Add remaining 5090 success run n3/tabdiff/tabdiff-n3-20260427_160923
Browse files- 5090-Success/n3/tabdiff/tabdiff-n3-20260427_160923/_tabdiff_gen.py +36 -0
- 5090-Success/n3/tabdiff/tabdiff-n3-20260427_160923/_tabdiff_train.py +21 -0
- 5090-Success/n3/tabdiff/tabdiff-n3-20260427_160923/input_snapshot.json +3 -0
- 5090-Success/n3/tabdiff/tabdiff-n3-20260427_160923/models_tabdiff/trained.pt +3 -0
- 5090-Success/n3/tabdiff/tabdiff-n3-20260427_160923/public_gate/normalized_schema_snapshot.json +3 -0
- 5090-Success/n3/tabdiff/tabdiff-n3-20260427_160923/public_gate/public_gate_report.json +3 -0
- 5090-Success/n3/tabdiff/tabdiff-n3-20260427_160923/public_gate/staged_input_manifest.json +3 -0
- 5090-Success/n3/tabdiff/tabdiff-n3-20260427_160923/runtime_result.json +3 -0
- 5090-Success/n3/tabdiff/tabdiff-n3-20260427_160923/staged/public/staged_features.json +3 -0
- 5090-Success/n3/tabdiff/tabdiff-n3-20260427_160923/staged/public/test.csv +3 -0
- 5090-Success/n3/tabdiff/tabdiff-n3-20260427_160923/staged/public/train.csv +3 -0
- 5090-Success/n3/tabdiff/tabdiff-n3-20260427_160923/staged/public/val.csv +3 -0
- 5090-Success/n3/tabdiff/tabdiff-n3-20260427_160923/staged/tabdiff/adapter_report.json +3 -0
- 5090-Success/n3/tabdiff/tabdiff-n3-20260427_160923/staged/tabdiff/adapter_transforms_applied.json +3 -0
- 5090-Success/n3/tabdiff/tabdiff-n3-20260427_160923/staged/tabdiff/model_input_manifest.json +3 -0
- 5090-Success/n3/tabdiff/tabdiff-n3-20260427_160923/tabdiff-n3-3918-20260427_161600.csv +3 -0
- 5090-Success/n3/tabdiff/tabdiff-n3-20260427_160923/tabdiff_train_meta.json +3 -0
- 5090-Success/n3/tabdiff/tabdiff-n3-20260427_160923/tabular_bundle/pipeline_ds/X_cat_test.npy +3 -0
- 5090-Success/n3/tabdiff/tabdiff-n3-20260427_160923/tabular_bundle/pipeline_ds/X_cat_train.npy +3 -0
- 5090-Success/n3/tabdiff/tabdiff-n3-20260427_160923/tabular_bundle/pipeline_ds/X_cat_val.npy +3 -0
- 5090-Success/n3/tabdiff/tabdiff-n3-20260427_160923/tabular_bundle/pipeline_ds/X_num_test.npy +3 -0
- 5090-Success/n3/tabdiff/tabdiff-n3-20260427_160923/tabular_bundle/pipeline_ds/X_num_train.npy +3 -0
- 5090-Success/n3/tabdiff/tabdiff-n3-20260427_160923/tabular_bundle/pipeline_ds/X_num_val.npy +3 -0
- 5090-Success/n3/tabdiff/tabdiff-n3-20260427_160923/tabular_bundle/pipeline_ds/info.json +3 -0
- 5090-Success/n3/tabdiff/tabdiff-n3-20260427_160923/tabular_bundle/pipeline_ds/real.csv +3 -0
- 5090-Success/n3/tabdiff/tabdiff-n3-20260427_160923/tabular_bundle/pipeline_ds/test.csv +3 -0
- 5090-Success/n3/tabdiff/tabdiff-n3-20260427_160923/tabular_bundle/pipeline_ds/val.csv +3 -0
- 5090-Success/n3/tabdiff/tabdiff-n3-20260427_160923/tabular_bundle/pipeline_ds/y_test.npy +3 -0
- 5090-Success/n3/tabdiff/tabdiff-n3-20260427_160923/tabular_bundle/pipeline_ds/y_train.npy +3 -0
- 5090-Success/n3/tabdiff/tabdiff-n3-20260427_160923/tabular_bundle/pipeline_ds/y_val.npy +3 -0
- 5090-Success/n3/tabdiff/tabdiff-n3-20260427_160923/train_20260427_160923.log +3 -0
5090-Success/n3/tabdiff/tabdiff-n3-20260427_160923/_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/n3/tabdiff/tabdiff-n3-20260427_160923/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(3918)),
|
| 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/n3/tabdiff/tabdiff-n3-20260427_160923/tabdiff-n3-3918-20260428_051455.csv")
|
5090-Success/n3/tabdiff/tabdiff-n3-20260427_160923/_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/n3/tabdiff/tabdiff-n3-20260427_160923/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/n3/tabdiff/tabdiff-n3-20260427_160923/input_snapshot.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:a467a69b3000ad8bd77f729132fdc6e9c3a1fbff6ea684ca5b8305255dd07694
|
| 3 |
+
size 1346
|
5090-Success/n3/tabdiff/tabdiff-n3-20260427_160923/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/n3/tabdiff/tabdiff-n3-20260427_160923/public_gate/normalized_schema_snapshot.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:f0d6ea2b78489a6f1d2a4546e12404214ae439c9439a9922bea713ec72b4b12a
|
| 3 |
+
size 5698
|
5090-Success/n3/tabdiff/tabdiff-n3-20260427_160923/public_gate/public_gate_report.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:a4967e78d725b24c05f5b3570c195d02364189d2b48e7c72f7b0d60a203964a4
|
| 3 |
+
size 914
|
5090-Success/n3/tabdiff/tabdiff-n3-20260427_160923/public_gate/staged_input_manifest.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:08484546def74acb722b196e52ef19eeec72032301cebec1c98f7175f87a93f9
|
| 3 |
+
size 6479
|
5090-Success/n3/tabdiff/tabdiff-n3-20260427_160923/runtime_result.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:5f9f30eac2a4d55e5ac64581a3e3485d93468c450ed1bb46f7da61a1f885ca33
|
| 3 |
+
size 844
|
5090-Success/n3/tabdiff/tabdiff-n3-20260427_160923/staged/public/staged_features.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:554e7aee4c0517bcf9d7810fc4a5563b6ed24d721bc267fee16aa28edd889143
|
| 3 |
+
size 1179
|
5090-Success/n3/tabdiff/tabdiff-n3-20260427_160923/staged/public/test.csv
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:19e107152a94432e2a37ff045c00cfe35e1be30208b1553080d7dd0ede256d3b
|
| 3 |
+
size 28944
|
5090-Success/n3/tabdiff/tabdiff-n3-20260427_160923/staged/public/train.csv
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:7813c8cca73ba4bfc6559215257b341c21e459980ad17ae6ddc809306bc9a0b9
|
| 3 |
+
size 229945
|
5090-Success/n3/tabdiff/tabdiff-n3-20260427_160923/staged/public/val.csv
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:cf5979d9675567d9d6642640c9b84fc6c49e492604144723c30f50516c05cee6
|
| 3 |
+
size 28791
|
5090-Success/n3/tabdiff/tabdiff-n3-20260427_160923/staged/tabdiff/adapter_report.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:6dca0145b7a2350e022d23ad05757136faf9886d2bcc9b2a052cdcf49b03d2ae
|
| 3 |
+
size 316
|
5090-Success/n3/tabdiff/tabdiff-n3-20260427_160923/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/n3/tabdiff/tabdiff-n3-20260427_160923/staged/tabdiff/model_input_manifest.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:c99f69fc637fd7ec127ae06a2d17168ad4cf87e27ebf3961ea3fd40d56d91f25
|
| 3 |
+
size 6671
|
5090-Success/n3/tabdiff/tabdiff-n3-20260427_160923/tabdiff-n3-3918-20260427_161600.csv
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:6caa6584f66cf33ba42657eb9305af3d1d2732c73641ab979dcd3609b76f365c
|
| 3 |
+
size 339591
|
5090-Success/n3/tabdiff/tabdiff-n3-20260427_160923/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/n3/tabdiff/tabdiff-n3-20260427_160923/tabular_bundle/pipeline_ds/X_cat_test.npy
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:4ce91b6dfaf19448a869b5bcb1f1753fec40a00d88e1d5fcc00cbb024cc1e6f5
|
| 3 |
+
size 128
|
5090-Success/n3/tabdiff/tabdiff-n3-20260427_160923/tabular_bundle/pipeline_ds/X_cat_train.npy
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:87f6573fdfd40c6332a9ef925bcb48bc20f08b3a6f72b6dceb949ae36d1871f7
|
| 3 |
+
size 128
|
5090-Success/n3/tabdiff/tabdiff-n3-20260427_160923/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:e48d6349fe17746f671f60130a98df5a33aa01efaa9a952048058757e4928d96
|
| 3 |
+
size 128
|
5090-Success/n3/tabdiff/tabdiff-n3-20260427_160923/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:b2cd4ab669626ec5a99adf028a895d59a75ebc9bb91ab71c41c77391df775cfe
|
| 3 |
+
size 21732
|
5090-Success/n3/tabdiff/tabdiff-n3-20260427_160923/tabular_bundle/pipeline_ds/X_num_train.npy
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:093d8f405d764277d5a007953f25ab6466f0857f71f0d8f3c437463fb5bf240a
|
| 3 |
+
size 172520
|
5090-Success/n3/tabdiff/tabdiff-n3-20260427_160923/tabular_bundle/pipeline_ds/X_num_val.npy
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:9dc17f5d2988db8878c402437cb8c4418dacde526af02239d35f7cc882070441
|
| 3 |
+
size 21644
|
5090-Success/n3/tabdiff/tabdiff-n3-20260427_160923/tabular_bundle/pipeline_ds/info.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:6b0b7515358b77dc990eb6a8a4e66ca9550129ac9122806c53df1a12ed8a1c3c
|
| 3 |
+
size 2507
|
5090-Success/n3/tabdiff/tabdiff-n3-20260427_160923/tabular_bundle/pipeline_ds/real.csv
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:7813c8cca73ba4bfc6559215257b341c21e459980ad17ae6ddc809306bc9a0b9
|
| 3 |
+
size 229945
|
5090-Success/n3/tabdiff/tabdiff-n3-20260427_160923/tabular_bundle/pipeline_ds/test.csv
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:19e107152a94432e2a37ff045c00cfe35e1be30208b1553080d7dd0ede256d3b
|
| 3 |
+
size 28944
|
5090-Success/n3/tabdiff/tabdiff-n3-20260427_160923/tabular_bundle/pipeline_ds/val.csv
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:cf5979d9675567d9d6642640c9b84fc6c49e492604144723c30f50516c05cee6
|
| 3 |
+
size 28791
|
5090-Success/n3/tabdiff/tabdiff-n3-20260427_160923/tabular_bundle/pipeline_ds/y_test.npy
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:bbf1ed0f154d853f0c8a86aa0c4f8bf1a3f3c0740850456b100f756b752d4a4a
|
| 3 |
+
size 4056
|
5090-Success/n3/tabdiff/tabdiff-n3-20260427_160923/tabular_bundle/pipeline_ds/y_train.npy
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:85ed37c52f0ea54dfd3a476dcfafff02d61e92783748e5ee9aadfad20578bcb1
|
| 3 |
+
size 31472
|
5090-Success/n3/tabdiff/tabdiff-n3-20260427_160923/tabular_bundle/pipeline_ds/y_val.npy
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:7d425ee281bcac1395c3098261d557c6812fde1a6b567ac486b3f7768e2ee60f
|
| 3 |
+
size 4040
|
5090-Success/n3/tabdiff/tabdiff-n3-20260427_160923/train_20260427_160923.log
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:b3ba83d747cb09d5bbe86a4cee92e63fabb64dda08f698db8c0ab414b8f830e4
|
| 3 |
+
size 292526
|