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Optimize colorize using matmul and inplace operations

#1437
Comparing
optimize_colorize
(
6b0982b
) with
main
(
184ef3c
)
CodSpeed Performance Gauge
-11%
Regressions
1
Untouched
42

Benchmarks

Failed

test_layout[forceatlas2_layout]Regression
datashader/tests/benchmarks/test_layout.py::test_layout[forceatlas2_layout]
CodSpeed Performance Gauge
-11%
70.9 ms80 ms

Passed

test_quadmesh_raster[512]
datashader/tests/benchmarks/test_quadmesh.py::test_quadmesh_raster[512]
CodSpeed Performance Gauge
+9%
15.9 ms14.6 ms
test_quadmesh_raster[1024]
datashader/tests/benchmarks/test_quadmesh.py::test_quadmesh_raster[1024]
CodSpeed Performance Gauge
+3%
18.8 ms18.2 ms
test_quadmesh_raster[256]
datashader/tests/benchmarks/test_quadmesh.py::test_quadmesh_raster[256]
CodSpeed Performance Gauge
+3%
15.3 ms14.8 ms
test_quadmesh_curvilinear[256]
datashader/tests/benchmarks/test_quadmesh.py::test_quadmesh_curvilinear[256]
CodSpeed Performance Gauge
+2%
53.6 ms52.4 ms
test_dask_raster[256]
datashader/tests/benchmarks/test_raster.py::test_dask_raster[256]
CodSpeed Performance Gauge
+2%
159.4 ms156.3 ms
test_draw_line_left_border
datashader/tests/benchmarks/test_draw_line.py::test_draw_line_left_border
CodSpeed Performance Gauge
+1%
21.9 µs21.8 µs
test_quadmesh_raster[2048]
datashader/tests/benchmarks/test_quadmesh.py::test_quadmesh_raster[2048]
CodSpeed Performance Gauge
0%
112.3 ms111.9 ms
test_bundle[random_layout-hammer_bundle]
datashader/tests/benchmarks/test_bundling.py::test_bundle[random_layout-hammer_bundle]
CodSpeed Performance Gauge
0%
299.4 ms298.5 ms
test_draw_line_diagonal
datashader/tests/benchmarks/test_draw_line.py::test_draw_line_diagonal
CodSpeed Performance Gauge
0%
21.9 µs21.8 µs
test_dask_raster[512]
datashader/tests/benchmarks/test_raster.py::test_dask_raster[512]
CodSpeed Performance Gauge
0%
93.1 ms93 ms
test_quadmesh_rectilinear[1024]
datashader/tests/benchmarks/test_quadmesh.py::test_quadmesh_rectilinear[1024]
CodSpeed Performance Gauge
0%
94.2 ms94.1 ms
test_bundle[circular_layout-connect_edges]
datashader/tests/benchmarks/test_bundling.py::test_bundle[circular_layout-connect_edges]
CodSpeed Performance Gauge
0%
5.5 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_bundle[forceatlas2_layout-connect_edges]
datashader/tests/benchmarks/test_bundling.py::test_bundle[forceatlas2_layout-connect_edges]
CodSpeed Performance Gauge
0%
5.5 ms5.5 ms
test_bundle[forceatlas2_layout-hammer_bundle]
datashader/tests/benchmarks/test_bundling.py::test_bundle[forceatlas2_layout-hammer_bundle]
CodSpeed Performance Gauge
0%
299.7 ms299.5 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_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[256]
datashader/tests/benchmarks/test_quadmesh.py::test_quadmesh_rectilinear[256]
CodSpeed Performance Gauge
0%
58.1 ms58.1 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_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[-100000-0]
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[0-100000]
datashader/tests/benchmarks/test_extend_line.py::test_extend_line_uniform[0-100000]
CodSpeed Performance Gauge
0%
197.1 ms197.1 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_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_line
datashader/tests/benchmarks/test_canvas.py::test_line
CodSpeed Performance Gauge
0%
2.5 s2.5 s
test_points
datashader/tests/benchmarks/test_canvas.py::test_points
CodSpeed Performance Gauge
0%
293 ms293 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_quadmesh_rectilinear[4096]
datashader/tests/benchmarks/test_quadmesh.py::test_quadmesh_rectilinear[4096]
CodSpeed Performance Gauge
0%
1.1 s1.1 s
test_quadmesh_curvilinear[8192]
datashader/tests/benchmarks/test_quadmesh.py::test_quadmesh_curvilinear[8192]
CodSpeed Performance Gauge
0%
13.4 s13.4 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[circular_layout-hammer_bundle]
datashader/tests/benchmarks/test_bundling.py::test_bundle[circular_layout-hammer_bundle]
CodSpeed Performance Gauge
0%
300.5 ms300.6 ms
test_quadmesh_raster[8192]
datashader/tests/benchmarks/test_quadmesh.py::test_quadmesh_raster[8192]
CodSpeed Performance Gauge
0%
690.4 ms690.9 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[4096]
datashader/tests/benchmarks/test_raster.py::test_dask_raster[4096]
CodSpeed Performance Gauge
0%
930.2 ms931 ms
test_draw_line_offset
datashader/tests/benchmarks/test_draw_line.py::test_draw_line_offset
CodSpeed Performance Gauge
0%
21.2 µs21.3 µs
test_quadmesh_curvilinear[2048]
datashader/tests/benchmarks/test_quadmesh.py::test_quadmesh_curvilinear[2048]
CodSpeed Performance Gauge
0%
883.6 ms886.2 ms
test_layout[circular_layout]
datashader/tests/benchmarks/test_layout.py::test_layout[circular_layout]
CodSpeed Performance Gauge
0%
649 µs651.5 µs
test_quadmesh_curvilinear[512]
datashader/tests/benchmarks/test_quadmesh.py::test_quadmesh_curvilinear[512]
CodSpeed Performance Gauge
0%
84 ms84.3 ms
test_dask_raster[2048]
datashader/tests/benchmarks/test_raster.py::test_dask_raster[2048]
CodSpeed Performance Gauge
0%
285 ms286.3 ms
test_quadmesh_raster[4096]
datashader/tests/benchmarks/test_quadmesh.py::test_quadmesh_raster[4096]
CodSpeed Performance Gauge
0%
231.8 ms232.8 ms
test_layout[random_layout]
datashader/tests/benchmarks/test_layout.py::test_layout[random_layout]
CodSpeed Performance Gauge
-1%
627.2 µs631.1 µs
test_quadmesh_curvilinear[1024]
datashader/tests/benchmarks/test_quadmesh.py::test_quadmesh_curvilinear[1024]
CodSpeed Performance Gauge
-1%
223.7 ms226 ms

Commits

Click on a commit to change the comparison range
Base
main
184ef3c
+11.27%
Merge branch 'main' into optimize_colorize
df4cd39
5 days ago
by philippjfr
-26.55%
Merge branch 'main' into optimize_colorize
fb29fa1
3 days ago
by hoxbro
+29.31%
Merge branch 'main' into optimize_colorize
fb2c16e
3 days ago
by hoxbro
-25.38%
Optimize rgb_array insertion
6b0982b
1 day ago
by hoxbro
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