mask-ddpm/example/results/train_log.csv

1	epoch	step	loss	loss_cont	loss_disc
2	0	0	3869.198242	5526.386719	2.089514
3	0	10	2676.015137	3822.225098	1.355459
4	0	20	2351.407959	3358.614014	1.142225
5	0	30	4124.364258	5891.434082	1.040149
6	0	40	2170.554932	3100.330322	0.942207
7	0	50	3030.906982	4329.409668	0.961201
8	0	60	3023.783936	4319.312500	0.774893
9	0	70	2028.925781	2898.103027	0.734707
10	0	80	2011.560913	2873.246094	0.859900
11	0	90	1637.303589	2338.622314	0.788646
12	0	100	1594.278198	2277.179688	0.758626
13	0	110	1639.327148	2341.547119	0.728148
14	0	120	1702.773438	2432.185791	0.716185
15	0	130	1710.052002	2442.549316	0.819207
16	0	140	1206.576294	1723.345215	0.691570
17	0	150	1825.804688	2607.958252	0.687905
18	0	160	1520.196045	2171.407471	0.615197
19	0	170	1657.031006	2366.872070	0.644100
20	0	180	1275.509766	1821.893555	0.509139
21	0	190	1737.897217	2482.588623	0.198185
22	0	200	1286.314941	1837.485107	0.155898
23	0	210	1516.860840	2166.885010	0.056793
24	0	220	1691.960205	2416.956787	0.215464
25	0	230	1627.587646	2325.067871	0.056354
26	0	240	1468.197876	2097.372559	0.045814
27	0	250	1494.221191	2134.550781	0.045303
28	0	260	1578.955444	2255.595459	0.036004
29	0	270	1230.047974	1757.069702	0.254133
30	0	280	1578.260498	2254.408203	0.515219
31	0	290	1495.701660	2136.535156	0.352956
32	0	300	1503.293945	2147.319336	0.494667
33	0	310	1486.164673	2122.894775	0.397100
34	0	320	1636.717407	2338.003418	0.321750
35	0	330	1475.009155	2106.866943	0.601093
36	0	340	1546.248535	2208.518066	0.897924
37	0	350	1650.684082	2357.739990	0.820835
38	0	360	1431.335205	2044.470459	0.619456
39	0	370	1188.930054	1698.179077	0.594411
40	0	380	1644.156006	2348.477295	0.659904
41	0	390	1127.067749	1609.725586	0.765750
42	0	400	1478.289062	2111.547363	0.614395
43	0	410	1840.303711	2628.701172	0.629117
44	0	420	1614.495728	2306.105225	0.653947
45	0	430	1499.083130	2141.290039	0.528396
46	0	440	1539.432251	2198.810791	0.792699
47	0	450	1559.540527	2227.585205	0.704415
48	0	460	1471.636963	2102.013672	0.705287
49	0	470	1461.995483	2088.352539	0.450619
50	0	480	1289.979980	1842.562256	0.564788
51	0	490	1510.167969	2157.025879	0.778431
52	0	500	1410.622925	2014.796997	0.826518
53	0	510	1492.487427	2131.798828	0.709307
54	0	520	1324.733887	1892.148560	0.707545
55	0	530	1573.284668	2247.223145	0.698357
56	0	540	1346.299072	1922.973633	0.677438
57	0	550	1516.542480	2166.159180	0.703444
58	0	560	1452.876465	2075.232178	0.641243
59	0	570	1617.027222	2309.718750	0.694877
60	0	580	1504.016479	2148.210693	0.846589
61	0	590	1510.321655	2157.344238	0.545838
62	0	600	1606.692139	2294.949463	0.705300
63	0	610	1500.035767	2142.535400	0.809894
64	0	620	1480.768066	2114.940430	0.973766
65	0	630	1451.838989	2073.637939	0.912077
66	0	640	1369.783081	1956.534302	0.643846
67	0	650	1476.012817	2108.290283	0.636766
68	0	660	1415.562012	2021.880127	0.765710
69	0	670	1517.255127	2167.194336	0.678044
70	0	680	1474.230591	2105.713135	0.719899
71	0	690	1572.172729	2245.568115	0.827821
72	0	700	1415.461060	2021.710815	0.814993
73	0	710	1549.532837	2213.266602	0.770565
74	0	720	1479.213867	2112.789795	0.798458
75	0	730	1468.856079	2098.014893	0.760996
76	0	740	1484.506226	2120.395264	0.713423
77	0	750	1503.507568	2147.531006	0.734540
78	0	760	1492.355225	2131.626221	0.667430
79	0	770	1222.025513	1745.417603	0.711521
80	0	780	1346.159302	1922.782593	0.647340
81	0	790	1362.390625	1945.938965	0.715572
82	1	0	1253.009888	1789.661865	0.697072
83	1	10	1372.328125	1960.110840	0.766180
84	1	20	1447.113037	2067.072998	0.467021
85	1	30	1481.161987	2115.567627	0.814370
86	1	40	1559.833008	2228.006592	0.697210
87	1	50	1435.428955	2050.357666	0.527330
88	1	60	1450.578491	2071.974854	0.602342
89	1	70	1609.200806	2298.581787	0.579234
90	1	80	1521.345093	2173.020752	0.711554
91	1	90	1366.668945	1952.034912	0.760673
92	1	100	1257.771729	1796.539795	0.576635
93	1	110	1313.619507	1876.276978	0.704498
94	1	120	1563.031494	2232.643311	0.558830
95	1	130	1503.260986	2147.115723	0.874368
96	1	140	1526.752808	2180.803467	0.560434
97	1	150	1386.268066	1980.088501	0.619327
98	1	160	1540.421021	2200.242188	0.775897
99	1	170	1409.860352	2013.824341	0.540318
100	1	180	1460.774780	2086.633301	0.362696
101	1	190	1535.725830	2193.744873	0.287933
102	1	200	1367.839844	1954.002441	0.067804
103	1	210	1249.740356	1785.295166	0.044298
104	1	220	1423.027954	2032.808838	0.149605
105	1	230	1438.717773	2055.209961	0.161978
106	1	240	1301.446533	1859.163330	0.046955
107	1	250	1415.149780	2021.599854	0.048198
108	1	260	1091.049194	1558.596558	0.026613
109	1	270	1487.738159	2125.233887	0.187669
110	1	280	1302.555054	1860.621704	0.326697
111	1	290	1496.198608	2137.169434	0.545119
112	1	300	1057.416260	1510.347900	0.502044
113	1	310	1469.397583	2098.935303	0.423166
114	1	320	1454.547729	2077.690674	0.493577
115	1	330	1192.599609	1703.592896	0.230028
116	1	340	1501.605469	2144.876709	0.595818
117	1	350	1484.143677	2119.891602	0.688078
118	1	360	1166.756592	1666.518066	0.598765
119	1	370	1513.400269	2161.607422	0.862010
120	1	380	1463.514648	2090.333740	0.890219
121	1	390	1529.610596	2184.806641	0.769140
122	1	400	1432.616577	2046.187500	0.899511
123	1	410	1089.975830	1556.783813	0.699505
124	1	420	1449.430786	2070.245605	0.807314
125	1	430	1244.854370	1777.985718	0.823884
126	1	440	1393.566040	1990.509399	0.642193
127	1	450	1425.231079	2035.765747	0.590492
128	1	460	1440.309448	2057.241455	0.757415
129	1	470	1514.269165	2162.876221	0.804275
130	1	480	1430.497070	2043.207397	0.779804
131	1	490	1453.652100	2076.338623	0.655604
132	1	500	1611.601074	2301.979004	0.655432
133	1	510	1405.868774	2008.075195	0.665782
134	1	520	1573.279053	2247.230713	0.673487
135	1	530	1442.349731	2060.117432	0.846498
136	1	540	1550.161865	2214.222412	0.638375
137	1	550	1447.720459	2067.825684	0.752088
138	1	560	1421.745239	2030.679077	0.847382
139	1	570	1428.851074	2040.898560	0.695187
140	1	580	1489.792236	2127.917480	0.788419
141	1	590	1360.093872	1942.604736	0.843702
142	1	600	1525.482666	2178.962158	0.651564
143	1	610	1561.029541	2229.759277	0.592618
144	1	620	1486.920898	2123.803711	0.799008
145	1	630	951.602966	1359.128418	0.640919
146	1	640	1367.093384	1952.646362	0.753016
147	1	650	1426.385986	2037.363037	0.733450
148	1	660	1439.989624	2056.810791	0.697459
149	1	670	1317.426392	1881.754150	0.618196
150	1	680	1392.680176	1989.298096	0.521434
151	1	690	1367.524414	1953.318604	0.623743
152	1	700	1560.784546	2229.329102	0.798654
153	1	710	1423.675903	2033.525757	0.639488
154	1	720	1399.255615	1998.573730	0.793049
155	1	730	1345.630737	1922.015625	0.678199
156	1	740	1466.017090	2093.993408	0.687628
157	1	750	1501.600952	2144.724121	0.935586
158	1	760	1526.754150	2180.708252	0.814867
159	1	770	1333.164429	1904.198486	0.696794
160	1	780	1495.793091	2136.597412	0.521692
161	1	790	1388.689941	1983.463257	0.834729
162	2	0	1415.399414	2021.768677	0.437196
163	2	10	1412.512329	2017.512573	0.758851
164	2	20	1529.837402	2185.199951	0.587297
165	2	30	1167.757446	1667.861206	0.782935
166	2	40	1082.453979	1546.102295	0.536646
167	2	50	1525.666504	2179.265869	0.556270
168	2	60	1464.031372	2091.143311	0.718486
169	2	70	1487.923584	2125.357178	0.525511
170	2	80	1308.684326	1869.223999	0.704472
171	2	90	1431.814819	2045.205688	0.515151
172	2	100	969.478027	1384.616943	0.737476
173	2	110	1577.754883	2253.587158	0.763604
174	2	120	1471.146240	2101.393799	0.514723
175	2	130	1686.778320	2409.439941	0.517965
176	2	140	1514.703369	2163.516602	0.745666
177	2	150	1512.194092	2159.955566	0.693349
178	2	160	1415.567261	2021.970337	0.569427
179	2	170	1308.961792	1869.657837	0.607297
180	2	180	1363.244263	1947.286255	0.415247
181	2	190	1547.337891	2210.351318	0.246936
182	2	200	1452.366211	2074.624756	0.370528
183	2	210	1500.030273	2142.852295	0.057631
184	2	220	1463.699951	2090.931396	0.100940
185	2	230	1186.892944	1695.512939	0.067852
186	2	240	1410.367920	2014.765869	0.059115
187	2	250	1392.073608	1988.546021	0.252084
188	2	260	1397.145142	1995.884033	0.037804
189	2	270	1342.041016	1917.080078	0.234890
190	2	280	1509.520996	2156.257568	0.406387
191	2	290	1255.926514	1793.849243	0.721057
192	2	300	1477.872070	2110.954346	0.633656
193	2	310	1401.089966	2001.326782	0.488559
194	2	320	1384.661255	1977.918823	0.337187
195	2	330	1492.882080	2132.376953	0.683608
196	2	340	1413.702393	2019.228149	0.760905
197	2	350	1433.949585	2048.134521	0.804639
198	2	360	1274.885254	1821.068237	0.400639
199	2	370	1385.892090	1979.542969	0.655933
200	2	380	1501.544922	2144.750977	0.675736
201	2	390	1449.760376	2070.787109	0.651395
202	2	400	1325.017456	1892.634644	0.533380
203	2	410	1415.471802	2021.716064	0.854835
204	2	420	1257.959473	1796.742920	0.739762
205	2	430	1345.070557	1921.214600	0.690436
206	2	440	1373.979614	1962.520142	0.665403
207	2	450	1393.090210	1989.775635	0.779934
208	2	460	1177.428467	1681.607666	0.952419
209	2	470	1521.278442	2172.947510	0.666199
210	2	480	1234.984985	1763.880249	0.833910
211	2	490	1442.533691	2060.485352	0.594373
212	2	500	1311.041992	1872.476440	0.984941
213	2	510	1410.535400	2014.712158	0.745234
214	2	520	1452.370728	2074.557129	0.556915
215	2	530	1399.519531	1999.077881	0.504873
216	2	540	1436.973755	2052.465576	0.783263
217	2	550	1353.011597	1932.491943	0.845493
218	2	560	1456.934814	2081.014893	0.706043
219	2	570	1419.242920	2027.189941	0.643371
220	2	580	1479.505005	2113.228516	0.774425
221	2	590	1405.901001	2008.104126	0.714783
222	2	600	1451.986328	2073.914551	0.775304
223	2	610	1088.840454	1555.147949	0.730102
224	2	620	1457.199463	2081.351074	0.800628
225	2	630	1418.964844	2026.758057	0.728449
226	2	640	1337.983398	1911.025635	0.832807
227	2	650	1475.449707	2107.509766	0.598628
228	2	660	1396.572266	1994.811890	0.630769
229	2	670	1382.894287	1975.211426	0.764593
230	2	680	1374.343506	1962.972290	0.835290
231	2	690	1429.381592	2041.673828	0.661857
232	2	700	1373.011963	1961.114990	0.722311
233	2	710	1125.180664	1606.990723	0.906888
234	2	720	1001.257446	1430.026123	0.734550
235	2	730	1524.646851	2177.760742	0.668317
236	2	740	1513.474731	2161.804688	0.660157
237	2	750	1152.450562	1646.076172	0.614178
238	2	760	1445.516479	2064.645996	0.835940
239	2	770	1458.717773	2083.451904	0.954762
240	2	780	1425.306396	2035.819336	0.729465
241	2	790	1376.595825	1966.149780	0.915235
242	3	0	1500.052856	2142.748291	0.309912
243	3	10	1246.066406	1779.893677	0.389274
244	3	20	1281.304688	1830.137573	0.634931
245	3	30	1457.143921	2081.293945	0.739475
246	3	40	1453.131104	2075.509766	0.852318
247	3	50	1220.769897	1743.610107	0.750200
248	3	60	1437.128296	2052.687744	0.769568
249	3	70	1046.413940	1494.603394	0.575448
250	3	80	1422.831787	2032.327271	0.626893
251	3	90	1475.254639	2107.259033	0.534190
252	3	100	1524.553711	2177.687012	0.533109
253	3	110	1469.812378	2099.498779	0.493742
254	3	120	1372.796753	1960.913330	0.478283
255	3	130	1342.610962	1917.736694	0.600813
256	3	140	1465.210083	2092.852783	0.652388
257	3	150	1611.275024	2301.422363	0.865149
258	3	160	1270.411621	1814.513428	0.781783
259	3	170	1370.258911	1957.255249	0.542629
260	3	180	1422.836060	2032.465088	0.313024
261	3	190	1310.234619	1871.663208	0.173398
262	3	200	1387.843994	1982.569824	0.091016
263	3	210	1451.339478	2073.268799	0.114767
264	3	220	1406.377075	2009.023560	0.139582
265	3	230	1477.381470	2110.488037	0.085414
266	3	240	1499.191284	2141.659180	0.052063
267	3	250	1304.499146	1863.526611	0.060107
268	3	260	1485.584961	2122.221191	0.053670
269	3	270	1330.519531	1900.556152	0.385912
270	3	280	1389.395630	1984.686157	0.339170
271	3	290	1346.460327	1923.218628	0.634246
272	3	300	1262.645630	1803.470093	0.671061
273	3	310	1201.553223	1716.270752	0.485823
274	3	320	1448.608276	2069.301514	0.278277
275	3	330	1456.587891	2080.542236	0.647125
276	3	340	1475.546143	2107.651367	0.585910
277	3	350	1381.966187	1973.918213	0.693598
278	3	360	1362.801514	1946.578125	0.602996
279	3	370	1408.342773	2011.654663	0.564578
280	3	380	1396.586426	1994.779053	0.758134
281	3	390	1343.752686	1919.287598	0.786670
282	3	400	1441.023071	2058.277344	0.718916
283	3	410	1341.109253	1915.563965	0.670249
284	3	420	1546.618652	2209.160889	0.645042
285	3	430	1331.724609	1902.123291	0.749872
286	3	440	1514.164917	2162.796143	0.649150
287	3	450	1377.299438	1967.203979	0.803488
288	3	460	1461.316406	2087.253418	0.752878
289	3	470	1168.442627	1668.957520	0.515881
290	3	480	1425.226318	2035.724854	0.683818
291	3	490	1324.390503	1891.688965	0.646373
292	3	500	1405.306641	2007.365601	0.448800
293	3	510	1466.366211	2094.531006	0.602545
294	3	520	1353.466797	1933.189087	0.741145
295	3	530	1341.999268	1916.939575	0.426505
296	3	540	1406.605591	2009.122559	0.692971
297	3	550	1349.639038	1927.682495	0.823246
298	3	560	1578.995605	2255.323486	0.855033
299	3	570	1389.576172	1984.826294	0.609384
300	3	580	1207.146729	1724.148804	0.753797
301	3	590	1345.491211	1921.773926	0.791643
302	3	600	1381.210205	1972.823242	0.737156
303	3	610	1430.481812	2043.245361	0.651688
304	3	620	1332.214233	1902.864868	0.655534
305	3	630	1315.015869	1878.321411	0.595629
306	3	640	1436.677124	2052.044189	0.772347
307	3	650	1294.459106	1848.904053	0.706131
308	3	660	1359.729492	1942.166870	0.661936
309	3	670	1417.479736	2024.662231	0.674449
310	3	680	1265.380615	1807.291870	0.871608
311	3	690	1216.526123	1737.520264	0.829052
312	3	700	1285.964233	1836.725220	0.804937
313	3	710	1474.450928	2106.069092	0.631775
314	3	720	1505.194458	2149.945312	0.733625
315	3	730	1455.154907	2078.440186	0.775874
316	3	740	1451.249756	2072.826904	0.860849
317	3	750	1482.343262	2117.328857	0.668217
318	3	760	1430.923096	2043.799927	0.828879
319	3	770	1383.549927	1976.123291	0.830668
320	3	780	1305.717041	1864.936157	0.831698
321	3	790	1358.510498	1940.362671	0.812538
322	4	0	1438.240234	2054.401123	0.433976
323	4	10	1374.169556	1962.777588	0.671086
324	4	20	1357.256592	1938.683960	0.534260
325	4	30	1333.362061	1904.536621	0.561112
326	4	40	1529.384399	2184.563232	0.582575
327	4	50	1546.842896	2209.460205	0.679383
328	4	60	1462.343628	2088.764893	0.638773
329	4	70	1457.949585	2082.485596	0.651845
330	4	80	1441.253540	2058.606934	0.717046
331	4	90	1615.213257	2307.127197	0.704564
332	4	100	1421.906006	2031.004272	0.634167
333	4	110	1333.679932	1904.909546	0.767246
334	4	120	1341.706177	1916.445801	0.598020
335	4	130	1320.460449	1886.060425	0.669630
336	4	140	1190.494263	1700.377075	0.719112
337	4	150	1553.832031	2219.433350	0.705443
338	4	160	1467.475220	2095.976807	0.918127
339	4	170	1359.272949	1941.507446	0.666744
340	4	180	1419.539673	2027.609009	0.659064
341	4	190	1453.491577	2076.286865	0.233417
342	4	200	1369.497681	1956.260498	0.323266
343	4	210	1408.431519	2011.950562	0.168821
344	4	220	1131.384766	1616.077759	0.383242
345	4	230	1473.938232	2105.577393	0.064077
346	4	240	1387.814331	1982.526001	0.100967
347	4	250	1549.760254	2213.896729	0.060214
348	4	260	1427.042358	2038.583496	0.064950
349	4	270	1468.402588	2097.394287	0.700523
350	4	280	1352.858765	1932.375000	0.601636
351	4	290	1409.888672	2013.805786	0.698228
352	4	300	1304.435425	1863.129639	0.754427
353	4	310	1513.732300	2162.312012	0.332578
354	4	320	1431.854980	2045.283203	0.471201
355	4	330	1461.706299	2087.843018	0.676291
356	4	340	1429.770020	2042.330688	0.413039
357	4	350	1235.824219	1765.231445	0.494409
358	4	360	1438.726440	2054.953857	0.810216
359	4	370	1473.376343	2104.471436	0.773968
360	4	380	1457.037109	2081.258301	0.470954
361	4	390	1324.666626	1892.022095	0.789440
362	4	400	1395.504395	1993.364014	0.451551
363	4	410	1464.205566	2091.478027	0.526993
364	4	420	1211.352295	1730.121948	0.850191
365	4	430	1385.909546	1979.561646	0.666077
366	4	440	1466.279175	2094.391113	0.643302
367	4	450	1302.622803	1860.474609	0.929950
368	4	460	1392.239380	1988.606934	0.672909
369	4	470	1359.608643	1941.945679	0.778425
370	4	480	1444.643677	2063.549072	0.474445
371	4	490	1460.494263	2086.162842	0.555614
372	4	500	1490.522461	2129.026367	0.639024
373	4	510	1470.490845	2100.469238	0.500110
374	4	520	1446.522217	2066.187256	0.594310
375	4	530	1373.891479	1962.302612	0.892278
376	4	540	1013.428223	1447.434326	0.685328
377	4	550	1491.903809	2130.883301	0.909535
378	4	560	1098.416016	1568.832764	0.719217
379	4	570	1528.942017	2183.869141	0.742657
380	4	580	1361.597656	1944.873901	0.572872
381	4	590	1548.603149	2211.880859	0.913574
382	4	600	1410.799438	2015.174683	0.547846
383	4	610	1400.128784	1999.904175	0.612285
384	4	620	1480.367310	2114.395264	0.921267
385	4	630	1483.564941	2119.067627	0.680215
386	4	640	1499.586182	2141.865234	0.890690
387	4	650	1481.087402	2115.481689	0.790868
388	4	660	1376.155640	1965.615112	0.712974
389	4	670	1359.300903	1941.546143	0.689060
390	4	680	1309.013916	1869.666382	0.786647
391	4	690	1297.109619	1852.620483	0.876013
392	4	700	1235.363525	1764.557495	0.536129
393	4	710	1329.905396	1899.551758	0.687686
394	4	720	1380.997314	1972.551392	0.657814
395	4	730	1391.819092	1988.084595	0.486126
396	4	740	1341.447754	1916.016479	0.739363
397	4	750	1397.971191	1996.774170	0.725023
398	4	760	1352.474854	1931.753174	0.784763
399	4	770	1418.287476	2025.872925	0.544995
400	4	780	1509.047241	2155.480469	0.661178
401	4	790	1234.484497	1763.260010	0.619108
402	5	0	1447.460449	2067.563721	0.456074
403	5	10	1311.252197	1872.992432	0.443137
404	5	20	1318.664673	1883.585938	0.459109
405	5	30	1398.174072	1997.120361	0.572721
406	5	40	1508.500732	2154.627197	0.820067
407	5	50	1448.311035	2068.730957	0.610203
408	5	60	1545.330688	2207.359863	0.550071
409	5	70	1380.722412	1972.220947	0.517019
410	5	80	1276.687744	1823.582520	0.548931
411	5	90	1460.419067	2086.036865	0.597587
412	5	100	1447.431030	2067.417236	0.745749
413	5	110	1350.830444	1929.492554	0.578147
414	5	120	1497.098755	2138.421387	0.626832
415	5	130	1527.188965	2181.394287	0.662104
416	5	140	1252.011719	1788.248047	0.721561
417	5	150	1348.510254	1926.050903	0.853684
418	5	160	1518.257324	2168.657227	0.600209
419	5	170	1511.659058	2159.154541	0.777851
420	5	180	1509.238037	2155.771484	0.600120
421	5	190	1451.317505	2073.082275	0.470127
422	5	200	1413.040527	2018.439697	0.389431
423	5	210	1501.802246	2145.363770	0.105258
424	5	220	1399.457031	1999.115234	0.200873
425	5	230	1463.107544	2090.053223	0.187260
426	5	240	1414.857910	2021.143799	0.142768
427	5	250	1472.966309	2104.192627	0.057835
428	5	260	1408.883545	2012.645752	0.061024
429	5	270	1372.397827	1960.330566	0.496826
430	5	280	1318.823242	1883.810669	0.466179
431	5	290	1372.670776	1960.703613	0.544649
432	5	300	1250.049072	1785.589478	0.395178
433	5	310	1490.520020	2129.090332	0.475051
434	5	320	1522.319458	2174.573730	0.349917
435	5	330	1450.960938	2072.561523	0.507376
436	5	340	1376.730835	1966.494995	0.569110
437	5	350	1336.564331	1909.221069	0.317064
438	5	360	1422.673340	2032.117310	0.598789
439	5	370	1383.353027	1975.895996	0.706435
440	5	380	1279.469482	1827.622314	0.390430
441	5	390	1441.347900	2058.727295	0.752932
442	5	400	1407.346191	2010.207153	0.626970
443	5	410	1407.785522	2010.807007	0.699193
444	5	420	1082.503296	1546.038574	0.881449
445	5	430	1521.658325	2173.532715	0.575968
446	5	440	1480.822632	2115.126465	0.739200
447	5	450	1357.610718	1939.134155	0.680934
448	5	460	962.469543	1374.596191	0.781923
449	5	470	1427.692139	2039.337646	0.473708
450	5	480	1360.136841	1942.821533	0.490712
451	5	490	1305.530151	1864.754761	0.619981
452	5	500	1449.546875	2070.454102	0.715916
453	5	510	1235.569946	1764.877930	0.473753
454	5	520	1317.972046	1882.610229	0.438533
455	5	530	1441.289185	2058.680420	0.662255
456	5	540	1214.128296	1734.120850	0.773490
457	5	550	1421.323486	2030.063354	0.882901
458	5	560	1375.724243	1965.014648	0.669703
459	5	570	1316.868408	1880.837158	0.897758
460	5	580	1367.366699	1953.024536	0.787493
461	5	590	1396.001709	1993.914185	0.833584
462	5	600	1521.123291	2172.648438	0.853381
463	5	610	1451.202637	2072.857178	0.629234
464	5	620	1450.676514	2071.977783	0.931779
465	5	630	1420.121216	2028.382812	0.796507
466	5	640	1337.569580	1910.501343	0.685233
467	5	650	1205.876953	1722.325562	0.785924
468	5	660	1403.756592	2005.014160	0.778861
469	5	670	1241.160645	1772.793945	0.631582
470	5	680	1400.045166	1999.762817	0.659689
471	5	690	1285.963013	1836.725952	0.805982
472	5	700	1440.295410	2057.212402	0.783768
473	5	710	1371.708252	1959.250610	0.729922
474	5	720	1435.849976	2050.885010	0.721066
475	5	730	1384.290405	1977.256226	0.664636
476	5	740	1473.647583	2104.871094	0.749747
477	5	750	1358.881226	1940.928345	0.726811
478	5	760	1217.797363	1739.354126	0.789399
479	5	770	1404.750610	2006.470703	0.689388
480	5	780	1389.727539	1985.016357	0.676512
481	5	790	1456.917969	2080.988525	0.713153
482	6	0	1440.192261	2057.077148	0.704053
483	6	10	1462.174683	2088.563477	0.526784
484	6	20	1400.749268	2000.832275	0.497634
485	6	30	1449.660400	2070.650146	0.632714
486	6	40	1379.906738	1970.936401	0.782521
487	6	50	1391.988892	1988.266724	0.627728
488	6	60	1346.674072	1923.569580	0.539584
489	6	70	1378.244629	1968.634399	0.618342
490	6	80	1451.790894	2073.685303	0.654474
491	6	90	1352.305786	1931.579102	0.622775
492	6	100	1337.684204	1910.678101	0.650811
493	6	110	1517.126709	2167.054443	0.579595
494	6	120	1325.204712	1892.871338	0.597489
495	6	130	1124.463379	1606.095703	0.600089
496	6	140	1302.155396	1859.874756	0.750810
497	6	150	1450.007812	2071.165527	0.583053
498	6	160	1362.584229	1946.190674	0.773589
499	6	170	1407.392700	2010.182129	0.828285
500	6	180	1299.211914	1855.792480	0.457899
501	6	190	1307.682861	1867.784058	0.708340
502	6	200	1235.176392	1764.454468	0.127775
503	6	210	1411.263306	2016.008179	0.130465
504	6	220	1286.031494	1837.111694	0.126395
505	6	230	1386.448364	1980.574463	0.108878
506	6	240	1440.317017	2057.443115	0.297112
507	6	250	1279.432129	1827.702881	0.076497
508	6	260	1499.891235	2142.651855	0.063409
509	6	270	1387.596313	1982.175537	0.197236
510	6	280	1255.164185	1792.929077	0.313485
511	6	290	1404.155029	2005.756470	0.365720
512	6	300	1243.489868	1776.172729	0.513635
513	6	310	1458.169922	2082.883545	0.453698
514	6	320	1319.587036	1884.917236	0.436878
515	6	330	1428.404541	2040.245361	0.729544
516	6	340	1479.371338	2113.045166	0.757853
517	6	350	1383.489868	1976.131348	0.608876
518	6	360	1456.415405	2080.356201	0.499377
519	6	370	1417.956665	2025.432739	0.471536
520	6	380	1473.644043	2104.880127	0.715830
521	6	390	1344.192139	1919.940308	0.729691
522	6	400	1426.081421	2037.048706	0.445015
523	6	410	1401.188477	2001.339111	0.791886
524	6	420	1427.388306	2038.814575	0.682429
525	6	430	1527.872437	2182.350342	0.715935
526	6	440	1314.218628	1877.223755	0.491732
527	6	450	1350.965820	1929.558228	0.873344
528	6	460	1484.712280	2120.651367	0.808158
529	6	470	1071.409668	1530.301025	0.606465
530	6	480	1329.991577	1899.737915	0.541901
531	6	490	1472.132324	2102.810791	0.505310
532	6	500	1430.560669	2043.442017	0.458912
533	6	510	1446.371338	2065.969238	0.596898
534	6	520	1384.235718	1977.140747	0.751548
535	6	530	1441.237549	2058.584961	0.715384
536	6	540	1320.003906	1885.323242	0.881789
537	6	550	1394.016724	1991.159912	0.638627
538	6	560	1437.459473	2053.151611	0.804526
539	6	570	1134.506958	1620.320923	0.890458
540	6	580	1373.656006	1962.040039	0.710613
541	6	590	1503.863770	2148.068115	0.675076
542	6	600	1452.546387	2074.775146	0.632620
543	6	610	1374.772095	1963.558350	0.895305
544	6	620	1474.704956	2106.406738	0.693842
545	6	630	1350.855103	1929.421509	0.822045
546	6	640	1279.024170	1826.864624	0.686143
547	6	650	1350.268555	1928.666992	0.630663
548	6	660	1448.995483	2069.645996	0.770477
549	6	670	1450.746704	2072.113525	0.847372
550	6	680	1411.439697	2015.987549	0.781077
551	6	690	1511.672974	2159.099854	0.964621
552	6	700	1324.668091	1892.075195	0.674218
553	6	710	1383.329224	1975.871338	0.695042
554	6	720	1401.612671	2001.990601	0.687561
555	6	730	1393.598022	1990.534180	0.704103
556	6	740	1438.902344	2055.227051	0.765099
557	6	750	1009.757874	1442.149414	0.779785
558	6	760	1376.190308	1965.690918	0.638224
559	6	770	1370.378540	1957.409424	0.589802
560	6	780	1322.320312	1888.645996	0.848652
561	6	790	1284.063965	1834.057495	0.696221
562	7	0	1496.594482	2137.795898	0.348306
563	7	10	1262.390015	1803.108032	0.627602
564	7	20	1467.322876	2095.891357	0.597809
565	7	30	1242.031494	1774.068237	0.535758
566	7	40	1436.358643	2051.650391	0.617222
567	7	50	1345.043823	1921.158569	0.721107
568	7	60	1242.191162	1774.206421	0.773638
569	7	70	1338.918945	1912.416382	0.702232
570	7	80	1300.536621	1857.647095	0.570952
571	7	90	1433.278442	2047.246338	0.642256
572	7	100	1436.827759	2052.280273	0.727277
573	7	110	1373.272949	1961.499268	0.700977
574	7	120	1141.701660	1630.723633	0.578669
575	7	130	1312.423950	1874.596558	0.638107
576	7	140	1379.091797	1969.801880	0.713618
577	7	150	1499.540283	2141.872314	0.714523
578	7	160	1468.091431	2096.887695	0.838718
579	7	170	1535.927612	2193.886230	0.625440
580	7	180	1377.096069	1967.000366	0.591538
581	7	190	1596.963501	2281.196533	0.366436
582	7	200	1335.749756	1908.080811	0.252623
583	7	210	1466.316162	2094.639160	0.179511
584	7	220	1397.908691	1996.951294	0.092947
585	7	230	1441.728394	2059.542725	0.113635
586	7	240	1300.381958	1857.621094	0.103577
587	7	250	1327.923584	1896.953003	0.132272
588	7	260	1491.220337	2130.256836	0.090971
589	7	270	1287.092651	1838.604248	0.188571
590	7	280	1384.736572	1977.989136	0.430680
591	7	290	1358.598145	1940.621582	0.497228
592	7	300	1399.375000	1998.817261	0.626912
593	7	310	1319.611206	1884.965454	0.405603
594	7	320	1443.433472	2061.847656	0.419492
595	7	330	1436.955566	2052.584473	0.446571
596	7	340	1638.629761	2340.625977	0.594915
597	7	350	1434.445435	2048.914307	0.635490
598	7	360	1354.846436	1935.285278	0.444220
599	7	370	1233.331909	1761.662720	0.516127
600	7	380	1285.781372	1836.544556	0.620788
601	7	390	1453.149658	2075.608398	0.698225
602	7	400	1288.745972	1840.657959	0.910209
603	7	410	1333.223511	1904.298584	0.658114
604	7	420	1512.821533	2160.783691	0.864110
605	7	430	1320.809814	1886.594238	0.598519
606	7	440	1442.227173	2059.999756	0.712309
607	7	450	1447.038452	2066.880127	0.698128
608	7	460	1297.669312	1853.450073	0.808971
609	7	470	1413.841675	2019.531128	0.524246
610	7	480	1031.721680	1473.584351	0.649582
611	7	490	1392.824707	1989.350586	0.887222
612	7	500	1385.746338	1979.332397	0.663326
613	7	510	1436.915405	2052.451416	0.621314
614	7	520	1421.091064	2029.783813	0.756231
615	7	530	1337.331909	1910.118286	0.782893
616	7	540	1447.626221	2067.734619	0.671007
617	7	550	1377.207642	1967.123779	0.698740
618	7	560	1191.045410	1701.077148	0.918699
619	7	570	1315.632446	1879.137695	0.733943
620	7	580	1278.728149	1826.416504	0.743406
621	7	590	1402.203857	2002.820923	0.718720
622	7	600	1406.864624	2009.446533	0.804708
623	7	610	1498.808350	2140.915283	0.521004
624	7	620	1370.715332	1957.742798	0.941851
625	7	630	1169.504028	1670.366211	0.778968
626	7	640	1329.983276	1899.666870	0.681205
627	7	650	1468.721680	2097.787842	0.858355
628	7	660	1406.871704	2009.564209	0.552780
629	7	670	1388.385132	1983.031616	0.831252
630	7	680	1358.497314	1940.353149	0.789291
631	7	690	1356.768433	1937.848877	0.873804
632	7	700	1311.337646	1872.929443	0.918562
633	7	710	1362.176147	1945.675781	0.628790
634	7	720	1274.425537	1820.263062	0.753849
635	7	730	1420.138672	2028.450195	0.703436
636	7	740	1402.282837	2002.999756	0.568513
637	7	750	1422.098633	2031.224731	0.753583
638	7	760	1429.205444	2041.409912	0.684238
639	7	770	1222.731079	1746.459473	0.646415
640	7	780	1425.874390	2036.638428	0.715643
641	7	790	1240.312256	1771.601807	0.584680
642	8	0	1495.484131	2136.186035	0.411930
643	8	10	1391.218628	1987.230103	0.441851
644	8	20	1447.059448	2066.806885	0.917002
645	8	30	1476.696045	2109.252930	0.662783
646	8	40	1316.436035	1880.236206	0.823997
647	8	50	1338.162964	1911.289062	0.805852
648	8	60	1447.336426	2067.383545	0.505147
649	8	70	1359.869995	1942.313843	0.788335
650	8	80	1374.785034	1963.725220	0.544252
651	8	90	1445.831299	2065.215088	0.559520
652	8	100	1359.228882	1941.466919	0.629610
653	8	110	1335.674316	1907.764648	0.751784
654	8	120	1264.482056	1806.076294	0.702879
655	8	130	1327.215820	1895.741333	0.598244
656	8	140	1342.533936	1917.549927	0.766399
657	8	150	1427.027588	2038.267944	0.744465
658	8	160	1260.778076	1800.799561	0.668365
659	8	170	1320.545288	1886.161865	0.711110
660	8	180	1375.456177	1964.726318	0.436039
661	8	190	1428.618896	2040.680908	0.422228
662	8	200	1426.171753	2037.307617	0.128657
663	8	210	1354.183594	1934.412476	0.263662
664	8	220	1077.677856	1539.404541	0.252681
665	8	230	1460.388184	2086.113525	0.312302
666	8	240	1364.337769	1948.936890	0.223992
667	8	250	1395.119507	1992.985962	0.047673
668	8	260	1403.923462	2005.553955	0.069464
669	8	270	1384.667236	1977.913452	0.378271
670	8	280	1419.025024	2026.924561	0.536358
671	8	290	1391.382080	1987.515991	0.362165
672	8	300	1460.436646	2085.998291	0.751165
673	8	310	1295.296509	1850.215942	0.439368
674	8	320	1422.257324	2031.552124	0.516419
675	8	330	1507.295776	2153.006348	0.587236
676	8	340	1288.401123	1840.353638	0.465802
677	8	350	1245.552612	1779.111084	0.538664
678	8	360	1363.401489	1947.376831	0.751151
679	8	370	1467.088257	2095.540283	0.654307
680	8	380	1230.184937	1757.074341	0.725529
681	8	390	1441.969604	2059.600586	0.785367
682	8	400	1383.395630	1975.983521	0.643915
683	8	410	1480.203735	2114.256104	0.708543
684	8	420	1469.475952	2098.974854	0.598815
685	8	430	1348.294189	1925.853638	0.614777
686	8	440	1426.978638	2038.244141	0.648779
687	8	450	1312.673096	1874.935181	0.675801
688	8	460	1475.822876	2107.958496	0.803108
689	8	470	1317.757935	1882.203857	0.673092
690	8	480	1383.337402	1975.933228	0.566320
691	8	490	1425.159790	2035.614014	0.723948
692	8	500	1499.304077	2141.544434	0.704335
693	8	510	1406.822632	2009.525757	0.461116
694	8	520	1362.073242	1945.593750	0.490157
695	8	530	1540.183350	2200.008545	0.553406
696	8	540	1305.171875	1864.289551	0.519488
697	8	550	1438.322876	2054.377197	0.813718
698	8	560	1490.187256	2128.507812	0.733652
699	8	570	1395.045166	1992.553467	0.817639
700	8	580	1493.424561	2133.100098	0.800646
701	8	590	1419.250244	2027.204956	0.640567
702	8	600	1422.687988	2032.006470	0.901047
703	8	610	1297.290527	1852.977661	0.642675
704	8	620	1252.951904	1789.593140	0.752138
705	8	630	1383.200195	1975.751343	0.536375
706	8	640	1304.565308	1863.290649	0.835949
707	8	650	1349.099121	1927.015625	0.587213
708	8	660	1365.651978	1950.639404	0.635811
709	8	670	1423.593994	2033.352905	0.778858
710	8	680	1205.177368	1721.345581	0.731911
711	8	690	1288.466187	1840.338257	0.713567
712	8	700	1364.954102	1949.631592	0.667007
713	8	710	1505.555054	2150.392090	0.890649
714	8	720	1460.799316	2086.522217	0.740698
715	8	730	1227.054321	1752.555054	0.846583
716	8	740	1406.916016	2009.543579	0.734530
717	8	750	1395.177002	1992.701172	0.911418
718	8	760	1410.536377	2014.689575	0.798414
719	8	770	1266.451172	1808.879272	0.738108
720	8	780	1354.918701	1935.238281	0.796581
721	8	790	1384.169189	1977.066528	0.695282
722	9	0	1221.901367	1745.338501	0.418446
723	9	10	1401.783447	2002.317139	0.467376
724	9	20	1311.510864	1873.272339	0.671853
725	9	30	1308.013672	1868.366089	0.457691
726	9	40	1309.001587	1869.677124	0.701640
727	9	50	1406.417847	2008.823608	0.754725
728	9	60	1324.637573	1892.041016	0.645288
729	9	70	1458.374634	2083.128174	0.567353
730	9	80	1502.809326	2146.593262	0.604170
731	9	90	1364.558960	1948.993164	0.832412
732	9	100	1368.037598	1954.031738	0.672487
733	9	110	1280.505859	1828.952637	0.743586
734	9	120	1408.602173	2012.060059	0.479632
735	9	130	1382.415527	1974.562012	0.689914
736	9	140	1458.461060	2083.154053	0.783297
737	9	150	1241.456421	1773.177979	0.710546
738	9	160	1262.011719	1802.555176	0.680147
739	9	170	1296.184448	1851.382568	0.654534
740	9	180	1544.063354	2205.600830	0.414613
741	9	190	1265.210327	1807.255371	0.372679
742	9	200	1474.624390	2106.489502	0.216651
743	9	210	1381.714233	1973.754883	0.232316
744	9	220	1322.096802	1888.639404	0.112104
745	9	230	1378.182739	1968.723633	0.206518
746	9	240	1348.099609	1925.739624	0.226410
747	9	250	1477.202881	2110.185791	0.202575
748	9	260	1405.730469	2008.059937	0.251299
749	9	270	1414.406128	2020.407593	0.353434
750	9	280	1377.568237	1967.798950	0.316197
751	9	290	1406.534668	2009.108032	0.478929
752	9	300	1409.653320	2013.581787	0.438509
753	9	310	1339.834229	1913.855103	0.404728
754	9	320	1430.921509	2043.908813	0.573034
755	9	330	1282.103638	1831.207397	0.814949
756	9	340	1295.191895	1849.954590	0.694327
757	9	350	1291.030762	1844.110107	0.451636
758	9	360	1225.832520	1750.826904	0.790775
759	9	370	1370.984985	1958.233887	0.687717
760	9	380	1395.398560	1993.085205	0.754508
761	9	390	1390.230225	1985.796021	0.533269
762	9	400	1508.790405	2155.098633	0.697363
763	9	410	1437.734009	2053.458740	1.001620
764	9	420	1310.588013	1871.936890	0.724546
765	9	430	1262.524658	1803.249512	0.790590
766	9	440	1375.751099	1965.043823	0.695310
767	9	450	1435.156250	2049.948242	0.597421
768	9	460	1414.385010	2020.239624	0.685260
769	9	470	1384.256958	1977.189575	0.710332
770	9	480	1365.109497	1949.864868	0.635769
771	9	490	1402.284668	2002.864258	0.879702
772	9	500	1352.635010	1932.030640	0.670761
773	9	510	1442.094849	2059.743164	0.872050
774	9	520	1418.011230	2025.404663	0.717805
775	9	530	1231.467163	1758.877197	0.795391
776	9	540	1449.312866	2070.208496	0.515497
777	9	550	1315.518799	1878.987549	0.712684
778	9	560	1363.636841	1947.716797	0.736196
779	9	570	1456.030640	2079.668701	0.828177
780	9	580	1487.966675	2125.317871	0.772617
781	9	590	1448.533203	2069.044189	0.634015
782	9	600	1368.023804	1954.035645	0.615023
783	9	610	1384.715698	1977.841675	0.705848
784	9	620	1353.001465	1932.512939	0.767068
785	9	630	1297.002441	1852.481934	0.836770
786	9	640	1471.848755	2102.252686	0.861125
787	9	650	1212.298462	1731.494141	0.797544
788	9	660	1345.140259	1921.317505	0.688761
789	9	670	1217.186157	1738.520264	0.693819
790	9	680	1476.746826	2109.303955	0.742260
791	9	690	1244.654785	1777.697266	0.844743
792	9	700	1344.864868	1920.924438	0.679922
793	9	710	1399.012085	1998.289429	0.656327
794	9	720	1201.834839	1716.555786	0.764074
795	9	730	1397.556519	1996.170776	0.746674
796	9	740	1255.799072	1793.672852	0.712884
797	9	750	1373.856567	1962.300049	0.784359
798	9	760	1358.637085	1940.588745	0.708994
799	9	770	1423.658447	2033.425903	0.824550
800	9	780	1326.638550	1894.811768	0.852790
801	9	790	1474.677856	2106.334473	0.770735