Resume SynthData0523 main/c4 batch 2

.gitattributes

@@ -4325,3 +4325,36 @@ SynthData0523/main/c4/ctgan/ctgan-c4-20260321_062012/ctgan-c4-1000-20260321_0623
 SynthData0523/main/c4/ctgan/ctgan-c4-20260321_062012/ctgan-c4-2557-20260330_065246.csv filter=lfs diff=lfs merge=lfs -text
 SynthData0523/main/c4/ctgan/ctgan-c4-20260321_062012/models_300epochs/ctgan_300epochs.pt filter=lfs diff=lfs merge=lfs -text
 SynthData0523/main/c4/ctgan/ctgan-c4-20260321_062012/models_300epochs/train_20260321_062012.log filter=lfs diff=lfs merge=lfs -text
+SynthData0523/main/c4/ctgan/ctgan-c4-20260321_062012/staged/public/test.csv filter=lfs diff=lfs merge=lfs -text
+SynthData0523/main/c4/ctgan/ctgan-c4-20260321_062012/staged/public/train.csv filter=lfs diff=lfs merge=lfs -text
+SynthData0523/main/c4/ctgan/ctgan-c4-20260321_062012/staged/public/val.csv filter=lfs diff=lfs merge=lfs -text
+SynthData0523/main/c4/forestdiffusion/forest-c4-20260510_204828/_fd_X_host.npy filter=lfs diff=lfs merge=lfs -text
+SynthData0523/main/c4/forestdiffusion/forest-c4-20260510_204828/_fd_meta_host.json filter=lfs diff=lfs merge=lfs -text
+SynthData0523/main/c4/forestdiffusion/forest-c4-20260510_204828/forest-c4-2557-20260510_204830.csv filter=lfs diff=lfs merge=lfs -text
+SynthData0523/main/c4/forestdiffusion/forest-c4-20260510_204828/forestdiffusion_model.joblib filter=lfs diff=lfs merge=lfs -text
+SynthData0523/main/c4/forestdiffusion/forest-c4-20260510_204828/gen_20260510_204830.log filter=lfs diff=lfs merge=lfs -text
+SynthData0523/main/c4/forestdiffusion/forest-c4-20260510_204828/input_snapshot.json filter=lfs diff=lfs merge=lfs -text
+SynthData0523/main/c4/forestdiffusion/forest-c4-20260510_204828/models_fd/model.joblib filter=lfs diff=lfs merge=lfs -text
+SynthData0523/main/c4/forestdiffusion/forest-c4-20260510_204828/public_gate/normalized_schema_snapshot.json filter=lfs diff=lfs merge=lfs -text
+SynthData0523/main/c4/forestdiffusion/forest-c4-20260510_204828/public_gate/public_gate_report.json filter=lfs diff=lfs merge=lfs -text
+SynthData0523/main/c4/forestdiffusion/forest-c4-20260510_204828/public_gate/staged_input_manifest.json filter=lfs diff=lfs merge=lfs -text
+SynthData0523/main/c4/forestdiffusion/forest-c4-20260510_204828/run_config.json filter=lfs diff=lfs merge=lfs -text
+SynthData0523/main/c4/forestdiffusion/forest-c4-20260510_204828/runtime_result.json filter=lfs diff=lfs merge=lfs -text
+SynthData0523/main/c4/forestdiffusion/forest-c4-20260510_204828/staged/forestdiffusion/adapter_report.json filter=lfs diff=lfs merge=lfs -text
+SynthData0523/main/c4/forestdiffusion/forest-c4-20260510_204828/staged/forestdiffusion/adapter_transforms_applied.json filter=lfs diff=lfs merge=lfs -text
+SynthData0523/main/c4/forestdiffusion/forest-c4-20260510_204828/staged/forestdiffusion/model_input_manifest.json filter=lfs diff=lfs merge=lfs -text
+SynthData0523/main/c4/forestdiffusion/forest-c4-20260510_204828/staged/public/staged_features.json filter=lfs diff=lfs merge=lfs -text
+SynthData0523/main/c4/forestdiffusion/forest-c4-20260510_204828/staged/public/test.csv filter=lfs diff=lfs merge=lfs -text
+SynthData0523/main/c4/forestdiffusion/forest-c4-20260510_204828/staged/public/train.csv filter=lfs diff=lfs merge=lfs -text
+SynthData0523/main/c4/forestdiffusion/forest-c4-20260510_204828/staged/public/val.csv filter=lfs diff=lfs merge=lfs -text
+SynthData0523/main/c4/forestdiffusion/forest-c4-20260510_204828/train_20260510_204828.log filter=lfs diff=lfs merge=lfs -text
+SynthData0523/main/c4/realtabformer/rtf-c4-20260328_055837/gen_20260328_094311.log filter=lfs diff=lfs merge=lfs -text
+SynthData0523/main/c4/realtabformer/rtf-c4-20260328_055837/gen_20260418_073619.log filter=lfs diff=lfs merge=lfs -text
+SynthData0523/main/c4/realtabformer/rtf-c4-20260328_055837/gen_20260418_073819.log filter=lfs diff=lfs merge=lfs -text
+SynthData0523/main/c4/realtabformer/rtf-c4-20260328_055837/gen_20260418_074424.log filter=lfs diff=lfs merge=lfs -text
+SynthData0523/main/c4/realtabformer/rtf-c4-20260328_055837/gen_20260418_082734.log filter=lfs diff=lfs merge=lfs -text
+SynthData0523/main/c4/realtabformer/rtf-c4-20260328_055837/models_100epochs/id000017746621841651363840/rtf_model.pt filter=lfs diff=lfs merge=lfs -text
+SynthData0523/main/c4/realtabformer/rtf-c4-20260328_055837/rtf-c4-1000-20260328_094311.csv filter=lfs diff=lfs merge=lfs -text
+SynthData0523/main/c4/realtabformer/rtf-c4-20260328_055837/rtf-c4-2557-20260418_073819.csv filter=lfs diff=lfs merge=lfs -text
+SynthData0523/main/c4/realtabformer/rtf-c4-20260328_055837/rtf-c4-2557-20260418_074424.csv filter=lfs diff=lfs merge=lfs -text
+SynthData0523/main/c4/realtabformer/rtf-c4-20260328_055837/rtf-c4-2557-20260418_082734.csv filter=lfs diff=lfs merge=lfs -text

SynthData0523/main/c4/ctgan/ctgan-c4-20260321_062012/public_gate/public_gate_report.json

@@ -0,0 +1,37 @@
+{
+  "dataset_id": "c4",
+  "status": "pass",
+  "checks": [
+    {
+      "check_id": "PG001_csv_parse_ok",
+      "status": "pass"
+    },
+    {
+      "check_id": "PG002_split_header_consistent",
+      "status": "pass"
+    },
+    {
+      "check_id": "PG003_profile_header_match",
+      "status": "pass"
+    },
+    {
+      "check_id": "PG004_missing_token_normalized",
+      "status": "pass"
+    },
+    {
+      "check_id": "PG005_semantic_type_validated",
+      "status": "pass"
+    },
+    {
+      "check_id": "PG006_target_defined_and_valid",
+      "status": "pass"
+    }
+  ],
+  "target_column": "class",
+  "task_type": "classification",
+  "input_splits": {
+    "train": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/c4/c4-train.csv",
+    "val": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/c4/c4-val.csv",
+    "test": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/c4/c4-test.csv"
+  }
+}

SynthData0523/main/c4/ctgan/ctgan-c4-20260321_062012/public_gate/staged_input_manifest.json

@@ -0,0 +1,679 @@
+{
+  "dataset_id": "c4",
+  "target_column": "class",
+  "task_type": "classification",
+  "train_csv": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c4/ctgan/ctgan-c4-20260321_062012/staged/public/train.csv",
+  "val_csv": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c4/ctgan/ctgan-c4-20260321_062012/staged/public/val.csv",
+  "test_csv": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c4/ctgan/ctgan-c4-20260321_062012/staged/public/test.csv",
+  "features_json": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c4/ctgan/ctgan-c4-20260321_062012/staged/public/staged_features.json",
+  "public_gate_report": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c4/ctgan/ctgan-c4-20260321_062012/public_gate/public_gate_report.json",
+  "column_schema": [
+    {
+      "name": "bkblk",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "bknwy",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "bkon8",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "bkona",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "bkspr",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "bkxbq",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "bkxcr",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "bkxwp",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "blxwp",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "bxqsq",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "cntxt",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "dsopp",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "dwipd",
+      "role": "feature",
+      "semantic_type": "categorical",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "l",
+          "g"
+        ]
+      }
+    },
+    {
+      "name": "hdchk",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "katri",
+      "role": "feature",
+      "semantic_type": "categorical",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 3,
+        "unique_ratio": 0.001173,
+        "example_values": [
+          "n",
+          "w",
+          "b"
+        ]
+      }
+    },
+    {
+      "name": "mulch",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "qxmsq",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "r2ar8",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "t",
+          "f"
+        ]
+      }
+    },
+    {
+      "name": "reskd",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "reskr",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "rimmx",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "rkxwp",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "rxmsq",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "simpl",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "skach",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "skewr",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "t",
+          "f"
+        ]
+      }
+    },
+    {
+      "name": "skrxp",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "spcop",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "stlmt",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "thrsk",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "wkcti",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "wkna8",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "wknck",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "wkovl",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "t",
+          "f"
+        ]
+      }
+    },
+    {
+      "name": "wkpos",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "t",
+          "f"
+        ]
+      }
+    },
+    {
+      "name": "wtoeg",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "n",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "class",
+      "role": "target",
+      "semantic_type": "categorical",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "won",
+          "nowin"
+        ]
+      }
+    }
+  ]
+}

SynthData0523/main/c4/ctgan/ctgan-c4-20260321_062012/runtime_result.json

@@ -0,0 +1,14 @@
+{
+  "dataset_id": "c4",
+  "model": "ctgan",
+  "run_id": "ctgan-c4-20260321_062012",
+  "public_gate_status": "pass",
+  "adapter_ready_status": "pass",
+  "train_status": "skipped",
+  "generate_status": "success",
+  "reason_code": null,
+  "reason_detail": null,
+  "artifacts": {
+    "synthetic_csv": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c4/ctgan/ctgan-c4-20260321_062012/ctgan-c4-2557-20260330_065246.csv"
+  }
+}

SynthData0523/main/c4/ctgan/ctgan-c4-20260321_062012/staged/ctgan/adapter_report.json

@@ -0,0 +1,7 @@
+{
+  "adapter_ready_status": "pass",
+  "adapter_fail_reason_code": null,
+  "adapter_fail_detail": null,
+  "adapter_transforms_applied": [],
+  "model_input_manifest": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c4/ctgan/ctgan-c4-20260321_062012/staged/ctgan/model_input_manifest.json"
+}

SynthData0523/main/c4/ctgan/ctgan-c4-20260321_062012/staged/ctgan/adapter_transforms_applied.json

@@ -0,0 +1 @@
+[]

SynthData0523/main/c4/ctgan/ctgan-c4-20260321_062012/staged/ctgan/model_input_manifest.json

@@ -0,0 +1,681 @@
+{
+  "dataset_id": "c4",
+  "model": "ctgan",
+  "target_column": "class",
+  "task_type": "classification",
+  "column_schema": [
+    {
+      "name": "bkblk",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "bknwy",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "bkon8",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "bkona",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "bkspr",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "bkxbq",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "bkxcr",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "bkxwp",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "blxwp",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "bxqsq",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "cntxt",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "dsopp",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "dwipd",
+      "role": "feature",
+      "semantic_type": "categorical",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "l",
+          "g"
+        ]
+      }
+    },
+    {
+      "name": "hdchk",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "katri",
+      "role": "feature",
+      "semantic_type": "categorical",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 3,
+        "unique_ratio": 0.001173,
+        "example_values": [
+          "n",
+          "w",
+          "b"
+        ]
+      }
+    },
+    {
+      "name": "mulch",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "qxmsq",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "r2ar8",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "t",
+          "f"
+        ]
+      }
+    },
+    {
+      "name": "reskd",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "reskr",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "rimmx",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "rkxwp",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "rxmsq",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "simpl",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "skach",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "skewr",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "t",
+          "f"
+        ]
+      }
+    },
+    {
+      "name": "skrxp",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "spcop",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "stlmt",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "thrsk",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "wkcti",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "wkna8",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "wknck",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "wkovl",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "t",
+          "f"
+        ]
+      }
+    },
+    {
+      "name": "wkpos",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "t",
+          "f"
+        ]
+      }
+    },
+    {
+      "name": "wtoeg",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "n",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "class",
+      "role": "target",
+      "semantic_type": "categorical",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "won",
+          "nowin"
+        ]
+      }
+    }
+  ],
+  "public_manifest": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c4/ctgan/ctgan-c4-20260321_062012/public_gate/staged_input_manifest.json",
+  "train_csv": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c4/ctgan/ctgan-c4-20260321_062012/staged/public/train.csv",
+  "val_csv": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c4/ctgan/ctgan-c4-20260321_062012/staged/public/val.csv",
+  "test_csv": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c4/ctgan/ctgan-c4-20260321_062012/staged/public/test.csv",
+  "features_json": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c4/ctgan/ctgan-c4-20260321_062012/staged/public/staged_features.json",
+  "public_gate_report": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c4/ctgan/ctgan-c4-20260321_062012/public_gate/public_gate_report.json"
+}

SynthData0523/main/c4/ctgan/ctgan-c4-20260321_062012/staged/public/staged_features.json

@@ -0,0 +1,187 @@
+[
+  {
+    "feature_name": "bkblk",
+    "data_type": "binary",
+    "is_target": false
+  },
+  {
+    "feature_name": "bknwy",
+    "data_type": "binary",
+    "is_target": false
+  },
+  {
+    "feature_name": "bkon8",
+    "data_type": "binary",
+    "is_target": false
+  },
+  {
+    "feature_name": "bkona",
+    "data_type": "binary",
+    "is_target": false
+  },
+  {
+    "feature_name": "bkspr",
+    "data_type": "binary",
+    "is_target": false
+  },
+  {
+    "feature_name": "bkxbq",
+    "data_type": "binary",
+    "is_target": false
+  },
+  {
+    "feature_name": "bkxcr",
+    "data_type": "binary",
+    "is_target": false
+  },
+  {
+    "feature_name": "bkxwp",
+    "data_type": "binary",
+    "is_target": false
+  },
+  {
+    "feature_name": "blxwp",
+    "data_type": "binary",
+    "is_target": false
+  },
+  {
+    "feature_name": "bxqsq",
+    "data_type": "binary",
+    "is_target": false
+  },
+  {
+    "feature_name": "cntxt",
+    "data_type": "binary",
+    "is_target": false
+  },
+  {
+    "feature_name": "dsopp",
+    "data_type": "binary",
+    "is_target": false
+  },
+  {
+    "feature_name": "dwipd",
+    "data_type": "categorical",
+    "is_target": false
+  },
+  {
+    "feature_name": "hdchk",
+    "data_type": "binary",
+    "is_target": false
+  },
+  {
+    "feature_name": "katri",
+    "data_type": "categorical",
+    "is_target": false
+  },
+  {
+    "feature_name": "mulch",
+    "data_type": "binary",
+    "is_target": false
+  },
+  {
+    "feature_name": "qxmsq",
+    "data_type": "binary",
+    "is_target": false
+  },
+  {
+    "feature_name": "r2ar8",
+    "data_type": "binary",
+    "is_target": false
+  },
+  {
+    "feature_name": "reskd",
+    "data_type": "binary",
+    "is_target": false
+  },
+  {
+    "feature_name": "reskr",
+    "data_type": "binary",
+    "is_target": false
+  },
+  {
+    "feature_name": "rimmx",
+    "data_type": "binary",
+    "is_target": false
+  },
+  {
+    "feature_name": "rkxwp",
+    "data_type": "binary",
+    "is_target": false
+  },
+  {
+    "feature_name": "rxmsq",
+    "data_type": "binary",
+    "is_target": false
+  },
+  {
+    "feature_name": "simpl",
+    "data_type": "binary",
+    "is_target": false
+  },
+  {
+    "feature_name": "skach",
+    "data_type": "binary",
+    "is_target": false
+  },
+  {
+    "feature_name": "skewr",
+    "data_type": "binary",
+    "is_target": false
+  },
+  {
+    "feature_name": "skrxp",
+    "data_type": "binary",
+    "is_target": false
+  },
+  {
+    "feature_name": "spcop",
+    "data_type": "binary",
+    "is_target": false
+  },
+  {
+    "feature_name": "stlmt",
+    "data_type": "binary",
+    "is_target": false
+  },
+  {
+    "feature_name": "thrsk",
+    "data_type": "binary",
+    "is_target": false
+  },
+  {
+    "feature_name": "wkcti",
+    "data_type": "binary",
+    "is_target": false
+  },
+  {
+    "feature_name": "wkna8",
+    "data_type": "binary",
+    "is_target": false
+  },
+  {
+    "feature_name": "wknck",
+    "data_type": "binary",
+    "is_target": false
+  },
+  {
+    "feature_name": "wkovl",
+    "data_type": "binary",
+    "is_target": false
+  },
+  {
+    "feature_name": "wkpos",
+    "data_type": "binary",
+    "is_target": false
+  },
+  {
+    "feature_name": "wtoeg",
+    "data_type": "binary",
+    "is_target": false
+  },
+  {
+    "feature_name": "class",
+    "data_type": "categorical",
+    "is_target": true
+  }
+]

SynthData0523/main/c4/ctgan/ctgan-c4-20260321_062012/staged/public/test.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d0025753653c2b6aa73ac4dbaca5f0aab6b2834bfbab5aacee09a0a06b503f0c
+size 24846

SynthData0523/main/c4/ctgan/ctgan-c4-20260321_062012/staged/public/train.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:740abc2572f84132936c56aec13d8876c3f878fd131d8f6b6f339195f09d0036
+size 197004

SynthData0523/main/c4/ctgan/ctgan-c4-20260321_062012/staged/public/val.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:615716822f945c50a8f7c105fe3fbde1cc0bf29b057e0274f36c6f3256b55316
+size 24766

SynthData0523/main/c4/forestdiffusion/forest-c4-20260510_204828/_fd_X_host.npy

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e794179fed0c3687b848213d44e032a3e33b4023229518cd49d24bbc3de9028d
+size 151680

SynthData0523/main/c4/forestdiffusion/forest-c4-20260510_204828/_fd_gen.py

@@ -0,0 +1,8 @@
+
+import joblib, pandas as pd
+m, meta = joblib.load(r'/work/output-Benchmark-trainonly-v1/c4/forestdiffusion/forest-c4-20260510_204828/forestdiffusion_model.joblib')
+# generate：batch_size 为样本数
+arr = m.generate(batch_size=int(2557))
+df = pd.DataFrame(arr, columns=meta["column_names"])
+df.to_csv(r'/work/output-Benchmark-trainonly-v1/c4/forestdiffusion/forest-c4-20260510_204828/forest-c4-2557-20260510_204830.csv', index=False)
+print("saved", len(df))

SynthData0523/main/c4/forestdiffusion/forest-c4-20260510_204828/_fd_meta_host.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:227c2db87750413f68a3d9b29d0ec01899712314270c64a5d85ae9a2649bb366
+size 498

SynthData0523/main/c4/forestdiffusion/forest-c4-20260510_204828/_fd_train.py

@@ -0,0 +1,36 @@
+
+import os, shutil, json
+with open('/tmp/pgrep', 'w') as _f:
+    _f.write("#!/usr/bin/env python3\n")
+    _f.write("import subprocess, sys\n")
+    _f.write("ppid = sys.argv[-1]\n")
+    _f.write("out = subprocess.check_output(['ps', '-o', 'pid=', '--ppid', str(ppid)], text=True)\n")
+    _f.write("print(out, end='')\n")
+os.chmod('/tmp/pgrep', 0o755)
+os.environ['PATH'] = '/tmp:' + os.environ.get('PATH', '')
+shutil.copy(r'/work/output-Benchmark-trainonly-v1/c4/forestdiffusion/forest-c4-20260510_204828/_fd_X_host.npy', '/tmp/fd_X.npy')
+with open(r'/work/output-Benchmark-trainonly-v1/c4/forestdiffusion/forest-c4-20260510_204828/_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"]
+print(
+    "[ForestDiffusion] train config: "
+    f"rows={X.shape[0]} cols={X.shape[1]} n_t=2 "
+    f"n_estimators=1 duplicate_K=1 n_jobs=1 "
+    f"max_depth=2 xgb_verbosity=0 xgb_nthread=1",
+    flush=True,
+)
+m = ForestDiffusionModel(
+    X, n_t=2, n_estimators=1, duplicate_K=1, n_jobs=1,
+    model="xgboost", max_depth=2, tree_method="hist", cat_indexes=cat_indexes,
+    verbosity=0, nthread=1,
+)
+joblib.dump((m, meta), "/tmp/fd_model.joblib")
+print("ForestDiffusion train OK")
+
+shutil.copy('/tmp/fd_model.joblib', r'/work/output-Benchmark-trainonly-v1/c4/forestdiffusion/forest-c4-20260510_204828/forestdiffusion_model.joblib')

SynthData0523/main/c4/forestdiffusion/forest-c4-20260510_204828/forest-c4-2557-20260510_204830.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:20a77266a644c40e46e40f1b038af24cacefa082f278168ca668b3c62fe8f479
+size 196982

SynthData0523/main/c4/forestdiffusion/forest-c4-20260510_204828/forestdiffusion_model.joblib

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f590fc923dd200930246695c333ea45ad7e94c5e50a7d8f7602fe62a80f81586
+size 393776

SynthData0523/main/c4/forestdiffusion/forest-c4-20260510_204828/gen_20260510_204830.log

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:47d0c7cf533c7411bdafaa894e116340a32f4b6baa164d5cb9e9a8b83ea473ba
+size 294

SynthData0523/main/c4/forestdiffusion/forest-c4-20260510_204828/input_snapshot.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0542922875c326614cbbe8cd2a0a03a58cfeb3b7130ee6f51e0b418c383b6a23
+size 1356

SynthData0523/main/c4/forestdiffusion/forest-c4-20260510_204828/models_fd/model.joblib

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f590fc923dd200930246695c333ea45ad7e94c5e50a7d8f7602fe62a80f81586
+size 393776

SynthData0523/main/c4/forestdiffusion/forest-c4-20260510_204828/public_gate/normalized_schema_snapshot.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dd215e2b568b51c89131bc82ae10e581ce201a81c969236f2fad5e62f9fd5d8d
+size 14899

SynthData0523/main/c4/forestdiffusion/forest-c4-20260510_204828/public_gate/public_gate_report.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:740db0868dc2310e1254a747feb3072fcadc901fd3789ea258992b0ae8782c83
+size 912

SynthData0523/main/c4/forestdiffusion/forest-c4-20260510_204828/public_gate/staged_input_manifest.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4800706b90bcce557da89ad69ae38b435e0c51e59dfce2a132f436062e9f3aa6
+size 15740

SynthData0523/main/c4/forestdiffusion/forest-c4-20260510_204828/run_config.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:386f7e3e13c96ceda275f97abc673817a5164c7d73f38c35caf9705c12172e6f
+size 2334

SynthData0523/main/c4/forestdiffusion/forest-c4-20260510_204828/runtime_result.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3b36088caacc45ac532d75ae552d1006d87dde88dffab790c37e59eadf273773
+size 921

SynthData0523/main/c4/forestdiffusion/forest-c4-20260510_204828/staged/forestdiffusion/adapter_report.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:41e63eee6cf296caf66c3e715217c9c0db8a232171232ac547961e247dc89ec8
+size 336

SynthData0523/main/c4/forestdiffusion/forest-c4-20260510_204828/staged/forestdiffusion/adapter_transforms_applied.json

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

SynthData0523/main/c4/forestdiffusion/forest-c4-20260510_204828/staged/forestdiffusion/model_input_manifest.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:238e68df9ee211a3f6f3e817767c762b46c9fb7837581923c96c8d57821f34bf
+size 15952

SynthData0523/main/c4/forestdiffusion/forest-c4-20260510_204828/staged/public/staged_features.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a87f218a78f746c6bac3b01a4eeecffa6d238b7d3a8a4ad195998463ac57f305
+size 3272

SynthData0523/main/c4/forestdiffusion/forest-c4-20260510_204828/staged/public/test.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d0025753653c2b6aa73ac4dbaca5f0aab6b2834bfbab5aacee09a0a06b503f0c
+size 24846

SynthData0523/main/c4/forestdiffusion/forest-c4-20260510_204828/staged/public/train.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:740abc2572f84132936c56aec13d8876c3f878fd131d8f6b6f339195f09d0036
+size 197004

SynthData0523/main/c4/forestdiffusion/forest-c4-20260510_204828/staged/public/val.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:615716822f945c50a8f7c105fe3fbde1cc0bf29b057e0274f36c6f3256b55316
+size 24766

SynthData0523/main/c4/forestdiffusion/forest-c4-20260510_204828/train_20260510_204828.log

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5517e4682d87584243c6401c5d542078ee0a7c52ab38c4e0965e05e5f81469bf
+size 444

SynthData0523/main/c4/realtabformer/rtf-c4-20260328_055837/gen_20260328_094311.log

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fa37c959526b6194d5ada44d706ef67efab65472813f893aa297abd9e62177a9
+size 793

SynthData0523/main/c4/realtabformer/rtf-c4-20260328_055837/gen_20260418_073619.log

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e86ced7757c4fe3e4eb31b920aed85ad41f76ea80e59fedae769f11a93fe1d10
+size 716

SynthData0523/main/c4/realtabformer/rtf-c4-20260328_055837/gen_20260418_073819.log

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e4654f03c49ade41fde0b546be216e81c1a8d56d146e0894f70bc0395da2fabd
+size 1608

SynthData0523/main/c4/realtabformer/rtf-c4-20260328_055837/gen_20260418_074424.log

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a29ee5d217a2b61787eca2908f7979986bac0d80481c5a021ecd3055cbf9b8e1
+size 1548

SynthData0523/main/c4/realtabformer/rtf-c4-20260328_055837/gen_20260418_082734.log

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:185b69cfbf509c26ea6be62841b43f367666b815ec2e45bdaf2317fb5dc4307a
+size 1674

SynthData0523/main/c4/realtabformer/rtf-c4-20260328_055837/input_snapshot.json

@@ -0,0 +1,36 @@
+{
+  "dataset_id": "c4",
+  "model": "realtabformer",
+  "inputs": {
+    "train_csv": {
+      "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/c4/c4-train.csv",
+      "exists": true,
+      "size": 199562,
+      "sha256": "d2fc1109f821f6d30a9a47b68564c66ffecf47fdb8f5991c431375cd4730dc1e"
+    },
+    "val_csv": {
+      "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/c4/c4-val.csv",
+      "exists": true,
+      "size": 25086,
+      "sha256": "63a14ee4484943b24ae1afb7f6227606b93362ab0438c2de944d98a3ed046314"
+    },
+    "test_csv": {
+      "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/c4/c4-test.csv",
+      "exists": true,
+      "size": 25167,
+      "sha256": "1a53620457339e504389c8f98fcd80f18c2759349bea4d6c4e27c961b9ddf3c5"
+    },
+    "profile_json": {
+      "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/artifacts/data_core/tabular/c4/c4-dataset_profile.json",
+      "exists": true,
+      "size": 11652,
+      "sha256": "4de70afb0b43c5b764ab2836a9130d4794ddca17d563e7eb01b906eda5d1b1cb"
+    },
+    "contract_json": {
+      "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/artifacts/data_core/tabular/c4/c4-dataset_contract_v1.json",
+      "exists": true,
+      "size": 15478,
+      "sha256": "3624cb48e8525efa2ca7b43cdc6abbe819ee307ec20fbd166ad929da1ff4d7f9"
+    }
+  }
+}

SynthData0523/main/c4/realtabformer/rtf-c4-20260328_055837/models_100epochs/id000017746621841651363840/rtf_config.json

@@ -0,0 +1 @@
+{"model_type": "tabular", "tabular_config": {"add_cross_attention": false, "tie_word_embeddings": true, "vocab_size": 86, "n_positions": 1024, "n_embd": 768, "n_layer": 6, "n_head": 12, "n_inner": null, "activation_function": "gelu_new", "resid_pdrop": 0.1, "embd_pdrop": 0.1, "attn_pdrop": 0.1, "layer_norm_epsilon": 1e-05, "initializer_range": 0.02, "summary_type": "cls_index", "summary_use_proj": true, "summary_activation": null, "summary_first_dropout": 0.1, "summary_proj_to_labels": true, "scale_attn_weights": true, "use_cache": false, "scale_attn_by_inverse_layer_idx": false, "reorder_and_upcast_attn": false, "bos_token_id": 5, "eos_token_id": 6, "pad_token_id": null, "return_dict": true, "output_hidden_states": false, "dtype": "float32", "chunk_size_feed_forward": 0, "is_encoder_decoder": false, "architectures": ["GPT2LMHeadModel"], "id2label": {"0": "LABEL_0", "1": "LABEL_1"}, "label2id": {"LABEL_0": 0, "LABEL_1": 1}, "problem_type": null, "_name_or_path": "", "transformers_version": "5.0.0", "model_type": "gpt2", "output_attentions": false}, "checkpoints_dir": "rtf_checkpoints", "samples_save_dir": "rtf_samples", "full_save_dir": "rtf_full_save", "epochs": 100, "batch_size": 8, "early_stopping_patience": 5, "early_stopping_threshold": 0, "training_args_kwargs": {"eval_strategy": "no", "output_dir": "rtf_checkpoints", "metric_for_best_model": "loss", "num_train_epochs": 100, "per_device_train_batch_size": 8, "per_device_eval_batch_size": 8, "gradient_accumulation_steps": 4, "remove_unused_columns": true, "logging_steps": 100, "save_steps": 100, "eval_steps": 100, "load_best_model_at_end": false, "save_total_limit": 6, "optim": "adamw_torch"}, "train_size": 1, "mask_rate": 0, "columns": ["bkblk", "bknwy", "bkon8", "bkona", "bkspr", "bkxbq", "bkxcr", "bkxwp", "blxwp", "bxqsq", "cntxt", "dsopp", "dwipd", "hdchk", "katri", "mulch", "qxmsq", "r2ar8", "reskd", "reskr", "rimmx", "rkxwp", "rxmsq", "simpl", "skach", "skewr", "skrxp", "spcop", "stlmt", "thrsk", "wkcti", "wkna8", "wknck", "wkovl", "wkpos", "wtoeg", "class"], "column_dtypes": {"bkblk": "object", "bknwy": "object", "bkon8": "object", "bkona": "object", "bkspr": "object", "bkxbq": "object", "bkxcr": "object", "bkxwp": "object", "blxwp": "object", "bxqsq": "object", "cntxt": "object", "dsopp": "object", "dwipd": "object", "hdchk": "object", "katri": "object", "mulch": "object", "qxmsq": "object", "r2ar8": "object", "reskd": "object", "reskr": "object", "rimmx": "object", "rkxwp": "object", "rxmsq": "object", "simpl": "object", "skach": "object", "skewr": "object", "skrxp": "object", "spcop": "object", "stlmt": "object", "thrsk": "object", "wkcti": "object", "wkna8": "object", "wknck": "object", "wkovl": "object", "wkpos": "object", "wtoeg": "object", "class": "object"}, "column_has_missing": {"bkblk": false, "bknwy": false, "bkon8": false, "bkona": false, "bkspr": false, "bkxbq": false, "bkxcr": false, "bkxwp": false, "blxwp": false, "bxqsq": false, "cntxt": false, "dsopp": false, "dwipd": false, "hdchk": false, "katri": false, "mulch": false, "qxmsq": false, "r2ar8": false, "reskd": false, "reskr": false, "rimmx": false, "rkxwp": false, "rxmsq": false, "simpl": false, "skach": false, "skewr": false, "skrxp": false, "spcop": false, "stlmt": false, "thrsk": false, "wkcti": false, "wkna8": false, "wknck": false, "wkovl": false, "wkpos": false, "wtoeg": false, "class": false}, "drop_na_cols": ["bkblk", "bknwy", "bkon8", "bkona", "bkspr", "bkxbq", "bkxcr", "bkxwp", "blxwp", "bxqsq", "cntxt", "dsopp", "dwipd", "hdchk", "katri", "mulch", "qxmsq", "r2ar8", "reskd", "reskr", "rimmx", "rkxwp", "rxmsq", "simpl", "skach", "skewr", "skrxp", "spcop", "stlmt", "thrsk", "wkcti", "wkna8", "wknck", "wkovl", "wkpos", "wtoeg", "class"], "processed_columns": ["00___CATEGORICAL___bkblk", "01___CATEGORICAL___bknwy", "02___CATEGORICAL___bkon8", "03___CATEGORICAL___bkona", "04___CATEGORICAL___bkspr", "05___CATEGORICAL___bkxbq", "06___CATEGORICAL___bkxcr", "07___CATEGORICAL___bkxwp", "08___CATEGORICAL___blxwp", "09___CATEGORICAL___bxqsq", "10___CATEGORICAL___cntxt", "11___CATEGORICAL___dsopp", "12___CATEGORICAL___dwipd", "13___CATEGORICAL___hdchk", "14___CATEGORICAL___katri", "15___CATEGORICAL___mulch", "16___CATEGORICAL___qxmsq", "17___CATEGORICAL___r2ar8", "18___CATEGORICAL___reskd", "19___CATEGORICAL___reskr", "20___CATEGORICAL___rimmx", "21___CATEGORICAL___rkxwp", "22___CATEGORICAL___rxmsq", "23___CATEGORICAL___simpl", "24___CATEGORICAL___skach", "25___CATEGORICAL___skewr", "26___CATEGORICAL___skrxp", "27___CATEGORICAL___spcop", "28___CATEGORICAL___stlmt", "29___CATEGORICAL___thrsk", "30___CATEGORICAL___wkcti", "31___CATEGORICAL___wkna8", "32___CATEGORICAL___wknck", "33___CATEGORICAL___wkovl", "34___CATEGORICAL___wkpos", "35___CATEGORICAL___wtoeg", "36___CATEGORICAL___class"], "numeric_columns": [], "datetime_columns": [], "vocab": {"id2token": {"0": "[UNK]", "1": "[SEP]", "2": "[PAD]", "3": "[CLS]", "4": "[MASK]", "5": "[BOS]", "6": "[EOS]", "7": "[BMEM]", "8": "[EMEM]", "9": "[RMASK]", "10": "[SPTYPE]", "11": "00___CATEGORICAL___bkblk___f", "12": "00___CATEGORICAL___bkblk___t", "13": "01___CATEGORICAL___bknwy___f", "14": "01___CATEGORICAL___bknwy___t", "15": "02___CATEGORICAL___bkon8___f", "16": "02___CATEGORICAL___bkon8___t", "17": "03___CATEGORICAL___bkona___f", "18": "03___CATEGORICAL___bkona___t", "19": "04___CATEGORICAL___bkspr___f", "20": "04___CATEGORICAL___bkspr___t", "21": "05___CATEGORICAL___bkxbq___f", "22": "05___CATEGORICAL___bkxbq___t", "23": "06___CATEGORICAL___bkxcr___f", "24": "06___CATEGORICAL___bkxcr___t", "25": "07___CATEGORICAL___bkxwp___f", "26": "07___CATEGORICAL___bkxwp___t", "27": "08___CATEGORICAL___blxwp___f", "28": "08___CATEGORICAL___blxwp___t", "29": "09___CATEGORICAL___bxqsq___f", "30": "09___CATEGORICAL___bxqsq___t", "31": "10___CATEGORICAL___cntxt___f", "32": "10___CATEGORICAL___cntxt___t", "33": "11___CATEGORICAL___dsopp___f", "34": "11___CATEGORICAL___dsopp___t", "35": "12___CATEGORICAL___dwipd___g", "36": "12___CATEGORICAL___dwipd___l", "37": "13___CATEGORICAL___hdchk___f", "38": "13___CATEGORICAL___hdchk___t", "39": "14___CATEGORICAL___katri___b", "40": "14___CATEGORICAL___katri___n", "41": "14___CATEGORICAL___katri___w", "42": "15___CATEGORICAL___mulch___f", "43": "15___CATEGORICAL___mulch___t", "44": "16___CATEGORICAL___qxmsq___f", "45": "16___CATEGORICAL___qxmsq___t", "46": "17___CATEGORICAL___r2ar8___f", "47": "17___CATEGORICAL___r2ar8___t", "48": "18___CATEGORICAL___reskd___f", "49": "18___CATEGORICAL___reskd___t", "50": "19___CATEGORICAL___reskr___f", "51": "19___CATEGORICAL___reskr___t", "52": "20___CATEGORICAL___rimmx___f", "53": "20___CATEGORICAL___rimmx___t", "54": "21___CATEGORICAL___rkxwp___f", "55": "21___CATEGORICAL___rkxwp___t", "56": "22___CATEGORICAL___rxmsq___f", "57": "22___CATEGORICAL___rxmsq___t", "58": "23___CATEGORICAL___simpl___f", "59": "23___CATEGORICAL___simpl___t", "60": "24___CATEGORICAL___skach___f", "61": "24___CATEGORICAL___skach___t", "62": "25___CATEGORICAL___skewr___f", "63": "25___CATEGORICAL___skewr___t", "64": "26___CATEGORICAL___skrxp___f", "65": "26___CATEGORICAL___skrxp___t", "66": "27___CATEGORICAL___spcop___f", "67": "27___CATEGORICAL___spcop___t", "68": "28___CATEGORICAL___stlmt___f", "69": "28___CATEGORICAL___stlmt___t", "70": "29___CATEGORICAL___thrsk___f", "71": "29___CATEGORICAL___thrsk___t", "72": "30___CATEGORICAL___wkcti___f", "73": "30___CATEGORICAL___wkcti___t", "74": "31___CATEGORICAL___wkna8___f", "75": "31___CATEGORICAL___wkna8___t", "76": "32___CATEGORICAL___wknck___f", "77": "32___CATEGORICAL___wknck___t", "78": "33___CATEGORICAL___wkovl___f", "79": "33___CATEGORICAL___wkovl___t", "80": "34___CATEGORICAL___wkpos___f", "81": "34___CATEGORICAL___wkpos___t", "82": "35___CATEGORICAL___wtoeg___n", "83": "35___CATEGORICAL___wtoeg___t", "84": "36___CATEGORICAL___class___nowin", "85": "36___CATEGORICAL___class___won"}, "token2id": {"[UNK]": 0, "[SEP]": 1, "[PAD]": 2, "[CLS]": 3, "[MASK]": 4, "[BOS]": 5, "[EOS]": 6, "[BMEM]": 7, "[EMEM]": 8, "[RMASK]": 9, "[SPTYPE]": 10, "00___CATEGORICAL___bkblk___f": 11, "00___CATEGORICAL___bkblk___t": 12, "01___CATEGORICAL___bknwy___f": 13, "01___CATEGORICAL___bknwy___t": 14, "02___CATEGORICAL___bkon8___f": 15, "02___CATEGORICAL___bkon8___t": 16, "03___CATEGORICAL___bkona___f": 17, "03___CATEGORICAL___bkona___t": 18, "04___CATEGORICAL___bkspr___f": 19, "04___CATEGORICAL___bkspr___t": 20, "05___CATEGORICAL___bkxbq___f": 21, "05___CATEGORICAL___bkxbq___t": 22, "06___CATEGORICAL___bkxcr___f": 23, "06___CATEGORICAL___bkxcr___t": 24, "07___CATEGORICAL___bkxwp___f": 25, "07___CATEGORICAL___bkxwp___t": 26, "08___CATEGORICAL___blxwp___f": 27, "08___CATEGORICAL___blxwp___t": 28, "09___CATEGORICAL___bxqsq___f": 29, "09___CATEGORICAL___bxqsq___t": 30, "10___CATEGORICAL___cntxt___f": 31, "10___CATEGORICAL___cntxt___t": 32, "11___CATEGORICAL___dsopp___f": 33, "11___CATEGORICAL___dsopp___t": 34, "12___CATEGORICAL___dwipd___g": 35, "12___CATEGORICAL___dwipd___l": 36, "13___CATEGORICAL___hdchk___f": 37, "13___CATEGORICAL___hdchk___t": 38, "14___CATEGORICAL___katri___b": 39, "14___CATEGORICAL___katri___n": 40, "14___CATEGORICAL___katri___w": 41, "15___CATEGORICAL___mulch___f": 42, "15___CATEGORICAL___mulch___t": 43, "16___CATEGORICAL___qxmsq___f": 44, "16___CATEGORICAL___qxmsq___t": 45, "17___CATEGORICAL___r2ar8___f": 46, "17___CATEGORICAL___r2ar8___t": 47, "18___CATEGORICAL___reskd___f": 48, "18___CATEGORICAL___reskd___t": 49, "19___CATEGORICAL___reskr___f": 50, "19___CATEGORICAL___reskr___t": 51, "20___CATEGORICAL___rimmx___f": 52, "20___CATEGORICAL___rimmx___t": 53, "21___CATEGORICAL___rkxwp___f": 54, "21___CATEGORICAL___rkxwp___t": 55, "22___CATEGORICAL___rxmsq___f": 56, "22___CATEGORICAL___rxmsq___t": 57, "23___CATEGORICAL___simpl___f": 58, "23___CATEGORICAL___simpl___t": 59, "24___CATEGORICAL___skach___f": 60, "24___CATEGORICAL___skach___t": 61, "25___CATEGORICAL___skewr___f": 62, "25___CATEGORICAL___skewr___t": 63, "26___CATEGORICAL___skrxp___f": 64, "26___CATEGORICAL___skrxp___t": 65, "27___CATEGORICAL___spcop___f": 66, "27___CATEGORICAL___spcop___t": 67, "28___CATEGORICAL___stlmt___f": 68, "28___CATEGORICAL___stlmt___t": 69, "29___CATEGORICAL___thrsk___f": 70, "29___CATEGORICAL___thrsk___t": 71, "30___CATEGORICAL___wkcti___f": 72, "30___CATEGORICAL___wkcti___t": 73, "31___CATEGORICAL___wkna8___f": 74, "31___CATEGORICAL___wkna8___t": 75, "32___CATEGORICAL___wknck___f": 76, "32___CATEGORICAL___wknck___t": 77, "33___CATEGORICAL___wkovl___f": 78, "33___CATEGORICAL___wkovl___t": 79, "34___CATEGORICAL___wkpos___f": 80, "34___CATEGORICAL___wkpos___t": 81, "35___CATEGORICAL___wtoeg___n": 82, "35___CATEGORICAL___wtoeg___t": 83, "36___CATEGORICAL___class___nowin": 84, "36___CATEGORICAL___class___won": 85}, "column_token_ids": {"00___CATEGORICAL___bkblk": [11, 12], "01___CATEGORICAL___bknwy": [13, 14], "02___CATEGORICAL___bkon8": [15, 16], "03___CATEGORICAL___bkona": [17, 18], "04___CATEGORICAL___bkspr": [19, 20], "05___CATEGORICAL___bkxbq": [21, 22], "06___CATEGORICAL___bkxcr": [23, 24], "07___CATEGORICAL___bkxwp": [25, 26], "08___CATEGORICAL___blxwp": [27, 28], "09___CATEGORICAL___bxqsq": [29, 30], "10___CATEGORICAL___cntxt": [31, 32], "11___CATEGORICAL___dsopp": [33, 34], "12___CATEGORICAL___dwipd": [35, 36], "13___CATEGORICAL___hdchk": [37, 38], "14___CATEGORICAL___katri": [39, 40, 41], "15___CATEGORICAL___mulch": [42, 43], "16___CATEGORICAL___qxmsq": [44, 45], "17___CATEGORICAL___r2ar8": [46, 47], "18___CATEGORICAL___reskd": [48, 49], "19___CATEGORICAL___reskr": [50, 51], "20___CATEGORICAL___rimmx": [52, 53], "21___CATEGORICAL___rkxwp": [54, 55], "22___CATEGORICAL___rxmsq": [56, 57], "23___CATEGORICAL___simpl": [58, 59], "24___CATEGORICAL___skach": [60, 61], "25___CATEGORICAL___skewr": [62, 63], "26___CATEGORICAL___skrxp": [64, 65], "27___CATEGORICAL___spcop": [66, 67], "28___CATEGORICAL___stlmt": [68, 69], "29___CATEGORICAL___thrsk": [70, 71], "30___CATEGORICAL___wkcti": [72, 73], "31___CATEGORICAL___wkna8": [74, 75], "32___CATEGORICAL___wknck": [76, 77], "33___CATEGORICAL___wkovl": [78, 79], "34___CATEGORICAL___wkpos": [80, 81], "35___CATEGORICAL___wtoeg": [82, 83], "36___CATEGORICAL___class": [84, 85]}}, "tabular_max_length": 39, "relational_max_length": null, "tabular_col_size": 2557, "relational_col_size": null, "col_transform_data": {}, "in_col_transform_data": null, "col_idx_ids": {"0": [11, 12], "1": [13, 14], "2": [15, 16], "3": [17, 18], "4": [19, 20], "5": [21, 22], "6": [23, 24], "7": [25, 26], "8": [27, 28], "9": [29, 30], "10": [31, 32], "11": [33, 34], "12": [35, 36], "13": [37, 38], "14": [39, 40, 41], "15": [42, 43], "16": [44, 45], "17": [46, 47], "18": [48, 49], "19": [50, 51], "20": [52, 53], "21": [54, 55], "22": [56, 57], "23": [58, 59], "24": [60, 61], "25": [62, 63], "26": [64, 65], "27": [66, 67], "28": [68, 69], "29": [70, 71], "30": [72, 73], "31": [74, 75], "32": [76, 77], "33": [78, 79], "34": [80, 81], "35": [82, 83], "36": [84, 85]}, "random_state": 1029, "numeric_nparts": 1, "numeric_precision": 4, "numeric_max_len": 10, "experiment_id": "id000017746621841651363840", "trainer_state": null, "target_col": null, "realtabformer_version": "0.2.4"}

SynthData0523/main/c4/realtabformer/rtf-c4-20260328_055837/models_100epochs/id000017746621841651363840/rtf_model.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:53be89c7a1d464d6e19bb23cae299f097bf0c9b69228d2012f06529a00a88931
+size 173554147

SynthData0523/main/c4/realtabformer/rtf-c4-20260328_055837/public_gate/normalized_schema_snapshot.json

@@ -0,0 +1,674 @@
+{
+  "dataset_id": "c4",
+  "target_column": "class",
+  "task_type": "classification",
+  "columns": [
+    {
+      "name": "bkblk",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "bknwy",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "bkon8",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "bkona",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "bkspr",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "bkxbq",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "bkxcr",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "bkxwp",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "blxwp",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "bxqsq",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "cntxt",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "dsopp",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "dwipd",
+      "role": "feature",
+      "semantic_type": "categorical",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "l",
+          "g"
+        ]
+      }
+    },
+    {
+      "name": "hdchk",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "katri",
+      "role": "feature",
+      "semantic_type": "categorical",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 3,
+        "unique_ratio": 0.001173,
+        "example_values": [
+          "n",
+          "w",
+          "b"
+        ]
+      }
+    },
+    {
+      "name": "mulch",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "qxmsq",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "r2ar8",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "t",
+          "f"
+        ]
+      }
+    },
+    {
+      "name": "reskd",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "reskr",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "rimmx",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "rkxwp",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "rxmsq",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "simpl",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "skach",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "skewr",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "t",
+          "f"
+        ]
+      }
+    },
+    {
+      "name": "skrxp",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "spcop",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "stlmt",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "thrsk",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "wkcti",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "wkna8",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "wknck",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "wkovl",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "t",
+          "f"
+        ]
+      }
+    },
+    {
+      "name": "wkpos",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "t",
+          "f"
+        ]
+      }
+    },
+    {
+      "name": "wtoeg",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "n",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "class",
+      "role": "target",
+      "semantic_type": "categorical",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "won",
+          "nowin"
+        ]
+      }
+    }
+  ]
+}

SynthData0523/main/c4/realtabformer/rtf-c4-20260328_055837/public_gate/public_gate_report.json

@@ -0,0 +1,37 @@
+{
+  "dataset_id": "c4",
+  "status": "pass",
+  "checks": [
+    {
+      "check_id": "PG001_csv_parse_ok",
+      "status": "pass"
+    },
+    {
+      "check_id": "PG002_split_header_consistent",
+      "status": "pass"
+    },
+    {
+      "check_id": "PG003_profile_header_match",
+      "status": "pass"
+    },
+    {
+      "check_id": "PG004_missing_token_normalized",
+      "status": "pass"
+    },
+    {
+      "check_id": "PG005_semantic_type_validated",
+      "status": "pass"
+    },
+    {
+      "check_id": "PG006_target_defined_and_valid",
+      "status": "pass"
+    }
+  ],
+  "target_column": "class",
+  "task_type": "classification",
+  "input_splits": {
+    "train": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/c4/c4-train.csv",
+    "val": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/c4/c4-val.csv",
+    "test": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/c4/c4-test.csv"
+  }
+}

SynthData0523/main/c4/realtabformer/rtf-c4-20260328_055837/public_gate/staged_input_manifest.json

@@ -0,0 +1,679 @@
+{
+  "dataset_id": "c4",
+  "target_column": "class",
+  "task_type": "classification",
+  "train_csv": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c4/realtabformer/rtf-c4-20260328_055837/staged/public/train.csv",
+  "val_csv": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c4/realtabformer/rtf-c4-20260328_055837/staged/public/val.csv",
+  "test_csv": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c4/realtabformer/rtf-c4-20260328_055837/staged/public/test.csv",
+  "features_json": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c4/realtabformer/rtf-c4-20260328_055837/staged/public/staged_features.json",
+  "public_gate_report": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c4/realtabformer/rtf-c4-20260328_055837/public_gate/public_gate_report.json",
+  "column_schema": [
+    {
+      "name": "bkblk",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "bknwy",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "bkon8",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "bkona",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "bkspr",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "bkxbq",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "bkxcr",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "bkxwp",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "blxwp",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "bxqsq",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "cntxt",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "dsopp",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "dwipd",
+      "role": "feature",
+      "semantic_type": "categorical",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "l",
+          "g"
+        ]
+      }
+    },
+    {
+      "name": "hdchk",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "katri",
+      "role": "feature",
+      "semantic_type": "categorical",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 3,
+        "unique_ratio": 0.001173,
+        "example_values": [
+          "n",
+          "w",
+          "b"
+        ]
+      }
+    },
+    {
+      "name": "mulch",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "qxmsq",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "r2ar8",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "t",
+          "f"
+        ]
+      }
+    },
+    {
+      "name": "reskd",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "reskr",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "rimmx",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "rkxwp",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "rxmsq",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "simpl",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "skach",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "skewr",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "t",
+          "f"
+        ]
+      }
+    },
+    {
+      "name": "skrxp",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "spcop",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "stlmt",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "thrsk",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "wkcti",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "wkna8",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "wknck",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "f",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "wkovl",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "t",
+          "f"
+        ]
+      }
+    },
+    {
+      "name": "wkpos",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "t",
+          "f"
+        ]
+      }
+    },
+    {
+      "name": "wtoeg",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "n",
+          "t"
+        ]
+      }
+    },
+    {
+      "name": "class",
+      "role": "target",
+      "semantic_type": "categorical",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000782,
+        "example_values": [
+          "won",
+          "nowin"
+        ]
+      }
+    }
+  ]
+}

SynthData0523/main/c4/realtabformer/rtf-c4-20260328_055837/realtabformer_features.json

@@ -0,0 +1,187 @@
+[
+  {
+    "feature_name": "bkblk",
+    "data_type": "binary",
+    "is_target": false
+  },
+  {
+    "feature_name": "bknwy",
+    "data_type": "binary",
+    "is_target": false
+  },
+  {
+    "feature_name": "bkon8",
+    "data_type": "binary",
+    "is_target": false
+  },
+  {
+    "feature_name": "bkona",
+    "data_type": "binary",
+    "is_target": false
+  },
+  {
+    "feature_name": "bkspr",
+    "data_type": "binary",
+    "is_target": false
+  },
+  {
+    "feature_name": "bkxbq",
+    "data_type": "binary",
+    "is_target": false
+  },
+  {
+    "feature_name": "bkxcr",
+    "data_type": "binary",
+    "is_target": false
+  },
+  {
+    "feature_name": "bkxwp",
+    "data_type": "binary",
+    "is_target": false
+  },
+  {
+    "feature_name": "blxwp",
+    "data_type": "binary",
+    "is_target": false
+  },
+  {
+    "feature_name": "bxqsq",
+    "data_type": "binary",
+    "is_target": false
+  },
+  {
+    "feature_name": "cntxt",
+    "data_type": "binary",
+    "is_target": false
+  },
+  {
+    "feature_name": "dsopp",
+    "data_type": "binary",
+    "is_target": false
+  },
+  {
+    "feature_name": "dwipd",
+    "data_type": "categorical",
+    "is_target": false
+  },
+  {
+    "feature_name": "hdchk",
+    "data_type": "binary",
+    "is_target": false
+  },
+  {
+    "feature_name": "katri",
+    "data_type": "categorical",
+    "is_target": false
+  },
+  {
+    "feature_name": "mulch",
+    "data_type": "binary",
+    "is_target": false
+  },
+  {
+    "feature_name": "qxmsq",
+    "data_type": "binary",
+    "is_target": false
+  },
+  {
+    "feature_name": "r2ar8",
+    "data_type": "binary",
+    "is_target": false
+  },
+  {
+    "feature_name": "reskd",
+    "data_type": "binary",
+    "is_target": false
+  },
+  {
+    "feature_name": "reskr",
+    "data_type": "binary",
+    "is_target": false
+  },
+  {
+    "feature_name": "rimmx",
+    "data_type": "binary",
+    "is_target": false
+  },
+  {
+    "feature_name": "rkxwp",
+    "data_type": "binary",
+    "is_target": false
+  },
+  {
+    "feature_name": "rxmsq",
+    "data_type": "binary",
+    "is_target": false
+  },
+  {
+    "feature_name": "simpl",
+    "data_type": "binary",
+    "is_target": false
+  },
+  {
+    "feature_name": "skach",
+    "data_type": "binary",
+    "is_target": false
+  },
+  {
+    "feature_name": "skewr",
+    "data_type": "binary",
+    "is_target": false
+  },
+  {
+    "feature_name": "skrxp",
+    "data_type": "binary",
+    "is_target": false
+  },
+  {
+    "feature_name": "spcop",
+    "data_type": "binary",
+    "is_target": false
+  },
+  {
+    "feature_name": "stlmt",
+    "data_type": "binary",
+    "is_target": false
+  },
+  {
+    "feature_name": "thrsk",
+    "data_type": "binary",
+    "is_target": false
+  },
+  {
+    "feature_name": "wkcti",
+    "data_type": "binary",
+    "is_target": false
+  },
+  {
+    "feature_name": "wkna8",
+    "data_type": "binary",
+    "is_target": false
+  },
+  {
+    "feature_name": "wknck",
+    "data_type": "binary",
+    "is_target": false
+  },
+  {
+    "feature_name": "wkovl",
+    "data_type": "binary",
+    "is_target": false
+  },
+  {
+    "feature_name": "wkpos",
+    "data_type": "binary",
+    "is_target": false
+  },
+  {
+    "feature_name": "wtoeg",
+    "data_type": "binary",
+    "is_target": false
+  },
+  {
+    "feature_name": "class",
+    "data_type": "categorical",
+    "is_target": true
+  }
+]

SynthData0523/main/c4/realtabformer/rtf-c4-20260328_055837/rtf-c4-1000-20260328_094311.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:567ef5f71931eb9218c95e1b1e1a4f69b5a0b961628e8f2e2e8a26ae0f5cdb31
+size 77170

SynthData0523/main/c4/realtabformer/rtf-c4-20260328_055837/rtf-c4-2557-20260418_073819.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:eb8077b65d4fdbe1e19aa4dd65a39126c059c5cd2ecacc835a0ffb76d91b246a
+size 197014

SynthData0523/main/c4/realtabformer/rtf-c4-20260328_055837/rtf-c4-2557-20260418_074424.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:633c456377a33a55e75e07e70ee0535e1adc502f3d6dcfd595c5a8b016151d07
+size 197022

SynthData0523/main/c4/realtabformer/rtf-c4-20260328_055837/rtf-c4-2557-20260418_082734.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:01f8bb2c0c4415ee95a6561a07a30914e93e2c85c4abe251dafd0cd3f87f9dd2
+size 196984

SynthData0523/main/c4/realtabformer/rtf-c4-20260328_055837/runtime_result.json

@@ -0,0 +1,14 @@
+{
+  "dataset_id": "c4",
+  "model": "realtabformer",
+  "run_id": "rtf-c4-20260328_055837",
+  "public_gate_status": "pass",
+  "adapter_ready_status": "pass",
+  "train_status": "skipped",
+  "generate_status": "success",
+  "reason_code": null,
+  "reason_detail": null,
+  "artifacts": {
+    "synthetic_csv": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c4/realtabformer/rtf-c4-20260328_055837/rtf-c4-2557-20260418_082734.csv"
+  }
+}