GitHub Actions run on branch start/using-views - Smirkey/powerboxes

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run

Base runon

main

f52253e

compared to head run on

start/using-views

37f8ed4

from

7 months ago

+76%

IMPROVEMENTS: 16

REGRESSIONS: 0

UNTOUCHED: 133

NEW: 0

DROPPED: 0

IGNORED: 0

Benchmarks

Improved

test_nms_many_boxes[1000]

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

+76%

1.8 ms

1 ms

test_nms_many_boxes[5000]

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

+60%

48.7 ms

30.5 ms

test_nms_many_boxes[20000]

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

+56%

751.9 ms

482.1 ms

test_nms_many_boxes[10000]

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

+51%

185.7 ms

122.6 ms

test_nms[float32]

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

+42%

71 µs

50.1 µs

test_nms[float64]

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

+40%

75.8 µs

54.1 µs

test_nms[int64]

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

+38%

79.5 µs

57.5 µs

test_nms[uint64]

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

+38%

79 µs

57.3 µs

test_nms[uint8]

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

+35%

74 µs

54.7 µs

test_nms[uint16]

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

+35%

76.2 µs

56.3 µs

test_nms[int16]

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

+35%

76.2 µs

56.4 µs

test_nms[int32]

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

+35%

76.9 µs

57 µs

test_nms[uint32]

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

+35%

76.8 µs

57 µs

parallel giou distance benchmark

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

+35%

558.1 µs

414.3 µs

test_box_convert_cxcywh_xywh[int64]

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

+21%

40.8 µs

33.8 µs

test_box_convert_cxcywh_xyxy[uint64]

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

+20%

40.5 µs

33.7 µs

Passed

test_box_convert_xyxy_xywh[int64]

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

+20%

40.3 µs

33.6 µs

test_box_convert_cxcywh_xywh[float64]

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

+19%

40.4 µs

33.9 µs

test_box_convert_cxcywh_xyxy[int64]

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

+19%

40.4 µs

34 µs

test_box_convert_xywh_xyxy[uint64]

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

+19%

40 µs

33.8 µs

test_box_convert_xywh_xyxy[float64]

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

+18%

40.4 µs

34.1 µs

test_box_convert_xywh_cxcywh[int64]

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

+18%

40.4 µs

34.3 µs

test_box_convert_cxcywh_xywh[uint64]

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

+18%

40.3 µs

34.2 µs

test_box_convert_xywh_cxcywh[int16]

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

+17%

35.5 µs

30.2 µs

test_box_convert_xyxy_xywh[int16]

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

+17%

35 µs

29.9 µs

test_box_convert_cxcywh_xywh[int16]

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

+17%

35.3 µs

30.3 µs

test_box_convert_xywh_cxcywh[uint16]

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

+17%

35.2 µs

30.2 µs

test_box_convert_xywh_cxcywh[float64]

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

+16%

40.5 µs

34.8 µs

test_box_convert_cxcywh_xyxy[uint16]

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

+16%

35.2 µs

30.3 µs

test_box_convert_xywh_xyxy[uint8]

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

+16%

34.4 µs

29.6 µs

test_box_convert_xyxy_xywh[float64]

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

+16%

43.4 µs

37.4 µs

test_box_convert_xyxy_cxcywh[int16]

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

+16%

35.3 µs

30.4 µs

test_box_convert_xyxy_xywh[uint16]

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

+16%

34.9 µs

30.1 µs

test_box_convert_cxcywh_xyxy[uint8]

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

+16%

34.5 µs

29.8 µs

test_box_convert_xyxy_xywh[uint8]

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

+15%

35.7 µs

31 µs

test_box_convert_xyxy_cxcywh[uint16]

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

+15%

35.1 µs

30.6 µs

test_box_convert_xywh_cxcywh[uint8]

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

+15%

34.2 µs

29.8 µs

test_box_convert_xywh_xyxy[uint16]

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

+14%

34.3 µs

30 µs

test_box_convert_xyxy_cxcywh[uint8]

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

+14%

34.3 µs

30 µs

test_box_convert_cxcywh_xywh[uint8]

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

+14%

34.1 µs

29.8 µs

test_box_convert_xywh_xyxy[int16]

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

+14%

34.2 µs

29.9 µs

test_box_convert_cxcywh_xyxy[int16]

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

+14%

34.6 µs

30.3 µs

test_box_convert_cxcywh_xywh[uint16]

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

+14%

34.5 µs

30.3 µs

test_box_convert_xyxy_xywh[uint32]

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

+13%

36.3 µs

32.3 µs

test_box_convert_xyxy_xywh[float32]

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

+13%

36.6 µs

32.5 µs

test_box_convert_xywh_cxcywh[uint32]

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

+12%

36.5 µs

32.7 µs

test_parallel_iou_distance[uint8]

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

+12%

395.3 µs

354.1 µs

test_box_convert_cxcywh_xyxy[uint32]

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

+12%

36.5 µs

32.7 µs

test_box_convert_cxcywh_xyxy[float32]

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

+11%

37.9 µs

34.1 µs

test_box_convert_cxcywh_xywh[uint32]

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

+11%

36.4 µs

32.8 µs

test_boxes_areas[uint64]

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

+11%

35.3 µs

31.8 µs

test_box_convert_xyxy_xywh[int32]

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

+11%

35.9 µs

32.3 µs

test_box_convert_xywh_cxcywh[float32]

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

+11%

36.3 µs

32.7 µs

test_box_convert_xywh_xyxy[int32]

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

+11%

35.9 µs

32.4 µs

test_box_convert_xywh_xyxy[float32]

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

+11%

36.2 µs

32.6 µs

test_boxes_areas[int64]

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

+11%

35.2 µs

31.8 µs

test_box_convert_xywh_xyxy[uint32]

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

+11%

36.9 µs

33.3 µs

test_box_convert_xyxy_cxcywh[float32]

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

+11%

36.4 µs

32.8 µs

test_box_convert_xywh_cxcywh[int32]

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

+11%

36.3 µs

32.8 µs

test_box_convert_cxcywh_xywh[int32]

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

+11%

36.5 µs

32.9 µs

test_box_convert_cxcywh_xywh[float32]

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

+11%

36.4 µs

32.9 µs

test_box_convert_xyxy_cxcywh[uint32]

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

+11%

36.2 µs

32.8 µs

test_boxes_areas[float64]

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

+11%

38.8 µs

35.1 µs

test_box_convert_cxcywh_xyxy[int32]

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

+10%

36.2 µs

32.9 µs

test_box_convert_xyxy_cxcywh[int32]

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

+9%

36.1 µs

33.1 µs

test_box_convert_xyxy_xywh[uint64]

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

+9%

40.4 µs

37.1 µs

test_boxes_areas[uint32]

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

+9%

33.9 µs

31.2 µs

test_box_convert_xywh_xyxy[int64]

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

+9%

40.2 µs

37 µs

test_box_convert_xywh_cxcywh[uint64]

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

+9%

40.5 µs

37.2 µs

test_box_convert_xyxy_cxcywh[uint64]

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

+9%

40.5 µs

37.3 µs

test_box_convert_xyxy_cxcywh[int64]

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

+9%

40.8 µs

37.5 µs

test_boxes_areas[int32]

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

+9%

33.9 µs

31.2 µs

test_box_convert_xyxy_cxcywh[float64]

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

+8%

40.4 µs

37.2 µs

test_remove_small_boxes[int64]

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

+8%

35.7 µs

33.1 µs

test_remove_small_boxes[float64]

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

+8%

39.2 µs

36.3 µs

test_box_convert_cxcywh_xyxy[float64]

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

+8%

40.4 µs

37.5 µs

test_boxes_areas[float32]

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

+8%

33.9 µs

31.4 µs

test_remove_small_boxes[uint64]

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

+7%

35.8 µs

33.4 µs

test_remove_small_boxes[uint32]

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

+7%

35.3 µs

33.2 µs

test_remove_small_boxes[float32]

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

+6%

34.6 µs

32.5 µs

test_parallel_iou_distance[uint32]

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

+6%

372.5 µs

350.6 µs

test_remove_small_boxes[int32]

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

+6%

34.4 µs

32.4 µs

test_masks_to_boxes

bindings/tests/test_speed.py::test_masks_to_boxes

+6%

9.4 ms

8.8 ms

test_rtree_nms_many_boxes[1000]

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

+6%

1.3 ms

1.2 ms

test_parallel_iou_distance[uint16]

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

+5%

425.1 µs

403.2 µs

test_boxes_areas[uint16]

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

+5%

32.6 µs

31 µs

test_boxes_areas[int16]

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

+5%

32.7 µs

31.1 µs

test_rtree_nms_many_boxes[10000]

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

+5%

16.7 ms

16 ms

test_rtree_nms_many_boxes[5000]

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

+5%

7.9 ms

7.6 ms

test_rtree_nms_many_boxes[20000]

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

+5%

37.4 ms

35.7 ms

test_iou_distance[int64]

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

+5%

288.7 µs

276.2 µs

test_boxes_areas[uint8]

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

+5%

34 µs

32.5 µs

test_rtree_nms[int64]

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

+4%

128.9 µs

123.4 µs

test_remove_small_boxes[int16]

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

+4%

33.3 µs

32 µs

test_rtree_nms[float64]

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

+4%

132.6 µs

127.7 µs

test_rtree_nms[int32]

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

+4%

125.3 µs

120.7 µs

test_parallel_iou_distance[uint64]

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

+4%

373.8 µs

360.4 µs

test_remove_small_boxes[uint16]

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

+4%

33.2 µs

32 µs

test_remove_small_boxes[uint8]

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

+4%

34.7 µs

33.5 µs

parallel iou distance benchmark

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

+3%

294.6 µs

284.7 µs

test_rtree_nms[float32]

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

+3%

128.7 µs

124.6 µs

test_rtree_nms[int16]

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

+3%

122.7 µs

119.5 µs

test_tiou_distance[int64]

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

+3%

277.6 µs

270.6 µs

test_parallel_iou_distance[int32]

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

+3%

354.5 µs

345.6 µs

test_iou_distance[float64]

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

+2%

194.6 µs

190.5 µs

giou distance benchmark

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

+2%

275.6 µs

269.9 µs

test_tiou_distance[float64]

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

+2%

197.2 µs

193.5 µs

test_giou_distance[float64]

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

+2%

268.2 µs

263.6 µs

test_diou_distance[float32]

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

+2%

200.7 µs

197.4 µs

test_parallel_giou_distance[float64]

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

+2%

269 µs

264.5 µs

test_iou_distance[float32]

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

+2%

187.4 µs

184.5 µs

test_iou_distance[uint64]

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

+1%

291.8 µs

287.6 µs

test_tiou_distance[float32]

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

+1%

196.4 µs

193.8 µs

test_tiou_distance[uint64]

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

+1%

320.7 µs

316.7 µs

test_giou_distance[int64]

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

+1%

381.3 µs

376.8 µs

test_parallel_giou_distance[int64]

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

+1%

381.2 µs

376.9 µs

test_parallel_giou_distance[float32]

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

+1%

267.6 µs

264.6 µs

test_diou_distance[float64]

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

+1%

200.3 µs

198.1 µs

test_iou_distance[int32]

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

+1%

271.8 µs

268.9 µs

test_tiou_distance[int32]

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

+1%

223.5 µs

221.1 µs

test_giou_distance[float32]

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

+1%

268.4 µs

265.6 µs

test_tiou_distance[uint32]

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

+1%

243.2 µs

240.7 µs

test_iou_distance[uint32]

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

+1%

271.8 µs

269.2 µs

test_parallel_iou_distance[float32]

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

+1%

248.1 µs

245.9 µs

test_tiou_distance[uint16]

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

+1%

195.9 µs

194.3 µs

test_giou_distance[uint32]

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

+1%

375.7 µs

372.6 µs

test_parallel_giou_distance[int32]

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

+1%

375.5 µs

372.5 µs

test_giou_distance[int32]

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

+1%

375.4 µs

372.5 µs

test_tiou_distance[int16]

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

+1%

188.8 µs

187.4 µs

test_parallel_giou_distance[uint32]

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

+1%

375.4 µs

372.7 µs

test_tiou_distance[uint8]

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

+1%

205.7 µs

204.5 µs

test_iou_distance[int16]

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

+1%

295 µs

293.2 µs

test_iou_distance[uint16]

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

294.7 µs

293.4 µs

test_giou_distance[uint8]

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

402.5 µs

401.1 µs

test_parallel_giou_distance[uint8]

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

403.1 µs

401.9 µs

test_iou_distance[uint8]

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

290.1 µs

289.5 µs

test_parallel_iou_distance[int16]

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

400.5 µs

400.1 µs

iou distance benchmark

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

213.3 µs

test_giou_distance[uint64]

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

401.2 µs

402.2 µs

test_parallel_giou_distance[uint64]

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

401.1 µs

402.2 µs

test_rotated_giou_distance[float64]

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

12.4 ms

test_rotated_iou_distance[float64]

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

12.8 ms

12.9 ms

test_parallel_iou_distance[int64]

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

-1%

373.1 µs

378.6 µs

test_parallel_giou_distance[int16]

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

-3%

367.9 µs

380.2 µs

test_giou_distance[uint16]

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

-3%

368.2 µs

380.5 µs

test_parallel_giou_distance[uint16]

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

-3%

367.9 µs

380.5 µs

test_giou_distance[int16]

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

-3%

367.7 µs

380.3 µs

test_parallel_iou_distance[float64]

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

-7%

236.6 µs

255 µs

test_rotated_tiou_distance[float64]

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

-9%

190.2 µs

208.1 µs

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