Resume SynthData0523 main/c2 batch 17

.gitattributes

@@ -3627,3 +3627,51 @@ SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260505_000602/tabular_bundle/pipe
 SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260505_000602/tabular_bundle/pipeline_c2/y_train.npy filter=lfs diff=lfs merge=lfs -text
 SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260505_000602/tabular_bundle/pipeline_c2/y_val.npy filter=lfs diff=lfs merge=lfs -text
 SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260505_000602/train_20260505_000602.log filter=lfs diff=lfs merge=lfs -text
+SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260505_001451/gen_20260505_002755.log filter=lfs diff=lfs merge=lfs -text
+SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260505_001451/input_snapshot.json filter=lfs diff=lfs merge=lfs -text
+SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260505_001451/models_tabbyflow/trained.pt filter=lfs diff=lfs merge=lfs -text
+SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260505_001451/public_gate/normalized_schema_snapshot.json filter=lfs diff=lfs merge=lfs -text
+SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260505_001451/public_gate/public_gate_report.json filter=lfs diff=lfs merge=lfs -text
+SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260505_001451/public_gate/staged_input_manifest.json filter=lfs diff=lfs merge=lfs -text
+SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260505_001451/run_config.json filter=lfs diff=lfs merge=lfs -text
+SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260505_001451/runtime_result.json filter=lfs diff=lfs merge=lfs -text
+SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260505_001451/staged/public/staged_features.json filter=lfs diff=lfs merge=lfs -text
+SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260505_001451/staged/public/test.csv filter=lfs diff=lfs merge=lfs -text
+SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260505_001451/staged/public/train.csv filter=lfs diff=lfs merge=lfs -text
+SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260505_001451/staged/public/val.csv filter=lfs diff=lfs merge=lfs -text
+SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260505_001451/staged/tabbyflow/adapter_report.json filter=lfs diff=lfs merge=lfs -text
+SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260505_001451/staged/tabbyflow/adapter_transforms_applied.json filter=lfs diff=lfs merge=lfs -text
+SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260505_001451/staged/tabbyflow/model_input_manifest.json filter=lfs diff=lfs merge=lfs -text
+SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260505_001451/tabbyflow-c2-1382-20260505_002755.csv filter=lfs diff=lfs merge=lfs -text
+SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260505_001451/tabbyflow_train_meta.json filter=lfs diff=lfs merge=lfs -text
+SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260505_001451/tabular_bundle/pipeline_c2/X_cat_test.npy filter=lfs diff=lfs merge=lfs -text
+SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260505_001451/tabular_bundle/pipeline_c2/X_cat_train.npy filter=lfs diff=lfs merge=lfs -text
+SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260505_001451/tabular_bundle/pipeline_c2/X_cat_val.npy filter=lfs diff=lfs merge=lfs -text
+SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260505_001451/tabular_bundle/pipeline_c2/X_num_test.npy filter=lfs diff=lfs merge=lfs -text
+SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260505_001451/tabular_bundle/pipeline_c2/X_num_train.npy filter=lfs diff=lfs merge=lfs -text
+SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260505_001451/tabular_bundle/pipeline_c2/X_num_val.npy filter=lfs diff=lfs merge=lfs -text
+SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260505_001451/tabular_bundle/pipeline_c2/info.json filter=lfs diff=lfs merge=lfs -text
+SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260505_001451/tabular_bundle/pipeline_c2/real.csv filter=lfs diff=lfs merge=lfs -text
+SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260505_001451/tabular_bundle/pipeline_c2/test.csv filter=lfs diff=lfs merge=lfs -text
+SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260505_001451/tabular_bundle/pipeline_c2/val.csv filter=lfs diff=lfs merge=lfs -text
+SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260505_001451/tabular_bundle/pipeline_c2/y_test.npy filter=lfs diff=lfs merge=lfs -text
+SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260505_001451/tabular_bundle/pipeline_c2/y_train.npy filter=lfs diff=lfs merge=lfs -text
+SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260505_001451/tabular_bundle/pipeline_c2/y_val.npy filter=lfs diff=lfs merge=lfs -text
+SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260505_001451/train_20260505_001451.log filter=lfs diff=lfs merge=lfs -text
+SynthData0523/main/c2/tabddpm/tabddpm-c2-20260501_053445/config.toml filter=lfs diff=lfs merge=lfs -text
+SynthData0523/main/c2/tabddpm/tabddpm-c2-20260501_053445/config_sample_20260501_053541_r0.toml filter=lfs diff=lfs merge=lfs -text
+SynthData0523/main/c2/tabddpm/tabddpm-c2-20260501_053445/data/X_cat_train.npy filter=lfs diff=lfs merge=lfs -text
+SynthData0523/main/c2/tabddpm/tabddpm-c2-20260501_053445/data/info.json filter=lfs diff=lfs merge=lfs -text
+SynthData0523/main/c2/tabddpm/tabddpm-c2-20260501_053445/data/y_train.npy filter=lfs diff=lfs merge=lfs -text
+SynthData0523/main/c2/tabddpm/tabddpm-c2-20260501_053445/gen_20260501_053541_r0.log filter=lfs diff=lfs merge=lfs -text
+SynthData0523/main/c2/tabddpm/tabddpm-c2-20260501_053445/input_snapshot.json filter=lfs diff=lfs merge=lfs -text
+SynthData0523/main/c2/tabddpm/tabddpm-c2-20260501_053445/output/X_cat_train.npy filter=lfs diff=lfs merge=lfs -text
+SynthData0523/main/c2/tabddpm/tabddpm-c2-20260501_053445/output/X_cat_unnorm.npy filter=lfs diff=lfs merge=lfs -text
+SynthData0523/main/c2/tabddpm/tabddpm-c2-20260501_053445/output/config.toml filter=lfs diff=lfs merge=lfs -text
+SynthData0523/main/c2/tabddpm/tabddpm-c2-20260501_053445/output/info.json filter=lfs diff=lfs merge=lfs -text
+SynthData0523/main/c2/tabddpm/tabddpm-c2-20260501_053445/output/loss.csv filter=lfs diff=lfs merge=lfs -text
+SynthData0523/main/c2/tabddpm/tabddpm-c2-20260501_053445/output/model.pt filter=lfs diff=lfs merge=lfs -text
+SynthData0523/main/c2/tabddpm/tabddpm-c2-20260501_053445/output/model_ema.pt filter=lfs diff=lfs merge=lfs -text
+SynthData0523/main/c2/tabddpm/tabddpm-c2-20260501_053445/output/y_train.npy filter=lfs diff=lfs merge=lfs -text
+SynthData0523/main/c2/tabddpm/tabddpm-c2-20260501_053445/public_gate/normalized_schema_snapshot.json filter=lfs diff=lfs merge=lfs -text
+SynthData0523/main/c2/tabddpm/tabddpm-c2-20260501_053445/public_gate/public_gate_report.json filter=lfs diff=lfs merge=lfs -text

SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260505_001451/gen_20260505_002755.log

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:05ba45ce45592cb71a64741c3eed27546f78a286351c265f648edc2c81d4ca87
+size 3415

SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260505_001451/input_snapshot.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a5567c73b2556a5e9e11c2e84a9edcb27afa62682e2a6376d84da7bc77a16229
+size 1345

SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260505_001451/models_tabbyflow/trained.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:adb734fec12f2251befd371dca69e481b19464aded2a6823105a01b4be6ddbe5
+size 40

SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260505_001451/public_gate/normalized_schema_snapshot.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a63ea2091eccf0145444f670415e7201dbdd052bc2ddabdc4241f6f16bdcf0a0
+size 3153

SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260505_001451/public_gate/public_gate_report.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bdc8c14ffce6055ca726f7949b2900c4ba619b670f8fc63c61328c24e4c46c66
+size 912

SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260505_001451/public_gate/staged_input_manifest.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6426e33fab8988f5b2c0c94eebc31865400a04613afbb089f2eeb2ff8cfbd510
+size 3979

SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260505_001451/run_config.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9d34708d3e3b26465baddfcde035ebf8c46e0f322a792a8ee178d64b8541255e
+size 2105

SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260505_001451/runtime_result.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1fe127887d0dc72dc18ef9059b88a23c4a8484e91d8ca92cc10402e4f48d04a6
+size 924

SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260505_001451/staged/public/staged_features.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:37511511f1d7cb0e004f9d7305c900644ebefe672c9a1a418c1f29b36786fabd
+size 659

SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260505_001451/staged/public/test.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b48114a7d0bc5bd9a07920f903c8d4aba8bf98bf2a66a050da03588b0245ca73
+size 5273

SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260505_001451/staged/public/train.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4aed00c2c2b3f88a55a7ebff31b2e1b5e0e32fb0a7267e0b9d2779cd23e434dd
+size 41565

SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260505_001451/staged/public/val.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:26e90c1170a57a14c05832ac88027722b1f3848f9662c7c09ef7c93dcba4cc01
+size 5176

SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260505_001451/staged/tabbyflow/adapter_report.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d621eee32cdc42b1ecd16bfce9ac27acefc69b73cfcc9ca4f1a331453f63df76
+size 327

SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260505_001451/staged/tabbyflow/adapter_transforms_applied.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4f53cda18c2baa0c0354bb5f9a3ecbe5ed12ab4d8e11ba873c2f11161202b945
+size 2

SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260505_001451/staged/tabbyflow/model_input_manifest.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e680458bbee23ada2c960d4670c3fedbb655a38943cb414eef6c11b0bd2383f8
+size 4182

SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260505_001451/tabbyflow-c2-1382-20260505_002755.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8933eeb36c75410c6c01c1568d7823e10e848ccd456584b3d79d1ea2b504aaf4
+size 38455

SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260505_001451/tabbyflow_train_meta.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dc8d6c3c5a7a6e37f9b80f2a5bf37282914cd79c10e638e2b560f91033c5f74f
+size 78

SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260505_001451/tabular_bundle/pipeline_c2/X_cat_test.npy

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:24d2203601ba060728920e754747e5a1dc3955a1b5775e147382fee4f1812542
+size 66464

SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260505_001451/tabular_bundle/pipeline_c2/X_cat_train.npy

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:24d2203601ba060728920e754747e5a1dc3955a1b5775e147382fee4f1812542
+size 66464

SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260505_001451/tabular_bundle/pipeline_c2/X_cat_val.npy

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:24d2203601ba060728920e754747e5a1dc3955a1b5775e147382fee4f1812542
+size 66464

SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260505_001451/tabular_bundle/pipeline_c2/X_num_test.npy

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:79dbdf62b6c69f71f3fef2bfcff35e322b2ac9387fc545116c7bc0078b3de9ec
+size 128

SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260505_001451/tabular_bundle/pipeline_c2/X_num_train.npy

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:79dbdf62b6c69f71f3fef2bfcff35e322b2ac9387fc545116c7bc0078b3de9ec
+size 128

SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260505_001451/tabular_bundle/pipeline_c2/X_num_val.npy

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:79dbdf62b6c69f71f3fef2bfcff35e322b2ac9387fc545116c7bc0078b3de9ec
+size 128

SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260505_001451/tabular_bundle/pipeline_c2/info.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ce786f02cdb5ee137c31ca8ebbf1874c8b283bde7da1bf93f3388d0c4a6d51f9
+size 1417

SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260505_001451/tabular_bundle/pipeline_c2/real.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a54d8aab34745836c4d0260009787c8064c2c3e9d99040c5a6856190eb0745e9
+size 24215

SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260505_001451/tabular_bundle/pipeline_c2/test.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a54d8aab34745836c4d0260009787c8064c2c3e9d99040c5a6856190eb0745e9
+size 24215

SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260505_001451/tabular_bundle/pipeline_c2/val.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a54d8aab34745836c4d0260009787c8064c2c3e9d99040c5a6856190eb0745e9
+size 24215

SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260505_001451/tabular_bundle/pipeline_c2/y_test.npy

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3f8eb0b25043331a30fde5439f063eed59e7a76f45d7d102b9b4fbcd16b551b4
+size 11184

SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260505_001451/tabular_bundle/pipeline_c2/y_train.npy

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3f8eb0b25043331a30fde5439f063eed59e7a76f45d7d102b9b4fbcd16b551b4
+size 11184

SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260505_001451/tabular_bundle/pipeline_c2/y_val.npy

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3f8eb0b25043331a30fde5439f063eed59e7a76f45d7d102b9b4fbcd16b551b4
+size 11184

SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260505_001451/train_20260505_001451.log

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f641d8956fe65f8dc173332fa731269c1df925e8c9bd76f177a46dae459d30c1
+size 397667

SynthData0523/main/c2/tabddpm/tabddpm-c2-20260501_053445/_tabddpm_sample_r0.py

@@ -0,0 +1,66 @@
+import os, sys, subprocess, json
+import numpy as np
+import pandas as pd
+
+tabddpm_root = "/workspace/tabddpm/code"
+assert os.path.isdir(tabddpm_root), f"TabDDPM source not mounted: {tabddpm_root}"
+env = os.environ.copy()
+env["PYTHONPATH"] = tabddpm_root + (os.pathsep + env.get("PYTHONPATH", ""))
+
+# Reuse the compat wrapper (patches collections.Sequence for skorch)
+wrapper = os.path.join(tabddpm_root, "_compat_run.py")
+if not os.path.exists(wrapper):
+    with open(wrapper, "w") as f:
+        f.write(
+            "import collections, collections.abc\n"
+            "for _a in ('Sequence','MutableSequence','MutableMapping','Mapping',"
+            "'MutableSet','Set','Callable','Iterable','Iterator'):\n"
+            "    if not hasattr(collections, _a): setattr(collections, _a, getattr(collections.abc, _a, None))\n"
+            "import sys, runpy\n"
+            "sys.argv = sys.argv[1:]\n"
+            "runpy.run_path(sys.argv[0], run_name='__main__')\n"
+        )
+
+print(f"[TabDDPM] Sampling 1382 rows")
+ret = subprocess.run(
+    [sys.executable, wrapper, "scripts/pipeline.py",
+     "--config", "/work/output-Benchmark-trainonly-v1/c2/tabddpm/tabddpm-c2-20260501_053445/config_sample_20260501_053541_r0.toml",
+     "--sample"],
+    cwd=tabddpm_root,
+    env=env
+)
+if ret.returncode != 0:
+    sys.exit(ret.returncode)
+
+# 将 .npy 输出转为 CSV（npy 在 TabDDPM 的 parent_dir，即 npy_dir）
+info_path = "/work/output-Benchmark-trainonly-v1/c2/tabddpm/tabddpm-c2-20260501_053445/data/info.json"
+with open(info_path) as f:
+    info = json.load(f)
+
+output_dir = "/work/output-Benchmark-trainonly-v1/c2/tabddpm/tabddpm-c2-20260501_053445/output"
+col_names = info.get("column_names", [])
+
+parts = []
+x_num_path = os.path.join(output_dir, "X_num_train.npy")
+x_cat_path = os.path.join(output_dir, "X_cat_train.npy")
+y_path = os.path.join(output_dir, "y_train.npy")
+
+if os.path.exists(x_num_path):
+    parts.append(np.load(x_num_path, allow_pickle=True))
+if os.path.exists(x_cat_path):
+    parts.append(np.load(x_cat_path, allow_pickle=True).astype(float))
+if os.path.exists(y_path):
+    y = np.load(y_path, allow_pickle=True)
+    parts.append(y.reshape(-1, 1) if y.ndim == 1 else y)
+
+if parts:
+    combined = np.concatenate(parts, axis=1)
+    if col_names and len(col_names) == combined.shape[1]:
+        df = pd.DataFrame(combined, columns=col_names)
+    else:
+        df = pd.DataFrame(combined)
+    df.to_csv("/work/output-Benchmark-trainonly-v1/c2/tabddpm/tabddpm-c2-20260501_053445/tabddpm-c2-1382-20260501_053541.csv", index=False)
+    print(f"[TabDDPM] Saved {len(df)} rows -> /work/output-Benchmark-trainonly-v1/c2/tabddpm/tabddpm-c2-20260501_053445/tabddpm-c2-1382-20260501_053541.csv")
+else:
+    print("[TabDDPM] WARNING: No output .npy files found")
+    sys.exit(1)

SynthData0523/main/c2/tabddpm/tabddpm-c2-20260501_053445/_tabddpm_train.py

@@ -0,0 +1,32 @@
+import os, sys, subprocess
+
+tabddpm_root = "/workspace/tabddpm/code"
+assert os.path.isdir(tabddpm_root), f"TabDDPM source not mounted: {tabddpm_root}"
+env = os.environ.copy()
+env["PYTHONPATH"] = tabddpm_root + (os.pathsep + env.get("PYTHONPATH", ""))
+
+# Write a wrapper that patches collections.Sequence (removed in Python 3.10+)
+# before running pipeline.py - needed because skorch uses old API
+wrapper = os.path.join(tabddpm_root, "_compat_run.py")
+with open(wrapper, "w") as f:
+    f.write(
+        "import collections, collections.abc\n"
+        "for _a in ('Sequence','MutableSequence','MutableMapping','Mapping',"
+        "'MutableSet','Set','Callable','Iterable','Iterator'):\n"
+        "    if not hasattr(collections, _a): setattr(collections, _a, getattr(collections.abc, _a, None))\n"
+        "import sys, runpy\n"
+        "sys.argv = sys.argv[1:]\n"
+        "runpy.run_path(sys.argv[0], run_name='__main__')\n"
+    )
+
+print(f"[TabDDPM] Training, config=/work/output-Benchmark-trainonly-v1/c2/tabddpm/tabddpm-c2-20260501_053445/config.toml")
+ret = subprocess.run(
+    [sys.executable, wrapper, "scripts/pipeline.py",
+     "--config", "/work/output-Benchmark-trainonly-v1/c2/tabddpm/tabddpm-c2-20260501_053445/config.toml",
+     "--train"],
+    cwd=tabddpm_root,
+    env=env
+)
+if ret.returncode != 0:
+    sys.exit(ret.returncode)
+print("[TabDDPM] Training complete")

SynthData0523/main/c2/tabddpm/tabddpm-c2-20260501_053445/config.toml

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4b5fc8076d9158b6e2048252f652b6295de438e5d107a68216231fcb3257b984
+size 768

SynthData0523/main/c2/tabddpm/tabddpm-c2-20260501_053445/config_sample_20260501_053541_r0.toml

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:da3b1a7236b117539a289f041943d441ea6f5a97b9d0abe8e535ba1c9144726f
+size 768

SynthData0523/main/c2/tabddpm/tabddpm-c2-20260501_053445/data/X_cat_train.npy

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:24d2203601ba060728920e754747e5a1dc3955a1b5775e147382fee4f1812542
+size 66464

SynthData0523/main/c2/tabddpm/tabddpm-c2-20260501_053445/data/info.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:73797d97d746064733c329d31f63f3ad2b5b9fe6e75db4abc21530a62d4a9d74
+size 391

SynthData0523/main/c2/tabddpm/tabddpm-c2-20260501_053445/data/y_train.npy

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3f8eb0b25043331a30fde5439f063eed59e7a76f45d7d102b9b4fbcd16b551b4
+size 11184

SynthData0523/main/c2/tabddpm/tabddpm-c2-20260501_053445/gen_20260501_053541_r0.log

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c7213a586526de04ecda26ec75cada4459cebf641c8481eb89462372a8ef761d
+size 42462

SynthData0523/main/c2/tabddpm/tabddpm-c2-20260501_053445/input_snapshot.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:52c75a0b635ff907a8032c10b0b48af37ab777db2eb85f1974c205cb0fbba475
+size 1343

SynthData0523/main/c2/tabddpm/tabddpm-c2-20260501_053445/output/X_cat_train.npy

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f3e794630e03fa6aa423cbcc412303cd342a9e772682c127caa3988778103dbd
+size 16885

SynthData0523/main/c2/tabddpm/tabddpm-c2-20260501_053445/output/X_cat_unnorm.npy

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7aaee2a9171fa9fe9f0027724f0e45a2e2a3b49c592f5c6c98b509a48b361563
+size 66464

SynthData0523/main/c2/tabddpm/tabddpm-c2-20260501_053445/output/config.toml

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:da3b1a7236b117539a289f041943d441ea6f5a97b9d0abe8e535ba1c9144726f
+size 768

SynthData0523/main/c2/tabddpm/tabddpm-c2-20260501_053445/output/info.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:73797d97d746064733c329d31f63f3ad2b5b9fe6e75db4abc21530a62d4a9d74
+size 391

SynthData0523/main/c2/tabddpm/tabddpm-c2-20260501_053445/output/loss.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5f6f64aab8041c39f33c6e3bb32a0964b75a4692062c9eec03a84cae0cfb47ac
+size 1249

SynthData0523/main/c2/tabddpm/tabddpm-c2-20260501_053445/output/model.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:db4f8cce94f8d9428f68d597138bdd3d357d268f5da7b268c89fab510fce817a
+size 566934

SynthData0523/main/c2/tabddpm/tabddpm-c2-20260501_053445/output/model_ema.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:285d1dffd7456b5ccf89321bfd98304d0594f85982aee4729e3175ffbffa68aa
+size 567778

SynthData0523/main/c2/tabddpm/tabddpm-c2-20260501_053445/output/y_train.npy

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:58b1a722d369027a22bed702e3539c6fefa976741570c4c0a2f8546e2978c3d7
+size 11184

SynthData0523/main/c2/tabddpm/tabddpm-c2-20260501_053445/public_gate/normalized_schema_snapshot.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a63ea2091eccf0145444f670415e7201dbdd052bc2ddabdc4241f6f16bdcf0a0
+size 3153