step,loss
1,0.0542
2,0.0542
2,0.0699
3,0.0699
3,0.0476
4,0.0476
4,0.0727
5,0.0727
5,0.0587
6,0.0587
6,0.0589
7,0.0589
7,0.0509
8,0.0509
8,0.0481
9,0.0481
9,0.0461
10,0.0461
10,0.0447
11,0.0447
11,0.0451
12,0.0451
12,0.0464
13,0.0464
13,0.05
14,0.05
14,0.05
15,0.05
15,0.0552
16,0.0552
16,0.0521
17,0.0521
17,0.0504
18,0.0504
18,0.0477
19,0.0477
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20,0.0475
20,0.0462
21,0.0462
21,0.0442
22,0.0442
22,0.0438
23,0.0438
23,0.042
24,0.042
24,0.0428
25,0.0428
25,0.0412
26,0.0412
26,0.0441
27,0.0441
27,0.0476
28,0.0476
28,0.0482
29,0.0482
29,0.0466
30,0.0466
30,0.0488
31,0.0488
31,0.0474
32,0.0474
32,0.0498
33,0.0498
33,0.0484
34,0.0484
34,0.0494
35,0.0494
35,0.049
36,0.049
36,0.0489
37,0.0489
37,0.0527
38,0.0527
38,0.0525
39,0.0525
39,0.0529
40,0.0529
40,0.0525
41,0.0525
41,0.0521
42,0.0521
42,0.0522
43,0.0522
43,0.0511
44,0.0511
44,0.0515
45,0.0515
45,0.0515
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46,0.0504
47,0.0504
47,0.051
48,0.051
48,0.0512
49,0.0512
49,0.0507
50,0.0507
50,0.0497
51,0.0497
51,0.0488
52,0.0488
52,0.0484
53,0.0484
53,0.0497
54,0.0497
54,0.0497
55,0.0497
55,0.0495
56,0.0495
56,0.0493
57,0.0493
57,0.0478
58,0.0478
58,0.0494
59,0.0494
59,0.049
60,0.049
60,0.0497
61,0.0497
61,0.0492
62,0.0492
62,0.0492
63,0.0492
63,0.0506
64,0.0506
64,0.0527
65,0.0527
65,0.053
66,0.053
66,0.0554
67,0.0554
67,0.0544
68,0.0544
68,0.0536
69,0.0536
69,0.0535
70,0.0535
70,0.0532
71,0.0532
71,0.0536
72,0.0536
72,0.054
73,0.054
73,0.054
74,0.054
74,0.0538
75,0.0538
75,0.0534
76,0.0534
76,0.0534
77,0.0534
77,0.0546
78,0.0546
78,0.0555
79,0.0555
79,0.0552
80,0.0552
80,0.0555
81,0.0555
81,0.0549
82,0.0549
82,0.0525
83,0.0525
83,0.0522
84,0.0522
84,0.0543
85,0.0543
85,0.0523
86,0.0523
86,0.0533
87,0.0533
87,0.0516
88,0.0516
88,0.0529
89,0.0529
89,0.0523
90,0.0523
90,0.0524
91,0.0524
91,0.0517
92,0.0517
92,0.0489
93,0.0489
93,0.0507
94,0.0507
94,0.0494
95,0.0494
95,0.0503
96,0.0503
96,0.0497
97,0.0497
97,0.0498
98,0.0498
98,0.0509
99,0.0509
99,0.0497
100,0.0497
100,0.0505
101,0.0505
101,0.0511
102,0.0511
102,0.0502
103,0.0502
103,0.0515
104,0.0515
104,0.0529
105,0.0529
105,0.0534
106,0.0534
106,0.0534
107,0.0534
107,0.0534
108,0.0534
108,0.0514
109,0.0514
109,0.0511
110,0.0511
110,0.0504
111,0.0504
111,0.0504
112,0.0504
112,0.0529
113,0.0529
113,0.0514
114,0.0514
114,0.0491
115,0.0491
115,0.0484
116,0.0484
116,0.0486
117,0.0486
117,0.0486
118,0.0486
118,0.0466
119,0.0466
119,0.0452
120,0.0452
120,0.0443
121,0.0443
121,0.0437
122,0.0437
122,0.0445
123,0.0445
123,0.0447
124,0.0447
124,0.0439
125,0.0439
125,0.0424
126,0.0424
126,0.0424
127,0.0424
127,0.0416
128,0.0416
128,0.0431
129,0.0431
129,0.0432
130,0.0432
130,0.0442
131,0.0442
131,0.045
132,0.045
132,0.0449
133,0.0449
133,0.0462
134,0.0462
134,0.0463
135,0.0463
135,0.0467
136,0.0467
136,0.0461
137,0.0461
137,0.0475
138,0.0475
138,0.0474
139,0.0474
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140,0.0458
140,0.0464
141,0.0464
141,0.0473
142,0.0473
142,0.0489
143,0.0489
143,0.048
144,0.048
144,0.0482
145,0.0482
145,0.0482
146,0.0482
146,0.0482
147,0.0482
147,0.0481
148,0.0481
148,0.0463
149,0.0463
149,0.0481
150,0.0481
150,0.048
151,0.048
151,0.0485
152,0.0485
152,0.0474
153,0.0474
153,0.0462
154,0.0462
154,0.0462
155,0.0462
155,0.0457
156,0.0457
156,0.045
157,0.045
157,0.0451
158,0.0451
158,0.0433
159,0.0433
159,0.0415
160,0.0415
160,0.0418
161,0.0418
161,0.0421
162,0.0421
162,0.0416
163,0.0416
163,0.0431
164,0.0431
164,0.043
165,0.043
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166,0.0464
166,0.0461
167,0.0461
167,0.0435
168,0.0435
168,0.0458
169,0.0458
169,0.0461
170,0.0461
170,0.0479
171,0.0479
171,0.0489
172,0.0489
172,0.049
173,0.049
173,0.0504
174,0.0504
174,0.05
175,0.05
175,0.0506
176,0.0506
176,0.048
177,0.048
177,0.0477
178,0.0477
178,0.0472
179,0.0472
179,0.0482
180,0.0482
180,0.0478
181,0.0478
181,0.0481
182,0.0481
182,0.0491
183,0.0491
183,0.0485
184,0.0485
184,0.0485
185,0.0485
185,0.0479
186,0.0479
186,0.0483
187,0.0483
187,0.0488
188,0.0488
188,0.0471
189,0.0471
189,0.0474
190,0.0474
190,0.0493
191,0.0493
191,0.0506
192,0.0506
192,0.05
193,0.05
193,0.0499
194,0.0499
194,0.0493
195,0.0493
195,0.0494
196,0.0494
196,0.0475
197,0.0475
197,0.0461
198,0.0461
198,0.0481
199,0.0481
199,0.0475
200,0.0475
200,0.0476
201,0.0476
201,0.0476
202,0.0476
202,0.0482
203,0.0482
203,0.0476
204,0.0476
204,0.0457
205,0.0457
205,0.0457
206,0.0457
206,0.0452
207,0.0452
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208,0.0462
208,0.0462
209,0.0462
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210,0.0459
211,0.0459
211,0.0459
212,0.0459
212,0.0461
213,0.0461
213,0.0464
214,0.0464
214,0.0464
215,0.0464
215,0.0469
216,0.0469
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217,0.0485
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218,0.049
218,0.0493
219,0.0493
219,0.0488
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220,0.0454
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223,0.0466
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224,0.0454
225,0.0454
225,0.0436
226,0.0436
226,0.0444
227,0.0444
227,0.0457
228,0.0457
228,0.0447
229,0.0447
229,0.044
230,0.044
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231,0.0439
231,0.0446
232,0.0446
232,0.0448
233,0.0448
233,0.0442
234,0.0442
234,0.0438
235,0.0438
235,0.0438
236,0.0438
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237,0.0421
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239,0.0421
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240,0.0426
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244,0.039
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250,0.0351
250,0.0364
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253,0.0365
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255,0.0373
255,0.0383
256,0.0383
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257,0.039
258,0.039
258,0.0397
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261,0.0412
262,0.0412
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263,0.0423
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265,0.0425
265,0.0425
266,0.0425
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267,0.0425
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293,0.0515
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295,0.0511
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297,0.0511
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298,0.0534
299,0.0534
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303,0.0526
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1938,0.0344
1938,0.0344
1939,0.0344
1939,0.0351
1940,0.0351
1940,0.0355
1941,0.0355
1941,0.0356
1942,0.0356
1942,0.0361
1943,0.0361
1943,0.0347
1944,0.0347
1944,0.035
1945,0.035
1945,0.0353
1946,0.0353
1946,0.0343
1947,0.0343
1947,0.0348
1948,0.0348
1948,0.0348
1949,0.0348
1949,0.0363
1950,0.0363
1950,0.0369
1951,0.0369
1951,0.0367
1952,0.0367
1952,0.0382
1953,0.0382
1953,0.0382
1954,0.0382
1954,0.0377
1955,0.0377
1955,0.0377
1956,0.0377
1956,0.0383
1957,0.0383
1957,0.0373
1958,0.0373
1958,0.0365
1959,0.0365
1959,0.0365
1960,0.0365
1960,0.035
1961,0.035
1961,0.0331
1962,0.0331
1962,0.0341
1963,0.0341
1963,0.0343
1964,0.0343
1964,0.0337
1965,0.0337
1965,0.0336
1966,0.0336
1966,0.0337
1967,0.0337
1967,0.0339
1968,0.0339
1968,0.0328
1969,0.0328
1969,0.0328
1970,0.0328
1970,0.0325
1971,0.0325
1971,0.033
1972,0.033
1972,0.0342
1973,0.0342
1973,0.034
1974,0.034
1974,0.0349
1975,0.0349
1975,0.0356
1976,0.0356
1976,0.0352
1977,0.0352
1977,0.0348
1978,0.0348
1978,0.0344
1979,0.0344
1979,0.0344
1980,0.0344
1980,0.0343
1981,0.0343
1981,0.035
1982,0.035
1982,0.0364
1983,0.0364
1983,0.0367
1984,0.0367
1984,0.0362
1985,0.0362
1985,0.035
1986,0.035
1986,0.0357
1987,0.0357
1987,0.036
1988,0.036
1988,0.0373
1989,0.0373
1989,0.0363
1990,0.0363
1990,0.0356
1991,0.0356
1991,0.0353
1992,0.0353
1992,0.0349
1993,0.0349
1993,0.0353
1994,0.0353
1994,0.035
1995,0.035
1995,0.0349
1996,0.0349
1996,0.0344
1997,0.0344
1997,0.0342
1998,0.0342
1998,0.0359
1999,0.0359
1999,0.0359
2000,0.0359
2000,0.0357
2001,0.0357
2001,0.0363
2002,0.0363
2002,0.0367
2003,0.0367
2003,0.0378
2004,0.0378
2004,0.036
2005,0.036
2005,0.0346
2006,0.0346
2006,0.0343
2007,0.0343
2007,0.0328
2008,0.0328
2008,0.0331
2009,0.0331
2009,0.0343
2010,0.0343
2010,0.0348
2011,0.0348
2011,0.034
2012,0.034
2012,0.0339
2013,0.0339
2013,0.0343
2014,0.0343
2014,0.0348
2015,0.0348
2015,0.0349
2016,0.0349
2016,0.0349
2017,0.0349
2017,0.0336
2018,0.0336
2018,0.0327
2019,0.0327
2019,0.033
2020,0.033
2020,0.0342
2021,0.0342
2021,0.0341
2022,0.0341
2022,0.0342
2023,0.0342
2023,0.0348
2024,0.0348
2024,0.0348
2025,0.0348
2025,0.0345
2026,0.0345
2026,0.034
2027,0.034
2027,0.0333
2028,0.0333
2028,0.0321
2029,0.0321
2029,0.0315
2030,0.0315
2030,0.0315
2031,0.0315
2031,0.0315
2032,0.0315
2032,0.0321
2033,0.0321
2033,0.0326
2034,0.0326
2034,0.0341
2035,0.0341
2035,0.0335
2036,0.0335
2036,0.0321
2037,0.0321
2037,0.0309
2038,0.0309
2038,0.0311
2039,0.0311
2039,0.0316
2040,0.0316
2040,0.0316
2041,0.0316
2041,0.0304
2042,0.0304
2042,0.0308
2043,0.0308
2043,0.0295
2044,0.0295
2044,0.03
2045,0.03
2045,0.0304
2046,0.0304
2046,0.0323
2047,0.0323
2047,0.0324
2048,0.0324
2048,0.033
2049,0.033
2049,0.034
2050,0.034
2050,0.0349
2051,0.0349
2051,0.0349
2052,0.0349
2052,0.0351
2053,0.0351
2053,0.034
2054,0.034
2054,0.0335
2055,0.0335
2055,0.0341
2056,0.0341
2056,0.0332
2057,0.0332
2057,0.033
2058,0.033
2058,0.0324
2059,0.0324
2059,0.0332
2060,0.0332
2060,0.0333
2061,0.0333
2061,0.0334
2062,0.0334
2062,0.0337
2063,0.0337
2063,0.0334
2064,0.0334
2064,0.0328
2065,0.0328
2065,0.0334
2066,0.0334
2066,0.0339
2067,0.0339
2067,0.0337
2068,0.0337
2068,0.0336
2069,0.0336
2069,0.033
2070,0.033
2070,0.0325
2071,0.0325
2071,0.0329
2072,0.0329
2072,0.0329
2073,0.0329
2073,0.0341
2074,0.0341
2074,0.0334
2075,0.0334
2075,0.034
2076,0.034
2076,0.0338
2077,0.0338
2077,0.034
2078,0.034
2078,0.0339
2079,0.0339
2079,0.0342
2080,0.0342
2080,0.0342
2081,0.0342
2081,0.0342
2082,0.0342
2082,0.0344
2083,0.0344
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2084,0.0341
2085,0.0341
2085,0.035
2086,0.035
2086,0.035
2087,0.035
2087,0.0348
2088,0.0348
2088,0.0345
2089,0.0345
2089,0.0336
2090,0.0336
2090,0.0354
2091,0.0354
2091,0.0363
2092,0.0363
2092,0.0368
2093,0.0368
2093,0.0376
2094,0.0376
2094,0.0389
2095,0.0389
2095,0.0399
2096,0.0399
2096,0.0411
2097,0.0411
2097,0.0409
2098,0.0409
2098,0.0409
2099,0.0409
2099,0.0409
2100,0.0409
2100,0.041
2101,0.041
2101,0.0391
2102,0.0391
2102,0.039
2103,0.039
2103,0.0388
2104,0.0388
2104,0.0381
2105,0.0381
2105,0.0367
2106,0.0367
2106,0.0373
2107,0.0373
2107,0.038
2108,0.038
2108,0.0391
2109,0.0391
2109,0.0393
2110,0.0393
2110,0.0388
2111,0.0388
2111,0.0395
2112,0.0395
2112,0.0393
2113,0.0393
2113,0.0385
2114,0.0385
2114,0.0377
2115,0.0377
2115,0.0379
2116,0.0379
2116,0.0381
2117,0.0381
2117,0.0389
2118,0.0389
2118,0.0395
2119,0.0395
2119,0.0396
2120,0.0396
2120,0.0394
2121,0.0394
2121,0.0386
2122,0.0386
2122,0.0387
2123,0.0387
2123,0.0388
2124,0.0388
2124,0.0388
2125,0.0388
2125,0.0388
2126,0.0388
2126,0.0388
2127,0.0388
2127,0.0393
2128,0.0393
2128,0.0374
2129,0.0374
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2130,0.0374
2130,0.0353
2131,0.0353
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2134,0.0351
2135,0.0351
2135,0.0364
2136,0.0364
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2137,0.0362
2138,0.0362
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2140,0.0368
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2141,0.0374
2142,0.0374
2142,0.0377
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2160,0.0314
2160,0.0319
2161,0.0319
2161,0.0319
2162,0.0319
2162,0.0301
2163,0.0301
2163,0.0289
2164,0.0289
2164,0.03
2165,0.03
2165,0.0299
2166,0.0299
2166,0.0295
2167,0.0295
2167,0.0309
2168,0.0309
2168,0.0306
2169,0.0306
2169,0.0306
2170,0.0306
2170,0.0308
2171,0.0308
2171,0.0302
2172,0.0302
2172,0.0295
2173,0.0295
2173,0.0292
2174,0.0292
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2175,0.0285
2175,0.0284
2176,0.0284
2176,0.0283
2177,0.0283
2177,0.0283
2178,0.0283
2178,0.0286
2179,0.0286
2179,0.0304
2180,0.0304
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2181,0.0304
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2182,0.0301
2182,0.0307
2183,0.0307
2183,0.0321
2184,0.0321
2184,0.0327
2185,0.0327
2185,0.0326
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2186,0.033
2187,0.033
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2199,0.0341
2200,0.0341
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2201,0.0354
2201,0.0372
2202,0.0372
2202,0.0372
2203,0.0372
2203,0.0377
2204,0.0377
2204,0.0373
2205,0.0373
2205,0.036
2206,0.036
2206,0.0363
2207,0.0363
2207,0.0363
2208,0.0363
2208,0.0353
2209,0.0353
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2210,0.0362
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2211,0.036
2211,0.0348
2212,0.0348
2212,0.0354
2213,0.0354
2213,0.0358
2214,0.0358
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2220,0.0384
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2221,0.038
2222,0.038
2222,0.0369
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2223,0.0376
2224,0.0376
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2225,0.0376
2225,0.0368
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2226,0.0372
2227,0.0372
2227,0.0375
2228,0.0375
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2229,0.0371
2229,0.0377
2230,0.0377
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2231,0.037
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2232,0.0372
2232,0.0366
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2234,0.037
2234,0.0357
2235,0.0357
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2238,0.037
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2239,0.0366
2240,0.0366
2240,0.0381
2241,0.0381
2241,0.0378
2242,0.0378
2242,0.0378
2243,0.0378
2243,0.0375
2244,0.0375
2244,0.0374
2245,0.0374
2245,0.0356
2246,0.0356
2246,0.0359
2247,0.0359
2247,0.0351
2248,0.0351
2248,0.0347
2249,0.0347
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2250,0.0347
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2251,0.0348
2251,0.0345
2252,0.0345
2252,0.0343
2253,0.0343
2253,0.0344
2254,0.0344
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2257,0.0327
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