iter/faster - Branch - Smirkey/powerboxes

refactor: faster iteration

#44Merged

Comparing

iter/faster

(

5cc6ec8

) with

main

(

e443fea

)

+53%

Improvements: 3

Untouched: 144

Benchmarks

Improved

test_tiou_distance[int16]

bindings/tests/test_speed.py

+53%

289.1 µs189.5 µs

test_tiou_distance[uint16]

bindings/tests/test_speed.py

+47%

289.4 µs196.3 µs

test_tiou_distance[uint8]

bindings/tests/test_speed.py

+29%

265.5 µs206 µs

Passed

test_tiou_distance[float32]

bindings/tests/test_speed.py

+17%

231 µs197.5 µs

test_tiou_distance[float64]

bindings/tests/test_speed.py

+17%

230.9 µs198 µs

test_tiou_distance[int32]

bindings/tests/test_speed.py

+16%

260.2 µs224.4 µs

test_tiou_distance[uint32]

bindings/tests/test_speed.py

+9%

266.2 µs243.4 µs

test_parallel_iou_distance[float32]

bindings/tests/test_speed.py

+8%

257.5 µs237.9 µs

test_parallel_iou_distance[int64]

bindings/tests/test_speed.py

+7%

381 µs354.8 µs

test_parallel_iou_distance[int16]

bindings/tests/test_speed.py

+4%

422.2 µs405.4 µs

test_nms_many_boxes[5000]

bindings/tests/test_speed.py

+4%

49.7 ms47.8 ms

test_box_convert_xywh_xyxy[uint64]

bindings/tests/test_speed.py

+2%

41.3 µs40.4 µs

test_parallel_giou_distance[int64]

bindings/tests/test_speed.py

+2%

388.1 µs381.6 µs

test_giou_distance[int64]

bindings/tests/test_speed.py

+2%

388.2 µs381.8 µs

test_box_convert_xywh_cxcywh[uint8]

bindings/tests/test_speed.py

+2%

35.2 µs34.7 µs

test_box_convert_cxcywh_xyxy[int32]

bindings/tests/test_speed.py

+1%

37.5 µs36.9 µs

test_box_convert_cxcywh_xyxy[uint16]

bindings/tests/test_speed.py

+1%

36.1 µs35.6 µs

test_box_convert_xywh_cxcywh[float64]

bindings/tests/test_speed.py

+1%

41.3 µs40.8 µs

test_box_convert_cxcywh_xyxy[uint64]

bindings/tests/test_speed.py

+1%

41.2 µs40.7 µs

test_box_convert_xyxy_cxcywh[float64]

bindings/tests/test_speed.py

+1%

40.8 µs40.3 µs

test_box_convert_xyxy_xywh[int32]

bindings/tests/test_speed.py

+1%

36.9 µs36.5 µs

test_box_convert_xyxy_cxcywh[uint64]

bindings/tests/test_speed.py

+1%

41 µs40.6 µs

test_box_convert_xyxy_xywh[uint32]

bindings/tests/test_speed.py

+1%

36.9 µs36.5 µs

test_box_convert_xywh_xyxy[int32]

bindings/tests/test_speed.py

+1%

36.9 µs36.5 µs

test_box_convert_xyxy_xywh[float32]

bindings/tests/test_speed.py

+1%

36.9 µs36.6 µs

test_box_convert_cxcywh_xyxy[uint8]

bindings/tests/test_speed.py

+1%

35.6 µs35.2 µs

test_boxes_areas[uint64]

bindings/tests/test_speed.py

+1%

36.5 µs36.1 µs

test_box_convert_cxcywh_xywh[float64]

bindings/tests/test_speed.py

+1%

40.9 µs40.5 µs

test_box_convert_xyxy_xywh[float64]

bindings/tests/test_speed.py

+1%

43.9 µs43.6 µs

test_box_convert_xywh_cxcywh[uint32]

bindings/tests/test_speed.py

+1%

37 µs36.7 µs

test_box_convert_cxcywh_xywh[int32]

bindings/tests/test_speed.py

+1%

37.1 µs36.8 µs

test_rtree_nms[float32]

bindings/tests/test_speed.py

+1%

122.6 µs121.6 µs

test_tiou_distance[int64]

bindings/tests/test_speed.py

+1%

277.7 µs275.5 µs

test_box_convert_cxcywh_xyxy[int64]

bindings/tests/test_speed.py

+1%

41.1 µs40.8 µs

test_rtree_nms[int16]

bindings/tests/test_speed.py

+1%

133 µs131.9 µs

test_rtree_nms[int32]

bindings/tests/test_speed.py

+1%

131.2 µs130.2 µs

test_box_convert_xyxy_cxcywh[int32]

bindings/tests/test_speed.py

+1%

37.1 µs36.8 µs

test_box_convert_xywh_xyxy[int16]

bindings/tests/test_speed.py

+1%

35.7 µs35.5 µs

test_box_convert_xyxy_xywh[uint64]

bindings/tests/test_speed.py

+1%

41 µs40.7 µs

test_box_convert_cxcywh_xywh[uint32]

bindings/tests/test_speed.py

+1%

36.9 µs36.7 µs

test_box_convert_xywh_xyxy[uint8]

bindings/tests/test_speed.py

+1%

35.3 µs35 µs

test_box_convert_cxcywh_xywh[uint64]

bindings/tests/test_speed.py

+1%

41 µs40.7 µs

test_remove_small_boxes[uint64]

bindings/tests/test_speed.py

+1%

37.1 µs36.9 µs

test_box_convert_xywh_cxcywh[uint64]

bindings/tests/test_speed.py

+1%

41.1 µs40.8 µs

test_box_convert_cxcywh_xyxy[float64]

bindings/tests/test_speed.py

+1%

40.7 µs40.5 µs

test_box_convert_xywh_cxcywh[int16]

bindings/tests/test_speed.py

+1%

36.1 µs35.8 µs

test_box_convert_xyxy_cxcywh[uint32]

bindings/tests/test_speed.py

+1%

36.9 µs36.7 µs

test_box_convert_xyxy_cxcywh[int64]

bindings/tests/test_speed.py

+1%

41.1 µs40.9 µs

test_boxes_areas[uint16]

bindings/tests/test_speed.py

+1%

33.8 µs33.6 µs

test_box_convert_xyxy_cxcywh[uint16]

bindings/tests/test_speed.py

+1%

35.9 µs35.7 µs

test_box_convert_xywh_xyxy[uint32]

bindings/tests/test_speed.py

+1%

36.8 µs36.6 µs

test_box_convert_xywh_xyxy[uint16]

bindings/tests/test_speed.py

+1%

35.7 µs35.5 µs

test_boxes_areas[uint32]

bindings/tests/test_speed.py

+1%

34.9 µs34.7 µs

test_parallel_giou_distance[float64]

bindings/tests/test_speed.py

+1%

270.6 µs269.2 µs

test_boxes_areas[float64]

bindings/tests/test_speed.py

39.4 µs39.2 µs

test_box_convert_cxcywh_xyxy[uint32]

bindings/tests/test_speed.py

36.8 µs36.7 µs

test_remove_small_boxes[float32]

bindings/tests/test_speed.py

37.3 µs37.1 µs

test_boxes_areas[float32]

bindings/tests/test_speed.py

34.7 µs34.6 µs

test_box_convert_xyxy_cxcywh[int16]

bindings/tests/test_speed.py

35.9 µs35.8 µs

test_box_convert_xyxy_xywh[int64]

bindings/tests/test_speed.py

40.9 µs40.7 µs

test_nms[int32]

bindings/tests/test_speed.py

79.3 µs78.9 µs

test_box_convert_cxcywh_xywh[float32]

bindings/tests/test_speed.py

36.9 µs36.7 µs

test_nms[uint8]

bindings/tests/test_speed.py

74.1 µs73.9 µs

test_nms[float32]

bindings/tests/test_speed.py

71.5 µs71.3 µs

test_nms[uint16]

bindings/tests/test_speed.py

78.6 µs78.4 µs

test_parallel_iou_distance[uint32]

bindings/tests/test_speed.py

367.7 µs366.4 µs

test_giou_distance[float64]

bindings/tests/test_speed.py

269.6 µs268.8 µs

test_box_convert_cxcywh_xywh[uint8]

bindings/tests/test_speed.py

35.4 µs35.3 µs

test_nms_many_boxes[1000]

bindings/tests/test_speed.py

2 ms2 ms

test_giou_distance[uint32]

bindings/tests/test_speed.py

376.9 µs375.8 µs

test_box_convert_xyxy_cxcywh[uint8]

bindings/tests/test_speed.py

35.2 µs35.1 µs

test_giou_distance[float32]

bindings/tests/test_speed.py

269.7 µs269 µs

test_remove_small_boxes[uint8]

bindings/tests/test_speed.py

35.4 µs35.3 µs

test_box_convert_cxcywh_xywh[uint16]

bindings/tests/test_speed.py

35.8 µs35.8 µs

test_parallel_giou_distance[float32]

bindings/tests/test_speed.py

268.8 µs268.1 µs

test_remove_small_boxes[int32]

bindings/tests/test_speed.py

35.4 µs35.4 µs

test_box_convert_xywh_xyxy[float64]

bindings/tests/test_speed.py

40.8 µs40.7 µs

test_iou_distance[uint64]

bindings/tests/test_speed.py

295.6 µs295 µs

test_iou_distance[float32]

bindings/tests/test_speed.py

188.9 µs188.5 µs

test_box_convert_xywh_cxcywh[int64]

bindings/tests/test_speed.py

41 µs40.9 µs

test_iou_distance[float64]

bindings/tests/test_speed.py

195.1 µs194.8 µs

test_boxes_areas[uint8]

bindings/tests/test_speed.py

34.8 µs34.8 µs

test_nms[int64]

bindings/tests/test_speed.py

81.1 µs81 µs

test_iou_distance[uint16]

bindings/tests/test_speed.py

296.3 µs295.9 µs

test_iou_distance[int32]

bindings/tests/test_speed.py

272.7 µs272.4 µs

test_iou_distance[int64]

bindings/tests/test_speed.py

284.3 µs284 µs

test_parallel_giou_distance[uint32]

bindings/tests/test_speed.py

376.4 µs375.9 µs

test_nms[int16]

bindings/tests/test_speed.py

78.3 µs78.2 µs

test_parallel_iou_distance[int32]

bindings/tests/test_speed.py

366.2 µs365.8 µs

test_iou_distance[uint8]

bindings/tests/test_speed.py

291.3 µs291 µs

test_boxes_areas[int16]

bindings/tests/test_speed.py

33.6 µs33.6 µs

test_rotated_giou_distance[float64]

bindings/tests/test_speed.py

12.3 ms12.3 ms

test_nms_many_boxes[10000]

bindings/tests/test_speed.py

202 ms201.9 ms

test_box_convert_xywh_xyxy[float32]

bindings/tests/test_speed.py

36.8 µs36.8 µs

test_rotated_iou_distance[float64]

bindings/tests/test_speed.py

12.8 ms12.8 ms

test_iou_distance[int16]

bindings/tests/test_speed.py

295.9 µs295.8 µs

giou distance benchmark

powerboxesrs/benches/bench_iou.rs::benches::giou_distance_benchmark

270 µs269.9 µs

test_iou_distance[uint32]

bindings/tests/test_speed.py

272.6 µs272.6 µs

test_masks_to_boxes

bindings/tests/test_speed.py

9.4 ms9.4 ms

test_nms_many_boxes[20000]

bindings/tests/test_speed.py

763.9 ms763.9 ms

iou distance benchmark

powerboxesrs/benches/bench_iou.rs::benches::iou_distance_benchmark

213.3 µs213.3 µs

parallel iou distance benchmark

powerboxesrs/benches/bench_iou.rs::benches::parallel_iou_distance_benchmark

275.4 µs275.4 µs

test_nms[uint32]

bindings/tests/test_speed.py

79.2 µs79.2 µs

test_box_convert_xywh_xyxy[int64]

bindings/tests/test_speed.py

40.7 µs40.7 µs

test_parallel_iou_distance[uint64]

bindings/tests/test_speed.py

372.7 µs372.9 µs

test_remove_small_boxes[int64]

bindings/tests/test_speed.py

36.6 µs36.7 µs

test_rotated_tiou_distance[float64]

bindings/tests/test_speed.py

192.2 µs192.4 µs

test_remove_small_boxes[uint32]

bindings/tests/test_speed.py

35.3 µs35.3 µs

test_box_convert_xyxy_xywh[uint8]

bindings/tests/test_speed.py

36.5 µs36.5 µs

test_box_convert_xyxy_xywh[int16]

bindings/tests/test_speed.py

35.5 µs35.5 µs

test_box_convert_xywh_cxcywh[uint16]

bindings/tests/test_speed.py

35.8 µs35.8 µs

test_box_convert_xyxy_cxcywh[float32]

bindings/tests/test_speed.py

36.8 µs36.9 µs

test_box_convert_cxcywh_xywh[int16]

bindings/tests/test_speed.py

35.9 µs35.9 µs

test_remove_small_boxes[int16]

bindings/tests/test_speed.py

34.4 µs34.4 µs

test_box_convert_xyxy_xywh[uint16]

bindings/tests/test_speed.py

35.7 µs35.8 µs

test_nms[uint64]

bindings/tests/test_speed.py

81.5 µs81.7 µs

test_box_convert_xywh_cxcywh[float32]

bindings/tests/test_speed.py

36.8 µs36.9 µs

test_box_convert_cxcywh_xywh[int64]

bindings/tests/test_speed.py

41 µs41.1 µs

test_boxes_areas[int32]

bindings/tests/test_speed.py

34.7 µs34.8 µs

test_parallel_giou_distance[int32]

bindings/tests/test_speed.py

376.8 µs378.5 µs

test_boxes_areas[int64]

bindings/tests/test_speed.py

36.2 µs36.3 µs

test_giou_distance[int32]

bindings/tests/test_speed.py

376.9 µs378.8 µs

test_nms[float64]

bindings/tests/test_speed.py

77 µs77.4 µs

test_remove_small_boxes[float64]

bindings/tests/test_speed.py

-1%

41.8 µs42 µs

test_box_convert_xywh_cxcywh[int32]

bindings/tests/test_speed.py

-1%

36.8 µs37 µs

test_box_convert_cxcywh_xyxy[float32]

bindings/tests/test_speed.py

-1%

38 µs38.3 µs

test_box_convert_cxcywh_xyxy[int16]

bindings/tests/test_speed.py

-1%

35.8 µs36 µs

test_giou_distance[uint64]

bindings/tests/test_speed.py

-1%

402.6 µs407 µs

test_giou_distance[uint8]

bindings/tests/test_speed.py

-1%

403.8 µs408.4 µs

test_parallel_giou_distance[uint8]

bindings/tests/test_speed.py

-1%

404.1 µs409 µs

test_parallel_giou_distance[uint64]

bindings/tests/test_speed.py

-1%

402.1 µs407 µs

test_remove_small_boxes[uint16]

bindings/tests/test_speed.py

-1%

33.9 µs34.4 µs

test_rtree_nms[float64]

bindings/tests/test_speed.py

-2%

154.4 µs157.2 µs

test_giou_distance[int16]

bindings/tests/test_speed.py

-2%

369.3 µs376.9 µs

test_parallel_giou_distance[uint16]

bindings/tests/test_speed.py

-2%

369.3 µs377 µs

test_giou_distance[uint16]

bindings/tests/test_speed.py

-2%

369.3 µs377.1 µs

test_parallel_giou_distance[int16]

bindings/tests/test_speed.py

-2%

369.2 µs377.1 µs

test_rtree_nms[int64]

bindings/tests/test_speed.py

-3%

141.3 µs145.3 µs

test_rtree_nms_many_boxes[1000]

bindings/tests/test_speed.py

-3%

1.4 ms1.4 ms

test_rtree_nms_many_boxes[10000]

bindings/tests/test_speed.py

-3%

18.5 ms19.1 ms

test_rtree_nms_many_boxes[5000]

bindings/tests/test_speed.py

-4%

8.3 ms8.7 ms

test_rtree_nms_many_boxes[20000]

bindings/tests/test_speed.py

-4%

38.1 ms39.8 ms

test_parallel_iou_distance[uint8]

bindings/tests/test_speed.py

-4%

371.8 µs388.9 µs

test_parallel_iou_distance[float64]

bindings/tests/test_speed.py

-5%

269 µs284.2 µs

test_parallel_iou_distance[uint16]

bindings/tests/test_speed.py

-6%

399 µs426.1 µs

parallel giou distance benchmark

powerboxesrs/benches/bench_iou.rs::benches::parallel_giou_distance_benchmark

-8%

381 µs414.3 µs

test_tiou_distance[uint64]

bindings/tests/test_speed.py

-11%

287.2 µs321.5 µs

Commits

Click on a commit to change the comparison range

Base

main

e443fea

+52.36%

refactor: faster iteration

4bfbbf4

2 years ago

by Smirkey

+0.78%

refactor: faster iteration

e8a0342

2 years ago

by Smirkey

-0.58%

revert: is slower

5cc6ec8

2 years ago

by Smirkey

Home Terms Privacy Docs