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exec - 2025-09-16 13:49:12 - MAQAO 2025.1.2

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Global Metrics

Total Time (s)		11.17
Max (Thread Active Time) (s)		10.55
Average Active Time (s)		10.27
Activity Ratio (%)		96.9
Average number of active threads		88.277
Affinity Stability (%)		99.3
Time in analyzed loops (%)		73.2
Time in analyzed innermost loops (%)		72.4
Time in user code (%)		74.0
Compilation Options Score (%)		99.3
Array Access Efficiency (%)		92.4
Potential Speedups
Perfect Flow Complexity		1.00
Perfect OpenMP/MPI/Pthread/TBB		1.23
Perfect OpenMP/MPI/Pthread/TBB + Perfect Load Distribution		1.38
No Scalar Integer	Potential Speedup	1.14
	Nb Loops to get 80%	1
FP Vectorised	Potential Speedup	1.06
	Nb Loops to get 80%	1
Fully Vectorised	Potential Speedup	1.28
	Nb Loops to get 80%	1
FP Arithmetic Only	Potential Speedup	1.58
	Nb Loops to get 80%	1

CQA Potential Speedups Summary

Average Active Threads Count⏎

Loop Based Profile⏎

Innermost Loop Based Profile⏎

Application Categorization⏎

Compilation Options⏎

Source Object	Issue
▼libllama.so–
○hashtable.h
○llama-sampling.cpp
○llama-arch.cpp
○stl_pair.h
○llama-vocab.cpp
○unique_ptr.h
○llama-batch.cpp
○hashtable_policy.h
▼libggml-cpu.so–
○binary-ops.cpp
○traits.cpp
○repack.cpp
○ggml-cpu.cpp
○ops.cpp
○vec.cpp
○ggml-cpu.c
○quants.c
▼exec–
○common.cpp
○sampling.cpp
○vector.tcc
○regex_executor.tcc
○stl_uninitialized.h
▼[vdso]–
▼–
○	-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–
○stl_construct.h
○ggml.c

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⏎