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| Metric | r0 | r1 | r2 | r3 | r4 | r5 | r6 | r7 | r8 | r9 | r10 | r11 | r12 | r13 | r14 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Total Time (s) | 33.20 | 18.38 | 10.86 | 7.30 | 5.59 | 5.07 | 5.10 | 5.18 | 5.13 | 5.16 | 5.17 | 5.25 | 5.33 | 5.48 | 5.58 | |
| Max (Thread Active Time) (s) | 31.72 | 16.90 | 9.34 | 5.78 | 3.97 | 3.48 | 3.40 | 3.30 | 3.17 | 3.23 | 3.23 | 3.14 | 3.17 | 3.32 | 3.31 | |
| Average Active Time (s) | 31.72 | 16.54 | 8.83 | 5.16 | 3.35 | 2.72 | 2.65 | 2.64 | 2.52 | 2.48 | 2.41 | 2.43 | 2.38 | 2.43 | 2.48 | |
| Activity Ratio (%) | 95.6 | 94.6 | 92.8 | 90.4 | 86.0 | 81.8 | 79.3 | 77.7 | 75.2 | 73.9 | 71.7 | 70.5 | 68.2 | 66.4 | 65.9 | |
| Average number of active threads | 0.956 | 1.800 | 3.252 | 5.658 | 9.592 | 12.888 | 16.628 | 20.381 | 23.583 | 26.922 | 29.814 | 33.327 | 35.785 | 39.020 | 42.652 | |
| Affinity Stability (%) | 99.9 | 94.2 | 93.4 | 92.4 | 91.4 | 90.8 | 91.2 | 91.7 | 91.6 | 91.6 | 91.7 | 91.8 | 91.9 | 92.3 | 92.6 | |
| Time in analyzed loops (%) | 98.7 | 95.9 | 91.2 | 83.8 | 71.7 | 65.0 | 61.7 | 56.7 | 58.3 | 55.0 | 55.0 | 51.0 | 50.3 | 49.9 | 48.5 | |
| Time in analyzed innermost loops (%) | 96.7 | 93.9 | 88.8 | 82.3 | 70.6 | 63.9 | 60.9 | 55.9 | 57.3 | 53.8 | 53.5 | 49.6 | 48.9 | 48.3 | 46.8 | |
| Time in user code (%) | 99.3 | 96.5 | 91.7 | 84.4 | 72.3 | 65.5 | 62.5 | 57.5 | 59.4 | 56.3 | 56.7 | 52.6 | 52.5 | 51.9 | 50.6 | |
| Compilation Options Score (%) | 99.9 | 99.8 | 99.7 | 99.5 | 99.1 | 98.9 | 99.0 | 98.8 | 98.7 | 98.5 | 98.7 | 98.4 | 98.4 | 98.6 | 98.4 | |
| Array Access Efficiency (%) | 78.2 | 77.9 | 77.8 | 78.3 | 78.5 | 78.6 | 79.0 | 79.6 | 79.8 | 79.6 | 79.8 | 79.7 | 80.0 | 79.9 | 79.8 | |
| 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 | 1.01 | 1.02 | 1.04 | 1.09 | 1.12 | 1.13 | 1.17 | 1.17 | 1.13 | 1.18 | 1.21 | 1.22 | 1.26 | |
| Perfect OpenMP/MPI/Pthread/TBB + Perfect Load Distribution | 1.00 | 1.05 | 1.15 | 1.32 | 1.63 | 1.93 | 2.03 | 2.15 | 2.10 | 2.29 | 2.34 | 2.43 | 2.51 | 2.61 | 2.62 | |
| Scalability - Gap | 1.00 | 1.11 | 1.31 | 1.76 | 2.69 | 3.67 | 4.92 | 6.24 | 7.42 | 8.70 | 9.96 | 11.37 | 12.84 | 14.51 | 16.12 | |
| No Scalar Integer | Potential Speedup | 1.02 | 1.02 | 1.02 | 1.01 | 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% | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 4 | 4 | 3 | 5 | 5 | 4 | 4 | |
| FP Vectorised | Potential Speedup | 1.10 | 1.11 | 1.10 | 1.08 | 1.07 | 1.06 | 1.05 | 1.04 | 1.04 | 1.04 | 1.04 | 1.04 | 1.03 | 1.04 | 1.04 |
| Nb Loops to get 80% | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | |
| Fully Vectorised | Potential Speedup | 1.19 | 1.18 | 1.17 | 1.15 | 1.13 | 1.11 | 1.11 | 1.10 | 1.10 | 1.10 | 1.10 | 1.09 | 1.09 | 1.09 | 1.09 |
| Nb Loops to get 80% | 2 | 2 | 2 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 2 | 2 | |
| Only FP Arithmetic | Potential Speedup | 2.34 | 2.27 | 2.15 | 1.94 | 1.70 | 1.60 | 1.54 | 1.47 | 1.49 | 1.45 | 1.45 | 1.40 | 1.39 | 1.39 | 1.38 |
| Nb Loops to get 80% | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | |
| Source Object | Issue |
|---|---|
| ▼libllama.so | |
| ▼llama-vocab.cpp | |
| ○ | -mcpu=native is missing. |
| ▼stl_pair.h | |
| ○ | -mcpu=native is missing. |
| ▼llama-arch.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. |
| ▼llama-graph.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 | |
| ○ | |
| ▼kai_matmul_clamp_f32_qsi8d32p1x8_qsi4c32p4x8_1x4x32_neon_dotprod.c | |
| ○ | |
| ▼kai_lhs_quant_pack_qsi8d32p_f32.c | |
| ○ | |
| ▼vec.cpp | |
| ○ | |
| ▼kleidiai.cpp | |
| ○ | |
| ▼ggml-cpu.cpp | |
| ○ | |
| ▼kai_lhs_quant_pack_qsi8d32p4x8sb_f32_neon.c | |
| ○ | |
| ▼quants.c | |
| ○ | |
| ▼ggml-cpu.c | |
| ○ | |
| ▼ops.cpp | |
| ○ | |
| ▼libggml-base.so | |
| ▼ggml-quants.c | |
| ○ | -mcpu=native is missing. |
| ▼ggml.c | |
| ○ | -mcpu=native is missing. |
| ▼stl_construct.h | |
| ○ | -mcpu=native is missing. |
| ▼gguf.cpp | |
| ○ | -mcpu=native is missing. |
| ▼gthr-default.h | |
| ○ | -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 | r11 | r12 | r13 | r14 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Application | /home/eoseret/Tools/QaaS/qaas_runs/ip-172-31-35-140.ec2.internal/176-406-0470/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 | 2025-11-25 09:23:04 | 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 | 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-172-31-35-140.ec2.internal/176-406-0470/llama.cpp/build/llama.cpp/common/. -I /home/eoseret/Tools/QaaS/qaas_runs/ip-172-31-35-140.ec2.internal/176-406-0470/llama.cpp/build/llama.cpp/common/../vendor -I /home/eoseret/Tools/QaaS/qaas_runs/ip-172-31-35-140.ec2.internal/176-406-0470/llama.cpp/build/llama.cpp/src/../include -I /home/eoseret/Tools/QaaS/qaas_runs/ip-172-31-35-140.ec2.internal/176-406-0470/llama.cpp/build/llama.cpp/ggml/src/../include -O3 -g -fno-omit-frame-pointer -fcf-protection=none -no-pie 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