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Global Metrics

Metric		r0	r1	r2	r3	r4	r5	r6	r7	r8	r9	r10	r11	r12	r13	r14
Total Time (s)		51.69	28.22	15.14	8.97	5.91	5.07	5.04	4.95	4.99	4.92	4.89	4.95	5.09	5.17	5.30
Max (Thread Active Time) (s)		50.77	27.33	14.23	8.02	4.89	3.99	3.88	3.73	3.67	3.49	3.44	3.55	3.65	3.51	3.77
Average Active Time (s)		50.77	27.16	14.00	7.74	4.61	3.69	3.56	3.42	3.35	3.23	3.14	3.11	3.11	3.16	3.29
Activity Ratio (%)		98.2	97.8	96.7	94.6	90.9	87.7	85.4	83.6	81.6	80.3	78.3	76.9	74.2	74.0	74.7
Average number of active threads		0.982	1.925	3.698	6.903	12.474	17.462	22.581	27.586	32.241	36.857	41.002	45.287	48.912	53.790	59.557
Affinity Stability (%)		99.9	99.3	98.2	96.4	94.0	92.5	92.3	92.0	91.9	91.6	91.4	91.4	91.8	91.9	92.1
Time in analyzed loops (%)		95.8	93.8	93.1	90.1	84.7	79.6	77.7	73.7	73.2	72.3	69.7	67.5	65.7	64.3	61.4
Time in analyzed innermost loops (%)		95.0	93.1	92.3	89.3	84.0	79.0	77.0	73.2	72.6	71.7	69.2	67.0	65.3	63.8	61.0
Time in user code (%)		99.3	98.5	97.7	94.6	89.3	83.5	81.6	77.5	76.8	75.8	73.1	70.5	68.8	67.4	64.4
Compilation Options Score (%)		100	100	100	100	100	100	100	100	100	100	100	100	100	100	100
Array Access Efficiency (%)		61.6	61.5	61.5	61.5	61.3	61.1	61.2	61.1	61.0	61.0	61.0	60.7	60.9	60.7	61.0
Potential Speedups
Perfect Flow Complexity		1.00	1.00	1.00	1.00	1.00	1.00	1.00	1.00	1.00	1.00	1.00	1.00	1.00	1.00	1.00
Perfect OpenMP/MPI/Pthread/TBB		1.00	1.00	1.01	1.04	1.07	1.11	1.17	1.22	1.26	1.23	1.23	1.30	1.39	1.38	1.44
Perfect OpenMP/MPI/Pthread/TBB + Perfect Load Distribution		1.00	1.02	1.04	1.09	1.18	1.29	1.33	1.40	1.42	1.41	1.49	1.61	1.70	1.64	1.77
Scalability - Gap		1.00	1.09	1.17	1.39	1.83	2.35	3.12	3.83	4.64	5.32	6.06	6.89	7.88	8.80	9.85
No Scalar Integer	Potential Speedup	1.20	1.20	1.20	1.19	1.18	1.16	1.16	1.15	1.15	1.15	1.14	1.14	1.13	1.13	1.12
	Nb Loops to get 80%	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1
FP Vectorised	Potential Speedup	1.08	1.08	1.08	1.08	1.07	1.07	1.07	1.06	1.06	1.06	1.06	1.06	1.06	1.06	1.05
	Nb Loops to get 80%	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1
Fully Vectorised	Potential Speedup	1.36	1.35	1.34	1.33	1.30	1.27	1.27	1.25	1.25	1.24	1.23	1.22	1.22	1.21	1.20
	Nb Loops to get 80%	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1
Only FP Arithmetic	Potential Speedup	1.27	1.26	1.26	1.25	1.22	1.20	1.19	1.18	1.18	1.17	1.16	1.15	1.15	1.14	1.14
	Nb Loops to get 80%	2	2	2	2	2	2	2	2	1	1	1	1	1	1	1

Scalability Speedup

Cumulated Speedup If No Scalar Integer

Cumulated Speedup If FP Vectorized

Cumulated Speedup If Fully Vectorized

Cumulated Speedup If Only FP Arithmetic

Loop Based Profiles

Innermost / Single Loops

Inbetween Loops

Outermost Loops

Cumulated Coverage With All Loops

Innermost Loop Based Profiles

Coverage

Count

Application Categorization

Time

Coverage

Compilation Options

r0r1r2r3r4r5r6r7r8r9r10r11r12r13r14

Source Object	Issue
▼libllama.so–
▼hashtable.h–
○
▼hashtable_policy.h–
○
▼llama-vocab.cpp–
○
▼unicode.cpp–
○
▼basic_string.h–
○
▼llama-impl.cpp–
○
▼libggml-cpu.so–
▼binary-ops.cpp–
○
▼traits.cpp–
○
▼kernels.cpp–
○
▼kleidiai.cpp–
○
▼ggml-cpu.cpp–
○
▼vec.cpp–
○
▼ops.cpp–
○
▼ggml-cpu.c–
○
▼quants.c–
○
▼libggml-base.so–
▼gguf.cpp–
○
▼ggml.c–
○

Source Object	Issue
▼libllama.so–
▼hashtable.h–
○
▼hashtable_policy.h–
○
▼llama-vocab.cpp–
○
▼unicode.cpp–
○
▼basic_string.h–
○
▼llama-impl.cpp–
○
▼libggml-cpu.so–
▼binary-ops.cpp–
○
▼traits.cpp–
○
▼kernels.cpp–
○
▼kleidiai.cpp–
○
▼ggml-cpu.cpp–
○
▼vec.cpp–
○
▼ops.cpp–
○
▼ggml-cpu.c–
○
▼quants.c–
○
▼libggml-base.so–
▼gguf.cpp–
○
▼ggml.c–
○

Source Object	Issue
▼libllama.so–
▼hashtable.h–
○
▼hashtable_policy.h–
○
▼llama-vocab.cpp–
○
▼unicode.cpp–
○
▼basic_string.h–
○
▼llama-impl.cpp–
○
▼libggml-cpu.so–
▼binary-ops.cpp–
○
▼traits.cpp–
○
▼kernels.cpp–
○
▼kleidiai.cpp–
○
▼ggml-cpu.cpp–
○
▼vec.cpp–
○
▼ops.cpp–
○
▼ggml-cpu.c–
○
▼quants.c–
○
▼libggml-base.so–
▼gguf.cpp–
○
▼ggml.c–
○

Source Object	Issue
▼libllama.so–
▼hashtable.h–
○
▼hashtable_policy.h–
○
▼llama-vocab.cpp–
○
▼unicode.cpp–
○
▼basic_string.h–
○
▼llama-impl.cpp–
○
▼libggml-cpu.so–
▼binary-ops.cpp–
○
▼traits.cpp–
○
▼kernels.cpp–
○
▼kleidiai.cpp–
○
▼ggml-cpu.cpp–
○
▼vec.cpp–
○
▼ops.cpp–
○
▼ggml-cpu.c–
○
▼quants.c–
○
▼libggml-base.so–
▼gguf.cpp–
○
▼ggml.c–
○

Source Object	Issue
▼libllama.so–
▼hashtable.h–
○
▼hashtable_policy.h–
○
▼llama-vocab.cpp–
○
▼unicode.cpp–
○
▼basic_string.h–
○
▼llama-impl.cpp–
○
▼libggml-cpu.so–
▼binary-ops.cpp–
○
▼traits.cpp–
○
▼kernels.cpp–
○
▼kleidiai.cpp–
○
▼ggml-cpu.cpp–
○
▼vec.cpp–
○
▼ops.cpp–
○
▼ggml-cpu.c–
○
▼quants.c–
○
▼libggml-base.so–
▼gguf.cpp–
○
▼ggml.c–
○

Source Object	Issue
▼libllama.so–
▼hashtable.h–
○
▼hashtable_policy.h–
○
▼llama-vocab.cpp–
○
▼unicode.cpp–
○
▼basic_string.h–
○
▼llama-impl.cpp–
○
▼libggml-cpu.so–
▼binary-ops.cpp–
○
▼traits.cpp–
○
▼kernels.cpp–
○
▼kleidiai.cpp–
○
▼ggml-cpu.cpp–
○
▼vec.cpp–
○
▼ops.cpp–
○
▼ggml-cpu.c–
○
▼quants.c–
○
▼libggml-base.so–
▼gguf.cpp–
○
▼ggml.c–
○

Source Object	Issue
▼libllama.so–
▼hashtable.h–
○
▼hashtable_policy.h–
○
▼llama-vocab.cpp–
○
▼unicode.cpp–
○
▼basic_string.h–
○
▼llama-impl.cpp–
○
▼libggml-cpu.so–
▼binary-ops.cpp–
○
▼traits.cpp–
○
▼kernels.cpp–
○
▼kleidiai.cpp–
○
▼ggml-cpu.cpp–
○
▼vec.cpp–
○
▼ops.cpp–
○
▼ggml-cpu.c–
○
▼quants.c–
○
▼libggml-base.so–
▼gguf.cpp–
○
▼ggml.c–
○

Source Object	Issue
▼libllama.so–
▼hashtable.h–
○
▼hashtable_policy.h–
○
▼llama-vocab.cpp–
○
▼unicode.cpp–
○
▼basic_string.h–
○
▼llama-impl.cpp–
○
▼libggml-cpu.so–
▼binary-ops.cpp–
○
▼traits.cpp–
○
▼kernels.cpp–
○
▼kleidiai.cpp–
○
▼ggml-cpu.cpp–
○
▼vec.cpp–
○
▼ops.cpp–
○
▼ggml-cpu.c–
○
▼quants.c–
○
▼libggml-base.so–
▼gguf.cpp–
○
▼ggml.c–
○

Source Object	Issue
▼libllama.so–
▼hashtable.h–
○
▼hashtable_policy.h–
○
▼llama-vocab.cpp–
○
▼unicode.cpp–
○
▼basic_string.h–
○
▼llama-impl.cpp–
○
▼libggml-cpu.so–
▼binary-ops.cpp–
○
▼traits.cpp–
○
▼kernels.cpp–
○
▼kleidiai.cpp–
○
▼ggml-cpu.cpp–
○
▼vec.cpp–
○
▼ops.cpp–
○
▼ggml-cpu.c–
○
▼quants.c–
○
▼libggml-base.so–
▼gguf.cpp–
○
▼ggml.c–
○

Source Object	Issue
▼libllama.so–
▼hashtable.h–
○
▼hashtable_policy.h–
○
▼llama-vocab.cpp–
○
▼unicode.cpp–
○
▼basic_string.h–
○
▼llama-impl.cpp–
○
▼libggml-cpu.so–
▼binary-ops.cpp–
○
▼traits.cpp–
○
▼kernels.cpp–
○
▼kleidiai.cpp–
○
▼ggml-cpu.cpp–
○
▼vec.cpp–
○
▼ops.cpp–
○
▼ggml-cpu.c–
○
▼quants.c–
○
▼libggml-base.so–
▼gguf.cpp–
○
▼ggml.c–
○

Source Object	Issue
▼libllama.so–
▼hashtable.h–
○
▼hashtable_policy.h–
○
▼llama-vocab.cpp–
○
▼unicode.cpp–
○
▼basic_string.h–
○
▼llama-impl.cpp–
○
▼libggml-cpu.so–
▼binary-ops.cpp–
○
▼traits.cpp–
○
▼kernels.cpp–
○
▼kleidiai.cpp–
○
▼ggml-cpu.cpp–
○
▼vec.cpp–
○
▼ops.cpp–
○
▼ggml-cpu.c–
○
▼quants.c–
○
▼libggml-base.so–
▼gguf.cpp–
○
▼ggml.c–
○

Source Object	Issue
▼libllama.so–
▼hashtable.h–
○
▼hashtable_policy.h–
○
▼llama-vocab.cpp–
○
▼unicode.cpp–
○
▼basic_string.h–
○
▼llama-impl.cpp–
○
▼libggml-cpu.so–
▼binary-ops.cpp–
○
▼traits.cpp–
○
▼kernels.cpp–
○
▼kleidiai.cpp–
○
▼ggml-cpu.cpp–
○
▼vec.cpp–
○
▼ops.cpp–
○
▼ggml-cpu.c–
○
▼quants.c–
○
▼libggml-base.so–
▼gguf.cpp–
○
▼ggml.c–
○

Source Object	Issue
▼libllama.so–
▼hashtable.h–
○
▼hashtable_policy.h–
○
▼llama-vocab.cpp–
○
▼unicode.cpp–
○
▼basic_string.h–
○
▼llama-impl.cpp–
○
▼libggml-cpu.so–
▼binary-ops.cpp–
○
▼traits.cpp–
○
▼kernels.cpp–
○
▼kleidiai.cpp–
○
▼ggml-cpu.cpp–
○
▼vec.cpp–
○
▼ops.cpp–
○
▼ggml-cpu.c–
○
▼quants.c–
○
▼libggml-base.so–
▼gguf.cpp–
○
▼ggml.c–
○

Source Object	Issue
▼libllama.so–
▼hashtable.h–
○
▼hashtable_policy.h–
○
▼llama-vocab.cpp–
○
▼unicode.cpp–
○
▼basic_string.h–
○
▼llama-impl.cpp–
○
▼libggml-cpu.so–
▼binary-ops.cpp–
○
▼traits.cpp–
○
▼kernels.cpp–
○
▼kleidiai.cpp–
○
▼ggml-cpu.cpp–
○
▼vec.cpp–
○
▼ops.cpp–
○
▼ggml-cpu.c–
○
▼quants.c–
○
▼libggml-base.so–
▼gguf.cpp–
○
▼ggml.c–
○

Source Object	Issue
▼libllama.so–
▼hashtable.h–
○
▼hashtable_policy.h–
○
▼llama-vocab.cpp–
○
▼unicode.cpp–
○
▼basic_string.h–
○
▼llama-impl.cpp–
○
▼libggml-cpu.so–
▼binary-ops.cpp–
○
▼traits.cpp–
○
▼kernels.cpp–
○
▼kleidiai.cpp–
○
▼ggml-cpu.cpp–
○
▼vec.cpp–
○
▼ops.cpp–
○
▼ggml-cpu.c–
○
▼quants.c–
○
▼libggml-base.so–
▼gguf.cpp–
○
▼ggml.c–
○

Path Count Profiles

Coverage

Count

Low Iteration Count Profiles

Coverage

Count

Average Number of Active Threads

Run 1 - 1x1

Run 2 - 1x2

Run 3 - 1x4

Run 4 - 1x8

Run 5 - 1x16

Run 6 - 1x24

Run 7 - 1x32

Run 8 - 1x40

Run 9 - 1x48

Run 10 - 1x56

Run 11 - 1x64

Run 12 - 1x72

Run 13 - 1x80

Run 14 - 1x88

Run 15 - 1x96