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| Metric | r0 | r1 | r2 | r3 | r4 | r5 | r6 | r7 | r8 | r9 | r10 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Total Time (s) | 37.76 | 21.10 | 12.45 | 8.26 | 6.66 | 6.47 | 6.32 | 6.26 | 6.21 | 6.33 | 6.51 | |
| Max (Thread Active Time) (s) | 36.06 | 19.30 | 10.70 | 6.46 | 4.75 | 4.48 | 4.29 | 4.17 | 4.12 | 4.11 | 4.28 | |
| Average Active Time (s) | 36.06 | 18.90 | 10.01 | 5.66 | 3.88 | 3.60 | 3.39 | 3.24 | 3.10 | 3.12 | 3.19 | |
| Activity Ratio (%) | 95.5 | 94.6 | 92.9 | 89.7 | 85.2 | 83.4 | 81.3 | 79.5 | 77.1 | 75.6 | 74.2 | |
| Average number of active threads | 0.955 | 1.792 | 3.215 | 5.477 | 9.332 | 13.344 | 17.160 | 20.737 | 23.941 | 27.578 | 31.384 | |
| Affinity Stability (%) | 100.0 | 93.7 | 92.9 | 91.8 | 91.4 | 91.8 | 92.0 | 92.0 | 92.0 | 92.3 | 92.7 | |
| Time in analyzed loops (%) | 98.7 | 96.4 | 92.4 | 85.5 | 71.7 | 70.0 | 71.1 | 66.8 | 67.5 | 64.8 | 63.8 | |
| Time in analyzed innermost loops (%) | 97.4 | 95.0 | 90.8 | 84.3 | 70.8 | 69.2 | 70.1 | 65.9 | 66.1 | 63.5 | 62.0 | |
| Time in user code (%) | 99.2 | 97.1 | 92.9 | 86.1 | 72.2 | 70.6 | 72.0 | 67.7 | 68.8 | 66.2 | 65.2 | |
| Compilation Options Score (%) | 99.9 | 99.7 | 99.7 | 99.7 | 99.3 | 99.3 | 99.2 | 99.1 | 99.2 | 98.9 | 99.1 | |
| Array Access Efficiency (%) | 79.0 | 78.9 | 79.0 | 79.3 | 79.8 | 80.3 | 80.6 | 80.7 | 80.8 | 81.0 | 80.9 | |
| 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 | 1.10 | 1.12 | 1.10 | 1.10 | 1.12 | 1.18 | 1.18 | |
| Perfect OpenMP/MPI/Pthread/TBB + Perfect Load Distribution | 1.00 | 1.05 | 1.14 | 1.31 | 1.68 | 1.75 | 1.75 | 1.88 | 1.92 | 1.98 | 2.03 | |
| Scalability - Gap | 1.00 | 1.12 | 1.32 | 1.75 | 2.82 | 4.11 | 5.36 | 6.63 | 7.89 | 9.39 | 11.04 | |
| No Scalar Integer | Potential Speedup | 1.01 | 1.01 | 1.01 | 1.01 | 1.01 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 |
| Nb Loops to get 80% | 3 | 4 | 3 | 3 | 4 | 3 | 3 | 3 | 3 | 4 | 4 | |
| FP Vectorised | Potential Speedup | 1.23 | 1.22 | 1.21 | 1.19 | 1.13 | 1.12 | 1.12 | 1.11 | 1.11 | 1.10 | 1.10 |
| Nb Loops to get 80% | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | |
| Fully Vectorised | Potential Speedup | 2.08 | 2.02 | 1.94 | 1.82 | 1.63 | 1.62 | 1.64 | 1.58 | 1.60 | 1.56 | 1.55 |
| Nb Loops to get 80% | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | |
| Only FP Arithmetic | Potential Speedup | 2.41 | 2.34 | 2.21 | 2.02 | 1.71 | 1.67 | 1.67 | 1.61 | 1.62 | 1.57 | 1.56 |
| Nb Loops to get 80% | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | |
| Source Object | Issue |
|---|---|
| ▼libllama.so | |
| ▼llama-vocab.cpp | |
| ○ | -mcpu=native is missing. |
| ▼hashtable_policy.h | |
| ○ | -mcpu=native is missing. |
| ▼llama-impl.cpp | |
| ○ | -mcpu=native is missing. |
| ▼unicode.cpp | |
| ○ | -mcpu=native is missing. |
| ▼hashtable.h | |
| ○ | -mcpu=native is missing. |
| ▼llama-kv-cache.cpp | |
| ○ | -mcpu=native is missing. |
| ▼libggml-cpu.so | |
| ▼binary-ops.cpp | |
| ○ | |
| ▼traits.cpp | |
| ○ | |
| ▼kernels.cpp | |
| ○ | |
| ▼kai_rhs_pack_nxk_qsi4c32pscalef16_qsu4c32s16s0.c | |
| ○ | |
| ▼invoke.h | |
| ○ | |
| ▼kai_matmul_clamp_f32_qsi8d32p1x8_qsi4c32p4x8_1x4x32_neon_dotprod.c | |
| ○ | |
| ▼kai_lhs_quant_pack_qsi8d32p_f32.c | |
| ○ | |
| ▼vec.cpp | |
| ○ | |
| ▼kleidiai.cpp | |
| ○ | |
| ▼kai_matmul_clamp_f32_qsi8d32p4x8_qsi4c32p4x8_16x4_neon_i8mm.c | |
| ○ | |
| ▼kai_lhs_quant_pack_qsi8d32p4x8sb_f32_neon.c | |
| ○ | |
| ▼ops.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. |
| ▼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. |
| ▼exec | |
| ▼basic_string.h | |
| ○ | -mcpu=native is missing. |
| ▼stl_uninitialized.h | |
| ○ | -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/176-406-0420/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 09:21:13 | 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: 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 --driver-mode=g++ -D GGML_BACKEND_SHARED -D GGML_SHARED -D GGML_USE_BLAS -D GGML_USE_CPU -D LLAMA_SHARED -I /home/eoseret/Tools/QaaS/qaas_runs/ip-172-31-46-37.ec2.internal/176-406-0420/llama.cpp/build/llama.cpp/common/. -I /home/eoseret/Tools/QaaS/qaas_runs/ip-172-31-46-37.ec2.internal/176-406-0420/llama.cpp/build/llama.cpp/common/../vendor -I /home/eoseret/Tools/QaaS/qaas_runs/ip-172-31-46-37.ec2.internal/176-406-0420/llama.cpp/build/llama.cpp/src/../include -I /home/eoseret/Tools/QaaS/qaas_runs/ip-172-31-46-37.ec2.internal/176-406-0420/llama.cpp/build/llama.cpp/ggml/src/../include -O3 -g -fno-omit-frame-pointer -fcf-protection=none -no-pie 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| Number of sockets | 1 | 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 |
| Number of cores per socket | 64 | 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 |
| MAQAO version | 2025.1.3 | 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 |
| MAQAO build | b489783858807c9a72e0923fd7b399a22c81991c::20251024-122946 | 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 |
| Comments | OV scalability run using armclang | 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 |