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| Metric | r0 | r1 | r2 | r3 | r4 | r5 | r6 | r7 | r8 | r9 | r10 | r11 | r12 | r13 | r14 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Total Time (s) | 127.63 | 65.18 | 33.63 | 18.02 | 10.23 | 8.11 | 6.89 | 6.19 | 5.67 | 5.28 | 4.97 | 4.80 | 4.59 | 4.46 | 4.36 | |
| Max (Thread Active Time) (s) | 126.18 | 63.63 | 32.12 | 16.53 | 8.80 | 6.58 | 5.34 | 4.65 | 4.04 | 3.63 | 3.36 | 3.20 | 2.89 | 2.85 | 2.67 | |
| Average Active Time (s) | 126.18 | 63.35 | 31.68 | 16.00 | 8.17 | 6.01 | 4.79 | 4.05 | 3.53 | 3.12 | 2.79 | 2.58 | 2.37 | 2.23 | 2.11 | |
| Activity Ratio (%) | 98.9 | 98.6 | 98.2 | 97.3 | 95.7 | 94.4 | 93.2 | 92.1 | 90.9 | 89.4 | 88.2 | 86.7 | 85.8 | 85.2 | 83.8 | |
| Average number of active threads | 0.989 | 1.944 | 3.768 | 7.103 | 12.782 | 17.792 | 22.241 | 26.177 | 29.836 | 33.113 | 35.897 | 38.678 | 41.349 | 43.990 | 46.603 | |
| Affinity Stability (%) | 100.0 | 98.4 | 98.0 | 97.3 | 96.0 | 95.0 | 94.0 | 93.2 | 92.5 | 91.7 | 90.6 | 90.1 | 89.4 | 88.8 | 88.2 | |
| Time in analyzed loops (%) | 99.1 | 98.9 | 98.4 | 97.7 | 96.6 | 94.6 | 94.2 | 92.3 | 90.7 | 89.8 | 89.8 | 86.9 | 86.3 | 85.4 | 83.0 | |
| Time in analyzed innermost loops (%) | 96.8 | 96.6 | 96.1 | 95.3 | 94.4 | 92.6 | 92.2 | 90.3 | 88.7 | 87.8 | 88.0 | 85.1 | 84.4 | 83.5 | 81.1 | |
| Time in user code (%) | 99.3 | 99.0 | 98.7 | 98.0 | 96.8 | 94.8 | 94.4 | 92.4 | 91.0 | 90.0 | 90.0 | 87.1 | 86.6 | 85.6 | 83.2 | |
| Compilation Options Score (%) | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 99.9 | 99.9 | 99.9 | 99.9 | 99.9 | 99.9 | 99.9 | 99.9 | 99.8 | 99.8 | |
| Array Access Efficiency (%) | 74.5 | 74.5 | 74.6 | 74.6 | 74.6 | 74.6 | 74.5 | 74.7 | 74.7 | 74.6 | 74.6 | 74.7 | 74.7 | 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 | 1.01 | 1.01 | 1.04 | 1.02 | 1.04 | 1.05 | 1.06 | |
| Perfect OpenMP/MPI/Pthread/TBB + Perfect Load Distribution | 1.00 | 1.01 | 1.02 | 1.05 | 1.10 | 1.14 | 1.17 | 1.23 | 1.25 | 1.28 | 1.32 | 1.41 | 1.39 | 1.48 | 1.50 | |
| Scalability - Gap | 1.00 | 1.02 | 1.05 | 1.13 | 1.28 | 1.53 | 1.73 | 1.94 | 2.13 | 2.32 | 2.49 | 2.71 | 2.88 | 3.07 | 3.28 | |
| 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 | 1.00 | 1.00 | 1.00 | 1.00 |
| Nb Loops to get 80% | 3 | 3 | 4 | 3 | 3 | 3 | 3 | 2 | 3 | 2 | 2 | 2 | 2 | 2 | 2 | |
| Fully Vectorised | Potential Speedup | 1.77 | 1.77 | 1.77 | 1.76 | 1.74 | 1.72 | 1.72 | 1.70 | 1.68 | 1.67 | 1.67 | 1.64 | 1.63 | 1.62 | 1.59 |
| 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 | 4.48 | 4.44 | 4.38 | 4.28 | 4.09 | 3.80 | 3.75 | 3.56 | 3.40 | 3.29 | 3.28 | 3.05 | 3.00 | 2.93 | 2.78 |
| 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. |
| ▼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 | |
| ○ | |
| ▼quants.c | |
| ○ | |
| ▼kai_lhs_quant_pack_qsi8d32p4x8sb_f32_neon.c | |
| ○ | |
| ▼vec.cpp | |
| ○ | |
| ▼ggml-cpu.c | |
| ○ | |
| ▼ops.cpp | |
| ○ | |
| ▼libggml-base.so | |
| ▼ggml.c | |
| ○ | -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/176-398-1667/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 12:04:19 | 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/176-398-1667/llama.cpp/build/llama.cpp/ggml/src/.. -I /home/eoseret/Tools/QaaS/qaas_runs/ip-172-31-35-140.ec2.internal/176-398-1667/llama.cpp/build/llama.cpp/ggml/src/. -I /home/eoseret/Tools/QaaS/qaas_runs/ip-172-31-35-140.ec2.internal/176-398-1667/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu -I 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