step,loss
1,0.0338
2,0.0338
2,0.0696
3,0.0696
3,0.047
4,0.047
4,0.0672
5,0.0672
5,0.0553
6,0.0553
6,0.0534
7,0.0534
7,0.0462
8,0.0462
8,0.0443
9,0.0443
9,0.0432
10,0.0432
10,0.0443
11,0.0443
11,0.0451
12,0.0451
12,0.0456
13,0.0456
13,0.0476
14,0.0476
14,0.0491
15,0.0491
15,0.0517
16,0.0517
16,0.0487
17,0.0487
17,0.0471
18,0.0471
18,0.046
19,0.046
19,0.0453
20,0.0453
20,0.0447
21,0.0447
21,0.043
22,0.043
22,0.0459
23,0.0459
23,0.044
24,0.044
24,0.0446
25,0.0446
25,0.0429
26,0.0429
26,0.0445
27,0.0445
27,0.0461
28,0.0461
28,0.0463
29,0.0463
29,0.0449
30,0.0449
30,0.0459
31,0.0459
31,0.0446
32,0.0446
32,0.046
33,0.046
33,0.0447
34,0.0447
34,0.0489
35,0.0489
35,0.0484
36,0.0484
36,0.0486
37,0.0486
37,0.0499
38,0.0499
38,0.0521
39,0.0521
39,0.0519
40,0.0519
40,0.0514
41,0.0514
41,0.0509
42,0.0509
42,0.0507
43,0.0507
43,0.0497
44,0.0497
44,0.05
45,0.05
45,0.0498
46,0.0498
46,0.049
47,0.049
47,0.0501
48,0.0501
48,0.0511
49,0.0511
49,0.058
50,0.058
50,0.0569
51,0.0569
51,0.0558
52,0.0558
52,0.0551
53,0.0551
53,0.0557
54,0.0557
54,0.0557
55,0.0557
55,0.0567
56,0.0567
56,0.0584
57,0.0584
57,0.0566
58,0.0566
58,0.058
59,0.058
59,0.0572
60,0.0572
60,0.0581
61,0.0581
61,0.0583
62,0.0583
62,0.0583
63,0.0583
63,0.059
64,0.059
64,0.0613
65,0.0613
65,0.0614
66,0.0614
66,0.0616
67,0.0616
67,0.0608
68,0.0608
68,0.0601
69,0.0601
69,0.0599
70,0.0599
70,0.0605
71,0.0605
71,0.0612
72,0.0612
72,0.0615
73,0.0615
73,0.061
74,0.061
74,0.061
75,0.061
75,0.0604
76,0.0604
76,0.0609
77,0.0609
77,0.0599
78,0.0599
78,0.0616
79,0.0616
79,0.0611
80,0.0611
80,0.0615
81,0.0615
81,0.0615
82,0.0615
82,0.06
83,0.06
83,0.0598
84,0.0598
84,0.061
85,0.061
85,0.0597
86,0.0597
86,0.0613
87,0.0613
87,0.0602
88,0.0602
88,0.0616
89,0.0616
89,0.059
90,0.059
90,0.0593
91,0.0593
91,0.0584
92,0.0584
92,0.0578
93,0.0578
93,0.0568
94,0.0568
94,0.0562
95,0.0562
95,0.0564
96,0.0564
96,0.0573
97,0.0573
97,0.0632
98,0.0632
98,0.0637
99,0.0637
99,0.0628
100,0.0628
100,0.0631
101,0.0631
101,0.0651
102,0.0651
102,0.0637
103,0.0637
103,0.065
104,0.065
104,0.0594
105,0.0594
105,0.0598
106,0.0598
106,0.06
107,0.06
107,0.0603
108,0.0603
108,0.0588
109,0.0588
109,0.0584
110,0.0584
110,0.0564
111,0.0564
111,0.0566
112,0.0566
112,0.0575
113,0.0575
113,0.0562
114,0.0562
114,0.0548
115,0.0548
115,0.0551
116,0.0551
116,0.0547
117,0.0547
117,0.0549
118,0.0549
118,0.0541
119,0.0541
119,0.0535
120,0.0535
120,0.0527
121,0.0527
121,0.0528
122,0.0528
122,0.0543
123,0.0543
123,0.0563
124,0.0563
124,0.0553
125,0.0553
125,0.0536
126,0.0536
126,0.0533
127,0.0533
127,0.0527
128,0.0527
128,0.0545
129,0.0545
129,0.0548
130,0.0548
130,0.0558
131,0.0558
131,0.0558
132,0.0558
132,0.0575
133,0.0575
133,0.0601
134,0.0601
134,0.0609
135,0.0609
135,0.0613
136,0.0613
136,0.0609
137,0.0609
137,0.0639
138,0.0639
138,0.0642
139,0.0642
139,0.0641
140,0.0641
140,0.0645
141,0.0645
141,0.0642
142,0.0642
142,0.0649
143,0.0649
143,0.0651
144,0.0651
144,0.0671
145,0.0671
145,0.0668
146,0.0668
146,0.0668
147,0.0668
147,0.0681
148,0.0681
148,0.0672
149,0.0672
149,0.0688
150,0.0688
150,0.069
151,0.069
151,0.0684
152,0.0684
152,0.0622
153,0.0622
153,0.0617
154,0.0617
154,0.0615
155,0.0615
155,0.062
156,0.062
156,0.0599
157,0.0599
157,0.0601
158,0.0601
158,0.0577
159,0.0577
159,0.0563
160,0.0563
160,0.0565
161,0.0565
161,0.0582
162,0.0582
162,0.0576
163,0.0576
163,0.0586
164,0.0586
164,0.0592
165,0.0592
165,0.0615
166,0.0615
166,0.0594
167,0.0594
167,0.0584
168,0.0584
168,0.0596
169,0.0596
169,0.0605
170,0.0605
170,0.0608
171,0.0608
171,0.0615
172,0.0615
172,0.0616
173,0.0616
173,0.0626
174,0.0626
174,0.0611
175,0.0611
175,0.0614
176,0.0614
176,0.0602
177,0.0602
177,0.0593
178,0.0593
178,0.0575
179,0.0575
179,0.0611
180,0.0611
180,0.0606
181,0.0606
181,0.0633
182,0.0633
182,0.0649
183,0.0649
183,0.0645
184,0.0645
184,0.0642
185,0.0642
185,0.064
186,0.064
186,0.0652
187,0.0652
187,0.0642
188,0.0642
188,0.0603
189,0.0603
189,0.0602
190,0.0602
190,0.0612
191,0.0612
191,0.062
192,0.062
192,0.0594
193,0.0594
193,0.0596
194,0.0596
194,0.0584
195,0.0584
195,0.0585
196,0.0585
196,0.0571
197,0.0571
197,0.0565
198,0.0565
198,0.0562
199,0.0562
199,0.0557
200,0.0557
200,0.057
201,0.057
201,0.057
202,0.057
202,0.0559
203,0.0559
203,0.0553
204,0.0553
204,0.0537
205,0.0537
205,0.0569
206,0.0569
206,0.0561
207,0.0561
207,0.0571
208,0.0571
208,0.057
209,0.057
209,0.0579
210,0.0579
210,0.0569
211,0.0569
211,0.057
212,0.057
212,0.0603
213,0.0603
213,0.0604
214,0.0604
214,0.0607
215,0.0607
215,0.0608
216,0.0608
216,0.0605
217,0.0605
217,0.0613
218,0.0613
218,0.0617
219,0.0617
219,0.0606
220,0.0606
220,0.0584
221,0.0584
221,0.0589
222,0.0589
222,0.0602
223,0.0602
223,0.0598
224,0.0598
224,0.0618
225,0.0618
225,0.0602
226,0.0602
226,0.0612
227,0.0612
227,0.0626
228,0.0626
228,0.062
229,0.062
229,0.0614
230,0.0614
230,0.0613
231,0.0613
231,0.0632
232,0.0632
232,0.0631
233,0.0631
233,0.0622
234,0.0622
234,0.0592
235,0.0592
235,0.0592
236,0.0592
236,0.0562
237,0.0562
237,0.0545
238,0.0545
238,0.0572
239,0.0572
239,0.0579
240,0.0579
240,0.0575
241,0.0575
241,0.0556
242,0.0556
242,0.0544
243,0.0544
243,0.0539
244,0.0539
244,0.0547
245,0.0547
245,0.0545
246,0.0545
246,0.0531
247,0.0531
247,0.0534
248,0.0534
248,0.0532
249,0.0532
249,0.0532
250,0.0532
250,0.0547
251,0.0547
251,0.0554
252,0.0554
252,0.0592
253,0.0592
253,0.0593
254,0.0593
254,0.0588
255,0.0588
255,0.0606
256,0.0606
256,0.0616
257,0.0616
257,0.0602
258,0.0602
258,0.0607
259,0.0607
259,0.0671
260,0.0671
260,0.0629
261,0.0629
261,0.0645
262,0.0645
262,0.0637
263,0.0637
263,0.0647
264,0.0647
264,0.0642
265,0.0642
265,0.0644
266,0.0644
266,0.0645
267,0.0645
267,0.0612
268,0.0612
268,0.0619
269,0.0619
269,0.0617
270,0.0617
270,0.0619
271,0.0619
271,0.0618
272,0.0618
272,0.061
273,0.061
273,0.0656
274,0.0656
274,0.0663
275,0.0663
275,0.0663
276,0.0663
276,0.0659
277,0.0659
277,0.0663
278,0.0663
278,0.0667
279,0.0667
279,0.0644
280,0.0644
280,0.0658
281,0.0658
281,0.0644
282,0.0644
282,0.0672
283,0.0672
283,0.0676
284,0.0676
284,0.0684
285,0.0684
285,0.0679
286,0.0679
286,0.0687
287,0.0687
287,0.0688
288,0.0688
288,0.07
289,0.07
289,0.0695
290,0.0695
290,0.0701
291,0.0701
291,0.0712
292,0.0712
292,0.0714
293,0.0714
293,0.0681
294,0.0681
294,0.0704
295,0.0704
295,0.0709
296,0.0709
296,0.0709
297,0.0709
297,0.0722
298,0.0722
298,0.0738
299,0.0738
299,0.0718
300,0.0718
300,0.072
301,0.072
301,0.0719
302,0.0719
302,0.0711
303,0.0711
303,0.0702
304,0.0702
304,0.0708
305,0.0708
305,0.0691
306,0.0691
306,0.0703
307,0.0703
307,0.0659
308,0.0659
308,0.0657
309,0.0657
309,0.0647
310,0.0647
310,0.0619
311,0.0619
311,0.0608
312,0.0608
312,0.0617
313,0.0617
313,0.0612
314,0.0612
314,0.0563
315,0.0563
315,0.0574
316,0.0574
316,0.0572
317,0.0572
317,0.0572
318,0.0572
318,0.059
319,0.059
319,0.0585
320,0.0585
320,0.0587
321,0.0587
321,0.0585
322,0.0585
322,0.0582
323,0.0582
323,0.0579
324,0.0579
324,0.0583
325,0.0583
325,0.0572
326,0.0572
326,0.0559
327,0.0559
327,0.0577
328,0.0577
328,0.0523
329,0.0523
329,0.0528
330,0.0528
330,0.0542
331,0.0542
331,0.054
332,0.054
332,0.0529
333,0.0529
333,0.0524
334,0.0524
334,0.0531
335,0.0531
335,0.0542
336,0.0542
336,0.0536
337,0.0536
337,0.0493
338,0.0493
338,0.0487
339,0.0487
339,0.0485
340,0.0485
340,0.049
341,0.049
341,0.0473
342,0.0473
342,0.0485
343,0.0485
343,0.0481
344,0.0481
344,0.0484
345,0.0484
345,0.0479
346,0.0479
346,0.0477
347,0.0477
347,0.0475
348,0.0475
348,0.0467
349,0.0467
349,0.0437
350,0.0437
350,0.0438
351,0.0438
351,0.0438
352,0.0438
352,0.0434
353,0.0434
353,0.0436
354,0.0436
354,0.045
355,0.045
355,0.044
356,0.044
356,0.0436
357,0.0436
357,0.044
358,0.044
358,0.0445
359,0.0445
359,0.0457
360,0.0457
360,0.0452
361,0.0452
361,0.0441
362,0.0441
362,0.0453
363,0.0453
363,0.0455
364,0.0455
364,0.0446
365,0.0446
365,0.0447
366,0.0447
366,0.0447
367,0.0447
367,0.0448
368,0.0448
368,0.047
369,0.047
369,0.0466
370,0.0466
370,0.0473
371,0.0473
371,0.0459
372,0.0459
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373,0.0487
373,0.0472
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374,0.0522
375,0.0522
375,0.0514
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376,0.0522
377,0.0522
377,0.0518
378,0.0518
378,0.0523
379,0.0523
379,0.0571
380,0.0571
380,0.0571
381,0.0571
381,0.057
382,0.057
382,0.0565
383,0.0565
383,0.0573
384,0.0573
384,0.0588
385,0.0588
385,0.0593
386,0.0593
386,0.059
387,0.059
387,0.059
388,0.059
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389,0.0594
389,0.059
390,0.059
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392,0.058
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393,0.059
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398,0.059
398,0.0581
399,0.0581
399,0.0587
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400,0.0594
401,0.0594
401,0.0595
402,0.0595
402,0.0596
403,0.0596
403,0.0603
404,0.0603
404,0.0597
405,0.0597
405,0.0597
406,0.0597
406,0.061
407,0.061
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408,0.0614
409,0.0614
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410,0.0601
411,0.0601
411,0.0638
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414,0.0644
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415,0.0696
415,0.0702
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416,0.0694
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417,0.0681
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429,0.0576
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431,0.0597
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479,0.0502
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480,0.0521
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483,0.05
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487,0.0504
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515,0.0452
516,0.0452
516,0.0473
517,0.0473
517,0.0473
518,0.0473
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1941,0.0606
1942,0.0606
1942,0.0607
1943,0.0607
1943,0.0572
1944,0.0572
1944,0.0574
1945,0.0574
1945,0.0581
1946,0.0581
1946,0.0563
1947,0.0563
1947,0.0573
1948,0.0573
1948,0.0569
1949,0.0569
1949,0.0583
1950,0.0583
1950,0.0595
1951,0.0595
1951,0.0587
1952,0.0587
1952,0.0599
1953,0.0599
1953,0.0599
1954,0.0599
1954,0.0588
1955,0.0588
1955,0.0588
1956,0.0588
1956,0.0572
1957,0.0572
1957,0.0567
1958,0.0567
1958,0.0552
1959,0.0552
1959,0.0554
1960,0.0554
1960,0.0543
1961,0.0543
1961,0.0528
1962,0.0528
1962,0.0538
1963,0.0538
1963,0.0553
1964,0.0553
1964,0.0555
1965,0.0555
1965,0.0547
1966,0.0547
1966,0.0559
1967,0.0559
1967,0.0566
1968,0.0566
1968,0.0558
1969,0.0558
1969,0.0557
1970,0.0557
1970,0.0552
1971,0.0552
1971,0.0558
1972,0.0558
1972,0.0571
1973,0.0571
1973,0.0576
1974,0.0576
1974,0.0585
1975,0.0585
1975,0.059
1976,0.059
1976,0.0567
1977,0.0567
1977,0.0563
1978,0.0563
1978,0.0579
1979,0.0579
1979,0.0579
1980,0.0579
1980,0.0577
1981,0.0577
1981,0.0571
1982,0.0571
1982,0.0555
1983,0.0555
1983,0.0561
1984,0.0561
1984,0.0551
1985,0.0551
1985,0.0545
1986,0.0545
1986,0.0557
1987,0.0557
1987,0.056
1988,0.056
1988,0.0572
1989,0.0572
1989,0.0558
1990,0.0558
1990,0.0551
1991,0.0551
1991,0.0529
1992,0.0529
1992,0.052
1993,0.052
1993,0.0552
1994,0.0552
1994,0.0555
1995,0.0555
1995,0.0544
1996,0.0544
1996,0.0509
1997,0.0509
1997,0.0512
1998,0.0512
1998,0.0526
1999,0.0526
1999,0.0573
2000,0.0573
2000,0.0565
2001,0.0565
2001,0.0574
2002,0.0574
2002,0.057
2003,0.057
2003,0.058
2004,0.058
2004,0.0562
2005,0.0562
2005,0.0545
2006,0.0545
2006,0.0559
2007,0.0559
2007,0.0547
2008,0.0547
2008,0.0555
2009,0.0555
2009,0.0567
2010,0.0567
2010,0.0573
2011,0.0573
2011,0.0554
2012,0.0554
2012,0.0556
2013,0.0556
2013,0.0568
2014,0.0568
2014,0.0574
2015,0.0574
2015,0.0573
2016,0.0573
2016,0.0573
2017,0.0573
2017,0.056
2018,0.056
2018,0.0583
2019,0.0583
2019,0.057
2020,0.057
2020,0.058
2021,0.058
2021,0.0568
2022,0.0568
2022,0.0574
2023,0.0574
2023,0.058
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2027,0.0565
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