My understanding is that to get the pydantic_data_converter to auto convert outputs, you need to pass a function reference, i.e. This properly returns a TestModel result: TestModel = await ...

Problem: I have implemented several step-size strategies (classic, Polyak, and Adagrad), but my subgradient algorithm either diverges or fails to converge. Initially, I focused on the problem: Initial ...

I’m working on a project that requires fully deterministic outputs across different machines using Ollama. I’ve ensured the following parameters are identical: Model quantization (e.g., llama2:7b-q4_0)...

I am creating an UDF expecting to be deterministic, i.e., it should give same result for same input. But it is not working as expected when the table is updated. Step #1. Create a table and insert few ...

I am writing a Pandas dataframe as HTML using this code import pandas as pd df = pd.DataFrame({ "a": [1] }) print(df.style.to_html()) I ran it once and it produced this output <style ...

We have an issue with the deterministic build in .NET8. We have a large project with many referenced libraries. For simplification, lets have lib2 which is referenced by lib1. If source code of lib2 ...

I'm trying to pinpoint the source of inconsistency in the results of a long computation across different hardware. Some computers produce result A, and others produce result B. Assuming all other ...

I'm trying to calculate the square root of integer values. It doesn't need to be very accurate, but it should be fast and deterministic across platforms. I'm using this for a RTS game with lockstep ...

I use the openssl crate for key generation and crypto functions. I would like to seed the PRNG (or at least add entropy from application with RAND_ADD()),. However it seems that it is not possible (...

This question is about determinism in an Azure orchestrator function that does some updates to a third-party system when an entity changes in the same third-party system. I am considering using ...

Just learned about DPDA's on my Theory of computation class. Professor gave us a semester task to create a deterministic pushdown automaton state diagram that is able to accept all strings multiples ...

I would like to use Google Tink for public key encryption / private key decryption, mostly because it's high-level enough and is available in a variety of programming languages (e.g. from Android and ...

I only have one letter available as a language (e.g.: x). If I now enter "xxx" or "xxxxx" then the machine should accept this input because in the former case the length is 3 and ...

Im trying to implement RSA based on custom padding value. cipher.init(ENCRYPT_MODE, publicKey,oaepParameter, secureRandom); I would like to change the secureRandom function to somthing else. ...

I need to summarise the total number of people alive, the total number of deaths, and some other cumulative indicators, in a deterministic compartmental model with parameters that vary each year. I’m ...