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feat: add roofline analysis (RooflineAnalyzer, measure_peaks) #5

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Merged
nathanhubens merged 2 commits into from
Apr 21, 2026
Merged

feat: add roofline analysis (RooflineAnalyzer, measure_peaks) #5

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e6e7a67
feat: add roofline analysis (RooflineAnalyzer, measure_peaks)
nathanhubens Apr 17, 2026
d233df7
fix: use #|notest instead of #|slow for CI-skipped cells
nathanhubens Apr 17, 2026
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5 changes: 5 additions & 0 deletions fasterbench/__init__.py
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Original file line number Diff line number Diff line change
Expand Up @@ -19,6 +19,9 @@
from .compute import ComputeMetrics, compute_compute
from .memory import MemoryMetrics, compute_memory, compute_memory_multi
from .energy import EnergyMetrics, compute_energy, compute_energy_multi
from fasterbench.roofline import (
HardwarePeaks, RooflinePoint, measure_peaks, clear_peaks_cache, RooflineAnalyzer,
)
from .plot import create_radar_plot, SPECS
from .utils import parse_metric_value

Expand All @@ -38,6 +41,8 @@
'MemoryMetrics', 'compute_memory', 'compute_memory_multi',
# Energy
'EnergyMetrics', 'compute_energy', 'compute_energy_multi',
# Roofline
'HardwarePeaks', 'RooflinePoint', 'measure_peaks', 'clear_peaks_cache', 'RooflineAnalyzer',
# Plot
'create_radar_plot', 'SPECS',
# Report
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30 changes: 30 additions & 0 deletions fasterbench/_modidx.py
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Expand Up @@ -130,6 +130,36 @@
'fasterbench.report._generate_css': ('analysis/report.html#_generate_css', 'fasterbench/report.py'),
'fasterbench.report._improvement_indicator': ( 'analysis/report.html#_improvement_indicator',
'fasterbench/report.py')},
'fasterbench.roofline': { 'fasterbench.roofline.HardwarePeaks': ( 'analysis/roofline.html#hardwarepeaks',
'fasterbench/roofline.py'),
'fasterbench.roofline.HardwarePeaks.as_dict': ( 'analysis/roofline.html#hardwarepeaks.as_dict',
'fasterbench/roofline.py'),
'fasterbench.roofline.RooflineAnalyzer': ( 'analysis/roofline.html#rooflineanalyzer',
'fasterbench/roofline.py'),
'fasterbench.roofline.RooflineAnalyzer.__init__': ( 'analysis/roofline.html#rooflineanalyzer.__init__',
'fasterbench/roofline.py'),
'fasterbench.roofline.RooflineAnalyzer.plot': ( 'analysis/roofline.html#rooflineanalyzer.plot',
'fasterbench/roofline.py'),
'fasterbench.roofline.RooflineAnalyzer.profile': ( 'analysis/roofline.html#rooflineanalyzer.profile',
'fasterbench/roofline.py'),
'fasterbench.roofline.RooflineAnalyzer.results': ( 'analysis/roofline.html#rooflineanalyzer.results',
'fasterbench/roofline.py'),
'fasterbench.roofline.RooflineAnalyzer.summary': ( 'analysis/roofline.html#rooflineanalyzer.summary',
'fasterbench/roofline.py'),
'fasterbench.roofline.RooflinePoint': ( 'analysis/roofline.html#rooflinepoint',
'fasterbench/roofline.py'),
'fasterbench.roofline.RooflinePoint.as_dict': ( 'analysis/roofline.html#rooflinepoint.as_dict',
'fasterbench/roofline.py'),
'fasterbench.roofline._layer_flops': ( 'analysis/roofline.html#_layer_flops',
'fasterbench/roofline.py'),
'fasterbench.roofline._pinned_benchmark_flags': ( 'analysis/roofline.html#_pinned_benchmark_flags',
'fasterbench/roofline.py'),
'fasterbench.roofline._setup_roofline_hooks': ( 'analysis/roofline.html#_setup_roofline_hooks',
'fasterbench/roofline.py'),
'fasterbench.roofline.clear_peaks_cache': ( 'analysis/roofline.html#clear_peaks_cache',
'fasterbench/roofline.py'),
'fasterbench.roofline.measure_peaks': ( 'analysis/roofline.html#measure_peaks',
'fasterbench/roofline.py')},
'fasterbench.size': { 'fasterbench.size.SizeMetrics': ('metrics/size.html#sizemetrics', 'fasterbench/size.py'),
'fasterbench.size.SizeMetrics.as_dict': ('metrics/size.html#sizemetrics.as_dict', 'fasterbench/size.py'),
'fasterbench.size.compute_size': ('metrics/size.html#compute_size', 'fasterbench/size.py'),
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