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| Total Time (s) | 6.88 | ||
| Max (Thread Active Time) (s) | 4.49 | ||
| Average Active Time (s) | 3.22 | ||
| Activity Ratio (%) | 80.4 | ||
| Average number of active threads | 29.996 | ||
| Affinity Stability (%) | 83.1 | ||
| Time in analyzed loops (%) | 95.5 | ||
| Time in analyzed innermost loops (%) | 93.2 | ||
| Time in user code (%) | 95.9 | ||
| Compilation Options Score (%) | 100.0 | ||
| Array Access Efficiency (%) | 75.0 | ||
| Potential Speedups | | ||
| Perfect Flow Complexity | 1.01 | ||
| Perfect OpenMP/MPI/Pthread/TBB | 1.02 | ||
| Perfect OpenMP/MPI/Pthread/TBB + Perfect Load Distribution | 1.44 | ||
| No Scalar Integer | Potential Speedup | 1.01 | |
| Nb Loops to get 80% | 2 | ||
| FP Vectorised | Potential Speedup | 1.17 | |
| Nb Loops to get 80% | 1 | ||
| Fully Vectorised | Potential Speedup | 3.61 | |
| Nb Loops to get 80% | 1 | ||
| FP Arithmetic Only | Potential Speedup | 3.99 | |
| Nb Loops to get 80% | 1 | ||
| Source Object | Issue |
|---|---|
| ▼libllama.so | |
| ○hashtable.h | |
| ▼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 | |
| ○vec.cpp | |
| ○kai_lhs_quant_pack_qsi8d32p4x8sb_f32_neon.c | |
| ○ops.cpp | |
| ○ggml-cpu.c | |
| ○quants.c | |
| ▼libggml-base.so | |
| ▼ | |
| ○ | -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 | |
| ▼ | |
| ○ | -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. |
| Application | /home/eoseret/Tools/QaaS/qaas_runs/ip-172-31-18-66/176-131-5415/llama.cpp/run/binaries/gcc_2/exec | ||||
| Timestamp | 2025-10-24 14:34:00 | Universal Timestamp | 1761316440 | ||
| Number of processes observed | 1 | Number of threads observed | 64 | ||
| Experiment Type | MPI; OpenMP; | ||||
| Machine | ip-172-31-18-66 | ||||
| Architecture | aarch64 | Micro Architecture | ARM_NEOVERSE_V1 | ||
| OS Version | Linux 6.14.0-1012-aws #12~24.04.1-Ubuntu SMP Fri Aug 15 00:07:14 UTC 2025 | ||||
| Architecture used during static analysis | aarch64 | Micro Architecture used during static analysis | ARM_NEOVERSE_V1 | ||
| Frequency Driver | NA | Frequency Governor | NA | ||
| Huge Pages | madvise | Hyperthreading | off | ||
| Number of sockets | 1 | Number of cores per socket | 64 | ||
| Compilation Options | exec: N/A libggml-base.so: N/A libggml-cpu.so: GNU C11 14.2.0 -mcpu=neoverse-v1 -msve-vector-bits=256 -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-v1 -msve-vector-bits=256 -mlittle-endian -mabi=lp64 -g -O3 -O3 -O3 -funroll-loops -ffast-math -fno-omit-frame-pointer -fcf-protection=none -fno-finite-math-only -fPIC | ||||
| Dataset | |
| Run Command | <executable> -m meta-llama-3.1-8b-instruct-Q4_0.gguf -t 64 -b 2048 -ub 512 -npp 128 -ntg 0 -npl 16 -c 16384 --seed 0 --output-format jsonl |
| MPI Command | mpirun -n <number_processes> --bind-to none --report-bindings |
| Number Processes | 1 |
| Number Nodes | 1 |
| Filter | Not Used |
| Profile Start | Not Used |
| Profile Stop | Not Used |