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| Metric | r0 | r1 | r2 | r3 | |
|---|---|---|---|---|---|
| Total Time (s) | 12.76 | 13.03 | 12.28 | 12.84 | |
| Max (Thread Active Time) (s) | 11.92 | 12.20 | 11.54 | 11.97 | |
| Average Active Time (s) | 11.76 | 11.94 | 11.31 | 11.72 | |
| Activity Ratio (%) | 96.7 | 96.2 | 96.9 | 95.9 | |
| Average number of active threads | 88.422 | 87.970 | 88.387 | 87.596 | |
| Affinity Stability (%) | 99.4 | 98.0 | 99.4 | 97.9 | |
| Time in analyzed loops (%) | 70.9 | 69.3 | 73.0 | 67.4 | |
| Time in analyzed innermost loops (%) | 69.8 | 68.5 | 72.2 | 66.9 | |
| Time in user code (%) | 71.8 | 69.8 | 73.7 | 70.6 | |
| Compilation Options Score (%) | 66.2 | 50.0 | 99.2 | 100 | |
| Array Access Efficiency (%) | 95.9 | 99.9 | 95.7 | 66.7 | |
| Potential Speedups | | ||||
| Perfect Flow Complexity | 1.00 | 1.00 | 1.00 | 1.00 | |
| Perfect OpenMP/MPI/Pthread/TBB | 1.27 | 1.29 | 1.21 | 1.27 | |
| Perfect OpenMP/MPI/Pthread/TBB + Perfect Load Distribution | 1.41 | 1.46 | 1.38 | 1.45 | |
| No Scalar Integer | Potential Speedup | 1.21 | 1.19 | 1.05 | 1.03 |
| Nb Loops to get 80% | 1 | 1 | 1 | 1 | |
| FP Vectorised | Potential Speedup | 1.21 | 1.25 | 1.60 | 1.53 |
| Nb Loops to get 80% | 1 | 1 | 1 | 1 | |
| Fully Vectorised | Potential Speedup | 1.38 | 1.41 | 1.31 | 1.28 |
| Nb Loops to get 80% | 1 | 1 | 1 | 1 | |
| Only FP Arithmetic | Potential Speedup | 1.56 | 1.58 | 1.06 | 1.04 |
| Nb Loops to get 80% | 1 | 1 | 2 | 2 | |
| Source Object | Issue |
|---|---|
| ▼libllama.so | |
| ▼llama-vocab.cpp | |
| ○ | -mcpu=native is missing. |
| ▼llama-sampling.cpp | |
| ○ | -mcpu=native is missing. |
| ▼stl_tree.h | |
| ○ | -mcpu=native is missing. |
| ▼hashtable_policy.h | |
| ○ | -mcpu=native is missing. |
| ▼vector.tcc | |
| ○ | -mcpu=native is missing. |
| ▼unicode.cpp | |
| ○ | -mcpu=native is missing. |
| ▼llama-impl.cpp | |
| ○ | -mcpu=native is missing. |
| ▼hashtable.h | |
| ○ | -mcpu=native is missing. |
| ▼libggml-cpu.so | |
| ▼binary-ops.cpp | |
| ○ | -mcpu=native is missing. |
| ▼repack.cpp | |
| ○ | -mcpu=native is missing. |
| ▼sgemm.cpp | |
| ○ | -mcpu=native is missing. |
| ▼quants.c | |
| ○ | -mcpu=native is missing. |
| ▼ggml-cpu.cpp | |
| ○ | -mcpu=native is missing. |
| ▼traits.cpp | |
| ○ | -mcpu=native is missing. |
| ▼vec.cpp | |
| ○ | -mcpu=native is missing. |
| ▼ggml-cpu.c | |
| ○ | -mcpu=native is missing. |
| ▼ops.cpp | |
| ○ | -mcpu=native is missing. |
| ▼exec | |
| ▼sampling.cpp | |
| ○ | -mcpu=native is missing. |
| ▼vector.tcc | |
| ○ | -mcpu=native is missing. |
| ▼regex_executor.tcc | |
| ○ | -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 | |
|---|---|---|---|---|
| Experiment Name | ||||
| Application | /home/eoseret/Tools/QaaS/qaas_runs/ip-172-31-47-249.ec2.internal/175-768-9528/llama.cpp/run/oneview_runs/defaults/orig/exec | /home/eoseret/Tools/QaaS/qaas_runs/ip-172-31-47-249.ec2.internal/175-768-9528/llama.cpp/run/base_runs/defaults/gcc/exec | /home/eoseret/Tools/QaaS/qaas_runs/ip-172-31-47-249.ec2.internal/175-768-9528/llama.cpp/run/binaries/armclang_3/exec | /home/eoseret/Tools/QaaS/qaas_runs/ip-172-31-47-249.ec2.internal/175-768-9528/llama.cpp/run/binaries/gcc_3/exec |
| Timestamp | 2025-09-12 15:07:11 | 2025-09-12 15:09:06 | 2025-09-12 15:21:50 | 2025-09-12 15:22:32 |
| Experiment Type | MPI; OpenMP; | same as r0 | same as r0 | same as r0 |
| Machine | ip-172-31-47-249.ec2.internal | same as r0 | same as r0 | same as r0 |
| Architecture | aarch64 | same as r0 | same as r0 | same as r0 |
| Micro Architecture | ARM_NEOVERSE_V2 | 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 |
| 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 |
| Architecture used during static analysis | aarch64 | 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 |
| Compilation Options | + [vdso]: N/A 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/175-768-9528/llama.cpp/build/llama.cpp/common/. -I /home/eoseret/Tools/QaaS/qaas_runs/ip-172-31-47-249.ec2.internal/175-768-9528/llama.cpp/build/llama.cpp/common/../vendor -I /home/eoseret/Tools/QaaS/qaas_runs/ip-172-31-47-249.ec2.internal/175-768-9528/llama.cpp/build/llama.cpp/src/../include -I /home/eoseret/Tools/QaaS/qaas_runs/ip-172-31-47-249.ec2.internal/175-768-9528/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 -fPIC -Wmissing-declarations -Wmissing-noreturn -Wall -Wextra -Wpedantic -Wcast-qual 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-mlittle-endian -mabi=lp64 -g -O3 -O3 -fno-omit-frame-pointer -fcf-protection=none -fPIC | + [vdso]: N/A 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/175-768-9528/llama.cpp/build/llama.cpp/common/. -I /home/eoseret/Tools/QaaS/qaas_runs/ip-172-31-47-249.ec2.internal/175-768-9528/llama.cpp/build/llama.cpp/common/../vendor -I /home/eoseret/Tools/QaaS/qaas_runs/ip-172-31-47-249.ec2.internal/175-768-9528/llama.cpp/build/llama.cpp/src/../include -I /home/eoseret/Tools/QaaS/qaas_runs/ip-172-31-47-249.ec2.internal/175-768-9528/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 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-ffast-math -fno-omit-frame-pointer -fcf-protection=none -fno-finite-math-only -fPIC libggml-base.so: GNU C11 14.2.0 -mcpu=neoverse-v2+nosve+nosve2 -mlittle-endian -mabi=lp64 -g -O3 -O3 -O3 -std=gnu11 -funroll-loops -ffast-math -fno-omit-frame-pointer -fcf-protection=none -fno-finite-math-only -fPIC libggml-cpu.so: GNU C11 14.2.0 -mcpu=neoverse-v2+nosve+nosve2 -mlittle-endian -mabi=lp64 -g -O3 -O3 -O3 -std=gnu11 -funroll-loops -ffast-math -fno-omit-frame-pointer -fcf-protection=none -fno-finite-math-only -fPIC -fopenmp libllama.so: GNU C++17 14.2.0 -mcpu=neoverse-v2+nosve+nosve2 -mlittle-endian -mabi=lp64 -g -O3 -O3 -O3 -funroll-loops -ffast-math -fno-omit-frame-pointer -fcf-protection=none -fno-finite-math-only -fPIC |
| Number of processes observed | 1 | same as r0 | same as r0 | same as r0 |
| Number of threads observed | 96 | same as r0 | same as r0 | same as r0 |
| Frequency Driver | NA | same as r0 | same as r0 | same as r0 |
| Frequency Governor | NA | same as r0 | same as r0 | same as r0 |
| Huge Pages | madvise | same as r0 | same as r0 | same as r0 |
| Hyperthreading | off | same as r0 | same as r0 | same as r0 |
| Number of sockets | 1 | same as r0 | same as r0 | same as r0 |
| Number of cores per socket | 96 | same as r0 | same as r0 | same as r0 |
| MAQAO version | 2025.1.2 | same as r0 | same as r0 | same as r0 |
| MAQAO build | Build information not available | same as r0 | same as r0 | same as r0 |
| Comments | same as r0 | same as r0 | same as r0 |