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Update app.py
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app.py
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@@ -311,10 +311,11 @@ def test(net, testloader):
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def main():
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st.write("## Federated Learning with dynamic models and datasets for mobile devices")
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dataset_name = st.selectbox("Dataset", ["imdb", "amazon_polarity", "ag_news"])
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net = AutoModelForSequenceClassification.from_pretrained(model_name, num_labels=2).to(DEVICE)
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model_name = st.selectbox("Model", ["facebook/hubert-base-ls960","bert-base-uncased", "distilbert-base-uncased"])
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NUM_CLIENTS = st.slider("Number of Clients", min_value=1, max_value=10, value=2)
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NUM_ROUNDS = st.slider("Number of Rounds", min_value=1, max_value=10, value=3)
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def main():
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st.write("## Federated Learning with dynamic models and datasets for mobile devices")
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dataset_name = st.selectbox("Dataset", ["audio_instruction_task","imdb", "amazon_polarity", "ag_news"])
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model_name = st.selectbox("Model", ["facebook/hubert-base-ls960","bert-base-uncased", "distilbert-base-uncased"])
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net = AutoModelForSequenceClassification.from_pretrained(model_name, num_labels=2).to(DEVICE)
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NUM_CLIENTS = st.slider("Number of Clients", min_value=1, max_value=10, value=2)
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NUM_ROUNDS = st.slider("Number of Rounds", min_value=1, max_value=10, value=3)
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