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472dd00
compared to head run on
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05f4131
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Benchmarks
Failed
parallel giou distance benchmark
Regression
powerboxesrs/benches/bench_iou.rs::benches::parallel_giou_distance_benchmark::parallel giou distance benchmark
-21%
406.6 µs
515 µs
Passed
test_parallel_iou_distance[int64]
bindings/tests/test_speed.py::test_parallel_iou_distance[int64]
+2%
383.5 µs
376.2 µs
test_box_convert_cxcywh_xyxy[uint8]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[uint8]
+1%
35.6 µs
35.1 µs
test_box_convert_xywh_cxcywh[uint16]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[uint16]
+1%
36.1 µs
35.8 µs
test_nms[float64]
bindings/tests/test_speed.py::test_nms[float64]
+1%
77.7 µs
77 µs
test_remove_small_boxes[uint16]
bindings/tests/test_speed.py::test_remove_small_boxes[uint16]
+1%
34.1 µs
33.8 µs
test_box_convert_xywh_cxcywh[int16]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[int16]
+1%
36.3 µs
36.1 µs
test_rtree_nms[int64]
bindings/tests/test_speed.py::test_rtree_nms[int64]
+1%
94.3 µs
93.8 µs
test_box_convert_xyxy_xywh[uint16]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[uint16]
0%
35.9 µs
35.7 µs
test_nms[float32]
bindings/tests/test_speed.py::test_nms[float32]
0%
72 µs
71.6 µs
test_nms[int32]
bindings/tests/test_speed.py::test_nms[int32]
0%
79.6 µs
79.2 µs
test_nms[uint8]
bindings/tests/test_speed.py::test_nms[uint8]
0%
76.4 µs
76.1 µs
test_box_convert_cxcywh_xywh[int16]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[int16]
0%
35.8 µs
35.7 µs
test_box_convert_xywh_cxcywh[int32]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[int32]
0%
37.1 µs
37 µs
test_rtree_nms[float64]
bindings/tests/test_speed.py::test_rtree_nms[float64]
0%
93.9 µs
93.6 µs
test_box_convert_xyxy_cxcywh[int32]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[int32]
0%
37.2 µs
37.1 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[uint32]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[uint32]
0%
36.9 µs
36.8 µs
test_box_convert_xywh_xyxy[uint8]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[uint8]
0%
35.3 µs
35.2 µs
test_box_convert_xywh_cxcywh[float32]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[float32]
0%
37.1 µs
37 µs
test_box_convert_cxcywh_xywh[uint32]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[uint32]
0%
36.9 µs
36.9 µs
test_box_convert_cxcywh_xyxy[int16]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[int16]
0%
36.1 µs
36 µs
test_remove_small_boxes[float32]
bindings/tests/test_speed.py::test_remove_small_boxes[float32]
0%
35.5 µs
35.4 µs
test_box_convert_xyxy_cxcywh[uint8]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[uint8]
0%
35.5 µs
35.4 µs
test_rotated_giou_distance[float64]
bindings/tests/test_speed.py::test_rotated_giou_distance[float64]
0%
12.4 ms
12.3 ms
test_box_convert_xywh_cxcywh[int64]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[int64]
0%
41 µs
40.9 µs
test_parallel_giou_distance[float32]
bindings/tests/test_speed.py::test_parallel_giou_distance[float32]
0%
268.5 µs
268.1 µs
test_tiou_distance[int16]
bindings/tests/test_speed.py::test_tiou_distance[int16]
0%
190 µs
189.7 µs
test_iou_distance[uint16]
bindings/tests/test_speed.py::test_iou_distance[uint16]
0%
296.2 µs
295.8 µs
test_box_convert_xyxy_cxcywh[uint16]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[uint16]
0%
36 µs
35.9 µs
test_diou_distance[float32]
bindings/tests/test_speed.py::test_diou_distance[float32]
0%
202 µs
201.8 µs
test_tiou_distance[uint8]
bindings/tests/test_speed.py::test_tiou_distance[uint8]
0%
206.9 µs
206.7 µs
test_nms[uint16]
bindings/tests/test_speed.py::test_nms[uint16]
0%
78.3 µs
78.3 µs
test_box_convert_cxcywh_xywh[uint16]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[uint16]
0%
35.9 µs
35.9 µs
test_remove_small_boxes[int16]
bindings/tests/test_speed.py::test_remove_small_boxes[int16]
0%
33.8 µs
33.8 µs
test_parallel_giou_distance[uint32]
bindings/tests/test_speed.py::test_parallel_giou_distance[uint32]
0%
376.2 µs
375.9 µs
test_tiou_distance[uint16]
bindings/tests/test_speed.py::test_tiou_distance[uint16]
0%
197.1 µs
197 µs
test_box_convert_xywh_cxcywh[uint32]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[uint32]
0%
36.9 µs
36.9 µs
test_parallel_giou_distance[uint16]
bindings/tests/test_speed.py::test_parallel_giou_distance[uint16]
0%
368.8 µs
368.5 µs
test_remove_small_boxes[uint8]
bindings/tests/test_speed.py::test_remove_small_boxes[uint8]
0%
35.5 µs
35.5 µs
test_tiou_distance[int32]
bindings/tests/test_speed.py::test_tiou_distance[int32]
0%
225 µs
224.9 µs
test_tiou_distance[float32]
bindings/tests/test_speed.py::test_tiou_distance[float32]
0%
198 µs
197.9 µs
test_parallel_giou_distance[int64]
bindings/tests/test_speed.py::test_parallel_giou_distance[int64]
0%
382.2 µs
382 µs
test_giou_distance[int32]
bindings/tests/test_speed.py::test_giou_distance[int32]
0%
376.2 µs
376 µs
test_giou_distance[uint8]
bindings/tests/test_speed.py::test_giou_distance[uint8]
0%
403 µs
402.9 µs
test_parallel_iou_distance[uint8]
bindings/tests/test_speed.py::test_parallel_iou_distance[uint8]
0%
373.8 µs
373.6 µs
test_giou_distance[uint16]
bindings/tests/test_speed.py::test_giou_distance[uint16]
0%
368.9 µs
368.8 µs
iou distance benchmark
powerboxesrs/benches/bench_iou.rs::benches::iou_distance_benchmark::iou distance benchmark
0%
213.3 µs
213.3 µs
test_parallel_giou_distance[uint64]
bindings/tests/test_speed.py::test_parallel_giou_distance[uint64]
0%
401.6 µs
401.5 µs
test_boxes_areas[uint16]
bindings/tests/test_speed.py::test_boxes_areas[uint16]
0%
33.7 µs
33.7 µs
giou distance benchmark
powerboxesrs/benches/bench_iou.rs::benches::giou_distance_benchmark::giou distance benchmark
0%
270 µs
270 µs
test_tiou_distance[int64]
bindings/tests/test_speed.py::test_tiou_distance[int64]
0%
275.9 µs
275.9 µs
test_giou_distance[int16]
bindings/tests/test_speed.py::test_giou_distance[int16]
0%
368.6 µs
368.6 µs
test_iou_distance[uint8]
bindings/tests/test_speed.py::test_iou_distance[uint8]
0%
291.7 µs
291.6 µs
test_nms_many_boxes[20000]
bindings/tests/test_speed.py::test_nms_many_boxes[20000]
0%
765.9 ms
765.9 ms
test_parallel_giou_distance[int32]
bindings/tests/test_speed.py::test_parallel_giou_distance[int32]
0%
376.1 µs
376.1 µs
test_rotated_iou_distance[float64]
bindings/tests/test_speed.py::test_rotated_iou_distance[float64]
0%
12.8 ms
12.8 ms
test_masks_to_boxes
bindings/tests/test_speed.py::test_masks_to_boxes
0%
9.4 ms
9.4 ms
test_parallel_giou_distance[float64]
bindings/tests/test_speed.py::test_parallel_giou_distance[float64]
0%
269.5 µs
269.5 µs
test_parallel_iou_distance[float32]
bindings/tests/test_speed.py::test_parallel_iou_distance[float32]
0%
238 µs
238 µs
test_giou_distance[uint64]
bindings/tests/test_speed.py::test_giou_distance[uint64]
0%
401.6 µs
401.6 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%
295.7 µs
295.7 µs
test_giou_distance[uint32]
bindings/tests/test_speed.py::test_giou_distance[uint32]
0%
376 µs
376.1 µs
test_diou_distance[float64]
bindings/tests/test_speed.py::test_diou_distance[float64]
0%
201.5 µs
201.6 µs
test_nms_many_boxes[10000]
bindings/tests/test_speed.py::test_nms_many_boxes[10000]
0%
197 ms
197 ms
test_parallel_giou_distance[int16]
bindings/tests/test_speed.py::test_parallel_giou_distance[int16]
0%
368.7 µs
368.7 µs
test_parallel_giou_distance[uint8]
bindings/tests/test_speed.py::test_parallel_giou_distance[uint8]
0%
403.6 µs
403.7 µs
test_tiou_distance[float64]
bindings/tests/test_speed.py::test_tiou_distance[float64]
0%
198.3 µs
198.4 µs
test_iou_distance[float32]
bindings/tests/test_speed.py::test_iou_distance[float32]
0%
188.5 µs
188.6 µs
test_giou_distance[int64]
bindings/tests/test_speed.py::test_giou_distance[int64]
0%
381.8 µs
381.9 µs
test_iou_distance[int32]
bindings/tests/test_speed.py::test_iou_distance[int32]
0%
272.8 µs
272.9 µs
test_giou_distance[float64]
bindings/tests/test_speed.py::test_giou_distance[float64]
0%
268.7 µs
268.8 µs
test_box_convert_xywh_xyxy[uint32]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[uint32]
0%
37.4 µs
37.4 µs
test_giou_distance[float32]
bindings/tests/test_speed.py::test_giou_distance[float32]
0%
269 µs
269.1 µs
test_tiou_distance[uint32]
bindings/tests/test_speed.py::test_tiou_distance[uint32]
0%
244.2 µs
244.4 µs
test_tiou_distance[uint64]
bindings/tests/test_speed.py::test_tiou_distance[uint64]
0%
321.5 µs
321.7 µs
test_box_convert_xyxy_cxcywh[float32]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[float32]
0%
36.9 µs
36.9 µs
test_boxes_areas[uint32]
bindings/tests/test_speed.py::test_boxes_areas[uint32]
0%
34.5 µs
34.6 µs
test_box_convert_cxcywh_xyxy[uint16]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[uint16]
0%
35.9 µs
35.9 µs
test_box_convert_xyxy_cxcywh[uint64]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[uint64]
0%
40.9 µs
41 µs
test_remove_small_boxes[uint32]
bindings/tests/test_speed.py::test_remove_small_boxes[uint32]
0%
36 µs
36.1 µs
test_iou_distance[int64]
bindings/tests/test_speed.py::test_iou_distance[int64]
0%
284.3 µs
284.6 µs
test_rtree_nms_many_boxes[1000]
bindings/tests/test_speed.py::test_rtree_nms_many_boxes[1000]
0%
629.7 µs
630.2 µs
test_iou_distance[uint32]
bindings/tests/test_speed.py::test_iou_distance[uint32]
0%
272.8 µs
273.1 µs
test_box_convert_xyxy_xywh[uint64]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[uint64]
0%
40.9 µs
40.9 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_box_convert_xywh_cxcywh[uint64]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[uint64]
0%
40.8 µs
40.9 µs
test_rotated_tiou_distance[float64]
bindings/tests/test_speed.py::test_rotated_tiou_distance[float64]
0%
192.4 µs
192.7 µs
test_iou_distance[float64]
bindings/tests/test_speed.py::test_iou_distance[float64]
0%
195.8 µs
196.1 µs
test_box_convert_cxcywh_xyxy[float32]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[float32]
0%
38.3 µs
38.4 µs
test_nms[uint32]
bindings/tests/test_speed.py::test_nms[uint32]
0%
79.5 µs
79.6 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_box_convert_xywh_xyxy[int64]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[int64]
0%
40.5 µs
40.6 µs
test_nms[int16]
bindings/tests/test_speed.py::test_nms[int16]
0%
78.5 µs
78.6 µs
test_box_convert_xyxy_cxcywh[int64]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[int64]
0%
41.2 µs
41.2 µs
test_boxes_areas[float32]
bindings/tests/test_speed.py::test_boxes_areas[float32]
0%
34.6 µs
34.7 µs
test_rtree_nms[int16]
bindings/tests/test_speed.py::test_rtree_nms[int16]
0%
88.2 µs
88.4 µs
test_parallel_iou_distance[uint32]
bindings/tests/test_speed.py::test_parallel_iou_distance[uint32]
0%
352.5 µs
353.3 µs
test_remove_small_boxes[int64]
bindings/tests/test_speed.py::test_remove_small_boxes[int64]
0%
36.6 µs
36.7 µs
test_box_convert_xyxy_xywh[int16]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[int16]
0%
35.5 µs
35.6 µs
test_box_convert_cxcywh_xyxy[uint32]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[uint32]
0%
37 µs
37.1 µs
test_box_convert_cxcywh_xywh[uint8]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[uint8]
0%
35.2 µs
35.3 µs
test_box_convert_xywh_xyxy[float64]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[float64]
0%
40.6 µs
40.8 µs
test_boxes_areas[float64]
bindings/tests/test_speed.py::test_boxes_areas[float64]
0%
39 µs
39.2 µs
test_remove_small_boxes[float64]
bindings/tests/test_speed.py::test_remove_small_boxes[float64]
0%
39.5 µs
39.6 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[float64]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[float64]
0%
43.7 µs
43.9 µs
test_rtree_nms[int32]
bindings/tests/test_speed.py::test_rtree_nms[int32]
0%
90.2 µs
90.6 µs
test_box_convert_cxcywh_xyxy[int32]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[int32]
0%
37 µs
37.2 µs
test_box_convert_cxcywh_xywh[int32]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[int32]
0%
36.8 µs
37 µs
test_box_convert_xywh_cxcywh[uint8]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[uint8]
0%
35.2 µs
35.4 µs
test_box_convert_cxcywh_xywh[float32]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[float32]
0%
37 µs
37.1 µs
test_boxes_areas[uint8]
bindings/tests/test_speed.py::test_boxes_areas[uint8]
0%
34.8 µs
34.9 µs
test_remove_small_boxes[uint64]
bindings/tests/test_speed.py::test_remove_small_boxes[uint64]
0%
36.7 µs
36.9 µs
test_boxes_areas[int64]
bindings/tests/test_speed.py::test_boxes_areas[int64]
0%
36.2 µs
36.3 µs
test_box_convert_cxcywh_xyxy[float64]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[float64]
-1%
41 µs
41.2 µs
test_rtree_nms_many_boxes[20000]
bindings/tests/test_speed.py::test_rtree_nms_many_boxes[20000]
-1%
15.8 ms
15.9 ms
test_boxes_areas[int16]
bindings/tests/test_speed.py::test_boxes_areas[int16]
-1%
33.6 µs
33.8 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_rtree_nms[float32]
bindings/tests/test_speed.py::test_rtree_nms[float32]
-1%
92.2 µs
92.7 µs
test_nms[uint64]
bindings/tests/test_speed.py::test_nms[uint64]
-1%
81.4 µs
81.8 µs
test_remove_small_boxes[int32]
bindings/tests/test_speed.py::test_remove_small_boxes[int32]
-1%
35.2 µs
35.4 µs
test_box_convert_cxcywh_xywh[float64]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[float64]
-1%
40.6 µs
40.9 µs
test_nms[int64]
bindings/tests/test_speed.py::test_nms[int64]
-1%
81.2 µs
81.7 µs
test_box_convert_xyxy_cxcywh[float64]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[float64]
-1%
40.8 µs
41 µs
test_box_convert_cxcywh_xyxy[uint64]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[uint64]
-1%
40.9 µs
41.2 µs
test_boxes_areas[uint64]
bindings/tests/test_speed.py::test_boxes_areas[uint64]
-1%
36.2 µs
36.4 µs
test_box_convert_xywh_xyxy[int32]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[int32]
-1%
36.7 µs
37 µs
test_box_convert_xywh_xyxy[int16]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[int16]
-1%
35.5 µs
35.7 µs
test_rtree_nms_many_boxes[10000]
bindings/tests/test_speed.py::test_rtree_nms_many_boxes[10000]
-1%
7.5 ms
7.6 ms
test_box_convert_xyxy_xywh[float32]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[float32]
-1%
36.8 µs
37 µs
test_box_convert_xyxy_xywh[uint8]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[uint8]
-1%
36.3 µs
36.6 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_xyxy_xywh[uint32]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[uint32]
-1%
36.6 µs
36.9 µs
test_box_convert_xywh_xyxy[uint16]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[uint16]
-1%
35.6 µs
35.9 µs
test_box_convert_xywh_xyxy[uint64]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[uint64]
-1%
40.6 µs
41 µs
test_box_convert_xywh_cxcywh[float64]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[float64]
-1%
40.8 µs
41.2 µs
parallel iou distance benchmark
powerboxesrs/benches/bench_iou.rs::benches::parallel_iou_distance_benchmark::parallel iou distance benchmark
-1%
281.1 µs
284.1 µs
test_box_convert_xyxy_cxcywh[int16]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[int16]
-1%
35.7 µs
36.1 µs
test_box_convert_cxcywh_xywh[int64]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[int64]
-1%
40.7 µs
41.2 µs
test_boxes_areas[int32]
bindings/tests/test_speed.py::test_boxes_areas[int32]
-1%
34.3 µs
34.7 µs
test_box_convert_xyxy_xywh[int32]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[int32]
-1%
36.5 µs
37 µs
test_parallel_iou_distance[int32]
bindings/tests/test_speed.py::test_parallel_iou_distance[int32]
-2%
370.5 µs
378.3 µs
test_parallel_iou_distance[uint16]
bindings/tests/test_speed.py::test_parallel_iou_distance[uint16]
-3%
402.8 µs
415.1 µs
test_parallel_iou_distance[uint64]
bindings/tests/test_speed.py::test_parallel_iou_distance[uint64]
-3%
362.8 µs
375.3 µs
test_nms_many_boxes[5000]
bindings/tests/test_speed.py::test_nms_many_boxes[5000]
-4%
47.9 ms
49.6 ms
test_parallel_iou_distance[int16]
bindings/tests/test_speed.py::test_parallel_iou_distance[int16]
-7%
392.9 µs
424.7 µs
test_parallel_iou_distance[float64]
bindings/tests/test_speed.py::test_parallel_iou_distance[float64]
-13%
225.3 µs
259.7 µs
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