mask-ddpm/example/results/runs/config__seed1337/train_log.csv

1	epoch	step	loss	loss_cont	loss_disc
2	0	0	3183.833496	4547.250000	2.165921
3	0	10	4260.964844	6086.371094	1.477616
4	0	20	2116.119873	3022.433350	1.257380
5	0	30	3882.547119	5545.978516	1.078264
6	0	40	2126.222656	3036.978516	0.966898
7	0	50	2942.983643	4203.791504	0.981975
8	0	60	3079.097900	4398.337402	0.751671
9	0	70	2756.608154	3937.662598	0.690103
10	0	80	2882.933350	4118.061523	0.833904
11	0	90	3349.992188	4785.333496	0.757422
12	0	100	1741.162476	2487.016113	0.741698
13	0	110	1668.691528	2383.486084	0.736027
14	0	120	1626.804077	2323.649658	0.714632
15	0	130	1739.610596	2484.779053	0.805368
16	0	140	1190.108276	1699.823975	0.678712
17	0	150	1587.094727	2266.948242	0.682505
18	0	160	1427.858887	2039.499756	0.609859
19	0	170	1811.523193	2587.579590	0.641686
20	0	180	1308.677856	1869.259033	0.509748
21	0	190	1787.746948	2553.791260	0.202289
22	0	200	1296.434937	1851.945190	0.162002
23	0	210	1573.985596	2248.483643	0.062722
24	0	220	1657.316772	2367.471191	0.214760
25	0	230	1573.392700	2247.636719	0.068238
26	0	240	1417.035889	2024.277466	0.049557
27	0	250	1549.874023	2214.043213	0.047622
28	0	260	1425.188721	2035.934326	0.038305
29	0	270	1193.563599	1704.947876	0.255677
30	0	280	1639.197632	2341.459473	0.510232
31	0	290	1509.789917	2156.656494	0.358221
32	0	300	1520.971924	2172.569580	0.499612
33	0	310	1448.923096	2069.689209	0.405220
34	0	320	1509.381592	2156.093506	0.324874
35	0	330	1431.812378	2045.166016	0.590879
36	0	340	1586.484375	2265.996826	0.895936
37	0	350	1540.961792	2200.998291	0.807437
38	0	360	1403.801270	2005.122559	0.650033
39	0	370	1182.521973	1689.022095	0.607263
40	0	380	1575.898926	2250.958496	0.672297
41	0	390	1119.291748	1598.626587	0.761839
42	0	400	1457.056763	2081.217529	0.623194
43	0	410	1458.964355	2083.939697	0.627759
44	0	420	1857.774902	2653.647217	0.657969
45	0	430	1479.923218	2113.928467	0.519893
46	0	440	1556.646851	2223.401611	0.798703
47	0	450	1512.004028	2159.686768	0.684771
48	0	460	1503.624146	2147.708740	0.707785
49	0	470	1485.873047	2122.466064	0.437047
50	0	480	1240.096558	1771.299438	0.569240
51	0	490	1520.380493	2171.614014	0.783165
52	0	500	1390.873169	1986.582886	0.827785
53	0	510	1466.522095	2094.705078	0.713094
54	0	520	1343.955078	1919.605347	0.707818
55	0	530	1489.076904	2126.915771	0.734974
56	0	540	1373.783813	1962.234985	0.680721
57	0	550	1483.088501	2118.368652	0.715005
58	0	560	1375.881714	1965.243042	0.646410
59	0	570	1489.005127	2126.831543	0.696469
60	0	580	1442.773315	2060.724854	0.844003
61	0	590	1448.177979	2068.571533	0.545372
62	0	600	1465.157715	2092.761230	0.707009
63	0	610	1417.420410	2024.518066	0.810667
64	0	620	1580.409302	2257.281982	0.981756
65	0	630	1380.472656	1971.689453	0.917575
66	0	640	1359.237793	1941.466919	0.650692
67	0	650	1409.855713	2013.786499	0.632975
68	0	660	1321.520020	1887.537476	0.760216
69	0	670	1487.645386	2124.899902	0.669072
70	0	680	1452.418335	2074.552979	0.725417
71	0	690	1441.415161	2058.786133	0.834513
72	0	700	1402.777588	2003.592529	0.817658
73	0	710	1485.798706	2122.215820	0.770396
74	0	720	1443.123169	2061.236084	0.801226
75	0	730	1562.140747	2231.276367	0.760848
76	0	740	1465.517090	2093.262695	0.718800
77	0	750	1503.987549	2148.218994	0.731936
78	0	760	1463.923584	2091.003906	0.680780
79	0	770	1248.211670	1782.830566	0.706683
80	0	780	1291.236084	1844.320435	0.651371
81	0	790	1389.062012	1984.033691	0.709403
82	1	0	1192.243164	1702.854980	0.694978
83	1	10	1406.769165	2009.306519	0.767720
84	1	20	1403.562134	2004.855957	0.472092
85	1	30	1455.620605	2079.084473	0.809346
86	1	40	1511.905029	2159.533203	0.690817
87	1	50	1361.750732	1945.103149	0.523287
88	1	60	1441.327515	2058.760498	0.602468
89	1	70	1538.143433	2197.074707	0.577835
90	1	80	1556.282959	2222.928955	0.707042
91	1	90	1408.079956	2011.192383	0.755949
92	1	100	1252.612061	1789.158936	0.587348
93	1	110	1425.406250	2035.969116	0.702207
94	1	120	1466.847290	2095.232422	0.559751
95	1	130	1442.323730	2060.066650	0.864437
96	1	140	1486.157593	2122.814209	0.568802
97	1	150	1354.899292	1935.276489	0.622464
98	1	160	1523.623169	2176.253174	0.764237
99	1	170	1375.681519	1964.998901	0.545158
100	1	180	1432.013916	2045.550781	0.364375
101	1	190	1573.346191	2247.483154	0.293261
102	1	200	1373.219238	1961.681885	0.073897
103	1	210	1200.231689	1714.564941	0.044114
104	1	220	1443.027466	2061.372070	0.153626
105	1	230	1392.894165	1989.752197	0.159111
106	1	240	1248.433350	1783.423218	0.045142
107	1	250	1399.079956	1998.641724	0.046081
108	1	260	1043.950562	1491.313354	0.026152
109	1	270	1386.855713	1981.114624	0.190385
110	1	280	1301.704956	1859.409668	0.327215
111	1	290	1453.345703	2075.958252	0.534003
112	1	300	1007.209778	1438.617432	0.507804
113	1	310	1420.263184	2028.741821	0.432041
114	1	320	1401.183838	2001.453613	0.500705
115	1	330	1162.425659	1660.487305	0.229063
116	1	340	1444.356934	2063.087402	0.597427
117	1	350	1515.763794	2165.058105	0.693658
118	1	360	1176.056152	1679.809082	0.579492
119	1	370	1488.808594	2126.468262	0.875025
120	1	380	1483.213379	2118.474854	0.880310
121	1	390	1530.847290	2186.571533	0.770389
122	1	400	1452.788818	2075.002686	0.902439
123	1	410	1051.481812	1501.793091	0.699194
124	1	420	1325.271729	1892.873901	0.817299
125	1	430	1221.533203	1744.660034	0.826395
126	1	440	1364.080688	1948.351685	0.644970
127	1	450	1425.246582	2035.773926	0.599805
128	1	460	1392.415894	1988.808228	0.766945
129	1	470	1398.283203	1997.180542	0.804351
130	1	480	1357.390625	1938.774780	0.782836
131	1	490	1385.345947	1978.764404	0.652330
132	1	500	1436.315063	2051.581055	0.641387
133	1	510	1381.300049	1972.979248	0.665288
134	1	520	1531.555908	2187.629395	0.669540
135	1	530	1423.214111	2032.781616	0.844305
136	1	540	1489.749756	2127.918945	0.644862
137	1	550	1448.497803	2068.940674	0.748062
138	1	560	1345.417603	1921.640747	0.847624
139	1	570	1427.397217	2038.823608	0.692119
140	1	580	1386.693604	1980.625854	0.800293
141	1	590	1386.573486	1980.441284	0.837725
142	1	600	1465.146729	2092.761719	0.667743
143	1	610	1482.564819	2117.677246	0.584602
144	1	620	1376.572876	1966.167847	0.800428
145	1	630	918.296814	1311.554321	0.632072
146	1	640	1324.733643	1892.135132	0.743117
147	1	650	1401.460938	2001.751953	0.737485
148	1	660	1447.588745	2067.669678	0.687752
149	1	670	1245.077515	1778.398438	0.618556
150	1	680	1341.766846	1916.551758	0.543834
151	1	690	1405.754150	2007.927124	0.623327
152	1	700	1443.610107	2061.937988	0.797176
153	1	710	1411.496216	2016.130127	0.640040
154	1	720	1356.189331	1937.049805	0.798009
155	1	730	1274.552490	1820.477051	0.670119
156	1	740	1423.458984	2033.200562	0.676492
157	1	750	1479.755005	2113.521973	0.918397
158	1	760	1450.786987	2072.183105	0.813719
159	1	770	1281.817139	1830.844849	0.705245
160	1	780	1346.415405	1923.209106	0.519566
161	1	790	1358.163574	1939.853638	0.828874
162	2	0	1310.122192	1871.381714	0.418646
163	2	10	1361.304565	1944.360352	0.766878
164	2	20	1466.903442	2095.298584	0.591117
165	2	30	1188.091553	1696.908447	0.785655
166	2	40	1031.407104	1473.176514	0.537891
167	2	50	1450.158569	2071.397949	0.552217
168	2	60	1406.581543	2009.071777	0.715261
169	2	70	1425.637939	2036.380127	0.512891
170	2	80	1281.622070	1830.561768	0.705330
171	2	90	1403.056030	2004.125000	0.509431
172	2	100	921.419739	1315.966064	0.738051
173	2	110	1476.578735	2109.053467	0.758207
174	2	120	1449.954224	2071.107666	0.521591
175	2	130	1636.102051	2337.042969	0.519529
176	2	140	1452.944824	2075.289551	0.746595
177	2	150	1463.096558	2089.815918	0.694976
178	2	160	1442.698608	2060.724121	0.573986
179	2	170	1278.251953	1825.785767	0.605055
180	2	180	1307.614746	1867.812744	0.415971
181	2	190	1470.441772	2100.503418	0.248311
182	2	200	1396.237671	1994.438232	0.381042
183	2	210	1387.538574	1982.151001	0.054129
184	2	220	1439.064453	2055.743652	0.090782
185	2	230	1205.754150	1722.462646	0.061438
186	2	240	1364.279419	1948.926514	0.055147
187	2	250	1439.678833	2056.550781	0.255331
188	2	260	1400.453857	2000.613892	0.035497
189	2	270	1358.423462	1940.484863	0.233596
190	2	280	1438.205200	2054.382324	0.407459
191	2	290	1228.822510	1755.127930	0.715387
192	2	300	1432.869751	2046.666626	0.633316
193	2	310	1407.755005	2010.844116	0.493981
194	2	320	1333.771729	1905.215942	0.346601
195	2	330	1399.125488	1998.428223	0.710479
196	2	340	1320.554199	1886.152832	0.781575
197	2	350	1441.380615	2058.753662	0.800905
198	2	360	1284.714478	1835.115845	0.395085
199	2	370	1482.997559	2118.269043	0.645539
200	2	380	1493.872192	2133.795166	0.676303
201	2	390	1374.022339	1962.591675	0.646625
202	2	400	1350.922241	1929.632324	0.554588
203	2	410	1353.784302	1933.590454	0.853464
204	2	420	1225.463135	1750.319458	0.742598
205	2	430	1374.721436	1963.573486	0.688309
206	2	440	1363.357910	1947.348022	0.670548
207	2	450	1327.532227	1896.116577	0.789792
208	2	460	1122.100342	1602.577515	0.931781
209	2	470	1462.956421	2089.627197	0.680613
210	2	480	1028.083862	1468.319336	0.826784
211	2	490	1444.081421	2062.705322	0.585638
212	2	500	1326.344604	1894.331787	0.993218
213	2	510	1400.913696	2000.963989	0.748535
214	2	520	1399.426270	1998.923096	0.551655
215	2	530	1317.556152	1881.988647	0.506432
216	2	540	1462.125244	2088.394531	0.785299
217	2	550	1318.631836	1883.374390	0.853133
218	2	560	1400.045166	1999.746948	0.703460
219	2	570	1338.887451	1912.402100	0.640872
220	2	580	1398.414673	1997.384155	0.776960
221	2	590	1335.390625	1907.374634	0.717682
222	2	600	1407.163574	2009.879639	0.782327
223	2	610	1103.324097	1575.834595	0.737488
224	2	620	1469.277954	2098.603271	0.803315
225	2	630	1377.150635	1967.023315	0.728316
226	2	640	1284.598755	1834.763550	0.835004
227	2	650	1468.784790	2097.991455	0.595406
228	2	660	1310.691284	1872.121460	0.631713
229	2	670	1328.395996	1897.360840	0.761301
230	2	680	1329.978882	1899.589111	0.844821
231	2	690	1358.114746	1939.866577	0.648494
232	2	700	1330.349365	1900.161133	0.732546
233	2	710	1094.310059	1562.884155	0.919431
234	2	720	996.794189	1423.642334	0.752403
235	2	730	1509.052979	2155.485352	0.665574
236	2	740	1437.262085	2052.928711	0.656775
237	2	750	1192.932983	1703.909546	0.612598
238	2	760	1379.242432	1969.965454	0.834590
239	2	770	1392.717285	1989.165649	0.952917
240	2	780	1409.844727	2013.728760	0.735940
241	2	790	1354.926025	1935.198608	0.906308
242	3	0	1474.789917	2106.657959	0.320913
243	3	10	1233.481934	1761.912109	0.392319
244	3	20	1306.513062	1866.142334	0.642290
245	3	30	1382.109497	1974.100830	0.742490
246	3	40	1445.045044	2063.961670	0.848702
247	3	50	1220.986694	1743.925171	0.746243
248	3	60	1394.458252	1991.725220	0.764863
249	3	70	1016.398865	1451.727417	0.572467
250	3	80	1347.343140	1924.485474	0.622466
251	3	90	1479.106567	2112.760010	0.535122
252	3	100	1501.767090	2145.130859	0.539186
253	3	110	1398.487793	1997.606934	0.498223
254	3	120	1387.138550	1981.401611	0.481850
255	3	130	1333.497559	1904.718262	0.600926
256	3	140	1406.692749	2009.258911	0.649231
257	3	150	1528.006348	2182.471680	0.858538
258	3	160	1194.264404	1705.728760	0.790984
259	3	170	1344.019165	1919.763550	0.560959
260	3	180	1385.327637	1978.867432	0.341166
261	3	190	1249.843018	1785.375000	0.201357
262	3	200	1339.098267	1912.930420	0.108677
263	3	210	1351.928833	1931.249634	0.125045
264	3	220	1321.489258	1887.758179	0.145731
265	3	230	1481.554321	2116.449707	0.080655
266	3	240	1444.743042	2063.873535	0.057254
267	3	250	1311.291382	1873.229736	0.063893
268	3	260	1436.432129	2052.005859	0.049077
269	3	270	1325.572388	1893.491333	0.382297
270	3	280	1379.625122	1970.720947	0.355222
271	3	290	1244.760986	1777.933716	0.640860
272	3	300	1251.521851	1787.569702	0.691775
273	3	310	1193.661743	1704.999512	0.483678
274	3	320	1392.481445	1989.121948	0.277586
275	3	330	1371.599854	1959.125244	0.661989
276	3	340	1388.293945	1983.006958	0.576749
277	3	350	1410.410889	2014.557007	0.690085
278	3	360	1290.459351	1843.239502	0.588218
279	3	370	1386.642700	1980.658325	0.561619
280	3	380	1431.838501	2045.134766	0.765934
281	3	390	1330.940796	1900.982300	0.790070
282	3	400	1386.725098	1980.703491	0.723482
283	3	410	1281.702271	1830.694702	0.678544
284	3	420	1450.241821	2071.481689	0.639323
285	3	430	1334.888794	1906.645142	0.746211
286	3	440	1475.799194	2107.986328	0.650364
287	3	450	1324.678589	1892.029785	0.807135
288	3	460	1354.497681	1934.654175	0.756229
289	3	470	1107.910522	1582.490601	0.500695
290	3	480	1435.326904	2050.153564	0.674719
291	3	490	1319.159912	1884.216187	0.647862
292	3	500	1340.236450	1914.410034	0.445445
293	3	510	1342.714111	1917.880615	0.612413
294	3	520	1348.723022	1926.403320	0.760435
295	3	530	1276.793091	1823.782227	0.438722
296	3	540	1405.454834	2007.481689	0.681101
297	3	550	1302.241211	1859.974121	0.819137
298	3	560	1539.127075	2198.369385	0.854926
299	3	570	1331.934326	1902.481323	0.614280
300	3	580	1194.027344	1705.411621	0.751001
301	3	590	1362.927124	1946.679688	0.793889
302	3	600	1361.725342	1944.994141	0.720772
303	3	610	1373.232910	1961.463135	0.653718
304	3	620	1302.502075	1860.420044	0.657502
305	3	630	1317.537964	1881.926880	0.589975
306	3	640	1428.997559	2041.073120	0.772419
307	3	650	1255.266235	1792.909302	0.719631
308	3	660	1291.690918	1844.971436	0.659025
309	3	670	1378.569824	1969.075317	0.679549
310	3	680	1198.053833	1711.111084	0.873652
311	3	690	1250.473877	1786.015625	0.839820
312	3	700	1291.293457	1844.336548	0.809987
313	3	710	1389.156494	1984.216309	0.640415
314	3	720	1451.439941	2073.153809	0.734372
315	3	730	1389.186523	1984.201538	0.775694
316	3	740	1460.354492	2085.836182	0.858047
317	3	750	1494.142822	2134.183350	0.665175
318	3	760	1398.958862	1998.135132	0.834417
319	3	770	1360.851929	1943.689453	0.848515
320	3	780	1288.482056	1840.310547	0.838317
321	3	790	1344.724854	1920.667847	0.813874
322	4	0	1331.611694	1902.077393	0.427302
323	4	10	1351.088379	1929.804443	0.674919
324	4	20	1344.562988	1920.547607	0.537479
325	4	30	1380.292236	1971.577881	0.562771
326	4	40	1476.475220	2108.975098	0.584272
327	4	50	1437.855591	2053.761719	0.683065
328	4	60	1447.503418	2067.565674	0.635268
329	4	70	1396.583374	1994.818115	0.656298
330	4	80	1402.370972	2003.057617	0.716676
331	4	90	1463.434814	2090.305176	0.693182
332	4	100	1411.198120	2015.713135	0.622315
333	4	110	1334.692871	1906.357178	0.763460
334	4	120	1379.127930	1969.912598	0.586174
335	4	130	1254.672119	1792.081055	0.657634
336	4	140	1264.629639	1806.285645	0.714038
337	4	150	1438.762817	2055.045410	0.714952
338	4	160	1412.637085	2017.642944	0.910181
339	4	170	1364.711670	1949.279053	0.664152
340	4	180	1377.968384	1968.219849	0.666259
341	4	190	1494.332520	2134.637451	0.229824
342	4	200	1355.711548	1936.567505	0.320178
343	4	210	1419.343994	2027.532837	0.179927
344	4	220	1143.623535	1633.558594	0.391724
345	4	230	1454.817993	2078.259033	0.068267
346	4	240	1330.723755	1900.961304	0.117085
347	4	250	1415.292480	2021.797607	0.066861
348	4	260	1369.316406	1956.117920	0.069667
349	4	270	1443.334351	2061.570801	0.715960
350	4	280	1381.048340	1972.641846	0.615013
351	4	290	1400.020752	1999.707031	0.697925
352	4	300	1270.261475	1814.306152	0.769272
353	4	310	1416.783691	2023.819092	0.320928
354	4	320	1380.434082	1971.820557	0.481759
355	4	330	1394.524292	1991.854858	0.708896
356	4	340	1390.549316	1986.302368	0.411659
357	4	350	1219.830078	1742.383301	0.492701
358	4	360	1394.687866	1992.046143	0.802289
359	4	370	1384.779663	1977.907593	0.764099
360	4	380	1425.712646	2036.517334	0.454959
361	4	390	1269.325195	1812.961182	0.793848
362	4	400	1332.023926	1902.674072	0.465408
363	4	410	1358.205078	1940.052124	0.525438
364	4	420	1218.857666	1740.845581	0.846466
365	4	430	1432.824097	2046.588867	0.657311
366	4	440	1397.947754	1996.774902	0.645416
367	4	450	1317.465576	1881.677002	0.935239
368	4	460	1437.938110	2053.898926	0.657603
369	4	470	1333.029053	1903.984863	0.765121
370	4	480	1379.205811	1970.075195	0.460714
371	4	490	1403.384155	2004.584229	0.541554
372	4	500	1500.303101	2143.006592	0.618541
373	4	510	1469.422119	2098.944092	0.497694
374	4	520	1407.687744	2010.706177	0.604236
375	4	530	1324.212891	1891.329956	0.901385
376	4	540	1051.848145	1502.319458	0.692303
377	4	550	1410.138550	2014.073853	0.910204
378	4	560	1080.340576	1543.012939	0.707045
379	4	570	1480.853760	2115.173828	0.736971
380	4	580	1313.857056	1876.673950	0.572590
381	4	590	1489.191772	2127.010742	0.908589
382	4	600	1402.813232	2003.766235	0.545628
383	4	610	1350.005127	1928.306152	0.596006
384	4	620	1409.174561	2012.693848	0.919607
385	4	630	1322.290894	1888.672974	0.685984
386	4	640	1483.182739	2118.432373	0.887685
387	4	650	1477.207397	2109.938721	0.795490
388	4	660	1368.469482	1954.636963	0.703189
389	4	670	1346.890259	1923.822388	0.679141
390	4	680	1309.446167	1870.284790	0.782634
391	4	690	1259.538818	1798.951660	0.871608
392	4	700	1213.964722	1733.989868	0.538498
393	4	710	1341.846313	1916.611084	0.688046
394	4	720	1278.633911	1826.321167	0.655422
395	4	730	1321.792969	1888.046021	0.496103
396	4	740	1294.553955	1849.028320	0.734913
397	4	750	1331.466309	1901.765991	0.728413
398	4	760	1343.263062	1918.590332	0.793747
399	4	770	1346.412720	1923.192139	0.549143
400	4	780	1394.250732	1991.488403	0.654786
401	4	790	1178.614258	1683.442993	0.624984
402	5	0	1381.578125	1973.440308	0.475622
403	5	10	1292.605347	1846.350342	0.445175
404	5	20	1343.879395	1919.609863	0.449178
405	5	30	1333.156250	1904.241333	0.568427
406	5	40	1432.652100	2046.270264	0.826029
407	5	50	1424.269287	2034.384644	0.615697
408	5	60	1386.381226	1980.285889	0.559561
409	5	70	1296.574829	1852.006958	0.525181
410	5	80	1235.729736	1765.068481	0.552107
411	5	90	1388.295532	1983.003906	0.598889
412	5	100	1362.903809	1946.667480	0.742882
413	5	110	1339.192017	1912.866089	0.579080
414	5	120	1445.760620	2065.082031	0.623679
415	5	130	1444.509766	2063.282715	0.659761
416	5	140	1260.166138	1799.897583	0.722035
417	5	150	1311.296509	1872.888184	0.857408
418	5	160	1401.315552	2001.600098	0.595261
419	5	170	1431.771118	2045.029053	0.781770
420	5	180	1476.872559	2109.530518	0.611725
421	5	190	1433.121338	2047.075928	0.497609
422	5	200	1368.606201	1954.957397	0.398229
423	5	210	1434.444092	2049.137451	0.108338
424	5	220	1301.695435	1859.457764	0.198909
425	5	230	1350.648560	1929.392822	0.198544
426	5	240	1402.938965	2004.110107	0.158466
427	5	250	1374.445557	1963.446411	0.063809
428	5	260	1331.590454	1902.227417	0.058766
429	5	270	1358.835938	1940.958740	0.490266
430	5	280	1277.334961	1824.541626	0.471479
431	5	290	1289.189087	1841.444946	0.543997
432	5	300	1234.718262	1763.685425	0.398413
433	5	310	1467.128052	2095.673828	0.481397
434	5	320	1484.625122	2120.722412	0.351158
435	5	330	1402.348145	2003.108276	0.524456
436	5	340	1311.093872	1872.732666	0.560579
437	5	350	1299.273682	1855.947510	0.321461
438	5	360	1318.420410	1883.184204	0.597162
439	5	370	1356.793457	1937.954956	0.708372
440	5	380	1215.855225	1736.743164	0.393075
441	5	390	1391.972534	1988.185425	0.768275
442	5	400	1385.025635	1978.317627	0.634894
443	5	410	1338.120117	1911.285156	0.697956
444	5	420	1053.971558	1505.272339	0.894339
445	5	430	1466.043457	2094.085938	0.571332
446	5	440	1446.653687	2066.309326	0.749992
447	5	450	1352.591431	1931.964844	0.680090
448	5	460	938.970459	1341.028442	0.775030
449	5	470	1433.025024	2046.961548	0.462366
450	5	480	1382.997559	1975.474731	0.502687
451	5	490	1211.074097	1729.823120	0.616560
452	5	500	1355.821167	1936.559326	0.721231
453	5	510	1220.898071	1743.921021	0.469647
454	5	520	1311.034302	1872.702148	0.435444
455	5	530	1475.334595	2107.316162	0.661365
456	5	540	1202.873535	1718.044434	0.772177
457	5	550	1368.494263	1954.595703	0.884758
458	5	560	1352.476685	1931.809448	0.660819
459	5	570	1265.553101	1807.529419	0.899061
460	5	580	1359.037720	1941.129883	0.781809
461	5	590	1433.665527	2047.720947	0.830307
462	5	600	1454.692383	2077.746826	0.855085
463	5	610	1350.079468	1928.400513	0.622484
464	5	620	1431.371338	2044.401855	0.924907
465	5	630	1353.085205	1932.621704	0.789309
466	5	640	1343.684692	1919.240234	0.680895
467	5	650	1153.452271	1647.436646	0.782024
468	5	660	1341.494995	1916.067017	0.784926
469	5	670	1206.219971	1722.879272	0.635128
470	5	680	1368.555542	1954.773193	0.669750
471	5	690	1199.484131	1713.189453	0.800724
472	5	700	1394.796143	1992.213379	0.783516
473	5	710	1293.515015	1847.551025	0.719907
474	5	720	1390.605835	1986.249878	0.720971
475	5	730	1321.877930	1888.095459	0.664969
476	5	740	1449.051514	2069.736572	0.746680
477	5	750	1337.472046	1910.338745	0.741736
478	5	760	1256.858887	1795.156982	0.784702
479	5	770	1306.135498	1865.594971	0.684015
480	5	780	1315.913208	1879.570679	0.670323
481	5	790	1451.889648	2073.807861	0.705214
482	6	0	1402.109131	2002.675049	0.703659
483	6	10	1414.470215	2020.408325	0.529152
484	6	20	1377.476929	1967.583374	0.494593
485	6	30	1421.947144	2031.060059	0.627377
486	6	40	1337.385376	1910.196289	0.772749
487	6	50	1331.247559	1901.492065	0.629588
488	6	60	1363.626343	1947.782349	0.544360
489	6	70	1306.166992	1865.672729	0.607935
490	6	80	1394.703735	1992.135986	0.647641
491	6	90	1295.145264	1849.924438	0.615009
492	6	100	1306.985474	1866.828979	0.640840
493	6	110	1469.330078	2098.781006	0.566757
494	6	120	1292.434814	1846.058960	0.596419
495	6	130	1090.012207	1556.880127	0.602326
496	6	140	1271.001099	1815.373901	0.744468
497	6	150	1371.640137	1959.215820	0.581206
498	6	160	1352.763550	1932.159424	0.777695
499	6	170	1335.919189	1908.079102	0.824870
500	6	180	1324.261230	1891.578613	0.454496
501	6	190	1302.863525	1860.899902	0.708667
502	6	200	1193.828003	1705.381592	0.129727
503	6	210	1375.309448	1964.645874	0.131988
504	6	220	1289.626587	1842.238892	0.142794
505	6	230	1382.268066	1974.597290	0.117433
506	6	240	1396.389526	1994.690674	0.304747
507	6	250	1212.410278	1731.955566	0.082068
508	6	260	1442.449951	2060.592285	0.071983
509	6	270	1349.172485	1927.286011	0.195212
510	6	280	1267.510132	1810.568237	0.312127
511	6	290	1458.786133	2083.804443	0.361726
512	6	300	1258.974976	1798.295044	0.513440
513	6	310	1461.175293	2087.189697	0.433528
514	6	320	1230.999023	1758.362671	0.437663
515	6	330	1386.516357	1980.402344	0.735239
516	6	340	1442.661743	2060.596924	0.768169
517	6	350	1309.266968	1870.097168	0.614782
518	6	360	1420.350708	2028.842529	0.485295
519	6	370	1412.714355	2017.947144	0.460662
520	6	380	1426.125366	2037.005371	0.693541
521	6	390	1321.096069	1886.950073	0.721198
522	6	400	1483.022705	2118.393311	0.445550
523	6	410	1365.421875	1950.244751	0.783437
524	6	420	1436.181030	2051.374023	0.686178
525	6	430	1482.874023	2118.070068	0.712547
526	6	440	1302.881104	1861.025269	0.493659
527	6	450	1356.820068	1937.925049	0.866001
528	6	460	1446.284668	2065.759033	0.801515
529	6	470	1034.633789	1477.762329	0.611554
530	6	480	1263.159912	1804.263428	0.546072
531	6	490	1448.827148	2069.524414	0.490979
532	6	500	1365.781860	1950.902466	0.458113
533	6	510	1392.418579	1988.891724	0.603457
534	6	520	1380.563232	1971.895264	0.748071
535	6	530	1383.598877	1976.245605	0.714526
536	6	540	1283.676392	1833.432251	0.870318
537	6	550	1406.994019	2009.698486	0.642495
538	6	560	1452.090210	2074.053711	0.800106
539	6	570	1128.043213	1611.086792	0.888306
540	6	580	1353.439575	1933.157593	0.716758
541	6	590	1433.040283	2046.892822	0.678801
542	6	600	1465.141479	2092.778564	0.611183
543	6	610	1360.478882	1943.135986	0.905106
544	6	620	1365.959229	1951.064087	0.674060
545	6	630	1364.727905	1949.238647	0.827151
546	6	640	1276.682983	1823.518188	0.687770
547	6	650	1314.865479	1878.089233	0.635976
548	6	660	1448.328125	2068.691406	0.775176
549	6	670	1424.035522	2033.954468	0.852288
550	6	680	1385.819824	1979.389648	0.779933
551	6	690	1443.240845	2061.336426	0.976319
552	6	700	1326.837524	1895.168579	0.680883
553	6	710	1408.063965	2011.209473	0.689842
554	6	720	1393.958618	1991.055786	0.683554
555	6	730	1383.852539	1976.616577	0.698341
556	6	740	1371.577515	1959.052368	0.763584
557	6	750	975.784180	1393.620850	0.774587
558	6	760	1397.252808	1995.782959	0.639068
559	6	770	1296.468140	1851.828003	0.580253
560	6	780	1323.732544	1890.660278	0.853858
561	6	790	1253.175171	1789.927856	0.707006
562	7	0	1427.383911	2038.921875	0.357666
563	7	10	1149.285278	1641.530762	0.625638
564	7	20	1398.872803	1998.107422	0.595522
565	7	30	1173.637939	1676.378174	0.510373
566	7	40	1408.580688	2011.977295	0.602553
567	7	50	1327.318359	1895.835449	0.726305
568	7	60	1210.938477	1729.561646	0.769907
569	7	70	1289.211426	1841.411621	0.701483
570	7	80	1256.855591	1795.246094	0.573556
571	7	90	1404.395386	2005.986816	0.637843
572	7	100	1333.393188	1904.515625	0.731328
573	7	110	1380.505615	1971.832520	0.699024
574	7	120	1124.031982	1605.477051	0.587771
575	7	130	1247.642334	1782.053345	0.637281
576	7	140	1414.689087	2020.663818	0.699980
577	7	150	1467.120850	2095.564209	0.702573
578	7	160	1394.851196	1992.263428	0.830261
579	7	170	1479.298584	2112.988037	0.628267
580	7	180	1391.184082	1987.135620	0.573001
581	7	190	1573.935059	2248.292236	0.379493
582	7	200	1334.128540	1905.747681	0.291988
583	7	210	1410.637695	2015.101440	0.172436
584	7	220	1369.421509	1956.244873	0.117897
585	7	230	1397.929321	1996.967407	0.129837
586	7	240	1275.251709	1821.724243	0.100066
587	7	250	1277.143677	1824.428589	0.091271
588	7	260	1397.119019	1995.833862	0.070850
589	7	270	1262.207031	1803.056519	0.179170
590	7	280	1394.497925	1991.944824	0.405396
591	7	290	1329.105835	1898.488892	0.496955
592	7	300	1440.054810	2056.928955	0.632547
593	7	310	1296.870728	1852.476440	0.413340
594	7	320	1375.024780	1964.122925	0.416442
595	7	330	1339.952637	1914.008179	0.442784
596	7	340	1552.520752	2217.615479	0.592493
597	7	350	1338.742798	1912.194458	0.642815
598	7	360	1396.040405	1994.139893	0.427340
599	7	370	1206.552368	1723.403931	0.523065
600	7	380	1217.284180	1738.697998	0.603473
601	7	390	1465.359985	2093.057617	0.687396
602	7	400	1223.174194	1746.990356	0.894657
603	7	410	1322.689087	1889.255981	0.647148
604	7	420	1426.747925	2037.823730	0.863030
605	7	430	1327.786865	1896.571411	0.578874
606	7	440	1400.174561	1999.928711	0.705682
607	7	450	1393.601929	1990.545532	0.691348
608	7	460	1225.392700	1750.205078	0.791842
609	7	470	1377.230713	1967.231079	0.515584
610	7	480	993.232178	1418.604248	0.640837
611	7	490	1385.767822	1979.260498	0.907338
612	7	500	1370.890503	1958.112183	0.657997
613	7	510	1337.819458	1910.889038	0.615062
614	7	520	1370.637695	1957.712280	0.748476
615	7	530	1338.053833	1911.143799	0.798569
616	7	540	1366.044678	1951.188599	0.670380
617	7	550	1393.078125	1989.796753	0.700469
618	7	560	1129.454224	1613.093140	0.911564
619	7	570	1273.085571	1818.362671	0.726649
620	7	580	1265.287842	1807.219116	0.737303
621	7	590	1386.473145	1980.346313	0.729028
622	7	600	1316.534424	1880.404053	0.802621
623	7	610	1462.629395	2089.238770	0.500190
624	7	620	1343.828369	1919.334839	0.936861
625	7	630	1185.687134	1693.479736	0.792609
626	7	640	1329.250122	1898.628174	0.661207
627	7	650	1451.651245	2073.404297	0.852252
628	7	660	1341.429077	1916.085693	0.529053
629	7	670	1357.372314	1938.728271	0.833373
630	7	680	1288.235962	1839.983154	0.784858
631	7	690	1364.239868	1948.524292	0.869382
632	7	700	1322.240845	1888.505005	0.923278
633	7	710	1377.459351	1967.501099	0.643483
634	7	720	1246.564819	1780.465942	0.750393
635	7	730	1425.477295	2036.080566	0.692054
636	7	740	1351.905151	1931.035278	0.557867
637	7	750	1388.324341	1982.980103	0.746014
638	7	760	1384.515015	1977.564697	0.687298
639	7	770	1158.278320	1654.387329	0.634209
640	7	780	1348.044312	1925.471069	0.679789
641	7	790	1184.838013	1692.351685	0.594770
642	8	0	1430.853882	2043.857178	0.413180
643	8	10	1402.583740	2003.463989	0.447673
644	8	20	1354.354248	1934.396606	0.859101
645	8	30	1412.740845	2017.922974	0.591015
646	8	40	1305.915283	1865.248901	0.736410
647	8	50	1276.975342	1823.904053	0.757966
648	8	60	1384.281860	1977.309692	0.492115
649	8	70	1267.346558	1810.141724	0.783241
650	8	80	1345.061768	1921.269043	0.537711
651	8	90	1346.264404	1922.974854	0.563284
652	8	100	1391.877808	1988.105957	0.635657
653	8	110	1366.934448	1952.426147	0.741894
654	8	120	1253.876343	1790.927246	0.701687
655	8	130	1277.523926	1824.749512	0.613267
656	8	140	1303.589233	1861.918335	0.766769
657	8	150	1379.761719	1970.743286	0.749061
658	8	160	1256.161743	1794.232178	0.607267
659	8	170	1286.510132	1837.542114	0.709287
660	8	180	1381.922485	1973.952271	0.458755
661	8	190	1367.694824	1953.644531	0.422003
662	8	200	1351.914429	1931.200439	0.190074
663	8	210	1310.535278	1872.065308	0.242793
664	8	220	1074.070679	1534.313232	0.108120
665	8	230	1422.666748	2032.280640	0.182237
666	8	240	1348.740234	1926.643921	0.252413
667	8	250	1394.232544	1991.698730	0.102536
668	8	260	1382.515137	1974.969849	0.076682
669	8	270	1407.324463	2010.302490	0.327881
670	8	280	1362.257446	1945.829346	0.531096
671	8	290	1386.497925	1980.541992	0.351584
672	8	300	1460.178955	2085.657715	0.683763
673	8	310	1275.496216	1821.935913	0.424736
674	8	320	1385.472656	1979.039185	0.430447
675	8	330	1517.117188	2167.053955	0.548888
676	8	340	1318.596558	1883.497803	0.452265
677	8	350	1242.619263	1774.961182	0.440472
678	8	360	1310.204834	1871.395752	0.715310
679	8	370	1401.934570	2002.489258	0.599136
680	8	380	1193.227905	1704.293823	0.692336
681	8	390	1329.633667	1899.126221	0.774669
682	8	400	1350.765991	1929.382446	0.614092
683	8	410	1405.248291	2007.186035	0.683590
684	8	420	1396.550781	1994.799561	0.597365
685	8	430	1364.058960	1948.376343	0.609830
686	8	440	1409.152954	2012.791016	0.621008
687	8	450	1306.067871	1865.509888	0.652660
688	8	460	1374.333984	1962.987915	0.770055
689	8	470	1306.677246	1866.374268	0.672749
690	8	480	1365.465210	1950.428833	0.503327
691	8	490	1369.738525	1956.447144	0.707809
692	8	500	1446.645508	2066.331055	0.672423
693	8	510	1404.481201	2006.176270	0.475139
694	8	520	1333.953003	1905.416016	0.499908
695	8	530	1451.401978	2073.205322	0.485541
696	8	540	1276.721802	1823.650391	0.513795
697	8	550	1416.303223	2022.925537	0.801875
698	8	560	1512.302246	2160.107910	0.715139
699	8	570	1458.925903	2083.821777	0.796904
700	8	580	1489.223511	2127.107666	0.781716
701	8	590	1340.004639	1914.004272	0.623736
702	8	600	1354.776978	1934.992798	0.899712
703	8	610	1225.583008	1750.554321	0.603478
704	8	620	1225.543213	1750.441528	0.743612
705	8	630	1356.140137	1937.092529	0.543510
706	8	640	1357.819824	1939.369995	0.830926
707	8	650	1276.639404	1823.498413	0.595685
708	8	660	1352.599243	1931.996704	0.628689
709	8	670	1326.531128	1894.691162	0.778533
710	8	680	1168.036743	1668.287476	0.735241
711	8	690	1183.291138	1690.091187	0.707204
712	8	700	1406.184814	2008.546631	0.638747
713	8	710	1462.970459	2089.560791	0.880348
714	8	720	1411.845337	2016.594727	0.727399
715	8	730	1183.481201	1690.309448	0.845188
716	8	740	1375.187744	1964.222900	0.728351
717	8	750	1382.059326	1973.986206	0.855727
718	8	760	1352.645508	1932.000977	0.773716
719	8	770	1240.372070	1771.634155	0.712623
720	8	780	1351.737671	1930.695068	0.793972
721	8	790	1362.313965	1945.845337	0.701692
722	9	0	1167.117920	1667.099609	0.374608
723	9	10	1389.198242	1984.362549	0.404507
724	9	20	1284.041260	1834.031250	0.669447
725	9	30	1257.346313	1795.982422	0.462772
726	9	40	1342.695557	1917.816772	0.689729
727	9	50	1360.405273	1943.096558	0.743577
728	9	60	1301.845825	1859.481934	0.645122
729	9	70	1485.945679	2122.514648	0.570123
730	9	80	1461.847900	2088.071045	0.618146
731	9	90	1314.727783	1877.804321	0.840805
732	9	100	1334.130127	1905.605103	0.645316
733	9	110	1221.221191	1744.278931	0.699416
734	9	120	1385.631104	1979.259644	0.450594
735	9	130	1327.047119	1895.480713	0.654597
736	9	140	1381.455688	1973.164307	0.751353
737	9	150	1213.203613	1732.836060	0.663023
738	9	160	1238.085083	1768.382080	0.664160
739	9	170	1262.798096	1803.687988	0.660173
740	9	180	1430.566772	2043.460205	0.422453
741	9	190	1270.846558	1815.304443	0.378631
742	9	200	1422.160645	2031.538330	0.223065
743	9	210	1374.248169	1963.124878	0.147017
744	9	220	1298.134521	1854.404053	0.120393
745	9	230	1349.836914	1928.244385	0.168487
746	9	240	1354.287598	1934.576172	0.234960
747	9	250	1452.162231	2074.443604	0.133361
748	9	260	1409.717163	2013.821289	0.097083
749	9	270	1420.777954	2029.524048	0.323000
750	9	280	1397.178223	1995.813965	0.314937
751	9	290	1382.241455	1974.427612	0.425842
752	9	300	1360.468384	1943.337036	0.394178
753	9	310	1291.504395	1844.836426	0.349840
754	9	320	1405.881104	2008.145874	0.556430
755	9	330	1257.617676	1796.228394	0.815588
756	9	340	1255.381226	1793.084961	0.690902
757	9	350	1288.353394	1840.301392	0.418188
758	9	360	1246.255249	1780.006470	0.781109
759	9	370	1322.656616	1889.198242	0.680039
760	9	380	1295.011841	1849.683105	0.737371
761	9	390	1400.574951	2000.593140	0.485168
762	9	400	1426.532471	2037.596191	0.678564
763	9	410	1378.598389	1969.005981	0.938101
764	9	420	1282.483398	1831.788696	0.721778
765	9	430	1258.534546	1797.566162	0.753230
766	9	440	1386.989014	1981.104004	0.677300
767	9	450	1401.886353	2002.432007	0.570592
768	9	460	1422.267090	2031.503296	0.677374
769	9	470	1360.145752	1942.751953	0.695174
770	9	480	1416.858032	2023.820068	0.569829
771	9	490	1353.596069	1933.342407	0.804701
772	9	500	1363.734009	1947.892456	0.662382
773	9	510	1357.725220	1939.232300	0.834168
774	9	520	1362.017456	1945.438477	0.662265
775	9	530	1236.691650	1766.357422	0.755286
776	9	540	1447.441772	2067.534668	0.516392
777	9	550	1312.263550	1874.350586	0.682969
778	9	560	1303.780762	1862.239014	0.664007
779	9	570	1446.870361	2066.586670	0.819120
780	9	580	1427.273560	2038.615967	0.766797
781	9	590	1398.765869	1997.956299	0.615517
782	9	600	1372.102295	1959.864990	0.612538
783	9	610	1351.152100	1929.911865	0.671775
784	9	620	1339.440674	1913.146851	0.750727
785	9	630	1256.030273	1793.962769	0.809595
786	9	640	1431.364136	2044.424072	0.851141
787	9	650	1197.544678	1710.423950	0.785345
788	9	660	1364.932739	1949.630493	0.600471
789	9	670	1202.534668	1717.592529	0.687238
790	9	680	1413.439819	2018.868896	0.729740
791	9	690	1297.329346	1852.953979	0.827475
792	9	700	1394.275146	1991.509033	0.685360
793	9	710	1329.347412	1898.767334	0.656253
794	9	720	1231.160889	1758.465088	0.729312
795	9	730	1374.985352	1963.928467	0.739654
796	9	740	1223.265869	1747.197144	0.711846
797	9	750	1398.930420	1998.148315	0.716038
798	9	760	1281.642944	1830.601807	0.698900
799	9	770	1328.708618	1897.798340	0.789865
800	9	780	1293.412109	1847.345093	0.847453
801	9	790	1441.486572	2058.928955	0.744339