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powerboxes
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run
Base run
on
main
at
d550464
compared to head run on
main
at
d12aefe
from
10 months ago
×2.5
IMPROVEMENTS
9
REGRESSIONS
0
UNTOUCHED
138
NEW
2
DROPPED
0
IGNORED
0
Benchmarks
Improved
test_rtree_nms_many_boxes[10000]
bindings/tests/test_speed.py::test_rtree_nms_many_boxes[10000]
×2.5
19.1 ms
7.5 ms
test_rtree_nms_many_boxes[20000]
bindings/tests/test_speed.py::test_rtree_nms_many_boxes[20000]
×2.5
39.8 ms
15.9 ms
test_rtree_nms_many_boxes[5000]
bindings/tests/test_speed.py::test_rtree_nms_many_boxes[5000]
×2.5
8.7 ms
3.5 ms
test_rtree_nms_many_boxes[1000]
bindings/tests/test_speed.py::test_rtree_nms_many_boxes[1000]
×2.3
1,440.6 µs
630 µs
test_rtree_nms[float64]
bindings/tests/test_speed.py::test_rtree_nms[float64]
+68%
157.3 µs
93.4 µs
test_rtree_nms[int64]
bindings/tests/test_speed.py::test_rtree_nms[int64]
+55%
145.7 µs
94.2 µs
test_rtree_nms[int16]
bindings/tests/test_speed.py::test_rtree_nms[int16]
+50%
131.7 µs
87.6 µs
test_rtree_nms[int32]
bindings/tests/test_speed.py::test_rtree_nms[int32]
+43%
129.6 µs
90.3 µs
test_rtree_nms[float32]
bindings/tests/test_speed.py::test_rtree_nms[float32]
+31%
121 µs
92.4 µs
New
test_diou_distance[float32]
bindings/tests/test_speed.py::test_diou_distance[float32]
N/A
N/A
777.3 µs
test_diou_distance[float64]
bindings/tests/test_speed.py::test_diou_distance[float64]
N/A
N/A
772.6 µs
Passed
test_nms_many_boxes[1000]
bindings/tests/test_speed.py::test_nms_many_boxes[1000]
+12%
2 ms
1.8 ms
test_parallel_iou_distance[int64]
bindings/tests/test_speed.py::test_parallel_iou_distance[int64]
+6%
386.7 µs
363.4 µs
test_parallel_iou_distance[int16]
bindings/tests/test_speed.py::test_parallel_iou_distance[int16]
+6%
426.2 µs
403.6 µs
test_remove_small_boxes[float64]
bindings/tests/test_speed.py::test_remove_small_boxes[float64]
+5%
41.7 µs
39.5 µs
test_remove_small_boxes[float32]
bindings/tests/test_speed.py::test_remove_small_boxes[float32]
+5%
37 µs
35.3 µs
test_parallel_iou_distance[uint16]
bindings/tests/test_speed.py::test_parallel_iou_distance[uint16]
+3%
409.6 µs
397.8 µs
test_parallel_iou_distance[uint8]
bindings/tests/test_speed.py::test_parallel_iou_distance[uint8]
+3%
383.8 µs
373.1 µs
test_nms_many_boxes[10000]
bindings/tests/test_speed.py::test_nms_many_boxes[10000]
+3%
202 ms
196.9 ms
test_giou_distance[uint16]
bindings/tests/test_speed.py::test_giou_distance[uint16]
+2%
377.3 µs
368.5 µs
test_giou_distance[int16]
bindings/tests/test_speed.py::test_giou_distance[int16]
+2%
377.1 µs
368.4 µs
test_parallel_giou_distance[int16]
bindings/tests/test_speed.py::test_parallel_giou_distance[int16]
+2%
377.3 µs
368.6 µs
test_parallel_giou_distance[uint16]
bindings/tests/test_speed.py::test_parallel_giou_distance[uint16]
+2%
377.2 µs
368.6 µs
test_iou_distance[float64]
bindings/tests/test_speed.py::test_iou_distance[float64]
+2%
195 µs
192 µs
test_giou_distance[uint64]
bindings/tests/test_speed.py::test_giou_distance[uint64]
+1%
407.2 µs
401.5 µs
test_giou_distance[uint8]
bindings/tests/test_speed.py::test_giou_distance[uint8]
+1%
408.4 µs
402.9 µs
test_parallel_giou_distance[uint64]
bindings/tests/test_speed.py::test_parallel_giou_distance[uint64]
+1%
407 µs
401.6 µs
test_parallel_giou_distance[uint8]
bindings/tests/test_speed.py::test_parallel_giou_distance[uint8]
+1%
409 µs
403.6 µs
test_nms[float32]
bindings/tests/test_speed.py::test_nms[float32]
+1%
72.4 µs
71.6 µs
test_parallel_giou_distance[int32]
bindings/tests/test_speed.py::test_parallel_giou_distance[int32]
+1%
379.1 µs
375.9 µs
test_giou_distance[int32]
bindings/tests/test_speed.py::test_giou_distance[int32]
+1%
378.8 µs
376.1 µs
test_iou_distance[uint8]
bindings/tests/test_speed.py::test_iou_distance[uint8]
+1%
291.5 µs
289.4 µs
test_box_convert_xyxy_cxcywh[int16]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[int16]
+1%
36.1 µs
35.9 µs
test_nms[int16]
bindings/tests/test_speed.py::test_nms[int16]
+1%
78.2 µs
77.8 µs
test_remove_small_boxes[uint64]
bindings/tests/test_speed.py::test_remove_small_boxes[uint64]
+1%
36.7 µs
36.5 µs
test_box_convert_xywh_xyxy[int16]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[int16]
0%
35.5 µs
35.3 µs
test_nms[int32]
bindings/tests/test_speed.py::test_nms[int32]
0%
79.4 µs
79.1 µs
test_box_convert_cxcywh_xyxy[uint16]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[uint16]
0%
35.7 µs
35.5 µs
test_box_convert_xyxy_cxcywh[float32]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[float32]
0%
37 µs
36.9 µs
test_boxes_areas[float64]
bindings/tests/test_speed.py::test_boxes_areas[float64]
0%
39.3 µs
39.2 µs
test_remove_small_boxes[int32]
bindings/tests/test_speed.py::test_remove_small_boxes[int32]
0%
35.2 µs
35.1 µs
test_iou_distance[float32]
bindings/tests/test_speed.py::test_iou_distance[float32]
0%
188.8 µs
188.4 µs
test_box_convert_cxcywh_xyxy[float64]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[float64]
0%
40.8 µs
40.7 µs
test_box_convert_xywh_cxcywh[uint64]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[uint64]
0%
40.7 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_nms_many_boxes[5000]
bindings/tests/test_speed.py::test_nms_many_boxes[5000]
0%
49.7 ms
49.7 ms
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_boxes_areas[int16]
bindings/tests/test_speed.py::test_boxes_areas[int16]
0%
33.6 µs
33.6 µs
test_giou_distance[float64]
bindings/tests/test_speed.py::test_giou_distance[float64]
0%
268.9 µs
268.6 µs
test_box_convert_cxcywh_xyxy[uint64]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[uint64]
0%
40.7 µs
40.7 µs
test_nms[uint16]
bindings/tests/test_speed.py::test_nms[uint16]
0%
78.4 µs
78.3 µs
test_parallel_giou_distance[int64]
bindings/tests/test_speed.py::test_parallel_giou_distance[int64]
0%
382 µs
381.8 µs
test_iou_distance[int64]
bindings/tests/test_speed.py::test_iou_distance[int64]
0%
284.5 µs
284.3 µs
test_box_convert_xywh_xyxy[uint64]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[uint64]
0%
40.6 µs
40.6 µs
test_iou_distance[uint16]
bindings/tests/test_speed.py::test_iou_distance[uint16]
0%
296 µs
295.8 µs
test_box_convert_cxcywh_xywh[uint16]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[uint16]
0%
35.6 µs
35.6 µs
test_box_convert_xyxy_xywh[int64]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[int64]
0%
40.7 µs
40.7 µs
test_giou_distance[float32]
bindings/tests/test_speed.py::test_giou_distance[float32]
0%
269 µs
268.9 µs
test_giou_distance[int64]
bindings/tests/test_speed.py::test_giou_distance[int64]
0%
381.9 µs
381.8 µs
test_iou_distance[uint32]
bindings/tests/test_speed.py::test_iou_distance[uint32]
0%
272.6 µs
272.5 µs
test_box_convert_xyxy_cxcywh[uint8]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[uint8]
0%
35.3 µs
35.3 µs
test_tiou_distance[uint32]
bindings/tests/test_speed.py::test_tiou_distance[uint32]
0%
243.9 µs
243.9 µs
test_parallel_giou_distance[float64]
bindings/tests/test_speed.py::test_parallel_giou_distance[float64]
0%
269.7 µs
269.7 µs
test_masks_to_boxes
bindings/tests/test_speed.py::test_masks_to_boxes
0%
9.4 ms
9.4 ms
test_giou_distance[uint32]
bindings/tests/test_speed.py::test_giou_distance[uint32]
0%
375.9 µs
375.9 µs
giou distance benchmark
powerboxesrs/benches/bench_iou.rs::benches::giou_distance_benchmark::giou distance benchmark
0%
270 µs
270 µs
iou distance benchmark
powerboxesrs/benches/bench_iou.rs::benches::iou_distance_benchmark::iou distance benchmark
0%
213.3 µs
213.3 µs
test_rotated_giou_distance[float64]
bindings/tests/test_speed.py::test_rotated_giou_distance[float64]
0%
12.3 ms
12.3 ms
test_tiou_distance[uint64]
bindings/tests/test_speed.py::test_tiou_distance[uint64]
0%
321.5 µs
321.6 µs
test_parallel_giou_distance[float32]
bindings/tests/test_speed.py::test_parallel_giou_distance[float32]
0%
268.1 µs
268.2 µs
test_boxes_areas[uint32]
bindings/tests/test_speed.py::test_boxes_areas[uint32]
0%
34.4 µs
34.4 µs
test_parallel_giou_distance[uint32]
bindings/tests/test_speed.py::test_parallel_giou_distance[uint32]
0%
375.9 µs
376.1 µs
test_iou_distance[int16]
bindings/tests/test_speed.py::test_iou_distance[int16]
0%
296.1 µs
296.2 µs
test_iou_distance[uint64]
bindings/tests/test_speed.py::test_iou_distance[uint64]
0%
295.3 µs
295.5 µs
test_boxes_areas[int32]
bindings/tests/test_speed.py::test_boxes_areas[int32]
0%
34.5 µs
34.5 µs
test_box_convert_xyxy_xywh[int32]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[int32]
0%
36.5 µs
36.6 µs
test_box_convert_xywh_cxcywh[int64]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[int64]
0%
41 µs
41 µs
test_remove_small_boxes[uint16]
bindings/tests/test_speed.py::test_remove_small_boxes[uint16]
0%
33.7 µs
33.8 µs
test_tiou_distance[float64]
bindings/tests/test_speed.py::test_tiou_distance[float64]
0%
197.9 µs
198.2 µs
test_box_convert_xywh_cxcywh[uint32]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[uint32]
0%
36.7 µs
36.7 µs
test_box_convert_xyxy_xywh[uint8]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[uint8]
0%
36.5 µs
36.6 µs
test_box_convert_xywh_xyxy[int64]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[int64]
0%
40.6 µs
40.7 µs
test_box_convert_xyxy_xywh[uint32]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[uint32]
0%
36.7 µs
36.7 µs
test_box_convert_xyxy_cxcywh[int64]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[int64]
0%
40.9 µs
40.9 µs
test_tiou_distance[int32]
bindings/tests/test_speed.py::test_tiou_distance[int32]
0%
224.5 µs
224.8 µs
test_tiou_distance[uint8]
bindings/tests/test_speed.py::test_tiou_distance[uint8]
0%
206.4 µs
206.7 µs
test_tiou_distance[int64]
bindings/tests/test_speed.py::test_tiou_distance[int64]
0%
275.2 µs
275.6 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_cxcywh[int32]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[int32]
0%
36.9 µs
37 µs
test_box_convert_xyxy_xywh[uint64]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[uint64]
0%
40.5 µs
40.6 µs
test_box_convert_cxcywh_xywh[float64]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[float64]
0%
40.7 µs
40.8 µs
test_box_convert_xyxy_cxcywh[uint16]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[uint16]
0%
35.7 µs
35.8 µs
test_box_convert_cxcywh_xywh[int16]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[int16]
0%
35.9 µs
35.9 µs
test_remove_small_boxes[int16]
bindings/tests/test_speed.py::test_remove_small_boxes[int16]
0%
33.7 µs
33.8 µs
test_rotated_tiou_distance[float64]
bindings/tests/test_speed.py::test_rotated_tiou_distance[float64]
0%
192.1 µs
192.5 µs
test_boxes_areas[float32]
bindings/tests/test_speed.py::test_boxes_areas[float32]
0%
34.5 µs
34.6 µs
test_tiou_distance[uint16]
bindings/tests/test_speed.py::test_tiou_distance[uint16]
0%
196.4 µs
196.9 µs
test_nms[int64]
bindings/tests/test_speed.py::test_nms[int64]
0%
81.4 µs
81.5 µs
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_tiou_distance[int16]
bindings/tests/test_speed.py::test_tiou_distance[int16]
0%
189.4 µs
189.9 µs
test_tiou_distance[float32]
bindings/tests/test_speed.py::test_tiou_distance[float32]
0%
197.4 µs
197.9 µs
test_nms_many_boxes[20000]
bindings/tests/test_speed.py::test_nms_many_boxes[20000]
0%
763.9 ms
765.9 ms
test_box_convert_xyxy_xywh[float64]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[float64]
0%
43.5 µs
43.6 µs
test_boxes_areas[uint8]
bindings/tests/test_speed.py::test_boxes_areas[uint8]
0%
34.6 µs
34.7 µs
test_box_convert_xyxy_cxcywh[uint64]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[uint64]
0%
40.7 µs
40.8 µs
test_box_convert_cxcywh_xyxy[uint32]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[uint32]
0%
36.6 µs
36.8 µs
test_boxes_areas[uint16]
bindings/tests/test_speed.py::test_boxes_areas[uint16]
0%
33.8 µs
33.9 µs
test_box_convert_xywh_xyxy[int32]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[int32]
0%
36.5 µs
36.6 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_box_convert_xyxy_cxcywh[float64]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[float64]
0%
40.4 µs
40.6 µs
test_nms[uint64]
bindings/tests/test_speed.py::test_nms[uint64]
0%
81.2 µs
81.5 µs
test_box_convert_xywh_xyxy[uint16]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[uint16]
0%
35.5 µs
35.7 µs
test_box_convert_cxcywh_xyxy[int64]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[int64]
0%
40.6 µs
40.8 µs
test_remove_small_boxes[int64]
bindings/tests/test_speed.py::test_remove_small_boxes[int64]
0%
36.5 µs
36.6 µs
test_box_convert_xywh_xyxy[float32]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[float32]
0%
36.5 µs
36.7 µs
test_box_convert_cxcywh_xywh[uint64]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[uint64]
0%
40.6 µs
40.8 µs
test_box_convert_xywh_cxcywh[int32]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[int32]
0%
37 µs
37.1 µs
test_box_convert_cxcywh_xywh[float32]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[float32]
-1%
36.8 µs
37 µs
test_box_convert_cxcywh_xyxy[int32]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[int32]
-1%
36.9 µs
37.1 µs
test_box_convert_xywh_cxcywh[float64]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[float64]
-1%
40.7 µs
40.9 µs
test_box_convert_cxcywh_xyxy[uint8]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[uint8]
-1%
35.1 µs
35.2 µs
test_box_convert_xyxy_cxcywh[uint32]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[uint32]
-1%
36.5 µs
36.7 µs
test_box_convert_cxcywh_xywh[uint32]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[uint32]
-1%
36.7 µs
36.9 µs
test_box_convert_cxcywh_xyxy[float32]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[float32]
-1%
37.9 µs
38.2 µs
test_box_convert_cxcywh_xywh[uint8]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[uint8]
-1%
35 µs
35.2 µs
test_box_convert_xywh_xyxy[float64]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[float64]
-1%
40.4 µs
40.7 µs
test_boxes_areas[int64]
bindings/tests/test_speed.py::test_boxes_areas[int64]
-1%
36.1 µs
36.3 µs
test_remove_small_boxes[uint8]
bindings/tests/test_speed.py::test_remove_small_boxes[uint8]
-1%
35.3 µs
35.5 µs
test_box_convert_cxcywh_xywh[int64]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[int64]
-1%
40.8 µs
41.1 µs
test_box_convert_xyxy_xywh[float32]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[float32]
-1%
36.5 µs
36.8 µs
test_box_convert_xywh_xyxy[uint8]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[uint8]
-1%
34.8 µs
35 µs
test_iou_distance[int32]
bindings/tests/test_speed.py::test_iou_distance[int32]
-1%
272.8 µs
274.8 µs
test_box_convert_xywh_cxcywh[float32]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[float32]
-1%
36.6 µs
36.9 µs
test_box_convert_cxcywh_xyxy[int16]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[int16]
-1%
35.7 µs
36 µs
test_parallel_iou_distance[uint64]
bindings/tests/test_speed.py::test_parallel_iou_distance[uint64]
-1%
370.5 µs
373.7 µs
test_box_convert_xywh_cxcywh[uint8]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[uint8]
-1%
35.2 µs
35.5 µs
test_nms[uint32]
bindings/tests/test_speed.py::test_nms[uint32]
-1%
78.6 µs
79.4 µs
test_nms[float64]
bindings/tests/test_speed.py::test_nms[float64]
-1%
76.9 µs
77.7 µs
test_box_convert_xywh_cxcywh[uint16]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[uint16]
-1%
35.5 µs
35.9 µs
test_boxes_areas[uint64]
bindings/tests/test_speed.py::test_boxes_areas[uint64]
-1%
36 µs
36.5 µs
test_box_convert_xywh_xyxy[uint32]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[uint32]
-2%
36.6 µs
37.3 µs
test_remove_small_boxes[uint32]
bindings/tests/test_speed.py::test_remove_small_boxes[uint32]
-2%
35 µs
35.8 µs
test_nms[uint8]
bindings/tests/test_speed.py::test_nms[uint8]
-3%
73.9 µs
76.3 µs
test_parallel_iou_distance[int32]
bindings/tests/test_speed.py::test_parallel_iou_distance[int32]
-3%
353.8 µs
365.4 µs
test_parallel_iou_distance[float32]
bindings/tests/test_speed.py::test_parallel_iou_distance[float32]
-4%
245.7 µs
256.9 µs
test_parallel_iou_distance[uint32]
bindings/tests/test_speed.py::test_parallel_iou_distance[uint32]
-5%
353.7 µs
372 µs
parallel iou distance benchmark
powerboxesrs/benches/bench_iou.rs::benches::parallel_iou_distance_benchmark::parallel iou distance benchmark
-8%
287 µs
313.6 µs
parallel giou distance benchmark
powerboxesrs/benches/bench_iou.rs::benches::parallel_giou_distance_benchmark::parallel giou distance benchmark
-10%
439.5 µs
487.4 µs
test_parallel_iou_distance[float64]
bindings/tests/test_speed.py::test_parallel_iou_distance[float64]
-10%
242 µs
269.2 µs
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