diff options
Diffstat (limited to 'doc')
-rw-r--r-- | doc/array_naive_vs_episodic.gnuplot | 1 | ||||
-rw-r--r-- | doc/array_naive_vs_episodic_deriv.gnuplot | 1 | ||||
-rw-r--r-- | doc/derivs/nn3.log | 1000 | ||||
-rw-r--r-- | doc/doc.tex | 2 | ||||
-rw-r--r-- | doc/logs/nn3.log | 1000 |
5 files changed, 2004 insertions, 0 deletions
diff --git a/doc/array_naive_vs_episodic.gnuplot b/doc/array_naive_vs_episodic.gnuplot index 00e9a92..a1196c5 100644 --- a/doc/array_naive_vs_episodic.gnuplot +++ b/doc/array_naive_vs_episodic.gnuplot @@ -3,6 +3,7 @@ set xrange [0: 1000] plot 'logs/old.log' with lines title 'QArray, old textbook strategy',\ 'logs/new.log' with lines title 'QArray, new reversed strategy',\ 'logs/nn2.log' using ($1, $2*20) with lines title 'QNN',\ + 'logs/nn3.log' using ($1, $2*20) with lines title 'QNN, randomize range 0.27',\ 'logs/nn.log' using ($1, $2*20) with lines title 'QNN, friendlyness=1' pause -1 diff --git a/doc/array_naive_vs_episodic_deriv.gnuplot b/doc/array_naive_vs_episodic_deriv.gnuplot index 123acce..66b4efa 100644 --- a/doc/array_naive_vs_episodic_deriv.gnuplot +++ b/doc/array_naive_vs_episodic_deriv.gnuplot @@ -3,5 +3,6 @@ set xrange [0: 1000] plot 'derivs/old.log' with lines lt rgb 'red' title 'QArray, old textbook strategy, n=100',\ 'derivs/new.log' with lines lt rgb 'green' title 'QArray, new reversed strategy, n=100',\ 'derivs/nn2.log' using ($1, $2*20) with lines lt rgb 'blue' title 'QNN, n=30',\ + 'derivs/nn3.log' using ($1, $2*20) with lines lt rgb 'blue' title 'QNN, randomisation range 0.27',\ 'derivs/nn.log' using ($1, $2*20) with lines lt rgb 'light-blue' title 'QNN, friendlyness=1, n=1' pause -1 diff --git a/doc/derivs/nn3.log b/doc/derivs/nn3.log new file mode 100644 index 0000000..04787fd --- /dev/null +++ b/doc/derivs/nn3.log @@ -0,0 +1,1000 @@ +0 2.000000e-03 1.000000e-01 0.000000e+00 +1 4.000000e-03 2.000000e-01 0.000000e+00 +2 4.000000e-03 2.000000e-01 0.000000e+00 +3 6.000000e-03 3.000000e-01 0.000000e+00 +4 8.000000e-03 4.000000e-01 0.000000e+00 +5 1.200000e-02 6.000000e-01 0.000000e+00 +6 1.400000e-02 7.000000e-01 0.000000e+00 +7 1.600000e-02 8.000000e-01 0.000000e+00 +8 1.800000e-02 9.000000e-01 0.000000e+00 +9 2.000000e-02 1.000000e+00 0.000000e+00 +10 2.600000e-02 1.300000e+00 0.000000e+00 +11 2.600000e-02 1.300000e+00 0.000000e+00 +12 2.800000e-02 1.400000e+00 0.000000e+00 +13 3.000000e-02 1.500000e+00 0.000000e+00 +14 3.200000e-02 1.600000e+00 0.000000e+00 +15 3.600000e-02 1.800000e+00 0.000000e+00 +16 3.800000e-02 1.900000e+00 0.000000e+00 +17 4.200000e-02 2.100000e+00 0.000000e+00 +18 4.400000e-02 2.200000e+00 0.000000e+00 +19 4.400000e-02 2.200000e+00 0.000000e+00 +20 4.600000e-02 2.300000e+00 0.000000e+00 +21 5.200000e-02 2.600000e+00 0.000000e+00 +22 5.600000e-02 2.800000e+00 0.000000e+00 +23 5.800000e-02 2.900000e+00 0.000000e+00 +24 6.400000e-02 3.200000e+00 0.000000e+00 +25 6.800000e-02 3.400000e+00 0.000000e+00 +26 6.800000e-02 3.400000e+00 0.000000e+00 +27 7.200000e-02 3.600000e+00 0.000000e+00 +28 7.600000e-02 3.800000e+00 0.000000e+00 +29 8.000000e-02 4.000000e+00 0.000000e+00 +30 8.200000e-02 4.100000e+00 0.000000e+00 +31 9.000000e-02 4.500000e+00 0.000000e+00 +32 9.600000e-02 4.800000e+00 0.000000e+00 +33 1.000000e-01 5.000000e+00 0.000000e+00 +34 1.020000e-01 5.100000e+00 0.000000e+00 +35 1.060000e-01 5.300000e+00 0.000000e+00 +36 1.100000e-01 5.500000e+00 0.000000e+00 +37 1.120000e-01 5.600000e+00 0.000000e+00 +38 1.160000e-01 5.800000e+00 0.000000e+00 +39 1.220000e-01 6.100000e+00 0.000000e+00 +40 1.280000e-01 6.400000e+00 0.000000e+00 +41 1.300000e-01 6.500000e+00 0.000000e+00 +42 1.340000e-01 6.700000e+00 0.000000e+00 +43 1.360000e-01 6.800000e+00 0.000000e+00 +44 1.400000e-01 7.000000e+00 0.000000e+00 +45 1.420000e-01 7.100000e+00 0.000000e+00 +46 1.460000e-01 7.300000e+00 0.000000e+00 +47 1.520000e-01 7.600000e+00 0.000000e+00 +48 1.560000e-01 7.800000e+00 0.000000e+00 +49 1.560000e-01 7.900000e+00 1.000000e-01 +50 1.580000e-01 8.100000e+00 2.000000e-01 +51 1.640000e-01 8.400000e+00 2.000000e-01 +52 1.680000e-01 8.700000e+00 3.000000e-01 +53 1.700000e-01 8.900000e+00 4.000000e-01 +54 1.700000e-01 9.100000e+00 6.000000e-01 +55 1.740000e-01 9.400000e+00 7.000000e-01 +56 1.780000e-01 9.700000e+00 8.000000e-01 +57 1.800000e-01 9.900000e+00 9.000000e-01 +58 1.820000e-01 1.010000e+01 1.000000e+00 +59 1.820000e-01 1.040000e+01 1.300000e+00 +60 1.880000e-01 1.070000e+01 1.300000e+00 +61 1.920000e-01 1.100000e+01 1.400000e+00 +62 1.940000e-01 1.120000e+01 1.500000e+00 +63 1.980000e-01 1.150000e+01 1.600000e+00 +64 1.980000e-01 1.170000e+01 1.800000e+00 +65 2.020000e-01 1.200000e+01 1.900000e+00 +66 2.020000e-01 1.220000e+01 2.100000e+00 +67 2.040000e-01 1.240000e+01 2.200000e+00 +68 2.080000e-01 1.260000e+01 2.200000e+00 +69 2.100000e-01 1.280000e+01 2.300000e+00 +70 2.080000e-01 1.300000e+01 2.600000e+00 +71 2.080000e-01 1.320000e+01 2.800000e+00 +72 2.100000e-01 1.340000e+01 2.900000e+00 +73 2.100000e-01 1.370000e+01 3.200000e+00 +74 2.100000e-01 1.390000e+01 3.400000e+00 +75 2.140000e-01 1.410000e+01 3.400000e+00 +76 2.140000e-01 1.430000e+01 3.600000e+00 +77 2.140000e-01 1.450000e+01 3.800000e+00 +78 2.140000e-01 1.470000e+01 4.000000e+00 +79 2.160000e-01 1.490000e+01 4.100000e+00 +80 2.120000e-01 1.510000e+01 4.500000e+00 +81 2.120000e-01 1.540000e+01 4.800000e+00 +82 2.120000e-01 1.560000e+01 5.000000e+00 +83 2.160000e-01 1.590000e+01 5.100000e+00 +84 2.180000e-01 1.620000e+01 5.300000e+00 +85 2.180000e-01 1.640000e+01 5.500000e+00 +86 2.200000e-01 1.660000e+01 5.600000e+00 +87 2.200000e-01 1.680000e+01 5.800000e+00 +88 2.200000e-01 1.710000e+01 6.100000e+00 +89 2.200000e-01 1.740000e+01 6.400000e+00 +90 2.260000e-01 1.780000e+01 6.500000e+00 +91 2.260000e-01 1.800000e+01 6.700000e+00 +92 2.280000e-01 1.820000e+01 6.800000e+00 +93 2.280000e-01 1.840000e+01 7.000000e+00 +94 2.300000e-01 1.860000e+01 7.100000e+00 +95 2.320000e-01 1.890000e+01 7.300000e+00 +96 2.320000e-01 1.920000e+01 7.600000e+00 +97 2.320000e-01 1.940000e+01 7.800000e+00 +98 2.340000e-01 1.960000e+01 7.900000e+00 +99 2.340000e-01 1.980000e+01 8.100000e+00 +100 2.340000e-01 2.010000e+01 8.400000e+00 +101 2.340000e-01 2.040000e+01 8.700000e+00 +102 2.340000e-01 2.060000e+01 8.900000e+00 +103 2.360000e-01 2.090000e+01 9.100000e+00 +104 2.340000e-01 2.110000e+01 9.400000e+00 +105 2.340000e-01 2.140000e+01 9.700000e+00 +106 2.360000e-01 2.170000e+01 9.900000e+00 +107 2.360000e-01 2.190000e+01 1.010000e+01 +108 2.340000e-01 2.210000e+01 1.040000e+01 +109 2.340000e-01 2.240000e+01 1.070000e+01 +110 2.320000e-01 2.260000e+01 1.100000e+01 +111 2.320000e-01 2.280000e+01 1.120000e+01 +112 2.300000e-01 2.300000e+01 1.150000e+01 +113 2.320000e-01 2.330000e+01 1.170000e+01 +114 2.300000e-01 2.350000e+01 1.200000e+01 +115 2.300000e-01 2.370000e+01 1.220000e+01 +116 2.300000e-01 2.390000e+01 1.240000e+01 +117 2.320000e-01 2.420000e+01 1.260000e+01 +118 2.320000e-01 2.440000e+01 1.280000e+01 +119 2.340000e-01 2.470000e+01 1.300000e+01 +120 2.340000e-01 2.490000e+01 1.320000e+01 +121 2.320000e-01 2.500000e+01 1.340000e+01 +122 2.320000e-01 2.530000e+01 1.370000e+01 +123 2.320000e-01 2.550000e+01 1.390000e+01 +124 2.320000e-01 2.570000e+01 1.410000e+01 +125 2.340000e-01 2.600000e+01 1.430000e+01 +126 2.340000e-01 2.620000e+01 1.450000e+01 +127 2.340000e-01 2.640000e+01 1.470000e+01 +128 2.340000e-01 2.660000e+01 1.490000e+01 +129 2.360000e-01 2.690000e+01 1.510000e+01 +130 2.360000e-01 2.720000e+01 1.540000e+01 +131 2.380000e-01 2.750000e+01 1.560000e+01 +132 2.360000e-01 2.770000e+01 1.590000e+01 +133 2.360000e-01 2.800000e+01 1.620000e+01 +134 2.340000e-01 2.810000e+01 1.640000e+01 +135 2.360000e-01 2.840000e+01 1.660000e+01 +136 2.380000e-01 2.870000e+01 1.680000e+01 +137 2.380000e-01 2.900000e+01 1.710000e+01 +138 2.380000e-01 2.930000e+01 1.740000e+01 +139 2.340000e-01 2.950000e+01 1.780000e+01 +140 2.340000e-01 2.970000e+01 1.800000e+01 +141 2.360000e-01 3.000000e+01 1.820000e+01 +142 2.380000e-01 3.030000e+01 1.840000e+01 +143 2.380000e-01 3.050000e+01 1.860000e+01 +144 2.360000e-01 3.070000e+01 1.890000e+01 +145 2.360000e-01 3.100000e+01 1.920000e+01 +146 2.400000e-01 3.140000e+01 1.940000e+01 +147 2.420000e-01 3.170000e+01 1.960000e+01 +148 2.440000e-01 3.200000e+01 1.980000e+01 +149 2.440000e-01 3.230000e+01 2.010000e+01 +150 2.420000e-01 3.250000e+01 2.040000e+01 +151 2.440000e-01 3.280000e+01 2.060000e+01 +152 2.440000e-01 3.310000e+01 2.090000e+01 +153 2.440000e-01 3.330000e+01 2.110000e+01 +154 2.440000e-01 3.360000e+01 2.140000e+01 +155 2.440000e-01 3.390000e+01 2.170000e+01 +156 2.460000e-01 3.420000e+01 2.190000e+01 +157 2.500000e-01 3.460000e+01 2.210000e+01 +158 2.500000e-01 3.490000e+01 2.240000e+01 +159 2.520000e-01 3.520000e+01 2.260000e+01 +160 2.560000e-01 3.560000e+01 2.280000e+01 +161 2.580000e-01 3.590000e+01 2.300000e+01 +162 2.580000e-01 3.620000e+01 2.330000e+01 +163 2.600000e-01 3.650000e+01 2.350000e+01 +164 2.620000e-01 3.680000e+01 2.370000e+01 +165 2.640000e-01 3.710000e+01 2.390000e+01 +166 2.660000e-01 3.750000e+01 2.420000e+01 +167 2.700000e-01 3.790000e+01 2.440000e+01 +168 2.700000e-01 3.820000e+01 2.470000e+01 +169 2.720000e-01 3.850000e+01 2.490000e+01 +170 2.760000e-01 3.880000e+01 2.500000e+01 +171 2.760000e-01 3.910000e+01 2.530000e+01 +172 2.780000e-01 3.940000e+01 2.550000e+01 +173 2.800000e-01 3.970000e+01 2.570000e+01 +174 2.800000e-01 4.000000e+01 2.600000e+01 +175 2.800000e-01 4.020000e+01 2.620000e+01 +176 2.820000e-01 4.050000e+01 2.640000e+01 +177 2.840000e-01 4.080000e+01 2.660000e+01 +178 2.820000e-01 4.100000e+01 2.690000e+01 +179 2.820000e-01 4.130000e+01 2.720000e+01 +180 2.820000e-01 4.160000e+01 2.750000e+01 +181 2.840000e-01 4.190000e+01 2.770000e+01 +182 2.840000e-01 4.220000e+01 2.800000e+01 +183 2.880000e-01 4.250000e+01 2.810000e+01 +184 2.880000e-01 4.280000e+01 2.840000e+01 +185 2.880000e-01 4.310000e+01 2.870000e+01 +186 2.880000e-01 4.340000e+01 2.900000e+01 +187 2.900000e-01 4.380000e+01 2.930000e+01 +188 2.920000e-01 4.410000e+01 2.950000e+01 +189 2.940000e-01 4.440000e+01 2.970000e+01 +190 2.920000e-01 4.460000e+01 3.000000e+01 +191 2.920000e-01 4.490000e+01 3.030000e+01 +192 2.940000e-01 4.520000e+01 3.050000e+01 +193 2.960000e-01 4.550000e+01 3.070000e+01 +194 2.960000e-01 4.580000e+01 3.100000e+01 +195 2.940000e-01 4.610000e+01 3.140000e+01 +196 2.940000e-01 4.640000e+01 3.170000e+01 +197 2.940000e-01 4.670000e+01 3.200000e+01 +198 2.940000e-01 4.700000e+01 3.230000e+01 +199 2.940000e-01 4.720000e+01 3.250000e+01 +200 2.920000e-01 4.740000e+01 3.280000e+01 +201 2.920000e-01 4.770000e+01 3.310000e+01 +202 2.940000e-01 4.800000e+01 3.330000e+01 +203 2.940000e-01 4.830000e+01 3.360000e+01 +204 2.940000e-01 4.860000e+01 3.390000e+01 +205 2.940000e-01 4.890000e+01 3.420000e+01 +206 2.920000e-01 4.920000e+01 3.460000e+01 +207 2.920000e-01 4.950000e+01 3.490000e+01 +208 2.900000e-01 4.970000e+01 3.520000e+01 +209 2.880000e-01 5.000000e+01 3.560000e+01 +210 2.880000e-01 5.030000e+01 3.590000e+01 +211 2.880000e-01 5.060000e+01 3.620000e+01 +212 2.860000e-01 5.080000e+01 3.650000e+01 +213 2.840000e-01 5.100000e+01 3.680000e+01 +214 2.840000e-01 5.130000e+01 3.710000e+01 +215 2.800000e-01 5.150000e+01 3.750000e+01 +216 2.780000e-01 5.180000e+01 3.790000e+01 +217 2.760000e-01 5.200000e+01 3.820000e+01 +218 2.760000e-01 5.230000e+01 3.850000e+01 +219 2.760000e-01 5.260000e+01 3.880000e+01 +220 2.760000e-01 5.290000e+01 3.910000e+01 +221 2.760000e-01 5.320000e+01 3.940000e+01 +222 2.760000e-01 5.350000e+01 3.970000e+01 +223 2.760000e-01 5.380000e+01 4.000000e+01 +224 2.780000e-01 5.410000e+01 4.020000e+01 +225 2.780000e-01 5.440000e+01 4.050000e+01 +226 2.780000e-01 5.470000e+01 4.080000e+01 +227 2.800000e-01 5.500000e+01 4.100000e+01 +228 2.800000e-01 5.530000e+01 4.130000e+01 +229 2.780000e-01 5.550000e+01 4.160000e+01 +230 2.780000e-01 5.580000e+01 4.190000e+01 +231 2.760000e-01 5.600000e+01 4.220000e+01 +232 2.760000e-01 5.630000e+01 4.250000e+01 +233 2.780000e-01 5.670000e+01 4.280000e+01 +234 2.780000e-01 5.700000e+01 4.310000e+01 +235 2.760000e-01 5.720000e+01 4.340000e+01 +236 2.740000e-01 5.750000e+01 4.380000e+01 +237 2.740000e-01 5.780000e+01 4.410000e+01 +238 2.740000e-01 5.810000e+01 4.440000e+01 +239 2.800000e-01 5.860000e+01 4.460000e+01 +240 2.800000e-01 5.890000e+01 4.490000e+01 +241 2.820000e-01 5.930000e+01 4.520000e+01 +242 2.820000e-01 5.960000e+01 4.550000e+01 +243 2.840000e-01 6.000000e+01 4.580000e+01 +244 2.840000e-01 6.030000e+01 4.610000e+01 +245 2.840000e-01 6.060000e+01 4.640000e+01 +246 2.840000e-01 6.090000e+01 4.670000e+01 +247 2.860000e-01 6.130000e+01 4.700000e+01 +248 2.900000e-01 6.170000e+01 4.720000e+01 +249 2.940000e-01 6.210000e+01 4.740000e+01 +250 2.900000e-01 6.220000e+01 4.770000e+01 +251 2.920000e-01 6.260000e+01 4.800000e+01 +252 2.940000e-01 6.300000e+01 4.830000e+01 +253 2.940000e-01 6.330000e+01 4.860000e+01 +254 2.940000e-01 6.360000e+01 4.890000e+01 +255 2.960000e-01 6.400000e+01 4.920000e+01 +256 2.980000e-01 6.440000e+01 4.950000e+01 +257 3.000000e-01 6.470000e+01 4.970000e+01 +258 2.980000e-01 6.490000e+01 5.000000e+01 +259 2.980000e-01 6.520000e+01 5.030000e+01 +260 2.980000e-01 6.550000e+01 5.060000e+01 +261 3.000000e-01 6.580000e+01 5.080000e+01 +262 3.020000e-01 6.610000e+01 5.100000e+01 +263 3.020000e-01 6.640000e+01 5.130000e+01 +264 3.040000e-01 6.670000e+01 5.150000e+01 +265 3.040000e-01 6.700000e+01 5.180000e+01 +266 3.060000e-01 6.730000e+01 5.200000e+01 +267 3.060000e-01 6.760000e+01 5.230000e+01 +268 3.060000e-01 6.790000e+01 5.260000e+01 +269 3.060000e-01 6.820000e+01 5.290000e+01 +270 3.060000e-01 6.850000e+01 5.320000e+01 +271 3.060000e-01 6.880000e+01 5.350000e+01 +272 3.060000e-01 6.910000e+01 5.380000e+01 +273 3.060000e-01 6.940000e+01 5.410000e+01 +274 3.060000e-01 6.970000e+01 5.440000e+01 +275 3.040000e-01 6.990000e+01 5.470000e+01 +276 3.060000e-01 7.030000e+01 5.500000e+01 +277 3.060000e-01 7.060000e+01 5.530000e+01 +278 3.080000e-01 7.090000e+01 5.550000e+01 +279 3.080000e-01 7.120000e+01 5.580000e+01 +280 3.100000e-01 7.150000e+01 5.600000e+01 +281 3.100000e-01 7.180000e+01 5.630000e+01 +282 3.080000e-01 7.210000e+01 5.670000e+01 +283 3.080000e-01 7.240000e+01 5.700000e+01 +284 3.080000e-01 7.260000e+01 5.720000e+01 +285 3.080000e-01 7.290000e+01 5.750000e+01 +286 3.080000e-01 7.320000e+01 5.780000e+01 +287 3.100000e-01 7.360000e+01 5.810000e+01 +288 3.060000e-01 7.390000e+01 5.860000e+01 +289 3.060000e-01 7.420000e+01 5.890000e+01 +290 3.040000e-01 7.450000e+01 5.930000e+01 +291 3.040000e-01 7.480000e+01 5.960000e+01 +292 3.020000e-01 7.510000e+01 6.000000e+01 +293 3.020000e-01 7.540000e+01 6.030000e+01 +294 3.020000e-01 7.570000e+01 6.060000e+01 +295 3.020000e-01 7.600000e+01 6.090000e+01 +296 3.000000e-01 7.630000e+01 6.130000e+01 +297 2.980000e-01 7.660000e+01 6.170000e+01 +298 2.940000e-01 7.680000e+01 6.210000e+01 +299 2.960000e-01 7.700000e+01 6.220000e+01 +300 2.940000e-01 7.730000e+01 6.260000e+01 +301 2.920000e-01 7.760000e+01 6.300000e+01 +302 2.920000e-01 7.790000e+01 6.330000e+01 +303 2.940000e-01 7.830000e+01 6.360000e+01 +304 2.940000e-01 7.870000e+01 6.400000e+01 +305 2.920000e-01 7.900000e+01 6.440000e+01 +306 2.920000e-01 7.930000e+01 6.470000e+01 +307 2.940000e-01 7.960000e+01 6.490000e+01 +308 2.940000e-01 7.990000e+01 6.520000e+01 +309 2.940000e-01 8.020000e+01 6.550000e+01 +310 2.940000e-01 8.050000e+01 6.580000e+01 +311 2.940000e-01 8.080000e+01 6.610000e+01 +312 2.940000e-01 8.110000e+01 6.640000e+01 +313 2.920000e-01 8.130000e+01 6.670000e+01 +314 2.940000e-01 8.170000e+01 6.700000e+01 +315 2.940000e-01 8.200000e+01 6.730000e+01 +316 2.940000e-01 8.230000e+01 6.760000e+01 +317 2.940000e-01 8.260000e+01 6.790000e+01 +318 2.940000e-01 8.290000e+01 6.820000e+01 +319 2.960000e-01 8.330000e+01 6.850000e+01 +320 2.960000e-01 8.360000e+01 6.880000e+01 +321 2.960000e-01 8.390000e+01 6.910000e+01 +322 2.980000e-01 8.430000e+01 6.940000e+01 +323 2.980000e-01 8.460000e+01 6.970000e+01 +324 3.020000e-01 8.500000e+01 6.990000e+01 +325 3.000000e-01 8.530000e+01 7.030000e+01 +326 3.000000e-01 8.560000e+01 7.060000e+01 +327 3.000000e-01 8.590000e+01 7.090000e+01 +328 3.020000e-01 8.630000e+01 7.120000e+01 +329 3.020000e-01 8.660000e+01 7.150000e+01 +330 3.040000e-01 8.700000e+01 7.180000e+01 +331 3.060000e-01 8.740000e+01 7.210000e+01 +332 3.040000e-01 8.760000e+01 7.240000e+01 +333 3.060000e-01 8.790000e+01 7.260000e+01 +334 3.080000e-01 8.830000e+01 7.290000e+01 +335 3.100000e-01 8.870000e+01 7.320000e+01 +336 3.080000e-01 8.900000e+01 7.360000e+01 +337 3.080000e-01 8.930000e+01 7.390000e+01 +338 3.080000e-01 8.960000e+01 7.420000e+01 +339 3.080000e-01 8.990000e+01 7.450000e+01 +340 3.080000e-01 9.020000e+01 7.480000e+01 +341 3.080000e-01 9.050000e+01 7.510000e+01 +342 3.080000e-01 9.080000e+01 7.540000e+01 +343 3.080000e-01 9.110000e+01 7.570000e+01 +344 3.080000e-01 9.140000e+01 7.600000e+01 +345 3.080000e-01 9.170000e+01 7.630000e+01 +346 3.060000e-01 9.190000e+01 7.660000e+01 +347 3.080000e-01 9.220000e+01 7.680000e+01 +348 3.080000e-01 9.240000e+01 7.700000e+01 +349 3.080000e-01 9.270000e+01 7.730000e+01 +350 3.100000e-01 9.310000e+01 7.760000e+01 +351 3.120000e-01 9.350000e+01 7.790000e+01 +352 3.100000e-01 9.380000e+01 7.830000e+01 +353 3.080000e-01 9.410000e+01 7.870000e+01 +354 3.100000e-01 9.450000e+01 7.900000e+01 +355 3.100000e-01 9.480000e+01 7.930000e+01 +356 3.120000e-01 9.520000e+01 7.960000e+01 +357 3.120000e-01 9.550000e+01 7.990000e+01 +358 3.100000e-01 9.570000e+01 8.020000e+01 +359 3.080000e-01 9.590000e+01 8.050000e+01 +360 3.080000e-01 9.620000e+01 8.080000e+01 +361 3.080000e-01 9.650000e+01 8.110000e+01 +362 3.100000e-01 9.680000e+01 8.130000e+01 +363 3.080000e-01 9.710000e+01 8.170000e+01 +364 3.080000e-01 9.740000e+01 8.200000e+01 +365 3.080000e-01 9.770000e+01 8.230000e+01 +366 3.080000e-01 9.800000e+01 8.260000e+01 +367 3.080000e-01 9.830000e+01 8.290000e+01 +368 3.060000e-01 9.860000e+01 8.330000e+01 +369 3.060000e-01 9.890000e+01 8.360000e+01 +370 3.040000e-01 9.910000e+01 8.390000e+01 +371 3.020000e-01 9.940000e+01 8.430000e+01 +372 3.020000e-01 9.970000e+01 8.460000e+01 +373 3.000000e-01 1.000000e+02 8.500000e+01 +374 3.000000e-01 1.003000e+02 8.530000e+01 +375 3.000000e-01 1.006000e+02 8.560000e+01 +376 3.000000e-01 1.009000e+02 8.590000e+01 +377 2.980000e-01 1.012000e+02 8.630000e+01 +378 2.980000e-01 1.015000e+02 8.660000e+01 +379 2.960000e-01 1.018000e+02 8.700000e+01 +380 2.940000e-01 1.021000e+02 8.740000e+01 +381 2.960000e-01 1.024000e+02 8.760000e+01 +382 2.960000e-01 1.027000e+02 8.790000e+01 +383 2.940000e-01 1.030000e+02 8.830000e+01 +384 2.920000e-01 1.033000e+02 8.870000e+01 +385 2.920000e-01 1.036000e+02 8.900000e+01 +386 2.920000e-01 1.039000e+02 8.930000e+01 +387 2.920000e-01 1.042000e+02 8.960000e+01 +388 2.920000e-01 1.045000e+02 8.990000e+01 +389 2.920000e-01 1.048000e+02 9.020000e+01 +390 2.920000e-01 1.051000e+02 9.050000e+01 +391 2.920000e-01 1.054000e+02 9.080000e+01 +392 2.920000e-01 1.057000e+02 9.110000e+01 +393 2.920000e-01 1.060000e+02 9.140000e+01 +394 2.920000e-01 1.063000e+02 9.170000e+01 +395 2.940000e-01 1.066000e+02 9.190000e+01 +396 2.920000e-01 1.068000e+02 9.220000e+01 +397 2.940000e-01 1.071000e+02 9.240000e+01 +398 2.940000e-01 1.074000e+02 9.270000e+01 +399 2.920000e-01 1.077000e+02 9.310000e+01 +400 2.900000e-01 1.080000e+02 9.350000e+01 +401 2.900000e-01 1.083000e+02 9.380000e+01 +402 2.900000e-01 1.086000e+02 9.410000e+01 +403 2.880000e-01 1.089000e+02 9.450000e+01 +404 2.880000e-01 1.092000e+02 9.480000e+01 +405 2.880000e-01 1.096000e+02 9.520000e+01 +406 2.880000e-01 1.099000e+02 9.550000e+01 +407 2.900000e-01 1.102000e+02 9.570000e+01 +408 2.920000e-01 1.105000e+02 9.590000e+01 +409 2.920000e-01 1.108000e+02 9.620000e+01 +410 2.920000e-01 1.111000e+02 9.650000e+01 +411 2.920000e-01 1.114000e+02 9.680000e+01 +412 2.920000e-01 1.117000e+02 9.710000e+01 +413 2.920000e-01 1.120000e+02 9.740000e+01 +414 2.920000e-01 1.123000e+02 9.770000e+01 +415 2.920000e-01 1.126000e+02 9.800000e+01 +416 2.920000e-01 1.129000e+02 9.830000e+01 +417 2.920000e-01 1.132000e+02 9.860000e+01 +418 2.920000e-01 1.135000e+02 9.890000e+01 +419 2.940000e-01 1.138000e+02 9.910000e+01 +420 2.940000e-01 1.141000e+02 9.940000e+01 +421 2.940000e-01 1.144000e+02 9.970000e+01 +422 2.940000e-01 1.147000e+02 1.000000e+02 +423 2.940000e-01 1.150000e+02 1.003000e+02 +424 2.940000e-01 1.153000e+02 1.006000e+02 +425 2.940000e-01 1.156000e+02 1.009000e+02 +426 2.940000e-01 1.159000e+02 1.012000e+02 +427 2.940000e-01 1.162000e+02 1.015000e+02 +428 2.940000e-01 1.165000e+02 1.018000e+02 +429 2.940000e-01 1.168000e+02 1.021000e+02 +430 2.940000e-01 1.171000e+02 1.024000e+02 +431 2.940000e-01 1.174000e+02 1.027000e+02 +432 2.940000e-01 1.177000e+02 1.030000e+02 +433 2.940000e-01 1.180000e+02 1.033000e+02 +434 2.940000e-01 1.183000e+02 1.036000e+02 +435 2.940000e-01 1.186000e+02 1.039000e+02 +436 2.940000e-01 1.189000e+02 1.042000e+02 +437 2.940000e-01 1.192000e+02 1.045000e+02 +438 2.940000e-01 1.195000e+02 1.048000e+02 +439 2.920000e-01 1.197000e+02 1.051000e+02 +440 2.920000e-01 1.200000e+02 1.054000e+02 +441 2.920000e-01 1.203000e+02 1.057000e+02 +442 2.920000e-01 1.206000e+02 1.060000e+02 +443 2.920000e-01 1.209000e+02 1.063000e+02 +444 2.920000e-01 1.212000e+02 1.066000e+02 +445 2.920000e-01 1.214000e+02 1.068000e+02 +446 2.920000e-01 1.217000e+02 1.071000e+02 +447 2.920000e-01 1.220000e+02 1.074000e+02 +448 2.940000e-01 1.224000e+02 1.077000e+02 +449 2.940000e-01 1.227000e+02 1.080000e+02 +450 2.940000e-01 1.230000e+02 1.083000e+02 +451 2.960000e-01 1.234000e+02 1.086000e+02 +452 2.960000e-01 1.237000e+02 1.089000e+02 +453 2.980000e-01 1.241000e+02 1.092000e+02 +454 2.980000e-01 1.245000e+02 1.096000e+02 +455 3.000000e-01 1.249000e+02 1.099000e+02 +456 3.000000e-01 1.252000e+02 1.102000e+02 +457 3.020000e-01 1.256000e+02 1.105000e+02 +458 3.020000e-01 1.259000e+02 1.108000e+02 +459 3.040000e-01 1.263000e+02 1.111000e+02 +460 3.060000e-01 1.267000e+02 1.114000e+02 +461 3.080000e-01 1.271000e+02 1.117000e+02 +462 3.080000e-01 1.274000e+02 1.120000e+02 +463 3.100000e-01 1.278000e+02 1.123000e+02 +464 3.100000e-01 1.281000e+02 1.126000e+02 +465 3.100000e-01 1.284000e+02 1.129000e+02 +466 3.100000e-01 1.287000e+02 1.132000e+02 +467 3.100000e-01 1.290000e+02 1.135000e+02 +468 3.100000e-01 1.293000e+02 1.138000e+02 +469 3.100000e-01 1.296000e+02 1.141000e+02 +470 3.120000e-01 1.300000e+02 1.144000e+02 +471 3.120000e-01 1.303000e+02 1.147000e+02 +472 3.120000e-01 1.306000e+02 1.150000e+02 +473 3.120000e-01 1.309000e+02 1.153000e+02 +474 3.120000e-01 1.312000e+02 1.156000e+02 +475 3.120000e-01 1.315000e+02 1.159000e+02 +476 3.100000e-01 1.317000e+02 1.162000e+02 +477 3.100000e-01 1.320000e+02 1.165000e+02 +478 3.100000e-01 1.323000e+02 1.168000e+02 +479 3.100000e-01 1.326000e+02 1.171000e+02 +480 3.100000e-01 1.329000e+02 1.174000e+02 +481 3.120000e-01 1.333000e+02 1.177000e+02 +482 3.120000e-01 1.336000e+02 1.180000e+02 +483 3.120000e-01 1.339000e+02 1.183000e+02 +484 3.120000e-01 1.342000e+02 1.186000e+02 +485 3.120000e-01 1.345000e+02 1.189000e+02 +486 3.120000e-01 1.348000e+02 1.192000e+02 +487 3.120000e-01 1.351000e+02 1.195000e+02 +488 3.140000e-01 1.354000e+02 1.197000e+02 +489 3.140000e-01 1.357000e+02 1.200000e+02 +490 3.160000e-01 1.361000e+02 1.203000e+02 +491 3.160000e-01 1.364000e+02 1.206000e+02 +492 3.160000e-01 1.367000e+02 1.209000e+02 +493 3.160000e-01 1.370000e+02 1.212000e+02 +494 3.180000e-01 1.373000e+02 1.214000e+02 +495 3.180000e-01 1.376000e+02 1.217000e+02 +496 3.180000e-01 1.379000e+02 1.220000e+02 +497 3.180000e-01 1.383000e+02 1.224000e+02 +498 3.180000e-01 1.386000e+02 1.227000e+02 +499 3.180000e-01 1.389000e+02 1.230000e+02 +500 3.160000e-01 1.392000e+02 1.234000e+02 +501 3.160000e-01 1.395000e+02 1.237000e+02 +502 3.140000e-01 1.398000e+02 1.241000e+02 +503 3.120000e-01 1.401000e+02 1.245000e+02 +504 3.120000e-01 1.405000e+02 1.249000e+02 +505 3.140000e-01 1.409000e+02 1.252000e+02 +506 3.120000e-01 1.412000e+02 1.256000e+02 +507 3.120000e-01 1.415000e+02 1.259000e+02 +508 3.100000e-01 1.418000e+02 1.263000e+02 +509 3.080000e-01 1.421000e+02 1.267000e+02 +510 3.060000e-01 1.424000e+02 1.271000e+02 +511 3.060000e-01 1.427000e+02 1.274000e+02 +512 3.040000e-01 1.430000e+02 1.278000e+02 +513 3.040000e-01 1.433000e+02 1.281000e+02 +514 3.040000e-01 1.436000e+02 1.284000e+02 +515 3.040000e-01 1.439000e+02 1.287000e+02 +516 3.020000e-01 1.441000e+02 1.290000e+02 +517 3.020000e-01 1.444000e+02 1.293000e+02 +518 3.020000e-01 1.447000e+02 1.296000e+02 +519 2.980000e-01 1.449000e+02 1.300000e+02 +520 2.980000e-01 1.452000e+02 1.303000e+02 +521 2.980000e-01 1.455000e+02 1.306000e+02 +522 2.980000e-01 1.458000e+02 1.309000e+02 +523 2.980000e-01 1.461000e+02 1.312000e+02 +524 2.980000e-01 1.464000e+02 1.315000e+02 +525 3.000000e-01 1.467000e+02 1.317000e+02 +526 3.000000e-01 1.470000e+02 1.320000e+02 +527 3.000000e-01 1.473000e+02 1.323000e+02 +528 3.000000e-01 1.476000e+02 1.326000e+02 +529 3.000000e-01 1.479000e+02 1.329000e+02 +530 2.980000e-01 1.482000e+02 1.333000e+02 +531 2.980000e-01 1.485000e+02 1.336000e+02 +532 2.980000e-01 1.488000e+02 1.339000e+02 +533 2.980000e-01 1.491000e+02 1.342000e+02 +534 2.980000e-01 1.494000e+02 1.345000e+02 +535 2.980000e-01 1.497000e+02 1.348000e+02 +536 2.980000e-01 1.500000e+02 1.351000e+02 +537 2.980000e-01 1.503000e+02 1.354000e+02 +538 2.980000e-01 1.506000e+02 1.357000e+02 +539 2.960000e-01 1.509000e+02 1.361000e+02 +540 2.960000e-01 1.512000e+02 1.364000e+02 +541 2.960000e-01 1.515000e+02 1.367000e+02 +542 2.960000e-01 1.518000e+02 1.370000e+02 +543 2.940000e-01 1.520000e+02 1.373000e+02 +544 2.940000e-01 1.523000e+02 1.376000e+02 +545 2.940000e-01 1.526000e+02 1.379000e+02 +546 2.920000e-01 1.529000e+02 1.383000e+02 +547 2.920000e-01 1.532000e+02 1.386000e+02 +548 2.920000e-01 1.535000e+02 1.389000e+02 +549 2.920000e-01 1.538000e+02 1.392000e+02 +550 2.920000e-01 1.541000e+02 1.395000e+02 +551 2.920000e-01 1.544000e+02 1.398000e+02 +552 2.920000e-01 1.547000e+02 1.401000e+02 +553 2.900000e-01 1.550000e+02 1.405000e+02 +554 2.880000e-01 1.553000e+02 1.409000e+02 +555 2.880000e-01 1.556000e+02 1.412000e+02 +556 2.880000e-01 1.559000e+02 1.415000e+02 +557 2.880000e-01 1.562000e+02 1.418000e+02 +558 2.880000e-01 1.565000e+02 1.421000e+02 +559 2.880000e-01 1.568000e+02 1.424000e+02 +560 2.880000e-01 1.571000e+02 1.427000e+02 +561 2.880000e-01 1.574000e+02 1.430000e+02 +562 2.880000e-01 1.577000e+02 1.433000e+02 +563 2.880000e-01 1.580000e+02 1.436000e+02 +564 2.880000e-01 1.583000e+02 1.439000e+02 +565 2.900000e-01 1.586000e+02 1.441000e+02 +566 2.900000e-01 1.589000e+02 1.444000e+02 +567 2.900000e-01 1.592000e+02 1.447000e+02 +568 2.920000e-01 1.595000e+02 1.449000e+02 +569 2.920000e-01 1.598000e+02 1.452000e+02 +570 2.920000e-01 1.601000e+02 1.455000e+02 +571 2.920000e-01 1.604000e+02 1.458000e+02 +572 2.920000e-01 1.607000e+02 1.461000e+02 +573 2.920000e-01 1.610000e+02 1.464000e+02 +574 2.920000e-01 1.613000e+02 1.467000e+02 +575 2.920000e-01 1.616000e+02 1.470000e+02 +576 2.940000e-01 1.620000e+02 1.473000e+02 +577 2.920000e-01 1.622000e+02 1.476000e+02 +578 2.920000e-01 1.625000e+02 1.479000e+02 +579 2.920000e-01 1.628000e+02 1.482000e+02 +580 2.920000e-01 1.631000e+02 1.485000e+02 +581 2.920000e-01 1.634000e+02 1.488000e+02 +582 2.920000e-01 1.637000e+02 1.491000e+02 +583 2.920000e-01 1.640000e+02 1.494000e+02 +584 2.920000e-01 1.643000e+02 1.497000e+02 +585 2.920000e-01 1.646000e+02 1.500000e+02 +586 2.920000e-01 1.649000e+02 1.503000e+02 +587 2.920000e-01 1.652000e+02 1.506000e+02 +588 2.920000e-01 1.655000e+02 1.509000e+02 +589 2.920000e-01 1.658000e+02 1.512000e+02 +590 2.920000e-01 1.661000e+02 1.515000e+02 +591 2.920000e-01 1.664000e+02 1.518000e+02 +592 2.940000e-01 1.667000e+02 1.520000e+02 +593 2.940000e-01 1.670000e+02 1.523000e+02 +594 2.940000e-01 1.673000e+02 1.526000e+02 +595 2.940000e-01 1.676000e+02 1.529000e+02 +596 2.940000e-01 1.679000e+02 1.532000e+02 +597 2.960000e-01 1.683000e+02 1.535000e+02 +598 2.960000e-01 1.686000e+02 1.538000e+02 +599 2.960000e-01 1.689000e+02 1.541000e+02 +600 2.940000e-01 1.691000e+02 1.544000e+02 +601 2.940000e-01 1.694000e+02 1.547000e+02 +602 2.940000e-01 1.697000e+02 1.550000e+02 +603 2.940000e-01 1.700000e+02 1.553000e+02 +604 2.940000e-01 1.703000e+02 1.556000e+02 +605 2.940000e-01 1.706000e+02 1.559000e+02 +606 2.940000e-01 1.709000e+02 1.562000e+02 +607 2.940000e-01 1.712000e+02 1.565000e+02 +608 2.940000e-01 1.715000e+02 1.568000e+02 +609 2.960000e-01 1.719000e+02 1.571000e+02 +610 2.980000e-01 1.723000e+02 1.574000e+02 +611 2.980000e-01 1.726000e+02 1.577000e+02 +612 2.980000e-01 1.729000e+02 1.580000e+02 +613 2.980000e-01 1.732000e+02 1.583000e+02 +614 2.980000e-01 1.735000e+02 1.586000e+02 +615 2.980000e-01 1.738000e+02 1.589000e+02 +616 2.980000e-01 1.741000e+02 1.592000e+02 +617 2.980000e-01 1.744000e+02 1.595000e+02 +618 2.980000e-01 1.747000e+02 1.598000e+02 +619 2.980000e-01 1.750000e+02 1.601000e+02 +620 2.980000e-01 1.753000e+02 1.604000e+02 +621 2.980000e-01 1.756000e+02 1.607000e+02 +622 2.980000e-01 1.759000e+02 1.610000e+02 +623 2.980000e-01 1.762000e+02 1.613000e+02 +624 2.980000e-01 1.765000e+02 1.616000e+02 +625 2.960000e-01 1.768000e+02 1.620000e+02 +626 2.980000e-01 1.771000e+02 1.622000e+02 +627 2.980000e-01 1.774000e+02 1.625000e+02 +628 2.980000e-01 1.777000e+02 1.628000e+02 +629 2.980000e-01 1.780000e+02 1.631000e+02 +630 2.980000e-01 1.783000e+02 1.634000e+02 +631 3.000000e-01 1.787000e+02 1.637000e+02 +632 3.020000e-01 1.791000e+02 1.640000e+02 +633 3.020000e-01 1.794000e+02 1.643000e+02 +634 3.040000e-01 1.798000e+02 1.646000e+02 +635 3.040000e-01 1.801000e+02 1.649000e+02 +636 3.060000e-01 1.805000e+02 1.652000e+02 +637 3.060000e-01 1.808000e+02 1.655000e+02 +638 3.080000e-01 1.812000e+02 1.658000e+02 +639 3.100000e-01 1.816000e+02 1.661000e+02 +640 3.120000e-01 1.820000e+02 1.664000e+02 +641 3.140000e-01 1.824000e+02 1.667000e+02 +642 3.140000e-01 1.827000e+02 1.670000e+02 +643 3.140000e-01 1.830000e+02 1.673000e+02 +644 3.140000e-01 1.833000e+02 1.676000e+02 +645 3.140000e-01 1.836000e+02 1.679000e+02 +646 3.140000e-01 1.840000e+02 1.683000e+02 +647 3.160000e-01 1.844000e+02 1.686000e+02 +648 3.160000e-01 1.847000e+02 1.689000e+02 +649 3.180000e-01 1.850000e+02 1.691000e+02 +650 3.180000e-01 1.853000e+02 1.694000e+02 +651 3.180000e-01 1.856000e+02 1.697000e+02 +652 3.180000e-01 1.859000e+02 1.700000e+02 +653 3.200000e-01 1.863000e+02 1.703000e+02 +654 3.200000e-01 1.866000e+02 1.706000e+02 +655 3.220000e-01 1.870000e+02 1.709000e+02 +656 3.220000e-01 1.873000e+02 1.712000e+02 +657 3.240000e-01 1.877000e+02 1.715000e+02 +658 3.220000e-01 1.880000e+02 1.719000e+02 +659 3.220000e-01 1.884000e+02 1.723000e+02 +660 3.220000e-01 1.887000e+02 1.726000e+02 +661 3.220000e-01 1.890000e+02 1.729000e+02 +662 3.220000e-01 1.893000e+02 1.732000e+02 +663 3.220000e-01 1.896000e+02 1.735000e+02 +664 3.220000e-01 1.899000e+02 1.738000e+02 +665 3.220000e-01 1.902000e+02 1.741000e+02 +666 3.260000e-01 1.907000e+02 1.744000e+02 +667 3.280000e-01 1.911000e+02 1.747000e+02 +668 3.260000e-01 1.913000e+02 1.750000e+02 +669 3.260000e-01 1.916000e+02 1.753000e+02 +670 3.260000e-01 1.919000e+02 1.756000e+02 +671 3.260000e-01 1.922000e+02 1.759000e+02 +672 3.260000e-01 1.925000e+02 1.762000e+02 +673 3.260000e-01 1.928000e+02 1.765000e+02 +674 3.260000e-01 1.931000e+02 1.768000e+02 +675 3.260000e-01 1.934000e+02 1.771000e+02 +676 3.260000e-01 1.937000e+02 1.774000e+02 +677 3.260000e-01 1.940000e+02 1.777000e+02 +678 3.260000e-01 1.943000e+02 1.780000e+02 +679 3.260000e-01 1.946000e+02 1.783000e+02 +680 3.240000e-01 1.949000e+02 1.787000e+02 +681 3.220000e-01 1.952000e+02 1.791000e+02 +682 3.220000e-01 1.955000e+02 1.794000e+02 +683 3.200000e-01 1.958000e+02 1.798000e+02 +684 3.220000e-01 1.962000e+02 1.801000e+02 +685 3.220000e-01 1.966000e+02 1.805000e+02 +686 3.220000e-01 1.969000e+02 1.808000e+02 +687 3.200000e-01 1.972000e+02 1.812000e+02 +688 3.180000e-01 1.975000e+02 1.816000e+02 +689 3.160000e-01 1.978000e+02 1.820000e+02 +690 3.140000e-01 1.981000e+02 1.824000e+02 +691 3.140000e-01 1.984000e+02 1.827000e+02 +692 3.140000e-01 1.987000e+02 1.830000e+02 +693 3.140000e-01 1.990000e+02 1.833000e+02 +694 3.140000e-01 1.993000e+02 1.836000e+02 +695 3.120000e-01 1.996000e+02 1.840000e+02 +696 3.100000e-01 1.999000e+02 1.844000e+02 +697 3.100000e-01 2.002000e+02 1.847000e+02 +698 3.100000e-01 2.005000e+02 1.850000e+02 +699 3.100000e-01 2.008000e+02 1.853000e+02 +700 3.100000e-01 2.011000e+02 1.856000e+02 +701 3.100000e-01 2.014000e+02 1.859000e+02 +702 3.080000e-01 2.017000e+02 1.863000e+02 +703 3.080000e-01 2.020000e+02 1.866000e+02 +704 3.060000e-01 2.023000e+02 1.870000e+02 +705 3.060000e-01 2.026000e+02 1.873000e+02 +706 3.040000e-01 2.029000e+02 1.877000e+02 +707 3.040000e-01 2.032000e+02 1.880000e+02 +708 3.020000e-01 2.035000e+02 1.884000e+02 +709 3.020000e-01 2.038000e+02 1.887000e+02 +710 3.020000e-01 2.041000e+02 1.890000e+02 +711 3.020000e-01 2.044000e+02 1.893000e+02 +712 3.020000e-01 2.047000e+02 1.896000e+02 +713 3.020000e-01 2.050000e+02 1.899000e+02 +714 3.020000e-01 2.053000e+02 1.902000e+02 +715 2.980000e-01 2.056000e+02 1.907000e+02 +716 2.960000e-01 2.059000e+02 1.911000e+02 +717 2.980000e-01 2.062000e+02 1.913000e+02 +718 2.980000e-01 2.065000e+02 1.916000e+02 +719 2.980000e-01 2.068000e+02 1.919000e+02 +720 2.980000e-01 2.071000e+02 1.922000e+02 +721 2.980000e-01 2.074000e+02 1.925000e+02 +722 2.980000e-01 2.077000e+02 1.928000e+02 +723 2.980000e-01 2.080000e+02 1.931000e+02 +724 2.980000e-01 2.083000e+02 1.934000e+02 +725 2.980000e-01 2.086000e+02 1.937000e+02 +726 2.980000e-01 2.089000e+02 1.940000e+02 +727 2.980000e-01 2.092000e+02 1.943000e+02 +728 3.000000e-01 2.096000e+02 1.946000e+02 +729 3.000000e-01 2.099000e+02 1.949000e+02 +730 3.000000e-01 2.102000e+02 1.952000e+02 +731 3.000000e-01 2.105000e+02 1.955000e+02 +732 3.000000e-01 2.108000e+02 1.958000e+02 +733 2.980000e-01 2.111000e+02 1.962000e+02 +734 2.960000e-01 2.114000e+02 1.966000e+02 +735 2.960000e-01 2.117000e+02 1.969000e+02 +736 2.960000e-01 2.120000e+02 1.972000e+02 +737 2.960000e-01 2.123000e+02 1.975000e+02 +738 2.960000e-01 2.126000e+02 1.978000e+02 +739 2.960000e-01 2.129000e+02 1.981000e+02 +740 2.960000e-01 2.132000e+02 1.984000e+02 +741 2.960000e-01 2.135000e+02 1.987000e+02 +742 2.960000e-01 2.138000e+02 1.990000e+02 +743 2.960000e-01 2.141000e+02 1.993000e+02 +744 2.960000e-01 2.144000e+02 1.996000e+02 +745 2.960000e-01 2.147000e+02 1.999000e+02 +746 2.960000e-01 2.150000e+02 2.002000e+02 +747 2.960000e-01 2.153000e+02 2.005000e+02 +748 2.960000e-01 2.156000e+02 2.008000e+02 +749 2.960000e-01 2.159000e+02 2.011000e+02 +750 2.960000e-01 2.162000e+02 2.014000e+02 +751 2.960000e-01 2.165000e+02 2.017000e+02 +752 2.960000e-01 2.168000e+02 2.020000e+02 +753 2.960000e-01 2.171000e+02 2.023000e+02 +754 2.960000e-01 2.174000e+02 2.026000e+02 +755 2.980000e-01 2.178000e+02 2.029000e+02 +756 2.980000e-01 2.181000e+02 2.032000e+02 +757 2.980000e-01 2.184000e+02 2.035000e+02 +758 2.980000e-01 2.187000e+02 2.038000e+02 +759 2.980000e-01 2.190000e+02 2.041000e+02 +760 2.980000e-01 2.193000e+02 2.044000e+02 +761 3.000000e-01 2.197000e+02 2.047000e+02 +762 3.000000e-01 2.200000e+02 2.050000e+02 +763 3.000000e-01 2.203000e+02 2.053000e+02 +764 3.000000e-01 2.206000e+02 2.056000e+02 +765 3.000000e-01 2.209000e+02 2.059000e+02 +766 3.000000e-01 2.212000e+02 2.062000e+02 +767 3.000000e-01 2.215000e+02 2.065000e+02 +768 3.000000e-01 2.218000e+02 2.068000e+02 +769 3.000000e-01 2.221000e+02 2.071000e+02 +770 3.000000e-01 2.224000e+02 2.074000e+02 +771 3.000000e-01 2.227000e+02 2.077000e+02 +772 3.000000e-01 2.230000e+02 2.080000e+02 +773 3.000000e-01 2.233000e+02 2.083000e+02 +774 3.000000e-01 2.236000e+02 2.086000e+02 +775 3.000000e-01 2.239000e+02 2.089000e+02 +776 3.000000e-01 2.242000e+02 2.092000e+02 +777 2.980000e-01 2.245000e+02 2.096000e+02 +778 2.980000e-01 2.248000e+02 2.099000e+02 +779 2.980000e-01 2.251000e+02 2.102000e+02 +780 2.980000e-01 2.254000e+02 2.105000e+02 +781 2.980000e-01 2.257000e+02 2.108000e+02 +782 2.980000e-01 2.260000e+02 2.111000e+02 +783 2.980000e-01 2.263000e+02 2.114000e+02 +784 3.000000e-01 2.267000e+02 2.117000e+02 +785 3.020000e-01 2.271000e+02 2.120000e+02 +786 3.020000e-01 2.274000e+02 2.123000e+02 +787 3.020000e-01 2.277000e+02 2.126000e+02 +788 3.020000e-01 2.280000e+02 2.129000e+02 +789 3.020000e-01 2.283000e+02 2.132000e+02 +790 3.020000e-01 2.286000e+02 2.135000e+02 +791 3.040000e-01 2.290000e+02 2.138000e+02 +792 3.040000e-01 2.293000e+02 2.141000e+02 +793 3.040000e-01 2.296000e+02 2.144000e+02 +794 3.040000e-01 2.299000e+02 2.147000e+02 +795 3.040000e-01 2.302000e+02 2.150000e+02 +796 3.040000e-01 2.305000e+02 2.153000e+02 +797 3.040000e-01 2.308000e+02 2.156000e+02 +798 3.040000e-01 2.311000e+02 2.159000e+02 +799 3.040000e-01 2.314000e+02 2.162000e+02 +800 3.040000e-01 2.317000e+02 2.165000e+02 +801 3.040000e-01 2.320000e+02 2.168000e+02 +802 3.040000e-01 2.323000e+02 2.171000e+02 +803 3.060000e-01 2.327000e+02 2.174000e+02 +804 3.060000e-01 2.331000e+02 2.178000e+02 +805 3.060000e-01 2.334000e+02 2.181000e+02 +806 3.080000e-01 2.338000e+02 2.184000e+02 +807 3.100000e-01 2.342000e+02 2.187000e+02 +808 3.100000e-01 2.345000e+02 2.190000e+02 +809 3.100000e-01 2.348000e+02 2.193000e+02 +810 3.080000e-01 2.351000e+02 2.197000e+02 +811 3.100000e-01 2.355000e+02 2.200000e+02 +812 3.100000e-01 2.358000e+02 2.203000e+02 +813 3.120000e-01 2.362000e+02 2.206000e+02 +814 3.140000e-01 2.366000e+02 2.209000e+02 +815 3.140000e-01 2.369000e+02 2.212000e+02 +816 3.140000e-01 2.372000e+02 2.215000e+02 +817 3.140000e-01 2.375000e+02 2.218000e+02 +818 3.140000e-01 2.378000e+02 2.221000e+02 +819 3.160000e-01 2.382000e+02 2.224000e+02 +820 3.200000e-01 2.387000e+02 2.227000e+02 +821 3.200000e-01 2.390000e+02 2.230000e+02 +822 3.200000e-01 2.393000e+02 2.233000e+02 +823 3.220000e-01 2.397000e+02 2.236000e+02 +824 3.220000e-01 2.400000e+02 2.239000e+02 +825 3.220000e-01 2.403000e+02 2.242000e+02 +826 3.240000e-01 2.407000e+02 2.245000e+02 +827 3.260000e-01 2.411000e+02 2.248000e+02 +828 3.260000e-01 2.414000e+02 2.251000e+02 +829 3.260000e-01 2.417000e+02 2.254000e+02 +830 3.280000e-01 2.421000e+02 2.257000e+02 +831 3.300000e-01 2.425000e+02 2.260000e+02 +832 3.320000e-01 2.429000e+02 2.263000e+02 +833 3.320000e-01 2.433000e+02 2.267000e+02 +834 3.320000e-01 2.437000e+02 2.271000e+02 +835 3.360000e-01 2.442000e+02 2.274000e+02 +836 3.380000e-01 2.446000e+02 2.277000e+02 +837 3.400000e-01 2.450000e+02 2.280000e+02 +838 3.400000e-01 2.453000e+02 2.283000e+02 +839 3.400000e-01 2.456000e+02 2.286000e+02 +840 3.380000e-01 2.459000e+02 2.290000e+02 +841 3.380000e-01 2.462000e+02 2.293000e+02 +842 3.380000e-01 2.465000e+02 2.296000e+02 +843 3.400000e-01 2.469000e+02 2.299000e+02 +844 3.420000e-01 2.473000e+02 2.302000e+02 +845 3.440000e-01 2.477000e+02 2.305000e+02 +846 3.460000e-01 2.481000e+02 2.308000e+02 +847 3.480000e-01 2.485000e+02 2.311000e+02 +848 3.500000e-01 2.489000e+02 2.314000e+02 +849 3.520000e-01 2.493000e+02 2.317000e+02 +850 3.560000e-01 2.498000e+02 2.320000e+02 +851 3.560000e-01 2.501000e+02 2.323000e+02 +852 3.540000e-01 2.504000e+02 2.327000e+02 +853 3.540000e-01 2.508000e+02 2.331000e+02 +854 3.560000e-01 2.512000e+02 2.334000e+02 +855 3.540000e-01 2.515000e+02 2.338000e+02 +856 3.540000e-01 2.519000e+02 2.342000e+02 +857 3.540000e-01 2.522000e+02 2.345000e+02 +858 3.560000e-01 2.526000e+02 2.348000e+02 +859 3.560000e-01 2.529000e+02 2.351000e+02 +860 3.580000e-01 2.534000e+02 2.355000e+02 +861 3.580000e-01 2.537000e+02 2.358000e+02 +862 3.580000e-01 2.541000e+02 2.362000e+02 +863 3.580000e-01 2.545000e+02 2.366000e+02 +864 3.620000e-01 2.550000e+02 2.369000e+02 +865 3.620000e-01 2.553000e+02 2.372000e+02 +866 3.620000e-01 2.556000e+02 2.375000e+02 +867 3.660000e-01 2.561000e+02 2.378000e+02 +868 3.660000e-01 2.565000e+02 2.382000e+02 +869 3.660000e-01 2.570000e+02 2.387000e+02 +870 3.680000e-01 2.574000e+02 2.390000e+02 +871 3.720000e-01 2.579000e+02 2.393000e+02 +872 3.720000e-01 2.583000e+02 2.397000e+02 +873 3.760000e-01 2.588000e+02 2.400000e+02 +874 3.780000e-01 2.592000e+02 2.403000e+02 +875 3.780000e-01 2.596000e+02 2.407000e+02 +876 3.800000e-01 2.601000e+02 2.411000e+02 +877 3.820000e-01 2.605000e+02 2.414000e+02 +878 3.840000e-01 2.609000e+02 2.417000e+02 +879 3.840000e-01 2.613000e+02 2.421000e+02 +880 3.840000e-01 2.617000e+02 2.425000e+02 +881 3.840000e-01 2.621000e+02 2.429000e+02 +882 3.860000e-01 2.626000e+02 2.433000e+02 +883 3.880000e-01 2.631000e+02 2.437000e+02 +884 3.880000e-01 2.636000e+02 2.442000e+02 +885 3.880000e-01 2.640000e+02 2.446000e+02 +886 3.860000e-01 2.643000e+02 2.450000e+02 +887 3.900000e-01 2.648000e+02 2.453000e+02 +888 3.940000e-01 2.653000e+02 2.456000e+02 +889 3.960000e-01 2.657000e+02 2.459000e+02 +890 3.980000e-01 2.661000e+02 2.462000e+02 +891 4.020000e-01 2.666000e+02 2.465000e+02 +892 4.020000e-01 2.670000e+02 2.469000e+02 +893 4.040000e-01 2.675000e+02 2.473000e+02 +894 4.040000e-01 2.679000e+02 2.477000e+02 +895 4.040000e-01 2.683000e+02 2.481000e+02 +896 4.040000e-01 2.687000e+02 2.485000e+02 +897 4.040000e-01 2.691000e+02 2.489000e+02 +898 4.040000e-01 2.695000e+02 2.493000e+02 +899 4.020000e-01 2.699000e+02 2.498000e+02 +900 4.040000e-01 2.703000e+02 2.501000e+02 +901 4.060000e-01 2.707000e+02 2.504000e+02 +902 4.060000e-01 2.711000e+02 2.508000e+02 +903 4.080000e-01 2.716000e+02 2.512000e+02 +904 4.120000e-01 2.721000e+02 2.515000e+02 +905 4.140000e-01 2.726000e+02 2.519000e+02 +906 4.160000e-01 2.730000e+02 2.522000e+02 +907 4.180000e-01 2.735000e+02 2.526000e+02 +908 4.200000e-01 2.739000e+02 2.529000e+02 +909 4.160000e-01 2.742000e+02 2.534000e+02 +910 4.180000e-01 2.746000e+02 2.537000e+02 +911 4.200000e-01 2.751000e+02 2.541000e+02 +912 4.180000e-01 2.754000e+02 2.545000e+02 +913 4.160000e-01 2.758000e+02 2.550000e+02 +914 4.180000e-01 2.762000e+02 2.553000e+02 +915 4.180000e-01 2.765000e+02 2.556000e+02 +916 4.140000e-01 2.768000e+02 2.561000e+02 +917 4.140000e-01 2.772000e+02 2.565000e+02 +918 4.120000e-01 2.776000e+02 2.570000e+02 +919 4.140000e-01 2.781000e+02 2.574000e+02 +920 4.120000e-01 2.785000e+02 2.579000e+02 +921 4.120000e-01 2.789000e+02 2.583000e+02 +922 4.100000e-01 2.793000e+02 2.588000e+02 +923 4.100000e-01 2.797000e+02 2.592000e+02 +924 4.100000e-01 2.801000e+02 2.596000e+02 +925 4.060000e-01 2.804000e+02 2.601000e+02 +926 4.060000e-01 2.808000e+02 2.605000e+02 +927 4.080000e-01 2.813000e+02 2.609000e+02 +928 4.080000e-01 2.817000e+02 2.613000e+02 +929 4.080000e-01 2.821000e+02 2.617000e+02 +930 4.080000e-01 2.825000e+02 2.621000e+02 +931 4.060000e-01 2.829000e+02 2.626000e+02 +932 4.060000e-01 2.834000e+02 2.631000e+02 +933 4.060000e-01 2.839000e+02 2.636000e+02 +934 4.040000e-01 2.842000e+02 2.640000e+02 +935 4.040000e-01 2.845000e+02 2.643000e+02 +936 4.020000e-01 2.849000e+02 2.648000e+02 +937 4.020000e-01 2.854000e+02 2.653000e+02 +938 4.000000e-01 2.857000e+02 2.657000e+02 +939 4.020000e-01 2.862000e+02 2.661000e+02 +940 3.980000e-01 2.865000e+02 2.666000e+02 +941 4.000000e-01 2.870000e+02 2.670000e+02 +942 3.980000e-01 2.874000e+02 2.675000e+02 +943 4.000000e-01 2.879000e+02 2.679000e+02 +944 4.000000e-01 2.883000e+02 2.683000e+02 +945 4.020000e-01 2.888000e+02 2.687000e+02 +946 4.040000e-01 2.893000e+02 2.691000e+02 +947 4.060000e-01 2.898000e+02 2.695000e+02 +948 4.040000e-01 2.901000e+02 2.699000e+02 +949 4.040000e-01 2.905000e+02 2.703000e+02 +950 4.040000e-01 2.909000e+02 2.707000e+02 +951 4.040000e-01 2.913000e+02 2.711000e+02 +952 4.040000e-01 2.918000e+02 2.716000e+02 +953 4.020000e-01 2.922000e+02 2.721000e+02 +954 4.020000e-01 2.927000e+02 2.726000e+02 +955 4.020000e-01 2.931000e+02 2.730000e+02 +956 4.000000e-01 2.935000e+02 2.735000e+02 +957 4.020000e-01 2.940000e+02 2.739000e+02 +958 4.040000e-01 2.944000e+02 2.742000e+02 +959 4.040000e-01 2.948000e+02 2.746000e+02 +960 4.000000e-01 2.951000e+02 2.751000e+02 +961 4.020000e-01 2.955000e+02 2.754000e+02 +962 4.000000e-01 2.958000e+02 2.758000e+02 +963 4.000000e-01 2.962000e+02 2.762000e+02 +964 4.020000e-01 2.966000e+02 2.765000e+02 +965 4.040000e-01 2.970000e+02 2.768000e+02 +966 4.040000e-01 2.974000e+02 2.772000e+02 +967 4.040000e-01 2.978000e+02 2.776000e+02 +968 4.020000e-01 2.982000e+02 2.781000e+02 +969 4.020000e-01 2.986000e+02 2.785000e+02 +970 4.020000e-01 2.990000e+02 2.789000e+02 +971 4.040000e-01 2.995000e+02 2.793000e+02 +972 4.040000e-01 2.999000e+02 2.797000e+02 +973 4.020000e-01 3.002000e+02 2.801000e+02 +974 4.060000e-01 3.007000e+02 2.804000e+02 +975 4.060000e-01 3.011000e+02 2.808000e+02 +976 4.040000e-01 3.015000e+02 2.813000e+02 +977 4.040000e-01 3.019000e+02 2.817000e+02 +978 4.040000e-01 3.023000e+02 2.821000e+02 +979 4.040000e-01 3.027000e+02 2.825000e+02 +980 4.040000e-01 3.031000e+02 2.829000e+02 +981 4.020000e-01 3.035000e+02 2.834000e+02 +982 3.980000e-01 3.038000e+02 2.839000e+02 +983 4.000000e-01 3.042000e+02 2.842000e+02 +984 4.020000e-01 3.046000e+02 2.845000e+02 +985 4.000000e-01 3.049000e+02 2.849000e+02 +986 3.980000e-01 3.053000e+02 2.854000e+02 +987 4.000000e-01 3.057000e+02 2.857000e+02 +988 3.980000e-01 3.061000e+02 2.862000e+02 +989 3.980000e-01 3.064000e+02 2.865000e+02 +990 3.940000e-01 3.067000e+02 2.870000e+02 +991 3.940000e-01 3.071000e+02 2.874000e+02 +992 3.900000e-01 3.074000e+02 2.879000e+02 +993 3.900000e-01 3.078000e+02 2.883000e+02 +994 3.880000e-01 3.082000e+02 2.888000e+02 +995 3.860000e-01 3.086000e+02 2.893000e+02 +996 3.840000e-01 3.090000e+02 2.898000e+02 +997 3.860000e-01 3.094000e+02 2.901000e+02 +998 3.860000e-01 3.098000e+02 2.905000e+02 +999 3.860000e-01 3.102000e+02 2.909000e+02 diff --git a/doc/doc.tex b/doc/doc.tex index 71e5e1e..aa85061 100644 --- a/doc/doc.tex +++ b/doc/doc.tex @@ -35,6 +35,8 @@ In the graphs, which show the total reward earned as a function of the episodes Note that the nn and nn2 runs get a reward of only $0.5$ for reaching the goal, while the old and new runs get $10$. Therefore, the nn/nn2 results have been multiplied by $20$ to make them comparable. +Then, there has been done a run with \verb+self.NN.randomize_weights+ in the range of $(-0.27, 0.27)$ instead of $(1,1)$. + \gnuplotloadfile[terminal=pdf]{array_naive_vs_episodic.gnuplot} \gnuplotloadfile[terminal=pdf]{array_naive_vs_episodic_deriv.gnuplot} diff --git a/doc/logs/nn3.log b/doc/logs/nn3.log new file mode 100644 index 0000000..67988b0 --- /dev/null +++ b/doc/logs/nn3.log @@ -0,0 +1,1000 @@ +0.000000e+00 1.000000e-01 +1.000000e+00 2.000000e-01 +2.000000e+00 2.000000e-01 +3.000000e+00 3.000000e-01 +4.000000e+00 4.000000e-01 +5.000000e+00 6.000000e-01 +6.000000e+00 7.000000e-01 +7.000000e+00 8.000000e-01 +8.000000e+00 9.000000e-01 +9.000000e+00 1.000000e+00 +1.000000e+01 1.300000e+00 +1.100000e+01 1.300000e+00 +1.200000e+01 1.400000e+00 +1.300000e+01 1.500000e+00 +1.400000e+01 1.600000e+00 +1.500000e+01 1.800000e+00 +1.600000e+01 1.900000e+00 +1.700000e+01 2.100000e+00 +1.800000e+01 2.200000e+00 +1.900000e+01 2.200000e+00 +2.000000e+01 2.300000e+00 +2.100000e+01 2.600000e+00 +2.200000e+01 2.800000e+00 +2.300000e+01 2.900000e+00 +2.400000e+01 3.200000e+00 +2.500000e+01 3.400000e+00 +2.600000e+01 3.400000e+00 +2.700000e+01 3.600000e+00 +2.800000e+01 3.800000e+00 +2.900000e+01 4.000000e+00 +3.000000e+01 4.100000e+00 +3.100000e+01 4.500000e+00 +3.200000e+01 4.800000e+00 +3.300000e+01 5.000000e+00 +3.400000e+01 5.100000e+00 +3.500000e+01 5.300000e+00 +3.600000e+01 5.500000e+00 +3.700000e+01 5.600000e+00 +3.800000e+01 5.800000e+00 +3.900000e+01 6.100000e+00 +4.000000e+01 6.400000e+00 +4.100000e+01 6.500000e+00 +4.200000e+01 6.700000e+00 +4.300000e+01 6.800000e+00 +4.400000e+01 7.000000e+00 +4.500000e+01 7.100000e+00 +4.600000e+01 7.300000e+00 +4.700000e+01 7.600000e+00 +4.800000e+01 7.800000e+00 +4.900000e+01 7.900000e+00 +5.000000e+01 8.100000e+00 +5.100000e+01 8.400000e+00 +5.200000e+01 8.700000e+00 +5.300000e+01 8.900000e+00 +5.400000e+01 9.100000e+00 +5.500000e+01 9.400000e+00 +5.600000e+01 9.700000e+00 +5.700000e+01 9.900000e+00 +5.800000e+01 1.010000e+01 +5.900000e+01 1.040000e+01 +6.000000e+01 1.070000e+01 +6.100000e+01 1.100000e+01 +6.200000e+01 1.120000e+01 +6.300000e+01 1.150000e+01 +6.400000e+01 1.170000e+01 +6.500000e+01 1.200000e+01 +6.600000e+01 1.220000e+01 +6.700000e+01 1.240000e+01 +6.800000e+01 1.260000e+01 +6.900000e+01 1.280000e+01 +7.000000e+01 1.300000e+01 +7.100000e+01 1.320000e+01 +7.200000e+01 1.340000e+01 +7.300000e+01 1.370000e+01 +7.400000e+01 1.390000e+01 +7.500000e+01 1.410000e+01 +7.600000e+01 1.430000e+01 +7.700000e+01 1.450000e+01 +7.800000e+01 1.470000e+01 +7.900000e+01 1.490000e+01 +8.000000e+01 1.510000e+01 +8.100000e+01 1.540000e+01 +8.200000e+01 1.560000e+01 +8.300000e+01 1.590000e+01 +8.400000e+01 1.620000e+01 +8.500000e+01 1.640000e+01 +8.600000e+01 1.660000e+01 +8.700000e+01 1.680000e+01 +8.800000e+01 1.710000e+01 +8.900000e+01 1.740000e+01 +9.000000e+01 1.780000e+01 +9.100000e+01 1.800000e+01 +9.200000e+01 1.820000e+01 +9.300000e+01 1.840000e+01 +9.400000e+01 1.860000e+01 +9.500000e+01 1.890000e+01 +9.600000e+01 1.920000e+01 +9.700000e+01 1.940000e+01 +9.800000e+01 1.960000e+01 +9.900000e+01 1.980000e+01 +1.000000e+02 2.010000e+01 +1.010000e+02 2.040000e+01 +1.020000e+02 2.060000e+01 +1.030000e+02 2.090000e+01 +1.040000e+02 2.110000e+01 +1.050000e+02 2.140000e+01 +1.060000e+02 2.170000e+01 +1.070000e+02 2.190000e+01 +1.080000e+02 2.210000e+01 +1.090000e+02 2.240000e+01 +1.100000e+02 2.260000e+01 +1.110000e+02 2.280000e+01 +1.120000e+02 2.300000e+01 +1.130000e+02 2.330000e+01 +1.140000e+02 2.350000e+01 +1.150000e+02 2.370000e+01 +1.160000e+02 2.390000e+01 +1.170000e+02 2.420000e+01 +1.180000e+02 2.440000e+01 +1.190000e+02 2.470000e+01 +1.200000e+02 2.490000e+01 +1.210000e+02 2.500000e+01 +1.220000e+02 2.530000e+01 +1.230000e+02 2.550000e+01 +1.240000e+02 2.570000e+01 +1.250000e+02 2.600000e+01 +1.260000e+02 2.620000e+01 +1.270000e+02 2.640000e+01 +1.280000e+02 2.660000e+01 +1.290000e+02 2.690000e+01 +1.300000e+02 2.720000e+01 +1.310000e+02 2.750000e+01 +1.320000e+02 2.770000e+01 +1.330000e+02 2.800000e+01 +1.340000e+02 2.810000e+01 +1.350000e+02 2.840000e+01 +1.360000e+02 2.870000e+01 +1.370000e+02 2.900000e+01 +1.380000e+02 2.930000e+01 +1.390000e+02 2.950000e+01 +1.400000e+02 2.970000e+01 +1.410000e+02 3.000000e+01 +1.420000e+02 3.030000e+01 +1.430000e+02 3.050000e+01 +1.440000e+02 3.070000e+01 +1.450000e+02 3.100000e+01 +1.460000e+02 3.140000e+01 +1.470000e+02 3.170000e+01 +1.480000e+02 3.200000e+01 +1.490000e+02 3.230000e+01 +1.500000e+02 3.250000e+01 +1.510000e+02 3.280000e+01 +1.520000e+02 3.310000e+01 +1.530000e+02 3.330000e+01 +1.540000e+02 3.360000e+01 +1.550000e+02 3.390000e+01 +1.560000e+02 3.420000e+01 +1.570000e+02 3.460000e+01 +1.580000e+02 3.490000e+01 +1.590000e+02 3.520000e+01 +1.600000e+02 3.560000e+01 +1.610000e+02 3.590000e+01 +1.620000e+02 3.620000e+01 +1.630000e+02 3.650000e+01 +1.640000e+02 3.680000e+01 +1.650000e+02 3.710000e+01 +1.660000e+02 3.750000e+01 +1.670000e+02 3.790000e+01 +1.680000e+02 3.820000e+01 +1.690000e+02 3.850000e+01 +1.700000e+02 3.880000e+01 +1.710000e+02 3.910000e+01 +1.720000e+02 3.940000e+01 +1.730000e+02 3.970000e+01 +1.740000e+02 4.000000e+01 +1.750000e+02 4.020000e+01 +1.760000e+02 4.050000e+01 +1.770000e+02 4.080000e+01 +1.780000e+02 4.100000e+01 +1.790000e+02 4.130000e+01 +1.800000e+02 4.160000e+01 +1.810000e+02 4.190000e+01 +1.820000e+02 4.220000e+01 +1.830000e+02 4.250000e+01 +1.840000e+02 4.280000e+01 +1.850000e+02 4.310000e+01 +1.860000e+02 4.340000e+01 +1.870000e+02 4.380000e+01 +1.880000e+02 4.410000e+01 +1.890000e+02 4.440000e+01 +1.900000e+02 4.460000e+01 +1.910000e+02 4.490000e+01 +1.920000e+02 4.520000e+01 +1.930000e+02 4.550000e+01 +1.940000e+02 4.580000e+01 +1.950000e+02 4.610000e+01 +1.960000e+02 4.640000e+01 +1.970000e+02 4.670000e+01 +1.980000e+02 4.700000e+01 +1.990000e+02 4.720000e+01 +2.000000e+02 4.740000e+01 +2.010000e+02 4.770000e+01 +2.020000e+02 4.800000e+01 +2.030000e+02 4.830000e+01 +2.040000e+02 4.860000e+01 +2.050000e+02 4.890000e+01 +2.060000e+02 4.920000e+01 +2.070000e+02 4.950000e+01 +2.080000e+02 4.970000e+01 +2.090000e+02 5.000000e+01 +2.100000e+02 5.030000e+01 +2.110000e+02 5.060000e+01 +2.120000e+02 5.080000e+01 +2.130000e+02 5.100000e+01 +2.140000e+02 5.130000e+01 +2.150000e+02 5.150000e+01 +2.160000e+02 5.180000e+01 +2.170000e+02 5.200000e+01 +2.180000e+02 5.230000e+01 +2.190000e+02 5.260000e+01 +2.200000e+02 5.290000e+01 +2.210000e+02 5.320000e+01 +2.220000e+02 5.350000e+01 +2.230000e+02 5.380000e+01 +2.240000e+02 5.410000e+01 +2.250000e+02 5.440000e+01 +2.260000e+02 5.470000e+01 +2.270000e+02 5.500000e+01 +2.280000e+02 5.530000e+01 +2.290000e+02 5.550000e+01 +2.300000e+02 5.580000e+01 +2.310000e+02 5.600000e+01 +2.320000e+02 5.630000e+01 +2.330000e+02 5.670000e+01 +2.340000e+02 5.700000e+01 +2.350000e+02 5.720000e+01 +2.360000e+02 5.750000e+01 +2.370000e+02 5.780000e+01 +2.380000e+02 5.810000e+01 +2.390000e+02 5.860000e+01 +2.400000e+02 5.890000e+01 +2.410000e+02 5.930000e+01 +2.420000e+02 5.960000e+01 +2.430000e+02 6.000000e+01 +2.440000e+02 6.030000e+01 +2.450000e+02 6.060000e+01 +2.460000e+02 6.090000e+01 +2.470000e+02 6.130000e+01 +2.480000e+02 6.170000e+01 +2.490000e+02 6.210000e+01 +2.500000e+02 6.220000e+01 +2.510000e+02 6.260000e+01 +2.520000e+02 6.300000e+01 +2.530000e+02 6.330000e+01 +2.540000e+02 6.360000e+01 +2.550000e+02 6.400000e+01 +2.560000e+02 6.440000e+01 +2.570000e+02 6.470000e+01 +2.580000e+02 6.490000e+01 +2.590000e+02 6.520000e+01 +2.600000e+02 6.550000e+01 +2.610000e+02 6.580000e+01 +2.620000e+02 6.610000e+01 +2.630000e+02 6.640000e+01 +2.640000e+02 6.670000e+01 +2.650000e+02 6.700000e+01 +2.660000e+02 6.730000e+01 +2.670000e+02 6.760000e+01 +2.680000e+02 6.790000e+01 +2.690000e+02 6.820000e+01 +2.700000e+02 6.850000e+01 +2.710000e+02 6.880000e+01 +2.720000e+02 6.910000e+01 +2.730000e+02 6.940000e+01 +2.740000e+02 6.970000e+01 +2.750000e+02 6.990000e+01 +2.760000e+02 7.030000e+01 +2.770000e+02 7.060000e+01 +2.780000e+02 7.090000e+01 +2.790000e+02 7.120000e+01 +2.800000e+02 7.150000e+01 +2.810000e+02 7.180000e+01 +2.820000e+02 7.210000e+01 +2.830000e+02 7.240000e+01 +2.840000e+02 7.260000e+01 +2.850000e+02 7.290000e+01 +2.860000e+02 7.320000e+01 +2.870000e+02 7.360000e+01 +2.880000e+02 7.390000e+01 +2.890000e+02 7.420000e+01 +2.900000e+02 7.450000e+01 +2.910000e+02 7.480000e+01 +2.920000e+02 7.510000e+01 +2.930000e+02 7.540000e+01 +2.940000e+02 7.570000e+01 +2.950000e+02 7.600000e+01 +2.960000e+02 7.630000e+01 +2.970000e+02 7.660000e+01 +2.980000e+02 7.680000e+01 +2.990000e+02 7.700000e+01 +3.000000e+02 7.730000e+01 +3.010000e+02 7.760000e+01 +3.020000e+02 7.790000e+01 +3.030000e+02 7.830000e+01 +3.040000e+02 7.870000e+01 +3.050000e+02 7.900000e+01 +3.060000e+02 7.930000e+01 +3.070000e+02 7.960000e+01 +3.080000e+02 7.990000e+01 +3.090000e+02 8.020000e+01 +3.100000e+02 8.050000e+01 +3.110000e+02 8.080000e+01 +3.120000e+02 8.110000e+01 +3.130000e+02 8.130000e+01 +3.140000e+02 8.170000e+01 +3.150000e+02 8.200000e+01 +3.160000e+02 8.230000e+01 +3.170000e+02 8.260000e+01 +3.180000e+02 8.290000e+01 +3.190000e+02 8.330000e+01 +3.200000e+02 8.360000e+01 +3.210000e+02 8.390000e+01 +3.220000e+02 8.430000e+01 +3.230000e+02 8.460000e+01 +3.240000e+02 8.500000e+01 +3.250000e+02 8.530000e+01 +3.260000e+02 8.560000e+01 +3.270000e+02 8.590000e+01 +3.280000e+02 8.630000e+01 +3.290000e+02 8.660000e+01 +3.300000e+02 8.700000e+01 +3.310000e+02 8.740000e+01 +3.320000e+02 8.760000e+01 +3.330000e+02 8.790000e+01 +3.340000e+02 8.830000e+01 +3.350000e+02 8.870000e+01 +3.360000e+02 8.900000e+01 +3.370000e+02 8.930000e+01 +3.380000e+02 8.960000e+01 +3.390000e+02 8.990000e+01 +3.400000e+02 9.020000e+01 +3.410000e+02 9.050000e+01 +3.420000e+02 9.080000e+01 +3.430000e+02 9.110000e+01 +3.440000e+02 9.140000e+01 +3.450000e+02 9.170000e+01 +3.460000e+02 9.190000e+01 +3.470000e+02 9.220000e+01 +3.480000e+02 9.240000e+01 +3.490000e+02 9.270000e+01 +3.500000e+02 9.310000e+01 +3.510000e+02 9.350000e+01 +3.520000e+02 9.380000e+01 +3.530000e+02 9.410000e+01 +3.540000e+02 9.450000e+01 +3.550000e+02 9.480000e+01 +3.560000e+02 9.520000e+01 +3.570000e+02 9.550000e+01 +3.580000e+02 9.570000e+01 +3.590000e+02 9.590000e+01 +3.600000e+02 9.620000e+01 +3.610000e+02 9.650000e+01 +3.620000e+02 9.680000e+01 +3.630000e+02 9.710000e+01 +3.640000e+02 9.740000e+01 +3.650000e+02 9.770000e+01 +3.660000e+02 9.800000e+01 +3.670000e+02 9.830000e+01 +3.680000e+02 9.860000e+01 +3.690000e+02 9.890000e+01 +3.700000e+02 9.910000e+01 +3.710000e+02 9.940000e+01 +3.720000e+02 9.970000e+01 +3.730000e+02 1.000000e+02 +3.740000e+02 1.003000e+02 +3.750000e+02 1.006000e+02 +3.760000e+02 1.009000e+02 +3.770000e+02 1.012000e+02 +3.780000e+02 1.015000e+02 +3.790000e+02 1.018000e+02 +3.800000e+02 1.021000e+02 +3.810000e+02 1.024000e+02 +3.820000e+02 1.027000e+02 +3.830000e+02 1.030000e+02 +3.840000e+02 1.033000e+02 +3.850000e+02 1.036000e+02 +3.860000e+02 1.039000e+02 +3.870000e+02 1.042000e+02 +3.880000e+02 1.045000e+02 +3.890000e+02 1.048000e+02 +3.900000e+02 1.051000e+02 +3.910000e+02 1.054000e+02 +3.920000e+02 1.057000e+02 +3.930000e+02 1.060000e+02 +3.940000e+02 1.063000e+02 +3.950000e+02 1.066000e+02 +3.960000e+02 1.068000e+02 +3.970000e+02 1.071000e+02 +3.980000e+02 1.074000e+02 +3.990000e+02 1.077000e+02 +4.000000e+02 1.080000e+02 +4.010000e+02 1.083000e+02 +4.020000e+02 1.086000e+02 +4.030000e+02 1.089000e+02 +4.040000e+02 1.092000e+02 +4.050000e+02 1.096000e+02 +4.060000e+02 1.099000e+02 +4.070000e+02 1.102000e+02 +4.080000e+02 1.105000e+02 +4.090000e+02 1.108000e+02 +4.100000e+02 1.111000e+02 +4.110000e+02 1.114000e+02 +4.120000e+02 1.117000e+02 +4.130000e+02 1.120000e+02 +4.140000e+02 1.123000e+02 +4.150000e+02 1.126000e+02 +4.160000e+02 1.129000e+02 +4.170000e+02 1.132000e+02 +4.180000e+02 1.135000e+02 +4.190000e+02 1.138000e+02 +4.200000e+02 1.141000e+02 +4.210000e+02 1.144000e+02 +4.220000e+02 1.147000e+02 +4.230000e+02 1.150000e+02 +4.240000e+02 1.153000e+02 +4.250000e+02 1.156000e+02 +4.260000e+02 1.159000e+02 +4.270000e+02 1.162000e+02 +4.280000e+02 1.165000e+02 +4.290000e+02 1.168000e+02 +4.300000e+02 1.171000e+02 +4.310000e+02 1.174000e+02 +4.320000e+02 1.177000e+02 +4.330000e+02 1.180000e+02 +4.340000e+02 1.183000e+02 +4.350000e+02 1.186000e+02 +4.360000e+02 1.189000e+02 +4.370000e+02 1.192000e+02 +4.380000e+02 1.195000e+02 +4.390000e+02 1.197000e+02 +4.400000e+02 1.200000e+02 +4.410000e+02 1.203000e+02 +4.420000e+02 1.206000e+02 +4.430000e+02 1.209000e+02 +4.440000e+02 1.212000e+02 +4.450000e+02 1.214000e+02 +4.460000e+02 1.217000e+02 +4.470000e+02 1.220000e+02 +4.480000e+02 1.224000e+02 +4.490000e+02 1.227000e+02 +4.500000e+02 1.230000e+02 +4.510000e+02 1.234000e+02 +4.520000e+02 1.237000e+02 +4.530000e+02 1.241000e+02 +4.540000e+02 1.245000e+02 +4.550000e+02 1.249000e+02 +4.560000e+02 1.252000e+02 +4.570000e+02 1.256000e+02 +4.580000e+02 1.259000e+02 +4.590000e+02 1.263000e+02 +4.600000e+02 1.267000e+02 +4.610000e+02 1.271000e+02 +4.620000e+02 1.274000e+02 +4.630000e+02 1.278000e+02 +4.640000e+02 1.281000e+02 +4.650000e+02 1.284000e+02 +4.660000e+02 1.287000e+02 +4.670000e+02 1.290000e+02 +4.680000e+02 1.293000e+02 +4.690000e+02 1.296000e+02 +4.700000e+02 1.300000e+02 +4.710000e+02 1.303000e+02 +4.720000e+02 1.306000e+02 +4.730000e+02 1.309000e+02 +4.740000e+02 1.312000e+02 +4.750000e+02 1.315000e+02 +4.760000e+02 1.317000e+02 +4.770000e+02 1.320000e+02 +4.780000e+02 1.323000e+02 +4.790000e+02 1.326000e+02 +4.800000e+02 1.329000e+02 +4.810000e+02 1.333000e+02 +4.820000e+02 1.336000e+02 +4.830000e+02 1.339000e+02 +4.840000e+02 1.342000e+02 +4.850000e+02 1.345000e+02 +4.860000e+02 1.348000e+02 +4.870000e+02 1.351000e+02 +4.880000e+02 1.354000e+02 +4.890000e+02 1.357000e+02 +4.900000e+02 1.361000e+02 +4.910000e+02 1.364000e+02 +4.920000e+02 1.367000e+02 +4.930000e+02 1.370000e+02 +4.940000e+02 1.373000e+02 +4.950000e+02 1.376000e+02 +4.960000e+02 1.379000e+02 +4.970000e+02 1.383000e+02 +4.980000e+02 1.386000e+02 +4.990000e+02 1.389000e+02 +5.000000e+02 1.392000e+02 +5.010000e+02 1.395000e+02 +5.020000e+02 1.398000e+02 +5.030000e+02 1.401000e+02 +5.040000e+02 1.405000e+02 +5.050000e+02 1.409000e+02 +5.060000e+02 1.412000e+02 +5.070000e+02 1.415000e+02 +5.080000e+02 1.418000e+02 +5.090000e+02 1.421000e+02 +5.100000e+02 1.424000e+02 +5.110000e+02 1.427000e+02 +5.120000e+02 1.430000e+02 +5.130000e+02 1.433000e+02 +5.140000e+02 1.436000e+02 +5.150000e+02 1.439000e+02 +5.160000e+02 1.441000e+02 +5.170000e+02 1.444000e+02 +5.180000e+02 1.447000e+02 +5.190000e+02 1.449000e+02 +5.200000e+02 1.452000e+02 +5.210000e+02 1.455000e+02 +5.220000e+02 1.458000e+02 +5.230000e+02 1.461000e+02 +5.240000e+02 1.464000e+02 +5.250000e+02 1.467000e+02 +5.260000e+02 1.470000e+02 +5.270000e+02 1.473000e+02 +5.280000e+02 1.476000e+02 +5.290000e+02 1.479000e+02 +5.300000e+02 1.482000e+02 +5.310000e+02 1.485000e+02 +5.320000e+02 1.488000e+02 +5.330000e+02 1.491000e+02 +5.340000e+02 1.494000e+02 +5.350000e+02 1.497000e+02 +5.360000e+02 1.500000e+02 +5.370000e+02 1.503000e+02 +5.380000e+02 1.506000e+02 +5.390000e+02 1.509000e+02 +5.400000e+02 1.512000e+02 +5.410000e+02 1.515000e+02 +5.420000e+02 1.518000e+02 +5.430000e+02 1.520000e+02 +5.440000e+02 1.523000e+02 +5.450000e+02 1.526000e+02 +5.460000e+02 1.529000e+02 +5.470000e+02 1.532000e+02 +5.480000e+02 1.535000e+02 +5.490000e+02 1.538000e+02 +5.500000e+02 1.541000e+02 +5.510000e+02 1.544000e+02 +5.520000e+02 1.547000e+02 +5.530000e+02 1.550000e+02 +5.540000e+02 1.553000e+02 +5.550000e+02 1.556000e+02 +5.560000e+02 1.559000e+02 +5.570000e+02 1.562000e+02 +5.580000e+02 1.565000e+02 +5.590000e+02 1.568000e+02 +5.600000e+02 1.571000e+02 +5.610000e+02 1.574000e+02 +5.620000e+02 1.577000e+02 +5.630000e+02 1.580000e+02 +5.640000e+02 1.583000e+02 +5.650000e+02 1.586000e+02 +5.660000e+02 1.589000e+02 +5.670000e+02 1.592000e+02 +5.680000e+02 1.595000e+02 +5.690000e+02 1.598000e+02 +5.700000e+02 1.601000e+02 +5.710000e+02 1.604000e+02 +5.720000e+02 1.607000e+02 +5.730000e+02 1.610000e+02 +5.740000e+02 1.613000e+02 +5.750000e+02 1.616000e+02 +5.760000e+02 1.620000e+02 +5.770000e+02 1.622000e+02 +5.780000e+02 1.625000e+02 +5.790000e+02 1.628000e+02 +5.800000e+02 1.631000e+02 +5.810000e+02 1.634000e+02 +5.820000e+02 1.637000e+02 +5.830000e+02 1.640000e+02 +5.840000e+02 1.643000e+02 +5.850000e+02 1.646000e+02 +5.860000e+02 1.649000e+02 +5.870000e+02 1.652000e+02 +5.880000e+02 1.655000e+02 +5.890000e+02 1.658000e+02 +5.900000e+02 1.661000e+02 +5.910000e+02 1.664000e+02 +5.920000e+02 1.667000e+02 +5.930000e+02 1.670000e+02 +5.940000e+02 1.673000e+02 +5.950000e+02 1.676000e+02 +5.960000e+02 1.679000e+02 +5.970000e+02 1.683000e+02 +5.980000e+02 1.686000e+02 +5.990000e+02 1.689000e+02 +6.000000e+02 1.691000e+02 +6.010000e+02 1.694000e+02 +6.020000e+02 1.697000e+02 +6.030000e+02 1.700000e+02 +6.040000e+02 1.703000e+02 +6.050000e+02 1.706000e+02 +6.060000e+02 1.709000e+02 +6.070000e+02 1.712000e+02 +6.080000e+02 1.715000e+02 +6.090000e+02 1.719000e+02 +6.100000e+02 1.723000e+02 +6.110000e+02 1.726000e+02 +6.120000e+02 1.729000e+02 +6.130000e+02 1.732000e+02 +6.140000e+02 1.735000e+02 +6.150000e+02 1.738000e+02 +6.160000e+02 1.741000e+02 +6.170000e+02 1.744000e+02 +6.180000e+02 1.747000e+02 +6.190000e+02 1.750000e+02 +6.200000e+02 1.753000e+02 +6.210000e+02 1.756000e+02 +6.220000e+02 1.759000e+02 +6.230000e+02 1.762000e+02 +6.240000e+02 1.765000e+02 +6.250000e+02 1.768000e+02 +6.260000e+02 1.771000e+02 +6.270000e+02 1.774000e+02 +6.280000e+02 1.777000e+02 +6.290000e+02 1.780000e+02 +6.300000e+02 1.783000e+02 +6.310000e+02 1.787000e+02 +6.320000e+02 1.791000e+02 +6.330000e+02 1.794000e+02 +6.340000e+02 1.798000e+02 +6.350000e+02 1.801000e+02 +6.360000e+02 1.805000e+02 +6.370000e+02 1.808000e+02 +6.380000e+02 1.812000e+02 +6.390000e+02 1.816000e+02 +6.400000e+02 1.820000e+02 +6.410000e+02 1.824000e+02 +6.420000e+02 1.827000e+02 +6.430000e+02 1.830000e+02 +6.440000e+02 1.833000e+02 +6.450000e+02 1.836000e+02 +6.460000e+02 1.840000e+02 +6.470000e+02 1.844000e+02 +6.480000e+02 1.847000e+02 +6.490000e+02 1.850000e+02 +6.500000e+02 1.853000e+02 +6.510000e+02 1.856000e+02 +6.520000e+02 1.859000e+02 +6.530000e+02 1.863000e+02 +6.540000e+02 1.866000e+02 +6.550000e+02 1.870000e+02 +6.560000e+02 1.873000e+02 +6.570000e+02 1.877000e+02 +6.580000e+02 1.880000e+02 +6.590000e+02 1.884000e+02 +6.600000e+02 1.887000e+02 +6.610000e+02 1.890000e+02 +6.620000e+02 1.893000e+02 +6.630000e+02 1.896000e+02 +6.640000e+02 1.899000e+02 +6.650000e+02 1.902000e+02 +6.660000e+02 1.907000e+02 +6.670000e+02 1.911000e+02 +6.680000e+02 1.913000e+02 +6.690000e+02 1.916000e+02 +6.700000e+02 1.919000e+02 +6.710000e+02 1.922000e+02 +6.720000e+02 1.925000e+02 +6.730000e+02 1.928000e+02 +6.740000e+02 1.931000e+02 +6.750000e+02 1.934000e+02 +6.760000e+02 1.937000e+02 +6.770000e+02 1.940000e+02 +6.780000e+02 1.943000e+02 +6.790000e+02 1.946000e+02 +6.800000e+02 1.949000e+02 +6.810000e+02 1.952000e+02 +6.820000e+02 1.955000e+02 +6.830000e+02 1.958000e+02 +6.840000e+02 1.962000e+02 +6.850000e+02 1.966000e+02 +6.860000e+02 1.969000e+02 +6.870000e+02 1.972000e+02 +6.880000e+02 1.975000e+02 +6.890000e+02 1.978000e+02 +6.900000e+02 1.981000e+02 +6.910000e+02 1.984000e+02 +6.920000e+02 1.987000e+02 +6.930000e+02 1.990000e+02 +6.940000e+02 1.993000e+02 +6.950000e+02 1.996000e+02 +6.960000e+02 1.999000e+02 +6.970000e+02 2.002000e+02 +6.980000e+02 2.005000e+02 +6.990000e+02 2.008000e+02 +7.000000e+02 2.011000e+02 +7.010000e+02 2.014000e+02 +7.020000e+02 2.017000e+02 +7.030000e+02 2.020000e+02 +7.040000e+02 2.023000e+02 +7.050000e+02 2.026000e+02 +7.060000e+02 2.029000e+02 +7.070000e+02 2.032000e+02 +7.080000e+02 2.035000e+02 +7.090000e+02 2.038000e+02 +7.100000e+02 2.041000e+02 +7.110000e+02 2.044000e+02 +7.120000e+02 2.047000e+02 +7.130000e+02 2.050000e+02 +7.140000e+02 2.053000e+02 +7.150000e+02 2.056000e+02 +7.160000e+02 2.059000e+02 +7.170000e+02 2.062000e+02 +7.180000e+02 2.065000e+02 +7.190000e+02 2.068000e+02 +7.200000e+02 2.071000e+02 +7.210000e+02 2.074000e+02 +7.220000e+02 2.077000e+02 +7.230000e+02 2.080000e+02 +7.240000e+02 2.083000e+02 +7.250000e+02 2.086000e+02 +7.260000e+02 2.089000e+02 +7.270000e+02 2.092000e+02 +7.280000e+02 2.096000e+02 +7.290000e+02 2.099000e+02 +7.300000e+02 2.102000e+02 +7.310000e+02 2.105000e+02 +7.320000e+02 2.108000e+02 +7.330000e+02 2.111000e+02 +7.340000e+02 2.114000e+02 +7.350000e+02 2.117000e+02 +7.360000e+02 2.120000e+02 +7.370000e+02 2.123000e+02 +7.380000e+02 2.126000e+02 +7.390000e+02 2.129000e+02 +7.400000e+02 2.132000e+02 +7.410000e+02 2.135000e+02 +7.420000e+02 2.138000e+02 +7.430000e+02 2.141000e+02 +7.440000e+02 2.144000e+02 +7.450000e+02 2.147000e+02 +7.460000e+02 2.150000e+02 +7.470000e+02 2.153000e+02 +7.480000e+02 2.156000e+02 +7.490000e+02 2.159000e+02 +7.500000e+02 2.162000e+02 +7.510000e+02 2.165000e+02 +7.520000e+02 2.168000e+02 +7.530000e+02 2.171000e+02 +7.540000e+02 2.174000e+02 +7.550000e+02 2.178000e+02 +7.560000e+02 2.181000e+02 +7.570000e+02 2.184000e+02 +7.580000e+02 2.187000e+02 +7.590000e+02 2.190000e+02 +7.600000e+02 2.193000e+02 +7.610000e+02 2.197000e+02 +7.620000e+02 2.200000e+02 +7.630000e+02 2.203000e+02 +7.640000e+02 2.206000e+02 +7.650000e+02 2.209000e+02 +7.660000e+02 2.212000e+02 +7.670000e+02 2.215000e+02 +7.680000e+02 2.218000e+02 +7.690000e+02 2.221000e+02 +7.700000e+02 2.224000e+02 +7.710000e+02 2.227000e+02 +7.720000e+02 2.230000e+02 +7.730000e+02 2.233000e+02 +7.740000e+02 2.236000e+02 +7.750000e+02 2.239000e+02 +7.760000e+02 2.242000e+02 +7.770000e+02 2.245000e+02 +7.780000e+02 2.248000e+02 +7.790000e+02 2.251000e+02 +7.800000e+02 2.254000e+02 +7.810000e+02 2.257000e+02 +7.820000e+02 2.260000e+02 +7.830000e+02 2.263000e+02 +7.840000e+02 2.267000e+02 +7.850000e+02 2.271000e+02 +7.860000e+02 2.274000e+02 +7.870000e+02 2.277000e+02 +7.880000e+02 2.280000e+02 +7.890000e+02 2.283000e+02 +7.900000e+02 2.286000e+02 +7.910000e+02 2.290000e+02 +7.920000e+02 2.293000e+02 +7.930000e+02 2.296000e+02 +7.940000e+02 2.299000e+02 +7.950000e+02 2.302000e+02 +7.960000e+02 2.305000e+02 +7.970000e+02 2.308000e+02 +7.980000e+02 2.311000e+02 +7.990000e+02 2.314000e+02 +8.000000e+02 2.317000e+02 +8.010000e+02 2.320000e+02 +8.020000e+02 2.323000e+02 +8.030000e+02 2.327000e+02 +8.040000e+02 2.331000e+02 +8.050000e+02 2.334000e+02 +8.060000e+02 2.338000e+02 +8.070000e+02 2.342000e+02 +8.080000e+02 2.345000e+02 +8.090000e+02 2.348000e+02 +8.100000e+02 2.351000e+02 +8.110000e+02 2.355000e+02 +8.120000e+02 2.358000e+02 +8.130000e+02 2.362000e+02 +8.140000e+02 2.366000e+02 +8.150000e+02 2.369000e+02 +8.160000e+02 2.372000e+02 +8.170000e+02 2.375000e+02 +8.180000e+02 2.378000e+02 +8.190000e+02 2.382000e+02 +8.200000e+02 2.387000e+02 +8.210000e+02 2.390000e+02 +8.220000e+02 2.393000e+02 +8.230000e+02 2.397000e+02 +8.240000e+02 2.400000e+02 +8.250000e+02 2.403000e+02 +8.260000e+02 2.407000e+02 +8.270000e+02 2.411000e+02 +8.280000e+02 2.414000e+02 +8.290000e+02 2.417000e+02 +8.300000e+02 2.421000e+02 +8.310000e+02 2.425000e+02 +8.320000e+02 2.429000e+02 +8.330000e+02 2.433000e+02 +8.340000e+02 2.437000e+02 +8.350000e+02 2.442000e+02 +8.360000e+02 2.446000e+02 +8.370000e+02 2.450000e+02 +8.380000e+02 2.453000e+02 +8.390000e+02 2.456000e+02 +8.400000e+02 2.459000e+02 +8.410000e+02 2.462000e+02 +8.420000e+02 2.465000e+02 +8.430000e+02 2.469000e+02 +8.440000e+02 2.473000e+02 +8.450000e+02 2.477000e+02 +8.460000e+02 2.481000e+02 +8.470000e+02 2.485000e+02 +8.480000e+02 2.489000e+02 +8.490000e+02 2.493000e+02 +8.500000e+02 2.498000e+02 +8.510000e+02 2.501000e+02 +8.520000e+02 2.504000e+02 +8.530000e+02 2.508000e+02 +8.540000e+02 2.512000e+02 +8.550000e+02 2.515000e+02 +8.560000e+02 2.519000e+02 +8.570000e+02 2.522000e+02 +8.580000e+02 2.526000e+02 +8.590000e+02 2.529000e+02 +8.600000e+02 2.534000e+02 +8.610000e+02 2.537000e+02 +8.620000e+02 2.541000e+02 +8.630000e+02 2.545000e+02 +8.640000e+02 2.550000e+02 +8.650000e+02 2.553000e+02 +8.660000e+02 2.556000e+02 +8.670000e+02 2.561000e+02 +8.680000e+02 2.565000e+02 +8.690000e+02 2.570000e+02 +8.700000e+02 2.574000e+02 +8.710000e+02 2.579000e+02 +8.720000e+02 2.583000e+02 +8.730000e+02 2.588000e+02 +8.740000e+02 2.592000e+02 +8.750000e+02 2.596000e+02 +8.760000e+02 2.601000e+02 +8.770000e+02 2.605000e+02 +8.780000e+02 2.609000e+02 +8.790000e+02 2.613000e+02 +8.800000e+02 2.617000e+02 +8.810000e+02 2.621000e+02 +8.820000e+02 2.626000e+02 +8.830000e+02 2.631000e+02 +8.840000e+02 2.636000e+02 +8.850000e+02 2.640000e+02 +8.860000e+02 2.643000e+02 +8.870000e+02 2.648000e+02 +8.880000e+02 2.653000e+02 +8.890000e+02 2.657000e+02 +8.900000e+02 2.661000e+02 +8.910000e+02 2.666000e+02 +8.920000e+02 2.670000e+02 +8.930000e+02 2.675000e+02 +8.940000e+02 2.679000e+02 +8.950000e+02 2.683000e+02 +8.960000e+02 2.687000e+02 +8.970000e+02 2.691000e+02 +8.980000e+02 2.695000e+02 +8.990000e+02 2.699000e+02 +9.000000e+02 2.703000e+02 +9.010000e+02 2.707000e+02 +9.020000e+02 2.711000e+02 +9.030000e+02 2.716000e+02 +9.040000e+02 2.721000e+02 +9.050000e+02 2.726000e+02 +9.060000e+02 2.730000e+02 +9.070000e+02 2.735000e+02 +9.080000e+02 2.739000e+02 +9.090000e+02 2.742000e+02 +9.100000e+02 2.746000e+02 +9.110000e+02 2.751000e+02 +9.120000e+02 2.754000e+02 +9.130000e+02 2.758000e+02 +9.140000e+02 2.762000e+02 +9.150000e+02 2.765000e+02 +9.160000e+02 2.768000e+02 +9.170000e+02 2.772000e+02 +9.180000e+02 2.776000e+02 +9.190000e+02 2.781000e+02 +9.200000e+02 2.785000e+02 +9.210000e+02 2.789000e+02 +9.220000e+02 2.793000e+02 +9.230000e+02 2.797000e+02 +9.240000e+02 2.801000e+02 +9.250000e+02 2.804000e+02 +9.260000e+02 2.808000e+02 +9.270000e+02 2.813000e+02 +9.280000e+02 2.817000e+02 +9.290000e+02 2.821000e+02 +9.300000e+02 2.825000e+02 +9.310000e+02 2.829000e+02 +9.320000e+02 2.834000e+02 +9.330000e+02 2.839000e+02 +9.340000e+02 2.842000e+02 +9.350000e+02 2.845000e+02 +9.360000e+02 2.849000e+02 +9.370000e+02 2.854000e+02 +9.380000e+02 2.857000e+02 +9.390000e+02 2.862000e+02 +9.400000e+02 2.865000e+02 +9.410000e+02 2.870000e+02 +9.420000e+02 2.874000e+02 +9.430000e+02 2.879000e+02 +9.440000e+02 2.883000e+02 +9.450000e+02 2.888000e+02 +9.460000e+02 2.893000e+02 +9.470000e+02 2.898000e+02 +9.480000e+02 2.901000e+02 +9.490000e+02 2.905000e+02 +9.500000e+02 2.909000e+02 +9.510000e+02 2.913000e+02 +9.520000e+02 2.918000e+02 +9.530000e+02 2.922000e+02 +9.540000e+02 2.927000e+02 +9.550000e+02 2.931000e+02 +9.560000e+02 2.935000e+02 +9.570000e+02 2.940000e+02 +9.580000e+02 2.944000e+02 +9.590000e+02 2.948000e+02 +9.600000e+02 2.951000e+02 +9.610000e+02 2.955000e+02 +9.620000e+02 2.958000e+02 +9.630000e+02 2.962000e+02 +9.640000e+02 2.966000e+02 +9.650000e+02 2.970000e+02 +9.660000e+02 2.974000e+02 +9.670000e+02 2.978000e+02 +9.680000e+02 2.982000e+02 +9.690000e+02 2.986000e+02 +9.700000e+02 2.990000e+02 +9.710000e+02 2.995000e+02 +9.720000e+02 2.999000e+02 +9.730000e+02 3.002000e+02 +9.740000e+02 3.007000e+02 +9.750000e+02 3.011000e+02 +9.760000e+02 3.015000e+02 +9.770000e+02 3.019000e+02 +9.780000e+02 3.023000e+02 +9.790000e+02 3.027000e+02 +9.800000e+02 3.031000e+02 +9.810000e+02 3.035000e+02 +9.820000e+02 3.038000e+02 +9.830000e+02 3.042000e+02 +9.840000e+02 3.046000e+02 +9.850000e+02 3.049000e+02 +9.860000e+02 3.053000e+02 +9.870000e+02 3.057000e+02 +9.880000e+02 3.061000e+02 +9.890000e+02 3.064000e+02 +9.900000e+02 3.067000e+02 +9.910000e+02 3.071000e+02 +9.920000e+02 3.074000e+02 +9.930000e+02 3.078000e+02 +9.940000e+02 3.082000e+02 +9.950000e+02 3.086000e+02 +9.960000e+02 3.090000e+02 +9.970000e+02 3.094000e+02 +9.980000e+02 3.098000e+02 +9.990000e+02 3.102000e+02 |