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446ccb6

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IMPROVEMENTS: 0

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UNTOUCHED: 112

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IGNORED: 0

Benchmarks

New

test_masks_to_boxes

bindings/tests/test_speed.py::test_masks_to_boxes

N/A

51.3 ms

Passed

parallel giou distance benchmark

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

+11%

442.5 µs

399.2 µs

test_parallel_iou_distance[uint32]

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

+6%

378.8 µs

355.7 µs

test_parallel_iou_distance[uint8]

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

+6%

394.8 µs

372.5 µs

test_parallel_iou_distance[uint64]

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

+6%

399.8 µs

377.4 µs

test_parallel_iou_distance[uint16]

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

+4%

426.9 µs

412 µs

giou distance benchmark

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

270.2 µs

iou distance benchmark

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

213.9 µs

parallel iou distance benchmark

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

286.5 µs

287.4 µs

test_box_convert_xywh_xyxy[int32]

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

36.7 µs

36.9 µs

test_giou_distance[int64]

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

383.8 µs

385.6 µs

test_parallel_giou_distance[uint8]

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

-1%

402.3 µs

404.4 µs

test_parallel_giou_distance[int64]

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

-1%

382.8 µs

384.8 µs

test_giou_distance[uint64]

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

-1%

408.2 µs

410.3 µs

test_giou_distance[uint16]

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

-1%

368.3 µs

370.2 µs

test_giou_distance[int16]

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

-1%

368.2 µs

370.2 µs

test_giou_distance[uint8]

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

-1%

402.1 µs

404.2 µs

test_parallel_giou_distance[int16]

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

-1%

368.9 µs

371 µs

test_parallel_giou_distance[uint64]

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

-1%

407.8 µs

410.3 µs

test_parallel_giou_distance[uint16]

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

-1%

368.2 µs

370.5 µs

test_parallel_giou_distance[uint32]

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

-1%

376.1 µs

378.5 µs

test_giou_distance[uint32]

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

-1%

375.7 µs

378.2 µs

test_iou_distance[int64]

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

-1%

282.1 µs

284 µs

test_iou_distance[uint16]

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

-1%

295.1 µs

297.1 µs

test_iou_distance[int16]

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

-1%

294.9 µs

297 µs

test_iou_distance[uint8]

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

-1%

289.9 µs

292.1 µs

test_iou_distance[uint64]

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

-1%

293.9 µs

296.1 µs

test_iou_distance[float32]

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

-1%

188 µs

189.4 µs

test_parallel_giou_distance[float64]

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

-1%

270.2 µs

272.6 µs

test_iou_distance[uint32]

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

-1%

272.2 µs

274.6 µs

test_parallel_giou_distance[float32]

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

-1%

267.4 µs

269.9 µs

test_iou_distance[int32]

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

-1%

272.2 µs

274.7 µs

test_giou_distance[float64]

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

-1%

278.5 µs

281.2 µs

test_parallel_iou_distance[int16]

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

-1%

406 µs

410 µs

test_iou_distance[float64]

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

-1%

195.6 µs

197.6 µs

test_giou_distance[float32]

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

-1%

266.9 µs

269.8 µs

test_giou_distance[int32]

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

-1%

376.2 µs

380.9 µs

test_parallel_giou_distance[int32]

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

-1%

375.8 µs

380.7 µs

test_parallel_iou_distance[int32]

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

-2%

375 µs

380.8 µs

test_box_convert_xyxy_cxcywh[int32]

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

-3%

36.1 µs

37.1 µs

test_box_convert_xyxy_cxcywh[float64]

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

-3%

40 µs

41.2 µs

test_box_convert_xyxy_cxcywh[int64]

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

-3%

40.1 µs

41.3 µs

test_box_convert_xyxy_xywh[uint64]

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

-3%

40 µs

41.2 µs

test_box_convert_xywh_xyxy[int64]

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

-3%

39.9 µs

41.1 µs

test_box_convert_cxcywh_xywh[uint64]

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

-3%

39.9 µs

41.1 µs

test_remove_small_boxes[int16]

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

-3%

33.8 µs

34.9 µs

test_box_convert_xyxy_xywh[int16]

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

-3%

35.2 µs

36.3 µs

test_box_convert_xyxy_xywh[float64]

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

-3%

42.9 µs

44.3 µs

test_box_convert_xyxy_xywh[uint32]

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

-3%

35.8 µs

37 µs

test_boxes_areas[uint32]

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

-3%

34.1 µs

35.2 µs

test_box_convert_xywh_cxcywh[uint32]

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

-3%

35.7 µs

36.9 µs

test_box_convert_xyxy_cxcywh[uint64]

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

-3%

39.8 µs

41.1 µs

test_box_convert_xywh_cxcywh[int32]

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

-3%

36 µs

37.2 µs

test_box_convert_xyxy_xywh[float32]

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

-3%

35.7 µs

36.9 µs

test_box_convert_xyxy_xywh[uint16]

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

-3%

35 µs

36.2 µs

test_box_convert_cxcywh_xyxy[float64]

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

-3%

39.8 µs

41.2 µs

test_remove_small_boxes[uint16]

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

-3%

33.7 µs

34.9 µs

test_box_convert_cxcywh_xywh[uint8]

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

-3%

34.3 µs

35.6 µs

test_box_convert_xyxy_cxcywh[uint16]

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

-3%

35.1 µs

36.4 µs

test_box_convert_cxcywh_xyxy[int32]

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

-3%

36 µs

37.3 µs

test_box_convert_cxcywh_xywh[int64]

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

-3%

40 µs

41.4 µs

test_box_convert_xyxy_xywh[int32]

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

-3%

36.6 µs

37.9 µs

test_box_convert_xywh_cxcywh[int64]

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

-4%

39.9 µs

41.4 µs

test_remove_small_boxes[float64]

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

-4%

43.2 µs

44.8 µs

test_box_convert_xywh_cxcywh[uint8]

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

-4%

34.3 µs

35.6 µs

test_box_convert_xywh_xyxy[float32]

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

-4%

35.6 µs

36.9 µs

test_box_convert_cxcywh_xyxy[float32]

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

-4%

37 µs

38.4 µs

test_box_convert_xyxy_cxcywh[float32]

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

-4%

35.9 µs

37.3 µs

test_parallel_iou_distance[int64]

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

-4%

364.4 µs

378.7 µs

test_box_convert_cxcywh_xywh[float32]

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

-4%

35.7 µs

37.1 µs

test_box_convert_xywh_xyxy[uint64]

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

-4%

39.7 µs

41.3 µs

test_box_convert_xyxy_cxcywh[uint32]

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

-4%

35.7 µs

37.1 µs

test_box_convert_xyxy_cxcywh[int16]

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

-4%

35.4 µs

36.8 µs

test_box_convert_xyxy_xywh[uint8]

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

-4%

35.4 µs

36.8 µs

test_box_convert_xyxy_cxcywh[uint8]

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

-4%

34.2 µs

35.6 µs

test_box_convert_xywh_xyxy[uint8]

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

-4%

34.1 µs

35.6 µs

test_box_convert_xywh_xyxy[uint32]

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

-4%

35.3 µs

36.8 µs

test_box_convert_xywh_cxcywh[float32]

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

-4%

35.6 µs

37.2 µs

test_box_convert_cxcywh_xywh[uint32]

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

-4%

36.5 µs

38 µs

test_remove_small_boxes[int64]

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

-4%

37.2 µs

38.8 µs

test_box_convert_cxcywh_xyxy[uint64]

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

-4%

39.7 µs

41.4 µs

test_boxes_areas[int64]

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

-4%

36.5 µs

38.1 µs

test_boxes_areas[uint8]

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

-4%

33.6 µs

35.1 µs

test_box_convert_xywh_cxcywh[float64]

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

-4%

39.7 µs

41.4 µs

test_box_convert_cxcywh_xywh[float64]

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

-4%

39.6 µs

41.3 µs

test_boxes_areas[float32]

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

-4%

34.3 µs

35.8 µs

test_box_convert_xywh_xyxy[float64]

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

-4%

39.3 µs

41.1 µs

test_box_convert_cxcywh_xyxy[int16]

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

-4%

35 µs

36.5 µs

test_box_convert_cxcywh_xywh[int16]

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

-4%

35.1 µs

36.7 µs

test_remove_small_boxes[uint8]

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

-4%

34.7 µs

36.3 µs

test_box_convert_cxcywh_xywh[uint16]

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

-4%

35 µs

36.6 µs

test_box_convert_xywh_xyxy[int16]

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

-4%

34.7 µs

36.3 µs

test_remove_small_boxes[int32]

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

-4%

35.1 µs

36.7 µs

test_boxes_areas[uint64]

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

-4%

36.7 µs

38.4 µs

test_remove_small_boxes[uint32]

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

-5%

35.1 µs

36.7 µs

test_boxes_areas[uint16]

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

-5%

32.8 µs

34.4 µs

test_boxes_areas[int32]

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

-5%

34.4 µs

36.1 µs

test_box_convert_xywh_cxcywh[uint64]

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

-5%

39.4 µs

41.3 µs

test_remove_small_boxes[uint64]

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

-5%

37.3 µs

39.1 µs

test_box_convert_xywh_xyxy[uint16]

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

-5%

34.8 µs

36.5 µs

test_box_convert_cxcywh_xyxy[uint8]

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

-5%

34 µs

35.8 µs

test_box_convert_xywh_cxcywh[uint16]

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

-5%

34.7 µs

36.5 µs

test_remove_small_boxes[float32]

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

-5%

37.4 µs

39.4 µs

test_boxes_areas[float64]

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

-5%

39.1 µs

41.2 µs

test_box_convert_xywh_cxcywh[int16]

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

-5%

34.9 µs

36.8 µs

test_box_convert_cxcywh_xyxy[uint16]

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

-5%

34.8 µs

36.6 µs

test_parallel_iou_distance[float32]

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

-5%

249.8 µs

263.3 µs

test_boxes_areas[int16]

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

-5%

32.5 µs

34.3 µs

test_box_convert_cxcywh_xyxy[uint32]

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

-5%

35.4 µs

37.4 µs

test_box_convert_cxcywh_xywh[int32]

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

-5%

36.2 µs

38.3 µs

test_box_convert_xyxy_xywh[int64]

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

-7%

39.8 µs

42.7 µs

test_box_convert_cxcywh_xyxy[int64]

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

-7%

39.9 µs

42.9 µs

test_parallel_iou_distance[float64]

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

-11%

265.1 µs

297.2 µs

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