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| Metric | r0 | r1 | r2 | r3 | r4 | r5 | r6 | r7 | r8 | r9 | r10 | r11 | r12 | r13 | r14 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Total Time (s) | 48.59 | 25.75 | 14.36 | 8.74 | 6.20 | 5.57 | 5.29 | 5.19 | 5.13 | 5.21 | 5.28 | 5.33 | 5.38 | 5.62 | 5.78 | |
| Max (Thread Active Time) (s) | 47.16 | 24.19 | 12.84 | 7.23 | 4.59 | 3.86 | 3.60 | 3.27 | 3.34 | 3.27 | 3.14 | 3.18 | 3.12 | 3.32 | 3.49 | |
| Average Active Time (s) | 47.16 | 23.90 | 12.36 | 6.67 | 3.97 | 3.24 | 2.85 | 2.65 | 2.55 | 2.53 | 2.49 | 2.47 | 2.46 | 2.53 | 2.57 | |
| Activity Ratio (%) | 97.0 | 96.2 | 95.0 | 93.0 | 88.2 | 84.5 | 80.7 | 77.8 | 75.9 | 74.3 | 71.6 | 70.4 | 68.9 | 66.6 | 64.9 | |
| Average number of active threads | 0.970 | 1.856 | 3.443 | 6.105 | 10.242 | 13.953 | 17.241 | 20.453 | 23.865 | 27.192 | 30.199 | 33.434 | 36.661 | 39.638 | 42.659 | |
| Affinity Stability (%) | 100.0 | 95.9 | 95.2 | 93.9 | 92.4 | 91.9 | 91.7 | 91.6 | 91.5 | 91.7 | 91.8 | 92.0 | 92.1 | 92.4 | 92.5 | |
| Time in analyzed loops (%) | 99.2 | 98.0 | 95.0 | 88.6 | 80.4 | 73.7 | 68.7 | 63.9 | 60.9 | 56.8 | 57.6 | 53.8 | 52.6 | 51.4 | 50.1 | |
| Time in analyzed innermost loops (%) | 96.4 | 95.6 | 92.9 | 86.3 | 78.5 | 72.0 | 67.3 | 62.7 | 59.7 | 55.1 | 55.1 | 51.6 | 50.5 | 49.0 | 47.7 | |
| Time in user code (%) | 99.5 | 98.3 | 95.2 | 88.9 | 80.7 | 74.1 | 69.1 | 64.5 | 62.0 | 57.9 | 59.0 | 55.3 | 54.3 | 53.5 | 52.2 | |
| Compilation Options Score (%) | 99.9 | 99.9 | 99.8 | 99.7 | 99.5 | 99.3 | 99.1 | 98.9 | 98.9 | 98.8 | 98.7 | 98.5 | 98.3 | 98.3 | 98.4 | |
| Array Access Efficiency (%) | 71.9 | 71.9 | 71.8 | 71.9 | 71.9 | 72.0 | 72.2 | 72.5 | 72.5 | 72.9 | 72.5 | 72.6 | 72.7 | 72.7 | 72.8 | |
| 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 | 1.01 | 1.01 | 1.03 | 1.09 | 1.09 | 1.15 | 1.12 | 1.18 | 1.21 | 1.21 | 1.25 | 1.24 | 1.28 | 1.35 | |
| Perfect OpenMP/MPI/Pthread/TBB + Perfect Load Distribution | 1.00 | 1.02 | 1.08 | 1.21 | 1.42 | 1.60 | 1.81 | 1.89 | 2.09 | 2.21 | 2.12 | 2.30 | 2.31 | 2.43 | 2.57 | |
| Scalability - Gap | 1.00 | 1.06 | 1.18 | 1.44 | 2.04 | 2.75 | 3.48 | 4.27 | 5.06 | 6.00 | 6.95 | 7.90 | 8.86 | 10.18 | 11.42 | |
| No Scalar Integer | 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 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 5 | 5 | |
| 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% | 4 | 6 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 2 | 3 | 3 | 4 | 3 | 3 | |
| Fully Vectorised | Potential Speedup | 1.61 | 1.60 | 1.57 | 1.51 | 1.44 | 1.39 | 1.36 | 1.33 | 1.31 | 1.29 | 1.30 | 1.27 | 1.26 | 1.26 | 1.25 |
| 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 | 3.89 | 3.71 | 3.38 | 2.96 | 2.49 | 2.23 | 2.07 | 1.95 | 1.86 | 1.77 | 1.77 | 1.69 | 1.66 | 1.64 | 1.62 |
| Nb Loops to get 80% | 3 | 3 | 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. |
| ▼llama-impl.cpp | |
| ○ | -mcpu=native is missing. |
| ▼unicode.cpp | |
| ○ | -mcpu=native is missing. |
| ▼llama-batch.cpp | |
| ○ | -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 | |
| ○ | |
| ▼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 | |
| ○ | |
| ▼exec | |
| ▼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.c | |
| ○ | -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/176-406-3192/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 09:52:02 | 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/176-406-3192/llama.cpp/build/llama.cpp/common/. -I /home/eoseret/Tools/QaaS/qaas_runs/ip-172-31-35-140.ec2.internal/176-406-3192/llama.cpp/build/llama.cpp/common/../vendor -I /home/eoseret/Tools/QaaS/qaas_runs/ip-172-31-35-140.ec2.internal/176-406-3192/llama.cpp/build/llama.cpp/src/../include -I /home/eoseret/Tools/QaaS/qaas_runs/ip-172-31-35-140.ec2.internal/176-406-3192/llama.cpp/build/llama.cpp/ggml/src/../include -O3 -g -fno-omit-frame-pointer -fcf-protection=none -no-pie 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/home/eoseret/Tools/QaaS/qaas_runs/ip-172-31-35-140.ec2.internal/176-406-3192/llama.cpp/build/build/_deps/kleidiai_download-src/kai/ukernels/matmul/matmul_clamp_fp32_bf16p_bf16p -I /home/eoseret/Tools/QaaS/qaas_runs/ip-172-31-35-140.ec2.internal/176-406-3192/llama.cpp/build/build/_deps/kleidiai_download-src/kai/ukernels/matmul/pack -I /home/eoseret/Tools/QaaS/qaas_runs/ip-172-31-35-140.ec2.internal/176-406-3192/llama.cpp/build/llama.cpp/ggml/src/../include -O3 -g -fno-omit-frame-pointer -fcf-protection=none -no-pie -grecord-command-line -O3 -D NDEBUG -std=gnu11 -fPIC -Wshadow -Wstrict-prototypes -Wpointer-arith -Wmissing-prototypes -Werror=implicit-int -Werror=implicit-function-declaration -Wall -Wextra -Wpedantic -Wcast-qual -Wno-unused-function -Wunreachable-code-break -Wunreachable-code-return -Wdouble-promotion -MD -MT ggml/src/CMakeFiles/ggml-base.dir/ggml.c.o -MF ggml/src/CMakeFiles/ggml-base.dir/ggml.c.o.d -o ggml/src/CMakeFiles/ggml-base.dir/ggml.c.o -c 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| 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 | 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 | 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 | same as r0 | same as r0 | same as r0 | same as r0 |
| Number of cores per socket | 96 | 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 |
| 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 | 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 | 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 | same as r0 | same as r0 | same as r0 | same as r0 |