OV - Compare Loops

Loops

▶mmq.cpp: 520 - 31.53 %

ASM Loop ID	GFLOP/s	ASM Loop ID	GFLOP/s	ASM Loop ID	GFLOP/s	ASM Loop ID	GFLOP/s	ASM Loop ID	Max Time Over Threads (s)	Time w.r.t. Wall Time (s)	Cov (%)	Vect. Ratio (%)	Vector Length Use (%)	GFLOP/s	ASM Loop ID	GFLOP/s
Run orig_default		Run gcc_default		Run aocc_default		Run icx_1		Run gcc_2							Run aocc_3
Loop Source Regions		Loop Source Regions		Loop Source Regions		Loop Source Regions		Loop Source Regions	/beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/simd-mappings.h: 130-130 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avx512bwintrin.h: 1050-1050 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avx512bwintrin.h: 2932-2932 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/amx/mmq.cpp: 520-521 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/amx/mmq.cpp: 1093-1104 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/amx/mmq.cpp: 2057-2057 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/amx/mmq.cpp: 2152-2154 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/amx/mmq.cpp: 2160-2164 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/amx/mmq.cpp: 2171-2194 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avxintrin.h: 929-929 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avxintrin.h: 935-935 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avx512fintrin.h: 9402-9402 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avx512fintrin.h: 9458-9458 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avx512fintrin.h: 9491-9491 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avx512fintrin.h: 10653-10653 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avx512fintrin.h: 13848-13848 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avx512fintrin.h: 14192-14192 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avx512fintrin.h: 14946-14946 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avx512fintrin.h: 15160-15160						Loop Source Regions
								532	2.54	2.21	31.53	0	0	582.12

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.		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 - 532)							No Optimizer analysis found for any assembly loop. More loops can be analyzed using option --optimizer-loop-count.
Analysis	Count	Analysis	Count	Analysis	Count	Analysis	Count	Analysis						Count	Analysis	Count
								Control Flow Issues
								Presence of more than 4 paths						1
								Vectorization Roadblocks
								Presence of more than 4 paths						1

▶mmq.cpp: 1093 - 28.31 %

ASM Loop ID	Max Time Over Threads (s)	Time w.r.t. Wall Time (s)	Cov (%)	Vect. Ratio (%)	Vector Length Use (%)	GFLOP/s	ASM Loop ID	GFLOP/s	ASM Loop ID	Max Time Over Threads (s)	Time w.r.t. Wall Time (s)	Cov (%)	Vect. Ratio (%)	Vector Length Use (%)	GFLOP/s	ASM Loop ID	Max Time Over Threads (s)	Time w.r.t. Wall Time (s)	Cov (%)	Vect. Ratio (%)	Vector Length Use (%)	GFLOP/s	ASM Loop ID	GFLOP/s	ASM Loop ID	Max Time Over Threads (s)	Time w.r.t. Wall Time (s)	Cov (%)	Vect. Ratio (%)	Vector Length Use (%)	GFLOP/s
Run orig_default							Run gcc_default		Run aocc_default							Run icx_1							Run gcc_2		Run aocc_3
Loop Source Regions	/beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/amx/mmq.cpp: 1093-1095 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/amx/mmq.cpp: 1103-1104						Loop Source Regions		Loop Source Regions	/beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/amx/mmq.cpp: 1093-1095 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/amx/mmq.cpp: 1103-1104						Loop Source Regions	/beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/amx/mmq.cpp: 1093-1095 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/amx/mmq.cpp: 1103-1104						Loop Source Regions		Loop Source Regions	/beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/amx/mmq.cpp: 1093-1095 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/amx/mmq.cpp: 1103-1104
656	1.12	0.33	3.84	100	100	2029.71			764	0.28	0.16	2.23	100	100	160.64	660	0.73	0.30	3.42	100	100	2318.19			766	0.70	0.17	2.42	100	100	3931.51
655	0.79	0.50	5.90	100	100	190.43			765	0.38	0.18	2.52	100	100	3611.19	659	0.78	0.49	5.64	100	100	176.17			765	0.27	0.16	2.33	100	100	127.66

Sum on 2 analyzed binary loops (libggml-cpu.so - 656, libggml-cpu.so - 655)							No Optimizer analysis found for any assembly loop. More loops can be analyzed using option --optimizer-loop-count.		Sum on 2 analyzed binary loops (libggml-cpu.so - 764, libggml-cpu.so - 765)							Sum on 2 analyzed binary loops (libggml-cpu.so - 660, libggml-cpu.so - 659)							No Optimizer analysis found for any assembly loop. More loops can be analyzed using option --optimizer-loop-count.		Sum on 2 analyzed binary loops (libggml-cpu.so - 766, libggml-cpu.so - 765)
Analysis						Count	Analysis	Count	Analysis						Count	Analysis						Count	Analysis	Count	Analysis						Count
Loop Computation Issues									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							Presence of a large number of scalar integer instructions						1			Presence of a large number of scalar integer instructions
Low iteration count						0			Low iteration count							Low iteration count						1			Low iteration count
Control Flow Issues									Control Flow Issues							Control Flow Issues									Control Flow Issues
Low iteration count									Low iteration count							Low iteration count						1			Low iteration count
Data Access Issues									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			Presence of constant non-unit stride data access						1
Presence of indirect access						1			Presence of indirect access						1	Presence of indirect access						1			Presence of indirect access						1
Vectorization Roadblocks									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			Presence of constant non-unit stride data access						1
Presence of indirect access						1			Presence of indirect access						1	Presence of indirect access						1			Presence of indirect access						1

▶simd-mappings.h: 130 - 9.50 %

ASM Loop ID	GFLOP/s	ASM Loop ID	Max Time Over Threads (s)	Time w.r.t. Wall Time (s)	Cov (%)	Vect. Ratio (%)	Vector Length Use (%)	GFLOP/s	ASM Loop ID	GFLOP/s	ASM Loop ID	GFLOP/s	ASM Loop ID	GFLOP/s	ASM Loop ID	GFLOP/s
Run orig_default		Run gcc_default							Run aocc_default		Run icx_1		Run gcc_2		Run aocc_3
Loop Source Regions		Loop Source Regions	/beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/simd-mappings.h: 130-130 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/amx/mmq.cpp: 1093-1093 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avx512fintrin.h: 9402-9402 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avx512fintrin.h: 13848-13848 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avx512fintrin.h: 14192-14192 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avx512fintrin.h: 14946-14946						Loop Source Regions		Loop Source Regions		Loop Source Regions		Loop Source Regions
		576	0.56	0.33	3.72	100	100	2235.67
		575	0.74	0.51	5.78	100	100	168.39

No Optimizer analysis found for any assembly loop. More loops can be analyzed using option --optimizer-loop-count.		Sum on 2 analyzed binary loops (libggml-cpu.so - 576, libggml-cpu.so - 575)							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.		No Optimizer analysis found for any assembly loop. More loops can be analyzed using option --optimizer-loop-count.
Analysis	Count	Analysis						Count	Analysis	Count	Analysis	Count	Analysis	Count	Analysis	Count
		Loop Computation Issues
		Presence of a large number of scalar integer instructions						1
		Data Access Issues
		Presence of constant non-unit stride data access						1
		Presence of indirect access						1
		Vectorization Roadblocks
		Presence of constant non-unit stride data access						1
		Presence of indirect access						1

▶vec.h: 491 - 7.67 %

ASM Loop ID	Max Time Over Threads (s)	Time w.r.t. Wall Time (s)	Cov (%)	Vect. Ratio (%)	Vector Length Use (%)	GFLOP/s	ASM Loop ID	Max Time Over Threads (s)	Time w.r.t. Wall Time (s)	Cov (%)	Vect. Ratio (%)	Vector Length Use (%)	GFLOP/s	ASM Loop ID	Max Time Over Threads (s)	Time w.r.t. Wall Time (s)	Cov (%)	Vect. Ratio (%)	Vector Length Use (%)	GFLOP/s	ASM Loop ID	Max Time Over Threads (s)	Time w.r.t. Wall Time (s)	Cov (%)	Vect. Ratio (%)	Vector Length Use (%)	GFLOP/s	ASM Loop ID	Max Time Over Threads (s)	Time w.r.t. Wall Time (s)	Cov (%)	Vect. Ratio (%)	Vector Length Use (%)	GFLOP/s	ASM Loop ID	Max Time Over Threads (s)	Time w.r.t. Wall Time (s)	Cov (%)	Vect. Ratio (%)	Vector Length Use (%)	GFLOP/s
Run orig_default							Run gcc_default							Run aocc_default							Run icx_1							Run gcc_2							Run aocc_3
Loop Source Regions	/beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/vec.h: 491-497						Loop Source Regions	/beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/vec.h: 491-491 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avxintrin.h: 935-935 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avx512fintrin.h: 11216-11216 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avx512fintrin.h: 14192-14192 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avx512fintrin.h: 15160-15160						Loop Source Regions	/beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/vec.h: 491-497						Loop Source Regions	/beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/vec.h: 491-497						Loop Source Regions	/beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/vec.h: 491-491 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avxintrin.h: 935-935 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avx512fintrin.h: 11216-11216 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avx512fintrin.h: 14192-14192 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avx512fintrin.h: 15160-15160						Loop Source Regions	/beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/vec.h: 491-497
2269	0.19	0.10	1.20	0	0	139.24	1661	0.22	0.10	1.17	100	70	76.24	2437	0.13	0.07	1.03	0	0	152.9	2468	0.17	0.11	1.25	0	0	131.19	1661	0.19	0.13	1.88	100	70	80.06	2445	0.12	0.08	1.13	0	0	161.29

Sum on 1 analyzed binary loop (libggml-cpu.so - 2269)							Sum on 1 analyzed binary loop (libggml-cpu.so - 1661)							Sum on 1 analyzed binary loop (libggml-cpu.so - 2437)							Sum on 1 analyzed binary loop (libggml-cpu.so - 2468)							Sum on 1 analyzed binary loop (libggml-cpu.so - 1661)							Sum on 1 analyzed binary loop (libggml-cpu.so - 2445)
Analysis						Count	Analysis						Count	Analysis						Count	Analysis						Count	Analysis						Count	Analysis						Count
Data Access Issues							Data Access Issues							Data Access Issues							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							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							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							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

▶vec.cpp: 311 - 4.94 %

ASM Loop ID	Max Time Over Threads (s)	Time w.r.t. Wall Time (s)	Cov (%)	Vect. Ratio (%)	Vector Length Use (%)	GFLOP/s	ASM Loop ID	Max Time Over Threads (s)	Time w.r.t. Wall Time (s)	Cov (%)	Vect. Ratio (%)	Vector Length Use (%)	GFLOP/s	ASM Loop ID	Max Time Over Threads (s)	Time w.r.t. Wall Time (s)	Cov (%)	Vect. Ratio (%)	Vector Length Use (%)	GFLOP/s	ASM Loop ID	Max Time Over Threads (s)	Time w.r.t. Wall Time (s)	Cov (%)	Vect. Ratio (%)	Vector Length Use (%)	GFLOP/s	ASM Loop ID	Max Time Over Threads (s)	Time w.r.t. Wall Time (s)	Cov (%)	Vect. Ratio (%)	Vector Length Use (%)	GFLOP/s	ASM Loop ID	Max Time Over Threads (s)	Time w.r.t. Wall Time (s)	Cov (%)	Vect. Ratio (%)	Vector Length Use (%)	GFLOP/s
Run orig_default							Run gcc_default							Run aocc_default							Run icx_1							Run gcc_2							Run aocc_3
Loop Source Regions	/beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/vec.cpp: 311-316						Loop Source Regions	/beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/vec.cpp: 311-311 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avx512fintrin.h: 14192-14192 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avx512fintrin.h: 15160-15160						Loop Source Regions	/beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/vec.cpp: 311-316						Loop Source Regions	/beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/vec.cpp: 311-316						Loop Source Regions	/beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/vec.cpp: 311-311 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avx512fintrin.h: 14192-14192 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avx512fintrin.h: 15160-15160						Loop Source Regions	/beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/vec.cpp: 311-316
1146	0.07	0.03	0.40	0	0	218.09	957	0.16	0.10	1.09	100	66.67	84.83	1233	0.10	0.07	1.05	0	0	146.29	1205	0.07	0.04	0.43	0	0	148.8	948	0.12	0.06	0.91	100	66.67	133.9	1292	0.10	0.07	1.06	0	0	163.53

Sum on 1 analyzed binary loop (libggml-cpu.so - 1146)							Sum on 1 analyzed binary loop (libggml-cpu.so - 957)							Sum on 1 analyzed binary loop (libggml-cpu.so - 1233)							Sum on 1 analyzed binary loop (libggml-cpu.so - 1205)							Sum on 1 analyzed binary loop (libggml-cpu.so - 948)							Sum on 1 analyzed binary loop (libggml-cpu.so - 1292)
Analysis						Count	Analysis						Count	Analysis						Count	Analysis						Count	Analysis						Count	Analysis						Count
Data Access Issues							Data Access Issues							Data Access Issues							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							Presence of constant non-unit stride data access							Presence of constant non-unit stride data access							Presence of constant non-unit stride data access
Vectorization Roadblocks							Vectorization Roadblocks							Vectorization Roadblocks							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							Presence of constant non-unit stride data access							Presence of constant non-unit stride data access							Presence of constant non-unit stride data access

▶mmq.cpp: 548 - 2.39 %

ASM Loop ID	GFLOP/s	ASM Loop ID	GFLOP/s	ASM Loop ID	GFLOP/s	ASM Loop ID	GFLOP/s	ASM Loop ID	Max Time Over Threads (s)	Time w.r.t. Wall Time (s)	Cov (%)	Vect. Ratio (%)	Vector Length Use (%)	GFLOP/s	ASM Loop ID	GFLOP/s
Run orig_default		Run gcc_default		Run aocc_default		Run icx_1		Run gcc_2							Run aocc_3
Loop Source Regions		Loop Source Regions		Loop Source Regions		Loop Source Regions		Loop Source Regions	/cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avx512bwintrin.h: 1050-1050 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avx512bwintrin.h: 2932-2932 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avx512bwintrin.h: 2962-2962 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/amx/mmq.cpp: 548-549 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/amx/mmq.cpp: 1305-1305 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/amx/mmq.cpp: 2245-2246 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/emmintrin.h: 706-706 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avxintrin.h: 777-777 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avxintrin.h: 935-935 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avxintrin.h: 1501-1501 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avx512fintrin.h: 4382-4382 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avx512fintrin.h: 4671-4671 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avx512fintrin.h: 5610-5610 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avx512fintrin.h: 9458-9458 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avx512fintrin.h: 9491-9491 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avx512fintrin.h: 10653-10653						Loop Source Regions
								471	0.18	0.17	2.39	0	0	0

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.		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 - 471)							No Optimizer analysis found for any assembly loop. More loops can be analyzed using option --optimizer-loop-count.
Analysis	Count	Analysis	Count	Analysis	Count	Analysis	Count	Analysis						Count	Analysis	Count
								Control Flow Issues
								Vectorization Roadblocks
								Presence of more than 4 paths						1

▶<unknown>: 0 - 2.15 %

ASM Loop ID	Max Time Over Threads (s)	Time w.r.t. Wall Time (s)	Cov (%)	Vect. Ratio (%)	Vector Length Use (%)	GFLOP/s	ASM Loop ID	Max Time Over Threads (s)	Time w.r.t. Wall Time (s)	Cov (%)	Vect. Ratio (%)	Vector Length Use (%)	GFLOP/s	ASM Loop ID	Max Time Over Threads (s)	Time w.r.t. Wall Time (s)	Cov (%)	Vect. Ratio (%)	Vector Length Use (%)	GFLOP/s	ASM Loop ID	Max Time Over Threads (s)	Time w.r.t. Wall Time (s)	Cov (%)	Vect. Ratio (%)	Vector Length Use (%)	GFLOP/s	ASM Loop ID	Max Time Over Threads (s)	Time w.r.t. Wall Time (s)	Cov (%)	Vect. Ratio (%)	Vector Length Use (%)	GFLOP/s	ASM Loop ID	Max Time Over Threads (s)	Time w.r.t. Wall Time (s)	Cov (%)	Vect. Ratio (%)	Vector Length Use (%)	GFLOP/s
Run orig_default							Run gcc_default							Run aocc_default							Run icx_1							Run gcc_2							Run aocc_3
Loop Source Regions							Loop Source Regions							Loop Source Regions							Loop Source Regions							Loop Source Regions							Loop Source Regions
1189	0.01	0.00	0.00	0	0	0	3041	0.02	0.00	0.00	0	0	0	2638	0.01	0.00	0.00	0	0	0	2516	0.01	0.00	0.00	0	0	0	2906	0.01	0.00	0.00	0	0	0	1208	0.01	0.00	0.00	0	0	0
2289	0.01	0.00	0.00	0	0	0	632	0.05	0.01	0.06	0	0	114.14	2842	0.01	0.00	0.00	0	0	0	2416	0.01	0.00	0.00	0	0	0	2845	0.01	0.00	0.00	0	0	0	2792	0.01	0.00	0.00	0	0	0
2395	0.01	0.00	0.00	0	0	0	1385	0.01	0.00	0.00	0	0	0	1282	0.02	0.00	0.00	0	0	0	2412	0.01	0.00	0.00	0	0	0	3147	0.01	0.00	0.00	0	0	0	2804	0.01	0.00	0.00	0	0	0
2291	0.01	0.00	0.00	0	0	0	330	0.01	0.00	0.00	0	0	0	2640	0.01	0.00	0.00	0	0	0	1249	0.01	0.00	0.00	0	0	0	684	0.04	0.00	0.05	0	0	88.38	3014	0.02	0.00	0.00	0	0	0
2294	0.02	0.00	0.00	0	0	0	71	0.01	0.00	0.01	0	0	5.35	761	0.03	0.00	0.04	0	0	168.1	1968	0.03	0.00	0.02	0	0	0	1309	0.01	0.00	0.01	0	0	607.62	2906	0.01	0.00	0.00	0	0	0
2298	0.02	0.00	0.00	0	0	0	456	0.01	0.00	0.00	0	0	0	1760	0.02	0.00	0.01	0	0	85.58	1770	0.06	0.01	0.08	0	0	163.07	1664	0.03	0.00	0.01	0	0	21.52	1365	0.02	0.00	0.00	0	0	0
1955	0.02	0.00	0.02	0	0	0	988	0.01	0.00	0.03	0	0	67.41	108	0.01	0.00	0.02	0	0	0.35	423	0.01	0.00	0.00	0	0	0	976	0.01	0.00	0.03	0	0	62.6	2802	0.02	0.00	0.00	0	0	0
1611	0.01	0.00	0.00	0	0	255.61	1320	0.07	0.01	0.09	0	0	140.35	556	0.01	0.00	0.00	0	0	294.17	528	0.01	0.00	0.00	0	0	744.13	461	0.01	0.00	0.01	0	0	0	818	0.05	0.01	0.09	0	0	87.67
526	0.01	0.00	0.00	0	0	426.01	560	0.01	0.00	0.00	0	0	256.81	2105	0.02	0.00	0.03	0	0	129.23	687	0.01	0.00	0.00	0	0	0	592	0.04	0.01	0.08	0	0	99.56	557	0.01	0.00	0.00	0	0	183.79
540	0.02	0.00	0.03	0	0	0	1663	0.01	0.00	0.00	0	0	0	915	0.06	0.01	0.09	0	0	85.61	877	0.05	0.01	0.07	0	0	86.48	1308	0.01	0.00	0.00	0	0	303.81	568	0.01	0.00	0.00	0	0	0
6	0.03	0.01	0.07	0	0	0	1319	0.01	0.00	0.00	0	0	192.61	5	0.04	0.01	0.09	0	0	1.27	534	0.01	0.00	0.00	0	0	0	1671	0.01	0.00	0.02	0	0	61.93	569	0.01	0.00	0.00	0	0	0
676	0.01	0.00	0.00	0	0	0	714	0.04	0.00	0.04	0	0	142.94	557	0.01	0.00	0.01	0	0	441.26	541	0.02	0.00	0.04	0	0	0	1371	0.01	0.00	0.00	0	0	0	1823	0.03	0.00	0.03	0	0	393.68
1869	0.03	0.00	0.02	0	0	66.83	577	0.05	0.00	0.03	0	0	207.43	817	0.05	0.01	0.08	0	0	93.99	6	0.04	0.01	0.07	0	0	0	73	0.01	0.00	0.01	0	0	0	916	0.05	0.01	0.08	0	0	95.06
2256	0.02	0.00	0.01	0	0	0								2441	0.01	0.00	0.01	0	0	83.1	533	0.01	0.00	0.00	0	0	0	527	0.01	0.00	0.00	0	0	34.18	1824	0.01	0.00	0.00	0	0	428.85
146	0.01	0.00	0.01	0	0	0								2410	0.01	0.00	0.01	0	0	0	666	0.03	0.00	0.01	0	0	93.02								2131	0.02	0.00	0.05	0	0	72.29
725	0.05	0.01	0.07	0	0	82.34								583	0.02	0.00	0.03	0	0	0	667	0.09	0.00	0.02	0	0	187.91								108	0.01	0.00	0.01	0	0	0
653	0.01	0.00	0.00	0	0	0															146	0.02	0.00	0.02	0	0	5.73								2449	0.02	0.00	0.01	0	0	28.93
654	0.04	0.00	0.03	0	0	250.05															2471	0.02	0.00	0.02	0	0	10.52								558	0.01	0.00	0.00	0	0	459.48
2271	0.02	0.00	0.02	0	0	4.79															2031	0.02	0.00	0.02	0	0	73.76								2418	0.01	0.00	0.00	0	0	0
839	0.05	0.01	0.07	0	0	84.67															741	0.04	0.00	0.04	0	0	121.83								584	0.02	0.00	0.02	0	0	0
																																			5	0.03	0.01	0.08	0	0	0
																																			762	0.06	0.00	0.03	0	0	118.15
																																			468	0.01	0.00	0.00	0	0	72.75

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.							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	Analysis						Count	Analysis						Count	Analysis						Count

▶ops.cpp: 6220 - 1.76 %

ASM Loop ID	Max Time Over Threads (s)	Time w.r.t. Wall Time (s)	Cov (%)	Vect. Ratio (%)	Vector Length Use (%)	GFLOP/s	ASM Loop ID	GFLOP/s	ASM Loop ID	Max Time Over Threads (s)	Time w.r.t. Wall Time (s)	Cov (%)	Vect. Ratio (%)	Vector Length Use (%)	GFLOP/s	ASM Loop ID	Max Time Over Threads (s)	Time w.r.t. Wall Time (s)	Cov (%)	Vect. Ratio (%)	Vector Length Use (%)	GFLOP/s	ASM Loop ID	GFLOP/s	ASM Loop ID	Max Time Over Threads (s)	Time w.r.t. Wall Time (s)	Cov (%)	Vect. Ratio (%)	Vector Length Use (%)	GFLOP/s
Run orig_default							Run gcc_default		Run aocc_default							Run icx_1							Run gcc_2		Run aocc_3
Loop Source Regions	/beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/ops.cpp: 6220-6222 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/ops.cpp: 6229-6230 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/ops.cpp: 6238-6245						Loop Source Regions		Loop Source Regions	/beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/ops.cpp: 6220-6220 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/ops.cpp: 6229-6230 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/ops.cpp: 6238-6245						Loop Source Regions	/beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/ops.cpp: 6220-6222 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/ops.cpp: 6229-6230 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/ops.cpp: 6238-6245						Loop Source Regions		Loop Source Regions	/beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/ops.cpp: 6220-6220 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/ops.cpp: 6229-6229 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/ops.cpp: 6238-6245
1894	0.06	0.03	0.38	15.56	9.17	143.81			2113	0.08	0.04	0.55	1.96	6.62	183.18	2064	0.06	0.03	0.39	15.56	9.17	135.63			2139	0.05	0.03	0.44	0	6.25	227.15

Sum on 1 analyzed binary loop (libggml-cpu.so - 1894)							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 - 2113)							Sum on 1 analyzed binary loop (libggml-cpu.so - 2064)							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 - 2139)
Analysis						Count	Analysis	Count	Analysis						Count	Analysis						Count	Analysis	Count	Analysis						Count
Loop Computation Issues									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			Presence of expensive FP instructions						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	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
Control Flow Issues									Control Flow Issues							Control Flow Issues									Control Flow Issues
Presence of calls						1			Presence of calls						1	Presence of calls						1			Presence of calls						1
Data Access Issues									Data Access Issues							Data Access Issues									Data Access Issues
Presence of constant non-unit stride data access						0			Presence of constant non-unit stride data access						0	Presence of constant non-unit stride data access						1			Presence of constant non-unit stride data access						0
More than 20% of the loads are accessing the stack						1			More than 20% of the loads are accessing the stack						1	More than 20% of the loads are accessing the stack						1			More than 20% of the loads are accessing the stack						1
Vectorization Roadblocks									Vectorization Roadblocks							Vectorization Roadblocks									Vectorization Roadblocks
Presence of calls						1			Presence of calls						1	Presence of calls						1			Presence of calls						1
Presence of constant non-unit stride data access						0			Presence of constant non-unit stride data access						0	Presence of constant non-unit stride data access						1			Presence of constant non-unit stride data access						0

▶mmq.cpp: 1305 - 1.38 %

ASM Loop ID	Max Time Over Threads (s)	Time w.r.t. Wall Time (s)	Cov (%)	Vect. Ratio (%)	Vector Length Use (%)	GFLOP/s	ASM Loop ID	GFLOP/s	ASM Loop ID	Max Time Over Threads (s)	Time w.r.t. Wall Time (s)	Cov (%)	Vect. Ratio (%)	Vector Length Use (%)	GFLOP/s	ASM Loop ID	Max Time Over Threads (s)	Time w.r.t. Wall Time (s)	Cov (%)	Vect. Ratio (%)	Vector Length Use (%)	GFLOP/s	ASM Loop ID	GFLOP/s	ASM Loop ID	Max Time Over Threads (s)	Time w.r.t. Wall Time (s)	Cov (%)	Vect. Ratio (%)	Vector Length Use (%)	GFLOP/s
Run orig_default							Run gcc_default		Run aocc_default							Run icx_1							Run gcc_2		Run aocc_3
Loop Source Regions	/beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/amx/mmq.cpp: 1305-1305 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/amx/mmq.cpp: 1313-1314						Loop Source Regions		Loop Source Regions	/beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/amx/mmq.cpp: 1305-1305 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/amx/mmq.cpp: 1313-1314						Loop Source Regions	/beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/amx/mmq.cpp: 1305-1305 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/amx/mmq.cpp: 1313-1314						Loop Source Regions		Loop Source Regions	/beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/amx/mmq.cpp: 1305-1305 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/amx/mmq.cpp: 1313-1314
538	0.05	0.01	0.13	100	100	0			579	0.03	0.01	0.18	100	100	0	539	0.03	0.01	0.14	100	100	0			581	0.03	0.01	0.19	100	100	0
539	0.03	0.01	0.17	100	100	0			580	0.03	0.02	0.21	100	100	0	540	0.04	0.01	0.17	100	100	0			580	0.03	0.01	0.19	100	100	0

Sum on 1 analyzed binary loop (libggml-cpu.so - 539)							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.							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	Analysis						Count	Analysis	Count	Analysis						Count

▶ops.cpp: 8885 - 1.35 %

ASM Loop ID	Max Time Over Threads (s)	Time w.r.t. Wall Time (s)	Cov (%)	Vect. Ratio (%)	Vector Length Use (%)	GFLOP/s	ASM Loop ID	Max Time Over Threads (s)	Time w.r.t. Wall Time (s)	Cov (%)	Vect. Ratio (%)	Vector Length Use (%)	GFLOP/s	ASM Loop ID	Max Time Over Threads (s)	Time w.r.t. Wall Time (s)	Cov (%)	Vect. Ratio (%)	Vector Length Use (%)	GFLOP/s	ASM Loop ID	Max Time Over Threads (s)	Time w.r.t. Wall Time (s)	Cov (%)	Vect. Ratio (%)	Vector Length Use (%)	GFLOP/s	ASM Loop ID	Max Time Over Threads (s)	Time w.r.t. Wall Time (s)	Cov (%)	Vect. Ratio (%)	Vector Length Use (%)	GFLOP/s	ASM Loop ID	Max Time Over Threads (s)	Time w.r.t. Wall Time (s)	Cov (%)	Vect. Ratio (%)	Vector Length Use (%)	GFLOP/s
Run orig_default							Run gcc_default							Run aocc_default							Run icx_1							Run gcc_2							Run aocc_3
Loop Source Regions	/beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/simd-mappings.h: 130-130 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/ops.cpp: 8885-8886						Loop Source Regions	/beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/simd-mappings.h: 130-130 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/ops.cpp: 8885-8886						Loop Source Regions	/beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/simd-mappings.h: 130-130 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/ops.cpp: 8885-8886						Loop Source Regions	/beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/simd-mappings.h: 130-130 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/ops.cpp: 8885-8886						Loop Source Regions	/beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/simd-mappings.h: 130-130 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/ops.cpp: 8885-8886						Loop Source Regions	/beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/simd-mappings.h: 130-130 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/ops.cpp: 8885-8886
2260	0.09	0.01	0.16	0	6.25	0.3	1673	0.05	0.01	0.16	0	6.25	0.29	2419	0.08	0.02	0.24	0	6.25	0.15	2460	0.09	0.01	0.17	0	6.25	0.24	1678	0.11	0.03	0.36	0	6.25	0.31	2427	0.09	0.02	0.26	0	6.25	0.17

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.							Sum on 1 analyzed binary loop (libggml-cpu.so - 2419)							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 - 1678)							Sum on 1 analyzed binary loop (libggml-cpu.so - 2427)
Analysis						Count	Analysis						Count	Analysis						Count	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 indirect access						1								Presence of indirect access						1	Presence of indirect access						1
														Vectorization Roadblocks														Vectorization Roadblocks							Vectorization Roadblocks
														Presence of indirect access						1								Presence of indirect access						1	Presence of indirect access						1

▶emmintrin.h: 706 - 1.34 %

ASM Loop ID	GFLOP/s	ASM Loop ID	Max Time Over Threads (s)	Time w.r.t. Wall Time (s)	Cov (%)	Vect. Ratio (%)	Vector Length Use (%)	GFLOP/s	ASM Loop ID	GFLOP/s	ASM Loop ID	GFLOP/s	ASM Loop ID	GFLOP/s	ASM Loop ID	GFLOP/s
Run orig_default		Run gcc_default							Run aocc_default		Run icx_1		Run gcc_2		Run aocc_3
Loop Source Regions		Loop Source Regions	/beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/amx/mmq.cpp: 548-549 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/amx/mmq.cpp: 1305-1305 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/amx/mmq.cpp: 2245-2246 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/emmintrin.h: 706-706 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avxintrin.h: 777-777 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avxintrin.h: 935-935 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avxintrin.h: 1501-1501 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avx512fintrin.h: 4382-4382 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avx512fintrin.h: 4671-4671 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avx512fintrin.h: 5610-5610 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avx512fintrin.h: 9458-9458 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avx512fintrin.h: 9491-9491						Loop Source Regions		Loop Source Regions		Loop Source Regions		Loop Source Regions
		555	0.18	0.12	1.34	0	0	0

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 - 555)							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.		No Optimizer analysis found for any assembly loop. More loops can be analyzed using option --optimizer-loop-count.
Analysis	Count	Analysis						Count	Analysis	Count	Analysis	Count	Analysis	Count	Analysis	Count
		Control Flow Issues
		Vectorization Roadblocks
		Presence of more than 4 paths						1

▶mmq.cpp: 303 - 1.30 %

ASM Loop ID	Max Time Over Threads (s)	Time w.r.t. Wall Time (s)	Cov (%)	Vect. Ratio (%)	Vector Length Use (%)	GFLOP/s	ASM Loop ID	GFLOP/s	ASM Loop ID	Max Time Over Threads (s)	Time w.r.t. Wall Time (s)	Cov (%)	Vect. Ratio (%)	Vector Length Use (%)	GFLOP/s	ASM Loop ID	Max Time Over Threads (s)	Time w.r.t. Wall Time (s)	Cov (%)	Vect. Ratio (%)	Vector Length Use (%)	GFLOP/s	ASM Loop ID	GFLOP/s	ASM Loop ID	Max Time Over Threads (s)	Time w.r.t. Wall Time (s)	Cov (%)	Vect. Ratio (%)	Vector Length Use (%)	GFLOP/s
Run orig_default							Run gcc_default		Run aocc_default							Run icx_1							Run gcc_2		Run aocc_3
Loop Source Regions	/beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/amx/mmq.cpp: 303-326 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/amx/mmq.cpp: 557-558 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/amx/mmq.cpp: 617-617 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/amx/mmq.cpp: 624-625 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/amx/mmq.cpp: 636-636 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/amx/mmq.cpp: 644-644 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/amx/mmq.cpp: 792-792 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/amx/mmq.cpp: 1390-1392						Loop Source Regions		Loop Source Regions	/beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/amx/mmq.cpp: 303-330 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/amx/mmq.cpp: 557-558 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/amx/mmq.cpp: 617-617 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/amx/mmq.cpp: 624-625 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/amx/mmq.cpp: 632-636 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/amx/mmq.cpp: 644-644 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/amx/mmq.cpp: 792-792 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/amx/mmq.cpp: 1390-1392						Loop Source Regions	/beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/amx/mmq.cpp: 303-326 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/amx/mmq.cpp: 557-558 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/amx/mmq.cpp: 617-617 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/amx/mmq.cpp: 624-625 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/amx/mmq.cpp: 636-636 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/amx/mmq.cpp: 644-644 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/amx/mmq.cpp: 792-792 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/amx/mmq.cpp: 1390-1392						Loop Source Regions		Loop Source Regions	/beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/amx/mmq.cpp: 303-330 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/amx/mmq.cpp: 557-558 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/amx/mmq.cpp: 617-617 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/amx/mmq.cpp: 624-625 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/amx/mmq.cpp: 632-636 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/amx/mmq.cpp: 644-644 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/amx/mmq.cpp: 792-792 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/amx/mmq.cpp: 1390-1392
661	0.05	0.02	0.27	91.67	35.76	0			379	0.05	0.03	0.36	94.96	35.16	0	672	0.05	0.03	0.30	91.89	36.15	0			380	0.05	0.03	0.37	94.96	35.16	0

Sum on 1 analyzed binary loop (libggml-cpu.so - 661)							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 - 379)							Sum on 1 analyzed binary loop (libggml-cpu.so - 672)							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 - 380)
Analysis						Count	Analysis	Count	Analysis						Count	Analysis						Count	Analysis	Count	Analysis						Count
Data Access Issues									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			Presence of constant non-unit stride data access						1
Presence of indirect access						1			Presence of indirect access						1	Presence of indirect access						1			Presence of indirect access						1
Presence of special instructions executing on a single port						1			Presence of special instructions executing on a single port						1	Presence of special instructions executing on a single port						1			Presence of special instructions executing on a single port						1
More than 20% of the loads are accessing the stack						1			More than 20% of the loads are accessing the stack						1	More than 20% of the loads are accessing the stack						1			More than 20% of the loads are accessing the stack						1
Vectorization Roadblocks									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			Presence of constant non-unit stride data access						1
Presence of indirect access						1			Presence of indirect access						1	Presence of indirect access						1			Presence of indirect access						1
Inefficient Vectorization									Inefficient Vectorization							Inefficient Vectorization									Inefficient Vectorization
Presence of special instructions executing on a single port						1			Presence of special instructions executing on a single port						1	Presence of special instructions executing on a single port						1			Presence of special instructions executing on a single port						1

▶quants.c: 298 - 1.09 %

ASM Loop ID	Max Time Over Threads (s)	Time w.r.t. Wall Time (s)	Cov (%)	Vect. Ratio (%)	Vector Length Use (%)	GFLOP/s	ASM Loop ID	Max Time Over Threads (s)	Time w.r.t. Wall Time (s)	Cov (%)	Vect. Ratio (%)	Vector Length Use (%)	GFLOP/s	ASM Loop ID	Max Time Over Threads (s)	Time w.r.t. Wall Time (s)	Cov (%)	Vect. Ratio (%)	Vector Length Use (%)	GFLOP/s	ASM Loop ID	Max Time Over Threads (s)	Time w.r.t. Wall Time (s)	Cov (%)	Vect. Ratio (%)	Vector Length Use (%)	GFLOP/s	ASM Loop ID	Max Time Over Threads (s)	Time w.r.t. Wall Time (s)	Cov (%)	Vect. Ratio (%)	Vector Length Use (%)	GFLOP/s	ASM Loop ID	Max Time Over Threads (s)	Time w.r.t. Wall Time (s)	Cov (%)	Vect. Ratio (%)	Vector Length Use (%)	GFLOP/s
Run orig_default							Run gcc_default							Run aocc_default							Run icx_1							Run gcc_2							Run aocc_3
Loop Source Regions	/beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/./ggml-impl.h: 346-346 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/./ggml-impl.h: 355-355 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/./ggml-impl.h: 389-404 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/arch/x86/quants.c: 298-347 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/arch/x86/quants.c: 353-355						Loop Source Regions	/cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avx2intrin.h: 79-79 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avx2intrin.h: 86-86 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avx2intrin.h: 1046-1046 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/xmmintrin.h: 184-184 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/xmmintrin.h: 240-240 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/xmmintrin.h: 793-793 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/./ggml-impl.h: 354-354 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/./ggml-impl.h: 389-404 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/pmmintrin.h: 71-71 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/arch/x86/quants.c: 298-298 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/arch/x86/quants.c: 304-304 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/arch/x86/quants.c: 319-321 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avxintrin.h: 186-186 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avxintrin.h: 296-296 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avxintrin.h: 320-320 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avxintrin.h: 475-475 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avxintrin.h: 526-526 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avxintrin.h: 905-905 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avxintrin.h: 935-935 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avxintrin.h: 1066-1066 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avxintrin.h: 1329-1329 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avxintrin.h: 1472-1472						Loop Source Regions	/beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/./ggml-impl.h: 346-346 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/./ggml-impl.h: 355-355 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/./ggml-impl.h: 389-404 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/arch/x86/quants.c: 298-347 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/arch/x86/quants.c: 353-355						Loop Source Regions	/beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/./ggml-impl.h: 346-346 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/./ggml-impl.h: 355-355 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/./ggml-impl.h: 389-404 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/arch/x86/quants.c: 298-347 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/arch/x86/quants.c: 353-355						Loop Source Regions	/cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avx2intrin.h: 79-79 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avx2intrin.h: 86-86 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avx2intrin.h: 1046-1046 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/xmmintrin.h: 184-184 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/xmmintrin.h: 240-240 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/xmmintrin.h: 793-793 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/./ggml-impl.h: 354-354 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/./ggml-impl.h: 389-404 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/pmmintrin.h: 71-71 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/arch/x86/quants.c: 298-298 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/arch/x86/quants.c: 304-304 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/arch/x86/quants.c: 319-321 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avxintrin.h: 186-186 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avxintrin.h: 296-296 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avxintrin.h: 320-320 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avxintrin.h: 475-475 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avxintrin.h: 526-526 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avxintrin.h: 905-905 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avxintrin.h: 935-935 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avxintrin.h: 1066-1066 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avxintrin.h: 1329-1329						Loop Source Regions	/beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/./ggml-impl.h: 346-346 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/./ggml-impl.h: 355-355 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/./ggml-impl.h: 389-404 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/arch/x86/quants.c: 298-347 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/arch/x86/quants.c: 353-355
3022	1.12	0.01	0.17	59.66	29.26	397.97	2212	1.12	0.01	0.16	60	28.75	402.49	3307	1.10	0.01	0.21	58.33	28.75	377.15	3269	1.08	0.01	0.16	60.7	29.66	401.46	2211	1.03	0.01	0.19	59.65	29.28	406.07	3328	1.04	0.01	0.20	60.7	29.66	405.98

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 - 2212)							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.							Sum on 1 analyzed binary loop (libggml-cpu.so - 2211)							No Optimizer analysis found for any assembly loop. More loops can be analyzed using option --optimizer-loop-count.
Analysis						Count	Analysis						Count	Analysis						Count	Analysis						Count	Analysis						Count	Analysis						Count
							Loop Computation Issues																					Loop Computation Issues
							Presence of expensive FP instructions						1															Presence of expensive FP instructions						1
							Control Flow Issues																					Control Flow Issues
							Presence of more than 4 paths						1															Presence of more than 4 paths						1
							Data Access Issues																					Data Access Issues
							More than 10% of the vector loads instructions are unaligned						1															More than 10% of the vector loads instructions are unaligned						1
							Presence of special instructions executing on a single port						1															Presence of special instructions executing on a single port						1
							Vectorization Roadblocks																					Vectorization Roadblocks
							Presence of more than 4 paths						1															Presence of more than 4 paths						1
							Inefficient Vectorization																					Inefficient Vectorization
							Presence of special instructions executing on a single port						1															Presence of special instructions executing on a single port						1

▶ops.cpp: 6210 - 0.98 %

ASM Loop ID	GFLOP/s	ASM Loop ID	Max Time Over Threads (s)	Time w.r.t. Wall Time (s)	Cov (%)	Vect. Ratio (%)	Vector Length Use (%)	GFLOP/s	ASM Loop ID	GFLOP/s	ASM Loop ID	GFLOP/s	ASM Loop ID	Max Time Over Threads (s)	Time w.r.t. Wall Time (s)	Cov (%)	Vect. Ratio (%)	Vector Length Use (%)	GFLOP/s	ASM Loop ID	GFLOP/s
Run orig_default		Run gcc_default							Run aocc_default		Run icx_1		Run gcc_2							Run aocc_3
Loop Source Regions		Loop Source Regions	/beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/ops.cpp: 6210-6211 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/ops.cpp: 6220-6230 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/ops.cpp: 6238-6245						Loop Source Regions		Loop Source Regions		Loop Source Regions	/beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/ops.cpp: 6210-6211 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/ops.cpp: 6220-6229 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/ops.cpp: 6238-6245						Loop Source Regions
		994	0.06	0.03	0.37	19.61	9.8	300.66					982	0.08	0.04	0.61	7.55	7.84	188.01

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 - 994)							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.		Sum on 1 analyzed binary loop (libggml-cpu.so - 982)							No Optimizer analysis found for any assembly loop. More loops can be analyzed using option --optimizer-loop-count.
Analysis	Count	Analysis						Count	Analysis	Count	Analysis	Count	Analysis						Count	Analysis	Count
		Loop Computation Issues											Loop Computation Issues
		Presence of expensive FP instructions						1					Presence of expensive FP instructions						1
		Presence of a large number of scalar integer instructions						1					Presence of a large number of scalar integer instructions						1
		Low iteration count						0					Low iteration count						1
		Control Flow Issues											Control Flow Issues
		Presence of calls						1					Presence of calls						1
		Presence of more than 4 paths						1					Presence of more than 4 paths						1
		Low iteration count						0					Low iteration count						1
		Data Access Issues											Data Access Issues
		Presence of special instructions executing on a single port						1					Presence of special instructions executing on a single port						0
		More than 20% of the loads are accessing the stack						1					More than 20% of the loads are accessing the stack						1
		Vectorization Roadblocks											Vectorization Roadblocks
		Presence of calls						1					Presence of calls						1
		Presence of more than 4 paths						1					Presence of more than 4 paths						1
		Inefficient Vectorization											Inefficient Vectorization
		Presence of special instructions executing on a single port						1					Presence of special instructions executing on a single port

▶vec.h: 1084 - 0.59 %

ASM Loop ID	Max Time Over Threads (s)	Time w.r.t. Wall Time (s)	Cov (%)	Vect. Ratio (%)	Vector Length Use (%)	GFLOP/s	ASM Loop ID	GFLOP/s	ASM Loop ID	Max Time Over Threads (s)	Time w.r.t. Wall Time (s)	Cov (%)	Vect. Ratio (%)	Vector Length Use (%)	GFLOP/s	ASM Loop ID	Max Time Over Threads (s)	Time w.r.t. Wall Time (s)	Cov (%)	Vect. Ratio (%)	Vector Length Use (%)	GFLOP/s	ASM Loop ID	GFLOP/s	ASM Loop ID	Max Time Over Threads (s)	Time w.r.t. Wall Time (s)	Cov (%)	Vect. Ratio (%)	Vector Length Use (%)	GFLOP/s
Run orig_default							Run gcc_default		Run aocc_default							Run icx_1							Run gcc_2		Run aocc_3
Loop Source Regions	/beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/vec.cpp: 372-373 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/vec.h: 1084-1101 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/vec.h: 1113-1116						Loop Source Regions		Loop Source Regions	/beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/vec.cpp: 372-373 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/vec.h: 1084-1101 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/vec.h: 1113-1116						Loop Source Regions	/beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/vec.cpp: 372-373 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/vec.h: 1084-1101 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/vec.h: 1113-1116						Loop Source Regions		Loop Source Regions	/beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/vec.cpp: 372-373 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/vec.h: 1084-1101 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/vec.h: 1115-1115
1153	0.07	0.01	0.12	100	100	1926.89			1237	0.09	0.01	0.18	98	98.13	1577.4	1212	0.10	0.01	0.11	100	100	2078.18			1302	0.09	0.01	0.16	98	98.13	1800.65

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.							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	Analysis						Count	Analysis	Count	Analysis						Count

▶vec.cpp: 372 - 0.35 %

ASM Loop ID	GFLOP/s	ASM Loop ID	Max Time Over Threads (s)	Time w.r.t. Wall Time (s)	Cov (%)	Vect. Ratio (%)	Vector Length Use (%)	GFLOP/s	ASM Loop ID	GFLOP/s	ASM Loop ID	GFLOP/s	ASM Loop ID	Max Time Over Threads (s)	Time w.r.t. Wall Time (s)	Cov (%)	Vect. Ratio (%)	Vector Length Use (%)	GFLOP/s	ASM Loop ID	GFLOP/s
Run orig_default		Run gcc_default							Run aocc_default		Run icx_1		Run gcc_2							Run aocc_3
Loop Source Regions		Loop Source Regions	/beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/vec.cpp: 372-372 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/vec.h: 1101-1101 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avx512fintrin.h: 9376-9376 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avx512fintrin.h: 9402-9402 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avx512fintrin.h: 10660-10660 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avx512fintrin.h: 13204-13204 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avx512fintrin.h: 13607-13607 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avx512fintrin.h: 13728-13728 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avx512fintrin.h: 13788-13788 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avx512fintrin.h: 13848-13848 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avx512fintrin.h: 13908-13908 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avx512fintrin.h: 14113-14113 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avx512fintrin.h: 14192-14192 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avx512fintrin.h: 14544-14544 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avx512fintrin.h: 15536-15536						Loop Source Regions		Loop Source Regions		Loop Source Regions	/beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/vec.cpp: 372-372 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/vec.h: 1101-1101 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avx512fintrin.h: 9376-9376 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avx512fintrin.h: 9402-9402 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avx512fintrin.h: 10660-10660 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avx512fintrin.h: 13204-13204 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avx512fintrin.h: 13607-13607 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avx512fintrin.h: 13728-13728 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avx512fintrin.h: 13788-13788 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avx512fintrin.h: 13848-13848 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avx512fintrin.h: 13908-13908 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avx512fintrin.h: 14113-14113 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avx512fintrin.h: 14192-14192 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avx512fintrin.h: 14544-14544 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avx512fintrin.h: 15536-15536						Loop Source Regions
		961	0.09	0.01	0.15	100	100	1543.37					950	0.10	0.01	0.21	100	100	1388.92

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.		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 - 950)							No Optimizer analysis found for any assembly loop. More loops can be analyzed using option --optimizer-loop-count.
Analysis	Count	Analysis						Count	Analysis	Count	Analysis	Count	Analysis						Count	Analysis	Count
													Loop Computation Issues
													Presence of expensive FP instructions						1
													Control Flow Issues
													Presence of 2 to 4 paths						1
													Data Access Issues
													Presence of special instructions executing on a single port						1
													Vectorization Roadblocks
													Presence of 2 to 4 paths						1
													Inefficient Vectorization
													Presence of special instructions executing on a single port						1
													Use of masked instructions						1

▶ggml-cpu.c: 3204 - 0.32 %

ASM Loop ID	GFLOP/s	ASM Loop ID	Max Time Over Threads (s)	Time w.r.t. Wall Time (s)	Cov (%)	Vect. Ratio (%)	Vector Length Use (%)	GFLOP/s	ASM Loop ID	GFLOP/s	ASM Loop ID	GFLOP/s	ASM Loop ID	Max Time Over Threads (s)	Time w.r.t. Wall Time (s)	Cov (%)	Vect. Ratio (%)	Vector Length Use (%)	GFLOP/s	ASM Loop ID	GFLOP/s
Run orig_default		Run gcc_default							Run aocc_default		Run icx_1		Run gcc_2							Run aocc_3
Loop Source Regions		Loop Source Regions	/cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avxintrin.h: 935-935 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/ggml-cpu.c: 3204-3204 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avx512fintrin.h: 9376-9376 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avx512fintrin.h: 11216-11216						Loop Source Regions		Loop Source Regions		Loop Source Regions	/cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avxintrin.h: 935-935 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/ggml-cpu.c: 3204-3204 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avx512fintrin.h: 9376-9376 /cluster/comp/gcc/14.2.0/lib/gcc/x86_64-pc-linux-gnu/14.2.0/include/avx512fintrin.h: 11216-11216						Loop Source Regions
		5	0.04	0.01	0.15	100	83.33	0					5	0.04	0.01	0.17	100	83.33	0

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.		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 - 5)							No Optimizer analysis found for any assembly loop. More loops can be analyzed using option --optimizer-loop-count.
Analysis	Count	Analysis						Count	Analysis	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

▶ops.cpp: 4325 - 0.22 %

ASM Loop ID	Max Time Over Threads (s)	Time w.r.t. Wall Time (s)	Cov (%)	Vect. Ratio (%)	Vector Length Use (%)	GFLOP/s	ASM Loop ID	GFLOP/s	ASM Loop ID	Max Time Over Threads (s)	Time w.r.t. Wall Time (s)	Cov (%)	Vect. Ratio (%)	Vector Length Use (%)	GFLOP/s	ASM Loop ID	GFLOP/s	ASM Loop ID	GFLOP/s	ASM Loop ID	GFLOP/s
Run orig_default							Run gcc_default		Run aocc_default							Run icx_1		Run gcc_2		Run aocc_3
Loop Source Regions	/beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/ops.cpp: 4325-4326						Loop Source Regions		Loop Source Regions	/beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/ops.cpp: 4325-4326						Loop Source Regions		Loop Source Regions		Loop Source Regions
1616	0.09	0.01	0.10	0	7.81	126.94			1759	0.06	0.01	0.12	0	7.81	130.79

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.							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	Analysis	Count	Analysis	Count	Analysis	Count

▶ops.cpp: 8817 - 0.11 %

ASM Loop ID	GFLOP/s	ASM Loop ID	Max Time Over Threads (s)	Time w.r.t. Wall Time (s)	Cov (%)	Vect. Ratio (%)	Vector Length Use (%)	GFLOP/s	ASM Loop ID	GFLOP/s	ASM Loop ID	GFLOP/s	ASM Loop ID	GFLOP/s	ASM Loop ID	GFLOP/s
Run orig_default		Run gcc_default							Run aocc_default		Run icx_1		Run gcc_2		Run aocc_3
Loop Source Regions		Loop Source Regions	/beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/simd-mappings.h: 130-130 /beegfs/hackathon/users/eoseret/qaas_runs_test/isix07.benchmarkcenter.megware.com/177-703-4206/llama.cpp/build/llama.cpp/ggml/src/ggml-cpu/ops.cpp: 8817-8819						Loop Source Regions		Loop Source Regions		Loop Source Regions		Loop Source Regions
		1671	0.03	0.01	0.11	0	9.38	89.56

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.		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	Analysis	Count	Analysis	Count	Analysis	Count

Report Configuration

Loops

▶mmq.cpp: 520 - 31.53 %

▶mmq.cpp: 1093 - 28.31 %

▶simd-mappings.h: 130 - 9.50 %

▶vec.h: 491 - 7.67 %

▶vec.cpp: 311 - 4.94 %

▶mmq.cpp: 548 - 2.39 %

▶<unknown>: 0 - 2.15 %

▶ops.cpp: 6220 - 1.76 %

▶mmq.cpp: 1305 - 1.38 %

▶ops.cpp: 8885 - 1.35 %

▶emmintrin.h: 706 - 1.34 %

▶mmq.cpp: 303 - 1.30 %

▶quants.c: 298 - 1.09 %

▶ops.cpp: 6210 - 0.98 %

▶vec.h: 1084 - 0.59 %

▶vec.cpp: 372 - 0.35 %

▶ggml-cpu.c: 3204 - 0.32 %

▶ops.cpp: 4325 - 0.22 %

▶ops.cpp: 8817 - 0.11 %