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llama-cli - 2025-10-10 10:43:28 - MAQAO 2025.1.2

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Global Metrics

Total Time (s)		109.87
Max (Thread Active Time) (s)		108.53
Average Active Time (s)		108.14
Activity Ratio (%)		99.5
Average number of active threads		51.178
Affinity Stability (%)		69.2
Time in analyzed loops (%)		85.8
Time in analyzed innermost loops (%)		85.6
Time in user code (%)		86.2
Compilation Options Score (%)		16.6
Array Access Efficiency (%)		67.0
Potential Speedups
Iterations Count		1.00
Perfect Flow Complexity		1.00
Perfect OpenMP/MPI/Pthread/TBB		1.10
Perfect OpenMP/MPI/Pthread/TBB + Perfect Load Distribution		1.16
No Scalar Integer	Potential Speedup	1.00
	Nb Loops to get 80%	2
FP Vectorised	Potential Speedup	1.33
	Nb Loops to get 80%	1
Fully Vectorised	Potential Speedup	2.11
	Nb Loops to get 80%	1
Data In L1 Cache	Potential Speedup	2.08
	Nb Loops to get 80%	1
FP Arithmetic Only	Potential Speedup	1.01
	Nb Loops to get 80%	7

CQA Potential Speedups Summary

Average Active Threads Count⏎

Loop Based Profile⏎

Innermost Loop Based Profile⏎

Application Categorization⏎

Compilation Options⏎

Source Object	Issue
▼llama-cli–
▼–
○	-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.
○	-march=(target) is missing.
▼libggml-cpu.so–
▼sgemm.cpp–
○	-g is missing for some functions (possibly ones added by the compiler), but debug locations are available. Some analysis may be inaccurate.
○	-O2, -O3 or -Ofast is missing.
○	-x(target) or -ax(target) is missing.
▼quants.c–
○	-g is missing for some functions (possibly ones added by the compiler), but debug locations are available. Some analysis may be inaccurate.
○	-O2, -O3 or -Ofast is missing.
○	-x(target) or -ax(target) is missing.
▼vec.cpp–
○	-g is missing for some functions (possibly ones added by the compiler), but debug locations are available. Some analysis may be inaccurate.
○	-O2, -O3 or -Ofast is missing.
○	-x(target) or -ax(target) is missing.
▼ggml-cpu.c–
○	-g is missing for some functions (possibly ones added by the compiler), but debug locations are available. Some analysis may be inaccurate.
○	-O2, -O3 or -Ofast is missing.
○	-x(target) or -ax(target) is missing.
▼ops.cpp–
○	-g is missing for some functions (possibly ones added by the compiler), but debug locations are available. Some analysis may be inaccurate.
○	-O2, -O3 or -Ofast is missing.
○	-x(target) or -ax(target) is missing.

Loop Iteration Count Profile⏎

Loop Path Count Profile⏎

Cumulated Speedup If No Scalar Integer⏎

Cumulated Speedup If FP Vectorized⏎

Cumulated Speedup If Fully Vectorized⏎

Cumulated Speedup If Data In L1⏎

Cumulated Speedup If FP Arithmetic Only⏎