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exec - 2025-11-26 08:50:04 - MAQAO 2025.1.3

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Global Metrics

Total Time (s)		12.41
Max (Thread Active Time) (s)		10.55
Average Active Time (s)		10.09
Activity Ratio (%)		87.6
Average number of active threads		78.058
Affinity Stability (%)		96.9
Time in analyzed loops (%)		81.7
Time in analyzed innermost loops (%)		80.8
Time in user code (%)		83.3
Compilation Options Score (%)		100.0
Array Access Efficiency (%)		65.5
Potential Speedups
Perfect Flow Complexity		1.00
Perfect OpenMP/MPI/Pthread/TBB		1.18
Perfect OpenMP/MPI/Pthread/TBB + Perfect Load Distribution		1.25
No Scalar Integer	Potential Speedup	1.15
	Nb Loops to get 80%	2
FP Vectorised	Potential Speedup	1.04
	Nb Loops to get 80%	1
Fully Vectorised	Potential Speedup	1.38
	Nb Loops to get 80%	2
FP Arithmetic Only	Potential Speedup	1.54
	Nb Loops to get 80%	2

CQA Potential Speedups Summary

Average Active Threads Count⏎

Loop Based Profile⏎

Innermost Loop Based Profile⏎

Application Categorization⏎

Compilation Options⏎

Source Object	Issue
▼libllama.so–
▼–
○	-g is missing for some functions (possibly ones added by the compiler), it is needed to have more accurate reports. Other recommended flags are: -O2/-O3, -march=(target)
○	-O2, -O3 or -Ofast is missing.
○	-mcpu=native is missing.
▼libggml-base.so–
○ggml.c
▼libggml-cpu.so–
○binary-ops.cpp
○kleidiai.cpp
○quants.c
○vec.cpp
○ggml-cpu.c
○ops.cpp

Loop Path Count Profile⏎

Cumulated Speedup If No Scalar Integer⏎

Cumulated Speedup If FP Vectorized⏎

Cumulated Speedup If Fully Vectorized⏎

Cumulated Speedup If FP Arithmetic Only⏎