diff --git a/syntheticSuccess/c6/tabbyflow/tabbyflow-c6-20260420_063042/_tabbyflow_gen.py b/syntheticSuccess/c6/tabbyflow/tabbyflow-c6-20260420_063042/_tabbyflow_gen.py new file mode 100644 index 0000000000000000000000000000000000000000..14579306823cf5bd03d2ea9565502bf78b4edf79 --- /dev/null +++ b/syntheticSuccess/c6/tabbyflow/tabbyflow-c6-20260420_063042/_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/c6/tabbyflow/tabbyflow-c6-20260420_063042/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(7636)), +]) +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/c6/tabbyflow/tabbyflow-c6-20260420_063042/tabbyflow-c6-7636-20260420_063635.csv") diff --git a/syntheticSuccess/c6/tabbyflow/tabbyflow-c6-20260420_063042/_tabbyflow_train.py b/syntheticSuccess/c6/tabbyflow/tabbyflow-c6-20260420_063042/_tabbyflow_train.py new file mode 100644 index 0000000000000000000000000000000000000000..a58c6fa9a7612afa4072b1eee94f529919874d6b --- /dev/null +++ b/syntheticSuccess/c6/tabbyflow/tabbyflow-c6-20260420_063042/_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/c6/tabbyflow/tabbyflow-c6-20260420_063042/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 a/syntheticSuccess/c6/tabbyflow/tabbyflow-c6-20260420_063042/input_snapshot.json b/syntheticSuccess/c6/tabbyflow/tabbyflow-c6-20260420_063042/input_snapshot.json new file mode 100644 index 0000000000000000000000000000000000000000..a9e48ed75b2fb91bff5efdaa2431756ea671071a --- /dev/null +++ b/syntheticSuccess/c6/tabbyflow/tabbyflow-c6-20260420_063042/input_snapshot.json @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:65e30301e80c06c9014ce49f064e87375a299ebf1c313175a5a08f32ab642619 +size 1350 diff --git a/syntheticSuccess/c6/tabbyflow/tabbyflow-c6-20260420_063042/models_tabbyflow/trained.pt b/syntheticSuccess/c6/tabbyflow/tabbyflow-c6-20260420_063042/models_tabbyflow/trained.pt new file mode 100644 index 0000000000000000000000000000000000000000..f063a878c470d9d40f79db79881596e1e497dffd --- /dev/null +++ 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b/syntheticSuccess/c6/tabbyflow/tabbyflow-c6-20260420_063042/train_20260420_063042.log new file mode 100644 index 0000000000000000000000000000000000000000..3f86c62ff37d64d8e3717d27a1a411ba6f2fb64f --- /dev/null +++ b/syntheticSuccess/c6/tabbyflow/tabbyflow-c6-20260420_063042/train_20260420_063042.log @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ab434ed514852222d056742e0eda13b60c72167505932bcbd34f9895ff9f9b4e +size 360815 diff --git a/syntheticSuccess/c6/tabdiff/tabdiff-c6-20260420_062412/_tabdiff_gen.py b/syntheticSuccess/c6/tabdiff/tabdiff-c6-20260420_062412/_tabdiff_gen.py new file mode 100644 index 0000000000000000000000000000000000000000..064762b56803e9b9f2b2e9c6e907586f2b0a46dc --- /dev/null +++ b/syntheticSuccess/c6/tabdiff/tabdiff-c6-20260420_062412/_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/c6/tabdiff/tabdiff-c6-20260420_062412/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(7636)), +]) +# 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/c6/tabdiff/tabdiff-c6-20260420_062412/tabdiff-c6-7636-20260420_063023.csv") diff --git a/syntheticSuccess/c6/tabdiff/tabdiff-c6-20260420_062412/_tabdiff_train.py b/syntheticSuccess/c6/tabdiff/tabdiff-c6-20260420_062412/_tabdiff_train.py new file mode 100644 index 0000000000000000000000000000000000000000..d3f5dfbe7214762f989bb8372a3258458d3169ec --- /dev/null +++ b/syntheticSuccess/c6/tabdiff/tabdiff-c6-20260420_062412/_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/c6/tabdiff/tabdiff-c6-20260420_062412/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 a/syntheticSuccess/c6/tabdiff/tabdiff-c6-20260420_062412/input_snapshot.json b/syntheticSuccess/c6/tabdiff/tabdiff-c6-20260420_062412/input_snapshot.json new file mode 100644 index 0000000000000000000000000000000000000000..b2e7a0c50d77a56d4c1099e5fb6b03b0155ea507 --- /dev/null +++ b/syntheticSuccess/c6/tabdiff/tabdiff-c6-20260420_062412/input_snapshot.json @@ -0,0 +1,3 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mode 100644 index 0000000000000000000000000000000000000000..0348d3d6491b0cbe1e13bf07e60e6d29ae0c2fa1 --- /dev/null +++ b/syntheticSuccess/c6/tabdiff/tabdiff-c6-20260420_062412/train_20260420_062412.log @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8125d83cd3faa4b001d648631e71236dfeb4f3c2121c350cebbcf4b387a52428 +size 368323 diff --git a/syntheticSuccess/c8/forestdiffusion/forest-c8-20260419_200956/_fd_X_host.npy b/syntheticSuccess/c8/forestdiffusion/forest-c8-20260419_200956/_fd_X_host.npy new file mode 100644 index 0000000000000000000000000000000000000000..6817d9cc2901e9dbbba4d515a98adba4cb41f3d5 --- /dev/null +++ b/syntheticSuccess/c8/forestdiffusion/forest-c8-20260419_200956/_fd_X_host.npy @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f558adb3431b2b5c07f1ea810a016abe6f6b011f93341ed55778691daaf4b6dc +size 1096784 diff --git a/syntheticSuccess/c8/forestdiffusion/forest-c8-20260419_200956/_fd_gen.py b/syntheticSuccess/c8/forestdiffusion/forest-c8-20260419_200956/_fd_gen.py new file mode 100644 index 0000000000000000000000000000000000000000..f4c4d16c4419750066e26a087d3a01543be52271 --- /dev/null +++ b/syntheticSuccess/c8/forestdiffusion/forest-c8-20260419_200956/_fd_gen.py @@ -0,0 +1,8 @@ + +import joblib, pandas as pd +m, meta = joblib.load(r'/work/output-SpecializedModels/c8/forestdiffusion/forest-c8-20260419_200956/forestdiffusion_model.joblib') +# generate：batch_size 为样本数 +arr = m.generate(batch_size=int(8844)) +df = pd.DataFrame(arr, columns=meta["column_names"]) +df.to_csv(r'/work/output-SpecializedModels/c8/forestdiffusion/forest-c8-20260419_200956/forest-c8-8844-20260420_193824.csv', index=False) +print("saved", len(df)) diff --git a/syntheticSuccess/c8/forestdiffusion/forest-c8-20260419_200956/_fd_meta_host.json b/syntheticSuccess/c8/forestdiffusion/forest-c8-20260419_200956/_fd_meta_host.json new file mode 100644 index 0000000000000000000000000000000000000000..179a642ae8aabc334be530c08b911603a7b8e3ea --- /dev/null +++ b/syntheticSuccess/c8/forestdiffusion/forest-c8-20260419_200956/_fd_meta_host.json @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:755f9613aa79e5ce5d6c91216f7077ffd8c994370127b00715c8f1efabe25b68 +size 559 diff --git a/syntheticSuccess/c8/forestdiffusion/forest-c8-20260419_200956/_fd_train.py b/syntheticSuccess/c8/forestdiffusion/forest-c8-20260419_200956/_fd_train.py new file mode 100644 index 0000000000000000000000000000000000000000..5bb8912a77bb87fc7c9e1e797a17b2b2fc1de0e2 --- /dev/null +++ b/syntheticSuccess/c8/forestdiffusion/forest-c8-20260419_200956/_fd_train.py @@ -0,0 +1,20 @@ + +import shutil, json +shutil.copy(r'/work/output-SpecializedModels/c8/forestdiffusion/forest-c8-20260419_200956/_fd_X_host.npy', '/tmp/fd_X.npy') +with open(r'/work/output-SpecializedModels/c8/forestdiffusion/forest-c8-20260419_200956/_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/c8/forestdiffusion/forest-c8-20260419_200956/forestdiffusion_model.joblib') diff --git a/syntheticSuccess/c8/forestdiffusion/forest-c8-20260419_200956/forest-c8-8844-20260420_193824.csv b/syntheticSuccess/c8/forestdiffusion/forest-c8-20260419_200956/forest-c8-8844-20260420_193824.csv new file mode 100644 index 0000000000000000000000000000000000000000..c6f6b6f8d651c286b05d9652f67774d625d289a5 --- /dev/null +++ b/syntheticSuccess/c8/forestdiffusion/forest-c8-20260419_200956/forest-c8-8844-20260420_193824.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1c2c339ac998f3c40920df9f99a957adac5d6bf6b12f9464fdd83c5ac3de3222 +size 3287801 diff --git a/syntheticSuccess/c8/forestdiffusion/forest-c8-20260419_200956/forestdiffusion_model.joblib b/syntheticSuccess/c8/forestdiffusion/forest-c8-20260419_200956/forestdiffusion_model.joblib new file mode 100644 index 0000000000000000000000000000000000000000..d40a934c123a9ffccaef1e661c350cda495ccb19 --- /dev/null +++ b/syntheticSuccess/c8/forestdiffusion/forest-c8-20260419_200956/forestdiffusion_model.joblib @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8382b49ff77a491569a08815d346fddd33b432e030d5a593d31897b6c50a75f0 +size 294164989 diff --git a/syntheticSuccess/c8/forestdiffusion/forest-c8-20260419_200956/input_snapshot.json b/syntheticSuccess/c8/forestdiffusion/forest-c8-20260419_200956/input_snapshot.json new file mode 100644 index 0000000000000000000000000000000000000000..bf481c50f5057e89902b6b382b1cba7ba177a296 --- /dev/null +++ b/syntheticSuccess/c8/forestdiffusion/forest-c8-20260419_200956/input_snapshot.json @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:91eb0f4179cdb76ba9baf62231af07d0703a0651cc6319aab2d5de6860323e6c +size 1356 diff --git a/syntheticSuccess/c8/forestdiffusion/forest-c8-20260419_200956/models_fd/model.joblib b/syntheticSuccess/c8/forestdiffusion/forest-c8-20260419_200956/models_fd/model.joblib new file mode 100644 index 0000000000000000000000000000000000000000..d40a934c123a9ffccaef1e661c350cda495ccb19 --- /dev/null +++ b/syntheticSuccess/c8/forestdiffusion/forest-c8-20260419_200956/models_fd/model.joblib @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8382b49ff77a491569a08815d346fddd33b432e030d5a593d31897b6c50a75f0 +size 294164989 diff --git a/syntheticSuccess/c8/forestdiffusion/forest-c8-20260419_200956/public_gate/normalized_schema_snapshot.json b/syntheticSuccess/c8/forestdiffusion/forest-c8-20260419_200956/public_gate/normalized_schema_snapshot.json new file mode 100644 index 0000000000000000000000000000000000000000..59fd114e0153f16693f3ee74c6b815af70e2c08d --- /dev/null +++ b/syntheticSuccess/c8/forestdiffusion/forest-c8-20260419_200956/public_gate/normalized_schema_snapshot.json @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4213af428a9dba0a099f5f4b83768c0a9dd7b17a3045f0ddac06ce6354437140 +size 12934 diff --git a/syntheticSuccess/c8/forestdiffusion/forest-c8-20260419_200956/public_gate/public_gate_report.json b/syntheticSuccess/c8/forestdiffusion/forest-c8-20260419_200956/public_gate/public_gate_report.json new file mode 100644 index 0000000000000000000000000000000000000000..afb8478189f5f993daab1b62e064df61ec5225c8 --- /dev/null +++ b/syntheticSuccess/c8/forestdiffusion/forest-c8-20260419_200956/public_gate/public_gate_report.json @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3c05fcf6daf4b968504c2e5d9a2d92257f0e29fb104b4822b486248f921ac6c5 +size 923 diff --git a/syntheticSuccess/c8/forestdiffusion/forest-c8-20260419_200956/public_gate/staged_input_manifest.json b/syntheticSuccess/c8/forestdiffusion/forest-c8-20260419_200956/public_gate/staged_input_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6ac6f83e3e8ac3b1244ef352bc1ee027fadd3072 --- /dev/null +++ b/syntheticSuccess/c8/forestdiffusion/forest-c8-20260419_200956/public_gate/staged_input_manifest.json @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d6852740eaf7fd722790277c464fabac5d38dcef7c4ef513217d1e3a35aa4ff4 +size 13750 diff --git a/syntheticSuccess/c8/forestdiffusion/forest-c8-20260419_200956/runtime_result.json b/syntheticSuccess/c8/forestdiffusion/forest-c8-20260419_200956/runtime_result.json new file mode 100644 index 0000000000000000000000000000000000000000..1f5a2e16e41bf34e6b9848f3542cc797d9f42cf9 --- /dev/null +++ b/syntheticSuccess/c8/forestdiffusion/forest-c8-20260419_200956/runtime_result.json @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e2321ccf5b102f36d1d8647f7858ca90c0ef7324a127024f1f823894a33ff7e4 +size 622 diff --git a/syntheticSuccess/c8/forestdiffusion/forest-c8-20260419_200956/staged/forestdiffusion/adapter_report.json b/syntheticSuccess/c8/forestdiffusion/forest-c8-20260419_200956/staged/forestdiffusion/adapter_report.json new file mode 100644 index 0000000000000000000000000000000000000000..411e4105bf0b918fbd04d527a64c107e8d7b9879 --- /dev/null +++ b/syntheticSuccess/c8/forestdiffusion/forest-c8-20260419_200956/staged/forestdiffusion/adapter_report.json @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0d2b1e923b4100f0fe7a857a9c930d77343a51103d4790d81283dad1e56a8761 +size 331 diff --git a/syntheticSuccess/c8/forestdiffusion/forest-c8-20260419_200956/staged/forestdiffusion/adapter_transforms_applied.json b/syntheticSuccess/c8/forestdiffusion/forest-c8-20260419_200956/staged/forestdiffusion/adapter_transforms_applied.json new file mode 100644 index 0000000000000000000000000000000000000000..6f3aaa01a627a955d2022165805d2786c0da78ba --- /dev/null +++ b/syntheticSuccess/c8/forestdiffusion/forest-c8-20260419_200956/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/c8/forestdiffusion/forest-c8-20260419_200956/staged/forestdiffusion/model_input_manifest.json b/syntheticSuccess/c8/forestdiffusion/forest-c8-20260419_200956/staged/forestdiffusion/model_input_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6cd06a7955e20e794f27dc3831fbcbe441156416 --- /dev/null +++ b/syntheticSuccess/c8/forestdiffusion/forest-c8-20260419_200956/staged/forestdiffusion/model_input_manifest.json @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4464db8e345cab5f563a6ceac4fb12abb86842a3c871f4d7225694bf7050deaa +size 13957 diff --git a/syntheticSuccess/c8/forestdiffusion/forest-c8-20260419_200956/staged/public/staged_features.json b/syntheticSuccess/c8/forestdiffusion/forest-c8-20260419_200956/staged/public/staged_features.json new file mode 100644 index 0000000000000000000000000000000000000000..20820650030c9db2525d4bb0b974f4dbd8aee952 --- /dev/null +++ b/syntheticSuccess/c8/forestdiffusion/forest-c8-20260419_200956/staged/public/staged_features.json @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:225f86796b970ab41c82ed9bc4036cfe6616bc61bc5a93404e4803ad6b375c6d +size 3090 diff --git a/syntheticSuccess/c8/forestdiffusion/forest-c8-20260419_200956/staged/public/test.csv b/syntheticSuccess/c8/forestdiffusion/forest-c8-20260419_200956/staged/public/test.csv new file mode 100644 index 0000000000000000000000000000000000000000..17380f6a9b9a9e8ac335908874f6bc5b26ec25ad --- /dev/null +++ b/syntheticSuccess/c8/forestdiffusion/forest-c8-20260419_200956/staged/public/test.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:75e0809428463e710fffe7443c63202bb0df096f71365262a3e32e43e365fa35 +size 79280 diff --git a/syntheticSuccess/c8/forestdiffusion/forest-c8-20260419_200956/staged/public/train.csv b/syntheticSuccess/c8/forestdiffusion/forest-c8-20260419_200956/staged/public/train.csv new file mode 100644 index 0000000000000000000000000000000000000000..8cfd1f6fb29a5bdf13202de8d9026d5d4a6c1ab2 --- /dev/null +++ b/syntheticSuccess/c8/forestdiffusion/forest-c8-20260419_200956/staged/public/train.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:88a639183f8fa6acc2a2465b4d787607df6b931c2b681b0e9d0e1be007fea0da +size 631235 diff --git a/syntheticSuccess/c8/forestdiffusion/forest-c8-20260419_200956/staged/public/val.csv b/syntheticSuccess/c8/forestdiffusion/forest-c8-20260419_200956/staged/public/val.csv new file mode 100644 index 0000000000000000000000000000000000000000..739e1e854fc6485ff594dcf0a66b76423871eeb8 --- /dev/null +++ b/syntheticSuccess/c8/forestdiffusion/forest-c8-20260419_200956/staged/public/val.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:272551def8b1e81583201f55065453d772f25b8dd17958d4f25478c033769f9e +size 79486 diff --git a/syntheticSuccess/c8/forestdiffusion/forest-c8-20260419_200956/train_20260419_200956.log b/syntheticSuccess/c8/forestdiffusion/forest-c8-20260419_200956/train_20260419_200956.log new file mode 100644 index 0000000000000000000000000000000000000000..fa5ae33bc19c1dc61a8a91b311d0c95ab95f842b --- /dev/null +++ b/syntheticSuccess/c8/forestdiffusion/forest-c8-20260419_200956/train_20260419_200956.log @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8e3c3f0e5594533e51d7c09d3916fd0a5aa12d664ec2270e4ca4b32907b5bfa2 +size 25 diff --git a/syntheticSuccess/c8/tabbyflow/tabbyflow-c8-20260420_072139/_tabbyflow_gen.py b/syntheticSuccess/c8/tabbyflow/tabbyflow-c8-20260420_072139/_tabbyflow_gen.py new file mode 100644 index 0000000000000000000000000000000000000000..9f3fc9361464fb6702a9efb1c04961c8cfc01d1b --- /dev/null +++ b/syntheticSuccess/c8/tabbyflow/tabbyflow-c8-20260420_072139/_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/c8/tabbyflow/tabbyflow-c8-20260420_072139/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(8844)), +]) +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/c8/tabbyflow/tabbyflow-c8-20260420_072139/tabbyflow-c8-8844-20260420_072901.csv") diff --git a/syntheticSuccess/c8/tabbyflow/tabbyflow-c8-20260420_072139/_tabbyflow_train.py b/syntheticSuccess/c8/tabbyflow/tabbyflow-c8-20260420_072139/_tabbyflow_train.py new file mode 100644 index 0000000000000000000000000000000000000000..4094f76ada74145084940038ca1bb12d0da03176 --- /dev/null +++ b/syntheticSuccess/c8/tabbyflow/tabbyflow-c8-20260420_072139/_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/c8/tabbyflow/tabbyflow-c8-20260420_072139/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 a/syntheticSuccess/c8/tabbyflow/tabbyflow-c8-20260420_072139/input_snapshot.json b/syntheticSuccess/c8/tabbyflow/tabbyflow-c8-20260420_072139/input_snapshot.json new file mode 100644 index 0000000000000000000000000000000000000000..7c6201d8831604f3fc997976bcd9409f0ebd4335 --- /dev/null +++ b/syntheticSuccess/c8/tabbyflow/tabbyflow-c8-20260420_072139/input_snapshot.json @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:953e9dceb03574375ca7e3e96c829078107c18a8f84b27d57d5d0f40d2c9fa47 +size 1350 diff --git 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+1,36 @@ + +import os, shutil, subprocess, sys +td = r"/workspace/TabDiff" +name = r"pipeline_ds" +src = r"/work/output-SpecializedModels/c8/tabdiff/tabdiff-c8-20260420_071420/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(8844)), +]) +# 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/c8/tabdiff/tabdiff-c8-20260420_071420/tabdiff-c8-8844-20260420_072130.csv") diff --git a/syntheticSuccess/c8/tabdiff/tabdiff-c8-20260420_071420/_tabdiff_train.py b/syntheticSuccess/c8/tabdiff/tabdiff-c8-20260420_071420/_tabdiff_train.py new file mode 100644 index 0000000000000000000000000000000000000000..622ab748bbe9077428a192f26c01e52045e4a513 --- /dev/null +++ b/syntheticSuccess/c8/tabdiff/tabdiff-c8-20260420_071420/_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/c8/tabdiff/tabdiff-c8-20260420_071420/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 a/syntheticSuccess/c8/tabdiff/tabdiff-c8-20260420_071420/input_snapshot.json b/syntheticSuccess/c8/tabdiff/tabdiff-c8-20260420_071420/input_snapshot.json new file mode 100644 index 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