Loops
quants.c: 979 - 102.33 %
| 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 | 1.90 | 1.73 | 34.27 | 56.25 | 68.36 | 1940 | 1.79 | 1.66 | 34.65 | 58.06 | 69.56 | 1942 | 1.65 | 1.62 | 33.41 | 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 | ||||||||||||
quants.c: 910 - 97.72 %
| 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 | 1.72 | 1.60 | 31.70 | 10.53 | 49.34 | 1938 | 1.70 | 1.57 | 32.62 | 16.22 | 51.35 | 1940 | 1.66 | 1.62 | 33.39 | 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 | ||||||||||||
ggml-cpu.c: 1125 - 0.73 %
| 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 (%) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 77 | 0.04 | 0.01 | 0.26 | 0 | 46.79 | 51 | 0.03 | 0.01 | 0.22 | 0 | 48.72 | 55 | 0.03 | 0.01 | 0.26 | 0 | 47.98 |
| Sum on 1 analyzed binary loop (libggml-cpu.so - 77) | Sum on 1 analyzed binary loop (libggml-cpu.so - 51) | Sum on 1 analyzed binary loop (libggml-cpu.so - 55) | |||||||||||||||
| Analysis | Count | Analysis | Count | Analysis | Count | ||||||||||||
| Control Flow Issues | Control Flow Issues | Control Flow Issues | |||||||||||||||
| Presence of calls | 1 | Presence of calls | 1 | Presence of calls | 1 | ||||||||||||
| Vectorization Roadblocks | Vectorization Roadblocks | Vectorization Roadblocks | |||||||||||||||
| Presence of calls | 1 | Presence of calls | 1 | Presence of calls | 1 | ||||||||||||
| Presence of more than 4 paths | 1 | Presence of more than 4 paths | 1 | Presence of more than 4 paths | 1 | ||||||||||||
vec.cpp: 231 - 0.39 %
| 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 (%) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1007 | 0.03 | 0.01 | 0.13 | 100 | 100 | 764 | 0.03 | 0.01 | 0.14 | 100 | 100 | 788 | 0.02 | 0.01 | 0.12 | 100 | 100 |
| Sum on 1 analyzed binary loop (libggml-cpu.so - 1007) | Sum on 1 analyzed binary loop (libggml-cpu.so - 764) | Sum on 1 analyzed binary loop (libggml-cpu.so - 788) | |||||||||||||||
| Analysis | Count | Analysis | Count | Analysis | Count | ||||||||||||
| 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 - 0.36 %
| 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 | 0.31 | 0.01 | 0.20 | 68.18 | 82.24 | 767 | 0.13 | 0.00 | 0.09 | 80 | 97.68 | 790 | 0.08 | 0.00 | 0.07 | 90 | 98.67 |
| Sum on 1 analyzed binary loop (libggml-cpu.so - 1015) | 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 | ||||||||||||
| Loop Computation Issues | |||||||||||||||||
| Presence of expensive FP instructions | 1 | ||||||||||||||||
vec.h: 411 - 0.31 %
| 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 (%) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1900 | 0.02 | 0.00 | 0.10 | 100 | 100 | 1454 | 0.03 | 0.01 | 0.12 | 100 | 100 | 1501 | 0.02 | 0.00 | 0.10 | 100 | 100 |
| No Optimizer analysis found for any assembly loop. More loops can be analyzed using option --optimizer-loop-count. | Sum on 1 analyzed binary loop (libggml-cpu.so - 1454) | Sum on 1 analyzed binary loop (libggml-cpu.so - 1501) | |||||||||||||||
| Analysis | Count | Analysis | Count | Analysis | Count | ||||||||||||
| 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 | ||||||||||||||
ggml-cpu.c: 3228 - 0.12 %
| 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 | 0.02 | 0.00 | 0.02 | 92.5 | 98.75 | 6 | 0.04 | 0.00 | 0.07 | 0 | 18.47 | 1 | 0.01 | 0.00 | 0.03 | 72.6 | 83.56 |
| 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. | No Optimizer analysis found for any assembly loop. More loops can be analyzed using option --optimizer-loop-count. | |||||||||||||||
| Analysis | Count | Analysis | Count | Analysis | Count | ||||||||||||