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powerboxes
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run
Base run
on
main
at
4fbdf2a
compared to head run on
start/using-views
at
54bce89
from
5 months ago
+78%
IMPROVEMENTS
16
REGRESSIONS
0
UNTOUCHED
133
NEW
0
DROPPED
0
IGNORED
0
Benchmarks
Improved
test_nms_many_boxes[1000]
bindings/tests/test_speed.py::test_nms_many_boxes[1000]
+78%
1,775.8 µs
995.2 µs
test_nms_many_boxes[5000]
bindings/tests/test_speed.py::test_nms_many_boxes[5000]
+60%
49 ms
30.5 ms
test_nms_many_boxes[10000]
bindings/tests/test_speed.py::test_nms_many_boxes[10000]
+58%
193.4 ms
122.6 ms
test_nms_many_boxes[20000]
bindings/tests/test_speed.py::test_nms_many_boxes[20000]
+56%
752 ms
482.1 ms
test_nms[float64]
bindings/tests/test_speed.py::test_nms[float64]
+42%
76.4 µs
53.7 µs
test_nms[float32]
bindings/tests/test_speed.py::test_nms[float32]
+41%
71.1 µs
50.5 µs
test_nms[int64]
bindings/tests/test_speed.py::test_nms[int64]
+38%
79.4 µs
57.4 µs
test_nms[uint64]
bindings/tests/test_speed.py::test_nms[uint64]
+38%
78.9 µs
57.2 µs
test_nms[int32]
bindings/tests/test_speed.py::test_nms[int32]
+35%
77 µs
57 µs
test_nms[int16]
bindings/tests/test_speed.py::test_nms[int16]
+35%
75.8 µs
56.2 µs
test_nms[uint32]
bindings/tests/test_speed.py::test_nms[uint32]
+35%
76.7 µs
57 µs
test_nms[uint16]
bindings/tests/test_speed.py::test_nms[uint16]
+34%
75.8 µs
56.5 µs
test_nms[uint8]
bindings/tests/test_speed.py::test_nms[uint8]
+34%
73.7 µs
55 µs
test_box_convert_cxcywh_xywh[uint64]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[uint64]
+21%
40.5 µs
33.5 µs
test_box_convert_cxcywh_xyxy[uint64]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[uint64]
+21%
40.5 µs
33.6 µs
test_box_convert_xywh_cxcywh[float64]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[float64]
+20%
40.5 µs
33.7 µs
Passed
test_box_convert_xywh_cxcywh[uint64]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[uint64]
+19%
40.5 µs
33.9 µs
test_box_convert_xyxy_cxcywh[uint64]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[uint64]
+19%
40.5 µs
34 µs
test_box_convert_xywh_xyxy[int16]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[int16]
+18%
35.1 µs
29.8 µs
test_box_convert_xyxy_xywh[int16]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[int16]
+17%
35 µs
29.8 µs
test_box_convert_cxcywh_xywh[int16]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[int16]
+17%
35.3 µs
30.1 µs
test_box_convert_cxcywh_xyxy[int16]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[int16]
+17%
35.3 µs
30.1 µs
test_box_convert_xyxy_xywh[float64]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[float64]
+17%
43.6 µs
37.4 µs
test_box_convert_xywh_cxcywh[uint16]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[uint16]
+17%
35.3 µs
30.3 µs
test_box_convert_xyxy_xywh[uint16]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[uint16]
+16%
35 µs
30.1 µs
test_box_convert_xyxy_cxcywh[int16]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[int16]
+16%
35.4 µs
30.5 µs
test_box_convert_xyxy_cxcywh[uint16]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[uint16]
+16%
35.3 µs
30.5 µs
test_box_convert_cxcywh_xyxy[uint8]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[uint8]
+16%
34.4 µs
29.7 µs
test_box_convert_xywh_cxcywh[uint8]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[uint8]
+15%
34.2 µs
29.7 µs
test_box_convert_xywh_cxcywh[int16]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[int16]
+15%
34.6 µs
30.1 µs
test_box_convert_xywh_xyxy[uint8]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[uint8]
+15%
34 µs
29.6 µs
test_box_convert_cxcywh_xywh[uint8]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[uint8]
+15%
34.1 µs
29.7 µs
test_box_convert_xyxy_xywh[uint8]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[uint8]
+15%
35.5 µs
31 µs
test_box_convert_xyxy_cxcywh[uint8]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[uint8]
+15%
34.3 µs
30 µs
test_box_convert_xywh_xyxy[uint16]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[uint16]
+14%
34.3 µs
30 µs
test_box_convert_cxcywh_xywh[uint16]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[uint16]
+14%
34.4 µs
30.2 µs
test_box_convert_cxcywh_xyxy[uint16]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[uint16]
+14%
34.4 µs
30.2 µs
test_box_convert_xyxy_xywh[float32]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[float32]
+13%
36.5 µs
32.3 µs
test_box_convert_xyxy_xywh[uint32]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[uint32]
+13%
36.4 µs
32.3 µs
test_box_convert_xywh_cxcywh[float32]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[float32]
+12%
36.5 µs
32.5 µs
test_box_convert_xywh_cxcywh[uint32]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[uint32]
+12%
36.5 µs
32.6 µs
test_box_convert_xywh_cxcywh[int32]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[int32]
+12%
36.5 µs
32.6 µs
test_box_convert_cxcywh_xywh[uint32]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[uint32]
+12%
36.3 µs
32.5 µs
test_box_convert_xywh_xyxy[int32]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[int32]
+12%
36 µs
32.2 µs
test_box_convert_xywh_xyxy[float32]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[float32]
+12%
36.2 µs
32.4 µs
test_box_convert_cxcywh_xywh[int32]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[int32]
+12%
36.4 µs
32.6 µs
test_box_convert_cxcywh_xyxy[int32]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[int32]
+12%
36.5 µs
32.6 µs
test_box_convert_xyxy_xywh[int32]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[int32]
+12%
36.1 µs
32.3 µs
test_box_convert_cxcywh_xyxy[uint32]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[uint32]
+12%
36.4 µs
32.7 µs
test_box_convert_xyxy_cxcywh[uint32]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[uint32]
+11%
36.3 µs
32.6 µs
test_box_convert_cxcywh_xyxy[float32]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[float32]
+11%
37.8 µs
33.9 µs
test_box_convert_xywh_xyxy[uint32]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[uint32]
+11%
36.9 µs
33.2 µs
test_boxes_areas[float64]
bindings/tests/test_speed.py::test_boxes_areas[float64]
+11%
38.8 µs
35 µs
test_box_convert_cxcywh_xywh[float32]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[float32]
+11%
36.3 µs
32.7 µs
test_parallel_iou_distance[uint32]
bindings/tests/test_speed.py::test_parallel_iou_distance[uint32]
+11%
375.3 µs
339.7 µs
test_box_convert_xyxy_cxcywh[int32]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[int32]
+10%
36.2 µs
32.8 µs
test_box_convert_xyxy_cxcywh[float32]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[float32]
+10%
36.3 µs
32.9 µs
test_boxes_areas[int64]
bindings/tests/test_speed.py::test_boxes_areas[int64]
+10%
35.3 µs
32.1 µs
test_box_convert_xywh_xyxy[int64]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[int64]
+10%
40.7 µs
37 µs
test_box_convert_cxcywh_xywh[int64]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[int64]
+10%
40.8 µs
37.2 µs
test_box_convert_xywh_xyxy[float64]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[float64]
+10%
40.4 µs
36.9 µs
test_boxes_areas[uint64]
bindings/tests/test_speed.py::test_boxes_areas[uint64]
+10%
35.3 µs
32.2 µs
test_box_convert_xywh_cxcywh[int64]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[int64]
+10%
40.8 µs
37.2 µs
test_box_convert_cxcywh_xyxy[int64]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[int64]
+9%
40.6 µs
37.1 µs
test_box_convert_xywh_xyxy[uint64]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[uint64]
+9%
40.1 µs
36.7 µs
test_boxes_areas[float32]
bindings/tests/test_speed.py::test_boxes_areas[float32]
+9%
34.2 µs
31.3 µs
test_box_convert_xyxy_xywh[uint64]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[uint64]
+9%
40.4 µs
37 µs
test_parallel_iou_distance[uint8]
bindings/tests/test_speed.py::test_parallel_iou_distance[uint8]
+9%
396 µs
363.3 µs
test_box_convert_xyxy_xywh[int64]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[int64]
+9%
40.1 µs
36.8 µs
test_box_convert_cxcywh_xywh[float64]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[float64]
+9%
40.3 µs
37.1 µs
test_remove_small_boxes[uint64]
bindings/tests/test_speed.py::test_remove_small_boxes[uint64]
+9%
36 µs
33.2 µs
test_remove_small_boxes[float64]
bindings/tests/test_speed.py::test_remove_small_boxes[float64]
+8%
39.2 µs
36.2 µs
test_boxes_areas[int32]
bindings/tests/test_speed.py::test_boxes_areas[int32]
+8%
34.1 µs
31.4 µs
test_boxes_areas[uint32]
bindings/tests/test_speed.py::test_boxes_areas[uint32]
+8%
34 µs
31.4 µs
test_remove_small_boxes[int64]
bindings/tests/test_speed.py::test_remove_small_boxes[int64]
+8%
35.7 µs
33 µs
test_box_convert_xyxy_cxcywh[float64]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[float64]
+8%
40.4 µs
37.4 µs
test_box_convert_xyxy_cxcywh[int64]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[int64]
+8%
40.6 µs
37.6 µs
test_remove_small_boxes[float32]
bindings/tests/test_speed.py::test_remove_small_boxes[float32]
+8%
34.7 µs
32.2 µs
test_box_convert_cxcywh_xyxy[float64]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[float64]
+8%
40.4 µs
37.5 µs
parallel giou distance benchmark
powerboxesrs/benches/bench_iou.rs::benches::parallel_giou_distance_benchmark::parallel giou distance benchmark
+8%
419.1 µs
389.8 µs
test_remove_small_boxes[uint32]
bindings/tests/test_speed.py::test_remove_small_boxes[uint32]
+7%
35.4 µs
33.1 µs
test_remove_small_boxes[int32]
bindings/tests/test_speed.py::test_remove_small_boxes[int32]
+6%
34.5 µs
32.4 µs
test_masks_to_boxes
bindings/tests/test_speed.py::test_masks_to_boxes
+6%
9.4 ms
8.8 ms
test_remove_small_boxes[uint16]
bindings/tests/test_speed.py::test_remove_small_boxes[uint16]
+5%
33.4 µs
31.8 µs
test_boxes_areas[uint16]
bindings/tests/test_speed.py::test_boxes_areas[uint16]
+5%
32.8 µs
31.2 µs
test_boxes_areas[int16]
bindings/tests/test_speed.py::test_boxes_areas[int16]
+5%
32.6 µs
31.2 µs
test_remove_small_boxes[int16]
bindings/tests/test_speed.py::test_remove_small_boxes[int16]
+4%
33.3 µs
31.9 µs
test_remove_small_boxes[uint8]
bindings/tests/test_speed.py::test_remove_small_boxes[uint8]
+4%
34.6 µs
33.3 µs
test_boxes_areas[uint8]
bindings/tests/test_speed.py::test_boxes_areas[uint8]
+4%
33.5 µs
32.2 µs
test_parallel_iou_distance[uint64]
bindings/tests/test_speed.py::test_parallel_iou_distance[uint64]
+4%
392 µs
378.5 µs
test_rtree_nms_many_boxes[1000]
bindings/tests/test_speed.py::test_rtree_nms_many_boxes[1000]
+3%
1.3 ms
1.3 ms
test_iou_distance[int64]
bindings/tests/test_speed.py::test_iou_distance[int64]
+3%
288.8 µs
280.5 µs
test_rtree_nms_many_boxes[5000]
bindings/tests/test_speed.py::test_rtree_nms_many_boxes[5000]
+3%
7.9 ms
7.7 ms
test_rtree_nms_many_boxes[10000]
bindings/tests/test_speed.py::test_rtree_nms_many_boxes[10000]
+3%
16.7 ms
16.3 ms
test_tiou_distance[int64]
bindings/tests/test_speed.py::test_tiou_distance[int64]
+3%
277.6 µs
270.7 µs
test_parallel_iou_distance[uint16]
bindings/tests/test_speed.py::test_parallel_iou_distance[uint16]
+2%
400.3 µs
390.7 µs
test_rtree_nms_many_boxes[20000]
bindings/tests/test_speed.py::test_rtree_nms_many_boxes[20000]
+2%
37.2 ms
36.4 ms
test_tiou_distance[float64]
bindings/tests/test_speed.py::test_tiou_distance[float64]
+2%
197.3 µs
192.9 µs
test_rtree_nms[int64]
bindings/tests/test_speed.py::test_rtree_nms[int64]
+2%
128.9 µs
126.3 µs
test_giou_distance[int64]
bindings/tests/test_speed.py::test_giou_distance[int64]
+2%
381.6 µs
374.3 µs
test_parallel_giou_distance[int64]
bindings/tests/test_speed.py::test_parallel_giou_distance[int64]
+2%
381.3 µs
374.2 µs
test_diou_distance[float32]
bindings/tests/test_speed.py::test_diou_distance[float32]
+2%
201 µs
197.3 µs
test_rtree_nms[float64]
bindings/tests/test_speed.py::test_rtree_nms[float64]
+2%
132 µs
129.6 µs
test_rtree_nms[int32]
bindings/tests/test_speed.py::test_rtree_nms[int32]
+2%
125.6 µs
123.5 µs
test_parallel_giou_distance[float64]
bindings/tests/test_speed.py::test_parallel_giou_distance[float64]
+2%
268.9 µs
264.6 µs
parallel iou distance benchmark
powerboxesrs/benches/bench_iou.rs::benches::parallel_iou_distance_benchmark::parallel iou distance benchmark
+2%
294.6 µs
290 µs
test_giou_distance[float64]
bindings/tests/test_speed.py::test_giou_distance[float64]
+2%
268 µs
264 µs
test_tiou_distance[uint64]
bindings/tests/test_speed.py::test_tiou_distance[uint64]
+1%
320.7 µs
316.4 µs
test_tiou_distance[float32]
bindings/tests/test_speed.py::test_tiou_distance[float32]
+1%
196.4 µs
193.9 µs
test_diou_distance[float64]
bindings/tests/test_speed.py::test_diou_distance[float64]
+1%
200.4 µs
197.8 µs
test_rtree_nms[float32]
bindings/tests/test_speed.py::test_rtree_nms[float32]
+1%
128.9 µs
127.3 µs
test_tiou_distance[uint32]
bindings/tests/test_speed.py::test_tiou_distance[uint32]
+1%
243.4 µs
240.6 µs
test_giou_distance[float32]
bindings/tests/test_speed.py::test_giou_distance[float32]
+1%
268.4 µs
265.7 µs
test_tiou_distance[int32]
bindings/tests/test_speed.py::test_tiou_distance[int32]
+1%
223.5 µs
221.2 µs
test_parallel_giou_distance[float32]
bindings/tests/test_speed.py::test_parallel_giou_distance[float32]
+1%
267.4 µs
264.8 µs
test_tiou_distance[int16]
bindings/tests/test_speed.py::test_tiou_distance[int16]
+1%
188.9 µs
187.2 µs
test_giou_distance[int32]
bindings/tests/test_speed.py::test_giou_distance[int32]
+1%
375.5 µs
372.5 µs
test_parallel_giou_distance[int32]
bindings/tests/test_speed.py::test_parallel_giou_distance[int32]
+1%
375.4 µs
372.5 µs
test_giou_distance[uint32]
bindings/tests/test_speed.py::test_giou_distance[uint32]
+1%
375.4 µs
372.6 µs
test_tiou_distance[uint16]
bindings/tests/test_speed.py::test_tiou_distance[uint16]
+1%
195.5 µs
194 µs
test_parallel_giou_distance[uint32]
bindings/tests/test_speed.py::test_parallel_giou_distance[uint32]
+1%
375.4 µs
372.7 µs
test_parallel_iou_distance[int16]
bindings/tests/test_speed.py::test_parallel_iou_distance[int16]
+1%
399.6 µs
397 µs
test_tiou_distance[uint8]
bindings/tests/test_speed.py::test_tiou_distance[uint8]
+1%
205.6 µs
204.4 µs
test_rtree_nms[int16]
bindings/tests/test_speed.py::test_rtree_nms[int16]
0%
123.2 µs
122.7 µs
test_giou_distance[int16]
bindings/tests/test_speed.py::test_giou_distance[int16]
0%
367.8 µs
366.3 µs
test_parallel_giou_distance[uint16]
bindings/tests/test_speed.py::test_parallel_giou_distance[uint16]
0%
367.8 µs
366.5 µs
test_giou_distance[uint16]
bindings/tests/test_speed.py::test_giou_distance[uint16]
0%
367.7 µs
366.4 µs
test_parallel_iou_distance[float32]
bindings/tests/test_speed.py::test_parallel_iou_distance[float32]
0%
235.6 µs
234.8 µs
test_parallel_giou_distance[int16]
bindings/tests/test_speed.py::test_parallel_giou_distance[int16]
0%
367.6 µs
366.4 µs
test_parallel_giou_distance[uint8]
bindings/tests/test_speed.py::test_parallel_giou_distance[uint8]
0%
403.1 µs
402.1 µs
test_parallel_iou_distance[int32]
bindings/tests/test_speed.py::test_parallel_iou_distance[int32]
0%
370.7 µs
369.8 µs
test_giou_distance[uint8]
bindings/tests/test_speed.py::test_giou_distance[uint8]
0%
402.4 µs
401.6 µs
giou distance benchmark
powerboxesrs/benches/bench_iou.rs::benches::giou_distance_benchmark::giou distance benchmark
0%
275.6 µs
275.6 µs
test_iou_distance[uint16]
bindings/tests/test_speed.py::test_iou_distance[uint16]
0%
294.9 µs
295.1 µs
test_iou_distance[float32]
bindings/tests/test_speed.py::test_iou_distance[float32]
0%
187.3 µs
187.6 µs
test_rotated_iou_distance[float64]
bindings/tests/test_speed.py::test_rotated_iou_distance[float64]
0%
12.8 ms
12.8 ms
test_iou_distance[uint32]
bindings/tests/test_speed.py::test_iou_distance[uint32]
0%
271.5 µs
272.1 µs
iou distance benchmark
powerboxesrs/benches/bench_iou.rs::benches::iou_distance_benchmark::iou distance benchmark
0%
213.3 µs
213.7 µs
test_iou_distance[int32]
bindings/tests/test_speed.py::test_iou_distance[int32]
0%
271.8 µs
272.4 µs
test_rotated_giou_distance[float64]
bindings/tests/test_speed.py::test_rotated_giou_distance[float64]
0%
12.3 ms
12.4 ms
test_parallel_iou_distance[int64]
bindings/tests/test_speed.py::test_parallel_iou_distance[int64]
0%
378.8 µs
379.8 µs
test_iou_distance[int16]
bindings/tests/test_speed.py::test_iou_distance[int16]
0%
294.4 µs
295.2 µs
test_iou_distance[float64]
bindings/tests/test_speed.py::test_iou_distance[float64]
0%
194.6 µs
195.3 µs
test_parallel_iou_distance[float64]
bindings/tests/test_speed.py::test_parallel_iou_distance[float64]
-1%
259.5 µs
261.2 µs
test_parallel_giou_distance[uint64]
bindings/tests/test_speed.py::test_parallel_giou_distance[uint64]
-2%
401.3 µs
408.1 µs
test_giou_distance[uint64]
bindings/tests/test_speed.py::test_giou_distance[uint64]
-2%
400.9 µs
407.9 µs
test_iou_distance[uint64]
bindings/tests/test_speed.py::test_iou_distance[uint64]
-2%
292.1 µs
297.8 µs
test_iou_distance[uint8]
bindings/tests/test_speed.py::test_iou_distance[uint8]
-2%
290.3 µs
296.1 µs
test_rotated_tiou_distance[float64]
bindings/tests/test_speed.py::test_rotated_tiou_distance[float64]
-8%
191.6 µs
207.9 µs
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