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4422 4423 4424 4425 4426 4427 4428 4429 4430 4431 4432 4433 4434 4435 4436 4437 4438 4439 4440 4441 4442 4443 4444 4445 4446 4447 4448 4449 4450 4451 4452 4453 4454 4455 4456 4457 4458 4459 4460 4461 4462 4463 4464 4465 4466 4467 4468 4469 4470 4471 4472 4473 4474 4475 4476 4477 4478 4479 4480 4481 4482 4483 4484 4485 4486 4487 4488 4489 4490 4491 4492 4493 4494 4495 4496 4497 4498 4499 4500 4501 4502 4503 4504 4505 4506 4507 4508 4509 4510 4511 4512 4513 4514 4515 4516 4517 4518 4519 4520 4521 4522 4523 4524 4525 4526 4527 4528 4529 4530 4531 4532 4533 4534 4535 4536 4537 4538 4539 4540 4541 4542 4543 4544 4545 4546 4547 4548 4549 4550 4551 4552 4553 4554 4555 4556 4557 4558 4559 4560 4561 4562 4563 4564 4565 4566 4567 4568 4569 4570 4571 4572 4573 4574 4575 4576 4577 4578 4579 4580 4581 4582 4583 4584 4585 4586 4587 4588 4589 4590 4591 4592 4593 4594 4595 4596 4597 4598 4599 4600 4601 4602 4603 4604 4605 4606 4607 4608 4609 4610 4611 4612 4613 4614 4615 4616 4617 4618 4619 4620 4621 4622 4623 4624 4625 4626 4627 4628 4629 4630 4631 4632 4633 4634 4635 4636 4637 4638 4639 4640 4641 4642 4643 4644 4645 4646 4647 4648 4649 4650 4651 4652 4653 4654 4655 4656 4657 4658 4659 4660 4661 4662 4663 4664 4665 4666 4667 4668 4669 4670 4671 4672 4673 4674 4675 4676 4677 4678 4679 4680 4681 4682 4683 4684 4685 4686 4687 4688 4689 4690 4691 4692 4693 4694 4695 4696 4697 4698 4699 4700 4701 4702 4703 4704 4705 4706 4707 4708 4709 4710 4711 4712 4713 4714 4715 4716 4717 4718 4719 4720 4721 4722 4723 4724 4725 4726 4727 4728 4729 4730 4731 4732 4733 4734 4735 4736 4737 4738 4739 4740 4741 4742 4743 4744 4745 4746 4747 4748 4749 4750 4751 4752 4753 4754 4755 4756 4757 4758 4759 4760 4761 4762 4763 4764 4765 4766 4767 4768 4769 4770 4771 4772 4773 4774 4775 4776 4777 4778 4779 4780 4781 4782 4783 4784 4785 4786 4787 4788 4789 4790 4791 4792 4793 4794 4795 4796 4797 4798 4799 4800 4801 4802 4803 4804 4805 4806 4807 4808 4809 4810 4811 4812 4813 4814 4815 4816 4817 4818 4819 4820 4821 4822 4823 4824 4825 4826 4827 4828 4829 4830 4831 4832 4833 4834 4835 4836 4837 4838 4839 4840 4841 4842 4843 4844 4845 4846 4847 4848 4849 4850 4851 4852 4853 4854 4855 4856 4857 4858 4859 4860 4861 4862 4863 4864 4865 4866 4867 4868 4869 4870 4871 4872 4873 4874 4875 4876 4877 4878 4879 4880 4881 4882 4883 4884 4885 4886 4887 4888 4889 4890 4891 4892 4893 4894 4895 4896 4897 4898 4899 4900 4901 4902 4903 4904 4905 4906 4907 4908 4909 4910 4911 4912 4913 4914 4915 4916 4917 4918 4919 4920 4921 4922 4923 4924 4925 4926 4927 4928 4929 4930 4931 4932 4933 4934 4935 4936 4937 4938 4939 4940 4941 4942 4943 4944 4945 4946 4947 4948 4949 4950 4951 4952 4953 4954 4955 4956 4957 4958 |
step,accuracy,loss
0.0,0.28559860587120056,5.107641696929932
1000.0,0.6692647933959961,1.6089874505996704
2000.0,0.7592202425003052,0.9930018186569214
3000.0,0.8054090142250061,0.7956092953681946
4000.0,0.826694130897522,0.7344251275062561
5000.0,0.8522562980651855,0.5980806350708008
6000.0,0.8787099719047546,0.48379114270210266
7000.0,0.8958449363708496,0.39308351278305054
8000.0,0.9015687704086304,0.3634239137172699
9000.0,0.913837730884552,0.33582741022109985
10000.0,0.9206957817077637,0.2970362603664398
11000.0,0.875377357006073,0.5505170822143555
12000.0,0.939092218875885,0.249802365899086
13000.0,0.9386118054389954,0.23616625368595123
14000.0,0.9479079842567444,0.20091931521892548
15000.0,0.9476298093795776,0.20936889946460724
16000.0,0.9546864032745361,0.17532609403133392
17000.0,0.9505680203437805,0.22007229924201965
18000.0,0.9550827145576477,0.17995093762874603
19000.0,0.9547184109687805,0.19238868355751038
20000.0,0.9598811268806458,0.16318035125732422
21000.0,0.9644798636436462,0.15674395859241486
22000.0,0.9646031260490417,0.14722426235675812
23000.0,0.9544428586959839,0.19228437542915344
24000.0,0.9674813151359558,0.16059105098247528
25000.0,0.9677584767341614,0.14626562595367432
26000.0,0.970600426197052,0.1215709000825882
27000.0,0.9725521206855774,0.12454269826412201
28000.0,0.9747748970985413,0.11529161036014557
29000.0,0.973774254322052,0.12170327454805374
30000.0,0.9749156832695007,0.1067676693201065
31000.0,0.9753422141075134,0.11530735343694687
32000.0,0.9767165780067444,0.11149577051401138
33000.0,0.977883517742157,0.09786269813776016
34000.0,0.97515469789505,0.11464937031269073
35000.0,0.97957843542099,0.09438838809728622
36000.0,0.9793440103530884,0.09602859616279602
37000.0,0.980157732963562,0.09123826771974564
38000.0,0.9802811145782471,0.08910880982875824
39000.0,0.9788831472396851,0.11192405968904495
40000.0,0.9821060299873352,0.08451233059167862
41000.0,0.9819586873054504,0.08947253972291946
42000.0,0.9804929494857788,0.09738943725824356
43000.0,0.9829551577568054,0.07883738726377487
44000.0,0.9828163981437683,0.07838137447834015
45000.0,0.9827907085418701,0.08053980022668839
46000.0,0.9814231395721436,0.09154566377401352
47000.0,0.9818496704101562,0.09227041900157928
48000.0,0.9834377765655518,0.08612486720085144
49000.0,0.9858173727989197,0.07360593229532242
50000.0,0.982549786567688,0.08112698793411255
51000.0,0.9850378632545471,0.0707675963640213
52000.0,0.9842862486839294,0.07578888535499573
53000.0,0.9866092205047607,0.0717352032661438
54000.0,0.986855685710907,0.0656554251909256
55000.0,0.9877957701683044,0.06182544305920601
56000.0,0.9871029257774353,0.06565644592046738
57000.0,0.9868342876434326,0.06392847001552582
58000.0,0.9866814613342285,0.06603219360113144
59000.0,0.9877412915229797,0.06521477550268173
60000.0,0.9872590899467468,0.06041257455945015
61000.0,0.9879547953605652,0.0630912110209465
62000.0,0.9878656268119812,0.06299826502799988
63000.0,0.9879425168037415,0.06634477525949478
64000.0,0.9876497387886047,0.05961040407419205
65000.0,0.9893399477005005,0.05783175304532051
66000.0,0.987872302532196,0.05817762017250061
67000.0,0.9879072904586792,0.06299779564142227
68000.0,0.9888574481010437,0.0637250766158104
69000.0,0.9881519675254822,0.06066325306892395
70000.0,0.9881628751754761,0.061095643788576126
71000.0,0.9888498187065125,0.0637192502617836
72000.0,0.9888201355934143,0.06413864344358444
73000.0,0.9898120760917664,0.05228365585207939
74000.0,0.9883857369422913,0.06414888799190521
75000.0,0.9899020791053772,0.05423508957028389
76000.0,0.9896194338798523,0.0530749186873436
77000.0,0.9892624020576477,0.05296195298433304
78000.0,0.9899786114692688,0.055330049246549606
79000.0,0.9898015856742859,0.05509449169039726
80000.0,0.9899426698684692,0.05166327580809593
81000.0,0.9894511699676514,0.057936303317546844
82000.0,0.9892870187759399,0.07340025901794434
83000.0,0.9892953634262085,0.05410677567124367
84000.0,0.9900395274162292,0.05028242990374565
85000.0,0.9895816445350647,0.0605953224003315
86000.0,0.9905153512954712,0.049996744841337204
87000.0,0.989668071269989,0.05648711323738098
88000.0,0.9890584349632263,0.06019669398665428
89000.0,0.9900936484336853,0.05383627489209175
90000.0,0.9908366203308105,0.05205687880516052
91000.0,0.9893339276313782,0.05423201993107796
92000.0,0.9905518889427185,0.04924160987138748
93000.0,0.9904396533966064,0.0526198074221611
94000.0,0.9896541237831116,0.057447370141744614
95000.0,0.989639401435852,0.05092896148562431
96000.0,0.9897263050079346,0.05507943406701088
97000.0,0.991562008857727,0.049442898482084274
98000.0,0.9903637766838074,0.051102131605148315
99000.0,0.9905467629432678,0.055039357393980026
100000.0,0.9913846254348755,0.045317552983760834
101000.0,0.9907619953155518,0.04825619235634804
102000.0,0.9915868639945984,0.051403243094682693
103000.0,0.991492509841919,0.04653439670801163
104000.0,0.9920960664749146,0.04335805028676987
105000.0,0.9914689064025879,0.04415004327893257
106000.0,0.9919403195381165,0.047459352761507034
107000.0,0.9914467334747314,0.04977687820792198
108000.0,0.9919540882110596,0.04552098363637924
109000.0,0.9923235177993774,0.04571639373898506
110000.0,0.9911938905715942,0.046829547733068466
111000.0,0.9918839335441589,0.0487687848508358
112000.0,0.9923530220985413,0.047778744250535965
113000.0,0.9917163848876953,0.041899632662534714
114000.0,0.9916515350341797,0.04221335053443909
115000.0,0.9919868111610413,0.04373914375901222
116000.0,0.9923669695854187,0.04237452149391174
117000.0,0.9913905262947083,0.04928874969482422
118000.0,0.9927205443382263,0.04376513510942459
119000.0,0.9921625256538391,0.04537113010883331
120000.0,0.9922815561294556,0.042807649821043015
121000.0,0.99200439453125,0.04540642723441124
122000.0,0.9927799105644226,0.04214507341384888
123000.0,0.9925509095191956,0.04199656844139099
124000.0,0.9930402636528015,0.04307962581515312
125000.0,0.9923774600028992,0.044562287628650665
126000.0,0.9917346835136414,0.044239867478609085
127000.0,0.9926190376281738,0.04224823787808418
128000.0,0.992392361164093,0.04432998225092888
129000.0,0.9930204153060913,0.0390884168446064
130000.0,0.992547869682312,0.04218195751309395
131000.0,0.9927389025688171,0.04200775921344757
132000.0,0.9926616549491882,0.0383291020989418
133000.0,0.9930444955825806,0.037696465849876404
134000.0,0.9912659525871277,0.046268362551927567
135000.0,0.9931345582008362,0.04198547080159187
136000.0,0.9932062029838562,0.04155721887946129
137000.0,0.9924086332321167,0.04602369666099548
138000.0,0.9929426908493042,0.040917396545410156
139000.0,0.9928265810012817,0.04371035471558571
140000.0,0.9932884573936462,0.040133047848939896
141000.0,0.9934769868850708,0.03624609112739563
142000.0,0.9934327006340027,0.037640221416950226
143000.0,0.9931724667549133,0.03862042352557182
144000.0,0.992824137210846,0.040177907794713974
145000.0,0.993414044380188,0.04279081150889397
146000.0,0.9927588105201721,0.043791234493255615
147000.0,0.9934417605400085,0.038889139890670776
148000.0,0.993374764919281,0.03891622647643089
149000.0,0.9928485751152039,0.04362272098660469
150000.0,0.9918290376663208,0.05010433495044708
151000.0,0.9932422637939453,0.04093677178025246
152000.0,0.993849515914917,0.04062792286276817
153000.0,0.9938327670097351,0.04044332727789879
154000.0,0.9942907094955444,0.03515051305294037
155000.0,0.9941394925117493,0.040100838989019394
156000.0,0.9931195974349976,0.04209904745221138
157000.0,0.9939115643501282,0.04507768899202347
158000.0,0.9938502311706543,0.03852884843945503
159000.0,0.993735671043396,0.03704527020454407
160000.0,0.9940837025642395,0.04401068389415741
161000.0,0.9945604205131531,0.035073935985565186
162000.0,0.9943369626998901,0.03674514964222908
163000.0,0.9944911599159241,0.03580613061785698
164000.0,0.9938870668411255,0.03762338310480118
165000.0,0.9943516254425049,0.0356832854449749
166000.0,0.9938576221466064,0.03601229935884476
167000.0,0.9941622018814087,0.040041398257017136
168000.0,0.9943199157714844,0.032726287841796875
169000.0,0.9945014119148254,0.03129691258072853
170000.0,0.9944735169410706,0.032349616289138794
171000.0,0.9944775104522705,0.036841873079538345
172000.0,0.9937503337860107,0.04243265092372894
173000.0,0.9940732717514038,0.03599037975072861
174000.0,0.9946987628936768,0.029352014884352684
175000.0,0.9947109222412109,0.03494279459118843
176000.0,0.9941309690475464,0.03691084682941437
177000.0,0.9927136301994324,0.04272349923849106
178000.0,0.9942317008972168,0.037926625460386276
179000.0,0.9944669008255005,0.03388235718011856
180000.0,0.9933769106864929,0.040463224053382874
181000.0,0.9935749173164368,0.04144440218806267
182000.0,0.9943844676017761,0.03701357543468475
183000.0,0.9944435954093933,0.03606479987502098
184000.0,0.9940589070320129,0.03944852203130722
185000.0,0.9943476319313049,0.03734792023897171
186000.0,0.9940543174743652,0.035391420125961304
187000.0,0.9944663047790527,0.03570683300495148
188000.0,0.9946475625038147,0.03540140017867088
189000.0,0.9948751330375671,0.03214537352323532
190000.0,0.9945568442344666,0.033686358481645584
191000.0,0.9942328929901123,0.035113342106342316
192000.0,0.9943153858184814,0.03860694169998169
193000.0,0.9949870109558105,0.031189804896712303
194000.0,0.9938666820526123,0.04165469482541084
195000.0,0.9948776364326477,0.03398822620511055
196000.0,0.9949314594268799,0.030666200444102287
197000.0,0.9947533011436462,0.03338475152850151
198000.0,0.9945610165596008,0.033457446843385696
199000.0,0.9948451519012451,0.0323026217520237
200000.0,0.9947399497032166,0.034000854939222336
201000.0,0.9949057698249817,0.0346003882586956
202000.0,0.9946312308311462,0.033889707177877426
203000.0,0.9947819113731384,0.03462269902229309
204000.0,0.9946826100349426,0.03905786946415901
205000.0,0.9949861764907837,0.03267062082886696
206000.0,0.9951620697975159,0.029739443212747574
207000.0,0.9947917461395264,0.03420368954539299
208000.0,0.9950347542762756,0.03313617408275604
209000.0,0.9953020215034485,0.03181371092796326
210000.0,0.9949259757995605,0.032165516167879105
211000.0,0.9949296712875366,0.031918883323669434
212000.0,0.9953123331069946,0.03385753557085991
213000.0,0.9952927827835083,0.031306181102991104
214000.0,0.9953609108924866,0.031938523054122925
215000.0,0.9954498410224915,0.032608721405267715
216000.0,0.9946004152297974,0.03384289890527725
217000.0,0.9947088956832886,0.03631475567817688
218000.0,0.9948709607124329,0.035272013396024704
219000.0,0.9952273964881897,0.03249387443065643
220000.0,0.9936310648918152,0.03934536874294281
221000.0,0.9952715635299683,0.03345927596092224
222000.0,0.9951061606407166,0.03374790400266647
223000.0,0.9952635765075684,0.030306894332170486
224000.0,0.9952852129936218,0.03731933981180191
225000.0,0.994840145111084,0.03300321474671364
226000.0,0.9947096109390259,0.036049798130989075
227000.0,0.9953562021255493,0.03215516731142998
228000.0,0.9950690269470215,0.029290374368429184
229000.0,0.995549738407135,0.03205409646034241
230000.0,0.9954890012741089,0.03588627278804779
231000.0,0.9955121874809265,0.028270240873098373
232000.0,0.9955151081085205,0.034473251551389694
233000.0,0.9951093792915344,0.03746531531214714
234000.0,0.9950973987579346,0.0315314345061779
235000.0,0.9951525330543518,0.03131522983312607
236000.0,0.9958838224411011,0.029539519920945168
237000.0,0.9956002235412598,0.03240035101771355
238000.0,0.994921863079071,0.03412159904837608
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