Add pointnext seed 2026 baseline checkpoints
Browse files
pointnext/seed_2026/best_loss.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:98a06e87d103744a4ec381f52416da764c5abd52d68c838a0a6e97423a112469
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size 49339715
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pointnext/seed_2026/best_pmt_miou.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:ed455b3989c9da256d8727d56295c7403d00769736f2fff29ecf1b5caa5646f1
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size 49341919
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pointnext/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": "pointnext",
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"best_loss": 867.9832102814879,
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"best_pmt_miou": 0.5455231666564941,
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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": "pointnext",
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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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pointnext/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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pointnext/seed_2026/last.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:1622455f300cd355533d89f519813b7433f7cae4d3f127e7f6b001461dacae31
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size 49336960
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