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Base runon
main
at
fe2b479
compared to head run on
main
at
1d4c520
from
11 months ago
0%
IMPROVEMENTS
0
REGRESSIONS
0
UNTOUCHED
135
NEW
9
DROPPED
0
IGNORED
0

Benchmarks

New

test_tiou_distance[float32]
bindings/tests/test_speed.py::test_tiou_distance[float32]
N/A
N/A
1 ms
test_tiou_distance[float64]
bindings/tests/test_speed.py::test_tiou_distance[float64]
N/A
N/A
1 ms
test_tiou_distance[int16]
bindings/tests/test_speed.py::test_tiou_distance[int16]
N/A
N/A
1.3 ms
test_tiou_distance[int32]
bindings/tests/test_speed.py::test_tiou_distance[int32]
N/A
N/A
1.2 ms
test_tiou_distance[int64]
bindings/tests/test_speed.py::test_tiou_distance[int64]
N/A
N/A
1.2 ms
test_tiou_distance[uint16]
bindings/tests/test_speed.py::test_tiou_distance[uint16]
N/A
N/A
1.3 ms
test_tiou_distance[uint32]
bindings/tests/test_speed.py::test_tiou_distance[uint32]
N/A
N/A
1.2 ms
test_tiou_distance[uint64]
bindings/tests/test_speed.py::test_tiou_distance[uint64]
N/A
N/A
1.3 ms
test_tiou_distance[uint8]
bindings/tests/test_speed.py::test_tiou_distance[uint8]
N/A
N/A
1.2 ms

Passed

test_remove_small_boxes[float64]
bindings/tests/test_speed.py::test_remove_small_boxes[float64]
+11%
44.1 µs
39.7 µs
test_parallel_iou_distance[float32]
bindings/tests/test_speed.py::test_parallel_iou_distance[float32]
+10%
256.6 µs
232.5 µs
parallel giou distance benchmark
powerboxesrs/benches/bench_iou.rs::benches::parallel_giou_distance_benchmark::parallel giou distance benchmark
+10%
445.4 µs
405.7 µs
test_parallel_iou_distance[int32]
bindings/tests/test_speed.py::test_parallel_iou_distance[int32]
+5%
376.2 µs
358.6 µs
test_rtree_nms[float64]
bindings/tests/test_speed.py::test_rtree_nms[float64]
+5%
143.6 µs
137 µs
test_giou_distance[float64]
bindings/tests/test_speed.py::test_giou_distance[float64]
+3%
279 µs
269.6 µs
parallel iou distance benchmark
powerboxesrs/benches/bench_iou.rs::benches::parallel_iou_distance_benchmark::parallel iou distance benchmark
+3%
296.4 µs
286.6 µs
test_box_convert_xyxy_xywh[int32]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[int32]
+2%
37.8 µs
37 µs
test_nms[uint8]
bindings/tests/test_speed.py::test_nms[uint8]
+2%
75.2 µs
73.8 µs
test_giou_distance[uint64]
bindings/tests/test_speed.py::test_giou_distance[uint64]
+1%
406.9 µs
402.2 µs
test_box_convert_xyxy_xywh[int16]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[int16]
+1%
36.1 µs
35.7 µs
test_parallel_giou_distance[uint64]
bindings/tests/test_speed.py::test_parallel_giou_distance[uint64]
+1%
407.1 µs
402.9 µs
test_box_convert_xyxy_xywh[uint32]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[uint32]
+1%
37.2 µs
36.9 µs
test_parallel_iou_distance[int16]
bindings/tests/test_speed.py::test_parallel_iou_distance[int16]
+1%
413.6 µs
410.7 µs
test_nms_many_boxes[20000]
bindings/tests/test_speed.py::test_nms_many_boxes[20000]
+1%
771.2 ms
766.2 ms
test_box_convert_cxcywh_xyxy[uint64]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[uint64]
+1%
41 µs
40.7 µs
test_box_convert_xywh_xyxy[int16]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[int16]
+1%
35.4 µs
35.2 µs
test_nms[uint64]
bindings/tests/test_speed.py::test_nms[uint64]
+1%
81.8 µs
81.2 µs
test_nms[int64]
bindings/tests/test_speed.py::test_nms[int64]
+1%
81.8 µs
81.4 µs
test_box_convert_xyxy_cxcywh[int64]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[int64]
+1%
41.2 µs
41 µs
test_box_convert_xyxy_cxcywh[uint64]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[uint64]
0%
40.9 µs
40.7 µs
test_box_convert_cxcywh_xyxy[int64]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[int64]
0%
41.1 µs
40.9 µs
test_box_convert_cxcywh_xywh[uint64]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[uint64]
0%
40.7 µs
40.6 µs
test_box_convert_xyxy_cxcywh[uint8]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[uint8]
0%
35.7 µs
35.5 µs
test_rtree_nms[int32]
bindings/tests/test_speed.py::test_rtree_nms[int32]
0%
131.8 µs
131.2 µs
test_box_convert_cxcywh_xywh[float32]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[float32]
0%
36.9 µs
36.7 µs
test_nms_many_boxes[1000]
bindings/tests/test_speed.py::test_nms_many_boxes[1000]
0%
1.9 ms
1.9 ms
test_nms[int32]
bindings/tests/test_speed.py::test_nms[int32]
0%
79.4 µs
79.1 µs
test_box_convert_xywh_cxcywh[float32]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[float32]
0%
36.8 µs
36.7 µs
test_box_convert_xywh_cxcywh[uint32]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[uint32]
0%
36.9 µs
36.8 µs
test_boxes_areas[int16]
bindings/tests/test_speed.py::test_boxes_areas[int16]
0%
33.8 µs
33.7 µs
test_nms[float64]
bindings/tests/test_speed.py::test_nms[float64]
0%
77.2 µs
77 µs
test_nms[uint16]
bindings/tests/test_speed.py::test_nms[uint16]
0%
79 µs
78.8 µs
test_box_convert_xyxy_xywh[float32]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[float32]
0%
37 µs
36.9 µs
test_box_convert_cxcywh_xyxy[float32]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[float32]
0%
38.1 µs
38 µs
test_box_convert_cxcywh_xywh[int16]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[int16]
0%
36.1 µs
36 µs
test_nms[float32]
bindings/tests/test_speed.py::test_nms[float32]
0%
71.9 µs
71.8 µs
test_box_convert_cxcywh_xywh[float64]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[float64]
0%
40.9 µs
40.9 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_box_convert_cxcywh_xywh[int64]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[int64]
0%
41 µs
40.9 µs
test_box_convert_xywh_xyxy[int64]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[int64]
0%
40.8 µs
40.8 µs
test_parallel_giou_distance[int16]
bindings/tests/test_speed.py::test_parallel_giou_distance[int16]
0%
369.2 µs
369.1 µs
test_giou_distance[uint16]
bindings/tests/test_speed.py::test_giou_distance[uint16]
0%
369 µs
368.9 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_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 µs
269 µs
test_boxes_areas[uint16]
bindings/tests/test_speed.py::test_boxes_areas[uint16]
0%
33.9 µs
33.9 µs
test_boxes_areas[uint32]
bindings/tests/test_speed.py::test_boxes_areas[uint32]
0%
34.9 µs
34.9 µs
test_box_convert_xyxy_cxcywh[float64]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[float64]
0%
40.8 µs
40.9 µs
test_box_convert_xyxy_cxcywh[uint32]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[uint32]
0%
37 µs
37.1 µs
test_remove_small_boxes[float32]
bindings/tests/test_speed.py::test_remove_small_boxes[float32]
0%
37.4 µs
37.4 µs
test_box_convert_xywh_xyxy[uint32]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[uint32]
0%
36.8 µs
36.8 µs
test_box_convert_xyxy_xywh[float64]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[float64]
0%
43.9 µs
43.9 µs
test_giou_distance[float32]
bindings/tests/test_speed.py::test_giou_distance[float32]
0%
267.7 µs
268.1 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_giou_distance[uint8]
bindings/tests/test_speed.py::test_giou_distance[uint8]
0%
402.9 µs
403.6 µs
test_box_convert_xyxy_xywh[uint64]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[uint64]
0%
40.8 µs
40.8 µs
test_iou_distance[int32]
bindings/tests/test_speed.py::test_iou_distance[int32]
0%
272.6 µs
273 µs
test_iou_distance[int16]
bindings/tests/test_speed.py::test_iou_distance[int16]
0%
295.6 µs
296.1 µs
test_parallel_giou_distance[uint8]
bindings/tests/test_speed.py::test_parallel_giou_distance[uint8]
0%
402.9 µs
403.6 µs
test_box_convert_xyxy_cxcywh[int32]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[int32]
0%
37.1 µs
37.2 µs
test_iou_distance[uint8]
bindings/tests/test_speed.py::test_iou_distance[uint8]
0%
290.9 µs
291.5 µs
test_remove_small_boxes[uint32]
bindings/tests/test_speed.py::test_remove_small_boxes[uint32]
0%
35.5 µs
35.6 µs
test_parallel_giou_distance[uint16]
bindings/tests/test_speed.py::test_parallel_giou_distance[uint16]
0%
368.8 µs
369.5 µs
test_giou_distance[int32]
bindings/tests/test_speed.py::test_giou_distance[int32]
0%
375.9 µs
376.6 µs
test_giou_distance[uint32]
bindings/tests/test_speed.py::test_giou_distance[uint32]
0%
375.9 µs
376.7 µs
test_parallel_giou_distance[int32]
bindings/tests/test_speed.py::test_parallel_giou_distance[int32]
0%
375.8 µs
376.6 µs
test_box_convert_xywh_cxcywh[float64]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[float64]
0%
40.5 µs
40.6 µs
test_iou_distance[uint16]
bindings/tests/test_speed.py::test_iou_distance[uint16]
0%
295.6 µs
296.3 µs
test_box_convert_xywh_xyxy[float64]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[float64]
0%
40.4 µs
40.5 µs
test_box_convert_cxcywh_xywh[uint32]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[uint32]
0%
36.9 µs
37 µs
test_box_convert_xywh_xyxy[uint16]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[uint16]
0%
35.4 µs
35.5 µs
test_box_convert_xyxy_xywh[int64]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[int64]
0%
41 µs
41.1 µs
test_iou_distance[uint32]
bindings/tests/test_speed.py::test_iou_distance[uint32]
0%
272.2 µs
272.9 µs
test_box_convert_xyxy_cxcywh[int16]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[int16]
0%
36 µs
36.1 µs
test_box_convert_xyxy_cxcywh[uint16]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[uint16]
0%
36.2 µs
36.3 µs
test_parallel_giou_distance[uint32]
bindings/tests/test_speed.py::test_parallel_giou_distance[uint32]
0%
375.6 µs
376.7 µs
test_box_convert_xywh_xyxy[float32]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[float32]
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%
41.1 µs
41.2 µs
test_parallel_giou_distance[float32]
bindings/tests/test_speed.py::test_parallel_giou_distance[float32]
0%
267.4 µs
268.3 µs
test_parallel_iou_distance[int64]
bindings/tests/test_speed.py::test_parallel_iou_distance[int64]
0%
361.9 µs
363.1 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_parallel_iou_distance[uint64]
bindings/tests/test_speed.py::test_parallel_iou_distance[uint64]
0%
395.9 µs
397.3 µs
test_boxes_areas[uint8]
bindings/tests/test_speed.py::test_boxes_areas[uint8]
0%
34.8 µs
34.9 µs
test_box_convert_cxcywh_xyxy[uint32]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[uint32]
0%
36.8 µs
37 µs
test_box_convert_xywh_xyxy[int32]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[int32]
0%
36.7 µs
36.8 µs
test_remove_small_boxes[uint8]
bindings/tests/test_speed.py::test_remove_small_boxes[uint8]
0%
35.5 µs
35.6 µs
test_box_convert_cxcywh_xyxy[float64]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[float64]
0%
40.5 µs
40.7 µs
test_giou_distance[int16]
bindings/tests/test_speed.py::test_giou_distance[int16]
0%
368.5 µs
370.2 µs
test_box_convert_xyxy_xywh[uint8]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[uint8]
0%
36.5 µs
36.7 µs
test_box_convert_cxcywh_xyxy[int32]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[int32]
0%
36.8 µs
37 µs
test_remove_small_boxes[uint64]
bindings/tests/test_speed.py::test_remove_small_boxes[uint64]
-1%
36.9 µs
37.1 µs
test_iou_distance[float32]
bindings/tests/test_speed.py::test_iou_distance[float32]
-1%
187 µs
188 µs
test_box_convert_cxcywh_xywh[uint8]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[uint8]
-1%
34.9 µs
35.1 µs
test_parallel_iou_distance[uint32]
bindings/tests/test_speed.py::test_parallel_iou_distance[uint32]
-1%
376 µs
378.1 µs
test_boxes_areas[uint64]
bindings/tests/test_speed.py::test_boxes_areas[uint64]
-1%
36.2 µs
36.4 µs
test_box_convert_cxcywh_xywh[uint16]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[uint16]
-1%
35.8 µs
36 µs
test_boxes_areas[float64]
bindings/tests/test_speed.py::test_boxes_areas[float64]
-1%
39 µs
39.3 µs
test_box_convert_cxcywh_xywh[int32]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[int32]
-1%
36.9 µs
37.1 µs
test_boxes_areas[int64]
bindings/tests/test_speed.py::test_boxes_areas[int64]
-1%
36.2 µs
36.5 µs
test_nms[uint32]
bindings/tests/test_speed.py::test_nms[uint32]
-1%
79 µs
79.7 µs
test_box_convert_xyxy_xywh[uint16]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[uint16]
-1%
35.8 µs
36.1 µs
test_remove_small_boxes[uint16]
bindings/tests/test_speed.py::test_remove_small_boxes[uint16]
-1%
33.8 µs
34.1 µs
test_remove_small_boxes[int32]
bindings/tests/test_speed.py::test_remove_small_boxes[int32]
-1%
35.4 µs
35.8 µs
test_boxes_areas[float32]
bindings/tests/test_speed.py::test_boxes_areas[float32]
-1%
34.5 µs
34.9 µs
test_iou_distance[uint64]
bindings/tests/test_speed.py::test_iou_distance[uint64]
-1%
293 µs
296 µs
test_box_convert_xywh_xyxy[uint64]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[uint64]
-1%
40.3 µs
40.7 µs
test_iou_distance[float64]
bindings/tests/test_speed.py::test_iou_distance[float64]
-1%
194.3 µs
196.4 µs
test_nms_many_boxes[10000]
bindings/tests/test_speed.py::test_nms_many_boxes[10000]
-1%
200.6 ms
202.8 ms
test_box_convert_xywh_xyxy[uint8]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[uint8]
-1%
34.9 µs
35.3 µs
test_nms[int16]
bindings/tests/test_speed.py::test_nms[int16]
-1%
78.4 µs
79.4 µs
test_iou_distance[int64]
bindings/tests/test_speed.py::test_iou_distance[int64]
-1%
280.8 µs
284.6 µs
test_box_convert_cxcywh_xyxy[uint8]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[uint8]
-1%
34.9 µs
35.4 µs
test_remove_small_boxes[int64]
bindings/tests/test_speed.py::test_remove_small_boxes[int64]
-1%
36.6 µs
37.2 µs
test_rtree_nms_many_boxes[20000]
bindings/tests/test_speed.py::test_rtree_nms_many_boxes[20000]
-1%
37.8 ms
38.3 ms
test_giou_distance[int64]
bindings/tests/test_speed.py::test_giou_distance[int64]
-1%
382.4 µs
388 µs
test_box_convert_cxcywh_xyxy[uint16]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[uint16]
-1%
35.5 µs
36.1 µs
test_box_convert_xywh_cxcywh[uint8]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[uint8]
-2%
34.9 µs
35.4 µs
test_parallel_giou_distance[int64]
bindings/tests/test_speed.py::test_parallel_giou_distance[int64]
-2%
381.6 µs
388.2 µs
test_box_convert_cxcywh_xyxy[int16]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[int16]
-2%
35.3 µs
36 µs
test_rtree_nms_many_boxes[10000]
bindings/tests/test_speed.py::test_rtree_nms_many_boxes[10000]
-2%
17.4 ms
17.8 ms
test_remove_small_boxes[int16]
bindings/tests/test_speed.py::test_remove_small_boxes[int16]
-2%
33.7 µs
34.5 µs
test_box_convert_xywh_cxcywh[int16]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[int16]
-2%
35.3 µs
36 µs
test_rtree_nms[int16]
bindings/tests/test_speed.py::test_rtree_nms[int16]
-2%
125.4 µs
128.2 µs
test_box_convert_xywh_cxcywh[uint16]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[uint16]
-2%
35.5 µs
36.3 µs
test_boxes_areas[int32]
bindings/tests/test_speed.py::test_boxes_areas[int32]
-3%
34.8 µs
35.7 µs
test_rtree_nms_many_boxes[5000]
bindings/tests/test_speed.py::test_rtree_nms_many_boxes[5000]
-3%
8 ms
8.2 ms
test_parallel_iou_distance[uint8]
bindings/tests/test_speed.py::test_parallel_iou_distance[uint8]
-3%
371.2 µs
384.2 µs
test_rtree_nms_many_boxes[1000]
bindings/tests/test_speed.py::test_rtree_nms_many_boxes[1000]
-4%
1.3 ms
1.4 ms
test_nms_many_boxes[5000]
bindings/tests/test_speed.py::test_nms_many_boxes[5000]
-4%
47.8 ms
49.8 ms
test_parallel_iou_distance[uint16]
bindings/tests/test_speed.py::test_parallel_iou_distance[uint16]
-5%
403.3 µs
422.8 µs
test_parallel_iou_distance[float64]
bindings/tests/test_speed.py::test_parallel_iou_distance[float64]
-5%
231.9 µs
244.4 µs
test_rtree_nms[int64]
bindings/tests/test_speed.py::test_rtree_nms[int64]
-6%
125.3 µs
134 µs
test_rtree_nms[float32]
bindings/tests/test_speed.py::test_rtree_nms[float32]
-14%
118.5 µs
137.5 µs
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