+4257 train 7.012265 (lr=2.6629e-05) (hash(x)=22750846)
+4258 train 6.936864 (lr=2.6605e-05) (hash(x)=21892651)
+4259 train 6.984535 (lr=2.6581e-05) (hash(x)=22487960)
+4260 train 7.041334 (lr=2.6557e-05) (hash(x)=24059869)
+4261 train 6.830366 (lr=2.6533e-05) (hash(x)=21090180)
+4262 train 6.926768 (lr=2.6509e-05) (hash(x)=22716452)
+4263 train 7.172632 (lr=2.6485e-05) (hash(x)=26854801)
+4264 train 6.927536 (lr=2.6461e-05) (hash(x)=23815428)
+4265 train 6.776210 (lr=2.6438e-05) (hash(x)=23368704)
+4266 train 6.839573 (lr=2.6414e-05) (hash(x)=24301098)
+4267 train 7.068499 (lr=2.6390e-05) (hash(x)=25025039)
+4268 train 6.812555 (lr=2.6366e-05) (hash(x)=25425736)
+4269 train 7.037073 (lr=2.6342e-05) (hash(x)=27439380)
+4270 train 6.481662 (lr=2.6319e-05) (hash(x)=18682756)
+4271 train 6.626255 (lr=2.6295e-05) (hash(x)=17862226)
+4272 train 7.205577 (lr=2.6271e-05) (hash(x)=29946491)
+4273 train 6.445345 (lr=2.6248e-05) (hash(x)=21392062)
+4274 train 7.039365 (lr=2.6224e-05) (hash(x)=25195556)
+4275 train 7.006116 (lr=2.6201e-05) (hash(x)=26682036)
+4276 train 6.922182 (lr=2.6177e-05) (hash(x)=21235260)
+4277 train 6.751837 (lr=2.6154e-05) (hash(x)=22118984)
+4278 train 6.783528 (lr=2.6130e-05) (hash(x)=24094510)
+4279 train 7.297662 (lr=2.6107e-05) (hash(x)=28519182)
+4280 train 6.983810 (lr=2.6083e-05) (hash(x)=26652859)
+4281 train 6.885380 (lr=2.6060e-05) (hash(x)=24463139)
+4282 train 6.857496 (lr=2.6036e-05) (hash(x)=23281870)
+4283 train 7.080705 (lr=2.6013e-05) (hash(x)=29181174)
+4284 train 6.764685 (lr=2.5990e-05) (hash(x)=24797417)
+4285 train 7.117378 (lr=2.5967e-05) (hash(x)=29026537)
+4286 train 6.910244 (lr=2.5943e-05) (hash(x)=23045165)
+4287 train 6.853900 (lr=2.5920e-05) (hash(x)=25193694)
+4288 train 6.878098 (lr=2.5897e-05) (hash(x)=23475407)
+4289 train 7.029993 (lr=2.5874e-05) (hash(x)=24875410)
+4290 train 6.912056 (lr=2.5851e-05) (hash(x)=26328101)
+4291 train 7.174898 (lr=2.5828e-05) (hash(x)=26273661)
+4292 train 6.914800 (lr=2.5805e-05) (hash(x)=23271891)
+4293 train 6.881559 (lr=2.5782e-05) (hash(x)=23300732)
+4294 train 6.990290 (lr=2.5759e-05) (hash(x)=24243693)
+4295 train 7.067979 (lr=2.5736e-05) (hash(x)=25642620)
+4296 train 7.096413 (lr=2.5713e-05) (hash(x)=27730411)
+4297 train 6.848346 (lr=2.5690e-05) (hash(x)=25485335)
+4298 train 6.739028 (lr=2.5667e-05) (hash(x)=25268789)
+4299 train 7.207085 (lr=2.5644e-05) (hash(x)=28917143)
+4300 val loss 7.0440
+4300 val perplexity 1145.9740
+4300 train 7.331985 (lr=2.5621e-05) (hash(x)=28987991)
+4301 train 7.075502 (lr=2.5598e-05) (hash(x)=25989151)
+4302 train 6.959941 (lr=2.5576e-05) (hash(x)=25658195)
+4303 train 6.919540 (lr=2.5553e-05) (hash(x)=25765909)
+4304 train 6.936732 (lr=2.5530e-05) (hash(x)=25704261)
+4305 train 6.920433 (lr=2.5508e-05) (hash(x)=24438198)
+4306 train 6.755227 (lr=2.5485e-05) (hash(x)=22871710)
+4307 train 6.577524 (lr=2.5462e-05) (hash(x)=20160896)
+4308 train 7.117826 (lr=2.5440e-05) (hash(x)=24218641)
+4309 train 6.541360 (lr=2.5417e-05) (hash(x)=22073751)
+4310 train 6.873209 (lr=2.5395e-05) (hash(x)=26434959)
+4311 train 6.579650 (lr=2.5372e-05) (hash(x)=20750531)
+4312 train 6.712526 (lr=2.5350e-05) (hash(x)=22232293)
+4313 train 7.041028 (lr=2.5327e-05) (hash(x)=27324521)
+4314 train 6.668491 (lr=2.5305e-05) (hash(x)=22217862)
+4315 train 7.132156 (lr=2.5283e-05) (hash(x)=25741958)
+4316 train 6.892018 (lr=2.5260e-05) (hash(x)=22738456)
+4317 train 6.931066 (lr=2.5238e-05) (hash(x)=25387302)
+4318 train 6.903741 (lr=2.5216e-05) (hash(x)=24669014)
+4319 train 7.008723 (lr=2.5194e-05) (hash(x)=24917098)
+4320 train 6.969272 (lr=2.5171e-05) (hash(x)=26698227)
+4321 train 6.784987 (lr=2.5149e-05) (hash(x)=23518293)
+4322 train 6.694168 (lr=2.5127e-05) (hash(x)=23643971)
+4323 train 6.911684 (lr=2.5105e-05) (hash(x)=25659505)
+4324 train 6.708640 (lr=2.5083e-05) (hash(x)=22697720)
+4325 train 7.199788 (lr=2.5061e-05) (hash(x)=25082178)
+4326 train 6.747562 (lr=2.5039e-05) (hash(x)=24166546)
+4327 train 6.895409 (lr=2.5017e-05) (hash(x)=24499766)
+4328 train 7.014787 (lr=2.4995e-05) (hash(x)=24338607)
+4329 train 6.811333 (lr=2.4973e-05) (hash(x)=23225420)
+4330 train 6.966193 (lr=2.4951e-05) (hash(x)=25907032)
+4331 train 6.763345 (lr=2.4929e-05) (hash(x)=24634979)
+4332 train 6.854360 (lr=2.4907e-05) (hash(x)=22161377)
+4333 train 6.983490 (lr=2.4886e-05) (hash(x)=22559939)
+4334 train 6.788974 (lr=2.4864e-05) (hash(x)=20840022)
+4335 train 7.056369 (lr=2.4842e-05) (hash(x)=25067358)
+4336 train 6.721529 (lr=2.4820e-05) (hash(x)=23432626)
+4337 train 6.886630 (lr=2.4799e-05) (hash(x)=23820385)
+4338 train 7.671753 (lr=2.4777e-05) (hash(x)=31594930)
+4339 train 7.091319 (lr=2.4755e-05) (hash(x)=27138750)
+4340 train 7.285255 (lr=2.4734e-05) (hash(x)=30031341)
+4341 train 6.836437 (lr=2.4712e-05) (hash(x)=24602807)
+4342 train 6.628952 (lr=2.4691e-05) (hash(x)=21584976)
+4343 train 7.068192 (lr=2.4669e-05) (hash(x)=27479796)
+4344 train 6.736636 (lr=2.4648e-05) (hash(x)=22746241)
+4345 train 6.921986 (lr=2.4626e-05) (hash(x)=19728452)
+4346 train 6.704399 (lr=2.4605e-05) (hash(x)=24502020)
+4347 train 7.193614 (lr=2.4583e-05) (hash(x)=28225954)
+4348 train 6.810216 (lr=2.4562e-05) (hash(x)=23893447)
+4349 train 7.141250 (lr=2.4541e-05) (hash(x)=25654586)
+4350 val loss 7.0289
+4350 val perplexity 1128.7782
+4350 train 6.960075 (lr=2.4519e-05) (hash(x)=23856469)
+4351 train 6.883147 (lr=2.4498e-05) (hash(x)=23136080)
+4352 train 7.034677 (lr=2.4477e-05) (hash(x)=26532918)
+4353 train 6.909327 (lr=2.4456e-05) (hash(x)=25461947)
+4354 train 6.933110 (lr=2.4435e-05) (hash(x)=26590231)
+4355 train 6.642479 (lr=2.4413e-05) (hash(x)=21441985)
+4356 train 6.945375 (lr=2.4392e-05) (hash(x)=26507941)
+4357 train 7.247865 (lr=2.4371e-05) (hash(x)=26245238)
+4358 train 7.024527 (lr=2.4350e-05) (hash(x)=24879059)
+4359 train 7.284094 (lr=2.4329e-05) (hash(x)=29810074)
+4360 train 6.679543 (lr=2.4308e-05) (hash(x)=24258069)
+4361 train 6.836198 (lr=2.4287e-05) (hash(x)=25229360)
+4362 train 7.026100 (lr=2.4266e-05) (hash(x)=25440206)
+4363 train 6.882188 (lr=2.4246e-05) (hash(x)=23222125)
+4364 train 6.734374 (lr=2.4225e-05) (hash(x)=23353186)
+4365 train 6.965947 (lr=2.4204e-05) (hash(x)=26995240)
+4366 train 6.901066 (lr=2.4183e-05) (hash(x)=24135899)
+4367 train 6.915886 (lr=2.4162e-05) (hash(x)=24765539)
+4368 train 6.951004 (lr=2.4142e-05) (hash(x)=26051004)
+4369 train 6.733883 (lr=2.4121e-05) (hash(x)=22559142)
+4370 train 6.649132 (lr=2.4100e-05) (hash(x)=20364388)
+4371 train 7.119609 (lr=2.4080e-05) (hash(x)=25938817)
+4372 train 7.150444 (lr=2.4059e-05) (hash(x)=26060945)
+4373 train 7.075363 (lr=2.4038e-05) (hash(x)=27866714)
+4374 train 7.001115 (lr=2.4018e-05) (hash(x)=27104972)
+4375 train 6.668044 (lr=2.3997e-05) (hash(x)=22216309)
+4376 train 6.714221 (lr=2.3977e-05) (hash(x)=20781533)
+4377 train 6.651219 (lr=2.3956e-05) (hash(x)=18784350)
+4378 train 6.755754 (lr=2.3936e-05) (hash(x)=21102897)
+4379 train 7.025975 (lr=2.3916e-05) (hash(x)=25647489)
+4380 train 6.853398 (lr=2.3895e-05) (hash(x)=24486462)
+4381 train 7.112026 (lr=2.3875e-05) (hash(x)=26539114)
+4382 train 6.736366 (lr=2.3855e-05) (hash(x)=20026045)
+4383 train 7.023230 (lr=2.3834e-05) (hash(x)=20613861)
+4384 train 6.749019 (lr=2.3814e-05) (hash(x)=20676237)
+4385 train 6.952863 (lr=2.3794e-05) (hash(x)=24893163)
+4386 train 6.473949 (lr=2.3774e-05) (hash(x)=17299395)
+4387 train 6.665651 (lr=2.3754e-05) (hash(x)=19580191)
+4388 train 6.854233 (lr=2.3733e-05) (hash(x)=25588218)
+4389 train 6.981960 (lr=2.3713e-05) (hash(x)=26433063)
+4390 train 7.082958 (lr=2.3693e-05) (hash(x)=24917693)
+4391 train 6.740159 (lr=2.3673e-05) (hash(x)=23462447)
+4392 train 6.960084 (lr=2.3653e-05) (hash(x)=27185416)
+4393 train 7.100656 (lr=2.3633e-05) (hash(x)=24109010)
+4394 train 6.857496 (lr=2.3613e-05) (hash(x)=21486000)
+4395 train 6.736414 (lr=2.3593e-05) (hash(x)=22230006)
+4396 train 7.166883 (lr=2.3574e-05) (hash(x)=26092311)
+4397 train 6.885644 (lr=2.3554e-05) (hash(x)=24112426)
+4398 train 6.729919 (lr=2.3534e-05) (hash(x)=21881373)
+4399 train 6.874523 (lr=2.3514e-05) (hash(x)=26739455)
+4400 val loss 7.0254
+4400 val perplexity 1124.8290
+4400 train 6.749085 (lr=2.3494e-05) (hash(x)=22873602)
+4401 train 6.825092 (lr=2.3475e-05) (hash(x)=26748712)
+4402 train 7.041555 (lr=2.3455e-05) (hash(x)=26306618)
+4403 train 7.203682 (lr=2.3435e-05) (hash(x)=26898808)
+4404 train 6.916731 (lr=2.3416e-05) (hash(x)=25067751)
+4405 train 6.951579 (lr=2.3396e-05) (hash(x)=25397145)
+4406 train 7.120192 (lr=2.3377e-05) (hash(x)=24796962)
+4407 train 6.906914 (lr=2.3357e-05) (hash(x)=23222996)
+4408 train 6.870070 (lr=2.3338e-05) (hash(x)=24820189)
+4409 train 7.305227 (lr=2.3318e-05) (hash(x)=27669038)
+4410 train 6.877824 (lr=2.3299e-05) (hash(x)=24283976)
+4411 train 7.074072 (lr=2.3279e-05) (hash(x)=25018789)
+4412 train 6.972653 (lr=2.3260e-05) (hash(x)=26247064)
+4413 train 7.043825 (lr=2.3241e-05) (hash(x)=22942904)
+4414 train 6.896112 (lr=2.3221e-05) (hash(x)=23918746)
+4415 train 6.991428 (lr=2.3202e-05) (hash(x)=26489285)
+4416 train 5.983575 (lr=2.3183e-05) (hash(x)=14942495)
+4417 train 6.812601 (lr=2.3164e-05) (hash(x)=23908505)
+4418 train 7.047863 (lr=2.3145e-05) (hash(x)=25854036)
+4419 train 6.918329 (lr=2.3125e-05) (hash(x)=27522868)
+4420 train 6.826994 (lr=2.3106e-05) (hash(x)=26549205)
+4421 train 6.677608 (lr=2.3087e-05) (hash(x)=24565522)
+4422 train 7.039289 (lr=2.3068e-05) (hash(x)=23919123)
+4423 train 6.896133 (lr=2.3049e-05) (hash(x)=25185942)
+4424 train 6.886612 (lr=2.3030e-05) (hash(x)=24818969)
+4425 train 7.001818 (lr=2.3011e-05) (hash(x)=26750372)
+4426 train 6.997274 (lr=2.2992e-05) (hash(x)=25621536)
+4427 train 7.443087 (lr=2.2973e-05) (hash(x)=28037060)
+4428 train 7.431516 (lr=2.2954e-05) (hash(x)=30829517)
+4429 train 7.022458 (lr=2.2936e-05) (hash(x)=28728766)
+4430 train 6.977542 (lr=2.2917e-05) (hash(x)=25936895)
+4431 train 7.148229 (lr=2.2898e-05) (hash(x)=27476158)
+4432 train 6.847784 (lr=2.2879e-05) (hash(x)=23297921)
+4433 train 6.829274 (lr=2.2861e-05) (hash(x)=23201299)
+4434 train 6.754030 (lr=2.2842e-05) (hash(x)=22681766)
+4435 train 6.773464 (lr=2.2823e-05) (hash(x)=23217512)
+4436 train 7.235368 (lr=2.2805e-05) (hash(x)=29322443)
+4437 train 6.815418 (lr=2.2786e-05) (hash(x)=23502072)
+4438 train 6.930397 (lr=2.2768e-05) (hash(x)=28873527)
+4439 train 6.951347 (lr=2.2749e-05) (hash(x)=23653175)
+4440 train 6.741138 (lr=2.2731e-05) (hash(x)=21635879)
+4441 train 6.806536 (lr=2.2712e-05) (hash(x)=22201854)
+4442 train 6.718915 (lr=2.2694e-05) (hash(x)=23101164)
+4443 train 7.115541 (lr=2.2675e-05) (hash(x)=25475122)
+4444 train 6.860018 (lr=2.2657e-05) (hash(x)=25124825)
+4445 train 6.997482 (lr=2.2639e-05) (hash(x)=26883852)
+4446 train 6.800771 (lr=2.2620e-05) (hash(x)=24731829)
+4447 train 6.754567 (lr=2.2602e-05) (hash(x)=22405076)
+4448 train 6.935919 (lr=2.2584e-05) (hash(x)=27633869)
+4449 train 6.993439 (lr=2.2566e-05) (hash(x)=25162594)
+4450 val loss 7.0212
+4450 val perplexity 1120.0757
+4450 train 6.987825 (lr=2.2547e-05) (hash(x)=26438149)
+4451 train 7.010156 (lr=2.2529e-05) (hash(x)=26748800)
+4452 train 6.751064 (lr=2.2511e-05) (hash(x)=22971620)
+4453 train 6.898077 (lr=2.2493e-05) (hash(x)=25886430)
+4454 train 6.622608 (lr=2.2475e-05) (hash(x)=21084137)
+4455 train 6.853772 (lr=2.2457e-05) (hash(x)=25673545)
+4456 train 7.508321 (lr=2.2439e-05) (hash(x)=29389002)
+4457 train 6.596447 (lr=2.2421e-05) (hash(x)=21676076)
+4458 train 6.667777 (lr=2.2403e-05) (hash(x)=22616647)
+4459 train 7.077419 (lr=2.2385e-05) (hash(x)=22771197)
+4460 train 7.002280 (lr=2.2367e-05) (hash(x)=26393514)
+4461 train 7.229951 (lr=2.2350e-05) (hash(x)=24996433)
+4462 train 6.847868 (lr=2.2332e-05) (hash(x)=19594028)
+4463 train 7.016408 (lr=2.2314e-05) (hash(x)=22675428)
+4464 train 7.018704 (lr=2.2296e-05) (hash(x)=26566551)
+4465 train 7.014116 (lr=2.2279e-05) (hash(x)=22469290)
+4466 train 7.478658 (lr=2.2261e-05) (hash(x)=29821654)
+4467 train 6.966785 (lr=2.2243e-05) (hash(x)=26305388)
+4468 train 6.828789 (lr=2.2226e-05) (hash(x)=21998506)
+4469 train 7.254775 (lr=2.2208e-05) (hash(x)=23953315)
+4470 train 6.868100 (lr=2.2191e-05) (hash(x)=23985456)
+4471 train 7.295881 (lr=2.2173e-05) (hash(x)=28168456)
+4472 train 6.935223 (lr=2.2156e-05) (hash(x)=25126411)
+4473 train 6.752701 (lr=2.2138e-05) (hash(x)=24619336)
+4474 train 6.929999 (lr=2.2121e-05) (hash(x)=24467798)
+4475 train 7.783665 (lr=2.2103e-05) (hash(x)=31673254)
+4476 train 7.562468 (lr=2.2086e-05) (hash(x)=29929610)
+4477 train 7.297390 (lr=2.2069e-05) (hash(x)=29412572)
+4478 train 7.431258 (lr=2.2051e-05) (hash(x)=31910006)
+4479 train 7.103938 (lr=2.2034e-05) (hash(x)=26072586)
+4480 train 7.028228 (lr=2.2017e-05) (hash(x)=25782825)
+4481 train 6.866339 (lr=2.2000e-05) (hash(x)=21131363)
+4482 train 6.999277 (lr=2.1983e-05) (hash(x)=25071223)
+4483 train 7.614714 (lr=2.1966e-05) (hash(x)=32249577)
+4484 train 6.826408 (lr=2.1948e-05) (hash(x)=24752808)
+4485 train 6.888300 (lr=2.1931e-05) (hash(x)=24970539)
+4486 train 6.783245 (lr=2.1914e-05) (hash(x)=24191005)
+4487 train 7.032754 (lr=2.1897e-05) (hash(x)=24974331)
+4488 train 7.163089 (lr=2.1880e-05) (hash(x)=27043409)
+4489 train 6.653974 (lr=2.1863e-05) (hash(x)=11320385)
+4490 train 6.684560 (lr=2.1847e-05) (hash(x)=11919565)
+4491 train 6.690807 (lr=2.1830e-05) (hash(x)=10404694)
+4492 train 6.757010 (lr=2.1813e-05) (hash(x)=12393159)
+4493 train 6.674947 (lr=2.1796e-05) (hash(x)=11843609)
+4494 train 6.679224 (lr=2.1779e-05) (hash(x)=12632729)
+4495 train 6.853294 (lr=2.1762e-05) (hash(x)=21951984)
+4496 train 7.571198 (lr=2.1746e-05) (hash(x)=19411544)
+4497 train 7.514281 (lr=2.1729e-05) (hash(x)=21000228)
+4498 train 7.114586 (lr=2.1712e-05) (hash(x)=26018207)
+4499 train 7.134483 (lr=2.1696e-05) (hash(x)=24659058)
+4500 val loss 7.0193
+4500 val perplexity 1117.9622
+4500 train 7.302847 (lr=2.1679e-05) (hash(x)=27919597)
+4501 train 6.872726 (lr=2.1663e-05) (hash(x)=26232596)
+4502 train 7.031984 (lr=2.1646e-05) (hash(x)=26248912)
+4503 train 6.883439 (lr=2.1630e-05) (hash(x)=25403751)
+4504 train 6.805977 (lr=2.1613e-05) (hash(x)=21096637)
+4505 train 6.926356 (lr=2.1597e-05) (hash(x)=26560941)
+4506 train 6.953866 (lr=2.1580e-05) (hash(x)=24942406)
+4507 train 7.012938 (lr=2.1564e-05) (hash(x)=24405748)
+4508 train 6.886640 (lr=2.1548e-05) (hash(x)=22975455)
+4509 train 6.843425 (lr=2.1531e-05) (hash(x)=26358820)
+4510 train 6.886835 (lr=2.1515e-05) (hash(x)=24211938)
+4511 train 7.041660 (lr=2.1499e-05) (hash(x)=26396012)
+4512 train 6.690221 (lr=2.1483e-05) (hash(x)=22534410)
+4513 train 6.843375 (lr=2.1467e-05) (hash(x)=23855025)
+4514 train 6.713249 (lr=2.1450e-05) (hash(x)=22722345)
+4515 train 6.703500 (lr=2.1434e-05) (hash(x)=22779251)
+4516 train 7.010024 (lr=2.1418e-05) (hash(x)=23973078)
+4517 train 6.851107 (lr=2.1402e-05) (hash(x)=19886228)
+4518 train 6.936987 (lr=2.1386e-05) (hash(x)=23849694)
+4519 train 7.347839 (lr=2.1370e-05) (hash(x)=24827190)
+4520 train 6.911267 (lr=2.1354e-05) (hash(x)=25111498)
+4521 train 7.744995 (lr=2.1338e-05) (hash(x)=29752556)
+4522 train 7.179536 (lr=2.1323e-05) (hash(x)=25606805)
+4523 train 6.943727 (lr=2.1307e-05) (hash(x)=22209714)
+4524 train 6.668057 (lr=2.1291e-05) (hash(x)=24991834)
+4525 train 6.955441 (lr=2.1275e-05) (hash(x)=27808158)
+4526 train 6.903019 (lr=2.1259e-05) (hash(x)=23041199)
+4527 train 6.936082 (lr=2.1244e-05) (hash(x)=24847458)
+4528 train 6.878340 (lr=2.1228e-05) (hash(x)=25091787)
+4529 train 7.818810 (lr=2.1212e-05) (hash(x)=29745551)
+4530 train 6.589940 (lr=2.1197e-05) (hash(x)=20447167)
+4531 train 6.819563 (lr=2.1181e-05) (hash(x)=20720911)
+4532 train 6.960773 (lr=2.1165e-05) (hash(x)=24803353)
+4533 train 7.028009 (lr=2.1150e-05) (hash(x)=23780724)
+4534 train 7.032932 (lr=2.1134e-05) (hash(x)=23423120)
+4535 train 6.702515 (lr=2.1119e-05) (hash(x)=22159088)
+4536 train 6.899391 (lr=2.1104e-05) (hash(x)=25820304)
+4537 train 6.692490 (lr=2.1088e-05) (hash(x)=22813612)
+4538 train 7.022737 (lr=2.1073e-05) (hash(x)=27827979)
+4539 train 7.019264 (lr=2.1057e-05) (hash(x)=25737179)
+4540 train 7.239953 (lr=2.1042e-05) (hash(x)=23401504)
+4541 train 6.890092 (lr=2.1027e-05) (hash(x)=25071988)
+4542 train 6.964212 (lr=2.1012e-05) (hash(x)=22844541)
+4543 train 6.695006 (lr=2.0996e-05) (hash(x)=22140034)
+4544 train 6.957685 (lr=2.0981e-05) (hash(x)=26522091)
+4545 train 6.973622 (lr=2.0966e-05) (hash(x)=24099725)
+4546 train 6.535088 (lr=2.0951e-05) (hash(x)=19127182)
+4547 train 6.665448 (lr=2.0936e-05) (hash(x)=18992693)
+4548 train 7.658169 (lr=2.0921e-05) (hash(x)=26723015)
+4549 train 7.438532 (lr=2.0906e-05) (hash(x)=30389969)
+4550 val loss 7.0166
+4550 val perplexity 1114.9526
+4550 train 6.794745 (lr=2.0891e-05) (hash(x)=24065654)
+4551 train 6.588876 (lr=2.0876e-05) (hash(x)=19044797)
+4552 train 7.055810 (lr=2.0861e-05) (hash(x)=24919665)
+4553 train 7.094710 (lr=2.0846e-05) (hash(x)=22780968)
+4554 train 6.821428 (lr=2.0831e-05) (hash(x)=24549699)
+4555 train 6.721608 (lr=2.0817e-05) (hash(x)=21374811)
+4556 train 6.848098 (lr=2.0802e-05) (hash(x)=25225950)
+4557 train 6.983849 (lr=2.0787e-05) (hash(x)=25691882)
+4558 train 6.866780 (lr=2.0772e-05) (hash(x)=24685235)
+4559 train 6.707620 (lr=2.0758e-05) (hash(x)=23932794)
+4560 train 7.286031 (lr=2.0743e-05) (hash(x)=28152043)
+4561 train 6.775085 (lr=2.0728e-05) (hash(x)=23417051)
+4562 train 6.864876 (lr=2.0714e-05) (hash(x)=26250211)
+4563 train 7.117079 (lr=2.0699e-05) (hash(x)=25428813)
+4564 train 7.221845 (lr=2.0685e-05) (hash(x)=27477379)
+4565 train 7.007244 (lr=2.0670e-05) (hash(x)=23015212)
+4566 train 6.738721 (lr=2.0656e-05) (hash(x)=22837608)
+4567 train 6.843373 (lr=2.0641e-05) (hash(x)=25256890)
+4568 train 6.742181 (lr=2.0627e-05) (hash(x)=22742827)
+4569 train 7.180373 (lr=2.0613e-05) (hash(x)=30167922)
+4570 train 6.833658 (lr=2.0598e-05) (hash(x)=24540265)
+4571 train 7.197760 (lr=2.0584e-05) (hash(x)=26752941)
+4572 train 6.957561 (lr=2.0570e-05) (hash(x)=25094026)
+4573 train 7.653080 (lr=2.0555e-05) (hash(x)=28508785)
+4574 train 7.072513 (lr=2.0541e-05) (hash(x)=26501871)
+4575 train 6.840871 (lr=2.0527e-05) (hash(x)=24161711)
+4576 train 6.792081 (lr=2.0513e-05) (hash(x)=24313695)
+4577 train 7.226326 (lr=2.0499e-05) (hash(x)=28248933)
+4578 train 7.393281 (lr=2.0485e-05) (hash(x)=28445722)
+4579 train 6.962673 (lr=2.0471e-05) (hash(x)=24589015)
+4580 train 7.156282 (lr=2.0457e-05) (hash(x)=26192193)
+4581 train 6.757277 (lr=2.0443e-05) (hash(x)=25131316)
+4582 train 6.863472 (lr=2.0429e-05) (hash(x)=26631504)
+4583 train 6.693088 (lr=2.0415e-05) (hash(x)=22036817)
+4584 train 7.343793 (lr=2.0401e-05) (hash(x)=28361254)
+4585 train 6.964766 (lr=2.0387e-05) (hash(x)=24828340)
+4586 train 6.626403 (lr=2.0373e-05) (hash(x)=24067304)
+4587 train 6.406648 (lr=2.0360e-05) (hash(x)=20733289)
+4588 train 6.320083 (lr=2.0346e-05) (hash(x)=19526622)
+4589 train 6.752544 (lr=2.0332e-05) (hash(x)=22148688)
+4590 train 6.965383 (lr=2.0318e-05) (hash(x)=24141800)
+4591 train 7.005395 (lr=2.0305e-05) (hash(x)=26663208)
+4592 train 6.663333 (lr=2.0291e-05) (hash(x)=22536305)
+4593 train 6.922085 (lr=2.0278e-05) (hash(x)=23608185)
+4594 train 6.808132 (lr=2.0264e-05) (hash(x)=23348495)
+4595 train 6.950723 (lr=2.0250e-05) (hash(x)=25409759)
+4596 train 6.951775 (lr=2.0237e-05) (hash(x)=25572131)
+4597 train 6.913639 (lr=2.0224e-05) (hash(x)=21782039)
+4598 train 6.852788 (lr=2.0210e-05) (hash(x)=24643923)
+4599 train 6.837521 (lr=2.0197e-05) (hash(x)=24072213)
+4600 val loss 7.0178
+4600 val perplexity 1116.3087
+4600 train 6.778207 (lr=2.0183e-05) (hash(x)=23925612)
+4601 train 6.845720 (lr=2.0170e-05) (hash(x)=23315415)
+4602 train 6.859993 (lr=2.0157e-05) (hash(x)=21793800)
+4603 train 6.802936 (lr=2.0143e-05) (hash(x)=24921200)
+4604 train 7.078080 (lr=2.0130e-05) (hash(x)=27226113)
+4605 train 6.862219 (lr=2.0117e-05) (hash(x)=22920960)
+4606 train 6.794888 (lr=2.0104e-05) (hash(x)=21947750)
+4607 train 6.868380 (lr=2.0091e-05) (hash(x)=22766044)
+4608 train 7.264584 (lr=2.0078e-05) (hash(x)=28237005)
+4609 train 6.709701 (lr=2.0065e-05) (hash(x)=24922621)
+4610 train 6.932838 (lr=2.0052e-05) (hash(x)=24899830)
+4611 train 7.316487 (lr=2.0039e-05) (hash(x)=32920298)
+4612 train 6.764740 (lr=2.0026e-05) (hash(x)=25083835)
+4613 train 6.825912 (lr=2.0013e-05) (hash(x)=22863054)
+4614 train 6.844372 (lr=2.0000e-05) (hash(x)=24841464)
+4615 train 7.125600 (lr=1.9987e-05) (hash(x)=27871153)
+4616 train 7.153133 (lr=1.9974e-05) (hash(x)=28025163)
+4617 train 6.790615 (lr=1.9961e-05) (hash(x)=24659561)
+4618 train 6.921079 (lr=1.9949e-05) (hash(x)=25067194)
+4619 train 6.912741 (lr=1.9936e-05) (hash(x)=22731460)
+4620 train 6.851461 (lr=1.9923e-05) (hash(x)=20445873)
+4621 train 6.927086 (lr=1.9910e-05) (hash(x)=26033948)
+4622 train 6.776749 (lr=1.9898e-05) (hash(x)=22473213)
+4623 train 7.430394 (lr=1.9885e-05) (hash(x)=24037280)
+4624 train 7.901369 (lr=1.9873e-05) (hash(x)=25624131)
+4625 train 7.519638 (lr=1.9860e-05) (hash(x)=26799867)
+4626 train 6.958618 (lr=1.9848e-05) (hash(x)=27187602)
+4627 train 6.909268 (lr=1.9835e-05) (hash(x)=23277695)
+4628 train 6.912075 (lr=1.9823e-05) (hash(x)=24748234)
+4629 train 7.016366 (lr=1.9810e-05) (hash(x)=26103104)
+4630 train 6.942952 (lr=1.9798e-05) (hash(x)=24327389)
+4631 train 7.061003 (lr=1.9785e-05) (hash(x)=24121850)
+4632 train 6.899773 (lr=1.9773e-05) (hash(x)=23714590)
+4633 train 6.950971 (lr=1.9761e-05) (hash(x)=22379412)
+4634 train 7.166890 (lr=1.9749e-05) (hash(x)=24454713)
+4635 train 6.849491 (lr=1.9736e-05) (hash(x)=22966977)
+4636 train 6.839328 (lr=1.9724e-05) (hash(x)=23764884)
+4637 train 6.681606 (lr=1.9712e-05) (hash(x)=23827429)
+4638 train 6.923599 (lr=1.9700e-05) (hash(x)=24088592)
+4639 train 6.884782 (lr=1.9688e-05) (hash(x)=24380031)
+4640 train 6.993274 (lr=1.9676e-05) (hash(x)=26065050)
+4641 train 6.879170 (lr=1.9664e-05) (hash(x)=24442902)
+4642 train 6.481847 (lr=1.9652e-05) (hash(x)=18548782)
+4643 train 6.999608 (lr=1.9640e-05) (hash(x)=26957303)
+4644 train 7.004552 (lr=1.9628e-05) (hash(x)=25032727)
+4645 train 6.872028 (lr=1.9616e-05) (hash(x)=27224706)
+4646 train 7.020102 (lr=1.9604e-05) (hash(x)=27508476)
+4647 train 6.708394 (lr=1.9592e-05) (hash(x)=23055215)
+4648 train 6.887715 (lr=1.9581e-05) (hash(x)=24496194)
+4649 train 8.146378 (lr=1.9569e-05) (hash(x)=13982941)
+4650 val loss 7.0130
+4650 val perplexity 1111.0143
+4650 train 7.376662 (lr=1.9557e-05) (hash(x)=16721547)
+4651 train 6.873447 (lr=1.9546e-05) (hash(x)=22929154)
+4652 train 6.804621 (lr=1.9534e-05) (hash(x)=23323994)
+4653 train 7.164228 (lr=1.9522e-05) (hash(x)=24877951)
+4654 train 7.009332 (lr=1.9511e-05) (hash(x)=24096183)
+4655 train 6.848532 (lr=1.9499e-05) (hash(x)=25329724)
+4656 train 6.793051 (lr=1.9488e-05) (hash(x)=23877337)
+4657 train 6.430602 (lr=1.9476e-05) (hash(x)=20923083)
+4658 train 6.777356 (lr=1.9465e-05) (hash(x)=23807996)
+4659 train 6.852751 (lr=1.9453e-05) (hash(x)=24370475)
+4660 train 7.245956 (lr=1.9442e-05) (hash(x)=28202255)
+4661 train 6.957184 (lr=1.9430e-05) (hash(x)=26142119)
+4662 train 6.730354 (lr=1.9419e-05) (hash(x)=21387743)
+4663 train 6.874935 (lr=1.9408e-05) (hash(x)=25662408)
+4664 train 6.907842 (lr=1.9397e-05) (hash(x)=23962815)
+4665 train 6.859694 (lr=1.9385e-05) (hash(x)=23987677)
+4666 train 7.131061 (lr=1.9374e-05) (hash(x)=26554284)
+4667 train 7.212448 (lr=1.9363e-05) (hash(x)=25991817)
+4668 train 6.904668 (lr=1.9352e-05) (hash(x)=24256966)
+4669 train 6.662244 (lr=1.9341e-05) (hash(x)=22187158)
+4670 train 6.946808 (lr=1.9330e-05) (hash(x)=26295320)
+4671 train 6.982083 (lr=1.9319e-05) (hash(x)=26346814)
+4672 train 7.244213 (lr=1.9308e-05) (hash(x)=26594196)
+4673 train 7.009433 (lr=1.9297e-05) (hash(x)=24322101)
+4674 train 7.103736 (lr=1.9286e-05) (hash(x)=27274566)
+4675 train 6.921150 (lr=1.9275e-05) (hash(x)=24505725)
+4676 train 7.078221 (lr=1.9264e-05) (hash(x)=26167371)
+4677 train 7.195297 (lr=1.9253e-05) (hash(x)=28062311)
+4678 train 6.895909 (lr=1.9242e-05) (hash(x)=23476009)
+4679 train 7.005710 (lr=1.9232e-05) (hash(x)=25283256)
+4680 train 6.725029 (lr=1.9221e-05) (hash(x)=22033246)
+4681 train 6.778410 (lr=1.9210e-05) (hash(x)=22716214)
+4682 train 6.930570 (lr=1.9200e-05) (hash(x)=25672672)
+4683 train 6.795432 (lr=1.9189e-05) (hash(x)=22979072)
+4684 train 7.016568 (lr=1.9178e-05) (hash(x)=27439204)
+4685 train 6.902780 (lr=1.9168e-05) (hash(x)=24857737)
+4686 train 7.194293 (lr=1.9157e-05) (hash(x)=29615897)
+4687 train 6.726462 (lr=1.9147e-05) (hash(x)=24021771)
+4688 train 6.901679 (lr=1.9136e-05) (hash(x)=27410807)
+4689 train 6.705247 (lr=1.9126e-05) (hash(x)=22850411)
+4690 train 6.980448 (lr=1.9115e-05) (hash(x)=24949696)
+4691 train 6.784209 (lr=1.9105e-05) (hash(x)=22956381)
+4692 train 7.272806 (lr=1.9095e-05) (hash(x)=28193458)
+4693 train 6.842411 (lr=1.9084e-05) (hash(x)=25596844)
+4694 train 6.786563 (lr=1.9074e-05) (hash(x)=22101377)
+4695 train 6.720401 (lr=1.9064e-05) (hash(x)=23576840)
+4696 train 6.696946 (lr=1.9054e-05) (hash(x)=21849758)
+4697 train 6.896945 (lr=1.9043e-05) (hash(x)=26431349)
+4698 train 7.027801 (lr=1.9033e-05) (hash(x)=22960758)
+4699 train 6.899902 (lr=1.9023e-05) (hash(x)=23243097)
+4700 val loss 7.0098
+4700 val perplexity 1107.4255
+4700 train 6.814111 (lr=1.9013e-05) (hash(x)=23715370)
+4701 train 7.467776 (lr=1.9003e-05) (hash(x)=30678293)
+4702 train 7.566032 (lr=1.8993e-05) (hash(x)=32481620)
+4703 train 7.093358 (lr=1.8983e-05) (hash(x)=26414858)
+4704 train 6.963993 (lr=1.8973e-05) (hash(x)=24768691)
+4705 train 6.648569 (lr=1.8963e-05) (hash(x)=21627762)
+4706 train 6.747403 (lr=1.8953e-05) (hash(x)=21024917)
+4707 train 6.672072 (lr=1.8944e-05) (hash(x)=23570951)
+4708 train 6.808914 (lr=1.8934e-05) (hash(x)=23729185)
+4709 train 7.181688 (lr=1.8924e-05) (hash(x)=25933754)
+4710 train 6.663499 (lr=1.8914e-05) (hash(x)=23091014)
+4711 train 6.717612 (lr=1.8905e-05) (hash(x)=20099261)
+4712 train 6.884887 (lr=1.8895e-05) (hash(x)=26807297)
+4713 train 6.790628 (lr=1.8885e-05) (hash(x)=25332115)
+4714 train 6.779377 (lr=1.8876e-05) (hash(x)=23247605)
+4715 train 6.662629 (lr=1.8866e-05) (hash(x)=23786549)
+4716 train 6.767700 (lr=1.8857e-05) (hash(x)=23981166)
+4717 train 6.915649 (lr=1.8847e-05) (hash(x)=25967754)
+4718 train 6.820239 (lr=1.8838e-05) (hash(x)=23659116)
+4719 train 6.855633 (lr=1.8828e-05) (hash(x)=22453718)
+4720 train 6.777415 (lr=1.8819e-05) (hash(x)=22597951)
+4721 train 6.993999 (lr=1.8809e-05) (hash(x)=25284885)
+4722 train 6.957659 (lr=1.8800e-05) (hash(x)=24748569)
+4723 train 6.543516 (lr=1.8791e-05) (hash(x)=19448608)
+4724 train 6.911494 (lr=1.8781e-05) (hash(x)=24888040)
+4725 train 6.779413 (lr=1.8772e-05) (hash(x)=23203503)
+4726 train 6.529612 (lr=1.8763e-05) (hash(x)=20387787)
+4727 train 6.610719 (lr=1.8754e-05) (hash(x)=22529445)
+4728 train 6.922278 (lr=1.8745e-05) (hash(x)=22455471)
+4729 train 6.904634 (lr=1.8735e-05) (hash(x)=25661132)
+4730 train 6.893922 (lr=1.8726e-05) (hash(x)=24997711)
+4731 train 7.012442 (lr=1.8717e-05) (hash(x)=22575521)
+4732 train 6.776250 (lr=1.8708e-05) (hash(x)=22640285)
+4733 train 6.617004 (lr=1.8699e-05) (hash(x)=18637357)
+4734 train 6.760954 (lr=1.8690e-05) (hash(x)=22845826)
+4735 train 6.969566 (lr=1.8682e-05) (hash(x)=24484543)
+4736 train 6.844842 (lr=1.8673e-05) (hash(x)=23352320)
+4737 train 6.632137 (lr=1.8664e-05) (hash(x)=21544758)
+4738 train 6.387636 (lr=1.8655e-05) (hash(x)=18292136)
+4739 train 7.099607 (lr=1.8646e-05) (hash(x)=24893614)
+4740 train 6.946615 (lr=1.8637e-05) (hash(x)=28103443)
+4741 train 6.754961 (lr=1.8629e-05) (hash(x)=22233356)
+4742 train 6.608519 (lr=1.8620e-05) (hash(x)=21133541)
+4743 train 6.880514 (lr=1.8611e-05) (hash(x)=24043998)
+4744 train 7.174298 (lr=1.8603e-05) (hash(x)=24801185)
+4745 train 6.956621 (lr=1.8594e-05) (hash(x)=23858358)
+4746 train 6.975633 (lr=1.8586e-05) (hash(x)=23926989)
+4747 train 7.051281 (lr=1.8577e-05) (hash(x)=24813708)
+4748 train 6.839618 (lr=1.8569e-05) (hash(x)=26339467)
+4749 train 6.712295 (lr=1.8560e-05) (hash(x)=21850656)
+4750 val loss 7.0056
+4750 val perplexity 1102.7979
+4750 train 6.703960 (lr=1.8552e-05) (hash(x)=21475802)
+4751 train 6.866680 (lr=1.8543e-05) (hash(x)=24301906)
+4752 train 6.729698 (lr=1.8535e-05) (hash(x)=22748495)
+4753 train 6.907730 (lr=1.8527e-05) (hash(x)=25649256)
+4754 train 6.790599 (lr=1.8519e-05) (hash(x)=23934346)
+4755 train 6.903625 (lr=1.8510e-05) (hash(x)=26332892)
+4756 train 6.771015 (lr=1.8502e-05) (hash(x)=23279389)
+4757 train 6.839826 (lr=1.8494e-05) (hash(x)=23146858)
+4758 train 7.247583 (lr=1.8486e-05) (hash(x)=26892932)
+4759 train 6.715177 (lr=1.8478e-05) (hash(x)=26328881)
+4760 train 6.833658 (lr=1.8470e-05) (hash(x)=24394655)
+4761 train 6.827310 (lr=1.8461e-05) (hash(x)=22122308)
+4762 train 6.980482 (lr=1.8453e-05) (hash(x)=24200369)
+4763 train 7.080197 (lr=1.8446e-05) (hash(x)=26841776)
+4764 train 7.040741 (lr=1.8438e-05) (hash(x)=27196641)
+4765 train 6.770317 (lr=1.8430e-05) (hash(x)=24912822)
+4766 train 7.032151 (lr=1.8422e-05) (hash(x)=25946055)
+4767 train 6.645036 (lr=1.8414e-05) (hash(x)=23101508)
+4768 train 6.814407 (lr=1.8406e-05) (hash(x)=24287798)
+4769 train 6.887654 (lr=1.8398e-05) (hash(x)=22798964)
+4770 train 6.813148 (lr=1.8391e-05) (hash(x)=24164479)
+4771 train 6.876097 (lr=1.8383e-05) (hash(x)=24946464)
+4772 train 7.006186 (lr=1.8375e-05) (hash(x)=25154423)
+4773 train 6.703922 (lr=1.8368e-05) (hash(x)=23173476)
+4774 train 6.963006 (lr=1.8360e-05) (hash(x)=25373559)
+4775 train 6.938332 (lr=1.8352e-05) (hash(x)=23527176)
+4776 train 6.863338 (lr=1.8345e-05) (hash(x)=24865403)
+4777 train 6.824539 (lr=1.8337e-05) (hash(x)=24451067)
+4778 train 7.451392 (lr=1.8330e-05) (hash(x)=28187162)
+4779 train 7.599138 (lr=1.8322e-05) (hash(x)=31163350)
+4780 train 7.926979 (lr=1.8315e-05) (hash(x)=33563280)
+4781 train 7.998901 (lr=1.8308e-05) (hash(x)=34939183)
+4782 train 7.469307 (lr=1.8300e-05) (hash(x)=30263543)
+4783 train 6.765994 (lr=1.8293e-05) (hash(x)=22705673)
+4784 train 6.649012 (lr=1.8286e-05) (hash(x)=21415023)
+4785 train 6.890037 (lr=1.8278e-05) (hash(x)=26079097)
+4786 train 7.211204 (lr=1.8271e-05) (hash(x)=25503836)
+4787 train 7.050793 (lr=1.8264e-05) (hash(x)=24705721)
+4788 train 6.937796 (lr=1.8257e-05) (hash(x)=24384657)
+4789 train 6.826613 (lr=1.8250e-05) (hash(x)=22550579)
+4790 train 6.873706 (lr=1.8243e-05) (hash(x)=22452164)
+4791 train 7.162968 (lr=1.8236e-05) (hash(x)=28664796)
+4792 train 7.571234 (lr=1.8229e-05) (hash(x)=26139280)
+4793 train 7.175767 (lr=1.8222e-05) (hash(x)=23862341)
+4794 train 6.759897 (lr=1.8215e-05) (hash(x)=23784757)
+4795 train 6.630424 (lr=1.8208e-05) (hash(x)=22659441)
+4796 train 7.378352 (lr=1.8201e-05) (hash(x)=29744216)
+4797 train 7.309506 (lr=1.8194e-05) (hash(x)=25822591)
+4798 train 6.703755 (lr=1.8187e-05) (hash(x)=22370895)
+4799 train 7.132918 (lr=1.8180e-05) (hash(x)=27102890)
+4800 val loss 7.0082
+4800 val perplexity 1105.6848
+4800 train 7.190919 (lr=1.8174e-05) (hash(x)=27014625)
+4801 train 6.930498 (lr=1.8167e-05) (hash(x)=25755963)
+4802 train 7.176440 (lr=1.8160e-05) (hash(x)=29675278)
+4803 train 7.324604 (lr=1.8154e-05) (hash(x)=26660930)
+4804 train 7.253755 (lr=1.8147e-05) (hash(x)=24557060)
+4805 train 7.373094 (lr=1.8140e-05) (hash(x)=24622741)
+4806 train 7.425076 (lr=1.8134e-05) (hash(x)=23952601)
+4807 train 7.040765 (lr=1.8127e-05) (hash(x)=26787259)
+4808 train 7.290605 (lr=1.8121e-05) (hash(x)=28919605)
+4809 train 7.658818 (lr=1.8115e-05) (hash(x)=37061654)
+4810 train 7.415199 (lr=1.8108e-05) (hash(x)=30379739)
+4811 train 7.138947 (lr=1.8102e-05) (hash(x)=26097180)
+4812 train 7.314469 (lr=1.8095e-05) (hash(x)=26327092)
+4813 train 7.051235 (lr=1.8089e-05) (hash(x)=23258030)
+4814 train 7.133290 (lr=1.8083e-05) (hash(x)=25582015)
+4815 train 6.815969 (lr=1.8077e-05) (hash(x)=23396088)
+4816 train 6.797311 (lr=1.8070e-05) (hash(x)=21904146)
+4817 train 7.001047 (lr=1.8064e-05) (hash(x)=26281676)
+4818 train 6.766955 (lr=1.8058e-05) (hash(x)=23140470)
+4819 train 7.088238 (lr=1.8052e-05) (hash(x)=24611098)
+4820 train 6.889871 (lr=1.8046e-05) (hash(x)=23832642)
+4821 train 7.099305 (lr=1.8040e-05) (hash(x)=21439671)
+4822 train 6.927099 (lr=1.8034e-05) (hash(x)=25128845)
+4823 train 6.889357 (lr=1.8028e-05) (hash(x)=24911831)
+4824 train 7.036009 (lr=1.8022e-05) (hash(x)=26051723)
+4825 train 7.076211 (lr=1.8016e-05) (hash(x)=26479565)
+4826 train 7.155043 (lr=1.8010e-05) (hash(x)=26228987)
+4827 train 7.022199 (lr=1.8004e-05) (hash(x)=25131300)
+4828 train 6.779902 (lr=1.7998e-05) (hash(x)=19921978)
+4829 train 6.749680 (lr=1.7993e-05) (hash(x)=23173449)
+4830 train 7.084345 (lr=1.7987e-05) (hash(x)=24791832)
+4831 train 6.795812 (lr=1.7981e-05) (hash(x)=23453491)
+4832 train 6.985766 (lr=1.7976e-05) (hash(x)=22564139)
+4833 train 6.803607 (lr=1.7970e-05) (hash(x)=21659918)
+4834 train 6.902481 (lr=1.7964e-05) (hash(x)=22956076)
+4835 train 7.017944 (lr=1.7959e-05) (hash(x)=22237612)
+4836 train 7.111449 (lr=1.7953e-05) (hash(x)=24736427)
+4837 train 7.229688 (lr=1.7948e-05) (hash(x)=24939751)
+4838 train 7.035908 (lr=1.7942e-05) (hash(x)=25059298)
+4839 train 6.962694 (lr=1.7937e-05) (hash(x)=23453396)
+4840 train 6.467776 (lr=1.7931e-05) (hash(x)=17919338)
+4841 train 7.017357 (lr=1.7926e-05) (hash(x)=23428815)
+4842 train 7.278591 (lr=1.7921e-05) (hash(x)=27042659)
+4843 train 7.328270 (lr=1.7915e-05) (hash(x)=25161278)
+4844 train 7.115988 (lr=1.7910e-05) (hash(x)=24113253)
+4845 train 7.241202 (lr=1.7905e-05) (hash(x)=26139263)
+4846 train 7.278182 (lr=1.7900e-05) (hash(x)=27787006)
+4847 train 6.987563 (lr=1.7895e-05) (hash(x)=23869612)
+4848 train 7.140804 (lr=1.7889e-05) (hash(x)=26092193)
+4849 train 7.187923 (lr=1.7884e-05) (hash(x)=29351182)
+4850 val loss 6.9990
+4850 val perplexity 1095.5277
+4850 train 7.337163 (lr=1.7879e-05) (hash(x)=28773463)
+4851 train 7.245332 (lr=1.7874e-05) (hash(x)=28207741)
+4852 train 6.802296 (lr=1.7869e-05) (hash(x)=23280878)
+4853 train 7.275552 (lr=1.7864e-05) (hash(x)=26742336)
+4854 train 7.037563 (lr=1.7859e-05) (hash(x)=23543321)
+4855 train 7.426513 (lr=1.7854e-05) (hash(x)=26581590)
+4856 train 6.894817 (lr=1.7849e-05) (hash(x)=22728668)
+4857 train 6.705719 (lr=1.7845e-05) (hash(x)=19854534)
+4858 train 7.127341 (lr=1.7840e-05) (hash(x)=26612813)
+4859 train 7.261272 (lr=1.7835e-05) (hash(x)=25827863)
+4860 train 6.937284 (lr=1.7830e-05) (hash(x)=24574997)
+4861 train 7.098387 (lr=1.7826e-05) (hash(x)=26187830)
+4862 train 7.058281 (lr=1.7821e-05) (hash(x)=25105823)
+4863 train 7.112161 (lr=1.7816e-05) (hash(x)=28056342)
+4864 train 6.990677 (lr=1.7812e-05) (hash(x)=21885801)
+4865 train 7.171921 (lr=1.7807e-05) (hash(x)=25659043)
+4866 train 7.176439 (lr=1.7803e-05) (hash(x)=23852824)
+4867 train 6.951025 (lr=1.7798e-05) (hash(x)=23965470)
+4868 train 6.960026 (lr=1.7794e-05) (hash(x)=25035012)
+4869 train 7.150083 (lr=1.7789e-05) (hash(x)=26639165)
+4870 train 7.118408 (lr=1.7785e-05) (hash(x)=29205362)
+4871 train 6.972520 (lr=1.7781e-05) (hash(x)=25900866)
+4872 train 7.014503 (lr=1.7776e-05) (hash(x)=25636242)
+4873 train 7.099566 (lr=1.7772e-05) (hash(x)=25430698)
+4874 train 7.088490 (lr=1.7768e-05) (hash(x)=27629981)
+4875 train 7.060916 (lr=1.7763e-05) (hash(x)=27682625)
+4876 train 7.309094 (lr=1.7759e-05) (hash(x)=27549409)
+4877 train 7.008317 (lr=1.7755e-05) (hash(x)=24661627)
+4878 train 7.093305 (lr=1.7751e-05) (hash(x)=25196542)
+4879 train 6.975752 (lr=1.7747e-05) (hash(x)=24549177)
+4880 train 6.926095 (lr=1.7743e-05) (hash(x)=23740600)
+4881 train 6.805636 (lr=1.7739e-05) (hash(x)=21460850)
+4882 train 7.096919 (lr=1.7735e-05) (hash(x)=27101400)
+4883 train 7.130933 (lr=1.7731e-05) (hash(x)=24193076)
+4884 train 7.042840 (lr=1.7727e-05) (hash(x)=24582947)
+4885 train 7.000120 (lr=1.7723e-05) (hash(x)=25133839)
+4886 train 6.976073 (lr=1.7719e-05) (hash(x)=24759454)
+4887 train 7.038788 (lr=1.7715e-05) (hash(x)=28239583)
+4888 train 7.345165 (lr=1.7711e-05) (hash(x)=29594489)
+4889 train 7.010065 (lr=1.7708e-05) (hash(x)=23833431)
+4890 train 6.966320 (lr=1.7704e-05) (hash(x)=23139411)
+4891 train 6.927024 (lr=1.7700e-05) (hash(x)=20885864)
+4892 train 7.351822 (lr=1.7697e-05) (hash(x)=26217418)
+4893 train 7.114213 (lr=1.7693e-05) (hash(x)=27321870)
+4894 train 6.601243 (lr=1.7689e-05) (hash(x)=19912955)
+4895 train 6.937967 (lr=1.7686e-05) (hash(x)=23223554)
+4896 train 7.094701 (lr=1.7682e-05) (hash(x)=25667219)
+4897 train 7.350729 (lr=1.7679e-05) (hash(x)=28007972)
+4898 train 7.151271 (lr=1.7675e-05) (hash(x)=27748764)
+4899 train 7.088405 (lr=1.7672e-05) (hash(x)=27425770)
+4900 val loss 6.9931
+4900 val perplexity 1089.1134
+4900 train 7.203408 (lr=1.7669e-05) (hash(x)=28394020)
+4901 train 7.042833 (lr=1.7665e-05) (hash(x)=24080235)
+4902 train 6.887496 (lr=1.7662e-05) (hash(x)=23309527)
+4903 train 6.891383 (lr=1.7659e-05) (hash(x)=24793480)
+4904 train 7.126644 (lr=1.7655e-05) (hash(x)=25344456)
+4905 train 7.051935 (lr=1.7652e-05) (hash(x)=24590670)
+4906 train 7.009861 (lr=1.7649e-05) (hash(x)=26937171)
+4907 train 7.143983 (lr=1.7646e-05) (hash(x)=26949097)
+4908 train 6.846559 (lr=1.7643e-05) (hash(x)=22443915)
+4909 train 6.929260 (lr=1.7640e-05) (hash(x)=23814995)
+4910 train 6.967302 (lr=1.7637e-05) (hash(x)=26135871)
+4911 train 6.802747 (lr=1.7634e-05) (hash(x)=25415570)
+4912 train 7.119794 (lr=1.7631e-05) (hash(x)=26756326)
+4913 train 6.983191 (lr=1.7628e-05) (hash(x)=22920200)
+4914 train 7.020212 (lr=1.7625e-05) (hash(x)=26710977)
+4915 train 6.951753 (lr=1.7622e-05) (hash(x)=24985634)
+4916 train 7.074378 (lr=1.7619e-05) (hash(x)=26004335)
+4917 train 7.010490 (lr=1.7616e-05) (hash(x)=25637457)
+4918 train 7.252777 (lr=1.7613e-05) (hash(x)=26645180)
+4919 train 7.053639 (lr=1.7611e-05) (hash(x)=24425760)
+4920 train 7.328363 (lr=1.7608e-05) (hash(x)=28223544)
+4921 train 7.011872 (lr=1.7605e-05) (hash(x)=25538618)
+4922 train 7.242277 (lr=1.7603e-05) (hash(x)=26984784)
+4923 train 7.304910 (lr=1.7600e-05) (hash(x)=29154578)
+4924 train 6.949272 (lr=1.7597e-05) (hash(x)=25308123)
+4925 train 7.306006 (lr=1.7595e-05) (hash(x)=27939259)
+4926 train 6.912402 (lr=1.7592e-05) (hash(x)=21984545)
+4927 train 6.921806 (lr=1.7590e-05) (hash(x)=23707134)
+4928 train 6.973166 (lr=1.7587e-05) (hash(x)=27201034)
+4929 train 7.394214 (lr=1.7585e-05) (hash(x)=31623877)
+4930 train 7.020764 (lr=1.7583e-05) (hash(x)=22162782)
+4931 train 6.934330 (lr=1.7580e-05) (hash(x)=20049335)
+4932 train 6.855070 (lr=1.7578e-05) (hash(x)=25594665)
+4933 train 6.951940 (lr=1.7576e-05) (hash(x)=25265312)
+4934 train 7.077016 (lr=1.7573e-05) (hash(x)=27094896)
+4935 train 7.427424 (lr=1.7571e-05) (hash(x)=28321697)
+4936 train 6.934606 (lr=1.7569e-05) (hash(x)=25006013)
+4937 train 7.164047 (lr=1.7567e-05) (hash(x)=24596431)
+4938 train 7.202864 (lr=1.7565e-05) (hash(x)=25150510)
+4939 train 6.676338 (lr=1.7563e-05) (hash(x)=21497535)
+4940 train 6.965796 (lr=1.7561e-05) (hash(x)=25094669)
+4941 train 6.836746 (lr=1.7559e-05) (hash(x)=24024557)
+4942 train 7.145583 (lr=1.7557e-05) (hash(x)=24370776)
+4943 train 7.003095 (lr=1.7555e-05) (hash(x)=23434031)
+4944 train 7.000702 (lr=1.7553e-05) (hash(x)=24383517)
+4945 train 7.007513 (lr=1.7551e-05) (hash(x)=25858759)
+4946 train 6.601150 (lr=1.7549e-05) (hash(x)=20409561)
+4947 train 7.297173 (lr=1.7547e-05) (hash(x)=27469117)
+4948 train 6.837973 (lr=1.7546e-05) (hash(x)=22086623)
+4949 train 7.131795 (lr=1.7544e-05) (hash(x)=25759281)
+4950 val loss 6.9868
+4950 val perplexity 1082.2230
+4950 train 7.044826 (lr=1.7542e-05) (hash(x)=27130117)
+4951 train 6.930472 (lr=1.7540e-05) (hash(x)=27003481)
+4952 train 7.239007 (lr=1.7539e-05) (hash(x)=26725937)
+4953 train 6.973493 (lr=1.7537e-05) (hash(x)=22691119)
+4954 train 7.077989 (lr=1.7536e-05) (hash(x)=17272898)
+4955 train 6.876389 (lr=1.7534e-05) (hash(x)=17850370)
+4956 train 6.886423 (lr=1.7533e-05) (hash(x)=18729639)
+4957 train 7.039689 (lr=1.7531e-05) (hash(x)=25327160)
+4958 train 7.187623 (lr=1.7530e-05) (hash(x)=28709044)
+4959 train 6.744512 (lr=1.7528e-05) (hash(x)=22236893)
+4960 train 6.731847 (lr=1.7527e-05) (hash(x)=21729251)
+4961 train 6.841644 (lr=1.7526e-05) (hash(x)=23852346)
+4962 train 7.044217 (lr=1.7524e-05) (hash(x)=23974368)
+4963 train 6.978921 (lr=1.7523e-05) (hash(x)=25764691)
+4964 train 7.367359 (lr=1.7522e-05) (hash(x)=28341865)
+4965 train 6.859910 (lr=1.7521e-05) (hash(x)=23856238)
+4966 train 7.121991 (lr=1.7519e-05) (hash(x)=24568904)
+4967 train 6.987808 (lr=1.7518e-05) (hash(x)=26857458)
+4968 train 6.866019 (lr=1.7517e-05) (hash(x)=20507972)
+4969 train 7.066006 (lr=1.7516e-05) (hash(x)=23139455)
+4970 train 6.886682 (lr=1.7515e-05) (hash(x)=24853703)
+4971 train 6.940596 (lr=1.7514e-05) (hash(x)=25654849)
+4972 train 6.773901 (lr=1.7513e-05) (hash(x)=22963710)
+4973 train 7.148940 (lr=1.7512e-05) (hash(x)=25652110)
+4974 train 7.088830 (lr=1.7511e-05) (hash(x)=24085957)
+4975 train 7.315428 (lr=1.7511e-05) (hash(x)=26413122)
+4976 train 7.446978 (lr=1.7510e-05) (hash(x)=26989387)
+4977 train 7.105701 (lr=1.7509e-05) (hash(x)=22784033)
+4978 train 7.479939 (lr=1.7508e-05) (hash(x)=26694945)
+4979 train 7.417515 (lr=1.7507e-05) (hash(x)=24507726)
+4980 train 7.477455 (lr=1.7507e-05) (hash(x)=26490335)
+4981 train 7.413525 (lr=1.7506e-05) (hash(x)=25624751)
+4982 train 7.345050 (lr=1.7505e-05) (hash(x)=27846204)
+4983 train 7.206716 (lr=1.7505e-05) (hash(x)=27696537)
+4984 train 7.122702 (lr=1.7504e-05) (hash(x)=28915842)
+4985 train 7.137245 (lr=1.7504e-05) (hash(x)=28274576)
+4986 train 7.185419 (lr=1.7503e-05) (hash(x)=28923892)
+4987 train 6.781499 (lr=1.7503e-05) (hash(x)=21602520)
+4988 train 6.700180 (lr=1.7502e-05) (hash(x)=21061011)
+4989 train 7.230325 (lr=1.7502e-05) (hash(x)=28060542)
+4990 train 7.003654 (lr=1.7502e-05) (hash(x)=24838134)
+4991 train 6.971182 (lr=1.7501e-05) (hash(x)=21950234)
+4992 train 7.218106 (lr=1.7501e-05) (hash(x)=27192740)
+4993 train 7.190951 (lr=1.7501e-05) (hash(x)=26770105)
+4994 train 6.837381 (lr=1.7501e-05) (hash(x)=23721261)
+4995 train 6.900436 (lr=1.7500e-05) (hash(x)=26064895)
+4996 train 7.131525 (lr=1.7500e-05) (hash(x)=25651075)
+4997 train 6.960019 (lr=1.7500e-05) (hash(x)=25029447)
+4998 train 7.131093 (lr=1.7500e-05) (hash(x)=26088225)
+4999 val loss 6.9843
+4999 val perplexity 1079.5758
+4999 train 7.031925 (lr=1.7500e-05) (hash(x)=24051952)
diff --git a/lr1.75e-4_total_batch_size5120_seq_len256_decay_lrtrue_attention_kindselective_warmup_steps200_seed1338/model_02500.pt b/lr1.75e-4_total_batch_size5120_seq_len256_decay_lrtrue_attention_kindselective_warmup_steps200_seed1338/model_02500.pt
new file mode 100644
index 0000000000000000000000000000000000000000..2b0c8593cb8d04d46d3cdc3a9e61c40fa27da551
--- /dev/null
+++ b/lr1.75e-4_total_batch_size5120_seq_len256_decay_lrtrue_attention_kindselective_warmup_steps200_seed1338/model_02500.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8437e7261d4a9e5972c6bf0f6ae07c32c570674934aea0a4632b1e182792ff3f
+size 38587970
diff --git a/lr1.75e-4_total_batch_size5120_seq_len256_decay_lrtrue_attention_kindselective_warmup_steps200_seed1338/model_04999.pt b/lr1.75e-4_total_batch_size5120_seq_len256_decay_lrtrue_attention_kindselective_warmup_steps200_seed1338/model_04999.pt
new file mode 100644
index 0000000000000000000000000000000000000000..43e546e521f570e0ae03cf765637569829c1e7c0
--- /dev/null
+++ b/lr1.75e-4_total_batch_size5120_seq_len256_decay_lrtrue_attention_kindselective_warmup_steps200_seed1338/model_04999.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ba10408c9ecab947dd161f55132730d665f6db978a035e6be65568c811a2b4da
+size 38587970
diff --git a/lr1.75e-4_total_batch_size5120_seq_len256_decay_lrtrue_attention_kindselective_warmup_steps200_seed1338/optimizer_02500.pt b/lr1.75e-4_total_batch_size5120_seq_len256_decay_lrtrue_attention_kindselective_warmup_steps200_seed1338/optimizer_02500.pt
new file mode 100644
index 0000000000000000000000000000000000000000..5b7bb78a6c002cf511f7fc1fa1f4f0795bfbe680
--- /dev/null
+++ b/lr1.75e-4_total_batch_size5120_seq_len256_decay_lrtrue_attention_kindselective_warmup_steps200_seed1338/optimizer_02500.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a72e11a784617f0e99034a4e8fdef38d19c862f6dd188004ab60ef78cbb6d6db
+size 70895430
diff --git a/lr1.75e-4_total_batch_size5120_seq_len256_decay_lrtrue_attention_kindselective_warmup_steps200_seed1338/optimizer_04999.pt b/lr1.75e-4_total_batch_size5120_seq_len256_decay_lrtrue_attention_kindselective_warmup_steps200_seed1338/optimizer_04999.pt
new file mode 100644
index 0000000000000000000000000000000000000000..717e2b9cd5fb38c124353b14ec26005faf2df1b3
--- /dev/null
+++ b/lr1.75e-4_total_batch_size5120_seq_len256_decay_lrtrue_attention_kindselective_warmup_steps200_seed1338/optimizer_04999.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e019b608fb3bdc59a0acfb084d9c0493b0d035475ece453fb9c9cba798fc281a
+size 70895430