Add 5090 success run n7/forestdiffusion/forest-n7-20260429_112717
Browse files- 5090-Success/n7/forestdiffusion/forest-n7-20260429_112717/_fd_X_host.npy +3 -0
- 5090-Success/n7/forestdiffusion/forest-n7-20260429_112717/_fd_gen.py +8 -0
- 5090-Success/n7/forestdiffusion/forest-n7-20260429_112717/_fd_meta_host.json +3 -0
- 5090-Success/n7/forestdiffusion/forest-n7-20260429_112717/_fd_train.py +20 -0
- 5090-Success/n7/forestdiffusion/forest-n7-20260429_112717/forest-n7-5756-20260430_060445.csv +3 -0
- 5090-Success/n7/forestdiffusion/forest-n7-20260429_112717/forestdiffusion_model.joblib +3 -0
- 5090-Success/n7/forestdiffusion/forest-n7-20260429_112717/input_snapshot.json +3 -0
- 5090-Success/n7/forestdiffusion/forest-n7-20260429_112717/models_fd/model.joblib +3 -0
- 5090-Success/n7/forestdiffusion/forest-n7-20260429_112717/public_gate/normalized_schema_snapshot.json +3 -0
- 5090-Success/n7/forestdiffusion/forest-n7-20260429_112717/public_gate/public_gate_report.json +3 -0
- 5090-Success/n7/forestdiffusion/forest-n7-20260429_112717/public_gate/staged_input_manifest.json +3 -0
- 5090-Success/n7/forestdiffusion/forest-n7-20260429_112717/runtime_result.json +3 -0
- 5090-Success/n7/forestdiffusion/forest-n7-20260429_112717/staged/forestdiffusion/adapter_report.json +3 -0
- 5090-Success/n7/forestdiffusion/forest-n7-20260429_112717/staged/forestdiffusion/adapter_transforms_applied.json +3 -0
- 5090-Success/n7/forestdiffusion/forest-n7-20260429_112717/staged/forestdiffusion/model_input_manifest.json +3 -0
- 5090-Success/n7/forestdiffusion/forest-n7-20260429_112717/staged/public/staged_features.json +3 -0
- 5090-Success/n7/forestdiffusion/forest-n7-20260429_112717/staged/public/test.csv +3 -0
- 5090-Success/n7/forestdiffusion/forest-n7-20260429_112717/staged/public/train.csv +3 -0
- 5090-Success/n7/forestdiffusion/forest-n7-20260429_112717/staged/public/val.csv +3 -0
- 5090-Success/n7/forestdiffusion/forest-n7-20260429_112717/train_20260429_112717.log +3 -0
5090-Success/n7/forestdiffusion/forest-n7-20260429_112717/_fd_X_host.npy
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version https://git-lfs.github.com/spec/v1
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oid sha256:b032f7a31465316707b8ccc14c471ba547117b3984020e68b05bfb07cff07064
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size 598752
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5090-Success/n7/forestdiffusion/forest-n7-20260429_112717/_fd_gen.py
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import joblib, pandas as pd
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m, meta = joblib.load(r'/work/output-SpecializedModels/n7/forestdiffusion/forest-n7-20260429_112717/forestdiffusion_model.joblib')
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# generate:batch_size 为样本数
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arr = m.generate(batch_size=int(5756))
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df = pd.DataFrame(arr, columns=meta["column_names"])
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df.to_csv(r'/work/output-SpecializedModels/n7/forestdiffusion/forest-n7-20260429_112717/forest-n7-5756-20260430_060445.csv', index=False)
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print("saved", len(df))
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5090-Success/n7/forestdiffusion/forest-n7-20260429_112717/_fd_meta_host.json
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version https://git-lfs.github.com/spec/v1
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oid sha256:375e2b958d06b1b3184e88ce662a4f45c617d67f127b8f97749b95ec83669da5
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size 349
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5090-Success/n7/forestdiffusion/forest-n7-20260429_112717/_fd_train.py
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import shutil, json
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shutil.copy(r'/work/output-SpecializedModels/n7/forestdiffusion/forest-n7-20260429_112717/_fd_X_host.npy', '/tmp/fd_X.npy')
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with open(r'/work/output-SpecializedModels/n7/forestdiffusion/forest-n7-20260429_112717/_fd_meta_host.json') as f:
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open('/tmp/fd_meta.json','w').write(f.read())
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import numpy as np, joblib, json, os
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from ForestDiffusion import ForestDiffusionModel
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X = np.load("/tmp/fd_X.npy")
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with open("/tmp/fd_meta.json") as f:
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meta = json.load(f)
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cat_indexes = meta["cat_indexes"]
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m = ForestDiffusionModel(
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X, n_t=20, n_estimators=100, duplicate_K=20, n_jobs=2,
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model="xgboost", max_depth=6, tree_method="hist", cat_indexes=cat_indexes,
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)
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joblib.dump((m, meta), "/tmp/fd_model.joblib")
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print("ForestDiffusion train OK")
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shutil.copy('/tmp/fd_model.joblib', r'/work/output-SpecializedModels/n7/forestdiffusion/forest-n7-20260429_112717/forestdiffusion_model.joblib')
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5090-Success/n7/forestdiffusion/forest-n7-20260429_112717/forest-n7-5756-20260430_060445.csv
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version https://git-lfs.github.com/spec/v1
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oid sha256:f4a4d082522202ff7e1d437db67951755293e90e9988db4a23f72cf73eb0b750
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size 2747389
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5090-Success/n7/forestdiffusion/forest-n7-20260429_112717/forestdiffusion_model.joblib
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version https://git-lfs.github.com/spec/v1
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oid sha256:978705115cd75ed4c5f27181668f17fbbdf76ea37d71d1438af6870c6c0d77c8
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size 373731938
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5090-Success/n7/forestdiffusion/forest-n7-20260429_112717/input_snapshot.json
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version https://git-lfs.github.com/spec/v1
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oid sha256:1da6b9fea1b649b34caf21020f36be9ee38822a29317d90e2ea71faddda6e744
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size 1359
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5090-Success/n7/forestdiffusion/forest-n7-20260429_112717/models_fd/model.joblib
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version https://git-lfs.github.com/spec/v1
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oid sha256:978705115cd75ed4c5f27181668f17fbbdf76ea37d71d1438af6870c6c0d77c8
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size 373731938
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5090-Success/n7/forestdiffusion/forest-n7-20260429_112717/public_gate/normalized_schema_snapshot.json
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version https://git-lfs.github.com/spec/v1
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oid sha256:646e1b27cd8e324a8463de3268e11702bbbcdab1d0a78d69f8ed72fa7e100c80
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size 13736
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5090-Success/n7/forestdiffusion/forest-n7-20260429_112717/public_gate/public_gate_report.json
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oid sha256:c4cd955640275268623ec8b09cb3f1762c7f1982df575fc505c51ac63d184fae
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size 913
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5090-Success/n7/forestdiffusion/forest-n7-20260429_112717/public_gate/staged_input_manifest.json
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oid sha256:c4234441e4959e5b7fc77cdcd2641c66e71b6b53e4025216507f11d607d36794
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size 14552
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5090-Success/n7/forestdiffusion/forest-n7-20260429_112717/runtime_result.json
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version https://git-lfs.github.com/spec/v1
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oid sha256:6e1a5f21628635b6ce19c9cdc6ab9dd76091c5759a1144bbbb56dc1a3b500e98
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size 622
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5090-Success/n7/forestdiffusion/forest-n7-20260429_112717/staged/forestdiffusion/adapter_report.json
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version https://git-lfs.github.com/spec/v1
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oid sha256:e0f6736899a9d7bf5e75e40076f098dd45a4d00dacb4f2fa9ed40e03924a0658
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size 331
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5090-Success/n7/forestdiffusion/forest-n7-20260429_112717/staged/forestdiffusion/adapter_transforms_applied.json
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oid sha256:4f53cda18c2baa0c0354bb5f9a3ecbe5ed12ab4d8e11ba873c2f11161202b945
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size 2
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5090-Success/n7/forestdiffusion/forest-n7-20260429_112717/staged/forestdiffusion/model_input_manifest.json
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size 14759
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5090-Success/n7/forestdiffusion/forest-n7-20260429_112717/staged/public/staged_features.json
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oid sha256:0ad4c860fb14b4aef80e4091c0039d6577083ab45f295021b0b12bfc25e6943c
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size 2468
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5090-Success/n7/forestdiffusion/forest-n7-20260429_112717/staged/public/test.csv
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version https://git-lfs.github.com/spec/v1
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oid sha256:0731037d09d95f7a553a1218c66989f46f227b625f157e82288353f6207e4b74
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size 319021
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5090-Success/n7/forestdiffusion/forest-n7-20260429_112717/staged/public/train.csv
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version https://git-lfs.github.com/spec/v1
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oid sha256:9c93ff85e52a90a0052111e11b1e1c12384cd3347d5eb67b002eb135facb8678
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size 2550454
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5090-Success/n7/forestdiffusion/forest-n7-20260429_112717/staged/public/val.csv
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version https://git-lfs.github.com/spec/v1
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oid sha256:e727c26565f8b1f0e3b70e7aaddd0da66fb14bf82d7424894c8418cae0f9adfc
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size 318859
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5090-Success/n7/forestdiffusion/forest-n7-20260429_112717/train_20260429_112717.log
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version https://git-lfs.github.com/spec/v1
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oid sha256:8e3c3f0e5594533e51d7c09d3916fd0a5aa12d664ec2270e4ca4b32907b5bfa2
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size 25
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