mmdet3d中提供了 tools/analysis_tools/get_flops.py 脚本来计算一个模型的计算量 (FLOPS) 和参数量 (params),具体是通过 mmcv.cnn.get_model_complexity_info() 这个函数来计算得到的。 测试PointPillars模型 python tools/analysis_tools/get_flops.py configs/pointpillars/hv_pointpillars_secfpn_6x8_160e_kitti...
(3, 3), bias=False #params: 9.41K, #flops: 0.12G, #acts: 0.8M ) (bn1): BatchNorm2d( 64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True #params: 0.13K, #flops: 4.01M, #acts: 0 ) (relu): ReLU(inplace=True) (maxpool): MaxPool2d(kernel_size=3, stride=...
python tools/analysis_tools/get_flops.py configs/pointpillars/pointpillars_hv_secfpn_sbn-all_8xb4-2x_nus-3d.py --modality point Reproduces the problem - command or script python tools/analysis_tools/get_flops.py configs/pointpillars/pointpillars_hv_secfpn_sbn-all_8xb4-2x_nus-3d.py --modality...
| |- analysis_tools # 分析工具，包括可视化、计算flops等 | |- data_converter ...
mmdetection3d / docs / en / changelog.md changelog.md45.56 KB 一键复制编辑原始数据按行查看历史 Jingwei Zhang提交于2年前.Bump to 1.0.0rc6 (#2073) Changelog v1.0.0rc6 (2/12/2022) New Features AddProjects/folder and the first example project (#2082) ...
python tools/analysis_tools/get_flops.py configs/pointpillars/pointpillars_hv_secfpn_sbn-all_8xb4-2x_nus-3d.py --modality point Reproduces the problem - error message mmdetection3d/mmdet3d/models/dense_heads/anchor3d_head.py:94: UserWarning: dir_offset and dir_limit_offset will be depressed ...