Add 5090 success run c5/tabdiff/tabdiff-c5-20260420_055925
Browse files- 5090-Success/c5/tabdiff/tabdiff-c5-20260420_055925/_tabdiff_gen.py +36 -0
- 5090-Success/c5/tabdiff/tabdiff-c5-20260420_055925/_tabdiff_train.py +21 -0
- 5090-Success/c5/tabdiff/tabdiff-c5-20260420_055925/input_snapshot.json +3 -0
- 5090-Success/c5/tabdiff/tabdiff-c5-20260420_055925/models_tabdiff/trained.pt +3 -0
- 5090-Success/c5/tabdiff/tabdiff-c5-20260420_055925/public_gate/normalized_schema_snapshot.json +3 -0
- 5090-Success/c5/tabdiff/tabdiff-c5-20260420_055925/public_gate/public_gate_report.json +3 -0
- 5090-Success/c5/tabdiff/tabdiff-c5-20260420_055925/public_gate/staged_input_manifest.json +3 -0
- 5090-Success/c5/tabdiff/tabdiff-c5-20260420_055925/runtime_result.json +3 -0
- 5090-Success/c5/tabdiff/tabdiff-c5-20260420_055925/staged/public/staged_features.json +3 -0
- 5090-Success/c5/tabdiff/tabdiff-c5-20260420_055925/staged/public/test.csv +3 -0
- 5090-Success/c5/tabdiff/tabdiff-c5-20260420_055925/staged/public/train.csv +3 -0
- 5090-Success/c5/tabdiff/tabdiff-c5-20260420_055925/staged/public/val.csv +3 -0
- 5090-Success/c5/tabdiff/tabdiff-c5-20260420_055925/staged/tabdiff/adapter_report.json +3 -0
- 5090-Success/c5/tabdiff/tabdiff-c5-20260420_055925/staged/tabdiff/adapter_transforms_applied.json +3 -0
- 5090-Success/c5/tabdiff/tabdiff-c5-20260420_055925/staged/tabdiff/model_input_manifest.json +3 -0
- 5090-Success/c5/tabdiff/tabdiff-c5-20260420_055925/tabdiff-c5-6732-20260420_060648.csv +3 -0
- 5090-Success/c5/tabdiff/tabdiff-c5-20260420_055925/tabdiff_train_meta.json +3 -0
- 5090-Success/c5/tabdiff/tabdiff-c5-20260420_055925/tabular_bundle/pipeline_ds/X_cat_test.npy +3 -0
- 5090-Success/c5/tabdiff/tabdiff-c5-20260420_055925/tabular_bundle/pipeline_ds/X_cat_train.npy +3 -0
- 5090-Success/c5/tabdiff/tabdiff-c5-20260420_055925/tabular_bundle/pipeline_ds/X_cat_val.npy +3 -0
- 5090-Success/c5/tabdiff/tabdiff-c5-20260420_055925/tabular_bundle/pipeline_ds/X_num_test.npy +3 -0
- 5090-Success/c5/tabdiff/tabdiff-c5-20260420_055925/tabular_bundle/pipeline_ds/X_num_train.npy +3 -0
- 5090-Success/c5/tabdiff/tabdiff-c5-20260420_055925/tabular_bundle/pipeline_ds/X_num_val.npy +3 -0
- 5090-Success/c5/tabdiff/tabdiff-c5-20260420_055925/tabular_bundle/pipeline_ds/info.json +3 -0
- 5090-Success/c5/tabdiff/tabdiff-c5-20260420_055925/tabular_bundle/pipeline_ds/real.csv +3 -0
- 5090-Success/c5/tabdiff/tabdiff-c5-20260420_055925/tabular_bundle/pipeline_ds/test.csv +3 -0
- 5090-Success/c5/tabdiff/tabdiff-c5-20260420_055925/tabular_bundle/pipeline_ds/val.csv +3 -0
- 5090-Success/c5/tabdiff/tabdiff-c5-20260420_055925/tabular_bundle/pipeline_ds/y_test.npy +3 -0
- 5090-Success/c5/tabdiff/tabdiff-c5-20260420_055925/tabular_bundle/pipeline_ds/y_train.npy +3 -0
- 5090-Success/c5/tabdiff/tabdiff-c5-20260420_055925/tabular_bundle/pipeline_ds/y_val.npy +3 -0
- 5090-Success/c5/tabdiff/tabdiff-c5-20260420_055925/train_20260420_055925.log +3 -0
5090-Success/c5/tabdiff/tabdiff-c5-20260420_055925/_tabdiff_gen.py
ADDED
|
@@ -0,0 +1,36 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
|
| 2 |
+
import os, shutil, subprocess, sys
|
| 3 |
+
td = r"/workspace/TabDiff"
|
| 4 |
+
name = r"pipeline_ds"
|
| 5 |
+
src = r"/work/output-SpecializedModels/c5/tabdiff/tabdiff-c5-20260420_055925/tabular_bundle/pipeline_ds"
|
| 6 |
+
dst_data = os.path.join(td, "data", name)
|
| 7 |
+
dst_syn = os.path.join(td, "synthetic", name)
|
| 8 |
+
shutil.rmtree(dst_data, ignore_errors=True)
|
| 9 |
+
shutil.copytree(src, dst_data)
|
| 10 |
+
os.makedirs(dst_syn, exist_ok=True)
|
| 11 |
+
for fn in ("real.csv", "test.csv", "val.csv"):
|
| 12 |
+
shutil.copy(os.path.join(src, fn), os.path.join(dst_syn, fn))
|
| 13 |
+
os.chdir(td)
|
| 14 |
+
os.environ["PYTHONPATH"] = td + os.pathsep + os.environ.get("PYTHONPATH", "")
|
| 15 |
+
subprocess.check_call([
|
| 16 |
+
sys.executable, "-m", "tabdiff.main",
|
| 17 |
+
"--dataname", name, "--mode", "test", "--gpu", "0",
|
| 18 |
+
"--no_wandb", "--exp_name", r"adapter_learnable",
|
| 19 |
+
"--ckpt_path", r"/workspace/TabDiff/tabdiff/ckpt/pipeline_ds/adapter_learnable/model_500.pt",
|
| 20 |
+
"--num_samples_to_generate", str(int(6732)),
|
| 21 |
+
])
|
| 22 |
+
# test() 写入 tabdiff/result/<dataname>/<exp>/<epoch>/samples.csv
|
| 23 |
+
import glob as g
|
| 24 |
+
base = os.path.join(td, "tabdiff", "result", name, r"adapter_learnable")
|
| 25 |
+
best = None
|
| 26 |
+
best_t = -1.0
|
| 27 |
+
for root, _, files in os.walk(base):
|
| 28 |
+
if "samples.csv" in files:
|
| 29 |
+
p = os.path.join(root, "samples.csv")
|
| 30 |
+
t = os.path.getmtime(p)
|
| 31 |
+
if t > best_t:
|
| 32 |
+
best_t = t
|
| 33 |
+
best = p
|
| 34 |
+
if not best:
|
| 35 |
+
raise SystemExit("tabdiff: no samples.csv under " + base)
|
| 36 |
+
shutil.copy(best, r"/work/output-SpecializedModels/c5/tabdiff/tabdiff-c5-20260420_055925/tabdiff-c5-6732-20260420_060648.csv")
|
5090-Success/c5/tabdiff/tabdiff-c5-20260420_055925/_tabdiff_train.py
ADDED
|
@@ -0,0 +1,21 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
|
| 2 |
+
import os, shutil, subprocess, sys
|
| 3 |
+
td = r"/workspace/TabDiff"
|
| 4 |
+
name = r"pipeline_ds"
|
| 5 |
+
src = r"/work/output-SpecializedModels/c5/tabdiff/tabdiff-c5-20260420_055925/tabular_bundle/pipeline_ds"
|
| 6 |
+
dst_data = os.path.join(td, "data", name)
|
| 7 |
+
dst_syn = os.path.join(td, "synthetic", name)
|
| 8 |
+
shutil.rmtree(dst_data, ignore_errors=True)
|
| 9 |
+
shutil.copytree(src, dst_data)
|
| 10 |
+
os.makedirs(dst_syn, exist_ok=True)
|
| 11 |
+
for fn in ("real.csv", "test.csv", "val.csv"):
|
| 12 |
+
shutil.copy(os.path.join(src, fn), os.path.join(dst_syn, fn))
|
| 13 |
+
os.chdir(td)
|
| 14 |
+
os.environ["PYTHONPATH"] = td + os.pathsep + os.environ.get("PYTHONPATH", "")
|
| 15 |
+
os.environ["TABDIFF_SMOKE_STEPS"] = "500"
|
| 16 |
+
os.environ["TABDIFF_ADAPTER_TRAIN"] = "1"
|
| 17 |
+
subprocess.check_call([
|
| 18 |
+
sys.executable, "-m", "tabdiff.main",
|
| 19 |
+
"--dataname", name, "--mode", "train", "--gpu", "0",
|
| 20 |
+
"--no_wandb", "--exp_name", r"adapter_learnable",
|
| 21 |
+
])
|
5090-Success/c5/tabdiff/tabdiff-c5-20260420_055925/input_snapshot.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:bd9636cfcd1f978198a1fe48a6e3bf827037e4d30e83bbecdd576cb17c04be1a
|
| 3 |
+
size 1350
|
5090-Success/c5/tabdiff/tabdiff-c5-20260420_055925/models_tabdiff/trained.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:306660b8aad4549267c68390b017e15ddb9bc06a02c80515eb72a97ae31a81eb
|
| 3 |
+
size 74
|
5090-Success/c5/tabdiff/tabdiff-c5-20260420_055925/public_gate/normalized_schema_snapshot.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:6a82dde0a0b02bb1e4531b9f5e04984f7873c1c4981a2b343015d3a380445ebf
|
| 3 |
+
size 10604
|
5090-Success/c5/tabdiff/tabdiff-c5-20260420_055925/public_gate/public_gate_report.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:cb44bf24e6a7f07ae132440102f3b87d7e9090ba9ab8c151c25a589b4221c34b
|
| 3 |
+
size 912
|
5090-Success/c5/tabdiff/tabdiff-c5-20260420_055925/public_gate/staged_input_manifest.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:3b36c7b8e9d6afb2ddeac0101a19d665c5dbc046fe8236dd87766e08f96213f5
|
| 3 |
+
size 11385
|
5090-Success/c5/tabdiff/tabdiff-c5-20260420_055925/runtime_result.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:6b769627020fbbdf11e12f4462e380633f8b45a0caab431f412c3c6f00532456
|
| 3 |
+
size 605
|
5090-Success/c5/tabdiff/tabdiff-c5-20260420_055925/staged/public/staged_features.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:0ace7d0e8b3fdcd849ddbae15387f2fbaeb5a1756991805f39eca5eae193e7f7
|
| 3 |
+
size 2303
|
5090-Success/c5/tabdiff/tabdiff-c5-20260420_055925/staged/public/test.csv
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:22374ee05e54a92c07546639c8485d89e02a7c7b38db99ef9ac5dfb259bd032d
|
| 3 |
+
size 125218
|
5090-Success/c5/tabdiff/tabdiff-c5-20260420_055925/staged/public/train.csv
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:2a23d9f1558e4268759d44a5a58662ddff4e0b757a65c49e7019e9db25203034
|
| 3 |
+
size 997613
|
5090-Success/c5/tabdiff/tabdiff-c5-20260420_055925/staged/public/val.csv
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:fa96f3f053a3ae913c7cd723e390bf19f86afc22192eea09094e136ce2a6eb6c
|
| 3 |
+
size 124824
|
5090-Success/c5/tabdiff/tabdiff-c5-20260420_055925/staged/tabdiff/adapter_report.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:5afa5805512435fc849aaf79556eae4701059a49aa8ef34ea3cb93f9ee1edd4c
|
| 3 |
+
size 316
|
5090-Success/c5/tabdiff/tabdiff-c5-20260420_055925/staged/tabdiff/adapter_transforms_applied.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:4f53cda18c2baa0c0354bb5f9a3ecbe5ed12ab4d8e11ba873c2f11161202b945
|
| 3 |
+
size 2
|
5090-Success/c5/tabdiff/tabdiff-c5-20260420_055925/staged/tabdiff/model_input_manifest.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:0ebe7e165b07558a9043390ba388f804c2b4c070f54db9e3fda942c6c7d857e8
|
| 3 |
+
size 11577
|
5090-Success/c5/tabdiff/tabdiff-c5-20260420_055925/tabdiff-c5-6732-20260420_060648.csv
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:1488d58a9a2bd6dff9f664ea756887eb9f93762d10efd6751900ef7b5a43f955
|
| 3 |
+
size 311295
|
5090-Success/c5/tabdiff/tabdiff-c5-20260420_055925/tabdiff_train_meta.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:f847e0ef723d87c8f3448e352f47cc24c93249a7c601dcf2903fb003075437a8
|
| 3 |
+
size 82
|
5090-Success/c5/tabdiff/tabdiff-c5-20260420_055925/tabular_bundle/pipeline_ds/X_cat_test.npy
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:389c37893fd830ac4e262a3a53b9568956ddd4ea74820ee54d96d671bd95abdb
|
| 3 |
+
size 148496
|
5090-Success/c5/tabdiff/tabdiff-c5-20260420_055925/tabular_bundle/pipeline_ds/X_cat_train.npy
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:d2e5a8320a843e2485682b858182bafd262c91a7389b4627e7c2a43d15ca001a
|
| 3 |
+
size 1184960
|
5090-Success/c5/tabdiff/tabdiff-c5-20260420_055925/tabular_bundle/pipeline_ds/X_cat_val.npy
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:743a2862405bfe4585130f7767735125a7f412a5c65faddf2296bac9dd42e3b4
|
| 3 |
+
size 148144
|
5090-Success/c5/tabdiff/tabdiff-c5-20260420_055925/tabular_bundle/pipeline_ds/X_num_test.npy
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:b850f5917e1d237ec5f6c9e3bd9ca42f11d8cf5304f6096d40a004aa32893f5d
|
| 3 |
+
size 128
|
5090-Success/c5/tabdiff/tabdiff-c5-20260420_055925/tabular_bundle/pipeline_ds/X_num_train.npy
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:80f86d92d70d812c8834cd1824906c437baac6d0df9446c8f92f56aa2c762d54
|
| 3 |
+
size 128
|
5090-Success/c5/tabdiff/tabdiff-c5-20260420_055925/tabular_bundle/pipeline_ds/X_num_val.npy
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:96a17508af6c00fffd3bc9af50ce9d133ea4c7e037fa9c3068cbdf376981ddd7
|
| 3 |
+
size 128
|
5090-Success/c5/tabdiff/tabdiff-c5-20260420_055925/tabular_bundle/pipeline_ds/info.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:c394824c93bf4cad58137bf3ba16a91facb70095f8ff87465f1e5ce45814f6bd
|
| 3 |
+
size 3574
|
5090-Success/c5/tabdiff/tabdiff-c5-20260420_055925/tabular_bundle/pipeline_ds/real.csv
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:dd43460071d86dce017276becc12b0541051db9121551ce47da0d554f5741927
|
| 3 |
+
size 354085
|
5090-Success/c5/tabdiff/tabdiff-c5-20260420_055925/tabular_bundle/pipeline_ds/test.csv
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:32a28cbc85fdf1341dfb202b0034268effa08b15aed1faa9f291a20db1f5d3ba
|
| 3 |
+
size 44605
|
5090-Success/c5/tabdiff/tabdiff-c5-20260420_055925/tabular_bundle/pipeline_ds/val.csv
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:fdda52a19a0be6c4e399676ece5caa2355189af5b4571993592b404b8ad0a5f3
|
| 3 |
+
size 44537
|
5090-Success/c5/tabdiff/tabdiff-c5-20260420_055925/tabular_bundle/pipeline_ds/y_test.npy
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:207fa1b324f3cf0aa593a2ba26063ea41c2cde1ba9ab003e5c1a59ac2a7a4d5c
|
| 3 |
+
size 6872
|
5090-Success/c5/tabdiff/tabdiff-c5-20260420_055925/tabular_bundle/pipeline_ds/y_train.npy
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:1b36003f6d55aaa9706a2d1248efd2c4736d8f8d8a8fdac7857df93028d682ec
|
| 3 |
+
size 53984
|
5090-Success/c5/tabdiff/tabdiff-c5-20260420_055925/tabular_bundle/pipeline_ds/y_val.npy
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:d4ffb3741355db4f834b4237cf3021045df9f7343821ec96e53b2bb3019be77b
|
| 3 |
+
size 6856
|
5090-Success/c5/tabdiff/tabdiff-c5-20260420_055925/train_20260420_055925.log
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:2a585479cde8423c118421ea665b154af13a430f0b5f884f2e377f99d5d4980e
|
| 3 |
+
size 366108
|