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compared to head run on

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DROPPED: 0

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Benchmarks

Passed

test_box_convert_cxcywh_xywh[float64]

bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[float64]

+16%

37.7 µs

32.4 µs

test_parallel_iou_distance[uint16]

bindings/tests/test_speed.py::test_parallel_iou_distance[uint16]

+16%

422.6 µs

364.1 µs

test_tiou_distance[int64]

bindings/tests/test_speed.py::test_tiou_distance[int64]

+15%

300.5 µs

260.3 µs

test_box_convert_xyxy_cxcywh[float64]

bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[float64]

+14%

37.6 µs

32.8 µs

test_box_convert_cxcywh_xyxy[int64]

bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[int64]

+13%

37.2 µs

33 µs

test_parallel_iou_distance[float32]

bindings/tests/test_speed.py::test_parallel_iou_distance[float32]

+10%

251.9 µs

228.1 µs

test_parallel_iou_distance[int16]

bindings/tests/test_speed.py::test_parallel_iou_distance[int16]

+10%

411.2 µs

372.8 µs

test_iou_distance[int16]

bindings/tests/test_speed.py::test_iou_distance[int16]

+8%

296.4 µs

275.6 µs

test_iou_distance[uint16]

bindings/tests/test_speed.py::test_iou_distance[uint16]

+8%

296.2 µs

275.5 µs

test_parallel_iou_distance[float64]

bindings/tests/test_speed.py::test_parallel_iou_distance[float64]

+6%

256.3 µs

242 µs

test_boxes_areas[uint32]

bindings/tests/test_speed.py::test_boxes_areas[uint32]

+6%

31.6 µs

29.9 µs

test_parallel_iou_distance[int32]

bindings/tests/test_speed.py::test_parallel_iou_distance[int32]

+5%

361.9 µs

343.1 µs

test_box_convert_xywh_cxcywh[int32]

bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[int32]

+5%

32.7 µs

31.1 µs

test_box_convert_xywh_xyxy[uint16]

bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[uint16]

+5%

30 µs

28.5 µs

test_tiou_distance[uint64]

bindings/tests/test_speed.py::test_tiou_distance[uint64]

+5%

315.5 µs

300.3 µs

test_box_convert_xyxy_xywh[uint16]

bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[uint16]

+5%

30 µs

28.6 µs

test_box_convert_cxcywh_xywh[uint16]

bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[uint16]

+5%

30.2 µs

28.7 µs

test_box_convert_xywh_cxcywh[uint16]

bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[uint16]

+5%

30.2 µs

28.8 µs

test_box_convert_cxcywh_xyxy[uint16]

bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[uint16]

+5%

30.3 µs

28.9 µs

test_box_convert_cxcywh_xyxy[uint8]

bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[uint8]

+5%

30 µs

28.6 µs

test_box_convert_xywh_cxcywh[int64]

bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[int64]

+5%

34.1 µs

32.5 µs

test_box_convert_xyxy_xywh[uint8]

bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[uint8]

+5%

31.1 µs

29.7 µs

test_box_convert_cxcywh_xyxy[int16]

bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[int16]

+5%

30.3 µs

28.9 µs

test_box_convert_xywh_cxcywh[uint8]

bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[uint8]

+5%

29.9 µs

28.6 µs

test_box_convert_xywh_cxcywh[uint32]

bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[uint32]

+5%

32.7 µs

31.3 µs

test_box_convert_cxcywh_xyxy[uint32]

bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[uint32]

+5%

32.7 µs

31.2 µs

test_boxes_areas[float64]

bindings/tests/test_speed.py::test_boxes_areas[float64]

+5%

35 µs

33.5 µs

test_iou_distance[uint8]

bindings/tests/test_speed.py::test_iou_distance[uint8]

+5%

286.4 µs

274 µs

test_box_convert_xyxy_cxcywh[uint8]

bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[uint8]

+4%

30 µs

28.7 µs

test_box_convert_xyxy_cxcywh[int32]

bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[int32]

+4%

32.8 µs

31.4 µs

test_remove_small_boxes[float64]

bindings/tests/test_speed.py::test_remove_small_boxes[float64]

+4%

35.9 µs

34.4 µs

test_box_convert_xywh_xyxy[uint8]

bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[uint8]

+4%

29.6 µs

28.4 µs

test_box_convert_xywh_xyxy[float32]

bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[float32]

+4%

32.4 µs

31 µs

test_box_convert_xyxy_xywh[int16]

bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[int16]

+4%

29.9 µs

28.6 µs

test_box_convert_cxcywh_xywh[uint8]

bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[uint8]

+4%

29.9 µs

28.6 µs

test_box_convert_cxcywh_xywh[uint32]

bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[uint32]

+4%

32.6 µs

31.2 µs

test_box_convert_xywh_xyxy[uint32]

bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[uint32]

+4%

33.1 µs

31.7 µs

test_box_convert_xyxy_cxcywh[uint16]

bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[uint16]

+4%

30.3 µs

29 µs

test_remove_small_boxes[int32]

bindings/tests/test_speed.py::test_remove_small_boxes[int32]

+4%

32.2 µs

30.9 µs

test_box_convert_xyxy_cxcywh[float32]

bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[float32]

+4%

32.7 µs

31.3 µs

test_box_convert_cxcywh_xywh[int16]

bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[int16]

+4%

30.3 µs

29 µs

test_remove_small_boxes[uint16]

bindings/tests/test_speed.py::test_remove_small_boxes[uint16]

+4%

32.1 µs

30.8 µs

test_box_convert_xywh_xyxy[int16]

bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[int16]

+4%

29.8 µs

28.6 µs

test_remove_small_boxes[uint8]

bindings/tests/test_speed.py::test_remove_small_boxes[uint8]

+4%

33.4 µs

32 µs

test_boxes_areas[uint16]

bindings/tests/test_speed.py::test_boxes_areas[uint16]

+4%

31.1 µs

29.9 µs

test_boxes_areas[float32]

bindings/tests/test_speed.py::test_boxes_areas[float32]

+4%

31.4 µs

30.1 µs

test_nms[uint64]

bindings/tests/test_speed.py::test_nms[uint64]

+4%

57.7 µs

55.4 µs

test_box_convert_cxcywh_xyxy[float64]

bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[float64]

+4%

33.8 µs

32.4 µs

test_box_convert_xyxy_cxcywh[int16]

bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[int16]

+4%

30.5 µs

29.3 µs

test_remove_small_boxes[int64]

bindings/tests/test_speed.py::test_remove_small_boxes[int64]

+4%

33 µs

31.7 µs

test_box_convert_xyxy_cxcywh[uint32]

bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[uint32]

+4%

32.7 µs

31.4 µs

test_box_convert_cxcywh_xywh[int32]

bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[int32]

+4%

32.6 µs

31.4 µs

test_box_convert_xywh_xyxy[int32]

bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[int32]

+4%

32.1 µs

30.9 µs

test_boxes_areas[int16]

bindings/tests/test_speed.py::test_boxes_areas[int16]

+4%

31.1 µs

30 µs

test_remove_small_boxes[uint32]

bindings/tests/test_speed.py::test_remove_small_boxes[uint32]

+4%

33.1 µs

31.9 µs

test_box_convert_cxcywh_xywh[float32]

bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[float32]

+4%

32.7 µs

31.5 µs

test_box_convert_xyxy_xywh[float64]

bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[float64]

+4%

36.9 µs

35.6 µs

test_boxes_areas[int32]

bindings/tests/test_speed.py::test_boxes_areas[int32]

+4%

30.9 µs

29.8 µs

test_remove_small_boxes[int16]

bindings/tests/test_speed.py::test_remove_small_boxes[int16]

+4%

31.8 µs

30.7 µs

test_box_convert_xyxy_xywh[uint64]

bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[uint64]

+4%

33.4 µs

32.2 µs

test_boxes_areas[uint8]

bindings/tests/test_speed.py::test_boxes_areas[uint8]

+4%

32.3 µs

31.1 µs

test_box_convert_cxcywh_xyxy[float32]

bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[float32]

+4%

34 µs

32.8 µs

test_box_convert_xywh_cxcywh[int16]

bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[int16]

+4%

30.2 µs

29.1 µs

test_box_convert_xywh_cxcywh[float32]

bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[float32]

+4%

32.5 µs

31.3 µs

test_box_convert_xyxy_xywh[int32]

bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[int32]

+4%

32.1 µs

31 µs

test_nms[float64]

bindings/tests/test_speed.py::test_nms[float64]

+4%

54.1 µs

52.2 µs

test_parallel_iou_distance[uint8]

bindings/tests/test_speed.py::test_parallel_iou_distance[uint8]

+4%

380.9 µs

367.9 µs

test_boxes_areas[int64]

bindings/tests/test_speed.py::test_boxes_areas[int64]

+4%

32.1 µs

31 µs

test_remove_small_boxes[uint64]

bindings/tests/test_speed.py::test_remove_small_boxes[uint64]

+4%

33.1 µs

32 µs

test_box_convert_cxcywh_xywh[uint64]

bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[uint64]

+3%

37 µs

35.8 µs

test_nms[uint16]

bindings/tests/test_speed.py::test_nms[uint16]

+3%

56.3 µs

54.5 µs

test_box_convert_cxcywh_xyxy[int32]

bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[int32]

+3%

32.4 µs

31.3 µs

test_boxes_areas[uint64]

bindings/tests/test_speed.py::test_boxes_areas[uint64]

+3%

32.2 µs

31.2 µs

test_box_convert_xywh_xyxy[float64]

bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[float64]

+3%

37 µs

35.8 µs

test_box_convert_xyxy_xywh[float32]

bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[float32]

+3%

32.3 µs

31.3 µs

test_box_convert_xyxy_cxcywh[int64]

bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[int64]

+3%

37.6 µs

36.5 µs

test_box_convert_xyxy_xywh[uint32]

bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[uint32]

+3%

32.1 µs

31.1 µs

test_remove_small_boxes[float32]

bindings/tests/test_speed.py::test_remove_small_boxes[float32]

+3%

32.1 µs

31.2 µs

test_parallel_iou_distance[uint64]

bindings/tests/test_speed.py::test_parallel_iou_distance[uint64]

+3%

390.7 µs

379.1 µs

parallel giou distance benchmark

powerboxesrs/benches/bench_iou.rs::benches::parallel_giou_distance_benchmark::parallel giou distance benchmark

+3%

422.9 µs

410.8 µs

test_box_convert_xywh_xyxy[int64]

bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[int64]

+3%

36.8 µs

35.8 µs

test_parallel_giou_distance[int32]

bindings/tests/test_speed.py::test_parallel_giou_distance[int32]

+3%

375.1 µs

365.2 µs

test_giou_distance[int32]

bindings/tests/test_speed.py::test_giou_distance[int32]

+3%

374.9 µs

365.1 µs

test_box_convert_cxcywh_xywh[int64]

bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[int64]

+3%

37.2 µs

36.2 µs

test_nms[int16]

bindings/tests/test_speed.py::test_nms[int16]

+3%

56.2 µs

54.8 µs

test_box_convert_xywh_xyxy[uint64]

bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[uint64]

+3%

33.4 µs

32.5 µs

test_nms[uint32]

bindings/tests/test_speed.py::test_nms[uint32]

+2%

56.7 µs

55.4 µs

test_nms[uint8]

bindings/tests/test_speed.py::test_nms[uint8]

+2%

54.6 µs

53.4 µs

test_parallel_giou_distance[int64]

bindings/tests/test_speed.py::test_parallel_giou_distance[int64]

+2%

379.3 µs

372.2 µs

test_parallel_iou_distance[int64]

bindings/tests/test_speed.py::test_parallel_iou_distance[int64]

+2%

355.2 µs

348.6 µs

test_giou_distance[int64]

bindings/tests/test_speed.py::test_giou_distance[int64]

+2%

379.3 µs

372.4 µs

test_nms[int32]

bindings/tests/test_speed.py::test_nms[int32]

+2%

56.5 µs

55.5 µs

test_giou_distance[uint64]

bindings/tests/test_speed.py::test_giou_distance[uint64]

+2%

404.6 µs

397.5 µs

test_parallel_giou_distance[uint64]

bindings/tests/test_speed.py::test_parallel_giou_distance[uint64]

+2%

404.6 µs

397.6 µs

test_tiou_distance[float64]

bindings/tests/test_speed.py::test_tiou_distance[float64]

+2%

191.8 µs

188.6 µs

test_box_convert_xywh_cxcywh[float64]

bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[float64]

+2%

33.8 µs

33.2 µs

test_tiou_distance[int16]

bindings/tests/test_speed.py::test_tiou_distance[int16]

+2%

186.2 µs

183.2 µs

test_tiou_distance[uint16]

bindings/tests/test_speed.py::test_tiou_distance[uint16]

+2%

193.3 µs

190.4 µs

test_tiou_distance[uint8]

bindings/tests/test_speed.py::test_tiou_distance[uint8]

+2%

203.7 µs

200.6 µs

test_iou_distance[int64]

bindings/tests/test_speed.py::test_iou_distance[int64]

+2%

276.2 µs

272.1 µs

test_iou_distance[uint32]

bindings/tests/test_speed.py::test_iou_distance[uint32]

+1%

271.7 µs

267.7 µs

test_iou_distance[int32]

bindings/tests/test_speed.py::test_iou_distance[int32]

+1%

271.9 µs

267.9 µs

test_tiou_distance[float32]

bindings/tests/test_speed.py::test_tiou_distance[float32]

+1%

192.8 µs

190 µs

test_iou_distance[uint64]

bindings/tests/test_speed.py::test_iou_distance[uint64]

+1%

287.5 µs

283.5 µs

test_tiou_distance[uint32]

bindings/tests/test_speed.py::test_tiou_distance[uint32]

+1%

239.9 µs

236.8 µs

test_nms[int64]

bindings/tests/test_speed.py::test_nms[int64]

+1%

56.5 µs

55.8 µs

test_tiou_distance[int32]

bindings/tests/test_speed.py::test_tiou_distance[int32]

+1%

219.7 µs

217.1 µs

test_rotated_tiou_distance[float64]

bindings/tests/test_speed.py::test_rotated_tiou_distance[float64]

+1%

207 µs

204.7 µs

iou distance benchmark

powerboxesrs/benches/bench_iou.rs::benches::iou_distance_benchmark::iou distance benchmark

+1%

213.3 µs

211 µs

test_iou_distance[float64]

bindings/tests/test_speed.py::test_iou_distance[float64]

+1%

192.8 µs

191 µs

test_nms[float32]

bindings/tests/test_speed.py::test_nms[float32]

+1%

49.3 µs

48.9 µs

test_diou_distance[float64]

bindings/tests/test_speed.py::test_diou_distance[float64]

+1%

198.4 µs

196.8 µs

test_parallel_giou_distance[float64]

bindings/tests/test_speed.py::test_parallel_giou_distance[float64]

+1%

269.7 µs

267.6 µs

test_diou_distance[float32]

bindings/tests/test_speed.py::test_diou_distance[float32]

+1%

200.1 µs

198.6 µs

giou distance benchmark

powerboxesrs/benches/bench_iou.rs::benches::giou_distance_benchmark::giou distance benchmark

+1%

269.9 µs

267.9 µs

test_iou_distance[float32]

bindings/tests/test_speed.py::test_iou_distance[float32]

+1%

186.8 µs

185.6 µs

test_giou_distance[float64]

bindings/tests/test_speed.py::test_giou_distance[float64]

+1%

268.8 µs

267.1 µs

test_giou_distance[float32]

bindings/tests/test_speed.py::test_giou_distance[float32]

+1%

270.9 µs

269.3 µs

test_parallel_giou_distance[float32]

bindings/tests/test_speed.py::test_parallel_giou_distance[float32]

+1%

269.8 µs

268.3 µs

test_parallel_giou_distance[uint8]

bindings/tests/test_speed.py::test_parallel_giou_distance[uint8]

410 µs

408.5 µs

test_giou_distance[uint8]

bindings/tests/test_speed.py::test_giou_distance[uint8]

409.4 µs

407.9 µs

test_parallel_giou_distance[uint32]

bindings/tests/test_speed.py::test_parallel_giou_distance[uint32]

374.8 µs

373.5 µs

test_giou_distance[uint32]

bindings/tests/test_speed.py::test_giou_distance[uint32]

374.9 µs

373.6 µs

test_nms_many_boxes[1000]

bindings/tests/test_speed.py::test_nms_many_boxes[1000]

995.9 µs

994.4 µs

test_nms_many_boxes[5000]

bindings/tests/test_speed.py::test_nms_many_boxes[5000]

30.5 ms

test_nms_many_boxes[10000]

bindings/tests/test_speed.py::test_nms_many_boxes[10000]

122.5 ms

test_masks_to_boxes

bindings/tests/test_speed.py::test_masks_to_boxes

8.8 ms

test_nms_many_boxes[20000]

bindings/tests/test_speed.py::test_nms_many_boxes[20000]

482.3 ms

482.2 ms

test_rtree_nms[float64]

bindings/tests/test_speed.py::test_rtree_nms[float64]

126.3 µs

126.7 µs

test_rtree_nms[int32]

bindings/tests/test_speed.py::test_rtree_nms[int32]

-1%

120.1 µs

120.8 µs

test_rtree_nms[int64]

bindings/tests/test_speed.py::test_rtree_nms[int64]

-1%

122 µs

122.8 µs

test_rtree_nms[float32]

bindings/tests/test_speed.py::test_rtree_nms[float32]

-1%

123.5 µs

124.6 µs

test_rtree_nms[int16]

bindings/tests/test_speed.py::test_rtree_nms[int16]

-1%

118.3 µs

119.7 µs

test_rotated_iou_distance[float64]

bindings/tests/test_speed.py::test_rotated_iou_distance[float64]

-1%

12.9 ms

13 ms

test_rotated_giou_distance[float64]

bindings/tests/test_speed.py::test_rotated_giou_distance[float64]

-1%

12.4 ms

12.5 ms

test_parallel_iou_distance[uint32]

bindings/tests/test_speed.py::test_parallel_iou_distance[uint32]

-2%

350.1 µs

357.8 µs

test_parallel_giou_distance[uint16]

bindings/tests/test_speed.py::test_parallel_giou_distance[uint16]

-3%

371.7 µs

381.2 µs

test_giou_distance[int16]

bindings/tests/test_speed.py::test_giou_distance[int16]

-3%

371.5 µs

381.2 µs

test_giou_distance[uint16]

bindings/tests/test_speed.py::test_giou_distance[uint16]

-3%

371.6 µs

381.3 µs

test_parallel_giou_distance[int16]

bindings/tests/test_speed.py::test_parallel_giou_distance[int16]

-3%

371.4 µs

381.3 µs

parallel iou distance benchmark

powerboxesrs/benches/bench_iou.rs::benches::parallel_iou_distance_benchmark::parallel iou distance benchmark

-3%

274.9 µs

284.5 µs

test_rtree_nms_many_boxes[1000]

bindings/tests/test_speed.py::test_rtree_nms_many_boxes[1000]

-4%

1.2 ms

1.3 ms

test_rtree_nms_many_boxes[5000]

bindings/tests/test_speed.py::test_rtree_nms_many_boxes[5000]

-4%

7.5 ms

7.9 ms

test_rtree_nms_many_boxes[20000]

bindings/tests/test_speed.py::test_rtree_nms_many_boxes[20000]

-4%

35.7 ms

37.3 ms

test_rtree_nms_many_boxes[10000]

bindings/tests/test_speed.py::test_rtree_nms_many_boxes[10000]

-4%

15.9 ms

16.7 ms

test_box_convert_xyxy_cxcywh[uint64]

bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[uint64]

-5%

34.3 µs

36.1 µs

test_box_convert_cxcywh_xyxy[uint64]

bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[uint64]

-5%

34.1 µs

35.9 µs

test_box_convert_xywh_cxcywh[uint64]

bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[uint64]

-5%

33.9 µs

35.8 µs

test_box_convert_xyxy_xywh[int64]

bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[int64]

-6%

33.4 µs

35.3 µs

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