andrew-healey commited on
Commit
155622e
·
verified ·
1 Parent(s): 1e56904

Upload folder using huggingface_hub

Browse files
logs/64_baseline_compile_comparison/baseline_lr_30e-4_seed_1339_no_compile/args.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"hellaswag": true, "attention_kind": "selective", "log_dir": "logs/64_baseline_compile_comparison/baseline_lr_30e-4_seed_1339_no_compile", "resume_checkpoint": null, "resume_optimizer": false, "add_a_head": false, "add_head_to_start": true, "new_head_init": "normal", "n_heads": 12, "n_embd": 768, "head_dim": 64, "protect_bos_token": true, "prevent_from_masking_myself": true, "max_steps": 4375, "warmup_steps": 250, "group": "64_baseline_compile_comparison", "use_wandb": true, "kill_self_after_run": false, "random_seed": 1339, "memory_penalty_epsilon": 0.1, "selection_head_linear_combo": "none", "selection_head_linear_combo_scale": 1.0, "disable_selection_head_linear_combo_bias": false, "assert_latent_matches_no_head": false, "n_latent_masks": null, "init_latent_masks_to_identity": false, "init_latent_masks_to_inverse": false, "latent_mask_scale": null, "latent_mask_runtime_multiplier": null, "latent_mask_sigmoid": false, "S_layernorm": false, "one_head_per_latent_mask": false, "protection_kind": "none", "leaky_relu_alpha": null, "leaky_relu_bias": null, "use_compile": false, "use_mini_model": false, "upload_to_hf": true, "seq_len": 1024, "batch_size": 8, "total_batch_size": 131072, "protection_head_scaling_factor": 1.0, "protection_head_bias": 0.0, "n_sliced_masks": null, "mask_layernorm": false, "residual_attention_masks": false, "compute_base_shapes": false, "base_shapes_savefile": null, "mup": true, "disable_selection": false, "mup_enable_coord_check_logging": false, "max_lr": 0.003, "decay_lr": true, "readout_zero_init": false, "query_zero_init": false, "l1_loss": false, "debugpy": false, "key": "baseline_lr_30e-4_no_compile", "latent_mask_precision": "bfloat16"}
logs/64_baseline_compile_comparison/baseline_lr_30e-4_seed_1339_no_compile/dataloader_04374.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6031fd3e2855a036f7a5531cc24555aabd1115f9dd6618b8b2ca6f55279ef0b2
3
+ size 964
logs/64_baseline_compile_comparison/baseline_lr_30e-4_seed_1339_no_compile/log2.txt ADDED
@@ -0,0 +1,548 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ max_steps: 4375
2
+ 0 val loss 10.9949
3
+ 0 val perplexity 59571.1367
4
+ 0 hella 0.2585
5
+ 0 train 10.985302 (lr=4.1958e-06) (hash(x)=44992657)
6
+ 10 train 9.598989 (lr=4.6154e-05) (hash(x)=33468021)
7
+ 20 train 9.054305 (lr=8.8112e-05) (hash(x)=40941803)
8
+ 30 train 8.420264 (lr=1.3007e-04) (hash(x)=36715902)
9
+ 40 train 7.801065 (lr=1.7203e-04) (hash(x)=32710993)
10
+ 50 train 7.649407 (lr=2.1399e-04) (hash(x)=43839896)
11
+ 60 train 7.714527 (lr=2.5594e-04) (hash(x)=40675468)
12
+ 70 train 7.360285 (lr=2.9790e-04) (hash(x)=34592631)
13
+ 80 train 7.302240 (lr=3.3986e-04) (hash(x)=44444845)
14
+ 90 train 7.082849 (lr=3.8182e-04) (hash(x)=41965258)
15
+ 100 val loss 6.9632
16
+ 100 val perplexity 1056.9648
17
+ 100 train 6.821721 (lr=4.2378e-04) (hash(x)=41284750)
18
+ 110 train 6.756605 (lr=4.6573e-04) (hash(x)=41118734)
19
+ 120 train 6.613474 (lr=5.0769e-04) (hash(x)=37537547)
20
+ 130 train 6.473475 (lr=5.4965e-04) (hash(x)=43625179)
21
+ 140 train 6.435230 (lr=5.9161e-04) (hash(x)=41940760)
22
+ 150 train 6.498407 (lr=6.3357e-04) (hash(x)=39210431)
23
+ 160 train 6.425317 (lr=6.7552e-04) (hash(x)=41128294)
24
+ 170 train 6.319905 (lr=7.1748e-04) (hash(x)=41590227)
25
+ 180 train 6.283581 (lr=7.5944e-04) (hash(x)=38084871)
26
+ 190 train 6.202549 (lr=8.0140e-04) (hash(x)=34534333)
27
+ 200 val loss 6.0817
28
+ 200 val perplexity 437.7725
29
+ 200 train 6.114976 (lr=8.4336e-04) (hash(x)=41614299)
30
+ 210 train 6.030315 (lr=8.8531e-04) (hash(x)=35551597)
31
+ 220 train 5.918168 (lr=9.2727e-04) (hash(x)=44615432)
32
+ 230 train 6.043808 (lr=9.6923e-04) (hash(x)=37078768)
33
+ 240 train 5.732568 (lr=1.0112e-03) (hash(x)=40644078)
34
+ 250 hella 0.2395
35
+ 250 train 5.818108 (lr=1.0531e-03) (hash(x)=44636066)
36
+ 260 train 5.686604 (lr=1.0951e-03) (hash(x)=43247952)
37
+ 270 train 5.624083 (lr=1.1371e-03) (hash(x)=37989370)
38
+ 280 train 5.579275 (lr=1.1790e-03) (hash(x)=36229730)
39
+ 290 train 5.481965 (lr=1.2210e-03) (hash(x)=35032996)
40
+ 300 val loss 5.5939
41
+ 300 val perplexity 268.7842
42
+ 300 train 5.340650 (lr=1.2629e-03) (hash(x)=33868636)
43
+ 310 train 5.286891 (lr=1.3049e-03) (hash(x)=39782705)
44
+ 320 train 5.366952 (lr=1.3469e-03) (hash(x)=43525765)
45
+ 330 train 5.458652 (lr=1.3888e-03) (hash(x)=38074926)
46
+ 340 train 5.532345 (lr=1.4308e-03) (hash(x)=50125702)
47
+ 350 train 5.493236 (lr=1.4727e-03) (hash(x)=35062222)
48
+ 360 train 5.433973 (lr=1.5147e-03) (hash(x)=39671001)
49
+ 370 train 5.453244 (lr=1.5566e-03) (hash(x)=35748364)
50
+ 380 train 5.263982 (lr=1.5986e-03) (hash(x)=39962666)
51
+ 390 train 5.229773 (lr=1.6406e-03) (hash(x)=39213360)
52
+ 400 val loss 5.2366
53
+ 400 val perplexity 188.0216
54
+ 400 train 5.214322 (lr=1.6825e-03) (hash(x)=37919584)
55
+ 410 train 5.193381 (lr=1.7245e-03) (hash(x)=42001527)
56
+ 420 train 5.180889 (lr=1.7664e-03) (hash(x)=33940005)
57
+ 430 train 5.209760 (lr=1.8084e-03) (hash(x)=41749217)
58
+ 440 train 5.088639 (lr=1.8503e-03) (hash(x)=45219739)
59
+ 450 train 5.086359 (lr=1.8923e-03) (hash(x)=38515090)
60
+ 460 train 4.957443 (lr=1.9343e-03) (hash(x)=37518607)
61
+ 470 train 4.814703 (lr=1.9762e-03) (hash(x)=46830716)
62
+ 480 train 4.889365 (lr=2.0182e-03) (hash(x)=49262598)
63
+ 490 train 4.694417 (lr=2.0601e-03) (hash(x)=41370559)
64
+ 500 val loss 4.9727
65
+ 500 val perplexity 144.4134
66
+ 500 hella 0.2399
67
+ 500 train 4.748882 (lr=2.1021e-03) (hash(x)=35237459)
68
+ 510 train 4.849644 (lr=2.1441e-03) (hash(x)=35070579)
69
+ 520 train 4.929998 (lr=2.1860e-03) (hash(x)=37355110)
70
+ 530 train 4.958831 (lr=2.2280e-03) (hash(x)=39398044)
71
+ 540 train 4.901307 (lr=2.2699e-03) (hash(x)=39156676)
72
+ 550 train 4.835830 (lr=2.3119e-03) (hash(x)=38553909)
73
+ 560 train 4.894982 (lr=2.3538e-03) (hash(x)=36555371)
74
+ 570 train 4.795553 (lr=2.3958e-03) (hash(x)=42048991)
75
+ 580 train 4.756928 (lr=2.4378e-03) (hash(x)=37359399)
76
+ 590 train 4.891021 (lr=2.4797e-03) (hash(x)=39254663)
77
+ 600 val loss 4.7946
78
+ 600 val perplexity 120.8578
79
+ 600 train 4.797213 (lr=2.5217e-03) (hash(x)=38982539)
80
+ 610 train 4.734372 (lr=2.5636e-03) (hash(x)=35859145)
81
+ 620 train 4.682054 (lr=2.6056e-03) (hash(x)=35593542)
82
+ 630 train 4.593822 (lr=2.6476e-03) (hash(x)=39124418)
83
+ 640 train 4.591329 (lr=2.6895e-03) (hash(x)=39107374)
84
+ 650 train 4.497999 (lr=2.7315e-03) (hash(x)=34529151)
85
+ 660 train 4.510935 (lr=2.7734e-03) (hash(x)=39483931)
86
+ 670 train 4.427541 (lr=2.8154e-03) (hash(x)=43008010)
87
+ 680 train 4.331835 (lr=2.8573e-03) (hash(x)=33469328)
88
+ 690 train 4.352684 (lr=2.8993e-03) (hash(x)=35025253)
89
+ 700 val loss 4.6040
90
+ 700 val perplexity 99.8814
91
+ 700 train 4.327882 (lr=2.9413e-03) (hash(x)=43280188)
92
+ 710 train 4.601593 (lr=2.9832e-03) (hash(x)=40999263)
93
+ 720 train 4.612847 (lr=3.0000e-03) (hash(x)=38304742)
94
+ 730 train 4.612340 (lr=2.9999e-03) (hash(x)=34705188)
95
+ 740 train 4.557739 (lr=2.9997e-03) (hash(x)=40028964)
96
+ 750 hella 0.2517
97
+ 750 train 4.483773 (lr=2.9994e-03) (hash(x)=39051591)
98
+ 760 train 4.566156 (lr=2.9990e-03) (hash(x)=41286198)
99
+ 770 train 4.505837 (lr=2.9985e-03) (hash(x)=44512967)
100
+ 780 train 4.532100 (lr=2.9979e-03) (hash(x)=45171627)
101
+ 790 train 4.472907 (lr=2.9972e-03) (hash(x)=46345673)
102
+ 800 val loss 4.4768
103
+ 800 val perplexity 87.9521
104
+ 800 train 4.443874 (lr=2.9964e-03) (hash(x)=35529545)
105
+ 810 train 4.330550 (lr=2.9955e-03) (hash(x)=42321793)
106
+ 820 train 4.354738 (lr=2.9945e-03) (hash(x)=49327569)
107
+ 830 train 4.381461 (lr=2.9934e-03) (hash(x)=41325057)
108
+ 840 train 4.357365 (lr=2.9922e-03) (hash(x)=37305614)
109
+ 850 train 4.337179 (lr=2.9909e-03) (hash(x)=38000800)
110
+ 860 train 4.455419 (lr=2.9896e-03) (hash(x)=44047697)
111
+ 870 train 4.437985 (lr=2.9881e-03) (hash(x)=41576206)
112
+ 880 train 4.400260 (lr=2.9865e-03) (hash(x)=44685458)
113
+ 890 train 4.367049 (lr=2.9848e-03) (hash(x)=40398597)
114
+ 900 val loss 4.3649
115
+ 900 val perplexity 78.6379
116
+ 900 train 4.337266 (lr=2.9830e-03) (hash(x)=39312673)
117
+ 910 train 4.349551 (lr=2.9811e-03) (hash(x)=38881875)
118
+ 920 train 4.344222 (lr=2.9792e-03) (hash(x)=39140166)
119
+ 930 train 4.261364 (lr=2.9771e-03) (hash(x)=39075781)
120
+ 940 train 4.260644 (lr=2.9749e-03) (hash(x)=46887071)
121
+ 950 train 4.263470 (lr=2.9726e-03) (hash(x)=39740603)
122
+ 960 train 4.293791 (lr=2.9703e-03) (hash(x)=39590268)
123
+ 970 train 4.265575 (lr=2.9678e-03) (hash(x)=43580052)
124
+ 980 train 4.202003 (lr=2.9652e-03) (hash(x)=40226735)
125
+ 990 train 4.284937 (lr=2.9626e-03) (hash(x)=40723896)
126
+ 1000 val loss 4.2577
127
+ 1000 val perplexity 70.6486
128
+ 1000 hella 0.2514
129
+ 1000 train 4.242597 (lr=2.9598e-03) (hash(x)=39408050)
130
+ 1010 train 4.473857 (lr=2.9570e-03) (hash(x)=32247950)
131
+ 1020 train 4.349587 (lr=2.9540e-03) (hash(x)=39049938)
132
+ 1030 train 4.322115 (lr=2.9510e-03) (hash(x)=37453736)
133
+ 1040 train 4.207677 (lr=2.9478e-03) (hash(x)=36649666)
134
+ 1050 train 4.256896 (lr=2.9446e-03) (hash(x)=41404097)
135
+ 1060 train 4.251161 (lr=2.9412e-03) (hash(x)=40701599)
136
+ 1070 train 4.276515 (lr=2.9378e-03) (hash(x)=41787393)
137
+ 1080 train 4.158689 (lr=2.9343e-03) (hash(x)=42325465)
138
+ 1090 train 4.191212 (lr=2.9307e-03) (hash(x)=45018925)
139
+ 1100 val loss 4.1823
140
+ 1100 val perplexity 65.5155
141
+ 1100 train 4.190423 (lr=2.9270e-03) (hash(x)=53751982)
142
+ 1110 train 4.155326 (lr=2.9231e-03) (hash(x)=43118376)
143
+ 1120 train 4.167022 (lr=2.9192e-03) (hash(x)=41489942)
144
+ 1130 train 4.178408 (lr=2.9152e-03) (hash(x)=48020487)
145
+ 1140 train 4.035569 (lr=2.9112e-03) (hash(x)=43266072)
146
+ 1150 train 4.220182 (lr=2.9070e-03) (hash(x)=41790132)
147
+ 1160 train 4.214048 (lr=2.9027e-03) (hash(x)=33739090)
148
+ 1170 train 4.184302 (lr=2.8983e-03) (hash(x)=43885030)
149
+ 1180 train 4.117973 (lr=2.8939e-03) (hash(x)=39046714)
150
+ 1190 train 4.148656 (lr=2.8893e-03) (hash(x)=44387023)
151
+ 1200 val loss 4.1018
152
+ 1200 val perplexity 60.4470
153
+ 1200 train 4.009397 (lr=2.8847e-03) (hash(x)=36667141)
154
+ 1210 train 4.083648 (lr=2.8800e-03) (hash(x)=45487179)
155
+ 1220 train 4.068767 (lr=2.8751e-03) (hash(x)=43456413)
156
+ 1230 train 3.990517 (lr=2.8702e-03) (hash(x)=42473632)
157
+ 1240 train 4.072965 (lr=2.8652e-03) (hash(x)=42966315)
158
+ 1250 hella 0.2574
159
+ 1250 train 3.943314 (lr=2.8601e-03) (hash(x)=42930524)
160
+ 1260 train 4.067744 (lr=2.8550e-03) (hash(x)=43467676)
161
+ 1270 train 4.002205 (lr=2.8497e-03) (hash(x)=40872580)
162
+ 1280 train 4.056382 (lr=2.8443e-03) (hash(x)=40619157)
163
+ 1290 train 4.051569 (lr=2.8389e-03) (hash(x)=44406165)
164
+ 1300 val loss 4.0538
165
+ 1300 val perplexity 57.6137
166
+ 1300 train 4.029193 (lr=2.8333e-03) (hash(x)=40808029)
167
+ 1310 train 4.198925 (lr=2.8277e-03) (hash(x)=46125736)
168
+ 1320 train 3.959099 (lr=2.8220e-03) (hash(x)=41698487)
169
+ 1330 train 4.005455 (lr=2.8162e-03) (hash(x)=39302878)
170
+ 1340 train 4.111449 (lr=2.8103e-03) (hash(x)=41826369)
171
+ 1350 train 3.937139 (lr=2.8044e-03) (hash(x)=37061413)
172
+ 1360 train 4.066765 (lr=2.7983e-03) (hash(x)=40770974)
173
+ 1370 train 3.964978 (lr=2.7922e-03) (hash(x)=38738718)
174
+ 1380 train 3.963137 (lr=2.7860e-03) (hash(x)=34961558)
175
+ 1390 train 4.024803 (lr=2.7797e-03) (hash(x)=38559342)
176
+ 1400 val loss 4.0219
177
+ 1400 val perplexity 55.8061
178
+ 1400 train 3.970630 (lr=2.7733e-03) (hash(x)=38840020)
179
+ 1410 train 4.039672 (lr=2.7668e-03) (hash(x)=44448100)
180
+ 1420 train 4.169906 (lr=2.7603e-03) (hash(x)=39199838)
181
+ 1430 train 3.962470 (lr=2.7536e-03) (hash(x)=41669873)
182
+ 1440 train 4.072735 (lr=2.7469e-03) (hash(x)=53253836)
183
+ 1450 train 4.004632 (lr=2.7401e-03) (hash(x)=41320631)
184
+ 1460 train 3.923288 (lr=2.7333e-03) (hash(x)=48462803)
185
+ 1470 train 3.990386 (lr=2.7263e-03) (hash(x)=42356864)
186
+ 1480 train 4.031408 (lr=2.7193e-03) (hash(x)=41118068)
187
+ 1490 train 3.936525 (lr=2.7121e-03) (hash(x)=37242854)
188
+ 1500 val loss 3.9679
189
+ 1500 val perplexity 52.8727
190
+ 1500 hella 0.2533
191
+ 1500 train 3.975415 (lr=2.7050e-03) (hash(x)=40571031)
192
+ 1510 train 3.949638 (lr=2.6977e-03) (hash(x)=35384608)
193
+ 1520 train 3.938454 (lr=2.6903e-03) (hash(x)=35341056)
194
+ 1530 train 3.855706 (lr=2.6829e-03) (hash(x)=36471779)
195
+ 1540 train 3.896765 (lr=2.6754e-03) (hash(x)=40356153)
196
+ 1550 train 3.948306 (lr=2.6678e-03) (hash(x)=40133377)
197
+ 1560 train 3.854253 (lr=2.6602e-03) (hash(x)=33722160)
198
+ 1570 train 3.974824 (lr=2.6525e-03) (hash(x)=39555295)
199
+ 1580 train 3.885215 (lr=2.6447e-03) (hash(x)=35950666)
200
+ 1590 train 4.025948 (lr=2.6368e-03) (hash(x)=36528535)
201
+ 1600 val loss 3.9433
202
+ 1600 val perplexity 51.5910
203
+ 1600 train 3.940798 (lr=2.6289e-03) (hash(x)=42613017)
204
+ 1610 train 4.051541 (lr=2.6208e-03) (hash(x)=42845965)
205
+ 1620 train 3.939704 (lr=2.6128e-03) (hash(x)=36137074)
206
+ 1630 train 3.936935 (lr=2.6046e-03) (hash(x)=37560569)
207
+ 1640 train 4.024455 (lr=2.5964e-03) (hash(x)=43680614)
208
+ 1650 train 3.898213 (lr=2.5881e-03) (hash(x)=37281218)
209
+ 1660 train 3.897827 (lr=2.5797e-03) (hash(x)=36165222)
210
+ 1670 train 3.860333 (lr=2.5713e-03) (hash(x)=50222513)
211
+ 1680 train 3.756104 (lr=2.5628e-03) (hash(x)=35239173)
212
+ 1690 train 3.793486 (lr=2.5542e-03) (hash(x)=40287349)
213
+ 1700 val loss 3.9272
214
+ 1700 val perplexity 50.7668
215
+ 1700 train 4.002523 (lr=2.5455e-03) (hash(x)=37444780)
216
+ 1710 train 3.930282 (lr=2.5368e-03) (hash(x)=38962723)
217
+ 1720 train 3.965881 (lr=2.5281e-03) (hash(x)=33882305)
218
+ 1730 train 3.948527 (lr=2.5192e-03) (hash(x)=36501540)
219
+ 1740 train 3.936542 (lr=2.5103e-03) (hash(x)=38723266)
220
+ 1750 hella 0.2545
221
+ 1750 train 3.889939 (lr=2.5014e-03) (hash(x)=38772789)
222
+ 1760 train 3.955949 (lr=2.4924e-03) (hash(x)=37707898)
223
+ 1770 train 3.833151 (lr=2.4833e-03) (hash(x)=30529327)
224
+ 1780 train 3.893340 (lr=2.4741e-03) (hash(x)=37885464)
225
+ 1790 train 3.934317 (lr=2.4649e-03) (hash(x)=39013967)
226
+ 1800 val loss 3.8851
227
+ 1800 val perplexity 48.6731
228
+ 1800 train 3.908971 (lr=2.4556e-03) (hash(x)=34906955)
229
+ 1810 train 3.832592 (lr=2.4463e-03) (hash(x)=40790682)
230
+ 1820 train 3.710157 (lr=2.4369e-03) (hash(x)=39912223)
231
+ 1830 train 3.816725 (lr=2.4275e-03) (hash(x)=39304486)
232
+ 1840 train 3.813410 (lr=2.4180e-03) (hash(x)=37247975)
233
+ 1850 train 3.775783 (lr=2.4084e-03) (hash(x)=41340614)
234
+ 1860 train 3.935786 (lr=2.3988e-03) (hash(x)=39924627)
235
+ 1870 train 3.901301 (lr=2.3891e-03) (hash(x)=40235993)
236
+ 1880 train 3.808226 (lr=2.3794e-03) (hash(x)=37693476)
237
+ 1890 train 3.927634 (lr=2.3696e-03) (hash(x)=40449864)
238
+ 1900 val loss 3.8458
239
+ 1900 val perplexity 46.7948
240
+ 1900 train 3.811972 (lr=2.3598e-03) (hash(x)=37907749)
241
+ 1910 train 3.793552 (lr=2.3499e-03) (hash(x)=34547901)
242
+ 1920 train 3.841727 (lr=2.3400e-03) (hash(x)=37771788)
243
+ 1930 train 3.716875 (lr=2.3300e-03) (hash(x)=36049454)
244
+ 1940 train 3.802487 (lr=2.3200e-03) (hash(x)=29564336)
245
+ 1950 train 3.805676 (lr=2.3099e-03) (hash(x)=41689281)
246
+ 1960 train 3.711717 (lr=2.2998e-03) (hash(x)=41976699)
247
+ 1970 train 3.896449 (lr=2.2896e-03) (hash(x)=41538621)
248
+ 1980 train 3.776861 (lr=2.2793e-03) (hash(x)=36490902)
249
+ 1990 train 3.792800 (lr=2.2691e-03) (hash(x)=42739315)
250
+ 2000 val loss 3.8239
251
+ 2000 val perplexity 45.7836
252
+ 2000 hella 0.2578
253
+ 2000 train 3.802959 (lr=2.2588e-03) (hash(x)=38600074)
254
+ 2010 train 3.820689 (lr=2.2484e-03) (hash(x)=34555488)
255
+ 2020 train 3.835987 (lr=2.2380e-03) (hash(x)=37227345)
256
+ 2030 train 3.820687 (lr=2.2275e-03) (hash(x)=38172386)
257
+ 2040 train 3.911139 (lr=2.2170e-03) (hash(x)=39340786)
258
+ 2050 train 3.781590 (lr=2.2065e-03) (hash(x)=37237298)
259
+ 2060 train 4.015053 (lr=2.1959e-03) (hash(x)=35894782)
260
+ 2070 train 3.809293 (lr=2.1853e-03) (hash(x)=44161861)
261
+ 2080 train 3.847661 (lr=2.1746e-03) (hash(x)=38062558)
262
+ 2090 train 3.686146 (lr=2.1639e-03) (hash(x)=38608301)
263
+ 2100 val loss 3.7893
264
+ 2100 val perplexity 44.2243
265
+ 2100 train 3.718712 (lr=2.1532e-03) (hash(x)=47611537)
266
+ 2110 train 3.743182 (lr=2.1424e-03) (hash(x)=38076651)
267
+ 2120 train 3.719076 (lr=2.1316e-03) (hash(x)=39870893)
268
+ 2130 train 3.861206 (lr=2.1208e-03) (hash(x)=48123321)
269
+ 2140 train 3.864508 (lr=2.1099e-03) (hash(x)=44124977)
270
+ 2150 train 3.794527 (lr=2.0990e-03) (hash(x)=42181374)
271
+ 2160 train 3.820019 (lr=2.0881e-03) (hash(x)=41837878)
272
+ 2170 train 3.840103 (lr=2.0771e-03) (hash(x)=42161375)
273
+ 2180 train 3.796290 (lr=2.0661e-03) (hash(x)=41792986)
274
+ 2190 train 3.777410 (lr=2.0550e-03) (hash(x)=41872416)
275
+ 2200 val loss 3.7692
276
+ 2200 val perplexity 43.3450
277
+ 2200 train 3.782804 (lr=2.0440e-03) (hash(x)=37395985)
278
+ 2210 train 3.752955 (lr=2.0329e-03) (hash(x)=40616096)
279
+ 2220 train 3.715198 (lr=2.0217e-03) (hash(x)=40118423)
280
+ 2230 train 3.642540 (lr=2.0106e-03) (hash(x)=39641586)
281
+ 2240 train 3.710521 (lr=1.9994e-03) (hash(x)=34720116)
282
+ 2250 hella 0.2581
283
+ 2250 train 3.668408 (lr=1.9882e-03) (hash(x)=43641508)
284
+ 2260 train 3.681098 (lr=1.9770e-03) (hash(x)=31179786)
285
+ 2270 train 3.653061 (lr=1.9657e-03) (hash(x)=42721932)
286
+ 2280 train 3.953402 (lr=1.9544e-03) (hash(x)=38474505)
287
+ 2290 train 3.773052 (lr=1.9431e-03) (hash(x)=41398545)
288
+ 2300 val loss 3.7442
289
+ 2300 val perplexity 42.2772
290
+ 2300 train 3.699873 (lr=1.9318e-03) (hash(x)=44131094)
291
+ 2310 train 3.786835 (lr=1.9205e-03) (hash(x)=41667948)
292
+ 2320 train 3.877125 (lr=1.9091e-03) (hash(x)=36339232)
293
+ 2330 train 3.715646 (lr=1.8977e-03) (hash(x)=41630644)
294
+ 2340 train 3.838500 (lr=1.8863e-03) (hash(x)=41278955)
295
+ 2350 train 3.697441 (lr=1.8749e-03) (hash(x)=39491976)
296
+ 2360 train 3.770736 (lr=1.8635e-03) (hash(x)=41771238)
297
+ 2370 train 3.855959 (lr=1.8520e-03) (hash(x)=45374570)
298
+ 2380 train 3.756924 (lr=1.8406e-03) (hash(x)=41419267)
299
+ 2390 train 3.765140 (lr=1.8291e-03) (hash(x)=38869169)
300
+ 2400 val loss 3.7266
301
+ 2400 val perplexity 41.5378
302
+ 2400 train 3.690679 (lr=1.8176e-03) (hash(x)=38619293)
303
+ 2410 train 3.481743 (lr=1.8061e-03) (hash(x)=41600240)
304
+ 2420 train 3.646240 (lr=1.7946e-03) (hash(x)=40891045)
305
+ 2430 train 3.619715 (lr=1.7830e-03) (hash(x)=41023249)
306
+ 2440 train 3.610571 (lr=1.7715e-03) (hash(x)=33813452)
307
+ 2450 train 3.563016 (lr=1.7600e-03) (hash(x)=38464119)
308
+ 2460 train 3.442698 (lr=1.7484e-03) (hash(x)=40699982)
309
+ 2470 train 3.450063 (lr=1.7368e-03) (hash(x)=38254854)
310
+ 2480 train 3.739928 (lr=1.7253e-03) (hash(x)=42736069)
311
+ 2490 train 3.729324 (lr=1.7137e-03) (hash(x)=41928525)
312
+ 2500 val loss 3.7028
313
+ 2500 val perplexity 40.5627
314
+ 2500 hella 0.2632
315
+ 2500 train 3.681916 (lr=1.7021e-03) (hash(x)=45864011)
316
+ 2510 train 3.714628 (lr=1.6906e-03) (hash(x)=41380960)
317
+ 2520 train 3.693033 (lr=1.6790e-03) (hash(x)=38366545)
318
+ 2530 train 3.738906 (lr=1.6674e-03) (hash(x)=41045176)
319
+ 2540 train 3.744431 (lr=1.6558e-03) (hash(x)=43435705)
320
+ 2550 train 3.714005 (lr=1.6442e-03) (hash(x)=40693090)
321
+ 2560 train 3.622121 (lr=1.6326e-03) (hash(x)=40502478)
322
+ 2570 train 3.679445 (lr=1.6210e-03) (hash(x)=38610920)
323
+ 2580 train 3.581400 (lr=1.6094e-03) (hash(x)=38333499)
324
+ 2590 train 3.648939 (lr=1.5979e-03) (hash(x)=41982736)
325
+ 2600 val loss 3.6808
326
+ 2600 val perplexity 39.6767
327
+ 2600 train 3.634098 (lr=1.5863e-03) (hash(x)=37724702)
328
+ 2610 train 3.561663 (lr=1.5747e-03) (hash(x)=39564630)
329
+ 2620 train 3.490137 (lr=1.5632e-03) (hash(x)=38465803)
330
+ 2630 train 3.401618 (lr=1.5516e-03) (hash(x)=36955007)
331
+ 2640 train 3.474145 (lr=1.5400e-03) (hash(x)=32994568)
332
+ 2650 train 3.644801 (lr=1.5285e-03) (hash(x)=41165765)
333
+ 2660 train 3.653292 (lr=1.5170e-03) (hash(x)=42934000)
334
+ 2670 train 3.818888 (lr=1.5054e-03) (hash(x)=42726316)
335
+ 2680 train 3.691700 (lr=1.4939e-03) (hash(x)=35880318)
336
+ 2690 train 3.628465 (lr=1.4824e-03) (hash(x)=41747329)
337
+ 2700 val loss 3.6629
338
+ 2700 val perplexity 38.9734
339
+ 2700 train 3.713003 (lr=1.4709e-03) (hash(x)=40259630)
340
+ 2710 train 3.855057 (lr=1.4594e-03) (hash(x)=39895798)
341
+ 2720 train 3.619609 (lr=1.4480e-03) (hash(x)=36146683)
342
+ 2730 train 3.579850 (lr=1.4365e-03) (hash(x)=36181984)
343
+ 2740 train 3.571709 (lr=1.4251e-03) (hash(x)=43700349)
344
+ 2750 hella 0.2665
345
+ 2750 train 3.646462 (lr=1.4137e-03) (hash(x)=41610597)
346
+ 2760 train 3.641265 (lr=1.4023e-03) (hash(x)=31183639)
347
+ 2770 train 3.597914 (lr=1.3909e-03) (hash(x)=37722489)
348
+ 2780 train 3.565717 (lr=1.3795e-03) (hash(x)=47290688)
349
+ 2790 train 3.604124 (lr=1.3682e-03) (hash(x)=41205574)
350
+ 2800 val loss 3.6436
351
+ 2800 val perplexity 38.2286
352
+ 2800 train 3.441075 (lr=1.3569e-03) (hash(x)=40257962)
353
+ 2810 train 3.402085 (lr=1.3456e-03) (hash(x)=39529014)
354
+ 2820 train 3.422057 (lr=1.3343e-03) (hash(x)=42244749)
355
+ 2830 train 3.493696 (lr=1.3230e-03) (hash(x)=32820090)
356
+ 2840 train 3.444967 (lr=1.3118e-03) (hash(x)=40315769)
357
+ 2850 train 3.668418 (lr=1.3006e-03) (hash(x)=41524462)
358
+ 2860 train 3.670030 (lr=1.2894e-03) (hash(x)=38365734)
359
+ 2870 train 3.790450 (lr=1.2783e-03) (hash(x)=37682602)
360
+ 2880 train 3.664975 (lr=1.2671e-03) (hash(x)=39162991)
361
+ 2890 train 3.523190 (lr=1.2560e-03) (hash(x)=33316384)
362
+ 2900 val loss 3.6193
363
+ 2900 val perplexity 37.3119
364
+ 2900 train 3.568681 (lr=1.2450e-03) (hash(x)=37271132)
365
+ 2910 train 3.759275 (lr=1.2339e-03) (hash(x)=35586242)
366
+ 2920 train 3.683707 (lr=1.2229e-03) (hash(x)=33320586)
367
+ 2930 train 3.645603 (lr=1.2119e-03) (hash(x)=43531361)
368
+ 2940 train 3.572180 (lr=1.2010e-03) (hash(x)=37368286)
369
+ 2950 train 3.593456 (lr=1.1901e-03) (hash(x)=40363394)
370
+ 2960 train 3.562508 (lr=1.1792e-03) (hash(x)=42253792)
371
+ 2970 train 3.484049 (lr=1.1684e-03) (hash(x)=38072598)
372
+ 2980 train 3.585987 (lr=1.1576e-03) (hash(x)=41470557)
373
+ 2990 train 3.489799 (lr=1.1468e-03) (hash(x)=42600033)
374
+ 3000 val loss 3.6110
375
+ 3000 val perplexity 37.0048
376
+ 3000 hella 0.2637
377
+ 3000 train 3.442819 (lr=1.1361e-03) (hash(x)=46890983)
378
+ 3010 train 3.309818 (lr=1.1254e-03) (hash(x)=37986759)
379
+ 3020 train 3.422035 (lr=1.1147e-03) (hash(x)=36270703)
380
+ 3030 train 3.689013 (lr=1.1041e-03) (hash(x)=38228599)
381
+ 3040 train 3.516426 (lr=1.0935e-03) (hash(x)=44344296)
382
+ 3050 train 3.628524 (lr=1.0830e-03) (hash(x)=39962297)
383
+ 3060 train 3.626108 (lr=1.0725e-03) (hash(x)=39817394)
384
+ 3070 train 3.595781 (lr=1.0620e-03) (hash(x)=41763868)
385
+ 3080 train 3.706676 (lr=1.0516e-03) (hash(x)=42343051)
386
+ 3090 train 3.682492 (lr=1.0412e-03) (hash(x)=39204893)
387
+ 3100 val loss 3.5890
388
+ 3100 val perplexity 36.1995
389
+ 3100 train 3.587384 (lr=1.0309e-03) (hash(x)=39353599)
390
+ 3110 train 3.678036 (lr=1.0207e-03) (hash(x)=36118073)
391
+ 3120 train 3.354459 (lr=1.0104e-03) (hash(x)=44070271)
392
+ 3130 train 3.415089 (lr=1.0002e-03) (hash(x)=43368151)
393
+ 3140 train 3.481253 (lr=9.9011e-04) (hash(x)=40612203)
394
+ 3150 train 3.597543 (lr=9.8002e-04) (hash(x)=39598447)
395
+ 3160 train 3.623944 (lr=9.6999e-04) (hash(x)=43897682)
396
+ 3170 train 3.640325 (lr=9.6000e-04) (hash(x)=39029243)
397
+ 3180 train 3.630192 (lr=9.5007e-04) (hash(x)=38586684)
398
+ 3190 train 3.604295 (lr=9.4019e-04) (hash(x)=39299115)
399
+ 3200 val loss 3.5663
400
+ 3200 val perplexity 35.3839
401
+ 3200 train 3.602700 (lr=9.3036e-04) (hash(x)=41064949)
402
+ 3210 train 3.609991 (lr=9.2058e-04) (hash(x)=41752822)
403
+ 3220 train 3.626976 (lr=9.1085e-04) (hash(x)=37484805)
404
+ 3230 train 3.587818 (lr=9.0118e-04) (hash(x)=40514919)
405
+ 3240 train 3.612844 (lr=8.9157e-04) (hash(x)=42440343)
406
+ 3250 hella 0.2627
407
+ 3250 train 3.530847 (lr=8.8201e-04) (hash(x)=32464136)
408
+ 3260 train 3.544247 (lr=8.7251e-04) (hash(x)=47270558)
409
+ 3270 train 3.506131 (lr=8.6307e-04) (hash(x)=39307546)
410
+ 3280 train 3.531878 (lr=8.5368e-04) (hash(x)=40410299)
411
+ 3290 train 3.540853 (lr=8.4435e-04) (hash(x)=40541497)
412
+ 3300 val loss 3.5561
413
+ 3300 val perplexity 35.0252
414
+ 3300 train 3.436976 (lr=8.3508e-04) (hash(x)=38089139)
415
+ 3310 train 3.448279 (lr=8.2588e-04) (hash(x)=42006576)
416
+ 3320 train 3.566064 (lr=8.1673e-04) (hash(x)=40422556)
417
+ 3330 train 3.323596 (lr=8.0764e-04) (hash(x)=39021643)
418
+ 3340 train 3.612428 (lr=7.9862e-04) (hash(x)=40434305)
419
+ 3350 train 3.598266 (lr=7.8966e-04) (hash(x)=40833559)
420
+ 3360 train 3.622849 (lr=7.8076e-04) (hash(x)=40045231)
421
+ 3370 train 3.568251 (lr=7.7192e-04) (hash(x)=34668317)
422
+ 3380 train 3.570366 (lr=7.6315e-04) (hash(x)=42738568)
423
+ 3390 train 3.674750 (lr=7.5445e-04) (hash(x)=38980166)
424
+ 3400 val loss 3.5356
425
+ 3400 val perplexity 34.3167
426
+ 3400 train 3.604628 (lr=7.4581e-04) (hash(x)=43878176)
427
+ 3410 train 3.628424 (lr=7.3724e-04) (hash(x)=38201991)
428
+ 3420 train 3.608896 (lr=7.2874e-04) (hash(x)=34905889)
429
+ 3430 train 3.604116 (lr=7.2030e-04) (hash(x)=41680405)
430
+ 3440 train 3.571430 (lr=7.1193e-04) (hash(x)=39948184)
431
+ 3450 train 3.615252 (lr=7.0363e-04) (hash(x)=33623728)
432
+ 3460 train 3.504488 (lr=6.9541e-04) (hash(x)=41027647)
433
+ 3470 train 3.516429 (lr=6.8725e-04) (hash(x)=42779482)
434
+ 3480 train 3.519499 (lr=6.7916e-04) (hash(x)=41579288)
435
+ 3490 train 3.396276 (lr=6.7114e-04) (hash(x)=37174846)
436
+ 3500 val loss 3.5265
437
+ 3500 val perplexity 34.0054
438
+ 3500 hella 0.2657
439
+ 3500 train 3.248155 (lr=6.6320e-04) (hash(x)=37082090)
440
+ 3510 train 3.467309 (lr=6.5533e-04) (hash(x)=43131340)
441
+ 3520 train 3.369223 (lr=6.4753e-04) (hash(x)=42457250)
442
+ 3530 train 3.618679 (lr=6.3981e-04) (hash(x)=39504492)
443
+ 3540 train 3.539483 (lr=6.3216e-04) (hash(x)=36225997)
444
+ 3550 train 3.667446 (lr=6.2458e-04) (hash(x)=40912087)
445
+ 3560 train 3.515707 (lr=6.1708e-04) (hash(x)=41545925)
446
+ 3570 train 3.637300 (lr=6.0966e-04) (hash(x)=32553193)
447
+ 3580 train 3.470960 (lr=6.0231e-04) (hash(x)=38799856)
448
+ 3590 train 3.484944 (lr=5.9504e-04) (hash(x)=40772075)
449
+ 3600 val loss 3.5079
450
+ 3600 val perplexity 33.3776
451
+ 3600 train 3.552844 (lr=5.8785e-04) (hash(x)=39299903)
452
+ 3610 train 3.588865 (lr=5.8074e-04) (hash(x)=39503247)
453
+ 3620 train 3.503146 (lr=5.7370e-04) (hash(x)=38730668)
454
+ 3630 train 3.516016 (lr=5.6675e-04) (hash(x)=40503276)
455
+ 3640 train 3.518794 (lr=5.5987e-04) (hash(x)=36504573)
456
+ 3650 train 3.536679 (lr=5.5308e-04) (hash(x)=44903075)
457
+ 3660 train 3.441718 (lr=5.4636e-04) (hash(x)=33800148)
458
+ 3670 train 3.352822 (lr=5.3973e-04) (hash(x)=39404541)
459
+ 3680 train 3.300820 (lr=5.3318e-04) (hash(x)=44777432)
460
+ 3690 train 3.381902 (lr=5.2671e-04) (hash(x)=45649913)
461
+ 3700 val loss 3.5039
462
+ 3700 val perplexity 33.2446
463
+ 3700 train 3.503857 (lr=5.2033e-04) (hash(x)=33812537)
464
+ 3710 train 3.640691 (lr=5.1402e-04) (hash(x)=36161222)
465
+ 3720 train 3.530113 (lr=5.0780e-04) (hash(x)=43690616)
466
+ 3730 train 3.503580 (lr=5.0167e-04) (hash(x)=35462313)
467
+ 3740 train 3.808709 (lr=4.9562e-04) (hash(x)=44674254)
468
+ 3750 hella 0.2653
469
+ 3750 train 3.519700 (lr=4.8965e-04) (hash(x)=44276297)
470
+ 3760 train 3.554340 (lr=4.8377e-04) (hash(x)=38492178)
471
+ 3770 train 3.574338 (lr=4.7798e-04) (hash(x)=44347531)
472
+ 3780 train 3.489846 (lr=4.7227e-04) (hash(x)=33792059)
473
+ 3790 train 3.551144 (lr=4.6665e-04) (hash(x)=38549318)
474
+ 3800 val loss 3.4875
475
+ 3800 val perplexity 32.7029
476
+ 3800 train 3.466429 (lr=4.6112e-04) (hash(x)=41437448)
477
+ 3810 train 3.370952 (lr=4.5567e-04) (hash(x)=36656768)
478
+ 3820 train 3.538884 (lr=4.5031e-04) (hash(x)=46387893)
479
+ 3830 train 3.523895 (lr=4.4504e-04) (hash(x)=44312129)
480
+ 3840 train 3.433150 (lr=4.3986e-04) (hash(x)=40341896)
481
+ 3850 train 3.471589 (lr=4.3477e-04) (hash(x)=43589160)
482
+ 3860 train 3.485891 (lr=4.2977e-04) (hash(x)=40388945)
483
+ 3870 train 3.366420 (lr=4.2486e-04) (hash(x)=33336679)
484
+ 3880 train 3.487597 (lr=4.2004e-04) (hash(x)=37643311)
485
+ 3890 train 3.479525 (lr=4.1530e-04) (hash(x)=38272927)
486
+ 3900 val loss 3.4789
487
+ 3900 val perplexity 32.4240
488
+ 3900 train 3.435309 (lr=4.1066e-04) (hash(x)=41925748)
489
+ 3910 train 3.524565 (lr=4.0611e-04) (hash(x)=38377253)
490
+ 3920 train 3.522838 (lr=4.0166e-04) (hash(x)=41616611)
491
+ 3930 train 3.450859 (lr=3.9729e-04) (hash(x)=32301827)
492
+ 3940 train 3.524028 (lr=3.9302e-04) (hash(x)=47697363)
493
+ 3950 train 3.457718 (lr=3.8884e-04) (hash(x)=37867767)
494
+ 3960 train 3.471022 (lr=3.8475e-04) (hash(x)=37187295)
495
+ 3970 train 3.490867 (lr=3.8076e-04) (hash(x)=41952752)
496
+ 3980 train 3.463386 (lr=3.7685e-04) (hash(x)=38358660)
497
+ 3990 train 3.372803 (lr=3.7305e-04) (hash(x)=40207878)
498
+ 4000 val loss 3.4701
499
+ 4000 val perplexity 32.1386
500
+ 4000 hella 0.2698
501
+ 4000 train 3.452127 (lr=3.6933e-04) (hash(x)=39134015)
502
+ 4010 train 3.512496 (lr=3.6572e-04) (hash(x)=38313135)
503
+ 4020 train 3.440821 (lr=3.6219e-04) (hash(x)=40710513)
504
+ 4030 train 3.538633 (lr=3.5876e-04) (hash(x)=35530165)
505
+ 4040 train 3.491287 (lr=3.5543e-04) (hash(x)=39494066)
506
+ 4050 train 3.453217 (lr=3.5219e-04) (hash(x)=40861777)
507
+ 4060 train 3.467611 (lr=3.4905e-04) (hash(x)=36151939)
508
+ 4070 train 3.418638 (lr=3.4600e-04) (hash(x)=39008241)
509
+ 4080 train 3.515548 (lr=3.4305e-04) (hash(x)=40395746)
510
+ 4090 train 3.570427 (lr=3.4019e-04) (hash(x)=38855480)
511
+ 4100 val loss 3.4586
512
+ 4100 val perplexity 31.7719
513
+ 4100 train 3.490517 (lr=3.3744e-04) (hash(x)=45013254)
514
+ 4110 train 3.503310 (lr=3.3477e-04) (hash(x)=39934818)
515
+ 4120 train 3.511961 (lr=3.3221e-04) (hash(x)=33417705)
516
+ 4130 train 3.424999 (lr=3.2974e-04) (hash(x)=41267978)
517
+ 4140 train 3.436505 (lr=3.2737e-04) (hash(x)=38961609)
518
+ 4150 train 3.416338 (lr=3.2510e-04) (hash(x)=42173878)
519
+ 4160 train 3.401062 (lr=3.2292e-04) (hash(x)=36867405)
520
+ 4170 train 3.387097 (lr=3.2085e-04) (hash(x)=38991954)
521
+ 4180 train 3.434486 (lr=3.1887e-04) (hash(x)=39032592)
522
+ 4190 train 3.398488 (lr=3.1699e-04) (hash(x)=61329402)
523
+ 4200 val loss 3.4546
524
+ 4200 val perplexity 31.6457
525
+ 4200 train 3.395064 (lr=3.1520e-04) (hash(x)=40455200)
526
+ 4210 train 3.433068 (lr=3.1352e-04) (hash(x)=40913417)
527
+ 4220 train 3.476156 (lr=3.1193e-04) (hash(x)=38809704)
528
+ 4230 train 3.459846 (lr=3.1044e-04) (hash(x)=39560204)
529
+ 4240 train 3.457468 (lr=3.0905e-04) (hash(x)=41496549)
530
+ 4250 hella 0.2663
531
+ 4250 train 3.523949 (lr=3.0776e-04) (hash(x)=33994768)
532
+ 4260 train 3.486165 (lr=3.0657e-04) (hash(x)=39658687)
533
+ 4270 train 3.396533 (lr=3.0548e-04) (hash(x)=42583064)
534
+ 4280 train 3.461327 (lr=3.0449e-04) (hash(x)=40635811)
535
+ 4290 train 3.360256 (lr=3.0359e-04) (hash(x)=35313841)
536
+ 4300 val loss 3.4502
537
+ 4300 val perplexity 31.5056
538
+ 4300 train 3.522236 (lr=3.0280e-04) (hash(x)=39332245)
539
+ 4310 train 3.407213 (lr=3.0210e-04) (hash(x)=43732999)
540
+ 4320 train 3.398077 (lr=3.0150e-04) (hash(x)=40831835)
541
+ 4330 train 3.555660 (lr=3.0101e-04) (hash(x)=41813368)
542
+ 4340 train 3.460140 (lr=3.0061e-04) (hash(x)=36952586)
543
+ 4350 train 3.443932 (lr=3.0031e-04) (hash(x)=42470745)
544
+ 4360 train 3.433717 (lr=3.0011e-04) (hash(x)=39581495)
545
+ 4370 train 3.577098 (lr=3.0001e-04) (hash(x)=35914538)
546
+ 4374 val loss 3.4439
547
+ 4374 val perplexity 31.3075
548
+ 4374 hella 0.2670
logs/64_baseline_compile_comparison/baseline_lr_30e-4_seed_1339_no_compile/model_04374.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:75c1f05c52339b41a269ac99e26e16f4451ee991b0b3c374ac1217335369312b
3
+ size 548153090
logs/64_baseline_compile_comparison/baseline_lr_30e-4_seed_1339_no_compile/optimizer_04374.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:5194b53c1707acbfeef017e234c4b16c8e03d605d2c25afd42a9861540e4fc5c
3
+ size 995652998