diff --git a/syntheticSuccess/n2/forestdiffusion/forest-n2-20260424_075935/_fd_X_host.npy b/syntheticSuccess/n2/forestdiffusion/forest-n2-20260424_075935/_fd_X_host.npy new file mode 100644 index 0000000000000000000000000000000000000000..ffe3ce48f9ebc462ef53b409ff0fce8d0984900b --- /dev/null +++ b/syntheticSuccess/n2/forestdiffusion/forest-n2-20260424_075935/_fd_X_host.npy @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9c1b6a6f543d411b42d7d5fd0a7c372a82624a86bb245a5814a4f3e0fb6fb59c +size 28976 diff --git a/syntheticSuccess/n2/forestdiffusion/forest-n2-20260424_075935/_fd_gen.py b/syntheticSuccess/n2/forestdiffusion/forest-n2-20260424_075935/_fd_gen.py new file mode 100644 index 0000000000000000000000000000000000000000..c4b1b23975a887938adf1194cc7f689bd027f2c8 --- /dev/null +++ b/syntheticSuccess/n2/forestdiffusion/forest-n2-20260424_075935/_fd_gen.py @@ -0,0 +1,8 @@ + +import joblib, pandas as pd +m, meta = joblib.load(r'/work/output-SpecializedModels/n2/forestdiffusion/forest-n2-20260424_075935/forestdiffusion_model.joblib') +# generate：batch_size 为样本数 +arr = m.generate(batch_size=int(1202)) +df = pd.DataFrame(arr, columns=meta["column_names"]) +df.to_csv(r'/work/output-SpecializedModels/n2/forestdiffusion/forest-n2-20260424_075935/forest-n2-1202-20260424_102412.csv', index=False) +print("saved", len(df)) diff --git a/syntheticSuccess/n2/forestdiffusion/forest-n2-20260424_075935/_fd_meta_host.json b/syntheticSuccess/n2/forestdiffusion/forest-n2-20260424_075935/_fd_meta_host.json new file mode 100644 index 0000000000000000000000000000000000000000..9685c6be96c31ced7de4777bbd529709401a03f6 --- /dev/null +++ b/syntheticSuccess/n2/forestdiffusion/forest-n2-20260424_075935/_fd_meta_host.json @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:968d8ed04309428f3be9285a52e7e64bd0bc0b6d07f16290ed7951d39dce2e18 +size 159 diff --git a/syntheticSuccess/n2/forestdiffusion/forest-n2-20260424_075935/_fd_train.py b/syntheticSuccess/n2/forestdiffusion/forest-n2-20260424_075935/_fd_train.py new file mode 100644 index 0000000000000000000000000000000000000000..ec505c8057b2e4ca0e7837cdf7219a88e0bd30d2 --- /dev/null +++ b/syntheticSuccess/n2/forestdiffusion/forest-n2-20260424_075935/_fd_train.py @@ -0,0 +1,20 @@ + +import shutil, json +shutil.copy(r'/work/output-SpecializedModels/n2/forestdiffusion/forest-n2-20260424_075935/_fd_X_host.npy', '/tmp/fd_X.npy') +with open(r'/work/output-SpecializedModels/n2/forestdiffusion/forest-n2-20260424_075935/_fd_meta_host.json') as f: + open('/tmp/fd_meta.json','w').write(f.read()) + +import numpy as np, joblib, json, os +from ForestDiffusion import ForestDiffusionModel +X = np.load("/tmp/fd_X.npy") +with open("/tmp/fd_meta.json") as f: + meta = json.load(f) +cat_indexes = meta["cat_indexes"] +m = ForestDiffusionModel( + X, n_t=20, n_estimators=100, duplicate_K=20, n_jobs=2, + model="xgboost", max_depth=6, tree_method="hist", cat_indexes=cat_indexes, +) +joblib.dump((m, meta), "/tmp/fd_model.joblib") +print("ForestDiffusion train OK") + +shutil.copy('/tmp/fd_model.joblib', r'/work/output-SpecializedModels/n2/forestdiffusion/forest-n2-20260424_075935/forestdiffusion_model.joblib') diff --git a/syntheticSuccess/n2/forestdiffusion/forest-n2-20260424_075935/forest-n2-1202-20260424_102412.csv b/syntheticSuccess/n2/forestdiffusion/forest-n2-20260424_075935/forest-n2-1202-20260424_102412.csv new file mode 100644 index 0000000000000000000000000000000000000000..e7f9232b925415313fed810b3f66469d998147f9 --- /dev/null +++ b/syntheticSuccess/n2/forestdiffusion/forest-n2-20260424_075935/forest-n2-1202-20260424_102412.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b4e5e45a1828278e4815570a014cca240a45a1e2028154185d86fe95a95c9621 +size 133645 diff --git a/syntheticSuccess/n2/forestdiffusion/forest-n2-20260424_075935/forestdiffusion_model.joblib b/syntheticSuccess/n2/forestdiffusion/forest-n2-20260424_075935/forestdiffusion_model.joblib new file mode 100644 index 0000000000000000000000000000000000000000..bec3a8128a3e20e206245c79e08fd723606cbadc --- /dev/null +++ b/syntheticSuccess/n2/forestdiffusion/forest-n2-20260424_075935/forestdiffusion_model.joblib @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:86a0abf0b6e98f917bf8305f22b32b66c8a4b0f9d6f263d0b2fb300c5d7dec01 +size 55092806 diff --git a/syntheticSuccess/n2/forestdiffusion/forest-n2-20260424_075935/input_snapshot.json b/syntheticSuccess/n2/forestdiffusion/forest-n2-20260424_075935/input_snapshot.json new file mode 100644 index 0000000000000000000000000000000000000000..933c25123d1d9ec231b69bf676ebf50b595eccef --- /dev/null +++ b/syntheticSuccess/n2/forestdiffusion/forest-n2-20260424_075935/input_snapshot.json @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:60fa356508df45f8828d17545681d16a9f6c1f0c2b5f9f25e59f5ae4c856fc4b +size 1351 diff --git a/syntheticSuccess/n2/forestdiffusion/forest-n2-20260424_075935/models_fd/model.joblib b/syntheticSuccess/n2/forestdiffusion/forest-n2-20260424_075935/models_fd/model.joblib new file mode 100644 index 0000000000000000000000000000000000000000..bec3a8128a3e20e206245c79e08fd723606cbadc --- /dev/null +++ b/syntheticSuccess/n2/forestdiffusion/forest-n2-20260424_075935/models_fd/model.joblib @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:86a0abf0b6e98f917bf8305f22b32b66c8a4b0f9d6f263d0b2fb300c5d7dec01 +size 55092806 diff --git a/syntheticSuccess/n2/forestdiffusion/forest-n2-20260424_075935/public_gate/normalized_schema_snapshot.json b/syntheticSuccess/n2/forestdiffusion/forest-n2-20260424_075935/public_gate/normalized_schema_snapshot.json new file mode 100644 index 0000000000000000000000000000000000000000..043f0a0669fef7728a3fbf330e2877b2404127fd --- /dev/null +++ b/syntheticSuccess/n2/forestdiffusion/forest-n2-20260424_075935/public_gate/normalized_schema_snapshot.json @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bc1fc64385203f3efba1f465940d7b364c828a5051ab8923f77a8b24a389f858 +size 2987 diff --git a/syntheticSuccess/n2/forestdiffusion/forest-n2-20260424_075935/public_gate/public_gate_report.json b/syntheticSuccess/n2/forestdiffusion/forest-n2-20260424_075935/public_gate/public_gate_report.json new file mode 100644 index 0000000000000000000000000000000000000000..6f7de537b29107189c0aea2e838522be8c41fc27 --- /dev/null +++ b/syntheticSuccess/n2/forestdiffusion/forest-n2-20260424_075935/public_gate/public_gate_report.json @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ec3b23b2a5a72def0b741e2490bc58ec4a30dac9449a4bafde1734dd3dde95c2 +size 927 diff --git a/syntheticSuccess/n2/forestdiffusion/forest-n2-20260424_075935/public_gate/staged_input_manifest.json b/syntheticSuccess/n2/forestdiffusion/forest-n2-20260424_075935/public_gate/staged_input_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d04251e1733c5233d71bda7d358de525e093fb58 --- /dev/null +++ b/syntheticSuccess/n2/forestdiffusion/forest-n2-20260424_075935/public_gate/staged_input_manifest.json @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f8a1a22ec641679561e046ba9021b64acc744f3c1365ab4512a71fbf2a783ef1 +size 3803 diff --git a/syntheticSuccess/n2/forestdiffusion/forest-n2-20260424_075935/runtime_result.json b/syntheticSuccess/n2/forestdiffusion/forest-n2-20260424_075935/runtime_result.json new file mode 100644 index 0000000000000000000000000000000000000000..ddc60168b6f56873a289d43fb068babc15e0fc3b --- /dev/null +++ b/syntheticSuccess/n2/forestdiffusion/forest-n2-20260424_075935/runtime_result.json @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a0805ddc80007a2feef793f1d3e76a4b9fa9b0c6db5f0f25b541f1acc08fb094 +size 622 diff --git a/syntheticSuccess/n2/forestdiffusion/forest-n2-20260424_075935/staged/forestdiffusion/adapter_report.json b/syntheticSuccess/n2/forestdiffusion/forest-n2-20260424_075935/staged/forestdiffusion/adapter_report.json new file mode 100644 index 0000000000000000000000000000000000000000..5dedf95e33824c51a8496335ff0c6be4f9dc531e --- /dev/null +++ b/syntheticSuccess/n2/forestdiffusion/forest-n2-20260424_075935/staged/forestdiffusion/adapter_report.json @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:02db9b134425c0512dfce106aaa19d7377fc084f2378d73e9f4cfc7f8da068bc +size 331 diff --git a/syntheticSuccess/n2/forestdiffusion/forest-n2-20260424_075935/staged/forestdiffusion/adapter_transforms_applied.json b/syntheticSuccess/n2/forestdiffusion/forest-n2-20260424_075935/staged/forestdiffusion/adapter_transforms_applied.json new file mode 100644 index 0000000000000000000000000000000000000000..6f3aaa01a627a955d2022165805d2786c0da78ba --- /dev/null +++ b/syntheticSuccess/n2/forestdiffusion/forest-n2-20260424_075935/staged/forestdiffusion/adapter_transforms_applied.json @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4f53cda18c2baa0c0354bb5f9a3ecbe5ed12ab4d8e11ba873c2f11161202b945 +size 2 diff --git a/syntheticSuccess/n2/forestdiffusion/forest-n2-20260424_075935/staged/forestdiffusion/model_input_manifest.json b/syntheticSuccess/n2/forestdiffusion/forest-n2-20260424_075935/staged/forestdiffusion/model_input_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d3012d0e0d50dfd0be7f814d2b91acc5556b6ae0 --- /dev/null +++ b/syntheticSuccess/n2/forestdiffusion/forest-n2-20260424_075935/staged/forestdiffusion/model_input_manifest.json @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:21281024234f930543d24f560db67cb980a232c1bec8476329c08df96a4adbcf +size 4010 diff --git a/syntheticSuccess/n2/forestdiffusion/forest-n2-20260424_075935/staged/public/staged_features.json b/syntheticSuccess/n2/forestdiffusion/forest-n2-20260424_075935/staged/public/staged_features.json new file mode 100644 index 0000000000000000000000000000000000000000..47086b59733f5be02c1812155d8c1c742cfd7c54 --- /dev/null +++ b/syntheticSuccess/n2/forestdiffusion/forest-n2-20260424_075935/staged/public/staged_features.json @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5c8a225c8d4f6e94f39e8c536f8ac2967890d3ce3d7d86ee9ac88166c88fb149 +size 621 diff --git a/syntheticSuccess/n2/forestdiffusion/forest-n2-20260424_075935/staged/public/test.csv b/syntheticSuccess/n2/forestdiffusion/forest-n2-20260424_075935/staged/public/test.csv new file mode 100644 index 0000000000000000000000000000000000000000..8e752056b9f0d146f963f99f5d4df9e4a27737f7 --- /dev/null +++ b/syntheticSuccess/n2/forestdiffusion/forest-n2-20260424_075935/staged/public/test.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6b641c03347c5b451dd6fb120aecc9e3480dbac4929a14978b5dbeb846946c5d +size 6068 diff --git a/syntheticSuccess/n2/forestdiffusion/forest-n2-20260424_075935/staged/public/train.csv b/syntheticSuccess/n2/forestdiffusion/forest-n2-20260424_075935/staged/public/train.csv new file mode 100644 index 0000000000000000000000000000000000000000..19e6e5401b6078535637c660223158f2c341e3b1 --- /dev/null +++ b/syntheticSuccess/n2/forestdiffusion/forest-n2-20260424_075935/staged/public/train.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f270db0e48d7595f0870d0491470f20545dcc0f3277388206c03b47ced9c294c +size 47624 diff --git a/syntheticSuccess/n2/forestdiffusion/forest-n2-20260424_075935/staged/public/val.csv b/syntheticSuccess/n2/forestdiffusion/forest-n2-20260424_075935/staged/public/val.csv new file mode 100644 index 0000000000000000000000000000000000000000..b2aeba5f63aae25e7bf98dae82bc1ad310432999 --- /dev/null +++ b/syntheticSuccess/n2/forestdiffusion/forest-n2-20260424_075935/staged/public/val.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fc14d060a0f2177ff380c42c2fbf1dd0c5410f1b5904a2bd1f0e28e3ca71fe0d +size 6032 diff --git a/syntheticSuccess/n2/forestdiffusion/forest-n2-20260424_075935/train_20260424_075935.log b/syntheticSuccess/n2/forestdiffusion/forest-n2-20260424_075935/train_20260424_075935.log new file mode 100644 index 0000000000000000000000000000000000000000..fa5ae33bc19c1dc61a8a91b311d0c95ab95f842b --- /dev/null +++ b/syntheticSuccess/n2/forestdiffusion/forest-n2-20260424_075935/train_20260424_075935.log @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8e3c3f0e5594533e51d7c09d3916fd0a5aa12d664ec2270e4ca4b32907b5bfa2 +size 25 diff --git a/syntheticSuccess/n2/tabbyflow/tabbyflow-n2-20260424_004716/_tabbyflow_gen.py b/syntheticSuccess/n2/tabbyflow/tabbyflow-n2-20260424_004716/_tabbyflow_gen.py new file mode 100644 index 0000000000000000000000000000000000000000..ad006179d2448bdff37a10e84674796e91799b9b --- /dev/null +++ b/syntheticSuccess/n2/tabbyflow/tabbyflow-n2-20260424_004716/_tabbyflow_gen.py @@ -0,0 +1,33 @@ + +import os, shutil, subprocess, sys +root = r"/workspace/ef-vfm" +name = r"pipeline_ds" +src = r"/work/output-SpecializedModels/n2/tabbyflow/tabbyflow-n2-20260424_004716/tabular_bundle/pipeline_ds" +dst_data = os.path.join(root, "data", name) +shutil.rmtree(dst_data, ignore_errors=True) +shutil.copytree(src, dst_data) +dst_syn = os.path.join(root, "synthetic", name) +os.makedirs(dst_syn, exist_ok=True) +for fn in ("real.csv", "test.csv", "val.csv"): + shutil.copy(os.path.join(src, fn), os.path.join(dst_syn, fn)) +os.chdir(root) +os.environ["PYTHONPATH"] = root + os.pathsep + os.environ.get("PYTHONPATH", "") +subprocess.check_call([ + sys.executable, "main.py", + "--dataname", name, "--mode", "test", "--gpu", "0", + "--no_wandb", "--exp_name", r"adapter_tabbyflow-n2-20260424_004716", + "--ckpt_path", r"/workspace/ef-vfm/ef_vfm/ckpt/pipeline_ds/adapter_tabbyflow-n2-20260424_004716/model_500.pt", + "--num_samples_to_generate", str(int(1202)), +]) +base = os.path.join(root, "ef_vfm", "result", name, r"adapter_tabbyflow-n2-20260424_004716") +best = None +best_t = -1.0 +for r, _, files in os.walk(base): + if "samples.csv" in files: + p = os.path.join(r, "samples.csv") + t = os.path.getmtime(p) + if t > best_t: + best_t, best = t, p +if not best: + raise SystemExit("tabbyflow: no samples.csv in " + base) +shutil.copy(best, r"/work/output-SpecializedModels/n2/tabbyflow/tabbyflow-n2-20260424_004716/tabbyflow-n2-1202-20260424_004754.csv") diff --git a/syntheticSuccess/n2/tabbyflow/tabbyflow-n2-20260424_004716/_tabbyflow_train.py b/syntheticSuccess/n2/tabbyflow/tabbyflow-n2-20260424_004716/_tabbyflow_train.py new file mode 100644 index 0000000000000000000000000000000000000000..b04573cce074ab8972c337836b0beb2f5ff80764 --- /dev/null +++ b/syntheticSuccess/n2/tabbyflow/tabbyflow-n2-20260424_004716/_tabbyflow_train.py @@ -0,0 +1,22 @@ + +import os, shutil, subprocess, sys +root = r"/workspace/ef-vfm" +name = r"pipeline_ds" +src = r"/work/output-SpecializedModels/n2/tabbyflow/tabbyflow-n2-20260424_004716/tabular_bundle/pipeline_ds" +os.makedirs(os.path.join(root, "data", name), exist_ok=True) +dst_data = os.path.join(root, "data", name) +dst_syn = os.path.join(root, "synthetic", name) +shutil.rmtree(dst_data, ignore_errors=True) +shutil.copytree(src, dst_data) +os.makedirs(dst_syn, exist_ok=True) +for fn in ("real.csv", "test.csv", "val.csv"): + shutil.copy(os.path.join(src, fn), os.path.join(dst_syn, fn)) +os.chdir(root) +os.environ["PYTHONPATH"] = root + os.pathsep + os.environ.get("PYTHONPATH", "") +os.environ["EFVFM_SMOKE_STEPS"] = "500" +os.environ["EFVFM_ADAPTER_TRAIN"] = "1" +subprocess.check_call([ + sys.executable, "main.py", + "--dataname", name, "--mode", "train", "--gpu", "0", + "--no_wandb", "--exp_name", r"adapter_tabbyflow-n2-20260424_004716", +]) diff --git a/syntheticSuccess/n2/tabbyflow/tabbyflow-n2-20260424_004716/input_snapshot.json b/syntheticSuccess/n2/tabbyflow/tabbyflow-n2-20260424_004716/input_snapshot.json new file mode 100644 index 0000000000000000000000000000000000000000..a060d47ff7839b852c2ebe57933de33e2aa957df --- /dev/null +++ b/syntheticSuccess/n2/tabbyflow/tabbyflow-n2-20260424_004716/input_snapshot.json @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d2744ae0603686de7670a49860e61e64b455733f99d54a32b81e4c166e59c9f8 +size 1345 diff --git a/syntheticSuccess/n2/tabbyflow/tabbyflow-n2-20260424_004716/models_tabbyflow/trained.pt b/syntheticSuccess/n2/tabbyflow/tabbyflow-n2-20260424_004716/models_tabbyflow/trained.pt new file mode 100644 index 0000000000000000000000000000000000000000..f063a878c470d9d40f79db79881596e1e497dffd --- /dev/null +++ b/syntheticSuccess/n2/tabbyflow/tabbyflow-n2-20260424_004716/models_tabbyflow/trained.pt @@ -0,0 +1,3 @@ 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+++ b/syntheticSuccess/n2/tabbyflow/tabbyflow-n2-20260424_004716/tabular_bundle/pipeline_ds/y_val.npy @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4c52d829e5148065de9cee2a3dff4c30e6b6142eb9a77b06bb7edeeaab724287 +size 1328 diff --git a/syntheticSuccess/n2/tabbyflow/tabbyflow-n2-20260424_004716/train_20260424_004716.log b/syntheticSuccess/n2/tabbyflow/tabbyflow-n2-20260424_004716/train_20260424_004716.log new file mode 100644 index 0000000000000000000000000000000000000000..2ac30d452b1740a498c23ff9e0f639e0c5c47f0a --- /dev/null +++ b/syntheticSuccess/n2/tabbyflow/tabbyflow-n2-20260424_004716/train_20260424_004716.log @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3e9fcdde1cc1bb0e583e3494d53a29218b6c853ece330be989dfb049d7e67c75 +size 205907 diff --git a/syntheticSuccess/n2/tabdiff/tabdiff-n2-20260427_160011/_tabdiff_gen.py b/syntheticSuccess/n2/tabdiff/tabdiff-n2-20260427_160011/_tabdiff_gen.py new file mode 100644 index 0000000000000000000000000000000000000000..32df299f56f564e816d70c05496226c3d4c1d046 --- /dev/null +++ b/syntheticSuccess/n2/tabdiff/tabdiff-n2-20260427_160011/_tabdiff_gen.py @@ -0,0 +1,36 @@ + +import os, shutil, subprocess, sys +td = r"/workspace/TabDiff" +name = r"pipeline_ds" +src = r"/work/output-SpecializedModels/n2/tabdiff/tabdiff-n2-20260427_160011/tabular_bundle/pipeline_ds" +dst_data = os.path.join(td, "data", name) +dst_syn = os.path.join(td, "synthetic", name) +shutil.rmtree(dst_data, ignore_errors=True) +shutil.copytree(src, dst_data) +os.makedirs(dst_syn, exist_ok=True) +for fn in ("real.csv", "test.csv", "val.csv"): + shutil.copy(os.path.join(src, fn), os.path.join(dst_syn, fn)) +os.chdir(td) +os.environ["PYTHONPATH"] = td + os.pathsep + os.environ.get("PYTHONPATH", "") +subprocess.check_call([ + sys.executable, "-m", "tabdiff.main", + "--dataname", name, "--mode", "test", "--gpu", "0", + "--no_wandb", "--exp_name", r"adapter_learnable", + "--ckpt_path", r"/workspace/TabDiff/tabdiff/ckpt/pipeline_ds/adapter_learnable/model_500.pt", + "--num_samples_to_generate", str(int(1202)), +]) +# test() 写入 tabdiff/result////samples.csv +import glob as g +base = os.path.join(td, "tabdiff", "result", name, r"adapter_learnable") +best = None +best_t = -1.0 +for root, _, files in os.walk(base): + if "samples.csv" in files: + p = os.path.join(root, "samples.csv") + t = os.path.getmtime(p) + if t > best_t: + best_t = t + best = p +if not best: + raise SystemExit("tabdiff: no samples.csv under " + base) +shutil.copy(best, r"/work/output-SpecializedModels/n2/tabdiff/tabdiff-n2-20260427_160011/tabdiff-n2-1202-20260427_160557.csv") diff --git a/syntheticSuccess/n2/tabdiff/tabdiff-n2-20260427_160011/_tabdiff_train.py b/syntheticSuccess/n2/tabdiff/tabdiff-n2-20260427_160011/_tabdiff_train.py new file mode 100644 index 0000000000000000000000000000000000000000..526868f08922c7e96784bd2978b4e86a21ecd646 --- /dev/null +++ b/syntheticSuccess/n2/tabdiff/tabdiff-n2-20260427_160011/_tabdiff_train.py @@ -0,0 +1,21 @@ + +import os, shutil, subprocess, sys +td = r"/workspace/TabDiff" +name = r"pipeline_ds" +src = r"/work/output-SpecializedModels/n2/tabdiff/tabdiff-n2-20260427_160011/tabular_bundle/pipeline_ds" +dst_data = os.path.join(td, "data", name) +dst_syn = os.path.join(td, "synthetic", name) +shutil.rmtree(dst_data, ignore_errors=True) +shutil.copytree(src, dst_data) +os.makedirs(dst_syn, exist_ok=True) +for fn in ("real.csv", "test.csv", "val.csv"): + shutil.copy(os.path.join(src, fn), os.path.join(dst_syn, fn)) +os.chdir(td) +os.environ["PYTHONPATH"] = td + os.pathsep + os.environ.get("PYTHONPATH", "") +os.environ["TABDIFF_SMOKE_STEPS"] = "500" +os.environ["TABDIFF_ADAPTER_TRAIN"] = "1" +subprocess.check_call([ + sys.executable, "-m", "tabdiff.main", + "--dataname", name, "--mode", "train", "--gpu", "0", + "--no_wandb", "--exp_name", r"adapter_learnable", +]) diff --git 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b/syntheticSuccess/n2/tabdiff/tabdiff-n2-20260427_160011/tabular_bundle/pipeline_ds/y_val.npy @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4c52d829e5148065de9cee2a3dff4c30e6b6142eb9a77b06bb7edeeaab724287 +size 1328 diff --git a/syntheticSuccess/n2/tabdiff/tabdiff-n2-20260427_160011/train_20260427_160011.log b/syntheticSuccess/n2/tabdiff/tabdiff-n2-20260427_160011/train_20260427_160011.log new file mode 100644 index 0000000000000000000000000000000000000000..1582374640e847c211e10d5624bb355416bd954b --- /dev/null +++ b/syntheticSuccess/n2/tabdiff/tabdiff-n2-20260427_160011/train_20260427_160011.log @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8785026ac0e1e0cecc8bd7bdcaa19999b5a698c9b8f5a2be8aa3adc5279145d2 +size 292188 diff --git a/syntheticSuccess/n20/tabbyflow/tabbyflow-n20-20260422_002904/_tabbyflow_gen.py b/syntheticSuccess/n20/tabbyflow/tabbyflow-n20-20260422_002904/_tabbyflow_gen.py new file mode 100644 index 0000000000000000000000000000000000000000..0d705afa2d5f5332e33cd1211101ef3ce02905fd --- /dev/null +++ b/syntheticSuccess/n20/tabbyflow/tabbyflow-n20-20260422_002904/_tabbyflow_gen.py @@ -0,0 +1,33 @@ + +import os, shutil, subprocess, sys +root = r"/workspace/ef-vfm" +name = r"pipeline_ds" +src = r"/work/output-SpecializedModels/n20/tabbyflow/tabbyflow-n20-20260422_002904/tabular_bundle/pipeline_ds" +dst_data = os.path.join(root, "data", name) +shutil.rmtree(dst_data, ignore_errors=True) +shutil.copytree(src, dst_data) +dst_syn = os.path.join(root, "synthetic", name) +os.makedirs(dst_syn, exist_ok=True) +for fn in ("real.csv", "test.csv", "val.csv"): + shutil.copy(os.path.join(src, fn), os.path.join(dst_syn, fn)) +os.chdir(root) +os.environ["PYTHONPATH"] = root + os.pathsep + os.environ.get("PYTHONPATH", "") +subprocess.check_call([ + sys.executable, "main.py", + "--dataname", name, "--mode", "test", "--gpu", "0", + "--no_wandb", "--exp_name", r"adapter_efvfm", + "--ckpt_path", r"/workspace/ef-vfm/ef_vfm/ckpt/pipeline_ds/adapter_efvfm/model_500.pt", + "--num_samples_to_generate", str(int(7654)), +]) +base = os.path.join(root, "ef_vfm", "result", name, r"adapter_efvfm") +best = None +best_t = -1.0 +for r, _, files in os.walk(base): + if "samples.csv" in files: + p = os.path.join(r, "samples.csv") + t = os.path.getmtime(p) + if t > best_t: + best_t, best = t, p +if not best: + raise SystemExit("tabbyflow: no samples.csv in " + base) +shutil.copy(best, r"/work/output-SpecializedModels/n20/tabbyflow/tabbyflow-n20-20260422_002904/tabbyflow-n20-7654-20260422_005231.csv") diff --git a/syntheticSuccess/n20/tabbyflow/tabbyflow-n20-20260422_002904/_tabbyflow_train.py b/syntheticSuccess/n20/tabbyflow/tabbyflow-n20-20260422_002904/_tabbyflow_train.py new file mode 100644 index 0000000000000000000000000000000000000000..901fe4e053db945aabf846dfefdf053408841d46 --- /dev/null +++ b/syntheticSuccess/n20/tabbyflow/tabbyflow-n20-20260422_002904/_tabbyflow_train.py @@ -0,0 +1,22 @@ + +import os, shutil, subprocess, sys +root = r"/workspace/ef-vfm" +name = r"pipeline_ds" +src = r"/work/output-SpecializedModels/n20/tabbyflow/tabbyflow-n20-20260422_002904/tabular_bundle/pipeline_ds" +os.makedirs(os.path.join(root, "data", name), exist_ok=True) +dst_data = os.path.join(root, "data", name) +dst_syn = os.path.join(root, "synthetic", name) +shutil.rmtree(dst_data, ignore_errors=True) +shutil.copytree(src, dst_data) +os.makedirs(dst_syn, exist_ok=True) +for fn in ("real.csv", "test.csv", "val.csv"): + shutil.copy(os.path.join(src, fn), os.path.join(dst_syn, fn)) +os.chdir(root) +os.environ["PYTHONPATH"] = root + os.pathsep + os.environ.get("PYTHONPATH", "") +os.environ["EFVFM_SMOKE_STEPS"] = "500" +os.environ["EFVFM_ADAPTER_TRAIN"] = "1" +subprocess.check_call([ + sys.executable, "main.py", + "--dataname", name, "--mode", "train", "--gpu", "0", + "--no_wandb", "--exp_name", r"adapter_efvfm", +]) diff --git 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b/syntheticSuccess/n20/tabbyflow/tabbyflow-n20-20260422_002904/train_20260422_002904.log new file mode 100644 index 0000000000000000000000000000000000000000..9208d16b02b99d3cab6520985d6c0759b95f3715 --- /dev/null +++ b/syntheticSuccess/n20/tabbyflow/tabbyflow-n20-20260422_002904/train_20260422_002904.log @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b7aa54e54aae8571f3a247e465cb76546fff8670302ac72864ab00940d231198 +size 358192 diff --git a/syntheticSuccess/n4/tabbyflow/tabbyflow-n4-20260424_004926/_tabbyflow_gen.py b/syntheticSuccess/n4/tabbyflow/tabbyflow-n4-20260424_004926/_tabbyflow_gen.py new file mode 100644 index 0000000000000000000000000000000000000000..de81895297fe9f292a4e330aac820e07559af132 --- /dev/null +++ b/syntheticSuccess/n4/tabbyflow/tabbyflow-n4-20260424_004926/_tabbyflow_gen.py @@ -0,0 +1,33 @@ + +import os, shutil, subprocess, sys +root = r"/workspace/ef-vfm" +name = r"pipeline_ds" +src = r"/work/output-SpecializedModels/n4/tabbyflow/tabbyflow-n4-20260424_004926/tabular_bundle/pipeline_ds" +dst_data = os.path.join(root, "data", name) +shutil.rmtree(dst_data, ignore_errors=True) +shutil.copytree(src, dst_data) +dst_syn = os.path.join(root, "synthetic", name) +os.makedirs(dst_syn, exist_ok=True) +for fn in ("real.csv", "test.csv", "val.csv"): + shutil.copy(os.path.join(src, fn), os.path.join(dst_syn, fn)) +os.chdir(root) +os.environ["PYTHONPATH"] = root + os.pathsep + os.environ.get("PYTHONPATH", "") +subprocess.check_call([ + sys.executable, "main.py", + "--dataname", name, "--mode", "test", "--gpu", "0", + "--no_wandb", "--exp_name", r"adapter_tabbyflow-n4-20260424_004926", + "--ckpt_path", r"/workspace/ef-vfm/ef_vfm/ckpt/pipeline_ds/adapter_tabbyflow-n4-20260424_004926/model_500.pt", + "--num_samples_to_generate", str(int(1595)), +]) +base = os.path.join(root, "ef_vfm", "result", name, r"adapter_tabbyflow-n4-20260424_004926") +best = None +best_t = -1.0 +for r, _, files in os.walk(base): + if "samples.csv" in files: + p = os.path.join(r, "samples.csv") + t = os.path.getmtime(p) + if t > best_t: + best_t, best = t, p +if not best: + raise SystemExit("tabbyflow: no samples.csv in " + base) +shutil.copy(best, r"/work/output-SpecializedModels/n4/tabbyflow/tabbyflow-n4-20260424_004926/tabbyflow-n4-1595-20260424_005118.csv") diff --git a/syntheticSuccess/n4/tabbyflow/tabbyflow-n4-20260424_004926/_tabbyflow_train.py b/syntheticSuccess/n4/tabbyflow/tabbyflow-n4-20260424_004926/_tabbyflow_train.py new file mode 100644 index 0000000000000000000000000000000000000000..97df8e6a002a198dba5141c42b59224f6e5aa13f --- /dev/null +++ b/syntheticSuccess/n4/tabbyflow/tabbyflow-n4-20260424_004926/_tabbyflow_train.py @@ -0,0 +1,22 @@ + +import os, shutil, subprocess, sys +root = r"/workspace/ef-vfm" +name = r"pipeline_ds" +src = r"/work/output-SpecializedModels/n4/tabbyflow/tabbyflow-n4-20260424_004926/tabular_bundle/pipeline_ds" +os.makedirs(os.path.join(root, "data", name), exist_ok=True) +dst_data = os.path.join(root, "data", name) +dst_syn = os.path.join(root, "synthetic", name) +shutil.rmtree(dst_data, ignore_errors=True) +shutil.copytree(src, dst_data) +os.makedirs(dst_syn, exist_ok=True) +for fn in ("real.csv", "test.csv", "val.csv"): + shutil.copy(os.path.join(src, fn), os.path.join(dst_syn, fn)) +os.chdir(root) +os.environ["PYTHONPATH"] = root + os.pathsep + os.environ.get("PYTHONPATH", "") +os.environ["EFVFM_SMOKE_STEPS"] = "500" +os.environ["EFVFM_ADAPTER_TRAIN"] = "1" +subprocess.check_call([ + sys.executable, "main.py", + "--dataname", name, "--mode", "train", "--gpu", "0", + "--no_wandb", "--exp_name", r"adapter_tabbyflow-n4-20260424_004926", +]) diff --git a/syntheticSuccess/n4/tabbyflow/tabbyflow-n4-20260424_004926/input_snapshot.json b/syntheticSuccess/n4/tabbyflow/tabbyflow-n4-20260424_004926/input_snapshot.json new file mode 100644 index 0000000000000000000000000000000000000000..66c610fb42fdc48c931b2475c7792f93f2bc2d17 --- 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