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powerboxes
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run
Base run
on
main
at
9e65b7b
compared to head run on
main
at
43623e7
from
7 months ago
+22%
IMPROVEMENTS
1
REGRESSIONS
0
UNTOUCHED
148
NEW
0
DROPPED
0
IGNORED
0
Benchmarks
Improved
test_parallel_iou_distance[float64]
bindings/tests/test_speed.py::test_parallel_iou_distance[float64]
+22%
294.9 µs
242.6 µs
Passed
parallel giou distance benchmark
powerboxesrs/benches/bench_iou.rs::benches::parallel_giou_distance_benchmark::parallel giou distance benchmark
+13%
467.9 µs
413.6 µs
test_parallel_iou_distance[uint16]
bindings/tests/test_speed.py::test_parallel_iou_distance[uint16]
+8%
413.9 µs
383.2 µs
test_parallel_iou_distance[int64]
bindings/tests/test_speed.py::test_parallel_iou_distance[int64]
+6%
386.2 µs
362.9 µs
test_parallel_iou_distance[uint64]
bindings/tests/test_speed.py::test_parallel_iou_distance[uint64]
+5%
393.8 µs
375.3 µs
test_parallel_iou_distance[int16]
bindings/tests/test_speed.py::test_parallel_iou_distance[int16]
+4%
422.3 µs
404.8 µs
test_parallel_iou_distance[int32]
bindings/tests/test_speed.py::test_parallel_iou_distance[int32]
+3%
366.2 µs
354.9 µs
test_boxes_areas[uint8]
bindings/tests/test_speed.py::test_boxes_areas[uint8]
+3%
34.8 µs
33.9 µs
test_nms[float32]
bindings/tests/test_speed.py::test_nms[float32]
+2%
72.3 µs
71 µs
test_boxes_areas[uint16]
bindings/tests/test_speed.py::test_boxes_areas[uint16]
+2%
33.6 µs
33.1 µs
test_nms[uint32]
bindings/tests/test_speed.py::test_nms[uint32]
+1%
79.5 µs
78.6 µs
test_box_convert_xyxy_xywh[uint8]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[uint8]
+1%
36.6 µs
36.2 µs
test_parallel_iou_distance[float32]
bindings/tests/test_speed.py::test_parallel_iou_distance[float32]
+1%
236.7 µs
234.4 µs
test_box_convert_xywh_cxcywh[float32]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[float32]
+1%
37 µs
36.7 µs
test_rtree_nms[float32]
bindings/tests/test_speed.py::test_rtree_nms[float32]
+1%
92.8 µs
92.1 µs
test_nms[uint8]
bindings/tests/test_speed.py::test_nms[uint8]
+1%
76.1 µs
75.5 µs
test_box_convert_cxcywh_xywh[int16]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[int16]
+1%
35.9 µs
35.6 µs
test_box_convert_xyxy_cxcywh[int64]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[int64]
+1%
41.3 µs
41 µs
test_box_convert_cxcywh_xyxy[uint16]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[uint16]
+1%
35.8 µs
35.6 µs
test_nms[uint64]
bindings/tests/test_speed.py::test_nms[uint64]
+1%
81.7 µs
81.2 µs
test_remove_small_boxes[int32]
bindings/tests/test_speed.py::test_remove_small_boxes[int32]
+1%
35.2 µs
35 µs
test_rtree_nms[float64]
bindings/tests/test_speed.py::test_rtree_nms[float64]
+1%
94.3 µs
93.8 µs
test_nms[int64]
bindings/tests/test_speed.py::test_nms[int64]
0%
81.6 µs
81.2 µs
test_remove_small_boxes[uint8]
bindings/tests/test_speed.py::test_remove_small_boxes[uint8]
0%
35.4 µs
35.2 µs
test_nms[int16]
bindings/tests/test_speed.py::test_nms[int16]
0%
78.2 µs
77.9 µs
test_nms[uint16]
bindings/tests/test_speed.py::test_nms[uint16]
0%
78.2 µs
77.9 µs
test_box_convert_cxcywh_xyxy[int32]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[int32]
0%
37 µs
36.9 µs
test_box_convert_xyxy_xywh[float64]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[float64]
0%
43.6 µs
43.5 µs
test_nms[int32]
bindings/tests/test_speed.py::test_nms[int32]
0%
79.3 µs
79.1 µs
test_rtree_nms_many_boxes[1000]
bindings/tests/test_speed.py::test_rtree_nms_many_boxes[1000]
0%
632.9 µs
631.5 µs
test_box_convert_xyxy_cxcywh[uint8]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[uint8]
0%
35.3 µs
35.2 µs
test_boxes_areas[uint64]
bindings/tests/test_speed.py::test_boxes_areas[uint64]
0%
36.3 µs
36.2 µs
test_box_convert_cxcywh_xywh[float64]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[float64]
0%
40.7 µs
40.6 µs
test_box_convert_xyxy_cxcywh[int32]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[int32]
0%
37 µs
37 µs
test_box_convert_cxcywh_xyxy[uint8]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[uint8]
0%
35.5 µs
35.4 µs
test_box_convert_xyxy_cxcywh[uint32]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[uint32]
0%
37 µs
36.9 µs
test_remove_small_boxes[uint64]
bindings/tests/test_speed.py::test_remove_small_boxes[uint64]
0%
36.6 µs
36.6 µs
test_box_convert_xywh_xyxy[int64]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[int64]
0%
40.7 µs
40.6 µs
test_nms_many_boxes[1000]
bindings/tests/test_speed.py::test_nms_many_boxes[1000]
0%
1.8 ms
1.8 ms
test_box_convert_xyxy_cxcywh[uint64]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[uint64]
0%
40.9 µs
40.8 µs
test_remove_small_boxes[uint16]
bindings/tests/test_speed.py::test_remove_small_boxes[uint16]
0%
33.7 µs
33.7 µs
test_iou_distance[uint16]
bindings/tests/test_speed.py::test_iou_distance[uint16]
0%
296.3 µs
296 µs
test_box_convert_cxcywh_xyxy[float64]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[float64]
0%
40.9 µs
40.8 µs
test_iou_distance[float32]
bindings/tests/test_speed.py::test_iou_distance[float32]
0%
188.6 µs
188.4 µs
test_rtree_nms[int16]
bindings/tests/test_speed.py::test_rtree_nms[int16]
0%
88.4 µs
88.3 µs
test_parallel_giou_distance[uint8]
bindings/tests/test_speed.py::test_parallel_giou_distance[uint8]
0%
403.8 µs
403.5 µs
test_giou_distance[uint8]
bindings/tests/test_speed.py::test_giou_distance[uint8]
0%
403.1 µs
402.9 µs
test_giou_distance[uint32]
bindings/tests/test_speed.py::test_giou_distance[uint32]
0%
376.1 µs
375.9 µs
test_iou_distance[int64]
bindings/tests/test_speed.py::test_iou_distance[int64]
0%
284.5 µs
284.4 µs
test_box_convert_cxcywh_xywh[int32]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[int32]
0%
36.9 µs
36.9 µs
test_box_convert_xyxy_xywh[int64]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[int64]
0%
40.8 µs
40.7 µs
test_boxes_areas[uint32]
bindings/tests/test_speed.py::test_boxes_areas[uint32]
0%
34.6 µs
34.6 µs
test_tiou_distance[uint8]
bindings/tests/test_speed.py::test_tiou_distance[uint8]
0%
206.7 µs
206.6 µs
test_iou_distance[float64]
bindings/tests/test_speed.py::test_iou_distance[float64]
0%
195.7 µs
195.7 µs
test_tiou_distance[int16]
bindings/tests/test_speed.py::test_tiou_distance[int16]
0%
190 µs
189.9 µs
test_giou_distance[int16]
bindings/tests/test_speed.py::test_giou_distance[int16]
0%
368.7 µs
368.6 µs
test_rtree_nms_many_boxes[10000]
bindings/tests/test_speed.py::test_rtree_nms_many_boxes[10000]
0%
7.5 ms
7.5 ms
test_parallel_giou_distance[int64]
bindings/tests/test_speed.py::test_parallel_giou_distance[int64]
0%
381.7 µs
381.6 µs
test_parallel_giou_distance[uint32]
bindings/tests/test_speed.py::test_parallel_giou_distance[uint32]
0%
376 µs
375.9 µs
test_parallel_giou_distance[int32]
bindings/tests/test_speed.py::test_parallel_giou_distance[int32]
0%
376.3 µs
376.2 µs
test_giou_distance[int32]
bindings/tests/test_speed.py::test_giou_distance[int32]
0%
375.9 µs
375.8 µs
test_giou_distance[float64]
bindings/tests/test_speed.py::test_giou_distance[float64]
0%
268.5 µs
268.5 µs
test_box_convert_cxcywh_xyxy[int16]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[int16]
0%
35.8 µs
35.7 µs
test_tiou_distance[float32]
bindings/tests/test_speed.py::test_tiou_distance[float32]
0%
197.7 µs
197.7 µs
test_giou_distance[int64]
bindings/tests/test_speed.py::test_giou_distance[int64]
0%
381.7 µs
381.7 µs
test_nms_many_boxes[20000]
bindings/tests/test_speed.py::test_nms_many_boxes[20000]
0%
765.9 ms
765.8 ms
test_nms_many_boxes[10000]
bindings/tests/test_speed.py::test_nms_many_boxes[10000]
0%
197 ms
197 ms
test_rotated_tiou_distance[float64]
bindings/tests/test_speed.py::test_rotated_tiou_distance[float64]
0%
192.2 µs
192.2 µs
giou distance benchmark
powerboxesrs/benches/bench_iou.rs::benches::giou_distance_benchmark::giou distance benchmark
0%
270.5 µs
270.5 µs
iou distance benchmark
powerboxesrs/benches/bench_iou.rs::benches::iou_distance_benchmark::iou distance benchmark
0%
213.7 µs
213.7 µs
test_masks_to_boxes
bindings/tests/test_speed.py::test_masks_to_boxes
0%
9.4 ms
9.4 ms
test_giou_distance[uint16]
bindings/tests/test_speed.py::test_giou_distance[uint16]
0%
368.7 µs
368.7 µs
test_tiou_distance[uint16]
bindings/tests/test_speed.py::test_tiou_distance[uint16]
0%
196.9 µs
196.9 µs
test_tiou_distance[uint64]
bindings/tests/test_speed.py::test_tiou_distance[uint64]
0%
321.9 µs
321.9 µs
test_iou_distance[int32]
bindings/tests/test_speed.py::test_iou_distance[int32]
0%
272.9 µs
273 µs
test_parallel_giou_distance[float64]
bindings/tests/test_speed.py::test_parallel_giou_distance[float64]
0%
269.3 µs
269.4 µs
test_parallel_giou_distance[int16]
bindings/tests/test_speed.py::test_parallel_giou_distance[int16]
0%
368.6 µs
368.6 µs
test_iou_distance[int16]
bindings/tests/test_speed.py::test_iou_distance[int16]
0%
296 µs
296.1 µs
test_box_convert_xywh_xyxy[uint8]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[uint8]
0%
35.3 µs
35.3 µs
test_nms_many_boxes[5000]
bindings/tests/test_speed.py::test_nms_many_boxes[5000]
0%
49.6 ms
49.6 ms
test_rtree_nms_many_boxes[20000]
bindings/tests/test_speed.py::test_rtree_nms_many_boxes[20000]
0%
15.8 ms
15.8 ms
test_giou_distance[float32]
bindings/tests/test_speed.py::test_giou_distance[float32]
0%
268.9 µs
269 µs
test_box_convert_xywh_xyxy[int32]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[int32]
0%
36.8 µs
36.8 µs
test_box_convert_xywh_xyxy[uint16]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[uint16]
0%
35.5 µs
35.5 µs
test_iou_distance[uint64]
bindings/tests/test_speed.py::test_iou_distance[uint64]
0%
295.5 µs
295.7 µs
test_tiou_distance[float64]
bindings/tests/test_speed.py::test_tiou_distance[float64]
0%
198 µs
198.1 µs
test_box_convert_cxcywh_xyxy[int64]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[int64]
0%
40.8 µs
40.8 µs
test_boxes_areas[float32]
bindings/tests/test_speed.py::test_boxes_areas[float32]
0%
34.6 µs
34.6 µs
test_parallel_giou_distance[uint64]
bindings/tests/test_speed.py::test_parallel_giou_distance[uint64]
0%
401.2 µs
401.4 µs
test_iou_distance[uint32]
bindings/tests/test_speed.py::test_iou_distance[uint32]
0%
272.7 µs
272.8 µs
test_iou_distance[uint8]
bindings/tests/test_speed.py::test_iou_distance[uint8]
0%
291.4 µs
291.6 µs
test_tiou_distance[int64]
bindings/tests/test_speed.py::test_tiou_distance[int64]
0%
275.6 µs
275.8 µs
test_rtree_nms[int32]
bindings/tests/test_speed.py::test_rtree_nms[int32]
0%
90.9 µs
90.9 µs
test_parallel_giou_distance[uint16]
bindings/tests/test_speed.py::test_parallel_giou_distance[uint16]
0%
368.5 µs
368.8 µs
test_remove_small_boxes[int64]
bindings/tests/test_speed.py::test_remove_small_boxes[int64]
0%
36.5 µs
36.5 µs
test_giou_distance[uint64]
bindings/tests/test_speed.py::test_giou_distance[uint64]
0%
401.2 µs
401.5 µs
test_remove_small_boxes[uint32]
bindings/tests/test_speed.py::test_remove_small_boxes[uint32]
0%
36 µs
36 µs
test_rotated_iou_distance[float64]
bindings/tests/test_speed.py::test_rotated_iou_distance[float64]
0%
12.6 ms
12.6 ms
test_tiou_distance[int32]
bindings/tests/test_speed.py::test_tiou_distance[int32]
0%
224.7 µs
225 µs
test_tiou_distance[uint32]
bindings/tests/test_speed.py::test_tiou_distance[uint32]
0%
244 µs
244.3 µs
test_rotated_giou_distance[float64]
bindings/tests/test_speed.py::test_rotated_giou_distance[float64]
0%
12.1 ms
12.1 ms
test_box_convert_xyxy_xywh[int16]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[int16]
0%
35.4 µs
35.4 µs
test_boxes_areas[int16]
bindings/tests/test_speed.py::test_boxes_areas[int16]
0%
33.4 µs
33.4 µs
test_remove_small_boxes[float64]
bindings/tests/test_speed.py::test_remove_small_boxes[float64]
0%
39.3 µs
39.4 µs
test_box_convert_xywh_cxcywh[int64]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[int64]
0%
40.8 µs
40.9 µs
test_diou_distance[float32]
bindings/tests/test_speed.py::test_diou_distance[float32]
0%
201.6 µs
201.9 µs
test_parallel_giou_distance[float32]
bindings/tests/test_speed.py::test_parallel_giou_distance[float32]
0%
267.8 µs
268.3 µs
test_rtree_nms_many_boxes[5000]
bindings/tests/test_speed.py::test_rtree_nms_many_boxes[5000]
0%
3.5 ms
3.5 ms
test_box_convert_xyxy_cxcywh[int16]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[int16]
0%
35.8 µs
35.9 µs
test_box_convert_xywh_cxcywh[uint64]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[uint64]
0%
40.8 µs
40.8 µs
test_diou_distance[float64]
bindings/tests/test_speed.py::test_diou_distance[float64]
0%
201.1 µs
201.5 µs
test_box_convert_xyxy_cxcywh[float32]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[float32]
0%
36.9 µs
37 µs
test_rtree_nms[int64]
bindings/tests/test_speed.py::test_rtree_nms[int64]
0%
93.8 µs
94.1 µs
test_box_convert_cxcywh_xyxy[uint64]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[uint64]
0%
40.8 µs
40.9 µs
test_box_convert_cxcywh_xywh[uint64]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[uint64]
0%
40.8 µs
40.9 µs
test_box_convert_xyxy_xywh[uint64]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[uint64]
0%
40.7 µs
40.8 µs
test_box_convert_xyxy_xywh[float32]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[float32]
0%
36.8 µs
36.9 µs
test_boxes_areas[float64]
bindings/tests/test_speed.py::test_boxes_areas[float64]
0%
38.7 µs
38.8 µs
test_box_convert_xywh_cxcywh[float64]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[float64]
0%
40.5 µs
40.6 µs
test_box_convert_xywh_xyxy[uint64]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[uint64]
0%
40.6 µs
40.7 µs
test_boxes_areas[int64]
bindings/tests/test_speed.py::test_boxes_areas[int64]
0%
36 µs
36.1 µs
test_box_convert_xyxy_cxcywh[float64]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[float64]
0%
40.8 µs
41 µs
test_box_convert_xywh_cxcywh[uint32]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[uint32]
0%
36.9 µs
37.1 µs
test_box_convert_xyxy_xywh[uint16]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[uint16]
0%
35.6 µs
35.7 µs
test_box_convert_xyxy_xywh[int32]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[int32]
0%
36.7 µs
36.9 µs
test_box_convert_xywh_cxcywh[uint8]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[uint8]
0%
35.3 µs
35.5 µs
test_box_convert_xywh_cxcywh[int16]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[int16]
0%
35.7 µs
35.8 µs
test_nms[float64]
bindings/tests/test_speed.py::test_nms[float64]
-1%
76.8 µs
77.2 µs
test_box_convert_xywh_xyxy[float32]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[float32]
-1%
36.7 µs
36.9 µs
test_box_convert_xyxy_xywh[uint32]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[uint32]
-1%
36.9 µs
37.1 µs
test_box_convert_cxcywh_xywh[int64]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[int64]
-1%
40.8 µs
41 µs
test_box_convert_cxcywh_xyxy[float32]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[float32]
-1%
38 µs
38.3 µs
test_box_convert_xywh_cxcywh[uint16]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[uint16]
-1%
35.6 µs
35.9 µs
test_box_convert_cxcywh_xyxy[uint32]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[uint32]
-1%
36.7 µs
36.9 µs
parallel iou distance benchmark
powerboxesrs/benches/bench_iou.rs::benches::parallel_iou_distance_benchmark::parallel iou distance benchmark
-1%
294.1 µs
296 µs
test_box_convert_xywh_xyxy[uint32]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[uint32]
-1%
37.5 µs
37.8 µs
test_box_convert_cxcywh_xywh[uint8]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[uint8]
-1%
35.1 µs
35.3 µs
test_box_convert_cxcywh_xywh[uint32]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[uint32]
-1%
36.8 µs
37.1 µs
test_box_convert_cxcywh_xywh[float32]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[float32]
-1%
36.7 µs
36.9 µs
test_box_convert_xywh_cxcywh[int32]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[int32]
-1%
36.9 µs
37.2 µs
test_remove_small_boxes[float32]
bindings/tests/test_speed.py::test_remove_small_boxes[float32]
-1%
35.1 µs
35.4 µs
test_parallel_iou_distance[uint32]
bindings/tests/test_speed.py::test_parallel_iou_distance[uint32]
-1%
354.4 µs
357.4 µs
test_boxes_areas[int32]
bindings/tests/test_speed.py::test_boxes_areas[int32]
-1%
34.5 µs
34.8 µs
test_box_convert_xywh_xyxy[float64]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[float64]
-1%
40.4 µs
40.8 µs
test_box_convert_xyxy_cxcywh[uint16]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[uint16]
-1%
35.6 µs
36.1 µs
test_box_convert_cxcywh_xywh[uint16]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[uint16]
-2%
35.5 µs
36.1 µs
test_box_convert_xywh_xyxy[int16]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[int16]
-2%
35.2 µs
35.8 µs
test_parallel_iou_distance[uint8]
bindings/tests/test_speed.py::test_parallel_iou_distance[uint8]
-2%
385.3 µs
392 µs
test_remove_small_boxes[int16]
bindings/tests/test_speed.py::test_remove_small_boxes[int16]
-2%
33.6 µs
34.3 µs
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