mask-ddpm/example/results/runs/config__seed2025/train_log.csv

1	epoch	step	loss	loss_cont	loss_disc
2	0	0	5096.728027	7280.007324	1.989951
3	0	10	5083.065430	7260.854004	1.384959
4	0	20	5316.622559	7594.591797	1.189554
5	0	30	3072.611572	4388.898926	1.143699
6	0	40	2056.714355	2937.711914	0.930379
7	0	50	2398.276123	3425.656250	0.930604
8	0	60	2005.249634	2864.278564	0.733714
9	0	70	2479.406250	3541.659424	0.695875
10	0	80	2092.256348	2988.619873	0.646945
11	0	90	1654.266357	2362.945312	0.592962
12	0	100	1465.402710	2093.084717	0.707502
13	0	110	1342.393066	1917.373779	0.677535
14	0	120	1463.763672	2090.818115	0.556292
15	0	130	1302.158203	1859.852905	0.776797
16	0	140	1470.544434	2100.392578	0.824343
17	0	150	1795.534546	2564.818604	0.464044
18	0	160	1570.242310	2242.940430	0.536496
19	0	170	1268.446899	1811.703491	0.767509
20	0	180	1379.201294	1970.055176	0.457274
21	0	190	1494.645142	2134.978271	0.442603
22	0	200	1557.199951	2224.472656	0.158954
23	0	210	1583.430542	2261.910400	0.230667
24	0	220	1446.662720	2066.602051	0.053043
25	0	230	1521.987793	2174.206543	0.040122
26	0	240	1379.873413	1971.154053	0.141830
27	0	250	1456.285767	2080.354980	0.041586
28	0	260	1472.251099	2103.168945	0.032836
29	0	270	1358.003052	1939.825317	0.345313
30	0	280	1251.912109	1788.298096	0.276615
31	0	290	1410.836914	2015.131592	0.746471
32	0	300	1456.159058	2079.890381	0.716160
33	0	310	1389.941528	1985.362183	0.563450
34	0	320	1555.010376	2221.251953	0.373836
35	0	330	1438.115845	2054.076904	0.807754
36	0	340	1459.093384	2084.095459	0.688414
37	0	350	1399.276733	1998.688110	0.584832
38	0	360	1566.651611	2237.799561	0.577805
39	0	370	1621.307739	2315.898193	0.524911
40	0	380	1511.470093	2158.860352	0.832348
41	0	390	1643.226562	2347.142334	0.680419
42	0	400	1433.183350	2047.199829	0.394558
43	0	410	1434.724854	2049.308594	0.635403
44	0	420	1445.236084	2064.288330	0.720526
45	0	430	1344.501587	1920.417725	0.633935
46	0	440	1391.166138	1987.137451	0.487196
47	0	450	1317.607300	1881.945557	0.727758
48	0	460	1399.862305	1999.451538	0.760356
49	0	470	1381.259277	1972.873657	0.760438
50	0	480	1337.692871	1910.615479	0.813173
51	0	490	1466.723999	2094.907959	0.905741
52	0	500	1202.203125	1717.136963	0.622552
53	0	510	1187.888794	1696.654297	0.693752
54	0	520	1439.776978	2056.482422	0.744355
55	0	530	1384.814453	1978.102051	0.417544
56	0	540	1496.839111	2137.969727	0.808574
57	0	550	1445.016724	2063.889893	0.915216
58	0	560	1372.851440	1960.872314	0.733942
59	0	570	1392.177124	1988.486084	0.725528
60	0	580	1477.586182	2110.518066	0.682526
61	0	590	1202.628540	1717.677368	0.791696
62	0	600	1525.664185	2179.121826	0.878004
63	0	610	1229.042725	1755.391724	0.823029
64	0	620	1442.531494	2060.380371	0.830377
65	0	630	1243.014893	1775.428223	0.632655
66	0	640	1463.063232	2089.724854	0.777492
67	0	650	1311.047363	1872.610474	0.682136
68	0	660	1462.088135	2088.488770	0.422178
69	0	670	1347.708496	1924.879150	0.916657
70	0	680	1475.198364	2107.076660	0.757041
71	0	690	1270.307007	1814.416016	0.660850
72	0	700	1349.942871	1928.151367	0.730286
73	0	710	1301.869141	1859.507202	0.659515
74	0	720	1395.154663	1992.785400	0.631135
75	0	730	1539.582764	2199.136230	0.561844
76	0	740	1372.002441	1959.672363	0.716796
77	0	750	1422.782959	2032.115112	0.948676
78	0	760	1416.137207	2022.699341	0.779486
79	0	770	1473.088135	2104.120605	0.626770
80	0	780	1475.747925	2107.861816	0.764116
81	0	790	1112.517456	1588.843750	1.041148
82	1	0	1469.053589	2098.486816	0.262014
83	1	10	1552.345337	2217.338379	0.620073
84	1	20	1435.161377	2049.927246	0.628083
85	1	30	1527.308350	2181.623779	0.513502
86	1	40	1408.482788	2011.735962	0.832517
87	1	50	1442.093872	2059.822510	0.647836
88	1	60	1372.651123	1960.526611	0.882136
89	1	70	1351.926147	1931.037964	0.609277
90	1	80	1503.561157	2147.644775	0.643584
91	1	90	1371.555298	1959.061035	0.662675
92	1	100	1439.925415	2056.702393	0.718613
93	1	110	1362.647217	1946.328003	0.673728
94	1	120	1422.586182	2031.979858	0.598107
95	1	130	1318.472778	1883.169800	0.788272
96	1	140	1603.745605	2290.708008	0.777952
97	1	150	1386.586670	1980.581177	0.539487
98	1	160	1438.202759	2054.181396	0.850612
99	1	170	1604.422607	2291.653564	0.766185
100	1	180	1435.983765	2051.179688	0.454959
101	1	190	814.256042	1163.093994	0.203189
102	1	200	1484.856934	2121.113770	0.201261
103	1	210	1306.801880	1866.765137	0.164585
104	1	220	1323.073242	1890.048340	0.060763
105	1	230	1466.071167	2094.329102	0.084005
106	1	240	1381.758057	1973.893677	0.048725
107	1	250	1382.668701	1975.197632	0.042462
108	1	260	1338.653809	1912.319580	0.042756
109	1	270	1408.904175	2012.615356	0.187570
110	1	280	1361.319580	1944.590942	0.296640
111	1	290	1205.740967	1722.265503	0.449265
112	1	300	1457.561890	2082.004395	0.477068
113	1	310	1385.950317	1979.721436	0.418317
114	1	320	1356.876831	1938.156738	0.497668
115	1	330	1110.911621	1586.795776	0.449263
116	1	340	1494.597900	2134.841553	0.640514
117	1	350	1357.144409	1938.518188	0.551611
118	1	360	1281.200806	1830.103149	0.370963
119	1	370	1343.409912	1918.942993	0.447652
120	1	380	1394.549316	1991.895020	0.685807
121	1	390	1254.457397	1791.761230	0.699028
122	1	400	1390.971924	1986.793701	0.666808
123	1	410	1454.467163	2077.426758	0.843994
124	1	420	1452.857544	2075.184082	0.702537
125	1	430	1384.017212	1976.898682	0.574629
126	1	440	1404.408813	2006.016479	0.595177
127	1	450	1388.519531	1983.259644	0.734198
128	1	460	1527.804810	2182.210693	0.796859
129	1	470	1434.495850	2048.995361	0.589596
130	1	480	1534.881470	2192.451660	0.499849
131	1	490	1473.269775	2104.261963	0.903805
132	1	500	1269.050293	1812.594604	0.716705
133	1	510	933.544800	1333.372437	0.544849
134	1	520	1352.352173	1931.663330	0.578407
135	1	530	1441.584106	2059.073242	0.729074
136	1	540	1426.762695	2037.928223	0.655730
137	1	550	1381.867920	1973.752563	0.749070
138	1	560	1413.221924	2018.488647	0.888304
139	1	570	981.977356	1402.491821	0.709930
140	1	580	1130.685425	1614.955811	0.658557
141	1	590	1497.415771	2138.838623	0.721337
142	1	600	1275.527466	1821.837036	0.753724
143	1	610	1408.174927	2011.359253	0.694295
144	1	620	1428.159424	2039.830200	0.870077
145	1	630	1394.557495	1991.869385	0.785767
146	1	640	1423.336792	2033.002197	0.725937
147	1	650	1422.499023	2031.876221	0.570492
148	1	660	1398.740112	1997.829834	0.815830
149	1	670	1564.251831	2234.358887	0.622716
150	1	680	1366.772705	1952.206543	0.710461
151	1	690	1385.963989	1979.640747	0.670761
152	1	700	1191.285522	1701.498779	0.732243
153	1	710	1484.447388	2120.263916	0.807214
154	1	720	1399.219116	1998.516357	0.804797
155	1	730	1297.120483	1852.639893	0.854472
156	1	740	1420.987793	2029.597534	0.851824
157	1	750	1444.164185	2062.769775	0.704484
158	1	760	1415.419067	2021.728638	0.651345
159	1	770	1442.373779	2060.230469	0.666027
160	1	780	1460.546753	2086.195312	0.646844
161	1	790	1455.049561	2078.292725	0.765573
162	2	0	1306.620117	1866.403687	0.363750
163	2	10	1304.048584	1862.656128	0.543255
164	2	20	1163.007202	1661.099609	0.718917
165	2	30	1462.031006	2088.277588	0.721752
166	2	40	1430.377563	2043.086670	0.663215
167	2	50	1413.962524	2019.589233	0.761670
168	2	60	1331.837280	1902.322510	0.648098
169	2	70	1313.275146	1875.828857	0.589462
170	2	80	1518.817627	2169.399414	0.738991
171	2	90	1521.367920	2173.064453	0.682684
172	2	100	1059.271240	1512.961304	0.611864
173	2	110	1328.695435	1897.837402	0.645989
174	2	120	1396.187866	1994.286377	0.573375
175	2	130	1306.790894	1866.468384	0.826769
176	2	140	1327.932861	1896.735229	0.674659
177	2	150	1315.873047	1879.516846	0.634194
178	2	160	1469.610107	2099.019287	0.918696
179	2	170	1263.047729	1804.066650	0.600947
180	2	180	1343.393921	1918.848755	0.598459
181	2	190	1182.820435	1689.600586	0.263605
182	2	200	1433.648560	2047.976562	0.154134
183	2	210	1154.937988	1649.801636	0.186622
184	2	220	1384.905151	1978.349731	0.141840
185	2	230	1442.430786	2060.568604	0.062816
186	2	240	1494.679443	2135.203125	0.065849
187	2	250	1413.171143	2018.741211	0.121221
188	2	260	1415.557739	2022.187744	0.040207
189	2	270	1188.677246	1698.052856	0.071435
190	2	280	1419.527344	2027.726807	0.349164
191	2	290	1373.147705	1961.355103	0.603234
192	2	300	1305.053711	1864.125854	0.493994
193	2	310	1427.230591	2038.657959	0.508912
194	2	320	1461.707886	2087.940918	0.445671
195	2	330	1415.427856	2021.739746	0.645361
196	2	340	1061.970215	1516.792603	0.657088
197	2	350	1493.402466	2133.222656	0.435784
198	2	360	1376.042358	1965.433472	0.738724
199	2	370	1430.307373	2043.007446	0.620371
200	2	380	1341.662476	1916.308472	0.769473
201	2	390	1275.157837	1821.388062	0.567220
202	2	400	1348.878784	1926.688232	0.608824
203	2	410	1357.675659	1939.169312	0.807378
204	2	420	1338.710327	1912.137329	0.661422
205	2	430	1132.360596	1617.274658	0.843076
206	2	440	1466.718628	2095.094238	0.464888
207	2	450	1311.375977	1873.011719	0.836407
208	2	460	1368.840210	1955.225586	0.562418
209	2	470	1458.335815	2082.946045	0.870127
210	2	480	1234.867065	1763.792603	0.654646
211	2	490	1328.467407	1897.624268	0.387660
212	2	500	1391.292969	1987.290649	0.586488
213	2	510	1365.940308	1951.123413	0.466691
214	2	520	1498.262939	2140.176758	0.417352
215	2	530	1229.309204	1755.832275	0.692878
216	2	540	1444.932251	2063.822754	0.815756
217	2	550	1203.652954	1719.130737	0.819435
218	2	560	1292.887329	1846.600830	0.847762
219	2	570	1500.636841	2143.412598	0.778618
220	2	580	1343.998779	1919.665405	0.731815
221	2	590	1324.934570	1892.428589	0.735080
222	2	600	1381.380737	1973.145630	0.540672
223	2	610	1352.403687	1931.641602	0.798509
224	2	620	1328.757202	1897.911133	0.685085
225	2	630	1384.746094	1977.849487	0.792568
226	2	640	1352.272949	1931.422485	0.868576
227	2	650	1380.999146	1972.563965	0.638332
228	2	660	1398.326172	1997.280151	0.719277
229	2	670	1421.105469	2029.791382	0.790392
230	2	680	1381.823486	1973.715332	0.693410
231	2	690	1359.380493	1941.558472	0.920381
232	2	700	1236.838501	1766.492188	0.935189
233	2	710	1264.853638	1806.578613	0.778870
234	2	720	1156.906494	1652.366821	0.786607
235	2	730	1372.123047	1959.888184	0.623117
236	2	740	1361.374878	1944.408203	0.912415
237	2	750	1419.527344	2027.549072	0.769246
238	2	760	1260.718506	1800.724365	0.650593
239	2	770	1268.830566	1812.288086	0.706358
240	2	780	1371.036011	1958.231689	0.860185
241	2	790	1386.430908	1980.316406	0.626676
242	3	0	1346.232178	1922.902222	0.574593
243	3	10	1405.751343	2007.968506	0.516514
244	3	20	1454.438354	2077.399902	0.799190
245	3	30	1399.491577	1998.991089	0.595839
246	3	40	1418.836426	2026.564331	0.750500
247	3	50	1439.233398	2055.754395	0.630443
248	3	60	1399.136230	1998.459106	0.663176
249	3	70	1362.521118	1946.129517	0.721340
250	3	80	1440.052368	2056.953369	0.566373
251	3	90	1394.049683	1991.140015	0.788428
252	3	100	1365.280884	1950.120483	0.609219
253	3	110	1229.576294	1756.204468	0.721087
254	3	120	1481.122681	2115.621826	0.560765
255	3	130	1565.121460	2235.624023	0.555423
256	3	140	1410.726440	2014.985352	0.735517
257	3	150	1521.822144	2173.636963	0.862174
258	3	160	1428.481201	2040.402588	0.603117
259	3	170	1520.503662	2171.864746	0.598169
260	3	180	1354.537842	1934.806274	0.515169
261	3	190	1374.862915	1963.969482	0.224037
262	3	200	1366.845825	1952.531738	0.187607
263	3	210	1327.941162	1896.947021	0.201863
264	3	220	1316.875000	1881.193237	0.074598
265	3	230	1458.736816	2083.863037	0.055073
266	3	240	1458.171143	2083.060791	0.048084
267	3	250	1198.390503	1711.940430	0.044678
268	3	260	1424.697266	2035.242798	0.041971
269	3	270	1194.481812	1706.249512	0.300134
270	3	280	1174.568604	1677.739014	0.451697
271	3	290	1154.612427	1649.195923	0.520402
272	3	300	1379.219482	1969.989258	0.700710
273	3	310	1346.853394	1923.822998	0.536172
274	3	320	1356.243164	1937.252319	0.505862
275	3	330	1350.665161	1929.290405	0.494658
276	3	340	1279.254761	1827.224243	0.603322
277	3	350	1180.758423	1686.543213	0.545298
278	3	360	1226.801514	1752.312500	0.552802
279	3	370	1410.847046	2015.104980	0.857640
280	3	380	1366.236572	1951.380737	0.848145
281	3	390	1371.849976	1959.518555	0.581738
282	3	400	1371.241333	1958.615845	0.655088
283	3	410	1351.343750	1930.123657	0.805834
284	3	420	1314.289307	1877.239258	0.691751
285	3	430	1328.559326	1897.639771	0.656633
286	3	440	1403.996216	2005.440186	0.581499
287	3	450	1375.673218	1964.888794	0.792650
288	3	460	1411.929443	2016.746338	0.642591
289	3	470	1362.431152	1946.043335	0.612958
290	3	480	1387.660400	1982.140869	0.480573
291	3	490	1366.111450	1951.166138	0.934299
292	3	500	1288.689453	1840.696289	0.626604
293	3	510	1214.623413	1734.882080	0.634149
294	3	520	1424.140381	2034.248169	0.512005
295	3	530	1249.716187	1785.031006	0.602723
296	3	540	1416.287231	2022.973633	0.645160
297	3	550	1366.675903	1952.023560	0.824228
298	3	560	1338.761841	1912.228271	0.623717
299	3	570	1413.936768	2019.585693	0.703768
300	3	580	1404.453735	2006.124878	0.505886
301	3	590	1354.655884	1934.853394	0.826544
302	3	600	1357.753662	1939.268311	0.840678
303	3	610	1045.007568	1492.570312	0.627694
304	3	620	1413.437988	2018.795044	0.890432
305	3	630	1303.489990	1861.836182	0.634165
306	3	640	1353.141724	1932.737793	0.716300
307	3	650	1357.325439	1938.757690	0.607247
308	3	660	1303.673340	1862.025757	0.806561
309	3	670	1444.479614	2063.205078	0.738112
310	3	680	1348.899536	1926.609253	0.868126
311	3	690	1268.435181	1811.666504	0.842643
312	3	700	1132.172363	1617.038330	0.762497
313	3	710	1140.740967	1629.242432	0.851539
314	3	720	1291.677856	1844.908691	0.751619
315	3	730	1250.094360	1785.568237	0.597528
316	3	740	1332.414673	1903.113525	0.737040
317	3	750	1449.474121	2070.323730	0.787490
318	3	760	1488.058960	2125.463135	0.734741
319	3	770	1438.517944	2054.656006	0.815827
320	3	780	1076.321899	1537.344971	0.543804
321	3	790	1415.676636	2022.040771	0.781500
322	4	0	1503.569336	2147.726807	0.434763
323	4	10	1319.194214	1884.303711	0.524209
324	4	20	1183.777710	1690.760376	0.751763
325	4	30	1430.626709	2043.522583	0.484245
326	4	40	1400.129761	1999.870728	0.686906
327	4	50	1429.742920	2042.210449	0.612491
328	4	60	1241.059937	1772.653076	0.620273
329	4	70	1367.965698	1953.901367	0.736454
330	4	80	1268.443115	1811.755493	0.661704
331	4	90	1365.028198	1949.810059	0.488299
332	4	100	1385.216187	1978.497192	0.845982
333	4	110	1292.132446	1845.606445	0.649851
334	4	120	1294.971069	1849.639771	0.700020
335	4	130	1432.266479	2045.781006	0.679565
336	4	140	1397.748779	1996.466797	0.687422
337	4	150	1454.517822	2077.586914	0.637083
338	4	160	1435.238647	2049.963379	0.822873
339	4	170	1525.496216	2179.000244	0.599395
340	4	180	1442.892334	2061.062012	0.434404
341	4	190	1325.156006	1892.897949	0.370045
342	4	200	1443.061890	2061.444336	0.104620
343	4	210	1410.231079	2014.542969	0.120376
344	4	220	1428.685547	2040.759277	0.458651
345	4	230	1468.985962	2098.503662	0.065194
346	4	240	1424.598999	2035.078857	0.087022
347	4	250	1442.177612	2060.210938	0.052280
348	4	260	1376.732300	1966.722168	0.045547
349	4	270	1305.001221	1864.219482	0.111108
350	4	280	1313.501099	1876.241699	0.386740
351	4	290	1389.497437	1984.853271	0.289437
352	4	300	1434.025635	2048.333740	0.592599
353	4	310	1335.584961	1907.752686	0.475934
354	4	320	1228.102783	1754.202393	0.479517
355	4	330	1294.495239	1849.063599	0.457988
356	4	340	1373.650024	1962.015259	0.750956
357	4	350	1301.113525	1858.473633	0.551778
358	4	360	1353.695190	1933.560181	0.632018
359	4	370	1455.710571	2079.275635	0.681170
360	4	380	1276.271729	1822.893188	0.778905
361	4	390	1425.217407	2035.723022	0.658245
362	4	400	1521.485474	2173.294922	0.547786
363	4	410	1479.292969	2112.900146	0.825498
364	4	420	1221.427979	1744.562134	0.734324
365	4	430	1476.419678	2108.868408	0.664924
366	4	440	1410.679321	2014.942383	0.695551
367	4	450	1255.354858	1792.950562	0.920647
368	4	460	929.244324	1327.168091	0.702969
369	4	470	1423.147949	2032.793579	0.597164
370	4	480	1447.104980	2067.037354	0.552284
371	4	490	1420.863281	2029.452026	0.782353
372	4	500	1349.576294	1927.663330	0.654499
373	4	510	1361.465820	1944.615356	0.739331
374	4	520	1433.065063	2047.013306	0.476485
375	4	530	1197.391113	1710.274048	0.611412
376	4	540	1423.213257	2032.925537	0.507146
377	4	550	1414.852417	2020.895386	0.701225
378	4	560	1308.671997	1869.259277	0.580805
379	4	570	1428.631714	2040.571411	0.725848
380	4	580	1569.616577	2241.980225	0.727015
381	4	590	1281.273560	1830.039673	0.776646
382	4	600	1446.973389	2066.738037	0.809079
383	4	610	1452.354492	2074.509277	0.614751
384	4	620	1226.911255	1752.345825	0.850235
385	4	630	1337.050903	1909.792480	0.606749
386	4	640	1413.933105	2019.540405	0.798560
387	4	650	1506.153687	2151.335205	0.683605
388	4	660	1481.714600	2116.394043	0.755164
389	4	670	1460.021973	2085.456787	0.634862
390	4	680	1467.048340	2095.398438	0.855471
391	4	690	1314.530640	1877.586792	0.688622
392	4	700	1383.661499	1976.364380	0.642159
393	4	710	1293.610474	1847.674683	0.753051
394	4	720	1289.028564	1841.110474	0.794879
395	4	730	1463.630005	2090.631592	0.582082
396	4	740	1427.125488	2038.478516	0.581520
397	4	750	1447.611206	2067.689453	0.722891
398	4	760	1221.927734	1745.310669	0.651984
399	4	770	1517.970215	2168.159180	0.818354
400	4	780	1363.683960	1947.705078	0.921339
401	4	790	1419.049561	2026.824707	0.866281
402	5	0	1308.386719	1868.890747	0.435149
403	5	10	1382.568237	1974.897827	0.387527
404	5	20	1386.964478	1981.118530	0.544367
405	5	30	1358.885864	1940.979858	0.605960
406	5	40	1360.884155	1943.812500	0.658989
407	5	50	1244.694946	1777.837036	0.646946
408	5	60	1224.463745	1749.015259	0.445710
409	5	70	1347.130737	1924.199707	0.590537
410	5	80	1429.954346	2042.478882	0.685806
411	5	90	1352.411987	1931.725952	0.625430
412	5	100	1466.625366	2094.904785	0.593077
413	5	110	1453.786743	2076.579590	0.561722
414	5	120	1248.493164	1783.249390	0.678761
415	5	130	1514.091553	2162.598877	0.859939
416	5	140	1222.230103	1745.627930	0.915002
417	5	150	1455.406860	2078.808105	0.752379
418	5	160	1420.106201	2028.365967	0.777469
419	5	170	1284.572754	1834.794800	0.665623
420	5	180	1367.554321	1953.304565	0.742068
421	5	190	1413.462036	2019.101440	0.235870
422	5	200	1360.753418	1943.774414	0.320190
423	5	210	1269.086670	1812.879150	0.178670
424	5	220	1480.787231	2115.314697	0.169493
425	5	230	1487.907104	2125.467041	0.217935
426	5	240	1444.086548	2062.919678	0.092059
427	5	250	1451.721069	2073.839844	0.065567
428	5	260	1357.755005	1939.610352	0.046831
429	5	270	1472.670288	2103.669434	0.286394
430	5	280	1328.677368	1897.822632	0.623275
431	5	290	1296.880615	1852.415894	0.575874
432	5	300	1328.223267	1897.235596	0.479566
433	5	310	1362.931274	1946.795166	0.534997
434	5	320	1229.172485	1755.731445	0.483907
435	5	330	1442.493896	2060.404541	0.657346
436	5	340	1302.583130	1860.618896	0.444222
437	5	350	1327.424927	1896.160034	0.336509
438	5	360	1278.254639	1825.830688	0.521592
439	5	370	1394.487061	1991.821167	0.662953
440	5	380	1523.817139	2176.612061	0.584533
441	5	390	1404.395996	2005.982178	0.648921
442	5	400	1266.433105	1808.959473	0.479279
443	5	410	1277.715088	1824.876221	0.962244
444	5	420	1403.989746	2005.337769	0.796479
445	5	430	1454.375366	2077.359619	0.694451
446	5	440	1419.081177	2027.030396	0.487095
447	5	450	1314.675781	1877.774170	0.734761
448	5	460	1302.769531	1860.684448	0.923242
449	5	470	1318.351196	1882.957520	0.886626
450	5	480	1354.560913	1934.803345	0.612899
451	5	490	1316.400513	1880.184326	0.859117
452	5	500	1341.585815	1916.268921	0.613717
453	5	510	1458.224365	2082.825195	0.778357
454	5	520	1479.082275	2112.717041	0.563351
455	5	530	1448.988159	2069.620117	0.807332
456	5	540	1440.271606	2057.233398	0.649538
457	5	550	1476.662476	2109.143555	0.834217
458	5	560	1292.021973	1845.376099	0.820567
459	5	570	1304.940308	1863.918945	0.614362
460	5	580	1415.076172	2021.189453	0.766539
461	5	590	1307.805542	1867.920288	0.835762
462	5	600	1385.477173	1978.963501	0.633540
463	5	610	1417.446655	2024.610107	0.687311
464	5	620	1280.088623	1828.354736	0.757860
465	5	630	1131.248413	1615.768799	0.641133
466	5	640	1354.517822	1934.660889	0.802944
467	5	650	1002.137634	1431.351929	0.591538
468	5	660	1413.459229	2018.927612	0.659104
469	5	670	1378.563599	1969.036255	0.758121
470	5	680	1392.209717	1988.543457	0.722436
471	5	690	1303.313232	1861.545288	0.723787
472	5	700	1241.891113	1773.776001	0.779956
473	5	710	1359.736206	1942.139526	0.744797
474	5	720	1232.081787	1759.767456	0.767929
475	5	730	1394.352539	1991.585205	0.766035
476	5	740	1346.185913	1922.737305	0.853166
477	5	750	1411.400269	2015.893799	0.879704
478	5	760	1340.614014	1914.878540	0.618478
479	5	770	1411.840820	2016.621216	0.653979
480	5	780	1295.060181	1849.745972	0.745162
481	5	790	1363.555908	1947.629150	0.677069
482	6	0	1356.883667	1938.196899	0.392945
483	6	10	1312.633179	1874.958374	0.467338
484	6	20	1226.633911	1752.084839	0.510485
485	6	30	1336.250610	1908.648560	0.602218
486	6	40	1262.300415	1803.019897	0.568063
487	6	50	1254.145630	1791.416260	0.466835
488	6	60	1259.814697	1799.446167	0.629440
489	6	70	1385.664917	1979.166626	0.784929
490	6	80	1381.033447	1972.531738	0.826299
491	6	90	1443.884521	2062.351074	0.748937
492	6	100	1356.253418	1937.245605	0.555222
493	6	110	1429.744751	2042.234497	0.559879
494	6	120	1310.239502	1871.463867	0.665615
495	6	130	1467.765015	2096.525391	0.601200
496	6	140	1318.490723	1883.309570	0.537027
497	6	150	1487.782349	2125.057861	0.747420
498	6	160	1445.030640	2063.977051	0.772383
499	6	170	1458.212402	2082.914795	0.512589
500	6	180	1336.941162	1909.707397	0.426033
501	6	190	1404.772217	2006.591919	0.474347
502	6	200	1366.565308	1952.130493	0.187484
503	6	210	1327.782837	1896.704468	0.246901
504	6	220	1361.255493	1944.509644	0.280587
505	6	230	1457.049683	2081.416748	0.154114
506	6	240	1414.351562	2020.449829	0.080071
507	6	250	1335.012817	1907.107422	0.075393
508	6	260	1363.898315	1948.373535	0.065135
509	6	270	1384.229614	1977.284790	0.389384
510	6	280	1538.049805	2196.930664	0.611791
511	6	290	1348.751831	1926.542969	0.516485
512	6	300	1346.113770	1922.715820	0.661093
513	6	310	1372.310059	1960.300171	0.286997
514	6	320	1280.447876	1829.009399	0.430223
515	6	330	1259.928345	1799.647095	0.531739
516	6	340	1313.598633	1876.282104	0.617232
517	6	350	1371.412842	1958.859009	0.660801
518	6	360	1426.265503	2037.245483	0.600555
519	6	370	1230.747559	1757.848511	0.791514
520	6	380	1190.675171	1700.730225	0.506671
521	6	390	1443.420288	2061.725342	0.669531
522	6	400	1263.223511	1804.231812	0.825624
523	6	410	1367.112183	1952.701538	0.697961
524	6	420	1419.890015	2028.033691	0.845117
525	6	430	1431.695312	2044.922607	0.784215
526	6	440	1432.330322	2045.832642	0.778210
527	6	450	1274.269653	1820.044189	0.752745
528	6	460	1343.095703	1918.430664	0.603850
529	6	470	1417.196411	2024.325195	0.516653
530	6	480	1284.370483	1834.479370	0.737325
531	6	490	1178.409058	1683.180176	0.558997
532	6	500	1494.810669	2135.075439	0.813320
533	6	510	1489.554443	2127.569336	0.813240
534	6	520	1391.265259	1987.189453	0.726726
535	6	530	1479.833008	2113.732666	0.695651
536	6	540	1407.253662	2010.000000	0.799864
537	6	550	1447.389526	2067.305176	0.878993
538	6	560	1352.370605	1931.578125	0.843781
539	6	570	1459.776733	2085.023682	0.825919
540	6	580	1502.593384	2146.258057	0.665921
541	6	590	1196.839722	1709.462646	0.668849
542	6	600	1374.487061	1963.207642	0.762778
543	6	610	1395.497192	1993.193848	0.827273
544	6	620	1366.498169	1951.837646	0.657627
545	6	630	1468.519653	2097.508057	0.837679
546	6	640	1378.367065	1968.712891	0.848922
547	6	650	1398.620605	1997.789062	0.517841
548	6	660	1379.894531	1970.926147	0.783105
549	6	670	1220.477661	1743.251953	0.620075
550	6	680	1393.359741	1990.149170	0.811346
551	6	690	1179.033203	1684.073853	0.560576
552	6	700	1340.453247	1914.654663	0.608216
553	6	710	1348.977417	1926.829712	0.614788
554	6	720	1326.770752	1895.041260	0.763276
555	6	730	1265.830444	1808.028198	0.655937
556	6	740	1209.386963	1727.367554	0.713278
557	6	750	1492.214844	2131.404785	0.722681
558	6	760	1289.806152	1842.282227	0.655947
559	6	770	1442.919189	2060.973145	0.747839
560	6	780	1350.429932	1928.904419	0.608201
561	6	790	1338.348389	1911.633545	0.636558
562	7	0	1358.850342	1940.972778	0.467546
563	7	10	1243.785767	1776.610962	0.457266
564	7	20	1398.897095	1998.135132	0.610348
565	7	30	1399.764526	1999.378906	0.607848
566	7	40	1485.559448	2121.885254	0.750717
567	7	50	1506.591309	2152.014648	0.556797
568	7	60	1324.929932	1892.439697	0.687089
569	7	70	1474.787231	2106.470947	0.809078
570	7	80	1253.681763	1790.632080	0.754481
571	7	90	1337.231812	1910.017090	0.690655
572	7	100	1220.265381	1743.050293	0.373641
573	7	110	1412.789307	2017.991455	0.611065
574	7	120	1350.945190	1929.641724	0.602668
575	7	130	1422.257568	2031.490723	0.659678
576	7	140	1414.578247	2020.477417	0.755524
577	7	150	1458.121338	2082.685303	0.747187
578	7	160	1425.598145	2036.252808	0.679480
579	7	170	1419.846069	2028.098633	0.514319
580	7	180	1345.080566	1921.392944	0.295777
581	7	190	1331.403076	1901.902222	0.180966
582	7	200	1293.921265	1848.290039	0.336749
583	7	210	1368.354980	1954.699585	0.164133
584	7	220	1309.736816	1870.956055	0.168667
585	7	230	1450.281372	2071.689941	0.278368
586	7	240	1426.145752	2037.299683	0.073477
587	7	250	1397.688354	1996.640503	0.082873
588	7	260	1316.860962	1881.181763	0.053780
589	7	270	1346.749634	1923.748535	0.364870
590	7	280	1315.387451	1878.997803	0.245501
591	7	290	1344.519897	1920.467285	0.598922
592	7	300	1381.602173	1973.405762	0.685549
593	7	310	1382.643433	1975.016968	0.391765
594	7	320	1354.416138	1934.687378	0.401665
595	7	330	1423.022095	2032.602051	0.620212
596	7	340	1409.325195	2013.050171	0.590553
597	7	350	1284.895020	1835.210938	0.778546
598	7	360	1377.147339	1967.107666	0.524083
599	7	370	1401.322388	2001.559814	0.725888
600	7	380	1407.746094	2010.745483	0.705721
601	7	390	1372.447021	1960.312378	0.716543
602	7	400	1309.534790	1870.504395	0.560578
603	7	410	1243.473877	1776.061157	0.726125
604	7	420	1220.940430	1743.817627	0.836816
605	7	430	1464.889648	2092.309814	0.862403
606	7	440	1431.946655	2045.424927	0.453166
607	7	450	1446.498901	2066.163330	0.570197
608	7	460	1413.837646	2019.395020	0.827318
609	7	470	1307.480103	1867.554688	0.598218
610	7	480	1370.200928	1957.137695	0.641301
611	7	490	1360.670776	1943.461792	0.779117
612	7	500	1046.138062	1494.139526	0.741370
613	7	510	1219.368652	1741.612183	0.752595
614	7	520	1227.974854	1753.989868	0.569693
615	7	530	1398.056030	1996.886108	0.736805
616	7	540	950.879456	1358.147339	0.539324
617	7	550	1386.491089	1980.314819	0.851830
618	7	560	1324.604980	1892.021606	0.590594
619	7	570	1402.713623	2003.562378	0.690080
620	7	580	1275.182617	1821.283447	0.906583
621	7	590	1384.607788	1977.604858	0.903584
622	7	600	1423.862183	2033.726807	0.805558
623	7	610	1235.002563	1763.936768	0.769846
624	7	620	1250.976807	1786.706665	0.897556
625	7	630	1332.485840	1903.156372	0.869930
626	7	640	1458.402588	2083.083008	0.773474
627	7	650	1135.820190	1622.256592	0.757628
628	7	660	1320.869263	1886.610107	0.759129
629	7	670	1304.175903	1862.767334	0.756792
630	7	680	1435.267456	2050.055176	0.720706
631	7	690	1401.462036	2001.760986	0.722985
632	7	700	1300.098267	1856.880249	0.895136
633	7	710	1397.207275	1995.695312	0.691184
634	7	720	1345.563110	1921.894897	0.743219
635	7	730	1416.566528	2023.384644	0.609165
636	7	740	1354.683716	1934.904419	0.791650
637	7	750	1360.242188	1942.771240	0.966691
638	7	760	1302.569458	1860.420654	0.873550
639	7	770	1312.209595	1874.256104	0.722562
640	7	780	1458.497437	2083.216797	0.776827
641	7	790	1427.807739	2039.451416	0.598855
642	8	0	1386.806030	1980.941162	0.377273
643	8	10	1445.631714	2064.946533	0.488454
644	8	20	1429.696289	2042.184570	0.497292
645	8	30	1235.854004	1765.181763	0.692367
646	8	40	1320.759033	1886.473511	0.703334
647	8	50	1371.998169	1959.608643	0.853553
648	8	60	1348.648560	1926.401367	0.512755
649	8	70	1357.438110	1938.945923	0.536476
650	8	80	1123.539185	1604.782349	0.576781
651	8	90	1407.131226	2009.889771	0.645272
652	8	100	1342.496948	1917.524780	0.720311
653	8	110	1448.692871	2069.182617	0.841253
654	8	120	1405.953491	2008.253784	0.535297
655	8	130	1193.355713	1704.436157	0.779617
656	8	140	963.074707	1375.422241	0.864380
657	8	150	1346.796631	1923.747925	0.516595
658	8	160	1391.528687	1987.542603	0.769019
659	8	170	1452.093628	2074.107910	0.673439
660	8	180	1403.558594	2004.862427	0.450371
661	8	190	1249.282227	1784.562988	0.230249
662	8	200	1256.868286	1795.370972	0.298770
663	8	210	1332.712891	1903.708740	0.335082
664	8	220	1291.759033	1845.243286	0.238566
665	8	230	1387.081543	1981.453003	0.162103
666	8	240	1434.181396	2048.774658	0.088726
667	8	250	1327.724121	1896.643921	0.187504
668	8	260	1430.792114	2043.928955	0.091507
669	8	270	1238.526123	1769.165771	0.316068
670	8	280	1168.216919	1668.574463	0.669985
671	8	290	1330.818115	1900.924683	0.515798
672	8	300	1315.344971	1878.812622	0.537466
673	8	310	1217.922241	1739.706787	0.371759
674	8	320	1370.064209	1956.999390	0.500396
675	8	330	1332.159546	1902.727539	0.792753
676	8	340	1205.676636	1722.163330	0.491698
677	8	350	1308.456055	1868.854004	0.822583
678	8	360	1397.507446	1996.172607	0.576972
679	8	370	1466.194824	2094.247559	0.699622
680	8	380	1427.342651	2038.720947	0.748566
681	8	390	1320.997559	1886.904785	0.499890
682	8	400	1390.767944	1986.485107	0.709283
683	8	410	1374.665161	1963.558228	0.539977
684	8	420	1388.243774	1982.849854	0.789033
685	8	430	1410.843750	2015.116211	0.832263
686	8	440	1432.997681	2046.798096	0.751874
687	8	450	1251.086792	1786.855713	0.916947
688	8	460	1440.684448	2057.726807	0.877895
689	8	470	1148.980957	1640.985229	0.930780
690	8	480	1001.740234	1430.772949	0.618859
691	8	490	1523.808960	2176.578125	0.640185
692	8	500	1335.772339	1907.861206	0.857553
693	8	510	1386.616577	1980.585815	0.649045
694	8	520	1362.875610	1946.745972	0.461250
695	8	530	1284.582031	1834.767578	0.770874
696	8	540	1429.549194	2041.860352	0.777542
697	8	550	1401.506836	2001.777344	0.834401
698	8	560	1429.100586	2041.199829	0.828236
699	8	570	1435.349731	2050.132568	0.817254
700	8	580	1437.290161	2052.964355	0.670519
701	8	590	1420.744751	2029.231934	0.897975
702	8	600	1361.573608	1944.770996	0.738393
703	8	610	1378.943726	1969.614746	0.671428
704	8	620	1201.737549	1716.395752	0.818644
705	8	630	1422.165161	2031.343750	0.698188
706	8	640	1108.092896	1582.670898	0.691073
707	8	650	1435.058594	2049.674805	0.913356
708	8	660	1405.946411	2008.130615	0.803632
709	8	670	860.967590	1229.648071	0.648340
710	8	680	1378.332764	1968.755249	0.633086
711	8	690	1406.590576	2009.001465	0.924624
712	8	700	1489.767212	2127.885254	0.781318
713	8	710	1343.494629	1918.883667	0.877589
714	8	720	1420.721802	2029.249756	0.775972
715	8	730	1426.748901	2037.924927	0.630388
716	8	740	1432.892578	2046.610718	0.841823
717	8	750	1249.893799	1785.180420	0.850980
718	8	760	1455.968750	2079.666504	0.632968
719	8	770	1293.918701	1848.141235	0.679371
720	8	780	1412.402344	2017.389893	0.728187
721	8	790	1304.302734	1862.868408	0.936528
722	9	0	1413.306396	2018.774414	0.449887
723	9	10	1337.496216	1910.364990	0.731308
724	9	20	1338.384277	1911.624756	0.765158
725	9	30	1323.546997	1890.543701	0.498498
726	9	40	1422.120605	2031.290405	0.674362
727	9	50	1237.242310	1767.142700	0.756632
728	9	60	1364.020020	1948.316284	0.615400
729	9	70	1396.103882	1994.059082	0.819176
730	9	80	1474.839233	2106.611572	0.659980
731	9	90	1306.749268	1866.475830	0.661956
732	9	100	1326.765015	1895.051636	0.714518
733	9	110	994.260498	1420.094849	0.588301
734	9	120	1209.722046	1727.875854	0.625566
735	9	130	1320.049805	1885.491821	0.624969
736	9	140	1419.155518	2027.033813	0.726517
737	9	150	1357.963745	1939.657227	0.626141
738	9	160	1425.526611	2036.057617	0.892622
739	9	170	1432.195435	2045.728027	0.554082
740	9	180	1370.989990	1958.269653	0.614567
741	9	190	1280.119995	1828.637817	0.170437
742	9	200	1448.227783	2068.739746	0.302694
743	9	210	1430.725098	2043.770020	0.230626
744	9	220	1262.436279	1803.368652	0.195303
745	9	230	1429.513428	2042.082764	0.133640
746	9	240	1348.874634	1926.824707	0.271336
747	9	250	1482.833008	2118.272217	0.090781
748	9	260	1284.135254	1834.391968	0.146598
749	9	270	1420.292603	2028.833008	0.320760
750	9	280	1390.077515	1985.644897	0.373154
751	9	290	1381.537720	1973.385254	0.511738
752	9	300	1374.402832	1963.177612	0.549700
753	9	310	1308.133789	1868.518433	0.520168
754	9	320	1322.069580	1888.404785	0.570695
755	9	330	1449.074097	2069.705811	0.887999
756	9	340	1458.985229	2083.982910	0.612137
757	9	350	1343.285889	1918.676636	0.664140
758	9	360	1447.810425	2068.050537	0.540034
759	9	370	1460.863403	2086.611084	0.733517
760	9	380	1373.403320	1961.622803	0.838291
761	9	390	1374.123291	1962.596191	0.967684
762	9	400	1249.257080	1784.304688	0.764707
763	9	410	1398.777222	1997.874634	0.838872
764	9	420	1384.479492	1977.460938	0.812294
765	9	430	1225.615112	1750.596069	0.616217
766	9	440	1347.769653	1925.100830	0.612657
767	9	450	1357.306030	1938.697388	0.690626
768	9	460	1018.706848	1454.989258	0.654642
769	9	470	1215.682617	1736.390991	0.655480
770	9	480	1239.339600	1770.286743	0.414641
771	9	490	1359.354248	1941.561157	0.827367
772	9	500	1376.102539	1965.457275	0.890860
773	9	510	1247.922241	1782.463989	0.610006
774	9	520	1344.502686	1920.388794	0.724821
775	9	530	947.442505	1353.235229	0.553689
776	9	540	1369.056641	1955.501953	0.641032
777	9	550	1366.238892	1951.395020	0.823897
778	9	560	1404.218750	2005.637085	0.866393
779	9	570	1251.344604	1787.340332	0.649121
780	9	580	1503.926514	2148.070312	0.877925
781	9	590	1450.334717	2071.548828	0.797674
782	9	600	1360.527344	1943.254761	0.785011
783	9	610	1400.729248	2000.759888	0.612871
784	9	620	1495.033325	2135.348633	0.924930
785	9	630	1349.338135	1927.270996	0.791245
786	9	640	1388.601440	1983.355835	0.798059
787	9	650	1412.767456	2017.896362	0.756240
788	9	660	1393.533813	1990.459595	0.659816
789	9	670	1322.295776	1888.663574	0.729842
790	9	680	1448.395996	2068.792236	0.762066
791	9	690	1304.102783	1862.712769	0.640500
792	9	700	1416.283569	2022.959595	0.666641
793	9	710	1189.346313	1698.703491	0.803245
794	9	720	1184.504761	1691.757202	0.866598
795	9	730	991.839294	1416.619629	0.630276
796	9	740	1487.599121	2124.819092	0.706546
797	9	750	1466.732666	2094.909180	0.947072
798	9	760	1409.946411	2013.790039	0.932690
799	9	770	1151.086914	1644.030762	0.842562
800	9	780	1278.359253	1825.851440	0.838981
801	9	790	1353.129028	1932.744629	0.652414