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• OMP Regions

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Global Metrics

Metric		r0	r1	r2	r3	r4	r5
Total Time (s)		50.51	62.85	68.07	68.10	68.85	69.24
Max (Thread Active Time) (s)		42.25	54.80	60.00	59.95	60.69	61.13
Average Active Time (s)		42.20	54.37	59.52	59.45	60.15	60.57
Activity Ratio (%)		97.4	98.9	99.0	99.0	99.0	98.9
Average number of active threads		6.684	55.360	83.940	111.754	139.796	167.967
Affinity Stability (%)		97.3	99.5	99.6	99.7	99.7	99.5
GFLOPS		50.926	39.586	36.189	36.245	35.831	35.604
Time in analyzed loops (%)		90.0	62.1	62.9	61.7	61.5	61.9
Time in analyzed innermost loops (%)		88.9	62.0	62.7	61.6	61.4	61.8
Time in user code (%)		91.5	62.4	63.1	61.9	61.8	62.2
Compilation Options Score (%)		99.6	99.8	99.8	99.8	99.8	99.8
Array Access Efficiency (%)		100	100	100	100	100	100
Potential Speedups
Perfect Flow Complexity		1.00	1.00	1.00	1.00	1.00	1.00
Perfect OpenMP/MPI/Pthread/TBB		1.05	1.05	1.04	1.03	1.05	1.04
Perfect OpenMP/MPI/Pthread/TBB + Perfect Load Distribution		1.09	1.61	1.59	1.62	1.63	1.62
Scalability - Gap		1.00	9.95	16.17	21.57	27.26	32.90
No Scalar Integer	Potential Speedup	1.00	1.00	1.00	1.00	1.00	1.00
	Nb Loops to get 80%	1	1	1	1	1	1
FP Vectorised	Potential Speedup	1.00	1.00	1.00	1.00	1.00	1.00
	Nb Loops to get 80%	1	1	1	1	1	1
Fully Vectorised	Potential Speedup	1.00	1.00	1.00	1.00	1.00	1.00
	Nb Loops to get 80%	3	3	2	2	1	1
Only FP Arithmetic	Potential Speedup	1.00	1.00	1.00	1.00	1.00	1.00
	Nb Loops to get 80%	2	2	2	2	2	2
OpenMP perfectly balanced	Potential Speedup	1.08	1.61	1.58	1.61	1.61	1.60
	Nb Loops to get 80%	1	1	1	1	1	1

FLOPS Breakdown

Scalability Speedup

Cumulated Speedup If No Scalar Integer

Cumulated Speedup If FP Vectorized

Cumulated Speedup If Fully Vectorized

Cumulated Speedup If Only FP Arithmetic

Cumulated Speedup if OpenMP Perfectly Balanced

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

r0r1r2r3r4r5

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.
○	-march=(target) is missing.
▼exec–
▼–
○	-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-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.
○	-march=(target) is missing.
▼libggml-cpu.so–
▼binary-ops.cpp–
○
▼ops.cpp–
○
▼sgemm.cpp–
○
▼vec.cpp–
○
▼ggml-cpu.c–
○
▼quants.c–
○

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.
○	-march=(target) is missing.
▼exec–
▼–
○	-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-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.
○	-march=(target) is missing.
▼libggml-cpu.so–
▼binary-ops.cpp–
○
▼ops.cpp–
○
▼sgemm.cpp–
○
▼vec.cpp–
○
▼ggml-cpu.c–
○
▼quants.c–
○

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.
○	-march=(target) is missing.
▼exec–
▼–
○	-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-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.
○	-march=(target) is missing.
▼libggml-cpu.so–
▼binary-ops.cpp–
○
▼ops.cpp–
○
▼sgemm.cpp–
○
▼vec.cpp–
○
▼ggml-cpu.c–
○
▼quants.c–
○

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.
○	-march=(target) is missing.
▼exec–
▼–
○	-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-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.
○	-march=(target) is missing.
▼libggml-cpu.so–
▼binary-ops.cpp–
○
▼ops.cpp–
○
▼sgemm.cpp–
○
▼vec.cpp–
○
▼ggml-cpu.c–
○
▼quants.c–
○

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.
○	-march=(target) is missing.
▼exec–
▼–
○	-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-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.
○	-march=(target) is missing.
▼libggml-cpu.so–
▼binary-ops.cpp–
○
▼ops.cpp–
○
▼sgemm.cpp–
○
▼vec.cpp–
○
▼ggml-cpu.c–
○
▼quants.c–
○

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.
○	-march=(target) is missing.
▼exec–
▼–
○	-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-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.
○	-march=(target) is missing.
▼libggml-cpu.so–
▼binary-ops.cpp–
○
▼ops.cpp–
○
▼sgemm.cpp–
○
▼vec.cpp–
○
▼ggml-cpu.c–
○
▼quants.c–
○

Path Count Profiles

Coverage

Count

Low Iteration Count Profiles

Coverage

Count

Average Number of Active Threads

Run 1 - 1x8

Run 2 - 1x64

Run 3 - 1x96

Run 4 - 1x128

Run 5 - 1x160

Run 6 - 1x192