Why so long ?

[TDL77]

has been counting for several hours and the end is not even visible, on such a small dataset as
real_path = "Real_Datasets/Adult.csv"

[zhao-zilong]

Hi @TDL77 could you share more details? with only this description, I cannot locate the problems. Normally it is very fast.

[TDL77]

trying to play the file Experiment_Script_Adult.ipynb

I did this earlier on another computer and it took several days, I couldn’t wait and interrupted it, just launched it on my home laptop

[zhao-zilong]

@TDL77 in which step you blocked? training or sampling?

[TDL77]

traning stage

[tool.poetry]
name = "ctab-gan-plus"
version = "0.1.0"
description = ""
authors = ["TDL"]
readme = "README.md"

[tool.poetry.dependencies]
python = "^3.10"
numpy = "1.21.0"
torch = "^2.2.1"
pandas = "1.2.4"
scikit-learn = "^1.4.1.post1"
dython = "0.6.4.post1"
tqdm = "^4.66.2"

[tool.poetry.group.dev.dependencies]
ipykernel = "^6.29.3"

[build-system]
requires = ["poetry-core"]
build-backend = "poetry.core.masonry.api"

[zhao-zilong]

You can first set num_exp = 1 so that it will not train for 5 times as now.
But still, if there is no error, and it just blocks there, I cannot think about the reason.
I think you may need to add more prints in the fit function to see which function blocks the process.

[TDL77]

I can’t figure out where it gets stuck?!

[nayemmajhar]

@TDL77
Were you able to generate a sample dataset?
I am facing the same issue.
The model fits with data but generating a sample dataset takes infinity time.

[TDL77]

@TDL77 Were you able to generate a sample dataset? I am facing the same issue. The model fits with data but generating a sample dataset takes infinity time.

no

[zhao-zilong]

@nayemmajhar are you fitting with the demo dataset? If you are fitting another dataset, you may experience this error: #7 (comment)

[zhao-zilong]

@TDL77 sorry to hear that, so after you putting the print, in which step the code stops?

[nayemmajhar]

@nayemmajhar are you fitting with the demo dataset? If you are fitting another dataset, you may experience this error: #7 (comment)

I am using demo data for training.

[zhao-zilong]

@nayemmajhar with Adult dataset? is that possible for you to print some information to see in which line of code it stops? This demo has been run many times by me and my colleagues, should run without problems.