snapshot/indoor/est_traj/3DMatch/250
0it [00:00, ?it/s]
gt_folder: configs/benchmarks/3DMatch
exp_dir: snapshot/indoor/est_traj/3DMatch/250
tsfm_est shape: (0,)
tsfm_est: []
Scene names: ['7-scenes-redkitchen', 'sun3d-home_at-home_at_scan1_2013_jan_1', 'sun3d-home_md-home_md_scan9_2012_sep_30', 'sun3d-hotel_uc-scan3', 'sun3d-hotel_umd-maryland_hotel1', 'sun3d-hotel_umd-maryland_hotel3', 'sun3d-mit_76_studyroom-76-1studyroom2', 'sun3d-mit_lab_hj-lab_hj_tea_nov_2_2012_scan1_erika']
Scene: 7-scenes-redkitchen, GT pairs: 506
Warning: count 0 exceeds tsfm_est length 0. Skipping remaining pairs.
Scene: sun3d-home_at-home_at_scan1_2013_jan_1, GT pairs: 156
Warning: count 0 exceeds tsfm_est length 0. Skipping remaining pairs.
Scene: sun3d-home_md-home_md_scan9_2012_sep_30, GT pairs: 208
Warning: count 0 exceeds tsfm_est length 0. Skipping remaining pairs.
Scene: sun3d-hotel_uc-scan3, GT pairs: 226
Warning: count 0 exceeds tsfm_est length 0. Skipping remaining pairs.
Scene: sun3d-hotel_umd-maryland_hotel1, GT pairs: 104
Warning: count 0 exceeds tsfm_est length 0. Skipping remaining pairs.
Scene: sun3d-hotel_umd-maryland_hotel3, GT pairs: 54
Warning: count 0 exceeds tsfm_est length 0. Skipping remaining pairs.
Scene: sun3d-mit_76_studyroom-76-1studyroom2, GT pairs: 292
Warning: count 0 exceeds tsfm_est length 0. Skipping remaining pairs.
Scene: sun3d-mit_lab_hj-lab_hj_tea_nov_2_2012_scan1_erika, GT pairs: 77
Warning: count 0 exceeds tsfm_est length 0. Skipping remaining pairs.
Traceback (most recent call last):
File "/home/user/OverlapPredator.Mink-master/scripts/evaluate_predator.py", line 124, in
benchmark_predator(feats_scores, args.n_points, args.exp_dir, args.benchmark)
File "/home/user/OverlapPredator.Mink-master/scripts/evaluate_predator.py", line 85, in benchmark_predator
benchmark(exp_dir, gt_folder)
File "/home/user/OverlapPredator.Mink-master/lib/benchmark.py", line 304, in benchmark
re = rotation_error(torch.from_numpy(ext_gt_traj[:,0:3,0:3]), torch.from_numpy(est_traj[:,0:3,0:3])).cpu().numpy()[np.array(c_flag)==0]
File "/home/user/OverlapPredator.Mink-master/lib/benchmark.py", line 27, in rotation_error
e = torch.stack([(torch.trace(R_[, :, :]) - 1) / 2 for _ in range(R.shape[0])], dim=0).unsqueeze(1)
RuntimeError: stack expects a non-empty TensorList
snapshot/indoor/est_traj/3DMatch/500
0it [00:00, ?it/s]
gt_folder: configs/benchmarks/3DMatch
exp_dir: snapshot/indoor/est_traj/3DMatch/500
tsfm_est shape: (0,)
tsfm_est: []
Scene names: ['7-scenes-redkitchen', 'sun3d-home_at-home_at_scan1_2013_jan_1', 'sun3d-home_md-home_md_scan9_2012_sep_30', 'sun3d-hotel_uc-scan3', 'sun3d-hotel_umd-maryland_hotel1', 'sun3d-hotel_umd-maryland_hotel3', 'sun3d-mit_76_studyroom-76-1studyroom2', 'sun3d-mit_lab_hj-lab_hj_tea_nov_2_2012_scan1_erika']
Scene: 7-scenes-redkitchen, GT pairs: 506
Warning: count 0 exceeds tsfm_est length 0. Skipping remaining pairs.
Scene: sun3d-home_at-home_at_scan1_2013_jan_1, GT pairs: 156
Warning: count 0 exceeds tsfm_est length 0. Skipping remaining pairs.
Scene: sun3d-home_md-home_md_scan9_2012_sep_30, GT pairs: 208
Warning: count 0 exceeds tsfm_est length 0. Skipping remaining pairs.
Scene: sun3d-hotel_uc-scan3, GT pairs: 226
Warning: count 0 exceeds tsfm_est length 0. Skipping remaining pairs.
Scene: sun3d-hotel_umd-maryland_hotel1, GT pairs: 104
Warning: count 0 exceeds tsfm_est length 0. Skipping remaining pairs.
Scene: sun3d-hotel_umd-maryland_hotel3, GT pairs: 54
Warning: count 0 exceeds tsfm_est length 0. Skipping remaining pairs.
Scene: sun3d-mit_76_studyroom-76-1studyroom2, GT pairs: 292
Warning: count 0 exceeds tsfm_est length 0. Skipping remaining pairs.
Scene: sun3d-mit_lab_hj-lab_hj_tea_nov_2_2012_scan1_erika, GT pairs: 77
Warning: count 0 exceeds tsfm_est length 0. Skipping remaining pairs.
Traceback (most recent call last):
File "/home/user/OverlapPredator.Mink-master/scripts/evaluate_predator.py", line 124, in
benchmark_predator(feats_scores, args.n_points, args.exp_dir, args.benchmark)
File "/home/user/OverlapPredator.Mink-master/scripts/evaluate_predator.py", line 85, in benchmark_predator
benchmark(exp_dir, gt_folder)
File "/home/user/OverlapPredator.Mink-master/lib/benchmark.py", line 304, in benchmark
re = rotation_error(torch.from_numpy(ext_gt_traj[:,0:3,0:3]), torch.from_numpy(est_traj[:,0:3,0:3])).cpu().numpy()[np.array(c_flag)==0]
File "/home/user/OverlapPredator.Mink-master/lib/benchmark.py", line 27, in rotation_error
e = torch.stack([(torch.trace(R_[, :, :]) - 1) / 2 for _ in range(R.shape[0])], dim=0).unsqueeze(1)
RuntimeError: stack expects a non-empty TensorList
snapshot/indoor/est_traj/3DMatch/1000
0it [00:00, ?it/s]
gt_folder: configs/benchmarks/3DMatch
exp_dir: snapshot/indoor/est_traj/3DMatch/1000
tsfm_est shape: (0,)
tsfm_est: []
Scene names: ['7-scenes-redkitchen', 'sun3d-home_at-home_at_scan1_2013_jan_1', 'sun3d-home_md-home_md_scan9_2012_sep_30', 'sun3d-hotel_uc-scan3', 'sun3d-hotel_umd-maryland_hotel1', 'sun3d-hotel_umd-maryland_hotel3', 'sun3d-mit_76_studyroom-76-1studyroom2', 'sun3d-mit_lab_hj-lab_hj_tea_nov_2_2012_scan1_erika']
Scene: 7-scenes-redkitchen, GT pairs: 506
Warning: count 0 exceeds tsfm_est length 0. Skipping remaining pairs.
Scene: sun3d-home_at-home_at_scan1_2013_jan_1, GT pairs: 156
Warning: count 0 exceeds tsfm_est length 0. Skipping remaining pairs.
Scene: sun3d-home_md-home_md_scan9_2012_sep_30, GT pairs: 208
Warning: count 0 exceeds tsfm_est length 0. Skipping remaining pairs.
Scene: sun3d-hotel_uc-scan3, GT pairs: 226
Warning: count 0 exceeds tsfm_est length 0. Skipping remaining pairs.
Scene: sun3d-hotel_umd-maryland_hotel1, GT pairs: 104
Warning: count 0 exceeds tsfm_est length 0. Skipping remaining pairs.
Scene: sun3d-hotel_umd-maryland_hotel3, GT pairs: 54
Warning: count 0 exceeds tsfm_est length 0. Skipping remaining pairs.
Scene: sun3d-mit_76_studyroom-76-1studyroom2, GT pairs: 292
Warning: count 0 exceeds tsfm_est length 0. Skipping remaining pairs.
Scene: sun3d-mit_lab_hj-lab_hj_tea_nov_2_2012_scan1_erika, GT pairs: 77
Warning: count 0 exceeds tsfm_est length 0. Skipping remaining pairs.
Traceback (most recent call last):
File "/home/user/OverlapPredator.Mink-master/scripts/evaluate_predator.py", line 124, in
benchmark_predator(feats_scores, args.n_points, args.exp_dir, args.benchmark)
File "/home/user/OverlapPredator.Mink-master/scripts/evaluate_predator.py", line 85, in benchmark_predator
benchmark(exp_dir, gt_folder)
File "/home/user/OverlapPredator.Mink-master/lib/benchmark.py", line 304, in benchmark
re = rotation_error(torch.from_numpy(ext_gt_traj[:,0:3,0:3]), torch.from_numpy(est_traj[:,0:3,0:3])).cpu().numpy()[np.array(c_flag)==0]
File "/home/user/OverlapPredator.Mink-master/lib/benchmark.py", line 27, in rotation_error
e = torch.stack([(torch.trace(R_[, :, :]) - 1) / 2 for _ in range(R.shape[0])], dim=0).unsqueeze(1)
RuntimeError: stack expects a non-empty TensorList
snapshot/indoor/est_traj/3DMatch/2500
0it [00:00, ?it/s]
gt_folder: configs/benchmarks/3DMatch
exp_dir: snapshot/indoor/est_traj/3DMatch/2500
tsfm_est shape: (0,)
tsfm_est: []
Scene names: ['7-scenes-redkitchen', 'sun3d-home_at-home_at_scan1_2013_jan_1', 'sun3d-home_md-home_md_scan9_2012_sep_30', 'sun3d-hotel_uc-scan3', 'sun3d-hotel_umd-maryland_hotel1', 'sun3d-hotel_umd-maryland_hotel3', 'sun3d-mit_76_studyroom-76-1studyroom2', 'sun3d-mit_lab_hj-lab_hj_tea_nov_2_2012_scan1_erika']
Scene: 7-scenes-redkitchen, GT pairs: 506
Warning: count 0 exceeds tsfm_est length 0. Skipping remaining pairs.
Scene: sun3d-home_at-home_at_scan1_2013_jan_1, GT pairs: 156
Warning: count 0 exceeds tsfm_est length 0. Skipping remaining pairs.
Scene: sun3d-home_md-home_md_scan9_2012_sep_30, GT pairs: 208
Warning: count 0 exceeds tsfm_est length 0. Skipping remaining pairs.
Scene: sun3d-hotel_uc-scan3, GT pairs: 226
Warning: count 0 exceeds tsfm_est length 0. Skipping remaining pairs.
Scene: sun3d-hotel_umd-maryland_hotel1, GT pairs: 104
Warning: count 0 exceeds tsfm_est length 0. Skipping remaining pairs.
Scene: sun3d-hotel_umd-maryland_hotel3, GT pairs: 54
Warning: count 0 exceeds tsfm_est length 0. Skipping remaining pairs.
Scene: sun3d-mit_76_studyroom-76-1studyroom2, GT pairs: 292
Warning: count 0 exceeds tsfm_est length 0. Skipping remaining pairs.
Scene: sun3d-mit_lab_hj-lab_hj_tea_nov_2_2012_scan1_erika, GT pairs: 77
Warning: count 0 exceeds tsfm_est length 0. Skipping remaining pairs.
Traceback (most recent call last):
File "/home/user/OverlapPredator.Mink-master/scripts/evaluate_predator.py", line 124, in
benchmark_predator(feats_scores, args.n_points, args.exp_dir, args.benchmark)
File "/home/user/OverlapPredator.Mink-master/scripts/evaluate_predator.py", line 85, in benchmark_predator
benchmark(exp_dir, gt_folder)
File "/home/user/OverlapPredator.Mink-master/lib/benchmark.py", line 304, in benchmark
re = rotation_error(torch.from_numpy(ext_gt_traj[:,0:3,0:3]), torch.from_numpy(est_traj[:,0:3,0:3])).cpu().numpy()[np.array(c_flag)==0]
File "/home/user/OverlapPredator.Mink-master/lib/benchmark.py", line 27, in rotation_error
e = torch.stack([(torch.trace(R_[, :, :]) - 1) / 2 for _ in range(R.shape[0])], dim=0).unsqueeze(1)
RuntimeError: stack expects a non-empty TensorList
snapshot/indoor/est_traj/3DMatch/5000
0it [00:00, ?it/s]
gt_folder: configs/benchmarks/3DMatch
exp_dir: snapshot/indoor/est_traj/3DMatch/5000
tsfm_est shape: (0,)
tsfm_est: []
Scene names: ['7-scenes-redkitchen', 'sun3d-home_at-home_at_scan1_2013_jan_1', 'sun3d-home_md-home_md_scan9_2012_sep_30', 'sun3d-hotel_uc-scan3', 'sun3d-hotel_umd-maryland_hotel1', 'sun3d-hotel_umd-maryland_hotel3', 'sun3d-mit_76_studyroom-76-1studyroom2', 'sun3d-mit_lab_hj-lab_hj_tea_nov_2_2012_scan1_erika']
Scene: 7-scenes-redkitchen, GT pairs: 506
Warning: count 0 exceeds tsfm_est length 0. Skipping remaining pairs.
Scene: sun3d-home_at-home_at_scan1_2013_jan_1, GT pairs: 156
Warning: count 0 exceeds tsfm_est length 0. Skipping remaining pairs.
Scene: sun3d-home_md-home_md_scan9_2012_sep_30, GT pairs: 208
Warning: count 0 exceeds tsfm_est length 0. Skipping remaining pairs.
Scene: sun3d-hotel_uc-scan3, GT pairs: 226
Warning: count 0 exceeds tsfm_est length 0. Skipping remaining pairs.
Scene: sun3d-hotel_umd-maryland_hotel1, GT pairs: 104
Warning: count 0 exceeds tsfm_est length 0. Skipping remaining pairs.
Scene: sun3d-hotel_umd-maryland_hotel3, GT pairs: 54
Warning: count 0 exceeds tsfm_est length 0. Skipping remaining pairs.
Scene: sun3d-mit_76_studyroom-76-1studyroom2, GT pairs: 292
Warning: count 0 exceeds tsfm_est length 0. Skipping remaining pairs.
Scene: sun3d-mit_lab_hj-lab_hj_tea_nov_2_2012_scan1_erika, GT pairs: 77
Warning: count 0 exceeds tsfm_est length 0. Skipping remaining pairs.
Traceback (most recent call last):
File "/home/user/OverlapPredator.Mink-master/scripts/evaluate_predator.py", line 124, in
benchmark_predator(feats_scores, args.n_points, args.exp_dir, args.benchmark)
File "/home/user/OverlapPredator.Mink-master/scripts/evaluate_predator.py", line 85, in benchmark_predator
benchmark(exp_dir, gt_folder)
File "/home/user/OverlapPredator.Mink-master/lib/benchmark.py", line 304, in benchmark
re = rotation_error(torch.from_numpy(ext_gt_traj[:,0:3,0:3]), torch.from_numpy(est_traj[:,0:3,0:3])).cpu().numpy()[np.array(c_flag)==0]
File "/home/user/OverlapPredator.Mink-master/lib/benchmark.py", line 27, in rotation_error
e = torch.stack([(torch.trace(R_[, :, :]) - 1) / 2 for _ in range(R.shape[0])], dim=0).unsqueeze(1)
RuntimeError: stack expects a non-empty TensorList
(pytorch1) user@user-System-Product-Name:~/OverlapPredator.Mink-master$ for N_POINTS in 250 500 1000 2500 5000
do
python scripts/evaluate_predator.py --source_path snapshot/indoor/3DMatch --n_points $N_POINTS --benchmark 3DMatch --exp_dir snapshot/indoor/est_traj --sampling prob
done
snapshot/indoor/est_traj/3DMatch/250
0it [00:00, ?it/s]
Traceback (most recent call last):
File "/home/user/OverlapPredator.Mink-master/scripts/evaluate_predator.py", line 124, in
benchmark_predator(feats_scores, args.n_points, args.exp_dir, args.benchmark)
File "/home/user/OverlapPredator.Mink-master/scripts/evaluate_predator.py", line 81, in benchmark_predator
write_est_trajectory(gt_folder, exp_dir, tsfm_est)
File "/home/user/OverlapPredator.Mink-master/lib/benchmark_utils.py", line 67, in write_est_trajectory
est_traj.append(tsfm_est[count])
IndexError: index 0 is out of bounds for axis 0 with size 0
snapshot/indoor/est_traj/3DMatch/500
0it [00:00, ?it/s]
Traceback (most recent call last):
File "/home/user/OverlapPredator.Mink-master/scripts/evaluate_predator.py", line 124, in
benchmark_predator(feats_scores, args.n_points, args.exp_dir, args.benchmark)
File "/home/user/OverlapPredator.Mink-master/scripts/evaluate_predator.py", line 81, in benchmark_predator
write_est_trajectory(gt_folder, exp_dir, tsfm_est)
File "/home/user/OverlapPredator.Mink-master/lib/benchmark_utils.py", line 67, in write_est_trajectory
est_traj.append(tsfm_est[count])
IndexError: index 0 is out of bounds for axis 0 with size 0
snapshot/indoor/est_traj/3DMatch/1000
0it [00:00, ?it/s]
Traceback (most recent call last):
File "/home/user/OverlapPredator.Mink-master/scripts/evaluate_predator.py", line 124, in
benchmark_predator(feats_scores, args.n_points, args.exp_dir, args.benchmark)
File "/home/user/OverlapPredator.Mink-master/scripts/evaluate_predator.py", line 81, in benchmark_predator
write_est_trajectory(gt_folder, exp_dir, tsfm_est)
File "/home/user/OverlapPredator.Mink-master/lib/benchmark_utils.py", line 67, in write_est_trajectory
est_traj.append(tsfm_est[count])
IndexError: index 0 is out of bounds for axis 0 with size 0
snapshot/indoor/est_traj/3DMatch/2500
0it [00:00, ?it/s]
Traceback (most recent call last):
File "/home/user/OverlapPredator.Mink-master/scripts/evaluate_predator.py", line 124, in
benchmark_predator(feats_scores, args.n_points, args.exp_dir, args.benchmark)
File "/home/user/OverlapPredator.Mink-master/scripts/evaluate_predator.py", line 81, in benchmark_predator
write_est_trajectory(gt_folder, exp_dir, tsfm_est)
File "/home/user/OverlapPredator.Mink-master/lib/benchmark_utils.py", line 67, in write_est_trajectory
est_traj.append(tsfm_est[count])
IndexError: index 0 is out of bounds for axis 0 with size 0
snapshot/indoor/est_traj/3DMatch/5000
0it [00:00, ?it/s]
Traceback (most recent call last):
File "/home/user/OverlapPredator.Mink-master/scripts/evaluate_predator.py", line 124, in
benchmark_predator(feats_scores, args.n_points, args.exp_dir, args.benchmark)
File "/home/user/OverlapPredator.Mink-master/scripts/evaluate_predator.py", line 81, in benchmark_predator
write_est_trajectory(gt_folder, exp_dir, tsfm_est)
File "/home/user/OverlapPredator.Mink-master/lib/benchmark_utils.py", line 67, in write_est_trajectory
est_traj.append(tsfm_est[count])
IndexError: index 0 is out of bounds for axis 0 with size 0