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| Metric | r0 | r1 | r2 | r3 | r4 | r5 | r6 | r7 | r8 | r9 | r10 | r11 | r12 | r13 | r14 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Total Time (s) | 177.76 | 95.42 | 49.76 | 27.61 | 16.85 | 13.89 | 13.59 | 12.80 | 12.33 | 11.81 | 11.22 | 11.02 | 11.09 | 11.13 | 11.33 | |
| Max (Thread Active Time) (s) | 177.21 | 94.73 | 49.13 | 27.06 | 16.24 | 13.21 | 12.89 | 12.10 | 11.64 | 11.19 | 10.61 | 10.42 | 10.48 | 10.45 | 10.63 | |
| Average Active Time (s) | 177.21 | 94.70 | 49.02 | 26.82 | 15.98 | 13.01 | 12.66 | 11.90 | 11.43 | 10.93 | 10.36 | 10.18 | 10.21 | 10.26 | 10.42 | |
| Activity Ratio (%) | 99.7 | 99.5 | 99.3 | 98.9 | 97.9 | 97.4 | 97.2 | 97.2 | 97.1 | 97.2 | 97.2 | 97.3 | 97.0 | 97.0 | 96.7 | |
| Average number of active threads | 0.997 | 1.985 | 3.940 | 7.771 | 15.172 | 22.471 | 29.805 | 37.196 | 44.510 | 51.850 | 59.129 | 66.513 | 73.636 | 81.060 | 88.263 | |
| Affinity Stability (%) | 100.0 | 99.7 | 99.7 | 99.6 | 99.6 | 99.5 | 99.5 | 99.5 | 99.5 | 99.5 | 99.5 | 99.4 | 99.4 | 99.4 | 99.4 | |
| Time in analyzed loops (%) | 99.0 | 98.1 | 96.7 | 93.7 | 86.7 | 79.3 | 78.1 | 77.1 | 75.9 | 75.7 | 76.0 | 75.6 | 73.6 | 73.3 | 71.7 | |
| Time in analyzed innermost loops (%) | 97.8 | 97.0 | 95.6 | 92.7 | 86.0 | 78.5 | 77.5 | 76.5 | 75.3 | 75.2 | 75.4 | 75.0 | 72.9 | 72.5 | 71.0 | |
| Time in user code (%) | 99.5 | 98.5 | 97.2 | 94.2 | 87.1 | 79.7 | 78.4 | 77.4 | 76.2 | 76.2 | 76.5 | 76.2 | 74.3 | 74.0 | 72.4 | |
| Compilation Options Score (%) | 100 | 100.0 | 99.9 | 99.8 | 99.6 | 99.4 | 99.5 | 99.5 | 99.4 | 99.3 | 99.3 | 99.3 | 99.3 | 99.3 | 99.3 | |
| Array Access Efficiency (%) | 89.3 | 88.7 | 89.7 | 89.0 | 90.8 | 89.2 | 93.2 | 91.9 | 89.6 | 88.8 | 88.5 | 93.4 | 89.2 | 95.7 | 96.1 | |
| 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 | 1.06 | 1.12 | 1.13 | 1.18 | 1.18 | 1.12 | 1.15 | 1.16 | 1.18 | 1.22 | 1.22 | |
| Perfect OpenMP/MPI/Pthread/TBB + Perfect Load Distribution | 1.00 | 1.01 | 1.03 | 1.07 | 1.16 | 1.27 | 1.29 | 1.31 | 1.33 | 1.34 | 1.34 | 1.34 | 1.38 | 1.37 | 1.41 | |
| Scalability - Gap | 1.00 | 1.07 | 1.12 | 1.24 | 1.52 | 1.88 | 2.45 | 2.88 | 3.33 | 3.72 | 4.04 | 4.46 | 4.99 | 5.51 | 6.12 | |
| No Scalar Integer | Potential Speedup | 1.20 | 1.20 | 1.19 | 1.18 | 1.17 | 1.15 | 1.15 | 1.15 | 1.14 | 1.14 | 1.14 | 1.14 | 1.14 | 1.14 | 1.13 |
| Nb Loops to get 80% | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | |
| FP Vectorised | Potential Speedup | 1.09 | 1.09 | 1.09 | 1.09 | 1.08 | 1.07 | 1.07 | 1.07 | 1.07 | 1.07 | 1.07 | 1.07 | 1.06 | 1.06 | 1.06 |
| Nb Loops to get 80% | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | |
| Fully Vectorised | Potential Speedup | 1.42 | 1.42 | 1.41 | 1.39 | 1.35 | 1.31 | 1.30 | 1.30 | 1.29 | 1.29 | 1.29 | 1.29 | 1.28 | 1.28 | 1.28 |
| 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 | 1.99 | 1.97 | 1.94 | 1.89 | 1.77 | 1.66 | 1.64 | 1.63 | 1.61 | 1.61 | 1.61 | 1.60 | 1.58 | 1.58 | 1.56 |
| Nb Loops to get 80% | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | |
| Source Object | Issue |
|---|---|
| ▼libllama.so | |
| ▼hashtable.h | |
| ○ | |
| ▼llama-model.cpp | |
| ○ | |
| ▼llama-context.cpp | |
| ○ | |
| ▼llama-batch.h | |
| ○ | |
| ▼llama-graph.cpp | |
| ○ | |
| ▼llama-kv-cache.cpp | |
| ○ | |
| ▼llama-vocab.cpp | |
| ○ | |
| ▼llama-sampling.cpp | |
| ○ | |
| ▼llama-arch.cpp | |
| ○ | |
| ▼llama-impl.cpp | |
| ○ | |
| ▼unicode.cpp | |
| ○ | |
| ▼llama-batch.cpp | |
| ○ | |
| ▼stl_pair.h | |
| ○ | |
| ▼libggml-cpu.so | |
| ▼binary-ops.cpp | |
| ○ | |
| ▼traits.cpp | |
| ○ | |
| ▼repack.cpp | |
| ○ | |
| ▼ops.cpp | |
| ○ | |
| ▼vec.cpp | |
| ○ | |
| ▼ggml-cpu.c | |
| ○ | |
| ▼quants.c | |
| ○ | |
| ▼libggml-blas.so | |
| ▼ggml-blas.cpp | |
| ○ | |
| ▼libggml-base.so | |
| ▼ggml-quants.c | |
| ○ | |
| ▼ggml-backend.cpp | |
| ○ | |
| ▼ggml-alloc.c | |
| ○ | |
| ▼gguf.cpp | |
| ○ | |
| ▼ggml.c | |
| ○ | |
| ▼[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 | |
| ▼regex.h | |
| ○ | |
| ▼basic_string.h | |
| ○ | |
| ▼regex_executor.tcc | |
| ○ | |
| ▼sampling.cpp | |
| ○ | |
| ▼vector.tcc | |
| ○ | |
| ▼invoke.h | |
| ○ | |
| ▼main.cpp | |
| ○ |
| r0 | r1 | r2 | r3 | r4 | r5 | r6 | r7 | r8 | r9 | r10 | r11 | r12 | r13 | r14 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Application | /home/eoseret/Tools/QaaS/qaas_runs/ip-172-31-47-249.ec2.internal/175-802-9624/llama.cpp/run/binaries/armclang_3/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 | 2025-10-02 14:29:37 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | 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-172-31-47-249.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 6.1.109-118.189.amzn2023.aarch64 #1 SMP Tue Sep 10 08:58:40 UTC 2024 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | 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 C/C++/Fortran Compiler version 24.10.1 (build number 4) (based on LLVM 19.1.0) /opt/arm/arm-linux-compiler-24.10.1_AmazonLinux-2023/llvm-bin/clang-19 --driver-mode=g++ -D GGML_BACKEND_SHARED -D GGML_SHARED -D GGML_USE_BLAS -D GGML_USE_CPU -D LLAMA_SHARED -D LLAMA_USE_CURL -I /home/eoseret/Tools/QaaS/qaas_runs/ip-172-31-47-249.ec2.internal/175-802-9624/llama.cpp/build/llama.cpp/common/. -I /home/eoseret/Tools/QaaS/qaas_runs/ip-172-31-47-249.ec2.internal/175-802-9624/llama.cpp/build/llama.cpp/common/../vendor -I /home/eoseret/Tools/QaaS/qaas_runs/ip-172-31-47-249.ec2.internal/175-802-9624/llama.cpp/build/llama.cpp/src/../include -I /home/eoseret/Tools/QaaS/qaas_runs/ip-172-31-47-249.ec2.internal/175-802-9624/llama.cpp/build/llama.cpp/ggml/src/../include -O3 -O3 -mcpu=neoverse-v2+nosve+nosve2 -armpl -ffast-math -g -fno-omit-frame-pointer -fcf-protection=none -no-pie -grecord-command-line -fno-finite-math-only -O3 -D NDEBUG -fPIC -Wmissing-declarations 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/home/eoseret/Tools/QaaS/qaas_runs/ip-172-31-47-249.ec2.internal/175-802-9624/llama.cpp/build/llama.cpp/common/../vendor -I /home/eoseret/Tools/QaaS/qaas_runs/ip-172-31-47-249.ec2.internal/175-802-9624/llama.cpp/build/llama.cpp/src/../include -I /home/eoseret/Tools/QaaS/qaas_runs/ip-172-31-47-249.ec2.internal/175-802-9624/llama.cpp/build/llama.cpp/ggml/src/../include -O3 -O3 -mcpu=neoverse-v2+nosve+nosve2 -armpl -ffast-math -g -fno-omit-frame-pointer -fcf-protection=none -no-pie -grecord-command-line -fno-finite-math-only -O3 -D NDEBUG -fPIC -Wmissing-declarations -Wmissing-noreturn -Wall -Wextra -Wpedantic -Wcast-qual -Wno-unused-function -Wunreachable-code-break -Wunreachable-code-return -Wmissing-prototypes -Wextra-semi -MD -MT common/CMakeFiles/common.dir/regex-partial.cpp.o -MF common/CMakeFiles/common.dir/regex-partial.cpp.o.d -o common/CMakeFiles/common.dir/regex-partial.cpp.o -c 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/home/eoseret/Tools/QaaS/qaas_runs/ip-172-31-47-249.ec2.internal/175-802-9624/llama.cpp/build/llama.cpp/src/llama-sampling.cpp | same as r7 | same as r2 | same as r7 | same as r7 | same as r2 | same as r2 | same as r7 |
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| Number of threads observed | 1 | 2 | 4 | 8 | 16 | 24 | 32 | 40 | 48 | 56 | 64 | 72 | 80 | 88 | 96 |
| Frequency Driver | 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 | same as r0 | same as r0 | same as r0 | same as r0 |
| 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 | 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 | 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 | 2025.1.2 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | 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 | Build information not available | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | same as r0 | 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_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 |