{{ title }} - PipelineScope Report

Total Runtime

{{ total_runtime_sec }}s

{{ total_runtime_ms | round(2) }} milliseconds

Functions Profiled

User-defined functions

Sample Size

Records processed

Projected Scale

Adjust to see impact at any scale

🔍 Function Analysis (Top 5)

{% if has_gpu_data %} {% endif %} {% for i in range(all_functions | length) %} {% set func = all_functions[i] %} {% if has_gpu_data %} {% endif %} {% endfor %}

Rank	Function	Module	Self Time (ms)	Projected Time (ms)	% of Total	Calls	CPU %	Memory (MB)	Avg GPU (%)	Peak GPU (MB)
{{ i + 1 }}	{{ all_functions[i].display_name }}	{{ all_functions[i].module }}	{{ all_functions[i].self_time_ms \| round(2) }} {{ all_functions[i].self_time_ms \| format_time }}	{{ "%.2f"\|format(all_functions[i].projected_self_time_ms) }} {{ all_functions[i].projected_self_time_ms \| format_time }}	{{ all_functions[i].percentage \| round(2) }}%	{{ all_functions[i].call_count }}	{{ all_functions[i].avg_cpu_percent \| round(2) }}	{{ all_functions[i].peak_memory_mb \| round(2) }}	{{ all_functions[i].avg_gpu_utilization if all_functions[i].avg_gpu_utilization > 0 else "—" }}	{{ all_functions[i].peak_gpu_memory_mb if all_functions[i].peak_gpu_memory_mb > 0 else "—" }}

🏆 Module Performance Ranking

{% for module in top_modules %} {% endfor %}

Function / Method	Self Time (ms)	Projected Time (ms)	% of Total	Calls
{{ module.module_name }}	{{ module.total_time_ms \| round(2) }}	{{ "%.2f"\|format(module.projected_time_ms) }} {{ module.projected_time_ms \| format_time }}	{{ module.percentage \| round(2) }}%	{{ module.total_calls }}