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Global Metrics

Metric		r0	r1	r2
Total Time (s)		11.29	9.11	54.91
Max (Thread Active Time) (s)		8.57	1.62	47.66
Average Active Time (s)		8.25	1.60	47.66
Activity Ratio (%)		80.1	19.9	86.8
Average number of active threads		46.770	11.260	0.868
Affinity Stability (%)		97.9	95.1	99.9
Time in analyzed loops (%)		1.14	6.12	11.0
Time in analyzed innermost loops (%)		1.06	5.67	10.4
Time in user code (%)		1.18	6.27	11.3
Compilation Options Score (%)		67.2	74.8	99.9
Array Access Efficiency (%)		51.8	77.0	75.5
Potential Speedups
Perfect Flow Complexity		1.00	1.00	1.00
Perfect OpenMP/MPI/Pthread/TBB		5.22	1.02	1.00
Perfect OpenMP/MPI/Pthread/TBB + Perfect Load Distribution		5.59	1.05	1.00
No Scalar Integer	Potential Speedup	1.00	1.01	1.02
	Nb Loops to get 80%	1	3	3
FP Vectorised	Potential Speedup	1.00	1.01	1.02
	Nb Loops to get 80%	1	2	3
Fully Vectorised	Potential Speedup	1.01	1.04	1.09
	Nb Loops to get 80%	1	1	2
Only FP Arithmetic	Potential Speedup	1.01	1.04	1.08
	Nb Loops to get 80%	1	1	1

Cumulated Speedup If No Scalar Integer

Cumulated Speedup If FP Vectorized

Cumulated Speedup If Fully Vectorized

Cumulated Speedup If Only FP Arithmetic

Loop Based Profiles

Innermost / Single Loops

Inbetween Loops

Outermost Loops

Cumulated Coverage With All Loops

Innermost Loop Based Profiles

Coverage

Count

Application Categorization

Time

Coverage

Compilation Options

r0r1r2

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-cpu.so–
▼binary-ops.cpp–
○
▼vec.cpp–
○
▼ops.cpp–
○
▼ggml-cpu.c–
○
▼quants.c–
○
▼libggml-blas.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–
▼–
○	-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.
▼[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.

Source Object	Issue
▼libllama.so–
▼hashtable.h–
○	-funroll-loops is missing.
▼llama-vocab.cpp–
○	-funroll-loops is missing.
▼libggml-base.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-cpu.so–
▼binary-ops.cpp–
○	-funroll-loops is missing.
▼quants.c–
○	-funroll-loops is missing.
▼vec.cpp–
○	-funroll-loops is missing.
▼ggml-cpu.c–
○	-funroll-loops is missing.
▼ops.cpp–
○	-funroll-loops is missing.

Source Object	Issue
▼libllama.so–
▼hashtable.h–
○
▼basic_string.h–
○
▼llama-vocab.cpp–
○
▼libggml-cpu.so–
▼binary-ops.cpp–
○
▼ops.cpp–
○
▼vec.cpp–
○
▼ggml-cpu.c–
○
▼quants.c–
○
▼libggml-base.so–
▼ggml-quants.c–
○
▼libggml-blas.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.

Path Count Profiles

Coverage

Count

Low Iteration Count Profiles

Coverage

Count

Average Number of Active Threads

Run 1 - orig_default

Run 2 - gcc_default

Run 3 - gcc_4