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at
1d4c520
compared to head run on
main
at
efec8a4
from
10 months ago
-22%
IMPROVEMENTS
0
REGRESSIONS
1
UNTOUCHED
143
NEW
0
DROPPED
0
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0
Benchmarks
Failed
parallel giou distance benchmark
Regression
powerboxesrs/benches/bench_iou.rs::benches::parallel_giou_distance_benchmark::parallel giou distance benchmark
-22%
405.7 µs
521.1 µs
Passed
test_parallel_iou_distance[int32]
bindings/tests/test_speed.py::test_parallel_iou_distance[int32]
+4%
358.6 µs
343.6 µs
test_parallel_iou_distance[uint32]
bindings/tests/test_speed.py::test_parallel_iou_distance[uint32]
+4%
378.1 µs
364.9 µs
test_parallel_iou_distance[uint16]
bindings/tests/test_speed.py::test_parallel_iou_distance[uint16]
+3%
422.8 µs
410.7 µs
test_parallel_iou_distance[int64]
bindings/tests/test_speed.py::test_parallel_iou_distance[int64]
+3%
363.1 µs
353.8 µs
test_parallel_iou_distance[uint64]
bindings/tests/test_speed.py::test_parallel_iou_distance[uint64]
+2%
397.3 µs
387.9 µs
test_parallel_iou_distance[int16]
bindings/tests/test_speed.py::test_parallel_iou_distance[int16]
+2%
410.7 µs
402.6 µs
test_box_convert_xywh_xyxy[uint8]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[uint8]
+2%
35.3 µs
34.6 µs
test_remove_small_boxes[int16]
bindings/tests/test_speed.py::test_remove_small_boxes[int16]
+2%
34.5 µs
33.9 µs
test_box_convert_cxcywh_xyxy[int16]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[int16]
+2%
36 µs
35.5 µs
parallel iou distance benchmark
powerboxesrs/benches/bench_iou.rs::benches::parallel_iou_distance_benchmark::parallel iou distance benchmark
+1%
286.6 µs
282.7 µs
test_remove_small_boxes[float32]
bindings/tests/test_speed.py::test_remove_small_boxes[float32]
+1%
37.4 µs
37 µs
test_nms[uint16]
bindings/tests/test_speed.py::test_nms[uint16]
+1%
78.8 µs
78 µs
test_box_convert_xywh_cxcywh[int16]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[int16]
+1%
36 µs
35.7 µs
test_box_convert_cxcywh_xyxy[uint8]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[uint8]
+1%
35.4 µs
35.1 µs
test_nms[uint32]
bindings/tests/test_speed.py::test_nms[uint32]
+1%
79.7 µs
79.1 µs
test_boxes_areas[int64]
bindings/tests/test_speed.py::test_boxes_areas[int64]
+1%
36.5 µs
36.2 µs
test_remove_small_boxes[uint16]
bindings/tests/test_speed.py::test_remove_small_boxes[uint16]
+1%
34.1 µs
33.9 µs
test_remove_small_boxes[int32]
bindings/tests/test_speed.py::test_remove_small_boxes[int32]
+1%
35.8 µs
35.5 µs
test_box_convert_cxcywh_xyxy[uint16]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[uint16]
+1%
36.1 µs
35.9 µs
test_rtree_nms[float64]
bindings/tests/test_speed.py::test_rtree_nms[float64]
0%
137 µs
136.3 µs
test_remove_small_boxes[float64]
bindings/tests/test_speed.py::test_remove_small_boxes[float64]
0%
39.7 µs
39.5 µs
test_remove_small_boxes[uint8]
bindings/tests/test_speed.py::test_remove_small_boxes[uint8]
0%
35.6 µs
35.4 µs
test_remove_small_boxes[uint32]
bindings/tests/test_speed.py::test_remove_small_boxes[uint32]
0%
35.6 µs
35.5 µs
test_box_convert_xyxy_cxcywh[float64]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[float64]
0%
40.9 µs
40.7 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_boxes_areas[float32]
bindings/tests/test_speed.py::test_boxes_areas[float32]
0%
34.9 µs
34.7 µs
test_remove_small_boxes[int64]
bindings/tests/test_speed.py::test_remove_small_boxes[int64]
0%
37.2 µs
37 µs
test_box_convert_xywh_xyxy[uint64]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[uint64]
0%
40.7 µs
40.6 µs
test_rtree_nms[float32]
bindings/tests/test_speed.py::test_rtree_nms[float32]
0%
137.5 µs
136.9 µs
test_nms[int16]
bindings/tests/test_speed.py::test_nms[int16]
0%
79.4 µs
79.1 µs
test_box_convert_xyxy_xywh[float64]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[float64]
0%
43.9 µs
43.7 µs
test_boxes_areas[uint64]
bindings/tests/test_speed.py::test_boxes_areas[uint64]
0%
36.4 µs
36.3 µs
test_box_convert_xyxy_xywh[int16]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[int16]
0%
35.7 µs
35.6 µs
test_rtree_nms[int16]
bindings/tests/test_speed.py::test_rtree_nms[int16]
0%
128.2 µs
127.8 µs
test_nms[uint8]
bindings/tests/test_speed.py::test_nms[uint8]
0%
73.8 µs
73.6 µs
test_rtree_nms_many_boxes[20000]
bindings/tests/test_speed.py::test_rtree_nms_many_boxes[20000]
0%
38.3 ms
38.2 ms
test_boxes_areas[int32]
bindings/tests/test_speed.py::test_boxes_areas[int32]
0%
35.7 µs
35.6 µs
test_box_convert_cxcywh_xywh[int16]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[int16]
0%
36 µs
35.9 µs
test_box_convert_xywh_xyxy[int64]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[int64]
0%
40.8 µs
40.7 µs
test_box_convert_xywh_cxcywh[float32]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[float32]
0%
36.7 µs
36.6 µs
test_boxes_areas[float64]
bindings/tests/test_speed.py::test_boxes_areas[float64]
0%
39.3 µs
39.2 µs
test_box_convert_xywh_cxcywh[uint64]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[uint64]
0%
40.7 µs
40.6 µs
test_box_convert_xyxy_cxcywh[uint16]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[uint16]
0%
36.3 µs
36.2 µs
test_iou_distance[uint64]
bindings/tests/test_speed.py::test_iou_distance[uint64]
0%
296 µs
295.6 µs
test_giou_distance[int16]
bindings/tests/test_speed.py::test_giou_distance[int16]
0%
370.2 µs
369.6 µs
test_parallel_giou_distance[float32]
bindings/tests/test_speed.py::test_parallel_giou_distance[float32]
0%
268.3 µs
268 µs
test_iou_distance[uint16]
bindings/tests/test_speed.py::test_iou_distance[uint16]
0%
296.3 µs
296 µs
test_iou_distance[float32]
bindings/tests/test_speed.py::test_iou_distance[float32]
0%
188 µs
187.9 µs
test_giou_distance[uint32]
bindings/tests/test_speed.py::test_giou_distance[uint32]
0%
376.7 µs
376.4 µs
test_iou_distance[int64]
bindings/tests/test_speed.py::test_iou_distance[int64]
0%
284.6 µs
284.3 µs
test_box_convert_xywh_cxcywh[uint16]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[uint16]
0%
36.3 µs
36.3 µs
test_remove_small_boxes[uint64]
bindings/tests/test_speed.py::test_remove_small_boxes[uint64]
0%
37.1 µs
37.1 µs
test_giou_distance[float32]
bindings/tests/test_speed.py::test_giou_distance[float32]
0%
268.1 µs
267.9 µs
test_tiou_distance[float64]
bindings/tests/test_speed.py::test_tiou_distance[float64]
0%
244.1 µs
243.9 µs
test_tiou_distance[uint16]
bindings/tests/test_speed.py::test_tiou_distance[uint16]
0%
280.6 µs
280.5 µs
test_parallel_giou_distance[uint64]
bindings/tests/test_speed.py::test_parallel_giou_distance[uint64]
0%
402.9 µs
402.7 µs
test_iou_distance[int32]
bindings/tests/test_speed.py::test_iou_distance[int32]
0%
273 µs
272.9 µs
test_iou_distance[uint32]
bindings/tests/test_speed.py::test_iou_distance[uint32]
0%
272.9 µs
272.8 µs
test_parallel_giou_distance[uint32]
bindings/tests/test_speed.py::test_parallel_giou_distance[uint32]
0%
376.7 µs
376.5 µs
test_parallel_giou_distance[uint16]
bindings/tests/test_speed.py::test_parallel_giou_distance[uint16]
0%
369.5 µs
369.3 µs
test_iou_distance[int16]
bindings/tests/test_speed.py::test_iou_distance[int16]
0%
296.1 µs
296 µs
test_tiou_distance[int16]
bindings/tests/test_speed.py::test_tiou_distance[int16]
0%
280.5 µs
280.4 µs
test_iou_distance[float64]
bindings/tests/test_speed.py::test_iou_distance[float64]
0%
196.4 µs
196.3 µs
iou distance benchmark
powerboxesrs/benches/bench_iou.rs::benches::iou_distance_benchmark::iou distance benchmark
0%
213.3 µs
213.3 µs
test_tiou_distance[float32]
bindings/tests/test_speed.py::test_tiou_distance[float32]
0%
235.4 µs
235.4 µs
test_tiou_distance[uint32]
bindings/tests/test_speed.py::test_tiou_distance[uint32]
0%
257.1 µs
257 µs
test_nms_many_boxes[10000]
bindings/tests/test_speed.py::test_nms_many_boxes[10000]
0%
202.8 ms
202.7 ms
test_giou_distance[uint64]
bindings/tests/test_speed.py::test_giou_distance[uint64]
0%
402.2 µs
402.1 µs
test_box_convert_xyxy_cxcywh[uint32]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[uint32]
0%
37.1 µs
37.1 µs
test_giou_distance[int64]
bindings/tests/test_speed.py::test_giou_distance[int64]
0%
388 µs
387.9 µs
test_parallel_giou_distance[int64]
bindings/tests/test_speed.py::test_parallel_giou_distance[int64]
0%
388.2 µs
388.2 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
giou distance benchmark
powerboxesrs/benches/bench_iou.rs::benches::giou_distance_benchmark::giou distance benchmark
0%
270 µs
270 µs
test_giou_distance[int32]
bindings/tests/test_speed.py::test_giou_distance[int32]
0%
376.6 µs
376.6 µs
test_tiou_distance[int32]
bindings/tests/test_speed.py::test_tiou_distance[int32]
0%
257.2 µs
257.1 µs
test_box_convert_cxcywh_xywh[uint8]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[uint8]
0%
35.1 µs
35.1 µs
test_giou_distance[uint8]
bindings/tests/test_speed.py::test_giou_distance[uint8]
0%
403.6 µs
403.5 µs
test_rtree_nms_many_boxes[5000]
bindings/tests/test_speed.py::test_rtree_nms_many_boxes[5000]
0%
8.2 ms
8.2 ms
test_rtree_nms_many_boxes[10000]
bindings/tests/test_speed.py::test_rtree_nms_many_boxes[10000]
0%
17.8 ms
17.8 ms
test_boxes_areas[uint8]
bindings/tests/test_speed.py::test_boxes_areas[uint8]
0%
34.9 µs
34.9 µs
test_masks_to_boxes
bindings/tests/test_speed.py::test_masks_to_boxes
0%
9.4 ms
9.4 ms
test_nms_many_boxes[20000]
bindings/tests/test_speed.py::test_nms_many_boxes[20000]
0%
766.2 ms
766.2 ms
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_parallel_giou_distance[int32]
bindings/tests/test_speed.py::test_parallel_giou_distance[int32]
0%
376.6 µs
376.6 µs
test_parallel_giou_distance[int16]
bindings/tests/test_speed.py::test_parallel_giou_distance[int16]
0%
369.1 µs
369.1 µs
test_parallel_giou_distance[float64]
bindings/tests/test_speed.py::test_parallel_giou_distance[float64]
0%
269 µs
269.1 µs
test_parallel_giou_distance[uint8]
bindings/tests/test_speed.py::test_parallel_giou_distance[uint8]
0%
403.6 µs
403.8 µs
test_giou_distance[uint16]
bindings/tests/test_speed.py::test_giou_distance[uint16]
0%
368.9 µs
369.1 µs
test_box_convert_xyxy_cxcywh[int16]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[int16]
0%
36.1 µs
36.1 µs
test_iou_distance[uint8]
bindings/tests/test_speed.py::test_iou_distance[uint8]
0%
291.5 µs
291.6 µs
test_box_convert_xywh_xyxy[float32]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[float32]
0%
36.6 µs
36.6 µs
test_rtree_nms_many_boxes[1000]
bindings/tests/test_speed.py::test_rtree_nms_many_boxes[1000]
0%
1.4 ms
1.4 ms
test_box_convert_xyxy_xywh[uint16]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[uint16]
0%
36.1 µs
36.1 µs
test_box_convert_cxcywh_xyxy[uint64]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[uint64]
0%
40.7 µs
40.7 µs
test_parallel_iou_distance[uint8]
bindings/tests/test_speed.py::test_parallel_iou_distance[uint8]
0%
384.2 µs
384.6 µs
test_tiou_distance[uint8]
bindings/tests/test_speed.py::test_tiou_distance[uint8]
0%
259 µs
259.3 µs
test_box_convert_xyxy_xywh[int64]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[int64]
0%
41.1 µs
41.1 µs
test_box_convert_cxcywh_xyxy[float32]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[float32]
0%
38 µs
38.1 µs
test_box_convert_xyxy_xywh[uint8]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[uint8]
0%
36.7 µs
36.7 µs
test_box_convert_cxcywh_xywh[float32]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[float32]
0%
36.7 µs
36.8 µs
test_tiou_distance[int64]
bindings/tests/test_speed.py::test_tiou_distance[int64]
0%
266.4 µs
266.9 µs
test_nms_many_boxes[5000]
bindings/tests/test_speed.py::test_nms_many_boxes[5000]
0%
49.8 ms
49.9 ms
test_giou_distance[float64]
bindings/tests/test_speed.py::test_giou_distance[float64]
0%
269.6 µs
270.1 µs
test_box_convert_xywh_xyxy[uint16]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[uint16]
0%
35.5 µs
35.5 µs
test_box_convert_cxcywh_xyxy[int32]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[int32]
0%
37 µs
37.1 µs
test_box_convert_xyxy_xywh[int32]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[int32]
0%
37 µs
37 µs
test_box_convert_xywh_xyxy[int32]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[int32]
0%
36.8 µs
36.9 µs
test_box_convert_xywh_cxcywh[int64]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[int64]
0%
41.2 µs
41.3 µs
test_tiou_distance[uint64]
bindings/tests/test_speed.py::test_tiou_distance[uint64]
0%
276.9 µs
277.5 µs
test_box_convert_cxcywh_xyxy[float64]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[float64]
0%
40.7 µs
40.8 µs
test_boxes_areas[uint32]
bindings/tests/test_speed.py::test_boxes_areas[uint32]
0%
34.9 µs
35 µs
test_box_convert_xywh_xyxy[int16]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[int16]
0%
35.2 µs
35.3 µs
test_rtree_nms[int64]
bindings/tests/test_speed.py::test_rtree_nms[int64]
0%
134 µs
134.4 µs
test_box_convert_cxcywh_xywh[uint64]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[uint64]
0%
40.6 µs
40.7 µs
test_box_convert_cxcywh_xyxy[int64]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[int64]
0%
40.9 µs
41 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[float64]
bindings/tests/test_speed.py::test_nms[float64]
0%
77 µs
77.2 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[uint32]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[uint32]
0%
37 µs
37.2 µs
test_nms[uint64]
bindings/tests/test_speed.py::test_nms[uint64]
0%
81.2 µs
81.5 µs
test_rtree_nms[int32]
bindings/tests/test_speed.py::test_rtree_nms[int32]
0%
131.2 µs
131.7 µs
test_box_convert_xywh_xyxy[float64]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[float64]
0%
40.5 µs
40.6 µs
test_box_convert_cxcywh_xywh[uint16]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[uint16]
0%
36 µs
36.2 µs
test_box_convert_cxcywh_xywh[int64]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[int64]
0%
40.9 µs
41.1 µs
test_boxes_areas[uint16]
bindings/tests/test_speed.py::test_boxes_areas[uint16]
0%
33.9 µs
34.1 µs
test_box_convert_xywh_cxcywh[uint8]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[uint8]
0%
35.4 µs
35.6 µs
test_box_convert_xywh_xyxy[uint32]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[uint32]
0%
36.8 µs
37 µs
test_box_convert_xyxy_xywh[uint32]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[uint32]
0%
36.9 µs
37.1 µs
test_box_convert_cxcywh_xywh[float64]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[float64]
0%
40.9 µs
41 µs
test_boxes_areas[int16]
bindings/tests/test_speed.py::test_boxes_areas[int16]
-1%
33.7 µs
33.9 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_xywh[float32]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[float32]
-1%
36.9 µs
37.1 µs
test_box_convert_xyxy_cxcywh[int64]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[int64]
-1%
41 µs
41.3 µs
test_nms[int64]
bindings/tests/test_speed.py::test_nms[int64]
-1%
81.4 µs
81.9 µs
test_box_convert_cxcywh_xywh[int32]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[int32]
-1%
37.1 µs
37.4 µs
test_box_convert_xywh_cxcywh[float64]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[float64]
-1%
40.6 µs
40.9 µs
test_box_convert_xywh_cxcywh[int32]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[int32]
-1%
37.1 µs
37.4 µs
test_box_convert_xyxy_cxcywh[int32]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[int32]
-1%
37.2 µs
37.5 µs
test_nms[float32]
bindings/tests/test_speed.py::test_nms[float32]
-1%
71.8 µs
72.4 µs
test_nms[int32]
bindings/tests/test_speed.py::test_nms[int32]
-1%
79.1 µs
79.9 µs
test_box_convert_xywh_cxcywh[uint32]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[uint32]
-1%
36.8 µs
37.1 µs
test_parallel_iou_distance[float32]
bindings/tests/test_speed.py::test_parallel_iou_distance[float32]
-2%
232.5 µs
236.6 µs
test_parallel_iou_distance[float64]
bindings/tests/test_speed.py::test_parallel_iou_distance[float64]
-7%
244.4 µs
263.3 µs
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