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I am new to doing distributed training and inference of ML models. If I have say 4 GPU nodes in a spark cluster, will this library help me train and do inference on the models without having to go in…
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### Your current environment
The output of `python collect_env.py`
```text
PyTorch version: 2.4.0+cu121
Is debug build: False
CUDA used to build PyTorch: 12.1
ROCM used to build PyTorch: N…
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Currently, electronic friction implementations are distributed across multiple places, so I'd like to clear up a bit.
In general, Stochastic dynamics with a Langevin-type equation of motion exist …
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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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### Checklist
- [ ] The issue exists after disabling all extensions
- [X] The issue exists on a clean installation of webui
- [ ] The issue is caused by an extension, but I believe it is caused by a …
Ael07 updated
8 months ago
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### Description
Learn more about `Ray AIR`_ and its libraries:
- `Data`_: Scalable Datasets for ML
- `Train`_: Distributed Training
- `Tune`_: Scalable Hyperparameter Tuning
- `RLlib`_: Scalabl…
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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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### System Info
- `transformers` version: 4.40.1
- Platform: Linux-5.10.214-202.855.amzn2.x86_64-x86_64-with-glibc2.35
- Python version: 3.10.14
- Huggingface_hub version: 0.23.0
- Safetensors …
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🚀 The feature, motivation and pitch
# RFC: Multi-Gpu Python Frontend API
This RFC compares and contrasts some ideas for exposing multi-gpu support in the python frontend.
1. The current `multigpu_sc…
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The following file contains non-equivalent processes. Sometimes the analysis is conclusive, sometimes it is interrupted by the internal error before starting the analysis:
```Internal Error: [distr…