Weizheng Lu

Hi @cyrilchim ! As the Monte Carlo algorithm mainly use `tf.whil_loop` to simulate different time steps. I am wondering if `tf.while_loop` can do forward gradient?

> Hi @luweizheng, > > Yes, you can do forward gradient through the while loop. You can do some experimenting in the colab example [here](https://colab.research.google.com/github/google/tf-quant-finance/blob/master/tf_quant_finance/examples/jupyter_notebooks/Monte_Carlo_Euler_Scheme.ipynb). > > It can be...

I have the same error on my Titan RTX which is based on Turing architecture. After some trail and errors, I find the error may be related with cudnn version....

I use a workaround to fix this issue: ``` root: index subtrees: - numbered: true entries: - file: ch-intro/index entries: - file: ch-intro/computer-architecture - file: ch-intro/thread-process - file: ch-dask/index entries:...

> Nice workaround @luweizheng. Sorry for the delay in commenting on this. > > I suspect the main issue with the first `configuration` is you would need to add `numbered:...

Hi @mmcky Are there any solutions? sphinx-external-toc's doc does not have `part` keyword.

Test the methods in this PR, not work.

Maybe we should use a different approach on the control flows, like for loop. For example, the method in this [paper](https://ieeexplore.ieee.org/document/9458630/).

When the matrix is large, say: 100_000 * 100_000, using more nodes may help. Now I use 10 nodes. Each is with 512GB memory and 256GB /dev/shm. I do get...

We have already implemented `df.where` and `df.mask` in `python/xorbits/_mars/dataframe/indexing/where.py`.