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| Metric | r0 | r1 | r2 | r3 | r4 | r5 | r6 | r7 | r8 | r9 | r10 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Total Time (s) | 12.98 | 7.92 | 5.33 | 4.06 | 3.43 | 3.22 | 3.18 | 3.13 | 3.10 | 3.07 | 3.04 | |
| Max (Thread Active Time) (s) | 11.24 | 6.04 | 3.53 | 2.29 | 1.70 | 1.46 | 1.36 | 1.21 | 1.24 | 1.25 | 1.17 | |
| Average Active Time (s) | 11.24 | 5.67 | 2.93 | 1.56 | 0.88 | 0.70 | 0.59 | 0.53 | 0.48 | 0.44 | 0.41 | |
| Activity Ratio (%) | 86.6 | 83.6 | 80.6 | 75.4 | 67.4 | 64.0 | 60.0 | 58.2 | 55.7 | 53.3 | 50.8 | |
| Average number of active threads | 0.866 | 1.431 | 2.198 | 3.077 | 4.093 | 5.205 | 5.897 | 6.763 | 7.433 | 8.037 | 8.615 | |
| Affinity Stability (%) | 85.1 | 81.0 | 78.1 | 76.7 | 73.0 | 70.2 | 67.5 | 65.3 | 63.5 | 62.0 | 60.4 | |
| Time in analyzed loops (%) | 97.5 | 95.7 | 93.2 | 86.9 | 80.2 | 71.2 | 69.2 | 62.4 | 58.4 | 52.5 | 52.1 | |
| Time in analyzed innermost loops (%) | 95.1 | 93.4 | 90.4 | 84.7 | 79.0 | 69.2 | 67.7 | 60.6 | 57.2 | 51.0 | 50.5 | |
| Time in user code (%) | 98.0 | 96.3 | 93.9 | 87.5 | 80.6 | 71.8 | 69.6 | 63.0 | 59.0 | 52.9 | 52.7 | |
| Compilation Options Score (%) | 99.6 | 99.6 | 99.5 | 99.5 | 99.4 | 99.3 | 99.3 | 99.3 | 99.0 | 99.1 | 99.0 | |
| Array Access Efficiency (%) | 72.1 | 72.5 | 72.5 | 72.5 | 72.8 | 72.7 | 72.9 | 72.8 | 72.7 | 72.8 | 72.9 | |
| 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 | 1.00 | 1.01 | 1.01 | 1.01 | 1.01 | 1.00 | 1.00 | 1.02 | 1.02 | 1.04 | |
| Perfect OpenMP/MPI/Pthread/TBB + Perfect Load Distribution | 1.00 | 1.08 | 1.26 | 1.64 | 2.35 | 2.84 | 3.29 | 3.57 | 4.31 | 5.23 | 5.28 | |
| Scalability - Gap | 1.00 | 1.22 | 1.64 | 2.50 | 4.23 | 5.96 | 7.83 | 9.63 | 11.45 | 13.25 | 14.96 | |
| No Scalar Integer | Potential Speedup | 1.01 | 1.01 | 1.01 | 1.01 | 1.00 | 1.01 | 1.01 | 1.01 | 1.01 | 1.01 | 1.01 |
| Nb Loops to get 80% | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 2 | 1 | 1 | |
| FP Vectorised | Potential Speedup | 1.16 | 1.16 | 1.15 | 1.14 | 1.13 | 1.11 | 1.11 | 1.10 | 1.09 | 1.08 | 1.08 |
| Nb Loops to get 80% | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | |
| Fully Vectorised | Potential Speedup | 3.78 | 3.61 | 3.40 | 2.92 | 2.59 | 2.18 | 2.11 | 1.90 | 1.81 | 1.67 | 1.65 |
| Nb Loops to get 80% | 3 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | |
| Only FP Arithmetic | Potential Speedup | 4.16 | 4.00 | 3.71 | 3.12 | 2.70 | 2.25 | 2.16 | 1.94 | 1.82 | 1.68 | 1.68 |
| Nb Loops to get 80% | 4 | 3 | 3 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | |
| Source Object | Issue |
|---|---|
| ▼libllama.so | |
| ▼hashtable.h | |
| ○ | -mcpu=native is missing. |
| ▼llama-model.cpp | |
| ○ | -mcpu=native is missing. |
| ▼llama-vocab.cpp | |
| ○ | -mcpu=native is missing. |
| ▼llama-impl.cpp | |
| ○ | -mcpu=native is missing. |
| ▼stl_pair.h | |
| ○ | -mcpu=native is missing. |
| ▼unique_ptr.h | |
| ○ | -mcpu=native is missing. |
| ▼unicode.cpp | |
| ○ | -mcpu=native is missing. |
| ▼hashtable_policy.h | |
| ○ | -mcpu=native is missing. |
| ▼llama-model-loader.cpp | |
| ○ | -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 | |
| ○ | |
| ▼kai_matmul_clamp_f32_qsi8d32p1x8_qsi4c32p4x8_1x4x32_neon_dotprod.c | |
| ○ | |
| ▼kleidiai.cpp | |
| ○ | |
| ▼vec.cpp | |
| ○ | |
| ▼kai_lhs_quant_pack_qsi8d32p4x8sb_f32_neon.c | |
| ○ | |
| ▼quants.c | |
| ○ | |
| ▼ggml-cpu.c | |
| ○ | |
| ▼ops.cpp | |
| ○ | |
| ▼exec | |
| ▼log.cpp | |
| ○ | -mcpu=native is missing. |
| ▼basic_string.h | |
| ○ | -mcpu=native is missing. |
| ▼stl_uninitialized.h | |
| ○ | -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. |
| ▼libggml-base.so | |
| ▼ggml-quants.c | |
| ○ | -mcpu=native is missing. |
| ▼ggml-backend.cpp | |
| ○ | -mcpu=native is missing. |
| ▼ggml-alloc.c | |
| ○ | -mcpu=native is missing. |
| ▼gguf.cpp | |
| ○ | -mcpu=native is missing. |
| ▼ggml.c | |
| ○ | -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/176-399-4104/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 | 2025-11-24 14:34:35 | 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: 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/176-399-4104/llama.cpp/build/llama.cpp/common/. -I /home/eoseret/Tools/QaaS/qaas_runs/ip-172-31-46-37.ec2.internal/176-399-4104/llama.cpp/build/llama.cpp/common/../vendor -I /home/eoseret/Tools/QaaS/qaas_runs/ip-172-31-46-37.ec2.internal/176-399-4104/llama.cpp/build/llama.cpp/src/../include -I /home/eoseret/Tools/QaaS/qaas_runs/ip-172-31-46-37.ec2.internal/176-399-4104/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 threads observed | 1 | 2 | 4 | 8 | 16 | 24 | 32 | 40 | 48 | 56 | 64 |
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| Frequency Governor | NA | 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 |
| Huge Pages | madvise | 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 |
| Hyperthreading | off | 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 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 |
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| 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 |