FedML
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FedML-AI
FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a cross-cloud scheduler, further enables running any AI jobs on a...
When i tested on 'torch_fedavg_mnist_lr_one_line_example.py', i found that the sampled client_indexes were much larger than the ‘client_num_in_total’ i set in config.yaml file.  After checking the source code, i found...
Hello： **when I run the file mentioned in the title which is in the path of ‘FedML\python\examples\simulation\sp_fedavg_mnist_lr_example’， I got the following results：** ======== FedML (https://fedml.ai) ======== FedML version: 0.7.282 Execution...
How to run fedml /python/examples/simulation/MPI locally_ base_ framework_ The code in example, I use readme.md runs. The error in the figure appears. I have deployed the mqtt server locally. I...
When client_num_in_total is set to 4, it can be trained normally, and the evaluation index is also normal, but when I set it to other numbers (such as 6), the...
Hi, I build FedML platform using docker container provided by the authors. To see the performance of simple one server and one client example, I run `run_server.sh` and `run_client.sh` scripts...
when i run `!bash /FedML/python/app/fedcv/object_detection/run_simulation.sh 5 --allow-run-as-root` on the **colab pro** , get this error: `mpirun has detected an attempt to run as root. Running at root is *strongly* discouraged...
Hi , I have already install FedML (via conda) and try to run the example of fedcv-image_segmentation . I would like to run 2 client & 1 server with simulation...
Hello, I changed model type from "facebook/bart-base" to "facebook/bart-large-cnn". And get this error:  What should I do to slove this problem? Can you give me some tips?
I have a question about Subgraph-level and Node-level tasks. Under the recommendation systems of a single platform, such as movie recommendation, there is only the rating data of the movie...
Hello, I'm tryng to utilize fednlp to do some experiment which need to use other dataset as input, I tried to understand how to read example dataset but I don't...