Raman Dutt
commited on
Commit
·
8b182af
1
Parent(s):
9e976f8
bar plot params changed
Browse files
app.py
CHANGED
@@ -107,6 +107,7 @@ def predict(
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OUTPUT_DIR="OUTPUT",
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):
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NUM_TUNABLE_PARAMS = {
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"full": 86,
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"attention": 26.7,
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@@ -139,8 +140,6 @@ def predict(
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result_pil_image = result_image["images"][0]
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# Create a Bar Plot displaying the number of tunable parameters for the selected PEFT Type
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-
# Create a Pandas DataFrame
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-
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df = pd.DataFrame(
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{
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"PEFT Type": list(NUM_TUNABLE_PARAMS.keys()),
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@@ -154,13 +153,14 @@ def predict(
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bar_plot = gr.BarPlot(
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value=df,
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x="
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y="Number of Tunable Parameters",
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-
label="PEFT Type",
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title="Number of Tunable Parameters",
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vertical=True,
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height=300,
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width=300,
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)
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return result_pil_image, bar_plot
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OUTPUT_DIR="OUTPUT",
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):
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+
BARPLOT_TITLE = "Tunable Parameters for {} Fine-Tuning".format(unet_pretraining_type)
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NUM_TUNABLE_PARAMS = {
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"full": 86,
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"attention": 26.7,
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result_pil_image = result_image["images"][0]
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# Create a Bar Plot displaying the number of tunable parameters for the selected PEFT Type
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df = pd.DataFrame(
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{
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"PEFT Type": list(NUM_TUNABLE_PARAMS.keys()),
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bar_plot = gr.BarPlot(
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value=df,
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+
x="Fine-Tuning Strategy",
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y="Number of Tunable Parameters",
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title="Number of Tunable Parameters",
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vertical=True,
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height=300,
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width=300,
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+
title=BARPLOT_TITLE,
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+
interactive=True,
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)
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return result_pil_image, bar_plot
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