started_utc=2026-07-17T04:00:58Z
/home/jiachen/miniconda3/envs/trellis/lib/python3.10/site-packages/spconv/pytorch/functional.py:47: FutureWarning: `torch.cuda.amp.custom_fwd(args...)` is deprecated. Please use `torch.amp.custom_fwd(args..., device_type='cuda')` instead.
  _TORCH_CUSTOM_FWD = amp.custom_fwd(cast_inputs=torch.float16)
/home/jiachen/miniconda3/envs/trellis/lib/python3.10/site-packages/spconv/pytorch/functional.py:97: FutureWarning: `torch.cuda.amp.custom_bwd(args...)` is deprecated. Please use `torch.amp.custom_bwd(args..., device_type='cuda')` instead.
  def backward(ctx, grad_output):
/home/jiachen/miniconda3/envs/trellis/lib/python3.10/site-packages/spconv/pytorch/functional.py:163: FutureWarning: `torch.cuda.amp.custom_bwd(args...)` is deprecated. Please use `torch.amp.custom_bwd(args..., device_type='cuda')` instead.
  def backward(ctx, grad_output):
/home/jiachen/miniconda3/envs/trellis/lib/python3.10/site-packages/spconv/pytorch/functional.py:243: FutureWarning: `torch.cuda.amp.custom_bwd(args...)` is deprecated. Please use `torch.amp.custom_bwd(args..., device_type='cuda')` instead.
  def backward(ctx, grad_output):
/home/jiachen/miniconda3/envs/trellis/lib/python3.10/site-packages/spconv/pytorch/functional.py:332: FutureWarning: `torch.cuda.amp.custom_bwd(args...)` is deprecated. Please use `torch.amp.custom_bwd(args..., device_type='cuda')` instead.
  def backward(ctx, grad_output):
/home/jiachen/miniconda3/envs/trellis/lib/python3.10/site-packages/spconv/pytorch/functional.py:369: FutureWarning: `torch.cuda.amp.custom_bwd(args...)` is deprecated. Please use `torch.amp.custom_bwd(args..., device_type='cuda')` instead.
  def backward(ctx, grad_output):
/home/jiachen/miniconda3/envs/trellis/lib/python3.10/site-packages/spconv/pytorch/functional.py:389: FutureWarning: `torch.cuda.amp.custom_bwd(args...)` is deprecated. Please use `torch.amp.custom_bwd(args..., device_type='cuda')` instead.
  def backward(ctx, grad_output):
/home/jiachen/miniconda3/envs/trellis/lib/python3.10/site-packages/spconv/pytorch/functional.py:412: FutureWarning: `torch.cuda.amp.custom_bwd(args...)` is deprecated. Please use `torch.amp.custom_bwd(args..., device_type='cuda')` instead.
  def backward(ctx, grad_output):
Using cache found in /home/jiachen/.cache/torch/hub/facebookresearch_dinov2_main
/home/jiachen/miniconda3/envs/trellis/lib/python3.10/site-packages/xformers/ops/fmha/flash.py:211: FutureWarning: `torch.library.impl_abstract` was renamed to `torch.library.register_fake`. Please use that instead; we will remove `torch.library.impl_abstract` in a future version of PyTorch.
  @torch.library.impl_abstract("xformers_flash::flash_fwd")
/home/jiachen/miniconda3/envs/trellis/lib/python3.10/site-packages/xformers/ops/fmha/flash.py:344: FutureWarning: `torch.library.impl_abstract` was renamed to `torch.library.register_fake`. Please use that instead; we will remove `torch.library.impl_abstract` in a future version of PyTorch.
  @torch.library.impl_abstract("xformers_flash::flash_bwd")
/home/jiachen/.cache/torch/hub/facebookresearch_dinov2_main/dinov2/layers/swiglu_ffn.py:43: UserWarning: xFormers is available (SwiGLU)
  warnings.warn("xFormers is available (SwiGLU)")
/home/jiachen/.cache/torch/hub/facebookresearch_dinov2_main/dinov2/layers/attention.py:27: UserWarning: xFormers is available (Attention)
  warnings.warn("xFormers is available (Attention)")
/home/jiachen/.cache/torch/hub/facebookresearch_dinov2_main/dinov2/layers/block.py:33: UserWarning: xFormers is available (Block)
  warnings.warn("xFormers is available (Block)")

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[SPARSE] Backend: spconv, Attention: flash_attn
[SPARSE][CONV] spconv algo: native
[ATTENTION] Using backend: flash_attn
gso_011_input2 ok {'path': '/home/jiachen/TRELLIS/experiments/nonorthogonal_gpt_orthoview/outputs/data_survey/method_eval/trellis_protocol2_all100/gso_011_input2/mesh_raw.obj', 'vertices': 329804, 'faces': 659600, 'success': True}
gso_015_input2 ok {'path': '/home/jiachen/TRELLIS/experiments/nonorthogonal_gpt_orthoview/outputs/data_survey/method_eval/trellis_protocol2_all100/gso_015_input2/mesh_raw.obj', 'vertices': 271610, 'faces': 543232, 'success': True}
gso_019_input2 ok {'path': '/home/jiachen/TRELLIS/experiments/nonorthogonal_gpt_orthoview/outputs/data_survey/method_eval/trellis_protocol2_all100/gso_019_input2/mesh_raw.obj', 'vertices': 145908, 'faces': 291808, 'success': True}
gso_023_input2 ok {'path': '/home/jiachen/TRELLIS/experiments/nonorthogonal_gpt_orthoview/outputs/data_survey/method_eval/trellis_protocol2_all100/gso_023_input2/mesh_raw.obj', 'vertices': 510838, 'faces': 1021732, 'success': True}
gso_027_input2 ok {'path': '/home/jiachen/TRELLIS/experiments/nonorthogonal_gpt_orthoview/outputs/data_survey/method_eval/trellis_protocol2_all100/gso_027_input2/mesh_raw.obj', 'vertices': 170626, 'faces': 341252, 'success': True}
gso_031_input2 ok {'path': '/home/jiachen/TRELLIS/experiments/nonorthogonal_gpt_orthoview/outputs/data_survey/method_eval/trellis_protocol2_all100/gso_031_input2/mesh_raw.obj', 'vertices': 107998, 'faces': 216016, 'success': True}
gso_035_input2 ok {'path': '/home/jiachen/TRELLIS/experiments/nonorthogonal_gpt_orthoview/outputs/data_survey/method_eval/trellis_protocol2_all100/gso_035_input2/mesh_raw.obj', 'vertices': 103878, 'faces': 207772, 'success': True}
gso_039_input2 ok {'path': '/home/jiachen/TRELLIS/experiments/nonorthogonal_gpt_orthoview/outputs/data_survey/method_eval/trellis_protocol2_all100/gso_039_input2/mesh_raw.obj', 'vertices': 316926, 'faces': 633904, 'success': True}
gso_043_input2 ok {'path': '/home/jiachen/TRELLIS/experiments/nonorthogonal_gpt_orthoview/outputs/data_survey/method_eval/trellis_protocol2_all100/gso_043_input2/mesh_raw.obj', 'vertices': 381814, 'faces': 763620, 'success': True}
gso_047_input2 ok {'path': '/home/jiachen/TRELLIS/experiments/nonorthogonal_gpt_orthoview/outputs/data_survey/method_eval/trellis_protocol2_all100/gso_047_input2/mesh_raw.obj', 'vertices': 300406, 'faces': 600808, 'success': True}
toys4k_011_input2 ok {'path': '/home/jiachen/TRELLIS/experiments/nonorthogonal_gpt_orthoview/outputs/data_survey/method_eval/trellis_protocol2_all100/toys4k_011_input2/mesh_raw.obj', 'vertices': 409830, 'faces': 819648, 'success': True}
toys4k_015_input2 ok {'path': '/home/jiachen/TRELLIS/experiments/nonorthogonal_gpt_orthoview/outputs/data_survey/method_eval/trellis_protocol2_all100/toys4k_015_input2/mesh_raw.obj', 'vertices': 205578, 'faces': 411136, 'success': True}
toys4k_019_input2 ok {'path': '/home/jiachen/TRELLIS/experiments/nonorthogonal_gpt_orthoview/outputs/data_survey/method_eval/trellis_protocol2_all100/toys4k_019_input2/mesh_raw.obj', 'vertices': 209856, 'faces': 419712, 'success': True}
toys4k_023_input2 ok {'path': '/home/jiachen/TRELLIS/experiments/nonorthogonal_gpt_orthoview/outputs/data_survey/method_eval/trellis_protocol2_all100/toys4k_023_input2/mesh_raw.obj', 'vertices': 68916, 'faces': 137832, 'success': True}
toys4k_027_input2 ok {'path': '/home/jiachen/TRELLIS/experiments/nonorthogonal_gpt_orthoview/outputs/data_survey/method_eval/trellis_protocol2_all100/toys4k_027_input2/mesh_raw.obj', 'vertices': 164132, 'faces': 328192, 'success': True}
toys4k_031_input2 ok {'path': '/home/jiachen/TRELLIS/experiments/nonorthogonal_gpt_orthoview/outputs/data_survey/method_eval/trellis_protocol2_all100/toys4k_031_input2/mesh_raw.obj', 'vertices': 283532, 'faces': 567064, 'success': True}
toys4k_035_input2 ok {'path': '/home/jiachen/TRELLIS/experiments/nonorthogonal_gpt_orthoview/outputs/data_survey/method_eval/trellis_protocol2_all100/toys4k_035_input2/mesh_raw.obj', 'vertices': 629872, 'faces': 1259716, 'success': True}
toys4k_039_input2 ok {'path': '/home/jiachen/TRELLIS/experiments/nonorthogonal_gpt_orthoview/outputs/data_survey/method_eval/trellis_protocol2_all100/toys4k_039_input2/mesh_raw.obj', 'vertices': 265634, 'faces': 531336, 'success': True}
toys4k_043_input2 ok {'path': '/home/jiachen/TRELLIS/experiments/nonorthogonal_gpt_orthoview/outputs/data_survey/method_eval/trellis_protocol2_all100/toys4k_043_input2/mesh_raw.obj', 'vertices': 135208, 'faces': 270412, 'success': True}
toys4k_047_input2 ok {'path': '/home/jiachen/TRELLIS/experiments/nonorthogonal_gpt_orthoview/outputs/data_survey/method_eval/trellis_protocol2_all100/toys4k_047_input2/mesh_raw.obj', 'vertices': 284632, 'faces': 569288, 'success': True}
/home/jiachen/TRELLIS/experiments/nonorthogonal_gpt_orthoview/outputs/data_survey/method_eval/trellis_protocol2_all100/summary.json
/home/jiachen/miniconda3/envs/trellis/lib/python3.10/site-packages/spconv/pytorch/functional.py:47: FutureWarning: `torch.cuda.amp.custom_fwd(args...)` is deprecated. Please use `torch.amp.custom_fwd(args..., device_type='cuda')` instead.
  _TORCH_CUSTOM_FWD = amp.custom_fwd(cast_inputs=torch.float16)
/home/jiachen/miniconda3/envs/trellis/lib/python3.10/site-packages/spconv/pytorch/functional.py:97: FutureWarning: `torch.cuda.amp.custom_bwd(args...)` is deprecated. Please use `torch.amp.custom_bwd(args..., device_type='cuda')` instead.
  def backward(ctx, grad_output):
/home/jiachen/miniconda3/envs/trellis/lib/python3.10/site-packages/spconv/pytorch/functional.py:163: FutureWarning: `torch.cuda.amp.custom_bwd(args...)` is deprecated. Please use `torch.amp.custom_bwd(args..., device_type='cuda')` instead.
  def backward(ctx, grad_output):
/home/jiachen/miniconda3/envs/trellis/lib/python3.10/site-packages/spconv/pytorch/functional.py:243: FutureWarning: `torch.cuda.amp.custom_bwd(args...)` is deprecated. Please use `torch.amp.custom_bwd(args..., device_type='cuda')` instead.
  def backward(ctx, grad_output):
/home/jiachen/miniconda3/envs/trellis/lib/python3.10/site-packages/spconv/pytorch/functional.py:332: FutureWarning: `torch.cuda.amp.custom_bwd(args...)` is deprecated. Please use `torch.amp.custom_bwd(args..., device_type='cuda')` instead.
  def backward(ctx, grad_output):
/home/jiachen/miniconda3/envs/trellis/lib/python3.10/site-packages/spconv/pytorch/functional.py:369: FutureWarning: `torch.cuda.amp.custom_bwd(args...)` is deprecated. Please use `torch.amp.custom_bwd(args..., device_type='cuda')` instead.
  def backward(ctx, grad_output):
/home/jiachen/miniconda3/envs/trellis/lib/python3.10/site-packages/spconv/pytorch/functional.py:389: FutureWarning: `torch.cuda.amp.custom_bwd(args...)` is deprecated. Please use `torch.amp.custom_bwd(args..., device_type='cuda')` instead.
  def backward(ctx, grad_output):
/home/jiachen/miniconda3/envs/trellis/lib/python3.10/site-packages/spconv/pytorch/functional.py:412: FutureWarning: `torch.cuda.amp.custom_bwd(args...)` is deprecated. Please use `torch.amp.custom_bwd(args..., device_type='cuda')` instead.
  def backward(ctx, grad_output):
Using cache found in /home/jiachen/.cache/torch/hub/facebookresearch_dinov2_main
/home/jiachen/miniconda3/envs/trellis/lib/python3.10/site-packages/xformers/ops/fmha/flash.py:211: FutureWarning: `torch.library.impl_abstract` was renamed to `torch.library.register_fake`. Please use that instead; we will remove `torch.library.impl_abstract` in a future version of PyTorch.
  @torch.library.impl_abstract("xformers_flash::flash_fwd")
/home/jiachen/miniconda3/envs/trellis/lib/python3.10/site-packages/xformers/ops/fmha/flash.py:344: FutureWarning: `torch.library.impl_abstract` was renamed to `torch.library.register_fake`. Please use that instead; we will remove `torch.library.impl_abstract` in a future version of PyTorch.
  @torch.library.impl_abstract("xformers_flash::flash_bwd")
/home/jiachen/.cache/torch/hub/facebookresearch_dinov2_main/dinov2/layers/swiglu_ffn.py:43: UserWarning: xFormers is available (SwiGLU)
  warnings.warn("xFormers is available (SwiGLU)")
/home/jiachen/.cache/torch/hub/facebookresearch_dinov2_main/dinov2/layers/attention.py:27: UserWarning: xFormers is available (Attention)
  warnings.warn("xFormers is available (Attention)")
/home/jiachen/.cache/torch/hub/facebookresearch_dinov2_main/dinov2/layers/block.py:33: UserWarning: xFormers is available (Block)
  warnings.warn("xFormers is available (Block)")

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[SPARSE] Backend: spconv, Attention: flash_attn
[SPARSE][CONV] spconv algo: native
[ATTENTION] Using backend: flash_attn
gso_013_input2 ok {'path': '/home/jiachen/TRELLIS/experiments/nonorthogonal_gpt_orthoview/outputs/data_survey/method_eval/trellis_protocol2_all100/gso_013_input2/mesh_raw.obj', 'vertices': 102076, 'faces': 204144, 'success': True}
gso_017_input2 ok {'path': '/home/jiachen/TRELLIS/experiments/nonorthogonal_gpt_orthoview/outputs/data_survey/method_eval/trellis_protocol2_all100/gso_017_input2/mesh_raw.obj', 'vertices': 99022, 'faces': 198036, 'success': True}
gso_021_input2 ok {'path': '/home/jiachen/TRELLIS/experiments/nonorthogonal_gpt_orthoview/outputs/data_survey/method_eval/trellis_protocol2_all100/gso_021_input2/mesh_raw.obj', 'vertices': 323840, 'faces': 647672, 'success': True}
gso_025_input2 ok {'path': '/home/jiachen/TRELLIS/experiments/nonorthogonal_gpt_orthoview/outputs/data_survey/method_eval/trellis_protocol2_all100/gso_025_input2/mesh_raw.obj', 'vertices': 79714, 'faces': 159452, 'success': True}
gso_029_input2 ok {'path': '/home/jiachen/TRELLIS/experiments/nonorthogonal_gpt_orthoview/outputs/data_survey/method_eval/trellis_protocol2_all100/gso_029_input2/mesh_raw.obj', 'vertices': 113118, 'faces': 226252, 'success': True}
gso_033_input2 ok {'path': '/home/jiachen/TRELLIS/experiments/nonorthogonal_gpt_orthoview/outputs/data_survey/method_eval/trellis_protocol2_all100/gso_033_input2/mesh_raw.obj', 'vertices': 181596, 'faces': 363192, 'success': True}
gso_037_input2 ok {'path': '/home/jiachen/TRELLIS/experiments/nonorthogonal_gpt_orthoview/outputs/data_survey/method_eval/trellis_protocol2_all100/gso_037_input2/mesh_raw.obj', 'vertices': 153836, 'faces': 307672, 'success': True}
gso_041_input2 ok {'path': '/home/jiachen/TRELLIS/experiments/nonorthogonal_gpt_orthoview/outputs/data_survey/method_eval/trellis_protocol2_all100/gso_041_input2/mesh_raw.obj', 'vertices': 270502, 'faces': 540996, 'success': True}
gso_045_input2 ok {'path': '/home/jiachen/TRELLIS/experiments/nonorthogonal_gpt_orthoview/outputs/data_survey/method_eval/trellis_protocol2_all100/gso_045_input2/mesh_raw.obj', 'vertices': 116682, 'faces': 233368, 'success': True}
gso_049_input2 ok {'path': '/home/jiachen/TRELLIS/experiments/nonorthogonal_gpt_orthoview/outputs/data_survey/method_eval/trellis_protocol2_all100/gso_049_input2/mesh_raw.obj', 'vertices': 211236, 'faces': 422464, 'success': True}
toys4k_013_input2 ok {'path': '/home/jiachen/TRELLIS/experiments/nonorthogonal_gpt_orthoview/outputs/data_survey/method_eval/trellis_protocol2_all100/toys4k_013_input2/mesh_raw.obj', 'vertices': 57880, 'faces': 115750, 'success': True}
toys4k_017_input2 ok {'path': '/home/jiachen/TRELLIS/experiments/nonorthogonal_gpt_orthoview/outputs/data_survey/method_eval/trellis_protocol2_all100/toys4k_017_input2/mesh_raw.obj', 'vertices': 109976, 'faces': 219940, 'success': True}
toys4k_021_input2 ok {'path': '/home/jiachen/TRELLIS/experiments/nonorthogonal_gpt_orthoview/outputs/data_survey/method_eval/trellis_protocol2_all100/toys4k_021_input2/mesh_raw.obj', 'vertices': 166012, 'faces': 331972, 'success': True}
toys4k_025_input2 ok {'path': '/home/jiachen/TRELLIS/experiments/nonorthogonal_gpt_orthoview/outputs/data_survey/method_eval/trellis_protocol2_all100/toys4k_025_input2/mesh_raw.obj', 'vertices': 268070, 'faces': 536274, 'success': True}
toys4k_029_input2 ok {'path': '/home/jiachen/TRELLIS/experiments/nonorthogonal_gpt_orthoview/outputs/data_survey/method_eval/trellis_protocol2_all100/toys4k_029_input2/mesh_raw.obj', 'vertices': 188881, 'faces': 377728, 'success': True}
toys4k_033_input2 ok {'path': '/home/jiachen/TRELLIS/experiments/nonorthogonal_gpt_orthoview/outputs/data_survey/method_eval/trellis_protocol2_all100/toys4k_033_input2/mesh_raw.obj', 'vertices': 43658, 'faces': 87308, 'success': True}
toys4k_037_input2 ok {'path': '/home/jiachen/TRELLIS/experiments/nonorthogonal_gpt_orthoview/outputs/data_survey/method_eval/trellis_protocol2_all100/toys4k_037_input2/mesh_raw.obj', 'vertices': 268738, 'faces': 537496, 'success': True}
toys4k_041_input2 ok {'path': '/home/jiachen/TRELLIS/experiments/nonorthogonal_gpt_orthoview/outputs/data_survey/method_eval/trellis_protocol2_all100/toys4k_041_input2/mesh_raw.obj', 'vertices': 201252, 'faces': 402496, 'success': True}
toys4k_045_input2 ok {'path': '/home/jiachen/TRELLIS/experiments/nonorthogonal_gpt_orthoview/outputs/data_survey/method_eval/trellis_protocol2_all100/toys4k_045_input2/mesh_raw.obj', 'vertices': 267978, 'faces': 535936, 'success': True}
toys4k_049_input2 ok {'path': '/home/jiachen/TRELLIS/experiments/nonorthogonal_gpt_orthoview/outputs/data_survey/method_eval/trellis_protocol2_all100/toys4k_049_input2/mesh_raw.obj', 'vertices': 134156, 'faces': 268300, 'success': True}
/home/jiachen/TRELLIS/experiments/nonorthogonal_gpt_orthoview/outputs/data_survey/method_eval/trellis_protocol2_all100/summary.json
finished_utc=2026-07-17T04:05:30Z