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| Metric | r0 | r1 | r2 | r3 | r4 | r5 | r6 | r7 | r8 | r9 | r10 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Total Time (s) | 55.90 | 29.81 | 16.75 | 10.31 | 7.20 | 6.63 | 6.42 | 6.38 | 6.45 | 6.54 | 6.77 | |
| Max (Thread Active Time) (s) | 54.15 | 28.00 | 14.96 | 8.39 | 5.30 | 4.72 | 4.40 | 4.14 | 4.27 | 4.37 | 4.38 | |
| Average Active Time (s) | 54.15 | 27.57 | 14.28 | 7.65 | 4.45 | 3.74 | 3.49 | 3.34 | 3.25 | 3.29 | 3.30 | |
| Activity Ratio (%) | 96.9 | 96.1 | 94.9 | 92.2 | 87.5 | 84.0 | 82.3 | 80.1 | 77.3 | 76.2 | 73.9 | |
| Average number of active threads | 0.969 | 1.850 | 3.410 | 5.940 | 9.883 | 13.555 | 17.393 | 20.930 | 24.166 | 28.185 | 31.239 | |
| Affinity Stability (%) | 100.0 | 95.6 | 94.9 | 93.7 | 92.2 | 92.0 | 92.0 | 92.1 | 92.4 | 92.6 | 92.9 | |
| Time in analyzed loops (%) | 99.1 | 97.6 | 94.5 | 89.6 | 80.0 | 74.3 | 71.6 | 68.6 | 66.6 | 64.6 | 64.7 | |
| Time in analyzed innermost loops (%) | 95.8 | 94.7 | 91.5 | 87.1 | 77.8 | 72.5 | 69.5 | 66.5 | 64.1 | 62.1 | 62.1 | |
| Time in user code (%) | 99.4 | 97.9 | 94.9 | 90.0 | 80.6 | 74.8 | 72.3 | 69.5 | 67.6 | 65.6 | 66.0 | |
| Compilation Options Score (%) | 99.9 | 99.9 | 99.8 | 99.8 | 99.4 | 99.4 | 99.3 | 99.3 | 99.3 | 99.1 | 99.1 | |
| Array Access Efficiency (%) | 71.4 | 71.4 | 71.4 | 71.5 | 71.4 | 72.0 | 72.2 | 72.2 | 72.2 | 72.2 | 72.3 | |
| 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 | 1.01 | 1.02 | 1.04 | 1.08 | 1.13 | 1.17 | 1.14 | 1.20 | 1.29 | 1.29 | |
| Perfect OpenMP/MPI/Pthread/TBB + Perfect Load Distribution | 1.00 | 1.03 | 1.10 | 1.21 | 1.47 | 1.67 | 1.73 | 1.77 | 1.93 | 2.00 | 1.99 | |
| Scalability - Gap | 1.00 | 1.07 | 1.20 | 1.47 | 2.06 | 2.85 | 3.68 | 4.57 | 5.54 | 6.55 | 7.75 | |
| 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% | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 1 | 3 | 2 | |
| FP Vectorised | Potential Speedup | 1.14 | 1.13 | 1.13 | 1.12 | 1.11 | 1.10 | 1.10 | 1.09 | 1.09 | 1.08 | 1.09 |
| Nb Loops to get 80% | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | |
| Fully Vectorised | Potential Speedup | 3.38 | 3.27 | 3.05 | 2.76 | 2.32 | 2.14 | 2.06 | 1.97 | 1.92 | 1.88 | 1.88 |
| Nb Loops to get 80% | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | |
| Only FP Arithmetic | Potential Speedup | 3.81 | 3.65 | 3.38 | 2.99 | 2.46 | 2.28 | 2.18 | 2.09 | 2.01 | 1.95 | 1.96 |
| Nb Loops to get 80% | 3 | 3 | 3 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | |
| Source Object | Issue |
|---|---|
| ▼libllama.so | |
| ▼llama-vocab.cpp | |
| ○ | -mcpu=native is missing. |
| ▼hashtable_policy.h | |
| ○ | -mcpu=native is missing. |
| ▼unicode.cpp | |
| ○ | -mcpu=native is missing. |
| ▼llama-impl.cpp | |
| ○ | -mcpu=native is missing. |
| ▼hashtable.h | |
| ○ | -mcpu=native is missing. |
| ▼libggml-cpu.so | |
| ▼binary-ops.cpp | |
| ○ | |
| ▼traits.cpp | |
| ○ | |
| ▼kai_rhs_pack_nxk_qsi4c32pscalef16_qsu4c32s16s0.c | |
| ○ | |
| ▼kai_matmul_clamp_f32_qsi8d32p4x8_qsi4c32p4x8_16x4_neon_i8mm.c | |
| ○ | |
| ▼ops.cpp | |
| ○ | |
| ▼kleidiai.cpp | |
| ○ | |
| ▼ggml-cpu.cpp | |
| ○ | |
| ▼kai_lhs_quant_pack_qsi8d32p4x8sb_f32_neon.c | |
| ○ | |
| ▼vec.cpp | |
| ○ | |
| ▼ggml-cpu.c | |
| ○ | |
| ▼quants.c | |
| ○ | |
| ▼libggml-base.so | |
| ▼ggml-quants.c | |
| ○ | -mcpu=native is missing. |
| ▼ggml.c | |
| ○ | -mcpu=native is missing. |
| ▼gguf.cpp | |
| ○ | -mcpu=native 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. |
| ▼[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/176-406-3169/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 | 2025-11-25 09:51:35 | 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 | exec: N/A 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/176-406-3169/llama.cpp/build/llama.cpp/ggml/src/. -I /home/eoseret/Tools/QaaS/qaas_runs/ip-172-31-46-37.ec2.internal/176-406-3169/llama.cpp/build/build/_deps/kleidiai_download-src -I /home/eoseret/Tools/QaaS/qaas_runs/ip-172-31-46-37.ec2.internal/176-406-3169/llama.cpp/build/build/_deps/kleidiai_download-src/kai -I 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