Resume SynthData0523 hyper_parameter_tuning/n11/ctgan batch 2

.gitattributes

@@ -17309,3 +17309,68 @@ SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_091747/pu
 SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_091747/public_gate/public_gate_report.json filter=lfs diff=lfs merge=lfs -text
 SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_091747/public_gate/staged_input_manifest.json filter=lfs diff=lfs merge=lfs -text
 SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_091747/run_config.json filter=lfs diff=lfs merge=lfs -text
+SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_091747/runtime_result.json filter=lfs diff=lfs merge=lfs -text
+SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_091747/staged/ctgan/adapter_report.json filter=lfs diff=lfs merge=lfs -text
+SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_091747/staged/ctgan/adapter_transforms_applied.json filter=lfs diff=lfs merge=lfs -text
+SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_091747/staged/ctgan/model_input_manifest.json filter=lfs diff=lfs merge=lfs -text
+SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_091747/staged/public/staged_features.json filter=lfs diff=lfs merge=lfs -text
+SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_091747/staged/public/test.csv filter=lfs diff=lfs merge=lfs -text
+SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_091747/staged/public/train.csv filter=lfs diff=lfs merge=lfs -text
+SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_091747/staged/public/val.csv filter=lfs diff=lfs merge=lfs -text
+SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_094751/bo_combo.json filter=lfs diff=lfs merge=lfs -text
+SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_094751/ctgan-n11-15215-20260521_095923.csv filter=lfs diff=lfs merge=lfs -text
+SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_094751/ctgan_metadata.json filter=lfs diff=lfs merge=lfs -text
+SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_094751/gen_20260521_095923.log filter=lfs diff=lfs merge=lfs -text
+SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_094751/input_snapshot.json filter=lfs diff=lfs merge=lfs -text
+SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_094751/models_300epochs/ctgan_300epochs.pt filter=lfs diff=lfs merge=lfs -text
+SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_094751/models_300epochs/train_20260521_094751.log filter=lfs diff=lfs merge=lfs -text
+SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_094751/public_gate/normalized_schema_snapshot.json filter=lfs diff=lfs merge=lfs -text
+SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_094751/public_gate/public_gate_report.json filter=lfs diff=lfs merge=lfs -text
+SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_094751/public_gate/staged_input_manifest.json filter=lfs diff=lfs merge=lfs -text
+SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_094751/run_config.json filter=lfs diff=lfs merge=lfs -text
+SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_094751/runtime_result.json filter=lfs diff=lfs merge=lfs -text
+SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_094751/staged/ctgan/adapter_report.json filter=lfs diff=lfs merge=lfs -text
+SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_094751/staged/ctgan/adapter_transforms_applied.json filter=lfs diff=lfs merge=lfs -text
+SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_094751/staged/ctgan/model_input_manifest.json filter=lfs diff=lfs merge=lfs -text
+SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_094751/staged/public/staged_features.json filter=lfs diff=lfs merge=lfs -text
+SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_094751/staged/public/test.csv filter=lfs diff=lfs merge=lfs -text
+SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_094751/staged/public/train.csv filter=lfs diff=lfs merge=lfs -text
+SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_094751/staged/public/val.csv filter=lfs diff=lfs merge=lfs -text
+SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_100044/bo_combo.json filter=lfs diff=lfs merge=lfs -text
+SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_100044/ctgan-n11-15215-20260521_105221.csv filter=lfs diff=lfs merge=lfs -text
+SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_100044/ctgan_metadata.json filter=lfs diff=lfs merge=lfs -text
+SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_100044/gen_20260521_105221.log filter=lfs diff=lfs merge=lfs -text
+SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_100044/input_snapshot.json filter=lfs diff=lfs merge=lfs -text
+SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_100044/models_350epochs/ctgan_350epochs.pt filter=lfs diff=lfs merge=lfs -text
+SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_100044/models_350epochs/train_20260521_100044.log filter=lfs diff=lfs merge=lfs -text
+SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_100044/public_gate/normalized_schema_snapshot.json filter=lfs diff=lfs merge=lfs -text
+SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_100044/public_gate/public_gate_report.json filter=lfs diff=lfs merge=lfs -text
+SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_100044/public_gate/staged_input_manifest.json filter=lfs diff=lfs merge=lfs -text
+SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_100044/run_config.json filter=lfs diff=lfs merge=lfs -text
+SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_100044/runtime_result.json filter=lfs diff=lfs merge=lfs -text
+SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_100044/staged/ctgan/adapter_report.json filter=lfs diff=lfs merge=lfs -text
+SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_100044/staged/ctgan/adapter_transforms_applied.json filter=lfs diff=lfs merge=lfs -text
+SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_100044/staged/ctgan/model_input_manifest.json filter=lfs diff=lfs merge=lfs -text
+SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_100044/staged/public/staged_features.json filter=lfs diff=lfs merge=lfs -text
+SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_100044/staged/public/test.csv filter=lfs diff=lfs merge=lfs -text
+SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_100044/staged/public/train.csv filter=lfs diff=lfs merge=lfs -text
+SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_100044/staged/public/val.csv filter=lfs diff=lfs merge=lfs -text
+SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_105338/bo_combo.json filter=lfs diff=lfs merge=lfs -text
+SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_105338/ctgan-n11-15215-20260521_111238.csv filter=lfs diff=lfs merge=lfs -text
+SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_105338/ctgan_metadata.json filter=lfs diff=lfs merge=lfs -text
+SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_105338/gen_20260521_111238.log filter=lfs diff=lfs merge=lfs -text
+SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_105338/input_snapshot.json filter=lfs diff=lfs merge=lfs -text
+SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_105338/models_250epochs/ctgan_250epochs.pt filter=lfs diff=lfs merge=lfs -text
+SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_105338/models_250epochs/train_20260521_105338.log filter=lfs diff=lfs merge=lfs -text
+SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_105338/public_gate/normalized_schema_snapshot.json filter=lfs diff=lfs merge=lfs -text
+SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_105338/public_gate/public_gate_report.json filter=lfs diff=lfs merge=lfs -text
+SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_105338/public_gate/staged_input_manifest.json filter=lfs diff=lfs merge=lfs -text
+SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_105338/run_config.json filter=lfs diff=lfs merge=lfs -text
+SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_105338/runtime_result.json filter=lfs diff=lfs merge=lfs -text
+SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_105338/staged/ctgan/adapter_report.json filter=lfs diff=lfs merge=lfs -text
+SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_105338/staged/ctgan/adapter_transforms_applied.json filter=lfs diff=lfs merge=lfs -text
+SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_105338/staged/ctgan/model_input_manifest.json filter=lfs diff=lfs merge=lfs -text
+SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_105338/staged/public/staged_features.json filter=lfs diff=lfs merge=lfs -text
+SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_105338/staged/public/test.csv filter=lfs diff=lfs merge=lfs -text
+SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_105338/staged/public/train.csv filter=lfs diff=lfs merge=lfs -text
+SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_105338/staged/public/val.csv filter=lfs diff=lfs merge=lfs -text

SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_091747/runtime_result.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cb77255fdb23550d6bf2cbb3293d47c3ffea423a5fa8f3a0d1713176d80f1e0e
+size 912

SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_091747/staged/ctgan/adapter_report.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1d60088150e4741cc77144bf3cec2aadb129ff38848a7ef2cfad1ad1646cebf8
+size 317

SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_091747/staged/ctgan/adapter_transforms_applied.json

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

SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_091747/staged/ctgan/model_input_manifest.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:39016374d78a75e8157b1e6a8ead36cbb593b97023eeff10700152949f4a0150
+size 6272

SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_091747/staged/public/staged_features.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7ea5e7a5363e366f12e9794c57325c7f28e71ef584464c2f78fa67b80eca9a82
+size 1025

SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_091747/staged/public/test.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bf4e935f84569b849b662718eaa19be605037d46a5f7391f164728d6d9c3bb50
+size 148017

SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_091747/staged/public/train.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3ab621ac8239797506ce800c1409422452b8127da93add91dd9e6d63ddeec6f7
+size 1182326

SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_091747/staged/public/val.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:374e44edf25e58ca37eabbef0485c98cecdbdfa9d24da738937f404840bfad44
+size 147784

SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_094751/_ctgan_generate.py

@@ -0,0 +1,18 @@
+import sys
+sys.path.insert(0, "/work")
+from src.SpecificModels.ctgan_rdt_inverse_fix import apply_ctgan_inverse_fix
+apply_ctgan_inverse_fix()
+import pandas as pd
+from ctgan.synthesizers.ctgan import CTGAN
+model = CTGAN.load("/work/output-Benchmark-trainonly-v1/n11/ctgan/ctgan-n11-20260521_094751/models_300epochs/ctgan_300epochs.pt")
+total = 15215
+chunk = min(50000, total) if total > 50000 else total
+parts = []
+left = total
+while left > 0:
+    take = min(chunk, left)
+    parts.append(model.sample(take))
+    left -= take
+sampled = pd.concat(parts, ignore_index=True) if len(parts) > 1 else parts[0]
+sampled.to_csv("/work/output-Benchmark-trainonly-v1/n11/ctgan/ctgan-n11-20260521_094751/ctgan-n11-15215-20260521_095923.csv", index=False)
+print("[CTGAN] Generated", total, "rows in", len(parts), "chunks ->", "/work/output-Benchmark-trainonly-v1/n11/ctgan/ctgan-n11-20260521_094751/ctgan-n11-15215-20260521_095923.csv")

SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_094751/_ctgan_train.py

@@ -0,0 +1,17 @@
+import pandas as pd
+from ctgan.synthesizers.ctgan import CTGAN
+
+data = pd.read_csv("/work/output-Benchmark-trainonly-v1/n11/ctgan/ctgan-n11-20260521_094751/staged/public/train.csv")
+discrete_columns = ['g']
+model = CTGAN(
+    embedding_dim=16,
+    generator_dim=(256, 256),
+    discriminator_dim=(256, 256),
+    batch_size=256,
+    pac=1,
+    epochs=300,
+    verbose=True,
+)
+model.fit(data, discrete_columns)
+model.save("/work/output-Benchmark-trainonly-v1/n11/ctgan/ctgan-n11-20260521_094751/models_300epochs/ctgan_300epochs.pt")
+print("[CTGAN] Saved model ->", "/work/output-Benchmark-trainonly-v1/n11/ctgan/ctgan-n11-20260521_094751/models_300epochs/ctgan_300epochs.pt")

SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_094751/bo_combo.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0ae20264ccfea317197de78adee3cc9e12bdab07f4b1b6400c9d41813d57c36d
+size 242

SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_094751/ctgan-n11-15215-20260521_095923.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dcee1b20702ad931d400ceacb678d85b16948738e153577c12fbad363a61bd68
+size 2878607

SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_094751/ctgan_metadata.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:600119beca783dcd77c3bd4873a4dc3b4c207ab14bb1fceeb482b78deec4e45d
+size 726

SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_094751/gen_20260521_095923.log

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:895a6ba4319ede720a3ea5519aaa71b86fe5bc6c9a20e7ffa4b0880fc9bdf46a
+size 302

SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_094751/input_snapshot.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:13f8b938efdb85281245fdd36e9bd0daedb563df2c8ab49b2a99cb37f1500fbf
+size 1358

SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_094751/models_300epochs/ctgan_300epochs.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:68e28391c302bb4def8fbe8be862293b74f36718979d6f3236d76dcf236857a0
+size 1037923

SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_094751/models_300epochs/train_20260521_094751.log

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e9a75df20b34288d1f47eae54bbf60407db21de43cd5d7d22fd1bb7cffc37348
+size 58542

SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_094751/public_gate/normalized_schema_snapshot.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:68c3209b66f9891477ccb430a3d02e3a299eb9c1a2d045bbf528bdfeb8de4fb0
+size 5283

SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_094751/public_gate/public_gate_report.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6336138aac04ffe8bd9b1596f9d11556e4417d85ddb950dd20c9532ef6b9fd80
+size 915

SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_094751/public_gate/staged_input_manifest.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d71fb46dffc612a130143c4fe7870aaa62811ccb18e954cb3be831b028574c4a
+size 6079

SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_094751/run_config.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:63b44c4ee3aeaaa050cc01545721e2131306a63df795daf4b0a4aff467a800db
+size 2472

SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_094751/runtime_result.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:68dbf0b1810f5753ea1b7421e6c540bef859a5ebb9841fe3ed488410dafca4b3
+size 911

SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_094751/staged/ctgan/adapter_report.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:314ac073159e652d875dedeba28b3fea7e62b3d956e705f77ce5e7897d3f33b1
+size 317

SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_094751/staged/ctgan/adapter_transforms_applied.json

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

SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_094751/staged/ctgan/model_input_manifest.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cb716118fd7044f3284c4f6c194a59d6dbda7eb8b93762f6441b288d99369b17
+size 6272

SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_094751/staged/public/staged_features.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7ea5e7a5363e366f12e9794c57325c7f28e71ef584464c2f78fa67b80eca9a82
+size 1025

SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_094751/staged/public/test.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bf4e935f84569b849b662718eaa19be605037d46a5f7391f164728d6d9c3bb50
+size 148017

SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_094751/staged/public/train.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3ab621ac8239797506ce800c1409422452b8127da93add91dd9e6d63ddeec6f7
+size 1182326

SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_094751/staged/public/val.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:374e44edf25e58ca37eabbef0485c98cecdbdfa9d24da738937f404840bfad44
+size 147784

SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_100044/_ctgan_generate.py

@@ -0,0 +1,18 @@
+import sys
+sys.path.insert(0, "/work")
+from src.SpecificModels.ctgan_rdt_inverse_fix import apply_ctgan_inverse_fix
+apply_ctgan_inverse_fix()
+import pandas as pd
+from ctgan.synthesizers.ctgan import CTGAN
+model = CTGAN.load("/work/output-Benchmark-trainonly-v1/n11/ctgan/ctgan-n11-20260521_100044/models_350epochs/ctgan_350epochs.pt")
+total = 15215
+chunk = min(50000, total) if total > 50000 else total
+parts = []
+left = total
+while left > 0:
+    take = min(chunk, left)
+    parts.append(model.sample(take))
+    left -= take
+sampled = pd.concat(parts, ignore_index=True) if len(parts) > 1 else parts[0]
+sampled.to_csv("/work/output-Benchmark-trainonly-v1/n11/ctgan/ctgan-n11-20260521_100044/ctgan-n11-15215-20260521_105221.csv", index=False)
+print("[CTGAN] Generated", total, "rows in", len(parts), "chunks ->", "/work/output-Benchmark-trainonly-v1/n11/ctgan/ctgan-n11-20260521_100044/ctgan-n11-15215-20260521_105221.csv")

SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_100044/_ctgan_train.py

@@ -0,0 +1,17 @@
+import pandas as pd
+from ctgan.synthesizers.ctgan import CTGAN
+
+data = pd.read_csv("/work/output-Benchmark-trainonly-v1/n11/ctgan/ctgan-n11-20260521_100044/staged/public/train.csv")
+discrete_columns = ['g']
+model = CTGAN(
+    embedding_dim=32,
+    generator_dim=(256, 256),
+    discriminator_dim=(256, 256),
+    batch_size=64,
+    pac=1,
+    epochs=350,
+    verbose=True,
+)
+model.fit(data, discrete_columns)
+model.save("/work/output-Benchmark-trainonly-v1/n11/ctgan/ctgan-n11-20260521_100044/models_350epochs/ctgan_350epochs.pt")
+print("[CTGAN] Saved model ->", "/work/output-Benchmark-trainonly-v1/n11/ctgan/ctgan-n11-20260521_100044/models_350epochs/ctgan_350epochs.pt")

SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_100044/bo_combo.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f8b884f96618ac49250e92f171b694d0287ce94b086f1683d294f7824c368568
+size 223

SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_100044/ctgan-n11-15215-20260521_105221.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8680c0107921c9a4cab2e108b3b9812fc52743c3df7a91acc2c490a0aef2969d
+size 2888174

SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_100044/ctgan_metadata.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:600119beca783dcd77c3bd4873a4dc3b4c207ab14bb1fceeb482b78deec4e45d
+size 726

SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_100044/gen_20260521_105221.log

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:17b517cb8016566de31dbce943385f2b1d1dea78a6e2289d27108f537f34c3cc
+size 302

SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_100044/input_snapshot.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:13f8b938efdb85281245fdd36e9bd0daedb563df2c8ab49b2a99cb37f1500fbf
+size 1358

SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_100044/models_350epochs/ctgan_350epochs.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b5144491698bd3ac0e6a8bd11e3c086bb2cca865bcafd186f976ef999f6637b2
+size 1079267

SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_100044/models_350epochs/train_20260521_100044.log

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:31dabb99103cb79d654ae749a7fae7495a0e305fa1fb2223ea4db5e9d228f9d9
+size 67900

SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_100044/public_gate/normalized_schema_snapshot.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:68c3209b66f9891477ccb430a3d02e3a299eb9c1a2d045bbf528bdfeb8de4fb0
+size 5283

SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_100044/public_gate/public_gate_report.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6336138aac04ffe8bd9b1596f9d11556e4417d85ddb950dd20c9532ef6b9fd80
+size 915

SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_100044/public_gate/staged_input_manifest.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1cb4f9b20f1c1e76560c3160a2950c5e9922fb78dd126d04fdc9db121af465a7
+size 6079

SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_100044/run_config.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cb14be78e1f3ca41e4272789e19de3ddb9f333f47695464b19fcae8eba58979a
+size 2463

SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_100044/runtime_result.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:735652f451ef9d93a54303a2d14020fafa811f853d77b141f028804dae839f0a
+size 912

SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_100044/staged/ctgan/adapter_report.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:111506f7cc476c9d46972bb66d6eea4621b0d2cf34cdcbe6bd43959aad68f4ca
+size 317

SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_100044/staged/ctgan/adapter_transforms_applied.json

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

SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_100044/staged/ctgan/model_input_manifest.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f8820c0e9bed753a05ad7650e839253ac36c43e04ea0327b7ce29cbba23d4a70
+size 6272

SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_100044/staged/public/staged_features.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7ea5e7a5363e366f12e9794c57325c7f28e71ef584464c2f78fa67b80eca9a82
+size 1025

SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_100044/staged/public/test.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bf4e935f84569b849b662718eaa19be605037d46a5f7391f164728d6d9c3bb50
+size 148017

SynthData0523/hyper_parameter_tuning/n11/ctgan/runs/ctgan-n11-20260521_100044/staged/public/train.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3ab621ac8239797506ce800c1409422452b8127da93add91dd9e6d63ddeec6f7
+size 1182326