v0.7.0

Features

• Feature: new op focal_loss_sigmoid #590
• Feature: add ms_deform_attn_backward fast kernel #629
• Feature: improve focal_loss_sigmoid_backward precision #641
• Feature: three_interpolate supports the tensor num near 2G #637
• Feature: new op mutual_information_backward #648
• Feature: new op dynamic_point_to_voxel_forward #634
• Feature: ball_query support the tensor num near to 2G #653
• Feature: new op diff_iou_rotated_sort_vertices_forward #625
• Feature: format func in common.h #672
• Feature: new op mutual_information_forward #668
• Feature: update toolkit3.5.0 #660
• Feature: new op dynamic_point_to_voxel_backward #662
• Feature: upgrade binary ops to v1.18.1 #686

Bug Fixes

• Fix: unify carafe_forward and carafe_backward op's proto #607
• Fix: replace MLULOG to LOG(ERROR) #621
• Fix: fix dynamic_point_to_voxel_forward bug #663
• Fix: fix psroipool docs #665
• Fix: fix ms_deform_attn_backward bug #650
• Fix: fix nms_rotated bug #669
• Fix: fix focal_loss_sigmoid_backward mpu read overflow #676
• Fix: correct dynamic_point_to_voxel_backward call scatter_nd shape #678
• Fix: update clang version to fix coverage test on r0.7 #693
• Fix: fix binary ops memory leak #698
• Fix: fix focal_loss_sigmoid_backward gamma range precheck #706
• Fix: add ms_deform_attn_forward/backward into the real data relied op list #703

Test

• TEST: add ms_deform_attn_backward api check cases #633
• TEST: add ms_deform_attn_forward api test #652

Performance

• Perf: optimize ms_deform_attn_backward on MLU590 #684

Documentations

• Docs: fix doc problems #608
• Docs: fix userguide copyright year #620
• Docs: delete get_indice_pairs sensitive words #636
• Docs: fix code coverage doc #646
• Docs: update the License for nms and roialign_forward #657
• Docs: revise terminology #655
• Docs: fix warnings in sphinx #667

Contributors

@WangYuan-cn @duzekunKTH @tudejiang79 @LittleReal @mahxn0 @ZhangLearning @DanieeelLiu @liuyuan1-v @wushaoqiang2168 @Unireverse @starkhu @Devin-D-U @Shin-Wang @FRYao @njdragonknight @yangdian0315 @Wickyzheng @tcd-fang @AquamarineSu @xichangzun

Full Changelog: v0.6.0...v0.7.0