VGGT-Omega 1B 256 OXE/MimicGen/RoboCasa365 Step 51000

Checkpoint uploaded from the CVLAB1 DA3/VGGT-Omega robot training run.

Files

  • 0051000.pt - consolidated checkpoint for resume/eval, saved before eval at step 51,000.
  • config.yaml - resolved training config saved by the run.

Run

  • W&B run id: 8gxiadnc
  • W&B run name: [VGGTOMEGA]_hf23000_H4_cvlab1_8gpu_mb28acc1_zero2_ckptfirst_evalmb1_eval1000_20260522_003836
  • Source local checkpoint path: /NHNHOME/WORKSPACE/0226010404_A/CVLAB/CVLAB1/jisang/3DA_unified/logs/train/[VGGTOMEGA]_resume8gxiadnc_officialteacher_ckpt34000_H4_cvlab1_8gpu_mb28acc1_zero2_eval1000_20260522_124402/robot-20260522-124541/checkpoints/0051000.pt
  • Saved time: 2026-05-23 04:35:30 KST
  • Checkpoint size: 2.91 GiB

Key settings

  • Backbone: vggt_omega
  • Teacher checkpoint: pristine VGGT-Omega text checkpoint (vggt_omega_1b_256_text.pt)
  • Student resume base: step 34,000 from the same W&B run lineage
  • H choices: [4]
  • deep_temporal_causal_mask=true
  • Dataset mixture: OXE / MimicGen / RoboCasa365
  • Training batch: 8 GPUs, micro batch 28, grad accum 1, ZeRO-2
  • Eval/checkpoint interval: 1000 steps

Step 51000 console snapshot

  • train total: 0.3854
  • train action L1: 0.0742
  • train depth loss: 0.0386
  • train rel@1/5/10: 0.402 / 0.755 / 0.889
  • eval unified H4 L1 norm: 0.1940
  • eval unified rel@5/10: 0.504 / 0.678
  • eval samples: 104
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