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Global Metrics

Metric		r0	r1	r2
Total Time (s)		58.12	47.31	372.83
Max (Thread Active Time) (s)		49.60	7.12	330.72
Average Active Time (s)		48.66	6.92	330.72
Activity Ratio (%)		85.0	14.9	88.7
Average number of active threads		80.374	14.046	0.887
Affinity Stability (%)		99.6	99.2	100.0
Time in analyzed loops (%)		0.41	2.73	4.52
Time in analyzed innermost loops (%)		0.35	2.30	3.84
Time in user code (%)		0.42	2.83	4.70
Compilation Options Score (%)		38.5	74.5	99.3
Array Access Efficiency (%)		60.9	71.9	66.1
Potential Speedups
Perfect Flow Complexity		1.00	1.00	1.00
Perfect OpenMP/MPI/Pthread/TBB		7.11	1.03	1.00
Perfect OpenMP/MPI/Pthread/TBB + Perfect Load Distribution		7.37	1.08	1.00
No Scalar Integer	Potential Speedup	1.00	1.01	1.01
	Nb Loops to get 80%	3	4	3
FP Vectorised	Potential Speedup	1.00	1.00	1.01
	Nb Loops to get 80%	1	3	2
Fully Vectorised	Potential Speedup	1.00	1.01	1.02
	Nb Loops to get 80%	4	4	3
Only FP Arithmetic	Potential Speedup	1.00	1.01	1.02
	Nb Loops to get 80%	4	5	5

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–
▼–
○	-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–
▼vec.cpp–
○	-funroll-loops is missing.
▼quants.c–
○	-funroll-loops is missing.
▼binary-ops.cpp–
○	-funroll-loops is missing.
▼ggml-cpu.c–
○	-funroll-loops is missing.
▼ops.cpp–
○	-funroll-loops is missing.
▼libggml-base.so–
▼ggml-quants.c–
○	-funroll-loops is missing.
▼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.

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–
○
▼quants.c–
○
▼vec.cpp–
○
▼ggml-cpu.c–
○
▼ops.cpp–
○
▼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_2