TabQueryBench commited on
Commit
fb72d08
·
verified ·
1 Parent(s): f28526e

Resume SynthData0523 main/m7 batch 2

Browse files
.gitattributes CHANGED
@@ -9553,3 +9553,9 @@ SynthData0523/main/m7/tabsyn/tabsyn-m7-20260420_221807/train_20260420_221807.log
9553
  SynthData0523/main/m7/tvae/tvae-m7-20260328_052614/gen_20260328_053025.log filter=lfs diff=lfs merge=lfs -text
9554
  SynthData0523/main/m7/tvae/tvae-m7-20260328_052614/gen_20260419_065547.log filter=lfs diff=lfs merge=lfs -text
9555
  SynthData0523/main/m7/tvae/tvae-m7-20260328_052614/gen_20260420_024605.log filter=lfs diff=lfs merge=lfs -text
 
 
 
 
 
 
 
9553
  SynthData0523/main/m7/tvae/tvae-m7-20260328_052614/gen_20260328_053025.log filter=lfs diff=lfs merge=lfs -text
9554
  SynthData0523/main/m7/tvae/tvae-m7-20260328_052614/gen_20260419_065547.log filter=lfs diff=lfs merge=lfs -text
9555
  SynthData0523/main/m7/tvae/tvae-m7-20260328_052614/gen_20260420_024605.log filter=lfs diff=lfs merge=lfs -text
9556
+ SynthData0523/main/m7/tvae/tvae-m7-20260328_052614/models_300epochs/train_20260328_052614.log filter=lfs diff=lfs merge=lfs -text
9557
+ SynthData0523/main/m7/tvae/tvae-m7-20260328_052614/models_300epochs/tvae_300epochs.pt filter=lfs diff=lfs merge=lfs -text
9558
+ SynthData0523/main/m7/tvae/tvae-m7-20260328_052614/staged/public/test.csv filter=lfs diff=lfs merge=lfs -text
9559
+ SynthData0523/main/m7/tvae/tvae-m7-20260328_052614/staged/public/train.csv filter=lfs diff=lfs merge=lfs -text
9560
+ SynthData0523/main/m7/tvae/tvae-m7-20260328_052614/staged/public/val.csv filter=lfs diff=lfs merge=lfs -text
9561
+ SynthData0523/main/m7/tvae/tvae-m7-20260328_052614/tvae-m7-4088-20260420_024605.csv filter=lfs diff=lfs merge=lfs -text
SynthData0523/main/m7/tvae/tvae-m7-20260328_052614/models_300epochs/train_20260328_052614.log ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a3948f226903cada55a42b1dcfb88110f8149076880ce3bff45cb7366395e3ee
3
+ size 170
SynthData0523/main/m7/tvae/tvae-m7-20260328_052614/models_300epochs/tvae_300epochs.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7566f298987ecfaec674eb0496d6d023301b6f175a371db6fa1e662e898715dc
3
+ size 565548
SynthData0523/main/m7/tvae/tvae-m7-20260328_052614/public_gate/normalized_schema_snapshot.json ADDED
@@ -0,0 +1,242 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "dataset_id": "m7",
3
+ "target_column": "Residence_type",
4
+ "task_type": "classification",
5
+ "columns": [
6
+ {
7
+ "name": "id",
8
+ "role": "feature",
9
+ "semantic_type": "numeric",
10
+ "nullable": false,
11
+ "missing_tokens": [],
12
+ "parse_format": null,
13
+ "impute_strategy": "median",
14
+ "profile_stats": {
15
+ "missing_rate": 0.0,
16
+ "unique_count": 4088,
17
+ "unique_ratio": 1.0,
18
+ "example_values": [
19
+ "35296",
20
+ "36710",
21
+ "32733",
22
+ "1077",
23
+ "13223"
24
+ ]
25
+ }
26
+ },
27
+ {
28
+ "name": "gender",
29
+ "role": "feature",
30
+ "semantic_type": "categorical",
31
+ "nullable": false,
32
+ "missing_tokens": [],
33
+ "parse_format": null,
34
+ "impute_strategy": "mode",
35
+ "profile_stats": {
36
+ "missing_rate": 0.0,
37
+ "unique_count": 2,
38
+ "unique_ratio": 0.000489,
39
+ "example_values": [
40
+ "Female",
41
+ "Male"
42
+ ]
43
+ }
44
+ },
45
+ {
46
+ "name": "age",
47
+ "role": "feature",
48
+ "semantic_type": "numeric",
49
+ "nullable": false,
50
+ "missing_tokens": [],
51
+ "parse_format": null,
52
+ "impute_strategy": "median",
53
+ "profile_stats": {
54
+ "missing_rate": 0.0,
55
+ "unique_count": 104,
56
+ "unique_ratio": 0.02544,
57
+ "example_values": [
58
+ "58",
59
+ "64",
60
+ "28",
61
+ "77",
62
+ "53"
63
+ ]
64
+ }
65
+ },
66
+ {
67
+ "name": "hypertension",
68
+ "role": "feature",
69
+ "semantic_type": "boolean",
70
+ "nullable": false,
71
+ "missing_tokens": [],
72
+ "parse_format": null,
73
+ "impute_strategy": "mode",
74
+ "profile_stats": {
75
+ "missing_rate": 0.0,
76
+ "unique_count": 2,
77
+ "unique_ratio": 0.000489,
78
+ "example_values": [
79
+ "0",
80
+ "1"
81
+ ]
82
+ }
83
+ },
84
+ {
85
+ "name": "heart_disease",
86
+ "role": "feature",
87
+ "semantic_type": "boolean",
88
+ "nullable": false,
89
+ "missing_tokens": [],
90
+ "parse_format": null,
91
+ "impute_strategy": "mode",
92
+ "profile_stats": {
93
+ "missing_rate": 0.0,
94
+ "unique_count": 2,
95
+ "unique_ratio": 0.000489,
96
+ "example_values": [
97
+ "0",
98
+ "1"
99
+ ]
100
+ }
101
+ },
102
+ {
103
+ "name": "ever_married",
104
+ "role": "feature",
105
+ "semantic_type": "boolean",
106
+ "nullable": false,
107
+ "missing_tokens": [],
108
+ "parse_format": null,
109
+ "impute_strategy": "mode",
110
+ "profile_stats": {
111
+ "missing_rate": 0.0,
112
+ "unique_count": 2,
113
+ "unique_ratio": 0.000489,
114
+ "example_values": [
115
+ "Yes",
116
+ "No"
117
+ ]
118
+ }
119
+ },
120
+ {
121
+ "name": "work_type",
122
+ "role": "feature",
123
+ "semantic_type": "categorical",
124
+ "nullable": false,
125
+ "missing_tokens": [],
126
+ "parse_format": null,
127
+ "impute_strategy": "mode",
128
+ "profile_stats": {
129
+ "missing_rate": 0.0,
130
+ "unique_count": 5,
131
+ "unique_ratio": 0.001223,
132
+ "example_values": [
133
+ "Private",
134
+ "Govt_job",
135
+ "Self-employed",
136
+ "children",
137
+ "Never_worked"
138
+ ]
139
+ }
140
+ },
141
+ {
142
+ "name": "Residence_type",
143
+ "role": "target",
144
+ "semantic_type": "categorical",
145
+ "nullable": false,
146
+ "missing_tokens": [],
147
+ "parse_format": null,
148
+ "impute_strategy": "mode",
149
+ "profile_stats": {
150
+ "missing_rate": 0.0,
151
+ "unique_count": 2,
152
+ "unique_ratio": 0.000489,
153
+ "example_values": [
154
+ "Rural",
155
+ "Urban"
156
+ ]
157
+ }
158
+ },
159
+ {
160
+ "name": "avg_glucose_level",
161
+ "role": "feature",
162
+ "semantic_type": "numeric",
163
+ "nullable": false,
164
+ "missing_tokens": [],
165
+ "parse_format": null,
166
+ "impute_strategy": "median",
167
+ "profile_stats": {
168
+ "missing_rate": 0.0,
169
+ "unique_count": 3337,
170
+ "unique_ratio": 0.816292,
171
+ "example_values": [
172
+ "100.42",
173
+ "62.21",
174
+ "106.68",
175
+ "106.03",
176
+ "86.39"
177
+ ]
178
+ }
179
+ },
180
+ {
181
+ "name": "bmi",
182
+ "role": "feature",
183
+ "semantic_type": "numeric",
184
+ "nullable": true,
185
+ "missing_tokens": [
186
+ "N/A"
187
+ ],
188
+ "parse_format": null,
189
+ "impute_strategy": "median",
190
+ "profile_stats": {
191
+ "missing_rate": 0.039873,
192
+ "unique_count": 396,
193
+ "unique_ratio": 0.100892,
194
+ "example_values": [
195
+ "39.5",
196
+ "28.3",
197
+ "29.3",
198
+ "30.2",
199
+ "48.9"
200
+ ]
201
+ }
202
+ },
203
+ {
204
+ "name": "smoking_status",
205
+ "role": "feature",
206
+ "semantic_type": "text",
207
+ "nullable": false,
208
+ "missing_tokens": [],
209
+ "parse_format": null,
210
+ "impute_strategy": "keep_raw",
211
+ "profile_stats": {
212
+ "missing_rate": 0.0,
213
+ "unique_count": 4,
214
+ "unique_ratio": 0.000978,
215
+ "example_values": [
216
+ "smokes",
217
+ "Unknown",
218
+ "never smoked",
219
+ "formerly smoked"
220
+ ]
221
+ }
222
+ },
223
+ {
224
+ "name": "stroke",
225
+ "role": "feature",
226
+ "semantic_type": "boolean",
227
+ "nullable": false,
228
+ "missing_tokens": [],
229
+ "parse_format": null,
230
+ "impute_strategy": "mode",
231
+ "profile_stats": {
232
+ "missing_rate": 0.0,
233
+ "unique_count": 2,
234
+ "unique_ratio": 0.000489,
235
+ "example_values": [
236
+ "0",
237
+ "1"
238
+ ]
239
+ }
240
+ }
241
+ ]
242
+ }
SynthData0523/main/m7/tvae/tvae-m7-20260328_052614/public_gate/public_gate_report.json ADDED
@@ -0,0 +1,37 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "dataset_id": "m7",
3
+ "status": "pass",
4
+ "checks": [
5
+ {
6
+ "check_id": "PG001_csv_parse_ok",
7
+ "status": "pass"
8
+ },
9
+ {
10
+ "check_id": "PG002_split_header_consistent",
11
+ "status": "pass"
12
+ },
13
+ {
14
+ "check_id": "PG003_profile_header_match",
15
+ "status": "pass"
16
+ },
17
+ {
18
+ "check_id": "PG004_missing_token_normalized",
19
+ "status": "pass"
20
+ },
21
+ {
22
+ "check_id": "PG005_semantic_type_validated",
23
+ "status": "pass"
24
+ },
25
+ {
26
+ "check_id": "PG006_target_defined_and_valid",
27
+ "status": "pass"
28
+ }
29
+ ],
30
+ "target_column": "Residence_type",
31
+ "task_type": "classification",
32
+ "input_splits": {
33
+ "train": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/m7/m7-train.csv",
34
+ "val": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/m7/m7-val.csv",
35
+ "test": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/m7/m7-test.csv"
36
+ }
37
+ }
SynthData0523/main/m7/tvae/tvae-m7-20260328_052614/public_gate/staged_input_manifest.json ADDED
@@ -0,0 +1,247 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "dataset_id": "m7",
3
+ "target_column": "Residence_type",
4
+ "task_type": "classification",
5
+ "train_csv": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/m7/tvae/tvae-m7-20260328_052614/staged/public/train.csv",
6
+ "val_csv": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/m7/tvae/tvae-m7-20260328_052614/staged/public/val.csv",
7
+ "test_csv": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/m7/tvae/tvae-m7-20260328_052614/staged/public/test.csv",
8
+ "features_json": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/m7/tvae/tvae-m7-20260328_052614/staged/public/staged_features.json",
9
+ "public_gate_report": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/m7/tvae/tvae-m7-20260328_052614/public_gate/public_gate_report.json",
10
+ "column_schema": [
11
+ {
12
+ "name": "id",
13
+ "role": "feature",
14
+ "semantic_type": "numeric",
15
+ "nullable": false,
16
+ "missing_tokens": [],
17
+ "parse_format": null,
18
+ "impute_strategy": "median",
19
+ "profile_stats": {
20
+ "missing_rate": 0.0,
21
+ "unique_count": 4088,
22
+ "unique_ratio": 1.0,
23
+ "example_values": [
24
+ "35296",
25
+ "36710",
26
+ "32733",
27
+ "1077",
28
+ "13223"
29
+ ]
30
+ }
31
+ },
32
+ {
33
+ "name": "gender",
34
+ "role": "feature",
35
+ "semantic_type": "categorical",
36
+ "nullable": false,
37
+ "missing_tokens": [],
38
+ "parse_format": null,
39
+ "impute_strategy": "mode",
40
+ "profile_stats": {
41
+ "missing_rate": 0.0,
42
+ "unique_count": 2,
43
+ "unique_ratio": 0.000489,
44
+ "example_values": [
45
+ "Female",
46
+ "Male"
47
+ ]
48
+ }
49
+ },
50
+ {
51
+ "name": "age",
52
+ "role": "feature",
53
+ "semantic_type": "numeric",
54
+ "nullable": false,
55
+ "missing_tokens": [],
56
+ "parse_format": null,
57
+ "impute_strategy": "median",
58
+ "profile_stats": {
59
+ "missing_rate": 0.0,
60
+ "unique_count": 104,
61
+ "unique_ratio": 0.02544,
62
+ "example_values": [
63
+ "58",
64
+ "64",
65
+ "28",
66
+ "77",
67
+ "53"
68
+ ]
69
+ }
70
+ },
71
+ {
72
+ "name": "hypertension",
73
+ "role": "feature",
74
+ "semantic_type": "boolean",
75
+ "nullable": false,
76
+ "missing_tokens": [],
77
+ "parse_format": null,
78
+ "impute_strategy": "mode",
79
+ "profile_stats": {
80
+ "missing_rate": 0.0,
81
+ "unique_count": 2,
82
+ "unique_ratio": 0.000489,
83
+ "example_values": [
84
+ "0",
85
+ "1"
86
+ ]
87
+ }
88
+ },
89
+ {
90
+ "name": "heart_disease",
91
+ "role": "feature",
92
+ "semantic_type": "boolean",
93
+ "nullable": false,
94
+ "missing_tokens": [],
95
+ "parse_format": null,
96
+ "impute_strategy": "mode",
97
+ "profile_stats": {
98
+ "missing_rate": 0.0,
99
+ "unique_count": 2,
100
+ "unique_ratio": 0.000489,
101
+ "example_values": [
102
+ "0",
103
+ "1"
104
+ ]
105
+ }
106
+ },
107
+ {
108
+ "name": "ever_married",
109
+ "role": "feature",
110
+ "semantic_type": "boolean",
111
+ "nullable": false,
112
+ "missing_tokens": [],
113
+ "parse_format": null,
114
+ "impute_strategy": "mode",
115
+ "profile_stats": {
116
+ "missing_rate": 0.0,
117
+ "unique_count": 2,
118
+ "unique_ratio": 0.000489,
119
+ "example_values": [
120
+ "Yes",
121
+ "No"
122
+ ]
123
+ }
124
+ },
125
+ {
126
+ "name": "work_type",
127
+ "role": "feature",
128
+ "semantic_type": "categorical",
129
+ "nullable": false,
130
+ "missing_tokens": [],
131
+ "parse_format": null,
132
+ "impute_strategy": "mode",
133
+ "profile_stats": {
134
+ "missing_rate": 0.0,
135
+ "unique_count": 5,
136
+ "unique_ratio": 0.001223,
137
+ "example_values": [
138
+ "Private",
139
+ "Govt_job",
140
+ "Self-employed",
141
+ "children",
142
+ "Never_worked"
143
+ ]
144
+ }
145
+ },
146
+ {
147
+ "name": "Residence_type",
148
+ "role": "target",
149
+ "semantic_type": "categorical",
150
+ "nullable": false,
151
+ "missing_tokens": [],
152
+ "parse_format": null,
153
+ "impute_strategy": "mode",
154
+ "profile_stats": {
155
+ "missing_rate": 0.0,
156
+ "unique_count": 2,
157
+ "unique_ratio": 0.000489,
158
+ "example_values": [
159
+ "Rural",
160
+ "Urban"
161
+ ]
162
+ }
163
+ },
164
+ {
165
+ "name": "avg_glucose_level",
166
+ "role": "feature",
167
+ "semantic_type": "numeric",
168
+ "nullable": false,
169
+ "missing_tokens": [],
170
+ "parse_format": null,
171
+ "impute_strategy": "median",
172
+ "profile_stats": {
173
+ "missing_rate": 0.0,
174
+ "unique_count": 3337,
175
+ "unique_ratio": 0.816292,
176
+ "example_values": [
177
+ "100.42",
178
+ "62.21",
179
+ "106.68",
180
+ "106.03",
181
+ "86.39"
182
+ ]
183
+ }
184
+ },
185
+ {
186
+ "name": "bmi",
187
+ "role": "feature",
188
+ "semantic_type": "numeric",
189
+ "nullable": true,
190
+ "missing_tokens": [
191
+ "N/A"
192
+ ],
193
+ "parse_format": null,
194
+ "impute_strategy": "median",
195
+ "profile_stats": {
196
+ "missing_rate": 0.039873,
197
+ "unique_count": 396,
198
+ "unique_ratio": 0.100892,
199
+ "example_values": [
200
+ "39.5",
201
+ "28.3",
202
+ "29.3",
203
+ "30.2",
204
+ "48.9"
205
+ ]
206
+ }
207
+ },
208
+ {
209
+ "name": "smoking_status",
210
+ "role": "feature",
211
+ "semantic_type": "text",
212
+ "nullable": false,
213
+ "missing_tokens": [],
214
+ "parse_format": null,
215
+ "impute_strategy": "keep_raw",
216
+ "profile_stats": {
217
+ "missing_rate": 0.0,
218
+ "unique_count": 4,
219
+ "unique_ratio": 0.000978,
220
+ "example_values": [
221
+ "smokes",
222
+ "Unknown",
223
+ "never smoked",
224
+ "formerly smoked"
225
+ ]
226
+ }
227
+ },
228
+ {
229
+ "name": "stroke",
230
+ "role": "feature",
231
+ "semantic_type": "boolean",
232
+ "nullable": false,
233
+ "missing_tokens": [],
234
+ "parse_format": null,
235
+ "impute_strategy": "mode",
236
+ "profile_stats": {
237
+ "missing_rate": 0.0,
238
+ "unique_count": 2,
239
+ "unique_ratio": 0.000489,
240
+ "example_values": [
241
+ "0",
242
+ "1"
243
+ ]
244
+ }
245
+ }
246
+ ]
247
+ }
SynthData0523/main/m7/tvae/tvae-m7-20260328_052614/runtime_result.json ADDED
@@ -0,0 +1,14 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "dataset_id": "m7",
3
+ "model": "tvae",
4
+ "run_id": "tvae-m7-20260328_052614",
5
+ "public_gate_status": "pass",
6
+ "adapter_ready_status": "pass",
7
+ "train_status": "skipped",
8
+ "generate_status": "success",
9
+ "reason_code": null,
10
+ "reason_detail": null,
11
+ "artifacts": {
12
+ "synthetic_csv": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/m7/tvae/tvae-m7-20260328_052614/tvae-m7-4088-20260420_024605.csv"
13
+ }
14
+ }
SynthData0523/main/m7/tvae/tvae-m7-20260328_052614/staged/public/staged_features.json ADDED
@@ -0,0 +1,62 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [
2
+ {
3
+ "feature_name": "id",
4
+ "data_type": "continuous",
5
+ "is_target": false
6
+ },
7
+ {
8
+ "feature_name": "gender",
9
+ "data_type": "categorical",
10
+ "is_target": false
11
+ },
12
+ {
13
+ "feature_name": "age",
14
+ "data_type": "continuous",
15
+ "is_target": false
16
+ },
17
+ {
18
+ "feature_name": "hypertension",
19
+ "data_type": "binary",
20
+ "is_target": false
21
+ },
22
+ {
23
+ "feature_name": "heart_disease",
24
+ "data_type": "binary",
25
+ "is_target": false
26
+ },
27
+ {
28
+ "feature_name": "ever_married",
29
+ "data_type": "binary",
30
+ "is_target": false
31
+ },
32
+ {
33
+ "feature_name": "work_type",
34
+ "data_type": "categorical",
35
+ "is_target": false
36
+ },
37
+ {
38
+ "feature_name": "Residence_type",
39
+ "data_type": "categorical",
40
+ "is_target": true
41
+ },
42
+ {
43
+ "feature_name": "avg_glucose_level",
44
+ "data_type": "continuous",
45
+ "is_target": false
46
+ },
47
+ {
48
+ "feature_name": "bmi",
49
+ "data_type": "continuous",
50
+ "is_target": false
51
+ },
52
+ {
53
+ "feature_name": "smoking_status",
54
+ "data_type": "categorical",
55
+ "is_target": false
56
+ },
57
+ {
58
+ "feature_name": "stroke",
59
+ "data_type": "binary",
60
+ "is_target": false
61
+ }
62
+ ]
SynthData0523/main/m7/tvae/tvae-m7-20260328_052614/staged/public/test.csv ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ed44e06410b9395c5c85e238168df0c6952d61bdfe49424863c651ef2b1f4bd8
3
+ size 32934
SynthData0523/main/m7/tvae/tvae-m7-20260328_052614/staged/public/train.csv ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f842ac0ec4c47a15867ef35ae0ceede4ef955e556ad5220f982151d22894e25d
3
+ size 262059
SynthData0523/main/m7/tvae/tvae-m7-20260328_052614/staged/public/val.csv ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ca541bece6380791dc2c9f7012ec8acbde8a8d270578cc5e031b739f7a761bf8
3
+ size 32704
SynthData0523/main/m7/tvae/tvae-m7-20260328_052614/staged/tvae/adapter_report.json ADDED
@@ -0,0 +1,7 @@
 
 
 
 
 
 
 
 
1
+ {
2
+ "adapter_ready_status": "pass",
3
+ "adapter_fail_reason_code": null,
4
+ "adapter_fail_detail": null,
5
+ "adapter_transforms_applied": [],
6
+ "model_input_manifest": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/m7/tvae/tvae-m7-20260328_052614/staged/tvae/model_input_manifest.json"
7
+ }
SynthData0523/main/m7/tvae/tvae-m7-20260328_052614/staged/tvae/adapter_transforms_applied.json ADDED
@@ -0,0 +1 @@
 
 
1
+ []
SynthData0523/main/m7/tvae/tvae-m7-20260328_052614/staged/tvae/model_input_manifest.json ADDED
@@ -0,0 +1,249 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "dataset_id": "m7",
3
+ "model": "tvae",
4
+ "target_column": "Residence_type",
5
+ "task_type": "classification",
6
+ "column_schema": [
7
+ {
8
+ "name": "id",
9
+ "role": "feature",
10
+ "semantic_type": "numeric",
11
+ "nullable": false,
12
+ "missing_tokens": [],
13
+ "parse_format": null,
14
+ "impute_strategy": "median",
15
+ "profile_stats": {
16
+ "missing_rate": 0.0,
17
+ "unique_count": 4088,
18
+ "unique_ratio": 1.0,
19
+ "example_values": [
20
+ "35296",
21
+ "36710",
22
+ "32733",
23
+ "1077",
24
+ "13223"
25
+ ]
26
+ }
27
+ },
28
+ {
29
+ "name": "gender",
30
+ "role": "feature",
31
+ "semantic_type": "categorical",
32
+ "nullable": false,
33
+ "missing_tokens": [],
34
+ "parse_format": null,
35
+ "impute_strategy": "mode",
36
+ "profile_stats": {
37
+ "missing_rate": 0.0,
38
+ "unique_count": 2,
39
+ "unique_ratio": 0.000489,
40
+ "example_values": [
41
+ "Female",
42
+ "Male"
43
+ ]
44
+ }
45
+ },
46
+ {
47
+ "name": "age",
48
+ "role": "feature",
49
+ "semantic_type": "numeric",
50
+ "nullable": false,
51
+ "missing_tokens": [],
52
+ "parse_format": null,
53
+ "impute_strategy": "median",
54
+ "profile_stats": {
55
+ "missing_rate": 0.0,
56
+ "unique_count": 104,
57
+ "unique_ratio": 0.02544,
58
+ "example_values": [
59
+ "58",
60
+ "64",
61
+ "28",
62
+ "77",
63
+ "53"
64
+ ]
65
+ }
66
+ },
67
+ {
68
+ "name": "hypertension",
69
+ "role": "feature",
70
+ "semantic_type": "boolean",
71
+ "nullable": false,
72
+ "missing_tokens": [],
73
+ "parse_format": null,
74
+ "impute_strategy": "mode",
75
+ "profile_stats": {
76
+ "missing_rate": 0.0,
77
+ "unique_count": 2,
78
+ "unique_ratio": 0.000489,
79
+ "example_values": [
80
+ "0",
81
+ "1"
82
+ ]
83
+ }
84
+ },
85
+ {
86
+ "name": "heart_disease",
87
+ "role": "feature",
88
+ "semantic_type": "boolean",
89
+ "nullable": false,
90
+ "missing_tokens": [],
91
+ "parse_format": null,
92
+ "impute_strategy": "mode",
93
+ "profile_stats": {
94
+ "missing_rate": 0.0,
95
+ "unique_count": 2,
96
+ "unique_ratio": 0.000489,
97
+ "example_values": [
98
+ "0",
99
+ "1"
100
+ ]
101
+ }
102
+ },
103
+ {
104
+ "name": "ever_married",
105
+ "role": "feature",
106
+ "semantic_type": "boolean",
107
+ "nullable": false,
108
+ "missing_tokens": [],
109
+ "parse_format": null,
110
+ "impute_strategy": "mode",
111
+ "profile_stats": {
112
+ "missing_rate": 0.0,
113
+ "unique_count": 2,
114
+ "unique_ratio": 0.000489,
115
+ "example_values": [
116
+ "Yes",
117
+ "No"
118
+ ]
119
+ }
120
+ },
121
+ {
122
+ "name": "work_type",
123
+ "role": "feature",
124
+ "semantic_type": "categorical",
125
+ "nullable": false,
126
+ "missing_tokens": [],
127
+ "parse_format": null,
128
+ "impute_strategy": "mode",
129
+ "profile_stats": {
130
+ "missing_rate": 0.0,
131
+ "unique_count": 5,
132
+ "unique_ratio": 0.001223,
133
+ "example_values": [
134
+ "Private",
135
+ "Govt_job",
136
+ "Self-employed",
137
+ "children",
138
+ "Never_worked"
139
+ ]
140
+ }
141
+ },
142
+ {
143
+ "name": "Residence_type",
144
+ "role": "target",
145
+ "semantic_type": "categorical",
146
+ "nullable": false,
147
+ "missing_tokens": [],
148
+ "parse_format": null,
149
+ "impute_strategy": "mode",
150
+ "profile_stats": {
151
+ "missing_rate": 0.0,
152
+ "unique_count": 2,
153
+ "unique_ratio": 0.000489,
154
+ "example_values": [
155
+ "Rural",
156
+ "Urban"
157
+ ]
158
+ }
159
+ },
160
+ {
161
+ "name": "avg_glucose_level",
162
+ "role": "feature",
163
+ "semantic_type": "numeric",
164
+ "nullable": false,
165
+ "missing_tokens": [],
166
+ "parse_format": null,
167
+ "impute_strategy": "median",
168
+ "profile_stats": {
169
+ "missing_rate": 0.0,
170
+ "unique_count": 3337,
171
+ "unique_ratio": 0.816292,
172
+ "example_values": [
173
+ "100.42",
174
+ "62.21",
175
+ "106.68",
176
+ "106.03",
177
+ "86.39"
178
+ ]
179
+ }
180
+ },
181
+ {
182
+ "name": "bmi",
183
+ "role": "feature",
184
+ "semantic_type": "numeric",
185
+ "nullable": true,
186
+ "missing_tokens": [
187
+ "N/A"
188
+ ],
189
+ "parse_format": null,
190
+ "impute_strategy": "median",
191
+ "profile_stats": {
192
+ "missing_rate": 0.039873,
193
+ "unique_count": 396,
194
+ "unique_ratio": 0.100892,
195
+ "example_values": [
196
+ "39.5",
197
+ "28.3",
198
+ "29.3",
199
+ "30.2",
200
+ "48.9"
201
+ ]
202
+ }
203
+ },
204
+ {
205
+ "name": "smoking_status",
206
+ "role": "feature",
207
+ "semantic_type": "text",
208
+ "nullable": false,
209
+ "missing_tokens": [],
210
+ "parse_format": null,
211
+ "impute_strategy": "keep_raw",
212
+ "profile_stats": {
213
+ "missing_rate": 0.0,
214
+ "unique_count": 4,
215
+ "unique_ratio": 0.000978,
216
+ "example_values": [
217
+ "smokes",
218
+ "Unknown",
219
+ "never smoked",
220
+ "formerly smoked"
221
+ ]
222
+ }
223
+ },
224
+ {
225
+ "name": "stroke",
226
+ "role": "feature",
227
+ "semantic_type": "boolean",
228
+ "nullable": false,
229
+ "missing_tokens": [],
230
+ "parse_format": null,
231
+ "impute_strategy": "mode",
232
+ "profile_stats": {
233
+ "missing_rate": 0.0,
234
+ "unique_count": 2,
235
+ "unique_ratio": 0.000489,
236
+ "example_values": [
237
+ "0",
238
+ "1"
239
+ ]
240
+ }
241
+ }
242
+ ],
243
+ "public_manifest": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/m7/tvae/tvae-m7-20260328_052614/public_gate/staged_input_manifest.json",
244
+ "train_csv": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/m7/tvae/tvae-m7-20260328_052614/staged/public/train.csv",
245
+ "val_csv": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/m7/tvae/tvae-m7-20260328_052614/staged/public/val.csv",
246
+ "test_csv": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/m7/tvae/tvae-m7-20260328_052614/staged/public/test.csv",
247
+ "features_json": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/m7/tvae/tvae-m7-20260328_052614/staged/public/staged_features.json",
248
+ "public_gate_report": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/m7/tvae/tvae-m7-20260328_052614/public_gate/public_gate_report.json"
249
+ }
SynthData0523/main/m7/tvae/tvae-m7-20260328_052614/tvae-m7-4088-20260420_024605.csv ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7ff8a44ab36e223fbad11ed0ddc52911674b7d5c7493f4704db0139f9fb72d14
3
+ size 390785
SynthData0523/main/m7/tvae/tvae-m7-20260328_052614/tvae_metadata.json ADDED
@@ -0,0 +1,52 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "columns": [
3
+ {
4
+ "name": "id",
5
+ "type": "continuous"
6
+ },
7
+ {
8
+ "name": "gender",
9
+ "type": "categorical"
10
+ },
11
+ {
12
+ "name": "age",
13
+ "type": "continuous"
14
+ },
15
+ {
16
+ "name": "hypertension",
17
+ "type": "categorical"
18
+ },
19
+ {
20
+ "name": "heart_disease",
21
+ "type": "categorical"
22
+ },
23
+ {
24
+ "name": "ever_married",
25
+ "type": "categorical"
26
+ },
27
+ {
28
+ "name": "work_type",
29
+ "type": "categorical"
30
+ },
31
+ {
32
+ "name": "Residence_type",
33
+ "type": "categorical"
34
+ },
35
+ {
36
+ "name": "avg_glucose_level",
37
+ "type": "continuous"
38
+ },
39
+ {
40
+ "name": "bmi",
41
+ "type": "continuous"
42
+ },
43
+ {
44
+ "name": "smoking_status",
45
+ "type": "categorical"
46
+ },
47
+ {
48
+ "name": "stroke",
49
+ "type": "categorical"
50
+ }
51
+ ]
52
+ }