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powerboxes
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run
Base run
on
main
at
db09f08
compared to head run on
main
at
08c63a5
from
5 months ago
-58%
IMPROVEMENTS
0
REGRESSIONS
9
UNTOUCHED
140
NEW
0
DROPPED
0
IGNORED
0
Benchmarks
Failed
test_rtree_nms[float32]
Regression
bindings/tests/test_speed.py::test_rtree_nms[float32]
-29%
91.9 µs
128.7 µs
test_rtree_nms[float64]
Regression
bindings/tests/test_speed.py::test_rtree_nms[float64]
-29%
93.9 µs
132.4 µs
test_rtree_nms[int16]
Regression
bindings/tests/test_speed.py::test_rtree_nms[int16]
-28%
88.3 µs
123.2 µs
test_rtree_nms[int32]
Regression
bindings/tests/test_speed.py::test_rtree_nms[int32]
-28%
90.5 µs
125.6 µs
test_rtree_nms[int64]
Regression
bindings/tests/test_speed.py::test_rtree_nms[int64]
-27%
94.1 µs
128.3 µs
test_rtree_nms_many_boxes[10000]
Regression
bindings/tests/test_speed.py::test_rtree_nms_many_boxes[10000]
-55%
7.5 ms
16.7 ms
test_rtree_nms_many_boxes[1000]
Regression
bindings/tests/test_speed.py::test_rtree_nms_many_boxes[1000]
-52%
632.5 µs
1,307 µs
test_rtree_nms_many_boxes[20000]
Regression
bindings/tests/test_speed.py::test_rtree_nms_many_boxes[20000]
-58%
15.8 ms
37.2 ms
test_rtree_nms_many_boxes[5000]
Regression
bindings/tests/test_speed.py::test_rtree_nms_many_boxes[5000]
-56%
3.5 ms
7.9 ms
Passed
parallel giou distance benchmark
powerboxesrs/benches/bench_iou.rs::benches::parallel_giou_distance_benchmark::parallel giou distance benchmark
+18%
489.4 µs
415.9 µs
parallel iou distance benchmark
powerboxesrs/benches/bench_iou.rs::benches::parallel_iou_distance_benchmark::parallel iou distance benchmark
+6%
282.2 µs
265.8 µs
test_box_convert_xywh_cxcywh[uint16]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[uint16]
+5%
36.1 µs
34.5 µs
test_box_convert_xywh_xyxy[uint16]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[uint16]
+4%
35.7 µs
34.2 µs
test_parallel_iou_distance[int32]
bindings/tests/test_speed.py::test_parallel_iou_distance[int32]
+4%
379 µs
363.6 µs
test_box_convert_cxcywh_xywh[uint16]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[uint16]
+4%
35.9 µs
34.5 µs
test_parallel_iou_distance[uint32]
bindings/tests/test_speed.py::test_parallel_iou_distance[uint32]
+4%
354.5 µs
341.4 µs
test_box_convert_cxcywh_xyxy[uint16]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[uint16]
+4%
35.6 µs
34.4 µs
test_box_convert_cxcywh_xyxy[int16]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[int16]
+3%
35.9 µs
34.7 µs
test_boxes_areas[uint16]
bindings/tests/test_speed.py::test_boxes_areas[uint16]
+3%
33.9 µs
32.8 µs
test_nms[int16]
bindings/tests/test_speed.py::test_nms[int16]
+3%
77.8 µs
75.5 µs
test_nms[uint8]
bindings/tests/test_speed.py::test_nms[uint8]
+3%
76 µs
74 µs
test_nms[uint16]
bindings/tests/test_speed.py::test_nms[uint16]
+3%
78.5 µs
76.5 µs
test_nms_many_boxes[1000]
bindings/tests/test_speed.py::test_nms_many_boxes[1000]
+3%
1.8 ms
1.8 ms
test_parallel_iou_distance[int16]
bindings/tests/test_speed.py::test_parallel_iou_distance[int16]
+3%
410.8 µs
400.3 µs
test_box_convert_xywh_xyxy[int16]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[int16]
+3%
35.7 µs
34.8 µs
test_box_convert_xywh_cxcywh[uint8]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[uint8]
+3%
35.1 µs
34.2 µs
test_nms[uint64]
bindings/tests/test_speed.py::test_nms[uint64]
+3%
81.7 µs
79.7 µs
test_nms[uint32]
bindings/tests/test_speed.py::test_nms[uint32]
+3%
79.1 µs
77.1 µs
test_nms[int32]
bindings/tests/test_speed.py::test_nms[int32]
+3%
79 µs
77.1 µs
test_box_convert_cxcywh_xywh[uint8]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[uint8]
+2%
35.5 µs
34.7 µs
test_box_convert_xyxy_cxcywh[uint16]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[uint16]
+2%
36 µs
35.2 µs
test_box_convert_cxcywh_xyxy[uint32]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[uint32]
+2%
37.2 µs
36.4 µs
test_box_convert_cxcywh_xywh[uint32]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[uint32]
+2%
36.9 µs
36.1 µs
test_box_convert_cxcywh_xyxy[uint8]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[uint8]
+2%
35.4 µs
34.7 µs
test_box_convert_xyxy_xywh[uint16]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[uint16]
+2%
35.8 µs
35 µs
test_nms[int64]
bindings/tests/test_speed.py::test_nms[int64]
+2%
81.3 µs
79.6 µs
test_box_convert_xywh_xyxy[uint8]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[uint8]
+2%
35.2 µs
34.4 µs
test_boxes_areas[uint8]
bindings/tests/test_speed.py::test_boxes_areas[uint8]
+2%
34.6 µs
33.8 µs
test_box_convert_xyxy_xywh[int32]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[int32]
+2%
36.6 µs
35.9 µs
test_box_convert_xyxy_xywh[uint64]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[uint64]
+2%
41.1 µs
40.3 µs
test_box_convert_xywh_xyxy[int32]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[int32]
+2%
36.7 µs
36 µs
test_nms_many_boxes[10000]
bindings/tests/test_speed.py::test_nms_many_boxes[10000]
+2%
197 ms
193.5 ms
test_nms_many_boxes[20000]
bindings/tests/test_speed.py::test_nms_many_boxes[20000]
+2%
765.8 ms
752 ms
test_nms_many_boxes[5000]
bindings/tests/test_speed.py::test_nms_many_boxes[5000]
+2%
49.6 ms
48.7 ms
test_box_convert_xywh_cxcywh[int16]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[int16]
+2%
36 µs
35.4 µs
test_box_convert_xyxy_cxcywh[uint8]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[uint8]
+2%
35.6 µs
35 µs
test_box_convert_xyxy_xywh[int64]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[int64]
+2%
40.8 µs
40.1 µs
test_box_convert_xyxy_cxcywh[int16]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[int16]
+2%
36 µs
35.4 µs
test_boxes_areas[int16]
bindings/tests/test_speed.py::test_boxes_areas[int16]
+2%
33.3 µs
32.7 µs
test_box_convert_xyxy_cxcywh[uint64]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[uint64]
+2%
41.1 µs
40.5 µs
test_boxes_areas[uint64]
bindings/tests/test_speed.py::test_boxes_areas[uint64]
+2%
35.9 µs
35.4 µs
test_box_convert_xyxy_xywh[int16]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[int16]
+2%
35.5 µs
34.9 µs
test_nms[float32]
bindings/tests/test_speed.py::test_nms[float32]
+2%
71.8 µs
70.8 µs
test_box_convert_xywh_xyxy[float32]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[float32]
+1%
36.7 µs
36.2 µs
test_box_convert_xyxy_xywh[uint8]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[uint8]
+1%
36.3 µs
35.8 µs
test_box_convert_xyxy_xywh[uint32]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[uint32]
+1%
36.8 µs
36.3 µs
test_box_convert_xywh_cxcywh[int32]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[int32]
+1%
37 µs
36.5 µs
test_boxes_areas[float32]
bindings/tests/test_speed.py::test_boxes_areas[float32]
+1%
34.4 µs
34 µs
test_box_convert_xyxy_cxcywh[float32]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[float32]
+1%
36.8 µs
36.3 µs
test_boxes_areas[uint32]
bindings/tests/test_speed.py::test_boxes_areas[uint32]
+1%
34.5 µs
34.1 µs
test_box_convert_cxcywh_xywh[int32]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[int32]
+1%
37 µs
36.5 µs
test_iou_distance[uint64]
bindings/tests/test_speed.py::test_iou_distance[uint64]
+1%
295.7 µs
292.1 µs
test_box_convert_xyxy_cxcywh[uint32]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[uint32]
+1%
36.8 µs
36.4 µs
test_remove_small_boxes[uint16]
bindings/tests/test_speed.py::test_remove_small_boxes[uint16]
+1%
33.5 µs
33.1 µs
test_box_convert_cxcywh_xywh[uint64]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[uint64]
+1%
40.8 µs
40.3 µs
test_box_convert_cxcywh_xyxy[float64]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[float64]
+1%
40.6 µs
40.2 µs
test_box_convert_cxcywh_xyxy[int64]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[int64]
+1%
41.1 µs
40.7 µs
test_box_convert_xywh_cxcywh[float32]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[float32]
+1%
36.8 µs
36.4 µs
test_box_convert_cxcywh_xyxy[uint64]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[uint64]
+1%
40.9 µs
40.4 µs
test_boxes_areas[int64]
bindings/tests/test_speed.py::test_boxes_areas[int64]
+1%
35.9 µs
35.6 µs
test_box_convert_cxcywh_xyxy[int32]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[int32]
+1%
36.8 µs
36.4 µs
test_box_convert_xywh_xyxy[int64]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[int64]
+1%
40.8 µs
40.3 µs
test_box_convert_cxcywh_xywh[float32]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[float32]
+1%
36.7 µs
36.4 µs
test_boxes_areas[int32]
bindings/tests/test_speed.py::test_boxes_areas[int32]
+1%
34.4 µs
34 µs
test_box_convert_xyxy_cxcywh[int64]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[int64]
+1%
41.1 µs
40.7 µs
test_box_convert_xyxy_cxcywh[int32]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[int32]
+1%
36.9 µs
36.6 µs
test_remove_small_boxes[int32]
bindings/tests/test_speed.py::test_remove_small_boxes[int32]
+1%
35 µs
34.7 µs
test_box_convert_xywh_xyxy[uint64]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[uint64]
+1%
40.7 µs
40.4 µs
test_box_convert_xywh_cxcywh[uint32]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[uint32]
+1%
36.7 µs
36.4 µs
test_box_convert_xywh_cxcywh[uint64]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[uint64]
+1%
40.8 µs
40.5 µs
test_tiou_distance[int16]
bindings/tests/test_speed.py::test_tiou_distance[int16]
+1%
190 µs
188.6 µs
test_box_convert_xywh_xyxy[uint32]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[uint32]
+1%
37.3 µs
37.1 µs
test_remove_small_boxes[uint32]
bindings/tests/test_speed.py::test_remove_small_boxes[uint32]
+1%
35.8 µs
35.5 µs
test_box_convert_xywh_xyxy[float64]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[float64]
+1%
40.6 µs
40.3 µs
test_box_convert_xywh_cxcywh[int64]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[int64]
+1%
40.9 µs
40.6 µs
test_box_convert_xywh_cxcywh[float64]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[float64]
+1%
40.7 µs
40.5 µs
test_box_convert_cxcywh_xywh[int16]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[int16]
+1%
35.6 µs
35.4 µs
test_remove_small_boxes[uint8]
bindings/tests/test_speed.py::test_remove_small_boxes[uint8]
+1%
35 µs
34.8 µs
test_tiou_distance[uint16]
bindings/tests/test_speed.py::test_tiou_distance[uint16]
+1%
196.8 µs
195.7 µs
test_tiou_distance[float32]
bindings/tests/test_speed.py::test_tiou_distance[float32]
+1%
197.7 µs
196.6 µs
test_iou_distance[float32]
bindings/tests/test_speed.py::test_iou_distance[float32]
+1%
188.2 µs
187.2 µs
test_parallel_iou_distance[uint8]
bindings/tests/test_speed.py::test_parallel_iou_distance[uint8]
0%
372.9 µs
371.1 µs
test_iou_distance[float64]
bindings/tests/test_speed.py::test_iou_distance[float64]
0%
195.5 µs
194.6 µs
test_box_convert_cxcywh_xyxy[float32]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[float32]
0%
38.2 µs
38 µs
test_iou_distance[int32]
bindings/tests/test_speed.py::test_iou_distance[int32]
0%
272.7 µs
271.6 µs
test_tiou_distance[uint8]
bindings/tests/test_speed.py::test_tiou_distance[uint8]
0%
206.5 µs
205.7 µs
test_tiou_distance[int32]
bindings/tests/test_speed.py::test_tiou_distance[int32]
0%
224.4 µs
223.5 µs
test_iou_distance[uint16]
bindings/tests/test_speed.py::test_iou_distance[uint16]
0%
295.9 µs
294.8 µs
test_tiou_distance[float64]
bindings/tests/test_speed.py::test_tiou_distance[float64]
0%
197.8 µs
197.1 µs
test_iou_distance[uint8]
bindings/tests/test_speed.py::test_iou_distance[uint8]
0%
291.2 µs
290.2 µs
test_remove_small_boxes[int64]
bindings/tests/test_speed.py::test_remove_small_boxes[int64]
0%
36.4 µs
36.3 µs
test_nms[float64]
bindings/tests/test_speed.py::test_nms[float64]
0%
76.9 µs
76.7 µs
test_iou_distance[int16]
bindings/tests/test_speed.py::test_iou_distance[int16]
0%
295.7 µs
294.8 µs
test_diou_distance[float32]
bindings/tests/test_speed.py::test_diou_distance[float32]
0%
201.3 µs
200.8 µs
test_remove_small_boxes[uint64]
bindings/tests/test_speed.py::test_remove_small_boxes[uint64]
0%
36.7 µs
36.6 µs
test_iou_distance[uint32]
bindings/tests/test_speed.py::test_iou_distance[uint32]
0%
272.5 µs
271.8 µs
test_giou_distance[int16]
bindings/tests/test_speed.py::test_giou_distance[int16]
0%
368.7 µs
367.7 µs
test_diou_distance[float64]
bindings/tests/test_speed.py::test_diou_distance[float64]
0%
200.8 µs
200.4 µs
test_tiou_distance[uint32]
bindings/tests/test_speed.py::test_tiou_distance[uint32]
0%
243.9 µs
243.3 µs
iou distance benchmark
powerboxesrs/benches/bench_iou.rs::benches::iou_distance_benchmark::iou distance benchmark
0%
213.7 µs
213.3 µs
test_giou_distance[uint16]
bindings/tests/test_speed.py::test_giou_distance[uint16]
0%
368.6 µs
368 µs
test_tiou_distance[uint64]
bindings/tests/test_speed.py::test_tiou_distance[uint64]
0%
321.5 µs
320.9 µs
test_giou_distance[uint8]
bindings/tests/test_speed.py::test_giou_distance[uint8]
0%
403 µs
402.4 µs
test_box_convert_xyxy_cxcywh[float64]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[float64]
0%
40.8 µs
40.7 µs
test_rotated_iou_distance[float64]
bindings/tests/test_speed.py::test_rotated_iou_distance[float64]
0%
12.8 ms
12.8 ms
test_parallel_giou_distance[int16]
bindings/tests/test_speed.py::test_parallel_giou_distance[int16]
0%
368.4 µs
367.9 µs
test_parallel_giou_distance[uint8]
bindings/tests/test_speed.py::test_parallel_giou_distance[uint8]
0%
403.4 µs
402.8 µs
test_giou_distance[int64]
bindings/tests/test_speed.py::test_giou_distance[int64]
0%
381.6 µs
381.1 µs
test_parallel_giou_distance[int32]
bindings/tests/test_speed.py::test_parallel_giou_distance[int32]
0%
375.7 µs
375.3 µs
test_parallel_giou_distance[float32]
bindings/tests/test_speed.py::test_parallel_giou_distance[float32]
0%
267.8 µs
267.4 µs
test_parallel_giou_distance[uint64]
bindings/tests/test_speed.py::test_parallel_giou_distance[uint64]
0%
401.3 µs
400.8 µs
test_giou_distance[uint64]
bindings/tests/test_speed.py::test_giou_distance[uint64]
0%
401.5 µs
401 µs
test_giou_distance[float32]
bindings/tests/test_speed.py::test_giou_distance[float32]
0%
268.6 µs
268.4 µs
test_giou_distance[int32]
bindings/tests/test_speed.py::test_giou_distance[int32]
0%
375.7 µs
375.3 µs
test_parallel_giou_distance[uint16]
bindings/tests/test_speed.py::test_parallel_giou_distance[uint16]
0%
368.3 µs
368 µs
test_parallel_giou_distance[float64]
bindings/tests/test_speed.py::test_parallel_giou_distance[float64]
0%
269.4 µs
269.2 µs
test_parallel_giou_distance[uint32]
bindings/tests/test_speed.py::test_parallel_giou_distance[uint32]
0%
375.6 µs
375.4 µs
test_giou_distance[float64]
bindings/tests/test_speed.py::test_giou_distance[float64]
0%
268.4 µs
268.2 µs
test_parallel_giou_distance[int64]
bindings/tests/test_speed.py::test_parallel_giou_distance[int64]
0%
381.5 µs
381.3 µs
test_box_convert_xyxy_xywh[float64]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[float64]
0%
43.6 µs
43.6 µs
test_giou_distance[uint32]
bindings/tests/test_speed.py::test_giou_distance[uint32]
0%
375.6 µs
375.6 µs
test_masks_to_boxes
bindings/tests/test_speed.py::test_masks_to_boxes
0%
9.4 ms
9.4 ms
test_rotated_tiou_distance[float64]
bindings/tests/test_speed.py::test_rotated_tiou_distance[float64]
0%
191.8 µs
191.9 µs
test_box_convert_cxcywh_xywh[int64]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[int64]
0%
40.8 µs
40.9 µs
test_box_convert_xyxy_xywh[float32]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[float32]
0%
36.6 µs
36.6 µs
test_rotated_giou_distance[float64]
bindings/tests/test_speed.py::test_rotated_giou_distance[float64]
0%
12.3 ms
12.4 ms
test_remove_small_boxes[int16]
bindings/tests/test_speed.py::test_remove_small_boxes[int16]
0%
33.4 µs
33.4 µs
test_remove_small_boxes[float32]
bindings/tests/test_speed.py::test_remove_small_boxes[float32]
0%
34.6 µs
34.8 µs
test_box_convert_cxcywh_xywh[float64]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[float64]
0%
40.7 µs
40.9 µs
test_remove_small_boxes[float64]
bindings/tests/test_speed.py::test_remove_small_boxes[float64]
-1%
39.2 µs
39.4 µs
test_tiou_distance[int64]
bindings/tests/test_speed.py::test_tiou_distance[int64]
-1%
275.5 µs
277.5 µs
test_boxes_areas[float64]
bindings/tests/test_speed.py::test_boxes_areas[float64]
-1%
38.4 µs
38.7 µs
test_parallel_iou_distance[uint16]
bindings/tests/test_speed.py::test_parallel_iou_distance[uint16]
-2%
403.1 µs
409.9 µs
test_iou_distance[int64]
bindings/tests/test_speed.py::test_iou_distance[int64]
-2%
284.1 µs
289.1 µs
giou distance benchmark
powerboxesrs/benches/bench_iou.rs::benches::giou_distance_benchmark::giou distance benchmark
-2%
270.6 µs
275.6 µs
test_parallel_iou_distance[uint64]
bindings/tests/test_speed.py::test_parallel_iou_distance[uint64]
-2%
368.1 µs
375.2 µs
test_parallel_iou_distance[int64]
bindings/tests/test_speed.py::test_parallel_iou_distance[int64]
-3%
363 µs
373 µs
test_parallel_iou_distance[float64]
bindings/tests/test_speed.py::test_parallel_iou_distance[float64]
-6%
243.7 µs
259.8 µs
test_parallel_iou_distance[float32]
bindings/tests/test_speed.py::test_parallel_iou_distance[float32]
-9%
237.6 µs
259.8 µs
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