FanMingyu commited on
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Add pointnet seed 2026 baseline checkpoints

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pointnet/seed_2026/best_loss.pth ADDED
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+ size 101012499
pointnet/seed_2026/best_pmt_miou.pth ADDED
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+ size 101014295
pointnet/seed_2026/config.json ADDED
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+ {
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+ "architectures": [
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+ "Stage1DirectBaseline"
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+ ],
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+ "backbone": "pointnet",
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+ "best_loss": 867.9918560708447,
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+ "best_pmt_miou": 0.5319662094116211,
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+ "dataset": "ZXCCHENGXI/cstnet2_stage1_mini",
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+ "epochs": 80,
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+ "global_batch_size": 128,
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+ "model_config": {
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+ "attn_k": 16,
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+ "attn_neighbors": 20,
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+ "dgcnn_k": 20,
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+ "feature_dim": 128,
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+ "head_dropout": 0.2,
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+ "head_hidden_dim": 128,
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+ "model": "pointnet",
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+ "pointmamba_depth": 2,
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+ "pointmamba_group_size": 32,
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+ "pointmamba_tokens": 128,
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+ "pointmamba_width": 64,
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+ "pointmlp_group_size": 24,
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+ "pointnext_k": 24,
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+ "pointtransformer_depth": 3,
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+ "pointtransformer_k": 16,
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+ "pointtransformer_width": 64
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+ },
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+ "model_type": "cstnet2_stage1_direct_baseline",
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+ "per_gpu_batch_size": 32,
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+ "point_count": 2048,
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+ "precision": "bfloat16",
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+ "recommended_checkpoint": "best_pmt_miou.pth",
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+ "seed": 2026,
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+ "source_code": "https://github.com/xcheng-tsinghua/cstnet2",
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+ "world_size": 4
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+ }
pointnet/seed_2026/history.json ADDED
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pointnet/seed_2026/last.pth ADDED
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+ size 101010254