stats

mean_shift_cuda/meanshift.cu

@@ -5,10 +5,10 @@
 #include "meanshift_utils.h"
 #include "meanshift_gpu_utils.h"
 
-int DEVIATION = 31000;
-int NUMBER_OF_POINTS = 5000;
+int DEVIATION = 1;
+int NUMBER_OF_POINTS = 600;
 int DIMENSIONS = 2;
-const char *POINTS_FILENAME = "../data/s4";
+const char *POINTS_FILENAME = "../data/X.bin";
 const char *LABELS_FILENAME = "../data/L.bin";
 parameters params;
 

stats/s4_serial_diades_run.txt

@@ -0,0 +1,118 @@
+dataset,s4
+implem,serial_c_diades
+iter,error
+0,927827.679145
+1,726816.223326
+2,581769.204949
+3,477408.630077
+4,395485.897206
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+113,0.000073
+total_time,216.425137

stats/s4_serial_local_run.txt

@@ -0,0 +1,118 @@
+Dataset,S4
+Implem,Serial_C_LOCAL_RUN
+Iter,Error
+0,927827.679145
+1,726816.223326
+2,581769.204949
+3,477408.630077
+4,395485.897206
+5,334651.158957
+6,292079.617208
+7,254134.878622
+8,215114.115728
+9,182607.082276
+10,156266.959549
+11,139994.419331
+12,125521.301757
+13,112218.794486
+14,98203.683241
+15,85490.183638
+16,73443.00014
+17,62609.489556
+18,59077.977003
+19,53892.80751
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+21,45535.865588
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+110,0.000285
+111,0.000179
+112,0.000114
+113,0.000073
+Total_time,327.254941

stats/serial_in_Matlab_and_C.txt

@@ -0,0 +1,33 @@
+Dataset:,X.bin,
+Implementation:,Serial_C,
+Iterations,Errors,
+0,7.503378,
+1,2.319695,
+2,0.968228,
+3,0.493493,
+4,0.407053,
+5,0.240149,
+6,0.222551,
+7,0.158582,
+8,0.07001,
+9,0.006547,
+10,0.000603,
+11,0.000056,
+Total time,0.07168,sec
+,,
+Dataset:,X.bin,
+Implementation:,Matlab,
+Iterations,Errors,
+1,5.6,
+2,1.6,
+3,0.78,
+4,0.41,
+5,0.29,
+6,0.19,
+7,0.21,
+8,0.16,
+9,0.07,
+10,0.0065,
+11,0.0006,
+12,0.000056,
+Total time,4.3,sec