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| Metric | r0 | r1 | r2 | r3 | |
|---|---|---|---|---|---|
| Total Time (s) | 19.16 | 18.83 | 17.09 | 18.78 | |
| Max (Thread Active Time) (s) | 18.16 | 17.88 | 16.18 | 17.76 | |
| Average Active Time (s) | 17.72 | 17.49 | 15.64 | 17.38 | |
| Activity Ratio (%) | 96.3 | 97.1 | 96.0 | 96.8 | |
| Average number of active threads | 59.185 | 59.456 | 58.552 | 59.224 | |
| Affinity Stability (%) | 99.4 | 98.4 | 99.3 | 98.4 | |
| Time in analyzed loops (%) | 82.3 | 83.0 | 81.3 | 80.6 | |
| Time in analyzed innermost loops (%) | 81.4 | 82.3 | 80.6 | 79.9 | |
| Time in user code (%) | 82.9 | 83.6 | 81.8 | 84.6 | |
| Compilation Options Score (%) | 99.5 | 75.0 | 99.6 | 100 | |
| Array Access Efficiency (%) | 50.1 | 74.9 | 84.3 | 66.7 | |
| Potential Speedups | | ||||
| Perfect Flow Complexity | 1.00 | 1.00 | 1.00 | 1.00 | |
| Perfect OpenMP/MPI/Pthread/TBB | 1.13 | 1.15 | 1.13 | 1.11 | |
| Perfect OpenMP/MPI/Pthread/TBB + Perfect Load Distribution | 1.23 | 1.22 | 1.26 | 1.21 | |
| No Scalar Integer | Potential Speedup | 1.00 | 1.08 | 1.15 | 1.10 |
| Nb Loops to get 80% | 1 | 1 | 1 | 1 | |
| FP Vectorised | Potential Speedup | 1.00 | 1.00 | 1.16 | 1.10 |
| Nb Loops to get 80% | 3 | 3 | 1 | 1 | |
| Fully Vectorised | Potential Speedup | 1.01 | 1.09 | 2.38 | 2.08 |
| Nb Loops to get 80% | 6 | 1 | 1 | 1 | |
| Only FP Arithmetic | Potential Speedup | 2.10 | 2.12 | 1.69 | 1.82 |
| Nb Loops to get 80% | 1 | 1 | 1 | 1 | |
| OpenMP perfectly balanced | Potential Speedup | 1.19 | Not Available | 1.16 | Not Available |
| Nb Loops to get 80% | 1 | Not Available | 1 | Not Available | |
| Source Object | Issue |
|---|---|
| ▼libllama.so | |
| ▼llama-vocab.cpp | |
| ○ | -mcpu=native is missing. |
| ▼llama-sampling.cpp | |
| ○ | -mcpu=native is missing. |
| ▼hashtable_policy.h | |
| ○ | -mcpu=native is missing. |
| ▼hashtable.h | |
| ○ | -mcpu=native is missing. |
| ▼unicode.cpp | |
| ○ | -mcpu=native is missing. |
| ▼llama-impl.cpp | |
| ○ | -mcpu=native is missing. |
| ▼llama-kv-cache.cpp | |
| ○ | -mcpu=native is missing. |
| ▼libggml-cpu.so | |
| ▼binary-ops.cpp | |
| ○ | |
| ▼traits.cpp | |
| ○ | |
| ▼repack.cpp | |
| ○ | |
| ▼ggml-cpu.cpp | |
| ○ | |
| ▼ops.cpp | |
| ○ | |
| ▼vec.cpp | |
| ○ | |
| ▼ggml-cpu.c | |
| ○ | |
| ▼quants.c | |
| ○ | |
| ▼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. |
| ▼gguf.cpp | |
| ○ | -mcpu=native is missing. |
| r0 | r1 | r2 | r3 | |
|---|---|---|---|---|
| Experiment Name | ||||
| Application | /home/eoseret/Tools/QaaS/qaas_runs/ip-172-31-18-66/175-768-6804/llama.cpp/run/oneview_runs/defaults/orig/exec | /home/eoseret/Tools/QaaS/qaas_runs/ip-172-31-18-66/175-768-6804/llama.cpp/run/base_runs/defaults/gcc/exec | /home/eoseret/Tools/QaaS/qaas_runs/ip-172-31-18-66/175-768-6804/llama.cpp/run/binaries/armclang_4/exec | /home/eoseret/Tools/QaaS/qaas_runs/ip-172-31-18-66/175-768-6804/llama.cpp/run/binaries/gcc_4/exec |
| Timestamp | 2025-09-12 14:22:33 | 2025-09-12 14:25:14 | 2025-09-12 14:44:42 | 2025-09-12 14:45:35 |
| Experiment Type | MPI; OpenMP; | same as r0 | same as r0 | same as r0 |
| Machine | ip-172-31-18-66 | same as r0 | same as r0 | same as r0 |
| Architecture | aarch64 | same as r0 | same as r0 | same as r0 |
| Micro Architecture | ARM_NEOVERSE_V1 | 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 6.14.0-1012-aws #12~24.04.1-Ubuntu SMP Fri Aug 15 00:07:14 UTC 2025 | 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_V1 | 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_Ubuntu-20.04/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-172-31-18-66/175-768-6804/llama.cpp/build/llama.cpp/common/. -I /home/eoseret/Tools/QaaS/qaas_runs/ip-172-31-18-66/175-768-6804/llama.cpp/build/llama.cpp/common/../vendor -I /home/eoseret/Tools/QaaS/qaas_runs/ip-172-31-18-66/175-768-6804/llama.cpp/build/llama.cpp/src/../include -I /home/eoseret/Tools/QaaS/qaas_runs/ip-172-31-18-66/175-768-6804/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 -Wno-unused-function -Wunreachable-code-break 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| Number of processes observed | 1 | same as r0 | same as r0 | same as r0 |
| Number of threads observed | 64 | 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 | 64 | 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 |