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import gradio as gr
from markup import highlight, get_text
from template import get_templates
templates = get_templates()
def change(inp):
"""Based on an `inp`, render and highlight the appropriate code sample.
Args:
inp (`str`):
The input button from the interface.
Returns:
`tuple`: A tuple of the highlighted code diff, and the title for the section.
"""
code, explanation, docs = get_text(inp)
if inp == "Basic":
return (highlight(code), "## Accelerate Code (Base Integration)", explanation, docs)
elif inp == "Calculating Metrics":
return (highlight(code), f"## Accelerate Code ({inp})", explanation, docs)
else:
return (highlight(code), f"## Accelerate Code ({inp})", explanation, docs)
default = change("Basic")
with gr.Blocks() as demo:
inp = gr.Radio(
["Basic", "Calculating Metrics", "Checkpointing", "Experiment Tracking", "Gradient Accumulation"],
label="Select a feature you would like to integrate",
value="Basic"
)
with gr.Row():
with gr.Column():
feature = gr.Markdown("## Accelerate Code")
out = gr.Markdown(default[0])
with gr.Row():
with gr.Column():
gr.Markdown(default[1])
explanation = gr.Markdown(default[2])
with gr.Row():
with gr.Column():
gr.Markdown("## Documentation Links")
docs = gr.Markdown(default[3])
inp.change(
fn=change,
inputs=inp,
outputs=[out, feature, explanation, docs]
)
demo.launch()