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compared to head run on
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5 months ago
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Benchmarks
Passed
test_parallel_iou_distance[float32]
bindings/tests/test_speed.py::test_parallel_iou_distance[float32]
+10%
259.8 µs
235.6 µs
test_parallel_iou_distance[uint16]
bindings/tests/test_speed.py::test_parallel_iou_distance[uint16]
+2%
409.9 µs
400.3 µs
test_box_convert_xywh_cxcywh[int16]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[int16]
+2%
35.4 µs
34.6 µs
test_box_convert_xyxy_cxcywh[uint8]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[uint8]
+2%
35 µs
34.3 µs
test_remove_small_boxes[int64]
bindings/tests/test_speed.py::test_remove_small_boxes[int64]
+2%
36.3 µs
35.7 µs
test_box_convert_cxcywh_xywh[uint8]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[uint8]
+2%
34.7 µs
34.1 µs
test_remove_small_boxes[uint64]
bindings/tests/test_speed.py::test_remove_small_boxes[uint64]
+2%
36.6 µs
36 µs
test_box_convert_xywh_xyxy[uint8]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[uint8]
+1%
34.4 µs
34 µs
test_box_convert_cxcywh_xywh[float64]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[float64]
+1%
40.9 µs
40.3 µs
test_boxes_areas[uint8]
bindings/tests/test_speed.py::test_boxes_areas[uint8]
+1%
33.8 µs
33.5 µs
test_nms[uint64]
bindings/tests/test_speed.py::test_nms[uint64]
+1%
79.7 µs
78.9 µs
test_box_convert_xyxy_cxcywh[int32]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[int32]
+1%
36.6 µs
36.2 µs
test_nms[uint16]
bindings/tests/test_speed.py::test_nms[uint16]
+1%
76.5 µs
75.8 µs
test_box_convert_xyxy_xywh[uint8]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[uint8]
+1%
35.8 µs
35.5 µs
test_box_convert_cxcywh_xyxy[uint8]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[uint8]
+1%
34.7 µs
34.4 µs
test_box_convert_xyxy_cxcywh[float64]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[float64]
+1%
40.7 µs
40.4 µs
test_boxes_areas[int64]
bindings/tests/test_speed.py::test_boxes_areas[int64]
+1%
35.6 µs
35.3 µs
test_box_convert_cxcywh_xyxy[float32]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[float32]
+1%
38 µs
37.8 µs
test_nms[uint32]
bindings/tests/test_speed.py::test_nms[uint32]
+1%
77.1 µs
76.7 µs
test_remove_small_boxes[int32]
bindings/tests/test_speed.py::test_remove_small_boxes[int32]
+1%
34.7 µs
34.5 µs
test_box_convert_xywh_xyxy[uint64]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[uint64]
+1%
40.4 µs
40.1 µs
test_remove_small_boxes[float64]
bindings/tests/test_speed.py::test_remove_small_boxes[float64]
+1%
39.4 µs
39.2 µs
test_remove_small_boxes[uint8]
bindings/tests/test_speed.py::test_remove_small_boxes[uint8]
0%
34.8 µs
34.6 µs
test_remove_small_boxes[int16]
bindings/tests/test_speed.py::test_remove_small_boxes[int16]
0%
33.4 µs
33.3 µs
test_box_convert_xywh_xyxy[uint32]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[uint32]
0%
37.1 µs
36.9 µs
test_remove_small_boxes[uint32]
bindings/tests/test_speed.py::test_remove_small_boxes[uint32]
0%
35.5 µs
35.4 µs
test_nms[uint8]
bindings/tests/test_speed.py::test_nms[uint8]
0%
74 µs
73.7 µs
test_nms[float64]
bindings/tests/test_speed.py::test_nms[float64]
0%
76.7 µs
76.4 µs
test_rtree_nms[float64]
bindings/tests/test_speed.py::test_rtree_nms[float64]
0%
132.4 µs
132 µs
test_box_convert_xyxy_cxcywh[int64]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[int64]
0%
40.7 µs
40.6 µs
test_boxes_areas[uint32]
bindings/tests/test_speed.py::test_boxes_areas[uint32]
0%
34.1 µs
34 µs
test_boxes_areas[int16]
bindings/tests/test_speed.py::test_boxes_areas[int16]
0%
32.7 µs
32.6 µs
test_box_convert_cxcywh_xywh[int32]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[int32]
0%
36.5 µs
36.4 µs
test_nms[int64]
bindings/tests/test_speed.py::test_nms[int64]
0%
79.6 µs
79.4 µs
test_box_convert_cxcywh_xywh[float32]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[float32]
0%
36.4 µs
36.3 µs
test_box_convert_cxcywh_xywh[uint16]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[uint16]
0%
34.5 µs
34.4 µs
test_box_convert_xyxy_xywh[float32]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[float32]
0%
36.6 µs
36.5 µs
test_rotated_tiou_distance[float64]
bindings/tests/test_speed.py::test_rotated_tiou_distance[float64]
0%
191.9 µs
191.6 µs
test_parallel_iou_distance[int16]
bindings/tests/test_speed.py::test_parallel_iou_distance[int16]
0%
400.3 µs
399.6 µs
test_iou_distance[int16]
bindings/tests/test_speed.py::test_iou_distance[int16]
0%
294.8 µs
294.4 µs
test_box_convert_xyxy_xywh[int64]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[int64]
0%
40.1 µs
40.1 µs
test_box_convert_xyxy_cxcywh[uint32]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[uint32]
0%
36.4 µs
36.3 µs
test_boxes_areas[uint16]
bindings/tests/test_speed.py::test_boxes_areas[uint16]
0%
32.8 µs
32.8 µs
test_tiou_distance[float32]
bindings/tests/test_speed.py::test_tiou_distance[float32]
0%
196.6 µs
196.4 µs
test_iou_distance[uint32]
bindings/tests/test_speed.py::test_iou_distance[uint32]
0%
271.8 µs
271.5 µs
test_tiou_distance[uint16]
bindings/tests/test_speed.py::test_tiou_distance[uint16]
0%
195.7 µs
195.5 µs
test_boxes_areas[uint64]
bindings/tests/test_speed.py::test_boxes_areas[uint64]
0%
35.4 µs
35.3 µs
test_parallel_giou_distance[float64]
bindings/tests/test_speed.py::test_parallel_giou_distance[float64]
0%
269.2 µs
268.9 µs
test_iou_distance[int64]
bindings/tests/test_speed.py::test_iou_distance[int64]
0%
289.1 µs
288.8 µs
test_box_convert_cxcywh_xywh[int64]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[int64]
0%
40.9 µs
40.8 µs
test_parallel_iou_distance[float64]
bindings/tests/test_speed.py::test_parallel_iou_distance[float64]
0%
259.8 µs
259.5 µs
test_box_convert_cxcywh_xyxy[int64]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[int64]
0%
40.7 µs
40.6 µs
test_nms[int32]
bindings/tests/test_speed.py::test_nms[int32]
0%
77.1 µs
77 µs
test_parallel_giou_distance[int16]
bindings/tests/test_speed.py::test_parallel_giou_distance[int16]
0%
367.9 µs
367.6 µs
test_box_convert_cxcywh_xyxy[uint16]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[uint16]
0%
34.4 µs
34.4 µs
test_giou_distance[float64]
bindings/tests/test_speed.py::test_giou_distance[float64]
0%
268.2 µs
268 µs
test_giou_distance[uint16]
bindings/tests/test_speed.py::test_giou_distance[uint16]
0%
368 µs
367.7 µs
test_rtree_nms_many_boxes[20000]
bindings/tests/test_speed.py::test_rtree_nms_many_boxes[20000]
0%
37.2 ms
37.2 ms
test_box_convert_cxcywh_xywh[int16]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[int16]
0%
35.4 µs
35.3 µs
test_remove_small_boxes[float32]
bindings/tests/test_speed.py::test_remove_small_boxes[float32]
0%
34.8 µs
34.7 µs
test_tiou_distance[uint64]
bindings/tests/test_speed.py::test_tiou_distance[uint64]
0%
320.9 µs
320.7 µs
test_box_convert_xywh_cxcywh[float64]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[float64]
0%
40.5 µs
40.5 µs
test_box_convert_xywh_xyxy[int32]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[int32]
0%
36 µs
36 µs
test_tiou_distance[uint8]
bindings/tests/test_speed.py::test_tiou_distance[uint8]
0%
205.7 µs
205.6 µs
test_rtree_nms_many_boxes[1000]
bindings/tests/test_speed.py::test_rtree_nms_many_boxes[1000]
0%
1.3 ms
1.3 ms
test_rotated_giou_distance[float64]
bindings/tests/test_speed.py::test_rotated_giou_distance[float64]
0%
12.4 ms
12.3 ms
test_parallel_giou_distance[uint16]
bindings/tests/test_speed.py::test_parallel_giou_distance[uint16]
0%
368 µs
367.8 µs
test_giou_distance[uint32]
bindings/tests/test_speed.py::test_giou_distance[uint32]
0%
375.6 µs
375.4 µs
test_tiou_distance[int32]
bindings/tests/test_speed.py::test_tiou_distance[int32]
0%
223.5 µs
223.5 µs
test_parallel_giou_distance[float32]
bindings/tests/test_speed.py::test_parallel_giou_distance[float32]
0%
267.4 µs
267.4 µs
test_giou_distance[uint64]
bindings/tests/test_speed.py::test_giou_distance[uint64]
0%
401 µs
400.9 µs
test_box_convert_xywh_cxcywh[uint64]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[uint64]
0%
40.5 µs
40.5 µs
test_iou_distance[float64]
bindings/tests/test_speed.py::test_iou_distance[float64]
0%
194.6 µs
194.6 µs
test_nms_many_boxes[10000]
bindings/tests/test_speed.py::test_nms_many_boxes[10000]
0%
193.5 ms
193.4 ms
test_rtree_nms_many_boxes[5000]
bindings/tests/test_speed.py::test_rtree_nms_many_boxes[5000]
0%
7.9 ms
7.9 ms
test_box_convert_xywh_cxcywh[int32]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[int32]
0%
36.5 µs
36.5 µs
test_masks_to_boxes
bindings/tests/test_speed.py::test_masks_to_boxes
0%
9.4 ms
9.4 ms
test_diou_distance[float64]
bindings/tests/test_speed.py::test_diou_distance[float64]
0%
200.4 µs
200.4 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_iou_distance[uint64]
bindings/tests/test_speed.py::test_iou_distance[uint64]
0%
292.1 µs
292.1 µs
iou distance benchmark
powerboxesrs/benches/bench_iou.rs::benches::iou_distance_benchmark::iou distance benchmark
0%
213.3 µs
213.3 µs
giou distance benchmark
powerboxesrs/benches/bench_iou.rs::benches::giou_distance_benchmark::giou distance benchmark
0%
275.6 µs
275.6 µs
test_parallel_giou_distance[int64]
bindings/tests/test_speed.py::test_parallel_giou_distance[int64]
0%
381.3 µs
381.3 µs
test_rtree_nms_many_boxes[10000]
bindings/tests/test_speed.py::test_rtree_nms_many_boxes[10000]
0%
16.7 ms
16.7 ms
test_parallel_giou_distance[uint32]
bindings/tests/test_speed.py::test_parallel_giou_distance[uint32]
0%
375.4 µs
375.4 µs
test_giou_distance[int16]
bindings/tests/test_speed.py::test_giou_distance[int16]
0%
367.7 µs
367.8 µs
test_nms_many_boxes[20000]
bindings/tests/test_speed.py::test_nms_many_boxes[20000]
0%
752 ms
752 ms
test_box_convert_xyxy_cxcywh[float32]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[float32]
0%
36.3 µs
36.3 µs
test_tiou_distance[uint32]
bindings/tests/test_speed.py::test_tiou_distance[uint32]
0%
243.3 µs
243.4 µs
test_giou_distance[uint8]
bindings/tests/test_speed.py::test_giou_distance[uint8]
0%
402.4 µs
402.4 µs
test_giou_distance[float32]
bindings/tests/test_speed.py::test_giou_distance[float32]
0%
268.4 µs
268.4 µs
test_iou_distance[uint8]
bindings/tests/test_speed.py::test_iou_distance[uint8]
0%
290.2 µs
290.3 µs
test_rtree_nms[int32]
bindings/tests/test_speed.py::test_rtree_nms[int32]
0%
125.6 µs
125.6 µs
test_rtree_nms[int16]
bindings/tests/test_speed.py::test_rtree_nms[int16]
0%
123.2 µs
123.2 µs
test_iou_distance[float32]
bindings/tests/test_speed.py::test_iou_distance[float32]
0%
187.2 µs
187.3 µs
test_tiou_distance[int64]
bindings/tests/test_speed.py::test_tiou_distance[int64]
0%
277.5 µs
277.6 µs
test_iou_distance[uint16]
bindings/tests/test_speed.py::test_iou_distance[uint16]
0%
294.8 µs
294.9 µs
test_boxes_areas[int32]
bindings/tests/test_speed.py::test_boxes_areas[int32]
0%
34 µs
34.1 µs
test_parallel_giou_distance[int32]
bindings/tests/test_speed.py::test_parallel_giou_distance[int32]
0%
375.3 µs
375.4 µs
test_giou_distance[int32]
bindings/tests/test_speed.py::test_giou_distance[int32]
0%
375.3 µs
375.5 µs
test_iou_distance[int32]
bindings/tests/test_speed.py::test_iou_distance[int32]
0%
271.6 µs
271.8 µs
test_parallel_giou_distance[uint8]
bindings/tests/test_speed.py::test_parallel_giou_distance[uint8]
0%
402.8 µs
403.1 µs
test_box_convert_xywh_cxcywh[uint8]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[uint8]
0%
34.2 µs
34.2 µs
test_box_convert_xyxy_cxcywh[int16]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[int16]
0%
35.4 µs
35.4 µs
test_box_convert_xyxy_cxcywh[uint64]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[uint64]
0%
40.5 µs
40.5 µs
test_diou_distance[float32]
bindings/tests/test_speed.py::test_diou_distance[float32]
0%
200.8 µs
201 µs
test_box_convert_xywh_xyxy[float32]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[float32]
0%
36.2 µs
36.2 µs
test_parallel_giou_distance[uint64]
bindings/tests/test_speed.py::test_parallel_giou_distance[uint64]
0%
400.8 µs
401.3 µs
test_tiou_distance[float64]
bindings/tests/test_speed.py::test_tiou_distance[float64]
0%
197.1 µs
197.3 µs
test_box_convert_xyxy_xywh[uint64]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[uint64]
0%
40.3 µs
40.4 µs
test_giou_distance[int64]
bindings/tests/test_speed.py::test_giou_distance[int64]
0%
381.1 µs
381.6 µs
test_box_convert_xyxy_xywh[uint16]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[uint16]
0%
35 µs
35 µs
test_tiou_distance[int16]
bindings/tests/test_speed.py::test_tiou_distance[int16]
0%
188.6 µs
188.9 µs
test_box_convert_cxcywh_xyxy[int32]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[int32]
0%
36.4 µs
36.5 µs
test_rotated_iou_distance[float64]
bindings/tests/test_speed.py::test_rotated_iou_distance[float64]
0%
12.8 ms
12.8 ms
test_box_convert_cxcywh_xyxy[uint32]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[uint32]
0%
36.4 µs
36.4 µs
test_box_convert_xywh_cxcywh[float32]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[float32]
0%
36.4 µs
36.5 µs
test_rtree_nms[float32]
bindings/tests/test_speed.py::test_rtree_nms[float32]
0%
128.7 µs
128.9 µs
test_box_convert_xyxy_xywh[int16]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[int16]
0%
34.9 µs
35 µs
test_box_convert_xywh_cxcywh[uint32]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[uint32]
0%
36.4 µs
36.5 µs
test_box_convert_xyxy_cxcywh[uint16]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[uint16]
0%
35.2 µs
35.3 µs
test_boxes_areas[float64]
bindings/tests/test_speed.py::test_boxes_areas[float64]
0%
38.7 µs
38.8 µs
test_box_convert_cxcywh_xyxy[uint64]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[uint64]
0%
40.4 µs
40.5 µs
test_box_convert_xyxy_xywh[int32]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[int32]
0%
35.9 µs
36.1 µs
test_box_convert_xywh_xyxy[float64]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[float64]
0%
40.3 µs
40.4 µs
test_box_convert_xywh_cxcywh[int64]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[int64]
0%
40.6 µs
40.8 µs
test_box_convert_xywh_xyxy[uint16]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[uint16]
0%
34.2 µs
34.3 µs
test_box_convert_xyxy_xywh[uint32]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[uint32]
0%
36.3 µs
36.4 µs
test_nms[int16]
bindings/tests/test_speed.py::test_nms[int16]
0%
75.5 µs
75.8 µs
test_nms[float32]
bindings/tests/test_speed.py::test_nms[float32]
0%
70.8 µs
71.1 µs
test_nms_many_boxes[5000]
bindings/tests/test_speed.py::test_nms_many_boxes[5000]
0%
48.7 ms
49 ms
test_rtree_nms[int64]
bindings/tests/test_speed.py::test_rtree_nms[int64]
0%
128.3 µs
128.9 µs
test_boxes_areas[float32]
bindings/tests/test_speed.py::test_boxes_areas[float32]
-1%
34 µs
34.2 µs
test_box_convert_cxcywh_xyxy[float64]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[float64]
-1%
40.2 µs
40.4 µs
test_box_convert_cxcywh_xywh[uint64]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[uint64]
-1%
40.3 µs
40.5 µs
test_box_convert_cxcywh_xywh[uint32]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[uint32]
-1%
36.1 µs
36.3 µs
test_box_convert_xywh_xyxy[int16]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[int16]
-1%
34.8 µs
35.1 µs
parallel giou distance benchmark
powerboxesrs/benches/bench_iou.rs::benches::parallel_giou_distance_benchmark::parallel giou distance benchmark
-1%
415.9 µs
419.1 µs
test_nms_many_boxes[1000]
bindings/tests/test_speed.py::test_nms_many_boxes[1000]
-1%
1.8 ms
1.8 ms
test_box_convert_xywh_xyxy[int64]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[int64]
-1%
40.3 µs
40.7 µs
test_remove_small_boxes[uint16]
bindings/tests/test_speed.py::test_remove_small_boxes[uint16]
-1%
33.1 µs
33.4 µs
test_parallel_iou_distance[int64]
bindings/tests/test_speed.py::test_parallel_iou_distance[int64]
-2%
373 µs
378.8 µs
test_box_convert_cxcywh_xyxy[int16]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[int16]
-2%
34.7 µs
35.3 µs
test_parallel_iou_distance[int32]
bindings/tests/test_speed.py::test_parallel_iou_distance[int32]
-2%
363.6 µs
370.7 µs
test_box_convert_xywh_cxcywh[uint16]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[uint16]
-2%
34.5 µs
35.3 µs
test_parallel_iou_distance[uint64]
bindings/tests/test_speed.py::test_parallel_iou_distance[uint64]
-4%
375.2 µs
392 µs
test_parallel_iou_distance[uint8]
bindings/tests/test_speed.py::test_parallel_iou_distance[uint8]
-6%
371.1 µs
396 µs
test_parallel_iou_distance[uint32]
bindings/tests/test_speed.py::test_parallel_iou_distance[uint32]
-9%
341.4 µs
375.3 µs
parallel iou distance benchmark
powerboxesrs/benches/bench_iou.rs::benches::parallel_iou_distance_benchmark::parallel iou distance benchmark
-10%
265.8 µs
294.6 µs
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