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Optimize colorize using matmul and inplace operations

#1437
Comparing
optimize_colorize
(
36a703c
) with
main
(
a4d57be
)
CodSpeed Performance Gauge
-18%
Regressions
1
Untouched
42

Benchmarks

Failed

test_layout[forceatlas2_layout]Regression
datashader/tests/benchmarks/test_layout.py::test_layout[forceatlas2_layout]
CodSpeed Performance Gauge
-18%
68.7 ms83.6 ms

Passed

test_quadmesh_curvilinear[256]
datashader/tests/benchmarks/test_quadmesh.py::test_quadmesh_curvilinear[256]
CodSpeed Performance Gauge
+2%
51.6 ms50.7 ms
test_dask_raster[256]
datashader/tests/benchmarks/test_raster.py::test_dask_raster[256]
CodSpeed Performance Gauge
+1%
155.1 ms153.8 ms
test_quadmesh_curvilinear[2048]
datashader/tests/benchmarks/test_quadmesh.py::test_quadmesh_curvilinear[2048]
CodSpeed Performance Gauge
+1%
886.4 ms880.8 ms
test_quadmesh_raster[2048]
datashader/tests/benchmarks/test_quadmesh.py::test_quadmesh_raster[2048]
CodSpeed Performance Gauge
+1%
112.5 ms111.9 ms
test_draw_line_offset
datashader/tests/benchmarks/test_draw_line.py::test_draw_line_offset
CodSpeed Performance Gauge
0%
21.3 µs21.2 µs
test_quadmesh_raster[4096]
datashader/tests/benchmarks/test_quadmesh.py::test_quadmesh_raster[4096]
CodSpeed Performance Gauge
0%
232.4 ms231.9 ms
test_quadmesh_curvilinear[1024]
datashader/tests/benchmarks/test_quadmesh.py::test_quadmesh_curvilinear[1024]
CodSpeed Performance Gauge
0%
225.5 ms225.1 ms
test_dask_raster[2048]
datashader/tests/benchmarks/test_raster.py::test_dask_raster[2048]
CodSpeed Performance Gauge
0%
287.2 ms286.8 ms
test_quadmesh_rectilinear[256]
datashader/tests/benchmarks/test_quadmesh.py::test_quadmesh_rectilinear[256]
CodSpeed Performance Gauge
0%
58.1 ms58 ms
test_quadmesh_raster[8192]
datashader/tests/benchmarks/test_quadmesh.py::test_quadmesh_raster[8192]
CodSpeed Performance Gauge
0%
690.7 ms689.8 ms
test_quadmesh_rectilinear[1024]
datashader/tests/benchmarks/test_quadmesh.py::test_quadmesh_rectilinear[1024]
CodSpeed Performance Gauge
0%
94.2 ms94 ms
test_bundle[random_layout-hammer_bundle]
datashader/tests/benchmarks/test_bundling.py::test_bundle[random_layout-hammer_bundle]
CodSpeed Performance Gauge
0%
299 ms298.7 ms
test_dask_raster[1024]
datashader/tests/benchmarks/test_raster.py::test_dask_raster[1024]
CodSpeed Performance Gauge
0%
61.7 ms61.7 ms
test_quadmesh_rectilinear[512]
datashader/tests/benchmarks/test_quadmesh.py::test_quadmesh_rectilinear[512]
CodSpeed Performance Gauge
0%
66.1 ms66.1 ms
test_dask_raster[8192]
datashader/tests/benchmarks/test_raster.py::test_dask_raster[8192]
CodSpeed Performance Gauge
0%
3.9 s3.9 s
test_quadmesh_rectilinear[2048]
datashader/tests/benchmarks/test_quadmesh.py::test_quadmesh_rectilinear[2048]
CodSpeed Performance Gauge
0%
319.2 ms319.2 ms
test_bundle[forceatlas2_layout-hammer_bundle]
datashader/tests/benchmarks/test_bundling.py::test_bundle[forceatlas2_layout-hammer_bundle]
CodSpeed Performance Gauge
0%
299.5 ms299.4 ms
test_quadmesh_curvilinear[8192]
datashader/tests/benchmarks/test_quadmesh.py::test_quadmesh_curvilinear[8192]
CodSpeed Performance Gauge
0%
13.4 s13.4 s
test_line
datashader/tests/benchmarks/test_canvas.py::test_line
CodSpeed Performance Gauge
0%
2.5 s2.5 s
test_extend_line_normal
datashader/tests/benchmarks/test_extend_line.py::test_extend_line_normal
CodSpeed Performance Gauge
0%
197.2 ms197.2 ms
test_extend_line_uniform[-100000-100000]
datashader/tests/benchmarks/test_extend_line.py::test_extend_line_uniform[-100000-100000]
CodSpeed Performance Gauge
0%
199.7 ms199.7 ms
test_extend_line_uniform[-100000-0]
datashader/tests/benchmarks/test_extend_line.py::test_extend_line_uniform[-100000-0]
CodSpeed Performance Gauge
0%
196.7 ms196.7 ms
test_extend_line_uniform[0-0]
datashader/tests/benchmarks/test_extend_line.py::test_extend_line_uniform[0-0]
CodSpeed Performance Gauge
0%
196.8 ms196.8 ms
test_quadmesh_rectilinear[8192]
datashader/tests/benchmarks/test_quadmesh.py::test_quadmesh_rectilinear[8192]
CodSpeed Performance Gauge
0%
4.3 s4.3 s
test_extend_line_uniform[0-100000]
datashader/tests/benchmarks/test_extend_line.py::test_extend_line_uniform[0-100000]
CodSpeed Performance Gauge
0%
197.1 ms197.1 ms
test_points
datashader/tests/benchmarks/test_canvas.py::test_points
CodSpeed Performance Gauge
0%
293 ms293 ms
test_bundle[circular_layout-hammer_bundle]
datashader/tests/benchmarks/test_bundling.py::test_bundle[circular_layout-hammer_bundle]
CodSpeed Performance Gauge
0%
300.6 ms300.6 ms
test_quadmesh_rectilinear[4096]
datashader/tests/benchmarks/test_quadmesh.py::test_quadmesh_rectilinear[4096]
CodSpeed Performance Gauge
0%
1.1 s1.1 s
test_dask_raster[4096]
datashader/tests/benchmarks/test_raster.py::test_dask_raster[4096]
CodSpeed Performance Gauge
0%
929.9 ms930.4 ms
test_quadmesh_curvilinear[4096]
datashader/tests/benchmarks/test_quadmesh.py::test_quadmesh_curvilinear[4096]
CodSpeed Performance Gauge
0%
3.4 s3.4 s
test_layout[random_layout]
datashader/tests/benchmarks/test_layout.py::test_layout[random_layout]
CodSpeed Performance Gauge
0%
627.8 µs628.9 µs
test_bundle[forceatlas2_layout-connect_edges]
datashader/tests/benchmarks/test_bundling.py::test_bundle[forceatlas2_layout-connect_edges]
CodSpeed Performance Gauge
0%
5.4 ms5.5 ms
test_bundle[circular_layout-connect_edges]
datashader/tests/benchmarks/test_bundling.py::test_bundle[circular_layout-connect_edges]
CodSpeed Performance Gauge
0%
5.4 ms5.5 ms
test_bundle[random_layout-connect_edges]
datashader/tests/benchmarks/test_bundling.py::test_bundle[random_layout-connect_edges]
CodSpeed Performance Gauge
0%
5.5 ms5.5 ms
test_dask_raster[512]
datashader/tests/benchmarks/test_raster.py::test_dask_raster[512]
CodSpeed Performance Gauge
0%
92.7 ms93 ms
test_layout[circular_layout]
datashader/tests/benchmarks/test_layout.py::test_layout[circular_layout]
CodSpeed Performance Gauge
0%
647.9 µs651.1 µs
test_draw_line_diagonal
datashader/tests/benchmarks/test_draw_line.py::test_draw_line_diagonal
CodSpeed Performance Gauge
-1%
21.9 µs22 µs
test_draw_line_left_border
datashader/tests/benchmarks/test_draw_line.py::test_draw_line_left_border
CodSpeed Performance Gauge
-1%
21.7 µs21.9 µs
test_quadmesh_raster[1024]
datashader/tests/benchmarks/test_quadmesh.py::test_quadmesh_raster[1024]
CodSpeed Performance Gauge
-1%
17.6 ms17.9 ms
test_quadmesh_raster[512]
datashader/tests/benchmarks/test_quadmesh.py::test_quadmesh_raster[512]
CodSpeed Performance Gauge
-3%
15.7 ms16.2 ms
test_quadmesh_curvilinear[512]
datashader/tests/benchmarks/test_quadmesh.py::test_quadmesh_curvilinear[512]
CodSpeed Performance Gauge
-5%
81.3 ms85.6 ms
test_quadmesh_raster[256]
datashader/tests/benchmarks/test_quadmesh.py::test_quadmesh_raster[256]
CodSpeed Performance Gauge
-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
25 days ago
by philippjfr
-26.55%
Merge branch 'main' into optimize_colorize
fb29fa1
23 days ago
by hoxbro
+29.31%
Merge branch 'main' into optimize_colorize
fb2c16e
23 days ago
by hoxbro
-25.38%
Optimize rgb_array insertion
6b0982b
21 days ago
by hoxbro
-6.52%
try without nansum_missing
36a703c
18 days ago
by hoxbro
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