Skip to content

ifeanyi-agu: Implemented optimized matrix multiplication #26

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Open
Dreezyagu wants to merge 1 commit into
base: main
Choose a base branch
from
Open

ifeanyi-agu: Implemented optimized matrix multiplication #26

Show file tree
Hide file tree
Changes from all commits
Commits
Show all changes
1 commit
Select commit
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
2 changes: 1 addition & 1 deletion CMakeLists.txt
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -17,7 +17,7 @@ if(APPLE)
endif()


add_executable(matmul main_ans.cpp)
add_executable(matmul main.cpp)


if(OpenMP_CXX_FOUND)
Expand Down
20 changes: 19 additions & 1 deletion README.md
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -124,7 +124,25 @@ Example table format:

| Test Case | Dimensions (m × n × p) | Naive Time (s) | Blocked Time (s) | Parallel Time (s) | Blocked Speedup | Parallel Speedup |
|-----------|------------------------|----------------|------------------|-------------------|-----------------|------------------|
| 0 | 512 × 512 × 512 | 2.345 | 0.987 | 0.543 | 2.38× | 4.32× |
| 0 | (64x64x64) | 0.00214386 | 0.000672817 | 0.000635147 | 3.18639x | 3.37538x |

| 1 | (128x64x128) | 0.00703812 | 0.002666 | 0.00128579 | 2.63996x | 5.47376x |

| 2 | (100x128x56) | 0.00387287 | 0.00181007 | 0.00112391 | 2.13962x | 3.44591x |

| 3 | (128x64x128) | 0.00702 | 0.00264597 | 0.00212383 | 2.65309x | 3.30534x |

| 4 | (32x128x32) | 0.000710011 | 0.000328064 | 0.000580788 | 2.16424x | 1.2225x |

| 5 | (200x100x256) | 0.0298162 | 0.0131412 | 0.00718307 | 2.26891x | 4.15089x |

| 6 | (256x256x256) | 0.0941529 | 0.0425189 | 0.0255198 | 2.21438x | 3.6894x |

| 7 | (256x300x256) | 0.114169 | 0.049474 | 0.0248971 | 2.30765x | 4.58563x |

| 8 | (64x128x64) | 0.00371218 | 0.00167108 | 0.00142503 | 2.22143x | 2.60499x |

| 9 | (256x256x257) | 0.0936329 | 0.0433249 | 0.019872 | 2.16118x | 4.71181x |

---

Expand Down
65 changes: 65 additions & 0 deletions data/0/result.raw
View file
Open in desktop

Large diffs are not rendered by default.

129 changes: 129 additions & 0 deletions data/1/result.raw
View file
Open in desktop

Large diffs are not rendered by default.

101 changes: 101 additions & 0 deletions data/2/result.raw
View file
Open in desktop

Large diffs are not rendered by default.

129 changes: 129 additions & 0 deletions data/3/result.raw
View file
Open in desktop

Large diffs are not rendered by default.

33 changes: 33 additions & 0 deletions data/4/result.raw
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -0,0 +1,33 @@
32 32
475.48 468.33 428.82 481.55 506.37 507.78 537.87 463.84 506.76 414.39 512.99 487.33 465.36 468.75 485.41 480.73 459.31 454.19 438.14 440.61 469.26 463.56 467.42 469.99 442.77 452.45 489.42 432.51 484.39 448.8 490.93 473.63
563.96 559.42 499.7 551.2 587.21 583.6 606.83 511.74 591.58 471.29 558.71 579.73 558.13 563.36 499.87 564.94 547.51 510.83 560.9 510.42 542.97 542.44 554.6 528.53 508.94 483.98 568.68 521.48 587.48 520.53 602.32 575
526.89 504.29 463.09 525.55 544.22 557.04 582.19 454.76 569.98 461.31 547.72 574.63 545.01 547.69 474.66 514.61 514.37 502.19 497.54 490.26 550.37 485.94 493.84 518.77 478.02 455.41 513.96 487.73 565.01 521.46 534.48 541.33
527.69 501.52 431.58 505.09 538.45 569.18 539.08 478.47 546.58 437.63 564.85 549.75 517.79 523.51 472.08 532.48 493.99 511.72 506.92 473.54 534.28 503.49 514.13 526.81 479.08 490.39 502.89 470.83 525.65 525.2 551.06 550.77
521.43 511.76 454.23 495.91 508.85 527.29 538.7 444.46 540.78 456.87 531.08 559.75 508.71 507.2 466.09 498.8 524.41 519.46 519.81 503.67 503.47 503.98 507.03 514.94 468.69 486 529.06 466.93 540.25 465.04 573.17 526.66
516.59 482.96 462.42 505.3 549.25 542.29 526.66 451.21 524.93 451.58 535.14 548.72 522.8 524.97 450.6 508.86 498.94 479.53 524.67 452.56 517.53 516.33 512.98 530.95 488.64 459.11 515.22 468.33 553.04 492.32 559.73 524.01
554.14 542.7 476.12 515.42 555.24 568.66 585.5 464.31 561.49 468.58 550.58 564.56 542.6 528.67 493.69 562.81 495.41 490.55 520.68 507.3 539.17 529.15 510.29 504.64 478.61 460.08 528.51 492.25 568.51 515.03 585.8 535.72
535.47 534.2 476.11 491.1 563.8 539.43 566.03 511.29 575.43 458.74 559.46 585.64 535.67 543.67 493.8 537.73 527.94 472.77 516.49 479.29 531.96 527.25 508.61 510.15 491.98 451.28 558.5 462.3 540.5 499.05 568.2 533.94
504.86 508.32 474.81 505.95 553.57 561.24 594.8 468.55 566.61 455.2 554.8 561.19 520.53 543.19 492.65 549.69 533.97 493.87 494.95 489.46 539.15 522.58 508.3 523.41 488.31 508.7 540.94 464.27 551.35 524.16 541.52 558.8
513.49 514.67 442.63 532.94 504.83 553.06 561.27 463.98 558.56 462.44 555.69 582.45 509.16 513.36 466.79 520.7 520.12 479.48 479.13 489.83 497.55 527.59 511.66 486.07 468.67 494.62 504.64 463.82 543.11 492.82 525.12 506.16
468.81 448.08 406.67 457.58 487.39 508.43 519.29 419.94 495.78 400.22 466.01 453.41 427.29 462.35 436.53 474.76 454.06 445.47 450.22 419.92 481.98 450.29 451.45 433.57 425 437.53 442.25 416.21 488.42 477.04 461.83 498.17
509.81 481.11 433.9 472.62 509.25 514.42 533.8 475.82 511.07 414.89 513.16 562.52 489.08 500.41 480.73 484.38 455.12 464.45 497.08 488.99 528.63 461.29 506.07 498.52 477.87 461.54 482.87 457.14 515.94 483.2 531.67 508.39
583.14 575.92 509.59 561.34 608.86 638.31 648.9 528.51 634.43 511.6 614.87 604.46 574.19 590.26 530.75 587.03 602.11 555.17 574.93 543.08 585.71 585.49 595.45 540.06 535.64 568.89 594.57 520.25 604.18 559.27 617.51 596.06
498.17 485.09 450.29 483.99 546.45 550.83 564.12 479.21 539.18 464.1 545.02 545.05 495.44 504.09 460.43 498.28 510.73 522.57 486.51 441.93 555.5 483.02 496.36 461.5 469.49 476.05 501.89 472.57 530.46 521.82 531.14 551.67
521.48 474.59 459.22 489.14 494.89 546.13 533.78 446.01 530.67 431.26 517.06 483 489.08 530.55 484.21 510.7 479.65 494.09 484.22 478.68 502.32 461.4 507.06 502.8 452.32 470.17 468.3 454.65 528.87 501.22 507.6 498.58
539.56 519.44 511.98 522.8 567.99 576.72 602.07 494.86 600.39 468.32 560.76 570.01 556.43 537.99 520.96 552.86 533.1 483.73 521.24 512.49 531.88 555.02 541.73 523.65 494.02 486.02 557.46 484.28 569.13 515.01 568.72 548.91
499.13 491.77 444.68 489.88 477.95 528.96 551.4 456.04 550.95 426.85 530.07 546.66 496.53 506.1 501.17 517.78 501.36 452.43 470.17 460.23 518.04 469.35 502.29 484.3 451.27 462.98 506.23 451.99 549.18 495.47 499.05 524.56
510.41 514.57 432.8 497.66 524.03 526.07 569.52 440.96 546.9 425.71 509.29 545.24 506.96 521.64 456.93 528.41 533.05 483.69 498.76 494.05 507.62 481.75 473.87 496.75 450.29 453.51 521.27 455.21 521.48 478.97 544.38 562.27
484.66 475.57 409.5 478.58 508.52 510.89 522.22 450 503.99 409.55 507.84 495.76 494.6 468.68 461.59 499.23 476.62 445.97 481.07 470.59 488.8 471.38 475.21 480.36 418.17 452.41 511.95 431.47 493.17 465.76 529.12 498.23
465.72 494.62 410.83 495.06 509.45 492.76 528.56 440.89 540.17 411.82 512.76 487.04 472.91 468.51 479.56 503.65 469.65 441.4 477.23 397.61 492.65 470.97 484.67 475.3 439.85 448.36 452.75 449.17 472.73 442.78 498.11 483.87
490.2 471.19 412.85 426.13 477.28 490.09 523.4 466.82 473.83 415.53 497.44 481.5 463.41 478.42 445.49 468.81 466.76 457 460.85 450.65 480.61 440.46 464.97 447.23 458.11 421.43 476.14 410.54 442.82 450.53 484.67 505.4
569.29 552.8 482.64 551.93 550.29 571.53 634.22 484.46 597.08 481.79 593.92 599.19 555.44 552.82 530.36 569.72 556.89 534.45 557.33 546.03 538.65 571.86 557.16 549.47 515.62 519.85 550.22 524.96 584.62 545.14 579.94 576.74
610.89 594.67 499.65 547.87 611.23 615.66 589.49 537.15 598.72 514.93 589.19 636.07 563.96 586.69 547.19 585.13 604.06 563.87 538.81 542.92 600.44 544.32 572.56 555.58 532.21 542.49 589.79 541.22 590.62 577.58 632.63 612.54
534.72 488.14 420.4 482.6 515.09 530.22 557.14 500.47 538.45 432.27 526.36 552.9 518.56 496.33 452.91 519.8 489.99 491.14 494.72 491.37 514.77 480.23 497.92 501.12 472.37 455.08 542.21 446.94 497.88 496.19 532.3 505.75
537.51 530.01 467.78 525.36 538.95 539.67 572.65 466.25 564.36 459.51 537 541.93 501.71 492.27 498.64 542.55 518.82 442.58 469.67 472.01 547.83 498.29 498.86 473.48 486.27 484.42 521.37 489.52 544.69 487.91 534.65 528.82
486.96 471.09 423.73 476.49 516.28 528.93 521.82 437.57 504.82 420.98 511.42 528.16 511.45 497.65 439.61 479.45 479.19 462.38 458.77 461.98 517.09 470.63 519.76 475.13 457.02 442.9 453.4 432.31 518.16 479.11 510.35 501.77
507.38 486.02 457.1 489.74 511.57 505.54 568.87 440.42 544.02 443.98 542.61 566.87 508.68 512.97 479.04 507.41 506.15 461.57 490.76 484.41 551.57 514.06 506.82 476.86 473.06 472.7 486.31 458.62 557.86 503.79 518.5 545.75
543.03 502.49 463.87 496.4 513.75 527.98 564.68 459.89 551.61 452.32 533.23 539.88 517.65 516.3 478.04 543.05 543.31 471.26 490.59 485.11 500.81 515.12 509.74 509.18 505.03 503.9 518.88 479.92 533.24 493.2 536.26 523.15
492.73 489.15 404.26 494.58 499.12 547.25 512.92 480.52 520.84 440.2 540.02 513.55 484.39 483.82 438.03 496.36 525.23 489.12 475.1 479.17 515.01 490.01 507.99 505.14 471.49 473.51 492.3 461.67 536.08 482.45 536.69 511.38
470.88 469.49 445.51 468.28 481.9 468.55 517.38 417.82 524.07 436.13 497.58 480.71 462.88 509.88 444.71 484.97 462.46 451.58 436.21 435.57 454.28 459.33 466.95 452.7 449.5 428.71 472.57 417.98 510.16 440.92 476.38 487.37
489.98 485.12 443.22 497.87 532.14 557.1 560.34 490 536.71 425.54 525.71 525.49 507.46 535.97 508.98 512.06 519.52 489.35 471.04 477.69 548.62 474.13 503.94 515.43 489.06 475.79 510.13 432.11 523.08 511.93 518.67 556.13
510.04 493.35 453.56 497.04 526.66 562.02 570.9 459.72 548.44 432.93 551.48 500.69 521.26 497.8 462.95 523.29 494.65 471.26 490.03 450.88 505.25 487.01 492.41 483.57 465.25 475.45 498 485.69 571.22 489.51 538.17 534.01
Loading