Add pointmlp seed 2026 baseline checkpoints
Browse files
pointmlp/seed_2026/best_loss.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:f1882609d0f5d9135663204c64e522086e574228cc9b9f8f27b24a33f1544ac9
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size 221616451
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pointmlp/seed_2026/best_pmt_miou.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:3466f3fc68fe14d9322863546318f5ce7fd606b701f8c1e3752e56d9e7dad280
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size 221619455
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pointmlp/seed_2026/config.json
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{
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"architectures": [
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"Stage1DirectBaseline"
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],
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"backbone": "pointmlp",
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"best_loss": 867.8119674956068,
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"best_pmt_miou": 0.6542483568191528,
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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": "pointmlp",
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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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}
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pointmlp/seed_2026/history.json
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The diff for this file is too large to render.
See raw diff
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pointmlp/seed_2026/last.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:72f916992ceaf0339febede8f36eb01b0cc09bddc8d37b3ee2f0ef52326d29c1
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size 221612696
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