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Base runon
main
at
33c1627
compared to head run on
main
at
13e23f1
from
11 months ago
-75%
IMPROVEMENTS
0
REGRESSIONS
22
UNTOUCHED
113
NEW
0
DROPPED
0
IGNORED
0

Benchmarks

Failed

test_nms[float32]Regression
bindings/tests/test_speed.py::test_nms[float32]
-47%
70.8 µs
134.4 µs
test_nms[float64]Regression
bindings/tests/test_speed.py::test_nms[float64]
-45%
75.9 µs
137.4 µs
test_nms[int16]Regression
bindings/tests/test_speed.py::test_nms[int16]
-53%
77.1 µs
164.3 µs
test_nms[int32]Regression
bindings/tests/test_speed.py::test_nms[int32]
-53%
78.1 µs
166.2 µs
test_nms[int64]Regression
bindings/tests/test_speed.py::test_nms[int64]
-52%
80.3 µs
168.7 µs
test_nms[uint16]Regression
bindings/tests/test_speed.py::test_nms[uint16]
-53%
77.4 µs
164.8 µs
test_nms[uint32]Regression
bindings/tests/test_speed.py::test_nms[uint32]
-53%
78.3 µs
166.3 µs
test_nms[uint64]Regression
bindings/tests/test_speed.py::test_nms[uint64]
-52%
80.4 µs
168.4 µs
test_nms[uint8]Regression
bindings/tests/test_speed.py::test_nms[uint8]
-45%
74.3 µs
134.1 µs
test_nms_many_boxes[10000]Regression
bindings/tests/test_speed.py::test_nms_many_boxes[10000]
-74%
200.5 ms
767 ms
test_nms_many_boxes[1000]Regression
bindings/tests/test_speed.py::test_nms_many_boxes[1000]
-74%
1.9 ms
7.3 ms
test_nms_many_boxes[20000]Regression
bindings/tests/test_speed.py::test_nms_many_boxes[20000]
-75%
771 ms
3,033.9 ms
test_nms_many_boxes[5000]Regression
bindings/tests/test_speed.py::test_nms_many_boxes[5000]
-75%
47.7 ms
192.2 ms
test_rtree_nms[float32]Regression
bindings/tests/test_speed.py::test_rtree_nms[float32]
-46%
116.9 µs
215.6 µs
test_rtree_nms[float64]Regression
bindings/tests/test_speed.py::test_rtree_nms[float64]
-35%
142.8 µs
221 µs
test_rtree_nms[int16]Regression
bindings/tests/test_speed.py::test_rtree_nms[int16]
-45%
124.2 µs
225 µs
test_rtree_nms[int32]Regression
bindings/tests/test_speed.py::test_rtree_nms[int32]
-41%
129.9 µs
218.7 µs
test_rtree_nms[int64]Regression
bindings/tests/test_speed.py::test_rtree_nms[int64]
-51%
123.6 µs
252.6 µs
test_rtree_nms_many_boxes[10000]Regression
bindings/tests/test_speed.py::test_rtree_nms_many_boxes[10000]
-50%
17.5 ms
34.8 ms
test_rtree_nms_many_boxes[1000]Regression
bindings/tests/test_speed.py::test_rtree_nms_many_boxes[1000]
-53%
1.3 ms
2.8 ms
test_rtree_nms_many_boxes[20000]Regression
bindings/tests/test_speed.py::test_rtree_nms_many_boxes[20000]
-51%
37.8 ms
77 ms
test_rtree_nms_many_boxes[5000]Regression
bindings/tests/test_speed.py::test_rtree_nms_many_boxes[5000]
-53%
8 ms
17.2 ms

Passed

parallel iou distance benchmark
powerboxesrs/benches/bench_iou.rs::benches::parallel_iou_distance_benchmark::parallel iou distance benchmark
+1%
289.6 µs
285.8 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_iou_distance[uint8]
bindings/tests/test_speed.py::test_parallel_iou_distance[uint8]
0%
371.1 µs
371.1 µs
giou distance benchmark
powerboxesrs/benches/bench_iou.rs::benches::giou_distance_benchmark::giou distance benchmark
0%
270 µs
270 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[uint8]
bindings/tests/test_speed.py::test_parallel_giou_distance[uint8]
0%
402.9 µs
403.4 µs
test_giou_distance[float64]
bindings/tests/test_speed.py::test_giou_distance[float64]
0%
278.4 µs
278.8 µs
test_giou_distance[uint32]
bindings/tests/test_speed.py::test_giou_distance[uint32]
0%
375.6 µs
376.1 µs
test_parallel_giou_distance[uint16]
bindings/tests/test_speed.py::test_parallel_giou_distance[uint16]
0%
368.6 µs
369.1 µs
test_parallel_giou_distance[int16]
bindings/tests/test_speed.py::test_parallel_giou_distance[int16]
0%
369.1 µs
369.6 µs
test_giou_distance[int32]
bindings/tests/test_speed.py::test_giou_distance[int32]
0%
375.7 µs
376.3 µs
test_giou_distance[int16]
bindings/tests/test_speed.py::test_giou_distance[int16]
0%
368.2 µs
368.8 µs
test_iou_distance[int32]
bindings/tests/test_speed.py::test_iou_distance[int32]
0%
272.3 µs
272.7 µs
test_iou_distance[uint16]
bindings/tests/test_speed.py::test_iou_distance[uint16]
0%
295.5 µs
296 µs
test_giou_distance[uint16]
bindings/tests/test_speed.py::test_giou_distance[uint16]
0%
368.4 µs
369.1 µs
test_giou_distance[uint8]
bindings/tests/test_speed.py::test_giou_distance[uint8]
0%
402.7 µs
403.4 µs
test_giou_distance[uint64]
bindings/tests/test_speed.py::test_giou_distance[uint64]
0%
406.5 µs
407.2 µs
test_iou_distance[int16]
bindings/tests/test_speed.py::test_iou_distance[int16]
0%
295.4 µs
296 µs
test_iou_distance[uint32]
bindings/tests/test_speed.py::test_iou_distance[uint32]
0%
272 µs
272.5 µs
test_parallel_giou_distance[uint32]
bindings/tests/test_speed.py::test_parallel_giou_distance[uint32]
0%
375.6 µs
376.3 µs
test_parallel_iou_distance[int64]
bindings/tests/test_speed.py::test_parallel_iou_distance[int64]
0%
361.8 µs
362.6 µs
test_parallel_giou_distance[int32]
bindings/tests/test_speed.py::test_parallel_giou_distance[int32]
0%
375.5 µs
376.3 µs
test_giou_distance[int64]
bindings/tests/test_speed.py::test_giou_distance[int64]
0%
382.1 µs
382.9 µs
test_parallel_giou_distance[uint64]
bindings/tests/test_speed.py::test_parallel_giou_distance[uint64]
0%
406.4 µs
407.4 µs
test_iou_distance[int64]
bindings/tests/test_speed.py::test_iou_distance[int64]
0%
280.7 µs
281.4 µs
test_iou_distance[uint64]
bindings/tests/test_speed.py::test_iou_distance[uint64]
0%
292.7 µs
293.4 µs
test_iou_distance[uint8]
bindings/tests/test_speed.py::test_iou_distance[uint8]
0%
290.7 µs
291.4 µs
test_parallel_giou_distance[int64]
bindings/tests/test_speed.py::test_parallel_giou_distance[int64]
0%
381.3 µs
382.3 µs
test_parallel_giou_distance[float32]
bindings/tests/test_speed.py::test_parallel_giou_distance[float32]
0%
266.8 µs
267.6 µs
test_remove_small_boxes[float64]
bindings/tests/test_speed.py::test_remove_small_boxes[float64]
0%
43.8 µs
43.9 µs
test_parallel_giou_distance[float64]
bindings/tests/test_speed.py::test_parallel_giou_distance[float64]
0%
268.6 µs
269.3 µs
test_giou_distance[float32]
bindings/tests/test_speed.py::test_giou_distance[float32]
0%
267.4 µs
268.1 µs
test_iou_distance[float32]
bindings/tests/test_speed.py::test_iou_distance[float32]
0%
187.1 µs
187.9 µs
test_parallel_iou_distance[uint32]
bindings/tests/test_speed.py::test_parallel_iou_distance[uint32]
0%
364 µs
365.4 µs
test_iou_distance[float64]
bindings/tests/test_speed.py::test_iou_distance[float64]
0%
193.7 µs
194.5 µs
test_box_convert_cxcywh_xyxy[uint16]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[uint16]
0%
35.7 µs
35.9 µs
test_remove_small_boxes[uint8]
bindings/tests/test_speed.py::test_remove_small_boxes[uint8]
-1%
35.4 µs
35.6 µs
test_remove_small_boxes[int64]
bindings/tests/test_speed.py::test_remove_small_boxes[int64]
-1%
36.7 µs
37 µs
test_box_convert_xyxy_xywh[int64]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[int64]
-1%
40.9 µs
41.2 µs
test_remove_small_boxes[int16]
bindings/tests/test_speed.py::test_remove_small_boxes[int16]
-1%
33.7 µs
33.9 µs
test_box_convert_xywh_cxcywh[int32]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[int32]
-1%
36.7 µs
37 µs
test_box_convert_xywh_cxcywh[float64]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[float64]
-1%
40.3 µs
40.6 µs
test_box_convert_cxcywh_xyxy[uint32]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[uint32]
-1%
36.9 µs
37.2 µs
test_box_convert_xywh_xyxy[float32]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[float32]
-1%
36.2 µs
36.5 µs
test_box_convert_xywh_xyxy[float64]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[float64]
-1%
40.2 µs
40.5 µs
test_box_convert_xywh_cxcywh[uint8]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[uint8]
-1%
34.9 µs
35.3 µs
test_box_convert_xywh_cxcywh[float32]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[float32]
-1%
36.5 µs
36.9 µs
test_box_convert_xyxy_cxcywh[uint64]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[uint64]
-1%
40.7 µs
41 µs
test_box_convert_xyxy_cxcywh[uint16]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[uint16]
-1%
35.9 µs
36.3 µs
test_box_convert_xyxy_cxcywh[float64]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[float64]
-1%
40.7 µs
41.1 µs
test_boxes_areas[float64]
bindings/tests/test_speed.py::test_boxes_areas[float64]
-1%
39 µs
39.4 µs
test_box_convert_xyxy_xywh[float64]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[float64]
-1%
43.4 µs
43.9 µs
test_box_convert_xywh_xyxy[int32]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[int32]
-1%
36.5 µs
36.9 µs
test_box_convert_xywh_xyxy[uint64]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[uint64]
-1%
40.5 µs
40.9 µs
test_box_convert_xyxy_xywh[int32]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[int32]
-1%
37.3 µs
37.7 µs
test_box_convert_xywh_cxcywh[uint16]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[uint16]
-1%
35.9 µs
36.3 µs
test_box_convert_xywh_xyxy[int64]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[int64]
-1%
40.6 µs
41.1 µs
test_box_convert_cxcywh_xyxy[int16]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[int16]
-1%
35.7 µs
36.2 µs
test_box_convert_xyxy_xywh[float32]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[float32]
-1%
36.7 µs
37.2 µs
test_boxes_areas[int32]
bindings/tests/test_speed.py::test_boxes_areas[int32]
-1%
34.6 µs
35.1 µs
test_box_convert_xyxy_xywh[uint64]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[uint64]
-1%
40.5 µs
41 µs
test_remove_small_boxes[int32]
bindings/tests/test_speed.py::test_remove_small_boxes[int32]
-1%
35.2 µs
35.7 µs
test_box_convert_cxcywh_xyxy[int32]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[int32]
-1%
36.7 µs
37.2 µs
test_remove_small_boxes[uint32]
bindings/tests/test_speed.py::test_remove_small_boxes[uint32]
-1%
35.2 µs
35.6 µs
test_box_convert_xywh_xyxy[uint32]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[uint32]
-1%
36.5 µs
37 µs
test_boxes_areas[uint16]
bindings/tests/test_speed.py::test_boxes_areas[uint16]
-1%
33.7 µs
34.2 µs
parallel giou distance benchmark
powerboxesrs/benches/bench_iou.rs::benches::parallel_giou_distance_benchmark::parallel giou distance benchmark
-1%
433.4 µs
439.5 µs
test_box_convert_cxcywh_xywh[int32]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[int32]
-1%
36.8 µs
37.3 µs
test_boxes_areas[uint64]
bindings/tests/test_speed.py::test_boxes_areas[uint64]
-1%
36.1 µs
36.6 µs
test_box_convert_cxcywh_xywh[uint32]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[uint32]
-1%
36.7 µs
37.2 µs
test_box_convert_xywh_cxcywh[uint32]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[uint32]
-1%
36.6 µs
37.2 µs
test_box_convert_xyxy_xywh[uint32]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[uint32]
-1%
36.6 µs
37.2 µs
test_boxes_areas[uint8]
bindings/tests/test_speed.py::test_boxes_areas[uint8]
-1%
34.6 µs
35.1 µs
test_box_convert_xywh_cxcywh[int64]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[int64]
-1%
40.7 µs
41.3 µs
test_remove_small_boxes[uint16]
bindings/tests/test_speed.py::test_remove_small_boxes[uint16]
-1%
33.8 µs
34.3 µs
test_box_convert_xyxy_cxcywh[uint32]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[uint32]
-1%
36.7 µs
37.2 µs
test_box_convert_cxcywh_xyxy[uint64]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[uint64]
-1%
40.5 µs
41.1 µs
test_remove_small_boxes[float32]
bindings/tests/test_speed.py::test_remove_small_boxes[float32]
-2%
36.9 µs
37.5 µs
test_box_convert_xywh_cxcywh[uint64]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[uint64]
-2%
40.5 µs
41.2 µs
test_boxes_areas[float32]
bindings/tests/test_speed.py::test_boxes_areas[float32]
-2%
34.4 µs
34.9 µs
test_box_convert_cxcywh_xywh[uint64]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[uint64]
-2%
40.5 µs
41.2 µs
test_boxes_areas[int64]
bindings/tests/test_speed.py::test_boxes_areas[int64]
-2%
36 µs
36.6 µs
test_box_convert_cxcywh_xywh[int64]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[int64]
-2%
40.7 µs
41.4 µs
test_remove_small_boxes[uint64]
bindings/tests/test_speed.py::test_remove_small_boxes[uint64]
-2%
36.5 µs
37.1 µs
test_boxes_areas[uint32]
bindings/tests/test_speed.py::test_boxes_areas[uint32]
-2%
34.5 µs
35 µs
test_box_convert_xywh_xyxy[uint8]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[uint8]
-2%
34.9 µs
35.5 µs
test_box_convert_cxcywh_xyxy[float64]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[float64]
-2%
40.4 µs
41.1 µs
test_box_convert_cxcywh_xyxy[int64]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[int64]
-2%
40.9 µs
41.6 µs
test_box_convert_xywh_xyxy[uint16]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[uint16]
-2%
35.5 µs
36.1 µs
test_box_convert_xyxy_cxcywh[int32]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[int32]
-2%
36.8 µs
37.4 µs
test_box_convert_cxcywh_xyxy[float32]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[float32]
-2%
38 µs
38.7 µs
test_box_convert_xyxy_cxcywh[float32]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[float32]
-2%
36.6 µs
37.3 µs
test_box_convert_cxcywh_xyxy[uint8]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[uint8]
-2%
34.9 µs
35.6 µs
test_box_convert_cxcywh_xywh[float32]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[float32]
-2%
36.5 µs
37.2 µs
test_box_convert_cxcywh_xywh[float64]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[float64]
-2%
40.2 µs
41 µs
test_box_convert_xyxy_xywh[uint8]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[uint8]
-2%
36.1 µs
36.8 µs
test_box_convert_cxcywh_xywh[uint8]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[uint8]
-2%
34.9 µs
35.6 µs
test_boxes_areas[int16]
bindings/tests/test_speed.py::test_boxes_areas[int16]
-2%
33.4 µs
34.1 µs
test_box_convert_xyxy_cxcywh[int64]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[int64]
-2%
40.8 µs
41.6 µs
test_box_convert_xywh_cxcywh[int16]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[int16]
-2%
35.1 µs
35.9 µs
test_parallel_iou_distance[uint16]
bindings/tests/test_speed.py::test_parallel_iou_distance[uint16]
-2%
401.5 µs
410.5 µs
test_box_convert_xyxy_cxcywh[int16]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[int16]
-2%
35.6 µs
36.5 µs
test_box_convert_cxcywh_xywh[int16]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[int16]
-2%
35.6 µs
36.5 µs
test_box_convert_cxcywh_xywh[uint16]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[uint16]
-2%
35.5 µs
36.3 µs
test_parallel_iou_distance[int16]
bindings/tests/test_speed.py::test_parallel_iou_distance[int16]
-2%
401.4 µs
411.6 µs
test_box_convert_xyxy_cxcywh[uint8]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[uint8]
-3%
34.9 µs
35.9 µs
test_box_convert_xyxy_xywh[uint16]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[uint16]
-3%
35.5 µs
36.5 µs
test_box_convert_xyxy_xywh[int16]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[int16]
-3%
35.2 µs
36.2 µs
test_box_convert_xywh_xyxy[int16]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[int16]
-3%
34.8 µs
36 µs
test_parallel_iou_distance[uint64]
bindings/tests/test_speed.py::test_parallel_iou_distance[uint64]
-3%
383.5 µs
396.6 µs
test_parallel_iou_distance[int32]
bindings/tests/test_speed.py::test_parallel_iou_distance[int32]
-4%
344.9 µs
360.7 µs
test_parallel_iou_distance[float32]
bindings/tests/test_speed.py::test_parallel_iou_distance[float32]
-5%
234.3 µs
245.4 µs
test_parallel_iou_distance[float64]
bindings/tests/test_speed.py::test_parallel_iou_distance[float64]
-16%
252.7 µs
300.6 µs
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