diff --git a/lr2e-4_total_batch_size5120_seq_len256_decay_lrfalse_attention_kindselective_warmup_steps1_seed1338/args.json b/lr2e-4_total_batch_size5120_seq_len256_decay_lrfalse_attention_kindselective_warmup_steps1_seed1338/args.json
new file mode 100644
index 0000000000000000000000000000000000000000..fcd2b1a38ee30bde9dc3f776ddadd1ef76a2b1be
--- /dev/null
+++ b/lr2e-4_total_batch_size5120_seq_len256_decay_lrfalse_attention_kindselective_warmup_steps1_seed1338/args.json
@@ -0,0 +1 @@
+{"hellaswag": true, "attention_kind": "selective", "log_dir": "proxy_model_sweep_2/lr2e-4_total_batch_size5120_seq_len256_decay_lrfalse_attention_kindselective_warmup_steps1_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": 1, "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": 0.0002, "decay_lr": false, "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/lr2e-4_total_batch_size5120_seq_len256_decay_lrfalse_attention_kindselective_warmup_steps1_seed1338/dataloader_02500.pt b/lr2e-4_total_batch_size5120_seq_len256_decay_lrfalse_attention_kindselective_warmup_steps1_seed1338/dataloader_02500.pt
new file mode 100644
index 0000000000000000000000000000000000000000..2bc253f8fc6225637fb651d7b45bcde02b1c9ff0
--- /dev/null
+++ b/lr2e-4_total_batch_size5120_seq_len256_decay_lrfalse_attention_kindselective_warmup_steps1_seed1338/dataloader_02500.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f5f86eba64e08aa3145708d463ef689ecaee47ebe0a97035e6e0aeb59f377344
+size 964
diff --git a/lr2e-4_total_batch_size5120_seq_len256_decay_lrfalse_attention_kindselective_warmup_steps1_seed1338/dataloader_04999.pt b/lr2e-4_total_batch_size5120_seq_len256_decay_lrfalse_attention_kindselective_warmup_steps1_seed1338/dataloader_04999.pt
new file mode 100644
index 0000000000000000000000000000000000000000..0618c479f1dc6588bdd52311cf3417cbd843ddd9
--- /dev/null
+++ b/lr2e-4_total_batch_size5120_seq_len256_decay_lrfalse_attention_kindselective_warmup_steps1_seed1338/dataloader_04999.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:431842dc67f0d83e5eb85cf9c36fd024e295001fe78f3ba5deeae77865394feb
+size 964
diff --git a/lr2e-4_total_batch_size5120_seq_len256_decay_lrfalse_attention_kindselective_warmup_steps1_seed1338/log2.txt b/lr2e-4_total_batch_size5120_seq_len256_decay_lrfalse_attention_kindselective_warmup_steps1_seed1338/log2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0e1582d04549d77b9520048d036e9f506af48c9a
--- /dev/null
+++ b/lr2e-4_total_batch_size5120_seq_len256_decay_lrfalse_attention_kindselective_warmup_steps1_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=2.0000e-04) (hash(x)=22886834)
+1 train 11.387782 (lr=2.0000e-04) (hash(x)=26375038)
+2 train 11.107078 (lr=2.0000e-04) (hash(x)=30598777)
+3 train 10.840175 (lr=2.0000e-04) (hash(x)=27234506)
+4 train 10.658248 (lr=2.0000e-04) (hash(x)=27767880)
+5 train 10.429887 (lr=2.0000e-04) (hash(x)=23702020)
+6 train 10.425494 (lr=2.0000e-04) (hash(x)=31986844)
+7 train 10.348442 (lr=2.0000e-04) (hash(x)=20782690)
+8 train 10.259404 (lr=2.0000e-04) (hash(x)=25201599)
+9 train 10.134715 (lr=2.0000e-04) (hash(x)=23094976)
+10 train 10.093613 (lr=2.0000e-04) (hash(x)=23841096)
+11 train 10.048233 (lr=2.0000e-04) (hash(x)=26532095)
+12 train 9.965464 (lr=2.0000e-04) (hash(x)=24432298)
+13 train 9.936758 (lr=2.0000e-04) (hash(x)=27151649)
+14 train 9.840828 (lr=2.0000e-04) (hash(x)=24596846)
+15 train 9.656074 (lr=2.0000e-04) (hash(x)=23890908)
+16 train 9.609016 (lr=2.0000e-04) (hash(x)=28913955)
+17 train 9.424240 (lr=2.0000e-04) (hash(x)=25588236)
+18 train 9.470639 (lr=2.0000e-04) (hash(x)=23770034)
+19 train 9.371181 (lr=2.0000e-04) (hash(x)=24011372)
+20 train 9.186698 (lr=2.0000e-04) (hash(x)=25441898)
+21 train 9.402509 (lr=2.0000e-04) (hash(x)=28375581)
+22 train 9.075769 (lr=2.0000e-04) (hash(x)=24046679)
+23 train 9.143747 (lr=2.0000e-04) (hash(x)=24611628)
+24 train 9.132258 (lr=2.0000e-04) (hash(x)=26169030)
+25 train 9.187855 (lr=2.0000e-04) (hash(x)=30298407)
+26 train 8.963465 (lr=2.0000e-04) (hash(x)=23711112)
+27 train 8.812842 (lr=2.0000e-04) (hash(x)=19245352)
+28 train 8.837448 (lr=2.0000e-04) (hash(x)=21529136)
+29 train 9.080935 (lr=2.0000e-04) (hash(x)=28936608)
+30 train 8.657419 (lr=2.0000e-04) (hash(x)=24339013)
+31 train 8.571245 (lr=2.0000e-04) (hash(x)=25767553)
+32 train 8.664754 (lr=2.0000e-04) (hash(x)=26439905)
+33 train 8.913344 (lr=2.0000e-04) (hash(x)=31093473)
+34 train 8.520633 (lr=2.0000e-04) (hash(x)=25450374)
+35 train 8.430744 (lr=2.0000e-04) (hash(x)=24809873)
+36 train 8.578687 (lr=2.0000e-04) (hash(x)=23253252)
+37 train 8.629030 (lr=2.0000e-04) (hash(x)=27852919)
+38 train 8.473467 (lr=2.0000e-04) (hash(x)=23327497)
+39 train 8.235512 (lr=2.0000e-04) (hash(x)=22512166)
+40 train 8.528005 (lr=2.0000e-04) (hash(x)=22859419)
+41 train 8.395992 (lr=2.0000e-04) (hash(x)=27620338)
+42 train 8.434195 (lr=2.0000e-04) (hash(x)=26397837)
+43 train 8.437526 (lr=2.0000e-04) (hash(x)=28092148)
+44 train 8.263682 (lr=2.0000e-04) (hash(x)=24662703)
+45 train 8.554994 (lr=2.0000e-04) (hash(x)=27938767)
+46 train 8.712993 (lr=2.0000e-04) (hash(x)=26037988)
+47 train 8.225974 (lr=2.0000e-04) (hash(x)=24732833)
+48 train 8.297208 (lr=2.0000e-04) (hash(x)=25259526)
+49 train 8.216626 (lr=2.0000e-04) (hash(x)=23200230)
+50 val loss 8.1943
+50 val perplexity 3620.4241
+50 train 8.185336 (lr=2.0000e-04) (hash(x)=26721357)
+51 train 8.044169 (lr=2.0000e-04) (hash(x)=22694718)
+52 train 8.130325 (lr=2.0000e-04) (hash(x)=28066766)
+53 train 8.051909 (lr=2.0000e-04) (hash(x)=23125151)
+54 train 8.235504 (lr=2.0000e-04) (hash(x)=27193725)
+55 train 8.004105 (lr=2.0000e-04) (hash(x)=25129410)
+56 train 8.036887 (lr=2.0000e-04) (hash(x)=24263988)
+57 train 7.871455 (lr=2.0000e-04) (hash(x)=23059154)
+58 train 8.104049 (lr=2.0000e-04) (hash(x)=26063864)
+59 train 8.312647 (lr=2.0000e-04) (hash(x)=27858570)
+60 train 8.047565 (lr=2.0000e-04) (hash(x)=23874620)
+61 train 7.867497 (lr=2.0000e-04) (hash(x)=22402617)
+62 train 8.061198 (lr=2.0000e-04) (hash(x)=23600822)
+63 train 7.885406 (lr=2.0000e-04) (hash(x)=26582391)
+64 train 7.882902 (lr=2.0000e-04) (hash(x)=23225283)
+65 train 8.249618 (lr=2.0000e-04) (hash(x)=26075451)
+66 train 7.873590 (lr=2.0000e-04) (hash(x)=24723419)
+67 train 8.044838 (lr=2.0000e-04) (hash(x)=27279806)
+68 train 7.858109 (lr=2.0000e-04) (hash(x)=25870391)
+69 train 8.115207 (lr=2.0000e-04) (hash(x)=26188136)
+70 train 8.211535 (lr=2.0000e-04) (hash(x)=30373443)
+71 train 8.120360 (lr=2.0000e-04) (hash(x)=26472336)
+72 train 7.885145 (lr=2.0000e-04) (hash(x)=26651572)
+73 train 8.013057 (lr=2.0000e-04) (hash(x)=26376212)
+74 train 7.960061 (lr=2.0000e-04) (hash(x)=26733350)
+75 train 8.145251 (lr=2.0000e-04) (hash(x)=28301589)
+76 train 8.022754 (lr=2.0000e-04) (hash(x)=27599559)
+77 train 8.002932 (lr=2.0000e-04) (hash(x)=28035221)
+78 train 7.997713 (lr=2.0000e-04) (hash(x)=25016783)
+79 train 8.070592 (lr=2.0000e-04) (hash(x)=27654289)
+80 train 7.874295 (lr=2.0000e-04) (hash(x)=24597558)
+81 train 7.673818 (lr=2.0000e-04) (hash(x)=21560904)
+82 train 7.637689 (lr=2.0000e-04) (hash(x)=21983837)
+83 train 7.853644 (lr=2.0000e-04) (hash(x)=24995715)
+84 train 8.152064 (lr=2.0000e-04) (hash(x)=29876413)
+85 train 7.759473 (lr=2.0000e-04) (hash(x)=23792508)
+86 train 7.707445 (lr=2.0000e-04) (hash(x)=25509120)
+87 train 7.958432 (lr=2.0000e-04) (hash(x)=26559876)
+88 train 7.898253 (lr=2.0000e-04) (hash(x)=23569647)
+89 train 7.931923 (lr=2.0000e-04) (hash(x)=25758852)
+90 train 7.777661 (lr=2.0000e-04) (hash(x)=25706298)
+91 train 7.951579 (lr=2.0000e-04) (hash(x)=28364895)
+92 train 7.709661 (lr=2.0000e-04) (hash(x)=25304663)
+93 train 7.838464 (lr=2.0000e-04) (hash(x)=25269299)
+94 train 7.987631 (lr=2.0000e-04) (hash(x)=25870566)
+95 train 7.570475 (lr=2.0000e-04) (hash(x)=21770329)
+96 train 8.028747 (lr=2.0000e-04) (hash(x)=27595900)
+97 train 7.975775 (lr=2.0000e-04) (hash(x)=24785397)
+98 train 7.687791 (lr=2.0000e-04) (hash(x)=21521480)
+99 train 7.793247 (lr=2.0000e-04) (hash(x)=24628606)
+100 val loss 7.8457
+100 val perplexity 2554.6152
+100 train 7.943420 (lr=2.0000e-04) (hash(x)=24670150)
+101 train 7.812024 (lr=2.0000e-04) (hash(x)=23181910)
+102 train 7.759599 (lr=2.0000e-04) (hash(x)=22714991)
+103 train 7.722733 (lr=2.0000e-04) (hash(x)=22723459)
+104 train 7.711318 (lr=2.0000e-04) (hash(x)=21524316)
+105 train 7.868811 (lr=2.0000e-04) (hash(x)=25506632)
+106 train 7.565693 (lr=2.0000e-04) (hash(x)=21675672)
+107 train 7.671861 (lr=2.0000e-04) (hash(x)=22897919)
+108 train 7.702774 (lr=2.0000e-04) (hash(x)=23321631)
+109 train 7.879997 (lr=2.0000e-04) (hash(x)=26546719)
+110 train 8.973731 (lr=2.0000e-04) (hash(x)=31962348)
+111 train 8.229501 (lr=2.0000e-04) (hash(x)=30338342)
+112 train 7.786464 (lr=2.0000e-04) (hash(x)=23724471)
+113 train 7.956477 (lr=2.0000e-04) (hash(x)=29175888)
+114 train 7.925084 (lr=2.0000e-04) (hash(x)=23256716)
+115 train 8.037518 (lr=2.0000e-04) (hash(x)=27063280)
+116 train 8.073931 (lr=2.0000e-04) (hash(x)=31057659)
+117 train 8.275187 (lr=2.0000e-04) (hash(x)=32915097)
+118 train 8.086412 (lr=2.0000e-04) (hash(x)=28842717)
+119 train 7.795683 (lr=2.0000e-04) (hash(x)=25678059)
+120 train 7.670078 (lr=2.0000e-04) (hash(x)=21593510)
+121 train 7.589887 (lr=2.0000e-04) (hash(x)=20083773)
+122 train 7.781844 (lr=2.0000e-04) (hash(x)=23002820)
+123 train 7.606845 (lr=2.0000e-04) (hash(x)=21853028)
+124 train 7.859136 (lr=2.0000e-04) (hash(x)=26985625)
+125 train 7.623619 (lr=2.0000e-04) (hash(x)=21808483)
+126 train 8.001448 (lr=2.0000e-04) (hash(x)=28873251)
+127 train 7.838223 (lr=2.0000e-04) (hash(x)=26109335)
+128 train 8.043677 (lr=2.0000e-04) (hash(x)=26334674)
+129 train 7.907156 (lr=2.0000e-04) (hash(x)=24916754)
+130 train 7.848676 (lr=2.0000e-04) (hash(x)=25449624)
+131 train 7.934541 (lr=2.0000e-04) (hash(x)=25334848)
+132 train 8.259540 (lr=2.0000e-04) (hash(x)=27484863)
+133 train 7.774315 (lr=2.0000e-04) (hash(x)=24917705)
+134 train 7.734987 (lr=2.0000e-04) (hash(x)=25143449)
+135 train 7.748910 (lr=2.0000e-04) (hash(x)=25044885)
+136 train 7.942389 (lr=2.0000e-04) (hash(x)=27821028)
+137 train 7.937830 (lr=2.0000e-04) (hash(x)=28747022)
+138 train 7.894891 (lr=2.0000e-04) (hash(x)=27182888)
+139 train 7.706525 (lr=2.0000e-04) (hash(x)=23678349)
+140 train 7.839935 (lr=2.0000e-04) (hash(x)=23593235)
+141 train 8.136707 (lr=2.0000e-04) (hash(x)=28529813)
+142 train 8.443952 (lr=2.0000e-04) (hash(x)=32074661)
+143 train 8.028615 (lr=2.0000e-04) (hash(x)=28870690)
+144 train 7.999354 (lr=2.0000e-04) (hash(x)=27307705)
+145 train 7.849327 (lr=2.0000e-04) (hash(x)=25044834)
+146 train 7.881618 (lr=2.0000e-04) (hash(x)=23712023)
+147 train 8.369275 (lr=2.0000e-04) (hash(x)=32982615)
+148 train 8.131591 (lr=2.0000e-04) (hash(x)=30113660)
+149 train 7.591124 (lr=2.0000e-04) (hash(x)=20970960)
+150 val loss 7.8012
+150 val perplexity 2443.4541
+150 train 7.788014 (lr=2.0000e-04) (hash(x)=23132684)
+151 train 9.538243 (lr=2.0000e-04) (hash(x)=35279941)
+152 train 8.684390 (lr=2.0000e-04) (hash(x)=31227444)
+153 train 7.719102 (lr=2.0000e-04) (hash(x)=25529472)
+154 train 7.793415 (lr=2.0000e-04) (hash(x)=24350409)
+155 train 8.135276 (lr=2.0000e-04) (hash(x)=26400041)
+156 train 7.827080 (lr=2.0000e-04) (hash(x)=25262621)
+157 train 7.861970 (lr=2.0000e-04) (hash(x)=24656138)
+158 train 8.087634 (lr=2.0000e-04) (hash(x)=26803414)
+159 train 7.941270 (lr=2.0000e-04) (hash(x)=25015923)
+160 train 7.681702 (lr=2.0000e-04) (hash(x)=23581172)
+161 train 7.782912 (lr=2.0000e-04) (hash(x)=22924885)
+162 train 7.732736 (lr=2.0000e-04) (hash(x)=23414296)
+163 train 7.947841 (lr=2.0000e-04) (hash(x)=24853586)
+164 train 7.969022 (lr=2.0000e-04) (hash(x)=25000130)
+165 train 7.900537 (lr=2.0000e-04) (hash(x)=27004780)
+166 train 7.851424 (lr=2.0000e-04) (hash(x)=26148573)
+167 train 7.816463 (lr=2.0000e-04) (hash(x)=26740855)
+168 train 7.436113 (lr=2.0000e-04) (hash(x)=20965419)
+169 train 7.724412 (lr=2.0000e-04) (hash(x)=23950114)
+170 train 7.684193 (lr=2.0000e-04) (hash(x)=24951982)
+171 train 7.809326 (lr=2.0000e-04) (hash(x)=24584116)
+172 train 7.789896 (lr=2.0000e-04) (hash(x)=24378759)
+173 train 7.752883 (lr=2.0000e-04) (hash(x)=25718516)
+174 train 7.925186 (lr=2.0000e-04) (hash(x)=28424396)
+175 train 7.699459 (lr=2.0000e-04) (hash(x)=22262151)
+176 train 7.927818 (lr=2.0000e-04) (hash(x)=26438412)
+177 train 7.681499 (lr=2.0000e-04) (hash(x)=23025303)
+178 train 7.701381 (lr=2.0000e-04) (hash(x)=24190770)
+179 train 7.903382 (lr=2.0000e-04) (hash(x)=26627860)
+180 train 7.681444 (lr=2.0000e-04) (hash(x)=23663439)
+181 train 7.559503 (lr=2.0000e-04) (hash(x)=23700532)
+182 train 7.615692 (lr=2.0000e-04) (hash(x)=23075676)
+183 train 7.857357 (lr=2.0000e-04) (hash(x)=26621834)
+184 train 7.919611 (lr=2.0000e-04) (hash(x)=29426269)
+185 train 7.561399 (lr=2.0000e-04) (hash(x)=21821465)
+186 train 7.812226 (lr=2.0000e-04) (hash(x)=26506130)
+187 train 8.063497 (lr=2.0000e-04) (hash(x)=26930630)
+188 train 7.585397 (lr=2.0000e-04) (hash(x)=22993793)
+189 train 7.448427 (lr=2.0000e-04) (hash(x)=19557946)
+190 train 7.784132 (lr=2.0000e-04) (hash(x)=23572891)
+191 train 7.617153 (lr=2.0000e-04) (hash(x)=23234741)
+192 train 7.688034 (lr=2.0000e-04) (hash(x)=25547951)
+193 train 7.836385 (lr=2.0000e-04) (hash(x)=26713563)
+194 train 7.817964 (lr=2.0000e-04) (hash(x)=25913622)
+195 train 8.026174 (lr=2.0000e-04) (hash(x)=28102443)
+196 train 7.698566 (lr=2.0000e-04) (hash(x)=23093351)
+197 train 8.436553 (lr=2.0000e-04) (hash(x)=31689122)
+198 train 8.325373 (lr=2.0000e-04) (hash(x)=32252517)
+199 train 7.854455 (lr=2.0000e-04) (hash(x)=25470563)
+200 val loss 7.7799
+200 val perplexity 2392.0757
+200 train 7.857159 (lr=2.0000e-04) (hash(x)=25597614)
+201 train 7.943083 (lr=2.0000e-04) (hash(x)=23757479)
+202 train 7.737441 (lr=2.0000e-04) (hash(x)=25140048)
+203 train 7.942882 (lr=2.0000e-04) (hash(x)=28282861)
+204 train 7.710233 (lr=2.0000e-04) (hash(x)=24754885)
+205 train 7.918162 (lr=2.0000e-04) (hash(x)=26731964)
+206 train 8.027341 (lr=2.0000e-04) (hash(x)=26660561)
+207 train 7.570977 (lr=2.0000e-04) (hash(x)=21799102)
+208 train 7.822927 (lr=2.0000e-04) (hash(x)=27025986)
+209 train 7.641522 (lr=2.0000e-04) (hash(x)=24672077)
+210 train 7.740761 (lr=2.0000e-04) (hash(x)=25322984)
+211 train 7.608211 (lr=2.0000e-04) (hash(x)=23471769)
+212 train 7.450315 (lr=2.0000e-04) (hash(x)=20766491)
+213 train 7.957134 (lr=2.0000e-04) (hash(x)=24058931)
+214 train 7.617616 (lr=2.0000e-04) (hash(x)=23872843)
+215 train 7.680266 (lr=2.0000e-04) (hash(x)=23275479)
+216 train 7.786278 (lr=2.0000e-04) (hash(x)=24914695)
+217 train 7.669629 (lr=2.0000e-04) (hash(x)=24364396)
+218 train 7.925068 (lr=2.0000e-04) (hash(x)=27986474)
+219 train 7.810814 (lr=2.0000e-04) (hash(x)=24473581)
+220 train 7.746120 (lr=2.0000e-04) (hash(x)=22974689)
+221 train 7.824373 (lr=2.0000e-04) (hash(x)=23774644)
+222 train 7.764885 (lr=2.0000e-04) (hash(x)=23245327)
+223 train 7.580952 (lr=2.0000e-04) (hash(x)=22091862)
+224 train 7.668771 (lr=2.0000e-04) (hash(x)=24362839)
+225 train 7.803334 (lr=2.0000e-04) (hash(x)=25482303)
+226 train 7.866574 (lr=2.0000e-04) (hash(x)=24911853)
+227 train 7.878866 (lr=2.0000e-04) (hash(x)=26018202)
+228 train 7.691636 (lr=2.0000e-04) (hash(x)=26124495)
+229 train 7.798399 (lr=2.0000e-04) (hash(x)=24560096)
+230 train 7.756929 (lr=2.0000e-04) (hash(x)=24695331)
+231 train 7.490460 (lr=2.0000e-04) (hash(x)=17430373)
+232 train 7.529236 (lr=2.0000e-04) (hash(x)=21813345)
+233 train 7.177528 (lr=2.0000e-04) (hash(x)=20098681)
+234 train 7.504816 (lr=2.0000e-04) (hash(x)=25095928)
+235 train 7.636497 (lr=2.0000e-04) (hash(x)=24078083)
+236 train 7.644263 (lr=2.0000e-04) (hash(x)=22901505)
+237 train 7.866303 (lr=2.0000e-04) (hash(x)=26595592)
+238 train 7.794394 (lr=2.0000e-04) (hash(x)=27663196)
+239 train 7.575397 (lr=2.0000e-04) (hash(x)=22954861)
+240 train 8.014256 (lr=2.0000e-04) (hash(x)=30159234)
+241 train 7.902253 (lr=2.0000e-04) (hash(x)=29294271)
+242 train 7.848224 (lr=2.0000e-04) (hash(x)=23728322)
+243 train 7.878961 (lr=2.0000e-04) (hash(x)=28695016)
+244 train 8.014457 (lr=2.0000e-04) (hash(x)=26702728)
+245 train 7.836002 (lr=2.0000e-04) (hash(x)=27100115)
+246 train 7.723329 (lr=2.0000e-04) (hash(x)=25082752)
+247 train 8.082801 (lr=2.0000e-04) (hash(x)=26671799)
+248 train 7.748865 (lr=2.0000e-04) (hash(x)=23718946)
+249 train 7.992352 (lr=2.0000e-04) (hash(x)=28137394)
+250 val loss 7.7489
+250 val perplexity 2319.0786
+250 train 8.005402 (lr=2.0000e-04) (hash(x)=23893495)
+251 train 7.764804 (lr=2.0000e-04) (hash(x)=23166092)
+252 train 7.782199 (lr=2.0000e-04) (hash(x)=25907665)
+253 train 7.772689 (lr=2.0000e-04) (hash(x)=25885986)
+254 train 7.769207 (lr=2.0000e-04) (hash(x)=25262712)
+255 train 7.763416 (lr=2.0000e-04) (hash(x)=26924723)
+256 train 7.927583 (lr=2.0000e-04) (hash(x)=28744736)
+257 train 7.697485 (lr=2.0000e-04) (hash(x)=26140590)
+258 train 7.912932 (lr=2.0000e-04) (hash(x)=25780449)
+259 train 7.737813 (lr=2.0000e-04) (hash(x)=25138659)
+260 train 8.045924 (lr=2.0000e-04) (hash(x)=27244046)
+261 train 7.893021 (lr=2.0000e-04) (hash(x)=27224685)
+262 train 8.181784 (lr=2.0000e-04) (hash(x)=28274477)
+263 train 7.662740 (lr=2.0000e-04) (hash(x)=23557495)
+264 train 7.761812 (lr=2.0000e-04) (hash(x)=24680596)
+265 train 7.762195 (lr=2.0000e-04) (hash(x)=23928957)
+266 train 7.721925 (lr=2.0000e-04) (hash(x)=23761390)
+267 train 7.675594 (lr=2.0000e-04) (hash(x)=25288123)
+268 train 7.934471 (lr=2.0000e-04) (hash(x)=28705502)
+269 train 7.502960 (lr=2.0000e-04) (hash(x)=23246294)
+270 train 7.581624 (lr=2.0000e-04) (hash(x)=28639079)
+271 train 7.488834 (lr=2.0000e-04) (hash(x)=27804380)
+272 train 7.695683 (lr=2.0000e-04) (hash(x)=24172235)
+273 train 7.775024 (lr=2.0000e-04) (hash(x)=23089140)
+274 train 7.966052 (lr=2.0000e-04) (hash(x)=27163701)
+275 train 8.059051 (lr=2.0000e-04) (hash(x)=26993263)
+276 train 7.810236 (lr=2.0000e-04) (hash(x)=28224233)
+277 train 8.102455 (lr=2.0000e-04) (hash(x)=27397203)
+278 train 8.036535 (lr=2.0000e-04) (hash(x)=27923882)
+279 train 7.848993 (lr=2.0000e-04) (hash(x)=26654908)
+280 train 7.833824 (lr=2.0000e-04) (hash(x)=24213147)
+281 train 7.523766 (lr=2.0000e-04) (hash(x)=21965022)
+282 train 7.657190 (lr=2.0000e-04) (hash(x)=25465685)
+283 train 7.895902 (lr=2.0000e-04) (hash(x)=27347722)
+284 train 7.909373 (lr=2.0000e-04) (hash(x)=26732050)
+285 train 8.074965 (lr=2.0000e-04) (hash(x)=28314127)
+286 train 7.576735 (lr=2.0000e-04) (hash(x)=21471186)
+287 train 7.539073 (lr=2.0000e-04) (hash(x)=23627518)
+288 train 7.526273 (lr=2.0000e-04) (hash(x)=20870353)
+289 train 7.652772 (lr=2.0000e-04) (hash(x)=25024764)
+290 train 7.465881 (lr=2.0000e-04) (hash(x)=20683822)
+291 train 7.790787 (lr=2.0000e-04) (hash(x)=21768671)
+292 train 7.812512 (lr=2.0000e-04) (hash(x)=25557309)
+293 train 7.993184 (lr=2.0000e-04) (hash(x)=25076667)
+294 train 7.599167 (lr=2.0000e-04) (hash(x)=23765822)
+295 train 7.577655 (lr=2.0000e-04) (hash(x)=21889990)
+296 train 7.762866 (lr=2.0000e-04) (hash(x)=26339893)
+297 train 7.443489 (lr=2.0000e-04) (hash(x)=20932794)
+298 train 7.582977 (lr=2.0000e-04) (hash(x)=21750070)
+299 train 7.782901 (lr=2.0000e-04) (hash(x)=23665838)
+300 val loss 7.7323
+300 val perplexity 2280.8176
+300 train 8.570812 (lr=2.0000e-04) (hash(x)=32888061)
+301 train 8.335620 (lr=2.0000e-04) (hash(x)=30223582)
+302 train 8.025205 (lr=2.0000e-04) (hash(x)=26908418)
+303 train 7.356589 (lr=2.0000e-04) (hash(x)=22528001)
+304 train 7.929696 (lr=2.0000e-04) (hash(x)=27452187)
+305 train 7.750397 (lr=2.0000e-04) (hash(x)=25181641)
+306 train 7.819011 (lr=2.0000e-04) (hash(x)=25546593)
+307 train 7.798612 (lr=2.0000e-04) (hash(x)=22487328)
+308 train 7.987596 (lr=2.0000e-04) (hash(x)=27804274)
+309 train 8.036697 (lr=2.0000e-04) (hash(x)=26544630)
+310 train 8.183345 (lr=2.0000e-04) (hash(x)=27738934)
+311 train 7.977834 (lr=2.0000e-04) (hash(x)=29248942)
+312 train 7.729142 (lr=2.0000e-04) (hash(x)=25103452)
+313 train 7.975411 (lr=2.0000e-04) (hash(x)=25052066)
+314 train 7.781874 (lr=2.0000e-04) (hash(x)=24481302)
+315 train 7.726460 (lr=2.0000e-04) (hash(x)=23543273)
+316 train 7.687995 (lr=2.0000e-04) (hash(x)=25608244)
+317 train 7.903104 (lr=2.0000e-04) (hash(x)=27451288)
+318 train 7.524158 (lr=2.0000e-04) (hash(x)=22806491)
+319 train 7.724364 (lr=2.0000e-04) (hash(x)=25533417)
+320 train 7.737219 (lr=2.0000e-04) (hash(x)=24557997)
+321 train 7.804718 (lr=2.0000e-04) (hash(x)=24432899)
+322 train 8.062499 (lr=2.0000e-04) (hash(x)=27583287)
+323 train 8.023732 (lr=2.0000e-04) (hash(x)=25552036)
+324 train 7.692165 (lr=2.0000e-04) (hash(x)=24201868)
+325 train 7.998924 (lr=2.0000e-04) (hash(x)=28149782)
+326 train 7.764917 (lr=2.0000e-04) (hash(x)=25529698)
+327 train 7.404692 (lr=2.0000e-04) (hash(x)=20612533)
+328 train 7.431118 (lr=2.0000e-04) (hash(x)=20699000)
+329 train 7.357263 (lr=2.0000e-04) (hash(x)=19774173)
+330 train 7.391618 (lr=2.0000e-04) (hash(x)=21681646)
+331 train 7.258251 (lr=2.0000e-04) (hash(x)=20216795)
+332 train 8.090873 (lr=2.0000e-04) (hash(x)=27697998)
+333 train 7.792553 (lr=2.0000e-04) (hash(x)=25896435)
+334 train 7.665217 (lr=2.0000e-04) (hash(x)=21585310)
+335 train 7.739007 (lr=2.0000e-04) (hash(x)=24677740)
+336 train 7.597705 (lr=2.0000e-04) (hash(x)=22027900)
+337 train 7.619488 (lr=2.0000e-04) (hash(x)=21835643)
+338 train 7.482385 (lr=2.0000e-04) (hash(x)=20558462)
+339 train 7.316659 (lr=2.0000e-04) (hash(x)=16722715)
+340 train 7.521842 (lr=2.0000e-04) (hash(x)=20972655)
+341 train 8.039563 (lr=2.0000e-04) (hash(x)=26303975)
+342 train 7.766078 (lr=2.0000e-04) (hash(x)=22938170)
+343 train 7.821552 (lr=2.0000e-04) (hash(x)=25347203)
+344 train 7.764822 (lr=2.0000e-04) (hash(x)=27398686)
+345 train 7.762695 (lr=2.0000e-04) (hash(x)=25973417)
+346 train 7.770719 (lr=2.0000e-04) (hash(x)=26918389)
+347 train 7.754897 (lr=2.0000e-04) (hash(x)=24272489)
+348 train 7.835001 (lr=2.0000e-04) (hash(x)=25593714)
+349 train 7.845325 (lr=2.0000e-04) (hash(x)=29260846)
+350 val loss 7.8034
+350 val perplexity 2448.9038
+350 train 7.922148 (lr=2.0000e-04) (hash(x)=27951602)
+351 train 8.021085 (lr=2.0000e-04) (hash(x)=28922363)
+352 train 7.904500 (lr=2.0000e-04) (hash(x)=27210734)
+353 train 8.011321 (lr=2.0000e-04) (hash(x)=26322572)
+354 train 7.790882 (lr=2.0000e-04) (hash(x)=27084665)
+355 train 7.673200 (lr=2.0000e-04) (hash(x)=25510798)
+356 train 7.800682 (lr=2.0000e-04) (hash(x)=24970921)
+357 train 7.797709 (lr=2.0000e-04) (hash(x)=24138948)
+358 train 7.689973 (lr=2.0000e-04) (hash(x)=24790211)
+359 train 7.785816 (lr=2.0000e-04) (hash(x)=25631397)
+360 train 7.632727 (lr=2.0000e-04) (hash(x)=23226625)
+361 train 7.694758 (lr=2.0000e-04) (hash(x)=24001903)
+362 train 7.652867 (lr=2.0000e-04) (hash(x)=24587948)
+363 train 7.358810 (lr=2.0000e-04) (hash(x)=21333676)
+364 train 7.238421 (lr=2.0000e-04) (hash(x)=23673779)
+365 train 8.812903 (lr=2.0000e-04) (hash(x)=30770484)
+366 train 7.869431 (lr=2.0000e-04) (hash(x)=26564899)
+367 train 7.830434 (lr=2.0000e-04) (hash(x)=26237983)
+368 train 7.517450 (lr=2.0000e-04) (hash(x)=23764356)
+369 train 7.909719 (lr=2.0000e-04) (hash(x)=26205744)
+370 train 7.582971 (lr=2.0000e-04) (hash(x)=19208770)
+371 train 7.861995 (lr=2.0000e-04) (hash(x)=25976502)
+372 train 7.699652 (lr=2.0000e-04) (hash(x)=23983933)
+373 train 7.647765 (lr=2.0000e-04) (hash(x)=24080636)
+374 train 7.787045 (lr=2.0000e-04) (hash(x)=24404047)
+375 train 7.720877 (lr=2.0000e-04) (hash(x)=24742645)
+376 train 7.780389 (lr=2.0000e-04) (hash(x)=24159600)
+377 train 7.999782 (lr=2.0000e-04) (hash(x)=28677257)
+378 train 7.723032 (lr=2.0000e-04) (hash(x)=25604111)
+379 train 7.666799 (lr=2.0000e-04) (hash(x)=27086333)
+380 train 7.650404 (lr=2.0000e-04) (hash(x)=25188207)
+381 train 7.881985 (lr=2.0000e-04) (hash(x)=27855233)
+382 train 7.432654 (lr=2.0000e-04) (hash(x)=19470039)
+383 train 7.724568 (lr=2.0000e-04) (hash(x)=26157660)
+384 train 7.682157 (lr=2.0000e-04) (hash(x)=25291570)
+385 train 7.661301 (lr=2.0000e-04) (hash(x)=25046062)
+386 train 7.940604 (lr=2.0000e-04) (hash(x)=27020337)
+387 train 7.568893 (lr=2.0000e-04) (hash(x)=23616370)
+388 train 7.229585 (lr=2.0000e-04) (hash(x)=19113218)
+389 train 7.576974 (lr=2.0000e-04) (hash(x)=24302232)
+390 train 7.597667 (lr=2.0000e-04) (hash(x)=22188949)
+391 train 7.423570 (lr=2.0000e-04) (hash(x)=22582169)
+392 train 7.630872 (lr=2.0000e-04) (hash(x)=24700570)
+393 train 7.525940 (lr=2.0000e-04) (hash(x)=22773833)
+394 train 7.389221 (lr=2.0000e-04) (hash(x)=21875928)
+395 train 7.680689 (lr=2.0000e-04) (hash(x)=26233189)
+396 train 7.507090 (lr=2.0000e-04) (hash(x)=24321467)
+397 train 7.819833 (lr=2.0000e-04) (hash(x)=26431507)
+398 train 7.898893 (lr=2.0000e-04) (hash(x)=28690877)
+399 train 7.850183 (lr=2.0000e-04) (hash(x)=26431960)
+400 val loss 7.7277
+400 val perplexity 2270.4854
+400 train 7.694795 (lr=2.0000e-04) (hash(x)=24580300)
+401 train 7.671182 (lr=2.0000e-04) (hash(x)=25112360)
+402 train 7.772373 (lr=2.0000e-04) (hash(x)=27597243)
+403 train 8.251276 (lr=2.0000e-04) (hash(x)=30707498)
+404 train 7.908728 (lr=2.0000e-04) (hash(x)=28485465)
+405 train 7.527040 (lr=2.0000e-04) (hash(x)=22586447)
+406 train 7.680518 (lr=2.0000e-04) (hash(x)=23175270)
+407 train 7.757330 (lr=2.0000e-04) (hash(x)=25716176)
+408 train 7.827765 (lr=2.0000e-04) (hash(x)=26861373)
+409 train 7.950705 (lr=2.0000e-04) (hash(x)=25118971)
+410 train 7.469977 (lr=2.0000e-04) (hash(x)=19829066)
+411 train 7.581195 (lr=2.0000e-04) (hash(x)=26256420)
+412 train 7.895322 (lr=2.0000e-04) (hash(x)=27796153)
+413 train 7.633075 (lr=2.0000e-04) (hash(x)=22633318)
+414 train 7.638153 (lr=2.0000e-04) (hash(x)=22589383)
+415 train 8.066113 (lr=2.0000e-04) (hash(x)=28019788)
+416 train 8.010798 (lr=2.0000e-04) (hash(x)=28970440)
+417 train 7.689985 (lr=2.0000e-04) (hash(x)=27396089)
+418 train 7.705326 (lr=2.0000e-04) (hash(x)=21183513)
+419 train 7.704855 (lr=2.0000e-04) (hash(x)=23510110)
+420 train 7.858331 (lr=2.0000e-04) (hash(x)=28833467)
+421 train 7.754631 (lr=2.0000e-04) (hash(x)=23646926)
+422 train 7.679516 (lr=2.0000e-04) (hash(x)=24697272)
+423 train 7.448457 (lr=2.0000e-04) (hash(x)=20382963)
+424 train 7.473511 (lr=2.0000e-04) (hash(x)=23467595)
+425 train 7.655384 (lr=2.0000e-04) (hash(x)=24304768)
+426 train 7.584457 (lr=2.0000e-04) (hash(x)=21392328)
+427 train 7.592388 (lr=2.0000e-04) (hash(x)=25339466)
+428 train 7.556149 (lr=2.0000e-04) (hash(x)=22092542)
+429 train 7.645297 (lr=2.0000e-04) (hash(x)=22088696)
+430 train 7.543083 (lr=2.0000e-04) (hash(x)=22184471)
+431 train 7.659781 (lr=2.0000e-04) (hash(x)=24489647)
+432 train 7.667911 (lr=2.0000e-04) (hash(x)=26794132)
+433 train 7.434483 (lr=2.0000e-04) (hash(x)=22940357)
+434 train 7.665223 (lr=2.0000e-04) (hash(x)=23719522)
+435 train 7.490672 (lr=2.0000e-04) (hash(x)=22927699)
+436 train 7.643325 (lr=2.0000e-04) (hash(x)=26068576)
+437 train 7.840283 (lr=2.0000e-04) (hash(x)=27631132)
+438 train 7.694960 (lr=2.0000e-04) (hash(x)=26739991)
+439 train 7.771950 (lr=2.0000e-04) (hash(x)=25128502)
+440 train 7.801810 (lr=2.0000e-04) (hash(x)=25657260)
+441 train 7.566481 (lr=2.0000e-04) (hash(x)=23576982)
+442 train 7.817670 (lr=2.0000e-04) (hash(x)=27117886)
+443 train 7.729814 (lr=2.0000e-04) (hash(x)=25808969)
+444 train 7.644878 (lr=2.0000e-04) (hash(x)=24738238)
+445 train 7.683795 (lr=2.0000e-04) (hash(x)=23429962)
+446 train 7.830225 (lr=2.0000e-04) (hash(x)=25075165)
+447 train 7.645569 (lr=2.0000e-04) (hash(x)=25231390)
+448 train 7.466084 (lr=2.0000e-04) (hash(x)=22055054)
+449 train 7.713298 (lr=2.0000e-04) (hash(x)=25395441)
+450 val loss 7.6789
+450 val perplexity 2162.3477
+450 train 7.725516 (lr=2.0000e-04) (hash(x)=25863209)
+451 train 7.361357 (lr=2.0000e-04) (hash(x)=21154388)
+452 train 7.352940 (lr=2.0000e-04) (hash(x)=21600876)
+453 train 7.543686 (lr=2.0000e-04) (hash(x)=24278611)
+454 train 7.378570 (lr=2.0000e-04) (hash(x)=23221720)
+455 train 7.600061 (lr=2.0000e-04) (hash(x)=22708977)
+456 train 8.236029 (lr=2.0000e-04) (hash(x)=23637758)
+457 train 7.927515 (lr=2.0000e-04) (hash(x)=28228490)
+458 train 7.938243 (lr=2.0000e-04) (hash(x)=28638071)
+459 train 7.767392 (lr=2.0000e-04) (hash(x)=27258353)
+460 train 7.774331 (lr=2.0000e-04) (hash(x)=26604728)
+461 train 7.676645 (lr=2.0000e-04) (hash(x)=23252199)
+462 train 7.763593 (lr=2.0000e-04) (hash(x)=26441427)
+463 train 7.502639 (lr=2.0000e-04) (hash(x)=24364920)
+464 train 7.641463 (lr=2.0000e-04) (hash(x)=25623792)
+465 train 7.547652 (lr=2.0000e-04) (hash(x)=23283905)
+466 train 7.999320 (lr=2.0000e-04) (hash(x)=26025267)
+467 train 7.760078 (lr=2.0000e-04) (hash(x)=27243972)
+468 train 8.092433 (lr=2.0000e-04) (hash(x)=30449945)
+469 train 7.807596 (lr=2.0000e-04) (hash(x)=28113043)
+470 train 7.672467 (lr=2.0000e-04) (hash(x)=25182521)
+471 train 7.714962 (lr=2.0000e-04) (hash(x)=24932925)
+472 train 7.600434 (lr=2.0000e-04) (hash(x)=20353098)
+473 train 7.504098 (lr=2.0000e-04) (hash(x)=19001259)
+474 train 8.026264 (lr=2.0000e-04) (hash(x)=27585685)
+475 train 7.699047 (lr=2.0000e-04) (hash(x)=26371091)
+476 train 7.490356 (lr=2.0000e-04) (hash(x)=24891798)
+477 train 7.526186 (lr=2.0000e-04) (hash(x)=24258817)
+478 train 7.600111 (lr=2.0000e-04) (hash(x)=24330263)
+479 train 7.688724 (lr=2.0000e-04) (hash(x)=26913684)
+480 train 7.704404 (lr=2.0000e-04) (hash(x)=26338455)
+481 train 7.988306 (lr=2.0000e-04) (hash(x)=27753043)
+482 train 7.674279 (lr=2.0000e-04) (hash(x)=26123289)
+483 train 7.810351 (lr=2.0000e-04) (hash(x)=29239611)
+484 train 7.695900 (lr=2.0000e-04) (hash(x)=26553003)
+485 train 7.650795 (lr=2.0000e-04) (hash(x)=22984557)
+486 train 7.194635 (lr=2.0000e-04) (hash(x)=16947491)
+487 train 7.215778 (lr=2.0000e-04) (hash(x)=18017792)
+488 train 7.354206 (lr=2.0000e-04) (hash(x)=19918608)
+489 train 7.907721 (lr=2.0000e-04) (hash(x)=23374526)
+490 train 7.704122 (lr=2.0000e-04) (hash(x)=25009505)
+491 train 7.671140 (lr=2.0000e-04) (hash(x)=27574089)
+492 train 7.843150 (lr=2.0000e-04) (hash(x)=24122664)
+493 train 7.714729 (lr=2.0000e-04) (hash(x)=26154906)
+494 train 7.639595 (lr=2.0000e-04) (hash(x)=25192767)
+495 train 7.765438 (lr=2.0000e-04) (hash(x)=28613882)
+496 train 7.689029 (lr=2.0000e-04) (hash(x)=23547219)
+497 train 7.694692 (lr=2.0000e-04) (hash(x)=25272182)
+498 train 7.563655 (lr=2.0000e-04) (hash(x)=24992761)
+499 train 7.793069 (lr=2.0000e-04) (hash(x)=26981914)
+500 val loss 7.6918
+500 val perplexity 2190.4131
+500 train 7.601927 (lr=2.0000e-04) (hash(x)=22051933)
+501 train 7.787330 (lr=2.0000e-04) (hash(x)=24232348)
+502 train 7.731467 (lr=2.0000e-04) (hash(x)=23158331)
+503 train 7.562379 (lr=2.0000e-04) (hash(x)=22652243)
+504 train 7.591264 (lr=2.0000e-04) (hash(x)=23805602)
+505 train 7.926015 (lr=2.0000e-04) (hash(x)=25411991)
+506 train 7.306725 (lr=2.0000e-04) (hash(x)=18827215)
+507 train 7.035657 (lr=2.0000e-04) (hash(x)=15446025)
+508 train 7.328068 (lr=2.0000e-04) (hash(x)=20516263)
+509 train 7.765152 (lr=2.0000e-04) (hash(x)=27846176)
+510 train 7.454916 (lr=2.0000e-04) (hash(x)=23342449)
+511 train 7.746500 (lr=2.0000e-04) (hash(x)=27194521)
+512 train 7.534684 (lr=2.0000e-04) (hash(x)=23008284)
+513 train 8.011886 (lr=2.0000e-04) (hash(x)=29430001)
+514 train 7.296165 (lr=2.0000e-04) (hash(x)=22579319)
+515 train 7.379898 (lr=2.0000e-04) (hash(x)=25264518)
+516 train 7.702901 (lr=2.0000e-04) (hash(x)=25359075)
+517 train 7.710207 (lr=2.0000e-04) (hash(x)=25568956)
+518 train 8.008369 (lr=2.0000e-04) (hash(x)=32004108)
+519 train 7.633304 (lr=2.0000e-04) (hash(x)=24936836)
+520 train 7.770314 (lr=2.0000e-04) (hash(x)=27263338)
+521 train 7.815808 (lr=2.0000e-04) (hash(x)=27452099)
+522 train 7.687549 (lr=2.0000e-04) (hash(x)=25965406)
+523 train 7.924481 (lr=2.0000e-04) (hash(x)=28197282)
+524 train 7.622380 (lr=2.0000e-04) (hash(x)=22466209)
+525 train 7.630479 (lr=2.0000e-04) (hash(x)=22931889)
+526 train 7.761722 (lr=2.0000e-04) (hash(x)=26903920)
+527 train 7.691329 (lr=2.0000e-04) (hash(x)=24765578)
+528 train 7.788769 (lr=2.0000e-04) (hash(x)=27811359)
+529 train 7.560068 (lr=2.0000e-04) (hash(x)=25078649)
+530 train 7.750107 (lr=2.0000e-04) (hash(x)=25572416)
+531 train 7.858881 (lr=2.0000e-04) (hash(x)=27448185)
+532 train 7.902194 (lr=2.0000e-04) (hash(x)=25923719)
+533 train 7.702083 (lr=2.0000e-04) (hash(x)=24804856)
+534 train 7.872276 (lr=2.0000e-04) (hash(x)=23207829)
+535 train 7.744653 (lr=2.0000e-04) (hash(x)=23107416)
+536 train 7.551939 (lr=2.0000e-04) (hash(x)=26739531)
+537 train 7.576991 (lr=2.0000e-04) (hash(x)=24960796)
+538 train 7.706566 (lr=2.0000e-04) (hash(x)=24667802)
+539 train 7.811340 (lr=2.0000e-04) (hash(x)=26755138)
+540 train 7.686261 (lr=2.0000e-04) (hash(x)=25537132)
+541 train 7.596173 (lr=2.0000e-04) (hash(x)=24542526)
+542 train 7.412116 (lr=2.0000e-04) (hash(x)=21296355)
+543 train 7.968946 (lr=2.0000e-04) (hash(x)=29314255)
+544 train 7.692408 (lr=2.0000e-04) (hash(x)=26001799)
+545 train 7.727910 (lr=2.0000e-04) (hash(x)=27347755)
+546 train 7.721228 (lr=2.0000e-04) (hash(x)=25107798)
+547 train 7.492538 (lr=2.0000e-04) (hash(x)=22112669)
+548 train 7.460316 (lr=2.0000e-04) (hash(x)=21897967)
+549 train 7.587570 (lr=2.0000e-04) (hash(x)=25161929)
+550 val loss 7.6396
+550 val perplexity 2078.9780
+550 train 7.532108 (lr=2.0000e-04) (hash(x)=27465106)
+551 train 7.643012 (lr=2.0000e-04) (hash(x)=24013079)
+552 train 7.551695 (lr=2.0000e-04) (hash(x)=23142015)
+553 train 7.697204 (lr=2.0000e-04) (hash(x)=26768629)
+554 train 7.668164 (lr=2.0000e-04) (hash(x)=26393383)
+555 train 7.560529 (lr=2.0000e-04) (hash(x)=22537194)
+556 train 7.833316 (lr=2.0000e-04) (hash(x)=24046036)
+557 train 7.747504 (lr=2.0000e-04) (hash(x)=24974360)
+558 train 7.961788 (lr=2.0000e-04) (hash(x)=28379928)
+559 train 7.660568 (lr=2.0000e-04) (hash(x)=25322001)
+560 train 7.779977 (lr=2.0000e-04) (hash(x)=26622031)
+561 train 7.413771 (lr=2.0000e-04) (hash(x)=20562247)
+562 train 7.830618 (lr=2.0000e-04) (hash(x)=27381885)
+563 train 7.957087 (lr=2.0000e-04) (hash(x)=27028126)
+564 train 7.785916 (lr=2.0000e-04) (hash(x)=28882928)
+565 train 7.667134 (lr=2.0000e-04) (hash(x)=25666355)
+566 train 7.851230 (lr=2.0000e-04) (hash(x)=24330810)
+567 train 7.740681 (lr=2.0000e-04) (hash(x)=26690440)
+568 train 7.600627 (lr=2.0000e-04) (hash(x)=22923592)
+569 train 7.686721 (lr=2.0000e-04) (hash(x)=27348418)
+570 train 7.769789 (lr=2.0000e-04) (hash(x)=28849848)
+571 train 7.744739 (lr=2.0000e-04) (hash(x)=26967331)
+572 train 7.557817 (lr=2.0000e-04) (hash(x)=22831467)
+573 train 7.629074 (lr=2.0000e-04) (hash(x)=24765121)
+574 train 7.618641 (lr=2.0000e-04) (hash(x)=24331857)
+575 train 7.437950 (lr=2.0000e-04) (hash(x)=22598512)
+576 train 7.700354 (lr=2.0000e-04) (hash(x)=25149353)
+577 train 7.439703 (lr=2.0000e-04) (hash(x)=23725598)
+578 train 7.711599 (lr=2.0000e-04) (hash(x)=26449557)
+579 train 7.754878 (lr=2.0000e-04) (hash(x)=24697985)
+580 train 7.769116 (lr=2.0000e-04) (hash(x)=26923059)
+581 train 7.589220 (lr=2.0000e-04) (hash(x)=25201962)
+582 train 7.222565 (lr=2.0000e-04) (hash(x)=20931520)
+583 train 7.269540 (lr=2.0000e-04) (hash(x)=18473911)
+584 train 7.421487 (lr=2.0000e-04) (hash(x)=21306267)
+585 train 7.725795 (lr=2.0000e-04) (hash(x)=25982840)
+586 train 7.592957 (lr=2.0000e-04) (hash(x)=25364874)
+587 train 7.491330 (lr=2.0000e-04) (hash(x)=23172124)
+588 train 7.847702 (lr=2.0000e-04) (hash(x)=27876897)
+589 train 8.491393 (lr=2.0000e-04) (hash(x)=34646114)
+590 train 8.875378 (lr=2.0000e-04) (hash(x)=35153576)
+591 train 7.583080 (lr=2.0000e-04) (hash(x)=22322442)
+592 train 7.834727 (lr=2.0000e-04) (hash(x)=27907331)
+593 train 7.766294 (lr=2.0000e-04) (hash(x)=26211794)
+594 train 7.974430 (lr=2.0000e-04) (hash(x)=29291512)
+595 train 8.215936 (lr=2.0000e-04) (hash(x)=29659121)
+596 train 8.039508 (lr=2.0000e-04) (hash(x)=29674399)
+597 train 7.623111 (lr=2.0000e-04) (hash(x)=23538306)
+598 train 7.747440 (lr=2.0000e-04) (hash(x)=21991524)
+599 train 7.663985 (lr=2.0000e-04) (hash(x)=26324153)
+600 val loss 7.6273
+600 val perplexity 2053.5779
+600 train 7.589859 (lr=2.0000e-04) (hash(x)=23712082)
+601 train 7.646737 (lr=2.0000e-04) (hash(x)=24910403)
+602 train 7.594396 (lr=2.0000e-04) (hash(x)=26737205)
+603 train 7.766113 (lr=2.0000e-04) (hash(x)=26939970)
+604 train 7.629346 (lr=2.0000e-04) (hash(x)=27651943)
+605 train 7.986742 (lr=2.0000e-04) (hash(x)=27515446)
+606 train 7.847403 (lr=2.0000e-04) (hash(x)=26753129)
+607 train 7.518279 (lr=2.0000e-04) (hash(x)=23446058)
+608 train 7.832891 (lr=2.0000e-04) (hash(x)=27587849)
+609 train 7.738332 (lr=2.0000e-04) (hash(x)=25308253)
+610 train 7.760175 (lr=2.0000e-04) (hash(x)=26615098)
+611 train 7.780917 (lr=2.0000e-04) (hash(x)=29981801)
+612 train 7.872316 (lr=2.0000e-04) (hash(x)=29592345)
+613 train 7.901156 (lr=2.0000e-04) (hash(x)=23470413)
+614 train 7.794038 (lr=2.0000e-04) (hash(x)=24742370)
+615 train 7.778366 (lr=2.0000e-04) (hash(x)=24843741)
+616 train 7.661380 (lr=2.0000e-04) (hash(x)=25192548)
+617 train 7.758117 (lr=2.0000e-04) (hash(x)=27176996)
+618 train 7.615770 (lr=2.0000e-04) (hash(x)=23964552)
+619 train 7.569538 (lr=2.0000e-04) (hash(x)=22855363)
+620 train 7.561119 (lr=2.0000e-04) (hash(x)=26332996)
+621 train 7.352386 (lr=2.0000e-04) (hash(x)=22960957)
+622 train 7.704257 (lr=2.0000e-04) (hash(x)=22752597)
+623 train 7.603540 (lr=2.0000e-04) (hash(x)=23197102)
+624 train 8.139342 (lr=2.0000e-04) (hash(x)=27383319)
+625 train 7.629823 (lr=2.0000e-04) (hash(x)=26132276)
+626 train 7.530359 (lr=2.0000e-04) (hash(x)=19810497)
+627 train 7.620203 (lr=2.0000e-04) (hash(x)=25704919)
+628 train 7.776180 (lr=2.0000e-04) (hash(x)=27174264)
+629 train 7.877536 (lr=2.0000e-04) (hash(x)=22280814)
+630 train 8.569684 (lr=2.0000e-04) (hash(x)=24279448)
+631 train 8.049052 (lr=2.0000e-04) (hash(x)=23054940)
+632 train 8.136991 (lr=2.0000e-04) (hash(x)=23942400)
+633 train 8.338711 (lr=2.0000e-04) (hash(x)=24712416)
+634 train 8.040162 (lr=2.0000e-04) (hash(x)=24564658)
+635 train 7.912253 (lr=2.0000e-04) (hash(x)=24909904)
+636 train 7.859143 (lr=2.0000e-04) (hash(x)=23049534)
+637 train 7.862908 (lr=2.0000e-04) (hash(x)=24321591)
+638 train 7.610599 (lr=2.0000e-04) (hash(x)=26153298)
+639 train 7.646869 (lr=2.0000e-04) (hash(x)=27140757)
+640 train 7.390896 (lr=2.0000e-04) (hash(x)=25115907)
+641 train 7.451812 (lr=2.0000e-04) (hash(x)=26563770)
+642 train 7.693843 (lr=2.0000e-04) (hash(x)=28089252)
+643 train 7.584972 (lr=2.0000e-04) (hash(x)=25993110)
+644 train 7.506876 (lr=2.0000e-04) (hash(x)=25150008)
+645 train 7.790201 (lr=2.0000e-04) (hash(x)=28520222)
+646 train 7.483289 (lr=2.0000e-04) (hash(x)=21349943)
+647 train 7.481485 (lr=2.0000e-04) (hash(x)=25149419)
+648 train 7.712857 (lr=2.0000e-04) (hash(x)=25730641)
+649 train 7.873087 (lr=2.0000e-04) (hash(x)=26112813)
+650 val loss 7.6383
+650 val perplexity 2076.3013
+650 train 7.679106 (lr=2.0000e-04) (hash(x)=25907805)
+651 train 7.730638 (lr=2.0000e-04) (hash(x)=27623643)
+652 train 7.653582 (lr=2.0000e-04) (hash(x)=26484959)
+653 train 7.693361 (lr=2.0000e-04) (hash(x)=29199854)
+654 train 7.672728 (lr=2.0000e-04) (hash(x)=28369628)
+655 train 7.523879 (lr=2.0000e-04) (hash(x)=24727764)
+656 train 7.271211 (lr=2.0000e-04) (hash(x)=22610673)
+657 train 7.214934 (lr=2.0000e-04) (hash(x)=22667179)
+658 train 6.992171 (lr=2.0000e-04) (hash(x)=18477300)
+659 train 7.447270 (lr=2.0000e-04) (hash(x)=23155773)
+660 train 7.191293 (lr=2.0000e-04) (hash(x)=19461032)
+661 train 7.498142 (lr=2.0000e-04) (hash(x)=23453788)
+662 train 7.651892 (lr=2.0000e-04) (hash(x)=24543466)
+663 train 7.383400 (lr=2.0000e-04) (hash(x)=21935931)
+664 train 7.249668 (lr=2.0000e-04) (hash(x)=19910292)
+665 train 7.559909 (lr=2.0000e-04) (hash(x)=24481079)
+666 train 7.225343 (lr=2.0000e-04) (hash(x)=18922411)
+667 train 7.250568 (lr=2.0000e-04) (hash(x)=20054917)
+668 train 7.492616 (lr=2.0000e-04) (hash(x)=24850470)
+669 train 7.541777 (lr=2.0000e-04) (hash(x)=25907741)
+670 train 7.715277 (lr=2.0000e-04) (hash(x)=26873522)
+671 train 7.726654 (lr=2.0000e-04) (hash(x)=27606073)
+672 train 7.853096 (lr=2.0000e-04) (hash(x)=26209645)
+673 train 7.679433 (lr=2.0000e-04) (hash(x)=25202001)
+674 train 7.705369 (lr=2.0000e-04) (hash(x)=25569462)
+675 train 7.690477 (lr=2.0000e-04) (hash(x)=26534487)
+676 train 7.652776 (lr=2.0000e-04) (hash(x)=26455057)
+677 train 7.540977 (lr=2.0000e-04) (hash(x)=24095850)
+678 train 7.756716 (lr=2.0000e-04) (hash(x)=25287752)
+679 train 7.229951 (lr=2.0000e-04) (hash(x)=22450341)
+680 train 7.982675 (lr=2.0000e-04) (hash(x)=29004853)
+681 train 7.654509 (lr=2.0000e-04) (hash(x)=27993763)
+682 train 7.483665 (lr=2.0000e-04) (hash(x)=26382658)
+683 train 7.651517 (lr=2.0000e-04) (hash(x)=25013073)
+684 train 7.662108 (lr=2.0000e-04) (hash(x)=30595809)
+685 train 7.757383 (lr=2.0000e-04) (hash(x)=30934371)
+686 train 8.359084 (lr=2.0000e-04) (hash(x)=33060834)
+687 train 7.696861 (lr=2.0000e-04) (hash(x)=25945859)
+688 train 7.576929 (lr=2.0000e-04) (hash(x)=23375678)
+689 train 7.617241 (lr=2.0000e-04) (hash(x)=25218689)
+690 train 7.707765 (lr=2.0000e-04) (hash(x)=28127397)
+691 train 7.551708 (lr=2.0000e-04) (hash(x)=24418091)
+692 train 7.507024 (lr=2.0000e-04) (hash(x)=22761099)
+693 train 7.485918 (lr=2.0000e-04) (hash(x)=24615466)
+694 train 7.653324 (lr=2.0000e-04) (hash(x)=24699240)
+695 train 7.548740 (lr=2.0000e-04) (hash(x)=21613707)
+696 train 7.659195 (lr=2.0000e-04) (hash(x)=24977554)
+697 train 7.586788 (lr=2.0000e-04) (hash(x)=24348175)
+698 train 7.765579 (lr=2.0000e-04) (hash(x)=25102767)
+699 train 7.687269 (lr=2.0000e-04) (hash(x)=26386157)
+700 val loss 7.5927
+700 val perplexity 1983.6736
+700 train 7.611431 (lr=2.0000e-04) (hash(x)=26423460)
+701 train 7.558479 (lr=2.0000e-04) (hash(x)=25771047)
+702 train 7.573007 (lr=2.0000e-04) (hash(x)=26999875)
+703 train 7.562294 (lr=2.0000e-04) (hash(x)=24396519)
+704 train 7.548934 (lr=2.0000e-04) (hash(x)=22588122)
+705 train 7.849267 (lr=2.0000e-04) (hash(x)=25142399)
+706 train 7.566792 (lr=2.0000e-04) (hash(x)=20440214)
+707 train 7.472803 (lr=2.0000e-04) (hash(x)=23265507)
+708 train 7.578029 (lr=2.0000e-04) (hash(x)=24563470)
+709 train 7.467411 (lr=2.0000e-04) (hash(x)=22514858)
+710 train 7.825729 (lr=2.0000e-04) (hash(x)=26691212)
+711 train 7.868784 (lr=2.0000e-04) (hash(x)=29138828)
+712 train 7.822404 (lr=2.0000e-04) (hash(x)=28028528)
+713 train 7.712495 (lr=2.0000e-04) (hash(x)=20531210)
+714 train 7.551654 (lr=2.0000e-04) (hash(x)=25075352)
+715 train 7.595333 (lr=2.0000e-04) (hash(x)=24265353)
+716 train 7.703491 (lr=2.0000e-04) (hash(x)=24635726)
+717 train 7.567276 (lr=2.0000e-04) (hash(x)=24999726)
+718 train 7.731805 (lr=2.0000e-04) (hash(x)=27412910)
+719 train 7.513574 (lr=2.0000e-04) (hash(x)=24685515)
+720 train 7.566014 (lr=2.0000e-04) (hash(x)=23780329)
+721 train 7.422357 (lr=2.0000e-04) (hash(x)=25071701)
+722 train 7.551550 (lr=2.0000e-04) (hash(x)=23767130)
+723 train 7.528807 (lr=2.0000e-04) (hash(x)=24876269)
+724 train 7.627765 (lr=2.0000e-04) (hash(x)=26405773)
+725 train 8.058189 (lr=2.0000e-04) (hash(x)=31733180)
+726 train 7.231639 (lr=2.0000e-04) (hash(x)=21337509)
+727 train 7.357636 (lr=2.0000e-04) (hash(x)=22825749)
+728 train 7.755921 (lr=2.0000e-04) (hash(x)=28638695)
+729 train 7.630233 (lr=2.0000e-04) (hash(x)=26393943)
+730 train 7.765870 (lr=2.0000e-04) (hash(x)=27563583)
+731 train 7.339584 (lr=2.0000e-04) (hash(x)=21239652)
+732 train 7.425828 (lr=2.0000e-04) (hash(x)=23986428)
+733 train 7.403891 (lr=2.0000e-04) (hash(x)=24943881)
+734 train 7.931370 (lr=2.0000e-04) (hash(x)=29691448)
+735 train 7.877983 (lr=2.0000e-04) (hash(x)=28767869)
+736 train 7.543000 (lr=2.0000e-04) (hash(x)=23628188)
+737 train 7.828426 (lr=2.0000e-04) (hash(x)=29341482)
+738 train 7.673937 (lr=2.0000e-04) (hash(x)=30336570)
+739 train 7.613807 (lr=2.0000e-04) (hash(x)=25614301)
+740 train 7.498630 (lr=2.0000e-04) (hash(x)=24160500)
+741 train 7.701768 (lr=2.0000e-04) (hash(x)=26030058)
+742 train 8.044897 (lr=2.0000e-04) (hash(x)=29243936)
+743 train 7.361936 (lr=2.0000e-04) (hash(x)=21159060)
+744 train 7.489267 (lr=2.0000e-04) (hash(x)=23701853)
+745 train 7.673216 (lr=2.0000e-04) (hash(x)=24629937)
+746 train 7.585979 (lr=2.0000e-04) (hash(x)=25110108)
+747 train 7.640512 (lr=2.0000e-04) (hash(x)=26751788)
+748 train 7.656578 (lr=2.0000e-04) (hash(x)=26430427)
+749 train 7.514787 (lr=2.0000e-04) (hash(x)=26012353)
+750 val loss 7.5491
+750 val perplexity 1899.0299
+750 train 7.643154 (lr=2.0000e-04) (hash(x)=22735910)
+751 train 7.447290 (lr=2.0000e-04) (hash(x)=25045397)
+752 train 7.139875 (lr=2.0000e-04) (hash(x)=21554427)
+753 train 7.291940 (lr=2.0000e-04) (hash(x)=23751143)
+754 train 8.030597 (lr=2.0000e-04) (hash(x)=28602273)
+755 train 8.065892 (lr=2.0000e-04) (hash(x)=29989709)
+756 train 7.495548 (lr=2.0000e-04) (hash(x)=22331648)
+757 train 7.860602 (lr=2.0000e-04) (hash(x)=31017246)
+758 train 7.835132 (lr=2.0000e-04) (hash(x)=29709045)
+759 train 7.888978 (lr=2.0000e-04) (hash(x)=25560928)
+760 train 7.589025 (lr=2.0000e-04) (hash(x)=25075464)
+761 train 7.663046 (lr=2.0000e-04) (hash(x)=27352253)
+762 train 7.850223 (lr=2.0000e-04) (hash(x)=28187891)
+763 train 7.731369 (lr=2.0000e-04) (hash(x)=26062687)
+764 train 7.718578 (lr=2.0000e-04) (hash(x)=27427811)
+765 train 7.804114 (lr=2.0000e-04) (hash(x)=27614522)
+766 train 7.547391 (lr=2.0000e-04) (hash(x)=26129544)
+767 train 8.108249 (lr=2.0000e-04) (hash(x)=28959222)
+768 train 7.658875 (lr=2.0000e-04) (hash(x)=26860067)
+769 train 7.433774 (lr=2.0000e-04) (hash(x)=25122598)
+770 train 7.541711 (lr=2.0000e-04) (hash(x)=25245030)
+771 train 7.554017 (lr=2.0000e-04) (hash(x)=25434884)
+772 train 7.595560 (lr=2.0000e-04) (hash(x)=27732790)
+773 train 7.578664 (lr=2.0000e-04) (hash(x)=27824438)
+774 train 7.754065 (lr=2.0000e-04) (hash(x)=27201953)
+775 train 7.516768 (lr=2.0000e-04) (hash(x)=21248405)
+776 train 7.331764 (lr=2.0000e-04) (hash(x)=22805934)
+777 train 7.601460 (lr=2.0000e-04) (hash(x)=26482588)
+778 train 7.621778 (lr=2.0000e-04) (hash(x)=24153691)
+779 train 7.716405 (lr=2.0000e-04) (hash(x)=25044192)
+780 train 7.661430 (lr=2.0000e-04) (hash(x)=25910078)
+781 train 7.662309 (lr=2.0000e-04) (hash(x)=28645524)
+782 train 7.486551 (lr=2.0000e-04) (hash(x)=24368498)
+783 train 7.563936 (lr=2.0000e-04) (hash(x)=25830182)
+784 train 7.637565 (lr=2.0000e-04) (hash(x)=29181807)
+785 train 7.594278 (lr=2.0000e-04) (hash(x)=25585137)
+786 train 7.499977 (lr=2.0000e-04) (hash(x)=24798246)
+787 train 7.589812 (lr=2.0000e-04) (hash(x)=26621419)
+788 train 7.143201 (lr=2.0000e-04) (hash(x)=21446891)
+789 train 7.085959 (lr=2.0000e-04) (hash(x)=22165286)
+790 train 7.338655 (lr=2.0000e-04) (hash(x)=23477219)
+791 train 7.608018 (lr=2.0000e-04) (hash(x)=25173113)
+792 train 7.534490 (lr=2.0000e-04) (hash(x)=25853788)
+793 train 7.623410 (lr=2.0000e-04) (hash(x)=27267091)
+794 train 7.435417 (lr=2.0000e-04) (hash(x)=23743694)
+795 train 7.433493 (lr=2.0000e-04) (hash(x)=24400133)
+796 train 7.564837 (lr=2.0000e-04) (hash(x)=23663639)
+797 train 7.468170 (lr=2.0000e-04) (hash(x)=23103223)
+798 train 7.934248 (lr=2.0000e-04) (hash(x)=28748411)
+799 train 7.294173 (lr=2.0000e-04) (hash(x)=23486277)
+800 val loss 7.5928
+800 val perplexity 1983.8315
+800 train 7.587598 (lr=2.0000e-04) (hash(x)=25678518)
+801 train 7.483676 (lr=2.0000e-04) (hash(x)=23421286)
+802 train 7.608785 (lr=2.0000e-04) (hash(x)=26054104)
+803 train 7.603040 (lr=2.0000e-04) (hash(x)=25978130)
+804 train 7.651297 (lr=2.0000e-04) (hash(x)=26006525)
+805 train 7.608921 (lr=2.0000e-04) (hash(x)=25769432)
+806 train 7.414834 (lr=2.0000e-04) (hash(x)=22430795)
+807 train 7.819435 (lr=2.0000e-04) (hash(x)=28916006)
+808 train 7.613386 (lr=2.0000e-04) (hash(x)=25166800)
+809 train 7.738129 (lr=2.0000e-04) (hash(x)=24226056)
+810 train 7.564767 (lr=2.0000e-04) (hash(x)=25057934)
+811 train 8.300613 (lr=2.0000e-04) (hash(x)=33195100)
+812 train 7.729009 (lr=2.0000e-04) (hash(x)=26312888)
+813 train 7.884841 (lr=2.0000e-04) (hash(x)=27730410)
+814 train 7.717171 (lr=2.0000e-04) (hash(x)=27372474)
+815 train 7.535748 (lr=2.0000e-04) (hash(x)=25556929)
+816 train 7.638371 (lr=2.0000e-04) (hash(x)=26909985)
+817 train 7.457456 (lr=2.0000e-04) (hash(x)=25991247)
+818 train 7.664617 (lr=2.0000e-04) (hash(x)=27438141)
+819 train 7.828514 (lr=2.0000e-04) (hash(x)=29536986)
+820 train 7.530807 (lr=2.0000e-04) (hash(x)=24478391)
+821 train 7.549570 (lr=2.0000e-04) (hash(x)=26125216)
+822 train 7.543205 (lr=2.0000e-04) (hash(x)=26422130)
+823 train 7.802047 (lr=2.0000e-04) (hash(x)=29648798)
+824 train 7.501033 (lr=2.0000e-04) (hash(x)=21247770)
+825 train 7.589181 (lr=2.0000e-04) (hash(x)=23195388)
+826 train 7.508254 (lr=2.0000e-04) (hash(x)=25796725)
+827 train 7.579018 (lr=2.0000e-04) (hash(x)=23124767)
+828 train 7.615137 (lr=2.0000e-04) (hash(x)=25233464)
+829 train 7.570535 (lr=2.0000e-04) (hash(x)=25713275)
+830 train 7.509510 (lr=2.0000e-04) (hash(x)=25550167)
+831 train 7.415311 (lr=2.0000e-04) (hash(x)=24976217)
+832 train 7.739645 (lr=2.0000e-04) (hash(x)=28536827)
+833 train 7.623518 (lr=2.0000e-04) (hash(x)=27500801)
+834 train 7.440071 (lr=2.0000e-04) (hash(x)=25545765)
+835 train 7.487233 (lr=2.0000e-04) (hash(x)=23632825)
+836 train 7.522348 (lr=2.0000e-04) (hash(x)=25708009)
+837 train 7.595488 (lr=2.0000e-04) (hash(x)=24456276)
+838 train 7.708984 (lr=2.0000e-04) (hash(x)=29189855)
+839 train 7.905612 (lr=2.0000e-04) (hash(x)=31019606)
+840 train 7.788207 (lr=2.0000e-04) (hash(x)=26328013)
+841 train 7.735233 (lr=2.0000e-04) (hash(x)=25027904)
+842 train 7.483954 (lr=2.0000e-04) (hash(x)=23734189)
+843 train 7.719108 (lr=2.0000e-04) (hash(x)=28236580)
+844 train 7.489259 (lr=2.0000e-04) (hash(x)=26509780)
+845 train 7.602923 (lr=2.0000e-04) (hash(x)=25386473)
+846 train 7.528899 (lr=2.0000e-04) (hash(x)=24052671)
+847 train 7.743554 (lr=2.0000e-04) (hash(x)=28269421)
+848 train 7.179284 (lr=2.0000e-04) (hash(x)=22251724)
+849 train 7.411389 (lr=2.0000e-04) (hash(x)=24308447)
+850 val loss 7.5234
+850 val perplexity 1850.8854
+850 train 7.380521 (lr=2.0000e-04) (hash(x)=24242830)
+851 train 7.574881 (lr=2.0000e-04) (hash(x)=25563279)
+852 train 7.592056 (lr=2.0000e-04) (hash(x)=26354481)
+853 train 7.738116 (lr=2.0000e-04) (hash(x)=26152637)
+854 train 7.760368 (lr=2.0000e-04) (hash(x)=28051025)
+855 train 7.573905 (lr=2.0000e-04) (hash(x)=24865358)
+856 train 7.495767 (lr=2.0000e-04) (hash(x)=24288911)
+857 train 7.383387 (lr=2.0000e-04) (hash(x)=22230964)
+858 train 7.271640 (lr=2.0000e-04) (hash(x)=21303832)
+859 train 7.408942 (lr=2.0000e-04) (hash(x)=22155546)
+860 train 7.517414 (lr=2.0000e-04) (hash(x)=25296428)
+861 train 7.704647 (lr=2.0000e-04) (hash(x)=29142319)
+862 train 7.471522 (lr=2.0000e-04) (hash(x)=25545430)
+863 train 7.312549 (lr=2.0000e-04) (hash(x)=26984272)
+864 train 7.514630 (lr=2.0000e-04) (hash(x)=25429005)
+865 train 7.592732 (lr=2.0000e-04) (hash(x)=27077032)
+866 train 7.585778 (lr=2.0000e-04) (hash(x)=26494424)
+867 train 7.579785 (lr=2.0000e-04) (hash(x)=23193673)
+868 train 7.579260 (lr=2.0000e-04) (hash(x)=25075134)
+869 train 7.603428 (lr=2.0000e-04) (hash(x)=27112558)
+870 train 7.732596 (lr=2.0000e-04) (hash(x)=27436608)
+871 train 7.450527 (lr=2.0000e-04) (hash(x)=24544116)
+872 train 7.773269 (lr=2.0000e-04) (hash(x)=31632686)
+873 train 7.488258 (lr=2.0000e-04) (hash(x)=25890184)
+874 train 7.613280 (lr=2.0000e-04) (hash(x)=22887555)
+875 train 7.438572 (lr=2.0000e-04) (hash(x)=24547533)
+876 train 7.601877 (lr=2.0000e-04) (hash(x)=26553496)
+877 train 7.672893 (lr=2.0000e-04) (hash(x)=27467688)
+878 train 7.456026 (lr=2.0000e-04) (hash(x)=24766934)
+879 train 7.327091 (lr=2.0000e-04) (hash(x)=22059850)
+880 train 7.729627 (lr=2.0000e-04) (hash(x)=22871702)
+881 train 7.541728 (lr=2.0000e-04) (hash(x)=23893130)
+882 train 7.574872 (lr=2.0000e-04) (hash(x)=25125691)
+883 train 7.525986 (lr=2.0000e-04) (hash(x)=25994573)
+884 train 7.599950 (lr=2.0000e-04) (hash(x)=26076345)
+885 train 7.520547 (lr=2.0000e-04) (hash(x)=26577783)
+886 train 7.628316 (lr=2.0000e-04) (hash(x)=27395225)
+887 train 7.462837 (lr=2.0000e-04) (hash(x)=23926632)
+888 train 7.296310 (lr=2.0000e-04) (hash(x)=21737239)
+889 train 7.593314 (lr=2.0000e-04) (hash(x)=23574207)
+890 train 7.266516 (lr=2.0000e-04) (hash(x)=24365231)
+891 train 7.413984 (lr=2.0000e-04) (hash(x)=27111369)
+892 train 7.712030 (lr=2.0000e-04) (hash(x)=27290015)
+893 train 7.497793 (lr=2.0000e-04) (hash(x)=23979820)
+894 train 7.570249 (lr=2.0000e-04) (hash(x)=26450121)
+895 train 7.475025 (lr=2.0000e-04) (hash(x)=27025333)
+896 train 7.468134 (lr=2.0000e-04) (hash(x)=23624605)
+897 train 7.296683 (lr=2.0000e-04) (hash(x)=22846386)
+898 train 7.365376 (lr=2.0000e-04) (hash(x)=22970561)
+899 train 7.235477 (lr=2.0000e-04) (hash(x)=16908068)
+900 val loss 7.4792
+900 val perplexity 1770.8723
+900 train 7.430290 (lr=2.0000e-04) (hash(x)=24661446)
+901 train 7.576723 (lr=2.0000e-04) (hash(x)=25664727)
+902 train 7.518702 (lr=2.0000e-04) (hash(x)=25667011)
+903 train 7.592866 (lr=2.0000e-04) (hash(x)=29120407)
+904 train 7.629571 (lr=2.0000e-04) (hash(x)=23385735)
+905 train 7.651128 (lr=2.0000e-04) (hash(x)=25564213)
+906 train 7.706831 (lr=2.0000e-04) (hash(x)=25413898)
+907 train 7.657533 (lr=2.0000e-04) (hash(x)=27092710)
+908 train 7.448841 (lr=2.0000e-04) (hash(x)=25789923)
+909 train 7.545072 (lr=2.0000e-04) (hash(x)=28533197)
+910 train 7.361440 (lr=2.0000e-04) (hash(x)=22982996)
+911 train 7.451201 (lr=2.0000e-04) (hash(x)=23827393)
+912 train 7.122108 (lr=2.0000e-04) (hash(x)=21242640)
+913 train 7.544281 (lr=2.0000e-04) (hash(x)=24154233)
+914 train 7.547946 (lr=2.0000e-04) (hash(x)=24331967)
+915 train 7.856734 (lr=2.0000e-04) (hash(x)=32812727)
+916 train 7.471378 (lr=2.0000e-04) (hash(x)=23572994)
+917 train 7.480884 (lr=2.0000e-04) (hash(x)=26305435)
+918 train 7.536724 (lr=2.0000e-04) (hash(x)=26268355)
+919 train 7.695474 (lr=2.0000e-04) (hash(x)=27230027)
+920 train 7.481496 (lr=2.0000e-04) (hash(x)=23885377)
+921 train 7.408933 (lr=2.0000e-04) (hash(x)=23532437)
+922 train 7.500675 (lr=2.0000e-04) (hash(x)=25577034)
+923 train 7.659550 (lr=2.0000e-04) (hash(x)=25703381)
+924 train 7.652298 (lr=2.0000e-04) (hash(x)=27113866)
+925 train 7.522038 (lr=2.0000e-04) (hash(x)=26961429)
+926 train 7.306752 (lr=2.0000e-04) (hash(x)=21355372)
+927 train 7.463953 (lr=2.0000e-04) (hash(x)=24968260)
+928 train 7.393768 (lr=2.0000e-04) (hash(x)=25357517)
+929 train 7.517072 (lr=2.0000e-04) (hash(x)=24854265)
+930 train 7.275314 (lr=2.0000e-04) (hash(x)=21102770)
+931 train 7.575157 (lr=2.0000e-04) (hash(x)=25676468)
+932 train 7.487006 (lr=2.0000e-04) (hash(x)=22809869)
+933 train 7.605637 (lr=2.0000e-04) (hash(x)=25503865)
+934 train 7.448082 (lr=2.0000e-04) (hash(x)=24853995)
+935 train 7.649755 (lr=2.0000e-04) (hash(x)=27544803)
+936 train 7.660851 (lr=2.0000e-04) (hash(x)=25981933)
+937 train 7.358922 (lr=2.0000e-04) (hash(x)=24658683)
+938 train 7.558717 (lr=2.0000e-04) (hash(x)=23855201)
+939 train 7.518707 (lr=2.0000e-04) (hash(x)=24331407)
+940 train 7.677478 (lr=2.0000e-04) (hash(x)=29265551)
+941 train 7.416978 (lr=2.0000e-04) (hash(x)=21892556)
+942 train 7.436421 (lr=2.0000e-04) (hash(x)=27183405)
+943 train 7.393764 (lr=2.0000e-04) (hash(x)=26540663)
+944 train 7.339414 (lr=2.0000e-04) (hash(x)=25718393)
+945 train 7.528185 (lr=2.0000e-04) (hash(x)=26819462)
+946 train 7.550001 (lr=2.0000e-04) (hash(x)=27427540)
+947 train 7.530653 (lr=2.0000e-04) (hash(x)=25532657)
+948 train 7.800750 (lr=2.0000e-04) (hash(x)=27641372)
+949 train 7.502083 (lr=2.0000e-04) (hash(x)=26515570)
+950 val loss 7.5298
+950 val perplexity 1862.7444
+950 train 7.777055 (lr=2.0000e-04) (hash(x)=26911957)
+951 train 7.878620 (lr=2.0000e-04) (hash(x)=25856625)
+952 train 7.397263 (lr=2.0000e-04) (hash(x)=25219129)
+953 train 7.357404 (lr=2.0000e-04) (hash(x)=25260471)
+954 train 7.734050 (lr=2.0000e-04) (hash(x)=29373370)
+955 train 7.283864 (lr=2.0000e-04) (hash(x)=23437426)
+956 train 7.589321 (lr=2.0000e-04) (hash(x)=23769521)
+957 train 7.616549 (lr=2.0000e-04) (hash(x)=25961833)
+958 train 7.364429 (lr=2.0000e-04) (hash(x)=23582666)
+959 train 7.448620 (lr=2.0000e-04) (hash(x)=23164356)
+960 train 7.448810 (lr=2.0000e-04) (hash(x)=24443114)
+961 train 7.499329 (lr=2.0000e-04) (hash(x)=25052665)
+962 train 7.591970 (lr=2.0000e-04) (hash(x)=27802272)
+963 train 7.473382 (lr=2.0000e-04) (hash(x)=25957896)
+964 train 7.510770 (lr=2.0000e-04) (hash(x)=26737251)
+965 train 7.652101 (lr=2.0000e-04) (hash(x)=24723263)
+966 train 7.553360 (lr=2.0000e-04) (hash(x)=24707011)
+967 train 7.548141 (lr=2.0000e-04) (hash(x)=25646282)
+968 train 7.566585 (lr=2.0000e-04) (hash(x)=27544665)
+969 train 7.471764 (lr=2.0000e-04) (hash(x)=25851993)
+970 train 7.810956 (lr=2.0000e-04) (hash(x)=29059700)
+971 train 7.479053 (lr=2.0000e-04) (hash(x)=21513584)
+972 train 7.232039 (lr=2.0000e-04) (hash(x)=23151267)
+973 train 7.481004 (lr=2.0000e-04) (hash(x)=26017176)
+974 train 7.601490 (lr=2.0000e-04) (hash(x)=26979518)
+975 train 7.567862 (lr=2.0000e-04) (hash(x)=23843233)
+976 train 7.710225 (lr=2.0000e-04) (hash(x)=24193010)
+977 train 7.453861 (lr=2.0000e-04) (hash(x)=21476847)
+978 train 7.326478 (lr=2.0000e-04) (hash(x)=21366504)
+979 train 7.383550 (lr=2.0000e-04) (hash(x)=23226697)
+980 train 7.211707 (lr=2.0000e-04) (hash(x)=19961773)
+981 train 7.063381 (lr=2.0000e-04) (hash(x)=19772969)
+982 train 7.368844 (lr=2.0000e-04) (hash(x)=23110142)
+983 train 7.662849 (lr=2.0000e-04) (hash(x)=24506028)
+984 train 7.600835 (lr=2.0000e-04) (hash(x)=25480731)
+985 train 7.431976 (lr=2.0000e-04) (hash(x)=21077417)
+986 train 7.434782 (lr=2.0000e-04) (hash(x)=23686713)
+987 train 7.505937 (lr=2.0000e-04) (hash(x)=26024321)
+988 train 7.584474 (lr=2.0000e-04) (hash(x)=27424109)
+989 train 7.705257 (lr=2.0000e-04) (hash(x)=27786174)
+990 train 7.497658 (lr=2.0000e-04) (hash(x)=25232502)
+991 train 7.494795 (lr=2.0000e-04) (hash(x)=22781277)
+992 train 7.542174 (lr=2.0000e-04) (hash(x)=26184527)
+993 train 7.556218 (lr=2.0000e-04) (hash(x)=24459895)
+994 train 7.497640 (lr=2.0000e-04) (hash(x)=25244624)
+995 train 7.620801 (lr=2.0000e-04) (hash(x)=24451843)
+996 train 7.592301 (lr=2.0000e-04) (hash(x)=22129897)
+997 train 7.409024 (lr=2.0000e-04) (hash(x)=21116390)
+998 train 7.260171 (lr=2.0000e-04) (hash(x)=20650070)
+999 train 7.632732 (lr=2.0000e-04) (hash(x)=24948650)
+1000 val loss 7.4871
+1000 val perplexity 1784.7947
+1000 train 7.486530 (lr=2.0000e-04) (hash(x)=25444553)
+1001 train 7.480123 (lr=2.0000e-04) (hash(x)=25617781)
+1002 train 7.350540 (lr=2.0000e-04) (hash(x)=23862434)
+1003 train 7.380545 (lr=2.0000e-04) (hash(x)=25559534)
+1004 train 7.600037 (lr=2.0000e-04) (hash(x)=26577585)
+1005 train 7.421907 (lr=2.0000e-04) (hash(x)=25546274)
+1006 train 7.518805 (lr=2.0000e-04) (hash(x)=26284202)
+1007 train 7.527200 (lr=2.0000e-04) (hash(x)=26373991)
+1008 train 7.397244 (lr=2.0000e-04) (hash(x)=24612851)
+1009 train 7.495171 (lr=2.0000e-04) (hash(x)=26410662)
+1010 train 7.543308 (lr=2.0000e-04) (hash(x)=23824841)
+1011 train 7.841321 (lr=2.0000e-04) (hash(x)=27756673)
+1012 train 7.594376 (lr=2.0000e-04) (hash(x)=25427447)
+1013 train 7.594621 (lr=2.0000e-04) (hash(x)=23661686)
+1014 train 7.512315 (lr=2.0000e-04) (hash(x)=25129504)
+1015 train 7.457329 (lr=2.0000e-04) (hash(x)=23402396)
+1016 train 7.678836 (lr=2.0000e-04) (hash(x)=26145557)
+1017 train 7.439479 (lr=2.0000e-04) (hash(x)=26547918)
+1018 train 7.540527 (lr=2.0000e-04) (hash(x)=26653070)
+1019 train 7.531971 (lr=2.0000e-04) (hash(x)=28250354)
+1020 train 7.540090 (lr=2.0000e-04) (hash(x)=25437401)
+1021 train 7.582363 (lr=2.0000e-04) (hash(x)=25598861)
+1022 train 7.375576 (lr=2.0000e-04) (hash(x)=24572587)
+1023 train 7.504537 (lr=2.0000e-04) (hash(x)=21562133)
+1024 train 7.899944 (lr=2.0000e-04) (hash(x)=27718876)
+1025 train 7.452623 (lr=2.0000e-04) (hash(x)=25312391)
+1026 train 7.559925 (lr=2.0000e-04) (hash(x)=26579535)
+1027 train 7.766567 (lr=2.0000e-04) (hash(x)=27253861)
+1028 train 7.650632 (lr=2.0000e-04) (hash(x)=28451867)
+1029 train 7.383675 (lr=2.0000e-04) (hash(x)=26795921)
+1030 train 7.528716 (lr=2.0000e-04) (hash(x)=26147208)
+1031 train 7.550140 (lr=2.0000e-04) (hash(x)=25009210)
+1032 train 7.493098 (lr=2.0000e-04) (hash(x)=25213771)
+1033 train 7.382619 (lr=2.0000e-04) (hash(x)=26254538)
+1034 train 7.417844 (lr=2.0000e-04) (hash(x)=25565614)
+1035 train 7.245621 (lr=2.0000e-04) (hash(x)=23052577)
+1036 train 8.022574 (lr=2.0000e-04) (hash(x)=29630613)
+1037 train 7.329124 (lr=2.0000e-04) (hash(x)=23667224)
+1038 train 7.423429 (lr=2.0000e-04) (hash(x)=25740670)
+1039 train 7.527299 (lr=2.0000e-04) (hash(x)=27161811)
+1040 train 7.665884 (lr=2.0000e-04) (hash(x)=26385663)
+1041 train 7.346222 (lr=2.0000e-04) (hash(x)=26313522)
+1042 train 7.487931 (lr=2.0000e-04) (hash(x)=26814686)
+1043 train 7.586553 (lr=2.0000e-04) (hash(x)=27302459)
+1044 train 7.886224 (lr=2.0000e-04) (hash(x)=26758132)
+1045 train 7.485968 (lr=2.0000e-04) (hash(x)=26837963)
+1046 train 7.279148 (lr=2.0000e-04) (hash(x)=22089547)
+1047 train 7.790103 (lr=2.0000e-04) (hash(x)=29515100)
+1048 train 7.469446 (lr=2.0000e-04) (hash(x)=25471442)
+1049 train 7.477762 (lr=2.0000e-04) (hash(x)=26674478)
+1050 val loss 7.4715
+1050 val perplexity 1757.3032
+1050 train 7.424245 (lr=2.0000e-04) (hash(x)=25373386)
+1051 train 7.467317 (lr=2.0000e-04) (hash(x)=25318001)
+1052 train 7.605390 (lr=2.0000e-04) (hash(x)=27255021)
+1053 train 7.545221 (lr=2.0000e-04) (hash(x)=25174043)
+1054 train 7.285631 (lr=2.0000e-04) (hash(x)=23857597)
+1055 train 7.528131 (lr=2.0000e-04) (hash(x)=25305929)
+1056 train 7.582303 (lr=2.0000e-04) (hash(x)=27009246)
+1057 train 7.678975 (lr=2.0000e-04) (hash(x)=26175477)
+1058 train 7.387607 (lr=2.0000e-04) (hash(x)=22700025)
+1059 train 7.448424 (lr=2.0000e-04) (hash(x)=24339043)
+1060 train 7.303555 (lr=2.0000e-04) (hash(x)=22139900)
+1061 train 8.083763 (lr=2.0000e-04) (hash(x)=25412772)
+1062 train 7.504272 (lr=2.0000e-04) (hash(x)=27020849)
+1063 train 7.398862 (lr=2.0000e-04) (hash(x)=26808543)
+1064 train 7.238274 (lr=2.0000e-04) (hash(x)=23061527)
+1065 train 7.429368 (lr=2.0000e-04) (hash(x)=24738650)
+1066 train 7.291989 (lr=2.0000e-04) (hash(x)=24036715)
+1067 train 7.333051 (lr=2.0000e-04) (hash(x)=25763991)
+1068 train 7.590431 (lr=2.0000e-04) (hash(x)=27393753)
+1069 train 7.720305 (lr=2.0000e-04) (hash(x)=28182190)
+1070 train 7.385807 (lr=2.0000e-04) (hash(x)=23358569)
+1071 train 7.552588 (lr=2.0000e-04) (hash(x)=25669509)
+1072 train 7.663278 (lr=2.0000e-04) (hash(x)=29139024)
+1073 train 7.544601 (lr=2.0000e-04) (hash(x)=25616522)
+1074 train 7.477611 (lr=2.0000e-04) (hash(x)=25695789)
+1075 train 7.650261 (lr=2.0000e-04) (hash(x)=27676869)
+1076 train 7.473296 (lr=2.0000e-04) (hash(x)=25952695)
+1077 train 7.482236 (lr=2.0000e-04) (hash(x)=26316170)
+1078 train 7.417165 (lr=2.0000e-04) (hash(x)=24081867)
+1079 train 7.627642 (lr=2.0000e-04) (hash(x)=28435805)
+1080 train 7.487461 (lr=2.0000e-04) (hash(x)=23375063)
+1081 train 7.503498 (lr=2.0000e-04) (hash(x)=26869022)
+1082 train 7.382527 (lr=2.0000e-04) (hash(x)=25793007)
+1083 train 7.403288 (lr=2.0000e-04) (hash(x)=23455211)
+1084 train 7.358467 (lr=2.0000e-04) (hash(x)=20441501)
+1085 train 7.724415 (lr=2.0000e-04) (hash(x)=29321187)
+1086 train 7.898650 (lr=2.0000e-04) (hash(x)=32627505)
+1087 train 7.411766 (lr=2.0000e-04) (hash(x)=26482758)
+1088 train 7.246381 (lr=2.0000e-04) (hash(x)=21431511)
+1089 train 7.515495 (lr=2.0000e-04) (hash(x)=26046639)
+1090 train 7.582485 (lr=2.0000e-04) (hash(x)=27464841)
+1091 train 7.431232 (lr=2.0000e-04) (hash(x)=27068280)
+1092 train 7.325673 (lr=2.0000e-04) (hash(x)=23119133)
+1093 train 7.512172 (lr=2.0000e-04) (hash(x)=26782091)
+1094 train 7.531426 (lr=2.0000e-04) (hash(x)=26265326)
+1095 train 7.543519 (lr=2.0000e-04) (hash(x)=24929929)
+1096 train 7.410330 (lr=2.0000e-04) (hash(x)=23158628)
+1097 train 7.505196 (lr=2.0000e-04) (hash(x)=25950541)
+1098 train 7.326537 (lr=2.0000e-04) (hash(x)=22093912)
+1099 train 7.440331 (lr=2.0000e-04) (hash(x)=25373676)
+1100 val loss 7.4525
+1100 val perplexity 1724.1589
+1100 train 7.189216 (lr=2.0000e-04) (hash(x)=18986670)
+1101 train 7.635062 (lr=2.0000e-04) (hash(x)=27283187)
+1102 train 7.419786 (lr=2.0000e-04) (hash(x)=25474743)
+1103 train 7.353853 (lr=2.0000e-04) (hash(x)=25043037)
+1104 train 7.267278 (lr=2.0000e-04) (hash(x)=23156261)
+1105 train 7.715029 (lr=2.0000e-04) (hash(x)=27027534)
+1106 train 7.301790 (lr=2.0000e-04) (hash(x)=22733630)
+1107 train 7.585537 (lr=2.0000e-04) (hash(x)=27906976)
+1108 train 7.516716 (lr=2.0000e-04) (hash(x)=27848655)
+1109 train 7.463985 (lr=2.0000e-04) (hash(x)=23889709)
+1110 train 8.531270 (lr=2.0000e-04) (hash(x)=33189918)
+1111 train 8.056633 (lr=2.0000e-04) (hash(x)=29151257)
+1112 train 7.746666 (lr=2.0000e-04) (hash(x)=23881512)
+1113 train 7.404499 (lr=2.0000e-04) (hash(x)=21307974)
+1114 train 7.415065 (lr=2.0000e-04) (hash(x)=25264524)
+1115 train 7.567952 (lr=2.0000e-04) (hash(x)=26405613)
+1116 train 7.290219 (lr=2.0000e-04) (hash(x)=21918678)
+1117 train 7.309196 (lr=2.0000e-04) (hash(x)=24233887)
+1118 train 6.936098 (lr=2.0000e-04) (hash(x)=19490509)
+1119 train 7.549040 (lr=2.0000e-04) (hash(x)=26400365)
+1120 train 7.812865 (lr=2.0000e-04) (hash(x)=28572086)
+1121 train 7.239055 (lr=2.0000e-04) (hash(x)=22293114)
+1122 train 7.369023 (lr=2.0000e-04) (hash(x)=26845479)
+1123 train 7.261096 (lr=2.0000e-04) (hash(x)=23971905)
+1124 train 7.476407 (lr=2.0000e-04) (hash(x)=25639959)
+1125 train 7.088251 (lr=2.0000e-04) (hash(x)=20076502)
+1126 train 7.498437 (lr=2.0000e-04) (hash(x)=25089255)
+1127 train 7.377132 (lr=2.0000e-04) (hash(x)=24098812)
+1128 train 7.400743 (lr=2.0000e-04) (hash(x)=23493707)
+1129 train 7.624963 (lr=2.0000e-04) (hash(x)=27610410)
+1130 train 7.370258 (lr=2.0000e-04) (hash(x)=24540186)
+1131 train 7.690250 (lr=2.0000e-04) (hash(x)=29402976)
+1132 train 7.256462 (lr=2.0000e-04) (hash(x)=23776025)
+1133 train 7.055411 (lr=2.0000e-04) (hash(x)=19032564)
+1134 train 7.608910 (lr=2.0000e-04) (hash(x)=26921117)
+1135 train 7.224697 (lr=2.0000e-04) (hash(x)=20967666)
+1136 train 7.255629 (lr=2.0000e-04) (hash(x)=23394540)
+1137 train 7.307289 (lr=2.0000e-04) (hash(x)=22666342)
+1138 train 7.476825 (lr=2.0000e-04) (hash(x)=23482498)
+1139 train 7.504036 (lr=2.0000e-04) (hash(x)=24287610)
+1140 train 7.545640 (lr=2.0000e-04) (hash(x)=24512831)
+1141 train 7.778781 (lr=2.0000e-04) (hash(x)=28637634)
+1142 train 8.017550 (lr=2.0000e-04) (hash(x)=24107127)
+1143 train 7.654525 (lr=2.0000e-04) (hash(x)=28667963)
+1144 train 7.568448 (lr=2.0000e-04) (hash(x)=26302492)
+1145 train 7.564740 (lr=2.0000e-04) (hash(x)=23621685)
+1146 train 7.328861 (lr=2.0000e-04) (hash(x)=23997414)
+1147 train 7.395463 (lr=2.0000e-04) (hash(x)=25974316)
+1148 train 7.400223 (lr=2.0000e-04) (hash(x)=23464988)
+1149 train 7.460831 (lr=2.0000e-04) (hash(x)=24487710)
+1150 val loss 7.4353
+1150 val perplexity 1694.8369
+1150 train 7.702573 (lr=2.0000e-04) (hash(x)=29610350)
+1151 train 7.780858 (lr=2.0000e-04) (hash(x)=27083417)
+1152 train 7.133098 (lr=2.0000e-04) (hash(x)=20666288)
+1153 train 7.241273 (lr=2.0000e-04) (hash(x)=22850633)
+1154 train 7.408270 (lr=2.0000e-04) (hash(x)=24741872)
+1155 train 7.796651 (lr=2.0000e-04) (hash(x)=28605205)
+1156 train 7.294122 (lr=2.0000e-04) (hash(x)=22624463)
+1157 train 7.541141 (lr=2.0000e-04) (hash(x)=24786468)
+1158 train 7.280006 (lr=2.0000e-04) (hash(x)=21365399)
+1159 train 7.482582 (lr=2.0000e-04) (hash(x)=23649001)
+1160 train 7.552812 (lr=2.0000e-04) (hash(x)=28203982)
+1161 train 7.438153 (lr=2.0000e-04) (hash(x)=26473994)
+1162 train 7.116158 (lr=2.0000e-04) (hash(x)=19476441)
+1163 train 7.385314 (lr=2.0000e-04) (hash(x)=25921700)
+1164 train 7.195011 (lr=2.0000e-04) (hash(x)=23064343)
+1165 train 7.376415 (lr=2.0000e-04) (hash(x)=24117626)
+1166 train 7.334156 (lr=2.0000e-04) (hash(x)=21764556)
+1167 train 8.157001 (lr=2.0000e-04) (hash(x)=31338300)
+1168 train 7.614307 (lr=2.0000e-04) (hash(x)=27443187)
+1169 train 7.065564 (lr=2.0000e-04) (hash(x)=21337692)
+1170 train 7.559280 (lr=2.0000e-04) (hash(x)=27845383)
+1171 train 7.364423 (lr=2.0000e-04) (hash(x)=23862328)
+1172 train 7.569183 (lr=2.0000e-04) (hash(x)=23811014)
+1173 train 7.537103 (lr=2.0000e-04) (hash(x)=24380098)
+1174 train 7.255869 (lr=2.0000e-04) (hash(x)=22351136)
+1175 train 7.446294 (lr=2.0000e-04) (hash(x)=30603174)
+1176 train 7.493292 (lr=2.0000e-04) (hash(x)=27924596)
+1177 train 7.903070 (lr=2.0000e-04) (hash(x)=30882548)
+1178 train 7.345714 (lr=2.0000e-04) (hash(x)=22339464)
+1179 train 7.139786 (lr=2.0000e-04) (hash(x)=23603806)
+1180 train 7.548331 (lr=2.0000e-04) (hash(x)=24809041)
+1181 train 7.338106 (lr=2.0000e-04) (hash(x)=24382442)
+1182 train 7.332311 (lr=2.0000e-04) (hash(x)=23134077)
+1183 train 7.372354 (lr=2.0000e-04) (hash(x)=24830965)
+1184 train 7.469116 (lr=2.0000e-04) (hash(x)=25527259)
+1185 train 7.473988 (lr=2.0000e-04) (hash(x)=25547480)
+1186 train 7.351260 (lr=2.0000e-04) (hash(x)=24424314)
+1187 train 7.695424 (lr=2.0000e-04) (hash(x)=32488729)
+1188 train 7.625874 (lr=2.0000e-04) (hash(x)=31168462)
+1189 train 7.889955 (lr=2.0000e-04) (hash(x)=31331643)
+1190 train 7.573982 (lr=2.0000e-04) (hash(x)=28746633)
+1191 train 7.523770 (lr=2.0000e-04) (hash(x)=27269893)
+1192 train 7.343688 (lr=2.0000e-04) (hash(x)=23484031)
+1193 train 7.329828 (lr=2.0000e-04) (hash(x)=23278725)
+1194 train 7.444670 (lr=2.0000e-04) (hash(x)=25440745)
+1195 train 7.516557 (lr=2.0000e-04) (hash(x)=25215077)
+1196 train 7.582063 (lr=2.0000e-04) (hash(x)=28309266)
+1197 train 7.315633 (lr=2.0000e-04) (hash(x)=22442404)
+1198 train 7.326134 (lr=2.0000e-04) (hash(x)=20775262)
+1199 train 7.448500 (lr=2.0000e-04) (hash(x)=24825041)
+1200 val loss 7.4834
+1200 val perplexity 1778.1951
+1200 train 7.624454 (lr=2.0000e-04) (hash(x)=29016896)
+1201 train 7.542053 (lr=2.0000e-04) (hash(x)=25590276)
+1202 train 7.418746 (lr=2.0000e-04) (hash(x)=22816384)
+1203 train 7.505455 (lr=2.0000e-04) (hash(x)=25893804)
+1204 train 7.407360 (lr=2.0000e-04) (hash(x)=23983816)
+1205 train 7.296893 (lr=2.0000e-04) (hash(x)=22222468)
+1206 train 7.359946 (lr=2.0000e-04) (hash(x)=23039141)
+1207 train 7.334988 (lr=2.0000e-04) (hash(x)=22724871)
+1208 train 7.385652 (lr=2.0000e-04) (hash(x)=25253062)
+1209 train 7.322921 (lr=2.0000e-04) (hash(x)=25140744)
+1210 train 7.410119 (lr=2.0000e-04) (hash(x)=24717218)
+1211 train 7.510475 (lr=2.0000e-04) (hash(x)=27317554)
+1212 train 7.177692 (lr=2.0000e-04) (hash(x)=22013236)
+1213 train 7.705977 (lr=2.0000e-04) (hash(x)=26692343)
+1214 train 7.245017 (lr=2.0000e-04) (hash(x)=19859225)
+1215 train 7.185625 (lr=2.0000e-04) (hash(x)=24683717)
+1216 train 7.253728 (lr=2.0000e-04) (hash(x)=21932013)
+1217 train 7.469201 (lr=2.0000e-04) (hash(x)=26849303)
+1218 train 7.569286 (lr=2.0000e-04) (hash(x)=26458000)
+1219 train 7.347342 (lr=2.0000e-04) (hash(x)=21584083)
+1220 train 7.710414 (lr=2.0000e-04) (hash(x)=23598625)
+1221 train 7.387282 (lr=2.0000e-04) (hash(x)=26059939)
+1222 train 7.662590 (lr=2.0000e-04) (hash(x)=25481982)
+1223 train 7.538353 (lr=2.0000e-04) (hash(x)=26190337)
+1224 train 7.679615 (lr=2.0000e-04) (hash(x)=28767755)
+1225 train 7.324811 (lr=2.0000e-04) (hash(x)=23663918)
+1226 train 7.424997 (lr=2.0000e-04) (hash(x)=21293227)
+1227 train 7.462654 (lr=2.0000e-04) (hash(x)=22249019)
+1228 train 7.585649 (lr=2.0000e-04) (hash(x)=26886529)
+1229 train 7.393596 (lr=2.0000e-04) (hash(x)=25779849)
+1230 train 7.510835 (lr=2.0000e-04) (hash(x)=26228964)
+1231 train 7.440923 (lr=2.0000e-04) (hash(x)=23086289)
+1232 train 7.582550 (lr=2.0000e-04) (hash(x)=23198922)
+1233 train 7.595470 (lr=2.0000e-04) (hash(x)=27523941)
+1234 train 7.382811 (lr=2.0000e-04) (hash(x)=24293992)
+1235 train 8.138132 (lr=2.0000e-04) (hash(x)=28047044)
+1236 train 7.606162 (lr=2.0000e-04) (hash(x)=23688671)
+1237 train 7.505127 (lr=2.0000e-04) (hash(x)=25125498)
+1238 train 7.435701 (lr=2.0000e-04) (hash(x)=21977292)
+1239 train 7.496030 (lr=2.0000e-04) (hash(x)=23593875)
+1240 train 7.442354 (lr=2.0000e-04) (hash(x)=22659030)
+1241 train 7.522354 (lr=2.0000e-04) (hash(x)=25117733)
+1242 train 7.531654 (lr=2.0000e-04) (hash(x)=22322808)
+1243 train 7.521599 (lr=2.0000e-04) (hash(x)=26059735)
+1244 train 7.492695 (lr=2.0000e-04) (hash(x)=22485526)
+1245 train 7.413598 (lr=2.0000e-04) (hash(x)=23028679)
+1246 train 7.372449 (lr=2.0000e-04) (hash(x)=22906035)
+1247 train 7.339641 (lr=2.0000e-04) (hash(x)=22414190)
+1248 train 7.576519 (lr=2.0000e-04) (hash(x)=26229624)
+1249 train 7.379608 (lr=2.0000e-04) (hash(x)=22223137)
+1250 val loss 7.4987
+1250 val perplexity 1805.6154
+1250 train 7.608139 (lr=2.0000e-04) (hash(x)=24911520)
+1251 train 7.736516 (lr=2.0000e-04) (hash(x)=24204591)
+1252 train 7.375081 (lr=2.0000e-04) (hash(x)=24379601)
+1253 train 7.324754 (lr=2.0000e-04) (hash(x)=22922475)
+1254 train 7.399284 (lr=2.0000e-04) (hash(x)=23426249)
+1255 train 7.693831 (lr=2.0000e-04) (hash(x)=26758114)
+1256 train 7.352989 (lr=2.0000e-04) (hash(x)=24027111)
+1257 train 7.515613 (lr=2.0000e-04) (hash(x)=25358064)
+1258 train 7.382823 (lr=2.0000e-04) (hash(x)=22571285)
+1259 train 7.730617 (lr=2.0000e-04) (hash(x)=20084233)
+1260 train 7.562712 (lr=2.0000e-04) (hash(x)=18786581)
+1261 train 7.517167 (lr=2.0000e-04) (hash(x)=26395104)
+1262 train 7.408174 (lr=2.0000e-04) (hash(x)=24212567)
+1263 train 7.249863 (lr=2.0000e-04) (hash(x)=21563184)
+1264 train 7.555048 (lr=2.0000e-04) (hash(x)=26490150)
+1265 train 7.590155 (lr=2.0000e-04) (hash(x)=25207694)
+1266 train 7.436324 (lr=2.0000e-04) (hash(x)=23914544)
+1267 train 7.417361 (lr=2.0000e-04) (hash(x)=23861489)
+1268 train 7.871115 (lr=2.0000e-04) (hash(x)=30714540)
+1269 train 7.423498 (lr=2.0000e-04) (hash(x)=23471007)
+1270 train 7.403291 (lr=2.0000e-04) (hash(x)=23244293)
+1271 train 7.358028 (lr=2.0000e-04) (hash(x)=19218470)
+1272 train 7.626291 (lr=2.0000e-04) (hash(x)=26965136)
+1273 train 7.399837 (lr=2.0000e-04) (hash(x)=22944035)
+1274 train 7.421453 (lr=2.0000e-04) (hash(x)=22002714)
+1275 train 7.679935 (lr=2.0000e-04) (hash(x)=28469562)
+1276 train 7.757257 (lr=2.0000e-04) (hash(x)=26889992)
+1277 train 7.791238 (lr=2.0000e-04) (hash(x)=26452814)
+1278 train 7.591066 (lr=2.0000e-04) (hash(x)=28397488)
+1279 train 7.689672 (lr=2.0000e-04) (hash(x)=25588469)
+1280 train 7.561771 (lr=2.0000e-04) (hash(x)=24833139)
+1281 train 7.436345 (lr=2.0000e-04) (hash(x)=24788298)
+1282 train 7.648601 (lr=2.0000e-04) (hash(x)=24979383)
+1283 train 7.635559 (lr=2.0000e-04) (hash(x)=25236367)
+1284 train 7.487442 (lr=2.0000e-04) (hash(x)=22638257)
+1285 train 7.350656 (lr=2.0000e-04) (hash(x)=23069067)
+1286 train 7.469014 (lr=2.0000e-04) (hash(x)=25133239)
+1287 train 8.014870 (lr=2.0000e-04) (hash(x)=30433767)
+1288 train 8.039823 (lr=2.0000e-04) (hash(x)=34319079)
+1289 train 7.882633 (lr=2.0000e-04) (hash(x)=29268881)
+1290 train 7.539392 (lr=2.0000e-04) (hash(x)=24528336)
+1291 train 7.721721 (lr=2.0000e-04) (hash(x)=26302626)
+1292 train 7.676869 (lr=2.0000e-04) (hash(x)=25479111)
+1293 train 7.857831 (lr=2.0000e-04) (hash(x)=24749682)
+1294 train 7.540157 (lr=2.0000e-04) (hash(x)=24111393)
+1295 train 7.318936 (lr=2.0000e-04) (hash(x)=17851621)
+1296 train 7.522383 (lr=2.0000e-04) (hash(x)=26463070)
+1297 train 7.505646 (lr=2.0000e-04) (hash(x)=25620741)
+1298 train 8.039561 (lr=2.0000e-04) (hash(x)=28225676)
+1299 train 7.859847 (lr=2.0000e-04) (hash(x)=27028191)
+1300 val loss 7.4777
+1300 val perplexity 1768.2430
+1300 train 7.536485 (lr=2.0000e-04) (hash(x)=29006516)
+1301 train 7.649445 (lr=2.0000e-04) (hash(x)=27590299)
+1302 train 7.772310 (lr=2.0000e-04) (hash(x)=28678983)
+1303 train 7.658417 (lr=2.0000e-04) (hash(x)=25183690)
+1304 train 7.188152 (lr=2.0000e-04) (hash(x)=19918097)
+1305 train 7.942801 (lr=2.0000e-04) (hash(x)=31114252)
+1306 train 7.883632 (lr=2.0000e-04) (hash(x)=30913255)
+1307 train 7.518354 (lr=2.0000e-04) (hash(x)=26182243)
+1308 train 7.732662 (lr=2.0000e-04) (hash(x)=27420668)
+1309 train 7.961051 (lr=2.0000e-04) (hash(x)=30419908)
+1310 train 7.841026 (lr=2.0000e-04) (hash(x)=29002281)
+1311 train 7.557324 (lr=2.0000e-04) (hash(x)=27040642)
+1312 train 7.449440 (lr=2.0000e-04) (hash(x)=26929300)
+1313 train 7.530196 (lr=2.0000e-04) (hash(x)=26240761)
+1314 train 7.555959 (lr=2.0000e-04) (hash(x)=27161876)
+1315 train 7.434490 (lr=2.0000e-04) (hash(x)=24489607)
+1316 train 7.791996 (lr=2.0000e-04) (hash(x)=27040115)
+1317 train 7.457932 (lr=2.0000e-04) (hash(x)=25012872)
+1318 train 7.111858 (lr=2.0000e-04) (hash(x)=20894720)
+1319 train 7.268848 (lr=2.0000e-04) (hash(x)=22183303)
+1320 train 7.451347 (lr=2.0000e-04) (hash(x)=26291778)
+1321 train 7.588958 (lr=2.0000e-04) (hash(x)=27682633)
+1322 train 7.381163 (lr=2.0000e-04) (hash(x)=26490892)
+1323 train 7.770712 (lr=2.0000e-04) (hash(x)=28844646)
+1324 train 8.078788 (lr=2.0000e-04) (hash(x)=29545304)
+1325 train 8.247984 (lr=2.0000e-04) (hash(x)=31082070)
+1326 train 7.872842 (lr=2.0000e-04) (hash(x)=27486316)
+1327 train 7.804000 (lr=2.0000e-04) (hash(x)=27537063)
+1328 train 7.509912 (lr=2.0000e-04) (hash(x)=26955557)
+1329 train 7.519897 (lr=2.0000e-04) (hash(x)=26125988)
+1330 train 7.545774 (lr=2.0000e-04) (hash(x)=22800125)
+1331 train 7.715690 (lr=2.0000e-04) (hash(x)=25446686)
+1332 train 7.780666 (lr=2.0000e-04) (hash(x)=28743746)
+1333 train 7.561531 (lr=2.0000e-04) (hash(x)=19819857)
+1334 train 7.309669 (lr=2.0000e-04) (hash(x)=23518628)
+1335 train 7.234111 (lr=2.0000e-04) (hash(x)=19492832)
+1336 train 7.490788 (lr=2.0000e-04) (hash(x)=24627720)
+1337 train 7.359062 (lr=2.0000e-04) (hash(x)=23741214)
+1338 train 7.451250 (lr=2.0000e-04) (hash(x)=25837914)
+1339 train 7.378652 (lr=2.0000e-04) (hash(x)=25484958)
+1340 train 7.335668 (lr=2.0000e-04) (hash(x)=23671284)
+1341 train 7.503382 (lr=2.0000e-04) (hash(x)=25525370)
+1342 train 7.537399 (lr=2.0000e-04) (hash(x)=26585300)
+1343 train 7.606314 (lr=2.0000e-04) (hash(x)=25951629)
+1344 train 7.775559 (lr=2.0000e-04) (hash(x)=28743135)
+1345 train 7.942698 (lr=2.0000e-04) (hash(x)=28557663)
+1346 train 7.314740 (lr=2.0000e-04) (hash(x)=22642751)
+1347 train 7.237403 (lr=2.0000e-04) (hash(x)=23462798)
+1348 train 7.127502 (lr=2.0000e-04) (hash(x)=24292328)
+1349 train 7.471887 (lr=2.0000e-04) (hash(x)=27320280)
+1350 val loss 7.4752
+1350 val perplexity 1763.8279
+1350 train 7.646048 (lr=2.0000e-04) (hash(x)=27352812)
+1351 train 7.493660 (lr=2.0000e-04) (hash(x)=22408682)
+1352 train 7.419832 (lr=2.0000e-04) (hash(x)=23144732)
+1353 train 7.318757 (lr=2.0000e-04) (hash(x)=22230799)
+1354 train 7.678810 (lr=2.0000e-04) (hash(x)=29747687)
+1355 train 7.862093 (lr=2.0000e-04) (hash(x)=31317970)
+1356 train 7.204640 (lr=2.0000e-04) (hash(x)=20131758)
+1357 train 7.501198 (lr=2.0000e-04) (hash(x)=24020983)
+1358 train 7.346643 (lr=2.0000e-04) (hash(x)=23998051)
+1359 train 7.446102 (lr=2.0000e-04) (hash(x)=27633457)
+1360 train 7.149377 (lr=2.0000e-04) (hash(x)=20155247)
+1361 train 7.427484 (lr=2.0000e-04) (hash(x)=23766987)
+1362 train 7.297700 (lr=2.0000e-04) (hash(x)=25960383)
+1363 train 7.597486 (lr=2.0000e-04) (hash(x)=23729283)
+1364 train 7.701376 (lr=2.0000e-04) (hash(x)=27775445)
+1365 train 7.567033 (lr=2.0000e-04) (hash(x)=25975834)
+1366 train 7.399053 (lr=2.0000e-04) (hash(x)=22765259)
+1367 train 7.619751 (lr=2.0000e-04) (hash(x)=27635080)
+1368 train 7.392246 (lr=2.0000e-04) (hash(x)=23848542)
+1369 train 7.519766 (lr=2.0000e-04) (hash(x)=27181156)
+1370 train 7.657758 (lr=2.0000e-04) (hash(x)=28321340)
+1371 train 7.418224 (lr=2.0000e-04) (hash(x)=25918780)
+1372 train 7.428957 (lr=2.0000e-04) (hash(x)=23338297)
+1373 train 7.606110 (lr=2.0000e-04) (hash(x)=22370417)
+1374 train 7.503765 (lr=2.0000e-04) (hash(x)=24272668)
+1375 train 7.187815 (lr=2.0000e-04) (hash(x)=22287596)
+1376 train 7.340569 (lr=2.0000e-04) (hash(x)=25257403)
+1377 train 7.305066 (lr=2.0000e-04) (hash(x)=21584419)
+1378 train 7.474236 (lr=2.0000e-04) (hash(x)=25318823)
+1379 train 7.284367 (lr=2.0000e-04) (hash(x)=22694623)
+1380 train 7.458067 (lr=2.0000e-04) (hash(x)=23743406)
+1381 train 7.668395 (lr=2.0000e-04) (hash(x)=30820846)
+1382 train 8.164579 (lr=2.0000e-04) (hash(x)=34639557)
+1383 train 8.022556 (lr=2.0000e-04) (hash(x)=35895440)
+1384 train 7.485132 (lr=2.0000e-04) (hash(x)=26304839)
+1385 train 7.605091 (lr=2.0000e-04) (hash(x)=27058657)
+1386 train 7.494146 (lr=2.0000e-04) (hash(x)=25209529)
+1387 train 7.449436 (lr=2.0000e-04) (hash(x)=24298886)
+1388 train 7.563040 (lr=2.0000e-04) (hash(x)=26200200)
+1389 train 7.470932 (lr=2.0000e-04) (hash(x)=27303061)
+1390 train 7.569391 (lr=2.0000e-04) (hash(x)=26531628)
+1391 train 7.566030 (lr=2.0000e-04) (hash(x)=25888847)
+1392 train 7.681847 (lr=2.0000e-04) (hash(x)=28924067)
+1393 train 7.209995 (lr=2.0000e-04) (hash(x)=21267641)
+1394 train 7.678760 (lr=2.0000e-04) (hash(x)=29419156)
+1395 train 7.928540 (lr=2.0000e-04) (hash(x)=30860646)
+1396 train 7.472604 (lr=2.0000e-04) (hash(x)=25744434)
+1397 train 7.455314 (lr=2.0000e-04) (hash(x)=26881837)
+1398 train 7.418198 (lr=2.0000e-04) (hash(x)=26676176)
+1399 train 7.657228 (lr=2.0000e-04) (hash(x)=26518800)
+1400 val loss 7.4360
+1400 val perplexity 1695.8831
+1400 train 7.392909 (lr=2.0000e-04) (hash(x)=25043238)
+1401 train 7.682201 (lr=2.0000e-04) (hash(x)=25863277)
+1402 train 7.307262 (lr=2.0000e-04) (hash(x)=24073623)
+1403 train 7.349136 (lr=2.0000e-04) (hash(x)=25385523)
+1404 train 7.408408 (lr=2.0000e-04) (hash(x)=24958112)
+1405 train 7.308711 (lr=2.0000e-04) (hash(x)=23362519)
+1406 train 7.615625 (lr=2.0000e-04) (hash(x)=29262616)
+1407 train 8.003450 (lr=2.0000e-04) (hash(x)=37519283)
+1408 train 8.212314 (lr=2.0000e-04) (hash(x)=33716930)
+1409 train 7.443111 (lr=2.0000e-04) (hash(x)=23392584)
+1410 train 7.862088 (lr=2.0000e-04) (hash(x)=22877779)
+1411 train 8.181785 (lr=2.0000e-04) (hash(x)=20564397)
+1412 train 7.712013 (lr=2.0000e-04) (hash(x)=24366235)
+1413 train 7.610537 (lr=2.0000e-04) (hash(x)=27065499)
+1414 train 7.465854 (lr=2.0000e-04) (hash(x)=26844114)
+1415 train 7.578670 (lr=2.0000e-04) (hash(x)=25141945)
+1416 train 7.733281 (lr=2.0000e-04) (hash(x)=28813116)
+1417 train 7.526516 (lr=2.0000e-04) (hash(x)=25466598)
+1418 train 7.409805 (lr=2.0000e-04) (hash(x)=22800032)
+1419 train 7.452391 (lr=2.0000e-04) (hash(x)=22717866)
+1420 train 7.934622 (lr=2.0000e-04) (hash(x)=28040763)
+1421 train 8.037396 (lr=2.0000e-04) (hash(x)=29648992)
+1422 train 8.015861 (lr=2.0000e-04) (hash(x)=31747228)
+1423 train 7.477325 (lr=2.0000e-04) (hash(x)=28527939)
+1424 train 7.419315 (lr=2.0000e-04) (hash(x)=21563992)
+1425 train 7.346921 (lr=2.0000e-04) (hash(x)=25134784)
+1426 train 7.604293 (lr=2.0000e-04) (hash(x)=28442823)
+1427 train 8.110201 (lr=2.0000e-04) (hash(x)=32757059)
+1428 train 7.311945 (lr=2.0000e-04) (hash(x)=24110500)
+1429 train 7.416622 (lr=2.0000e-04) (hash(x)=24145729)
+1430 train 7.456689 (lr=2.0000e-04) (hash(x)=23541086)
+1431 train 7.300753 (lr=2.0000e-04) (hash(x)=21942471)
+1432 train 7.433730 (lr=2.0000e-04) (hash(x)=24736836)
+1433 train 7.538256 (lr=2.0000e-04) (hash(x)=25325444)
+1434 train 7.546163 (lr=2.0000e-04) (hash(x)=25188954)
+1435 train 8.038910 (lr=2.0000e-04) (hash(x)=24247339)
+1436 train 7.571926 (lr=2.0000e-04) (hash(x)=23773363)
+1437 train 7.319420 (lr=2.0000e-04) (hash(x)=24142989)
+1438 train 7.346931 (lr=2.0000e-04) (hash(x)=24226952)
+1439 train 7.477512 (lr=2.0000e-04) (hash(x)=24955630)
+1440 train 7.437541 (lr=2.0000e-04) (hash(x)=24563233)
+1441 train 7.535974 (lr=2.0000e-04) (hash(x)=25491335)
+1442 train 7.870336 (lr=2.0000e-04) (hash(x)=33253763)
+1443 train 7.349842 (lr=2.0000e-04) (hash(x)=21368780)
+1444 train 7.423119 (lr=2.0000e-04) (hash(x)=26615500)
+1445 train 7.612744 (lr=2.0000e-04) (hash(x)=27146278)
+1446 train 7.470245 (lr=2.0000e-04) (hash(x)=25904861)
+1447 train 7.309684 (lr=2.0000e-04) (hash(x)=25541230)
+1448 train 7.465912 (lr=2.0000e-04) (hash(x)=25434227)
+1449 train 7.437462 (lr=2.0000e-04) (hash(x)=25375355)
+1450 val loss 7.4312
+1450 val perplexity 1687.8109
+1450 train 7.322402 (lr=2.0000e-04) (hash(x)=21921129)
+1451 train 7.308939 (lr=2.0000e-04) (hash(x)=23098806)
+1452 train 7.348190 (lr=2.0000e-04) (hash(x)=22000544)
+1453 train 7.284363 (lr=2.0000e-04) (hash(x)=22061174)
+1454 train 7.333635 (lr=2.0000e-04) (hash(x)=24326286)
+1455 train 7.340366 (lr=2.0000e-04) (hash(x)=23501481)
+1456 train 7.526536 (lr=2.0000e-04) (hash(x)=26397938)
+1457 train 7.476790 (lr=2.0000e-04) (hash(x)=24656430)
+1458 train 7.237649 (lr=2.0000e-04) (hash(x)=23494971)
+1459 train 7.293562 (lr=2.0000e-04) (hash(x)=23802681)
+1460 train 7.339608 (lr=2.0000e-04) (hash(x)=21990153)
+1461 train 7.365201 (lr=2.0000e-04) (hash(x)=23496118)
+1462 train 7.334494 (lr=2.0000e-04) (hash(x)=24233822)
+1463 train 7.661551 (lr=2.0000e-04) (hash(x)=22754988)
+1464 train 7.363326 (lr=2.0000e-04) (hash(x)=23116635)
+1465 train 7.111455 (lr=2.0000e-04) (hash(x)=21461650)
+1466 train 7.227647 (lr=2.0000e-04) (hash(x)=22274473)
+1467 train 7.311121 (lr=2.0000e-04) (hash(x)=22183009)
+1468 train 7.510551 (lr=2.0000e-04) (hash(x)=24972441)
+1469 train 7.302371 (lr=2.0000e-04) (hash(x)=22300616)
+1470 train 7.087281 (lr=2.0000e-04) (hash(x)=21443060)
+1471 train 7.353220 (lr=2.0000e-04) (hash(x)=23475070)
+1472 train 7.263355 (lr=2.0000e-04) (hash(x)=22316810)
+1473 train 7.674489 (lr=2.0000e-04) (hash(x)=24508407)
+1474 train 7.646315 (lr=2.0000e-04) (hash(x)=24603557)
+1475 train 7.356809 (lr=2.0000e-04) (hash(x)=23359061)
+1476 train 7.391299 (lr=2.0000e-04) (hash(x)=22950844)
+1477 train 7.467668 (lr=2.0000e-04) (hash(x)=22588667)
+1478 train 7.592601 (lr=2.0000e-04) (hash(x)=26083526)
+1479 train 7.487006 (lr=2.0000e-04) (hash(x)=23609959)
+1480 train 7.480404 (lr=2.0000e-04) (hash(x)=24088171)
+1481 train 7.487450 (lr=2.0000e-04) (hash(x)=25394852)
+1482 train 7.467093 (lr=2.0000e-04) (hash(x)=24503040)
+1483 train 7.236119 (lr=2.0000e-04) (hash(x)=22408449)
+1484 train 7.488397 (lr=2.0000e-04) (hash(x)=25069325)
+1485 train 7.515438 (lr=2.0000e-04) (hash(x)=26947398)
+1486 train 7.066818 (lr=2.0000e-04) (hash(x)=17527161)
+1487 train 7.389870 (lr=2.0000e-04) (hash(x)=23441847)
+1488 train 7.418784 (lr=2.0000e-04) (hash(x)=25592861)
+1489 train 7.339978 (lr=2.0000e-04) (hash(x)=23101350)
+1490 train 7.328832 (lr=2.0000e-04) (hash(x)=24201380)
+1491 train 7.419819 (lr=2.0000e-04) (hash(x)=23676365)
+1492 train 7.490872 (lr=2.0000e-04) (hash(x)=26668088)
+1493 train 7.584689 (lr=2.0000e-04) (hash(x)=26488811)
+1494 train 7.600922 (lr=2.0000e-04) (hash(x)=27248109)
+1495 train 7.585801 (lr=2.0000e-04) (hash(x)=23096292)
+1496 train 7.564285 (lr=2.0000e-04) (hash(x)=22101981)
+1497 train 7.694454 (lr=2.0000e-04) (hash(x)=24512380)
+1498 train 7.518553 (lr=2.0000e-04) (hash(x)=25367738)
+1499 train 7.536064 (lr=2.0000e-04) (hash(x)=27706294)
+1500 val loss 7.4973
+1500 val perplexity 1803.2097
+1500 train 7.622348 (lr=2.0000e-04) (hash(x)=24154026)
+1501 train 7.328650 (lr=2.0000e-04) (hash(x)=21892472)
+1502 train 7.428505 (lr=2.0000e-04) (hash(x)=23662543)
+1503 train 7.491656 (lr=2.0000e-04) (hash(x)=26171093)
+1504 train 7.507379 (lr=2.0000e-04) (hash(x)=25974292)
+1505 train 7.359193 (lr=2.0000e-04) (hash(x)=23191101)
+1506 train 7.580293 (lr=2.0000e-04) (hash(x)=26498861)
+1507 train 8.112558 (lr=2.0000e-04) (hash(x)=34946941)
+1508 train 7.687207 (lr=2.0000e-04) (hash(x)=25442719)
+1509 train 7.521244 (lr=2.0000e-04) (hash(x)=25569942)
+1510 train 7.252149 (lr=2.0000e-04) (hash(x)=21265828)
+1511 train 7.157272 (lr=2.0000e-04) (hash(x)=20060838)
+1512 train 7.338451 (lr=2.0000e-04) (hash(x)=22588251)
+1513 train 7.315956 (lr=2.0000e-04) (hash(x)=24581020)
+1514 train 7.298766 (lr=2.0000e-04) (hash(x)=21882493)
+1515 train 7.297075 (lr=2.0000e-04) (hash(x)=21591702)
+1516 train 7.272634 (lr=2.0000e-04) (hash(x)=19813285)
+1517 train 7.371665 (lr=2.0000e-04) (hash(x)=21870012)
+1518 train 7.446765 (lr=2.0000e-04) (hash(x)=26895498)
+1519 train 7.477240 (lr=2.0000e-04) (hash(x)=25451055)
+1520 train 7.528658 (lr=2.0000e-04) (hash(x)=25395865)
+1521 train 6.896442 (lr=2.0000e-04) (hash(x)=18989695)
+1522 train 6.813715 (lr=2.0000e-04) (hash(x)=17040678)
+1523 train 6.956055 (lr=2.0000e-04) (hash(x)=18691455)
+1524 train 7.109663 (lr=2.0000e-04) (hash(x)=19017167)
+1525 train 7.404269 (lr=2.0000e-04) (hash(x)=22406503)
+1526 train 7.527279 (lr=2.0000e-04) (hash(x)=23036138)
+1527 train 7.439690 (lr=2.0000e-04) (hash(x)=24934792)
+1528 train 7.410909 (lr=2.0000e-04) (hash(x)=22843127)
+1529 train 7.376648 (lr=2.0000e-04) (hash(x)=24249677)
+1530 train 7.259834 (lr=2.0000e-04) (hash(x)=23318555)
+1531 train 7.264874 (lr=2.0000e-04) (hash(x)=23864361)
+1532 train 7.185674 (lr=2.0000e-04) (hash(x)=20242060)
+1533 train 7.355463 (lr=2.0000e-04) (hash(x)=21549554)
+1534 train 7.215581 (lr=2.0000e-04) (hash(x)=21642024)
+1535 train 7.639977 (lr=2.0000e-04) (hash(x)=25367597)
+1536 train 7.802205 (lr=2.0000e-04) (hash(x)=27224144)
+1537 train 7.395140 (lr=2.0000e-04) (hash(x)=24409290)
+1538 train 7.405281 (lr=2.0000e-04) (hash(x)=24987180)
+1539 train 7.343946 (lr=2.0000e-04) (hash(x)=27016702)
+1540 train 7.553442 (lr=2.0000e-04) (hash(x)=25819636)
+1541 train 7.506529 (lr=2.0000e-04) (hash(x)=25520453)
+1542 train 7.279313 (lr=2.0000e-04) (hash(x)=23580496)
+1543 train 7.486098 (lr=2.0000e-04) (hash(x)=25022148)
+1544 train 7.548285 (lr=2.0000e-04) (hash(x)=25447327)
+1545 train 7.508920 (lr=2.0000e-04) (hash(x)=25010319)
+1546 train 7.431262 (lr=2.0000e-04) (hash(x)=25511777)
+1547 train 7.365191 (lr=2.0000e-04) (hash(x)=24459012)
+1548 train 7.419925 (lr=2.0000e-04) (hash(x)=25082785)
+1549 train 7.465056 (lr=2.0000e-04) (hash(x)=26528670)
+1550 val loss 7.4285
+1550 val perplexity 1683.2168
+1550 train 7.450135 (lr=2.0000e-04) (hash(x)=26684367)
+1551 train 7.408910 (lr=2.0000e-04) (hash(x)=25431365)
+1552 train 7.389272 (lr=2.0000e-04) (hash(x)=24802747)
+1553 train 7.197605 (lr=2.0000e-04) (hash(x)=24229522)
+1554 train 7.443002 (lr=2.0000e-04) (hash(x)=24757176)
+1555 train 7.564449 (lr=2.0000e-04) (hash(x)=25958785)
+1556 train 7.557569 (lr=2.0000e-04) (hash(x)=26810735)
+1557 train 7.227119 (lr=2.0000e-04) (hash(x)=22882640)
+1558 train 7.653245 (lr=2.0000e-04) (hash(x)=27220057)
+1559 train 7.883250 (lr=2.0000e-04) (hash(x)=29307788)
+1560 train 7.393964 (lr=2.0000e-04) (hash(x)=25214030)
+1561 train 7.211874 (lr=2.0000e-04) (hash(x)=23167825)
+1562 train 7.294446 (lr=2.0000e-04) (hash(x)=24658511)
+1563 train 7.473135 (lr=2.0000e-04) (hash(x)=24965435)
+1564 train 7.220737 (lr=2.0000e-04) (hash(x)=23620579)
+1565 train 7.219945 (lr=2.0000e-04) (hash(x)=23772949)
+1566 train 7.368241 (lr=2.0000e-04) (hash(x)=23807939)
+1567 train 7.563848 (lr=2.0000e-04) (hash(x)=25651929)
+1568 train 7.506734 (lr=2.0000e-04) (hash(x)=25549933)
+1569 train 7.246037 (lr=2.0000e-04) (hash(x)=23146724)
+1570 train 7.314233 (lr=2.0000e-04) (hash(x)=24099275)
+1571 train 7.491002 (lr=2.0000e-04) (hash(x)=28451031)
+1572 train 7.565671 (lr=2.0000e-04) (hash(x)=25488511)
+1573 train 7.351149 (lr=2.0000e-04) (hash(x)=23796771)
+1574 train 7.397515 (lr=2.0000e-04) (hash(x)=22642764)
+1575 train 7.516400 (lr=2.0000e-04) (hash(x)=26312387)
+1576 train 7.365298 (lr=2.0000e-04) (hash(x)=22486223)
+1577 train 7.335700 (lr=2.0000e-04) (hash(x)=21257377)
+1578 train 7.480380 (lr=2.0000e-04) (hash(x)=24328365)
+1579 train 7.544605 (lr=2.0000e-04) (hash(x)=25326650)
+1580 train 7.487896 (lr=2.0000e-04) (hash(x)=26484837)
+1581 train 7.270297 (lr=2.0000e-04) (hash(x)=24605603)
+1582 train 7.397924 (lr=2.0000e-04) (hash(x)=24668537)
+1583 train 7.319054 (lr=2.0000e-04) (hash(x)=23804913)
+1584 train 7.596574 (lr=2.0000e-04) (hash(x)=23615391)
+1585 train 7.523811 (lr=2.0000e-04) (hash(x)=24322926)
+1586 train 7.359396 (lr=2.0000e-04) (hash(x)=19753104)
+1587 train 7.765926 (lr=2.0000e-04) (hash(x)=25537529)
+1588 train 7.211394 (lr=2.0000e-04) (hash(x)=22835476)
+1589 train 7.334126 (lr=2.0000e-04) (hash(x)=25707197)
+1590 train 7.348869 (lr=2.0000e-04) (hash(x)=24191203)
+1591 train 7.576750 (lr=2.0000e-04) (hash(x)=26115519)
+1592 train 7.485591 (lr=2.0000e-04) (hash(x)=25781547)
+1593 train 7.315552 (lr=2.0000e-04) (hash(x)=24850654)
+1594 train 7.233457 (lr=2.0000e-04) (hash(x)=23300928)
+1595 train 7.421826 (lr=2.0000e-04) (hash(x)=25494804)
+1596 train 7.462613 (lr=2.0000e-04) (hash(x)=28169410)
+1597 train 7.218816 (lr=2.0000e-04) (hash(x)=21972022)
+1598 train 7.746831 (lr=2.0000e-04) (hash(x)=27687290)
+1599 train 7.634476 (lr=2.0000e-04) (hash(x)=23210747)
+1600 val loss 7.4122
+1600 val perplexity 1655.9915
+1600 train 7.632011 (lr=2.0000e-04) (hash(x)=20362758)
+1601 train 7.444823 (lr=2.0000e-04) (hash(x)=17064773)
+1602 train 7.487209 (lr=2.0000e-04) (hash(x)=17173694)
+1603 train 7.534871 (lr=2.0000e-04) (hash(x)=15717069)
+1604 train 7.641646 (lr=2.0000e-04) (hash(x)=15117973)
+1605 train 7.456329 (lr=2.0000e-04) (hash(x)=16189636)
+1606 train 7.395973 (lr=2.0000e-04) (hash(x)=16552095)
+1607 train 7.272423 (lr=2.0000e-04) (hash(x)=18463712)
+1608 train 7.463855 (lr=2.0000e-04) (hash(x)=17572155)
+1609 train 7.428316 (lr=2.0000e-04) (hash(x)=19970072)
+1610 train 7.431952 (lr=2.0000e-04) (hash(x)=20463871)
+1611 train 7.474145 (lr=2.0000e-04) (hash(x)=20705573)
+1612 train 7.285332 (lr=2.0000e-04) (hash(x)=24441646)
+1613 train 7.441219 (lr=2.0000e-04) (hash(x)=22913147)
+1614 train 7.552843 (lr=2.0000e-04) (hash(x)=23081598)
+1615 train 7.335203 (lr=2.0000e-04) (hash(x)=23245699)
+1616 train 7.281639 (lr=2.0000e-04) (hash(x)=23003072)
+1617 train 7.560327 (lr=2.0000e-04) (hash(x)=27121904)
+1618 train 7.310634 (lr=2.0000e-04) (hash(x)=25092305)
+1619 train 7.351284 (lr=2.0000e-04) (hash(x)=23444521)
+1620 train 7.396485 (lr=2.0000e-04) (hash(x)=22130531)
+1621 train 7.184690 (lr=2.0000e-04) (hash(x)=20917937)
+1622 train 7.282996 (lr=2.0000e-04) (hash(x)=22526838)
+1623 train 7.391001 (lr=2.0000e-04) (hash(x)=21770300)
+1624 train 8.468471 (lr=2.0000e-04) (hash(x)=22333537)
+1625 train 8.512374 (lr=2.0000e-04) (hash(x)=24642519)
+1626 train 7.705831 (lr=2.0000e-04) (hash(x)=25199038)
+1627 train 7.457292 (lr=2.0000e-04) (hash(x)=23334569)
+1628 train 7.371263 (lr=2.0000e-04) (hash(x)=23785360)
+1629 train 7.039916 (lr=2.0000e-04) (hash(x)=21796200)
+1630 train 7.093849 (lr=2.0000e-04) (hash(x)=22389081)
+1631 train 7.374439 (lr=2.0000e-04) (hash(x)=25387532)
+1632 train 6.965283 (lr=2.0000e-04) (hash(x)=17247578)
+1633 train 7.276248 (lr=2.0000e-04) (hash(x)=22203733)
+1634 train 7.537175 (lr=2.0000e-04) (hash(x)=24387455)
+1635 train 8.036757 (lr=2.0000e-04) (hash(x)=29466743)
+1636 train 7.408082 (lr=2.0000e-04) (hash(x)=25354152)
+1637 train 7.459021 (lr=2.0000e-04) (hash(x)=21756102)
+1638 train 7.410262 (lr=2.0000e-04) (hash(x)=23544029)
+1639 train 7.554540 (lr=2.0000e-04) (hash(x)=27718703)
+1640 train 7.491399 (lr=2.0000e-04) (hash(x)=25697138)
+1641 train 7.359006 (lr=2.0000e-04) (hash(x)=22978681)
+1642 train 7.852656 (lr=2.0000e-04) (hash(x)=29527067)
+1643 train 7.065479 (lr=2.0000e-04) (hash(x)=17631973)
+1644 train 7.465405 (lr=2.0000e-04) (hash(x)=24860172)
+1645 train 7.774406 (lr=2.0000e-04) (hash(x)=27947891)
+1646 train 7.453315 (lr=2.0000e-04) (hash(x)=23819556)
+1647 train 7.553314 (lr=2.0000e-04) (hash(x)=27661052)
+1648 train 7.350801 (lr=2.0000e-04) (hash(x)=23014209)
+1649 train 7.251924 (lr=2.0000e-04) (hash(x)=23061452)
+1650 val loss 7.4591
+1650 val perplexity 1735.6263
+1650 train 7.352060 (lr=2.0000e-04) (hash(x)=21949051)
+1651 train 7.359764 (lr=2.0000e-04) (hash(x)=22244096)
+1652 train 7.350061 (lr=2.0000e-04) (hash(x)=25997585)
+1653 train 7.455350 (lr=2.0000e-04) (hash(x)=25389713)
+1654 train 7.416027 (lr=2.0000e-04) (hash(x)=24390520)
+1655 train 7.672582 (lr=2.0000e-04) (hash(x)=26538928)
+1656 train 7.585824 (lr=2.0000e-04) (hash(x)=28708088)
+1657 train 7.688707 (lr=2.0000e-04) (hash(x)=25685569)
+1658 train 7.198959 (lr=2.0000e-04) (hash(x)=22163531)
+1659 train 7.368122 (lr=2.0000e-04) (hash(x)=26256802)
+1660 train 7.807968 (lr=2.0000e-04) (hash(x)=30016026)
+1661 train 7.414413 (lr=2.0000e-04) (hash(x)=24412323)
+1662 train 7.545219 (lr=2.0000e-04) (hash(x)=24722307)
+1663 train 7.434637 (lr=2.0000e-04) (hash(x)=21772654)
+1664 train 7.344171 (lr=2.0000e-04) (hash(x)=24984527)
+1665 train 7.462241 (lr=2.0000e-04) (hash(x)=25456825)
+1666 train 7.760913 (lr=2.0000e-04) (hash(x)=24383976)
+1667 train 7.715976 (lr=2.0000e-04) (hash(x)=25026277)
+1668 train 7.635289 (lr=2.0000e-04) (hash(x)=28121715)
+1669 train 7.629627 (lr=2.0000e-04) (hash(x)=26855439)
+1670 train 7.624535 (lr=2.0000e-04) (hash(x)=33370924)
+1671 train 7.568222 (lr=2.0000e-04) (hash(x)=26263254)
+1672 train 7.981751 (lr=2.0000e-04) (hash(x)=29958158)
+1673 train 7.286386 (lr=2.0000e-04) (hash(x)=21917396)
+1674 train 7.396671 (lr=2.0000e-04) (hash(x)=24196295)
+1675 train 7.450542 (lr=2.0000e-04) (hash(x)=24726314)
+1676 train 7.241950 (lr=2.0000e-04) (hash(x)=22137742)
+1677 train 7.381927 (lr=2.0000e-04) (hash(x)=24375100)
+1678 train 7.328241 (lr=2.0000e-04) (hash(x)=23965039)
+1679 train 7.349286 (lr=2.0000e-04) (hash(x)=23552356)
+1680 train 7.325231 (lr=2.0000e-04) (hash(x)=26136969)
+1681 train 7.563224 (lr=2.0000e-04) (hash(x)=25343112)
+1682 train 7.274016 (lr=2.0000e-04) (hash(x)=22831508)
+1683 train 7.527935 (lr=2.0000e-04) (hash(x)=26699819)
+1684 train 7.627425 (lr=2.0000e-04) (hash(x)=25435504)
+1685 train 7.746576 (lr=2.0000e-04) (hash(x)=25218858)
+1686 train 8.308118 (lr=2.0000e-04) (hash(x)=25664448)
+1687 train 7.452064 (lr=2.0000e-04) (hash(x)=22707141)
+1688 train 7.622682 (lr=2.0000e-04) (hash(x)=28001383)
+1689 train 7.829654 (lr=2.0000e-04) (hash(x)=29168269)
+1690 train 7.787231 (lr=2.0000e-04) (hash(x)=29637522)
+1691 train 7.843935 (lr=2.0000e-04) (hash(x)=25676149)
+1692 train 7.363542 (lr=2.0000e-04) (hash(x)=20919831)
+1693 train 7.480321 (lr=2.0000e-04) (hash(x)=24324401)
+1694 train 7.537724 (lr=2.0000e-04) (hash(x)=26862625)
+1695 train 7.890560 (lr=2.0000e-04) (hash(x)=34234481)
+1696 train 7.468426 (lr=2.0000e-04) (hash(x)=27415195)
+1697 train 7.317453 (lr=2.0000e-04) (hash(x)=24511386)
+1698 train 7.498945 (lr=2.0000e-04) (hash(x)=26904299)
+1699 train 7.358477 (lr=2.0000e-04) (hash(x)=25401624)
+1700 val loss 7.4738
+1700 val perplexity 1761.3451
+1700 train 7.410835 (lr=2.0000e-04) (hash(x)=26498489)
+1701 train 7.399092 (lr=2.0000e-04) (hash(x)=22340685)
+1702 train 7.512592 (lr=2.0000e-04) (hash(x)=26396757)
+1703 train 8.114822 (lr=2.0000e-04) (hash(x)=35008670)
+1704 train 7.828816 (lr=2.0000e-04) (hash(x)=31782020)
+1705 train 7.696607 (lr=2.0000e-04) (hash(x)=29662286)
+1706 train 7.852617 (lr=2.0000e-04) (hash(x)=34215782)
+1707 train 7.316525 (lr=2.0000e-04) (hash(x)=25682280)
+1708 train 7.616624 (lr=2.0000e-04) (hash(x)=27109048)
+1709 train 7.649177 (lr=2.0000e-04) (hash(x)=27686498)
+1710 train 7.411405 (lr=2.0000e-04) (hash(x)=24247565)
+1711 train 7.454845 (lr=2.0000e-04) (hash(x)=25891543)
+1712 train 7.543764 (lr=2.0000e-04) (hash(x)=26436778)
+1713 train 7.231091 (lr=2.0000e-04) (hash(x)=22538881)
+1714 train 7.242306 (lr=2.0000e-04) (hash(x)=21993512)
+1715 train 7.640573 (lr=2.0000e-04) (hash(x)=25962407)
+1716 train 7.452533 (lr=2.0000e-04) (hash(x)=24130284)
+1717 train 7.318520 (lr=2.0000e-04) (hash(x)=24819073)
+1718 train 7.219364 (lr=2.0000e-04) (hash(x)=23496648)
+1719 train 7.304848 (lr=2.0000e-04) (hash(x)=21971224)
+1720 train 7.164994 (lr=2.0000e-04) (hash(x)=21498081)
+1721 train 7.243507 (lr=2.0000e-04) (hash(x)=20951317)
+1722 train 7.700983 (lr=2.0000e-04) (hash(x)=28848134)
+1723 train 7.700494 (lr=2.0000e-04) (hash(x)=30838142)
+1724 train 7.689210 (lr=2.0000e-04) (hash(x)=28844392)
+1725 train 7.314919 (lr=2.0000e-04) (hash(x)=23102419)
+1726 train 7.408671 (lr=2.0000e-04) (hash(x)=22374479)
+1727 train 7.618093 (lr=2.0000e-04) (hash(x)=27312186)
+1728 train 7.925144 (lr=2.0000e-04) (hash(x)=34362559)
+1729 train 7.811282 (lr=2.0000e-04) (hash(x)=30920030)
+1730 train 7.225149 (lr=2.0000e-04) (hash(x)=23684126)
+1731 train 7.419384 (lr=2.0000e-04) (hash(x)=23657081)
+1732 train 7.613179 (lr=2.0000e-04) (hash(x)=28463299)
+1733 train 7.854032 (lr=2.0000e-04) (hash(x)=35351214)
+1734 train 7.500106 (lr=2.0000e-04) (hash(x)=28855662)
+1735 train 7.139831 (lr=2.0000e-04) (hash(x)=22163749)
+1736 train 7.157726 (lr=2.0000e-04) (hash(x)=22024585)
+1737 train 7.290212 (lr=2.0000e-04) (hash(x)=24629160)
+1738 train 7.382190 (lr=2.0000e-04) (hash(x)=25220941)
+1739 train 7.307613 (lr=2.0000e-04) (hash(x)=24829818)
+1740 train 7.615994 (lr=2.0000e-04) (hash(x)=28453898)
+1741 train 7.656612 (lr=2.0000e-04) (hash(x)=25424550)
+1742 train 7.350762 (lr=2.0000e-04) (hash(x)=23437814)
+1743 train 7.424993 (lr=2.0000e-04) (hash(x)=25942888)
+1744 train 7.418327 (lr=2.0000e-04) (hash(x)=24503801)
+1745 train 7.651987 (lr=2.0000e-04) (hash(x)=26418501)
+1746 train 7.555055 (lr=2.0000e-04) (hash(x)=27177691)
+1747 train 7.293181 (lr=2.0000e-04) (hash(x)=23785671)
+1748 train 7.664659 (lr=2.0000e-04) (hash(x)=27362772)
+1749 train 7.471166 (lr=2.0000e-04) (hash(x)=25097859)
+1750 val loss 7.4345
+1750 val perplexity 1693.3409
+1750 train 7.387301 (lr=2.0000e-04) (hash(x)=24662466)
+1751 train 7.318897 (lr=2.0000e-04) (hash(x)=25493916)
+1752 train 7.438141 (lr=2.0000e-04) (hash(x)=24655868)
+1753 train 7.716566 (lr=2.0000e-04) (hash(x)=19819210)
+1754 train 7.260583 (lr=2.0000e-04) (hash(x)=21377155)
+1755 train 8.086207 (lr=2.0000e-04) (hash(x)=28618702)
+1756 train 7.995847 (lr=2.0000e-04) (hash(x)=27324953)
+1757 train 7.726896 (lr=2.0000e-04) (hash(x)=29707907)
+1758 train 7.529521 (lr=2.0000e-04) (hash(x)=24485921)
+1759 train 7.608983 (lr=2.0000e-04) (hash(x)=24289951)
+1760 train 7.350269 (lr=2.0000e-04) (hash(x)=22496716)
+1761 train 7.489301 (lr=2.0000e-04) (hash(x)=25147026)
+1762 train 7.551158 (lr=2.0000e-04) (hash(x)=26851828)
+1763 train 7.508212 (lr=2.0000e-04) (hash(x)=26331486)
+1764 train 7.352829 (lr=2.0000e-04) (hash(x)=24383054)
+1765 train 7.554808 (lr=2.0000e-04) (hash(x)=25885126)
+1766 train 7.504475 (lr=2.0000e-04) (hash(x)=25848470)
+1767 train 7.294933 (lr=2.0000e-04) (hash(x)=23648671)
+1768 train 7.275983 (lr=2.0000e-04) (hash(x)=23168674)
+1769 train 7.147245 (lr=2.0000e-04) (hash(x)=20252079)
+1770 train 7.340419 (lr=2.0000e-04) (hash(x)=23914287)
+1771 train 7.644950 (lr=2.0000e-04) (hash(x)=27292797)
+1772 train 6.877750 (lr=2.0000e-04) (hash(x)=16175151)
+1773 train 7.010060 (lr=2.0000e-04) (hash(x)=18317379)
+1774 train 7.391443 (lr=2.0000e-04) (hash(x)=24464271)
+1775 train 7.376287 (lr=2.0000e-04) (hash(x)=24992055)
+1776 train 7.980424 (lr=2.0000e-04) (hash(x)=26032451)
+1777 train 7.735541 (lr=2.0000e-04) (hash(x)=24734221)
+1778 train 7.694829 (lr=2.0000e-04) (hash(x)=25413430)
+1779 train 7.580751 (lr=2.0000e-04) (hash(x)=24398330)
+1780 train 7.394408 (lr=2.0000e-04) (hash(x)=24568049)
+1781 train 7.326923 (lr=2.0000e-04) (hash(x)=23573984)
+1782 train 7.508160 (lr=2.0000e-04) (hash(x)=27338410)
+1783 train 7.439733 (lr=2.0000e-04) (hash(x)=26005549)
+1784 train 7.293262 (lr=2.0000e-04) (hash(x)=24332331)
+1785 train 7.116344 (lr=2.0000e-04) (hash(x)=22583878)
+1786 train 7.326039 (lr=2.0000e-04) (hash(x)=24599113)
+1787 train 7.758981 (lr=2.0000e-04) (hash(x)=30259737)
+1788 train 7.544288 (lr=2.0000e-04) (hash(x)=26504237)
+1789 train 7.418361 (lr=2.0000e-04) (hash(x)=25196470)
+1790 train 7.336706 (lr=2.0000e-04) (hash(x)=23607871)
+1791 train 7.270078 (lr=2.0000e-04) (hash(x)=21046554)
+1792 train 7.512747 (lr=2.0000e-04) (hash(x)=27285635)
+1793 train 7.466194 (lr=2.0000e-04) (hash(x)=25454371)
+1794 train 7.530832 (lr=2.0000e-04) (hash(x)=26486575)
+1795 train 7.051147 (lr=2.0000e-04) (hash(x)=18773877)
+1796 train 7.241348 (lr=2.0000e-04) (hash(x)=22506761)
+1797 train 7.423998 (lr=2.0000e-04) (hash(x)=24645168)
+1798 train 7.456641 (lr=2.0000e-04) (hash(x)=25046236)
+1799 train 7.558507 (lr=2.0000e-04) (hash(x)=26321539)
+1800 val loss 7.3924
+1800 val perplexity 1623.5791
+1800 train 7.304485 (lr=2.0000e-04) (hash(x)=24602494)
+1801 train 7.490372 (lr=2.0000e-04) (hash(x)=25722713)
+1802 train 7.240705 (lr=2.0000e-04) (hash(x)=23711219)
+1803 train 7.344878 (lr=2.0000e-04) (hash(x)=22850804)
+1804 train 7.666214 (lr=2.0000e-04) (hash(x)=25829388)
+1805 train 7.216297 (lr=2.0000e-04) (hash(x)=22503524)
+1806 train 7.483795 (lr=2.0000e-04) (hash(x)=26669453)
+1807 train 7.421087 (lr=2.0000e-04) (hash(x)=27807872)
+1808 train 7.430324 (lr=2.0000e-04) (hash(x)=23543560)
+1809 train 7.581300 (lr=2.0000e-04) (hash(x)=25845590)
+1810 train 7.375118 (lr=2.0000e-04) (hash(x)=23026635)
+1811 train 7.333023 (lr=2.0000e-04) (hash(x)=25545137)
+1812 train 7.811363 (lr=2.0000e-04) (hash(x)=27746841)
+1813 train 7.210161 (lr=2.0000e-04) (hash(x)=25471231)
+1814 train 7.383776 (lr=2.0000e-04) (hash(x)=24333204)
+1815 train 7.191570 (lr=2.0000e-04) (hash(x)=21555364)
+1816 train 7.388771 (lr=2.0000e-04) (hash(x)=26317977)
+1817 train 7.442184 (lr=2.0000e-04) (hash(x)=24474988)
+1818 train 7.209785 (lr=2.0000e-04) (hash(x)=21975953)
+1819 train 7.747077 (lr=2.0000e-04) (hash(x)=27243798)
+1820 train 7.386609 (lr=2.0000e-04) (hash(x)=25097367)
+1821 train 7.301895 (lr=2.0000e-04) (hash(x)=24419085)
+1822 train 7.229210 (lr=2.0000e-04) (hash(x)=23058837)
+1823 train 7.366200 (lr=2.0000e-04) (hash(x)=26325324)
+1824 train 7.119000 (lr=2.0000e-04) (hash(x)=20581023)
+1825 train 7.420414 (lr=2.0000e-04) (hash(x)=24822111)
+1826 train 7.259834 (lr=2.0000e-04) (hash(x)=24336304)
+1827 train 7.464206 (lr=2.0000e-04) (hash(x)=26228728)
+1828 train 7.570217 (lr=2.0000e-04) (hash(x)=26445781)
+1829 train 7.520402 (lr=2.0000e-04) (hash(x)=24707042)
+1830 train 7.810998 (lr=2.0000e-04) (hash(x)=27882744)
+1831 train 7.352031 (lr=2.0000e-04) (hash(x)=24956294)
+1832 train 7.214618 (lr=2.0000e-04) (hash(x)=20984728)
+1833 train 7.183048 (lr=2.0000e-04) (hash(x)=23424737)
+1834 train 7.596974 (lr=2.0000e-04) (hash(x)=26207120)
+1835 train 7.589650 (lr=2.0000e-04) (hash(x)=25592289)
+1836 train 7.234224 (lr=2.0000e-04) (hash(x)=24326649)
+1837 train 7.412745 (lr=2.0000e-04) (hash(x)=26826109)
+1838 train 7.374940 (lr=2.0000e-04) (hash(x)=24759294)
+1839 train 7.378722 (lr=2.0000e-04) (hash(x)=24429389)
+1840 train 7.332770 (lr=2.0000e-04) (hash(x)=25537519)
+1841 train 7.340412 (lr=2.0000e-04) (hash(x)=24747421)
+1842 train 7.220413 (lr=2.0000e-04) (hash(x)=23079065)
+1843 train 7.623666 (lr=2.0000e-04) (hash(x)=28733708)
+1844 train 7.373787 (lr=2.0000e-04) (hash(x)=23937742)
+1845 train 7.648412 (lr=2.0000e-04) (hash(x)=29704803)
+1846 train 7.834920 (lr=2.0000e-04) (hash(x)=34617155)
+1847 train 7.551700 (lr=2.0000e-04) (hash(x)=27929846)
+1848 train 7.891089 (lr=2.0000e-04) (hash(x)=28280878)
+1849 train 6.960697 (lr=2.0000e-04) (hash(x)=18961171)
+1850 val loss 7.3874
+1850 val perplexity 1615.5637
+1850 train 7.459711 (lr=2.0000e-04) (hash(x)=27146015)
+1851 train 7.269335 (lr=2.0000e-04) (hash(x)=22417476)
+1852 train 7.414658 (lr=2.0000e-04) (hash(x)=24583152)
+1853 train 7.449399 (lr=2.0000e-04) (hash(x)=26364120)
+1854 train 7.637077 (lr=2.0000e-04) (hash(x)=25946767)
+1855 train 7.471562 (lr=2.0000e-04) (hash(x)=25282897)
+1856 train 7.441990 (lr=2.0000e-04) (hash(x)=25154557)
+1857 train 7.160864 (lr=2.0000e-04) (hash(x)=22082503)
+1858 train 7.195989 (lr=2.0000e-04) (hash(x)=23974606)
+1859 train 7.306929 (lr=2.0000e-04) (hash(x)=22278062)
+1860 train 7.242905 (lr=2.0000e-04) (hash(x)=19509639)
+1861 train 7.516477 (lr=2.0000e-04) (hash(x)=24271468)
+1862 train 7.126134 (lr=2.0000e-04) (hash(x)=21943809)
+1863 train 7.395763 (lr=2.0000e-04) (hash(x)=26802508)
+1864 train 7.943808 (lr=2.0000e-04) (hash(x)=34178409)
+1865 train 8.038165 (lr=2.0000e-04) (hash(x)=33468379)
+1866 train 7.239643 (lr=2.0000e-04) (hash(x)=22109262)
+1867 train 7.050708 (lr=2.0000e-04) (hash(x)=22094832)
+1868 train 7.260742 (lr=2.0000e-04) (hash(x)=24016953)
+1869 train 7.518379 (lr=2.0000e-04) (hash(x)=26759850)
+1870 train 7.375374 (lr=2.0000e-04) (hash(x)=23570779)
+1871 train 7.751900 (lr=2.0000e-04) (hash(x)=28390416)
+1872 train 7.766478 (lr=2.0000e-04) (hash(x)=26215770)
+1873 train 7.590872 (lr=2.0000e-04) (hash(x)=22727956)
+1874 train 7.407074 (lr=2.0000e-04) (hash(x)=21304587)
+1875 train 7.701261 (lr=2.0000e-04) (hash(x)=26379331)
+1876 train 7.763141 (lr=2.0000e-04) (hash(x)=25252419)
+1877 train 7.600276 (lr=2.0000e-04) (hash(x)=25048158)
+1878 train 7.539962 (lr=2.0000e-04) (hash(x)=23588991)
+1879 train 7.569115 (lr=2.0000e-04) (hash(x)=26292451)
+1880 train 7.433736 (lr=2.0000e-04) (hash(x)=23617086)
+1881 train 7.310329 (lr=2.0000e-04) (hash(x)=23336031)
+1882 train 7.318984 (lr=2.0000e-04) (hash(x)=19198742)
+1883 train 7.984622 (lr=2.0000e-04) (hash(x)=26301866)
+1884 train 7.999465 (lr=2.0000e-04) (hash(x)=30114703)
+1885 train 7.574936 (lr=2.0000e-04) (hash(x)=26687040)
+1886 train 7.395825 (lr=2.0000e-04) (hash(x)=25810717)
+1887 train 7.244366 (lr=2.0000e-04) (hash(x)=22915344)
+1888 train 7.538559 (lr=2.0000e-04) (hash(x)=27046189)
+1889 train 7.120576 (lr=2.0000e-04) (hash(x)=19831900)
+1890 train 7.525280 (lr=2.0000e-04) (hash(x)=27786987)
+1891 train 7.383842 (lr=2.0000e-04) (hash(x)=25448318)
+1892 train 7.412061 (lr=2.0000e-04) (hash(x)=25166953)
+1893 train 7.395529 (lr=2.0000e-04) (hash(x)=24993116)
+1894 train 7.452682 (lr=2.0000e-04) (hash(x)=25748002)
+1895 train 7.640657 (lr=2.0000e-04) (hash(x)=24744383)
+1896 train 7.391794 (lr=2.0000e-04) (hash(x)=25560120)
+1897 train 7.233229 (lr=2.0000e-04) (hash(x)=23731849)
+1898 train 7.260559 (lr=2.0000e-04) (hash(x)=24115851)
+1899 train 7.277806 (lr=2.0000e-04) (hash(x)=22835201)
+1900 val loss 7.3969
+1900 val perplexity 1630.9413
+1900 train 7.048290 (lr=2.0000e-04) (hash(x)=21927896)
+1901 train 7.425462 (lr=2.0000e-04) (hash(x)=24652361)
+1902 train 7.626352 (lr=2.0000e-04) (hash(x)=27332405)
+1903 train 7.454024 (lr=2.0000e-04) (hash(x)=26284678)
+1904 train 7.357592 (lr=2.0000e-04) (hash(x)=23441305)
+1905 train 7.481908 (lr=2.0000e-04) (hash(x)=27522881)
+1906 train 7.491205 (lr=2.0000e-04) (hash(x)=25521191)
+1907 train 7.271636 (lr=2.0000e-04) (hash(x)=24745936)
+1908 train 7.198180 (lr=2.0000e-04) (hash(x)=21653364)
+1909 train 7.224533 (lr=2.0000e-04) (hash(x)=21973969)
+1910 train 7.261603 (lr=2.0000e-04) (hash(x)=24318192)
+1911 train 7.220807 (lr=2.0000e-04) (hash(x)=21654269)
+1912 train 7.244652 (lr=2.0000e-04) (hash(x)=24142904)
+1913 train 7.151119 (lr=2.0000e-04) (hash(x)=21708739)
+1914 train 7.378407 (lr=2.0000e-04) (hash(x)=22937923)
+1915 train 7.928161 (lr=2.0000e-04) (hash(x)=32387999)
+1916 train 8.108008 (lr=2.0000e-04) (hash(x)=28958671)
+1917 train 8.146026 (lr=2.0000e-04) (hash(x)=32662682)
+1918 train 8.047839 (lr=2.0000e-04) (hash(x)=31364539)
+1919 train 8.128179 (lr=2.0000e-04) (hash(x)=29466268)
+1920 train 8.089495 (lr=2.0000e-04) (hash(x)=31407564)
+1921 train 7.926580 (lr=2.0000e-04) (hash(x)=28372973)
+1922 train 8.045165 (lr=2.0000e-04) (hash(x)=28620993)
+1923 train 8.061490 (lr=2.0000e-04) (hash(x)=30736727)
+1924 train 7.966838 (lr=2.0000e-04) (hash(x)=30370374)
+1925 train 7.903009 (lr=2.0000e-04) (hash(x)=29935562)
+1926 train 7.919374 (lr=2.0000e-04) (hash(x)=30528627)
+1927 train 7.943234 (lr=2.0000e-04) (hash(x)=32616762)
+1928 train 7.784870 (lr=2.0000e-04) (hash(x)=29150044)
+1929 train 7.954528 (lr=2.0000e-04) (hash(x)=32861403)
+1930 train 7.870479 (lr=2.0000e-04) (hash(x)=31053918)
+1931 train 7.786781 (lr=2.0000e-04) (hash(x)=29358578)
+1932 train 7.861572 (lr=2.0000e-04) (hash(x)=31521292)
+1933 train 7.814714 (lr=2.0000e-04) (hash(x)=31218966)
+1934 train 7.823788 (lr=2.0000e-04) (hash(x)=31811872)
+1935 train 7.987572 (lr=2.0000e-04) (hash(x)=32201138)
+1936 train 7.731827 (lr=2.0000e-04) (hash(x)=28631348)
+1937 train 7.839115 (lr=2.0000e-04) (hash(x)=30545133)
+1938 train 7.906713 (lr=2.0000e-04) (hash(x)=32136080)
+1939 train 7.944055 (lr=2.0000e-04) (hash(x)=30041621)
+1940 train 7.736624 (lr=2.0000e-04) (hash(x)=30537181)
+1941 train 7.759046 (lr=2.0000e-04) (hash(x)=30371023)
+1942 train 7.882370 (lr=2.0000e-04) (hash(x)=30734634)
+1943 train 7.798317 (lr=2.0000e-04) (hash(x)=33683468)
+1944 train 7.825926 (lr=2.0000e-04) (hash(x)=30472451)
+1945 train 7.702002 (lr=2.0000e-04) (hash(x)=29809830)
+1946 train 7.564371 (lr=2.0000e-04) (hash(x)=26077593)
+1947 train 7.553823 (lr=2.0000e-04) (hash(x)=26837755)
+1948 train 7.537652 (lr=2.0000e-04) (hash(x)=23910920)
+1949 train 7.525764 (lr=2.0000e-04) (hash(x)=26084089)
+1950 val loss 7.4845
+1950 val perplexity 1780.2065
+1950 train 7.689705 (lr=2.0000e-04) (hash(x)=26963533)
+1951 train 7.568777 (lr=2.0000e-04) (hash(x)=27498125)
+1952 train 7.684766 (lr=2.0000e-04) (hash(x)=29512508)
+1953 train 7.912148 (lr=2.0000e-04) (hash(x)=34478395)
+1954 train 7.587508 (lr=2.0000e-04) (hash(x)=25357046)
+1955 train 7.380859 (lr=2.0000e-04) (hash(x)=22372507)
+1956 train 7.373227 (lr=2.0000e-04) (hash(x)=24501779)
+1957 train 7.411557 (lr=2.0000e-04) (hash(x)=25638879)
+1958 train 7.262254 (lr=2.0000e-04) (hash(x)=24243109)
+1959 train 7.270630 (lr=2.0000e-04) (hash(x)=25164318)
+1960 train 7.381941 (lr=2.0000e-04) (hash(x)=24139533)
+1961 train 7.396783 (lr=2.0000e-04) (hash(x)=27271900)
+1962 train 7.236927 (lr=2.0000e-04) (hash(x)=24869232)
+1963 train 7.442727 (lr=2.0000e-04) (hash(x)=26562947)
+1964 train 7.354222 (lr=2.0000e-04) (hash(x)=26477326)
+1965 train 7.429527 (lr=2.0000e-04) (hash(x)=24917192)
+1966 train 7.244245 (lr=2.0000e-04) (hash(x)=23110147)
+1967 train 7.347286 (lr=2.0000e-04) (hash(x)=25690221)
+1968 train 7.739027 (lr=2.0000e-04) (hash(x)=26999273)
+1969 train 7.386214 (lr=2.0000e-04) (hash(x)=24807841)
+1970 train 7.288101 (lr=2.0000e-04) (hash(x)=23918831)
+1971 train 7.256412 (lr=2.0000e-04) (hash(x)=21947305)
+1972 train 7.312145 (lr=2.0000e-04) (hash(x)=22874486)
+1973 train 7.248506 (lr=2.0000e-04) (hash(x)=22195089)
+1974 train 7.320007 (lr=2.0000e-04) (hash(x)=25345359)
+1975 train 7.430557 (lr=2.0000e-04) (hash(x)=29031550)
+1976 train 7.446012 (lr=2.0000e-04) (hash(x)=29947423)
+1977 train 7.621425 (lr=2.0000e-04) (hash(x)=29395823)
+1978 train 7.409345 (lr=2.0000e-04) (hash(x)=26968216)
+1979 train 7.474486 (lr=2.0000e-04) (hash(x)=26551589)
+1980 train 7.442436 (lr=2.0000e-04) (hash(x)=25657210)
+1981 train 7.392182 (lr=2.0000e-04) (hash(x)=23689487)
+1982 train 7.506122 (lr=2.0000e-04) (hash(x)=25744240)
+1983 train 7.512726 (lr=2.0000e-04) (hash(x)=24094093)
+1984 train 7.231861 (lr=2.0000e-04) (hash(x)=21724872)
+1985 train 7.283941 (lr=2.0000e-04) (hash(x)=24106453)
+1986 train 7.330585 (lr=2.0000e-04) (hash(x)=25004577)
+1987 train 7.308645 (lr=2.0000e-04) (hash(x)=23639076)
+1988 train 7.596387 (lr=2.0000e-04) (hash(x)=29408797)
+1989 train 7.230771 (lr=2.0000e-04) (hash(x)=25107314)
+1990 train 10.016490 (lr=2.0000e-04) (hash(x)=49896019)
+1991 train 11.588079 (lr=2.0000e-04) (hash(x)=61455960)
+1992 train 11.274370 (lr=2.0000e-04) (hash(x)=63788199)
+1993 train 11.311824 (lr=2.0000e-04) (hash(x)=63899424)
+1994 train 10.827972 (lr=2.0000e-04) (hash(x)=66412689)
+1995 train 10.294318 (lr=2.0000e-04) (hash(x)=65636572)
+1996 train 10.393780 (lr=2.0000e-04) (hash(x)=69649789)
+1997 train 10.004844 (lr=2.0000e-04) (hash(x)=71578682)
+1998 train 9.208812 (lr=2.0000e-04) (hash(x)=58341730)
+1999 train 9.138857 (lr=2.0000e-04) (hash(x)=61104710)
+2000 val loss 8.1850
+2000 val perplexity 3586.7451
+2000 train 8.703631 (lr=2.0000e-04) (hash(x)=52865322)
+2001 train 8.326288 (lr=2.0000e-04) (hash(x)=23633693)
+2002 train 8.349872 (lr=2.0000e-04) (hash(x)=25297571)
+2003 train 8.508837 (lr=2.0000e-04) (hash(x)=24123821)
+2004 train 7.883428 (lr=2.0000e-04) (hash(x)=20161517)
+2005 train 7.661708 (lr=2.0000e-04) (hash(x)=19919984)
+2006 train 7.598383 (lr=2.0000e-04) (hash(x)=18626507)
+2007 train 7.625771 (lr=2.0000e-04) (hash(x)=20881126)
+2008 train 7.817433 (lr=2.0000e-04) (hash(x)=26261448)
+2009 train 7.785039 (lr=2.0000e-04) (hash(x)=27528050)
+2010 train 7.745683 (lr=2.0000e-04) (hash(x)=26692097)
+2011 train 7.503111 (lr=2.0000e-04) (hash(x)=23209969)
+2012 train 7.589284 (lr=2.0000e-04) (hash(x)=26083446)
+2013 train 7.864961 (lr=2.0000e-04) (hash(x)=28426467)
+2014 train 7.642900 (lr=2.0000e-04) (hash(x)=26158154)
+2015 train 7.696724 (lr=2.0000e-04) (hash(x)=26920243)
+2016 train 7.366559 (lr=2.0000e-04) (hash(x)=21365321)
+2017 train 7.507739 (lr=2.0000e-04) (hash(x)=25730699)
+2018 train 7.538783 (lr=2.0000e-04) (hash(x)=25177106)
+2019 train 7.437387 (lr=2.0000e-04) (hash(x)=26127756)
+2020 train 7.056751 (lr=2.0000e-04) (hash(x)=19770037)
+2021 train 7.519284 (lr=2.0000e-04) (hash(x)=26479346)
+2022 train 7.431476 (lr=2.0000e-04) (hash(x)=25967643)
+2023 train 7.411129 (lr=2.0000e-04) (hash(x)=21970343)
+2024 train 7.667491 (lr=2.0000e-04) (hash(x)=26449648)
+2025 train 7.523656 (lr=2.0000e-04) (hash(x)=24874094)
+2026 train 7.196519 (lr=2.0000e-04) (hash(x)=21399697)
+2027 train 7.414985 (lr=2.0000e-04) (hash(x)=24097897)
+2028 train 7.473097 (lr=2.0000e-04) (hash(x)=24453548)
+2029 train 7.670724 (lr=2.0000e-04) (hash(x)=26692093)
+2030 train 7.423056 (lr=2.0000e-04) (hash(x)=27217002)
+2031 train 7.881940 (lr=2.0000e-04) (hash(x)=31676352)
+2032 train 7.547446 (lr=2.0000e-04) (hash(x)=23396350)
+2033 train 7.530788 (lr=2.0000e-04) (hash(x)=26245173)
+2034 train 7.599857 (lr=2.0000e-04) (hash(x)=24821033)
+2035 train 7.615238 (lr=2.0000e-04) (hash(x)=23908053)
+2036 train 7.354980 (lr=2.0000e-04) (hash(x)=23469373)
+2037 train 7.414897 (lr=2.0000e-04) (hash(x)=24102198)
+2038 train 7.420520 (lr=2.0000e-04) (hash(x)=24712135)
+2039 train 7.751703 (lr=2.0000e-04) (hash(x)=25600562)
+2040 train 7.579884 (lr=2.0000e-04) (hash(x)=23193393)
+2041 train 7.567333 (lr=2.0000e-04) (hash(x)=24776954)
+2042 train 7.699811 (lr=2.0000e-04) (hash(x)=28066546)
+2043 train 7.252969 (lr=2.0000e-04) (hash(x)=23549168)
+2044 train 7.290540 (lr=2.0000e-04) (hash(x)=22681487)
+2045 train 7.536803 (lr=2.0000e-04) (hash(x)=26663184)
+2046 train 7.449216 (lr=2.0000e-04) (hash(x)=23320809)
+2047 train 7.287793 (lr=2.0000e-04) (hash(x)=22022924)
+2048 train 7.648914 (lr=2.0000e-04) (hash(x)=27960930)
+2049 train 7.476746 (lr=2.0000e-04) (hash(x)=24899178)
+2050 val loss 7.4633
+2050 val perplexity 1742.9254
+2050 train 7.351888 (lr=2.0000e-04) (hash(x)=24450711)
+2051 train 7.308372 (lr=2.0000e-04) (hash(x)=23294980)
+2052 train 7.239586 (lr=2.0000e-04) (hash(x)=23243665)
+2053 train 7.144998 (lr=2.0000e-04) (hash(x)=21004461)
+2054 train 7.429376 (lr=2.0000e-04) (hash(x)=24493583)
+2055 train 7.344763 (lr=2.0000e-04) (hash(x)=22777085)
+2056 train 7.277831 (lr=2.0000e-04) (hash(x)=25169889)
+2057 train 7.987470 (lr=2.0000e-04) (hash(x)=28395880)
+2058 train 7.896574 (lr=2.0000e-04) (hash(x)=29603726)
+2059 train 7.475481 (lr=2.0000e-04) (hash(x)=26271115)
+2060 train 7.535752 (lr=2.0000e-04) (hash(x)=25616212)
+2061 train 7.558010 (lr=2.0000e-04) (hash(x)=26398325)
+2062 train 7.279856 (lr=2.0000e-04) (hash(x)=23836586)
+2063 train 7.206918 (lr=2.0000e-04) (hash(x)=21727744)
+2064 train 7.421983 (lr=2.0000e-04) (hash(x)=25183195)
+2065 train 7.565515 (lr=2.0000e-04) (hash(x)=27108132)
+2066 train 7.283606 (lr=2.0000e-04) (hash(x)=20987812)
+2067 train 7.568718 (lr=2.0000e-04) (hash(x)=22729318)
+2068 train 7.396798 (lr=2.0000e-04) (hash(x)=23129709)
+2069 train 7.914779 (lr=2.0000e-04) (hash(x)=32820084)
+2070 train 7.940262 (lr=2.0000e-04) (hash(x)=33763489)
+2071 train 7.439115 (lr=2.0000e-04) (hash(x)=20701998)
+2072 train 7.663404 (lr=2.0000e-04) (hash(x)=27765988)
+2073 train 7.396688 (lr=2.0000e-04) (hash(x)=24157446)
+2074 train 7.345161 (lr=2.0000e-04) (hash(x)=22014978)
+2075 train 7.843507 (lr=2.0000e-04) (hash(x)=27928398)
+2076 train 7.648041 (lr=2.0000e-04) (hash(x)=27880142)
+2077 train 7.930519 (lr=2.0000e-04) (hash(x)=34991795)
+2078 train 7.508026 (lr=2.0000e-04) (hash(x)=25944128)
+2079 train 7.286286 (lr=2.0000e-04) (hash(x)=20863982)
+2080 train 7.662473 (lr=2.0000e-04) (hash(x)=28036097)
+2081 train 7.698711 (lr=2.0000e-04) (hash(x)=25813615)
+2082 train 7.211371 (lr=2.0000e-04) (hash(x)=22862316)
+2083 train 7.235199 (lr=2.0000e-04) (hash(x)=22827054)
+2084 train 7.299469 (lr=2.0000e-04) (hash(x)=23996531)
+2085 train 7.401980 (lr=2.0000e-04) (hash(x)=25756087)
+2086 train 7.457957 (lr=2.0000e-04) (hash(x)=23165889)
+2087 train 7.606966 (lr=2.0000e-04) (hash(x)=25084926)
+2088 train 7.468380 (lr=2.0000e-04) (hash(x)=26063862)
+2089 train 7.528073 (lr=2.0000e-04) (hash(x)=27843638)
+2090 train 7.787129 (lr=2.0000e-04) (hash(x)=27375554)
+2091 train 7.521894 (lr=2.0000e-04) (hash(x)=25540961)
+2092 train 7.244229 (lr=2.0000e-04) (hash(x)=22933785)
+2093 train 7.415467 (lr=2.0000e-04) (hash(x)=23996956)
+2094 train 7.171587 (lr=2.0000e-04) (hash(x)=22915854)
+2095 train 7.436778 (lr=2.0000e-04) (hash(x)=24412897)
+2096 train 7.431118 (lr=2.0000e-04) (hash(x)=25152336)
+2097 train 7.740718 (lr=2.0000e-04) (hash(x)=29525589)
+2098 train 7.550494 (lr=2.0000e-04) (hash(x)=26435656)
+2099 train 7.444484 (lr=2.0000e-04) (hash(x)=26269869)
+2100 val loss 7.4031
+2100 val perplexity 1641.0356
+2100 train 7.230891 (lr=2.0000e-04) (hash(x)=23856783)
+2101 train 7.498514 (lr=2.0000e-04) (hash(x)=26039611)
+2102 train 7.231795 (lr=2.0000e-04) (hash(x)=25048861)
+2103 train 7.345700 (lr=2.0000e-04) (hash(x)=25434913)
+2104 train 7.518381 (lr=2.0000e-04) (hash(x)=24203891)
+2105 train 7.402726 (lr=2.0000e-04) (hash(x)=26016998)
+2106 train 7.528275 (lr=2.0000e-04) (hash(x)=23986767)
+2107 train 7.400603 (lr=2.0000e-04) (hash(x)=25157653)
+2108 train 7.539936 (lr=2.0000e-04) (hash(x)=30193751)
+2109 train 7.361118 (lr=2.0000e-04) (hash(x)=22630574)
+2110 train 7.296471 (lr=2.0000e-04) (hash(x)=23475467)
+2111 train 7.587106 (lr=2.0000e-04) (hash(x)=26302544)
+2112 train 7.325891 (lr=2.0000e-04) (hash(x)=21276592)
+2113 train 7.578146 (lr=2.0000e-04) (hash(x)=27566393)
+2114 train 7.381527 (lr=2.0000e-04) (hash(x)=25028015)
+2115 train 7.166120 (lr=2.0000e-04) (hash(x)=22010703)
+2116 train 7.475696 (lr=2.0000e-04) (hash(x)=23711709)
+2117 train 7.538196 (lr=2.0000e-04) (hash(x)=26105026)
+2118 train 7.878645 (lr=2.0000e-04) (hash(x)=34433894)
+2119 train 7.958978 (lr=2.0000e-04) (hash(x)=34976197)
+2120 train 7.475212 (lr=2.0000e-04) (hash(x)=27690727)
+2121 train 7.305697 (lr=2.0000e-04) (hash(x)=24368234)
+2122 train 7.315084 (lr=2.0000e-04) (hash(x)=25095726)
+2123 train 7.467996 (lr=2.0000e-04) (hash(x)=28248301)
+2124 train 7.262468 (lr=2.0000e-04) (hash(x)=23322302)
+2125 train 7.673340 (lr=2.0000e-04) (hash(x)=26416200)
+2126 train 7.325069 (lr=2.0000e-04) (hash(x)=26577567)
+2127 train 7.373259 (lr=2.0000e-04) (hash(x)=23870805)
+2128 train 7.337579 (lr=2.0000e-04) (hash(x)=25440544)
+2129 train 7.450395 (lr=2.0000e-04) (hash(x)=25795021)
+2130 train 7.312154 (lr=2.0000e-04) (hash(x)=20896402)
+2131 train 7.364511 (lr=2.0000e-04) (hash(x)=24457252)
+2132 train 7.400239 (lr=2.0000e-04) (hash(x)=25926760)
+2133 train 7.259698 (lr=2.0000e-04) (hash(x)=23503725)
+2134 train 7.795084 (lr=2.0000e-04) (hash(x)=28728828)
+2135 train 7.343460 (lr=2.0000e-04) (hash(x)=25041103)
+2136 train 7.342165 (lr=2.0000e-04) (hash(x)=22863770)
+2137 train 7.231472 (lr=2.0000e-04) (hash(x)=23037755)
+2138 train 7.463787 (lr=2.0000e-04) (hash(x)=25848413)
+2139 train 7.488988 (lr=2.0000e-04) (hash(x)=25998487)
+2140 train 7.293382 (lr=2.0000e-04) (hash(x)=22754440)
+2141 train 7.568521 (lr=2.0000e-04) (hash(x)=27705382)
+2142 train 7.586347 (lr=2.0000e-04) (hash(x)=27629095)
+2143 train 7.479950 (lr=2.0000e-04) (hash(x)=26041745)
+2144 train 7.211965 (lr=2.0000e-04) (hash(x)=21909712)
+2145 train 7.415961 (lr=2.0000e-04) (hash(x)=24353905)
+2146 train 7.370329 (lr=2.0000e-04) (hash(x)=24482587)
+2147 train 7.516271 (lr=2.0000e-04) (hash(x)=27249810)
+2148 train 7.612996 (lr=2.0000e-04) (hash(x)=26709938)
+2149 train 7.286595 (lr=2.0000e-04) (hash(x)=23831457)
+2150 val loss 7.3816
+2150 val perplexity 1606.0946
+2150 train 7.595764 (lr=2.0000e-04) (hash(x)=29776243)
+2151 train 7.136548 (lr=2.0000e-04) (hash(x)=24068619)
+2152 train 7.371175 (lr=2.0000e-04) (hash(x)=22208671)
+2153 train 7.487557 (lr=2.0000e-04) (hash(x)=26680905)
+2154 train 7.345203 (lr=2.0000e-04) (hash(x)=23567808)
+2155 train 7.564595 (lr=2.0000e-04) (hash(x)=26359528)
+2156 train 7.352043 (lr=2.0000e-04) (hash(x)=23787652)
+2157 train 7.632018 (lr=2.0000e-04) (hash(x)=28347177)
+2158 train 7.340034 (lr=2.0000e-04) (hash(x)=25266519)
+2159 train 7.263071 (lr=2.0000e-04) (hash(x)=25441262)
+2160 train 7.210256 (lr=2.0000e-04) (hash(x)=23959943)
+2161 train 7.454036 (lr=2.0000e-04) (hash(x)=27888093)
+2162 train 7.362104 (lr=2.0000e-04) (hash(x)=25547833)
+2163 train 7.307553 (lr=2.0000e-04) (hash(x)=24413659)
+2164 train 8.740596 (lr=2.0000e-04) (hash(x)=34397626)
+2165 train 7.275167 (lr=2.0000e-04) (hash(x)=21159323)
+2166 train 7.483089 (lr=2.0000e-04) (hash(x)=25360269)
+2167 train 7.515957 (lr=2.0000e-04) (hash(x)=29181867)
+2168 train 7.307085 (lr=2.0000e-04) (hash(x)=22501613)
+2169 train 7.429733 (lr=2.0000e-04) (hash(x)=26469077)
+2170 train 7.393116 (lr=2.0000e-04) (hash(x)=26665118)
+2171 train 7.981304 (lr=2.0000e-04) (hash(x)=31551575)
+2172 train 7.362450 (lr=2.0000e-04) (hash(x)=24803935)
+2173 train 7.266315 (lr=2.0000e-04) (hash(x)=20896465)
+2174 train 7.682137 (lr=2.0000e-04) (hash(x)=25702284)
+2175 train 7.666471 (lr=2.0000e-04) (hash(x)=27093757)
+2176 train 7.398323 (lr=2.0000e-04) (hash(x)=26024255)
+2177 train 7.505438 (lr=2.0000e-04) (hash(x)=26443521)
+2178 train 7.470757 (lr=2.0000e-04) (hash(x)=25478467)
+2179 train 7.396823 (lr=2.0000e-04) (hash(x)=23624298)
+2180 train 7.474462 (lr=2.0000e-04) (hash(x)=27304178)
+2181 train 7.226925 (lr=2.0000e-04) (hash(x)=23016570)
+2182 train 7.167174 (lr=2.0000e-04) (hash(x)=21073756)
+2183 train 7.272986 (lr=2.0000e-04) (hash(x)=25150275)
+2184 train 7.051554 (lr=2.0000e-04) (hash(x)=21004187)
+2185 train 7.331760 (lr=2.0000e-04) (hash(x)=25876062)
+2186 train 7.287658 (lr=2.0000e-04) (hash(x)=24221275)
+2187 train 7.549338 (lr=2.0000e-04) (hash(x)=26239886)
+2188 train 7.253014 (lr=2.0000e-04) (hash(x)=23299261)
+2189 train 7.633260 (lr=2.0000e-04) (hash(x)=31024703)
+2190 train 7.778393 (lr=2.0000e-04) (hash(x)=30084774)
+2191 train 8.092712 (lr=2.0000e-04) (hash(x)=33457102)
+2192 train 7.322759 (lr=2.0000e-04) (hash(x)=22423723)
+2193 train 7.365128 (lr=2.0000e-04) (hash(x)=21989055)
+2194 train 7.347147 (lr=2.0000e-04) (hash(x)=23286499)
+2195 train 7.310396 (lr=2.0000e-04) (hash(x)=17499738)
+2196 train 7.389174 (lr=2.0000e-04) (hash(x)=25329557)
+2197 train 7.309620 (lr=2.0000e-04) (hash(x)=24195578)
+2198 train 7.525806 (lr=2.0000e-04) (hash(x)=26646383)
+2199 train 7.435658 (lr=2.0000e-04) (hash(x)=25755322)
+2200 val loss 7.4290
+2200 val perplexity 1684.0646
+2200 train 7.456488 (lr=2.0000e-04) (hash(x)=27592223)
+2201 train 7.666867 (lr=2.0000e-04) (hash(x)=26164625)
+2202 train 7.478268 (lr=2.0000e-04) (hash(x)=21856341)
+2203 train 7.367183 (lr=2.0000e-04) (hash(x)=23722795)
+2204 train 7.480433 (lr=2.0000e-04) (hash(x)=25409645)
+2205 train 7.398569 (lr=2.0000e-04) (hash(x)=23415339)
+2206 train 7.394643 (lr=2.0000e-04) (hash(x)=24147928)
+2207 train 7.296068 (lr=2.0000e-04) (hash(x)=23630794)
+2208 train 7.395856 (lr=2.0000e-04) (hash(x)=27361452)
+2209 train 7.408469 (lr=2.0000e-04) (hash(x)=25632158)
+2210 train 7.232504 (lr=2.0000e-04) (hash(x)=21159789)
+2211 train 7.377268 (lr=2.0000e-04) (hash(x)=23374168)
+2212 train 7.454384 (lr=2.0000e-04) (hash(x)=24844739)
+2213 train 7.360168 (lr=2.0000e-04) (hash(x)=23461285)
+2214 train 7.412847 (lr=2.0000e-04) (hash(x)=27958481)
+2215 train 7.287845 (lr=2.0000e-04) (hash(x)=25167987)
+2216 train 7.491107 (lr=2.0000e-04) (hash(x)=22873204)
+2217 train 7.985507 (lr=2.0000e-04) (hash(x)=31038116)
+2218 train 7.541221 (lr=2.0000e-04) (hash(x)=28883155)
+2219 train 7.402431 (lr=2.0000e-04) (hash(x)=30941010)
+2220 train 7.334030 (lr=2.0000e-04) (hash(x)=24947521)
+2221 train 7.405277 (lr=2.0000e-04) (hash(x)=22703293)
+2222 train 7.328539 (lr=2.0000e-04) (hash(x)=23976007)
+2223 train 7.257192 (lr=2.0000e-04) (hash(x)=24043224)
+2224 train 7.188360 (lr=2.0000e-04) (hash(x)=23981093)
+2225 train 7.363706 (lr=2.0000e-04) (hash(x)=26445994)
+2226 train 7.640572 (lr=2.0000e-04) (hash(x)=27252393)
+2227 train 7.585835 (lr=2.0000e-04) (hash(x)=29736627)
+2228 train 7.524712 (lr=2.0000e-04) (hash(x)=24698933)
+2229 train 7.168515 (lr=2.0000e-04) (hash(x)=24357840)
+2230 train 7.380626 (lr=2.0000e-04) (hash(x)=25384498)
+2231 train 7.442415 (lr=2.0000e-04) (hash(x)=24665411)
+2232 train 7.361597 (lr=2.0000e-04) (hash(x)=24646352)
+2233 train 7.331723 (lr=2.0000e-04) (hash(x)=25670741)
+2234 train 7.398676 (lr=2.0000e-04) (hash(x)=26648242)
+2235 train 7.630590 (lr=2.0000e-04) (hash(x)=27916043)
+2236 train 7.345372 (lr=2.0000e-04) (hash(x)=25963100)
+2237 train 7.433289 (lr=2.0000e-04) (hash(x)=27357379)
+2238 train 7.283902 (lr=2.0000e-04) (hash(x)=21852360)
+2239 train 7.228677 (lr=2.0000e-04) (hash(x)=17321657)
+2240 train 7.159453 (lr=2.0000e-04) (hash(x)=18446645)
+2241 train 6.974611 (lr=2.0000e-04) (hash(x)=17550988)
+2242 train 7.285549 (lr=2.0000e-04) (hash(x)=27052347)
+2243 train 7.226633 (lr=2.0000e-04) (hash(x)=23829833)
+2244 train 7.458797 (lr=2.0000e-04) (hash(x)=27267264)
+2245 train 7.659946 (lr=2.0000e-04) (hash(x)=24673611)
+2246 train 7.575119 (lr=2.0000e-04) (hash(x)=25248507)
+2247 train 7.849053 (lr=2.0000e-04) (hash(x)=27932591)
+2248 train 7.677121 (lr=2.0000e-04) (hash(x)=26078877)
+2249 train 7.699333 (lr=2.0000e-04) (hash(x)=26067367)
+2250 val loss 7.3957
+2250 val perplexity 1629.0051
+2250 train 7.723682 (lr=2.0000e-04) (hash(x)=29143527)
+2251 train 7.699273 (lr=2.0000e-04) (hash(x)=28206079)
+2252 train 8.242441 (lr=2.0000e-04) (hash(x)=28894494)
+2253 train 7.810445 (lr=2.0000e-04) (hash(x)=27977422)
+2254 train 7.454517 (lr=2.0000e-04) (hash(x)=26446420)
+2255 train 7.676614 (lr=2.0000e-04) (hash(x)=29447954)
+2256 train 7.493338 (lr=2.0000e-04) (hash(x)=22181789)
+2257 train 7.473654 (lr=2.0000e-04) (hash(x)=24976337)
+2258 train 7.435457 (lr=2.0000e-04) (hash(x)=23277532)
+2259 train 7.529862 (lr=2.0000e-04) (hash(x)=25935364)
+2260 train 7.613890 (lr=2.0000e-04) (hash(x)=26988889)
+2261 train 7.448656 (lr=2.0000e-04) (hash(x)=26887303)
+2262 train 7.436241 (lr=2.0000e-04) (hash(x)=25021426)
+2263 train 7.359543 (lr=2.0000e-04) (hash(x)=24621816)
+2264 train 7.236936 (lr=2.0000e-04) (hash(x)=22132007)
+2265 train 7.187514 (lr=2.0000e-04) (hash(x)=22648602)
+2266 train 7.500936 (lr=2.0000e-04) (hash(x)=23132242)
+2267 train 7.518454 (lr=2.0000e-04) (hash(x)=24070405)
+2268 train 7.139368 (lr=2.0000e-04) (hash(x)=21412906)
+2269 train 7.803120 (lr=2.0000e-04) (hash(x)=27547292)
+2270 train 7.558660 (lr=2.0000e-04) (hash(x)=27740500)
+2271 train 7.309543 (lr=2.0000e-04) (hash(x)=24682294)
+2272 train 7.716797 (lr=2.0000e-04) (hash(x)=27969424)
+2273 train 7.460874 (lr=2.0000e-04) (hash(x)=22172182)
+2274 train 7.422575 (lr=2.0000e-04) (hash(x)=26485905)
+2275 train 7.308998 (lr=2.0000e-04) (hash(x)=24050209)
+2276 train 7.457848 (lr=2.0000e-04) (hash(x)=28802650)
+2277 train 7.232216 (lr=2.0000e-04) (hash(x)=23644616)
+2278 train 7.405006 (lr=2.0000e-04) (hash(x)=25409768)
+2279 train 7.537155 (lr=2.0000e-04) (hash(x)=28057095)
+2280 train 7.992755 (lr=2.0000e-04) (hash(x)=31689723)
+2281 train 7.193541 (lr=2.0000e-04) (hash(x)=22252427)
+2282 train 7.405441 (lr=2.0000e-04) (hash(x)=24142092)
+2283 train 7.348140 (lr=2.0000e-04) (hash(x)=22523232)
+2284 train 7.588365 (lr=2.0000e-04) (hash(x)=26017294)
+2285 train 7.422657 (lr=2.0000e-04) (hash(x)=25025388)
+2286 train 7.177944 (lr=2.0000e-04) (hash(x)=23819479)
+2287 train 7.368724 (lr=2.0000e-04) (hash(x)=24547536)
+2288 train 7.171724 (lr=2.0000e-04) (hash(x)=22622789)
+2289 train 7.149883 (lr=2.0000e-04) (hash(x)=23874051)
+2290 train 7.472717 (lr=2.0000e-04) (hash(x)=25015641)
+2291 train 7.391173 (lr=2.0000e-04) (hash(x)=24978712)
+2292 train 7.480367 (lr=2.0000e-04) (hash(x)=25311986)
+2293 train 7.233664 (lr=2.0000e-04) (hash(x)=24298295)
+2294 train 7.341597 (lr=2.0000e-04) (hash(x)=26481527)
+2295 train 7.056731 (lr=2.0000e-04) (hash(x)=18987545)
+2296 train 7.283720 (lr=2.0000e-04) (hash(x)=24617990)
+2297 train 7.292024 (lr=2.0000e-04) (hash(x)=23903200)
+2298 train 7.602481 (lr=2.0000e-04) (hash(x)=26278697)
+2299 train 7.359344 (lr=2.0000e-04) (hash(x)=24092784)
+2300 val loss 7.3846
+2300 val perplexity 1610.9037
+2300 train 7.271066 (lr=2.0000e-04) (hash(x)=22894919)
+2301 train 7.400939 (lr=2.0000e-04) (hash(x)=24253964)
+2302 train 7.324046 (lr=2.0000e-04) (hash(x)=23750610)
+2303 train 7.338474 (lr=2.0000e-04) (hash(x)=26745063)
+2304 train 7.152298 (lr=2.0000e-04) (hash(x)=21407001)
+2305 train 7.504114 (lr=2.0000e-04) (hash(x)=26680082)
+2306 train 7.417002 (lr=2.0000e-04) (hash(x)=26722122)
+2307 train 7.268449 (lr=2.0000e-04) (hash(x)=22539112)
+2308 train 7.046301 (lr=2.0000e-04) (hash(x)=19927356)
+2309 train 7.113246 (lr=2.0000e-04) (hash(x)=21431267)
+2310 train 7.060670 (lr=2.0000e-04) (hash(x)=21073487)
+2311 train 7.082214 (lr=2.0000e-04) (hash(x)=21447406)
+2312 train 7.067519 (lr=2.0000e-04) (hash(x)=22667253)
+2313 train 7.054289 (lr=2.0000e-04) (hash(x)=20849089)
+2314 train 7.056091 (lr=2.0000e-04) (hash(x)=19168351)
+2315 train 7.075195 (lr=2.0000e-04) (hash(x)=21082139)
+2316 train 7.035993 (lr=2.0000e-04) (hash(x)=21493530)
+2317 train 7.010608 (lr=2.0000e-04) (hash(x)=19506447)
+2318 train 7.123218 (lr=2.0000e-04) (hash(x)=23128797)
+2319 train 7.284531 (lr=2.0000e-04) (hash(x)=24650655)
+2320 train 7.040367 (lr=2.0000e-04) (hash(x)=21833080)
+2321 train 7.540874 (lr=2.0000e-04) (hash(x)=26355512)
+2322 train 7.689164 (lr=2.0000e-04) (hash(x)=26746363)
+2323 train 7.159567 (lr=2.0000e-04) (hash(x)=22130721)
+2324 train 7.471476 (lr=2.0000e-04) (hash(x)=28301752)
+2325 train 7.313896 (lr=2.0000e-04) (hash(x)=26444359)
+2326 train 7.675827 (lr=2.0000e-04) (hash(x)=24836130)
+2327 train 8.232001 (lr=2.0000e-04) (hash(x)=26519976)
+2328 train 9.803902 (lr=2.0000e-04) (hash(x)=35558906)
+2329 train 7.777190 (lr=2.0000e-04) (hash(x)=30877729)
+2330 train 7.563308 (lr=2.0000e-04) (hash(x)=28028485)
+2331 train 7.726912 (lr=2.0000e-04) (hash(x)=25582440)
+2332 train 8.063172 (lr=2.0000e-04) (hash(x)=29402491)
+2333 train 7.388124 (lr=2.0000e-04) (hash(x)=25200284)
+2334 train 7.423326 (lr=2.0000e-04) (hash(x)=26288480)
+2335 train 7.239820 (lr=2.0000e-04) (hash(x)=20106514)
+2336 train 7.198986 (lr=2.0000e-04) (hash(x)=22522123)
+2337 train 7.134090 (lr=2.0000e-04) (hash(x)=23362041)
+2338 train 7.271703 (lr=2.0000e-04) (hash(x)=26003099)
+2339 train 7.356548 (lr=2.0000e-04) (hash(x)=25695510)
+2340 train 7.380138 (lr=2.0000e-04) (hash(x)=27225904)
+2341 train 7.084678 (lr=2.0000e-04) (hash(x)=21573008)
+2342 train 7.524625 (lr=2.0000e-04) (hash(x)=21386628)
+2343 train 7.249865 (lr=2.0000e-04) (hash(x)=20117808)
+2344 train 7.371216 (lr=2.0000e-04) (hash(x)=21592790)
+2345 train 7.277987 (lr=2.0000e-04) (hash(x)=19909192)
+2346 train 7.450161 (lr=2.0000e-04) (hash(x)=22529262)
+2347 train 7.494937 (lr=2.0000e-04) (hash(x)=24501900)
+2348 train 7.350678 (lr=2.0000e-04) (hash(x)=25912171)
+2349 train 7.431932 (lr=2.0000e-04) (hash(x)=25606665)
+2350 val loss 7.3777
+2350 val perplexity 1599.8673
+2350 train 7.331576 (lr=2.0000e-04) (hash(x)=24487351)
+2351 train 7.555851 (lr=2.0000e-04) (hash(x)=25510334)
+2352 train 7.481487 (lr=2.0000e-04) (hash(x)=25357989)
+2353 train 7.154726 (lr=2.0000e-04) (hash(x)=24656801)
+2354 train 7.263229 (lr=2.0000e-04) (hash(x)=23312772)
+2355 train 7.117573 (lr=2.0000e-04) (hash(x)=22099158)
+2356 train 7.175104 (lr=2.0000e-04) (hash(x)=26507898)
+2357 train 7.434219 (lr=2.0000e-04) (hash(x)=28351614)
+2358 train 7.475197 (lr=2.0000e-04) (hash(x)=27489567)
+2359 train 7.426779 (lr=2.0000e-04) (hash(x)=25749120)
+2360 train 7.761024 (lr=2.0000e-04) (hash(x)=31711338)
+2361 train 7.928205 (lr=2.0000e-04) (hash(x)=29645018)
+2362 train 7.859247 (lr=2.0000e-04) (hash(x)=29713268)
+2363 train 7.052527 (lr=2.0000e-04) (hash(x)=21720691)
+2364 train 7.163981 (lr=2.0000e-04) (hash(x)=24316633)
+2365 train 7.113111 (lr=2.0000e-04) (hash(x)=21597124)
+2366 train 7.149546 (lr=2.0000e-04) (hash(x)=22520345)
+2367 train 7.219033 (lr=2.0000e-04) (hash(x)=24357241)
+2368 train 7.329503 (lr=2.0000e-04) (hash(x)=24085450)
+2369 train 7.264379 (lr=2.0000e-04) (hash(x)=25136495)
+2370 train 7.702646 (lr=2.0000e-04) (hash(x)=26073986)
+2371 train 7.664124 (lr=2.0000e-04) (hash(x)=28911272)
+2372 train 7.430444 (lr=2.0000e-04) (hash(x)=26667356)
+2373 train 7.231468 (lr=2.0000e-04) (hash(x)=25225894)
+2374 train 7.288568 (lr=2.0000e-04) (hash(x)=24404081)
+2375 train 7.359582 (lr=2.0000e-04) (hash(x)=25584945)
+2376 train 7.237565 (lr=2.0000e-04) (hash(x)=23831571)
+2377 train 7.182524 (lr=2.0000e-04) (hash(x)=23521916)
+2378 train 7.193892 (lr=2.0000e-04) (hash(x)=25318634)
+2379 train 7.133063 (lr=2.0000e-04) (hash(x)=21847287)
+2380 train 7.470943 (lr=2.0000e-04) (hash(x)=23877060)
+2381 train 7.239652 (lr=2.0000e-04) (hash(x)=24069020)
+2382 train 7.070686 (lr=2.0000e-04) (hash(x)=21724290)
+2383 train 7.275668 (lr=2.0000e-04) (hash(x)=25198897)
+2384 train 7.138134 (lr=2.0000e-04) (hash(x)=24109958)
+2385 train 7.030502 (lr=2.0000e-04) (hash(x)=20122390)
+2386 train 7.282573 (lr=2.0000e-04) (hash(x)=24062305)
+2387 train 7.051663 (lr=2.0000e-04) (hash(x)=22436833)
+2388 train 7.383423 (lr=2.0000e-04) (hash(x)=26013214)
+2389 train 7.707440 (lr=2.0000e-04) (hash(x)=27691436)
+2390 train 7.855605 (lr=2.0000e-04) (hash(x)=30802878)
+2391 train 7.034259 (lr=2.0000e-04) (hash(x)=23475891)
+2392 train 7.015329 (lr=2.0000e-04) (hash(x)=23118133)
+2393 train 6.906320 (lr=2.0000e-04) (hash(x)=21469159)
+2394 train 7.318732 (lr=2.0000e-04) (hash(x)=26444484)
+2395 train 7.174567 (lr=2.0000e-04) (hash(x)=25083992)
+2396 train 7.616998 (lr=2.0000e-04) (hash(x)=23461229)
+2397 train 7.321150 (lr=2.0000e-04) (hash(x)=20441653)
+2398 train 7.489372 (lr=2.0000e-04) (hash(x)=28024211)
+2399 train 7.312093 (lr=2.0000e-04) (hash(x)=23644804)
+2400 val loss 7.3381
+2400 val perplexity 1537.7406
+2400 train 7.127765 (lr=2.0000e-04) (hash(x)=26685301)
+2401 train 7.019901 (lr=2.0000e-04) (hash(x)=20820913)
+2402 train 7.182832 (lr=2.0000e-04) (hash(x)=22178190)
+2403 train 7.755764 (lr=2.0000e-04) (hash(x)=31377168)
+2404 train 8.001929 (lr=2.0000e-04) (hash(x)=33795307)
+2405 train 8.130418 (lr=2.0000e-04) (hash(x)=34450341)
+2406 train 7.335622 (lr=2.0000e-04) (hash(x)=25834183)
+2407 train 7.512199 (lr=2.0000e-04) (hash(x)=25629584)
+2408 train 7.263443 (lr=2.0000e-04) (hash(x)=25080123)
+2409 train 7.169095 (lr=2.0000e-04) (hash(x)=21975628)
+2410 train 7.729833 (lr=2.0000e-04) (hash(x)=27430197)
+2411 train 7.854407 (lr=2.0000e-04) (hash(x)=29285135)
+2412 train 7.517467 (lr=2.0000e-04) (hash(x)=24640105)
+2413 train 7.744752 (lr=2.0000e-04) (hash(x)=29628864)
+2414 train 7.949708 (lr=2.0000e-04) (hash(x)=30096444)
+2415 train 7.738455 (lr=2.0000e-04) (hash(x)=29797280)
+2416 train 7.114805 (lr=2.0000e-04) (hash(x)=22686143)
+2417 train 7.700120 (lr=2.0000e-04) (hash(x)=28346842)
+2418 train 7.587370 (lr=2.0000e-04) (hash(x)=28167937)
+2419 train 7.835593 (lr=2.0000e-04) (hash(x)=33122326)
+2420 train 7.867502 (lr=2.0000e-04) (hash(x)=33044913)
+2421 train 7.652646 (lr=2.0000e-04) (hash(x)=31250981)
+2422 train 7.948565 (lr=2.0000e-04) (hash(x)=29827111)
+2423 train 7.868642 (lr=2.0000e-04) (hash(x)=30026394)
+2424 train 7.956925 (lr=2.0000e-04) (hash(x)=26998238)
+2425 train 7.922748 (lr=2.0000e-04) (hash(x)=24850684)
+2426 train 8.134612 (lr=2.0000e-04) (hash(x)=36659853)
+2427 train 8.051447 (lr=2.0000e-04) (hash(x)=34353164)
+2428 train 7.439923 (lr=2.0000e-04) (hash(x)=23630644)
+2429 train 7.391799 (lr=2.0000e-04) (hash(x)=24528186)
+2430 train 7.241168 (lr=2.0000e-04) (hash(x)=22665222)
+2431 train 7.339934 (lr=2.0000e-04) (hash(x)=26594177)
+2432 train 7.714769 (lr=2.0000e-04) (hash(x)=29300546)
+2433 train 7.136324 (lr=2.0000e-04) (hash(x)=21331715)
+2434 train 7.456710 (lr=2.0000e-04) (hash(x)=26290885)
+2435 train 7.354131 (lr=2.0000e-04) (hash(x)=25554738)
+2436 train 7.601691 (lr=2.0000e-04) (hash(x)=26744311)
+2437 train 7.486866 (lr=2.0000e-04) (hash(x)=26872344)
+2438 train 7.574040 (lr=2.0000e-04) (hash(x)=27636081)
+2439 train 7.353817 (lr=2.0000e-04) (hash(x)=23766256)
+2440 train 7.485775 (lr=2.0000e-04) (hash(x)=24434438)
+2441 train 7.326048 (lr=2.0000e-04) (hash(x)=22992618)
+2442 train 7.168753 (lr=2.0000e-04) (hash(x)=22393467)
+2443 train 7.417859 (lr=2.0000e-04) (hash(x)=26853444)
+2444 train 7.392916 (lr=2.0000e-04) (hash(x)=25101020)
+2445 train 7.279531 (lr=2.0000e-04) (hash(x)=24705456)
+2446 train 7.559025 (lr=2.0000e-04) (hash(x)=26798611)
+2447 train 7.225720 (lr=2.0000e-04) (hash(x)=24250150)
+2448 train 7.283725 (lr=2.0000e-04) (hash(x)=24494331)
+2449 train 7.290360 (lr=2.0000e-04) (hash(x)=27579257)
+2450 val loss 7.3421
+2450 val perplexity 1543.9932
+2450 train 7.076885 (lr=2.0000e-04) (hash(x)=22377407)
+2451 train 7.366300 (lr=2.0000e-04) (hash(x)=26289588)
+2452 train 7.284997 (lr=2.0000e-04) (hash(x)=25871900)
+2453 train 7.165236 (lr=2.0000e-04) (hash(x)=23437197)
+2454 train 7.423074 (lr=2.0000e-04) (hash(x)=23557786)
+2455 train 7.357180 (lr=2.0000e-04) (hash(x)=26108817)
+2456 train 7.272301 (lr=2.0000e-04) (hash(x)=26440482)
+2457 train 7.266794 (lr=2.0000e-04) (hash(x)=24583191)
+2458 train 7.248900 (lr=2.0000e-04) (hash(x)=23756440)
+2459 train 7.153611 (lr=2.0000e-04) (hash(x)=23814987)
+2460 train 7.504370 (lr=2.0000e-04) (hash(x)=28508433)
+2461 train 7.184654 (lr=2.0000e-04) (hash(x)=25692442)
+2462 train 7.164096 (lr=2.0000e-04) (hash(x)=24699197)
+2463 train 6.897831 (lr=2.0000e-04) (hash(x)=18582688)
+2464 train 7.186397 (lr=2.0000e-04) (hash(x)=23266625)
+2465 train 7.461137 (lr=2.0000e-04) (hash(x)=26565489)
+2466 train 7.002879 (lr=2.0000e-04) (hash(x)=21686599)
+2467 train 7.320154 (lr=2.0000e-04) (hash(x)=25558792)
+2468 train 7.071015 (lr=2.0000e-04) (hash(x)=25110035)
+2469 train 7.408843 (lr=2.0000e-04) (hash(x)=26263661)
+2470 train 7.173187 (lr=2.0000e-04) (hash(x)=22282189)
+2471 train 7.164275 (lr=2.0000e-04) (hash(x)=23272705)
+2472 train 7.217803 (lr=2.0000e-04) (hash(x)=25300067)
+2473 train 7.417375 (lr=2.0000e-04) (hash(x)=26802369)
+2474 train 7.145187 (lr=2.0000e-04) (hash(x)=24646471)
+2475 train 7.077393 (lr=2.0000e-04) (hash(x)=24709241)
+2476 train 7.156653 (lr=2.0000e-04) (hash(x)=26747197)
+2477 train 7.210270 (lr=2.0000e-04) (hash(x)=25201108)
+2478 train 7.342922 (lr=2.0000e-04) (hash(x)=24962427)
+2479 train 7.200050 (lr=2.0000e-04) (hash(x)=24793412)
+2480 train 7.201207 (lr=2.0000e-04) (hash(x)=24452301)
+2481 train 7.201112 (lr=2.0000e-04) (hash(x)=25177251)
+2482 train 7.210478 (lr=2.0000e-04) (hash(x)=25801499)
+2483 train 7.328772 (lr=2.0000e-04) (hash(x)=27256707)
+2484 train 7.557175 (lr=2.0000e-04) (hash(x)=25303237)
+2485 train 7.125958 (lr=2.0000e-04) (hash(x)=21641481)
+2486 train 7.158560 (lr=2.0000e-04) (hash(x)=23818831)
+2487 train 6.935586 (lr=2.0000e-04) (hash(x)=19280989)
+2488 train 7.303968 (lr=2.0000e-04) (hash(x)=24075167)
+2489 train 7.312170 (lr=2.0000e-04) (hash(x)=26651546)
+2490 train 7.226467 (lr=2.0000e-04) (hash(x)=25367186)
+2491 train 7.189853 (lr=2.0000e-04) (hash(x)=26508642)
+2492 train 7.263584 (lr=2.0000e-04) (hash(x)=25294182)
+2493 train 7.196571 (lr=2.0000e-04) (hash(x)=23916886)
+2494 train 7.035594 (lr=2.0000e-04) (hash(x)=21189910)
+2495 train 7.144866 (lr=2.0000e-04) (hash(x)=22751150)
+2496 train 7.550844 (lr=2.0000e-04) (hash(x)=26608502)
+2497 train 7.969745 (lr=2.0000e-04) (hash(x)=25372010)
+2498 train 7.201302 (lr=2.0000e-04) (hash(x)=22006251)
+2499 train 7.154321 (lr=2.0000e-04) (hash(x)=23880160)
+2500 val loss 7.2828
+2500 val perplexity 1454.9922
+2500 train 7.126624 (lr=2.0000e-04) (hash(x)=23225337)
+2501 train 7.288841 (lr=2.0000e-04) (hash(x)=24932950)
+2502 train 7.024471 (lr=2.0000e-04) (hash(x)=20022340)
+2503 train 7.360908 (lr=2.0000e-04) (hash(x)=23537942)
+2504 train 7.258489 (lr=2.0000e-04) (hash(x)=24884288)
+2505 train 6.913350 (lr=2.0000e-04) (hash(x)=21296580)
+2506 train 7.150337 (lr=2.0000e-04) (hash(x)=23001455)
+2507 train 7.453589 (lr=2.0000e-04) (hash(x)=26975313)
+2508 train 7.452925 (lr=2.0000e-04) (hash(x)=26029962)
+2509 train 7.146572 (lr=2.0000e-04) (hash(x)=24302204)
+2510 train 6.877798 (lr=2.0000e-04) (hash(x)=22997203)
+2511 train 7.002966 (lr=2.0000e-04) (hash(x)=23748375)
+2512 train 7.230854 (lr=2.0000e-04) (hash(x)=24453191)
+2513 train 6.942342 (lr=2.0000e-04) (hash(x)=22026776)
+2514 train 7.065866 (lr=2.0000e-04) (hash(x)=19934168)
+2515 train 7.363587 (lr=2.0000e-04) (hash(x)=25541754)
+2516 train 7.703338 (lr=2.0000e-04) (hash(x)=26604471)
+2517 train 7.716285 (lr=2.0000e-04) (hash(x)=27900386)
+2518 train 7.621788 (lr=2.0000e-04) (hash(x)=26403431)
+2519 train 7.617690 (lr=2.0000e-04) (hash(x)=27413825)
+2520 train 7.708332 (lr=2.0000e-04) (hash(x)=28332637)
+2521 train 7.491441 (lr=2.0000e-04) (hash(x)=27223027)
+2522 train 7.485474 (lr=2.0000e-04) (hash(x)=23843387)
+2523 train 7.525946 (lr=2.0000e-04) (hash(x)=27075951)
+2524 train 7.720306 (lr=2.0000e-04) (hash(x)=29300154)
+2525 train 7.332706 (lr=2.0000e-04) (hash(x)=28100582)
+2526 train 7.428207 (lr=2.0000e-04) (hash(x)=28051084)
+2527 train 7.172570 (lr=2.0000e-04) (hash(x)=21682445)
+2528 train 7.354634 (lr=2.0000e-04) (hash(x)=24062589)
+2529 train 7.555027 (lr=2.0000e-04) (hash(x)=29616079)
+2530 train 7.513089 (lr=2.0000e-04) (hash(x)=25170523)
+2531 train 7.097889 (lr=2.0000e-04) (hash(x)=23361504)
+2532 train 7.329183 (lr=2.0000e-04) (hash(x)=24444462)
+2533 train 7.342163 (lr=2.0000e-04) (hash(x)=24035993)
+2534 train 7.289961 (lr=2.0000e-04) (hash(x)=24696651)
+2535 train 7.261798 (lr=2.0000e-04) (hash(x)=22040184)
+2536 train 7.187033 (lr=2.0000e-04) (hash(x)=27400103)
+2537 train 7.501474 (lr=2.0000e-04) (hash(x)=27383080)
+2538 train 7.329393 (lr=2.0000e-04) (hash(x)=24212212)
+2539 train 7.246068 (lr=2.0000e-04) (hash(x)=23727731)
+2540 train 7.377510 (lr=2.0000e-04) (hash(x)=24149487)
+2541 train 7.174923 (lr=2.0000e-04) (hash(x)=23794649)
+2542 train 7.338487 (lr=2.0000e-04) (hash(x)=26147774)
+2543 train 7.454381 (lr=2.0000e-04) (hash(x)=24463229)
+2544 train 7.485256 (lr=2.0000e-04) (hash(x)=26361238)
+2545 train 7.166683 (lr=2.0000e-04) (hash(x)=18891545)
+2546 train 7.616498 (lr=2.0000e-04) (hash(x)=30380438)
+2547 train 7.831146 (lr=2.0000e-04) (hash(x)=32663792)
+2548 train 7.270155 (lr=2.0000e-04) (hash(x)=25175499)
+2549 train 7.459995 (lr=2.0000e-04) (hash(x)=26702407)
+2550 val loss 7.3412
+2550 val perplexity 1542.6302
+2550 train 7.253828 (lr=2.0000e-04) (hash(x)=24578061)
+2551 train 7.261555 (lr=2.0000e-04) (hash(x)=24091954)
+2552 train 7.324251 (lr=2.0000e-04) (hash(x)=23041778)
+2553 train 7.142391 (lr=2.0000e-04) (hash(x)=23686239)
+2554 train 7.237354 (lr=2.0000e-04) (hash(x)=22745355)
+2555 train 7.223523 (lr=2.0000e-04) (hash(x)=23599013)
+2556 train 7.128723 (lr=2.0000e-04) (hash(x)=26033088)
+2557 train 7.174054 (lr=2.0000e-04) (hash(x)=21634218)
+2558 train 7.134502 (lr=2.0000e-04) (hash(x)=20985281)
+2559 train 7.417362 (lr=2.0000e-04) (hash(x)=26670219)
+2560 train 7.203256 (lr=2.0000e-04) (hash(x)=26499936)
+2561 train 7.281839 (lr=2.0000e-04) (hash(x)=23547908)
+2562 train 7.113037 (lr=2.0000e-04) (hash(x)=22306373)
+2563 train 7.217624 (lr=2.0000e-04) (hash(x)=24380893)
+2564 train 7.184647 (lr=2.0000e-04) (hash(x)=23726190)
+2565 train 7.208969 (lr=2.0000e-04) (hash(x)=26967512)
+2566 train 7.318090 (lr=2.0000e-04) (hash(x)=23414576)
+2567 train 7.495361 (lr=2.0000e-04) (hash(x)=25558986)
+2568 train 7.407598 (lr=2.0000e-04) (hash(x)=27057505)
+2569 train 7.372423 (lr=2.0000e-04) (hash(x)=26048135)
+2570 train 7.361229 (lr=2.0000e-04) (hash(x)=26991032)
+2571 train 7.404084 (lr=2.0000e-04) (hash(x)=25729492)
+2572 train 7.003545 (lr=2.0000e-04) (hash(x)=20611723)
+2573 train 7.086905 (lr=2.0000e-04) (hash(x)=24563606)
+2574 train 7.124260 (lr=2.0000e-04) (hash(x)=23330043)
+2575 train 7.278046 (lr=2.0000e-04) (hash(x)=19218943)
+2576 train 7.579477 (lr=2.0000e-04) (hash(x)=20985122)
+2577 train 7.118044 (lr=2.0000e-04) (hash(x)=24133609)
+2578 train 7.473862 (lr=2.0000e-04) (hash(x)=28368610)
+2579 train 7.277354 (lr=2.0000e-04) (hash(x)=23952206)
+2580 train 7.161303 (lr=2.0000e-04) (hash(x)=23068957)
+2581 train 7.258064 (lr=2.0000e-04) (hash(x)=25365277)
+2582 train 7.584461 (lr=2.0000e-04) (hash(x)=24721184)
+2583 train 7.271975 (lr=2.0000e-04) (hash(x)=24551402)
+2584 train 7.004065 (lr=2.0000e-04) (hash(x)=20469327)
+2585 train 7.431561 (lr=2.0000e-04) (hash(x)=24966478)
+2586 train 7.132260 (lr=2.0000e-04) (hash(x)=18626184)
+2587 train 7.173042 (lr=2.0000e-04) (hash(x)=24007642)
+2588 train 7.172061 (lr=2.0000e-04) (hash(x)=23521875)
+2589 train 7.329004 (lr=2.0000e-04) (hash(x)=25204207)
+2590 train 7.157599 (lr=2.0000e-04) (hash(x)=25449801)
+2591 train 7.366267 (lr=2.0000e-04) (hash(x)=25229281)
+2592 train 7.201650 (lr=2.0000e-04) (hash(x)=23202696)
+2593 train 7.093823 (lr=2.0000e-04) (hash(x)=22435944)
+2594 train 7.057113 (lr=2.0000e-04) (hash(x)=20787439)
+2595 train 6.788438 (lr=2.0000e-04) (hash(x)=18214283)
+2596 train 6.910416 (lr=2.0000e-04) (hash(x)=20851477)
+2597 train 6.910338 (lr=2.0000e-04) (hash(x)=20609675)
+2598 train 7.025318 (lr=2.0000e-04) (hash(x)=20061218)
+2599 train 7.058481 (lr=2.0000e-04) (hash(x)=21251127)
+2600 val loss 7.3247
+2600 val perplexity 1517.2708
+2600 train 7.526451 (lr=2.0000e-04) (hash(x)=30948038)
+2601 train 7.786864 (lr=2.0000e-04) (hash(x)=32279160)
+2602 train 7.452336 (lr=2.0000e-04) (hash(x)=26607151)
+2603 train 7.304542 (lr=2.0000e-04) (hash(x)=25097619)
+2604 train 6.887105 (lr=2.0000e-04) (hash(x)=20892421)
+2605 train 7.104366 (lr=2.0000e-04) (hash(x)=22212821)
+2606 train 7.336877 (lr=2.0000e-04) (hash(x)=24720588)
+2607 train 7.335033 (lr=2.0000e-04) (hash(x)=25800857)
+2608 train 7.240878 (lr=2.0000e-04) (hash(x)=22901279)
+2609 train 7.078191 (lr=2.0000e-04) (hash(x)=20921910)
+2610 train 7.298790 (lr=2.0000e-04) (hash(x)=24846267)
+2611 train 7.188371 (lr=2.0000e-04) (hash(x)=22918428)
+2612 train 7.112325 (lr=2.0000e-04) (hash(x)=22805901)
+2613 train 7.319742 (lr=2.0000e-04) (hash(x)=24345816)
+2614 train 7.117107 (lr=2.0000e-04) (hash(x)=22962012)
+2615 train 7.384168 (lr=2.0000e-04) (hash(x)=25836189)
+2616 train 7.446988 (lr=2.0000e-04) (hash(x)=27922916)
+2617 train 7.201553 (lr=2.0000e-04) (hash(x)=21697866)
+2618 train 7.163573 (lr=2.0000e-04) (hash(x)=24283369)
+2619 train 7.119262 (lr=2.0000e-04) (hash(x)=24504567)
+2620 train 7.188171 (lr=2.0000e-04) (hash(x)=25557725)
+2621 train 7.235657 (lr=2.0000e-04) (hash(x)=23135849)
+2622 train 7.165936 (lr=2.0000e-04) (hash(x)=22888908)
+2623 train 7.346147 (lr=2.0000e-04) (hash(x)=25999255)
+2624 train 7.201897 (lr=2.0000e-04) (hash(x)=24446851)
+2625 train 6.949047 (lr=2.0000e-04) (hash(x)=21137520)
+2626 train 7.292308 (lr=2.0000e-04) (hash(x)=26245754)
+2627 train 7.561121 (lr=2.0000e-04) (hash(x)=27308968)
+2628 train 7.298753 (lr=2.0000e-04) (hash(x)=23961169)
+2629 train 7.265312 (lr=2.0000e-04) (hash(x)=25924731)
+2630 train 7.376958 (lr=2.0000e-04) (hash(x)=25782315)
+2631 train 7.470068 (lr=2.0000e-04) (hash(x)=20149394)
+2632 train 7.481342 (lr=2.0000e-04) (hash(x)=23801981)
+2633 train 7.292606 (lr=2.0000e-04) (hash(x)=23830286)
+2634 train 7.211847 (lr=2.0000e-04) (hash(x)=25325236)
+2635 train 7.200025 (lr=2.0000e-04) (hash(x)=24498556)
+2636 train 7.166536 (lr=2.0000e-04) (hash(x)=23693078)
+2637 train 7.327122 (lr=2.0000e-04) (hash(x)=25484922)
+2638 train 7.072297 (lr=2.0000e-04) (hash(x)=22645025)
+2639 train 7.000609 (lr=2.0000e-04) (hash(x)=21999338)
+2640 train 7.206798 (lr=2.0000e-04) (hash(x)=21758019)
+2641 train 7.152921 (lr=2.0000e-04) (hash(x)=24064168)
+2642 train 7.211761 (lr=2.0000e-04) (hash(x)=26847292)
+2643 train 7.027322 (lr=2.0000e-04) (hash(x)=23280568)
+2644 train 7.100723 (lr=2.0000e-04) (hash(x)=21749161)
+2645 train 7.680167 (lr=2.0000e-04) (hash(x)=30082352)
+2646 train 7.547681 (lr=2.0000e-04) (hash(x)=28334297)
+2647 train 7.643965 (lr=2.0000e-04) (hash(x)=27611302)
+2648 train 7.990535 (lr=2.0000e-04) (hash(x)=31007436)
+2649 train 7.118412 (lr=2.0000e-04) (hash(x)=22356183)
+2650 val loss 7.3625
+2650 val perplexity 1575.8075
+2650 train 7.138275 (lr=2.0000e-04) (hash(x)=23071731)
+2651 train 7.149052 (lr=2.0000e-04) (hash(x)=23982308)
+2652 train 7.444664 (lr=2.0000e-04) (hash(x)=25673823)
+2653 train 7.263428 (lr=2.0000e-04) (hash(x)=22973788)
+2654 train 7.382614 (lr=2.0000e-04) (hash(x)=25386647)
+2655 train 7.153966 (lr=2.0000e-04) (hash(x)=22778356)
+2656 train 7.295613 (lr=2.0000e-04) (hash(x)=26669130)
+2657 train 7.028716 (lr=2.0000e-04) (hash(x)=23542930)
+2658 train 7.179434 (lr=2.0000e-04) (hash(x)=23307871)
+2659 train 7.152245 (lr=2.0000e-04) (hash(x)=23467046)
+2660 train 7.277184 (lr=2.0000e-04) (hash(x)=24728872)
+2661 train 7.939242 (lr=2.0000e-04) (hash(x)=29719902)
+2662 train 7.198595 (lr=2.0000e-04) (hash(x)=25114165)
+2663 train 7.116121 (lr=2.0000e-04) (hash(x)=24195959)
+2664 train 7.358346 (lr=2.0000e-04) (hash(x)=26938509)
+2665 train 7.442580 (lr=2.0000e-04) (hash(x)=27168434)
+2666 train 7.588743 (lr=2.0000e-04) (hash(x)=27488221)
+2667 train 8.295552 (lr=2.0000e-04) (hash(x)=32710438)
+2668 train 7.478246 (lr=2.0000e-04) (hash(x)=25073185)
+2669 train 7.483495 (lr=2.0000e-04) (hash(x)=26951664)
+2670 train 7.620831 (lr=2.0000e-04) (hash(x)=24886228)
+2671 train 7.212498 (lr=2.0000e-04) (hash(x)=19127465)
+2672 train 7.375986 (lr=2.0000e-04) (hash(x)=27134917)
+2673 train 7.283209 (lr=2.0000e-04) (hash(x)=25673955)
+2674 train 7.814054 (lr=2.0000e-04) (hash(x)=27111776)
+2675 train 7.692002 (lr=2.0000e-04) (hash(x)=28962580)
+2676 train 7.275159 (lr=2.0000e-04) (hash(x)=25593381)
+2677 train 7.337073 (lr=2.0000e-04) (hash(x)=25238916)
+2678 train 7.248554 (lr=2.0000e-04) (hash(x)=27453574)
+2679 train 7.199306 (lr=2.0000e-04) (hash(x)=22426274)
+2680 train 7.222459 (lr=2.0000e-04) (hash(x)=22974780)
+2681 train 7.244797 (lr=2.0000e-04) (hash(x)=24668644)
+2682 train 7.237894 (lr=2.0000e-04) (hash(x)=26182084)
+2683 train 7.417656 (lr=2.0000e-04) (hash(x)=25606512)
+2684 train 7.252989 (lr=2.0000e-04) (hash(x)=24885252)
+2685 train 7.068031 (lr=2.0000e-04) (hash(x)=21290254)
+2686 train 6.991455 (lr=2.0000e-04) (hash(x)=21367078)
+2687 train 7.199189 (lr=2.0000e-04) (hash(x)=23785205)
+2688 train 7.119291 (lr=2.0000e-04) (hash(x)=24640056)
+2689 train 7.522228 (lr=2.0000e-04) (hash(x)=27083886)
+2690 train 7.205577 (lr=2.0000e-04) (hash(x)=23603571)
+2691 train 7.288701 (lr=2.0000e-04) (hash(x)=24779414)
+2692 train 7.014050 (lr=2.0000e-04) (hash(x)=22200693)
+2693 train 7.404216 (lr=2.0000e-04) (hash(x)=26907868)
+2694 train 7.671017 (lr=2.0000e-04) (hash(x)=32034827)
+2695 train 7.532805 (lr=2.0000e-04) (hash(x)=28505676)
+2696 train 7.115583 (lr=2.0000e-04) (hash(x)=23805750)
+2697 train 7.427880 (lr=2.0000e-04) (hash(x)=29804750)
+2698 train 7.691707 (lr=2.0000e-04) (hash(x)=28443583)
+2699 train 7.620454 (lr=2.0000e-04) (hash(x)=29156288)
+2700 val loss 7.3015
+2700 val perplexity 1482.5776
+2700 train 7.384080 (lr=2.0000e-04) (hash(x)=25895743)
+2701 train 6.934870 (lr=2.0000e-04) (hash(x)=21173795)
+2702 train 6.825042 (lr=2.0000e-04) (hash(x)=20790866)
+2703 train 7.401485 (lr=2.0000e-04) (hash(x)=27706477)
+2704 train 7.605699 (lr=2.0000e-04) (hash(x)=30358985)
+2705 train 7.171857 (lr=2.0000e-04) (hash(x)=23548492)
+2706 train 7.310796 (lr=2.0000e-04) (hash(x)=25879696)
+2707 train 7.142272 (lr=2.0000e-04) (hash(x)=23711800)
+2708 train 7.699878 (lr=2.0000e-04) (hash(x)=28763123)
+2709 train 7.279889 (lr=2.0000e-04) (hash(x)=23327642)
+2710 train 7.354151 (lr=2.0000e-04) (hash(x)=25634166)
+2711 train 7.267771 (lr=2.0000e-04) (hash(x)=28684175)
+2712 train 7.371089 (lr=2.0000e-04) (hash(x)=23996278)
+2713 train 6.998651 (lr=2.0000e-04) (hash(x)=21795980)
+2714 train 7.318963 (lr=2.0000e-04) (hash(x)=24840769)
+2715 train 7.268691 (lr=2.0000e-04) (hash(x)=25225466)
+2716 train 7.536597 (lr=2.0000e-04) (hash(x)=27500471)
+2717 train 7.264347 (lr=2.0000e-04) (hash(x)=24703036)
+2718 train 7.364372 (lr=2.0000e-04) (hash(x)=24294293)
+2719 train 7.313551 (lr=2.0000e-04) (hash(x)=28003600)
+2720 train 7.067038 (lr=2.0000e-04) (hash(x)=22822962)
+2721 train 7.012300 (lr=2.0000e-04) (hash(x)=24189246)
+2722 train 7.096055 (lr=2.0000e-04) (hash(x)=22608951)
+2723 train 7.842371 (lr=2.0000e-04) (hash(x)=27989890)
+2724 train 7.438549 (lr=2.0000e-04) (hash(x)=24175838)
+2725 train 7.265100 (lr=2.0000e-04) (hash(x)=24781792)
+2726 train 7.116763 (lr=2.0000e-04) (hash(x)=23413276)
+2727 train 7.556532 (lr=2.0000e-04) (hash(x)=27586845)
+2728 train 7.347927 (lr=2.0000e-04) (hash(x)=27336264)
+2729 train 7.419450 (lr=2.0000e-04) (hash(x)=26808464)
+2730 train 7.181264 (lr=2.0000e-04) (hash(x)=22312009)
+2731 train 7.294212 (lr=2.0000e-04) (hash(x)=22373927)
+2732 train 7.200687 (lr=2.0000e-04) (hash(x)=23428834)
+2733 train 7.210988 (lr=2.0000e-04) (hash(x)=25304441)
+2734 train 7.214079 (lr=2.0000e-04) (hash(x)=24798164)
+2735 train 7.018395 (lr=2.0000e-04) (hash(x)=21176405)
+2736 train 7.110126 (lr=2.0000e-04) (hash(x)=22343075)
+2737 train 7.195271 (lr=2.0000e-04) (hash(x)=23825332)
+2738 train 7.221452 (lr=2.0000e-04) (hash(x)=24191865)
+2739 train 7.040610 (lr=2.0000e-04) (hash(x)=23806052)
+2740 train 7.086702 (lr=2.0000e-04) (hash(x)=21764591)
+2741 train 7.233318 (lr=2.0000e-04) (hash(x)=25548695)
+2742 train 7.455134 (lr=2.0000e-04) (hash(x)=26847535)
+2743 train 7.161790 (lr=2.0000e-04) (hash(x)=25888433)
+2744 train 7.133586 (lr=2.0000e-04) (hash(x)=24327454)
+2745 train 7.046318 (lr=2.0000e-04) (hash(x)=22543301)
+2746 train 7.481361 (lr=2.0000e-04) (hash(x)=24593022)
+2747 train 8.035683 (lr=2.0000e-04) (hash(x)=27797727)
+2748 train 7.498477 (lr=2.0000e-04) (hash(x)=28067682)
+2749 train 7.163757 (lr=2.0000e-04) (hash(x)=25278538)
+2750 val loss 7.2998
+2750 val perplexity 1480.0461
+2750 train 7.085913 (lr=2.0000e-04) (hash(x)=23875731)
+2751 train 7.269084 (lr=2.0000e-04) (hash(x)=27916982)
+2752 train 7.249668 (lr=2.0000e-04) (hash(x)=25726799)
+2753 train 7.094198 (lr=2.0000e-04) (hash(x)=25227141)
+2754 train 7.372544 (lr=2.0000e-04) (hash(x)=27679212)
+2755 train 6.975667 (lr=2.0000e-04) (hash(x)=24621793)
+2756 train 6.969255 (lr=2.0000e-04) (hash(x)=21962296)
+2757 train 7.310913 (lr=2.0000e-04) (hash(x)=24899679)
+2758 train 7.036595 (lr=2.0000e-04) (hash(x)=21452158)
+2759 train 7.120223 (lr=2.0000e-04) (hash(x)=24334708)
+2760 train 7.358632 (lr=2.0000e-04) (hash(x)=25523041)
+2761 train 7.458749 (lr=2.0000e-04) (hash(x)=30389813)
+2762 train 7.058458 (lr=2.0000e-04) (hash(x)=22426014)
+2763 train 7.163072 (lr=2.0000e-04) (hash(x)=24419143)
+2764 train 7.231205 (lr=2.0000e-04) (hash(x)=24850536)
+2765 train 7.293863 (lr=2.0000e-04) (hash(x)=24181393)
+2766 train 6.851687 (lr=2.0000e-04) (hash(x)=18882503)
+2767 train 7.282637 (lr=2.0000e-04) (hash(x)=25617709)
+2768 train 7.224690 (lr=2.0000e-04) (hash(x)=24076662)
+2769 train 7.135215 (lr=2.0000e-04) (hash(x)=21656802)
+2770 train 7.094361 (lr=2.0000e-04) (hash(x)=21014265)
+2771 train 7.228020 (lr=2.0000e-04) (hash(x)=24556034)
+2772 train 7.051691 (lr=2.0000e-04) (hash(x)=22046665)
+2773 train 7.305231 (lr=2.0000e-04) (hash(x)=26761579)
+2774 train 8.789321 (lr=2.0000e-04) (hash(x)=41414315)
+2775 train 7.190563 (lr=2.0000e-04) (hash(x)=25152362)
+2776 train 7.379361 (lr=2.0000e-04) (hash(x)=25567641)
+2777 train 7.260490 (lr=2.0000e-04) (hash(x)=25427935)
+2778 train 7.382587 (lr=2.0000e-04) (hash(x)=25824457)
+2779 train 7.287637 (lr=2.0000e-04) (hash(x)=24326376)
+2780 train 7.301308 (lr=2.0000e-04) (hash(x)=27447230)
+2781 train 7.146601 (lr=2.0000e-04) (hash(x)=24003710)
+2782 train 7.052142 (lr=2.0000e-04) (hash(x)=24157390)
+2783 train 7.181906 (lr=2.0000e-04) (hash(x)=24276512)
+2784 train 6.993516 (lr=2.0000e-04) (hash(x)=21503752)
+2785 train 6.882564 (lr=2.0000e-04) (hash(x)=20031488)
+2786 train 6.983485 (lr=2.0000e-04) (hash(x)=21788715)
+2787 train 7.133649 (lr=2.0000e-04) (hash(x)=24344695)
+2788 train 7.240347 (lr=2.0000e-04) (hash(x)=22927763)
+2789 train 7.109254 (lr=2.0000e-04) (hash(x)=23710755)
+2790 train 7.318158 (lr=2.0000e-04) (hash(x)=26924620)
+2791 train 7.627759 (lr=2.0000e-04) (hash(x)=26776133)
+2792 train 7.085561 (lr=2.0000e-04) (hash(x)=19936770)
+2793 train 7.255436 (lr=2.0000e-04) (hash(x)=25440959)
+2794 train 7.243839 (lr=2.0000e-04) (hash(x)=25146097)
+2795 train 7.056570 (lr=2.0000e-04) (hash(x)=21847282)
+2796 train 7.268888 (lr=2.0000e-04) (hash(x)=25639784)
+2797 train 7.069101 (lr=2.0000e-04) (hash(x)=21199921)
+2798 train 7.223857 (lr=2.0000e-04) (hash(x)=22360806)
+2799 train 6.716404 (lr=2.0000e-04) (hash(x)=20254159)
+2800 val loss 7.3283
+2800 val perplexity 1522.7661
+2800 train 6.849973 (lr=2.0000e-04) (hash(x)=23348345)
+2801 train 7.415503 (lr=2.0000e-04) (hash(x)=24908033)
+2802 train 7.162971 (lr=2.0000e-04) (hash(x)=23350309)
+2803 train 7.256458 (lr=2.0000e-04) (hash(x)=25044762)
+2804 train 7.131299 (lr=2.0000e-04) (hash(x)=24071026)
+2805 train 6.930749 (lr=2.0000e-04) (hash(x)=22169363)
+2806 train 7.179259 (lr=2.0000e-04) (hash(x)=23757564)
+2807 train 7.627027 (lr=2.0000e-04) (hash(x)=27873855)
+2808 train 7.386634 (lr=2.0000e-04) (hash(x)=26577893)
+2809 train 7.439241 (lr=2.0000e-04) (hash(x)=27001634)
+2810 train 7.187665 (lr=2.0000e-04) (hash(x)=24796541)
+2811 train 7.095950 (lr=2.0000e-04) (hash(x)=22575615)
+2812 train 7.172246 (lr=2.0000e-04) (hash(x)=25876475)
+2813 train 7.227587 (lr=2.0000e-04) (hash(x)=24765155)
+2814 train 7.194106 (lr=2.0000e-04) (hash(x)=25785699)
+2815 train 7.382526 (lr=2.0000e-04) (hash(x)=25113614)
+2816 train 7.191338 (lr=2.0000e-04) (hash(x)=24415748)
+2817 train 7.317721 (lr=2.0000e-04) (hash(x)=25140622)
+2818 train 7.202964 (lr=2.0000e-04) (hash(x)=24845866)
+2819 train 7.666570 (lr=2.0000e-04) (hash(x)=28062905)
+2820 train 7.210566 (lr=2.0000e-04) (hash(x)=22041086)
+2821 train 7.297251 (lr=2.0000e-04) (hash(x)=24957184)
+2822 train 7.183986 (lr=2.0000e-04) (hash(x)=24360380)
+2823 train 7.335645 (lr=2.0000e-04) (hash(x)=26192886)
+2824 train 7.223492 (lr=2.0000e-04) (hash(x)=25001858)
+2825 train 7.214605 (lr=2.0000e-04) (hash(x)=24721193)
+2826 train 7.292708 (lr=2.0000e-04) (hash(x)=26186227)
+2827 train 7.226590 (lr=2.0000e-04) (hash(x)=25770338)
+2828 train 7.303395 (lr=2.0000e-04) (hash(x)=25920767)
+2829 train 7.234056 (lr=2.0000e-04) (hash(x)=25060684)
+2830 train 6.937293 (lr=2.0000e-04) (hash(x)=22933946)
+2831 train 7.109163 (lr=2.0000e-04) (hash(x)=24614912)
+2832 train 6.876350 (lr=2.0000e-04) (hash(x)=19955522)
+2833 train 6.933496 (lr=2.0000e-04) (hash(x)=21111215)
+2834 train 7.717926 (lr=2.0000e-04) (hash(x)=28817924)
+2835 train 7.274604 (lr=2.0000e-04) (hash(x)=26934071)
+2836 train 7.212846 (lr=2.0000e-04) (hash(x)=24768851)
+2837 train 7.188508 (lr=2.0000e-04) (hash(x)=25706447)
+2838 train 7.002294 (lr=2.0000e-04) (hash(x)=19579834)
+2839 train 7.240383 (lr=2.0000e-04) (hash(x)=25397093)
+2840 train 7.639177 (lr=2.0000e-04) (hash(x)=27902141)
+2841 train 7.290851 (lr=2.0000e-04) (hash(x)=25383069)
+2842 train 7.079341 (lr=2.0000e-04) (hash(x)=22007373)
+2843 train 7.175412 (lr=2.0000e-04) (hash(x)=25925963)
+2844 train 7.205170 (lr=2.0000e-04) (hash(x)=25711128)
+2845 train 7.004117 (lr=2.0000e-04) (hash(x)=21881216)
+2846 train 7.097823 (lr=2.0000e-04) (hash(x)=20277075)
+2847 train 7.124231 (lr=2.0000e-04) (hash(x)=19811802)
+2848 train 7.092168 (lr=2.0000e-04) (hash(x)=23878906)
+2849 train 7.350553 (lr=2.0000e-04) (hash(x)=25034966)
+2850 val loss 7.2872
+2850 val perplexity 1461.5216
+2850 train 7.364855 (lr=2.0000e-04) (hash(x)=24359507)
+2851 train 7.115983 (lr=2.0000e-04) (hash(x)=23248423)
+2852 train 7.104689 (lr=2.0000e-04) (hash(x)=21782773)
+2853 train 7.225252 (lr=2.0000e-04) (hash(x)=23804418)
+2854 train 7.286876 (lr=2.0000e-04) (hash(x)=22525078)
+2855 train 7.264839 (lr=2.0000e-04) (hash(x)=25579655)
+2856 train 7.351592 (lr=2.0000e-04) (hash(x)=27048876)
+2857 train 7.496197 (lr=2.0000e-04) (hash(x)=26468479)
+2858 train 7.186015 (lr=2.0000e-04) (hash(x)=23854933)
+2859 train 7.510968 (lr=2.0000e-04) (hash(x)=25537603)
+2860 train 6.954980 (lr=2.0000e-04) (hash(x)=20979252)
+2861 train 7.515438 (lr=2.0000e-04) (hash(x)=26504374)
+2862 train 7.319561 (lr=2.0000e-04) (hash(x)=27561842)
+2863 train 7.310013 (lr=2.0000e-04) (hash(x)=26096514)
+2864 train 7.334775 (lr=2.0000e-04) (hash(x)=25926899)
+2865 train 7.375734 (lr=2.0000e-04) (hash(x)=26058348)
+2866 train 7.390757 (lr=2.0000e-04) (hash(x)=29802259)
+2867 train 7.297661 (lr=2.0000e-04) (hash(x)=24132888)
+2868 train 6.990552 (lr=2.0000e-04) (hash(x)=23369410)
+2869 train 7.198834 (lr=2.0000e-04) (hash(x)=25387506)
+2870 train 7.407739 (lr=2.0000e-04) (hash(x)=27375344)
+2871 train 7.127755 (lr=2.0000e-04) (hash(x)=22589633)
+2872 train 7.278317 (lr=2.0000e-04) (hash(x)=23250237)
+2873 train 7.221443 (lr=2.0000e-04) (hash(x)=25511322)
+2874 train 6.808307 (lr=2.0000e-04) (hash(x)=18356418)
+2875 train 7.279662 (lr=2.0000e-04) (hash(x)=27781566)
+2876 train 7.133516 (lr=2.0000e-04) (hash(x)=24878173)
+2877 train 7.550821 (lr=2.0000e-04) (hash(x)=30018637)
+2878 train 7.422620 (lr=2.0000e-04) (hash(x)=27168416)
+2879 train 7.431900 (lr=2.0000e-04) (hash(x)=26757147)
+2880 train 7.464105 (lr=2.0000e-04) (hash(x)=26637081)
+2881 train 7.329652 (lr=2.0000e-04) (hash(x)=24795024)
+2882 train 7.521744 (lr=2.0000e-04) (hash(x)=29787745)
+2883 train 7.380916 (lr=2.0000e-04) (hash(x)=26649864)
+2884 train 7.246526 (lr=2.0000e-04) (hash(x)=27306612)
+2885 train 7.341550 (lr=2.0000e-04) (hash(x)=27568311)
+2886 train 7.401281 (lr=2.0000e-04) (hash(x)=27440150)
+2887 train 7.096971 (lr=2.0000e-04) (hash(x)=24963730)
+2888 train 7.130001 (lr=2.0000e-04) (hash(x)=23619807)
+2889 train 7.620036 (lr=2.0000e-04) (hash(x)=29447356)
+2890 train 7.170563 (lr=2.0000e-04) (hash(x)=25144675)
+2891 train 7.083300 (lr=2.0000e-04) (hash(x)=25249959)
+2892 train 7.075231 (lr=2.0000e-04) (hash(x)=26608712)
+2893 train 7.107670 (lr=2.0000e-04) (hash(x)=26333258)
+2894 train 6.913184 (lr=2.0000e-04) (hash(x)=20682182)
+2895 train 7.331609 (lr=2.0000e-04) (hash(x)=27703124)
+2896 train 7.164211 (lr=2.0000e-04) (hash(x)=23228180)
+2897 train 7.067755 (lr=2.0000e-04) (hash(x)=25252411)
+2898 train 7.031429 (lr=2.0000e-04) (hash(x)=22879178)
+2899 train 7.294662 (lr=2.0000e-04) (hash(x)=26459082)
+2900 val loss 7.2773
+2900 val perplexity 1447.0444
+2900 train 7.114202 (lr=2.0000e-04) (hash(x)=24569501)
+2901 train 6.880341 (lr=2.0000e-04) (hash(x)=19803884)
+2902 train 6.959146 (lr=2.0000e-04) (hash(x)=18799747)
+2903 train 7.226007 (lr=2.0000e-04) (hash(x)=24781713)
+2904 train 7.353137 (lr=2.0000e-04) (hash(x)=25016590)
+2905 train 7.579628 (lr=2.0000e-04) (hash(x)=29006906)
+2906 train 7.320928 (lr=2.0000e-04) (hash(x)=24069959)
+2907 train 7.480203 (lr=2.0000e-04) (hash(x)=26597693)
+2908 train 7.068643 (lr=2.0000e-04) (hash(x)=25014146)
+2909 train 7.288305 (lr=2.0000e-04) (hash(x)=24943747)
+2910 train 7.210179 (lr=2.0000e-04) (hash(x)=27847542)
+2911 train 7.161088 (lr=2.0000e-04) (hash(x)=24720476)
+2912 train 7.058792 (lr=2.0000e-04) (hash(x)=24388804)
+2913 train 7.165398 (lr=2.0000e-04) (hash(x)=23567535)
+2914 train 7.459160 (lr=2.0000e-04) (hash(x)=29673625)
+2915 train 7.218687 (lr=2.0000e-04) (hash(x)=23691295)
+2916 train 7.596881 (lr=2.0000e-04) (hash(x)=26572819)
+2917 train 7.245789 (lr=2.0000e-04) (hash(x)=23237812)
+2918 train 7.458663 (lr=2.0000e-04) (hash(x)=26531016)
+2919 train 7.025937 (lr=2.0000e-04) (hash(x)=23481301)
+2920 train 7.272996 (lr=2.0000e-04) (hash(x)=24839184)
+2921 train 7.101587 (lr=2.0000e-04) (hash(x)=23327755)
+2922 train 7.340825 (lr=2.0000e-04) (hash(x)=26347114)
+2923 train 7.027116 (lr=2.0000e-04) (hash(x)=23295676)
+2924 train 7.102486 (lr=2.0000e-04) (hash(x)=24557178)
+2925 train 7.166692 (lr=2.0000e-04) (hash(x)=26067788)
+2926 train 7.128864 (lr=2.0000e-04) (hash(x)=25694982)
+2927 train 7.198032 (lr=2.0000e-04) (hash(x)=25641033)
+2928 train 7.261949 (lr=2.0000e-04) (hash(x)=24906422)
+2929 train 7.448257 (lr=2.0000e-04) (hash(x)=27803515)
+2930 train 7.388127 (lr=2.0000e-04) (hash(x)=26208803)
+2931 train 6.897560 (lr=2.0000e-04) (hash(x)=22441379)
+2932 train 7.147199 (lr=2.0000e-04) (hash(x)=24741626)
+2933 train 7.015594 (lr=2.0000e-04) (hash(x)=24595257)
+2934 train 7.069977 (lr=2.0000e-04) (hash(x)=23939167)
+2935 train 7.347534 (lr=2.0000e-04) (hash(x)=27369437)
+2936 train 7.002254 (lr=2.0000e-04) (hash(x)=21409783)
+2937 train 7.282248 (lr=2.0000e-04) (hash(x)=25923735)
+2938 train 7.267355 (lr=2.0000e-04) (hash(x)=29559511)
+2939 train 7.150731 (lr=2.0000e-04) (hash(x)=24482272)
+2940 train 7.121828 (lr=2.0000e-04) (hash(x)=24767658)
+2941 train 7.327152 (lr=2.0000e-04) (hash(x)=26425020)
+2942 train 7.645206 (lr=2.0000e-04) (hash(x)=27444868)
+2943 train 7.174085 (lr=2.0000e-04) (hash(x)=24760900)
+2944 train 7.269329 (lr=2.0000e-04) (hash(x)=25605407)
+2945 train 7.046843 (lr=2.0000e-04) (hash(x)=22886951)
+2946 train 7.371934 (lr=2.0000e-04) (hash(x)=26112205)
+2947 train 7.194036 (lr=2.0000e-04) (hash(x)=23919156)
+2948 train 7.155522 (lr=2.0000e-04) (hash(x)=23729312)
+2949 train 7.482081 (lr=2.0000e-04) (hash(x)=30440878)
+2950 val loss 7.2653
+2950 val perplexity 1429.7515
+2950 train 6.878001 (lr=2.0000e-04) (hash(x)=20004041)
+2951 train 6.861076 (lr=2.0000e-04) (hash(x)=21692546)
+2952 train 6.928784 (lr=2.0000e-04) (hash(x)=23021681)
+2953 train 7.300385 (lr=2.0000e-04) (hash(x)=26663597)
+2954 train 7.157234 (lr=2.0000e-04) (hash(x)=23727385)
+2955 train 7.163060 (lr=2.0000e-04) (hash(x)=27692087)
+2956 train 7.181973 (lr=2.0000e-04) (hash(x)=24003378)
+2957 train 7.807416 (lr=2.0000e-04) (hash(x)=29534673)
+2958 train 7.085582 (lr=2.0000e-04) (hash(x)=22875068)
+2959 train 7.088469 (lr=2.0000e-04) (hash(x)=22720391)
+2960 train 6.893813 (lr=2.0000e-04) (hash(x)=17997400)
+2961 train 7.067777 (lr=2.0000e-04) (hash(x)=22853822)
+2962 train 7.146484 (lr=2.0000e-04) (hash(x)=25238004)
+2963 train 7.237926 (lr=2.0000e-04) (hash(x)=26146560)
+2964 train 7.333618 (lr=2.0000e-04) (hash(x)=21894867)
+2965 train 7.330148 (lr=2.0000e-04) (hash(x)=23001150)
+2966 train 7.070648 (lr=2.0000e-04) (hash(x)=23392923)
+2967 train 7.136757 (lr=2.0000e-04) (hash(x)=24376979)
+2968 train 7.087459 (lr=2.0000e-04) (hash(x)=23781449)
+2969 train 7.265989 (lr=2.0000e-04) (hash(x)=25315495)
+2970 train 7.381879 (lr=2.0000e-04) (hash(x)=27165470)
+2971 train 7.179351 (lr=2.0000e-04) (hash(x)=22917712)
+2972 train 7.523113 (lr=2.0000e-04) (hash(x)=27928456)
+2973 train 7.062791 (lr=2.0000e-04) (hash(x)=19890855)
+2974 train 6.965890 (lr=2.0000e-04) (hash(x)=21318134)
+2975 train 7.041730 (lr=2.0000e-04) (hash(x)=22244509)
+2976 train 6.928201 (lr=2.0000e-04) (hash(x)=21293137)
+2977 train 7.091238 (lr=2.0000e-04) (hash(x)=23465789)
+2978 train 7.024667 (lr=2.0000e-04) (hash(x)=21169753)
+2979 train 7.426157 (lr=2.0000e-04) (hash(x)=25243385)
+2980 train 7.454919 (lr=2.0000e-04) (hash(x)=27465812)
+2981 train 7.173201 (lr=2.0000e-04) (hash(x)=24615492)
+2982 train 7.106901 (lr=2.0000e-04) (hash(x)=23081307)
+2983 train 6.883436 (lr=2.0000e-04) (hash(x)=21831960)
+2984 train 7.009193 (lr=2.0000e-04) (hash(x)=23242850)
+2985 train 7.129908 (lr=2.0000e-04) (hash(x)=24308188)
+2986 train 7.299957 (lr=2.0000e-04) (hash(x)=28541601)
+2987 train 7.195760 (lr=2.0000e-04) (hash(x)=24842373)
+2988 train 6.920972 (lr=2.0000e-04) (hash(x)=21967126)
+2989 train 7.110793 (lr=2.0000e-04) (hash(x)=22951616)
+2990 train 7.204457 (lr=2.0000e-04) (hash(x)=24325714)
+2991 train 7.040999 (lr=2.0000e-04) (hash(x)=24921535)
+2992 train 7.246124 (lr=2.0000e-04) (hash(x)=25937112)
+2993 train 6.948382 (lr=2.0000e-04) (hash(x)=20716218)
+2994 train 7.208214 (lr=2.0000e-04) (hash(x)=25450724)
+2995 train 7.146178 (lr=2.0000e-04) (hash(x)=24344615)
+2996 train 6.899628 (lr=2.0000e-04) (hash(x)=20299058)
+2997 train 7.149094 (lr=2.0000e-04) (hash(x)=23859426)
+2998 train 7.143414 (lr=2.0000e-04) (hash(x)=23094397)
+2999 train 7.402086 (lr=2.0000e-04) (hash(x)=25381251)
+3000 val loss 7.2589
+3000 val perplexity 1420.7318
+3000 train 7.142190 (lr=2.0000e-04) (hash(x)=23586527)
+3001 train 7.036164 (lr=2.0000e-04) (hash(x)=24220410)
+3002 train 6.919427 (lr=2.0000e-04) (hash(x)=20597347)
+3003 train 7.047784 (lr=2.0000e-04) (hash(x)=22887303)
+3004 train 7.316344 (lr=2.0000e-04) (hash(x)=25869462)
+3005 train 7.091587 (lr=2.0000e-04) (hash(x)=22098530)
+3006 train 7.349056 (lr=2.0000e-04) (hash(x)=26246291)
+3007 train 7.280885 (lr=2.0000e-04) (hash(x)=25687352)
+3008 train 7.015497 (lr=2.0000e-04) (hash(x)=25425646)
+3009 train 7.219841 (lr=2.0000e-04) (hash(x)=26021124)
+3010 train 7.236169 (lr=2.0000e-04) (hash(x)=25392057)
+3011 train 7.350626 (lr=2.0000e-04) (hash(x)=27791412)
+3012 train 7.166966 (lr=2.0000e-04) (hash(x)=23181098)
+3013 train 7.198421 (lr=2.0000e-04) (hash(x)=25521889)
+3014 train 7.016490 (lr=2.0000e-04) (hash(x)=21685795)
+3015 train 7.099297 (lr=2.0000e-04) (hash(x)=25221654)
+3016 train 7.336721 (lr=2.0000e-04) (hash(x)=24888744)
+3017 train 7.252205 (lr=2.0000e-04) (hash(x)=24200150)
+3018 train 7.193266 (lr=2.0000e-04) (hash(x)=26943942)
+3019 train 7.186416 (lr=2.0000e-04) (hash(x)=23243731)
+3020 train 7.066551 (lr=2.0000e-04) (hash(x)=21068284)
+3021 train 7.253819 (lr=2.0000e-04) (hash(x)=23876902)
+3022 train 7.425865 (lr=2.0000e-04) (hash(x)=25337639)
+3023 train 7.357563 (lr=2.0000e-04) (hash(x)=24469863)
+3024 train 7.754997 (lr=2.0000e-04) (hash(x)=27850876)
+3025 train 7.624130 (lr=2.0000e-04) (hash(x)=20515778)
+3026 train 7.450575 (lr=2.0000e-04) (hash(x)=29019173)
+3027 train 7.125395 (lr=2.0000e-04) (hash(x)=22484936)
+3028 train 7.202132 (lr=2.0000e-04) (hash(x)=24639400)
+3029 train 7.412933 (lr=2.0000e-04) (hash(x)=26835174)
+3030 train 7.459728 (lr=2.0000e-04) (hash(x)=29843763)
+3031 train 7.190992 (lr=2.0000e-04) (hash(x)=25291413)
+3032 train 7.095150 (lr=2.0000e-04) (hash(x)=24590244)
+3033 train 7.304948 (lr=2.0000e-04) (hash(x)=28880142)
+3034 train 7.085359 (lr=2.0000e-04) (hash(x)=23372199)
+3035 train 7.055953 (lr=2.0000e-04) (hash(x)=23952225)
+3036 train 7.187643 (lr=2.0000e-04) (hash(x)=24589186)
+3037 train 7.159467 (lr=2.0000e-04) (hash(x)=23260323)
+3038 train 7.324172 (lr=2.0000e-04) (hash(x)=25824498)
+3039 train 7.216144 (lr=2.0000e-04) (hash(x)=25744274)
+3040 train 7.218311 (lr=2.0000e-04) (hash(x)=21610247)
+3041 train 7.331879 (lr=2.0000e-04) (hash(x)=25079786)
+3042 train 6.970592 (lr=2.0000e-04) (hash(x)=23219195)
+3043 train 6.918028 (lr=2.0000e-04) (hash(x)=22616739)
+3044 train 7.195766 (lr=2.0000e-04) (hash(x)=24908480)
+3045 train 7.031136 (lr=2.0000e-04) (hash(x)=22293489)
+3046 train 7.068892 (lr=2.0000e-04) (hash(x)=23557651)
+3047 train 7.133237 (lr=2.0000e-04) (hash(x)=24246963)
+3048 train 7.240901 (lr=2.0000e-04) (hash(x)=24490083)
+3049 train 7.238147 (lr=2.0000e-04) (hash(x)=22372895)
+3050 val loss 7.2759
+3050 val perplexity 1445.1096
+3050 train 6.938078 (lr=2.0000e-04) (hash(x)=21759470)
+3051 train 6.845883 (lr=2.0000e-04) (hash(x)=19407094)
+3052 train 7.198335 (lr=2.0000e-04) (hash(x)=23957047)
+3053 train 7.320705 (lr=2.0000e-04) (hash(x)=24719318)
+3054 train 7.129595 (lr=2.0000e-04) (hash(x)=20719314)
+3055 train 7.031188 (lr=2.0000e-04) (hash(x)=19724058)
+3056 train 6.914934 (lr=2.0000e-04) (hash(x)=14407266)
+3057 train 6.785384 (lr=2.0000e-04) (hash(x)=12468292)
+3058 train 7.072618 (lr=2.0000e-04) (hash(x)=16098279)
+3059 train 7.146223 (lr=2.0000e-04) (hash(x)=18836491)
+3060 train 6.954835 (lr=2.0000e-04) (hash(x)=19132277)
+3061 train 7.115196 (lr=2.0000e-04) (hash(x)=22814208)
+3062 train 7.174024 (lr=2.0000e-04) (hash(x)=24838508)
+3063 train 7.047928 (lr=2.0000e-04) (hash(x)=20705649)
+3064 train 8.017850 (lr=2.0000e-04) (hash(x)=29416914)
+3065 train 7.459505 (lr=2.0000e-04) (hash(x)=25972430)
+3066 train 6.900693 (lr=2.0000e-04) (hash(x)=23705805)
+3067 train 6.972793 (lr=2.0000e-04) (hash(x)=21325875)
+3068 train 7.189217 (lr=2.0000e-04) (hash(x)=23526506)
+3069 train 7.642537 (lr=2.0000e-04) (hash(x)=27282337)
+3070 train 7.474155 (lr=2.0000e-04) (hash(x)=27968043)
+3071 train 7.304639 (lr=2.0000e-04) (hash(x)=24938685)
+3072 train 7.485350 (lr=2.0000e-04) (hash(x)=26942737)
+3073 train 7.395425 (lr=2.0000e-04) (hash(x)=23506879)
+3074 train 7.130759 (lr=2.0000e-04) (hash(x)=23589913)
+3075 train 7.275503 (lr=2.0000e-04) (hash(x)=25152403)
+3076 train 7.395721 (lr=2.0000e-04) (hash(x)=23425868)
+3077 train 7.486378 (lr=2.0000e-04) (hash(x)=23966181)
+3078 train 7.594234 (lr=2.0000e-04) (hash(x)=27312570)
+3079 train 7.276742 (lr=2.0000e-04) (hash(x)=21707000)
+3080 train 7.202240 (lr=2.0000e-04) (hash(x)=25600427)
+3081 train 7.345314 (lr=2.0000e-04) (hash(x)=24270631)
+3082 train 7.417072 (lr=2.0000e-04) (hash(x)=25199537)
+3083 train 6.767049 (lr=2.0000e-04) (hash(x)=17952018)
+3084 train 6.839363 (lr=2.0000e-04) (hash(x)=18733143)
+3085 train 7.390518 (lr=2.0000e-04) (hash(x)=26946100)
+3086 train 7.218615 (lr=2.0000e-04) (hash(x)=25547515)
+3087 train 7.190524 (lr=2.0000e-04) (hash(x)=24948980)
+3088 train 8.322632 (lr=2.0000e-04) (hash(x)=35461645)
+3089 train 7.425476 (lr=2.0000e-04) (hash(x)=28330877)
+3090 train 7.358028 (lr=2.0000e-04) (hash(x)=27687861)
+3091 train 7.464849 (lr=2.0000e-04) (hash(x)=28012110)
+3092 train 7.308548 (lr=2.0000e-04) (hash(x)=24684480)
+3093 train 7.293149 (lr=2.0000e-04) (hash(x)=26225786)
+3094 train 7.033725 (lr=2.0000e-04) (hash(x)=23098156)
+3095 train 7.577497 (lr=2.0000e-04) (hash(x)=30773958)
+3096 train 7.869672 (lr=2.0000e-04) (hash(x)=28640406)
+3097 train 7.781396 (lr=2.0000e-04) (hash(x)=28201086)
+3098 train 8.123596 (lr=2.0000e-04) (hash(x)=35002344)
+3099 train 7.598971 (lr=2.0000e-04) (hash(x)=29481068)
+3100 val loss 7.3157
+3100 val perplexity 1503.7399
+3100 train 7.225638 (lr=2.0000e-04) (hash(x)=26374528)
+3101 train 7.194749 (lr=2.0000e-04) (hash(x)=24153602)
+3102 train 7.240216 (lr=2.0000e-04) (hash(x)=25478746)
+3103 train 7.497517 (lr=2.0000e-04) (hash(x)=26769046)
+3104 train 7.176332 (lr=2.0000e-04) (hash(x)=21841970)
+3105 train 7.432369 (lr=2.0000e-04) (hash(x)=27693052)
+3106 train 6.941319 (lr=2.0000e-04) (hash(x)=20689448)
+3107 train 7.327638 (lr=2.0000e-04) (hash(x)=26755048)
+3108 train 7.265733 (lr=2.0000e-04) (hash(x)=24431904)
+3109 train 7.160276 (lr=2.0000e-04) (hash(x)=21009792)
+3110 train 7.222289 (lr=2.0000e-04) (hash(x)=21909003)
+3111 train 7.247503 (lr=2.0000e-04) (hash(x)=18849656)
+3112 train 7.408176 (lr=2.0000e-04) (hash(x)=22223376)
+3113 train 7.649639 (lr=2.0000e-04) (hash(x)=25652491)
+3114 train 7.590120 (lr=2.0000e-04) (hash(x)=23521434)
+3115 train 7.638109 (lr=2.0000e-04) (hash(x)=25449800)
+3116 train 7.993235 (lr=2.0000e-04) (hash(x)=27655847)
+3117 train 8.073761 (lr=2.0000e-04) (hash(x)=29878248)
+3118 train 8.090278 (lr=2.0000e-04) (hash(x)=30444094)
+3119 train 7.735002 (lr=2.0000e-04) (hash(x)=24624950)
+3120 train 7.050551 (lr=2.0000e-04) (hash(x)=20798511)
+3121 train 7.427407 (lr=2.0000e-04) (hash(x)=26581679)
+3122 train 7.356810 (lr=2.0000e-04) (hash(x)=25333422)
+3123 train 7.402345 (lr=2.0000e-04) (hash(x)=26174069)
+3124 train 7.437506 (lr=2.0000e-04) (hash(x)=25219475)
+3125 train 7.331175 (lr=2.0000e-04) (hash(x)=20919061)
+3126 train 7.273654 (lr=2.0000e-04) (hash(x)=23828688)
+3127 train 7.769354 (lr=2.0000e-04) (hash(x)=27299605)
+3128 train 7.135263 (lr=2.0000e-04) (hash(x)=23797514)
+3129 train 7.358205 (lr=2.0000e-04) (hash(x)=23601883)
+3130 train 7.588034 (lr=2.0000e-04) (hash(x)=31003964)
+3131 train 7.299193 (lr=2.0000e-04) (hash(x)=24777273)
+3132 train 7.182302 (lr=2.0000e-04) (hash(x)=25403249)
+3133 train 7.412746 (lr=2.0000e-04) (hash(x)=28913150)
+3134 train 7.360747 (lr=2.0000e-04) (hash(x)=26541508)
+3135 train 7.329568 (lr=2.0000e-04) (hash(x)=24113445)
+3136 train 7.094072 (lr=2.0000e-04) (hash(x)=25464565)
+3137 train 7.375854 (lr=2.0000e-04) (hash(x)=26581432)
+3138 train 7.230392 (lr=2.0000e-04) (hash(x)=23074513)
+3139 train 7.129155 (lr=2.0000e-04) (hash(x)=23970384)
+3140 train 7.304569 (lr=2.0000e-04) (hash(x)=26694495)
+3141 train 7.258140 (lr=2.0000e-04) (hash(x)=26883445)
+3142 train 7.432716 (lr=2.0000e-04) (hash(x)=28632211)
+3143 train 7.871112 (lr=2.0000e-04) (hash(x)=32644465)
+3144 train 7.598171 (lr=2.0000e-04) (hash(x)=27490443)
+3145 train 7.156612 (lr=2.0000e-04) (hash(x)=23814853)
+3146 train 7.594213 (lr=2.0000e-04) (hash(x)=29664236)
+3147 train 7.906829 (lr=2.0000e-04) (hash(x)=29951548)
+3148 train 7.582136 (lr=2.0000e-04) (hash(x)=28426503)
+3149 train 7.041016 (lr=2.0000e-04) (hash(x)=23727657)
+3150 val loss 7.3147
+3150 val perplexity 1502.2865
+3150 train 7.189366 (lr=2.0000e-04) (hash(x)=21430659)
+3151 train 7.260941 (lr=2.0000e-04) (hash(x)=25829219)
+3152 train 7.417865 (lr=2.0000e-04) (hash(x)=29735208)
+3153 train 7.446007 (lr=2.0000e-04) (hash(x)=28173447)
+3154 train 7.151788 (lr=2.0000e-04) (hash(x)=22909641)
+3155 train 7.319673 (lr=2.0000e-04) (hash(x)=20556094)
+3156 train 7.086898 (lr=2.0000e-04) (hash(x)=24013769)
+3157 train 7.066196 (lr=2.0000e-04) (hash(x)=22525971)
+3158 train 7.126230 (lr=2.0000e-04) (hash(x)=25492728)
+3159 train 7.223402 (lr=2.0000e-04) (hash(x)=25194550)
+3160 train 7.332523 (lr=2.0000e-04) (hash(x)=25610603)
+3161 train 7.325821 (lr=2.0000e-04) (hash(x)=23848640)
+3162 train 7.119394 (lr=2.0000e-04) (hash(x)=24082226)
+3163 train 7.508701 (lr=2.0000e-04) (hash(x)=28482186)
+3164 train 7.403571 (lr=2.0000e-04) (hash(x)=27542978)
+3165 train 7.152388 (lr=2.0000e-04) (hash(x)=22540954)
+3166 train 7.251147 (lr=2.0000e-04) (hash(x)=26103641)
+3167 train 7.238977 (lr=2.0000e-04) (hash(x)=25941804)
+3168 train 7.272292 (lr=2.0000e-04) (hash(x)=25965921)
+3169 train 7.467918 (lr=2.0000e-04) (hash(x)=25631269)
+3170 train 7.081023 (lr=2.0000e-04) (hash(x)=23471525)
+3171 train 7.294040 (lr=2.0000e-04) (hash(x)=27049208)
+3172 train 7.277436 (lr=2.0000e-04) (hash(x)=27074992)
+3173 train 7.252573 (lr=2.0000e-04) (hash(x)=25712617)
+3174 train 7.229537 (lr=2.0000e-04) (hash(x)=25884917)
+3175 train 7.233789 (lr=2.0000e-04) (hash(x)=24075727)
+3176 train 7.113509 (lr=2.0000e-04) (hash(x)=23681759)
+3177 train 7.389067 (lr=2.0000e-04) (hash(x)=25786577)
+3178 train 7.390701 (lr=2.0000e-04) (hash(x)=27307614)
+3179 train 7.423700 (lr=2.0000e-04) (hash(x)=25082806)
+3180 train 7.357945 (lr=2.0000e-04) (hash(x)=26098308)
+3181 train 7.211620 (lr=2.0000e-04) (hash(x)=24080140)
+3182 train 7.372241 (lr=2.0000e-04) (hash(x)=26399395)
+3183 train 7.452995 (lr=2.0000e-04) (hash(x)=23104539)
+3184 train 7.107343 (lr=2.0000e-04) (hash(x)=23356930)
+3185 train 7.326013 (lr=2.0000e-04) (hash(x)=27972420)
+3186 train 7.024641 (lr=2.0000e-04) (hash(x)=21338924)
+3187 train 7.394989 (lr=2.0000e-04) (hash(x)=25351113)
+3188 train 7.379768 (lr=2.0000e-04) (hash(x)=26019439)
+3189 train 7.403530 (lr=2.0000e-04) (hash(x)=30149312)
+3190 train 7.122678 (lr=2.0000e-04) (hash(x)=23028152)
+3191 train 7.497513 (lr=2.0000e-04) (hash(x)=23018983)
+3192 train 7.116211 (lr=2.0000e-04) (hash(x)=23190787)
+3193 train 7.540347 (lr=2.0000e-04) (hash(x)=27798543)
+3194 train 7.311685 (lr=2.0000e-04) (hash(x)=25193663)
+3195 train 7.134918 (lr=2.0000e-04) (hash(x)=25302106)
+3196 train 7.308662 (lr=2.0000e-04) (hash(x)=24325364)
+3197 train 7.308363 (lr=2.0000e-04) (hash(x)=25399101)
+3198 train 7.149164 (lr=2.0000e-04) (hash(x)=23606439)
+3199 train 7.204749 (lr=2.0000e-04) (hash(x)=24422929)
+3200 val loss 7.3055
+3200 val perplexity 1488.4456
+3200 train 7.342558 (lr=2.0000e-04) (hash(x)=24760381)
+3201 train 6.969295 (lr=2.0000e-04) (hash(x)=23278576)
+3202 train 7.245255 (lr=2.0000e-04) (hash(x)=24897511)
+3203 train 7.561744 (lr=2.0000e-04) (hash(x)=29052117)
+3204 train 7.281090 (lr=2.0000e-04) (hash(x)=25772923)
+3205 train 7.467613 (lr=2.0000e-04) (hash(x)=25885977)
+3206 train 7.198095 (lr=2.0000e-04) (hash(x)=21985272)
+3207 train 7.126568 (lr=2.0000e-04) (hash(x)=23389696)
+3208 train 7.008678 (lr=2.0000e-04) (hash(x)=25299042)
+3209 train 7.312863 (lr=2.0000e-04) (hash(x)=23703987)
+3210 train 7.204340 (lr=2.0000e-04) (hash(x)=23362342)
+3211 train 7.269728 (lr=2.0000e-04) (hash(x)=23962503)
+3212 train 7.176755 (lr=2.0000e-04) (hash(x)=21216023)
+3213 train 7.258514 (lr=2.0000e-04) (hash(x)=25841931)
+3214 train 7.186700 (lr=2.0000e-04) (hash(x)=23631428)
+3215 train 7.515213 (lr=2.0000e-04) (hash(x)=29102969)
+3216 train 7.329703 (lr=2.0000e-04) (hash(x)=25782766)
+3217 train 7.535368 (lr=2.0000e-04) (hash(x)=28825867)
+3218 train 7.477943 (lr=2.0000e-04) (hash(x)=24609499)
+3219 train 7.408283 (lr=2.0000e-04) (hash(x)=24948166)
+3220 train 7.436385 (lr=2.0000e-04) (hash(x)=26919841)
+3221 train 7.312755 (lr=2.0000e-04) (hash(x)=27236198)
+3222 train 7.104703 (lr=2.0000e-04) (hash(x)=24029305)
+3223 train 7.650420 (lr=2.0000e-04) (hash(x)=28359859)
+3224 train 7.428962 (lr=2.0000e-04) (hash(x)=24886008)
+3225 train 7.285758 (lr=2.0000e-04) (hash(x)=27159867)
+3226 train 7.497780 (lr=2.0000e-04) (hash(x)=20672023)
+3227 train 7.184613 (lr=2.0000e-04) (hash(x)=22360298)
+3228 train 7.591719 (lr=2.0000e-04) (hash(x)=27478658)
+3229 train 7.390199 (lr=2.0000e-04) (hash(x)=26575886)
+3230 train 7.573238 (lr=2.0000e-04) (hash(x)=26890615)
+3231 train 7.204080 (lr=2.0000e-04) (hash(x)=24630955)
+3232 train 7.470012 (lr=2.0000e-04) (hash(x)=27016054)
+3233 train 7.695128 (lr=2.0000e-04) (hash(x)=28444407)
+3234 train 7.107822 (lr=2.0000e-04) (hash(x)=24053336)
+3235 train 7.428941 (lr=2.0000e-04) (hash(x)=26897402)
+3236 train 7.599855 (lr=2.0000e-04) (hash(x)=29451214)
+3237 train 7.325599 (lr=2.0000e-04) (hash(x)=27268677)
+3238 train 7.478796 (lr=2.0000e-04) (hash(x)=27494000)
+3239 train 7.115257 (lr=2.0000e-04) (hash(x)=22969113)
+3240 train 7.110456 (lr=2.0000e-04) (hash(x)=21944576)
+3241 train 7.356636 (lr=2.0000e-04) (hash(x)=21671079)
+3242 train 7.211784 (lr=2.0000e-04) (hash(x)=23912980)
+3243 train 7.164576 (lr=2.0000e-04) (hash(x)=25205781)
+3244 train 7.158118 (lr=2.0000e-04) (hash(x)=25654244)
+3245 train 7.089509 (lr=2.0000e-04) (hash(x)=23335929)
+3246 train 7.464241 (lr=2.0000e-04) (hash(x)=27953926)
+3247 train 7.237178 (lr=2.0000e-04) (hash(x)=27004415)
+3248 train 6.937871 (lr=2.0000e-04) (hash(x)=20471566)
+3249 train 7.170986 (lr=2.0000e-04) (hash(x)=25797941)
+3250 val loss 7.2743
+3250 val perplexity 1442.7782
+3250 train 7.086975 (lr=2.0000e-04) (hash(x)=21787064)
+3251 train 7.049076 (lr=2.0000e-04) (hash(x)=22974875)
+3252 train 7.356056 (lr=2.0000e-04) (hash(x)=28431267)
+3253 train 7.206161 (lr=2.0000e-04) (hash(x)=25584910)
+3254 train 6.986600 (lr=2.0000e-04) (hash(x)=23888922)
+3255 train 7.224327 (lr=2.0000e-04) (hash(x)=22265063)
+3256 train 6.871626 (lr=2.0000e-04) (hash(x)=21926624)
+3257 train 7.149539 (lr=2.0000e-04) (hash(x)=23073191)
+3258 train 7.172987 (lr=2.0000e-04) (hash(x)=24409183)
+3259 train 7.219749 (lr=2.0000e-04) (hash(x)=23312114)
+3260 train 7.073596 (lr=2.0000e-04) (hash(x)=21001289)
+3261 train 7.293530 (lr=2.0000e-04) (hash(x)=25514824)
+3262 train 7.061152 (lr=2.0000e-04) (hash(x)=22526800)
+3263 train 7.489915 (lr=2.0000e-04) (hash(x)=26905990)
+3264 train 7.149207 (lr=2.0000e-04) (hash(x)=24469631)
+3265 train 7.036815 (lr=2.0000e-04) (hash(x)=21149081)
+3266 train 7.229608 (lr=2.0000e-04) (hash(x)=24696215)
+3267 train 7.565946 (lr=2.0000e-04) (hash(x)=27089280)
+3268 train 7.046018 (lr=2.0000e-04) (hash(x)=23100446)
+3269 train 7.334804 (lr=2.0000e-04) (hash(x)=25061229)
+3270 train 7.198482 (lr=2.0000e-04) (hash(x)=24337543)
+3271 train 7.298069 (lr=2.0000e-04) (hash(x)=24047679)
+3272 train 7.306022 (lr=2.0000e-04) (hash(x)=27616773)
+3273 train 7.220993 (lr=2.0000e-04) (hash(x)=25315110)
+3274 train 7.320253 (lr=2.0000e-04) (hash(x)=28354645)
+3275 train 7.182392 (lr=2.0000e-04) (hash(x)=25034684)
+3276 train 7.190670 (lr=2.0000e-04) (hash(x)=23550342)
+3277 train 7.833761 (lr=2.0000e-04) (hash(x)=28661487)
+3278 train 7.423963 (lr=2.0000e-04) (hash(x)=24724622)
+3279 train 7.362386 (lr=2.0000e-04) (hash(x)=26905582)
+3280 train 7.457851 (lr=2.0000e-04) (hash(x)=26838818)
+3281 train 7.175690 (lr=2.0000e-04) (hash(x)=23949017)
+3282 train 6.695366 (lr=2.0000e-04) (hash(x)=18846300)
+3283 train 7.034181 (lr=2.0000e-04) (hash(x)=21406950)
+3284 train 6.913304 (lr=2.0000e-04) (hash(x)=21157696)
+3285 train 6.986488 (lr=2.0000e-04) (hash(x)=21440152)
+3286 train 7.171467 (lr=2.0000e-04) (hash(x)=26749182)
+3287 train 7.381984 (lr=2.0000e-04) (hash(x)=29018970)
+3288 train 7.325174 (lr=2.0000e-04) (hash(x)=27577517)
+3289 train 6.980011 (lr=2.0000e-04) (hash(x)=19190537)
+3290 train 6.961073 (lr=2.0000e-04) (hash(x)=21957991)
+3291 train 7.015259 (lr=2.0000e-04) (hash(x)=20853530)
+3292 train 6.937923 (lr=2.0000e-04) (hash(x)=22291731)
+3293 train 7.093967 (lr=2.0000e-04) (hash(x)=23786853)
+3294 train 7.274059 (lr=2.0000e-04) (hash(x)=25740147)
+3295 train 7.413680 (lr=2.0000e-04) (hash(x)=24503315)
+3296 train 7.118328 (lr=2.0000e-04) (hash(x)=22541728)
+3297 train 7.413415 (lr=2.0000e-04) (hash(x)=27067328)
+3298 train 7.081586 (lr=2.0000e-04) (hash(x)=22600715)
+3299 train 7.132805 (lr=2.0000e-04) (hash(x)=23080074)
+3300 val loss 7.2667
+3300 val perplexity 1431.8098
+3300 train 6.908288 (lr=2.0000e-04) (hash(x)=22097758)
+3301 train 7.095354 (lr=2.0000e-04) (hash(x)=24105430)
+3302 train 6.951344 (lr=2.0000e-04) (hash(x)=23343775)
+3303 train 7.173796 (lr=2.0000e-04) (hash(x)=22607537)
+3304 train 7.244662 (lr=2.0000e-04) (hash(x)=26501182)
+3305 train 7.522429 (lr=2.0000e-04) (hash(x)=26063650)
+3306 train 7.114470 (lr=2.0000e-04) (hash(x)=23486602)
+3307 train 8.150999 (lr=2.0000e-04) (hash(x)=32179773)
+3308 train 11.461233 (lr=2.0000e-04) (hash(x)=66155855)
+3309 train 8.571963 (lr=2.0000e-04) (hash(x)=37724427)
+3310 train 7.646994 (lr=2.0000e-04) (hash(x)=28861610)
+3311 train 7.639562 (lr=2.0000e-04) (hash(x)=26690225)
+3312 train 7.272176 (lr=2.0000e-04) (hash(x)=24136450)
+3313 train 7.481690 (lr=2.0000e-04) (hash(x)=23702010)
+3314 train 7.726889 (lr=2.0000e-04) (hash(x)=28761762)
+3315 train 7.081837 (lr=2.0000e-04) (hash(x)=22109609)
+3316 train 7.477177 (lr=2.0000e-04) (hash(x)=25168631)
+3317 train 7.385976 (lr=2.0000e-04) (hash(x)=24503786)
+3318 train 7.440390 (lr=2.0000e-04) (hash(x)=23698606)
+3319 train 7.456569 (lr=2.0000e-04) (hash(x)=24226255)
+3320 train 8.110186 (lr=2.0000e-04) (hash(x)=31110577)
+3321 train 7.419687 (lr=2.0000e-04) (hash(x)=24752754)
+3322 train 7.239404 (lr=2.0000e-04) (hash(x)=21135610)
+3323 train 7.177650 (lr=2.0000e-04) (hash(x)=23013573)
+3324 train 6.937128 (lr=2.0000e-04) (hash(x)=20289715)
+3325 train 7.175160 (lr=2.0000e-04) (hash(x)=22700287)
+3326 train 7.217714 (lr=2.0000e-04) (hash(x)=21320362)
+3327 train 7.362744 (lr=2.0000e-04) (hash(x)=23622702)
+3328 train 7.647011 (lr=2.0000e-04) (hash(x)=27435461)
+3329 train 7.440942 (lr=2.0000e-04) (hash(x)=25435452)
+3330 train 7.372501 (lr=2.0000e-04) (hash(x)=27952557)
+3331 train 7.082827 (lr=2.0000e-04) (hash(x)=21517429)
+3332 train 7.201099 (lr=2.0000e-04) (hash(x)=24288985)
+3333 train 7.329883 (lr=2.0000e-04) (hash(x)=23374788)
+3334 train 7.149612 (lr=2.0000e-04) (hash(x)=22042499)
+3335 train 7.456885 (lr=2.0000e-04) (hash(x)=23910425)
+3336 train 7.793077 (lr=2.0000e-04) (hash(x)=28118508)
+3337 train 7.537993 (lr=2.0000e-04) (hash(x)=26737440)
+3338 train 7.269573 (lr=2.0000e-04) (hash(x)=24472271)
+3339 train 7.246275 (lr=2.0000e-04) (hash(x)=24407484)
+3340 train 7.771984 (lr=2.0000e-04) (hash(x)=27908937)
+3341 train 7.881054 (lr=2.0000e-04) (hash(x)=29038937)
+3342 train 7.684935 (lr=2.0000e-04) (hash(x)=24802580)
+3343 train 7.599662 (lr=2.0000e-04) (hash(x)=27213318)
+3344 train 7.579998 (lr=2.0000e-04) (hash(x)=28693458)
+3345 train 6.966841 (lr=2.0000e-04) (hash(x)=20332324)
+3346 train 7.298548 (lr=2.0000e-04) (hash(x)=26726007)
+3347 train 7.237844 (lr=2.0000e-04) (hash(x)=25524191)
+3348 train 7.313503 (lr=2.0000e-04) (hash(x)=25553293)
+3349 train 7.244220 (lr=2.0000e-04) (hash(x)=25614848)
+3350 val loss 7.2964
+3350 val perplexity 1475.0311
+3350 train 7.312505 (lr=2.0000e-04) (hash(x)=25747903)
+3351 train 7.271574 (lr=2.0000e-04) (hash(x)=26701577)
+3352 train 7.037019 (lr=2.0000e-04) (hash(x)=21964135)
+3353 train 7.158666 (lr=2.0000e-04) (hash(x)=24461007)
+3354 train 7.188446 (lr=2.0000e-04) (hash(x)=25818495)
+3355 train 7.020635 (lr=2.0000e-04) (hash(x)=22091266)
+3356 train 7.064678 (lr=2.0000e-04) (hash(x)=24476213)
+3357 train 7.387882 (lr=2.0000e-04) (hash(x)=24500423)
+3358 train 7.113376 (lr=2.0000e-04) (hash(x)=21754841)
+3359 train 7.469305 (lr=2.0000e-04) (hash(x)=26216794)
+3360 train 6.990230 (lr=2.0000e-04) (hash(x)=24267249)
+3361 train 7.257694 (lr=2.0000e-04) (hash(x)=23143515)
+3362 train 7.179071 (lr=2.0000e-04) (hash(x)=24120302)
+3363 train 7.312438 (lr=2.0000e-04) (hash(x)=20817340)
+3364 train 7.274845 (lr=2.0000e-04) (hash(x)=22285847)
+3365 train 7.586062 (lr=2.0000e-04) (hash(x)=28151597)
+3366 train 8.045450 (lr=2.0000e-04) (hash(x)=31593285)
+3367 train 7.635854 (lr=2.0000e-04) (hash(x)=27579623)
+3368 train 7.279951 (lr=2.0000e-04) (hash(x)=24995988)
+3369 train 6.933675 (lr=2.0000e-04) (hash(x)=22166810)
+3370 train 7.133186 (lr=2.0000e-04) (hash(x)=23948298)
+3371 train 7.014616 (lr=2.0000e-04) (hash(x)=21532187)
+3372 train 7.103311 (lr=2.0000e-04) (hash(x)=23571652)
+3373 train 7.513096 (lr=2.0000e-04) (hash(x)=26911513)
+3374 train 7.399579 (lr=2.0000e-04) (hash(x)=24011329)
+3375 train 7.611122 (lr=2.0000e-04) (hash(x)=26086198)
+3376 train 7.203233 (lr=2.0000e-04) (hash(x)=22844402)
+3377 train 7.145291 (lr=2.0000e-04) (hash(x)=21817762)
+3378 train 7.253303 (lr=2.0000e-04) (hash(x)=23903232)
+3379 train 7.196419 (lr=2.0000e-04) (hash(x)=23911729)
+3380 train 7.184838 (lr=2.0000e-04) (hash(x)=24485288)
+3381 train 7.369560 (lr=2.0000e-04) (hash(x)=27955492)
+3382 train 7.107828 (lr=2.0000e-04) (hash(x)=25884586)
+3383 train 7.275955 (lr=2.0000e-04) (hash(x)=24863441)
+3384 train 7.534255 (lr=2.0000e-04) (hash(x)=22045992)
+3385 train 7.688870 (lr=2.0000e-04) (hash(x)=29174796)
+3386 train 7.982416 (lr=2.0000e-04) (hash(x)=32589942)
+3387 train 7.606103 (lr=2.0000e-04) (hash(x)=28856978)
+3388 train 7.062352 (lr=2.0000e-04) (hash(x)=21667904)
+3389 train 7.057412 (lr=2.0000e-04) (hash(x)=23431801)
+3390 train 6.918949 (lr=2.0000e-04) (hash(x)=20877285)
+3391 train 7.139705 (lr=2.0000e-04) (hash(x)=25236385)
+3392 train 7.342332 (lr=2.0000e-04) (hash(x)=25373071)
+3393 train 7.498674 (lr=2.0000e-04) (hash(x)=25713464)
+3394 train 7.467366 (lr=2.0000e-04) (hash(x)=25713475)
+3395 train 7.352136 (lr=2.0000e-04) (hash(x)=24278687)
+3396 train 7.490694 (lr=2.0000e-04) (hash(x)=27491349)
+3397 train 7.376972 (lr=2.0000e-04) (hash(x)=24513692)
+3398 train 7.461980 (lr=2.0000e-04) (hash(x)=26853415)
+3399 train 7.551273 (lr=2.0000e-04) (hash(x)=25330803)
+3400 val loss 7.2991
+3400 val perplexity 1478.9653
+3400 train 7.501262 (lr=2.0000e-04) (hash(x)=26578066)
+3401 train 7.535278 (lr=2.0000e-04) (hash(x)=26811522)
+3402 train 7.227225 (lr=2.0000e-04) (hash(x)=25611092)
+3403 train 7.064828 (lr=2.0000e-04) (hash(x)=21568545)
+3404 train 7.052272 (lr=2.0000e-04) (hash(x)=22756484)
+3405 train 7.289105 (lr=2.0000e-04) (hash(x)=27927608)
+3406 train 7.342453 (lr=2.0000e-04) (hash(x)=27497018)
+3407 train 7.149440 (lr=2.0000e-04) (hash(x)=22508532)
+3408 train 7.593261 (lr=2.0000e-04) (hash(x)=26673287)
+3409 train 7.218138 (lr=2.0000e-04) (hash(x)=23675869)
+3410 train 7.239691 (lr=2.0000e-04) (hash(x)=25496948)
+3411 train 7.168199 (lr=2.0000e-04) (hash(x)=24850662)
+3412 train 7.425046 (lr=2.0000e-04) (hash(x)=29790167)
+3413 train 7.081043 (lr=2.0000e-04) (hash(x)=24193434)
+3414 train 7.457555 (lr=2.0000e-04) (hash(x)=25310919)
+3415 train 7.149022 (lr=2.0000e-04) (hash(x)=21799261)
+3416 train 7.409644 (lr=2.0000e-04) (hash(x)=26620074)
+3417 train 7.341449 (lr=2.0000e-04) (hash(x)=26719309)
+3418 train 7.666556 (lr=2.0000e-04) (hash(x)=23190530)
+3419 train 7.327847 (lr=2.0000e-04) (hash(x)=24884891)
+3420 train 7.292693 (lr=2.0000e-04) (hash(x)=25545849)
+3421 train 7.288234 (lr=2.0000e-04) (hash(x)=26021405)
+3422 train 7.190689 (lr=2.0000e-04) (hash(x)=23887343)
+3423 train 7.250582 (lr=2.0000e-04) (hash(x)=26311168)
+3424 train 6.963925 (lr=2.0000e-04) (hash(x)=21051541)
+3425 train 7.346210 (lr=2.0000e-04) (hash(x)=23553179)
+3426 train 7.245482 (lr=2.0000e-04) (hash(x)=24345540)
+3427 train 7.672237 (lr=2.0000e-04) (hash(x)=27549895)
+3428 train 7.018861 (lr=2.0000e-04) (hash(x)=22559753)
+3429 train 6.975955 (lr=2.0000e-04) (hash(x)=21647642)
+3430 train 6.867128 (lr=2.0000e-04) (hash(x)=20130901)
+3431 train 7.014310 (lr=2.0000e-04) (hash(x)=20977430)
+3432 train 7.028284 (lr=2.0000e-04) (hash(x)=21356429)
+3433 train 7.025075 (lr=2.0000e-04) (hash(x)=23494380)
+3434 train 7.263940 (lr=2.0000e-04) (hash(x)=23805501)
+3435 train 7.213916 (lr=2.0000e-04) (hash(x)=23448855)
+3436 train 7.611940 (lr=2.0000e-04) (hash(x)=26000319)
+3437 train 7.066229 (lr=2.0000e-04) (hash(x)=21760032)
+3438 train 7.216408 (lr=2.0000e-04) (hash(x)=24424886)
+3439 train 7.557105 (lr=2.0000e-04) (hash(x)=26941617)
+3440 train 7.540479 (lr=2.0000e-04) (hash(x)=26798528)
+3441 train 7.553514 (lr=2.0000e-04) (hash(x)=27464193)
+3442 train 7.453826 (lr=2.0000e-04) (hash(x)=25649118)
+3443 train 7.536279 (lr=2.0000e-04) (hash(x)=26953192)
+3444 train 7.372324 (lr=2.0000e-04) (hash(x)=22224958)
+3445 train 7.221689 (lr=2.0000e-04) (hash(x)=24044587)
+3446 train 7.636624 (lr=2.0000e-04) (hash(x)=29584466)
+3447 train 7.998372 (lr=2.0000e-04) (hash(x)=30008957)
+3448 train 7.915708 (lr=2.0000e-04) (hash(x)=26059290)
+3449 train 7.016183 (lr=2.0000e-04) (hash(x)=19733965)
+3450 val loss 7.4155
+3450 val perplexity 1661.5369
+3450 train 7.471250 (lr=2.0000e-04) (hash(x)=23960200)
+3451 train 7.607315 (lr=2.0000e-04) (hash(x)=27069893)
+3452 train 7.223393 (lr=2.0000e-04) (hash(x)=23947772)
+3453 train 7.255397 (lr=2.0000e-04) (hash(x)=22707406)
+3454 train 7.402402 (lr=2.0000e-04) (hash(x)=27832550)
+3455 train 7.272354 (lr=2.0000e-04) (hash(x)=27125962)
+3456 train 7.143270 (lr=2.0000e-04) (hash(x)=24510254)
+3457 train 6.976711 (lr=2.0000e-04) (hash(x)=23545652)
+3458 train 7.049227 (lr=2.0000e-04) (hash(x)=23554751)
+3459 train 7.160088 (lr=2.0000e-04) (hash(x)=23341415)
+3460 train 7.311887 (lr=2.0000e-04) (hash(x)=21784583)
+3461 train 7.118496 (lr=2.0000e-04) (hash(x)=22214769)
+3462 train 7.200466 (lr=2.0000e-04) (hash(x)=24206922)
+3463 train 7.341207 (lr=2.0000e-04) (hash(x)=25888358)
+3464 train 7.161398 (lr=2.0000e-04) (hash(x)=22689666)
+3465 train 7.282406 (lr=2.0000e-04) (hash(x)=24918697)
+3466 train 7.585057 (lr=2.0000e-04) (hash(x)=28237214)
+3467 train 7.645004 (lr=2.0000e-04) (hash(x)=26761645)
+3468 train 7.390045 (lr=2.0000e-04) (hash(x)=26979307)
+3469 train 7.262634 (lr=2.0000e-04) (hash(x)=23553754)
+3470 train 7.415921 (lr=2.0000e-04) (hash(x)=25256849)
+3471 train 7.323700 (lr=2.0000e-04) (hash(x)=21725719)
+3472 train 7.359681 (lr=2.0000e-04) (hash(x)=24897801)
+3473 train 7.249424 (lr=2.0000e-04) (hash(x)=26175307)
+3474 train 7.034084 (lr=2.0000e-04) (hash(x)=23309218)
+3475 train 7.102312 (lr=2.0000e-04) (hash(x)=25746493)
+3476 train 7.411121 (lr=2.0000e-04) (hash(x)=27169613)
+3477 train 7.090190 (lr=2.0000e-04) (hash(x)=22937341)
+3478 train 7.195575 (lr=2.0000e-04) (hash(x)=24250636)
+3479 train 7.086370 (lr=2.0000e-04) (hash(x)=21669704)
+3480 train 7.062285 (lr=2.0000e-04) (hash(x)=24431839)
+3481 train 7.102632 (lr=2.0000e-04) (hash(x)=22763387)
+3482 train 7.100568 (lr=2.0000e-04) (hash(x)=20489446)
+3483 train 7.054277 (lr=2.0000e-04) (hash(x)=21167493)
+3484 train 7.047190 (lr=2.0000e-04) (hash(x)=23465087)
+3485 train 7.347137 (lr=2.0000e-04) (hash(x)=26175023)
+3486 train 7.443341 (lr=2.0000e-04) (hash(x)=24986207)
+3487 train 6.985837 (lr=2.0000e-04) (hash(x)=23166993)
+3488 train 7.273070 (lr=2.0000e-04) (hash(x)=25281216)
+3489 train 7.032111 (lr=2.0000e-04) (hash(x)=21824285)
+3490 train 7.081190 (lr=2.0000e-04) (hash(x)=22352750)
+3491 train 7.346389 (lr=2.0000e-04) (hash(x)=23947208)
+3492 train 7.373628 (lr=2.0000e-04) (hash(x)=26257363)
+3493 train 7.215641 (lr=2.0000e-04) (hash(x)=25103214)
+3494 train 7.284003 (lr=2.0000e-04) (hash(x)=25267583)
+3495 train 7.354683 (lr=2.0000e-04) (hash(x)=26235974)
+3496 train 7.582602 (lr=2.0000e-04) (hash(x)=26430769)
+3497 train 7.978731 (lr=2.0000e-04) (hash(x)=28282027)
+3498 train 7.818898 (lr=2.0000e-04) (hash(x)=28386462)
+3499 train 7.421536 (lr=2.0000e-04) (hash(x)=29822604)
+3500 val loss 7.3029
+3500 val perplexity 1484.5868
+3500 train 7.332205 (lr=2.0000e-04) (hash(x)=29225386)
+3501 train 7.230241 (lr=2.0000e-04) (hash(x)=25249294)
+3502 train 6.986397 (lr=2.0000e-04) (hash(x)=20020741)
+3503 train 7.171426 (lr=2.0000e-04) (hash(x)=25426430)
+3504 train 7.138334 (lr=2.0000e-04) (hash(x)=25720411)
+3505 train 7.132987 (lr=2.0000e-04) (hash(x)=25602639)
+3506 train 7.255690 (lr=2.0000e-04) (hash(x)=26724388)
+3507 train 7.186426 (lr=2.0000e-04) (hash(x)=26043735)
+3508 train 7.139737 (lr=2.0000e-04) (hash(x)=24955163)
+3509 train 7.083644 (lr=2.0000e-04) (hash(x)=20936107)
+3510 train 7.066624 (lr=2.0000e-04) (hash(x)=20317378)
+3511 train 7.103421 (lr=2.0000e-04) (hash(x)=22966314)
+3512 train 7.483382 (lr=2.0000e-04) (hash(x)=25870930)
+3513 train 7.268777 (lr=2.0000e-04) (hash(x)=24656635)
+3514 train 7.505273 (lr=2.0000e-04) (hash(x)=28576810)
+3515 train 7.419290 (lr=2.0000e-04) (hash(x)=27944619)
+3516 train 7.285680 (lr=2.0000e-04) (hash(x)=27421509)
+3517 train 7.011960 (lr=2.0000e-04) (hash(x)=20844620)
+3518 train 7.192682 (lr=2.0000e-04) (hash(x)=28569406)
+3519 train 7.108693 (lr=2.0000e-04) (hash(x)=23448505)
+3520 train 7.257941 (lr=2.0000e-04) (hash(x)=24852577)
+3521 train 7.145372 (lr=2.0000e-04) (hash(x)=23963103)
+3522 train 7.061394 (lr=2.0000e-04) (hash(x)=24816516)
+3523 train 7.217155 (lr=2.0000e-04) (hash(x)=24205942)
+3524 train 6.819408 (lr=2.0000e-04) (hash(x)=20988660)
+3525 train 6.902564 (lr=2.0000e-04) (hash(x)=21631366)
+3526 train 7.127011 (lr=2.0000e-04) (hash(x)=23499370)
+3527 train 7.229846 (lr=2.0000e-04) (hash(x)=26330693)
+3528 train 6.915398 (lr=2.0000e-04) (hash(x)=23937176)
+3529 train 7.169263 (lr=2.0000e-04) (hash(x)=27345885)
+3530 train 6.906549 (lr=2.0000e-04) (hash(x)=21104610)
+3531 train 7.259618 (lr=2.0000e-04) (hash(x)=24844466)
+3532 train 6.665222 (lr=2.0000e-04) (hash(x)=21055483)
+3533 train 6.965311 (lr=2.0000e-04) (hash(x)=23229414)
+3534 train 7.267696 (lr=2.0000e-04) (hash(x)=26676920)
+3535 train 7.208677 (lr=2.0000e-04) (hash(x)=29550596)
+3536 train 7.014359 (lr=2.0000e-04) (hash(x)=22231942)
+3537 train 7.153135 (lr=2.0000e-04) (hash(x)=25843852)
+3538 train 7.314074 (lr=2.0000e-04) (hash(x)=27110533)
+3539 train 6.875400 (lr=2.0000e-04) (hash(x)=20506540)
+3540 train 6.989554 (lr=2.0000e-04) (hash(x)=21599346)
+3541 train 7.191484 (lr=2.0000e-04) (hash(x)=26395519)
+3542 train 7.133795 (lr=2.0000e-04) (hash(x)=25892512)
+3543 train 7.190660 (lr=2.0000e-04) (hash(x)=22124892)
+3544 train 7.070940 (lr=2.0000e-04) (hash(x)=21882567)
+3545 train 7.178807 (lr=2.0000e-04) (hash(x)=24316212)
+3546 train 7.086700 (lr=2.0000e-04) (hash(x)=24296310)
+3547 train 7.172956 (lr=2.0000e-04) (hash(x)=24867036)
+3548 train 7.181133 (lr=2.0000e-04) (hash(x)=23351896)
+3549 train 7.136253 (lr=2.0000e-04) (hash(x)=21576408)
+3550 val loss 7.2475
+3550 val perplexity 1404.6586
+3550 train 7.232880 (lr=2.0000e-04) (hash(x)=26377338)
+3551 train 7.087827 (lr=2.0000e-04) (hash(x)=25607640)
+3552 train 7.401323 (lr=2.0000e-04) (hash(x)=27619776)
+3553 train 6.937709 (lr=2.0000e-04) (hash(x)=23454533)
+3554 train 7.114034 (lr=2.0000e-04) (hash(x)=22542519)
+3555 train 7.195285 (lr=2.0000e-04) (hash(x)=26176930)
+3556 train 6.921205 (lr=2.0000e-04) (hash(x)=22815181)
+3557 train 6.898255 (lr=2.0000e-04) (hash(x)=21821757)
+3558 train 6.935745 (lr=2.0000e-04) (hash(x)=23988293)
+3559 train 6.856316 (lr=2.0000e-04) (hash(x)=23795894)
+3560 train 6.788162 (lr=2.0000e-04) (hash(x)=22898969)
+3561 train 6.805042 (lr=2.0000e-04) (hash(x)=21510825)
+3562 train 6.737828 (lr=2.0000e-04) (hash(x)=22499317)
+3563 train 6.734735 (lr=2.0000e-04) (hash(x)=23756298)
+3564 train 6.784081 (lr=2.0000e-04) (hash(x)=23964512)
+3565 train 6.985200 (lr=2.0000e-04) (hash(x)=23262803)
+3566 train 7.174112 (lr=2.0000e-04) (hash(x)=23347279)
+3567 train 7.093347 (lr=2.0000e-04) (hash(x)=24165449)
+3568 train 7.216156 (lr=2.0000e-04) (hash(x)=25503946)
+3569 train 7.178870 (lr=2.0000e-04) (hash(x)=26532839)
+3570 train 6.849065 (lr=2.0000e-04) (hash(x)=21889816)
+3571 train 7.112148 (lr=2.0000e-04) (hash(x)=26643739)
+3572 train 7.279452 (lr=2.0000e-04) (hash(x)=26826130)
+3573 train 7.305766 (lr=2.0000e-04) (hash(x)=25810624)
+3574 train 7.173048 (lr=2.0000e-04) (hash(x)=23080331)
+3575 train 7.334270 (lr=2.0000e-04) (hash(x)=24697756)
+3576 train 7.182824 (lr=2.0000e-04) (hash(x)=25158900)
+3577 train 7.313129 (lr=2.0000e-04) (hash(x)=25793633)
+3578 train 6.900217 (lr=2.0000e-04) (hash(x)=21468493)
+3579 train 7.212607 (lr=2.0000e-04) (hash(x)=24431101)
+3580 train 7.061275 (lr=2.0000e-04) (hash(x)=27314357)
+3581 train 7.259506 (lr=2.0000e-04) (hash(x)=26286249)
+3582 train 7.523892 (lr=2.0000e-04) (hash(x)=25954856)
+3583 train 7.410799 (lr=2.0000e-04) (hash(x)=27218899)
+3584 train 7.203465 (lr=2.0000e-04) (hash(x)=24249114)
+3585 train 7.068489 (lr=2.0000e-04) (hash(x)=23659934)
+3586 train 7.099646 (lr=2.0000e-04) (hash(x)=25995600)
+3587 train 7.016140 (lr=2.0000e-04) (hash(x)=29462219)
+3588 train 7.187956 (lr=2.0000e-04) (hash(x)=23346714)
+3589 train 7.247556 (lr=2.0000e-04) (hash(x)=27168432)
+3590 train 7.101515 (lr=2.0000e-04) (hash(x)=23954240)
+3591 train 7.056555 (lr=2.0000e-04) (hash(x)=24748522)
+3592 train 7.274127 (lr=2.0000e-04) (hash(x)=24887007)
+3593 train 6.992767 (lr=2.0000e-04) (hash(x)=25539383)
+3594 train 6.920878 (lr=2.0000e-04) (hash(x)=20104613)
+3595 train 7.449631 (lr=2.0000e-04) (hash(x)=24843486)
+3596 train 7.453879 (lr=2.0000e-04) (hash(x)=24357864)
+3597 train 7.157716 (lr=2.0000e-04) (hash(x)=23873745)
+3598 train 7.294254 (lr=2.0000e-04) (hash(x)=25142829)
+3599 train 7.363303 (lr=2.0000e-04) (hash(x)=24965317)
+3600 val loss 7.2439
+3600 val perplexity 1399.4899
+3600 train 6.851663 (lr=2.0000e-04) (hash(x)=18505205)
+3601 train 6.862584 (lr=2.0000e-04) (hash(x)=23632877)
+3602 train 7.137421 (lr=2.0000e-04) (hash(x)=23704554)
+3603 train 7.285025 (lr=2.0000e-04) (hash(x)=26584754)
+3604 train 6.955410 (lr=2.0000e-04) (hash(x)=20667709)
+3605 train 6.792347 (lr=2.0000e-04) (hash(x)=20573248)
+3606 train 6.895373 (lr=2.0000e-04) (hash(x)=23998997)
+3607 train 7.104506 (lr=2.0000e-04) (hash(x)=22031210)
+3608 train 7.135173 (lr=2.0000e-04) (hash(x)=24124536)
+3609 train 7.039626 (lr=2.0000e-04) (hash(x)=22650144)
+3610 train 7.203385 (lr=2.0000e-04) (hash(x)=23796998)
+3611 train 7.212108 (lr=2.0000e-04) (hash(x)=24860582)
+3612 train 6.730565 (lr=2.0000e-04) (hash(x)=20591300)
+3613 train 7.187154 (lr=2.0000e-04) (hash(x)=23447130)
+3614 train 7.155551 (lr=2.0000e-04) (hash(x)=26237963)
+3615 train 7.272913 (lr=2.0000e-04) (hash(x)=25877990)
+3616 train 7.025357 (lr=2.0000e-04) (hash(x)=24808003)
+3617 train 7.233270 (lr=2.0000e-04) (hash(x)=24103543)
+3618 train 7.123734 (lr=2.0000e-04) (hash(x)=24877184)
+3619 train 7.240482 (lr=2.0000e-04) (hash(x)=24970646)
+3620 train 7.162312 (lr=2.0000e-04) (hash(x)=25764524)
+3621 train 7.323329 (lr=2.0000e-04) (hash(x)=25313591)
+3622 train 7.186359 (lr=2.0000e-04) (hash(x)=23260940)
+3623 train 7.117196 (lr=2.0000e-04) (hash(x)=24382381)
+3624 train 7.068047 (lr=2.0000e-04) (hash(x)=24618902)
+3625 train 7.260943 (lr=2.0000e-04) (hash(x)=25074871)
+3626 train 6.998808 (lr=2.0000e-04) (hash(x)=24472251)
+3627 train 7.143253 (lr=2.0000e-04) (hash(x)=25221746)
+3628 train 7.242595 (lr=2.0000e-04) (hash(x)=27448790)
+3629 train 7.189812 (lr=2.0000e-04) (hash(x)=25221431)
+3630 train 6.768539 (lr=2.0000e-04) (hash(x)=22034366)
+3631 train 7.347038 (lr=2.0000e-04) (hash(x)=24551999)
+3632 train 7.025102 (lr=2.0000e-04) (hash(x)=24330217)
+3633 train 7.126820 (lr=2.0000e-04) (hash(x)=22792380)
+3634 train 6.981317 (lr=2.0000e-04) (hash(x)=22393767)
+3635 train 7.316419 (lr=2.0000e-04) (hash(x)=28151378)
+3636 train 7.285841 (lr=2.0000e-04) (hash(x)=26999341)
+3637 train 7.297710 (lr=2.0000e-04) (hash(x)=27251870)
+3638 train 7.243033 (lr=2.0000e-04) (hash(x)=23439462)
+3639 train 7.302522 (lr=2.0000e-04) (hash(x)=25765516)
+3640 train 7.194768 (lr=2.0000e-04) (hash(x)=24720171)
+3641 train 7.383903 (lr=2.0000e-04) (hash(x)=23927187)
+3642 train 7.144893 (lr=2.0000e-04) (hash(x)=23879561)
+3643 train 7.246334 (lr=2.0000e-04) (hash(x)=25630696)
+3644 train 6.862602 (lr=2.0000e-04) (hash(x)=22030016)
+3645 train 7.327616 (lr=2.0000e-04) (hash(x)=28781600)
+3646 train 7.271702 (lr=2.0000e-04) (hash(x)=26668019)
+3647 train 7.342995 (lr=2.0000e-04) (hash(x)=25204247)
+3648 train 7.631043 (lr=2.0000e-04) (hash(x)=31261394)
+3649 train 7.363267 (lr=2.0000e-04) (hash(x)=26193103)
+3650 val loss 7.2524
+3650 val perplexity 1411.4318
+3650 train 7.163306 (lr=2.0000e-04) (hash(x)=23872456)
+3651 train 7.069108 (lr=2.0000e-04) (hash(x)=26326447)
+3652 train 7.066588 (lr=2.0000e-04) (hash(x)=26449631)
+3653 train 7.354506 (lr=2.0000e-04) (hash(x)=26373461)
+3654 train 7.210530 (lr=2.0000e-04) (hash(x)=24882768)
+3655 train 7.284799 (lr=2.0000e-04) (hash(x)=26321813)
+3656 train 7.303930 (lr=2.0000e-04) (hash(x)=27056428)
+3657 train 7.283138 (lr=2.0000e-04) (hash(x)=24583976)
+3658 train 6.999641 (lr=2.0000e-04) (hash(x)=22259624)
+3659 train 7.110475 (lr=2.0000e-04) (hash(x)=25400396)
+3660 train 6.969689 (lr=2.0000e-04) (hash(x)=21095507)
+3661 train 7.230269 (lr=2.0000e-04) (hash(x)=27231042)
+3662 train 7.025617 (lr=2.0000e-04) (hash(x)=27292771)
+3663 train 7.459828 (lr=2.0000e-04) (hash(x)=25528323)
+3664 train 7.216794 (lr=2.0000e-04) (hash(x)=24374502)
+3665 train 7.030313 (lr=2.0000e-04) (hash(x)=22463800)
+3666 train 7.279353 (lr=2.0000e-04) (hash(x)=25413960)
+3667 train 7.209376 (lr=2.0000e-04) (hash(x)=24035353)
+3668 train 7.167154 (lr=2.0000e-04) (hash(x)=24815852)
+3669 train 7.050458 (lr=2.0000e-04) (hash(x)=22995856)
+3670 train 7.292696 (lr=2.0000e-04) (hash(x)=28128238)
+3671 train 7.305080 (lr=2.0000e-04) (hash(x)=25114729)
+3672 train 7.007336 (lr=2.0000e-04) (hash(x)=19337726)
+3673 train 7.453318 (lr=2.0000e-04) (hash(x)=26674420)
+3674 train 6.956802 (lr=2.0000e-04) (hash(x)=22553270)
+3675 train 6.867532 (lr=2.0000e-04) (hash(x)=21634962)
+3676 train 7.018123 (lr=2.0000e-04) (hash(x)=23362669)
+3677 train 7.180809 (lr=2.0000e-04) (hash(x)=24781824)
+3678 train 6.665564 (lr=2.0000e-04) (hash(x)=17909688)
+3679 train 7.904960 (lr=2.0000e-04) (hash(x)=31341964)
+3680 train 7.441102 (lr=2.0000e-04) (hash(x)=29071335)
+3681 train 6.839331 (lr=2.0000e-04) (hash(x)=19486640)
+3682 train 7.001888 (lr=2.0000e-04) (hash(x)=24301133)
+3683 train 7.224231 (lr=2.0000e-04) (hash(x)=29172813)
+3684 train 7.753076 (lr=2.0000e-04) (hash(x)=31501337)
+3685 train 7.349809 (lr=2.0000e-04) (hash(x)=27377840)
+3686 train 7.137189 (lr=2.0000e-04) (hash(x)=24499761)
+3687 train 7.149893 (lr=2.0000e-04) (hash(x)=26326024)
+3688 train 7.175569 (lr=2.0000e-04) (hash(x)=23179996)
+3689 train 6.817071 (lr=2.0000e-04) (hash(x)=20963675)
+3690 train 7.103612 (lr=2.0000e-04) (hash(x)=26650521)
+3691 train 6.871775 (lr=2.0000e-04) (hash(x)=20140071)
+3692 train 6.826791 (lr=2.0000e-04) (hash(x)=21734340)
+3693 train 7.077031 (lr=2.0000e-04) (hash(x)=23848422)
+3694 train 7.155414 (lr=2.0000e-04) (hash(x)=27499953)
+3695 train 7.410358 (lr=2.0000e-04) (hash(x)=27273311)
+3696 train 7.330341 (lr=2.0000e-04) (hash(x)=25741091)
+3697 train 7.032254 (lr=2.0000e-04) (hash(x)=22010794)
+3698 train 7.153986 (lr=2.0000e-04) (hash(x)=24616138)
+3699 train 7.495941 (lr=2.0000e-04) (hash(x)=31276487)
+3700 val loss 7.2418
+3700 val perplexity 1396.5847
+3700 train 7.177883 (lr=2.0000e-04) (hash(x)=24042922)
+3701 train 6.968872 (lr=2.0000e-04) (hash(x)=21985431)
+3702 train 6.862524 (lr=2.0000e-04) (hash(x)=21336316)
+3703 train 6.702615 (lr=2.0000e-04) (hash(x)=17819313)
+3704 train 7.318387 (lr=2.0000e-04) (hash(x)=27033851)
+3705 train 7.306306 (lr=2.0000e-04) (hash(x)=27260043)
+3706 train 7.409870 (lr=2.0000e-04) (hash(x)=26847649)
+3707 train 7.327584 (lr=2.0000e-04) (hash(x)=25843618)
+3708 train 7.303110 (lr=2.0000e-04) (hash(x)=25828009)
+3709 train 7.301826 (lr=2.0000e-04) (hash(x)=24960960)
+3710 train 7.464833 (lr=2.0000e-04) (hash(x)=24852741)
+3711 train 6.910581 (lr=2.0000e-04) (hash(x)=23769243)
+3712 train 7.098905 (lr=2.0000e-04) (hash(x)=27110690)
+3713 train 7.117946 (lr=2.0000e-04) (hash(x)=22817285)
+3714 train 6.829829 (lr=2.0000e-04) (hash(x)=19618355)
+3715 train 7.389524 (lr=2.0000e-04) (hash(x)=28731298)
+3716 train 7.138059 (lr=2.0000e-04) (hash(x)=23091196)
+3717 train 7.692092 (lr=2.0000e-04) (hash(x)=28825233)
+3718 train 7.194889 (lr=2.0000e-04) (hash(x)=25778506)
+3719 train 7.126745 (lr=2.0000e-04) (hash(x)=23788738)
+3720 train 6.564330 (lr=2.0000e-04) (hash(x)=16684794)
+3721 train 7.031119 (lr=2.0000e-04) (hash(x)=24755102)
+3722 train 7.331295 (lr=2.0000e-04) (hash(x)=26839238)
+3723 train 7.343663 (lr=2.0000e-04) (hash(x)=26599031)
+3724 train 7.270422 (lr=2.0000e-04) (hash(x)=25945650)
+3725 train 7.377032 (lr=2.0000e-04) (hash(x)=27434751)
+3726 train 7.157924 (lr=2.0000e-04) (hash(x)=24814591)
+3727 train 7.043789 (lr=2.0000e-04) (hash(x)=24818744)
+3728 train 7.140184 (lr=2.0000e-04) (hash(x)=25649817)
+3729 train 7.069705 (lr=2.0000e-04) (hash(x)=24987021)
+3730 train 7.031371 (lr=2.0000e-04) (hash(x)=24667779)
+3731 train 6.983629 (lr=2.0000e-04) (hash(x)=23053871)
+3732 train 6.672474 (lr=2.0000e-04) (hash(x)=19264856)
+3733 train 7.279125 (lr=2.0000e-04) (hash(x)=23718117)
+3734 train 6.973916 (lr=2.0000e-04) (hash(x)=21904779)
+3735 train 7.198422 (lr=2.0000e-04) (hash(x)=23472795)
+3736 train 7.497527 (lr=2.0000e-04) (hash(x)=24650440)
+3737 train 7.488815 (lr=2.0000e-04) (hash(x)=25243911)
+3738 train 7.849460 (lr=2.0000e-04) (hash(x)=30423616)
+3739 train 7.817709 (lr=2.0000e-04) (hash(x)=29748225)
+3740 train 7.261651 (lr=2.0000e-04) (hash(x)=25180684)
+3741 train 7.300079 (lr=2.0000e-04) (hash(x)=25619065)
+3742 train 7.673050 (lr=2.0000e-04) (hash(x)=31847002)
+3743 train 7.273596 (lr=2.0000e-04) (hash(x)=24991832)
+3744 train 7.190824 (lr=2.0000e-04) (hash(x)=23836263)
+3745 train 7.044048 (lr=2.0000e-04) (hash(x)=24651902)
+3746 train 7.540390 (lr=2.0000e-04) (hash(x)=22936538)
+3747 train 7.505824 (lr=2.0000e-04) (hash(x)=23681545)
+3748 train 6.966735 (lr=2.0000e-04) (hash(x)=21140825)
+3749 train 7.107409 (lr=2.0000e-04) (hash(x)=24932453)
+3750 val loss 7.2191
+3750 val perplexity 1365.2969
+3750 train 7.302629 (lr=2.0000e-04) (hash(x)=25919062)
+3751 train 7.103395 (lr=2.0000e-04) (hash(x)=22424066)
+3752 train 7.132396 (lr=2.0000e-04) (hash(x)=23542210)
+3753 train 6.999547 (lr=2.0000e-04) (hash(x)=22113561)
+3754 train 6.929640 (lr=2.0000e-04) (hash(x)=24892794)
+3755 train 7.425716 (lr=2.0000e-04) (hash(x)=25262748)
+3756 train 7.154082 (lr=2.0000e-04) (hash(x)=24477975)
+3757 train 6.973852 (lr=2.0000e-04) (hash(x)=24681189)
+3758 train 7.009877 (lr=2.0000e-04) (hash(x)=24052603)
+3759 train 7.205981 (lr=2.0000e-04) (hash(x)=26474878)
+3760 train 7.717836 (lr=2.0000e-04) (hash(x)=28228836)
+3761 train 7.281459 (lr=2.0000e-04) (hash(x)=23832522)
+3762 train 7.290352 (lr=2.0000e-04) (hash(x)=24416789)
+3763 train 7.029832 (lr=2.0000e-04) (hash(x)=23930593)
+3764 train 7.107002 (lr=2.0000e-04) (hash(x)=23895092)
+3765 train 7.038316 (lr=2.0000e-04) (hash(x)=26865287)
+3766 train 7.051362 (lr=2.0000e-04) (hash(x)=21330722)
+3767 train 7.144988 (lr=2.0000e-04) (hash(x)=22704349)
+3768 train 7.248241 (lr=2.0000e-04) (hash(x)=27740886)
+3769 train 7.215436 (lr=2.0000e-04) (hash(x)=24935936)
+3770 train 7.068481 (lr=2.0000e-04) (hash(x)=23497487)
+3771 train 7.293706 (lr=2.0000e-04) (hash(x)=24801048)
+3772 train 7.063148 (lr=2.0000e-04) (hash(x)=25490486)
+3773 train 7.072348 (lr=2.0000e-04) (hash(x)=21166466)
+3774 train 7.280773 (lr=2.0000e-04) (hash(x)=23225244)
+3775 train 7.070552 (lr=2.0000e-04) (hash(x)=22293673)
+3776 train 7.356050 (lr=2.0000e-04) (hash(x)=25700016)
+3777 train 6.884449 (lr=2.0000e-04) (hash(x)=22370207)
+3778 train 7.239919 (lr=2.0000e-04) (hash(x)=25224849)
+3779 train 7.135297 (lr=2.0000e-04) (hash(x)=23311934)
+3780 train 6.874322 (lr=2.0000e-04) (hash(x)=19627124)
+3781 train 7.475072 (lr=2.0000e-04) (hash(x)=27132838)
+3782 train 7.337434 (lr=2.0000e-04) (hash(x)=27242104)
+3783 train 6.846207 (lr=2.0000e-04) (hash(x)=21785487)
+3784 train 7.163043 (lr=2.0000e-04) (hash(x)=25798262)
+3785 train 7.071485 (lr=2.0000e-04) (hash(x)=24806937)
+3786 train 6.912174 (lr=2.0000e-04) (hash(x)=24098756)
+3787 train 6.879352 (lr=2.0000e-04) (hash(x)=22981456)
+3788 train 7.367720 (lr=2.0000e-04) (hash(x)=22441908)
+3789 train 7.238960 (lr=2.0000e-04) (hash(x)=25867804)
+3790 train 7.157453 (lr=2.0000e-04) (hash(x)=22835586)
+3791 train 7.350391 (lr=2.0000e-04) (hash(x)=25251063)
+3792 train 7.172880 (lr=2.0000e-04) (hash(x)=27059729)
+3793 train 7.158607 (lr=2.0000e-04) (hash(x)=23819311)
+3794 train 6.887157 (lr=2.0000e-04) (hash(x)=21345757)
+3795 train 7.107151 (lr=2.0000e-04) (hash(x)=25796422)
+3796 train 6.852016 (lr=2.0000e-04) (hash(x)=21414971)
+3797 train 7.088748 (lr=2.0000e-04) (hash(x)=26120920)
+3798 train 7.026915 (lr=2.0000e-04) (hash(x)=22008247)
+3799 train 7.124671 (lr=2.0000e-04) (hash(x)=22722211)
+3800 val loss 7.2068
+3800 val perplexity 1348.6176
+3800 train 6.841732 (lr=2.0000e-04) (hash(x)=24484513)
+3801 train 7.210357 (lr=2.0000e-04) (hash(x)=24463866)
+3802 train 7.202791 (lr=2.0000e-04) (hash(x)=26470775)
+3803 train 7.208261 (lr=2.0000e-04) (hash(x)=24296755)
+3804 train 7.202560 (lr=2.0000e-04) (hash(x)=24381309)
+3805 train 7.427705 (lr=2.0000e-04) (hash(x)=26781262)
+3806 train 6.913610 (lr=2.0000e-04) (hash(x)=23563137)
+3807 train 7.125073 (lr=2.0000e-04) (hash(x)=24522269)
+3808 train 6.987339 (lr=2.0000e-04) (hash(x)=22871995)
+3809 train 7.298383 (lr=2.0000e-04) (hash(x)=24751946)
+3810 train 7.129781 (lr=2.0000e-04) (hash(x)=19879741)
+3811 train 7.184036 (lr=2.0000e-04) (hash(x)=25617184)
+3812 train 6.882085 (lr=2.0000e-04) (hash(x)=21776722)
+3813 train 6.952499 (lr=2.0000e-04) (hash(x)=22663402)
+3814 train 7.304973 (lr=2.0000e-04) (hash(x)=26072046)
+3815 train 7.002897 (lr=2.0000e-04) (hash(x)=23329475)
+3816 train 7.095146 (lr=2.0000e-04) (hash(x)=25519031)
+3817 train 7.051441 (lr=2.0000e-04) (hash(x)=22846270)
+3818 train 7.062145 (lr=2.0000e-04) (hash(x)=20299429)
+3819 train 7.564145 (lr=2.0000e-04) (hash(x)=30652062)
+3820 train 6.826210 (lr=2.0000e-04) (hash(x)=19824665)
+3821 train 7.437824 (lr=2.0000e-04) (hash(x)=26698904)
+3822 train 7.246906 (lr=2.0000e-04) (hash(x)=27612163)
+3823 train 7.082443 (lr=2.0000e-04) (hash(x)=24735165)
+3824 train 6.772129 (lr=2.0000e-04) (hash(x)=19965890)
+3825 train 6.922394 (lr=2.0000e-04) (hash(x)=23518594)
+3826 train 6.914898 (lr=2.0000e-04) (hash(x)=22388460)
+3827 train 6.965683 (lr=2.0000e-04) (hash(x)=23795686)
+3828 train 6.880324 (lr=2.0000e-04) (hash(x)=24470150)
+3829 train 6.528306 (lr=2.0000e-04) (hash(x)=19483392)
+3830 train 6.981037 (lr=2.0000e-04) (hash(x)=23304516)
+3831 train 7.337022 (lr=2.0000e-04) (hash(x)=27002892)
+3832 train 7.071228 (lr=2.0000e-04) (hash(x)=22114813)
+3833 train 7.251805 (lr=2.0000e-04) (hash(x)=26221916)
+3834 train 6.837728 (lr=2.0000e-04) (hash(x)=27261960)
+3835 train 7.079865 (lr=2.0000e-04) (hash(x)=21189101)
+3836 train 6.791342 (lr=2.0000e-04) (hash(x)=20638173)
+3837 train 7.182939 (lr=2.0000e-04) (hash(x)=25497439)
+3838 train 6.716049 (lr=2.0000e-04) (hash(x)=20460499)
+3839 train 7.154076 (lr=2.0000e-04) (hash(x)=23499349)
+3840 train 7.947225 (lr=2.0000e-04) (hash(x)=22671939)
+3841 train 7.983748 (lr=2.0000e-04) (hash(x)=26809295)
+3842 train 7.221959 (lr=2.0000e-04) (hash(x)=28094504)
+3843 train 7.184712 (lr=2.0000e-04) (hash(x)=26807896)
+3844 train 7.302535 (lr=2.0000e-04) (hash(x)=24749334)
+3845 train 7.194149 (lr=2.0000e-04) (hash(x)=25031330)
+3846 train 7.120758 (lr=2.0000e-04) (hash(x)=23008126)
+3847 train 7.036876 (lr=2.0000e-04) (hash(x)=22461589)
+3848 train 7.429325 (lr=2.0000e-04) (hash(x)=24959391)
+3849 train 7.246751 (lr=2.0000e-04) (hash(x)=24239512)
+3850 val loss 7.2694
+3850 val perplexity 1435.6315
+3850 train 7.072794 (lr=2.0000e-04) (hash(x)=24760422)
+3851 train 7.554447 (lr=2.0000e-04) (hash(x)=26904123)
+3852 train 6.724026 (lr=2.0000e-04) (hash(x)=17986444)
+3853 train 7.087068 (lr=2.0000e-04) (hash(x)=21618533)
+3854 train 7.102127 (lr=2.0000e-04) (hash(x)=27107027)
+3855 train 7.361379 (lr=2.0000e-04) (hash(x)=26415040)
+3856 train 7.886761 (lr=2.0000e-04) (hash(x)=28682703)
+3857 train 7.083351 (lr=2.0000e-04) (hash(x)=22824767)
+3858 train 7.222173 (lr=2.0000e-04) (hash(x)=24540450)
+3859 train 7.194912 (lr=2.0000e-04) (hash(x)=24463181)
+3860 train 7.123745 (lr=2.0000e-04) (hash(x)=22832558)
+3861 train 7.326952 (lr=2.0000e-04) (hash(x)=26582384)
+3862 train 7.905853 (lr=2.0000e-04) (hash(x)=32327364)
+3863 train 7.308800 (lr=2.0000e-04) (hash(x)=26349465)
+3864 train 7.038743 (lr=2.0000e-04) (hash(x)=23079414)
+3865 train 7.089672 (lr=2.0000e-04) (hash(x)=23464639)
+3866 train 6.944788 (lr=2.0000e-04) (hash(x)=21406620)
+3867 train 6.809345 (lr=2.0000e-04) (hash(x)=21205988)
+3868 train 6.853180 (lr=2.0000e-04) (hash(x)=22742634)
+3869 train 6.925681 (lr=2.0000e-04) (hash(x)=24868938)
+3870 train 7.291321 (lr=2.0000e-04) (hash(x)=28095283)
+3871 train 6.959025 (lr=2.0000e-04) (hash(x)=21596677)
+3872 train 7.203887 (lr=2.0000e-04) (hash(x)=26884381)
+3873 train 7.261064 (lr=2.0000e-04) (hash(x)=26410272)
+3874 train 7.036977 (lr=2.0000e-04) (hash(x)=22915785)
+3875 train 7.038435 (lr=2.0000e-04) (hash(x)=23575666)
+3876 train 7.058499 (lr=2.0000e-04) (hash(x)=25313223)
+3877 train 6.554531 (lr=2.0000e-04) (hash(x)=16319719)
+3878 train 7.130139 (lr=2.0000e-04) (hash(x)=23227579)
+3879 train 7.084776 (lr=2.0000e-04) (hash(x)=24117012)
+3880 train 7.165535 (lr=2.0000e-04) (hash(x)=24681517)
+3881 train 7.066225 (lr=2.0000e-04) (hash(x)=23186527)
+3882 train 7.067497 (lr=2.0000e-04) (hash(x)=23472784)
+3883 train 7.088178 (lr=2.0000e-04) (hash(x)=26013014)
+3884 train 7.281064 (lr=2.0000e-04) (hash(x)=25952206)
+3885 train 7.438579 (lr=2.0000e-04) (hash(x)=23897834)
+3886 train 7.135564 (lr=2.0000e-04) (hash(x)=26350364)
+3887 train 7.189581 (lr=2.0000e-04) (hash(x)=24105761)
+3888 train 7.246836 (lr=2.0000e-04) (hash(x)=22801707)
+3889 train 7.104326 (lr=2.0000e-04) (hash(x)=21821937)
+3890 train 7.043455 (lr=2.0000e-04) (hash(x)=24264640)
+3891 train 6.991100 (lr=2.0000e-04) (hash(x)=20369133)
+3892 train 6.986496 (lr=2.0000e-04) (hash(x)=24313506)
+3893 train 6.972486 (lr=2.0000e-04) (hash(x)=22104086)
+3894 train 7.218047 (lr=2.0000e-04) (hash(x)=25312602)
+3895 train 7.268806 (lr=2.0000e-04) (hash(x)=25725049)
+3896 train 7.078021 (lr=2.0000e-04) (hash(x)=22981231)
+3897 train 6.923832 (lr=2.0000e-04) (hash(x)=18021467)
+3898 train 6.889072 (lr=2.0000e-04) (hash(x)=17960254)
+3899 train 7.040654 (lr=2.0000e-04) (hash(x)=19808118)
+3900 val loss 7.2733
+3900 val perplexity 1441.3115
+3900 train 6.820708 (lr=2.0000e-04) (hash(x)=21022829)
+3901 train 7.021492 (lr=2.0000e-04) (hash(x)=22434663)
+3902 train 6.791904 (lr=2.0000e-04) (hash(x)=20208091)
+3903 train 6.912588 (lr=2.0000e-04) (hash(x)=22892776)
+3904 train 7.019428 (lr=2.0000e-04) (hash(x)=21554367)
+3905 train 7.145958 (lr=2.0000e-04) (hash(x)=23704875)
+3906 train 7.102568 (lr=2.0000e-04) (hash(x)=21690340)
+3907 train 7.055980 (lr=2.0000e-04) (hash(x)=23736780)
+3908 train 6.922639 (lr=2.0000e-04) (hash(x)=21060920)
+3909 train 6.852644 (lr=2.0000e-04) (hash(x)=20091559)
+3910 train 7.127855 (lr=2.0000e-04) (hash(x)=22147974)
+3911 train 7.072188 (lr=2.0000e-04) (hash(x)=21630383)
+3912 train 7.332802 (lr=2.0000e-04) (hash(x)=28339385)
+3913 train 7.185712 (lr=2.0000e-04) (hash(x)=25355505)
+3914 train 7.082035 (lr=2.0000e-04) (hash(x)=20843914)
+3915 train 7.596951 (lr=2.0000e-04) (hash(x)=25397467)
+3916 train 7.275499 (lr=2.0000e-04) (hash(x)=23587501)
+3917 train 6.876408 (lr=2.0000e-04) (hash(x)=19036533)
+3918 train 7.116612 (lr=2.0000e-04) (hash(x)=29749389)
+3919 train 6.938144 (lr=2.0000e-04) (hash(x)=24727094)
+3920 train 6.932149 (lr=2.0000e-04) (hash(x)=22723450)
+3921 train 7.116139 (lr=2.0000e-04) (hash(x)=24424680)
+3922 train 7.302448 (lr=2.0000e-04) (hash(x)=25817917)
+3923 train 7.025280 (lr=2.0000e-04) (hash(x)=23951182)
+3924 train 7.060173 (lr=2.0000e-04) (hash(x)=21177944)
+3925 train 6.917175 (lr=2.0000e-04) (hash(x)=23533768)
+3926 train 7.118408 (lr=2.0000e-04) (hash(x)=24263615)
+3927 train 6.971159 (lr=2.0000e-04) (hash(x)=22835000)
+3928 train 7.173220 (lr=2.0000e-04) (hash(x)=26076156)
+3929 train 7.150507 (lr=2.0000e-04) (hash(x)=25171508)
+3930 train 7.174596 (lr=2.0000e-04) (hash(x)=22021396)
+3931 train 7.437666 (lr=2.0000e-04) (hash(x)=28767849)
+3932 train 7.345406 (lr=2.0000e-04) (hash(x)=29497606)
+3933 train 6.991832 (lr=2.0000e-04) (hash(x)=22723124)
+3934 train 7.237037 (lr=2.0000e-04) (hash(x)=27106616)
+3935 train 7.138745 (lr=2.0000e-04) (hash(x)=22839049)
+3936 train 7.155142 (lr=2.0000e-04) (hash(x)=25101923)
+3937 train 7.130051 (lr=2.0000e-04) (hash(x)=25945975)
+3938 train 7.241289 (lr=2.0000e-04) (hash(x)=25382013)
+3939 train 6.798004 (lr=2.0000e-04) (hash(x)=19930900)
+3940 train 6.917406 (lr=2.0000e-04) (hash(x)=22202373)
+3941 train 7.080505 (lr=2.0000e-04) (hash(x)=24592992)
+3942 train 6.998086 (lr=2.0000e-04) (hash(x)=25002271)
+3943 train 6.854737 (lr=2.0000e-04) (hash(x)=20654136)
+3944 train 6.943021 (lr=2.0000e-04) (hash(x)=20061590)
+3945 train 6.899322 (lr=2.0000e-04) (hash(x)=21441361)
+3946 train 7.086250 (lr=2.0000e-04) (hash(x)=20055468)
+3947 train 7.841995 (lr=2.0000e-04) (hash(x)=28495621)
+3948 train 7.274907 (lr=2.0000e-04) (hash(x)=25959236)
+3949 train 7.547510 (lr=2.0000e-04) (hash(x)=26750193)
+3950 val loss 7.2810
+3950 val perplexity 1452.3879
+3950 train 7.378731 (lr=2.0000e-04) (hash(x)=25882605)
+3951 train 7.418799 (lr=2.0000e-04) (hash(x)=26776000)
+3952 train 7.048386 (lr=2.0000e-04) (hash(x)=24155107)
+3953 train 7.129232 (lr=2.0000e-04) (hash(x)=23441845)
+3954 train 7.044198 (lr=2.0000e-04) (hash(x)=22860915)
+3955 train 6.879553 (lr=2.0000e-04) (hash(x)=21584429)
+3956 train 6.486786 (lr=2.0000e-04) (hash(x)=16535556)
+3957 train 6.568491 (lr=2.0000e-04) (hash(x)=17946180)
+3958 train 7.092229 (lr=2.0000e-04) (hash(x)=25367610)
+3959 train 6.991901 (lr=2.0000e-04) (hash(x)=22560658)
+3960 train 7.228685 (lr=2.0000e-04) (hash(x)=23809585)
+3961 train 7.481230 (lr=2.0000e-04) (hash(x)=20438213)
+3962 train 7.849787 (lr=2.0000e-04) (hash(x)=30520037)
+3963 train 7.498390 (lr=2.0000e-04) (hash(x)=25276565)
+3964 train 7.179006 (lr=2.0000e-04) (hash(x)=26796532)
+3965 train 6.959672 (lr=2.0000e-04) (hash(x)=22850475)
+3966 train 7.465974 (lr=2.0000e-04) (hash(x)=25983698)
+3967 train 7.348724 (lr=2.0000e-04) (hash(x)=25995933)
+3968 train 7.546921 (lr=2.0000e-04) (hash(x)=25319339)
+3969 train 7.173433 (lr=2.0000e-04) (hash(x)=25066892)
+3970 train 7.344009 (lr=2.0000e-04) (hash(x)=26931819)
+3971 train 7.296910 (lr=2.0000e-04) (hash(x)=24163910)
+3972 train 7.225334 (lr=2.0000e-04) (hash(x)=25359634)
+3973 train 7.092282 (lr=2.0000e-04) (hash(x)=24323444)
+3974 train 7.256195 (lr=2.0000e-04) (hash(x)=26529231)
+3975 train 7.275028 (lr=2.0000e-04) (hash(x)=24635394)
+3976 train 7.530019 (lr=2.0000e-04) (hash(x)=24783093)
+3977 train 7.648245 (lr=2.0000e-04) (hash(x)=26710509)
+3978 train 7.112186 (lr=2.0000e-04) (hash(x)=25396630)
+3979 train 7.024730 (lr=2.0000e-04) (hash(x)=22556381)
+3980 train 7.320218 (lr=2.0000e-04) (hash(x)=26912161)
+3981 train 6.894156 (lr=2.0000e-04) (hash(x)=22268078)
+3982 train 7.982775 (lr=2.0000e-04) (hash(x)=30430328)
+3983 train 7.504721 (lr=2.0000e-04) (hash(x)=27537228)
+3984 train 6.960472 (lr=2.0000e-04) (hash(x)=24468603)
+3985 train 7.301219 (lr=2.0000e-04) (hash(x)=27006663)
+3986 train 7.497178 (lr=2.0000e-04) (hash(x)=27014728)
+3987 train 6.917634 (lr=2.0000e-04) (hash(x)=20883633)
+3988 train 7.087723 (lr=2.0000e-04) (hash(x)=23361791)
+3989 train 7.178459 (lr=2.0000e-04) (hash(x)=26775925)
+3990 train 7.688240 (lr=2.0000e-04) (hash(x)=30648934)
+3991 train 7.286584 (lr=2.0000e-04) (hash(x)=26496730)
+3992 train 7.040843 (lr=2.0000e-04) (hash(x)=25942897)
+3993 train 7.062376 (lr=2.0000e-04) (hash(x)=24887111)
+3994 train 6.953846 (lr=2.0000e-04) (hash(x)=22908550)
+3995 train 6.713268 (lr=2.0000e-04) (hash(x)=20342150)
+3996 train 6.982368 (lr=2.0000e-04) (hash(x)=22261760)
+3997 train 7.051598 (lr=2.0000e-04) (hash(x)=22731641)
+3998 train 6.926569 (lr=2.0000e-04) (hash(x)=20669749)
+3999 train 6.875034 (lr=2.0000e-04) (hash(x)=16533310)
+4000 val loss 7.2310
+4000 val perplexity 1381.6296
+4000 train 7.048483 (lr=2.0000e-04) (hash(x)=23661341)
+4001 train 7.068260 (lr=2.0000e-04) (hash(x)=24644301)
+4002 train 6.896942 (lr=2.0000e-04) (hash(x)=22938438)
+4003 train 7.016015 (lr=2.0000e-04) (hash(x)=24315862)
+4004 train 7.216716 (lr=2.0000e-04) (hash(x)=25169315)
+4005 train 7.165558 (lr=2.0000e-04) (hash(x)=24752796)
+4006 train 7.119168 (lr=2.0000e-04) (hash(x)=23103706)
+4007 train 7.238074 (lr=2.0000e-04) (hash(x)=24881176)
+4008 train 7.142940 (lr=2.0000e-04) (hash(x)=23971947)
+4009 train 7.390368 (lr=2.0000e-04) (hash(x)=27741054)
+4010 train 7.754523 (lr=2.0000e-04) (hash(x)=30956251)
+4011 train 7.217937 (lr=2.0000e-04) (hash(x)=23649686)
+4012 train 7.054570 (lr=2.0000e-04) (hash(x)=23344798)
+4013 train 7.649890 (lr=2.0000e-04) (hash(x)=29529498)
+4014 train 7.231819 (lr=2.0000e-04) (hash(x)=24688359)
+4015 train 7.211000 (lr=2.0000e-04) (hash(x)=25593613)
+4016 train 7.293884 (lr=2.0000e-04) (hash(x)=25674488)
+4017 train 6.783365 (lr=2.0000e-04) (hash(x)=21345346)
+4018 train 7.049118 (lr=2.0000e-04) (hash(x)=21978324)
+4019 train 7.099143 (lr=2.0000e-04) (hash(x)=23669244)
+4020 train 6.964017 (lr=2.0000e-04) (hash(x)=22479613)
+4021 train 6.963192 (lr=2.0000e-04) (hash(x)=22855256)
+4022 train 7.316101 (lr=2.0000e-04) (hash(x)=19759826)
+4023 train 7.251232 (lr=2.0000e-04) (hash(x)=22886646)
+4024 train 7.260019 (lr=2.0000e-04) (hash(x)=25553008)
+4025 train 7.132504 (lr=2.0000e-04) (hash(x)=25487028)
+4026 train 7.678230 (lr=2.0000e-04) (hash(x)=26799246)
+4027 train 7.943688 (lr=2.0000e-04) (hash(x)=30728540)
+4028 train 7.369000 (lr=2.0000e-04) (hash(x)=23966676)
+4029 train 7.031372 (lr=2.0000e-04) (hash(x)=22118783)
+4030 train 7.204832 (lr=2.0000e-04) (hash(x)=24744703)
+4031 train 7.207194 (lr=2.0000e-04) (hash(x)=21407676)
+4032 train 7.135733 (lr=2.0000e-04) (hash(x)=20623349)
+4033 train 6.944436 (lr=2.0000e-04) (hash(x)=24723788)
+4034 train 7.231630 (lr=2.0000e-04) (hash(x)=25030709)
+4035 train 7.268734 (lr=2.0000e-04) (hash(x)=26326164)
+4036 train 7.105071 (lr=2.0000e-04) (hash(x)=23754475)
+4037 train 7.746251 (lr=2.0000e-04) (hash(x)=30112933)
+4038 train 7.486061 (lr=2.0000e-04) (hash(x)=27474299)
+4039 train 6.932454 (lr=2.0000e-04) (hash(x)=21720304)
+4040 train 7.358815 (lr=2.0000e-04) (hash(x)=25142674)
+4041 train 7.584450 (lr=2.0000e-04) (hash(x)=25284552)
+4042 train 7.478069 (lr=2.0000e-04) (hash(x)=24554942)
+4043 train 7.241090 (lr=2.0000e-04) (hash(x)=23773870)
+4044 train 7.031312 (lr=2.0000e-04) (hash(x)=23896338)
+4045 train 7.831800 (lr=2.0000e-04) (hash(x)=34984911)
+4046 train 7.126943 (lr=2.0000e-04) (hash(x)=23854263)
+4047 train 7.377525 (lr=2.0000e-04) (hash(x)=27263416)
+4048 train 7.062048 (lr=2.0000e-04) (hash(x)=24989642)
+4049 train 7.082335 (lr=2.0000e-04) (hash(x)=24492055)
+4050 val loss 7.2323
+4050 val perplexity 1383.3477
+4050 train 6.947406 (lr=2.0000e-04) (hash(x)=21579916)
+4051 train 7.236111 (lr=2.0000e-04) (hash(x)=25274710)
+4052 train 7.099323 (lr=2.0000e-04) (hash(x)=24701947)
+4053 train 7.082512 (lr=2.0000e-04) (hash(x)=25477340)
+4054 train 6.986799 (lr=2.0000e-04) (hash(x)=23774195)
+4055 train 7.289080 (lr=2.0000e-04) (hash(x)=25840801)
+4056 train 7.492376 (lr=2.0000e-04) (hash(x)=27972529)
+4057 train 7.236101 (lr=2.0000e-04) (hash(x)=26952458)
+4058 train 6.725413 (lr=2.0000e-04) (hash(x)=22683653)
+4059 train 6.826659 (lr=2.0000e-04) (hash(x)=20984129)
+4060 train 6.988716 (lr=2.0000e-04) (hash(x)=22816482)
+4061 train 7.233160 (lr=2.0000e-04) (hash(x)=24285302)
+4062 train 7.671713 (lr=2.0000e-04) (hash(x)=31517950)
+4063 train 7.880759 (lr=2.0000e-04) (hash(x)=31424568)
+4064 train 7.575569 (lr=2.0000e-04) (hash(x)=29497876)
+4065 train 7.446196 (lr=2.0000e-04) (hash(x)=27277376)
+4066 train 7.215833 (lr=2.0000e-04) (hash(x)=26832588)
+4067 train 7.056525 (lr=2.0000e-04) (hash(x)=25149712)
+4068 train 7.056734 (lr=2.0000e-04) (hash(x)=23728457)
+4069 train 6.978271 (lr=2.0000e-04) (hash(x)=25265136)
+4070 train 7.492972 (lr=2.0000e-04) (hash(x)=25241681)
+4071 train 7.164726 (lr=2.0000e-04) (hash(x)=23403065)
+4072 train 7.096645 (lr=2.0000e-04) (hash(x)=25808207)
+4073 train 7.065607 (lr=2.0000e-04) (hash(x)=23904844)
+4074 train 6.735509 (lr=2.0000e-04) (hash(x)=18865309)
+4075 train 7.142476 (lr=2.0000e-04) (hash(x)=23531744)
+4076 train 7.203837 (lr=2.0000e-04) (hash(x)=25784275)
+4077 train 6.969718 (lr=2.0000e-04) (hash(x)=22417529)
+4078 train 6.975430 (lr=2.0000e-04) (hash(x)=23095491)
+4079 train 7.075411 (lr=2.0000e-04) (hash(x)=22656033)
+4080 train 7.098854 (lr=2.0000e-04) (hash(x)=25865435)
+4081 train 7.207613 (lr=2.0000e-04) (hash(x)=25699377)
+4082 train 7.215686 (lr=2.0000e-04) (hash(x)=20854084)
+4083 train 6.767015 (lr=2.0000e-04) (hash(x)=18950799)
+4084 train 6.998702 (lr=2.0000e-04) (hash(x)=22633739)
+4085 train 7.793312 (lr=2.0000e-04) (hash(x)=34054446)
+4086 train 7.436714 (lr=2.0000e-04) (hash(x)=27599387)
+4087 train 7.274112 (lr=2.0000e-04) (hash(x)=26869295)
+4088 train 7.227997 (lr=2.0000e-04) (hash(x)=24075139)
+4089 train 7.603799 (lr=2.0000e-04) (hash(x)=29784110)
+4090 train 7.915198 (lr=2.0000e-04) (hash(x)=34273918)
+4091 train 8.335823 (lr=2.0000e-04) (hash(x)=34472685)
+4092 train 7.713582 (lr=2.0000e-04) (hash(x)=30113791)
+4093 train 6.952873 (lr=2.0000e-04) (hash(x)=22366381)
+4094 train 7.190701 (lr=2.0000e-04) (hash(x)=24922935)
+4095 train 7.359155 (lr=2.0000e-04) (hash(x)=25504151)
+4096 train 7.296907 (lr=2.0000e-04) (hash(x)=24517375)
+4097 train 8.064359 (lr=2.0000e-04) (hash(x)=25871651)
+4098 train 7.108041 (lr=2.0000e-04) (hash(x)=23480225)
+4099 train 6.953294 (lr=2.0000e-04) (hash(x)=22559978)
+4100 val loss 7.2594
+4100 val perplexity 1421.4230
+4100 train 7.336416 (lr=2.0000e-04) (hash(x)=25795272)
+4101 train 7.300412 (lr=2.0000e-04) (hash(x)=25440399)
+4102 train 7.012256 (lr=2.0000e-04) (hash(x)=21581806)
+4103 train 7.063434 (lr=2.0000e-04) (hash(x)=25781518)
+4104 train 7.123899 (lr=2.0000e-04) (hash(x)=24682372)
+4105 train 6.974609 (lr=2.0000e-04) (hash(x)=22440094)
+4106 train 7.110496 (lr=2.0000e-04) (hash(x)=23661032)
+4107 train 7.375510 (lr=2.0000e-04) (hash(x)=26966012)
+4108 train 7.389749 (lr=2.0000e-04) (hash(x)=26232227)
+4109 train 7.036020 (lr=2.0000e-04) (hash(x)=24110656)
+4110 train 7.334432 (lr=2.0000e-04) (hash(x)=25938621)
+4111 train 7.158762 (lr=2.0000e-04) (hash(x)=26432850)
+4112 train 7.156937 (lr=2.0000e-04) (hash(x)=25387672)
+4113 train 6.946680 (lr=2.0000e-04) (hash(x)=22740017)
+4114 train 7.334466 (lr=2.0000e-04) (hash(x)=26384190)
+4115 train 7.043118 (lr=2.0000e-04) (hash(x)=24725583)
+4116 train 7.193176 (lr=2.0000e-04) (hash(x)=23986700)
+4117 train 7.146307 (lr=2.0000e-04) (hash(x)=18529900)
+4118 train 7.202220 (lr=2.0000e-04) (hash(x)=22236257)
+4119 train 6.810914 (lr=2.0000e-04) (hash(x)=20155894)
+4120 train 6.623488 (lr=2.0000e-04) (hash(x)=17423813)
+4121 train 6.535393 (lr=2.0000e-04) (hash(x)=18905183)
+4122 train 6.892844 (lr=2.0000e-04) (hash(x)=22534398)
+4123 train 7.538479 (lr=2.0000e-04) (hash(x)=25247868)
+4124 train 7.139066 (lr=2.0000e-04) (hash(x)=23994188)
+4125 train 6.982874 (lr=2.0000e-04) (hash(x)=22929754)
+4126 train 6.857337 (lr=2.0000e-04) (hash(x)=22485897)
+4127 train 6.938985 (lr=2.0000e-04) (hash(x)=22270169)
+4128 train 6.960649 (lr=2.0000e-04) (hash(x)=23638027)
+4129 train 7.195827 (lr=2.0000e-04) (hash(x)=23821210)
+4130 train 7.081984 (lr=2.0000e-04) (hash(x)=25021512)
+4131 train 7.160995 (lr=2.0000e-04) (hash(x)=25240141)
+4132 train 7.118149 (lr=2.0000e-04) (hash(x)=22833160)
+4133 train 7.082880 (lr=2.0000e-04) (hash(x)=22909944)
+4134 train 7.326416 (lr=2.0000e-04) (hash(x)=26163558)
+4135 train 7.038252 (lr=2.0000e-04) (hash(x)=22108461)
+4136 train 7.000954 (lr=2.0000e-04) (hash(x)=22549232)
+4137 train 7.225645 (lr=2.0000e-04) (hash(x)=24701302)
+4138 train 7.297725 (lr=2.0000e-04) (hash(x)=25206013)
+4139 train 7.296785 (lr=2.0000e-04) (hash(x)=27896130)
+4140 train 7.025352 (lr=2.0000e-04) (hash(x)=24106243)
+4141 train 7.588316 (lr=2.0000e-04) (hash(x)=27158651)
+4142 train 7.118611 (lr=2.0000e-04) (hash(x)=23841147)
+4143 train 7.140058 (lr=2.0000e-04) (hash(x)=24802848)
+4144 train 7.408600 (lr=2.0000e-04) (hash(x)=24911295)
+4145 train 7.209909 (lr=2.0000e-04) (hash(x)=26473900)
+4146 train 7.263107 (lr=2.0000e-04) (hash(x)=26785092)
+4147 train 7.507068 (lr=2.0000e-04) (hash(x)=30188532)
+4148 train 7.032543 (lr=2.0000e-04) (hash(x)=25010649)
+4149 train 7.035938 (lr=2.0000e-04) (hash(x)=22409016)
+4150 val loss 7.2166
+4150 val perplexity 1361.8735
+4150 train 7.766978 (lr=2.0000e-04) (hash(x)=31675024)
+4151 train 7.064495 (lr=2.0000e-04) (hash(x)=25086604)
+4152 train 7.072948 (lr=2.0000e-04) (hash(x)=24429343)
+4153 train 7.231829 (lr=2.0000e-04) (hash(x)=25014232)
+4154 train 7.156606 (lr=2.0000e-04) (hash(x)=25366275)
+4155 train 7.662065 (lr=2.0000e-04) (hash(x)=24031473)
+4156 train 7.194159 (lr=2.0000e-04) (hash(x)=26651059)
+4157 train 7.248021 (lr=2.0000e-04) (hash(x)=26069721)
+4158 train 7.396022 (lr=2.0000e-04) (hash(x)=28114382)
+4159 train 7.391550 (lr=2.0000e-04) (hash(x)=26983186)
+4160 train 6.776147 (lr=2.0000e-04) (hash(x)=21944670)
+4161 train 7.522161 (lr=2.0000e-04) (hash(x)=28155702)
+4162 train 6.946630 (lr=2.0000e-04) (hash(x)=24765002)
+4163 train 7.188805 (lr=2.0000e-04) (hash(x)=26492636)
+4164 train 7.177837 (lr=2.0000e-04) (hash(x)=24063705)
+4165 train 7.478719 (lr=2.0000e-04) (hash(x)=27079573)
+4166 train 7.076152 (lr=2.0000e-04) (hash(x)=24912201)
+4167 train 7.218775 (lr=2.0000e-04) (hash(x)=27208507)
+4168 train 7.107811 (lr=2.0000e-04) (hash(x)=25824320)
+4169 train 7.706254 (lr=2.0000e-04) (hash(x)=29641677)
+4170 train 7.369482 (lr=2.0000e-04) (hash(x)=26275614)
+4171 train 7.206985 (lr=2.0000e-04) (hash(x)=25227725)
+4172 train 7.260809 (lr=2.0000e-04) (hash(x)=27417375)
+4173 train 7.456107 (lr=2.0000e-04) (hash(x)=25581973)
+4174 train 7.810937 (lr=2.0000e-04) (hash(x)=30360417)
+4175 train 7.035959 (lr=2.0000e-04) (hash(x)=23862845)
+4176 train 7.082022 (lr=2.0000e-04) (hash(x)=25415130)
+4177 train 7.066926 (lr=2.0000e-04) (hash(x)=23111123)
+4178 train 7.029775 (lr=2.0000e-04) (hash(x)=24022804)
+4179 train 7.115653 (lr=2.0000e-04) (hash(x)=25148490)
+4180 train 7.232556 (lr=2.0000e-04) (hash(x)=22792092)
+4181 train 7.334848 (lr=2.0000e-04) (hash(x)=24779698)
+4182 train 7.278342 (lr=2.0000e-04) (hash(x)=24870844)
+4183 train 6.969514 (lr=2.0000e-04) (hash(x)=22664494)
+4184 train 7.041461 (lr=2.0000e-04) (hash(x)=22599729)
+4185 train 7.195606 (lr=2.0000e-04) (hash(x)=24707078)
+4186 train 6.991730 (lr=2.0000e-04) (hash(x)=23823945)
+4187 train 6.747180 (lr=2.0000e-04) (hash(x)=22219856)
+4188 train 7.440990 (lr=2.0000e-04) (hash(x)=27061401)
+4189 train 7.174635 (lr=2.0000e-04) (hash(x)=23398766)
+4190 train 7.249739 (lr=2.0000e-04) (hash(x)=27916730)
+4191 train 7.146172 (lr=2.0000e-04) (hash(x)=24092927)
+4192 train 7.190527 (lr=2.0000e-04) (hash(x)=24723657)
+4193 train 7.184611 (lr=2.0000e-04) (hash(x)=24676155)
+4194 train 7.096349 (lr=2.0000e-04) (hash(x)=23455369)
+4195 train 7.051513 (lr=2.0000e-04) (hash(x)=21999890)
+4196 train 7.006895 (lr=2.0000e-04) (hash(x)=23385567)
+4197 train 7.181044 (lr=2.0000e-04) (hash(x)=25120814)
+4198 train 6.881593 (lr=2.0000e-04) (hash(x)=21308113)
+4199 train 7.220244 (lr=2.0000e-04) (hash(x)=27213812)
+4200 val loss 7.2200
+4200 val perplexity 1366.4380
+4200 train 6.793674 (lr=2.0000e-04) (hash(x)=19675382)
+4201 train 7.119475 (lr=2.0000e-04) (hash(x)=23882161)
+4202 train 7.077510 (lr=2.0000e-04) (hash(x)=24338567)
+4203 train 7.350493 (lr=2.0000e-04) (hash(x)=27649723)
+4204 train 7.215665 (lr=2.0000e-04) (hash(x)=27563514)
+4205 train 7.209828 (lr=2.0000e-04) (hash(x)=23128552)
+4206 train 7.110295 (lr=2.0000e-04) (hash(x)=26203283)
+4207 train 7.163499 (lr=2.0000e-04) (hash(x)=23929955)
+4208 train 6.848596 (lr=2.0000e-04) (hash(x)=20978691)
+4209 train 7.145331 (lr=2.0000e-04) (hash(x)=21875178)
+4210 train 7.185309 (lr=2.0000e-04) (hash(x)=23563293)
+4211 train 7.290690 (lr=2.0000e-04) (hash(x)=25538503)
+4212 train 7.357635 (lr=2.0000e-04) (hash(x)=24171014)
+4213 train 7.216594 (lr=2.0000e-04) (hash(x)=22306665)
+4214 train 7.160971 (lr=2.0000e-04) (hash(x)=26082318)
+4215 train 6.952911 (lr=2.0000e-04) (hash(x)=23025790)
+4216 train 6.961662 (lr=2.0000e-04) (hash(x)=21146597)
+4217 train 7.354468 (lr=2.0000e-04) (hash(x)=27470230)
+4218 train 7.083850 (lr=2.0000e-04) (hash(x)=22691005)
+4219 train 6.881828 (lr=2.0000e-04) (hash(x)=21550313)
+4220 train 6.967234 (lr=2.0000e-04) (hash(x)=20618443)
+4221 train 7.108234 (lr=2.0000e-04) (hash(x)=25260787)
+4222 train 7.158897 (lr=2.0000e-04) (hash(x)=25249873)
+4223 train 6.737667 (lr=2.0000e-04) (hash(x)=20452272)
+4224 train 7.077568 (lr=2.0000e-04) (hash(x)=25649764)
+4225 train 6.896539 (lr=2.0000e-04) (hash(x)=19589460)
+4226 train 7.355915 (lr=2.0000e-04) (hash(x)=26477595)
+4227 train 7.609244 (lr=2.0000e-04) (hash(x)=27585442)
+4228 train 7.354215 (lr=2.0000e-04) (hash(x)=25821343)
+4229 train 7.237655 (lr=2.0000e-04) (hash(x)=24549919)
+4230 train 7.186699 (lr=2.0000e-04) (hash(x)=26124522)
+4231 train 7.431127 (lr=2.0000e-04) (hash(x)=26473464)
+4232 train 7.430029 (lr=2.0000e-04) (hash(x)=28883028)
+4233 train 7.400024 (lr=2.0000e-04) (hash(x)=29611296)
+4234 train 7.303433 (lr=2.0000e-04) (hash(x)=29059941)
+4235 train 7.139496 (lr=2.0000e-04) (hash(x)=26368203)
+4236 train 7.181334 (lr=2.0000e-04) (hash(x)=27021360)
+4237 train 7.128892 (lr=2.0000e-04) (hash(x)=26135379)
+4238 train 6.911514 (lr=2.0000e-04) (hash(x)=25862549)
+4239 train 7.301735 (lr=2.0000e-04) (hash(x)=28276603)
+4240 train 6.876865 (lr=2.0000e-04) (hash(x)=22170090)
+4241 train 7.200283 (lr=2.0000e-04) (hash(x)=22625589)
+4242 train 7.221355 (lr=2.0000e-04) (hash(x)=25751475)
+4243 train 7.120396 (lr=2.0000e-04) (hash(x)=25836838)
+4244 train 7.051109 (lr=2.0000e-04) (hash(x)=23938214)
+4245 train 7.004903 (lr=2.0000e-04) (hash(x)=22759365)
+4246 train 6.972295 (lr=2.0000e-04) (hash(x)=24964628)
+4247 train 6.657259 (lr=2.0000e-04) (hash(x)=21480367)
+4248 train 7.277808 (lr=2.0000e-04) (hash(x)=25974694)
+4249 train 7.618064 (lr=2.0000e-04) (hash(x)=29830546)
+4250 val loss 7.1908
+4250 val perplexity 1327.2268
+4250 train 7.232890 (lr=2.0000e-04) (hash(x)=26283200)
+4251 train 7.259365 (lr=2.0000e-04) (hash(x)=25605672)
+4252 train 6.898363 (lr=2.0000e-04) (hash(x)=21439107)
+4253 train 6.840759 (lr=2.0000e-04) (hash(x)=22626883)
+4254 train 7.191855 (lr=2.0000e-04) (hash(x)=25627150)
+4255 train 7.349573 (lr=2.0000e-04) (hash(x)=24658642)
+4256 train 7.470830 (lr=2.0000e-04) (hash(x)=29755505)
+4257 train 7.166487 (lr=2.0000e-04) (hash(x)=22750846)
+4258 train 7.077896 (lr=2.0000e-04) (hash(x)=21892651)
+4259 train 7.133245 (lr=2.0000e-04) (hash(x)=22487960)
+4260 train 7.213097 (lr=2.0000e-04) (hash(x)=24059869)
+4261 train 6.964172 (lr=2.0000e-04) (hash(x)=21090180)
+4262 train 7.062955 (lr=2.0000e-04) (hash(x)=22716452)
+4263 train 7.312689 (lr=2.0000e-04) (hash(x)=26854801)
+4264 train 7.128421 (lr=2.0000e-04) (hash(x)=23815428)
+4265 train 6.970675 (lr=2.0000e-04) (hash(x)=23368704)
+4266 train 7.043959 (lr=2.0000e-04) (hash(x)=24301098)
+4267 train 7.251669 (lr=2.0000e-04) (hash(x)=25025039)
+4268 train 6.986021 (lr=2.0000e-04) (hash(x)=25425736)
+4269 train 7.230251 (lr=2.0000e-04) (hash(x)=27439380)
+4270 train 6.755888 (lr=2.0000e-04) (hash(x)=18682756)
+4271 train 6.871890 (lr=2.0000e-04) (hash(x)=17862226)
+4272 train 7.389905 (lr=2.0000e-04) (hash(x)=29946491)
+4273 train 6.654821 (lr=2.0000e-04) (hash(x)=21392062)
+4274 train 7.209983 (lr=2.0000e-04) (hash(x)=25195556)
+4275 train 7.161184 (lr=2.0000e-04) (hash(x)=26682036)
+4276 train 7.099351 (lr=2.0000e-04) (hash(x)=21235260)
+4277 train 6.914604 (lr=2.0000e-04) (hash(x)=22118984)
+4278 train 6.949330 (lr=2.0000e-04) (hash(x)=24094510)
+4279 train 7.469840 (lr=2.0000e-04) (hash(x)=28519182)
+4280 train 7.125637 (lr=2.0000e-04) (hash(x)=26652859)
+4281 train 7.029366 (lr=2.0000e-04) (hash(x)=24463139)
+4282 train 7.015032 (lr=2.0000e-04) (hash(x)=23281870)
+4283 train 7.246484 (lr=2.0000e-04) (hash(x)=29181174)
+4284 train 6.924406 (lr=2.0000e-04) (hash(x)=24797417)
+4285 train 7.250853 (lr=2.0000e-04) (hash(x)=29026537)
+4286 train 7.059271 (lr=2.0000e-04) (hash(x)=23045165)
+4287 train 6.980714 (lr=2.0000e-04) (hash(x)=25193694)
+4288 train 6.988544 (lr=2.0000e-04) (hash(x)=23475407)
+4289 train 7.210466 (lr=2.0000e-04) (hash(x)=24875410)
+4290 train 7.090689 (lr=2.0000e-04) (hash(x)=26328101)
+4291 train 7.348873 (lr=2.0000e-04) (hash(x)=26273661)
+4292 train 7.068763 (lr=2.0000e-04) (hash(x)=23271891)
+4293 train 7.050791 (lr=2.0000e-04) (hash(x)=23300732)
+4294 train 7.111197 (lr=2.0000e-04) (hash(x)=24243693)
+4295 train 7.166949 (lr=2.0000e-04) (hash(x)=25642620)
+4296 train 7.241764 (lr=2.0000e-04) (hash(x)=27730411)
+4297 train 7.023126 (lr=2.0000e-04) (hash(x)=25485335)
+4298 train 6.881037 (lr=2.0000e-04) (hash(x)=25268789)
+4299 train 7.337140 (lr=2.0000e-04) (hash(x)=28917143)
+4300 val loss 7.2068
+4300 val perplexity 1348.5031
+4300 train 7.450029 (lr=2.0000e-04) (hash(x)=28987991)
+4301 train 7.171972 (lr=2.0000e-04) (hash(x)=25989151)
+4302 train 7.083951 (lr=2.0000e-04) (hash(x)=25658195)
+4303 train 7.071312 (lr=2.0000e-04) (hash(x)=25765909)
+4304 train 7.107040 (lr=2.0000e-04) (hash(x)=25704261)
+4305 train 7.096159 (lr=2.0000e-04) (hash(x)=24438198)
+4306 train 6.930822 (lr=2.0000e-04) (hash(x)=22871710)
+4307 train 6.790106 (lr=2.0000e-04) (hash(x)=20160896)
+4308 train 7.317575 (lr=2.0000e-04) (hash(x)=24218641)
+4309 train 6.757144 (lr=2.0000e-04) (hash(x)=22073751)
+4310 train 7.063423 (lr=2.0000e-04) (hash(x)=26434959)
+4311 train 6.755426 (lr=2.0000e-04) (hash(x)=20750531)
+4312 train 6.918645 (lr=2.0000e-04) (hash(x)=22232293)
+4313 train 7.209754 (lr=2.0000e-04) (hash(x)=27324521)
+4314 train 6.868961 (lr=2.0000e-04) (hash(x)=22217862)
+4315 train 7.308095 (lr=2.0000e-04) (hash(x)=25741958)
+4316 train 7.048734 (lr=2.0000e-04) (hash(x)=22738456)
+4317 train 7.124468 (lr=2.0000e-04) (hash(x)=25387302)
+4318 train 7.058095 (lr=2.0000e-04) (hash(x)=24669014)
+4319 train 7.191990 (lr=2.0000e-04) (hash(x)=24917098)
+4320 train 7.148959 (lr=2.0000e-04) (hash(x)=26698227)
+4321 train 6.947179 (lr=2.0000e-04) (hash(x)=23518293)
+4322 train 6.893507 (lr=2.0000e-04) (hash(x)=23643971)
+4323 train 7.078985 (lr=2.0000e-04) (hash(x)=25659505)
+4324 train 6.835891 (lr=2.0000e-04) (hash(x)=22697720)
+4325 train 7.402045 (lr=2.0000e-04) (hash(x)=25082178)
+4326 train 6.879829 (lr=2.0000e-04) (hash(x)=24166546)
+4327 train 7.076068 (lr=2.0000e-04) (hash(x)=24499766)
+4328 train 7.238785 (lr=2.0000e-04) (hash(x)=24338607)
+4329 train 6.989882 (lr=2.0000e-04) (hash(x)=23225420)
+4330 train 7.159953 (lr=2.0000e-04) (hash(x)=25907032)
+4331 train 6.934371 (lr=2.0000e-04) (hash(x)=24634979)
+4332 train 7.037969 (lr=2.0000e-04) (hash(x)=22161377)
+4333 train 7.205077 (lr=2.0000e-04) (hash(x)=22559939)
+4334 train 6.955534 (lr=2.0000e-04) (hash(x)=20840022)
+4335 train 7.233849 (lr=2.0000e-04) (hash(x)=25067358)
+4336 train 6.906647 (lr=2.0000e-04) (hash(x)=23432626)
+4337 train 7.074861 (lr=2.0000e-04) (hash(x)=23820385)
+4338 train 7.857816 (lr=2.0000e-04) (hash(x)=31594930)
+4339 train 7.303757 (lr=2.0000e-04) (hash(x)=27138750)
+4340 train 7.467837 (lr=2.0000e-04) (hash(x)=30031341)
+4341 train 7.088689 (lr=2.0000e-04) (hash(x)=24602807)
+4342 train 6.845078 (lr=2.0000e-04) (hash(x)=21584976)
+4343 train 7.252004 (lr=2.0000e-04) (hash(x)=27479796)
+4344 train 6.936202 (lr=2.0000e-04) (hash(x)=22746241)
+4345 train 7.115795 (lr=2.0000e-04) (hash(x)=19728452)
+4346 train 6.907899 (lr=2.0000e-04) (hash(x)=24502020)
+4347 train 7.353467 (lr=2.0000e-04) (hash(x)=28225954)
+4348 train 6.962747 (lr=2.0000e-04) (hash(x)=23893447)
+4349 train 7.298909 (lr=2.0000e-04) (hash(x)=25654586)
+4350 val loss 7.1873
+4350 val perplexity 1322.4963
+4350 train 7.117604 (lr=2.0000e-04) (hash(x)=23856469)
+4351 train 7.070808 (lr=2.0000e-04) (hash(x)=23136080)
+4352 train 7.199024 (lr=2.0000e-04) (hash(x)=26532918)
+4353 train 7.134132 (lr=2.0000e-04) (hash(x)=25461947)
+4354 train 7.133369 (lr=2.0000e-04) (hash(x)=26590231)
+4355 train 6.852572 (lr=2.0000e-04) (hash(x)=21441985)
+4356 train 7.137835 (lr=2.0000e-04) (hash(x)=26507941)
+4357 train 7.407295 (lr=2.0000e-04) (hash(x)=26245238)
+4358 train 7.208653 (lr=2.0000e-04) (hash(x)=24879059)
+4359 train 7.465592 (lr=2.0000e-04) (hash(x)=29810074)
+4360 train 6.845748 (lr=2.0000e-04) (hash(x)=24258069)
+4361 train 7.009512 (lr=2.0000e-04) (hash(x)=25229360)
+4362 train 7.220737 (lr=2.0000e-04) (hash(x)=25440206)
+4363 train 7.062183 (lr=2.0000e-04) (hash(x)=23222125)
+4364 train 6.921352 (lr=2.0000e-04) (hash(x)=23353186)
+4365 train 7.105634 (lr=2.0000e-04) (hash(x)=26995240)
+4366 train 7.056172 (lr=2.0000e-04) (hash(x)=24135899)
+4367 train 7.092595 (lr=2.0000e-04) (hash(x)=24765539)
+4368 train 7.151493 (lr=2.0000e-04) (hash(x)=26051004)
+4369 train 6.930310 (lr=2.0000e-04) (hash(x)=22559142)
+4370 train 6.860300 (lr=2.0000e-04) (hash(x)=20364388)
+4371 train 7.266031 (lr=2.0000e-04) (hash(x)=25938817)
+4372 train 7.308024 (lr=2.0000e-04) (hash(x)=26060945)
+4373 train 7.234469 (lr=2.0000e-04) (hash(x)=27866714)
+4374 train 7.160812 (lr=2.0000e-04) (hash(x)=27104972)
+4375 train 6.875633 (lr=2.0000e-04) (hash(x)=22216309)
+4376 train 6.941795 (lr=2.0000e-04) (hash(x)=20781533)
+4377 train 6.861073 (lr=2.0000e-04) (hash(x)=18784350)
+4378 train 7.062529 (lr=2.0000e-04) (hash(x)=21102897)
+4379 train 7.276654 (lr=2.0000e-04) (hash(x)=25647489)
+4380 train 7.056442 (lr=2.0000e-04) (hash(x)=24486462)
+4381 train 7.288280 (lr=2.0000e-04) (hash(x)=26539114)
+4382 train 6.908405 (lr=2.0000e-04) (hash(x)=20026045)
+4383 train 7.182080 (lr=2.0000e-04) (hash(x)=20613861)
+4384 train 6.890008 (lr=2.0000e-04) (hash(x)=20676237)
+4385 train 7.100204 (lr=2.0000e-04) (hash(x)=24893163)
+4386 train 6.623128 (lr=2.0000e-04) (hash(x)=17299395)
+4387 train 6.838174 (lr=2.0000e-04) (hash(x)=19580191)
+4388 train 7.035986 (lr=2.0000e-04) (hash(x)=25588218)
+4389 train 7.190115 (lr=2.0000e-04) (hash(x)=26433063)
+4390 train 7.262338 (lr=2.0000e-04) (hash(x)=24917693)
+4391 train 6.934908 (lr=2.0000e-04) (hash(x)=23462447)
+4392 train 7.175217 (lr=2.0000e-04) (hash(x)=27185416)
+4393 train 7.319446 (lr=2.0000e-04) (hash(x)=24109010)
+4394 train 7.056999 (lr=2.0000e-04) (hash(x)=21486000)
+4395 train 6.939932 (lr=2.0000e-04) (hash(x)=22230006)
+4396 train 7.349004 (lr=2.0000e-04) (hash(x)=26092311)
+4397 train 7.091667 (lr=2.0000e-04) (hash(x)=24112426)
+4398 train 6.932526 (lr=2.0000e-04) (hash(x)=21881373)
+4399 train 7.082146 (lr=2.0000e-04) (hash(x)=26739455)
+4400 val loss 7.2237
+4400 val perplexity 1371.5741
+4400 train 6.988156 (lr=2.0000e-04) (hash(x)=22873602)
+4401 train 7.075116 (lr=2.0000e-04) (hash(x)=26748712)
+4402 train 7.197443 (lr=2.0000e-04) (hash(x)=26306618)
+4403 train 7.354402 (lr=2.0000e-04) (hash(x)=26898808)
+4404 train 7.091142 (lr=2.0000e-04) (hash(x)=25067751)
+4405 train 7.112274 (lr=2.0000e-04) (hash(x)=25397145)
+4406 train 7.268537 (lr=2.0000e-04) (hash(x)=24796962)
+4407 train 7.032279 (lr=2.0000e-04) (hash(x)=23222996)
+4408 train 7.048447 (lr=2.0000e-04) (hash(x)=24820189)
+4409 train 7.455439 (lr=2.0000e-04) (hash(x)=27669038)
+4410 train 7.075666 (lr=2.0000e-04) (hash(x)=24283976)
+4411 train 7.263535 (lr=2.0000e-04) (hash(x)=25018789)
+4412 train 7.153457 (lr=2.0000e-04) (hash(x)=26247064)
+4413 train 7.142514 (lr=2.0000e-04) (hash(x)=22942904)
+4414 train 7.037479 (lr=2.0000e-04) (hash(x)=23918746)
+4415 train 7.187233 (lr=2.0000e-04) (hash(x)=26489285)
+4416 train 6.250809 (lr=2.0000e-04) (hash(x)=14942495)
+4417 train 7.014934 (lr=2.0000e-04) (hash(x)=23908505)
+4418 train 7.243422 (lr=2.0000e-04) (hash(x)=25854036)
+4419 train 7.096708 (lr=2.0000e-04) (hash(x)=27522868)
+4420 train 6.995902 (lr=2.0000e-04) (hash(x)=26549205)
+4421 train 6.884798 (lr=2.0000e-04) (hash(x)=24565522)
+4422 train 7.177619 (lr=2.0000e-04) (hash(x)=23919123)
+4423 train 7.064522 (lr=2.0000e-04) (hash(x)=25185942)
+4424 train 7.073977 (lr=2.0000e-04) (hash(x)=24818969)
+4425 train 7.125352 (lr=2.0000e-04) (hash(x)=26750372)
+4426 train 7.163626 (lr=2.0000e-04) (hash(x)=25621536)
+4427 train 7.594957 (lr=2.0000e-04) (hash(x)=28037060)
+4428 train 7.702600 (lr=2.0000e-04) (hash(x)=30829517)
+4429 train 7.242748 (lr=2.0000e-04) (hash(x)=28728766)
+4430 train 7.167555 (lr=2.0000e-04) (hash(x)=25936895)
+4431 train 7.302449 (lr=2.0000e-04) (hash(x)=27476158)
+4432 train 7.038811 (lr=2.0000e-04) (hash(x)=23297921)
+4433 train 6.988144 (lr=2.0000e-04) (hash(x)=23201299)
+4434 train 6.944374 (lr=2.0000e-04) (hash(x)=22681766)
+4435 train 6.916193 (lr=2.0000e-04) (hash(x)=23217512)
+4436 train 7.414440 (lr=2.0000e-04) (hash(x)=29322443)
+4437 train 6.999895 (lr=2.0000e-04) (hash(x)=23502072)
+4438 train 7.098974 (lr=2.0000e-04) (hash(x)=28873527)
+4439 train 7.122518 (lr=2.0000e-04) (hash(x)=23653175)
+4440 train 6.920753 (lr=2.0000e-04) (hash(x)=21635879)
+4441 train 6.945025 (lr=2.0000e-04) (hash(x)=22201854)
+4442 train 6.889422 (lr=2.0000e-04) (hash(x)=23101164)
+4443 train 7.296809 (lr=2.0000e-04) (hash(x)=25475122)
+4444 train 7.048140 (lr=2.0000e-04) (hash(x)=25124825)
+4445 train 7.196449 (lr=2.0000e-04) (hash(x)=26883852)
+4446 train 6.963756 (lr=2.0000e-04) (hash(x)=24731829)
+4447 train 6.934846 (lr=2.0000e-04) (hash(x)=22405076)
+4448 train 7.101065 (lr=2.0000e-04) (hash(x)=27633869)
+4449 train 7.155969 (lr=2.0000e-04) (hash(x)=25162594)
+4450 val loss 7.1814
+4450 val perplexity 1314.8063
+4450 train 7.159893 (lr=2.0000e-04) (hash(x)=26438149)
+4451 train 7.166940 (lr=2.0000e-04) (hash(x)=26748800)
+4452 train 6.957882 (lr=2.0000e-04) (hash(x)=22971620)
+4453 train 7.100736 (lr=2.0000e-04) (hash(x)=25886430)
+4454 train 6.868804 (lr=2.0000e-04) (hash(x)=21084137)
+4455 train 7.061812 (lr=2.0000e-04) (hash(x)=25673545)
+4456 train 7.667881 (lr=2.0000e-04) (hash(x)=29389002)
+4457 train 6.799937 (lr=2.0000e-04) (hash(x)=21676076)
+4458 train 6.885723 (lr=2.0000e-04) (hash(x)=22616647)
+4459 train 7.340083 (lr=2.0000e-04) (hash(x)=22771197)
+4460 train 7.200601 (lr=2.0000e-04) (hash(x)=26393514)
+4461 train 7.434270 (lr=2.0000e-04) (hash(x)=24996433)
+4462 train 7.049810 (lr=2.0000e-04) (hash(x)=19594028)
+4463 train 7.194283 (lr=2.0000e-04) (hash(x)=22675428)
+4464 train 7.262103 (lr=2.0000e-04) (hash(x)=26566551)
+4465 train 7.213085 (lr=2.0000e-04) (hash(x)=22469290)
+4466 train 7.692946 (lr=2.0000e-04) (hash(x)=29821654)
+4467 train 7.232533 (lr=2.0000e-04) (hash(x)=26305388)
+4468 train 7.080234 (lr=2.0000e-04) (hash(x)=21998506)
+4469 train 7.465114 (lr=2.0000e-04) (hash(x)=23953315)
+4470 train 7.189612 (lr=2.0000e-04) (hash(x)=23985456)
+4471 train 7.519275 (lr=2.0000e-04) (hash(x)=28168456)
+4472 train 7.204886 (lr=2.0000e-04) (hash(x)=25126411)
+4473 train 7.026156 (lr=2.0000e-04) (hash(x)=24619336)
+4474 train 7.144954 (lr=2.0000e-04) (hash(x)=24467798)
+4475 train 7.941017 (lr=2.0000e-04) (hash(x)=31673254)
+4476 train 7.768942 (lr=2.0000e-04) (hash(x)=29929610)
+4477 train 7.489345 (lr=2.0000e-04) (hash(x)=29412572)
+4478 train 7.644105 (lr=2.0000e-04) (hash(x)=31910006)
+4479 train 7.276470 (lr=2.0000e-04) (hash(x)=26072586)
+4480 train 7.228682 (lr=2.0000e-04) (hash(x)=25782825)
+4481 train 7.042005 (lr=2.0000e-04) (hash(x)=21131363)
+4482 train 7.193494 (lr=2.0000e-04) (hash(x)=25071223)
+4483 train 7.822475 (lr=2.0000e-04) (hash(x)=32249577)
+4484 train 7.064348 (lr=2.0000e-04) (hash(x)=24752808)
+4485 train 7.095821 (lr=2.0000e-04) (hash(x)=24970539)
+4486 train 6.989179 (lr=2.0000e-04) (hash(x)=24191005)
+4487 train 7.246132 (lr=2.0000e-04) (hash(x)=24974331)
+4488 train 7.343972 (lr=2.0000e-04) (hash(x)=27043409)
+4489 train 7.155124 (lr=2.0000e-04) (hash(x)=11320385)
+4490 train 7.136873 (lr=2.0000e-04) (hash(x)=11919565)
+4491 train 7.131001 (lr=2.0000e-04) (hash(x)=10404694)
+4492 train 7.140642 (lr=2.0000e-04) (hash(x)=12393159)
+4493 train 6.967385 (lr=2.0000e-04) (hash(x)=11843609)
+4494 train 6.918770 (lr=2.0000e-04) (hash(x)=12632729)
+4495 train 7.134993 (lr=2.0000e-04) (hash(x)=21951984)
+4496 train 7.970073 (lr=2.0000e-04) (hash(x)=19411544)
+4497 train 7.889112 (lr=2.0000e-04) (hash(x)=21000228)
+4498 train 7.362929 (lr=2.0000e-04) (hash(x)=26018207)
+4499 train 7.403740 (lr=2.0000e-04) (hash(x)=24659058)
+4500 val loss 7.2559
+4500 val perplexity 1416.4836
+4500 train 7.541597 (lr=2.0000e-04) (hash(x)=27919597)
+4501 train 7.099857 (lr=2.0000e-04) (hash(x)=26232596)
+4502 train 7.235416 (lr=2.0000e-04) (hash(x)=26248912)
+4503 train 7.132246 (lr=2.0000e-04) (hash(x)=25403751)
+4504 train 7.098634 (lr=2.0000e-04) (hash(x)=21096637)
+4505 train 7.255745 (lr=2.0000e-04) (hash(x)=26560941)
+4506 train 7.248074 (lr=2.0000e-04) (hash(x)=24942406)
+4507 train 7.334960 (lr=2.0000e-04) (hash(x)=24405748)
+4508 train 7.192729 (lr=2.0000e-04) (hash(x)=22975455)
+4509 train 7.145433 (lr=2.0000e-04) (hash(x)=26358820)
+4510 train 7.080850 (lr=2.0000e-04) (hash(x)=24211938)
+4511 train 7.281983 (lr=2.0000e-04) (hash(x)=26396012)
+4512 train 6.934946 (lr=2.0000e-04) (hash(x)=22534410)
+4513 train 7.033353 (lr=2.0000e-04) (hash(x)=23855025)
+4514 train 6.931914 (lr=2.0000e-04) (hash(x)=22722345)
+4515 train 6.933239 (lr=2.0000e-04) (hash(x)=22779251)
+4516 train 7.176651 (lr=2.0000e-04) (hash(x)=23973078)
+4517 train 7.052715 (lr=2.0000e-04) (hash(x)=19886228)
+4518 train 7.140840 (lr=2.0000e-04) (hash(x)=23849694)
+4519 train 7.597503 (lr=2.0000e-04) (hash(x)=24827190)
+4520 train 7.122907 (lr=2.0000e-04) (hash(x)=25111498)
+4521 train 7.994838 (lr=2.0000e-04) (hash(x)=29752556)
+4522 train 7.387639 (lr=2.0000e-04) (hash(x)=25606805)
+4523 train 7.142737 (lr=2.0000e-04) (hash(x)=22209714)
+4524 train 6.916208 (lr=2.0000e-04) (hash(x)=24991834)
+4525 train 7.148702 (lr=2.0000e-04) (hash(x)=27808158)
+4526 train 7.100557 (lr=2.0000e-04) (hash(x)=23041199)
+4527 train 7.142183 (lr=2.0000e-04) (hash(x)=24847458)
+4528 train 7.087302 (lr=2.0000e-04) (hash(x)=25091787)
+4529 train 8.000768 (lr=2.0000e-04) (hash(x)=29745551)
+4530 train 6.884619 (lr=2.0000e-04) (hash(x)=20447167)
+4531 train 7.056322 (lr=2.0000e-04) (hash(x)=20720911)
+4532 train 7.183783 (lr=2.0000e-04) (hash(x)=24803353)
+4533 train 7.192342 (lr=2.0000e-04) (hash(x)=23780724)
+4534 train 7.182874 (lr=2.0000e-04) (hash(x)=23423120)
+4535 train 6.925249 (lr=2.0000e-04) (hash(x)=22159088)
+4536 train 7.106004 (lr=2.0000e-04) (hash(x)=25820304)
+4537 train 6.900122 (lr=2.0000e-04) (hash(x)=22813612)
+4538 train 7.259618 (lr=2.0000e-04) (hash(x)=27827979)
+4539 train 7.228287 (lr=2.0000e-04) (hash(x)=25737179)
+4540 train 7.459764 (lr=2.0000e-04) (hash(x)=23401504)
+4541 train 7.110251 (lr=2.0000e-04) (hash(x)=25071988)
+4542 train 7.160918 (lr=2.0000e-04) (hash(x)=22844541)
+4543 train 6.871469 (lr=2.0000e-04) (hash(x)=22140034)
+4544 train 7.149021 (lr=2.0000e-04) (hash(x)=26522091)
+4545 train 7.172948 (lr=2.0000e-04) (hash(x)=24099725)
+4546 train 6.715743 (lr=2.0000e-04) (hash(x)=19127182)
+4547 train 6.824442 (lr=2.0000e-04) (hash(x)=18992693)
+4548 train 7.877897 (lr=2.0000e-04) (hash(x)=26723015)
+4549 train 7.663185 (lr=2.0000e-04) (hash(x)=30389969)
+4550 val loss 7.2023
+4550 val perplexity 1342.5432
+4550 train 7.034776 (lr=2.0000e-04) (hash(x)=24065654)
+4551 train 6.875856 (lr=2.0000e-04) (hash(x)=19044797)
+4552 train 7.239331 (lr=2.0000e-04) (hash(x)=24919665)
+4553 train 7.272008 (lr=2.0000e-04) (hash(x)=22780968)
+4554 train 7.038182 (lr=2.0000e-04) (hash(x)=24549699)
+4555 train 6.948461 (lr=2.0000e-04) (hash(x)=21374811)
+4556 train 7.037707 (lr=2.0000e-04) (hash(x)=25225950)
+4557 train 7.171472 (lr=2.0000e-04) (hash(x)=25691882)
+4558 train 7.065894 (lr=2.0000e-04) (hash(x)=24685235)
+4559 train 6.934844 (lr=2.0000e-04) (hash(x)=23932794)
+4560 train 7.500096 (lr=2.0000e-04) (hash(x)=28152043)
+4561 train 6.998209 (lr=2.0000e-04) (hash(x)=23417051)
+4562 train 7.054265 (lr=2.0000e-04) (hash(x)=26250211)
+4563 train 7.273983 (lr=2.0000e-04) (hash(x)=25428813)
+4564 train 7.364821 (lr=2.0000e-04) (hash(x)=27477379)
+4565 train 7.184185 (lr=2.0000e-04) (hash(x)=23015212)
+4566 train 6.955837 (lr=2.0000e-04) (hash(x)=22837608)
+4567 train 7.061414 (lr=2.0000e-04) (hash(x)=25256890)
+4568 train 6.971233 (lr=2.0000e-04) (hash(x)=22742827)
+4569 train 7.326777 (lr=2.0000e-04) (hash(x)=30167922)
+4570 train 7.062917 (lr=2.0000e-04) (hash(x)=24540265)
+4571 train 7.347604 (lr=2.0000e-04) (hash(x)=26752941)
+4572 train 7.169122 (lr=2.0000e-04) (hash(x)=25094026)
+4573 train 7.871661 (lr=2.0000e-04) (hash(x)=28508785)
+4574 train 7.252440 (lr=2.0000e-04) (hash(x)=26501871)
+4575 train 7.041800 (lr=2.0000e-04) (hash(x)=24161711)
+4576 train 6.938056 (lr=2.0000e-04) (hash(x)=24313695)
+4577 train 7.381364 (lr=2.0000e-04) (hash(x)=28248933)
+4578 train 7.567539 (lr=2.0000e-04) (hash(x)=28445722)
+4579 train 7.151081 (lr=2.0000e-04) (hash(x)=24589015)
+4580 train 7.316389 (lr=2.0000e-04) (hash(x)=26192193)
+4581 train 6.991484 (lr=2.0000e-04) (hash(x)=25131316)
+4582 train 7.084821 (lr=2.0000e-04) (hash(x)=26631504)
+4583 train 6.902792 (lr=2.0000e-04) (hash(x)=22036817)
+4584 train 7.511778 (lr=2.0000e-04) (hash(x)=28361254)
+4585 train 7.154167 (lr=2.0000e-04) (hash(x)=24828340)
+4586 train 6.827972 (lr=2.0000e-04) (hash(x)=24067304)
+4587 train 6.623808 (lr=2.0000e-04) (hash(x)=20733289)
+4588 train 6.515767 (lr=2.0000e-04) (hash(x)=19526622)
+4589 train 6.934736 (lr=2.0000e-04) (hash(x)=22148688)
+4590 train 7.115370 (lr=2.0000e-04) (hash(x)=24141800)
+4591 train 7.179697 (lr=2.0000e-04) (hash(x)=26663208)
+4592 train 6.850745 (lr=2.0000e-04) (hash(x)=22536305)
+4593 train 7.120259 (lr=2.0000e-04) (hash(x)=23608185)
+4594 train 6.988937 (lr=2.0000e-04) (hash(x)=23348495)
+4595 train 7.142210 (lr=2.0000e-04) (hash(x)=25409759)
+4596 train 7.094663 (lr=2.0000e-04) (hash(x)=25572131)
+4597 train 7.089821 (lr=2.0000e-04) (hash(x)=21782039)
+4598 train 7.048972 (lr=2.0000e-04) (hash(x)=24643923)
+4599 train 7.034118 (lr=2.0000e-04) (hash(x)=24072213)
+4600 val loss 7.1964
+4600 val perplexity 1334.5713
+4600 train 6.959077 (lr=2.0000e-04) (hash(x)=23925612)
+4601 train 7.051183 (lr=2.0000e-04) (hash(x)=23315415)
+4602 train 7.030789 (lr=2.0000e-04) (hash(x)=21793800)
+4603 train 6.969649 (lr=2.0000e-04) (hash(x)=24921200)
+4604 train 7.222038 (lr=2.0000e-04) (hash(x)=27226113)
+4605 train 7.024043 (lr=2.0000e-04) (hash(x)=22920960)
+4606 train 6.955260 (lr=2.0000e-04) (hash(x)=21947750)
+4607 train 7.025800 (lr=2.0000e-04) (hash(x)=22766044)
+4608 train 7.364343 (lr=2.0000e-04) (hash(x)=28237005)
+4609 train 6.854596 (lr=2.0000e-04) (hash(x)=24922621)
+4610 train 7.121626 (lr=2.0000e-04) (hash(x)=24899830)
+4611 train 7.492144 (lr=2.0000e-04) (hash(x)=32920298)
+4612 train 6.935719 (lr=2.0000e-04) (hash(x)=25083835)
+4613 train 7.005672 (lr=2.0000e-04) (hash(x)=22863054)
+4614 train 7.003186 (lr=2.0000e-04) (hash(x)=24841464)
+4615 train 7.341718 (lr=2.0000e-04) (hash(x)=27871153)
+4616 train 7.407618 (lr=2.0000e-04) (hash(x)=28025163)
+4617 train 6.961999 (lr=2.0000e-04) (hash(x)=24659561)
+4618 train 7.060291 (lr=2.0000e-04) (hash(x)=25067194)
+4619 train 7.090866 (lr=2.0000e-04) (hash(x)=22731460)
+4620 train 6.994759 (lr=2.0000e-04) (hash(x)=20445873)
+4621 train 7.103077 (lr=2.0000e-04) (hash(x)=26033948)
+4622 train 6.948785 (lr=2.0000e-04) (hash(x)=22473213)
+4623 train 7.481168 (lr=2.0000e-04) (hash(x)=24037280)
+4624 train 7.834779 (lr=2.0000e-04) (hash(x)=25624131)
+4625 train 7.510406 (lr=2.0000e-04) (hash(x)=26799867)
+4626 train 7.125653 (lr=2.0000e-04) (hash(x)=27187602)
+4627 train 7.096073 (lr=2.0000e-04) (hash(x)=23277695)
+4628 train 7.080350 (lr=2.0000e-04) (hash(x)=24748234)
+4629 train 7.225671 (lr=2.0000e-04) (hash(x)=26103104)
+4630 train 7.132425 (lr=2.0000e-04) (hash(x)=24327389)
+4631 train 7.253808 (lr=2.0000e-04) (hash(x)=24121850)
+4632 train 7.113774 (lr=2.0000e-04) (hash(x)=23714590)
+4633 train 7.146394 (lr=2.0000e-04) (hash(x)=22379412)
+4634 train 7.397426 (lr=2.0000e-04) (hash(x)=24454713)
+4635 train 7.075374 (lr=2.0000e-04) (hash(x)=22966977)
+4636 train 7.064259 (lr=2.0000e-04) (hash(x)=23764884)
+4637 train 6.928980 (lr=2.0000e-04) (hash(x)=23827429)
+4638 train 7.184809 (lr=2.0000e-04) (hash(x)=24088592)
+4639 train 7.157402 (lr=2.0000e-04) (hash(x)=24380031)
+4640 train 7.243461 (lr=2.0000e-04) (hash(x)=26065050)
+4641 train 7.177238 (lr=2.0000e-04) (hash(x)=24442902)
+4642 train 6.705499 (lr=2.0000e-04) (hash(x)=18548782)
+4643 train 7.214703 (lr=2.0000e-04) (hash(x)=26957303)
+4644 train 7.207794 (lr=2.0000e-04) (hash(x)=25032727)
+4645 train 7.104227 (lr=2.0000e-04) (hash(x)=27224706)
+4646 train 7.246169 (lr=2.0000e-04) (hash(x)=27508476)
+4647 train 6.950075 (lr=2.0000e-04) (hash(x)=23055215)
+4648 train 7.092076 (lr=2.0000e-04) (hash(x)=24496194)
+4649 train 8.284539 (lr=2.0000e-04) (hash(x)=13982941)
+4650 val loss 7.2245
+4650 val perplexity 1372.7034
+4650 train 7.528728 (lr=2.0000e-04) (hash(x)=16721547)
+4651 train 7.108437 (lr=2.0000e-04) (hash(x)=22929154)
+4652 train 7.021300 (lr=2.0000e-04) (hash(x)=23323994)
+4653 train 7.381629 (lr=2.0000e-04) (hash(x)=24877951)
+4654 train 7.187080 (lr=2.0000e-04) (hash(x)=24096183)
+4655 train 7.040912 (lr=2.0000e-04) (hash(x)=25329724)
+4656 train 6.987154 (lr=2.0000e-04) (hash(x)=23877337)
+4657 train 6.664929 (lr=2.0000e-04) (hash(x)=20923083)
+4658 train 6.925617 (lr=2.0000e-04) (hash(x)=23807996)
+4659 train 7.064026 (lr=2.0000e-04) (hash(x)=24370475)
+4660 train 7.461735 (lr=2.0000e-04) (hash(x)=28202255)
+4661 train 7.175310 (lr=2.0000e-04) (hash(x)=26142119)
+4662 train 6.935731 (lr=2.0000e-04) (hash(x)=21387743)
+4663 train 7.107576 (lr=2.0000e-04) (hash(x)=25662408)
+4664 train 7.115386 (lr=2.0000e-04) (hash(x)=23962815)
+4665 train 7.095348 (lr=2.0000e-04) (hash(x)=23987677)
+4666 train 7.331082 (lr=2.0000e-04) (hash(x)=26554284)
+4667 train 7.363037 (lr=2.0000e-04) (hash(x)=25991817)
+4668 train 7.117862 (lr=2.0000e-04) (hash(x)=24256966)
+4669 train 6.872368 (lr=2.0000e-04) (hash(x)=22187158)
+4670 train 7.140026 (lr=2.0000e-04) (hash(x)=26295320)
+4671 train 7.182569 (lr=2.0000e-04) (hash(x)=26346814)
+4672 train 7.505227 (lr=2.0000e-04) (hash(x)=26594196)
+4673 train 7.229575 (lr=2.0000e-04) (hash(x)=24322101)
+4674 train 7.326475 (lr=2.0000e-04) (hash(x)=27274566)
+4675 train 7.127739 (lr=2.0000e-04) (hash(x)=24505725)
+4676 train 7.290389 (lr=2.0000e-04) (hash(x)=26167371)
+4677 train 7.399280 (lr=2.0000e-04) (hash(x)=28062311)
+4678 train 7.125824 (lr=2.0000e-04) (hash(x)=23476009)
+4679 train 7.235608 (lr=2.0000e-04) (hash(x)=25283256)
+4680 train 6.946718 (lr=2.0000e-04) (hash(x)=22033246)
+4681 train 6.989923 (lr=2.0000e-04) (hash(x)=22716214)
+4682 train 7.131369 (lr=2.0000e-04) (hash(x)=25672672)
+4683 train 6.997478 (lr=2.0000e-04) (hash(x)=22979072)
+4684 train 7.181433 (lr=2.0000e-04) (hash(x)=27439204)
+4685 train 7.108333 (lr=2.0000e-04) (hash(x)=24857737)
+4686 train 7.385110 (lr=2.0000e-04) (hash(x)=29615897)
+4687 train 6.951277 (lr=2.0000e-04) (hash(x)=24021771)
+4688 train 7.112846 (lr=2.0000e-04) (hash(x)=27410807)
+4689 train 6.928676 (lr=2.0000e-04) (hash(x)=22850411)
+4690 train 7.160233 (lr=2.0000e-04) (hash(x)=24949696)
+4691 train 6.971889 (lr=2.0000e-04) (hash(x)=22956381)
+4692 train 7.490807 (lr=2.0000e-04) (hash(x)=28193458)
+4693 train 7.016588 (lr=2.0000e-04) (hash(x)=25596844)
+4694 train 6.964577 (lr=2.0000e-04) (hash(x)=22101377)
+4695 train 6.918659 (lr=2.0000e-04) (hash(x)=23576840)
+4696 train 6.884761 (lr=2.0000e-04) (hash(x)=21849758)
+4697 train 7.065835 (lr=2.0000e-04) (hash(x)=26431349)
+4698 train 7.218823 (lr=2.0000e-04) (hash(x)=22960758)
+4699 train 7.103490 (lr=2.0000e-04) (hash(x)=23243097)
+4700 val loss 7.1841
+4700 val perplexity 1318.2760
+4700 train 6.967754 (lr=2.0000e-04) (hash(x)=23715370)
+4701 train 7.625769 (lr=2.0000e-04) (hash(x)=30678293)
+4702 train 7.725016 (lr=2.0000e-04) (hash(x)=32481620)
+4703 train 7.245960 (lr=2.0000e-04) (hash(x)=26414858)
+4704 train 7.138503 (lr=2.0000e-04) (hash(x)=24768691)
+4705 train 6.815427 (lr=2.0000e-04) (hash(x)=21627762)
+4706 train 6.919502 (lr=2.0000e-04) (hash(x)=21024917)
+4707 train 6.843098 (lr=2.0000e-04) (hash(x)=23570951)
+4708 train 6.956501 (lr=2.0000e-04) (hash(x)=23729185)
+4709 train 7.314130 (lr=2.0000e-04) (hash(x)=25933754)
+4710 train 6.815119 (lr=2.0000e-04) (hash(x)=23091014)
+4711 train 6.887045 (lr=2.0000e-04) (hash(x)=20099261)
+4712 train 7.069951 (lr=2.0000e-04) (hash(x)=26807297)
+4713 train 6.954217 (lr=2.0000e-04) (hash(x)=25332115)
+4714 train 6.922163 (lr=2.0000e-04) (hash(x)=23247605)
+4715 train 6.813316 (lr=2.0000e-04) (hash(x)=23786549)
+4716 train 6.921099 (lr=2.0000e-04) (hash(x)=23981166)
+4717 train 7.073430 (lr=2.0000e-04) (hash(x)=25967754)
+4718 train 6.991306 (lr=2.0000e-04) (hash(x)=23659116)
+4719 train 7.022682 (lr=2.0000e-04) (hash(x)=22453718)
+4720 train 6.925397 (lr=2.0000e-04) (hash(x)=22597951)
+4721 train 7.168005 (lr=2.0000e-04) (hash(x)=25284885)
+4722 train 7.121864 (lr=2.0000e-04) (hash(x)=24748569)
+4723 train 6.711881 (lr=2.0000e-04) (hash(x)=19448608)
+4724 train 7.075457 (lr=2.0000e-04) (hash(x)=24888040)
+4725 train 6.917659 (lr=2.0000e-04) (hash(x)=23203503)
+4726 train 6.701746 (lr=2.0000e-04) (hash(x)=20387787)
+4727 train 6.791700 (lr=2.0000e-04) (hash(x)=22529445)
+4728 train 7.106075 (lr=2.0000e-04) (hash(x)=22455471)
+4729 train 7.079519 (lr=2.0000e-04) (hash(x)=25661132)
+4730 train 7.083278 (lr=2.0000e-04) (hash(x)=24997711)
+4731 train 7.147022 (lr=2.0000e-04) (hash(x)=22575521)
+4732 train 6.950679 (lr=2.0000e-04) (hash(x)=22640285)
+4733 train 6.811527 (lr=2.0000e-04) (hash(x)=18637357)
+4734 train 6.924150 (lr=2.0000e-04) (hash(x)=22845826)
+4735 train 7.134296 (lr=2.0000e-04) (hash(x)=24484543)
+4736 train 6.964742 (lr=2.0000e-04) (hash(x)=23352320)
+4737 train 6.766091 (lr=2.0000e-04) (hash(x)=21544758)
+4738 train 6.562957 (lr=2.0000e-04) (hash(x)=18292136)
+4739 train 7.243262 (lr=2.0000e-04) (hash(x)=24893614)
+4740 train 7.039470 (lr=2.0000e-04) (hash(x)=28103443)
+4741 train 6.897694 (lr=2.0000e-04) (hash(x)=22233356)
+4742 train 6.795781 (lr=2.0000e-04) (hash(x)=21133541)
+4743 train 7.083432 (lr=2.0000e-04) (hash(x)=24043998)
+4744 train 7.462009 (lr=2.0000e-04) (hash(x)=24801185)
+4745 train 7.168843 (lr=2.0000e-04) (hash(x)=23858358)
+4746 train 7.173872 (lr=2.0000e-04) (hash(x)=23926989)
+4747 train 7.242560 (lr=2.0000e-04) (hash(x)=24813708)
+4748 train 7.033557 (lr=2.0000e-04) (hash(x)=26339467)
+4749 train 6.872680 (lr=2.0000e-04) (hash(x)=21850656)
+4750 val loss 7.1700
+4750 val perplexity 1299.8323
+4750 train 6.833229 (lr=2.0000e-04) (hash(x)=21475802)
+4751 train 7.064289 (lr=2.0000e-04) (hash(x)=24301906)
+4752 train 6.896378 (lr=2.0000e-04) (hash(x)=22748495)
+4753 train 7.037207 (lr=2.0000e-04) (hash(x)=25649256)
+4754 train 6.928859 (lr=2.0000e-04) (hash(x)=23934346)
+4755 train 7.119630 (lr=2.0000e-04) (hash(x)=26332892)
+4756 train 6.942010 (lr=2.0000e-04) (hash(x)=23279389)
+4757 train 7.017375 (lr=2.0000e-04) (hash(x)=23146858)
+4758 train 7.380076 (lr=2.0000e-04) (hash(x)=26892932)
+4759 train 6.903975 (lr=2.0000e-04) (hash(x)=26328881)
+4760 train 6.993151 (lr=2.0000e-04) (hash(x)=24394655)
+4761 train 6.953702 (lr=2.0000e-04) (hash(x)=22122308)
+4762 train 7.136180 (lr=2.0000e-04) (hash(x)=24200369)
+4763 train 7.269209 (lr=2.0000e-04) (hash(x)=26841776)
+4764 train 7.236156 (lr=2.0000e-04) (hash(x)=27196641)
+4765 train 6.969291 (lr=2.0000e-04) (hash(x)=24912822)
+4766 train 7.200639 (lr=2.0000e-04) (hash(x)=25946055)
+4767 train 6.849775 (lr=2.0000e-04) (hash(x)=23101508)
+4768 train 7.027643 (lr=2.0000e-04) (hash(x)=24287798)
+4769 train 7.092113 (lr=2.0000e-04) (hash(x)=22798964)
+4770 train 6.968898 (lr=2.0000e-04) (hash(x)=24164479)
+4771 train 7.049675 (lr=2.0000e-04) (hash(x)=24946464)
+4772 train 7.149291 (lr=2.0000e-04) (hash(x)=25154423)
+4773 train 6.887174 (lr=2.0000e-04) (hash(x)=23173476)
+4774 train 7.119789 (lr=2.0000e-04) (hash(x)=25373559)
+4775 train 7.095955 (lr=2.0000e-04) (hash(x)=23527176)
+4776 train 7.030320 (lr=2.0000e-04) (hash(x)=24865403)
+4777 train 6.995828 (lr=2.0000e-04) (hash(x)=24451067)
+4778 train 7.614006 (lr=2.0000e-04) (hash(x)=28187162)
+4779 train 7.772299 (lr=2.0000e-04) (hash(x)=31163350)
+4780 train 8.213367 (lr=2.0000e-04) (hash(x)=33563280)
+4781 train 8.273689 (lr=2.0000e-04) (hash(x)=34939183)
+4782 train 7.735660 (lr=2.0000e-04) (hash(x)=30263543)
+4783 train 6.949538 (lr=2.0000e-04) (hash(x)=22705673)
+4784 train 6.815179 (lr=2.0000e-04) (hash(x)=21415023)
+4785 train 7.060258 (lr=2.0000e-04) (hash(x)=26079097)
+4786 train 7.361642 (lr=2.0000e-04) (hash(x)=25503836)
+4787 train 7.242139 (lr=2.0000e-04) (hash(x)=24705721)
+4788 train 7.096033 (lr=2.0000e-04) (hash(x)=24384657)
+4789 train 6.962631 (lr=2.0000e-04) (hash(x)=22550579)
+4790 train 7.023553 (lr=2.0000e-04) (hash(x)=22452164)
+4791 train 7.320522 (lr=2.0000e-04) (hash(x)=28664796)
+4792 train 7.755624 (lr=2.0000e-04) (hash(x)=26139280)
+4793 train 7.271109 (lr=2.0000e-04) (hash(x)=23862341)
+4794 train 6.932552 (lr=2.0000e-04) (hash(x)=23784757)
+4795 train 6.804612 (lr=2.0000e-04) (hash(x)=22659441)
+4796 train 7.567011 (lr=2.0000e-04) (hash(x)=29744216)
+4797 train 7.433769 (lr=2.0000e-04) (hash(x)=25822591)
+4798 train 6.890404 (lr=2.0000e-04) (hash(x)=22370895)
+4799 train 7.343595 (lr=2.0000e-04) (hash(x)=27102890)
+4800 val loss 7.1909
+4800 val perplexity 1327.3318
+4800 train 7.356473 (lr=2.0000e-04) (hash(x)=27014625)
+4801 train 7.106000 (lr=2.0000e-04) (hash(x)=25755963)
+4802 train 7.344097 (lr=2.0000e-04) (hash(x)=29675278)
+4803 train 7.460413 (lr=2.0000e-04) (hash(x)=26660930)
+4804 train 7.361676 (lr=2.0000e-04) (hash(x)=24557060)
+4805 train 7.480768 (lr=2.0000e-04) (hash(x)=24622741)
+4806 train 7.552326 (lr=2.0000e-04) (hash(x)=23952601)
+4807 train 7.189473 (lr=2.0000e-04) (hash(x)=26787259)
+4808 train 7.387601 (lr=2.0000e-04) (hash(x)=28919605)
+4809 train 7.809620 (lr=2.0000e-04) (hash(x)=37061654)
+4810 train 7.553093 (lr=2.0000e-04) (hash(x)=30379739)
+4811 train 7.261577 (lr=2.0000e-04) (hash(x)=26097180)
+4812 train 7.425171 (lr=2.0000e-04) (hash(x)=26327092)
+4813 train 7.219705 (lr=2.0000e-04) (hash(x)=23258030)
+4814 train 7.299510 (lr=2.0000e-04) (hash(x)=25582015)
+4815 train 6.985693 (lr=2.0000e-04) (hash(x)=23396088)
+4816 train 6.977307 (lr=2.0000e-04) (hash(x)=21904146)
+4817 train 7.201211 (lr=2.0000e-04) (hash(x)=26281676)
+4818 train 7.014245 (lr=2.0000e-04) (hash(x)=23140470)
+4819 train 7.271574 (lr=2.0000e-04) (hash(x)=24611098)
+4820 train 7.127615 (lr=2.0000e-04) (hash(x)=23832642)
+4821 train 7.200817 (lr=2.0000e-04) (hash(x)=21439671)
+4822 train 7.069486 (lr=2.0000e-04) (hash(x)=25128845)
+4823 train 7.022739 (lr=2.0000e-04) (hash(x)=24911831)
+4824 train 7.170011 (lr=2.0000e-04) (hash(x)=26051723)
+4825 train 7.193017 (lr=2.0000e-04) (hash(x)=26479565)
+4826 train 7.321243 (lr=2.0000e-04) (hash(x)=26228987)
+4827 train 7.201424 (lr=2.0000e-04) (hash(x)=25131300)
+4828 train 6.898026 (lr=2.0000e-04) (hash(x)=19921978)
+4829 train 6.906046 (lr=2.0000e-04) (hash(x)=23173449)
+4830 train 7.239488 (lr=2.0000e-04) (hash(x)=24791832)
+4831 train 6.963893 (lr=2.0000e-04) (hash(x)=23453491)
+4832 train 7.053064 (lr=2.0000e-04) (hash(x)=22564139)
+4833 train 6.945745 (lr=2.0000e-04) (hash(x)=21659918)
+4834 train 7.106995 (lr=2.0000e-04) (hash(x)=22956076)
+4835 train 7.175111 (lr=2.0000e-04) (hash(x)=22237612)
+4836 train 7.252944 (lr=2.0000e-04) (hash(x)=24736427)
+4837 train 7.350059 (lr=2.0000e-04) (hash(x)=24939751)
+4838 train 7.191863 (lr=2.0000e-04) (hash(x)=25059298)
+4839 train 7.106727 (lr=2.0000e-04) (hash(x)=23453396)
+4840 train 6.673227 (lr=2.0000e-04) (hash(x)=17919338)
+4841 train 7.137352 (lr=2.0000e-04) (hash(x)=23428815)
+4842 train 7.410605 (lr=2.0000e-04) (hash(x)=27042659)
+4843 train 7.467271 (lr=2.0000e-04) (hash(x)=25161278)
+4844 train 7.253187 (lr=2.0000e-04) (hash(x)=24113253)
+4845 train 7.395864 (lr=2.0000e-04) (hash(x)=26139263)
+4846 train 7.416444 (lr=2.0000e-04) (hash(x)=27787006)
+4847 train 7.135105 (lr=2.0000e-04) (hash(x)=23869612)
+4848 train 7.274412 (lr=2.0000e-04) (hash(x)=26092193)
+4849 train 7.348337 (lr=2.0000e-04) (hash(x)=29351182)
+4850 val loss 7.1554
+4850 val perplexity 1281.0460
+4850 train 7.499012 (lr=2.0000e-04) (hash(x)=28773463)
+4851 train 7.426816 (lr=2.0000e-04) (hash(x)=28207741)
+4852 train 6.998508 (lr=2.0000e-04) (hash(x)=23280878)
+4853 train 7.413737 (lr=2.0000e-04) (hash(x)=26742336)
+4854 train 7.177211 (lr=2.0000e-04) (hash(x)=23543321)
+4855 train 7.566179 (lr=2.0000e-04) (hash(x)=26581590)
+4856 train 7.028233 (lr=2.0000e-04) (hash(x)=22728668)
+4857 train 6.881468 (lr=2.0000e-04) (hash(x)=19854534)
+4858 train 7.261116 (lr=2.0000e-04) (hash(x)=26612813)
+4859 train 7.425502 (lr=2.0000e-04) (hash(x)=25827863)
+4860 train 7.080122 (lr=2.0000e-04) (hash(x)=24574997)
+4861 train 7.273543 (lr=2.0000e-04) (hash(x)=26187830)
+4862 train 7.186087 (lr=2.0000e-04) (hash(x)=25105823)
+4863 train 7.273671 (lr=2.0000e-04) (hash(x)=28056342)
+4864 train 7.132673 (lr=2.0000e-04) (hash(x)=21885801)
+4865 train 7.286518 (lr=2.0000e-04) (hash(x)=25659043)
+4866 train 7.335783 (lr=2.0000e-04) (hash(x)=23852824)
+4867 train 7.114784 (lr=2.0000e-04) (hash(x)=23965470)
+4868 train 7.104498 (lr=2.0000e-04) (hash(x)=25035012)
+4869 train 7.348284 (lr=2.0000e-04) (hash(x)=26639165)
+4870 train 7.263345 (lr=2.0000e-04) (hash(x)=29205362)
+4871 train 7.082971 (lr=2.0000e-04) (hash(x)=25900866)
+4872 train 7.132806 (lr=2.0000e-04) (hash(x)=25636242)
+4873 train 7.194194 (lr=2.0000e-04) (hash(x)=25430698)
+4874 train 7.153168 (lr=2.0000e-04) (hash(x)=27629981)
+4875 train 7.149623 (lr=2.0000e-04) (hash(x)=27682625)
+4876 train 7.442253 (lr=2.0000e-04) (hash(x)=27549409)
+4877 train 7.167865 (lr=2.0000e-04) (hash(x)=24661627)
+4878 train 7.211061 (lr=2.0000e-04) (hash(x)=25196542)
+4879 train 7.133426 (lr=2.0000e-04) (hash(x)=24549177)
+4880 train 7.100170 (lr=2.0000e-04) (hash(x)=23740600)
+4881 train 7.001762 (lr=2.0000e-04) (hash(x)=21460850)
+4882 train 7.235311 (lr=2.0000e-04) (hash(x)=27101400)
+4883 train 7.225377 (lr=2.0000e-04) (hash(x)=24193076)
+4884 train 7.194298 (lr=2.0000e-04) (hash(x)=24582947)
+4885 train 7.111876 (lr=2.0000e-04) (hash(x)=25133839)
+4886 train 7.165416 (lr=2.0000e-04) (hash(x)=24759454)
+4887 train 7.207637 (lr=2.0000e-04) (hash(x)=28239583)
+4888 train 7.427320 (lr=2.0000e-04) (hash(x)=29594489)
+4889 train 7.143418 (lr=2.0000e-04) (hash(x)=23833431)
+4890 train 7.145901 (lr=2.0000e-04) (hash(x)=23139411)
+4891 train 7.057233 (lr=2.0000e-04) (hash(x)=20885864)
+4892 train 7.493594 (lr=2.0000e-04) (hash(x)=26217418)
+4893 train 7.252544 (lr=2.0000e-04) (hash(x)=27321870)
+4894 train 6.771825 (lr=2.0000e-04) (hash(x)=19912955)
+4895 train 7.141085 (lr=2.0000e-04) (hash(x)=23223554)
+4896 train 7.270300 (lr=2.0000e-04) (hash(x)=25667219)
+4897 train 7.450758 (lr=2.0000e-04) (hash(x)=28007972)
+4898 train 7.252023 (lr=2.0000e-04) (hash(x)=27748764)
+4899 train 7.193231 (lr=2.0000e-04) (hash(x)=27425770)
+4900 val loss 7.1244
+4900 val perplexity 1241.8680
+4900 train 7.341955 (lr=2.0000e-04) (hash(x)=28394020)
+4901 train 7.156364 (lr=2.0000e-04) (hash(x)=24080235)
+4902 train 7.048056 (lr=2.0000e-04) (hash(x)=23309527)
+4903 train 7.018080 (lr=2.0000e-04) (hash(x)=24793480)
+4904 train 7.258076 (lr=2.0000e-04) (hash(x)=25344456)
+4905 train 7.175546 (lr=2.0000e-04) (hash(x)=24590670)
+4906 train 7.129953 (lr=2.0000e-04) (hash(x)=26937171)
+4907 train 7.322709 (lr=2.0000e-04) (hash(x)=26949097)
+4908 train 7.035661 (lr=2.0000e-04) (hash(x)=22443915)
+4909 train 7.104722 (lr=2.0000e-04) (hash(x)=23814995)
+4910 train 7.111864 (lr=2.0000e-04) (hash(x)=26135871)
+4911 train 6.987346 (lr=2.0000e-04) (hash(x)=25415570)
+4912 train 7.274625 (lr=2.0000e-04) (hash(x)=26756326)
+4913 train 7.145233 (lr=2.0000e-04) (hash(x)=22920200)
+4914 train 7.187599 (lr=2.0000e-04) (hash(x)=26710977)
+4915 train 7.107102 (lr=2.0000e-04) (hash(x)=24985634)
+4916 train 7.215003 (lr=2.0000e-04) (hash(x)=26004335)
+4917 train 7.150779 (lr=2.0000e-04) (hash(x)=25637457)
+4918 train 7.367590 (lr=2.0000e-04) (hash(x)=26645180)
+4919 train 7.160153 (lr=2.0000e-04) (hash(x)=24425760)
+4920 train 7.437480 (lr=2.0000e-04) (hash(x)=28223544)
+4921 train 7.140260 (lr=2.0000e-04) (hash(x)=25538618)
+4922 train 7.416252 (lr=2.0000e-04) (hash(x)=26984784)
+4923 train 7.426546 (lr=2.0000e-04) (hash(x)=29154578)
+4924 train 7.122139 (lr=2.0000e-04) (hash(x)=25308123)
+4925 train 7.441797 (lr=2.0000e-04) (hash(x)=27939259)
+4926 train 7.080766 (lr=2.0000e-04) (hash(x)=21984545)
+4927 train 7.078753 (lr=2.0000e-04) (hash(x)=23707134)
+4928 train 7.065593 (lr=2.0000e-04) (hash(x)=27201034)
+4929 train 7.502285 (lr=2.0000e-04) (hash(x)=31623877)
+4930 train 7.102388 (lr=2.0000e-04) (hash(x)=22162782)
+4931 train 7.005483 (lr=2.0000e-04) (hash(x)=20049335)
+4932 train 6.991264 (lr=2.0000e-04) (hash(x)=25594665)
+4933 train 7.085436 (lr=2.0000e-04) (hash(x)=25265312)
+4934 train 7.184942 (lr=2.0000e-04) (hash(x)=27094896)
+4935 train 7.532613 (lr=2.0000e-04) (hash(x)=28321697)
+4936 train 7.086822 (lr=2.0000e-04) (hash(x)=25006013)
+4937 train 7.302814 (lr=2.0000e-04) (hash(x)=24596431)
+4938 train 7.342285 (lr=2.0000e-04) (hash(x)=25150510)
+4939 train 6.873722 (lr=2.0000e-04) (hash(x)=21497535)
+4940 train 7.107556 (lr=2.0000e-04) (hash(x)=25094669)
+4941 train 7.031296 (lr=2.0000e-04) (hash(x)=24024557)
+4942 train 7.314861 (lr=2.0000e-04) (hash(x)=24370776)
+4943 train 7.143953 (lr=2.0000e-04) (hash(x)=23434031)
+4944 train 7.169504 (lr=2.0000e-04) (hash(x)=24383517)
+4945 train 7.145791 (lr=2.0000e-04) (hash(x)=25858759)
+4946 train 6.772329 (lr=2.0000e-04) (hash(x)=20409561)
+4947 train 7.417213 (lr=2.0000e-04) (hash(x)=27469117)
+4948 train 6.995811 (lr=2.0000e-04) (hash(x)=22086623)
+4949 train 7.267525 (lr=2.0000e-04) (hash(x)=25759281)
+4950 val loss 7.1448
+4950 val perplexity 1267.5439
+4950 train 7.201231 (lr=2.0000e-04) (hash(x)=27130117)
+4951 train 7.086037 (lr=2.0000e-04) (hash(x)=27003481)
+4952 train 7.387835 (lr=2.0000e-04) (hash(x)=26725937)
+4953 train 7.093030 (lr=2.0000e-04) (hash(x)=22691119)
+4954 train 7.163564 (lr=2.0000e-04) (hash(x)=17272898)
+4955 train 6.935964 (lr=2.0000e-04) (hash(x)=17850370)
+4956 train 6.939892 (lr=2.0000e-04) (hash(x)=18729639)
+4957 train 7.180547 (lr=2.0000e-04) (hash(x)=25327160)
+4958 train 7.335298 (lr=2.0000e-04) (hash(x)=28709044)
+4959 train 6.922606 (lr=2.0000e-04) (hash(x)=22236893)
+4960 train 6.881737 (lr=2.0000e-04) (hash(x)=21729251)
+4961 train 6.985872 (lr=2.0000e-04) (hash(x)=23852346)
+4962 train 7.196806 (lr=2.0000e-04) (hash(x)=23974368)
+4963 train 7.117953 (lr=2.0000e-04) (hash(x)=25764691)
+4964 train 7.470008 (lr=2.0000e-04) (hash(x)=28341865)
+4965 train 7.033537 (lr=2.0000e-04) (hash(x)=23856238)
+4966 train 7.253336 (lr=2.0000e-04) (hash(x)=24568904)
+4967 train 7.118738 (lr=2.0000e-04) (hash(x)=26857458)
+4968 train 6.963688 (lr=2.0000e-04) (hash(x)=20507972)
+4969 train 7.179621 (lr=2.0000e-04) (hash(x)=23139455)
+4970 train 7.063993 (lr=2.0000e-04) (hash(x)=24853703)
+4971 train 7.093938 (lr=2.0000e-04) (hash(x)=25654849)
+4972 train 6.908080 (lr=2.0000e-04) (hash(x)=22963710)
+4973 train 7.288329 (lr=2.0000e-04) (hash(x)=25652110)
+4974 train 7.216869 (lr=2.0000e-04) (hash(x)=24085957)
+4975 train 7.480180 (lr=2.0000e-04) (hash(x)=26413122)
+4976 train 7.586885 (lr=2.0000e-04) (hash(x)=26989387)
+4977 train 7.208461 (lr=2.0000e-04) (hash(x)=22784033)
+4978 train 7.553430 (lr=2.0000e-04) (hash(x)=26694945)
+4979 train 7.495468 (lr=2.0000e-04) (hash(x)=24507726)
+4980 train 7.540402 (lr=2.0000e-04) (hash(x)=26490335)
+4981 train 7.441188 (lr=2.0000e-04) (hash(x)=25624751)
+4982 train 7.473076 (lr=2.0000e-04) (hash(x)=27846204)
+4983 train 7.323051 (lr=2.0000e-04) (hash(x)=27696537)
+4984 train 7.166289 (lr=2.0000e-04) (hash(x)=28915842)
+4985 train 7.277622 (lr=2.0000e-04) (hash(x)=28274576)
+4986 train 7.376592 (lr=2.0000e-04) (hash(x)=28923892)
+4987 train 6.966652 (lr=2.0000e-04) (hash(x)=21602520)
+4988 train 6.916687 (lr=2.0000e-04) (hash(x)=21061011)
+4989 train 7.397296 (lr=2.0000e-04) (hash(x)=28060542)
+4990 train 7.202966 (lr=2.0000e-04) (hash(x)=24838134)
+4991 train 7.103601 (lr=2.0000e-04) (hash(x)=21950234)
+4992 train 7.346648 (lr=2.0000e-04) (hash(x)=27192740)
+4993 train 7.387292 (lr=2.0000e-04) (hash(x)=26770105)
+4994 train 7.003728 (lr=2.0000e-04) (hash(x)=23721261)
+4995 train 7.083183 (lr=2.0000e-04) (hash(x)=26064895)
+4996 train 7.294591 (lr=2.0000e-04) (hash(x)=25651075)
+4997 train 7.095660 (lr=2.0000e-04) (hash(x)=25029447)
+4998 train 7.277643 (lr=2.0000e-04) (hash(x)=26088225)
+4999 val loss 7.1371
+4999 val perplexity 1257.8364
+4999 train 7.169208 (lr=2.0000e-04) (hash(x)=24051952)
diff --git a/lr2e-4_total_batch_size5120_seq_len256_decay_lrfalse_attention_kindselective_warmup_steps1_seed1338/model_02500.pt b/lr2e-4_total_batch_size5120_seq_len256_decay_lrfalse_attention_kindselective_warmup_steps1_seed1338/model_02500.pt
new file mode 100644
index 0000000000000000000000000000000000000000..8c95fa90ea4ab9a3de13f43a619cbf65aac20118
--- /dev/null
+++ b/lr2e-4_total_batch_size5120_seq_len256_decay_lrfalse_attention_kindselective_warmup_steps1_seed1338/model_02500.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:11a1850ad307a8e1c0a86c060f4a71a78cbd5752fc62a1ec8045c1ebaf323cc4
+size 38587970
diff --git a/lr2e-4_total_batch_size5120_seq_len256_decay_lrfalse_attention_kindselective_warmup_steps1_seed1338/model_04999.pt b/lr2e-4_total_batch_size5120_seq_len256_decay_lrfalse_attention_kindselective_warmup_steps1_seed1338/model_04999.pt
new file mode 100644
index 0000000000000000000000000000000000000000..55c408a76b7412fde183198f4b7da5844b4b6665
--- /dev/null
+++ b/lr2e-4_total_batch_size5120_seq_len256_decay_lrfalse_attention_kindselective_warmup_steps1_seed1338/model_04999.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c6069f056e8065d44593fc2985d6c9064d6b7ee81e88225055598d60eb2a6aee
+size 38587970
diff --git a/lr2e-4_total_batch_size5120_seq_len256_decay_lrfalse_attention_kindselective_warmup_steps1_seed1338/optimizer_02500.pt b/lr2e-4_total_batch_size5120_seq_len256_decay_lrfalse_attention_kindselective_warmup_steps1_seed1338/optimizer_02500.pt
new file mode 100644
index 0000000000000000000000000000000000000000..20327e3fd95e2b7ebccf864db079c8dfd9873924
--- /dev/null
+++ b/lr2e-4_total_batch_size5120_seq_len256_decay_lrfalse_attention_kindselective_warmup_steps1_seed1338/optimizer_02500.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:976fa4f26a1a3922da7577e210f228e789f2a1e5c8d08ab48bdb1ff9399d624b
+size 70895430
diff --git a/lr2e-4_total_batch_size5120_seq_len256_decay_lrfalse_attention_kindselective_warmup_steps1_seed1338/optimizer_04999.pt b/lr2e-4_total_batch_size5120_seq_len256_decay_lrfalse_attention_kindselective_warmup_steps1_seed1338/optimizer_04999.pt
new file mode 100644
index 0000000000000000000000000000000000000000..159c217c3b861fb594b61dd60494eaf073ea45d7
--- /dev/null
+++ b/lr2e-4_total_batch_size5120_seq_len256_decay_lrfalse_attention_kindselective_warmup_steps1_seed1338/optimizer_04999.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3786313f392d5252f4fd341fa1f57cd664ff9f55d90f8ad0de3009f26e170e72
+size 70895430