resultsPC2.txt

Test 1 (filteredVamana serial vs parallel vs parallel distances)
Run Results:

Programs are:
Base Program (Program 1): ./bin/parallel_filtered_main 100 110 96 1.2 55 ./datasets/smallscale/dummy-data.bin ./datasets/smallscale/dummy-queries.bin ./datasets/smallscale/gt_k=100.bin
Program 2: ./bin/parallel_filtered_main_parallel 100 110 96 1.2 55 ./datasets/smallscale/dummy-data.bin ./datasets/smallscale/dummy-queries.bin ./datasets/smallscale/gt_k=100.bin
Program 3: ./bin/parallel_filtered_main_parallel_distances 100 110 69 1.2 55 ./datasets/smallscale/dummy-data.bin ./datasets/smallscale/dummy-queries.bin ./datasets/smallscale/gt_k=100.bin

Running Program 1/3: ./bin/parallel_filtered_main 100 110 96 1.2 55 ./datasets/smallscale/dummy-data.bin ./datasets/smallscale/dummy-queries.bin ./datasets/smallscale/gt_k=100.bin
Run 1:
Total Recall (ALL): 99.5842%
Average Recall (ALL): 99.6103%
Total Recall (Filtered): 99.9972%
Average Recall (Filtered): 99.9976%
Total Recall (Unfiltered): 99.2262%
Average Recall (Unfiltered): 99.2262%
Index Time: 120.573 seconds
Total Query Time (ALL): 32.3489 seconds
Average FGS Time (ALL): 0.0514707 seconds
Average FGS Time (Filtered): 0.00636849 seconds
Average FGS Time (Unfiltered): 0.0962143 seconds
Program Runtime: 153 seconds

Run 2:
Total Recall (ALL): 99.5751%
Average Recall (ALL): 99.6018%
Total Recall (Filtered): 99.9959%
Average Recall (Filtered): 99.9964%
Total Recall (Unfiltered): 99.2103%
Average Recall (Unfiltered): 99.2103%
Index Time: 127.58 seconds
Total Query Time (ALL): 32.6276 seconds
Average FGS Time (ALL): 0.0519083 seconds
Average FGS Time (Filtered): 0.0065962 seconds
Average FGS Time (Unfiltered): 0.0968602 seconds
Program Runtime: 160.285 seconds

Run 3:
Total Recall (ALL): 99.5685%
Average Recall (ALL): 99.5956%
Total Recall (Filtered): 99.9986%
Average Recall (Filtered): 99.9988%
Total Recall (Unfiltered): 99.1955%
Average Recall (Unfiltered): 99.1955%
Index Time: 124.2 seconds
Total Query Time (ALL): 30.1845 seconds
Average FGS Time (ALL): 0.0479972 seconds
Average FGS Time (Filtered): 0.00603165 seconds
Average FGS Time (Unfiltered): 0.0896292 seconds
Program Runtime: 154.447 seconds

Run 4:
Total Recall (ALL): 99.5761%
Average Recall (ALL): 99.6028%
Total Recall (Filtered): 99.995%
Average Recall (Filtered): 99.9956%
Total Recall (Unfiltered): 99.213%
Average Recall (Unfiltered): 99.213%
Index Time: 126.124 seconds
Total Query Time (ALL): 32.9729 seconds
Average FGS Time (ALL): 0.0524446 seconds
Average FGS Time (Filtered): 0.00664827 seconds
Average FGS Time (Unfiltered): 0.0978768 seconds
Program Runtime: 159.173 seconds

Run 5:
Total Recall (ALL): 99.5642%
Average Recall (ALL): 99.5916%
Total Recall (Filtered): 99.9954%
Average Recall (Filtered): 99.996%
Total Recall (Unfiltered): 99.1904%
Average Recall (Unfiltered): 99.1904%
Index Time: 121.945 seconds
Total Query Time (ALL): 32.9002 seconds
Average FGS Time (ALL): 0.0523351 seconds
Average FGS Time (Filtered): 0.00667093 seconds
Average FGS Time (Unfiltered): 0.0976364 seconds
Program Runtime: 154.923 seconds

Average Results for Program 1:
Average Total Recall (ALL): 99.5736200000 seconds
Average Average Recall (ALL): 99.6004200000 seconds
Average Total Recall (FILTERED): 99.9964200000 seconds
Average Average Recall (FILTERED): 99.9968800000 seconds
Average Total Recall (UNFILTERED): 99.2070800000 seconds
Average Average Recall (UNFILTERED): 99.2070800000 seconds
Average Index Time: 124.0844000000 seconds
Average Total Query Time (ALL): 32.2068200000 seconds
Average Average FGS Time (ALL): .0512311800 seconds
Average Average FGS Time (FILTERED): .0064631080 seconds
Average Average FGS Time (UNFILTERED): .0956433800 seconds
Average Runtime: 156.3656000000 seconds

Running Program 2/3: ./bin/parallel_filtered_main_parallel 100 110 96 1.2 55 ./datasets/smallscale/dummy-data.bin ./datasets/smallscale/dummy-queries.bin ./datasets/smallscale/gt_k=100.bin
Run 1:
Total Recall (ALL): 99.5719%
Average Recall (ALL): 99.5988%
Total Recall (Filtered): 99.9954%
Average Recall (Filtered): 99.996%
Total Recall (Unfiltered): 99.2047%
Average Recall (Unfiltered): 99.2047%
Index Time: 141.1 seconds
Total Query Time (ALL): 33.5401 seconds
Average FGS Time (ALL): 0.0533375 seconds
Average FGS Time (Filtered): 0.0067796 seconds
Average FGS Time (Unfiltered): 0.0995253 seconds
Program Runtime: 174.716 seconds

Run 2:
Total Recall (ALL): 99.5614%
Average Recall (ALL): 99.589%
Total Recall (Filtered): 99.9959%
Average Recall (Filtered): 99.9964%
Total Recall (Unfiltered): 99.1848%
Average Recall (Unfiltered): 99.1848%
Index Time: 138.579 seconds
Total Query Time (ALL): 31.2671 seconds
Average FGS Time (ALL): 0.0497174 seconds
Average FGS Time (Filtered): 0.00621539 seconds
Average FGS Time (Unfiltered): 0.0928736 seconds
Program Runtime: 169.914 seconds

Run 3:
Total Recall (ALL): 99.5717%
Average Recall (ALL): 99.5986%
Total Recall (Filtered): 99.9963%
Average Recall (Filtered): 99.9968%
Total Recall (Unfiltered): 99.2035%
Average Recall (Unfiltered): 99.2035%
Index Time: 132.545 seconds
Total Query Time (ALL): 32.9965 seconds
Average FGS Time (ALL): 0.0524746 seconds
Average FGS Time (Filtered): 0.00655202 seconds
Average FGS Time (Unfiltered): 0.0980322 seconds
Program Runtime: 165.617 seconds

Run 4:
Total Recall (ALL): 99.5531%
Average Recall (ALL): 99.5812%
Total Recall (Filtered): 99.9977%
Average Recall (Filtered): 99.998%
Total Recall (Unfiltered): 99.1677%
Average Recall (Unfiltered): 99.1677%
Index Time: 135.603 seconds
Total Query Time (ALL): 33.2629 seconds
Average FGS Time (ALL): 0.052894 seconds
Average FGS Time (Filtered): 0.00672471 seconds
Average FGS Time (Unfiltered): 0.0986962 seconds
Program Runtime: 168.944 seconds

Run 5:
Total Recall (ALL): 99.5887%
Average Recall (ALL): 99.6145%
Total Recall (Filtered): 99.9959%
Average Recall (Filtered): 99.9964%
Total Recall (Unfiltered): 99.2357%
Average Recall (Unfiltered): 99.2357%
Index Time: 131.524 seconds
Total Query Time (ALL): 33.5104 seconds
Average FGS Time (ALL): 0.0532766 seconds
Average FGS Time (Filtered): 0.00669571 seconds
Average FGS Time (Unfiltered): 0.0994872 seconds
Program Runtime: 165.108 seconds

Average Results for Program 2:
Average Total Recall (ALL): 99.5693600000 seconds
Average Average Recall (ALL): 99.5964200000 seconds
Average Total Recall (FILTERED): 99.9962400000 seconds
Average Average Recall (FILTERED): 99.9967200000 seconds
Average Total Recall (UNFILTERED): 99.1992800000 seconds
Average Average Recall (UNFILTERED): 99.1992800000 seconds
Average Index Time: 135.8702000000 seconds
Average Total Query Time (ALL): 32.9154000000 seconds
Average Average FGS Time (ALL): .0523400200 seconds
Average Average FGS Time (FILTERED): .0065934860 seconds
Average Average FGS Time (UNFILTERED): .0977229000 seconds
Average Runtime: 168.8598000000 seconds

Running Program 3/3: ./bin/parallel_filtered_main_parallel_distances 100 110 69 1.2 55 ./datasets/smallscale/dummy-data.bin ./datasets/smallscale/dummy-queries.bin ./datasets/smallscale/gt_k=100.bin
Run 1:
Total Recall (ALL): 99.4314%
Average Recall (ALL): 99.4671%
Total Recall (Filtered): 99.9954%
Average Recall (Filtered): 99.996%
Total Recall (Unfiltered): 98.9424%
Average Recall (Unfiltered): 98.9424%
Index Time: 233.214 seconds
Total Query Time (ALL): 30.7932 seconds
Average FGS Time (ALL): 0.0483008 seconds
Average FGS Time (Filtered): 0.00625067 seconds
Average FGS Time (Unfiltered): 0.0900166 seconds
Program Runtime: 264.076 seconds

Run 2:
Total Recall (ALL): 99.4045%
Average Recall (ALL): 99.4419%
Total Recall (Filtered): 99.9927%
Average Recall (Filtered): 99.9936%
Total Recall (Unfiltered): 98.8947%
Average Recall (Unfiltered): 98.8947%
Index Time: 241.195 seconds
Total Query Time (ALL): 30.8008 seconds
Average FGS Time (ALL): 0.0482387 seconds
Average FGS Time (Filtered): 0.00615934 seconds
Average FGS Time (Unfiltered): 0.0899835 seconds
Program Runtime: 272.073 seconds

Run 3:
Total Recall (ALL): 99.4233%
Average Recall (ALL): 99.4595%
Total Recall (Filtered): 99.994%
Average Recall (Filtered): 99.9948%
Total Recall (Unfiltered): 98.9285%
Average Recall (Unfiltered): 98.9285%
Index Time: 232.587 seconds
Total Query Time (ALL): 30.7913 seconds
Average FGS Time (ALL): 0.0481781 seconds
Average FGS Time (Filtered): 0.00612625 seconds
Average FGS Time (Unfiltered): 0.0898957 seconds
Program Runtime: 263.449 seconds

Run 4:
Total Recall (ALL): 99.4096%
Average Recall (ALL): 99.4467%
Total Recall (Filtered): 99.9904%
Average Recall (Filtered): 99.9916%
Total Recall (Unfiltered): 98.9062%
Average Recall (Unfiltered): 98.9062%
Index Time: 237.854 seconds
Total Query Time (ALL): 30.361 seconds
Average FGS Time (ALL): 0.0475601 seconds
Average FGS Time (Filtered): 0.00648575 seconds
Average FGS Time (Unfiltered): 0.088308 seconds
Program Runtime: 268.287 seconds

Run 5:
Total Recall (ALL): 99.4207%
Average Recall (ALL): 99.4571%
Total Recall (Filtered): 99.9954%
Average Recall (Filtered): 99.996%
Total Recall (Unfiltered): 98.9225%
Average Recall (Unfiltered): 98.9225%
Index Time: 230.476 seconds
Total Query Time (ALL): 30.6979 seconds
Average FGS Time (ALL): 0.0480737 seconds
Average FGS Time (Filtered): 0.00626558 seconds
Average FGS Time (Unfiltered): 0.0895494 seconds
Program Runtime: 261.244 seconds

Average Results for Program 3:
Average Total Recall (ALL): 99.4179000000 seconds
Average Average Recall (ALL): 99.4544600000 seconds
Average Total Recall (FILTERED): 99.9935800000 seconds
Average Average Recall (FILTERED): 99.9944000000 seconds
Average Total Recall (UNFILTERED): 98.9188600000 seconds
Average Average Recall (UNFILTERED): 98.9188600000 seconds
Average Index Time: 235.0652000000 seconds
Average Total Query Time (ALL): 30.6888400000 seconds
Average Average FGS Time (ALL): .0480702800 seconds
Average Average FGS Time (FILTERED): .0062575180 seconds
Average Average FGS Time (UNFILTERED): .0895506400 seconds
Average Runtime: 265.8258000000 seconds

Performance Comparison:
Base Program (Program 1):
Average Total Recall (ALL): 99.5736200000 %
Average Average Recall (ALL): 99.6004200000 %
Average Total Recall (FILTERED): 99.9964200000 %
Average Average Recall (FILTERED): 99.9968800000 %
Average Total Recall (UNFILTERED): 99.2070800000 %
Average Average Recall (UNFILTERED): 99.2070800000 %
Average Index Time: 124.0844000000 seconds
Average Total Query Time (ALL): 32.2068200000 seconds
Average Average FGS Time (ALL): .0512311800 seconds
Average Average FGS Time (FILTERED): .0064631080 seconds
Average Average FGS Time (UNFILTERED): .0956433800 seconds
Average Runtime: 156.3656000000 seconds

Program 2:
.00500% better Average Total Recall (ALL) than the Base Program with Average Total Recall (ALL): 99.5693600000
.00500% better Average Average Recall (ALL) than the Base Program with Average Average Recall (ALL): 99.5964200000
.00100% better Average Total Recall (FILTERED) than the Base Program with Average Total Recall (FILTERED): 99.9962400000
.00100% better Average Average Recall (FILTERED) than the Base Program with Average Average Recall (FILTERED): 99.9967200000
.00800% better Average Total Recall (UNFILTERED) than the Base Program with Average Total Recall (UNFILTERED): 99.1992800000
.00800% better Average Average Recall (UNFILTERED) than the Base Program with Average Average Recall (UNFILTERED): 99.1992800000
-9.49800% faster Average Index Time than the Base Program with Average Index Time: 135.8702000000
-2.20000% better Average Total Query Time (ALL) than the Base Program with Average Total Query Time (ALL): 32.9154000000
-2.16400% better Average Average FGS Time (ALL) than the Base Program with Average Average FGS Time (ALL): .0523400200
-2.01700% better Average Average FGS Time (FILTERED) than the Base Program with Average Average FGS Time (FILTERED): .0065934860
-2.17400% better Average Average FGS Time (UNFILTERED) than the Base Program with Average Average FGS Time (UNFILTERED): .0977229000
-7.99000% faster Average Runtime than the Base Program with Average Runtime: 168.8598000000

Program 3:
.15700% better Average Total Recall (ALL) than the Base Program with Average Total Recall (ALL): 99.4179000000
.14700% better Average Average Recall (ALL) than the Base Program with Average Average Recall (ALL): 99.4544600000
.00300% better Average Total Recall (FILTERED) than the Base Program with Average Total Recall (FILTERED): 99.9935800000
.00300% better Average Average Recall (FILTERED) than the Base Program with Average Average Recall (FILTERED): 99.9944000000
.29100% better Average Total Recall (UNFILTERED) than the Base Program with Average Total Recall (UNFILTERED): 98.9188600000
.29100% better Average Average Recall (UNFILTERED) than the Base Program with Average Average Recall (UNFILTERED): 98.9188600000
-89.43900% faster Average Index Time than the Base Program with Average Index Time: 235.0652000000
4.71400% better Average Total Query Time (ALL) than the Base Program with Average Total Query Time (ALL): 30.6888400000
6.17000% better Average Average FGS Time (ALL) than the Base Program with Average Average FGS Time (ALL): .0480702800
3.18100% better Average Average FGS Time (FILTERED) than the Base Program with Average Average FGS Time (FILTERED): .0062575180
6.37100% better Average Average FGS Time (UNFILTERED) than the Base Program with Average Average FGS Time (UNFILTERED): .0895506400
-70.00200% faster Average Runtime than the Base Program with Average Runtime: 265.8258000000


Test 2 (stitchedVamana serial vs parallel vs medoid_parallel_1 vs medoid_parallel_2 vs medoid_random vs medoid_subset vs generate_graph_parallel)
Run Results:

Programs are:
Base Program (Program 1): ./bin/parallel_stitched_main 100 110 96 1.2 55 ./datasets/smallscale/dummy-data.bin ./datasets/smallscale/dummy-queries.bin ./datasets/smallscale/gt_k=100.bin
Program 2: ./bin/parallel_stitched_main_parallel 100 110 96 1.2 55 ./datasets/smallscale/dummy-data.bin ./datasets/smallscale/dummy-queries.bin ./datasets/smallscale/gt_k=100.bin
Program 3: ./bin/parallel_stitched_main_medoid_parallel_1 100 110 96 1.2 55 ./datasets/smallscale/dummy-data.bin ./datasets/smallscale/dummy-queries.bin ./datasets/smallscale/gt_k=100.bin
Program 4: ./bin/parallel_stitched_main_medoid_parallel_2 100 110 96 1.2 55 ./datasets/smallscale/dummy-data.bin ./datasets/smallscale/dummy-queries.bin ./datasets/smallscale/gt_k=100.bin
Program 5: ./bin/parallel_stitched_main_medoid_random 100 110 96 1.2 55 ./datasets/smallscale/dummy-data.bin ./datasets/smallscale/dummy-queries.bin ./datasets/smallscale/gt_k=100.bin
Program 6: ./bin/parallel_stitched_main_medoid_subset 100 110 96 1.2 55 ./datasets/smallscale/dummy-data.bin ./datasets/smallscale/dummy-queries.bin ./datasets/smallscale/gt_k=100.bin
Program 7: ./bin/parallel_stitched_main_generate_graph_parallel 100 110 96 1.2 55 ./datasets/smallscale/dummy-data.bin ./datasets/smallscale/dummy-queries.bin ./datasets/smallscale/gt_k=100.bin

Running Program 1/7: ./bin/parallel_stitched_main 100 110 96 1.2 55 ./datasets/smallscale/dummy-data.bin ./datasets/smallscale/dummy-queries.bin ./datasets/smallscale/gt_k=100.bin
Run 1:
Total Recall (ALL): 99.5983%
Average Recall (ALL): 99.6235%
Total Recall (Filtered): 99.9982%
Average Recall (Filtered): 99.9984%
Total Recall (Unfiltered): 99.2516%
Average Recall (Unfiltered): 99.2516%
Index Time: 153.004 seconds
Total Query Time (ALL): 31.9353 seconds
Average FGS Time (ALL): 0.0507847 seconds
Average FGS Time (Filtered): 0.00639306 seconds
Average FGS Time (Unfiltered): 0.0948234 seconds
Program Runtime: 185.018 seconds

Run 2:
Total Recall (ALL): 99.6102%
Average Recall (ALL): 99.6347%
Total Recall (Filtered): 99.9977%
Average Recall (Filtered): 99.998%
Total Recall (Unfiltered): 99.2742%
Average Recall (Unfiltered): 99.2742%
Index Time: 143.578 seconds
Total Query Time (ALL): 30.3028 seconds
Average FGS Time (ALL): 0.0481749 seconds
Average FGS Time (Filtered): 0.00626862 seconds
Average FGS Time (Unfiltered): 0.089748 seconds
Program Runtime: 173.947 seconds

Run 3:
Total Recall (ALL): 99.5993%
Average Recall (ALL): 99.6245%
Total Recall (Filtered): 99.9982%
Average Recall (Filtered): 99.9984%
Total Recall (Unfiltered): 99.2536%
Average Recall (Unfiltered): 99.2536%
Index Time: 153.017 seconds
Total Query Time (ALL): 31.8858 seconds
Average FGS Time (ALL): 0.0506962 seconds
Average FGS Time (Filtered): 0.00638795 seconds
Average FGS Time (Unfiltered): 0.0946522 seconds
Program Runtime: 184.98 seconds

Run 4:
Total Recall (ALL): 99.6081%
Average Recall (ALL): 99.6327%
Total Recall (Filtered): 99.9986%
Average Recall (Filtered): 99.9988%
Total Recall (Unfiltered): 99.2695%
Average Recall (Unfiltered): 99.2695%
Index Time: 154.777 seconds
Total Query Time (ALL): 31.9301 seconds
Average FGS Time (ALL): 0.0507713 seconds
Average FGS Time (Filtered): 0.00630821 seconds
Average FGS Time (Unfiltered): 0.094881 seconds
Program Runtime: 186.782 seconds

Run 5:
Total Recall (ALL): 99.5978%
Average Recall (ALL): 99.6231%
Total Recall (Filtered): 99.9986%
Average Recall (Filtered): 99.9988%
Total Recall (Unfiltered): 99.2504%
Average Recall (Unfiltered): 99.2504%
Index Time: 147.498 seconds
Total Query Time (ALL): 32.3958 seconds
Average FGS Time (ALL): 0.0515057 seconds
Average FGS Time (Filtered): 0.00656339 seconds
Average FGS Time (Unfiltered): 0.0960908 seconds
Program Runtime: 179.969 seconds

Average Results for Program 1:
Average Total Recall (ALL): 99.6027400000 seconds
Average Average Recall (ALL): 99.6277000000 seconds
Average Total Recall (FILTERED): 99.9982600000 seconds
Average Average Recall (FILTERED): 99.9984800000 seconds
Average Total Recall (UNFILTERED): 99.2598600000 seconds
Average Average Recall (UNFILTERED): 99.2598600000 seconds
Average Index Time: 150.3748000000 seconds
Average Total Query Time (ALL): 31.6899600000 seconds
Average Average FGS Time (ALL): .0503865600 seconds
Average Average FGS Time (FILTERED): .0063842460 seconds
Average Average FGS Time (UNFILTERED): .0940390800 seconds
Average Runtime: 182.1392000000 seconds

Running Program 2/7: ./bin/parallel_stitched_main_parallel 100 110 96 1.2 55 ./datasets/smallscale/dummy-data.bin ./datasets/smallscale/dummy-queries.bin ./datasets/smallscale/gt_k=100.bin
Run 1:
Total Recall (ALL): 99.601%
Average Recall (ALL): 99.6261%
Total Recall (Filtered): 99.9977%
Average Recall (Filtered): 99.998%
Total Recall (Unfiltered): 99.2572%
Average Recall (Unfiltered): 99.2572%
Index Time: 95.4161 seconds
Total Query Time (ALL): 33.4794 seconds
Average FGS Time (ALL): 0.0531983 seconds
Average FGS Time (Filtered): 0.00685561 seconds
Average FGS Time (Unfiltered): 0.0991726 seconds
Program Runtime: 128.968 seconds

Run 2:
Total Recall (ALL): 99.5932%
Average Recall (ALL): 99.6187%
Total Recall (Filtered): 99.9968%
Average Recall (Filtered): 99.9972%
Total Recall (Unfiltered): 99.2432%
Average Recall (Unfiltered): 99.2432%
Index Time: 93.2247 seconds
Total Query Time (ALL): 32.6297 seconds
Average FGS Time (ALL): 0.0518478 seconds
Average FGS Time (Filtered): 0.00666323 seconds
Average FGS Time (Unfiltered): 0.0966732 seconds
Program Runtime: 125.928 seconds

Run 3:
Total Recall (ALL): 99.5917%
Average Recall (ALL): 99.6173%
Total Recall (Filtered): 99.9986%
Average Recall (Filtered): 99.9988%
Total Recall (Unfiltered): 99.2389%
Average Recall (Unfiltered): 99.2389%
Index Time: 94.9385 seconds
Total Query Time (ALL): 33.4476 seconds
Average FGS Time (ALL): 0.0531222 seconds
Average FGS Time (Filtered): 0.00685005 seconds
Average FGS Time (Unfiltered): 0.0990265 seconds
Program Runtime: 128.464 seconds

Run 4:
Total Recall (ALL): 99.6042%
Average Recall (ALL): 99.6291%
Total Recall (Filtered): 99.9982%
Average Recall (Filtered): 99.9984%
Total Recall (Unfiltered): 99.2627%
Average Recall (Unfiltered): 99.2627%
Index Time: 94.3369 seconds
Total Query Time (ALL): 33.4576 seconds
Average FGS Time (ALL): 0.0531803 seconds
Average FGS Time (Filtered): 0.00676685 seconds
Average FGS Time (Unfiltered): 0.0992248 seconds
Program Runtime: 127.88 seconds

Run 5:
Total Recall (ALL): 99.6008%
Average Recall (ALL): 99.6259%
Total Recall (Filtered): 99.9982%
Average Recall (Filtered): 99.9984%
Total Recall (Unfiltered): 99.2564%
Average Recall (Unfiltered): 99.2564%
Index Time: 95.768 seconds
Total Query Time (ALL): 33.4423 seconds
Average FGS Time (ALL): 0.053161 seconds
Average FGS Time (Filtered): 0.0067532 seconds
Average FGS Time (Unfiltered): 0.0992 seconds
Program Runtime: 129.287 seconds

Average Results for Program 2:
Average Total Recall (ALL): 99.5981800000 seconds
Average Average Recall (ALL): 99.6234200000 seconds
Average Total Recall (FILTERED): 99.9979000000 seconds
Average Average Recall (FILTERED): 99.9981600000 seconds
Average Total Recall (UNFILTERED): 99.2516800000 seconds
Average Average Recall (UNFILTERED): 99.2516800000 seconds
Average Index Time: 94.7368400000 seconds
Average Total Query Time (ALL): 33.2913200000 seconds
Average Average FGS Time (ALL): .0529019200 seconds
Average Average FGS Time (FILTERED): .0067777880 seconds
Average Average FGS Time (UNFILTERED): .0986594200 seconds
Average Runtime: 128.1054000000 seconds

Running Program 3/7: ./bin/parallel_stitched_main_medoid_parallel_1 100 110 96 1.2 55 ./datasets/smallscale/dummy-data.bin ./datasets/smallscale/dummy-queries.bin ./datasets/smallscale/gt_k=100.bin
Run 1:
Total Recall (ALL): 99.6006%
Average Recall (ALL): 99.6257%
Total Recall (Filtered): 99.9982%
Average Recall (Filtered): 99.9984%
Total Recall (Unfiltered): 99.256%
Average Recall (Unfiltered): 99.256%
Index Time: 154.219 seconds
Total Query Time (ALL): 31.963 seconds
Average FGS Time (ALL): 0.0508004 seconds
Average FGS Time (Filtered): 0.00649743 seconds
Average FGS Time (Unfiltered): 0.0947511 seconds
Program Runtime: 186.259 seconds

Run 2:
Total Recall (ALL): 99.601%
Average Recall (ALL): 99.6261%
Total Recall (Filtered): 99.9982%
Average Recall (Filtered): 99.9984%
Total Recall (Unfiltered): 99.2568%
Average Recall (Unfiltered): 99.2568%
Index Time: 153.247 seconds
Total Query Time (ALL): 31.5478 seconds
Average FGS Time (ALL): 0.0501587 seconds
Average FGS Time (Filtered): 0.00637353 seconds
Average FGS Time (Unfiltered): 0.0935958 seconds
Program Runtime: 184.866 seconds

Run 3:
Total Recall (ALL): 99.6057%
Average Recall (ALL): 99.6305%
Total Recall (Filtered): 99.9968%
Average Recall (Filtered): 99.9972%
Total Recall (Unfiltered): 99.2667%
Average Recall (Unfiltered): 99.2667%
Index Time: 151.198 seconds
Total Query Time (ALL): 32.0486 seconds
Average FGS Time (ALL): 0.050944 seconds
Average FGS Time (Filtered): 0.0065005 seconds
Average FGS Time (Unfiltered): 0.0950342 seconds
Program Runtime: 183.322 seconds

Run 4:
Total Recall (ALL): 99.5887%
Average Recall (ALL): 99.6145%
Total Recall (Filtered): 99.9991%
Average Recall (Filtered): 99.9992%
Total Recall (Unfiltered): 99.2329%
Average Recall (Unfiltered): 99.2329%
Index Time: 151.905 seconds
Total Query Time (ALL): 32.0151 seconds
Average FGS Time (ALL): 0.0509064 seconds
Average FGS Time (Filtered): 0.00634434 seconds
Average FGS Time (Unfiltered): 0.0951143 seconds
Program Runtime: 183.995 seconds

Run 5:
Total Recall (ALL): 99.6074%
Average Recall (ALL): 99.6321%
Total Recall (Filtered): 99.9991%
Average Recall (Filtered): 99.9992%
Total Recall (Unfiltered): 99.2679%
Average Recall (Unfiltered): 99.2679%
Index Time: 151.168 seconds
Total Query Time (ALL): 32.1177 seconds
Average FGS Time (ALL): 0.05107 seconds
Average FGS Time (Filtered): 0.00655444 seconds
Average FGS Time (Unfiltered): 0.0952316 seconds
Program Runtime: 183.36 seconds

Average Results for Program 3:
Average Total Recall (ALL): 99.6006800000 seconds
Average Average Recall (ALL): 99.6257800000 seconds
Average Total Recall (FILTERED): 99.9982800000 seconds
Average Average Recall (FILTERED): 99.9984800000 seconds
Average Total Recall (UNFILTERED): 99.2560600000 seconds
Average Average Recall (UNFILTERED): 99.2560600000 seconds
Average Index Time: 152.3474000000 seconds
Average Total Query Time (ALL): 31.9384400000 seconds
Average Average FGS Time (ALL): .0507759000 seconds
Average Average FGS Time (FILTERED): .0064540480 seconds
Average Average FGS Time (UNFILTERED): .0947454000 seconds
Average Runtime: 184.3604000000 seconds

Running Program 4/7: ./bin/parallel_stitched_main_medoid_parallel_2 100 110 96 1.2 55 ./datasets/smallscale/dummy-data.bin ./datasets/smallscale/dummy-queries.bin ./datasets/smallscale/gt_k=100.bin
Run 1:
Total Recall (ALL): 99.5972%
Average Recall (ALL): 99.6225%
Total Recall (Filtered): 99.9986%
Average Recall (Filtered): 99.9988%
Total Recall (Unfiltered): 99.2492%
Average Recall (Unfiltered): 99.2492%
Index Time: 155.713 seconds
Total Query Time (ALL): 30.9985 seconds
Average FGS Time (ALL): 0.0492651 seconds
Average FGS Time (Filtered): 0.00628948 seconds
Average FGS Time (Unfiltered): 0.091899 seconds
Program Runtime: 186.796 seconds

Run 2:
Total Recall (ALL): 99.5925%
Average Recall (ALL): 99.6181%
Total Recall (Filtered): 99.9982%
Average Recall (Filtered): 99.9984%
Total Recall (Unfiltered): 99.2409%
Average Recall (Unfiltered): 99.2409%
Index Time: 149.987 seconds
Total Query Time (ALL): 31.8176 seconds
Average FGS Time (ALL): 0.0506066 seconds
Average FGS Time (Filtered): 0.00650624 seconds
Average FGS Time (Unfiltered): 0.0943564 seconds
Program Runtime: 181.891 seconds

Run 3:
Total Recall (ALL): 99.603%
Average Recall (ALL): 99.6279%
Total Recall (Filtered): 99.9986%
Average Recall (Filtered): 99.9988%
Total Recall (Unfiltered): 99.2599%
Average Recall (Unfiltered): 99.2599%
Index Time: 151.433 seconds
Total Query Time (ALL): 31.8951 seconds
Average FGS Time (ALL): 0.050701 seconds
Average FGS Time (Filtered): 0.00646753 seconds
Average FGS Time (Unfiltered): 0.0945829 seconds
Program Runtime: 183.41 seconds

Run 4:
Total Recall (ALL): 99.5987%
Average Recall (ALL): 99.6239%
Total Recall (Filtered): 99.9995%
Average Recall (Filtered): 99.9996%
Total Recall (Unfiltered): 99.2512%
Average Recall (Unfiltered): 99.2512%
Index Time: 158.483 seconds
Total Query Time (ALL): 32.1115 seconds
Average FGS Time (ALL): 0.0510549 seconds
Average FGS Time (Filtered): 0.00655945 seconds
Average FGS Time (Unfiltered): 0.0951967 seconds
Program Runtime: 190.669 seconds

Run 5:
Total Recall (ALL): 99.6096%
Average Recall (ALL): 99.6341%
Total Recall (Filtered): 99.9986%
Average Recall (Filtered): 99.9988%
Total Recall (Unfiltered): 99.2723%
Average Recall (Unfiltered): 99.2723%
Index Time: 151.277 seconds
Total Query Time (ALL): 31.6815 seconds
Average FGS Time (ALL): 0.0503636 seconds
Average FGS Time (Filtered): 0.00629499 seconds
Average FGS Time (Unfiltered): 0.094082 seconds
Program Runtime: 183.034 seconds

Average Results for Program 4:
Average Total Recall (ALL): 99.6002000000 seconds
Average Average Recall (ALL): 99.6253000000 seconds
Average Total Recall (FILTERED): 99.9987000000 seconds
Average Average Recall (FILTERED): 99.9988800000 seconds
Average Total Recall (UNFILTERED): 99.2547000000 seconds
Average Average Recall (UNFILTERED): 99.2547000000 seconds
Average Index Time: 153.3786000000 seconds
Average Total Query Time (ALL): 31.7008400000 seconds
Average Average FGS Time (ALL): .0503982400 seconds
Average Average FGS Time (FILTERED): .0064235380 seconds
Average Average FGS Time (UNFILTERED): .0940234000 seconds
Average Runtime: 185.1600000000 seconds

Running Program 5/7: ./bin/parallel_stitched_main_medoid_random 100 110 96 1.2 55 ./datasets/smallscale/dummy-data.bin ./datasets/smallscale/dummy-queries.bin ./datasets/smallscale/gt_k=100.bin
Run 1:
Total Recall (ALL): 99.5998%
Average Recall (ALL): 99.6249%
Total Recall (Filtered): 99.9995%
Average Recall (Filtered): 99.9996%
Total Recall (Unfiltered): 99.2532%
Average Recall (Unfiltered): 99.2532%
Index Time: 145.097 seconds
Total Query Time (ALL): 31.9037 seconds
Average FGS Time (ALL): 0.0507303 seconds
Average FGS Time (Filtered): 0.0064737 seconds
Average FGS Time (Unfiltered): 0.0946351 seconds
Program Runtime: 177.077 seconds

Run 2:
Total Recall (ALL): 99.601%
Average Recall (ALL): 99.6261%
Total Recall (Filtered): 99.9982%
Average Recall (Filtered): 99.9984%
Total Recall (Unfiltered): 99.2568%
Average Recall (Unfiltered): 99.2568%
Index Time: 146.655 seconds
Total Query Time (ALL): 32.1503 seconds
Average FGS Time (ALL): 0.0510985 seconds
Average FGS Time (Filtered): 0.00643015 seconds
Average FGS Time (Unfiltered): 0.0954118 seconds
Program Runtime: 178.88 seconds

Run 3:
Total Recall (ALL): 99.5936%
Average Recall (ALL): 99.6191%
Total Recall (Filtered): 99.9968%
Average Recall (Filtered): 99.9972%
Total Recall (Unfiltered): 99.244%
Average Recall (Unfiltered): 99.244%
Index Time: 154.918 seconds
Total Query Time (ALL): 33.4699 seconds
Average FGS Time (ALL): 0.0532014 seconds
Average FGS Time (Filtered): 0.00676115 seconds
Average FGS Time (Unfiltered): 0.0992724 seconds
Program Runtime: 188.473 seconds

Run 4:
Total Recall (ALL): 99.604%
Average Recall (ALL): 99.6289%
Total Recall (Filtered): 99.9986%
Average Recall (Filtered): 99.9988%
Total Recall (Unfiltered): 99.2619%
Average Recall (Unfiltered): 99.2619%
Index Time: 146.396 seconds
Total Query Time (ALL): 31.5556 seconds
Average FGS Time (ALL): 0.0501835 seconds
Average FGS Time (Filtered): 0.00644259 seconds
Average FGS Time (Unfiltered): 0.0935767 seconds
Program Runtime: 178.026 seconds

Run 5:
Total Recall (ALL): 99.5814%
Average Recall (ALL): 99.6077%
Total Recall (Filtered): 99.9986%
Average Recall (Filtered): 99.9988%
Total Recall (Unfiltered): 99.2198%
Average Recall (Unfiltered): 99.2198%
Index Time: 144.312 seconds
Total Query Time (ALL): 32.1008 seconds
Average FGS Time (ALL): 0.0510362 seconds
Average FGS Time (Filtered): 0.00661246 seconds
Average FGS Time (Unfiltered): 0.0951068 seconds
Program Runtime: 176.498 seconds

Average Results for Program 5:
Average Total Recall (ALL): 99.5959600000 seconds
Average Average Recall (ALL): 99.6213400000 seconds
Average Total Recall (FILTERED): 99.9983400000 seconds
Average Average Recall (FILTERED): 99.9985600000 seconds
Average Total Recall (UNFILTERED): 99.2471400000 seconds
Average Average Recall (UNFILTERED): 99.2471400000 seconds
Average Index Time: 147.4756000000 seconds
Average Total Query Time (ALL): 32.2360600000 seconds
Average Average FGS Time (ALL): .0512499800 seconds
Average Average FGS Time (FILTERED): .0065440100 seconds
Average Average FGS Time (UNFILTERED): .0956005600 seconds
Average Runtime: 179.7908000000 seconds

Running Program 6/7: ./bin/parallel_stitched_main_medoid_subset 100 110 96 1.2 55 ./datasets/smallscale/dummy-data.bin ./datasets/smallscale/dummy-queries.bin ./datasets/smallscale/gt_k=100.bin
Run 1:
Total Recall (ALL): %
Average Recall (ALL): %
Total Recall (Filtered): %
Average Recall (Filtered): %
Total Recall (Unfiltered): %
Average Recall (Unfiltered): %
Index Time:  seconds
Total Query Time (ALL):  seconds
Average FGS Time (ALL):  seconds
Average FGS Time (Filtered):  seconds
Average FGS Time (Unfiltered):  seconds
Program Runtime:  seconds

Run 2:
Total Recall (ALL): %
Average Recall (ALL): %
Total Recall (Filtered): %
Average Recall (Filtered): %
Total Recall (Unfiltered): %
Average Recall (Unfiltered): %
Index Time:  seconds
Total Query Time (ALL):  seconds
Average FGS Time (ALL):  seconds
Average FGS Time (Filtered):  seconds
Average FGS Time (Unfiltered):  seconds
Program Runtime:  seconds

Run 3:
Total Recall (ALL): %
Average Recall (ALL): %
Total Recall (Filtered): %
Average Recall (Filtered): %
Total Recall (Unfiltered): %
Average Recall (Unfiltered): %
Index Time:  seconds
Total Query Time (ALL):  seconds
Average FGS Time (ALL):  seconds
Average FGS Time (Filtered):  seconds
Average FGS Time (Unfiltered):  seconds
Program Runtime:  seconds

Run 4:
Total Recall (ALL): %
Average Recall (ALL): %
Total Recall (Filtered): %
Average Recall (Filtered): %
Total Recall (Unfiltered): %
Average Recall (Unfiltered): %
Index Time:  seconds
Total Query Time (ALL):  seconds
Average FGS Time (ALL):  seconds
Average FGS Time (Filtered):  seconds
Average FGS Time (Unfiltered):  seconds
Program Runtime:  seconds

Run 5:
Total Recall (ALL): %
Average Recall (ALL): %
Total Recall (Filtered): %
Average Recall (Filtered): %
Total Recall (Unfiltered): %
Average Recall (Unfiltered): %
Index Time:  seconds
Total Query Time (ALL):  seconds
Average FGS Time (ALL):  seconds
Average FGS Time (Filtered):  seconds
Average FGS Time (Unfiltered):  seconds
Program Runtime:  seconds

Average Results for Program 6:
Average Total Recall (ALL):  seconds
Average Average Recall (ALL):  seconds
Average Total Recall (FILTERED):  seconds
Average Average Recall (FILTERED):  seconds
Average Total Recall (UNFILTERED):  seconds
Average Average Recall (UNFILTERED):  seconds
Average Index Time:  seconds
Average Total Query Time (ALL):  seconds
Average Average FGS Time (ALL):  seconds
Average Average FGS Time (FILTERED):  seconds
Average Average FGS Time (UNFILTERED):  seconds
Average Runtime:  seconds

Running Program 7/7: ./bin/parallel_stitched_main_generate_graph_parallel 100 110 96 1.2 55 ./datasets/smallscale/dummy-data.bin ./datasets/smallscale/dummy-queries.bin ./datasets/smallscale/gt_k=100.bin
Run 1:
Total Recall (ALL): 99.5827%
Average Recall (ALL): 99.6089%
Total Recall (Filtered): 99.9991%
Average Recall (Filtered): 99.9992%
Total Recall (Unfiltered): 99.2218%
Average Recall (Unfiltered): 99.2218%
Index Time: 137.593 seconds
Total Query Time (ALL): 31.7048 seconds
Average FGS Time (ALL): 0.0504125 seconds
Average FGS Time (Filtered): 0.00645322 seconds
Average FGS Time (Unfiltered): 0.0940223 seconds
Program Runtime: 169.375 seconds

Run 2:
Total Recall (ALL): 99.5959%
Average Recall (ALL): 99.6213%
Total Recall (Filtered): 99.9968%
Average Recall (Filtered): 99.9972%
Total Recall (Unfiltered): 99.2484%
Average Recall (Unfiltered): 99.2484%
Index Time: 139.975 seconds
Total Query Time (ALL): 30.7815 seconds
Average FGS Time (ALL): 0.0489321 seconds
Average FGS Time (Filtered): 0.00617072 seconds
Average FGS Time (Unfiltered): 0.0913536 seconds
Program Runtime: 170.825 seconds

Run 3:
Total Recall (ALL): 99.6038%
Average Recall (ALL): 99.6287%
Total Recall (Filtered): 99.9977%
Average Recall (Filtered): 99.998%
Total Recall (Unfiltered): 99.2623%
Average Recall (Unfiltered): 99.2623%
Index Time: 139.742 seconds
Total Query Time (ALL): 31.5902 seconds
Average FGS Time (ALL): 0.0502132 seconds
Average FGS Time (Filtered): 0.00641327 seconds
Average FGS Time (Unfiltered): 0.0936649 seconds
Program Runtime: 171.408 seconds

Run 4:
Total Recall (ALL): 99.6106%
Average Recall (ALL): 99.6351%
Total Recall (Filtered): 99.9991%
Average Recall (Filtered): 99.9992%
Total Recall (Unfiltered): 99.2738%
Average Recall (Unfiltered): 99.2738%
Index Time: 140.357 seconds
Total Query Time (ALL): 31.3547 seconds
Average FGS Time (ALL): 0.0498468 seconds
Average FGS Time (Filtered): 0.00650668 seconds
Average FGS Time (Unfiltered): 0.0928424 seconds
Program Runtime: 171.785 seconds

Run 5:
Total Recall (ALL): 99.6012%
Average Recall (ALL): 99.6263%
Total Recall (Filtered): 99.9977%
Average Recall (Filtered): 99.998%
Total Recall (Unfiltered): 99.2576%
Average Recall (Unfiltered): 99.2576%
Index Time: 138.55 seconds
Total Query Time (ALL): 31.7474 seconds
Average FGS Time (ALL): 0.0504397 seconds
Average FGS Time (Filtered): 0.00659112 seconds
Average FGS Time (Unfiltered): 0.0939397 seconds
Program Runtime: 170.37 seconds

Average Results for Program 7:
Average Total Recall (ALL): 99.5988400000 seconds
Average Average Recall (ALL): 99.6240600000 seconds
Average Total Recall (FILTERED): 99.9980800000 seconds
Average Average Recall (FILTERED): 99.9983200000 seconds
Average Total Recall (UNFILTERED): 99.2527800000 seconds
Average Average Recall (UNFILTERED): 99.2527800000 seconds
Average Index Time: 139.2434000000 seconds
Average Total Query Time (ALL): 31.4357200000 seconds
Average Average FGS Time (ALL): .0499688600 seconds
Average Average FGS Time (FILTERED): .0064270020 seconds
Average Average FGS Time (UNFILTERED): .0931645800 seconds
Average Runtime: 170.7526000000 seconds

Performance Comparison:
Base Program (Program 1):
Average Total Recall (ALL): 99.6027400000 %
Average Average Recall (ALL): 99.6277000000 %
Average Total Recall (FILTERED): 99.9982600000 %
Average Average Recall (FILTERED): 99.9984800000 %
Average Total Recall (UNFILTERED): 99.2598600000 %
Average Average Recall (UNFILTERED): 99.2598600000 %
Average Index Time: 150.3748000000 seconds
Average Total Query Time (ALL): 31.6899600000 seconds
Average Average FGS Time (ALL): .0503865600 seconds
Average Average FGS Time (FILTERED): .0063842460 seconds
Average Average FGS Time (UNFILTERED): .0940390800 seconds
Average Runtime: 182.1392000000 seconds

Program 2:
.00500% better Average Total Recall (ALL) than the Base Program with Average Total Recall (ALL): 99.5981800000
.00500% better Average Average Recall (ALL) than the Base Program with Average Average Recall (ALL): 99.6234200000
.00100% better Average Total Recall (FILTERED) than the Base Program with Average Total Recall (FILTERED): 99.9979000000
.00100% better Average Average Recall (FILTERED) than the Base Program with Average Average Recall (FILTERED): 99.9981600000
.00900% better Average Total Recall (UNFILTERED) than the Base Program with Average Total Recall (UNFILTERED): 99.2516800000
.00900% better Average Average Recall (UNFILTERED) than the Base Program with Average Average Recall (UNFILTERED): 99.2516800000
37.00000% faster Average Index Time than the Base Program with Average Index Time: 94.7368400000
-5.05300% better Average Total Query Time (ALL) than the Base Program with Average Total Query Time (ALL): 33.2913200000
-4.99200% better Average Average FGS Time (ALL) than the Base Program with Average Average FGS Time (ALL): .0529019200
-6.16400% better Average Average FGS Time (FILTERED) than the Base Program with Average Average FGS Time (FILTERED): .0067777880
-4.91300% better Average Average FGS Time (UNFILTERED) than the Base Program with Average Average FGS Time (UNFILTERED): .0986594200
29.66700% faster Average Runtime than the Base Program with Average Runtime: 128.1054000000

Program 3:
.00300% better Average Total Recall (ALL) than the Base Program with Average Total Recall (ALL): 99.6006800000
.00200% better Average Average Recall (ALL) than the Base Program with Average Average Recall (ALL): 99.6257800000
0% better Average Total Recall (FILTERED) than the Base Program with Average Total Recall (FILTERED): 99.9982800000
0% better Average Average Recall (FILTERED) than the Base Program with Average Average Recall (FILTERED): 99.9984800000
.00400% better Average Total Recall (UNFILTERED) than the Base Program with Average Total Recall (UNFILTERED): 99.2560600000
.00400% better Average Average Recall (UNFILTERED) than the Base Program with Average Average Recall (UNFILTERED): 99.2560600000
-1.31100% faster Average Index Time than the Base Program with Average Index Time: 152.3474000000
-.78400% better Average Total Query Time (ALL) than the Base Program with Average Total Query Time (ALL): 31.9384400000
-.77200% better Average Average FGS Time (ALL) than the Base Program with Average Average FGS Time (ALL): .0507759000
-1.09300% better Average Average FGS Time (FILTERED) than the Base Program with Average Average FGS Time (FILTERED): .0064540480
-.75100% better Average Average FGS Time (UNFILTERED) than the Base Program with Average Average FGS Time (UNFILTERED): .0947454000
-1.21900% faster Average Runtime than the Base Program with Average Runtime: 184.3604000000

Program 4:
.00300% better Average Total Recall (ALL) than the Base Program with Average Total Recall (ALL): 99.6002000000
.00300% better Average Average Recall (ALL) than the Base Program with Average Average Recall (ALL): 99.6253000000
0% better Average Total Recall (FILTERED) than the Base Program with Average Total Recall (FILTERED): 99.9987000000
0% better Average Average Recall (FILTERED) than the Base Program with Average Average Recall (FILTERED): 99.9988800000
.00600% better Average Total Recall (UNFILTERED) than the Base Program with Average Total Recall (UNFILTERED): 99.2547000000
.00600% better Average Average Recall (UNFILTERED) than the Base Program with Average Average Recall (UNFILTERED): 99.2547000000
-1.99700% faster Average Index Time than the Base Program with Average Index Time: 153.3786000000
-.03400% better Average Total Query Time (ALL) than the Base Program with Average Total Query Time (ALL): 31.7008400000
-.02300% better Average Average FGS Time (ALL) than the Base Program with Average Average FGS Time (ALL): .0503982400
-.61500% better Average Average FGS Time (FILTERED) than the Base Program with Average Average FGS Time (FILTERED): .0064235380
.01700% better Average Average FGS Time (UNFILTERED) than the Base Program with Average Average FGS Time (UNFILTERED): .0940234000
-1.65800% faster Average Runtime than the Base Program with Average Runtime: 185.1600000000

Program 5:
.00700% better Average Total Recall (ALL) than the Base Program with Average Total Recall (ALL): 99.5959600000
.00700% better Average Average Recall (ALL) than the Base Program with Average Average Recall (ALL): 99.6213400000
0% better Average Total Recall (FILTERED) than the Base Program with Average Total Recall (FILTERED): 99.9983400000
0% better Average Average Recall (FILTERED) than the Base Program with Average Average Recall (FILTERED): 99.9985600000
.01300% better Average Total Recall (UNFILTERED) than the Base Program with Average Total Recall (UNFILTERED): 99.2471400000
.01300% better Average Average Recall (UNFILTERED) than the Base Program with Average Average Recall (UNFILTERED): 99.2471400000
1.92800% faster Average Index Time than the Base Program with Average Index Time: 147.4756000000
-1.72300% better Average Total Query Time (ALL) than the Base Program with Average Total Query Time (ALL): 32.2360600000
-1.71300% better Average Average FGS Time (ALL) than the Base Program with Average Average FGS Time (ALL): .0512499800
-2.50200% better Average Average FGS Time (FILTERED) than the Base Program with Average Average FGS Time (FILTERED): .0065440100
-1.66000% better Average Average FGS Time (UNFILTERED) than the Base Program with Average Average FGS Time (UNFILTERED): .0956005600
1.29000% faster Average Runtime than the Base Program with Average Runtime: 179.7908000000

Program 6:
% better Average Total Recall (ALL) than the Base Program with Average Total Recall (ALL): 
% better Average Average Recall (ALL) than the Base Program with Average Average Recall (ALL): 
% better Average Total Recall (FILTERED) than the Base Program with Average Total Recall (FILTERED): 
% better Average Average Recall (FILTERED) than the Base Program with Average Average Recall (FILTERED): 
% better Average Total Recall (UNFILTERED) than the Base Program with Average Total Recall (UNFILTERED): 
% better Average Average Recall (UNFILTERED) than the Base Program with Average Average Recall (UNFILTERED): 
% faster Average Index Time than the Base Program with Average Index Time: 
% better Average Total Query Time (ALL) than the Base Program with Average Total Query Time (ALL): 
% better Average Average FGS Time (ALL) than the Base Program with Average Average FGS Time (ALL): 
% better Average Average FGS Time (FILTERED) than the Base Program with Average Average FGS Time (FILTERED): 
% better Average Average FGS Time (UNFILTERED) than the Base Program with Average Average FGS Time (UNFILTERED): 
% faster Average Runtime than the Base Program with Average Runtime: 

Program 7:
.00400% better Average Total Recall (ALL) than the Base Program with Average Total Recall (ALL): 99.5988400000
.00400% better Average Average Recall (ALL) than the Base Program with Average Average Recall (ALL): 99.6240600000
.00100% better Average Total Recall (FILTERED) than the Base Program with Average Total Recall (FILTERED): 99.9980800000
.00100% better Average Average Recall (FILTERED) than the Base Program with Average Average Recall (FILTERED): 99.9983200000
.00800% better Average Total Recall (UNFILTERED) than the Base Program with Average Total Recall (UNFILTERED): 99.2527800000
.00800% better Average Average Recall (UNFILTERED) than the Base Program with Average Average Recall (UNFILTERED): 99.2527800000
7.40300% faster Average Index Time than the Base Program with Average Index Time: 139.2434000000
.80300% better Average Total Query Time (ALL) than the Base Program with Average Total Query Time (ALL): 31.4357200000
.82900% better Average Average FGS Time (ALL) than the Base Program with Average Average FGS Time (ALL): .0499688600
-.66900% better Average Average FGS Time (FILTERED) than the Base Program with Average Average FGS Time (FILTERED): .0064270020
.93000% better Average Average FGS Time (UNFILTERED) than the Base Program with Average Average FGS Time (UNFILTERED): .0931645800
6.25200% faster Average Runtime than the Base Program with Average Runtime: 170.7526000000


Test 3 (filtered_main vs parallel_filtered_main (Mostly for Query time))
Run Results:

Programs are:
Base Program (Program 1): ./bin/filtered_main 100 110 96 1.2 55 ./datasets/smallscale/dummy-data.bin ./datasets/smallscale/dummy-queries.bin ./datasets/smallscale/gt_k=100.bin
Program 2: ./bin/parallel_filtered_main 100 110 96 1.2 55 ./datasets/smallscale/dummy-data.bin ./datasets/smallscale/dummy-queries.bin ./datasets/smallscale/gt_k=100.bin

Running Program 1/2: ./bin/filtered_main 100 110 96 1.2 55 ./datasets/smallscale/dummy-data.bin ./datasets/smallscale/dummy-queries.bin ./datasets/smallscale/gt_k=100.bin
Run 1:
Total Recall (ALL): 99.5706%
Average Recall (ALL): 99.5976%
Total Recall (Filtered): 99.9986%
Average Recall (Filtered): 99.9988%
Total Recall (Unfiltered): 99.1995%
Average Recall (Unfiltered): 99.1995%
Index Time: 133.827 seconds
Total Query Time (ALL): 120.098 seconds
Average FGS Time (ALL): 0.0238495 seconds
Average FGS Time (Filtered): 0.00326024 seconds
Average FGS Time (Unfiltered): 0.044275 seconds
Program Runtime: 254.003 seconds

Run 2:
Total Recall (ALL): 99.5563%
Average Recall (ALL): 99.5842%
Total Recall (Filtered): 99.9972%
Average Recall (Filtered): 99.9976%
Total Recall (Unfiltered): 99.1741%
Average Recall (Unfiltered): 99.1741%
Index Time: 122.841 seconds
Total Query Time (ALL): 123.742 seconds
Average FGS Time (ALL): 0.0245733 seconds
Average FGS Time (Filtered): 0.00335634 seconds
Average FGS Time (Unfiltered): 0.0456216 seconds
Program Runtime: 246.662 seconds

Run 3:
Total Recall (ALL): 99.5755%
Average Recall (ALL): 99.6022%
Total Recall (Filtered): 99.9959%
Average Recall (Filtered): 99.9964%
Total Recall (Unfiltered): 99.2111%
Average Recall (Unfiltered): 99.2111%
Index Time: 125.376 seconds
Total Query Time (ALL): 123.556 seconds
Average FGS Time (ALL): 0.0245379 seconds
Average FGS Time (Filtered): 0.00335303 seconds
Average FGS Time (Unfiltered): 0.0455544 seconds
Program Runtime: 249.008 seconds

Run 4:
Total Recall (ALL): 99.5687%
Average Recall (ALL): 99.5958%
Total Recall (Filtered): 99.9954%
Average Recall (Filtered): 99.996%
Total Recall (Unfiltered): 99.1987%
Average Recall (Unfiltered): 99.1987%
Index Time: 129.929 seconds
Total Query Time (ALL): 122.185 seconds
Average FGS Time (ALL): 0.0242666 seconds
Average FGS Time (Filtered): 0.00331309 seconds
Average FGS Time (Unfiltered): 0.0450536 seconds
Program Runtime: 252.187 seconds

Run 5:
Total Recall (ALL): 99.5489%
Average Recall (ALL): 99.5772%
Total Recall (Filtered): 99.9972%
Average Recall (Filtered): 99.9976%
Total Recall (Unfiltered): 99.1602%
Average Recall (Unfiltered): 99.1602%
Index Time: 121.24 seconds
Total Query Time (ALL): 132.169 seconds
Average FGS Time (ALL): 0.0262448 seconds
Average FGS Time (Filtered): 0.00354553 seconds
Average FGS Time (Unfiltered): 0.0487637 seconds
Program Runtime: 253.488 seconds

Average Results for Program 1:
Average Total Recall (ALL): 99.5640000000 seconds
Average Average Recall (ALL): 99.5914000000 seconds
Average Total Recall (FILTERED): 99.9968600000 seconds
Average Average Recall (FILTERED): 99.9972800000 seconds
Average Total Recall (UNFILTERED): 99.1887200000 seconds
Average Average Recall (UNFILTERED): 99.1887200000 seconds
Average Index Time: 126.6426000000 seconds
Average Total Query Time (ALL): 124.3500000000 seconds
Average Average FGS Time (ALL): .0246944200 seconds
Average Average FGS Time (FILTERED): .0033656460 seconds
Average Average FGS Time (UNFILTERED): .0458536600 seconds
Average Runtime: 251.0696000000 seconds

Running Program 2/2: ./bin/parallel_filtered_main 100 110 96 1.2 55 ./datasets/smallscale/dummy-data.bin ./datasets/smallscale/dummy-queries.bin ./datasets/smallscale/gt_k=100.bin
Run 1:
Total Recall (ALL): 99.558%
Average Recall (ALL): 99.5858%
Total Recall (Filtered): 99.9972%
Average Recall (Filtered): 99.9976%
Total Recall (Unfiltered): 99.1773%
Average Recall (Unfiltered): 99.1773%
Index Time: 122.95 seconds
Total Query Time (ALL): 32.7285 seconds
Average FGS Time (ALL): 0.0520345 seconds
Average FGS Time (Filtered): 0.00653701 seconds
Average FGS Time (Unfiltered): 0.0971703 seconds
Program Runtime: 155.757 seconds

Run 2:
Total Recall (ALL): 99.5757%
Average Recall (ALL): 99.6024%
Total Recall (Filtered): 99.9954%
Average Recall (Filtered): 99.996%
Total Recall (Unfiltered): 99.2118%
Average Recall (Unfiltered): 99.2118%
Index Time: 124.936 seconds
Total Query Time (ALL): 32.3036 seconds
Average FGS Time (ALL): 0.0513488 seconds
Average FGS Time (Filtered): 0.00646496 seconds
Average FGS Time (Unfiltered): 0.0958758 seconds
Program Runtime: 157.317 seconds

Run 3:
Total Recall (ALL): 99.5504%
Average Recall (ALL): 99.5786%
Total Recall (Filtered): 99.9959%
Average Recall (Filtered): 99.9964%
Total Recall (Unfiltered): 99.1641%
Average Recall (Unfiltered): 99.1641%
Index Time: 122.155 seconds
Total Query Time (ALL): 33.2345 seconds
Average FGS Time (ALL): 0.0528667 seconds
Average FGS Time (Filtered): 0.00687705 seconds
Average FGS Time (Unfiltered): 0.0984909 seconds
Program Runtime: 155.464 seconds

Run 4:
Total Recall (ALL): 99.5427%
Average Recall (ALL): 99.5714%
Total Recall (Filtered): 99.9954%
Average Recall (Filtered): 99.996%
Total Recall (Unfiltered): 99.1502%
Average Recall (Unfiltered): 99.1502%
Index Time: 129.974 seconds
Total Query Time (ALL): 32.8661 seconds
Average FGS Time (ALL): 0.0522571 seconds
Average FGS Time (Filtered): 0.0065627 seconds
Average FGS Time (Unfiltered): 0.0975882 seconds
Program Runtime: 162.92 seconds

Run 5:
Total Recall (ALL): 99.5727%
Average Recall (ALL): 99.5996%
Total Recall (Filtered): 99.9982%
Average Recall (Filtered): 99.9984%
Total Recall (Unfiltered): 99.2039%
Average Recall (Unfiltered): 99.2039%
Index Time: 123.317 seconds
Total Query Time (ALL): 32.8679 seconds
Average FGS Time (ALL): 0.0522781 seconds
Average FGS Time (Filtered): 0.00662668 seconds
Average FGS Time (Unfiltered): 0.0975667 seconds
Program Runtime: 156.261 seconds

Average Results for Program 2:
Average Total Recall (ALL): 99.5599000000 seconds
Average Average Recall (ALL): 99.5875600000 seconds
Average Total Recall (FILTERED): 99.9964200000 seconds
Average Average Recall (FILTERED): 99.9968800000 seconds
Average Total Recall (UNFILTERED): 99.1814600000 seconds
Average Average Recall (UNFILTERED): 99.1814600000 seconds
Average Index Time: 124.6664000000 seconds
Average Total Query Time (ALL): 32.8001200000 seconds
Average Average FGS Time (ALL): .0521570400 seconds
Average Average FGS Time (FILTERED): .0066136800 seconds
Average Average FGS Time (UNFILTERED): .0973383800 seconds
Average Runtime: 157.5438000000 seconds

Performance Comparison:
Base Program (Program 1):
Average Total Recall (ALL): 99.5640000000 %
Average Average Recall (ALL): 99.5914000000 %
Average Total Recall (FILTERED): 99.9968600000 %
Average Average Recall (FILTERED): 99.9972800000 %
Average Total Recall (UNFILTERED): 99.1887200000 %
Average Average Recall (UNFILTERED): 99.1887200000 %
Average Index Time: 126.6426000000 seconds
Average Total Query Time (ALL): 124.3500000000 seconds
Average Average FGS Time (ALL): .0246944200 seconds
Average Average FGS Time (FILTERED): .0033656460 seconds
Average Average FGS Time (UNFILTERED): .0458536600 seconds
Average Runtime: 251.0696000000 seconds

Program 2:
.00500% better Average Total Recall (ALL) than the Base Program with Average Total Recall (ALL): 99.5599000000
.00400% better Average Average Recall (ALL) than the Base Program with Average Average Recall (ALL): 99.5875600000
.00100% better Average Total Recall (FILTERED) than the Base Program with Average Total Recall (FILTERED): 99.9964200000
.00100% better Average Average Recall (FILTERED) than the Base Program with Average Average Recall (FILTERED): 99.9968800000
.00800% better Average Total Recall (UNFILTERED) than the Base Program with Average Total Recall (UNFILTERED): 99.1814600000
.00800% better Average Average Recall (UNFILTERED) than the Base Program with Average Average Recall (UNFILTERED): 99.1814600000
1.56100% faster Average Index Time than the Base Program with Average Index Time: 124.6664000000
73.62300% better Average Total Query Time (ALL) than the Base Program with Average Total Query Time (ALL): 32.8001200000
-111.20900% better Average Average FGS Time (ALL) than the Base Program with Average Average FGS Time (ALL): .0521570400
-96.50500% better Average Average FGS Time (FILTERED) than the Base Program with Average Average FGS Time (FILTERED): .0066136800
-112.28000% better Average Average FGS Time (UNFILTERED) than the Base Program with Average Average FGS Time (UNFILTERED): .0973383800
37.25100% faster Average Runtime than the Base Program with Average Runtime: 157.5438000000


Test 4 (stitched_main vs parallel_stitched_main (Mostly for Query time))
Run Results:

Programs are:
Base Program (Program 1): ./bin/stitched_main 100 110 96 1.2 98 ./datasets/smallscale/dummy-data.bin ./datasets/smallscale/dummy-queries.bin ./datasets/smallscale/gt_k=100.bin
Program 2: ./bin/parallel_stitched_main 100 110 96 1.2 98 ./datasets/smallscale/dummy-data.bin ./datasets/smallscale/dummy-queries.bin ./datasets/smallscale/gt_k=100.bin

Running Program 1/2: ./bin/stitched_main 100 110 96 1.2 98 ./datasets/smallscale/dummy-data.bin ./datasets/smallscale/dummy-queries.bin ./datasets/smallscale/gt_k=100.bin
Run 1:
Total Recall (ALL): 99.5968%
Average Recall (ALL): 99.6221%
Total Recall (Filtered): 99.9986%
Average Recall (Filtered): 99.9988%
Total Recall (Unfiltered): 99.2484%
Average Recall (Unfiltered): 99.2484%
Index Time: 148.138 seconds
Total Query Time (ALL): 122.053 seconds
Average FGS Time (ALL): 0.0242321 seconds
Average FGS Time (Filtered): 0.00332681 seconds
Average FGS Time (Unfiltered): 0.0449713 seconds
Program Runtime: 270.264 seconds

Run 2:
Total Recall (ALL): 99.6096%
Average Recall (ALL): 99.6341%
Total Recall (Filtered): 99.9982%
Average Recall (Filtered): 99.9984%
Total Recall (Unfiltered): 99.2727%
Average Recall (Unfiltered): 99.2727%
Index Time: 146.165 seconds
Total Query Time (ALL): 121.48 seconds
Average FGS Time (ALL): 0.0241041 seconds
Average FGS Time (Filtered): 0.0033314 seconds
Average FGS Time (Unfiltered): 0.0447118 seconds
Program Runtime: 267.72 seconds

Run 3:
Total Recall (ALL): 99.6%
Average Recall (ALL): 99.6251%
Total Recall (Filtered): 99.9986%
Average Recall (Filtered): 99.9988%
Total Recall (Unfiltered): 99.2544%
Average Recall (Unfiltered): 99.2544%
Index Time: 148.899 seconds
Total Query Time (ALL): 117.947 seconds
Average FGS Time (ALL): 0.0234087 seconds
Average FGS Time (Filtered): 0.00321826 seconds
Average FGS Time (Unfiltered): 0.0434387 seconds
Program Runtime: 266.917 seconds

Run 4:
Total Recall (ALL): 99.5993%
Average Recall (ALL): 99.6245%
Total Recall (Filtered): 99.9982%
Average Recall (Filtered): 99.9984%
Total Recall (Unfiltered): 99.2536%
Average Recall (Unfiltered): 99.2536%
Index Time: 147.811 seconds
Total Query Time (ALL): 118.806 seconds
Average FGS Time (ALL): 0.0235805 seconds
Average FGS Time (Filtered): 0.00325514 seconds
Average FGS Time (Unfiltered): 0.0437443 seconds
Program Runtime: 266.695 seconds

Run 5:
Total Recall (ALL): 99.5978%
Average Recall (ALL): 99.6231%
Total Recall (Filtered): 99.9986%
Average Recall (Filtered): 99.9988%
Total Recall (Unfiltered): 99.2504%
Average Recall (Unfiltered): 99.2504%
Index Time: 149.42 seconds
Total Query Time (ALL): 119.034 seconds
Average FGS Time (ALL): 0.0236251 seconds
Average FGS Time (Filtered): 0.00323576 seconds
Average FGS Time (Unfiltered): 0.0438524 seconds
Program Runtime: 268.53 seconds

Average Results for Program 1:
Average Total Recall (ALL): 99.6007000000 seconds
Average Average Recall (ALL): 99.6257800000 seconds
Average Total Recall (FILTERED): 99.9984400000 seconds
Average Average Recall (FILTERED): 99.9986400000 seconds
Average Total Recall (UNFILTERED): 99.2559000000 seconds
Average Average Recall (UNFILTERED): 99.2559000000 seconds
Average Index Time: 148.0866000000 seconds
Average Total Query Time (ALL): 119.8640000000 seconds
Average Average FGS Time (ALL): .0237901000 seconds
Average Average FGS Time (FILTERED): .0032734740 seconds
Average Average FGS Time (UNFILTERED): .0441437000 seconds
Average Runtime: 268.0252000000 seconds

Running Program 2/2: ./bin/parallel_stitched_main 100 110 96 1.2 98 ./datasets/smallscale/dummy-data.bin ./datasets/smallscale/dummy-queries.bin ./datasets/smallscale/gt_k=100.bin
Run 1:
Total Recall (ALL): 99.6136%
Average Recall (ALL): 99.6379%
Total Recall (Filtered): 99.9986%
Average Recall (Filtered): 99.9988%
Total Recall (Unfiltered): 99.2798%
Average Recall (Unfiltered): 99.2798%
Index Time: 146.405 seconds
Total Query Time (ALL): 31.4762 seconds
Average FGS Time (ALL): 0.0500802 seconds
Average FGS Time (Filtered): 0.00626464 seconds
Average FGS Time (Unfiltered): 0.0935476 seconds
Program Runtime: 177.963 seconds

Run 2:
Total Recall (ALL): 99.5959%
Average Recall (ALL): 99.6213%
Total Recall (Filtered): 99.9982%
Average Recall (Filtered): 99.9984%
Total Recall (Unfiltered): 99.2472%
Average Recall (Unfiltered): 99.2472%
Index Time: 148.416 seconds
Total Query Time (ALL): 31.9987 seconds
Average FGS Time (ALL): 0.0508736 seconds
Average FGS Time (Filtered): 0.00641155 seconds
Average FGS Time (Unfiltered): 0.0949822 seconds
Program Runtime: 180.489 seconds

Run 3:
Total Recall (ALL): 99.5995%
Average Recall (ALL): 99.6247%
Total Recall (Filtered): 99.9995%
Average Recall (Filtered): 99.9996%
Total Recall (Unfiltered): 99.2528%
Average Recall (Unfiltered): 99.2528%
Index Time: 147.813 seconds
Total Query Time (ALL): 32.0254 seconds
Average FGS Time (ALL): 0.0508977 seconds
Average FGS Time (Filtered): 0.00642821 seconds
Average FGS Time (Unfiltered): 0.0950137 seconds
Program Runtime: 179.917 seconds

Run 4:
Total Recall (ALL): 99.6115%
Average Recall (ALL): 99.6359%
Total Recall (Filtered): 99.9982%
Average Recall (Filtered): 99.9984%
Total Recall (Unfiltered): 99.2762%
Average Recall (Unfiltered): 99.2762%
Index Time: 151.02 seconds
Total Query Time (ALL): 31.9356 seconds
Average FGS Time (ALL): 0.0508037 seconds
Average FGS Time (Filtered): 0.00652234 seconds
Average FGS Time (Unfiltered): 0.0947331 seconds
Program Runtime: 183.032 seconds

Run 5:
Total Recall (ALL): 99.5981%
Average Recall (ALL): 99.6233%
Total Recall (Filtered): 99.9995%
Average Recall (Filtered): 99.9996%
Total Recall (Unfiltered): 99.25%
Average Recall (Unfiltered): 99.25%
Index Time: 146.886 seconds
Total Query Time (ALL): 31.0455 seconds
Average FGS Time (ALL): 0.0493574 seconds
Average FGS Time (Filtered): 0.00631013 seconds
Average FGS Time (Unfiltered): 0.0920625 seconds
Program Runtime: 178.001 seconds

Average Results for Program 2:
Average Total Recall (ALL): 99.6037200000 seconds
Average Average Recall (ALL): 99.6286200000 seconds
Average Total Recall (FILTERED): 99.9988000000 seconds
Average Average Recall (FILTERED): 99.9989600000 seconds
Average Total Recall (UNFILTERED): 99.2612000000 seconds
Average Average Recall (UNFILTERED): 99.2612000000 seconds
Average Index Time: 148.1080000000 seconds
Average Total Query Time (ALL): 31.6962800000 seconds
Average Average FGS Time (ALL): .0504025200 seconds
Average Average FGS Time (FILTERED): .0063873740 seconds
Average Average FGS Time (UNFILTERED): .0940678200 seconds
Average Runtime: 179.8804000000 seconds

Performance Comparison:
Base Program (Program 1):
Average Total Recall (ALL): 99.6007000000 %
Average Average Recall (ALL): 99.6257800000 %
Average Total Recall (FILTERED): 99.9984400000 %
Average Average Recall (FILTERED): 99.9986400000 %
Average Total Recall (UNFILTERED): 99.2559000000 %
Average Average Recall (UNFILTERED): 99.2559000000 %
Average Index Time: 148.0866000000 seconds
Average Total Query Time (ALL): 119.8640000000 seconds
Average Average FGS Time (ALL): .0237901000 seconds
Average Average FGS Time (FILTERED): .0032734740 seconds
Average Average FGS Time (UNFILTERED): .0441437000 seconds
Average Runtime: 268.0252000000 seconds

Program 2:
-.00300% better Average Total Recall (ALL) than the Base Program with Average Total Recall (ALL): 99.6037200000
-.00200% better Average Average Recall (ALL) than the Base Program with Average Average Recall (ALL): 99.6286200000
0% better Average Total Recall (FILTERED) than the Base Program with Average Total Recall (FILTERED): 99.9988000000
0% better Average Average Recall (FILTERED) than the Base Program with Average Average Recall (FILTERED): 99.9989600000
-.00500% better Average Total Recall (UNFILTERED) than the Base Program with Average Total Recall (UNFILTERED): 99.2612000000
-.00500% better Average Average Recall (UNFILTERED) than the Base Program with Average Average Recall (UNFILTERED): 99.2612000000
-.01400% faster Average Index Time than the Base Program with Average Index Time: 148.1080000000
73.55700% better Average Total Query Time (ALL) than the Base Program with Average Total Query Time (ALL): 31.6962800000
-111.86300% better Average Average FGS Time (ALL) than the Base Program with Average Average FGS Time (ALL): .0504025200
-95.12500% better Average Average FGS Time (FILTERED) than the Base Program with Average Average FGS Time (FILTERED): .0063873740
-113.09400% better Average Average FGS Time (UNFILTERED) than the Base Program with Average Average FGS Time (UNFILTERED): .0940678200
32.88700% faster Average Runtime than the Base Program with Average Runtime: 179.8804000000


Test 5 (parallel_filtered_main different L)
Run Results:

Programs are:
Base Program (Program 1): ./bin/parallel_filtered_main 100 50 96 1.2 55 ./datasets/smallscale/dummy-data.bin ./datasets/smallscale/dummy-queries.bin ./datasets/smallscale/gt_k=100.bin
Program 2: ./bin/parallel_filtered_main 100 70 96 1.2 55 ./datasets/smallscale/dummy-data.bin ./datasets/smallscale/dummy-queries.bin ./datasets/smallscale/gt_k=100.bin
Program 3: ./bin/parallel_filtered_main 100 90 96 1.2 55 ./datasets/smallscale/dummy-data.bin ./datasets/smallscale/dummy-queries.bin ./datasets/smallscale/gt_k=100.bin
Program 4: ./bin/parallel_filtered_main 100 110 96 1.2 55 ./datasets/smallscale/dummy-data.bin ./datasets/smallscale/dummy-queries.bin ./datasets/smallscale/gt_k=100.bin
Program 5: ./bin/parallel_filtered_main 100 130 96 1.2 55 ./datasets/smallscale/dummy-data.bin ./datasets/smallscale/dummy-queries.bin ./datasets/smallscale/gt_k=100.bin
Program 6: ./bin/parallel_filtered_main 100 150 96 1.2 55 ./datasets/smallscale/dummy-data.bin ./datasets/smallscale/dummy-queries.bin ./datasets/smallscale/gt_k=100.bin

Running Program 1/6: ./bin/parallel_filtered_main 100 50 96 1.2 55 ./datasets/smallscale/dummy-data.bin ./datasets/smallscale/dummy-queries.bin ./datasets/smallscale/gt_k=100.bin
Run 1:
Total Recall (ALL): %
Average Recall (ALL): %
Total Recall (Filtered): %
Average Recall (Filtered): %
Total Recall (Unfiltered): %
Average Recall (Unfiltered): %
Index Time:  seconds
Total Query Time (ALL):  seconds
Average FGS Time (ALL):  seconds
Average FGS Time (Filtered):  seconds
Average FGS Time (Unfiltered):  seconds
Program Runtime:  seconds

Run 2:
Total Recall (ALL): %
Average Recall (ALL): %
Total Recall (Filtered): %
Average Recall (Filtered): %
Total Recall (Unfiltered): %
Average Recall (Unfiltered): %
Index Time:  seconds
Total Query Time (ALL):  seconds
Average FGS Time (ALL):  seconds
Average FGS Time (Filtered):  seconds
Average FGS Time (Unfiltered):  seconds
Program Runtime:  seconds

Run 3:
Total Recall (ALL): %
Average Recall (ALL): %
Total Recall (Filtered): %
Average Recall (Filtered): %
Total Recall (Unfiltered): %
Average Recall (Unfiltered): %
Index Time:  seconds
Total Query Time (ALL):  seconds
Average FGS Time (ALL):  seconds
Average FGS Time (Filtered):  seconds
Average FGS Time (Unfiltered):  seconds
Program Runtime:  seconds

Run 4:
Total Recall (ALL): %
Average Recall (ALL): %
Total Recall (Filtered): %
Average Recall (Filtered): %
Total Recall (Unfiltered): %
Average Recall (Unfiltered): %
Index Time:  seconds
Total Query Time (ALL):  seconds
Average FGS Time (ALL):  seconds
Average FGS Time (Filtered):  seconds
Average FGS Time (Unfiltered):  seconds
Program Runtime:  seconds

Run 5:
Total Recall (ALL): %
Average Recall (ALL): %
Total Recall (Filtered): %
Average Recall (Filtered): %
Total Recall (Unfiltered): %
Average Recall (Unfiltered): %
Index Time:  seconds
Total Query Time (ALL):  seconds
Average FGS Time (ALL):  seconds
Average FGS Time (Filtered):  seconds
Average FGS Time (Unfiltered):  seconds
Program Runtime:  seconds

Average Results for Program 1:
Average Total Recall (ALL):  seconds
Average Average Recall (ALL):  seconds
Average Total Recall (FILTERED):  seconds
Average Average Recall (FILTERED):  seconds
Average Total Recall (UNFILTERED):  seconds
Average Average Recall (UNFILTERED):  seconds
Average Index Time:  seconds
Average Total Query Time (ALL):  seconds
Average Average FGS Time (ALL):  seconds
Average Average FGS Time (FILTERED):  seconds
Average Average FGS Time (UNFILTERED):  seconds
Average Runtime:  seconds

Running Program 2/6: ./bin/parallel_filtered_main 100 70 96 1.2 55 ./datasets/smallscale/dummy-data.bin ./datasets/smallscale/dummy-queries.bin ./datasets/smallscale/gt_k=100.bin
Run 1:
Total Recall (ALL): %
Average Recall (ALL): %
Total Recall (Filtered): %
Average Recall (Filtered): %
Total Recall (Unfiltered): %
Average Recall (Unfiltered): %
Index Time:  seconds
Total Query Time (ALL):  seconds
Average FGS Time (ALL):  seconds
Average FGS Time (Filtered):  seconds
Average FGS Time (Unfiltered):  seconds
Program Runtime:  seconds

Run 2:
Total Recall (ALL): %
Average Recall (ALL): %
Total Recall (Filtered): %
Average Recall (Filtered): %
Total Recall (Unfiltered): %
Average Recall (Unfiltered): %
Index Time:  seconds
Total Query Time (ALL):  seconds
Average FGS Time (ALL):  seconds
Average FGS Time (Filtered):  seconds
Average FGS Time (Unfiltered):  seconds
Program Runtime:  seconds

Run 3:
Total Recall (ALL): %
Average Recall (ALL): %
Total Recall (Filtered): %
Average Recall (Filtered): %
Total Recall (Unfiltered): %
Average Recall (Unfiltered): %
Index Time:  seconds
Total Query Time (ALL):  seconds
Average FGS Time (ALL):  seconds
Average FGS Time (Filtered):  seconds
Average FGS Time (Unfiltered):  seconds
Program Runtime:  seconds

Run 4:
Total Recall (ALL): %
Average Recall (ALL): %
Total Recall (Filtered): %
Average Recall (Filtered): %
Total Recall (Unfiltered): %
Average Recall (Unfiltered): %
Index Time:  seconds
Total Query Time (ALL):  seconds
Average FGS Time (ALL):  seconds
Average FGS Time (Filtered):  seconds
Average FGS Time (Unfiltered):  seconds
Program Runtime:  seconds

Run 5:
Total Recall (ALL): %
Average Recall (ALL): %
Total Recall (Filtered): %
Average Recall (Filtered): %
Total Recall (Unfiltered): %
Average Recall (Unfiltered): %
Index Time:  seconds
Total Query Time (ALL):  seconds
Average FGS Time (ALL):  seconds
Average FGS Time (Filtered):  seconds
Average FGS Time (Unfiltered):  seconds
Program Runtime:  seconds

Average Results for Program 2:
Average Total Recall (ALL):  seconds
Average Average Recall (ALL):  seconds
Average Total Recall (FILTERED):  seconds
Average Average Recall (FILTERED):  seconds
Average Total Recall (UNFILTERED):  seconds
Average Average Recall (UNFILTERED):  seconds
Average Index Time:  seconds
Average Total Query Time (ALL):  seconds
Average Average FGS Time (ALL):  seconds
Average Average FGS Time (FILTERED):  seconds
Average Average FGS Time (UNFILTERED):  seconds
Average Runtime:  seconds

Running Program 3/6: ./bin/parallel_filtered_main 100 90 96 1.2 55 ./datasets/smallscale/dummy-data.bin ./datasets/smallscale/dummy-queries.bin ./datasets/smallscale/gt_k=100.bin
Run 1:
Total Recall (ALL): %
Average Recall (ALL): %
Total Recall (Filtered): %
Average Recall (Filtered): %
Total Recall (Unfiltered): %
Average Recall (Unfiltered): %
Index Time:  seconds
Total Query Time (ALL):  seconds
Average FGS Time (ALL):  seconds
Average FGS Time (Filtered):  seconds
Average FGS Time (Unfiltered):  seconds
Program Runtime:  seconds

Run 2:
Total Recall (ALL): %
Average Recall (ALL): %
Total Recall (Filtered): %
Average Recall (Filtered): %
Total Recall (Unfiltered): %
Average Recall (Unfiltered): %
Index Time:  seconds
Total Query Time (ALL):  seconds
Average FGS Time (ALL):  seconds
Average FGS Time (Filtered):  seconds
Average FGS Time (Unfiltered):  seconds
Program Runtime:  seconds

Run 3:
Total Recall (ALL): %
Average Recall (ALL): %
Total Recall (Filtered): %
Average Recall (Filtered): %
Total Recall (Unfiltered): %
Average Recall (Unfiltered): %
Index Time:  seconds
Total Query Time (ALL):  seconds
Average FGS Time (ALL):  seconds
Average FGS Time (Filtered):  seconds
Average FGS Time (Unfiltered):  seconds
Program Runtime:  seconds

Run 4:
Total Recall (ALL): %
Average Recall (ALL): %
Total Recall (Filtered): %
Average Recall (Filtered): %
Total Recall (Unfiltered): %
Average Recall (Unfiltered): %
Index Time:  seconds
Total Query Time (ALL):  seconds
Average FGS Time (ALL):  seconds
Average FGS Time (Filtered):  seconds
Average FGS Time (Unfiltered):  seconds
Program Runtime:  seconds

Run 5:
Total Recall (ALL): %
Average Recall (ALL): %
Total Recall (Filtered): %
Average Recall (Filtered): %
Total Recall (Unfiltered): %
Average Recall (Unfiltered): %
Index Time:  seconds
Total Query Time (ALL):  seconds
Average FGS Time (ALL):  seconds
Average FGS Time (Filtered):  seconds
Average FGS Time (Unfiltered):  seconds
Program Runtime:  seconds

Average Results for Program 3:
Average Total Recall (ALL):  seconds
Average Average Recall (ALL):  seconds
Average Total Recall (FILTERED):  seconds
Average Average Recall (FILTERED):  seconds
Average Total Recall (UNFILTERED):  seconds
Average Average Recall (UNFILTERED):  seconds
Average Index Time:  seconds
Average Total Query Time (ALL):  seconds
Average Average FGS Time (ALL):  seconds
Average Average FGS Time (FILTERED):  seconds
Average Average FGS Time (UNFILTERED):  seconds
Average Runtime:  seconds

Running Program 4/6: ./bin/parallel_filtered_main 100 110 96 1.2 55 ./datasets/smallscale/dummy-data.bin ./datasets/smallscale/dummy-queries.bin ./datasets/smallscale/gt_k=100.bin
Run 1:
Total Recall (ALL): 99.5612%
Average Recall (ALL): 99.5888%
Total Recall (Filtered): 99.9972%
Average Recall (Filtered): 99.9976%
Total Recall (Unfiltered): 99.1832%
Average Recall (Unfiltered): 99.1832%
Index Time: 128.986 seconds
Total Query Time (ALL): 33.0707 seconds
Average FGS Time (ALL): 0.052592 seconds
Average FGS Time (Filtered): 0.00666379 seconds
Average FGS Time (Unfiltered): 0.0981551 seconds
Program Runtime: 162.139 seconds

Run 2:
Total Recall (ALL): 99.5563%
Average Recall (ALL): 99.5842%
Total Recall (Filtered): 99.9972%
Average Recall (Filtered): 99.9976%
Total Recall (Unfiltered): 99.1741%
Average Recall (Unfiltered): 99.1741%
Index Time: 124.999 seconds
Total Query Time (ALL): 32.9732 seconds
Average FGS Time (ALL): 0.052454 seconds
Average FGS Time (Filtered): 0.00662624 seconds
Average FGS Time (Unfiltered): 0.0979175 seconds
Program Runtime: 158.048 seconds

Run 3:
Total Recall (ALL): 99.5793%
Average Recall (ALL): 99.6057%
Total Recall (Filtered): 99.9963%
Average Recall (Filtered): 99.9968%
Total Recall (Unfiltered): 99.2178%
Average Recall (Unfiltered): 99.2178%
Index Time: 129.101 seconds
Total Query Time (ALL): 32.8273 seconds
Average FGS Time (ALL): 0.0522113 seconds
Average FGS Time (Filtered): 0.00669519 seconds
Average FGS Time (Unfiltered): 0.0973656 seconds
Program Runtime: 162.005 seconds

Run 4:
Total Recall (ALL): 99.5834%
Average Recall (ALL): 99.6095%
Total Recall (Filtered): 99.9977%
Average Recall (Filtered): 99.998%
Total Recall (Unfiltered): 99.2242%
Average Recall (Unfiltered): 99.2242%
Index Time: 127.892 seconds
Total Query Time (ALL): 33.0137 seconds
Average FGS Time (ALL): 0.0525234 seconds
Average FGS Time (Filtered): 0.00676361 seconds
Average FGS Time (Unfiltered): 0.0979195 seconds
Program Runtime: 160.981 seconds

Run 5:
Total Recall (ALL): 99.5855%
Average Recall (ALL): 99.6115%
Total Recall (Filtered): 99.9977%
Average Recall (Filtered): 99.998%
Total Recall (Unfiltered): 99.2281%
Average Recall (Unfiltered): 99.2281%
Index Time: 126.384 seconds
Total Query Time (ALL): 33.6727 seconds
Average FGS Time (ALL): 0.0535368 seconds
Average FGS Time (Filtered): 0.00669071 seconds
Average FGS Time (Unfiltered): 0.100011 seconds
Program Runtime: 160.135 seconds

Average Results for Program 4:
Average Total Recall (ALL): 99.5731400000 seconds
Average Average Recall (ALL): 99.5999400000 seconds
Average Total Recall (FILTERED): 99.9972200000 seconds
Average Average Recall (FILTERED): 99.9976000000 seconds
Average Total Recall (UNFILTERED): 99.2054800000 seconds
Average Average Recall (UNFILTERED): 99.2054800000 seconds
Average Index Time: 127.4724000000 seconds
Average Total Query Time (ALL): 33.1115200000 seconds
Average Average FGS Time (ALL): .0526635000 seconds
Average Average FGS Time (FILTERED): .0066879080 seconds
Average Average FGS Time (UNFILTERED): .0982737400 seconds
Average Runtime: 160.6616000000 seconds

Running Program 5/6: ./bin/parallel_filtered_main 100 130 96 1.2 55 ./datasets/smallscale/dummy-data.bin ./datasets/smallscale/dummy-queries.bin ./datasets/smallscale/gt_k=100.bin
Run 1:
Total Recall (ALL): 99.7335%
Average Recall (ALL): 99.7502%
Total Recall (Filtered): 99.9982%
Average Recall (Filtered): 99.9984%
Total Recall (Unfiltered): 99.504%
Average Recall (Unfiltered): 99.504%
Index Time: 164.719 seconds
Total Query Time (ALL): 40.0181 seconds
Average FGS Time (ALL): 0.0636732 seconds
Average FGS Time (Filtered): 0.00820218 seconds
Average FGS Time (Unfiltered): 0.118703 seconds
Program Runtime: 204.822 seconds

Run 2:
Total Recall (ALL): 99.7283%
Average Recall (ALL): 99.7454%
Total Recall (Filtered): 99.9991%
Average Recall (Filtered): 99.9992%
Total Recall (Unfiltered): 99.4936%
Average Recall (Unfiltered): 99.4936%
Index Time: 171.195 seconds
Total Query Time (ALL): 39.7611 seconds
Average FGS Time (ALL): 0.0632577 seconds
Average FGS Time (Filtered): 0.00832715 seconds
Average FGS Time (Unfiltered): 0.117752 seconds
Program Runtime: 211.038 seconds

Run 3:
Total Recall (ALL): 99.7252%
Average Recall (ALL): 99.7424%
Total Recall (Filtered): 99.9995%
Average Recall (Filtered): 99.9996%
Total Recall (Unfiltered): 99.4873%
Average Recall (Unfiltered): 99.4873%
Index Time: 167.529 seconds
Total Query Time (ALL): 40.5969 seconds
Average FGS Time (ALL): 0.0646097 seconds
Average FGS Time (Filtered): 0.00861 seconds
Average FGS Time (Unfiltered): 0.120164 seconds
Program Runtime: 208.206 seconds

Run 4:
Total Recall (ALL): 99.7383%
Average Recall (ALL): 99.7548%
Total Recall (Filtered): 99.9995%
Average Recall (Filtered): 99.9996%
Total Recall (Unfiltered): 99.5119%
Average Recall (Unfiltered): 99.5119%
Index Time: 175.646 seconds
Total Query Time (ALL): 39.75 seconds
Average FGS Time (ALL): 0.0632228 seconds
Average FGS Time (Filtered): 0.00823016 seconds
Average FGS Time (Unfiltered): 0.117778 seconds
Program Runtime: 215.478 seconds

Run 5:
Total Recall (ALL): 99.7332%
Average Recall (ALL): 99.75%
Total Recall (Filtered): 99.9986%
Average Recall (Filtered): 99.9988%
Total Recall (Unfiltered): 99.5032%
Average Recall (Unfiltered): 99.5032%
Index Time: 170.24 seconds
Total Query Time (ALL): 39.1439 seconds
Average FGS Time (ALL): 0.0622826 seconds
Average FGS Time (Filtered): 0.00821717 seconds
Average FGS Time (Unfiltered): 0.115918 seconds
Program Runtime: 209.463 seconds

Average Results for Program 5:
Average Total Recall (ALL): 99.7317000000 seconds
Average Average Recall (ALL): 99.7485600000 seconds
Average Total Recall (FILTERED): 99.9989800000 seconds
Average Average Recall (FILTERED): 99.9991200000 seconds
Average Total Recall (UNFILTERED): 99.5000000000 seconds
Average Average Recall (UNFILTERED): 99.5000000000 seconds
Average Index Time: 169.8658000000 seconds
Average Total Query Time (ALL): 39.8540000000 seconds
Average Average FGS Time (ALL): .0634092000 seconds
Average Average FGS Time (FILTERED): .0083173320 seconds
Average Average FGS Time (UNFILTERED): .1180630000 seconds
Average Runtime: 209.8014000000 seconds

Running Program 6/6: ./bin/parallel_filtered_main 100 150 96 1.2 55 ./datasets/smallscale/dummy-data.bin ./datasets/smallscale/dummy-queries.bin ./datasets/smallscale/gt_k=100.bin
Run 1:
Total Recall (ALL): 99.819%
Average Recall (ALL): 99.8304%
Total Recall (Filtered): 99.9991%
Average Recall (Filtered): 99.9992%
Total Recall (Unfiltered): 99.663%
Average Recall (Unfiltered): 99.663%
Index Time: 218.437 seconds
Total Query Time (ALL): 48.4853 seconds
Average FGS Time (ALL): 0.0771484 seconds
Average FGS Time (Filtered): 0.0106895 seconds
Average FGS Time (Unfiltered): 0.143079 seconds
Program Runtime: 267.004 seconds

Run 2:
Total Recall (ALL): 99.8201%
Average Recall (ALL): 99.8314%
Total Recall (Filtered): 99.9986%
Average Recall (Filtered): 99.9988%
Total Recall (Unfiltered): 99.6653%
Average Recall (Unfiltered): 99.6653%
Index Time: 215.877 seconds
Total Query Time (ALL): 47.6238 seconds
Average FGS Time (ALL): 0.0757891 seconds
Average FGS Time (Filtered): 0.0104172 seconds
Average FGS Time (Unfiltered): 0.140641 seconds
Program Runtime: 263.585 seconds

Run 3:
Total Recall (ALL): 99.819%
Average Recall (ALL): 99.8304%
Total Recall (Filtered): 99.9991%
Average Recall (Filtered): 99.9992%
Total Recall (Unfiltered): 99.663%
Average Recall (Unfiltered): 99.663%
Index Time: 216.08 seconds
Total Query Time (ALL): 46.8457 seconds
Average FGS Time (ALL): 0.0745521 seconds
Average FGS Time (Filtered): 0.0105098 seconds
Average FGS Time (Unfiltered): 0.138085 seconds
Program Runtime: 263.009 seconds

Run 4:
Total Recall (ALL): 99.8267%
Average Recall (ALL): 99.8376%
Total Recall (Filtered): 99.9995%
Average Recall (Filtered): 99.9996%
Total Recall (Unfiltered): 99.6769%
Average Recall (Unfiltered): 99.6769%
Index Time: 218.096 seconds
Total Query Time (ALL): 47.3982 seconds
Average FGS Time (ALL): 0.0754378 seconds
Average FGS Time (Filtered): 0.0103623 seconds
Average FGS Time (Unfiltered): 0.139996 seconds
Program Runtime: 265.583 seconds

Run 5:
Total Recall (ALL): 99.8239%
Average Recall (ALL): 99.835%
Total Recall (Filtered): 99.9982%
Average Recall (Filtered): 99.9984%
Total Recall (Unfiltered): 99.6729%
Average Recall (Unfiltered): 99.6729%
Index Time: 216.904 seconds
Total Query Time (ALL): 46.4329 seconds
Average FGS Time (ALL): 0.0738688 seconds
Average FGS Time (Filtered): 0.00999795 seconds
Average FGS Time (Unfiltered): 0.137232 seconds
Program Runtime: 263.416 seconds

Average Results for Program 6:
Average Total Recall (ALL): 99.8217400000 seconds
Average Average Recall (ALL): 99.8329600000 seconds
Average Total Recall (FILTERED): 99.9989000000 seconds
Average Average Recall (FILTERED): 99.9990400000 seconds
Average Total Recall (UNFILTERED): 99.6682200000 seconds
Average Average Recall (UNFILTERED): 99.6682200000 seconds
Average Index Time: 217.0788000000 seconds
Average Total Query Time (ALL): 47.3571800000 seconds
Average Average FGS Time (ALL): .0753592400 seconds
Average Average FGS Time (FILTERED): .0103953500 seconds
Average Average FGS Time (UNFILTERED): .1398066000 seconds
Average Runtime: 264.5194000000 seconds

Performance Comparison:
Base Program (Program 1):
Average Total Recall (ALL):  %
Average Average Recall (ALL):  %
Average Total Recall (FILTERED):  %
Average Average Recall (FILTERED):  %
Average Total Recall (UNFILTERED):  %
Average Average Recall (UNFILTERED):  %
Average Index Time:  seconds
Average Total Query Time (ALL):  seconds
Average Average FGS Time (ALL):  seconds
Average Average FGS Time (FILTERED):  seconds
Average Average FGS Time (UNFILTERED):  seconds
Average Runtime:  seconds

Program 2:
% better Average Total Recall (ALL) than the Base Program with Average Total Recall (ALL): 
% better Average Average Recall (ALL) than the Base Program with Average Average Recall (ALL): 
% better Average Total Recall (FILTERED) than the Base Program with Average Total Recall (FILTERED): 
% better Average Average Recall (FILTERED) than the Base Program with Average Average Recall (FILTERED): 
% better Average Total Recall (UNFILTERED) than the Base Program with Average Total Recall (UNFILTERED): 
% better Average Average Recall (UNFILTERED) than the Base Program with Average Average Recall (UNFILTERED): 
% faster Average Index Time than the Base Program with Average Index Time: 
% better Average Total Query Time (ALL) than the Base Program with Average Total Query Time (ALL): 
% better Average Average FGS Time (ALL) than the Base Program with Average Average FGS Time (ALL): 
% better Average Average FGS Time (FILTERED) than the Base Program with Average Average FGS Time (FILTERED): 
% better Average Average FGS Time (UNFILTERED) than the Base Program with Average Average FGS Time (UNFILTERED): 
% faster Average Runtime than the Base Program with Average Runtime: 

Program 3:
% better Average Total Recall (ALL) than the Base Program with Average Total Recall (ALL): 
% better Average Average Recall (ALL) than the Base Program with Average Average Recall (ALL): 
% better Average Total Recall (FILTERED) than the Base Program with Average Total Recall (FILTERED): 
% better Average Average Recall (FILTERED) than the Base Program with Average Average Recall (FILTERED): 
% better Average Total Recall (UNFILTERED) than the Base Program with Average Total Recall (UNFILTERED): 
% better Average Average Recall (UNFILTERED) than the Base Program with Average Average Recall (UNFILTERED): 
% faster Average Index Time than the Base Program with Average Index Time: 
% better Average Total Query Time (ALL) than the Base Program with Average Total Query Time (ALL): 
% better Average Average FGS Time (ALL) than the Base Program with Average Average FGS Time (ALL): 
% better Average Average FGS Time (FILTERED) than the Base Program with Average Average FGS Time (FILTERED): 
% better Average Average FGS Time (UNFILTERED) than the Base Program with Average Average FGS Time (UNFILTERED): 
% faster Average Runtime than the Base Program with Average Runtime: 

Program 4:
% better Average Total Recall (ALL) than the Base Program with Average Total Recall (ALL): 99.5731400000
% better Average Average Recall (ALL) than the Base Program with Average Average Recall (ALL): 99.5999400000
% better Average Total Recall (FILTERED) than the Base Program with Average Total Recall (FILTERED): 99.9972200000
% better Average Average Recall (FILTERED) than the Base Program with Average Average Recall (FILTERED): 99.9976000000
% better Average Total Recall (UNFILTERED) than the Base Program with Average Total Recall (UNFILTERED): 99.2054800000
% better Average Average Recall (UNFILTERED) than the Base Program with Average Average Recall (UNFILTERED): 99.2054800000
% faster Average Index Time than the Base Program with Average Index Time: 127.4724000000
% better Average Total Query Time (ALL) than the Base Program with Average Total Query Time (ALL): 33.1115200000
% better Average Average FGS Time (ALL) than the Base Program with Average Average FGS Time (ALL): .0526635000
% better Average Average FGS Time (FILTERED) than the Base Program with Average Average FGS Time (FILTERED): .0066879080
% better Average Average FGS Time (UNFILTERED) than the Base Program with Average Average FGS Time (UNFILTERED): .0982737400
% faster Average Runtime than the Base Program with Average Runtime: 160.6616000000

Program 5:
% better Average Total Recall (ALL) than the Base Program with Average Total Recall (ALL): 99.7317000000
% better Average Average Recall (ALL) than the Base Program with Average Average Recall (ALL): 99.7485600000
% better Average Total Recall (FILTERED) than the Base Program with Average Total Recall (FILTERED): 99.9989800000
% better Average Average Recall (FILTERED) than the Base Program with Average Average Recall (FILTERED): 99.9991200000
% better Average Total Recall (UNFILTERED) than the Base Program with Average Total Recall (UNFILTERED): 99.5000000000
% better Average Average Recall (UNFILTERED) than the Base Program with Average Average Recall (UNFILTERED): 99.5000000000
% faster Average Index Time than the Base Program with Average Index Time: 169.8658000000
% better Average Total Query Time (ALL) than the Base Program with Average Total Query Time (ALL): 39.8540000000
% better Average Average FGS Time (ALL) than the Base Program with Average Average FGS Time (ALL): .0634092000
% better Average Average FGS Time (FILTERED) than the Base Program with Average Average FGS Time (FILTERED): .0083173320
% better Average Average FGS Time (UNFILTERED) than the Base Program with Average Average FGS Time (UNFILTERED): .1180630000
% faster Average Runtime than the Base Program with Average Runtime: 209.8014000000

Program 6:
% better Average Total Recall (ALL) than the Base Program with Average Total Recall (ALL): 99.8217400000
% better Average Average Recall (ALL) than the Base Program with Average Average Recall (ALL): 99.8329600000
% better Average Total Recall (FILTERED) than the Base Program with Average Total Recall (FILTERED): 99.9989000000
% better Average Average Recall (FILTERED) than the Base Program with Average Average Recall (FILTERED): 99.9990400000
% better Average Total Recall (UNFILTERED) than the Base Program with Average Total Recall (UNFILTERED): 99.6682200000
% better Average Average Recall (UNFILTERED) than the Base Program with Average Average Recall (UNFILTERED): 99.6682200000
% faster Average Index Time than the Base Program with Average Index Time: 217.0788000000
% better Average Total Query Time (ALL) than the Base Program with Average Total Query Time (ALL): 47.3571800000
% better Average Average FGS Time (ALL) than the Base Program with Average Average FGS Time (ALL): .0753592400
% better Average Average FGS Time (FILTERED) than the Base Program with Average Average FGS Time (FILTERED): .0103953500
% better Average Average FGS Time (UNFILTERED) than the Base Program with Average Average FGS Time (UNFILTERED): .1398066000
% faster Average Runtime than the Base Program with Average Runtime: 264.5194000000


Test 6 (parallel_filtered_main different k)
Run Results:

Programs are:
Base Program (Program 1): ./bin/parallel_filtered_main 20 110 96 1.2 55 ./datasets/smallscale/dummy-data.bin ./datasets/smallscale/dummy-queries.bin ./datasets/smallscale/gt_k=20.bin
Program 2: ./bin/parallel_filtered_main 40 110 96 1.2 55 ./datasets/smallscale/dummy-data.bin ./datasets/smallscale/dummy-queries.bin ./datasets/smallscale/gt_k=40.bin
Program 3: ./bin/parallel_filtered_main 60 110 96 1.2 55 ./datasets/smallscale/dummy-data.bin ./datasets/smallscale/dummy-queries.bin ./datasets/smallscale/gt_k=60.bin
Program 4: ./bin/parallel_filtered_main 80 110 96 1.2 55 ./datasets/smallscale/dummy-data.bin ./datasets/smallscale/dummy-queries.bin ./datasets/smallscale/gt_k=80.bin
Program 5: ./bin/parallel_filtered_main 100 110 96 1.2 55 ./datasets/smallscale/dummy-data.bin ./datasets/smallscale/dummy-queries.bin ./datasets/smallscale/gt_k=100.bin

Running Program 1/5: ./bin/parallel_filtered_main 20 110 96 1.2 55 ./datasets/smallscale/dummy-data.bin ./datasets/smallscale/dummy-queries.bin ./datasets/smallscale/gt_k=20.bin
Run 1:
Total Recall (ALL): 99.9559%
Average Recall (ALL): 99.9571%
Total Recall (Filtered): 100%
Average Recall (Filtered): 100%
Total Recall (Unfiltered): 99.9145%
Average Recall (Unfiltered): 99.9145%
Index Time: 133.634 seconds
Total Query Time (ALL): 33.4304 seconds
Average FGS Time (ALL): 0.0531585 seconds
Average FGS Time (Filtered): 0.00659042 seconds
Average FGS Time (Unfiltered): 0.0993564 seconds
Program Runtime: 167.14 seconds

Run 2:
Total Recall (ALL): 99.9507%
Average Recall (ALL): 99.9521%
Total Recall (Filtered): 100%
Average Recall (Filtered): 100%
Total Recall (Unfiltered): 99.9046%
Average Recall (Unfiltered): 99.9046%
Index Time: 123.791 seconds
Total Query Time (ALL): 33.5039 seconds
Average FGS Time (ALL): 0.0533107 seconds
Average FGS Time (Filtered): 0.00671867 seconds
Average FGS Time (Unfiltered): 0.0995323 seconds
Program Runtime: 157.366 seconds

Run 3:
Total Recall (ALL): 99.9569%
Average Recall (ALL): 99.9581%
Total Recall (Filtered): 100%
Average Recall (Filtered): 100%
Total Recall (Unfiltered): 99.9165%
Average Recall (Unfiltered): 99.9165%
Index Time: 127.94 seconds
Total Query Time (ALL): 33.2212 seconds
Average FGS Time (ALL): 0.0528294 seconds
Average FGS Time (Filtered): 0.00657941 seconds
Average FGS Time (Unfiltered): 0.0987117 seconds
Program Runtime: 161.235 seconds

Run 4:
Total Recall (ALL): 99.9548%
Average Recall (ALL): 99.9561%
Total Recall (Filtered): 100%
Average Recall (Filtered): 100%
Total Recall (Unfiltered): 99.9126%
Average Recall (Unfiltered): 99.9126%
Index Time: 123.942 seconds
Total Query Time (ALL): 32.795 seconds
Average FGS Time (ALL): 0.0521525 seconds
Average FGS Time (Filtered): 0.0066959 seconds
Average FGS Time (Unfiltered): 0.0972478 seconds
Program Runtime: 156.806 seconds

Run 5:
Total Recall (ALL): 99.9702%
Average Recall (ALL): 99.9711%
Total Recall (Filtered): 100%
Average Recall (Filtered): 100%
Total Recall (Unfiltered): 99.9424%
Average Recall (Unfiltered): 99.9424%
Index Time: 126.36 seconds
Total Query Time (ALL): 33.392 seconds
Average FGS Time (ALL): 0.0531095 seconds
Average FGS Time (Filtered): 0.00679332 seconds
Average FGS Time (Unfiltered): 0.0990576 seconds
Program Runtime: 159.838 seconds

Average Results for Program 1:
Average Total Recall (ALL): 99.9577000000 seconds
Average Average Recall (ALL): 99.9589000000 seconds
Average Total Recall (FILTERED): 100.0000000000 seconds
Average Average Recall (FILTERED): 100.0000000000 seconds
Average Total Recall (UNFILTERED): 99.9181200000 seconds
Average Average Recall (UNFILTERED): 99.9181200000 seconds
Average Index Time: 127.1334000000 seconds
Average Total Query Time (ALL): 33.2685000000 seconds
Average Average FGS Time (ALL): .0529121200 seconds
Average Average FGS Time (FILTERED): .0066755440 seconds
Average Average FGS Time (UNFILTERED): .0987811600 seconds
Average Runtime: 160.4770000000 seconds

Running Program 2/5: ./bin/parallel_filtered_main 40 110 96 1.2 55 ./datasets/smallscale/dummy-data.bin ./datasets/smallscale/dummy-queries.bin ./datasets/smallscale/gt_k=40.bin
Run 1:
Total Recall (ALL): 99.8829%
Average Recall (ALL): 99.8883%
Total Recall (Filtered): 100%
Average Recall (Filtered): 100%
Total Recall (Unfiltered): 99.7774%
Average Recall (Unfiltered): 99.7774%
Index Time: 129.335 seconds
Total Query Time (ALL): 36.3582 seconds
Average FGS Time (ALL): 0.0578366 seconds
Average FGS Time (Filtered): 0.00727201 seconds
Average FGS Time (Unfiltered): 0.107999 seconds
Program Runtime: 165.772 seconds

Run 2:
Total Recall (ALL): 99.8678%
Average Recall (ALL): 99.8738%
Total Recall (Filtered): 100%
Average Recall (Filtered): 100%
Total Recall (Unfiltered): 99.7486%
Average Recall (Unfiltered): 99.7486%
Index Time: 156.345 seconds
Total Query Time (ALL): 49.4357 seconds
Average FGS Time (ALL): 0.0786008 seconds
Average FGS Time (Filtered): 0.0101736 seconds
Average FGS Time (Unfiltered): 0.146484 seconds
Program Runtime: 205.876 seconds

Run 3:
Total Recall (ALL): 99.8866%
Average Recall (ALL): 99.8918%
Total Recall (Filtered): 100%
Average Recall (Filtered): 100%
Total Recall (Unfiltered): 99.7844%
Average Recall (Unfiltered): 99.7844%
Index Time: 140.988 seconds
Total Query Time (ALL): 33.2011 seconds
Average FGS Time (ALL): 0.0528086 seconds
Average FGS Time (Filtered): 0.00672667 seconds
Average FGS Time (Unfiltered): 0.0985243 seconds
Program Runtime: 174.267 seconds

Run 4:
Total Recall (ALL): 99.8793%
Average Recall (ALL): 99.8848%
Total Recall (Filtered): 100%
Average Recall (Filtered): 100%
Total Recall (Unfiltered): 99.7705%
Average Recall (Unfiltered): 99.7705%
Index Time: 136.523 seconds
Total Query Time (ALL): 33.8959 seconds
Average FGS Time (ALL): 0.0539112 seconds
Average FGS Time (Filtered): 0.00689856 seconds
Average FGS Time (Unfiltered): 0.10055 seconds
Program Runtime: 170.495 seconds

Run 5:
Total Recall (ALL): 99.8803%
Average Recall (ALL): 99.8858%
Total Recall (Filtered): 99.9989%
Average Recall (Filtered): 99.999%
Total Recall (Unfiltered): 99.7735%
Average Recall (Unfiltered): 99.7735%
Index Time: 123.934 seconds
Total Query Time (ALL): 33.3479 seconds
Average FGS Time (ALL): 0.0530562 seconds
Average FGS Time (Filtered): 0.00682897 seconds
Average FGS Time (Unfiltered): 0.098916 seconds
Program Runtime: 157.359 seconds

Average Results for Program 2:
Average Total Recall (ALL): 99.8793800000 seconds
Average Average Recall (ALL): 99.8849000000 seconds
Average Total Recall (FILTERED): 99.9997800000 seconds
Average Average Recall (FILTERED): 99.9998000000 seconds
Average Total Recall (UNFILTERED): 99.7708800000 seconds
Average Average Recall (UNFILTERED): 99.7708800000 seconds
Average Index Time: 137.4250000000 seconds
Average Total Query Time (ALL): 37.2477600000 seconds
Average Average FGS Time (ALL): .0592426800 seconds
Average Average FGS Time (FILTERED): .0075799620 seconds
Average Average FGS Time (UNFILTERED): .1104946600 seconds
Average Runtime: 174.7538000000 seconds

Running Program 3/5: ./bin/parallel_filtered_main 60 110 96 1.2 55 ./datasets/smallscale/dummy-data.bin ./datasets/smallscale/dummy-queries.bin ./datasets/smallscale/gt_k=60.bin
Run 1:
Total Recall (ALL): 99.7587%
Average Recall (ALL): 99.7718%
Total Recall (Filtered): 100%
Average Recall (Filtered): 100%
Total Recall (Unfiltered): 99.5456%
Average Recall (Unfiltered): 99.5456%
Index Time: 129.272 seconds
Total Query Time (ALL): 33.5435 seconds
Average FGS Time (ALL): 0.0533574 seconds
Average FGS Time (Filtered): 0.00681658 seconds
Average FGS Time (Unfiltered): 0.0995283 seconds
Program Runtime: 162.899 seconds

Run 2:
Total Recall (ALL): 99.771%
Average Recall (ALL): 99.7835%
Total Recall (Filtered): 99.9993%
Average Recall (Filtered): 99.9993%
Total Recall (Unfiltered): 99.5694%
Average Recall (Unfiltered): 99.5695%
Index Time: 126.791 seconds
Total Query Time (ALL): 32.3054 seconds
Average FGS Time (ALL): 0.0513691 seconds
Average FGS Time (Filtered): 0.00651984 seconds
Average FGS Time (Unfiltered): 0.0958619 seconds
Program Runtime: 159.172 seconds

Run 3:
Total Recall (ALL): 99.7657%
Average Recall (ALL): 99.7785%
Total Recall (Filtered): 99.9985%
Average Recall (Filtered): 99.9987%
Total Recall (Unfiltered): 99.5602%
Average Recall (Unfiltered): 99.5602%
Index Time: 128.227 seconds
Total Query Time (ALL): 33.753 seconds
Average FGS Time (ALL): 0.0536734 seconds
Average FGS Time (Filtered): 0.00687911 seconds
Average FGS Time (Unfiltered): 0.100096 seconds
Program Runtime: 162.056 seconds

Run 4:
Total Recall (ALL): 99.7682%
Average Recall (ALL): 99.7808%
Total Recall (Filtered): 99.9993%
Average Recall (Filtered): 99.9993%
Total Recall (Unfiltered): 99.5641%
Average Recall (Unfiltered): 99.5642%
Index Time: 122.623 seconds
Total Query Time (ALL): 33.3686 seconds
Average FGS Time (ALL): 0.0530583 seconds
Average FGS Time (Filtered): 0.00671777 seconds
Average FGS Time (Unfiltered): 0.0990305 seconds
Program Runtime: 156.068 seconds

Run 5:
Total Recall (ALL): 99.7784%
Average Recall (ALL): 99.7905%
Total Recall (Filtered): 99.9993%
Average Recall (Filtered): 99.9993%
Total Recall (Unfiltered): 99.5833%
Average Recall (Unfiltered): 99.5834%
Index Time: 129.645 seconds
Total Query Time (ALL): 34.8254 seconds
Average FGS Time (ALL): 0.0553777 seconds
Average FGS Time (Filtered): 0.00705514 seconds
Average FGS Time (Unfiltered): 0.103316 seconds
Program Runtime: 164.55 seconds

Average Results for Program 3:
Average Total Recall (ALL): 99.7684000000 seconds
Average Average Recall (ALL): 99.7810200000 seconds
Average Total Recall (FILTERED): 99.9992800000 seconds
Average Average Recall (FILTERED): 99.9993200000 seconds
Average Total Recall (UNFILTERED): 99.5645200000 seconds
Average Average Recall (UNFILTERED): 99.5645800000 seconds
Average Index Time: 127.3116000000 seconds
Average Total Query Time (ALL): 33.5591800000 seconds
Average Average FGS Time (ALL): .0533671800 seconds
Average Average FGS Time (FILTERED): .0067976880 seconds
Average Average FGS Time (UNFILTERED): .0995665400 seconds
Average Runtime: 160.9490000000 seconds

Running Program 4/5: ./bin/parallel_filtered_main 80 110 96 1.2 55 ./datasets/smallscale/dummy-data.bin ./datasets/smallscale/dummy-queries.bin ./datasets/smallscale/gt_k=80.bin
Run 1:
Total Recall (ALL): 99.6626%
Average Recall (ALL): 99.6828%
Total Recall (Filtered): 99.9983%
Average Recall (Filtered): 99.9985%
Total Recall (Unfiltered): 99.3695%
Average Recall (Unfiltered): 99.3695%
Index Time: 131.017 seconds
Total Query Time (ALL): 32.5199 seconds
Average FGS Time (ALL): 0.0517272 seconds
Average FGS Time (Filtered): 0.00652869 seconds
Average FGS Time (Unfiltered): 0.0965665 seconds
Program Runtime: 163.616 seconds

Run 2:
Total Recall (ALL): 99.6748%
Average Recall (ALL): 99.6942%
Total Recall (Filtered): 99.9972%
Average Recall (Filtered): 99.9975%
Total Recall (Unfiltered): 99.3934%
Average Recall (Unfiltered): 99.3934%
Index Time: 131.821 seconds
Total Query Time (ALL): 32.7661 seconds
Average FGS Time (ALL): 0.0521035 seconds
Average FGS Time (Filtered): 0.00668945 seconds
Average FGS Time (Unfiltered): 0.0971566 seconds
Program Runtime: 164.665 seconds

Run 3:
Total Recall (ALL): 99.6626%
Average Recall (ALL): 99.6828%
Total Recall (Filtered): 99.9989%
Average Recall (Filtered): 99.999%
Total Recall (Unfiltered): 99.369%
Average Recall (Unfiltered): 99.369%
Index Time: 127.421 seconds
Total Query Time (ALL): 33.0361 seconds
Average FGS Time (ALL): 0.0525518 seconds
Average FGS Time (Filtered): 0.00669814 seconds
Average FGS Time (Unfiltered): 0.098041 seconds
Program Runtime: 160.533 seconds

Run 4:
Total Recall (ALL): 99.6743%
Average Recall (ALL): 99.6937%
Total Recall (Filtered): 99.9994%
Average Recall (Filtered): 99.9995%
Total Recall (Unfiltered): 99.3904%
Average Recall (Unfiltered): 99.3904%
Index Time: 132.776 seconds
Total Query Time (ALL): 33.1838 seconds
Average FGS Time (ALL): 0.0527698 seconds
Average FGS Time (Filtered): 0.0066657 seconds
Average FGS Time (Unfiltered): 0.0985074 seconds
Program Runtime: 166.039 seconds

Run 5:
Total Recall (ALL): 99.6695%
Average Recall (ALL): 99.6892%
Total Recall (Filtered): 99.9983%
Average Recall (Filtered): 99.9985%
Total Recall (Unfiltered): 99.3825%
Average Recall (Unfiltered): 99.3825%
Index Time: 123.691 seconds
Total Query Time (ALL): 33.0667 seconds
Average FGS Time (ALL): 0.0525686 seconds
Average FGS Time (Filtered): 0.00662823 seconds
Average FGS Time (Unfiltered): 0.0981438 seconds
Program Runtime: 156.835 seconds

Average Results for Program 4:
Average Total Recall (ALL): 99.6687600000 seconds
Average Average Recall (ALL): 99.6885400000 seconds
Average Total Recall (FILTERED): 99.9984200000 seconds
Average Average Recall (FILTERED): 99.9986000000 seconds
Average Total Recall (UNFILTERED): 99.3809600000 seconds
Average Average Recall (UNFILTERED): 99.3809600000 seconds
Average Index Time: 129.3452000000 seconds
Average Total Query Time (ALL): 32.9145200000 seconds
Average Average FGS Time (ALL): .0523441800 seconds
Average Average FGS Time (FILTERED): .0066420420 seconds
Average Average FGS Time (UNFILTERED): .0976830600 seconds
Average Runtime: 162.3376000000 seconds

Running Program 5/5: ./bin/parallel_filtered_main 100 110 96 1.2 55 ./datasets/smallscale/dummy-data.bin ./datasets/smallscale/dummy-queries.bin ./datasets/smallscale/gt_k=100.bin
Run 1:
Total Recall (ALL): 99.551%
Average Recall (ALL): 99.5792%
Total Recall (Filtered): 99.9968%
Average Recall (Filtered): 99.9972%
Total Recall (Unfiltered): 99.1645%
Average Recall (Unfiltered): 99.1645%
Index Time: 125.294 seconds
Total Query Time (ALL): 33.6208 seconds
Average FGS Time (ALL): 0.0534813 seconds
Average FGS Time (Filtered): 0.00675395 seconds
Average FGS Time (Unfiltered): 0.0998371 seconds
Program Runtime: 159.011 seconds

Run 2:
Total Recall (ALL): 99.5744%
Average Recall (ALL): 99.6012%
Total Recall (Filtered): 99.9977%
Average Recall (Filtered): 99.998%
Total Recall (Unfiltered): 99.2075%
Average Recall (Unfiltered): 99.2075%
Index Time: 125.379 seconds
Total Query Time (ALL): 32.9913 seconds
Average FGS Time (ALL): 0.0524503 seconds
Average FGS Time (Filtered): 0.00664031 seconds
Average FGS Time (Unfiltered): 0.0978961 seconds
Program Runtime: 158.451 seconds

Run 3:
Total Recall (ALL): 99.5663%
Average Recall (ALL): 99.5936%
Total Recall (Filtered): 99.9963%
Average Recall (Filtered): 99.9968%
Total Recall (Unfiltered): 99.1936%
Average Recall (Unfiltered): 99.1936%
Index Time: 124.423 seconds
Total Query Time (ALL): 33.9213 seconds
Average FGS Time (ALL): 0.0539981 seconds
Average FGS Time (Filtered): 0.00684054 seconds
Average FGS Time (Unfiltered): 0.100781 seconds
Program Runtime: 158.423 seconds

Run 4:
Total Recall (ALL): 99.5659%
Average Recall (ALL): 99.5932%
Total Recall (Filtered): 99.9963%
Average Recall (Filtered): 99.9968%
Total Recall (Unfiltered): 99.1928%
Average Recall (Unfiltered): 99.1928%
Index Time: 139.489 seconds
Total Query Time (ALL): 39.9211 seconds
Average FGS Time (ALL): 0.0635004 seconds
Average FGS Time (Filtered): 0.00829724 seconds
Average FGS Time (Unfiltered): 0.118265 seconds
Program Runtime: 179.488 seconds

Run 5:
Total Recall (ALL): 99.577%
Average Recall (ALL): 99.6036%
Total Recall (Filtered): 99.9977%
Average Recall (Filtered): 99.998%
Total Recall (Unfiltered): 99.2122%
Average Recall (Unfiltered): 99.2122%
Index Time: 128.995 seconds
Total Query Time (ALL): 32.7427 seconds
Average FGS Time (ALL): 0.0520676 seconds
Average FGS Time (Filtered): 0.00660759 seconds
Average FGS Time (Unfiltered): 0.0971663 seconds
Program Runtime: 161.811 seconds

Average Results for Program 5:
Average Total Recall (ALL): 99.5669200000 seconds
Average Average Recall (ALL): 99.5941600000 seconds
Average Total Recall (FILTERED): 99.9969600000 seconds
Average Average Recall (FILTERED): 99.9973600000 seconds
Average Total Recall (UNFILTERED): 99.1941200000 seconds
Average Average Recall (UNFILTERED): 99.1941200000 seconds
Average Index Time: 128.7160000000 seconds
Average Total Query Time (ALL): 34.6394400000 seconds
Average Average FGS Time (ALL): .0550995400 seconds
Average Average FGS Time (FILTERED): .0070279260 seconds
Average Average FGS Time (UNFILTERED): .1027891000 seconds
Average Runtime: 163.4368000000 seconds

Performance Comparison:
Base Program (Program 1):
Average Total Recall (ALL): 99.9577000000 %
Average Average Recall (ALL): 99.9589000000 %
Average Total Recall (FILTERED): 100.0000000000 %
Average Average Recall (FILTERED): 100.0000000000 %
Average Total Recall (UNFILTERED): 99.9181200000 %
Average Average Recall (UNFILTERED): 99.9181200000 %
Average Index Time: 127.1334000000 seconds
Average Total Query Time (ALL): 33.2685000000 seconds
Average Average FGS Time (ALL): .0529121200 seconds
Average Average FGS Time (FILTERED): .0066755440 seconds
Average Average FGS Time (UNFILTERED): .0987811600 seconds
Average Runtime: 160.4770000000 seconds

Program 2:
.07900% better Average Total Recall (ALL) than the Base Program with Average Total Recall (ALL): 99.8793800000
.07500% better Average Average Recall (ALL) than the Base Program with Average Average Recall (ALL): 99.8849000000
.00100% better Average Total Recall (FILTERED) than the Base Program with Average Total Recall (FILTERED): 99.9997800000
.00100% better Average Average Recall (FILTERED) than the Base Program with Average Average Recall (FILTERED): 99.9998000000
.14800% better Average Total Recall (UNFILTERED) than the Base Program with Average Total Recall (UNFILTERED): 99.7708800000
.14800% better Average Average Recall (UNFILTERED) than the Base Program with Average Average Recall (UNFILTERED): 99.7708800000
-8.09500% faster Average Index Time than the Base Program with Average Index Time: 137.4250000000
-11.96100% better Average Total Query Time (ALL) than the Base Program with Average Total Query Time (ALL): 37.2477600000
-11.96400% better Average Average FGS Time (ALL) than the Base Program with Average Average FGS Time (ALL): .0592426800
-13.54800% better Average Average FGS Time (FILTERED) than the Base Program with Average Average FGS Time (FILTERED): .0075799620
-11.85800% better Average Average FGS Time (UNFILTERED) than the Base Program with Average Average FGS Time (UNFILTERED): .1104946600
-8.89600% faster Average Runtime than the Base Program with Average Runtime: 174.7538000000

Program 3:
.19000% better Average Total Recall (ALL) than the Base Program with Average Total Recall (ALL): 99.7684000000
.17800% better Average Average Recall (ALL) than the Base Program with Average Average Recall (ALL): 99.7810200000
.00100% better Average Total Recall (FILTERED) than the Base Program with Average Total Recall (FILTERED): 99.9992800000
.00100% better Average Average Recall (FILTERED) than the Base Program with Average Average Recall (FILTERED): 99.9993200000
.35400% better Average Total Recall (UNFILTERED) than the Base Program with Average Total Recall (UNFILTERED): 99.5645200000
.35400% better Average Average Recall (UNFILTERED) than the Base Program with Average Average Recall (UNFILTERED): 99.5645800000
-.14000% faster Average Index Time than the Base Program with Average Index Time: 127.3116000000
-.87300% better Average Total Query Time (ALL) than the Base Program with Average Total Query Time (ALL): 33.5591800000
-.86000% better Average Average FGS Time (ALL) than the Base Program with Average Average FGS Time (ALL): .0533671800
-1.82900% better Average Average FGS Time (FILTERED) than the Base Program with Average Average FGS Time (FILTERED): .0067976880
-.79500% better Average Average FGS Time (UNFILTERED) than the Base Program with Average Average FGS Time (UNFILTERED): .0995665400
-.29400% faster Average Runtime than the Base Program with Average Runtime: 160.9490000000

Program 4:
.29000% better Average Total Recall (ALL) than the Base Program with Average Total Recall (ALL): 99.6687600000
.27100% better Average Average Recall (ALL) than the Base Program with Average Average Recall (ALL): 99.6885400000
.00200% better Average Total Recall (FILTERED) than the Base Program with Average Total Recall (FILTERED): 99.9984200000
.00200% better Average Average Recall (FILTERED) than the Base Program with Average Average Recall (FILTERED): 99.9986000000
.53800% better Average Total Recall (UNFILTERED) than the Base Program with Average Total Recall (UNFILTERED): 99.3809600000
.53800% better Average Average Recall (UNFILTERED) than the Base Program with Average Average Recall (UNFILTERED): 99.3809600000
-1.73900% faster Average Index Time than the Base Program with Average Index Time: 129.3452000000
1.06500% better Average Total Query Time (ALL) than the Base Program with Average Total Query Time (ALL): 32.9145200000
1.07400% better Average Average FGS Time (ALL) than the Base Program with Average Average FGS Time (ALL): .0523441800
.50200% better Average Average FGS Time (FILTERED) than the Base Program with Average Average FGS Time (FILTERED): .0066420420
1.11200% better Average Average FGS Time (UNFILTERED) than the Base Program with Average Average FGS Time (UNFILTERED): .0976830600
-1.15900% faster Average Runtime than the Base Program with Average Runtime: 162.3376000000

Program 5:
.39100% better Average Total Recall (ALL) than the Base Program with Average Total Recall (ALL): 99.5669200000
.36500% better Average Average Recall (ALL) than the Base Program with Average Average Recall (ALL): 99.5941600000
.00400% better Average Total Recall (FILTERED) than the Base Program with Average Total Recall (FILTERED): 99.9969600000
.00300% better Average Average Recall (FILTERED) than the Base Program with Average Average Recall (FILTERED): 99.9973600000
.72500% better Average Total Recall (UNFILTERED) than the Base Program with Average Total Recall (UNFILTERED): 99.1941200000
.72500% better Average Average Recall (UNFILTERED) than the Base Program with Average Average Recall (UNFILTERED): 99.1941200000
-1.24400% faster Average Index Time than the Base Program with Average Index Time: 128.7160000000
-4.12000% better Average Total Query Time (ALL) than the Base Program with Average Total Query Time (ALL): 34.6394400000
-4.13400% better Average Average FGS Time (ALL) than the Base Program with Average Average FGS Time (ALL): .0550995400
-5.27800% better Average Average FGS Time (FILTERED) than the Base Program with Average Average FGS Time (FILTERED): .0070279260
-4.05700% better Average Average FGS Time (UNFILTERED) than the Base Program with Average Average FGS Time (UNFILTERED): .1027891000
-1.84400% faster Average Runtime than the Base Program with Average Runtime: 163.4368000000


Test 7 (parallel_filtered_main different R)
Run Results:

Programs are:
Base Program (Program 1): ./bin/parallel_filtered_main 100 110 50 1.2 55 ./datasets/smallscale/dummy-data.bin ./datasets/smallscale/dummy-queries.bin ./datasets/smallscale/gt_k=100.bin
Program 2: ./bin/parallel_filtered_main 100 110 70 1.2 55 ./datasets/smallscale/dummy-data.bin ./datasets/smallscale/dummy-queries.bin ./datasets/smallscale/gt_k=100.bin
Program 3: ./bin/parallel_filtered_main 100 110 90 1.2 55 ./datasets/smallscale/dummy-data.bin ./datasets/smallscale/dummy-queries.bin ./datasets/smallscale/gt_k=100.bin
Program 4: ./bin/parallel_filtered_main 100 110 110 1.2 55 ./datasets/smallscale/dummy-data.bin ./datasets/smallscale/dummy-queries.bin ./datasets/smallscale/gt_k=100.bin
Program 5: ./bin/parallel_filtered_main 100 110 130 1.2 55 ./datasets/smallscale/dummy-data.bin ./datasets/smallscale/dummy-queries.bin ./datasets/smallscale/gt_k=100.bin
Program 6: ./bin/parallel_filtered_main 100 110 150 1.2 55 ./datasets/smallscale/dummy-data.bin ./datasets/smallscale/dummy-queries.bin ./datasets/smallscale/gt_k=100.bin

Running Program 1/6: ./bin/parallel_filtered_main 100 110 50 1.2 55 ./datasets/smallscale/dummy-data.bin ./datasets/smallscale/dummy-queries.bin ./datasets/smallscale/gt_k=100.bin
Run 1:
Total Recall (ALL): 99.1197%
Average Recall (ALL): 99.175%
Total Recall (Filtered): 99.9821%
Average Recall (Filtered): 99.9844%
Total Recall (Unfiltered): 98.372%
Average Recall (Unfiltered): 98.372%
Index Time: 198.045 seconds
Total Query Time (ALL): 28.1272 seconds
Average FGS Time (ALL): 0.0446837 seconds
Average FGS Time (Filtered): 0.00532945 seconds
Average FGS Time (Unfiltered): 0.0837251 seconds
Program Runtime: 226.24 seconds

Run 2:
Total Recall (ALL): 99.1378%
Average Recall (ALL): 99.1919%
Total Recall (Filtered): 99.9844%
Average Recall (Filtered): 99.9864%
Total Recall (Unfiltered): 98.4038%
Average Recall (Unfiltered): 98.4038%
Index Time: 201.947 seconds
Total Query Time (ALL): 26.1686 seconds
Average FGS Time (ALL): 0.0415834 seconds
Average FGS Time (Filtered): 0.00500647 seconds
Average FGS Time (Unfiltered): 0.0778696 seconds
Program Runtime: 228.183 seconds

Run 3:
Total Recall (ALL): 99.1141%
Average Recall (ALL): 99.1698%
Total Recall (Filtered): 99.9826%
Average Recall (Filtered): 99.9848%
Total Recall (Unfiltered): 98.3613%
Average Recall (Unfiltered): 98.3613%
Index Time: 196.845 seconds
Total Query Time (ALL): 25.6283 seconds
Average FGS Time (ALL): 0.040742 seconds
Average FGS Time (Filtered): 0.00465189 seconds
Average FGS Time (Unfiltered): 0.0765451 seconds
Program Runtime: 222.537 seconds

Run 4:
Total Recall (ALL): 99.1354%
Average Recall (ALL): 99.1897%
Total Recall (Filtered): 99.9803%
Average Recall (Filtered): 99.9828%
Total Recall (Unfiltered): 98.403%
Average Recall (Unfiltered): 98.403%
Index Time: 202.871 seconds
Total Query Time (ALL): 25.9899 seconds
Average FGS Time (ALL): 0.0412803 seconds
Average FGS Time (Filtered): 0.00488388 seconds
Average FGS Time (Unfiltered): 0.0773873 seconds
Program Runtime: 228.921 seconds

Run 5:
Total Recall (ALL): 99.0986%
Average Recall (ALL): 99.1552%
Total Recall (Filtered): 99.9835%
Average Recall (Filtered): 99.9856%
Total Recall (Unfiltered): 98.3315%
Average Recall (Unfiltered): 98.3315%
Index Time: 198.133 seconds
Total Query Time (ALL): 25.8498 seconds
Average FGS Time (ALL): 0.0410892 seconds
Average FGS Time (Filtered): 0.00493541 seconds
Average FGS Time (Unfiltered): 0.0769555 seconds
Program Runtime: 224.043 seconds

Average Results for Program 1:
Average Total Recall (ALL): 99.1211200000 seconds
Average Average Recall (ALL): 99.1763200000 seconds
Average Total Recall (FILTERED): 99.9825800000 seconds
Average Average Recall (FILTERED): 99.9848000000 seconds
Average Total Recall (UNFILTERED): 98.3743200000 seconds
Average Average Recall (UNFILTERED): 98.3743200000 seconds
Average Index Time: 199.5682000000 seconds
Average Total Query Time (ALL): 26.3527600000 seconds
Average Average FGS Time (ALL): .0418757200 seconds
Average Average FGS Time (FILTERED): .0049614200 seconds
Average Average FGS Time (UNFILTERED): .0784965200 seconds
Average Runtime: 225.9848000000 seconds

Running Program 2/6: ./bin/parallel_filtered_main 100 110 70 1.2 55 ./datasets/smallscale/dummy-data.bin ./datasets/smallscale/dummy-queries.bin ./datasets/smallscale/gt_k=100.bin
Run 1:
Total Recall (ALL): 99.4175%
Average Recall (ALL): 99.4541%
Total Recall (Filtered): 99.9927%
Average Recall (Filtered): 99.9936%
Total Recall (Unfiltered): 98.9189%
Average Recall (Unfiltered): 98.9189%
Index Time: 193.246 seconds
Total Query Time (ALL): 30.3394 seconds
Average FGS Time (ALL): 0.0482415 seconds
Average FGS Time (Filtered): 0.00605998 seconds
Average FGS Time (Unfiltered): 0.0900878 seconds
Program Runtime: 223.656 seconds

Run 2:
Total Recall (ALL): 99.4335%
Average Recall (ALL): 99.4691%
Total Recall (Filtered): 99.9959%
Average Recall (Filtered): 99.9964%
Total Recall (Unfiltered): 98.9459%
Average Recall (Unfiltered): 98.9459%
Index Time: 190.853 seconds
Total Query Time (ALL): 30.4746 seconds
Average FGS Time (ALL): 0.0484655 seconds
Average FGS Time (Filtered): 0.00626035 seconds
Average FGS Time (Unfiltered): 0.0903351 seconds
Program Runtime: 221.398 seconds

Run 3:
Total Recall (ALL): 99.4184%
Average Recall (ALL): 99.4549%
Total Recall (Filtered): 99.9922%
Average Recall (Filtered): 99.9932%
Total Recall (Unfiltered): 98.9209%
Average Recall (Unfiltered): 98.9209%
Index Time: 197.866 seconds
Total Query Time (ALL): 30.2347 seconds
Average FGS Time (ALL): 0.0480721 seconds
Average FGS Time (Filtered): 0.00614924 seconds
Average FGS Time (Unfiltered): 0.0896616 seconds
Program Runtime: 228.173 seconds

Run 4:
Total Recall (ALL): 99.4382%
Average Recall (ALL): 99.4735%
Total Recall (Filtered): 99.9917%
Average Recall (Filtered): 99.9928%
Total Recall (Unfiltered): 98.9583%
Average Recall (Unfiltered): 98.9583%
Index Time: 194.537 seconds
Total Query Time (ALL): 29.4308 seconds
Average FGS Time (ALL): 0.0467845 seconds
Average FGS Time (Filtered): 0.00597223 seconds
Average FGS Time (Unfiltered): 0.0872723 seconds
Program Runtime: 224.035 seconds

Run 5:
Total Recall (ALL): 99.4241%
Average Recall (ALL): 99.4603%
Total Recall (Filtered): 99.9927%
Average Recall (Filtered): 99.9936%
Total Recall (Unfiltered): 98.9312%
Average Recall (Unfiltered): 98.9312%
Index Time: 191.532 seconds
Total Query Time (ALL): 30.6907 seconds
Average FGS Time (ALL): 0.0487667 seconds
Average FGS Time (Filtered): 0.00622226 seconds
Average FGS Time (Unfiltered): 0.090973 seconds
Program Runtime: 222.294 seconds

Average Results for Program 2:
Average Total Recall (ALL): 99.4263400000 seconds
Average Average Recall (ALL): 99.4623800000 seconds
Average Total Recall (FILTERED): 99.9930400000 seconds
Average Average Recall (FILTERED): 99.9939200000 seconds
Average Total Recall (UNFILTERED): 98.9350400000 seconds
Average Average Recall (UNFILTERED): 98.9350400000 seconds
Average Index Time: 193.6068000000 seconds
Average Total Query Time (ALL): 30.2340400000 seconds
Average Average FGS Time (ALL): .0480660600 seconds
Average Average FGS Time (FILTERED): .0061328120 seconds
Average Average FGS Time (UNFILTERED): .0896659600 seconds
Average Runtime: 223.9112000000 seconds

Running Program 3/6: ./bin/parallel_filtered_main 100 110 90 1.2 55 ./datasets/smallscale/dummy-data.bin ./datasets/smallscale/dummy-queries.bin ./datasets/smallscale/gt_k=100.bin
Run 1:
Total Recall (ALL): 99.5393%
Average Recall (ALL): 99.5682%
Total Recall (Filtered): 99.9972%
Average Recall (Filtered): 99.9976%
Total Recall (Unfiltered): 99.1423%
Average Recall (Unfiltered): 99.1423%
Index Time: 139.755 seconds
Total Query Time (ALL): 32.9042 seconds
Average FGS Time (ALL): 0.0523213 seconds
Average FGS Time (Filtered): 0.00658165 seconds
Average FGS Time (Unfiltered): 0.0976973 seconds
Program Runtime: 172.736 seconds

Run 2:
Total Recall (ALL): 99.5372%
Average Recall (ALL): 99.5662%
Total Recall (Filtered): 99.994%
Average Recall (Filtered): 99.9948%
Total Recall (Unfiltered): 99.1411%
Average Recall (Unfiltered): 99.1411%
Index Time: 146.789 seconds
Total Query Time (ALL): 32.7385 seconds
Average FGS Time (ALL): 0.0520767 seconds
Average FGS Time (Filtered): 0.00654282 seconds
Average FGS Time (Unfiltered): 0.0972486 seconds
Program Runtime: 179.604 seconds

Run 3:
Total Recall (ALL): 99.5487%
Average Recall (ALL): 99.577%
Total Recall (Filtered): 99.9936%
Average Recall (Filtered): 99.9944%
Total Recall (Unfiltered): 99.163%
Average Recall (Unfiltered): 99.163%
Index Time: 135.85 seconds
Total Query Time (ALL): 32.3817 seconds
Average FGS Time (ALL): 0.0514918 seconds
Average FGS Time (Filtered): 0.00643659 seconds
Average FGS Time (Unfiltered): 0.0961889 seconds
Program Runtime: 168.311 seconds

Run 4:
Total Recall (ALL): 99.5561%
Average Recall (ALL): 99.584%
Total Recall (Filtered): 99.9945%
Average Recall (Filtered): 99.9952%
Total Recall (Unfiltered): 99.1761%
Average Recall (Unfiltered): 99.1761%
Index Time: 142.348 seconds
Total Query Time (ALL): 32.8974 seconds
Average FGS Time (ALL): 0.0523262 seconds
Average FGS Time (Filtered): 0.00642707 seconds
Average FGS Time (Unfiltered): 0.0978604 seconds
Program Runtime: 175.323 seconds

Run 5:
Total Recall (ALL): 99.5404%
Average Recall (ALL): 99.5692%
Total Recall (Filtered): 99.9959%
Average Recall (Filtered): 99.9964%
Total Recall (Unfiltered): 99.1455%
Average Recall (Unfiltered): 99.1455%
Index Time: 142.576 seconds
Total Query Time (ALL): 33.8758 seconds
Average FGS Time (ALL): 0.0538678 seconds
Average FGS Time (Filtered): 0.00686755 seconds
Average FGS Time (Unfiltered): 0.100494 seconds
Program Runtime: 176.529 seconds

Average Results for Program 3:
Average Total Recall (ALL): 99.5443400000 seconds
Average Average Recall (ALL): 99.5729200000 seconds
Average Total Recall (FILTERED): 99.9950400000 seconds
Average Average Recall (FILTERED): 99.9956800000 seconds
Average Total Recall (UNFILTERED): 99.1536000000 seconds
Average Average Recall (UNFILTERED): 99.1536000000 seconds
Average Index Time: 141.4636000000 seconds
Average Total Query Time (ALL): 32.9595200000 seconds
Average Average FGS Time (ALL): .0524167600 seconds
Average Average FGS Time (FILTERED): .0065711360 seconds
Average Average FGS Time (UNFILTERED): .0978978400 seconds
Average Runtime: 174.5006000000 seconds

Running Program 4/6: ./bin/parallel_filtered_main 100 110 110 1.2 55 ./datasets/smallscale/dummy-data.bin ./datasets/smallscale/dummy-queries.bin ./datasets/smallscale/gt_k=100.bin
Run 1:
Total Recall (ALL): 99.604%
Average Recall (ALL): 99.6289%
Total Recall (Filtered): 99.9977%
Average Recall (Filtered): 99.998%
Total Recall (Unfiltered): 99.2627%
Average Recall (Unfiltered): 99.2627%
Index Time: 105.634 seconds
Total Query Time (ALL): 34.0326 seconds
Average FGS Time (ALL): 0.0541185 seconds
Average FGS Time (Filtered): 0.00685147 seconds
Average FGS Time (Unfiltered): 0.10101 seconds
Program Runtime: 139.754 seconds

Run 2:
Total Recall (ALL): 99.6042%
Average Recall (ALL): 99.6291%
Total Recall (Filtered): 99.9968%
Average Recall (Filtered): 99.9972%
Total Recall (Unfiltered): 99.2639%
Average Recall (Unfiltered): 99.2639%
Index Time: 109.599 seconds
Total Query Time (ALL): 33.6833 seconds
Average FGS Time (ALL): 0.053578 seconds
Average FGS Time (Filtered): 0.00684168 seconds
Average FGS Time (Unfiltered): 0.0999427 seconds
Program Runtime: 143.361 seconds

Run 3:
Total Recall (ALL): 99.6191%
Average Recall (ALL): 99.6431%
Total Recall (Filtered): 99.9972%
Average Recall (Filtered): 99.9976%
Total Recall (Unfiltered): 99.2913%
Average Recall (Unfiltered): 99.2913%
Index Time: 104.595 seconds
Total Query Time (ALL): 34.3068 seconds
Average FGS Time (ALL): 0.0545466 seconds
Average FGS Time (Filtered): 0.00701752 seconds
Average FGS Time (Unfiltered): 0.101698 seconds
Program Runtime: 138.984 seconds

Run 4:
Total Recall (ALL): 99.6098%
Average Recall (ALL): 99.6343%
Total Recall (Filtered): 99.9972%
Average Recall (Filtered): 99.9976%
Total Recall (Unfiltered): 99.2738%
Average Recall (Unfiltered): 99.2738%
Index Time: 100.76 seconds
Total Query Time (ALL): 34.3175 seconds
Average FGS Time (ALL): 0.0545936 seconds
Average FGS Time (Filtered): 0.00706364 seconds
Average FGS Time (Unfiltered): 0.101746 seconds
Program Runtime: 135.156 seconds

Run 5:
Total Recall (ALL): 99.5936%
Average Recall (ALL): 99.6191%
Total Recall (Filtered): 99.9972%
Average Recall (Filtered): 99.9976%
Total Recall (Unfiltered): 99.2436%
Average Recall (Unfiltered): 99.2436%
Index Time: 102.679 seconds
Total Query Time (ALL): 34.2405 seconds
Average FGS Time (ALL): 0.0544289 seconds
Average FGS Time (Filtered): 0.0070589 seconds
Average FGS Time (Unfiltered): 0.101422 seconds
Program Runtime: 136.997 seconds

Average Results for Program 4:
Average Total Recall (ALL): 99.6061400000 seconds
Average Average Recall (ALL): 99.6309000000 seconds
Average Total Recall (FILTERED): 99.9972200000 seconds
Average Average Recall (FILTERED): 99.9976000000 seconds
Average Total Recall (UNFILTERED): 99.2670600000 seconds
Average Average Recall (UNFILTERED): 99.2670600000 seconds
Average Index Time: 104.6534000000 seconds
Average Total Query Time (ALL): 34.1161400000 seconds
Average Average FGS Time (ALL): .0542531200 seconds
Average Average FGS Time (FILTERED): .0069666420 seconds
Average Average FGS Time (UNFILTERED): .1011637400 seconds
Average Runtime: 138.8504000000 seconds

Running Program 5/6: ./bin/parallel_filtered_main 100 110 130 1.2 55 ./datasets/smallscale/dummy-data.bin ./datasets/smallscale/dummy-queries.bin ./datasets/smallscale/gt_k=100.bin
Run 1:
Total Recall (ALL): 99.6198%
Average Recall (ALL): 99.6437%
Total Recall (Filtered): 99.9982%
Average Recall (Filtered): 99.9984%
Total Recall (Unfiltered): 99.2917%
Average Recall (Unfiltered): 99.2917%
Index Time: 83.6374 seconds
Total Query Time (ALL): 35.3528 seconds
Average FGS Time (ALL): 0.0562119 seconds
Average FGS Time (Filtered): 0.00729379 seconds
Average FGS Time (Unfiltered): 0.104741 seconds
Program Runtime: 119.072 seconds

Run 2:
Total Recall (ALL): 99.6279%
Average Recall (ALL): 99.6512%
Total Recall (Filtered): 99.9977%
Average Recall (Filtered): 99.998%
Total Recall (Unfiltered): 99.3072%
Average Recall (Unfiltered): 99.3072%
Index Time: 80.4905 seconds
Total Query Time (ALL): 34.6901 seconds
Average FGS Time (ALL): 0.0551713 seconds
Average FGS Time (Filtered): 0.00720483 seconds
Average FGS Time (Unfiltered): 0.102757 seconds
Program Runtime: 115.26 seconds

Run 3:
Total Recall (ALL): 99.6376%
Average Recall (ALL): 99.6604%
Total Recall (Filtered): 99.9982%
Average Recall (Filtered): 99.9984%
Total Recall (Unfiltered): 99.3251%
Average Recall (Unfiltered): 99.3251%
Index Time: 82.4659 seconds
Total Query Time (ALL): 35.1364 seconds
Average FGS Time (ALL): 0.0558989 seconds
Average FGS Time (Filtered): 0.00732393 seconds
Average FGS Time (Unfiltered): 0.104088 seconds
Program Runtime: 117.682 seconds

Run 4:
Total Recall (ALL): 99.6474%
Average Recall (ALL): 99.6696%
Total Recall (Filtered): 99.9972%
Average Recall (Filtered): 99.9976%
Total Recall (Unfiltered): 99.3442%
Average Recall (Unfiltered): 99.3442%
Index Time: 81.4442 seconds
Total Query Time (ALL): 35.824 seconds
Average FGS Time (ALL): 0.0569946 seconds
Average FGS Time (Filtered): 0.0074212 seconds
Average FGS Time (Unfiltered): 0.106174 seconds
Program Runtime: 117.347 seconds

Run 5:
Total Recall (ALL): 99.6547%
Average Recall (ALL): 99.6764%
Total Recall (Filtered): 99.9972%
Average Recall (Filtered): 99.9976%
Total Recall (Unfiltered): 99.3577%
Average Recall (Unfiltered): 99.3577%
Index Time: 81.7905 seconds
Total Query Time (ALL): 35.4895 seconds
Average FGS Time (ALL): 0.0564479 seconds
Average FGS Time (Filtered): 0.0073182 seconds
Average FGS Time (Unfiltered): 0.105187 seconds
Program Runtime: 117.36 seconds

Average Results for Program 5:
Average Total Recall (ALL): 99.6374800000 seconds
Average Average Recall (ALL): 99.6602600000 seconds
Average Total Recall (FILTERED): 99.9977000000 seconds
Average Average Recall (FILTERED): 99.9980000000 seconds
Average Total Recall (UNFILTERED): 99.3251800000 seconds
Average Average Recall (UNFILTERED): 99.3251800000 seconds
Average Index Time: 81.9657000000 seconds
Average Total Query Time (ALL): 35.2985600000 seconds
Average Average FGS Time (ALL): .0561449200 seconds
Average Average FGS Time (FILTERED): .0073123900 seconds
Average Average FGS Time (UNFILTERED): .1045894000 seconds
Average Runtime: 117.3442000000 seconds

Running Program 6/6: ./bin/parallel_filtered_main 100 110 150 1.2 55 ./datasets/smallscale/dummy-data.bin ./datasets/smallscale/dummy-queries.bin ./datasets/smallscale/gt_k=100.bin
Run 1:
Total Recall (ALL): 99.6738%
Average Recall (ALL): 99.6943%
Total Recall (Filtered): 99.9986%
Average Recall (Filtered): 99.9988%
Total Recall (Unfiltered): 99.3923%
Average Recall (Unfiltered): 99.3923%
Index Time: 74.995 seconds
Total Query Time (ALL): 36.4441 seconds
Average FGS Time (ALL): 0.0579747 seconds
Average FGS Time (Filtered): 0.00745012 seconds
Average FGS Time (Unfiltered): 0.108098 seconds
Program Runtime: 111.52 seconds

Run 2:
Total Recall (ALL): 99.6523%
Average Recall (ALL): 99.6742%
Total Recall (Filtered): 99.9986%
Average Recall (Filtered): 99.9988%
Total Recall (Unfiltered): 99.3521%
Average Recall (Unfiltered): 99.3521%
Index Time: 71.7598 seconds
Total Query Time (ALL): 36.1018 seconds
Average FGS Time (ALL): 0.0574497 seconds
Average FGS Time (Filtered): 0.0077675 seconds
Average FGS Time (Unfiltered): 0.106737 seconds
Program Runtime: 107.943 seconds

Run 3:
Total Recall (ALL): 99.637%
Average Recall (ALL): 99.6598%
Total Recall (Filtered): 99.9986%
Average Recall (Filtered): 99.9988%
Total Recall (Unfiltered): 99.3235%
Average Recall (Unfiltered): 99.3235%
Index Time: 71.8507 seconds
Total Query Time (ALL): 35.7457 seconds
Average FGS Time (ALL): 0.056876 seconds
Average FGS Time (Filtered): 0.0074083 seconds
Average FGS Time (Unfiltered): 0.10595 seconds
Program Runtime: 107.678 seconds

Run 4:
Total Recall (ALL): 99.6677%
Average Recall (ALL): 99.6885%
Total Recall (Filtered): 99.9972%
Average Recall (Filtered): 99.9976%
Total Recall (Unfiltered): 99.382%
Average Recall (Unfiltered): 99.382%
Index Time: 71.4535 seconds
Total Query Time (ALL): 40.7675 seconds
Average FGS Time (ALL): 0.0648454 seconds
Average FGS Time (Filtered): 0.00878145 seconds
Average FGS Time (Unfiltered): 0.120464 seconds
Program Runtime: 112.3 seconds

Run 5:
Total Recall (ALL): 99.6841%
Average Recall (ALL): 99.7039%
Total Recall (Filtered): 99.9977%
Average Recall (Filtered): 99.998%
Total Recall (Unfiltered): 99.4122%
Average Recall (Unfiltered): 99.4122%
Index Time: 71.9438 seconds
Total Query Time (ALL): 36.7369 seconds
Average FGS Time (ALL): 0.058422 seconds
Average FGS Time (Filtered): 0.00753536 seconds
Average FGS Time (Unfiltered): 0.108904 seconds
Program Runtime: 108.762 seconds

Average Results for Program 6:
Average Total Recall (ALL): 99.6629800000 seconds
Average Average Recall (ALL): 99.6841400000 seconds
Average Total Recall (FILTERED): 99.9981400000 seconds
Average Average Recall (FILTERED): 99.9984000000 seconds
Average Total Recall (UNFILTERED): 99.3724200000 seconds
Average Average Recall (UNFILTERED): 99.3724200000 seconds
Average Index Time: 72.4005600000 seconds
Average Total Query Time (ALL): 37.1592000000 seconds
Average Average FGS Time (ALL): .0591135600 seconds
Average Average FGS Time (FILTERED): .0077885460 seconds
Average Average FGS Time (UNFILTERED): .1100306000 seconds
Average Runtime: 109.6406000000 seconds

Performance Comparison:
Base Program (Program 1):
Average Total Recall (ALL): 99.1211200000 %
Average Average Recall (ALL): 99.1763200000 %
Average Total Recall (FILTERED): 99.9825800000 %
Average Average Recall (FILTERED): 99.9848000000 %
Average Total Recall (UNFILTERED): 98.3743200000 %
Average Average Recall (UNFILTERED): 98.3743200000 %
Average Index Time: 199.5682000000 seconds
Average Total Query Time (ALL): 26.3527600000 seconds
Average Average FGS Time (ALL): .0418757200 seconds
Average Average FGS Time (FILTERED): .0049614200 seconds
Average Average FGS Time (UNFILTERED): .0784965200 seconds
Average Runtime: 225.9848000000 seconds

Program 2:
-.30700% better Average Total Recall (ALL) than the Base Program with Average Total Recall (ALL): 99.4263400000
-.28800% better Average Average Recall (ALL) than the Base Program with Average Average Recall (ALL): 99.4623800000
-.01000% better Average Total Recall (FILTERED) than the Base Program with Average Total Recall (FILTERED): 99.9930400000
-.00900% better Average Average Recall (FILTERED) than the Base Program with Average Average Recall (FILTERED): 99.9939200000
-.56900% better Average Total Recall (UNFILTERED) than the Base Program with Average Total Recall (UNFILTERED): 98.9350400000
-.56900% better Average Average Recall (UNFILTERED) than the Base Program with Average Average Recall (UNFILTERED): 98.9350400000
2.98800% faster Average Index Time than the Base Program with Average Index Time: 193.6068000000
-14.72800% better Average Total Query Time (ALL) than the Base Program with Average Total Query Time (ALL): 30.2340400000
-14.78200% better Average Average FGS Time (ALL) than the Base Program with Average Average FGS Time (ALL): .0480660600
-23.61000% better Average Average FGS Time (FILTERED) than the Base Program with Average Average FGS Time (FILTERED): .0061328120
-14.22900% better Average Average FGS Time (UNFILTERED) than the Base Program with Average Average FGS Time (UNFILTERED): .0896659600
.91800% faster Average Runtime than the Base Program with Average Runtime: 223.9112000000

Program 3:
-.42600% better Average Total Recall (ALL) than the Base Program with Average Total Recall (ALL): 99.5443400000
-.39900% better Average Average Recall (ALL) than the Base Program with Average Average Recall (ALL): 99.5729200000
-.01200% better Average Total Recall (FILTERED) than the Base Program with Average Total Recall (FILTERED): 99.9950400000
-.01000% better Average Average Recall (FILTERED) than the Base Program with Average Average Recall (FILTERED): 99.9956800000
-.79200% better Average Total Recall (UNFILTERED) than the Base Program with Average Total Recall (UNFILTERED): 99.1536000000
-.79200% better Average Average Recall (UNFILTERED) than the Base Program with Average Average Recall (UNFILTERED): 99.1536000000
29.11600% faster Average Index Time than the Base Program with Average Index Time: 141.4636000000
-25.07000% better Average Total Query Time (ALL) than the Base Program with Average Total Query Time (ALL): 32.9595200000
-25.17200% better Average Average FGS Time (ALL) than the Base Program with Average Average FGS Time (ALL): .0524167600
-32.44400% better Average Average FGS Time (FILTERED) than the Base Program with Average Average FGS Time (FILTERED): .0065711360
-24.71600% better Average Average FGS Time (UNFILTERED) than the Base Program with Average Average FGS Time (UNFILTERED): .0978978400
22.78300% faster Average Runtime than the Base Program with Average Runtime: 174.5006000000

Program 4:
-.48900% better Average Total Recall (ALL) than the Base Program with Average Total Recall (ALL): 99.6061400000
-.45800% better Average Average Recall (ALL) than the Base Program with Average Average Recall (ALL): 99.6309000000
-.01400% better Average Total Recall (FILTERED) than the Base Program with Average Total Recall (FILTERED): 99.9972200000
-.01200% better Average Average Recall (FILTERED) than the Base Program with Average Average Recall (FILTERED): 99.9976000000
-.90700% better Average Total Recall (UNFILTERED) than the Base Program with Average Total Recall (UNFILTERED): 99.2670600000
-.90700% better Average Average Recall (UNFILTERED) than the Base Program with Average Average Recall (UNFILTERED): 99.2670600000
47.56100% faster Average Index Time than the Base Program with Average Index Time: 104.6534000000
-29.45900% better Average Total Query Time (ALL) than the Base Program with Average Total Query Time (ALL): 34.1161400000
-29.55700% better Average Average FGS Time (ALL) than the Base Program with Average Average FGS Time (ALL): .0542531200
-40.41600% better Average Average FGS Time (FILTERED) than the Base Program with Average Average FGS Time (FILTERED): .0069666420
-28.87600% better Average Average FGS Time (UNFILTERED) than the Base Program with Average Average FGS Time (UNFILTERED): .1011637400
38.55800% faster Average Runtime than the Base Program with Average Runtime: 138.8504000000

Program 5:
-.52000% better Average Total Recall (ALL) than the Base Program with Average Total Recall (ALL): 99.6374800000
-.48700% better Average Average Recall (ALL) than the Base Program with Average Average Recall (ALL): 99.6602600000
-.01500% better Average Total Recall (FILTERED) than the Base Program with Average Total Recall (FILTERED): 99.9977000000
-.01300% better Average Average Recall (FILTERED) than the Base Program with Average Average Recall (FILTERED): 99.9980000000
-.96600% better Average Total Recall (UNFILTERED) than the Base Program with Average Total Recall (UNFILTERED): 99.3251800000
-.96600% better Average Average Recall (UNFILTERED) than the Base Program with Average Average Recall (UNFILTERED): 99.3251800000
58.92900% faster Average Index Time than the Base Program with Average Index Time: 81.9657000000
-33.94600% better Average Total Query Time (ALL) than the Base Program with Average Total Query Time (ALL): 35.2985600000
-34.07500% better Average Average FGS Time (ALL) than the Base Program with Average Average FGS Time (ALL): .0561449200
-47.38500% better Average Average FGS Time (FILTERED) than the Base Program with Average Average FGS Time (FILTERED): .0073123900
-33.24000% better Average Average FGS Time (UNFILTERED) than the Base Program with Average Average FGS Time (UNFILTERED): .1045894000
48.07500% faster Average Runtime than the Base Program with Average Runtime: 117.3442000000

Program 6:
-.54600% better Average Total Recall (ALL) than the Base Program with Average Total Recall (ALL): 99.6629800000
-.51200% better Average Average Recall (ALL) than the Base Program with Average Average Recall (ALL): 99.6841400000
-.01500% better Average Total Recall (FILTERED) than the Base Program with Average Total Recall (FILTERED): 99.9981400000
-.01300% better Average Average Recall (FILTERED) than the Base Program with Average Average Recall (FILTERED): 99.9984000000
-1.01400% better Average Total Recall (UNFILTERED) than the Base Program with Average Total Recall (UNFILTERED): 99.3724200000
-1.01400% better Average Average Recall (UNFILTERED) than the Base Program with Average Average Recall (UNFILTERED): 99.3724200000
63.72200% faster Average Index Time than the Base Program with Average Index Time: 72.4005600000
-41.00600% better Average Total Query Time (ALL) than the Base Program with Average Total Query Time (ALL): 37.1592000000
-41.16400% better Average Average FGS Time (ALL) than the Base Program with Average Average FGS Time (ALL): .0591135600
-56.98200% better Average Average FGS Time (FILTERED) than the Base Program with Average Average FGS Time (FILTERED): .0077885460
-40.17200% better Average Average FGS Time (UNFILTERED) than the Base Program with Average Average FGS Time (UNFILTERED): .1100306000
51.48400% faster Average Runtime than the Base Program with Average Runtime: 109.6406000000


Test 8 (parallel_filtered_main different a)
Run Results:

Programs are:
Base Program (Program 1): ./bin/parallel_filtered_main 100 110 96 0.8 55 ./datasets/smallscale/dummy-data.bin ./datasets/smallscale/dummy-queries.bin ./datasets/smallscale/gt_k=100.bin
Program 2: ./bin/parallel_filtered_main 100 110 96 1.0 55 ./datasets/smallscale/dummy-data.bin ./datasets/smallscale/dummy-queries.bin ./datasets/smallscale/gt_k=100.bin
Program 3: ./bin/parallel_filtered_main 100 110 96 1.2 55 ./datasets/smallscale/dummy-data.bin ./datasets/smallscale/dummy-queries.bin ./datasets/smallscale/gt_k=100.bin
Program 4: ./bin/parallel_filtered_main 100 110 96 1.4 55 ./datasets/smallscale/dummy-data.bin ./datasets/smallscale/dummy-queries.bin ./datasets/smallscale/gt_k=100.bin
Program 5: ./bin/parallel_filtered_main 100 110 96 1.6 55 ./datasets/smallscale/dummy-data.bin ./datasets/smallscale/dummy-queries.bin ./datasets/smallscale/gt_k=100.bin
Program 6: ./bin/parallel_filtered_main 100 110 96 1.8 55 ./datasets/smallscale/dummy-data.bin ./datasets/smallscale/dummy-queries.bin ./datasets/smallscale/gt_k=100.bin
Program 7: ./bin/parallel_filtered_main 100 110 96 2.0 55 ./datasets/smallscale/dummy-data.bin ./datasets/smallscale/dummy-queries.bin ./datasets/smallscale/gt_k=100.bin

Running Program 1/7: ./bin/parallel_filtered_main 100 110 96 0.8 55 ./datasets/smallscale/dummy-data.bin ./datasets/smallscale/dummy-queries.bin ./datasets/smallscale/gt_k=100.bin
Run 1:
Total Recall (ALL): 63.6129%
Average Recall (ALL): 64.5248%
Total Recall (Filtered): 77.6157%
Average Recall (Filtered): 77.6805%
Total Recall (Unfiltered): 51.4738%
Average Recall (Unfiltered): 51.4738%
Index Time: 6.81502 seconds
Total Query Time (ALL): 6.36175 seconds
Average FGS Time (ALL): 0.0100381 seconds
Average FGS Time (Filtered): 0.00147014 seconds
Average FGS Time (Unfiltered): 0.018538 seconds
Program Runtime: 13.204 seconds

Run 2:
Total Recall (ALL): 54.3379%
Average Recall (ALL): 56.7652%
Total Recall (Filtered): 73.3042%
Average Recall (Filtered): 75.7858%
Total Recall (Unfiltered): 37.8959%
Average Recall (Unfiltered): 37.8959%
Index Time: 6.60438 seconds
Total Query Time (ALL): 5.96166 seconds
Average FGS Time (ALL): 0.00937445 seconds
Average FGS Time (Filtered): 0.00134022 seconds
Average FGS Time (Unfiltered): 0.0173448 seconds
Program Runtime: 12.5942 seconds

Run 3:
Total Recall (ALL): 57.7861%
Average Recall (ALL): 59.2145%
Total Recall (Filtered): 66.8887%
Average Recall (Filtered): 68.6085%
Total Recall (Unfiltered): 49.8951%
Average Recall (Unfiltered): 49.8951%
Index Time: 6.67403 seconds
Total Query Time (ALL): 5.60438 seconds
Average FGS Time (ALL): 0.0088042 seconds
Average FGS Time (Filtered): 0.00137482 seconds
Average FGS Time (Unfiltered): 0.0161745 seconds
Program Runtime: 12.3068 seconds

Run 4:
Total Recall (ALL): 62.7411%
Average Recall (ALL): 63.7977%
Total Recall (Filtered): 75.8905%
Average Recall (Filtered): 76.3535%
Total Recall (Unfiltered): 51.3418%
Average Recall (Unfiltered): 51.3418%
Index Time: 6.87478 seconds
Total Query Time (ALL): 6.50584 seconds
Average FGS Time (ALL): 0.0102719 seconds
Average FGS Time (Filtered): 0.00123474 seconds
Average FGS Time (Unfiltered): 0.0192373 seconds
Program Runtime: 13.4104 seconds

Run 5:
Total Recall (ALL): 60.6349%
Average Recall (ALL): 61.106%
Total Recall (Filtered): 72.1163%
Average Recall (Filtered): 71.6138%
Total Recall (Unfiltered): 50.6816%
Average Recall (Unfiltered): 50.6816%
Index Time: 6.78137 seconds
Total Query Time (ALL): 6.2744 seconds
Average FGS Time (ALL): 0.00987424 seconds
Average FGS Time (Filtered): 0.00135006 seconds
Average FGS Time (Unfiltered): 0.0183306 seconds
Program Runtime: 13.0857 seconds

Average Results for Program 1:
Average Total Recall (ALL): 59.8225800000 seconds
Average Average Recall (ALL): 61.0816400000 seconds
Average Total Recall (FILTERED): 73.1630800000 seconds
Average Average Recall (FILTERED): 74.0084200000 seconds
Average Total Recall (UNFILTERED): 48.2576400000 seconds
Average Average Recall (UNFILTERED): 48.2576400000 seconds
Average Index Time: 6.7499160000 seconds
Average Total Query Time (ALL): 6.1416060000 seconds
Average Average FGS Time (ALL): .0096725780 seconds
Average Average FGS Time (FILTERED): .0013539960 seconds
Average Average FGS Time (UNFILTERED): .0179250400 seconds
Average Runtime: 12.9202200000 seconds

Running Program 2/7: ./bin/parallel_filtered_main 100 110 96 1.0 55 ./datasets/smallscale/dummy-data.bin ./datasets/smallscale/dummy-queries.bin ./datasets/smallscale/gt_k=100.bin
Run 1:
Total Recall (ALL): 96.4876%
Average Recall (ALL): 96.7083%
Total Recall (Filtered): 99.8918%
Average Recall (Filtered): 99.9054%
Total Recall (Unfiltered): 93.5366%
Average Recall (Unfiltered): 93.5366%
Index Time: 15.3798 seconds
Total Query Time (ALL): 14.1409 seconds
Average FGS Time (ALL): 0.0224438 seconds
Average FGS Time (Filtered): 0.00284339 seconds
Average FGS Time (Unfiltered): 0.0418884 seconds
Program Runtime: 29.5558 seconds

Run 2:
Total Recall (ALL): 96.5515%
Average Recall (ALL): 96.7682%
Total Recall (Filtered): 99.9033%
Average Recall (Filtered): 99.9155%
Total Recall (Unfiltered): 93.6459%
Average Recall (Unfiltered): 93.6459%
Index Time: 15.1481 seconds
Total Query Time (ALL): 14.362 seconds
Average FGS Time (ALL): 0.0227875 seconds
Average FGS Time (Filtered): 0.00273812 seconds
Average FGS Time (Unfiltered): 0.0426776 seconds
Program Runtime: 29.5436 seconds

Run 3:
Total Recall (ALL): 96.5302%
Average Recall (ALL): 96.7482%
Total Recall (Filtered): 99.8932%
Average Recall (Filtered): 99.9067%
Total Recall (Unfiltered): 93.6149%
Average Recall (Unfiltered): 93.6149%
Index Time: 15.2006 seconds
Total Query Time (ALL): 14.2327 seconds
Average FGS Time (ALL): 0.0225561 seconds
Average FGS Time (Filtered): 0.00273973 seconds
Average FGS Time (Unfiltered): 0.0422148 seconds
Program Runtime: 29.4661 seconds

Run 4:
Total Recall (ALL): 96.4896%
Average Recall (ALL): 96.7101%
Total Recall (Filtered): 99.9092%
Average Recall (Filtered): 99.9207%
Total Recall (Unfiltered): 93.525%
Average Recall (Unfiltered): 93.525%
Index Time: 15.045 seconds
Total Query Time (ALL): 14.1505 seconds
Average FGS Time (ALL): 0.0224026 seconds
Average FGS Time (Filtered): 0.00283593 seconds
Average FGS Time (Unfiltered): 0.0418137 seconds
Program Runtime: 29.2287 seconds

Run 5:
Total Recall (ALL): 96.4506%
Average Recall (ALL): 96.6736%
Total Recall (Filtered): 99.9001%
Average Recall (Filtered): 99.9127%
Total Recall (Unfiltered): 93.4603%
Average Recall (Unfiltered): 93.4603%
Index Time: 15.1921 seconds
Total Query Time (ALL): 14.6912 seconds
Average FGS Time (ALL): 0.0232845 seconds
Average FGS Time (Filtered): 0.00289371 seconds
Average FGS Time (Unfiltered): 0.0435131 seconds
Program Runtime: 29.9182 seconds

Average Results for Program 2:
Average Total Recall (ALL): 96.5019000000 seconds
Average Average Recall (ALL): 96.7216800000 seconds
Average Total Recall (FILTERED): 99.8995200000 seconds
Average Average Recall (FILTERED): 99.9122000000 seconds
Average Total Recall (UNFILTERED): 93.5565400000 seconds
Average Average Recall (UNFILTERED): 93.5565400000 seconds
Average Index Time: 15.1931200000 seconds
Average Total Query Time (ALL): 14.3154600000 seconds
Average Average FGS Time (ALL): .0226949000 seconds
Average Average FGS Time (FILTERED): .0028101760 seconds
Average Average FGS Time (UNFILTERED): .0424215200 seconds
Average Runtime: 29.5424800000 seconds

Running Program 3/7: ./bin/parallel_filtered_main 100 110 96 1.2 55 ./datasets/smallscale/dummy-data.bin ./datasets/smallscale/dummy-queries.bin ./datasets/smallscale/gt_k=100.bin
Run 1:
Total Recall (ALL): 99.5768%
Average Recall (ALL): 99.6034%
Total Recall (Filtered): 99.9963%
Average Recall (Filtered): 99.9968%
Total Recall (Unfiltered): 99.213%
Average Recall (Unfiltered): 99.213%
Index Time: 126.473 seconds
Total Query Time (ALL): 33.015 seconds
Average FGS Time (ALL): 0.0525038 seconds
Average FGS Time (Filtered): 0.00669517 seconds
Average FGS Time (Unfiltered): 0.0979484 seconds
Program Runtime: 159.566 seconds

Run 2:
Total Recall (ALL): 99.5751%
Average Recall (ALL): 99.6018%
Total Recall (Filtered): 99.9959%
Average Recall (Filtered): 99.9964%
Total Recall (Unfiltered): 99.2103%
Average Recall (Unfiltered): 99.2103%
Index Time: 131.18 seconds
Total Query Time (ALL): 33.5747 seconds
Average FGS Time (ALL): 0.0533992 seconds
Average FGS Time (Filtered): 0.00676437 seconds
Average FGS Time (Unfiltered): 0.0996634 seconds
Program Runtime: 164.833 seconds

Run 3:
Total Recall (ALL): 99.5706%
Average Recall (ALL): 99.5976%
Total Recall (Filtered): 99.9977%
Average Recall (Filtered): 99.998%
Total Recall (Unfiltered): 99.2003%
Average Recall (Unfiltered): 99.2003%
Index Time: 136.146 seconds
Total Query Time (ALL): 33.3984 seconds
Average FGS Time (ALL): 0.053127 seconds
Average FGS Time (Filtered): 0.00677836 seconds
Average FGS Time (Unfiltered): 0.0991071 seconds
Program Runtime: 169.62 seconds

Run 4:
Total Recall (ALL): 99.5704%
Average Recall (ALL): 99.5974%
Total Recall (Filtered): 99.9968%
Average Recall (Filtered): 99.9972%
Total Recall (Unfiltered): 99.2007%
Average Recall (Unfiltered): 99.2007%
Index Time: 123.82 seconds
Total Query Time (ALL): 33.2371 seconds
Average FGS Time (ALL): 0.0528446 seconds
Average FGS Time (Filtered): 0.00685984 seconds
Average FGS Time (Unfiltered): 0.0984638 seconds
Program Runtime: 157.134 seconds

Run 5:
Total Recall (ALL): 99.5757%
Average Recall (ALL): 99.6024%
Total Recall (Filtered): 99.9968%
Average Recall (Filtered): 99.9972%
Total Recall (Unfiltered): 99.2107%
Average Recall (Unfiltered): 99.2107%
Index Time: 127.313 seconds
Total Query Time (ALL): 33.1947 seconds
Average FGS Time (ALL): 0.0527866 seconds
Average FGS Time (Filtered): 0.00682192 seconds
Average FGS Time (Unfiltered): 0.0983858 seconds
Program Runtime: 160.584 seconds

Average Results for Program 3:
Average Total Recall (ALL): 99.5737200000 seconds
Average Average Recall (ALL): 99.6005200000 seconds
Average Total Recall (FILTERED): 99.9967000000 seconds
Average Average Recall (FILTERED): 99.9971200000 seconds
Average Total Recall (UNFILTERED): 99.2070000000 seconds
Average Average Recall (UNFILTERED): 99.2070000000 seconds
Average Index Time: 128.9864000000 seconds
Average Total Query Time (ALL): 33.2839800000 seconds
Average Average FGS Time (ALL): .0529322400 seconds
Average Average FGS Time (FILTERED): .0067839320 seconds
Average Average FGS Time (UNFILTERED): .0987137000 seconds
Average Runtime: 162.3474000000 seconds

Running Program 4/7: ./bin/parallel_filtered_main 100 110 96 1.4 55 ./datasets/smallscale/dummy-data.bin ./datasets/smallscale/dummy-queries.bin ./datasets/smallscale/gt_k=100.bin
Run 1:
Total Recall (ALL): 99.786%
Average Recall (ALL): 99.7995%
Total Recall (Filtered): 99.9991%
Average Recall (Filtered): 99.9992%
Total Recall (Unfiltered): 99.6013%
Average Recall (Unfiltered): 99.6013%
Index Time: 1646.62 seconds
Total Query Time (ALL): 42.9644 seconds
Average FGS Time (ALL): 0.0683829 seconds
Average FGS Time (Filtered): 0.0085332 seconds
Average FGS Time (Unfiltered): 0.127757 seconds
Program Runtime: 1689.69 seconds

Run 2:
Total Recall (ALL): 99.7903%
Average Recall (ALL): 99.8035%
Total Recall (Filtered): 99.9986%
Average Recall (Filtered): 99.9988%
Total Recall (Unfiltered): 99.6097%
Average Recall (Unfiltered): 99.6097%
Index Time: 1676.97 seconds
Total Query Time (ALL): 43.5167 seconds
Average FGS Time (ALL): 0.0692707 seconds
Average FGS Time (Filtered): 0.00870425 seconds
Average FGS Time (Unfiltered): 0.129356 seconds
Program Runtime: 1720.59 seconds

Run 3:
Total Recall (ALL): 99.7937%
Average Recall (ALL): 99.8067%
Total Recall (Filtered): 99.9982%
Average Recall (Filtered): 99.9984%
Total Recall (Unfiltered): 99.6165%
Average Recall (Unfiltered): 99.6165%
Index Time: 1660.52 seconds
Total Query Time (ALL): 42.5273 seconds
Average FGS Time (ALL): 0.06765 seconds
Average FGS Time (Filtered): 0.00852688 seconds
Average FGS Time (Unfiltered): 0.126303 seconds
Program Runtime: 1703.15 seconds

Run 4:
Total Recall (ALL): 99.7954%
Average Recall (ALL): 99.8083%
Total Recall (Filtered): 99.9982%
Average Recall (Filtered): 99.9984%
Total Recall (Unfiltered): 99.6196%
Average Recall (Unfiltered): 99.6196%
Index Time: 1669.17 seconds
Total Query Time (ALL): 43.0919 seconds
Average FGS Time (ALL): 0.0685576 seconds
Average FGS Time (Filtered): 0.00855285 seconds
Average FGS Time (Unfiltered): 0.128085 seconds
Program Runtime: 1712.37 seconds

Run 5:
Total Recall (ALL): 99.7801%
Average Recall (ALL): 99.7939%
Total Recall (Filtered): 99.9972%
Average Recall (Filtered): 99.9976%
Total Recall (Unfiltered): 99.5918%
Average Recall (Unfiltered): 99.5918%
Index Time: 1657.48 seconds
Total Query Time (ALL): 42.8742 seconds
Average FGS Time (ALL): 0.0682472 seconds
Average FGS Time (Filtered): 0.00864362 seconds
Average FGS Time (Unfiltered): 0.127377 seconds
Program Runtime: 1700.46 seconds

Average Results for Program 4:
Average Total Recall (ALL): 99.7891000000 seconds
Average Average Recall (ALL): 99.8023800000 seconds
Average Total Recall (FILTERED): 99.9982600000 seconds
Average Average Recall (FILTERED): 99.9984800000 seconds
Average Total Recall (UNFILTERED): 99.6077800000 seconds
Average Average Recall (UNFILTERED): 99.6077800000 seconds
Average Index Time: 1662.1520000000 seconds
Average Total Query Time (ALL): 42.9949000000 seconds
Average Average FGS Time (ALL): .0684216800 seconds
Average Average FGS Time (FILTERED): .0085921600 seconds
Average Average FGS Time (UNFILTERED): .1277756000 seconds
Average Runtime: 1705.2520000000 seconds

Running Program 5/7: ./bin/parallel_filtered_main 100 110 96 1.6 55 ./datasets/smallscale/dummy-data.bin ./datasets/smallscale/dummy-queries.bin ./datasets/smallscale/gt_k=100.bin
Run 1:
Total Recall (ALL): 99.8065%
Average Recall (ALL): 99.8186%
Total Recall (Filtered): 99.9986%
Average Recall (Filtered): 99.9988%
Total Recall (Unfiltered): 99.6399%
Average Recall (Unfiltered): 99.6399%
Index Time: 2328.43 seconds
Total Query Time (ALL): 44.5327 seconds
Average FGS Time (ALL): 0.0708629 seconds
Average FGS Time (Filtered): 0.00888458 seconds
Average FGS Time (Unfiltered): 0.132348 seconds
Program Runtime: 2373.07 seconds

Run 2:
Total Recall (ALL): 99.8112%
Average Recall (ALL): 99.823%
Total Recall (Filtered): 99.9982%
Average Recall (Filtered): 99.9984%
Total Recall (Unfiltered): 99.649%
Average Recall (Unfiltered): 99.649%
Index Time: 2340.26 seconds
Total Query Time (ALL): 59.7108 seconds
Average FGS Time (ALL): 0.095042 seconds
Average FGS Time (Filtered): 0.0117294 seconds
Average FGS Time (Unfiltered): 0.177692 seconds
Program Runtime: 2400.08 seconds

Run 3:
Total Recall (ALL): 99.8107%
Average Recall (ALL): 99.8226%
Total Recall (Filtered): 99.9986%
Average Recall (Filtered): 99.9988%
Total Recall (Unfiltered): 99.6479%
Average Recall (Unfiltered): 99.6479%
Index Time: 2330.34 seconds
Total Query Time (ALL): 44.2797 seconds
Average FGS Time (ALL): 0.0704652 seconds
Average FGS Time (Filtered): 0.00857959 seconds
Average FGS Time (Unfiltered): 0.131859 seconds
Program Runtime: 2374.72 seconds

Run 4:
Total Recall (ALL): 99.812%
Average Recall (ALL): 99.8238%
Total Recall (Filtered): 99.9986%
Average Recall (Filtered): 99.9988%
Total Recall (Unfiltered): 99.6502%
Average Recall (Unfiltered): 99.6502%
Index Time: 2338.91 seconds
Total Query Time (ALL): 44.0117 seconds
Average FGS Time (ALL): 0.0700608 seconds
Average FGS Time (Filtered): 0.00850496 seconds
Average FGS Time (Unfiltered): 0.131127 seconds
Program Runtime: 2383.03 seconds

Run 5:
Total Recall (ALL): 99.811%
Average Recall (ALL): 99.8228%
Total Recall (Filtered): 99.9982%
Average Recall (Filtered): 99.9984%
Total Recall (Unfiltered): 99.6487%
Average Recall (Unfiltered): 99.6487%
Index Time: 2332.44 seconds
Total Query Time (ALL): 44.4662 seconds
Average FGS Time (ALL): 0.070746 seconds
Average FGS Time (Filtered): 0.0085382 seconds
Average FGS Time (Unfiltered): 0.132459 seconds
Program Runtime: 2377.03 seconds

Average Results for Program 5:
Average Total Recall (ALL): 99.8102800000 seconds
Average Average Recall (ALL): 99.8221600000 seconds
Average Total Recall (FILTERED): 99.9984400000 seconds
Average Average Recall (FILTERED): 99.9986400000 seconds
Average Total Recall (UNFILTERED): 99.6471400000 seconds
Average Average Recall (UNFILTERED): 99.6471400000 seconds
Average Index Time: 2334.0760000000 seconds
Average Total Query Time (ALL): 47.4002200000 seconds
Average Average FGS Time (ALL): .0754353800 seconds
Average Average FGS Time (FILTERED): .0092473460 seconds
Average Average FGS Time (UNFILTERED): .1410970000 seconds
Average Runtime: 2381.5860000000 seconds

Running Program 6/7: ./bin/parallel_filtered_main 100 110 96 1.8 55 ./datasets/smallscale/dummy-data.bin ./datasets/smallscale/dummy-queries.bin ./datasets/smallscale/gt_k=100.bin
Run 1:
Total Recall (ALL): 99.8039%
Average Recall (ALL): 99.8162%
Total Recall (Filtered): 99.9982%
Average Recall (Filtered): 99.9984%
Total Recall (Unfiltered): 99.6355%
Average Recall (Unfiltered): 99.6355%
Index Time: 2421.03 seconds
Total Query Time (ALL): 44.4335 seconds
Average FGS Time (ALL): 0.0707067 seconds
Average FGS Time (Filtered): 0.00860095 seconds
Average FGS Time (Unfiltered): 0.132319 seconds
Program Runtime: 2465.58 seconds

Run 2:
Total Recall (ALL): 99.8009%
Average Recall (ALL): 99.8134%
Total Recall (Filtered): 99.9972%
Average Recall (Filtered): 99.9976%
Total Recall (Unfiltered): 99.6308%
Average Recall (Unfiltered): 99.6308%
Index Time: 2618.56 seconds
Total Query Time (ALL): 54.8421 seconds
Average FGS Time (ALL): 0.0871817 seconds
Average FGS Time (Filtered): 0.0107501 seconds
Average FGS Time (Unfiltered): 0.163006 seconds
Program Runtime: 2673.53 seconds