Massively Parallel 3D Image Reconstruction
Massively Parallel 3D Image Reconstruction
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1. Massively Parallel 3D Image Re…
0
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2. Tomographic Reconstruction
34.601267934601267
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3. Tomographic Reconstruction
80.980980980980988
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4. Model Based Iterative Reconstr…
108.74207540874208
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5. Model Based Iterative Reconstr…
152.78611945278612
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6. Irregular Memory Layout
246.21287954621289
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7. Single-Core Performance Bottle…
323.82382382382383
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8. Parallel Computation Bottlenec…
348.64864864864865
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9. Overview of Results
448.34834834834834
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10. Efficient Computations of MBIR
509.00900900900905
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11. Super-Voxel: Increasing Cache …
523.79045712379047
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12. Three-Dimensional Super-Voxel …
573.20653987320657
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13. Overview: 3 Levels of Parallel…
650.38371705038378
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14. 3D Super-Voxel Buffer
712.278945612279
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15. Block-Transposed Buffer (BTB)
753.85385385385393
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16. Shared Memory Parallelism
835.23523523523522
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17. Multi-Node Parallelism
905.10510510510517
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18. Benchmark Dataset
938.00467133800475
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19. Iron Hydroxide AFRL Dataset Sp…
961.79512846179512
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20. Berkeley Biological Dataset
1086.0193526860194
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21. Berkeley Biological Dataset Sp…
1112.7127127127128
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22. SIMD Speedup
1157.4908241574908
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23. Strong Scaling Efficiency
1193.8271604938273
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24. Conclusions
1215.4154154154155
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