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Add support for advanced optimization algorithms like Adam, RMSprop, and AdaGrad to enhance the convergence speed and improve performance on complex datasets.
**Objective**:
Enable users to select …
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### Is there an existing issue for this?
- [X] I have searched the existing issues
### Feature Description
The work I propose involves:
Implementing key optimizers such as Stochastic Gradient De…
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I have two feature requests related to optimization tracking and strategy management in Trace:
1. **Persistent Storage of Optimization Steps**
How can I store each optimization step (including p…
doxav updated
11 hours ago
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### Search before asking
- [X] I had searched in the [issues](https://github.com/apache/kvrocks/issues) and found no similar issues.
### Motivation
This includes:
- Implementing full-text…
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Hello! While fitting VQC on a (3599, 20) training dataset I faced the following exception:
`MemoryError: Unable to allocate 1.64 GiB for an array with shape (1048576,) and data type
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I was trying to run the submission_runner.py file inside the docker and got a TypeError,
Use these commands to reproduce the error:
```
sudo docker run -it -v /algorithmic-efficiency:/algorithmic…
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### What happened + What you expected to happen
Initializing `ImpalaTF2Policy` currently throws a ValueError since `self.cur_lr` is a tf.Variable but the optimizer class only takes floats, LearningRa…
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## Current Situation / Problem you want to solve
The proposal in this issue concerns the functions `criterion_plot`, `profile_plot` and `convergence_plot`.
- The `criterion_plot` uses the number…
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### 🚀 The feature, motivation and pitch
A new optimizer "Lion" was proposed in Symbolic Discovery of Optimization Algorithms
https://arxiv.org/pdf/2302.06675.pdf
It is simple, memory efficient an…
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- [X] I have marked all applicable categories:
+ [ ] exception-raising bug
+ [ ] RL algorithm bug
+ [ ] system worker bug
+ [ ] system utils bug
+ [X] code design/refactor
…