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| Metric | r0 | r1 | r2 | r3 | r4 | r5 | r6 | r7 | r8 | r9 | r10 | r11 | r12 | r13 | r14 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Total Time (s) | 34.35 | 18.27 | 10.29 | 6.29 | 4.30 | 3.75 | 3.45 | 3.28 | 3.17 | 3.06 | 2.99 | 2.97 | 2.91 | 2.88 | 2.85 | |
| Max (Thread Active Time) (s) | 32.81 | 16.70 | 8.75 | 4.76 | 2.81 | 2.16 | 1.87 | 1.74 | 1.68 | 1.48 | 1.40 | 1.35 | 1.37 | 1.30 | 1.34 | |
| Average Active Time (s) | 32.81 | 16.45 | 8.34 | 4.27 | 2.25 | 1.68 | 1.38 | 1.18 | 1.04 | 0.94 | 0.85 | 0.80 | 0.75 | 0.72 | 0.69 | |
| Activity Ratio (%) | 95.5 | 94.7 | 93.4 | 90.8 | 86.5 | 83.1 | 81.2 | 78.4 | 76.1 | 73.6 | 71.3 | 70.2 | 68.9 | 67.8 | 66.6 | |
| Average number of active threads | 0.955 | 1.801 | 3.242 | 5.431 | 8.362 | 10.755 | 12.823 | 14.369 | 15.801 | 17.128 | 18.126 | 19.469 | 20.680 | 21.989 | 23.136 | |
| Affinity Stability (%) | 79.0 | 94.1 | 92.9 | 90.6 | 86.8 | 84.6 | 82.8 | 81.2 | 79.6 | 77.7 | 76.3 | 75.7 | 74.3 | 73.7 | 72.6 | |
| Time in analyzed loops (%) | 98.7 | 98.2 | 96.8 | 94.8 | 90.6 | 87.4 | 84.8 | 81.7 | 78.5 | 77.0 | 75.9 | 71.8 | 70.7 | 68.9 | 67.0 | |
| Time in analyzed innermost loops (%) | 96.0 | 95.6 | 94.4 | 92.4 | 88.4 | 85.5 | 83.4 | 80.0 | 77.0 | 75.3 | 74.0 | 70.3 | 69.2 | 67.4 | 65.3 | |
| Time in user code (%) | 98.9 | 98.5 | 97.2 | 95.0 | 90.9 | 87.6 | 85.0 | 82.0 | 78.7 | 77.3 | 76.2 | 72.1 | 71.1 | 69.3 | 67.3 | |
| Compilation Options Score (%) | 99.9 | 99.9 | 99.9 | 99.9 | 99.8 | 99.8 | 99.8 | 99.8 | 99.7 | 99.7 | 99.7 | 99.7 | 99.6 | 99.5 | 99.5 | |
| Array Access Efficiency (%) | 74.2 | 74.2 | 74.2 | 74.2 | 74.2 | 74.2 | 74.5 | 74.2 | 74.4 | 74.5 | 74.5 | 74.2 | 74.2 | 74.4 | 74.4 | |
| 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 | 1.01 | 1.02 | 1.03 | 1.02 | 1.03 | 1.03 | 1.04 | 1.05 | |
| Perfect OpenMP/MPI/Pthread/TBB + Perfect Load Distribution | 1.00 | 1.02 | 1.07 | 1.16 | 1.36 | 1.45 | 1.57 | 1.78 | 2.02 | 2.02 | 2.15 | 2.29 | 2.53 | 2.57 | 2.86 | |
| Scalability - Gap | 1.00 | 1.06 | 1.20 | 1.46 | 2.00 | 2.62 | 3.22 | 3.82 | 4.44 | 5.00 | 5.57 | 6.23 | 6.77 | 7.37 | 7.97 | |
| No Scalar Integer | Potential Speedup | 1.01 | 1.02 | 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 | 2 | 3 | 3 | 3 | 4 | |
| 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 | 1.01 |
| Nb Loops to get 80% | 3 | 3 | 3 | 4 | 3 | 3 | 2 | 4 | 1 | 2 | 2 | 2 | 2 | 1 | 2 | |
| Fully Vectorised | Potential Speedup | 1.77 | 1.77 | 1.75 | 1.73 | 1.67 | 1.64 | 1.62 | 1.57 | 1.54 | 1.53 | 1.52 | 1.48 | 1.47 | 1.45 | 1.44 |
| 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 | 4.36 | 4.31 | 4.10 | 3.86 | 3.42 | 3.11 | 2.95 | 2.75 | 2.55 | 2.48 | 2.46 | 2.23 | 2.20 | 2.13 | 2.04 |
| 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 | |
| ▼llama-vocab.cpp | |
| ○ | -mcpu=native is missing. |
| ▼std_function.h | |
| ○ | -mcpu=native is missing. |
| ▼hashtable_policy.h | |
| ○ | -mcpu=native is missing. |
| ▼llama-impl.cpp | |
| ○ | -mcpu=native is missing. |
| ▼unicode.cpp | |
| ○ | -mcpu=native is missing. |
| ▼stl_pair.h | |
| ○ | -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 | |
| ○ | |
| ▼kleidiai.cpp | |
| ○ | |
| ▼vec.cpp | |
| ○ | |
| ▼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. |
| ▼[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/176-399-7732/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 15:39:17 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | 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/176-399-7732/llama.cpp/build/llama.cpp/ggml/src/.. -I /home/eoseret/Tools/QaaS/qaas_runs/ip-172-31-35-140.ec2.internal/176-399-7732/llama.cpp/build/llama.cpp/ggml/src/. -I /home/eoseret/Tools/QaaS/qaas_runs/ip-172-31-35-140.ec2.internal/176-399-7732/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu -I 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