============================================
Activated conda environment: vggt
CUDA_HOME: /home/ywan0794/miniconda3/envs/vggt
============================================
=== GPU Info ===
Thu Jan 15 23:49:59 2026       
+---------------------------------------------------------------------------------------+
| NVIDIA-SMI 535.274.02             Driver Version: 535.274.02   CUDA Version: 12.2     |
|-----------------------------------------+----------------------+----------------------+
| GPU  Name                 Persistence-M | Bus-Id        Disp.A | Volatile Uncorr. ECC |
| Fan  Temp   Perf          Pwr:Usage/Cap |         Memory-Usage | GPU-Util  Compute M. |
|                                         |                      |               MIG M. |
|=========================================+======================+======================|
|   0  NVIDIA L4                      Off | 00000000:0D:00.0 Off |                    0 |
| N/A   59C    P0              32W /  72W |     13MiB / 23034MiB |      0%      Default |
|                                         |                      |                  N/A |
+-----------------------------------------+----------------------+----------------------+
                                                                                         
+---------------------------------------------------------------------------------------+
| Processes:                                                                            |
|  GPU   GI   CI        PID   Type   Process name                            GPU Memory |
|        ID   ID                                                             Usage      |
|=======================================================================================|
|    0   N/A  N/A      2845      G   /usr/lib/xorg/Xorg                            4MiB |
+---------------------------------------------------------------------------------------+
CUDA available: True
GPU count: 1
GPU name: NVIDIA L4
============================================
Starting MoGe Evaluation for VGGT+SDT (Metric) at Thu Jan 15 11:50:01 PM AEDT 2026
Decoder: sdt
Checkpoint: /home/ywan0794/vggt/training/logs/sdt_metric_lora/ckpts/checkpoint_24.pt
Output: eval_output/vggt_sdt_metric_20260115_235001.json
============================================
trainable params: 226,161,112 || all params: 1,135,273,432 || trainable%: 19.9213
Applied LoRA (rank=8, alpha=16)
Loaded checkpoint from /home/ywan0794/vggt/training/logs/sdt_metric_lora/ckpts/checkpoint_24.pt
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                                                         [ABenchmarks: 100%|██████████| 7/7 [1:03:04<00:00, 648.36s/it]Benchmarks: 100%|██████████| 7/7 [1:03:04<00:00, 540.61s/it]
============================================
Evaluation completed at Fri Jan 16 12:53:41 AM AEDT 2026
============================================