Spaces:
Running
Running
Commit
·
37d35c3
1
Parent(s):
30632f8
Update app.py
Browse files
app.py
CHANGED
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@@ -22,14 +22,33 @@ BENCHMARKS = {
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def plot_acc_param(param_compare_results_df: pl.DataFrame, width: int = 1000, height: int = 680) -> alt.LayerChart:
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df = param_compare_results_df.select(
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"Model name",
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)
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base = df.plot.point(
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x="Parameters (M)",
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y="Accuracy",
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color="Model type",
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shape="Resolution:N",
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tooltip=[
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)
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text = base.mark_text(align="center", baseline="middle", dy=-10).encode(text="Model name")
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frontier = df.plot.line(x="Parameters (M)", y="Pareto frontier (p)").mark_line(
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@@ -57,6 +76,9 @@ def plot_acc_memory(memory_compare_results_df: pl.DataFrame, width: int = 900, h
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"Peak GPU memory (MB)",
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"Parameters (M)",
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"Pareto frontier (mem)",
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)
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base = df.plot.point(
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x="Peak GPU memory (MB)",
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@@ -71,6 +93,9 @@ def plot_acc_memory(memory_compare_results_df: pl.DataFrame, width: int = 900, h
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"Model name",
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"Model type",
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"Resolution",
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],
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)
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text = base.mark_text(align="center", baseline="middle", dy=-10).encode(text="Model name")
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@@ -107,6 +132,9 @@ def plot_acc_rate(rate_compare_results_df: pl.DataFrame, width: int = 1000, heig
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"ms / sample",
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"Parameters (M)",
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"Pareto frontier (ms)",
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)
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base = df.plot.point(
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x="ms / sample",
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@@ -121,6 +149,9 @@ def plot_acc_rate(rate_compare_results_df: pl.DataFrame, width: int = 1000, heig
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"Model name",
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"Model type",
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"Resolution",
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],
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)
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text = base.mark_text(align="center", baseline="middle", dy=-10).encode(text="Model name")
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def plot_acc_param(param_compare_results_df: pl.DataFrame, width: int = 1000, height: int = 680) -> alt.LayerChart:
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df = param_compare_results_df.select(
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"Model name",
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"Model type",
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"Accuracy",
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"Top-3 accuracy",
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"Resolution",
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"Parameters (M)",
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"Pareto frontier (p)",
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"Intermediate",
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"MIM",
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"Distilled",
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)
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base = df.plot.point(
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x="Parameters (M)",
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y="Accuracy",
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color="Model type",
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shape="Resolution:N",
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tooltip=[
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"Parameters (M)",
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"Accuracy",
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"Top-3 accuracy",
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"Model name",
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"Model type",
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"Resolution",
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"Intermediate",
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"MIM",
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"Distilled",
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],
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)
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text = base.mark_text(align="center", baseline="middle", dy=-10).encode(text="Model name")
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frontier = df.plot.line(x="Parameters (M)", y="Pareto frontier (p)").mark_line(
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"Peak GPU memory (MB)",
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"Parameters (M)",
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"Pareto frontier (mem)",
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"Intermediate",
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"MIM",
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"Distilled",
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)
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base = df.plot.point(
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x="Peak GPU memory (MB)",
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"Model name",
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"Model type",
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"Resolution",
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"Intermediate",
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"MIM",
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"Distilled",
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],
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)
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text = base.mark_text(align="center", baseline="middle", dy=-10).encode(text="Model name")
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"ms / sample",
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"Parameters (M)",
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"Pareto frontier (ms)",
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"Intermediate",
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"MIM",
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"Distilled",
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)
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base = df.plot.point(
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x="ms / sample",
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"Model name",
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"Model type",
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"Resolution",
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"Intermediate",
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"MIM",
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"Distilled",
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],
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)
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text = base.mark_text(align="center", baseline="middle", dy=-10).encode(text="Model name")
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