optimize_colorize - Branch - holoviz/datashader

Optimize colorize using matmul and inplace operations

#1437

Comparing

optimize_colorize

(

36a703c

) with

main

(

a4d57be

)

-18%

Regressions: 1

Untouched: 42

Benchmarks

Failed

test_layout[forceatlas2_layout]

datashader/tests/benchmarks/test_layout.py

Regression

-18%

68.7 ms83.6 ms

Passed

test_quadmesh_curvilinear[256]

datashader/tests/benchmarks/test_quadmesh.py

+2%

51.6 ms50.7 ms

test_dask_raster[256]

datashader/tests/benchmarks/test_raster.py

+1%

155.1 ms153.8 ms

test_quadmesh_curvilinear[2048]

datashader/tests/benchmarks/test_quadmesh.py

+1%

886.4 ms880.8 ms

test_quadmesh_raster[2048]

datashader/tests/benchmarks/test_quadmesh.py

+1%

112.5 ms111.9 ms

test_draw_line_offset

datashader/tests/benchmarks/test_draw_line.py

21.3 µs21.2 µs

test_quadmesh_raster[4096]

datashader/tests/benchmarks/test_quadmesh.py

232.4 ms231.9 ms

test_quadmesh_curvilinear[1024]

datashader/tests/benchmarks/test_quadmesh.py

225.5 ms225.1 ms

test_dask_raster[2048]

datashader/tests/benchmarks/test_raster.py

287.2 ms286.8 ms

test_quadmesh_rectilinear[256]

datashader/tests/benchmarks/test_quadmesh.py

58.1 ms58 ms

test_quadmesh_raster[8192]

datashader/tests/benchmarks/test_quadmesh.py

690.7 ms689.8 ms

test_quadmesh_rectilinear[1024]

datashader/tests/benchmarks/test_quadmesh.py

94.2 ms94 ms

test_bundle[random_layout-hammer_bundle]

datashader/tests/benchmarks/test_bundling.py

299 ms298.7 ms

test_dask_raster[1024]

datashader/tests/benchmarks/test_raster.py

61.7 ms61.7 ms

test_quadmesh_rectilinear[512]

datashader/tests/benchmarks/test_quadmesh.py

66.1 ms66.1 ms

test_dask_raster[8192]

datashader/tests/benchmarks/test_raster.py

3.9 s3.9 s

test_quadmesh_rectilinear[2048]

datashader/tests/benchmarks/test_quadmesh.py

319.2 ms319.2 ms

test_bundle[forceatlas2_layout-hammer_bundle]

datashader/tests/benchmarks/test_bundling.py

299.5 ms299.4 ms

test_quadmesh_curvilinear[8192]

datashader/tests/benchmarks/test_quadmesh.py

13.4 s13.4 s

test_line

datashader/tests/benchmarks/test_canvas.py

2.5 s2.5 s

test_extend_line_normal

datashader/tests/benchmarks/test_extend_line.py

197.2 ms197.2 ms

test_extend_line_uniform[-100000-100000]

datashader/tests/benchmarks/test_extend_line.py

199.7 ms199.7 ms

test_extend_line_uniform[-100000-0]

datashader/tests/benchmarks/test_extend_line.py

196.7 ms196.7 ms

test_extend_line_uniform[0-0]

datashader/tests/benchmarks/test_extend_line.py

196.8 ms196.8 ms

test_quadmesh_rectilinear[8192]

datashader/tests/benchmarks/test_quadmesh.py

4.3 s4.3 s

test_extend_line_uniform[0-100000]

datashader/tests/benchmarks/test_extend_line.py

197.1 ms197.1 ms

test_points

datashader/tests/benchmarks/test_canvas.py

293 ms293 ms

test_bundle[circular_layout-hammer_bundle]

datashader/tests/benchmarks/test_bundling.py

300.6 ms300.6 ms

test_quadmesh_rectilinear[4096]

datashader/tests/benchmarks/test_quadmesh.py

1.1 s1.1 s

test_dask_raster[4096]

datashader/tests/benchmarks/test_raster.py

929.9 ms930.4 ms

test_quadmesh_curvilinear[4096]

datashader/tests/benchmarks/test_quadmesh.py

3.4 s3.4 s

test_layout[random_layout]

datashader/tests/benchmarks/test_layout.py

627.8 µs628.9 µs

test_bundle[forceatlas2_layout-connect_edges]

datashader/tests/benchmarks/test_bundling.py

5.4 ms5.5 ms

test_bundle[circular_layout-connect_edges]

datashader/tests/benchmarks/test_bundling.py

5.4 ms5.5 ms

test_bundle[random_layout-connect_edges]

datashader/tests/benchmarks/test_bundling.py

5.5 ms5.5 ms

test_dask_raster[512]

datashader/tests/benchmarks/test_raster.py

92.7 ms93 ms

test_layout[circular_layout]

datashader/tests/benchmarks/test_layout.py

647.9 µs651.1 µs

test_draw_line_diagonal

datashader/tests/benchmarks/test_draw_line.py

-1%

21.9 µs22 µs

test_draw_line_left_border

datashader/tests/benchmarks/test_draw_line.py

-1%

21.7 µs21.9 µs

test_quadmesh_raster[1024]

datashader/tests/benchmarks/test_quadmesh.py

-1%

17.6 ms17.9 ms

test_quadmesh_raster[512]

datashader/tests/benchmarks/test_quadmesh.py

-3%

15.7 ms16.2 ms

test_quadmesh_curvilinear[512]

datashader/tests/benchmarks/test_quadmesh.py

-5%

81.3 ms85.6 ms

test_quadmesh_raster[256]

datashader/tests/benchmarks/test_quadmesh.py

-7%

14.2 ms15.3 ms

Commits

Click on a commit to change the comparison range

Base

main

a4d57be

+11.27%

Merge branch 'main' into optimize_colorize

df4cd39

2 months ago

by philippjfr

-26.55%

Merge branch 'main' into optimize_colorize

fb29fa1

1 month ago

by hoxbro

+29.31%

Merge branch 'main' into optimize_colorize

fb2c16e

1 month ago

by hoxbro

-25.38%

Optimize rgb_array insertion

6b0982b

1 month ago

by hoxbro

-6.52%

try without nansum_missing

36a703c

1 month ago

by hoxbro

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