'experiment' : # 'path_dataset' : '/mnt/data/cdy/project/dataset/FUSION' # 'path_result': '/mnt/data/cdy/data2/results/FUSIONLCD' # 'path_dataset' : 'E:\work\Project\dataset\FUSION' # 'path_result' : 'E:\work\Project\results\FUSIONLCD\bev2' 'path_dataset' : '/home/adlab36/chenyouyuan/FUSIONLCD' 'path_result': '/home/adlab36/chenyouyuan/FUSIONLCD/result' 'train_flag' : 0 'validate_flag' : 1 'test_flag' : 1 'flag' : 'fusion' 'cuda' : 1 # TRAINING 'epochs' : 200 'batchsize' : 6 'learning_rate' : 1.e-3 'beta1' : 0.9 'beta2' : 0.999 'eps' : 1.e-8 'weight_decay' : 5.e-6 'load_model' : 1 #FUSION # 'last_model' : '/data4/caodanyang/results/FUSIONLCD/08310/models/checkpoint_079.pth.tar' #BEV # 'last_model' : '/data4/caodanyang/results/FUSIONLCD/bev_09030/models/checkpoint_066.pth.tar' #BEV+EP 'last_model' : '/home/adlab36/chenyouyuan/FUSIONLCD/result/log/models/checkpoint_199.pth.tar' #DATASET 'train' : 0,5,6,7,9 'validate' : 8,50,54,55,56,59 'test' : 8,50,54,55,56,59 'voxel_num' : 15000 'voxel_max_points' : 100 'voxel_sample' : 'top' # 'bev_range' : -51.2,-51.2,-2.5,51.2,51.2,1.5 # 'bev_resolution' : 0.16 # 'bev_range' : -64,-64,-2.5,64,64,1.5 # 'bev_resolution' : 0.2 'bev_range' : -32,-32,-2.5,32,32,1.5 'bev_resolution' : 0.2 # NETWORK PARAMS 'kpts_number_bev' : 150 'kpts_number_img' : 150 'cluster_num_bev' : 16 'cluster_num_img' : 16 'cluster_num_fusion' : 16 'sinkhorn_iter' : 5 'vlad_size' : 256 # LOSS 'loop_file' : 'loop_GT_4m' 'trip_margin' : 0.5 'negetative_selsector' : 'random'