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app.py
CHANGED
@@ -10,7 +10,7 @@ from dashboard_utils.bubbles import get_new_bubble_data
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wandb.login(anonymous="must")
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st.title("Training transformers together dashboard")
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st.
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steps, losses, alive_peers = get_main_metrics()
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source = pd.DataFrame({
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@@ -21,21 +21,22 @@ chart_loss = alt.Chart(source).mark_line().encode(
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x='steps',
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y='loss'
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)
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st.altair_chart(chart_loss)
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st.
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st.header("Snapshot")
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serialized_data, profiles = get_new_bubble_data()
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observers = observable(
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"Participants",
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notebook="d/9ae236a507f54046", # "@huggingface/participants-bubbles-chart",
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targets=["c_noaws"],
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redefine={"serializedData": serialized_data, "profileSimple": profiles},
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)
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st.header("Overtime")
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chart_alive_peer = alt.Chart(source).mark_line().encode(
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x='steps',
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y='alive participants'
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)
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st.altair_chart(chart_alive_peer)
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wandb.login(anonymous="must")
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st.title("Training transformers together dashboard")
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st.caption("Training Loss")
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steps, losses, alive_peers = get_main_metrics()
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source = pd.DataFrame({
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x='steps',
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y='loss'
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)
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st.altair_chart(chart_loss, use_container_width=True)
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st.caption("Number of alive participants over time")
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chart_alive_peer = alt.Chart(source).mark_line().encode(
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x='steps',
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y='alive participants'
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)
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st.altair_chart(chart_alive_peer, use_container_width=True)
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st.header("Collaborative training participants")
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serialized_data, profiles = get_new_bubble_data()
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with st.spinner('Wait for it...'):
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observers = observable(
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"Participants",
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notebook="d/9ae236a507f54046", # "@huggingface/participants-bubbles-chart",
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targets=["c_noaws"],
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redefine={"serializedData": serialized_data, "profileSimple": profiles},
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)
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