Help is available by moving the cursor above any symbol or by checking MAQAO website.
▶Compared Reports
r0: 1x1
r1: 1x2
r2: 1x4
r3: 1x8
r4: 1x16
r5: 1x24
r6: 1x32
r7: 1x40
r8: 1x48
r9: 1x56
r10: 1x64
Global Metrics
Metric
r0
r1
r2
r3
r4
r5
r6
r7
r8
r9
r10
Total Time (s)
157.05
79.37
40.84
21.92
12.93
10.42
9.15
8.74
8.68
8.51
8.33
Max (Thread Active Time) (s)
155.99
78.27
39.79
20.84
11.70
9.13
7.71
7.27
7.08
6.82
6.51
Average Active Time (s)
155.99
78.09
39.49
20.49
11.36
8.75
7.38
6.84
6.70
6.46
6.13
Activity Ratio (%)
99.3
99.0
98.6
97.6
95.1
93.0
90.9
88.8
87.9
86.5
84.3
Average number of active threads
0.993
1.968
3.868
7.478
14.055
20.148
25.807
31.289
37.073
42.517
47.076
Affinity Stability (%)
100.0
99.7
99.3
98.5
97.2
96.4
95.7
95.4
95.3
95.1
94.8
Time in analyzed loops (%)
99.2
99.0
98.6
96.8
92.0
88.1
85.9
83.3
81.4
80.1
79.1
Time in analyzed innermost loops (%)
97.8
97.6
97.2
95.5
90.7
86.8
84.9
82.2
80.5
79.1
78.0
Time in user code (%)
99.5
99.4
98.9
97.3
92.5
88.9
86.6
83.9
82.1
80.8
79.6
Compilation Options Score (%)
87.5
87.5
87.5
87.5
87.5
87.5
87.5
87.5
87.5
87.5
87.5
Array Access Efficiency (%)
79.9
79.9
79.9
79.9
79.9
79.6
79.8
79.8
79.8
79.6
79.8
Potential Speedups
Perfect Flow Complexity
1.00
1.00
1.00
1.00
1.00
1.00
1.00
1.00
1.00
1.00
1.00
Perfect OpenMP/MPI/Pthread/TBB
1.00
1.00
1.00
1.02
1.06
1.10
1.12
1.14
1.16
1.17
1.20
Perfect OpenMP/MPI/Pthread/TBB + Perfect Load Distribution
1.00
1.00
1.01
1.04
1.11
1.17
1.20
1.26
1.28
1.30
1.33
Scalability - Gap
1.00
1.01
1.04
1.12
1.32
1.59
1.87
2.23
2.65
3.04
3.40
No Scalar Integer
Potential Speedup
1.46
1.46
1.46
1.44
1.41
1.36
1.37
1.36
1.35
1.32
1.33
Nb Loops to get 80%
1
1
1
1
1
1
1
1
1
1
1
FP Vectorised
Potential Speedup
1.19
1.19
1.19
1.18
1.17
1.16
1.16
1.16
1.15
1.14
1.15
Nb Loops to get 80%
1
1
1
1
1
1
1
1
1
1
1
Fully Vectorised
Potential Speedup
5.13
5.06
4.98
4.63
3.93
3.10
3.30
3.08
2.95
2.64
2.79
Nb Loops to get 80%
1
1
1
1
1
1
1
1
1
1
1
Only FP Arithmetic
Potential Speedup
3.09
3.08
3.05
2.95
2.69
2.39
2.41
2.31
2.24
2.13
2.16
Nb Loops to get 80%
1
1
1
1
1
1
1
1
1
1
1
Scalability Speedup
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
Source Object
Issue
▼libllama.so–
▼hashtable.h–
○
-O3 or -Ofast is missing.
▼llama-vocab.cpp–
○
-O3 or -Ofast is missing.
▼libggml-cpu.so–
▼binary-ops.cpp–
○
-O3 or -Ofast is missing.
▼traits.cpp–
○
-O3 or -Ofast is missing.
▼kernels.cpp–
○
-O3 or -Ofast is missing.
▼kleidiai.cpp–
○
-O3 or -Ofast is missing.
▼ggml-cpu.cpp–
○
-O3 or -Ofast is missing.
▼quants.c–
○
-O3 or -Ofast is missing.
▼vec.cpp–
○
-O3 or -Ofast is missing.
▼ggml-cpu.c–
○
-O3 or -Ofast is missing.
▼ops.cpp–
○
-O3 or -Ofast is missing.
▼libggml-base.so–
▼ggml.c–
○
-O3 or -Ofast 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.
○
-mcpu=native is missing.
Source Object
Issue
▼libllama.so–
▼hashtable.h–
○
-O3 or -Ofast is missing.
▼llama-vocab.cpp–
○
-O3 or -Ofast is missing.
▼libggml-cpu.so–
▼binary-ops.cpp–
○
-O3 or -Ofast is missing.
▼traits.cpp–
○
-O3 or -Ofast is missing.
▼kernels.cpp–
○
-O3 or -Ofast is missing.
▼kleidiai.cpp–
○
-O3 or -Ofast is missing.
▼ggml-cpu.cpp–
○
-O3 or -Ofast is missing.
▼quants.c–
○
-O3 or -Ofast is missing.
▼vec.cpp–
○
-O3 or -Ofast is missing.
▼ggml-cpu.c–
○
-O3 or -Ofast is missing.
▼ops.cpp–
○
-O3 or -Ofast is missing.
▼libggml-base.so–
▼ggml.c–
○
-O3 or -Ofast 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.
○
-mcpu=native is missing.
Source Object
Issue
▼libllama.so–
▼hashtable.h–
○
-O3 or -Ofast is missing.
▼llama-vocab.cpp–
○
-O3 or -Ofast is missing.
▼libggml-cpu.so–
▼binary-ops.cpp–
○
-O3 or -Ofast is missing.
▼traits.cpp–
○
-O3 or -Ofast is missing.
▼kernels.cpp–
○
-O3 or -Ofast is missing.
▼kleidiai.cpp–
○
-O3 or -Ofast is missing.
▼ggml-cpu.cpp–
○
-O3 or -Ofast is missing.
▼quants.c–
○
-O3 or -Ofast is missing.
▼vec.cpp–
○
-O3 or -Ofast is missing.
▼ggml-cpu.c–
○
-O3 or -Ofast is missing.
▼ops.cpp–
○
-O3 or -Ofast is missing.
▼libggml-base.so–
▼ggml.c–
○
-O3 or -Ofast 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.
○
-mcpu=native is missing.
Source Object
Issue
▼libllama.so–
▼hashtable.h–
○
-O3 or -Ofast is missing.
▼llama-vocab.cpp–
○
-O3 or -Ofast is missing.
▼libggml-cpu.so–
▼binary-ops.cpp–
○
-O3 or -Ofast is missing.
▼traits.cpp–
○
-O3 or -Ofast is missing.
▼kernels.cpp–
○
-O3 or -Ofast is missing.
▼kleidiai.cpp–
○
-O3 or -Ofast is missing.
▼ggml-cpu.cpp–
○
-O3 or -Ofast is missing.
▼quants.c–
○
-O3 or -Ofast is missing.
▼vec.cpp–
○
-O3 or -Ofast is missing.
▼ggml-cpu.c–
○
-O3 or -Ofast is missing.
▼ops.cpp–
○
-O3 or -Ofast is missing.
▼libggml-base.so–
▼ggml.c–
○
-O3 or -Ofast 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.
○
-mcpu=native is missing.
Source Object
Issue
▼libllama.so–
▼hashtable.h–
○
-O3 or -Ofast is missing.
▼llama-vocab.cpp–
○
-O3 or -Ofast is missing.
▼libggml-cpu.so–
▼binary-ops.cpp–
○
-O3 or -Ofast is missing.
▼traits.cpp–
○
-O3 or -Ofast is missing.
▼kernels.cpp–
○
-O3 or -Ofast is missing.
▼kleidiai.cpp–
○
-O3 or -Ofast is missing.
▼ggml-cpu.cpp–
○
-O3 or -Ofast is missing.
▼quants.c–
○
-O3 or -Ofast is missing.
▼vec.cpp–
○
-O3 or -Ofast is missing.
▼ggml-cpu.c–
○
-O3 or -Ofast is missing.
▼ops.cpp–
○
-O3 or -Ofast is missing.
▼libggml-base.so–
▼ggml.c–
○
-O3 or -Ofast 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.
○
-mcpu=native is missing.
Source Object
Issue
▼libllama.so–
▼hashtable.h–
○
-O3 or -Ofast is missing.
▼llama-vocab.cpp–
○
-O3 or -Ofast is missing.
▼libggml-cpu.so–
▼binary-ops.cpp–
○
-O3 or -Ofast is missing.
▼traits.cpp–
○
-O3 or -Ofast is missing.
▼kernels.cpp–
○
-O3 or -Ofast is missing.
▼kleidiai.cpp–
○
-O3 or -Ofast is missing.
▼ggml-cpu.cpp–
○
-O3 or -Ofast is missing.
▼quants.c–
○
-O3 or -Ofast is missing.
▼vec.cpp–
○
-O3 or -Ofast is missing.
▼ggml-cpu.c–
○
-O3 or -Ofast is missing.
▼ops.cpp–
○
-O3 or -Ofast is missing.
▼libggml-base.so–
▼ggml.c–
○
-O3 or -Ofast 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.
○
-mcpu=native is missing.
Source Object
Issue
▼libllama.so–
▼hashtable.h–
○
-O3 or -Ofast is missing.
▼llama-vocab.cpp–
○
-O3 or -Ofast is missing.
▼libggml-cpu.so–
▼binary-ops.cpp–
○
-O3 or -Ofast is missing.
▼traits.cpp–
○
-O3 or -Ofast is missing.
▼kernels.cpp–
○
-O3 or -Ofast is missing.
▼kleidiai.cpp–
○
-O3 or -Ofast is missing.
▼ggml-cpu.cpp–
○
-O3 or -Ofast is missing.
▼quants.c–
○
-O3 or -Ofast is missing.
▼vec.cpp–
○
-O3 or -Ofast is missing.
▼ggml-cpu.c–
○
-O3 or -Ofast is missing.
▼ops.cpp–
○
-O3 or -Ofast is missing.
▼libggml-base.so–
▼ggml.c–
○
-O3 or -Ofast 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.
○
-mcpu=native is missing.
Source Object
Issue
▼libllama.so–
▼hashtable.h–
○
-O3 or -Ofast is missing.
▼llama-vocab.cpp–
○
-O3 or -Ofast is missing.
▼libggml-cpu.so–
▼binary-ops.cpp–
○
-O3 or -Ofast is missing.
▼traits.cpp–
○
-O3 or -Ofast is missing.
▼kernels.cpp–
○
-O3 or -Ofast is missing.
▼kleidiai.cpp–
○
-O3 or -Ofast is missing.
▼ggml-cpu.cpp–
○
-O3 or -Ofast is missing.
▼quants.c–
○
-O3 or -Ofast is missing.
▼vec.cpp–
○
-O3 or -Ofast is missing.
▼ggml-cpu.c–
○
-O3 or -Ofast is missing.
▼ops.cpp–
○
-O3 or -Ofast is missing.
▼libggml-base.so–
▼ggml.c–
○
-O3 or -Ofast 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.
○
-mcpu=native is missing.
Source Object
Issue
▼libllama.so–
▼hashtable.h–
○
-O3 or -Ofast is missing.
▼llama-vocab.cpp–
○
-O3 or -Ofast is missing.
▼libggml-cpu.so–
▼binary-ops.cpp–
○
-O3 or -Ofast is missing.
▼traits.cpp–
○
-O3 or -Ofast is missing.
▼kernels.cpp–
○
-O3 or -Ofast is missing.
▼kleidiai.cpp–
○
-O3 or -Ofast is missing.
▼ggml-cpu.cpp–
○
-O3 or -Ofast is missing.
▼quants.c–
○
-O3 or -Ofast is missing.
▼vec.cpp–
○
-O3 or -Ofast is missing.
▼ggml-cpu.c–
○
-O3 or -Ofast is missing.
▼ops.cpp–
○
-O3 or -Ofast is missing.
▼libggml-base.so–
▼ggml.c–
○
-O3 or -Ofast 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.
○
-mcpu=native is missing.
Source Object
Issue
▼libllama.so–
▼hashtable.h–
○
-O3 or -Ofast is missing.
▼llama-vocab.cpp–
○
-O3 or -Ofast is missing.
▼libggml-cpu.so–
▼binary-ops.cpp–
○
-O3 or -Ofast is missing.
▼traits.cpp–
○
-O3 or -Ofast is missing.
▼kernels.cpp–
○
-O3 or -Ofast is missing.
▼kleidiai.cpp–
○
-O3 or -Ofast is missing.
▼ggml-cpu.cpp–
○
-O3 or -Ofast is missing.
▼quants.c–
○
-O3 or -Ofast is missing.
▼vec.cpp–
○
-O3 or -Ofast is missing.
▼ggml-cpu.c–
○
-O3 or -Ofast is missing.
▼ops.cpp–
○
-O3 or -Ofast is missing.
▼libggml-base.so–
▼ggml.c–
○
-O3 or -Ofast 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.
○
-mcpu=native is missing.
Source Object
Issue
▼libllama.so–
▼hashtable.h–
○
-O3 or -Ofast is missing.
▼llama-vocab.cpp–
○
-O3 or -Ofast is missing.
▼libggml-cpu.so–
▼binary-ops.cpp–
○
-O3 or -Ofast is missing.
▼traits.cpp–
○
-O3 or -Ofast is missing.
▼kernels.cpp–
○
-O3 or -Ofast is missing.
▼kleidiai.cpp–
○
-O3 or -Ofast is missing.
▼ggml-cpu.cpp–
○
-O3 or -Ofast is missing.
▼quants.c–
○
-O3 or -Ofast is missing.
▼vec.cpp–
○
-O3 or -Ofast is missing.
▼ggml-cpu.c–
○
-O3 or -Ofast is missing.
▼ops.cpp–
○
-O3 or -Ofast is missing.
▼libggml-base.so–
▼ggml.c–
○
-O3 or -Ofast 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)
symbol or by checking MAQAO website.