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| Metric | r0 | r1 | r2 | r3 | r4 | r5 | r6 | r7 | r8 | r9 | r10 | r11 | r12 | r13 | r14 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Total Time (s) | 65.64 | 33.86 | 18.07 | 10.20 | 6.30 | 5.22 | 4.61 | 4.25 | 4.00 | 3.81 | 3.65 | 3.57 | 3.48 | 3.41 | 3.38 | |
| Max (Thread Active Time) (s) | 64.17 | 32.29 | 16.59 | 8.67 | 4.83 | 3.70 | 3.00 | 2.65 | 2.38 | 2.29 | 2.08 | 2.02 | 1.78 | 1.85 | 1.85 | |
| Average Active Time (s) | 64.17 | 32.02 | 16.14 | 8.18 | 4.22 | 3.13 | 2.51 | 2.14 | 1.87 | 1.68 | 1.49 | 1.39 | 1.29 | 1.22 | 1.17 | |
| Activity Ratio (%) | 97.8 | 97.2 | 96.6 | 95.0 | 92.1 | 90.2 | 88.4 | 86.8 | 84.7 | 83.5 | 81.0 | 79.2 | 78.3 | 77.1 | 76.4 | |
| Average number of active threads | 0.978 | 1.892 | 3.573 | 6.411 | 10.721 | 14.383 | 17.433 | 20.168 | 22.395 | 24.626 | 26.191 | 28.062 | 29.778 | 31.579 | 33.347 | |
| Affinity Stability (%) | 100.0 | 96.9 | 96.2 | 94.9 | 92.5 | 91.0 | 89.5 | 88.4 | 87.0 | 86.0 | 84.5 | 84.0 | 83.1 | 82.3 | 81.9 | |
| Time in analyzed loops (%) | 98.8 | 98.6 | 97.9 | 96.7 | 94.2 | 91.9 | 91.2 | 88.6 | 86.3 | 84.6 | 84.8 | 80.3 | 80.3 | 79.4 | 76.9 | |
| Time in analyzed innermost loops (%) | 96.6 | 96.3 | 95.6 | 94.3 | 91.7 | 89.8 | 89.4 | 86.5 | 84.1 | 82.8 | 82.8 | 78.6 | 78.8 | 78.0 | 75.5 | |
| Time in user code (%) | 99.0 | 98.8 | 98.2 | 96.9 | 94.4 | 92.0 | 91.5 | 88.8 | 86.6 | 84.8 | 85.1 | 80.6 | 80.6 | 79.7 | 77.2 | |
| Compilation Options Score (%) | 100.0 | 99.9 | 99.9 | 99.9 | 99.8 | 99.9 | 99.9 | 99.9 | 99.9 | 99.8 | 99.8 | 99.8 | 99.8 | 99.7 | 99.8 | |
| Array Access Efficiency (%) | 74.5 | 74.5 | 74.5 | 74.5 | 74.4 | 74.5 | 74.4 | 74.6 | 74.6 | 74.6 | 74.4 | 74.6 | 74.5 | 74.7 | 74.7 | |
| 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 | 1.00 | 1.00 | 1.00 | 1.00 | |
| Perfect OpenMP/MPI/Pthread/TBB | 1.00 | 1.00 | 1.00 | 1.00 | 1.01 | 1.01 | 1.01 | 1.02 | 1.02 | 1.02 | 1.02 | 1.03 | 1.02 | 1.04 | 1.05 | |
| Perfect OpenMP/MPI/Pthread/TBB + Perfect Load Distribution | 1.00 | 1.01 | 1.04 | 1.08 | 1.20 | 1.27 | 1.30 | 1.38 | 1.46 | 1.59 | 1.62 | 1.77 | 1.69 | 1.88 | 2.02 | |
| Scalability - Gap | 1.00 | 1.03 | 1.10 | 1.24 | 1.54 | 1.91 | 2.25 | 2.59 | 2.93 | 3.25 | 3.55 | 3.92 | 4.24 | 4.57 | 4.94 | |
| No Scalar Integer | Potential Speedup | 1.01 | 1.01 | 1.01 | 1.01 | 1.01 | 1.01 | 1.01 | 1.01 | 1.01 | 1.01 | 1.01 | 1.01 | 1.01 | 1.01 | 1.01 |
| Nb Loops to get 80% | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | |
| FP Vectorised | Potential Speedup | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.01 | 1.00 | 1.00 | 1.00 |
| Nb Loops to get 80% | 3 | 3 | 4 | 4 | 3 | 3 | 4 | 3 | 3 | 2 | 2 | 2 | 2 | 1 | 1 | |
| Fully Vectorised | Potential Speedup | 1.77 | 1.77 | 1.76 | 1.75 | 1.71 | 1.69 | 1.68 | 1.65 | 1.62 | 1.61 | 1.61 | 1.56 | 1.57 | 1.56 | 1.53 |
| Nb Loops to get 80% | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | |
| Only FP Arithmetic | Potential Speedup | 4.40 | 4.39 | 4.28 | 4.10 | 3.74 | 3.52 | 3.46 | 3.22 | 3.03 | 2.90 | 2.91 | 2.61 | 2.62 | 2.60 | 2.46 |
| Nb Loops to get 80% | 2 | 2 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | |
| Source Object | Issue |
|---|---|
| ▼libllama.so | |
| ▼hashtable.h | |
| ○ | -mcpu=native is missing. |
| ▼unicode.cpp | |
| ○ | -mcpu=native is missing. |
| ▼llama-vocab.cpp | |
| ○ | -mcpu=native is missing. |
| ▼hashtable_policy.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 | |
| ○ | |
| ▼kleidiai.cpp | |
| ○ | |
| ▼vec.cpp | |
| ○ | |
| ▼kai_lhs_quant_pack_qsi8d32p4x8sb_f32_neon.c | |
| ○ | |
| ▼ops.cpp | |
| ○ | |
| ▼ggml-cpu.c | |
| ○ | |
| ▼quants.c | |
| ○ | |
| ▼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. |
| ▼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. |
| r0 | r1 | r2 | r3 | r4 | r5 | r6 | r7 | r8 | r9 | r10 | r11 | r12 | r13 | r14 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Application | /home/eoseret/Tools/QaaS/qaas_runs/ip-172-31-35-140.ec2.internal/176-399-0875/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 | same as r0 | same as r0 | same as r0 | same as r0 |
| Timestamp | 2025-11-24 13:54:58 | 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 | 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 | same as r1 | same as r1 | same as r1 | same as r1 |
| Machine | ip-172-31-35-140.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 | 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 | same as r0 | same as r0 | same as r0 | same as r0 |
| Micro Architecture | ARM_NEOVERSE_V2 | 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 | 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 | 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 | 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 | same as r0 | same as r0 | same as r0 | same as r0 |
| Micro Architecture used during static analysis | ARM_NEOVERSE_V2 | 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 | same as r0 | same as r0 | same as r0 | same as r0 |
| Compilation Options | libggml-cpu.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_BACKEND_BUILD -D GGML_BACKEND_SHARED -D GGML_SCHED_MAX_COPIES=4 -D GGML_SHARED -D GGML_USE_CPU_KLEIDIAI -D GGML_USE_CPU_REPACK -D GGML_USE_LLAMAFILE -D GGML_USE_OPENMP -D _GNU_SOURCE -D _XOPEN_SOURCE=600 -D ggml_cpu_EXPORTS -I /home/eoseret/Tools/QaaS/qaas_runs/ip-172-31-35-140.ec2.internal/176-399-0875/llama.cpp/build/llama.cpp/ggml/src/.. -I /home/eoseret/Tools/QaaS/qaas_runs/ip-172-31-35-140.ec2.internal/176-399-0875/llama.cpp/build/llama.cpp/ggml/src/. -I /home/eoseret/Tools/QaaS/qaas_runs/ip-172-31-35-140.ec2.internal/176-399-0875/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu -I 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