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NC.tsv
We can make this file beautiful and searchable if this error is corrected: It looks like row 6 should actually have 1 column, instead of 10 in line 5.
134 lines (134 loc) · 6.9 KB
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NC.tsv
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###################################
# scenario: NC
# net: mid-caffenet
# strategy: naive
###################################
RunID Batch0 Batch1 Batch2 Batch3 Batch4 Batch5 Batch6 Batch7 Batch8
0 17,93% 14,60% 11,48% 10,74% 9,87% 10,83% 11,05% 11,01% 11,22%
1 17,94% 11,83% 9,05% 10,41% 11,11% 9,51% 10,71% 11,16% 10,75%
2 17,89% 13,50% 10,92% 11,92% 11,52% 9,26% 9,89% 8,69% 11,22%
3 17,98% 14,05% 11,21% 10,84% 11,88% 12,96% 11,78% 11,27% 9,68%
4 17,94% 13,85% 11,24% 10,50% 12,05% 12,32% 9,03% 11,19% 10,97%
5 17,91% 12,34% 11,14% 11,82% 11,98% 10,71% 10,61% 8,90% 11,48%
6 17,88% 13,51% 11,33% 9,98% 9,15% 10,89% 9,60% 10,74% 10,65%
7 17,89% 12,89% 10,73% 12,31% 11,57% 12,02% 10,19% 9,06% 9,68%
8 17,88% 12,33% 11,22% 11,88% 11,81% 11,53% 10,17% 9,08% 11,09%
9 17,93% 14,02% 12,78% 10,34% 11,40% 11,51% 10,77% 12,96% 12,53%
avg 17,92% 13,21% 10,92% 11,16% 11,22% 11,11% 10,34% 10,12% 10,75%
dev.std 0,03% 0,90% 0,91% 0,82% 0,97% 1,17% 0,78% 1,40% 0,84%
###################################
# scenario: NC
# net: mid-caffenet
# strategy: copyweights_with_reinit
###################################
RunID Batch0 Batch1 Batch2 Batch3 Batch4 Batch5 Batch6 Batch7 Batch8
0 15,99% 21,53% 25,62% 27,72% 29,11% 30,84% 32,79% 37,23% 40,87%
1 15,99% 19,98% 23,69% 26,93% 31,18% 33,54% 37,93% 41,55% 43,63%
2 15,99% 20,66% 24,57% 28,50% 32,97% 35,79% 37,39% 39,23% 43,52%
3 15,99% 19,70% 22,86% 25,90% 29,85% 32,38% 37,01% 40,71% 42,09%
4 15,99% 21,96% 25,36% 28,21% 32,20% 37,44% 39,04% 40,46% 42,51%
5 15,99% 20,13% 26,17% 31,72% 35,46% 36,36% 38,06% 39,79% 42,11%
6 15,99% 20,66% 26,39% 29,52% 31,56% 33,11% 34,56% 36,40% 40,48%
7 15,99% 20,19% 24,53% 29,78% 33,71% 38,49% 40,43% 42,36% 43,64%
8 15,99% 20,13% 26,17% 28,69% 34,24% 35,34% 36,79% 38,38% 42,00%
9 15,99% 19,70% 24,77% 27,54% 29,28% 31,41% 34,20% 37,95% 42,02%
avg 15,99% 20,55% 25,04% 28,55% 32,25% 34,81% 37,11% 39,57% 42,32%
dev.std 0,00% 0,76% 1,15% 1,63% 2,16% 2,60% 2,34% 1,92% 1,09%
###################################
# scenario: NC
# net: mid-caffenet
# strategy: cumulative
###################################
RunID Batch0 Batch1 Batch2 Batch3 Batch4 Batch5 Batch6 Batch7 Batch8
0 17,94% 25,09% 31,30% 37,76% 43,39% 47,66% 52,35% 58,06% 65,17%
1 17,94% 24,42% 30,94% 35,75% 42,72% 47,48% 54,48% 60,63% 65,56%
2 17,90% 25,72% 31,79% 38,73% 46,48% 50,14% 54,47% 59,17% 64,89%
3 17,94% 22,93% 28,46% 35,63% 42,87% 48,71% 54,38% 59,80% 62,87%
4 17,92% 26,00% 31,08% 35,82% 43,91% 50,09% 53,92% 59,81% 64,77%
avg 17,93% 24,83% 30,71% 36,74% 43,87% 48,82% 53,92% 59,49% 64,65%
dev.std 0,02% 1,23% 1,30% 1,42% 1,53% 1,28% 0,91% 0,95% 1,04%
###################################
# scenario: NC
# net: mid-vgg
# strategy: naive
###################################
RunID Batch0 Batch1 Batch2 Batch3 Batch4 Batch5 Batch6 Batch7 Batch8
0 17,98% 13,26% 10,40% 9,05% 7,82% 8,84% 10,58% 9,72% 9,26%
1 17,97% 10,99% 7,40% 9,32% 9,18% 8,65% 9,88% 9,53% 11,10%
2 17,98% 9,98% 9,26% 9,54% 9,17% 8,18% 8,59% 7,47% 9,08%
3 17,98% 13,01% 9,09% 9,75% 9,64% 10,48% 9,84% 10,22% 8,28%
4 17,98% 12,67% 9,86% 9,31% 10,43% 10,16% 8,34% 11,04% 9,44%
5 17,98% 11,16% 10,09% 10,38% 9,98% 9,58% 8,63% 7,64% 10,02%
6 17,98% 9,99% 8,76% 7,69% 7,84% 9,35% 9,33% 10,27% 9,23%
7 17,98% 12,02% 10,68% 10,92% 10,61% 10,75% 9,33% 7,65% 8,56%
8 17,98% 11,15% 10,06% 10,40% 10,28% 9,32% 8,46% 7,62% 9,06%
9 17,98% 13,00% 10,48% 8,78% 8,26% 10,55% 9,26% 11,06% 10,12%
avg 17,98% 11,58% 9,51% 9,60% 9,44% 9,48% 9,22% 9,02% 9,34%
dev.std 0,00% 1,24% 1,00% 0,93% 1,05% 0,88% 0,73% 1,48% 0,82%
###################################
# scenario: NC
# net: mid-vgg
# strategy: copyweights_with_reinit
###################################
RunID Batch1 Batch2 Batch3 Batch4 Batch5 Batch6 Batch7 Batch8
0 17,48% 21,02% 23,87% 27,52% 29,80% 31,36% 33,23% 36,87% 39,32%
1 17,48% 22,18% 24,79% 27,10% 30,23% 31,47% 34,93% 37,55% 38,95%
2 17,48% 21,63% 25,23% 28,59% 32,58% 34,09% 35,31% 37,23% 39,39%
3 17,48% 20,20% 22,75% 26,68% 29,76% 31,69% 34,23% 37,67% 38,87%
4 17,48% 22,32% 24,94% 27,10% 30,45% 33,28% 34,96% 36,72% 39,21%
5 17,48% 20,44% 25,09% 28,50% 31,71% 34,45% 35,95% 37,76% 39,17%
6 17,48% 21,63% 24,95% 27,54% 29,89% 32,56% 33,77% 35,48% 38,89%
7 17,48% 20,64% 24,76% 28,99% 32,11% 34,65% 36,24% 38,21% 39,46%
8 17,48% 20,44% 25,09% 27,44% 30,35% 33,46% 34,66% 36,46% 39,03%
9 17,48% 20,20% 23,93% 26,82% 28,18% 29,85% 32,76% 35,44% 38,92%
avg 17,48% 21,17% 24,61% 27,72% 30,76% 33,00% 34,81% 37,11% 39,14%
dev.std 0,00% 0,81% 0,78% 0,80% 1,30% 1,57% 1,12% 0,94% 0,22%
###################################
# scenario: NC
# net: mid-vgg
# strategy: cumulative
###################################
RunID Batch0 Batch1 Batch2 Batch3 Batch4 Batch5 Batch6 Batch7 Batch8
0 17,98% 26,10% 32,46% 40,00% 45,71% 50,72% 54,14% 63,58% 70,35%
1 17,98% 25,89% 32,95% 38,42% 45,41% 50,55% 58,28% 64,41% 70,40%
2 17,97% 26,24% 33,23% 40,61% 48,60% 54,03% 58,79% 63,08% 70,72%
3 17,98% 24,78% 31,04% 38,55% 45,84% 51,45% 58,78% 67,38% 69,59%
4 17,98% 26,58% 32,95% 38,72% 46,29% 52,14% 58,78% 61,89% 70,99%
avg 17,98% 25,92% 32,53% 39,26% 46,37% 51,78% 57,75% 64,07% 70,41%
dev.std 0,00% 0,68% 0,88% 0,98% 1,29% 1,41% 2,03% 2,06% 0,53%
###################################
# scenario: NC
# net: mid-caffenet
# strategy: copyweights
###################################
RunID Batch0 Batch1 Batch2 Batch3 Batch4 Batch5 Batch6 Batch7 Batch8
0 13,93% 16,39% 18,26% 20,19% 20,76% 21,89% 22,69% 25,54% 27,34%
1 13,90% 15,94% 17,28% 19,55% 21,96% 23,11% 26,23% 28,57% 29,11%
2 13,91% 15,58% 18,12% 20,46% 23,79% 25,53% 26,57% 27,15% 30,09%
3 13,92% 15,72% 16,87% 19,02% 21,87% 23,61% 26,78% 28,81% 29,98%
4 13,90% 15,82% 17,67% 18,85% 21,82% 24,54% 24,65% 25,34% 27,34%
5 13,90% 15,55% 19,32% 22,70% 24,83% 24,88% 26,23% 26,78% 27,76%
6 13,91% 15,58% 18,71% 20,78% 21,64% 22,08% 23,05% 24,00% 26,34%
7 13,91% 14,99% 17,68% 21,29% 23,41% 26,50% 27,69% 28,37% 29,56%
8 13,90% 15,55% 19,32% 20,38% 23,46% 24,24% 25,34% 25,95% 27,53%
9 13,90% 15,72% 17,74% 18,95% 19,73% 20,83% 23,12% 26,33% 28,19%
avg 13,91% 15,68% 18,14% 20,36% 22,62% 24,04% 25,47% 26,72% 28,34%
dev.std 0,01% 0,35% 0,82% 1,21% 1,53% 1,77% 1,77% 1,57% 1,28%
###################################
# scenario: NC
# net: mid-caffenet
# strategy: freezeweights
###################################
RunID Batch0 Batch1 Batch2 Batch3 Batch4 Batch5 Batch6 Batch7 Batch8
0 13,93% 9,00% 8,15% 8,72% 10,01% 8,80% 10,21% 12,78% 14,98%
1 13,90% 7,99% 8,22% 7,54% 10,64% 12,00% 13,88% 16,34% 16,70%
2 13,91% 8,78% 8,41% 10,56% 10,91% 11,12% 8,17% 10,23% 13,29%
3 13,92% 8,02% 6,72% 8,44% 9,72% 12,54% 16,64% 13,38% 14,49%
4 13,90% 8,18% 7,12% 7,77% 11,12% 13,69% 12,62% 12,25% 13,89%
5 13,90% 7,61% 8,85% 9,83% 10,85% 9,51% 11,20% 11,98% 11,48%
6 13,91% 8,78% 10,59% 7,92% 7,78% 9,50% 12,59% 11,52% 15,01%
7 13,91% 7,95% 8,46% 9,72% 10,03% 13,90% 10,77% 11,32% 9,85%
8 13,90% 7,61% 8,85% 8,69% 11,83% 11,28% 10,92% 11,42% 12,95%
9 13,90% 8,02% 8,62% 9,60% 7,50% 8,26% 12,68% 16,15% 15,86%
avg 13,91% 8,21% 8,37% 8,80% 10,32% 11,37% 11,89% 12,36% 13,63%
dev.std 0,01% 0,49% 1,04% 1,01% 1,41% 2,00% 2,30% 2,04% 2,05%