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powerboxes
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run
Base run
on
main
at
1c86706
compared to head run on
main
at
e500cba
from
10 months ago
-94%
IMPROVEMENTS
0
REGRESSIONS
1
UNTOUCHED
144
NEW
0
DROPPED
0
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0
Benchmarks
Failed
test_rotated_iou_distance[float64]
Regression
bindings/tests/test_speed.py::test_rotated_iou_distance[float64]
-94%
1.3 ms
19.5 ms
Passed
test_parallel_iou_distance[float64]
bindings/tests/test_speed.py::test_parallel_iou_distance[float64]
+15%
300.7 µs
261.9 µs
test_parallel_iou_distance[uint64]
bindings/tests/test_speed.py::test_parallel_iou_distance[uint64]
+6%
398.2 µs
375.4 µs
test_nms_many_boxes[10000]
bindings/tests/test_speed.py::test_nms_many_boxes[10000]
+4%
204.6 ms
196.4 ms
test_nms_many_boxes[5000]
bindings/tests/test_speed.py::test_nms_many_boxes[5000]
+4%
49.1 ms
47.3 ms
test_parallel_iou_distance[uint8]
bindings/tests/test_speed.py::test_parallel_iou_distance[uint8]
+3%
385.9 µs
373.2 µs
test_parallel_iou_distance[float32]
bindings/tests/test_speed.py::test_parallel_iou_distance[float32]
+3%
249.4 µs
242.1 µs
test_boxes_areas[uint8]
bindings/tests/test_speed.py::test_boxes_areas[uint8]
+2%
34.9 µs
34.1 µs
test_parallel_iou_distance[uint16]
bindings/tests/test_speed.py::test_parallel_iou_distance[uint16]
+2%
422.8 µs
414.4 µs
test_boxes_areas[float32]
bindings/tests/test_speed.py::test_boxes_areas[float32]
+2%
35.1 µs
34.5 µs
test_boxes_areas[uint16]
bindings/tests/test_speed.py::test_boxes_areas[uint16]
+2%
34 µs
33.4 µs
test_box_convert_cxcywh_xyxy[int16]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[int16]
+2%
36.2 µs
35.6 µs
test_box_convert_xywh_cxcywh[uint16]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[uint16]
+2%
36.3 µs
35.7 µs
test_parallel_iou_distance[int32]
bindings/tests/test_speed.py::test_parallel_iou_distance[int32]
+1%
365.8 µs
361.2 µs
test_boxes_areas[int32]
bindings/tests/test_speed.py::test_boxes_areas[int32]
+1%
35 µs
34.6 µs
test_nms[int16]
bindings/tests/test_speed.py::test_nms[int16]
+1%
78.8 µs
77.9 µs
test_box_convert_xywh_xyxy[int16]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[int16]
+1%
35.6 µs
35.2 µs
test_boxes_areas[int16]
bindings/tests/test_speed.py::test_boxes_areas[int16]
+1%
34.9 µs
34.5 µs
test_box_convert_cxcywh_xywh[float32]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[float32]
+1%
37.2 µs
36.7 µs
test_box_convert_xyxy_cxcywh[int16]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[int16]
+1%
36.5 µs
36.1 µs
test_boxes_areas[float64]
bindings/tests/test_speed.py::test_boxes_areas[float64]
+1%
39.4 µs
38.9 µs
test_remove_small_boxes[uint64]
bindings/tests/test_speed.py::test_remove_small_boxes[uint64]
+1%
37.1 µs
36.7 µs
test_box_convert_cxcywh_xyxy[uint16]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[uint16]
+1%
36 µs
35.6 µs
test_nms[int32]
bindings/tests/test_speed.py::test_nms[int32]
+1%
79.7 µs
78.9 µs
test_box_convert_xywh_cxcywh[float64]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[float64]
+1%
40.8 µs
40.4 µs
test_boxes_areas[uint32]
bindings/tests/test_speed.py::test_boxes_areas[uint32]
+1%
34.9 µs
34.6 µs
test_box_convert_xywh_cxcywh[uint64]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[uint64]
+1%
40.9 µs
40.5 µs
test_boxes_areas[int64]
bindings/tests/test_speed.py::test_boxes_areas[int64]
+1%
36.3 µs
36 µs
test_box_convert_cxcywh_xywh[int16]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[int16]
+1%
36.2 µs
36 µs
test_box_convert_xyxy_xywh[uint64]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[uint64]
+1%
41.3 µs
41 µs
test_box_convert_cxcywh_xyxy[uint64]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[uint64]
+1%
40.9 µs
40.6 µs
test_box_convert_cxcywh_xywh[float64]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[float64]
+1%
41 µs
40.7 µs
test_remove_small_boxes[float32]
bindings/tests/test_speed.py::test_remove_small_boxes[float32]
+1%
37.6 µs
37.4 µs
test_parallel_iou_distance[int64]
bindings/tests/test_speed.py::test_parallel_iou_distance[int64]
+1%
386.2 µs
383.8 µs
test_box_convert_xywh_cxcywh[int16]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[int16]
+1%
35.7 µs
35.5 µs
test_remove_small_boxes[uint16]
bindings/tests/test_speed.py::test_remove_small_boxes[uint16]
+1%
34 µs
33.8 µs
test_remove_small_boxes[float64]
bindings/tests/test_speed.py::test_remove_small_boxes[float64]
+1%
41.8 µs
41.6 µs
test_box_convert_xywh_xyxy[int32]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[int32]
+1%
36.9 µs
36.7 µs
test_box_convert_cxcywh_xywh[uint32]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[uint32]
+1%
37.1 µs
36.9 µs
test_nms[float32]
bindings/tests/test_speed.py::test_nms[float32]
+1%
73.3 µs
72.9 µs
test_rtree_nms[float64]
bindings/tests/test_speed.py::test_rtree_nms[float64]
+1%
137.2 µs
136.5 µs
test_boxes_areas[uint64]
bindings/tests/test_speed.py::test_boxes_areas[uint64]
+1%
36.3 µs
36.2 µs
test_box_convert_cxcywh_xywh[int32]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[int32]
0%
37.2 µs
37 µs
test_box_convert_xyxy_xywh[int16]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[int16]
0%
35.5 µs
35.3 µs
test_box_convert_xyxy_xywh[uint8]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[uint8]
0%
36.8 µs
36.7 µs
test_box_convert_xywh_cxcywh[int32]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[int32]
0%
37.2 µs
37 µs
test_remove_small_boxes[int64]
bindings/tests/test_speed.py::test_remove_small_boxes[int64]
0%
36.9 µs
36.7 µs
test_box_convert_xywh_cxcywh[float32]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[float32]
0%
36.7 µs
36.6 µs
test_box_convert_cxcywh_xyxy[int64]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[int64]
0%
41.1 µs
41 µs
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_box_convert_xyxy_xywh[int32]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[int32]
0%
37.1 µs
36.9 µs
test_box_convert_xywh_xyxy[uint8]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[uint8]
0%
35 µs
34.9 µs
test_remove_small_boxes[int16]
bindings/tests/test_speed.py::test_remove_small_boxes[int16]
0%
33.9 µs
33.8 µs
test_remove_small_boxes[uint32]
bindings/tests/test_speed.py::test_remove_small_boxes[uint32]
0%
35.4 µs
35.3 µs
test_iou_distance[int64]
bindings/tests/test_speed.py::test_iou_distance[int64]
0%
284.7 µs
283.8 µs
test_box_convert_xyxy_cxcywh[uint32]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[uint32]
0%
37.1 µs
37 µs
test_box_convert_xyxy_cxcywh[uint16]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[uint16]
0%
35.8 µs
35.7 µs
test_rtree_nms_many_boxes[20000]
bindings/tests/test_speed.py::test_rtree_nms_many_boxes[20000]
0%
39.6 ms
39.5 ms
test_iou_distance[int16]
bindings/tests/test_speed.py::test_iou_distance[int16]
0%
296.4 µs
295.6 µs
test_iou_distance[uint8]
bindings/tests/test_speed.py::test_iou_distance[uint8]
0%
291.8 µs
291 µs
test_box_convert_xyxy_cxcywh[float64]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[float64]
0%
41.3 µs
41.2 µs
test_box_convert_xyxy_cxcywh[uint8]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[uint8]
0%
35.2 µs
35.2 µs
test_tiou_distance[int16]
bindings/tests/test_speed.py::test_tiou_distance[int16]
0%
289.8 µs
289.1 µs
test_iou_distance[float32]
bindings/tests/test_speed.py::test_iou_distance[float32]
0%
189.7 µs
189.3 µs
test_iou_distance[float64]
bindings/tests/test_speed.py::test_iou_distance[float64]
0%
195.5 µs
195 µs
test_box_convert_cxcywh_xywh[int64]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[int64]
0%
41.1 µs
41 µs
test_box_convert_cxcywh_xyxy[uint32]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[uint32]
0%
36.9 µs
36.8 µs
test_box_convert_cxcywh_xywh[uint16]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[uint16]
0%
35.9 µs
35.8 µs
test_giou_distance[float32]
bindings/tests/test_speed.py::test_giou_distance[float32]
0%
269.7 µs
269.1 µs
test_box_convert_xyxy_xywh[float32]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[float32]
0%
36.8 µs
36.7 µs
test_iou_distance[uint64]
bindings/tests/test_speed.py::test_iou_distance[uint64]
0%
295.9 µs
295.3 µs
test_iou_distance[int32]
bindings/tests/test_speed.py::test_iou_distance[int32]
0%
273 µs
272.4 µs
test_tiou_distance[float64]
bindings/tests/test_speed.py::test_tiou_distance[float64]
0%
231.5 µs
231 µs
test_tiou_distance[uint64]
bindings/tests/test_speed.py::test_tiou_distance[uint64]
0%
286.6 µs
286.1 µs
test_tiou_distance[float32]
bindings/tests/test_speed.py::test_tiou_distance[float32]
0%
230.3 µs
229.8 µs
test_parallel_giou_distance[float64]
bindings/tests/test_speed.py::test_parallel_giou_distance[float64]
0%
269.7 µs
269.2 µs
test_box_convert_xyxy_cxcywh[int64]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[int64]
0%
41.1 µs
41 µs
test_rtree_nms[int64]
bindings/tests/test_speed.py::test_rtree_nms[int64]
0%
142.3 µs
142.1 µs
test_giou_distance[uint32]
bindings/tests/test_speed.py::test_giou_distance[uint32]
0%
376.9 µs
376.3 µs
test_iou_distance[uint32]
bindings/tests/test_speed.py::test_iou_distance[uint32]
0%
272.9 µs
272.5 µs
test_giou_distance[int16]
bindings/tests/test_speed.py::test_giou_distance[int16]
0%
369.6 µs
369.1 µs
test_rtree_nms[int32]
bindings/tests/test_speed.py::test_rtree_nms[int32]
0%
125.7 µs
125.5 µs
test_nms[uint32]
bindings/tests/test_speed.py::test_nms[uint32]
0%
79.5 µs
79.4 µs
test_giou_distance[int32]
bindings/tests/test_speed.py::test_giou_distance[int32]
0%
377 µs
376.5 µs
test_tiou_distance[int64]
bindings/tests/test_speed.py::test_tiou_distance[int64]
0%
277.9 µs
277.5 µs
test_box_convert_xyxy_cxcywh[int32]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[int32]
0%
37.2 µs
37.2 µs
test_giou_distance[float64]
bindings/tests/test_speed.py::test_giou_distance[float64]
0%
270.1 µs
269.8 µs
test_iou_distance[uint16]
bindings/tests/test_speed.py::test_iou_distance[uint16]
0%
296.3 µs
295.9 µs
test_nms[float64]
bindings/tests/test_speed.py::test_nms[float64]
0%
77.9 µs
77.8 µs
test_remove_small_boxes[uint8]
bindings/tests/test_speed.py::test_remove_small_boxes[uint8]
0%
35.5 µs
35.4 µs
test_parallel_giou_distance[float32]
bindings/tests/test_speed.py::test_parallel_giou_distance[float32]
0%
269.6 µs
269.2 µs
test_parallel_giou_distance[uint32]
bindings/tests/test_speed.py::test_parallel_giou_distance[uint32]
0%
377.4 µs
377 µs
test_giou_distance[uint64]
bindings/tests/test_speed.py::test_giou_distance[uint64]
0%
402.5 µs
402 µs
test_tiou_distance[uint32]
bindings/tests/test_speed.py::test_tiou_distance[uint32]
0%
266.5 µs
266.2 µs
test_tiou_distance[uint8]
bindings/tests/test_speed.py::test_tiou_distance[uint8]
0%
265.8 µs
265.5 µs
test_parallel_giou_distance[int32]
bindings/tests/test_speed.py::test_parallel_giou_distance[int32]
0%
376.7 µs
376.4 µs
test_box_convert_xywh_cxcywh[int64]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[int64]
0%
41 µs
41 µs
test_parallel_giou_distance[uint8]
bindings/tests/test_speed.py::test_parallel_giou_distance[uint8]
0%
403.7 µs
403.4 µs
test_tiou_distance[uint16]
bindings/tests/test_speed.py::test_tiou_distance[uint16]
0%
289.9 µs
289.6 µs
test_parallel_giou_distance[int16]
bindings/tests/test_speed.py::test_parallel_giou_distance[int16]
0%
369.5 µs
369.2 µs
test_rtree_nms_many_boxes[10000]
bindings/tests/test_speed.py::test_rtree_nms_many_boxes[10000]
0%
18.7 ms
18.7 ms
test_nms[uint8]
bindings/tests/test_speed.py::test_nms[uint8]
0%
75.7 µs
75.7 µs
test_tiou_distance[int32]
bindings/tests/test_speed.py::test_tiou_distance[int32]
0%
261.7 µs
261.5 µs
test_giou_distance[int64]
bindings/tests/test_speed.py::test_giou_distance[int64]
0%
388.4 µs
388.1 µs
test_box_convert_cxcywh_xywh[uint8]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[uint8]
0%
35.3 µs
35.3 µs
test_box_convert_xyxy_xywh[int64]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[int64]
0%
40.8 µs
40.8 µs
test_parallel_giou_distance[int64]
bindings/tests/test_speed.py::test_parallel_giou_distance[int64]
0%
388.2 µs
388 µs
test_box_convert_xywh_xyxy[uint64]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[uint64]
0%
40.7 µs
40.7 µs
test_rtree_nms_many_boxes[5000]
bindings/tests/test_speed.py::test_rtree_nms_many_boxes[5000]
0%
8.8 ms
8.8 ms
test_box_convert_xywh_cxcywh[uint32]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[uint32]
0%
36.8 µs
36.7 µs
test_remove_small_boxes[int32]
bindings/tests/test_speed.py::test_remove_small_boxes[int32]
0%
35.3 µs
35.3 µs
test_parallel_giou_distance[uint16]
bindings/tests/test_speed.py::test_parallel_giou_distance[uint16]
0%
369.4 µs
369.3 µs
iou distance benchmark
powerboxesrs/benches/bench_iou.rs::benches::iou_distance_benchmark::iou distance benchmark
0%
213.3 µs
213.3 µs
test_giou_distance[uint8]
bindings/tests/test_speed.py::test_giou_distance[uint8]
0%
403.7 µs
403.7 µs
test_giou_distance[uint16]
bindings/tests/test_speed.py::test_giou_distance[uint16]
0%
369.3 µs
369.2 µs
giou distance benchmark
powerboxesrs/benches/bench_iou.rs::benches::giou_distance_benchmark::giou distance benchmark
0%
270 µs
270 µs
test_box_convert_xywh_xyxy[int64]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[int64]
0%
40.6 µs
40.6 µs
test_masks_to_boxes
bindings/tests/test_speed.py::test_masks_to_boxes
0%
9.4 ms
9.4 ms
test_parallel_giou_distance[uint64]
bindings/tests/test_speed.py::test_parallel_giou_distance[uint64]
0%
402.1 µs
402.1 µs
test_nms_many_boxes[20000]
bindings/tests/test_speed.py::test_nms_many_boxes[20000]
0%
761 ms
761.1 ms
test_rtree_nms_many_boxes[1000]
bindings/tests/test_speed.py::test_rtree_nms_many_boxes[1000]
0%
1.4 ms
1.4 ms
test_box_convert_xywh_xyxy[float64]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[float64]
0%
40.8 µs
40.8 µs
test_box_convert_cxcywh_xywh[uint64]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[uint64]
0%
40.8 µs
40.8 µs
test_nms[uint16]
bindings/tests/test_speed.py::test_nms[uint16]
0%
78.8 µs
78.8 µs
test_rtree_nms[float32]
bindings/tests/test_speed.py::test_rtree_nms[float32]
0%
134 µs
134.1 µs
test_rtree_nms[int16]
bindings/tests/test_speed.py::test_rtree_nms[int16]
0%
135.7 µs
135.8 µs
test_nms[int64]
bindings/tests/test_speed.py::test_nms[int64]
0%
81.5 µs
81.6 µs
test_box_convert_xyxy_xywh[uint32]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[uint32]
0%
36.9 µs
36.9 µs
test_box_convert_xyxy_xywh[float64]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[float64]
0%
43.8 µs
43.8 µs
test_nms[uint64]
bindings/tests/test_speed.py::test_nms[uint64]
0%
81.5 µs
81.6 µs
test_box_convert_cxcywh_xyxy[int32]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[int32]
0%
37.1 µs
37.2 µs
test_box_convert_xyxy_xywh[uint16]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[uint16]
0%
35.7 µs
35.8 µs
test_box_convert_xyxy_cxcywh[float32]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[float32]
0%
37.2 µs
37.3 µs
test_box_convert_xywh_xyxy[float32]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[float32]
0%
36.7 µs
36.7 µs
test_box_convert_xywh_cxcywh[uint8]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[uint8]
0%
34.9 µs
35 µs
test_box_convert_xywh_xyxy[uint32]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[uint32]
0%
36.8 µs
36.9 µs
test_box_convert_cxcywh_xyxy[float32]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[float32]
0%
38.2 µs
38.4 µs
test_box_convert_cxcywh_xyxy[float64]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[float64]
-1%
40.8 µs
41 µs
test_parallel_iou_distance[int16]
bindings/tests/test_speed.py::test_parallel_iou_distance[int16]
-1%
401.8 µs
404.4 µs
test_box_convert_xywh_xyxy[uint16]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[uint16]
-1%
35.4 µs
35.6 µs
test_box_convert_cxcywh_xyxy[uint8]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[uint8]
-1%
35.1 µs
35.3 µs
test_nms_many_boxes[1000]
bindings/tests/test_speed.py::test_nms_many_boxes[1000]
-1%
2 ms
2.1 ms
test_parallel_iou_distance[uint32]
bindings/tests/test_speed.py::test_parallel_iou_distance[uint32]
-3%
353.9 µs
366.2 µs
parallel giou distance benchmark
powerboxesrs/benches/bench_iou.rs::benches::parallel_giou_distance_benchmark::parallel giou distance benchmark
-4%
412.1 µs
429.6 µs
parallel iou distance benchmark
powerboxesrs/benches/bench_iou.rs::benches::parallel_iou_distance_benchmark::parallel iou distance benchmark
-4%
274 µs
286 µs
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