google / google/tf-quant-finance

times grid bug (XLA)

Open
#81 1 comment 0 reactions 0 assignees View on GitHub
Dominant language
Python
Stars
5.5k
Forks
698
PR merge metrics
No merged PRs in 30d

Description

Hi,

I noticed a problem with the time grid in euler_sample when XLA compilation (with dynamic shape for times) is used.

image

https://colab.research.google.com/drive/1kg8RChmJ3TxdONBHE1lIdCAmZKIXwGcY#scrollTo=pohADCcoTZMh

Thank you

Contributor guide

Open the contributing guide

Research direction

Start with euler_sample and reproduce the behavior using the linked Colab with XLA compilation and dynamically shaped times. Determine the expected time grid and verify that it remains correct under that configuration.

Written by the indexing model from the issue text.

Assessment

Tech stack
python, tensorflow
Domain
performance
Issue type
Bug
Difficulty
4/5
Estimated time
3-5 days
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
35/100

Get new issues in your inbox

A short digest of beginner-friendly GitHub issues.