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I am doing research with FedML now and I want to confirm whether the datasets provided in FedML are non-i.i.d or not.
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https://github.com/FedML-AI/FedNLP/blob/bd6dbb98e334637d69ad61e65f8d5ae75bf8d1cb/model/fed_transformers/classification/classification_model.py#L487
Combining client side learning rate warmp and sch…
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* AI News
* https://www.cnbc.com/2021/04/11/microsoft-in-advanced-talks-to-buy-speech-recognition-company-nuance.html?
* MS가 Nuance를??
* MS 헬스케어 산업 확장을 위한 교두보?
* https://digitalhumans.…
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I used `FedML-Server/client_simulator/mobile_client_simulator.py` to ran two cllients ,
and used `FedML-Server/executor/app.py` to ran a server on the same PC.
Even I set the argument "comm_round" t…
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Thank you for your nice codes.
I have a question about [main_fedavg.py#L115](https://github.com/FedML-AI/FedML/blob/master/fedml_experiments/standalone/fedavg/main_fedavg.py#L115):
`args.client_…
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File "/Users/chaoyanghe/sourcecode/FedML/fedml_api/model/cv/transformer/vit/vision_transformer.py", line 258, in forward
x, attn_weights = self.transformer(x)
File "/Users/chaoyanghe/opt/ana…
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## ❓ Questions and Help
I noticed that the demo and Youtube video of the PyTorch mobile android worked on the pre-trained model. I am wondering if we could achieve training on android using PyTorch?
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I think the FedML can use easily on another machine only by cloning the FedML without modifications. While the errors occur as follows:
Configures of computer:
1. 4 * RTX 3090, cuda 11.1
2. pytor…
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Code:
just insert one line of code in the file FedML/fedml_experiments/distributed/fedavg/mian_fedavg.py as shown in the fig1 below, others are just based on the latest **orgin/master.**
![imag…
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Traceback (most recent call last):
File "./main_fedavg.py", line 163, in
dataset = load_data(args, args.dataset)
File "./main_fedavg.py", line 109, in load_data
class_num = load_parti…