Loops
quants.c: 910 - 7.15 %
| Run orig_default | Run gcc_default | Run gcc_2 | |||||||||||||||
| Loop Source Regions |
| Loop Source Regions |
| Loop Source Regions |
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| ASM Loop ID | Max Time Over Threads (s) | Time w.r.t. Wall Time (s) | Cov (%) | Vect. Ratio (%) | Vector Length Use (%) | ASM Loop ID | Max Time Over Threads (s) | Time w.r.t. Wall Time (s) | Cov (%) | Vect. Ratio (%) | Vector Length Use (%) | ASM Loop ID | Max Time Over Threads (s) | Time w.r.t. Wall Time (s) | Cov (%) | Vect. Ratio (%) | Vector Length Use (%) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2450 | 0.05 | 0.03 | 0.21 | 10.53 | 49.34 | 1938 | 0.08 | 0.02 | 0.83 | 16.22 | 51.35 | 1940 | 0.09 | 5.07 | 6.11 | 16.22 | 51.35 |
| Sum on 1 analyzed binary loop (libggml-cpu.so - 2450) | Sum on 1 analyzed binary loop (libggml-cpu.so - 1938) | Sum on 1 analyzed binary loop (libggml-cpu.so - 1940) | |||||||||||||||
| Analysis | Count | Analysis | Count | Analysis | Count | ||||||||||||
| Loop Computation Issues | Loop Computation Issues | Loop Computation Issues | |||||||||||||||
| Presence of a large number of scalar integer instructions | Presence of a large number of scalar integer instructions | 1 | Presence of a large number of scalar integer instructions | 1 | |||||||||||||
| Data Access Issues | Data Access Issues | Data Access Issues | |||||||||||||||
| Presence of constant non-unit stride data access | 1 | Presence of constant non-unit stride data access | 1 | Presence of constant non-unit stride data access | 1 | ||||||||||||
| Vectorization Roadblocks | Vectorization Roadblocks | Vectorization Roadblocks | |||||||||||||||
| Presence of constant non-unit stride data access | 1 | Presence of constant non-unit stride data access | 1 | Presence of constant non-unit stride data access | 1 | ||||||||||||
quants.c: 979 - 2.95 %
| Run orig_default | Run gcc_default | Run gcc_2 | |||||||||||||||
| Loop Source Regions |
| Loop Source Regions |
| Loop Source Regions |
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| ASM Loop ID | Max Time Over Threads (s) | Time w.r.t. Wall Time (s) | Cov (%) | Vect. Ratio (%) | Vector Length Use (%) | ASM Loop ID | Max Time Over Threads (s) | Time w.r.t. Wall Time (s) | Cov (%) | Vect. Ratio (%) | Vector Length Use (%) | ASM Loop ID | Max Time Over Threads (s) | Time w.r.t. Wall Time (s) | Cov (%) | Vect. Ratio (%) | Vector Length Use (%) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2447 | 0.05 | 0.03 | 0.25 | 56.25 | 68.36 | 1940 | 0.08 | 0.05 | 2.56 | 58.06 | 69.56 | 1942 | 0.03 | 0.12 | 0.14 | 55.38 | 70.96 |
| Sum on 1 analyzed binary loop (libggml-cpu.so - 2447) | Sum on 1 analyzed binary loop (libggml-cpu.so - 1940) | Sum on 1 analyzed binary loop (libggml-cpu.so - 1942) | |||||||||||||||
| Analysis | Count | Analysis | Count | Analysis | Count | ||||||||||||
| Loop Computation Issues | Loop Computation Issues | Loop Computation Issues | |||||||||||||||
| Presence of a large number of scalar integer instructions | 1 | Presence of a large number of scalar integer instructions | 1 | Presence of a large number of scalar integer instructions | 1 | ||||||||||||
| Data Access Issues | Data Access Issues | Data Access Issues | |||||||||||||||
| Presence of constant non-unit stride data access | 1 | Presence of constant non-unit stride data access | 1 | Presence of constant non-unit stride data access | 1 | ||||||||||||
| Vectorization Roadblocks | Vectorization Roadblocks | Vectorization Roadblocks | |||||||||||||||
| Presence of constant non-unit stride data access | 1 | Presence of constant non-unit stride data access | 1 | Presence of constant non-unit stride data access | 1 | ||||||||||||
vec.cpp: 385 - 0.59 %
| Run orig_default | Run gcc_default | Run gcc_2 | |||||||||||||||
| Loop Source Regions |
| Loop Source Regions |
| Loop Source Regions |
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| ASM Loop ID | Max Time Over Threads (s) | Time w.r.t. Wall Time (s) | Cov (%) | Vect. Ratio (%) | Vector Length Use (%) | ASM Loop ID | Max Time Over Threads (s) | Time w.r.t. Wall Time (s) | Cov (%) | Vect. Ratio (%) | Vector Length Use (%) | ASM Loop ID | Max Time Over Threads (s) | Time w.r.t. Wall Time (s) | Cov (%) | Vect. Ratio (%) | Vector Length Use (%) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1015 | 0.03 | 0.01 | 0.07 | 68.18 | 82.24 | 767 | 0.03 | 0.01 | 0.30 | 80 | 97.68 | 790 | 0.01 | 0.19 | 0.22 | 90 | 98.67 |
| Sum on 1 analyzed binary loop (libggml-cpu.so - 1015) | Sum on 1 analyzed binary loop (libggml-cpu.so - 767) | Sum on 1 analyzed binary loop (libggml-cpu.so - 790) | |||||||||||||||
| Analysis | Count | Analysis | Count | Analysis | Count | ||||||||||||
| Loop Computation Issues | Loop Computation Issues | Loop Computation Issues | |||||||||||||||
| Presence of expensive FP instructions | 1 | Presence of expensive FP instructions | 1 | Presence of expensive FP instructions | 1 | ||||||||||||
| Data Access Issues | Data Access Issues | Data Access Issues | |||||||||||||||
| Presence of constant non-unit stride data access | Presence of constant non-unit stride data access | 1 | Presence of constant non-unit stride data access | ||||||||||||||
| Vectorization Roadblocks | Vectorization Roadblocks | Vectorization Roadblocks | |||||||||||||||
| Presence of constant non-unit stride data access | Presence of constant non-unit stride data access | 1 | Presence of constant non-unit stride data access | ||||||||||||||
ops.cpp: 4325 - 0.34 %
| Run orig_default | Run gcc_default | Run gcc_2 | |||||||||||||||
| Loop Source Regions |
| Loop Source Regions |
| Loop Source Regions |
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| ASM Loop ID | Max Time Over Threads (s) | Time w.r.t. Wall Time (s) | Cov (%) | Vect. Ratio (%) | Vector Length Use (%) | ASM Loop ID | Max Time Over Threads (s) | Time w.r.t. Wall Time (s) | Cov (%) | Vect. Ratio (%) | Vector Length Use (%) | ASM Loop ID | Max Time Over Threads (s) | Time w.r.t. Wall Time (s) | Cov (%) | Vect. Ratio (%) | Vector Length Use (%) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1398 | 0.01 | 0.00 | 0.02 | 96.97 | 98.48 | 1127 | 0.01 | 0.00 | 0.13 | 0 | 26.56 | 1159 | 0.01 | 0.16 | 0.20 | 17.39 | 56.52 |
| Sum on 1 analyzed binary loop (libggml-cpu.so - 1398) | Sum on 1 analyzed binary loop (libggml-cpu.so - 1127) | Sum on 1 analyzed binary loop (libggml-cpu.so - 1159) | |||||||||||||||
| Analysis | Count | Analysis | Count | Analysis | Count | ||||||||||||
| Loop Computation Issues | Loop Computation Issues | Loop Computation Issues | |||||||||||||||
| Less than 10% of the FP ADD/SUB/MUL arithmetic operations are performed using FMA | 1 | Less than 10% of the FP ADD/SUB/MUL arithmetic operations are performed using FMA | 1 | Less than 10% of the FP ADD/SUB/MUL arithmetic operations are performed using FMA | 1 | ||||||||||||
| Data Access Issues | Data Access Issues | Data Access Issues | |||||||||||||||
| Presence of constant non-unit stride data access | Presence of constant non-unit stride data access | Presence of constant non-unit stride data access | 1 | ||||||||||||||
| Vectorization Roadblocks | Vectorization Roadblocks | Vectorization Roadblocks | |||||||||||||||
| Presence of constant non-unit stride data access | Presence of constant non-unit stride data access | Presence of constant non-unit stride data access | 1 | ||||||||||||||
ggml-cpu.c: 3228 - 0.25 %
| Run orig_default | Run gcc_default | Run gcc_2 | |||||||||||||||
| Loop Source Regions |
| Loop Source Regions |
| Loop Source Regions |
| ||||||||||||
| ASM Loop ID | Max Time Over Threads (s) | Time w.r.t. Wall Time (s) | Cov (%) | Vect. Ratio (%) | Vector Length Use (%) | ASM Loop ID | Max Time Over Threads (s) | Time w.r.t. Wall Time (s) | Cov (%) | Vect. Ratio (%) | Vector Length Use (%) | ASM Loop ID | Max Time Over Threads (s) | Time w.r.t. Wall Time (s) | Cov (%) | Vect. Ratio (%) | Vector Length Use (%) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0.01 | 0.00 | 0.01 | 92.5 | 98.75 | 6 | 0.01 | 0.00 | 0.10 | 0 | 18.47 | 1 | 0.01 | 0.11 | 0.14 | 72.6 | 83.56 |
| Sum on 1 analyzed binary loop (libggml-cpu.so - 0) | Sum on 1 analyzed binary loop (libggml-cpu.so - 6) | Sum on 1 analyzed binary loop (libggml-cpu.so - 1) | |||||||||||||||
| Analysis | Count | Analysis | Count | Analysis | Count | ||||||||||||
| Loop Computation Issues | Loop Computation Issues | Loop Computation Issues | |||||||||||||||
| Less than 10% of the FP ADD/SUB/MUL arithmetic operations are performed using FMA | 1 | Less than 10% of the FP ADD/SUB/MUL arithmetic operations are performed using FMA | 0 | Less than 10% of the FP ADD/SUB/MUL arithmetic operations are performed using FMA | |||||||||||||
| Presence of a large number of scalar integer instructions | 0 | Presence of a large number of scalar integer instructions | 1 | Presence of a large number of scalar integer instructions | |||||||||||||
| Data Access Issues | Data Access Issues | Data Access Issues | |||||||||||||||
| Presence of constant non-unit stride data access | Presence of constant non-unit stride data access | Presence of constant non-unit stride data access | 1 | ||||||||||||||
| Vectorization Roadblocks | Vectorization Roadblocks | Vectorization Roadblocks | |||||||||||||||
| Presence of constant non-unit stride data access | Presence of constant non-unit stride data access | Presence of constant non-unit stride data access | 1 | ||||||||||||||
binary-ops.cpp: 10 - 0.15 %
| Run orig_default | Run gcc_default | Run gcc_2 | |||||||||||||||
| Loop Source Regions |
| Loop Source Regions |
| Loop Source Regions |
| ||||||||||||
| ASM Loop ID | Max Time Over Threads (s) | Time w.r.t. Wall Time (s) | Cov (%) | Vect. Ratio (%) | Vector Length Use (%) | ASM Loop ID | Max Time Over Threads (s) | Time w.r.t. Wall Time (s) | Cov (%) | Vect. Ratio (%) | Vector Length Use (%) | ASM Loop ID | Max Time Over Threads (s) | Time w.r.t. Wall Time (s) | Cov (%) | Vect. Ratio (%) | Vector Length Use (%) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 434 | 0.01 | 0.00 | 0.01 | 0 | 25 | 411 | 0.02 | 0.00 | 0.09 | 25 | 100 | 413 | 0.01 | 0.04 | 0.05 | 25 | 100 |
| Sum on 1 analyzed binary loop (libggml-cpu.so - 434) | Sum on 1 analyzed binary loop (libggml-cpu.so - 411) | No Optimizer analysis found for any assembly loop. More loops can be analyzed using option --optimizer-loop-count. | |||||||||||||||
| Analysis | Count | Analysis | Count | Analysis | Count | ||||||||||||
| Loop Computation Issues | Loop Computation Issues | ||||||||||||||||
| Less than 10% of the FP ADD/SUB/MUL arithmetic operations are performed using FMA | 1 | Less than 10% of the FP ADD/SUB/MUL arithmetic operations are performed using FMA | 1 | ||||||||||||||
| Data Access Issues | Data Access Issues | ||||||||||||||||
| Presence of constant non-unit stride data access | 1 | Presence of constant non-unit stride data access | 1 | ||||||||||||||
| Vectorization Roadblocks | Vectorization Roadblocks | ||||||||||||||||
| Presence of constant non-unit stride data access | 1 | Presence of constant non-unit stride data access | 1 | ||||||||||||||
vec.cpp: 231 - 0.11 %
| Run orig_default | Run gcc_default | Run gcc_2 | |||||||||||||||
| Loop Source Regions |
| Loop Source Regions |
| Loop Source Regions |
| ||||||||||||
| ASM Loop ID | Max Time Over Threads (s) | Time w.r.t. Wall Time (s) | Cov (%) | Vect. Ratio (%) | Vector Length Use (%) | ASM Loop ID | Max Time Over Threads (s) | Time w.r.t. Wall Time (s) | Cov (%) | Vect. Ratio (%) | Vector Length Use (%) | ASM Loop ID | Max Time Over Threads (s) | Time w.r.t. Wall Time (s) | Cov (%) | Vect. Ratio (%) | Vector Length Use (%) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1007 | 0.01 | 0.00 | 0.01 | 100 | 100 | 764 | 0.01 | 0.00 | 0.03 | 100 | 100 | 788 | 0.01 | 0.05 | 0.06 | 100 | 100 |
| Sum on 1 analyzed binary loop (libggml-cpu.so - 1007) | No Optimizer analysis found for any assembly loop. More loops can be analyzed using option --optimizer-loop-count. | No Optimizer analysis found for any assembly loop. More loops can be analyzed using option --optimizer-loop-count. | |||||||||||||||
| Analysis | Count | Analysis | Count | Analysis | Count | ||||||||||||
| Data Access Issues | |||||||||||||||||
| Presence of constant non-unit stride data access | 1 | ||||||||||||||||
| Vectorization Roadblocks | |||||||||||||||||
| Presence of constant non-unit stride data access | 1 | ||||||||||||||||