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We are using oneDAL distr algos to optimize Spark ML. Some metrics are missing and Could you check if you can add the following stats in distributed low-order moments (basic stats) ?
- count
- num…
xwu99 updated
2 years ago
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For now, we can only scale resources for model training vertically. We have to do research and determine how we can improve it.
Sub tasks:
* Create a list of frameworks which provide a way to distri…
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**Describe the bug**
Distributed training is getting stuck in the testing phase after loading saved model or throwing the EOFError: Ran out of input by running the following command from source
…
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### Validation Checklist
- [X] Is this a Kubeflow issue?
- [X] Are you posting in the right repository ?
- [X] Did you follow the installation guide https://github.com/kubeflow/manifests?tab=readme-o…
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```
[FedML-Server(0) @device-id-0] [Mon, 13 Mar 2023 21:38:39] [ERROR] [mlops_runtime_log.py:34:handle_exception] Uncaught exception
Traceback (most recent call last):
File "/content/FedML/python…
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Seems like no releases or PRs being merged for sometime now. In case this project is deprecated, what are suggested pathways for a user to enable distributed learning in the cloud please?
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```python
from distributed.protocol import deserialize_bytes
```
**What happened**:
Error trying to deserialize an object `dask_ml.decomposition.PCA` already fitted.
```python
OSError: Timed…
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# RFC: Enhancement of Multi-Tenancy in ML-Commons Plugin
## 1. Introduction
This RFC details the proposed low-level design for enhancing multi-tenancy in the ML-Commons plugin, aimed at providin…
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**Describe the issue**:
I'm trying to compute a histogram over a 12 TB array of pairwise distances and it fails.
Returns either `ValueError: memoryview is too large`
```
http://127.0.0.1:…
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There seems to be an issue with sklearn PCA+pipeline and dask_ml gridsearchCV. Please see my example below. Apologies if I am totally missing something.
Relevant Versions:
```
dask: 2.12.0
…
rmg55 updated
4 years ago