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| Metric | r0 | r1 | r2 | r3 | r4 | r5 | r6 | r7 | r8 | r9 | r10 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Total Time (s) | 54.34 | 28.61 | 15.85 | 10.24 | 8.01 | 7.48 | 7.36 | 7.61 | 8.00 | 8.38 | 11.24 | |
| Max (Thread Active Time) (s) | 53.20 | 27.14 | 14.36 | 8.74 | 6.41 | 5.77 | 5.60 | 5.74 | 5.97 | 6.26 | 8.44 | |
| Average Active Time (s) | 53.20 | 26.70 | 14.04 | 8.48 | 6.23 | 5.60 | 5.39 | 5.52 | 5.76 | 6.01 | 8.18 | |
| Activity Ratio (%) | 97.9 | 95.0 | 93.0 | 90.5 | 88.0 | 85.6 | 84.4 | 83.1 | 82.1 | 81.1 | 80.1 | |
| Average number of active threads | 0.979 | 1.866 | 3.542 | 6.623 | 12.444 | 17.956 | 23.432 | 29.001 | 34.578 | 40.158 | 46.582 | |
| Affinity Stability (%) | 91.7 | 97.9 | 97.5 | 97.0 | 96.7 | 96.6 | 96.6 | 96.9 | 97.0 | 97.0 | 97.8 | |
| Time in analyzed loops (%) | 10.4 | 9.43 | 8.65 | 6.80 | 4.85 | 3.74 | 3.00 | 2.63 | 2.17 | 1.84 | 1.22 | |
| Time in analyzed innermost loops (%) | 9.65 | 8.70 | 7.97 | 6.05 | 4.43 | 3.45 | 2.79 | 2.47 | 1.92 | 1.69 | 1.13 | |
| Time in user code (%) | 10.6 | 9.63 | 8.83 | 6.94 | 4.97 | 3.82 | 3.08 | 2.67 | 2.21 | 1.89 | 1.25 | |
| Compilation Options Score (%) | 93.0 | 94.7 | 97.1 | 97.2 | 95.0 | 92.1 | 89.1 | 84.8 | 81.9 | 79.0 | 68.2 | |
| Array Access Efficiency (%) | 50.5 | 50.7 | 50.4 | 50.8 | 51.2 | 51.7 | 51.6 | 51.9 | 51.0 | 53.4 | 52.5 | |
| 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 | 1.03 | 1.10 | 1.22 | 1.48 | 1.79 | 2.09 | 2.62 | 3.05 | 3.56 | 5.19 | |
| Perfect OpenMP/MPI/Pthread/TBB + Perfect Load Distribution | 1.00 | 1.04 | 1.10 | 1.23 | 1.49 | 1.83 | 2.20 | 2.72 | 3.15 | 3.73 | 5.49 | |
| Scalability - Gap | 1.00 | 1.05 | 1.17 | 1.51 | 2.36 | 3.30 | 4.34 | 5.60 | 7.07 | 8.64 | 13.24 | |
| No Scalar Integer | Potential Speedup | 1.01 | 1.01 | 1.01 | 1.01 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 |
| Nb Loops to get 80% | 2 | 2 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | |
| FP Vectorised | Potential Speedup | 1.01 | 1.01 | 1.01 | 1.01 | 1.01 | 1.01 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 |
| Nb Loops to get 80% | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | |
| Fully Vectorised | Potential Speedup | 1.08 | 1.07 | 1.06 | 1.05 | 1.03 | 1.03 | 1.02 | 1.02 | 1.01 | 1.01 | 1.01 |
| Nb Loops to get 80% | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | |
| Only FP Arithmetic | Potential Speedup | 1.07 | 1.07 | 1.06 | 1.05 | 1.03 | 1.02 | 1.02 | 1.02 | 1.01 | 1.01 | 1.01 |
| Nb Loops to get 80% | 2 | 2 | 2 | 2 | 2 | 2 | 1 | 1 | 2 | 2 | 1 | |
| Source Object | Issue |
|---|---|
| ▼libllama.so | |
| ▼hashtable.h | |
| ○ | -mcpu=native is missing. |
| ▼llama-vocab.cpp | |
| ○ | -mcpu=native is missing. |
| ▼hashtable_policy.h | |
| ○ | -mcpu=native is missing. |
| ▼libggml-cpu.so | |
| ▼vec.cpp | |
| ○ | |
| ▼ops.cpp | |
| ○ | |
| ▼binary-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. |
| ▼exec | |
| ▼stl_uninitialized.h | |
| ○ | -mcpu=native is missing. |
| ▼libggml-base.so | |
| ▼ggml-quants.c | |
| ○ | -mcpu=native is missing. |
| ▼ggml-backend.cpp | |
| ○ | -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. |
| r0 | r1 | r2 | r3 | r4 | r5 | r6 | r7 | r8 | r9 | r10 | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Application | /home/eoseret/Tools/QaaS/qaas_runs/ip-172-31-46-37.ec2.internal/176-409-4840/llama.cpp/run/oneview_runs/defaults/orig/exec | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 |
| Timestamp | 2025-11-26 15:20:50 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 |
| Experiment Type | MPI; | MPI; OpenMP; | same as r1 | same as r1 | same as r1 | same as r1 | same as r1 | same as r1 | same as r1 | same as r1 | same as r1 |
| Machine | ip-172-31-46-37.ec2.internal | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 |
| Architecture | aarch64 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 |
| Micro Architecture | ARM_NEOVERSE_V1 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 |
| Model Name | |||||||||||
| Cache Size | |||||||||||
| Number of Cores | |||||||||||
| Maximal Frequency | 0 GHz | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 |
| OS Version | Linux 6.1.158-178.288.amzn2023.aarch64 #1 SMP Mon Nov 3 18:38:05 UTC 2025 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 |
| Architecture used during static analysis | aarch64 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 |
| Micro Architecture used during static analysis | ARM_NEOVERSE_V1 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 |
| Compilation Options | libggml-base.so: Arm Toolchain for Linux 21.1 clang version 21.1.1 (https://github.com/arm/arm-toolchain.git 8406e267866a1511ab7f7d56ef7361208c0d44ae) /opt/arm/arm-toolchain-for-linux/bin/clang-21 -frtlib-add-rpath -fveclib=ArmPL -mllvm -gvn-add-phi-translation=1 -mllvm -store-to-load-forwarding-conflict-detection=0 -D GGML_BUILD -D GGML_COMMIT=\"unknown\" -D GGML_SCHED_MAX_COPIES=4 -D GGML_SHARED -D GGML_USE_CPU_KLEIDIAI -D GGML_VERSION=\"0.0.0\" -D _GNU_SOURCE -D _XOPEN_SOURCE=600 -D ggml_base_EXPORTS -I /home/eoseret/Tools/QaaS/qaas_runs/ip-172-31-46-37.ec2.internal/176-409-4840/llama.cpp/build/llama.cpp/ggml/src/. -I /home/eoseret/Tools/QaaS/qaas_runs/ip-172-31-46-37.ec2.internal/176-409-4840/llama.cpp/build/build/_deps/kleidiai_download-src -I /home/eoseret/Tools/QaaS/qaas_runs/ip-172-31-46-37.ec2.internal/176-409-4840/llama.cpp/build/build/_deps/kleidiai_download-src/kai -I 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