OV - exec - Function hypre_CSRMatrixMatvecT.omp

	Function: hypre_CSRMatrixMatvecT.omp_outlined.24	Module: exec	Source: csr_matvec.c:554-579 [...]	Coverage (incl. loops): 1.02% \| (excl. loops): 0.00%

/home/hbollore/qaas/qaas-runs/174-161-6712/intel/AMG/build/AMG/AMG/seq_mv/csr_matvec.c: 554 - 579

--------------------------------------------------------------------------------

554: #pragma omp parallel private(i,jj,j,my_thread_num,offset)

555: #endif

556:          {

557:             my_thread_num = hypre_GetThreadNum();

558:             offset =  y_size*my_thread_num;

559: #ifdef HYPRE_USING_OPENMP

560: #pragma omp for HYPRE_SMP_SCHEDULE

561: #endif

562:             for (i = 0; i < num_rows; i++)

563:             {

564:                for (jj = A_i[i]; jj < A_i[i+1]; jj++)

565:                {

566:                   j = A_j[jj];

567:                   y_data_expand[offset + j] += A_data[jj] * x_data[i];

[...]

573: #pragma omp for HYPRE_SMP_SCHEDULE

574: #endif

575:             for (i = 0; i < y_size; i++)

576:             {

577:                for (j = 0; j < num_threads; j++)

578:                {

579:                   y_data[i] += y_data_expand[j*y_size + i];

0x4a28f0 SUB	SP, SP, #160

0x4a28f4 STP	X29, X30, [SP, #64]

0x4a28f8 STP	X28, X27, [SP, #80]

0x4a28fc STP	X26, X25, [SP, #96]

0x4a2900 STP	X24, X23, [SP, #112]

0x4a2904 STP	X22, X21, [SP, #128]

0x4a2908 STP	X20, X19, [SP, #144]

0x4a290c ADD	X29, SP, #64

0x4a2910 LDR	X8, [X29, #112]

0x4a2914 ORR	X22, XZR, X7

0x4a2918 ORR	X20, XZR, X6

0x4a291c ORR	X23, XZR, X5

0x4a2920 ORR	X24, XZR, X4

0x4a2924 ORR	X19, XZR, X3

0x4a2928 ORR	X21, XZR, X2

0x4a292c ORR	X26, XZR, X0

0x4a2930 STR	X8, [SP, #16]

0x4a2934 LDR	X8, [X29, #104]

0x4a2938 STR	X8, [SP, #24]

0x4a293c LDR	X27, [X29, #96]

0x4a2940 BL	4aae50

0x4a2944 LDR	X8, [X19]

0x4a2948 LDR	W19, [X26]

0x4a294c SUBS	X28, X8, #1

0x4a2950 B.LT	4a29bc

0x4a2954 LDR	X26, [X21]

0x4a2958 ORR	X25, XZR, X0

0x4a295c MOVZ	W8, #1

0x4a2960 ADRP	X0,

0x4a2964 ADD	X0, X0, #1368

0x4a2968 SUB	X3, X29, #28

0x4a296c SUB	X4, X29, #8

0x4a2970 SUB	X5, X29, #16

0x4a2974 STP	X28, XZR, [X29, #1008]

0x4a2978 STUR	WZR, [X29, #484]

0x4a297c ORR	W1, WZR, W19

0x4a2980 STUR	X8, [X29, #488]

0x4a2984 SUB	X6, X29, #24

0x4a2988 MOVZ	W2, #34

0x4a298c MOVZ	W7, #1

0x4a2990 STR	X8, [SP]

0x4a2994 BL	40f4e0

0x4a2998 LDP	X8, X9, [X29, #1008]

0x4a299c CMP	X8, X28

0x4a29a0 CSEL	X8, X8, X28, #11

0x4a29a4 CMP	X9, X8

0x4a29a8 B.LE	4a2bfc

0x4a29ac ADRP	X0,

0x4a29b0 ADD	X0, X0, #1392

0x4a29b4 ORR	W1, WZR, W19

0x4a29b8 BL	40f3a0

0x4a29bc ADRP	X0,

0x4a29c0 ADD	X0, X0, #1416

0x4a29c4 ORR	W1, WZR, W19

0x4a29c8 BL	40f890

0x4a29cc LDR	X21, [X21]

0x4a29d0 SUBS	X22, X21, #1

0x4a29d4 B.LT	4a2bd0

0x4a29d8 MOVZ	W8, #1

0x4a29dc ADRP	X0,

0x4a29e0 ADD	X0, X0, #1440

0x4a29e4 SUB	X3, X29, #28

0x4a29e8 SUB	X4, X29, #8

0x4a29ec SUB	X5, X29, #16

0x4a29f0 STP	X22, XZR, [X29, #1008]

0x4a29f4 STUR	WZR, [X29, #484]

0x4a29f8 ORR	W1, WZR, W19

0x4a29fc STUR	X8, [X29, #488]

0x4a2a00 SUB	X6, X29, #24

0x4a2a04 MOVZ	W2, #34

0x4a2a08 MOVZ	W7, #1

0x4a2a0c STR	X8, [SP]

0x4a2a10 BL	40f4e0

0x4a2a14 LDP	X8, X9, [X29, #1008]

0x4a2a18 CMP	X8, X22

0x4a2a1c CSEL	X8, X8, X22, #11

0x4a2a20 CMP	X9, X8

0x4a2a24 B.GT	4a2bc0

0x4a2a28 LDR	X10, [SP, #24]

0x4a2a2c LDR	X10, [X10]

0x4a2a30 CMP	X10, #1

0x4a2a34 B.LT	4a2bc0

0x4a2a38 LDR	X11, [SP, #16]

0x4a2a3c LDR	X14, [X20]

0x4a2a40 ADD	X13, X10, X8

0x4a2a44 UBFM	X15, X9, #61, #60

0x4a2a48 PTRUE	P0.D, ALL

0x4a2a4c ADDVL	X15, X15, #1

0x4a2a50 LDR	X11, [X11]

0x4a2a54 ADD	X18, X14, X13,LSL #3

0x4a2a58 CNTW	X13, ALL

0x4a2a5c CMP	X10, X13

0x4a2a60 CCMP	X21, #1, #0, #2

0x4a2a64 ADD	X16, X11, X9,LSL #3

0x4a2a68 ADD	X12, X11, X8,LSL #3

0x4a2a6c CSINC	W0, WZR, WZR, #1

0x4a2a70 ADD	X17, X12, #8

0x4a2a74 ADD	X12, X14, X9,LSL #3

0x4a2a78 CMP	X16, X18

0x4a2a7c ADD	X14, X14, X15

0x4a2a80 UBFM	X15, X21, #61, #60

0x4a2a84 UBFM	X16, X21, #59, #58

0x4a2a88 CCMP	X12, X17, #2, #3

0x4a2a8c CSINC	W17, WZR, WZR, #2

0x4a2a90 ORN	W17, W17, W0

0x4a2a94 B	4a2ab8

0x4a2a98 HINT	#0

0x4a2a9c HINT	#0

(3614) 0x4a2aa0 ADD	X18, X9, #1

(3614) 0x4a2aa4 ADD	X14, X14, #8

(3614) 0x4a2aa8 ADD	X12, X12, #8

(3614) 0x4a2aac CMP	X9, X8

(3614) 0x4a2ab0 ORR	X9, XZR, X18

(3614) 0x4a2ab4 B.EQ	4a2bc0

(3614) 0x4a2ab8 LDR	D0, [X11, X9,LSL #3]

(3614) 0x4a2abc TBZ	W17, #0, 4a2ac8

(3614) 0x4a2ac0 ORR	X18, XZR, XZR

(3614) 0x4a2ac4 B	4a2b08

(3614) 0x4a2ac8 SUB	X18, XZR, X13

(3614) 0x4a2acc ORR	X0, XZR, XZR

(3614) 0x4a2ad0 AND	X18, X10, X18

(3614) 0x4a2ad4 HINT	#0

(3614) 0x4a2ad8 HINT	#0

(3614) 0x4a2adc HINT	#0

  (3613) 0x4a2ae0 LD1D	{Z1.D}, P0/Z, [X12, X0,LSL #3]

  (3613) 0x4a2ae4 LD1D	{Z2.D}, P0/Z, [X14, X0,LSL #3]

  (3613) 0x4a2ae8 INCW	X0, ALL

  (3613) 0x4a2aec FADDA	D0, P0, D0, Z1.D

  (3613) 0x4a2af0 FADDA	D0, P0, D0, Z2.D

  (3613) 0x4a2af4 CMP	X18, X0

  (3613) 0x4a2af8 B.NE	4a2ae0

(3614) 0x4a2afc STR	D0, [X11, X9,LSL #3]

(3614) 0x4a2b00 CMP	X10, X18

(3614) 0x4a2b04 B.EQ	4a2aa0

(3614) 0x4a2b08 SUB	W0, W10, W18

(3614) 0x4a2b0c ANDS	X1, X0, #4160

(3614) 0x4a2b10 B.EQ	4a2b4c

(3614) 0x4a2b14 MADD	X2, X15, X18, XZR

(3614) 0x4a2b18 ORR	X0, XZR, X18

(3614) 0x4a2b1c HINT	#0

  (3616) 0x4a2b20 LDR	D1, [X12, X2]

  (3616) 0x4a2b24 ADD	X0, X0, #1

  (3616) 0x4a2b28 ADD	X2, X2, X15

  (3616) 0x4a2b2c SUBS	X1, X1, #1

  (3616) 0x4a2b30 FADD	D0, D1, D0

  (3616) 0x4a2b34 STR	D0, [X11, X9,LSL #3]

  (3616) 0x4a2b38 B.NE	4a2b20

(3614) 0x4a2b3c SUB	X18, X18, X10

(3614) 0x4a2b40 CMN	X18, #4

(3614) 0x4a2b44 B.HI	4a2aa0

(3614) 0x4a2b48 B	4a2b5c

(3614) 0x4a2b4c ORR	X0, XZR, X18

(3614) 0x4a2b50 SUB	X18, X18, X10

(3614) 0x4a2b54 CMN	X18, #4

(3614) 0x4a2b58 B.HI	4a2aa0

(3614) 0x4a2b5c ADD	X1, X0, #3

(3614) 0x4a2b60 ADD	X2, X0, #2

(3614) 0x4a2b64 SUB	X18, X10, X0

(3614) 0x4a2b68 MADD	X3, X15, X0, X15

(3614) 0x4a2b6c MADD	X0, X15, X0, XZR

(3614) 0x4a2b70 ORR	X4, XZR, X12

(3614) 0x4a2b74 MADD	X1, X15, X1, XZR

(3614) 0x4a2b78 MADD	X2, X15, X2, XZR

(3614) 0x4a2b7c HINT	#0

  (3615) 0x4a2b80 LDR	D1, [X4, X0]

  (3615) 0x4a2b84 SUBS	X18, X18, #4

  (3615) 0x4a2b88 FADD	D0, D1, D0

  (3615) 0x4a2b8c STR	D0, [X11, X9,LSL #3]

  (3615) 0x4a2b90 LDR	D1, [X4, X3]

  (3615) 0x4a2b94 FADD	D0, D1, D0

  (3615) 0x4a2b98 STR	D0, [X11, X9,LSL #3]

  (3615) 0x4a2b9c LDR	D1, [X4, X2]

  (3615) 0x4a2ba0 FADD	D0, D1, D0

  (3615) 0x4a2ba4 STR	D0, [X11, X9,LSL #3]

  (3615) 0x4a2ba8 LDR	D1, [X4, X1]

  (3615) 0x4a2bac ADD	X4, X4, X16

  (3615) 0x4a2bb0 FADD	D0, D1, D0

  (3615) 0x4a2bb4 STR	D0, [X11, X9,LSL #3]

  (3615) 0x4a2bb8 B.NE	4a2b80

(3614) 0x4a2bbc B	4a2aa0

0x4a2bc0 ADRP	X0,

0x4a2bc4 ADD	X0, X0, #1464

0x4a2bc8 ORR	W1, WZR, W19

0x4a2bcc BL	40f3a0

0x4a2bd0 ADRP	X0,

0x4a2bd4 ADD	X0, X0, #1488

0x4a2bd8 ORR	W1, WZR, W19

0x4a2bdc LDP	X20, X19, [SP, #144]

0x4a2be0 LDP	X22, X21, [SP, #128]

0x4a2be4 LDP	X24, X23, [SP, #112]

0x4a2be8 LDP	X26, X25, [SP, #96]

0x4a2bec LDP	X28, X27, [SP, #80]

0x4a2bf0 LDP	X29, X30, [SP, #64]

0x4a2bf4 ADD	SP, SP, #160

0x4a2bf8 B	40f890

0x4a2bfc LDR	X10, [X24]

0x4a2c00 LDR	X11, [X23]

0x4a2c04 LDR	X12, [X22]

0x4a2c08 MADD	X14, X26, X25, XZR

0x4a2c0c ADD	X17, X11, #16

0x4a2c10 LDR	X15, [X20]

0x4a2c14 LDR	X13, [X27]

0x4a2c18 LDR	X16, [X10, X9,LSL #3]

0x4a2c1c ADD	X14, X15, X14,LSL #3

0x4a2c20 ADD	X15, X12, #16

0x4a2c24 B	4a2c34

(3617) 0x4a2c28 CMP	X9, X8

(3617) 0x4a2c2c ORR	X9, XZR, X18

(3617) 0x4a2c30 B.EQ	4a29ac

(3617) 0x4a2c34 ADD	X18, X9, #1

(3617) 0x4a2c38 ORR	X0, XZR, X16

(3617) 0x4a2c3c LDR	X16, [X10, X18,LSL #3]

(3617) 0x4a2c40 SUBS	X1, X0, X16

(3617) 0x4a2c44 B.GE	4a2c28

(3617) 0x4a2c48 SUB	W2, W16, W0

(3617) 0x4a2c4c ANDS	X2, X2, #4160

(3617) 0x4a2c50 B.EQ	4a2c84

(3617) 0x4a2c54 HINT	#0

(3617) 0x4a2c58 HINT	#0

(3617) 0x4a2c5c HINT	#0

  (3619) 0x4a2c60 LDR	X3, [X11, X0,LSL #3]

  (3619) 0x4a2c64 LDR	D0, [X12, X0,LSL #3]

  (3619) 0x4a2c68 LDR	D1, [X13, X9,LSL #3]

  (3619) 0x4a2c6c ADD	X0, X0, #1

  (3619) 0x4a2c70 SUBS	X2, X2, #1

  (3619) 0x4a2c74 LDR	D2, [X14, X3,LSL #3]

  (3619) 0x4a2c78 FMADD	D0, D0, D1, D2

  (3619) 0x4a2c7c STR	D0, [X14, X3,LSL #3]

  (3619) 0x4a2c80 B.NE	4a2c60

(3617) 0x4a2c84 CMN	X1, #4

(3617) 0x4a2c88 B.HI	4a2c28

(3617) 0x4a2c8c SUB	X1, X16, X0

(3617) 0x4a2c90 ADD	X2, X15, X0,LSL #3

(3617) 0x4a2c94 ADD	X0, X17, X0,LSL #3

(3617) 0x4a2c98 HINT	#0

(3617) 0x4a2c9c HINT	#0

  (3618) 0x4a2ca0 LDUR	X3, [X0, #496]

  (3618) 0x4a2ca4 LDUR	D0, [X2, #496]

  (3618) 0x4a2ca8 LDR	D1, [X13, X9,LSL #3]

  (3618) 0x4a2cac SUBS	X1, X1, #4

  (3618) 0x4a2cb0 LDR	D2, [X14, X3,LSL #3]

  (3618) 0x4a2cb4 FMADD	D0, D0, D1, D2

  (3618) 0x4a2cb8 STR	D0, [X14, X3,LSL #3]

  (3618) 0x4a2cbc LDUR	X3, [X0, #504]

  (3618) 0x4a2cc0 LDUR	D0, [X2, #504]

  (3618) 0x4a2cc4 LDR	D1, [X13, X9,LSL #3]

  (3618) 0x4a2cc8 LDR	D2, [X14, X3,LSL #3]

  (3618) 0x4a2ccc FMADD	D0, D0, D1, D2

  (3618) 0x4a2cd0 STR	D0, [X14, X3,LSL #3]

  (3618) 0x4a2cd4 LDR	X3, [X0]

  (3618) 0x4a2cd8 LDR	D0, [X2]

  (3618) 0x4a2cdc LDR	D1, [X13, X9,LSL #3]

  (3618) 0x4a2ce0 LDR	D2, [X14, X3,LSL #3]

  (3618) 0x4a2ce4 FMADD	D0, D0, D1, D2

  (3618) 0x4a2ce8 STR	D0, [X14, X3,LSL #3]

  (3618) 0x4a2cec LDR	X3, [X0, #8]

  (3618) 0x4a2cf0 LDR	D0, [X2, #8]

  (3618) 0x4a2cf4 LDR	D1, [X13, X9,LSL #3]

  (3618) 0x4a2cf8 ADD	X2, X2, #32

  (3618) 0x4a2cfc ADD	X0, X0, #32

  (3618) 0x4a2d00 LDR	D2, [X14, X3,LSL #3]

  (3618) 0x4a2d04 FMADD	D0, D0, D1, D2

  (3618) 0x4a2d08 STR	D0, [X14, X3,LSL #3]

  (3618) 0x4a2d0c B.NE	4a2ca0

(3617) 0x4a2d10 B	4a2c28

0x4a2d14 HINT	#0

0x4a2d18 HINT	#0

0x4a2d1c HINT	#0

Coverage (%)	Name	Source Location	Module
○100.00	__kmp_invoke_microtask		libomp.so

min	med	avg	max

Percentile Index	10	20	30	40	50	60	70	80	90	100
Value

min	med	avg	max

Percentile Index	10	20	30	40	50	60	70	80	90	100
Value

Path /

Average path: Display a virtual path defined by average values of all real paths

The code analyzed by CQA in that panel excludes loops and represents 0.00% of application time for run orig_0

Source file and lines	csr_matvec.c:554-579
Module	exec

The function is defined in /home/hbollore/qaas/qaas-runs/174-161-6712/intel/AMG/build/AMG/AMG/seq_mv/csr_matvec.c:554-567,573-579.

Warnings:
Ignoring paths for analysis

gain
potential
hint
expert

Code clean check

Detected a slowdown caused by scalar integer instructions (typically used for address computation). By removing them, you can lower the cost of an iteration from 16.50 to 1.17 cycles (14.14x speedup).

Workaround

Try to reorganize arrays of structures to structures of arrays
Consider to permute loops (see vectorization gain report)

Vectorization

Your function is not vectorized. Only 50% of vector register length is used (average across all VPU instructions). By vectorizing your function, you can lower the cost of an iteration from 16.50 to 12.19 cycles (1.35x speedup).

Details

All VPU instructions are used in scalar version (process only one data element in vector registers). Since your execution units are vector units, only a vectorized function can use their full power.

Workaround

Try another compiler or update/tune your current one
Make array accesses unit-stride:
- If your function streams arrays of structures (AoS), try to use structures of arrays instead (SoA): for(i) a[i].x = b[i].x; (slow, non stride 1) => for(i) a.x[i] = b.x[i]; (fast, stride 1)

Expensive FP math instructions/calls

Detected performance impact from expensive FP math instructions/calls. By removing/reexpressing them, you can lower the cost of an iteration from 16.50 to 3.00 cycles (5.50x speedup).

Matching between your function (in the source code) and the binary function

The binary function does not contain any FP arithmetical operations. The binary function is loading 268 bytes. The binary function is storing 184 bytes.

General properties

nb instructions	137
loop length	548
nb stack references	0

Front-end

FIT IN UOP CACHE

front end

16.50 cycles

Back-end

	P0	P1	P2	P3	P4	P5	P6	P7	P8	P9	P10	P11	P12	P13	P14	P15	P16
uops	7.00	7.00	13.75	13.75	13.67	13.67	13.58	13.58	0.00	0.00	0.00	0.00	14.00	14.00	14.00	8.00	8.00
cycles	7.00	7.00	13.75	13.75	13.67	13.67	13.58	13.58	0.00	0.00	0.00	0.00	14.00	14.00	14.00	8.00	8.00

Execution ports to units layout:

P0: BRU
P1: BRU
P2: ALU
P3: ALU
P4: ALU
P5: ALU
P6: ALU
P7: ALU
P8 (128 bits): VPU, FP store data, ALU, DIV/SQRT
P9 (128 bits): VPU, ALU, FP store data
P10 (128 bits): VPU, ALU, DIV/SQRT
P11 (128 bits): ALU, VPU
P12 (256 bits): store address, load
P13 (256 bits): store address, load
P14 (256 bits): load
P15 (64 bits): store data
P16 (64 bits): store data

Cycles executing div or sqrt instructions

Cycles summary

Front-end	16.50
Overall L1	16.50

Vectorization ratios

all	0%
load	0%
store	0%
mul	NA (no mul vectorizable/vectorized instructions)
add-sub	0%
fma	0%
div/sqrt	NA (no div/sqrt vectorizable/vectorized instructions)
other	0%

Cycles and memory resources usage

Assuming all data fit into the L1 cache, each call to the function takes 16.50 cycles. At this rate:

16% of peak load performance is reached (16.24 out of 96.00 bytes loaded per cycle (GB/s @ 1GHz))
23% of peak store performance is reached (11.15 out of 48.00 bytes stored per cycle (GB/s @ 1GHz))

ASM code

In the binary file, the address of the function is: 4a28f0

Instruction	Nb FU	P0	P1	P2	P3	P4	P5	P6	P7	P8	P9	P10	P11	P12	P13	P14	P15	P16	Latency	Recip. throughput	Vectorization
SUB SP, SP, #160	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	N/A
STP X29, X30, [SP, #64]	1	0	0	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0.50	0.50	1	0.50	scal (100.0%)
STP X28, X27, [SP, #80]	1	0	0	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0.50	0.50	1	0.50	scal (100.0%)
STP X26, X25, [SP, #96]	1	0	0	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0.50	0.50	1	0.50	scal (100.0%)
STP X24, X23, [SP, #112]	1	0	0	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0.50	0.50	1	0.50	scal (100.0%)
STP X22, X21, [SP, #128]	1	0	0	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0.50	0.50	1	0.50	scal (100.0%)
STP X20, X19, [SP, #144]	1	0	0	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0.50	0.50	1	0.50	scal (100.0%)
ADD X29, SP, #64	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	N/A
LDR X8, [X29, #112]	1	0	0	0	0	0	0	0	0	0	0	0	0	0.33	0.33	0.33	0	0	4	0.33	scal (50.0%)
ORR X22, XZR, X7	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	N/A
ORR X20, XZR, X6	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	N/A
ORR X23, XZR, X5	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	N/A
ORR X24, XZR, X4	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	N/A
ORR X19, XZR, X3	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	N/A
ORR X21, XZR, X2	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	N/A
ORR X26, XZR, X0	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	N/A
STR X8, [SP, #16]	1	0	0	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0.50	0.50	1	0.50	scal (50.0%)
LDR X8, [X29, #104]	1	0	0	0	0	0	0	0	0	0	0	0	0	0.33	0.33	0.33	0	0	4	0.33	scal (50.0%)
STR X8, [SP, #24]	1	0	0	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0.50	0.50	1	0.50	scal (50.0%)
LDR X27, [X29, #96]	1	0	0	0	0	0	0	0	0	0	0	0	0	0.33	0.33	0.33	0	0	4	0.33	N/A
BL 4aae50 <hypre_GetThreadNum>	1	0.50	0.50	0.50	0.50	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0.50	N/A
LDR X8, [X19]	1	0	0	0	0	0	0	0	0	0	0	0	0	0.33	0.33	0.33	0	0	4	0.33	scal (50.0%)
LDR W19, [X26]	1	0	0	0	0	0	0	0	0	0	0	0	0	0.33	0.33	0.33	0	0	4	0.33	N/A
SUBS X28, X8, #1	1	0	0	0.25	0.25	0	0	0.25	0.25	0	0	0	0	0	0	0	0	0	1	0.33	scal (50.0%)
B.LT 4a29bc <hypre_CSRMatrixMatvecT.omp_outlined.24+0xcc>	1	0.50	0.50	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0.50	N/A
LDR X26, [X21]	1	0	0	0	0	0	0	0	0	0	0	0	0	0.33	0.33	0.33	0	0	4	0.33	N/A
ORR X25, XZR, X0	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	scal (50.0%)
MOVZ W8, #1	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	scal (25.0%)
ADRP X0, <4ef960>	1	0	0	0.25	0.25	0	0	0.25	0.25	0	0	0	0	0	0	0	0	0	1	0.25	scal (50.0%)
ADD X0, X0, #1368	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	scal (50.0%)
SUB X3, X29, #28	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	scal (50.0%)
SUB X4, X29, #8	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	scal (50.0%)
SUB X5, X29, #16	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	scal (50.0%)
STP X28, XZR, [X29, #1008]	1	0	0	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0.50	0.50	1	0.50	scal (100.0%)
STUR WZR, [X29, #484]	1	0	0	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0.50	0.50	1	0.50	scal (25.0%)
ORR W1, WZR, W19	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	scal (25.0%)
STUR X8, [X29, #488]	1	0	0	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0.50	0.50	1	0.50	scal (50.0%)
SUB X6, X29, #24	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	scal (50.0%)
MOVZ W2, #34	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	scal (25.0%)
MOVZ W7, #1	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	scal (25.0%)
STR X8, [SP]	1	0	0	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0.50	0.50	1	0.50	scal (50.0%)
BL 40f4e0 <@plt_start@+0x160>	1	0.50	0.50	0.50	0.50	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0.50	N/A
LDP X8, X9, [X29, #1008]	1	0	0	0	0	0	0	0	0	0	0	0	0	0.33	0.33	0.33	0	0	4	0.50	N/A
CMP X8, X28	1	0	0	0.25	0.25	0	0	0.25	0.25	0	0	0	0	0	0	0	0	0	1	0.33	scal (50.0%)
CSEL X8, X8, X28, #11	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	scal (50.0%)
CMP X9, X8	1	0	0	0.25	0.25	0	0	0.25	0.25	0	0	0	0	0	0	0	0	0	1	0.33	scal (50.0%)
B.LE 4a2bfc <hypre_CSRMatrixMatvecT.omp_outlined.24+0x30c>	1	0.50	0.50	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0.50	N/A
ADRP X0, <4ef9ac>	1	0	0	0.25	0.25	0	0	0.25	0.25	0	0	0	0	0	0	0	0	0	1	0.25	scal (50.0%)
ADD X0, X0, #1392	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	scal (50.0%)
ORR W1, WZR, W19	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	scal (25.0%)
BL 40f3a0 <@plt_start@+0x20>	1	0.50	0.50	0.50	0.50	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0.50	N/A
ADRP X0, <4ef9bc>	1	0	0	0.25	0.25	0	0	0.25	0.25	0	0	0	0	0	0	0	0	0	1	0.25	scal (50.0%)
ADD X0, X0, #1416	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	scal (50.0%)
ORR W1, WZR, W19	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	scal (25.0%)
BL 40f890 <@plt_start@+0x510>	1	0.50	0.50	0.50	0.50	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0.50	N/A
LDR X21, [X21]	1	0	0	0	0	0	0	0	0	0	0	0	0	0.33	0.33	0.33	0	0	4	0.33	N/A
SUBS X22, X21, #1	1	0	0	0.25	0.25	0	0	0.25	0.25	0	0	0	0	0	0	0	0	0	1	0.33	N/A
B.LT 4a2bd0 <hypre_CSRMatrixMatvecT.omp_outlined.24+0x2e0>	1	0.50	0.50	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0.50	N/A
MOVZ W8, #1	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	scal (25.0%)
ADRP X0, <4ef9dc>	1	0	0	0.25	0.25	0	0	0.25	0.25	0	0	0	0	0	0	0	0	0	1	0.25	scal (50.0%)
ADD X0, X0, #1440	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	scal (50.0%)
SUB X3, X29, #28	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	scal (50.0%)
SUB X4, X29, #8	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	scal (50.0%)
SUB X5, X29, #16	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	scal (50.0%)
STP X22, XZR, [X29, #1008]	1	0	0	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0.50	0.50	1	0.50	scal (100.0%)
STUR WZR, [X29, #484]	1	0	0	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0.50	0.50	1	0.50	scal (25.0%)
ORR W1, WZR, W19	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	scal (25.0%)
STUR X8, [X29, #488]	1	0	0	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0.50	0.50	1	0.50	scal (50.0%)
SUB X6, X29, #24	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	scal (50.0%)
MOVZ W2, #34	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	scal (25.0%)
MOVZ W7, #1	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	scal (25.0%)
STR X8, [SP]	1	0	0	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0.50	0.50	1	0.50	scal (50.0%)
BL 40f4e0 <@plt_start@+0x160>	1	0.50	0.50	0.50	0.50	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0.50	N/A
LDP X8, X9, [X29, #1008]	1	0	0	0	0	0	0	0	0	0	0	0	0	0.33	0.33	0.33	0	0	4	0.50	N/A
CMP X8, X22	1	0	0	0.25	0.25	0	0	0.25	0.25	0	0	0	0	0	0	0	0	0	1	0.33	scal (50.0%)
CSEL X8, X8, X22, #11	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	scal (50.0%)
CMP X9, X8	1	0	0	0.25	0.25	0	0	0.25	0.25	0	0	0	0	0	0	0	0	0	1	0.33	scal (50.0%)
B.GT 4a2bc0 <hypre_CSRMatrixMatvecT.omp_outlined.24+0x2d0>	1	0.50	0.50	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0.50	N/A
LDR X10, [SP, #24]	1	0	0	0	0	0	0	0	0	0	0	0	0	0.33	0.33	0.33	0	0	4	0.33	N/A
LDR X10, [X10]	1	0	0	0	0	0	0	0	0	0	0	0	0	0.33	0.33	0.33	0	0	4	0.33	N/A
CMP X10, #1	1	0	0	0.25	0.25	0	0	0.25	0.25	0	0	0	0	0	0	0	0	0	1	0.33	scal (50.0%)
B.LT 4a2bc0 <hypre_CSRMatrixMatvecT.omp_outlined.24+0x2d0>	1	0.50	0.50	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0.50	N/A
LDR X11, [SP, #16]	1	0	0	0	0	0	0	0	0	0	0	0	0	0.33	0.33	0.33	0	0	4	0.33	N/A
LDR X14, [X20]	1	0	0	0	0	0	0	0	0	0	0	0	0	0.33	0.33	0.33	0	0	4	0.33	scal (50.0%)
ADD X13, X10, X8	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	scal (50.0%)
UBFM X15, X9, #61, #60	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	N/A
PTRUE P0.D, ALL	1	0	0	0	0	0	0	0.50	0.50	0	0	0	0	0	0	0	0	0	2	0.50	scal (100.0%)
ADDVL X15, X15, #1	1	0	0	0	0	0	0	0.50	0.50	0	0	0	0	0	0	0	0	0	2	0.50	N/A
LDR X11, [X11]	1	0	0	0	0	0	0	0	0	0	0	0	0	0.33	0.33	0.33	0	0	4	0.33	N/A
ADD X18, X14, X13,LSL #3	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	scal (50.0%)
CNTW X13, ALL	1	0	0	0	0	0	0	0.50	0.50	0	0	0	0	0	0	0	0	0	2	0.50	scal (50.0%)
CMP X10, X13	1	0	0	0.25	0.25	0	0	0.25	0.25	0	0	0	0	0	0	0	0	0	1	0.33	scal (50.0%)
CCMP X21, #1, #0, #2	1	0	0	0.25	0.25	0	0	0.25	0.25	0	0	0	0	0	0	0	0	0	1	1	scal (50.0%)
ADD X16, X11, X9,LSL #3	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	scal (50.0%)
ADD X12, X11, X8,LSL #3	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	N/A
CSINC W0, WZR, WZR, #1	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	scal (25.0%)
ADD X17, X12, #8	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	scal (50.0%)
ADD X12, X14, X9,LSL #3	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	N/A
CMP X16, X18	1	0	0	0.25	0.25	0	0	0.25	0.25	0	0	0	0	0	0	0	0	0	1	0.33	scal (50.0%)
ADD X14, X14, X15	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	scal (50.0%)
UBFM X15, X21, #61, #60	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	N/A
UBFM X16, X21, #59, #58	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	scal (50.0%)
CCMP X12, X17, #2, #3	1	0	0	0.25	0.25	0	0	0.25	0.25	0	0	0	0	0	0	0	0	0	1	1	scal (50.0%)
CSINC W17, WZR, WZR, #2	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	scal (25.0%)
ORN W17, W17, W0	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	scal (25.0%)
B 4a2ab8 <hypre_CSRMatrixMatvecT.omp_outlined.24+0x1c8>	1	0.50	0.50	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0.50	N/A
HINT #0																					N/A
HINT #0																					N/A
ADRP X0, <4efbc0>	1	0	0	0.25	0.25	0	0	0.25	0.25	0	0	0	0	0	0	0	0	0	1	0.25	scal (50.0%)
ADD X0, X0, #1464	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	scal (50.0%)
ORR W1, WZR, W19	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	scal (25.0%)
BL 40f3a0 <@plt_start@+0x20>	1	0.50	0.50	0.50	0.50	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0.50	N/A
ADRP X0, <4efbd0>	1	0	0	0.25	0.25	0	0	0.25	0.25	0	0	0	0	0	0	0	0	0	1	0.25	scal (50.0%)
ADD X0, X0, #1488	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	scal (50.0%)
ORR W1, WZR, W19	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	scal (25.0%)
LDP X20, X19, [SP, #144]	1	0	0	0	0	0	0	0	0	0	0	0	0	0.33	0.33	0.33	0	0	4	0.50	N/A
LDP X22, X21, [SP, #128]	1	0	0	0	0	0	0	0	0	0	0	0	0	0.33	0.33	0.33	0	0	4	0.50	N/A
LDP X24, X23, [SP, #112]	1	0	0	0	0	0	0	0	0	0	0	0	0	0.33	0.33	0.33	0	0	4	0.50	N/A
LDP X26, X25, [SP, #96]	1	0	0	0	0	0	0	0	0	0	0	0	0	0.33	0.33	0.33	0	0	4	0.50	N/A
LDP X28, X27, [SP, #80]	1	0	0	0	0	0	0	0	0	0	0	0	0	0.33	0.33	0.33	0	0	4	0.50	N/A
LDP X29, X30, [SP, #64]	1	0	0	0	0	0	0	0	0	0	0	0	0	0.33	0.33	0.33	0	0	4	0.50	N/A
ADD SP, SP, #160	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	N/A
B 40f890 <@plt_start@+0x510>	1	0.50	0.50	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0.50	N/A
LDR X10, [X24]	1	0	0	0	0	0	0	0	0	0	0	0	0	0.33	0.33	0.33	0	0	4	0.33	N/A
LDR X11, [X23]	1	0	0	0	0	0	0	0	0	0	0	0	0	0.33	0.33	0.33	0	0	4	0.33	N/A
LDR X12, [X22]	1	0	0	0	0	0	0	0	0	0	0	0	0	0.33	0.33	0.33	0	0	4	0.33	N/A
MADD X14, X26, X25, XZR	1	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	2	1	scal (50.0%)
ADD X17, X11, #16	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	scal (50.0%)
LDR X15, [X20]	1	0	0	0	0	0	0	0	0	0	0	0	0	0.33	0.33	0.33	0	0	4	0.33	N/A
LDR X13, [X27]	1	0	0	0	0	0	0	0	0	0	0	0	0	0.33	0.33	0.33	0	0	4	0.33	scal (50.0%)
LDR X16, [X10, X9,LSL #3]	1	0	0	0	0	0	0	0	0	0	0	0	0	0.33	0.33	0.33	0	0	4	0.33	scal (50.0%)
ADD X14, X15, X14,LSL #3	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	scal (50.0%)
ADD X15, X12, #16	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	N/A
B 4a2c34 <hypre_CSRMatrixMatvecT.omp_outlined.24+0x344>	1	0.50	0.50	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0.50	N/A
HINT #0																					N/A
HINT #0																					N/A
HINT #0																					N/A

The code analyzed by CQA in that panel excludes loops and represents 0.00% of application time for run orig_0

Source file and lines	csr_matvec.c:554-579
Module	exec

The function is defined in /home/hbollore/qaas/qaas-runs/174-161-6712/intel/AMG/build/AMG/AMG/seq_mv/csr_matvec.c:554-567,573-579.

Warnings:
Ignoring paths for analysis

gain
potential
hint
expert

Code clean check

Workaround

Try to reorganize arrays of structures to structures of arrays
Consider to permute loops (see vectorization gain report)

Vectorization

Details

All VPU instructions are used in scalar version (process only one data element in vector registers). Since your execution units are vector units, only a vectorized function can use their full power.

Workaround

Try another compiler or update/tune your current one
Make array accesses unit-stride:
- If your function streams arrays of structures (AoS), try to use structures of arrays instead (SoA): for(i) a[i].x = b[i].x; (slow, non stride 1) => for(i) a.x[i] = b.x[i]; (fast, stride 1)

Expensive FP math instructions/calls

Detected performance impact from expensive FP math instructions/calls. By removing/reexpressing them, you can lower the cost of an iteration from 16.50 to 3.00 cycles (5.50x speedup).

Matching between your function (in the source code) and the binary function

The binary function does not contain any FP arithmetical operations. The binary function is loading 268 bytes. The binary function is storing 184 bytes.

General properties

nb instructions	137
loop length	548
nb stack references	0

Front-end

FIT IN UOP CACHE

front end

16.50 cycles

Back-end

	P0	P1	P2	P3	P4	P5	P6	P7	P8	P9	P10	P11	P12	P13	P14	P15	P16
uops	7.00	7.00	13.75	13.75	13.67	13.67	13.58	13.58	0.00	0.00	0.00	0.00	14.00	14.00	14.00	8.00	8.00
cycles	7.00	7.00	13.75	13.75	13.67	13.67	13.58	13.58	0.00	0.00	0.00	0.00	14.00	14.00	14.00	8.00	8.00

Execution ports to units layout:

P0: BRU
P1: BRU
P2: ALU
P3: ALU
P4: ALU
P5: ALU
P6: ALU
P7: ALU
P8 (128 bits): VPU, FP store data, ALU, DIV/SQRT
P9 (128 bits): VPU, ALU, FP store data
P10 (128 bits): VPU, ALU, DIV/SQRT
P11 (128 bits): ALU, VPU
P12 (256 bits): store address, load
P13 (256 bits): store address, load
P14 (256 bits): load
P15 (64 bits): store data
P16 (64 bits): store data

Cycles executing div or sqrt instructions

Cycles summary

Front-end	16.50
Overall L1	16.50

Vectorization ratios

all	0%
load	0%
store	0%
mul	NA (no mul vectorizable/vectorized instructions)
add-sub	0%
fma	0%
div/sqrt	NA (no div/sqrt vectorizable/vectorized instructions)
other	0%

Cycles and memory resources usage

Assuming all data fit into the L1 cache, each call to the function takes 16.50 cycles. At this rate:

16% of peak load performance is reached (16.24 out of 96.00 bytes loaded per cycle (GB/s @ 1GHz))
23% of peak store performance is reached (11.15 out of 48.00 bytes stored per cycle (GB/s @ 1GHz))

ASM code

In the binary file, the address of the function is: 4a28f0

Instruction	Nb FU	P0	P1	P2	P3	P4	P5	P6	P7	P8	P9	P10	P11	P12	P13	P14	P15	P16	Latency	Recip. throughput	Vectorization
SUB SP, SP, #160	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	N/A
STP X29, X30, [SP, #64]	1	0	0	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0.50	0.50	1	0.50	scal (100.0%)
STP X28, X27, [SP, #80]	1	0	0	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0.50	0.50	1	0.50	scal (100.0%)
STP X26, X25, [SP, #96]	1	0	0	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0.50	0.50	1	0.50	scal (100.0%)
STP X24, X23, [SP, #112]	1	0	0	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0.50	0.50	1	0.50	scal (100.0%)
STP X22, X21, [SP, #128]	1	0	0	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0.50	0.50	1	0.50	scal (100.0%)
STP X20, X19, [SP, #144]	1	0	0	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0.50	0.50	1	0.50	scal (100.0%)
ADD X29, SP, #64	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	N/A
LDR X8, [X29, #112]	1	0	0	0	0	0	0	0	0	0	0	0	0	0.33	0.33	0.33	0	0	4	0.33	scal (50.0%)
ORR X22, XZR, X7	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	N/A
ORR X20, XZR, X6	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	N/A
ORR X23, XZR, X5	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	N/A
ORR X24, XZR, X4	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	N/A
ORR X19, XZR, X3	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	N/A
ORR X21, XZR, X2	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	N/A
ORR X26, XZR, X0	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	N/A
STR X8, [SP, #16]	1	0	0	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0.50	0.50	1	0.50	scal (50.0%)
LDR X8, [X29, #104]	1	0	0	0	0	0	0	0	0	0	0	0	0	0.33	0.33	0.33	0	0	4	0.33	scal (50.0%)
STR X8, [SP, #24]	1	0	0	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0.50	0.50	1	0.50	scal (50.0%)
LDR X27, [X29, #96]	1	0	0	0	0	0	0	0	0	0	0	0	0	0.33	0.33	0.33	0	0	4	0.33	N/A
BL 4aae50 <hypre_GetThreadNum>	1	0.50	0.50	0.50	0.50	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0.50	N/A
LDR X8, [X19]	1	0	0	0	0	0	0	0	0	0	0	0	0	0.33	0.33	0.33	0	0	4	0.33	scal (50.0%)
LDR W19, [X26]	1	0	0	0	0	0	0	0	0	0	0	0	0	0.33	0.33	0.33	0	0	4	0.33	N/A
SUBS X28, X8, #1	1	0	0	0.25	0.25	0	0	0.25	0.25	0	0	0	0	0	0	0	0	0	1	0.33	scal (50.0%)
B.LT 4a29bc <hypre_CSRMatrixMatvecT.omp_outlined.24+0xcc>	1	0.50	0.50	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0.50	N/A
LDR X26, [X21]	1	0	0	0	0	0	0	0	0	0	0	0	0	0.33	0.33	0.33	0	0	4	0.33	N/A
ORR X25, XZR, X0	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	scal (50.0%)
MOVZ W8, #1	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	scal (25.0%)
ADRP X0, <4ef960>	1	0	0	0.25	0.25	0	0	0.25	0.25	0	0	0	0	0	0	0	0	0	1	0.25	scal (50.0%)
ADD X0, X0, #1368	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	scal (50.0%)
SUB X3, X29, #28	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	scal (50.0%)
SUB X4, X29, #8	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	scal (50.0%)
SUB X5, X29, #16	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	scal (50.0%)
STP X28, XZR, [X29, #1008]	1	0	0	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0.50	0.50	1	0.50	scal (100.0%)
STUR WZR, [X29, #484]	1	0	0	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0.50	0.50	1	0.50	scal (25.0%)
ORR W1, WZR, W19	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	scal (25.0%)
STUR X8, [X29, #488]	1	0	0	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0.50	0.50	1	0.50	scal (50.0%)
SUB X6, X29, #24	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	scal (50.0%)
MOVZ W2, #34	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	scal (25.0%)
MOVZ W7, #1	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	scal (25.0%)
STR X8, [SP]	1	0	0	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0.50	0.50	1	0.50	scal (50.0%)
BL 40f4e0 <@plt_start@+0x160>	1	0.50	0.50	0.50	0.50	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0.50	N/A
LDP X8, X9, [X29, #1008]	1	0	0	0	0	0	0	0	0	0	0	0	0	0.33	0.33	0.33	0	0	4	0.50	N/A
CMP X8, X28	1	0	0	0.25	0.25	0	0	0.25	0.25	0	0	0	0	0	0	0	0	0	1	0.33	scal (50.0%)
CSEL X8, X8, X28, #11	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	scal (50.0%)
CMP X9, X8	1	0	0	0.25	0.25	0	0	0.25	0.25	0	0	0	0	0	0	0	0	0	1	0.33	scal (50.0%)
B.LE 4a2bfc <hypre_CSRMatrixMatvecT.omp_outlined.24+0x30c>	1	0.50	0.50	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0.50	N/A
ADRP X0, <4ef9ac>	1	0	0	0.25	0.25	0	0	0.25	0.25	0	0	0	0	0	0	0	0	0	1	0.25	scal (50.0%)
ADD X0, X0, #1392	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	scal (50.0%)
ORR W1, WZR, W19	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	scal (25.0%)
BL 40f3a0 <@plt_start@+0x20>	1	0.50	0.50	0.50	0.50	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0.50	N/A
ADRP X0, <4ef9bc>	1	0	0	0.25	0.25	0	0	0.25	0.25	0	0	0	0	0	0	0	0	0	1	0.25	scal (50.0%)
ADD X0, X0, #1416	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	scal (50.0%)
ORR W1, WZR, W19	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	scal (25.0%)
BL 40f890 <@plt_start@+0x510>	1	0.50	0.50	0.50	0.50	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0.50	N/A
LDR X21, [X21]	1	0	0	0	0	0	0	0	0	0	0	0	0	0.33	0.33	0.33	0	0	4	0.33	N/A
SUBS X22, X21, #1	1	0	0	0.25	0.25	0	0	0.25	0.25	0	0	0	0	0	0	0	0	0	1	0.33	N/A
B.LT 4a2bd0 <hypre_CSRMatrixMatvecT.omp_outlined.24+0x2e0>	1	0.50	0.50	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0.50	N/A
MOVZ W8, #1	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	scal (25.0%)
ADRP X0, <4ef9dc>	1	0	0	0.25	0.25	0	0	0.25	0.25	0	0	0	0	0	0	0	0	0	1	0.25	scal (50.0%)
ADD X0, X0, #1440	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	scal (50.0%)
SUB X3, X29, #28	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	scal (50.0%)
SUB X4, X29, #8	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	scal (50.0%)
SUB X5, X29, #16	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	scal (50.0%)
STP X22, XZR, [X29, #1008]	1	0	0	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0.50	0.50	1	0.50	scal (100.0%)
STUR WZR, [X29, #484]	1	0	0	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0.50	0.50	1	0.50	scal (25.0%)
ORR W1, WZR, W19	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	scal (25.0%)
STUR X8, [X29, #488]	1	0	0	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0.50	0.50	1	0.50	scal (50.0%)
SUB X6, X29, #24	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	scal (50.0%)
MOVZ W2, #34	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	scal (25.0%)
MOVZ W7, #1	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	scal (25.0%)
STR X8, [SP]	1	0	0	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0.50	0.50	1	0.50	scal (50.0%)
BL 40f4e0 <@plt_start@+0x160>	1	0.50	0.50	0.50	0.50	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0.50	N/A
LDP X8, X9, [X29, #1008]	1	0	0	0	0	0	0	0	0	0	0	0	0	0.33	0.33	0.33	0	0	4	0.50	N/A
CMP X8, X22	1	0	0	0.25	0.25	0	0	0.25	0.25	0	0	0	0	0	0	0	0	0	1	0.33	scal (50.0%)
CSEL X8, X8, X22, #11	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	scal (50.0%)
CMP X9, X8	1	0	0	0.25	0.25	0	0	0.25	0.25	0	0	0	0	0	0	0	0	0	1	0.33	scal (50.0%)
B.GT 4a2bc0 <hypre_CSRMatrixMatvecT.omp_outlined.24+0x2d0>	1	0.50	0.50	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0.50	N/A
LDR X10, [SP, #24]	1	0	0	0	0	0	0	0	0	0	0	0	0	0.33	0.33	0.33	0	0	4	0.33	N/A
LDR X10, [X10]	1	0	0	0	0	0	0	0	0	0	0	0	0	0.33	0.33	0.33	0	0	4	0.33	N/A
CMP X10, #1	1	0	0	0.25	0.25	0	0	0.25	0.25	0	0	0	0	0	0	0	0	0	1	0.33	scal (50.0%)
B.LT 4a2bc0 <hypre_CSRMatrixMatvecT.omp_outlined.24+0x2d0>	1	0.50	0.50	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0.50	N/A
LDR X11, [SP, #16]	1	0	0	0	0	0	0	0	0	0	0	0	0	0.33	0.33	0.33	0	0	4	0.33	N/A
LDR X14, [X20]	1	0	0	0	0	0	0	0	0	0	0	0	0	0.33	0.33	0.33	0	0	4	0.33	scal (50.0%)
ADD X13, X10, X8	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	scal (50.0%)
UBFM X15, X9, #61, #60	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	N/A
PTRUE P0.D, ALL	1	0	0	0	0	0	0	0.50	0.50	0	0	0	0	0	0	0	0	0	2	0.50	scal (100.0%)
ADDVL X15, X15, #1	1	0	0	0	0	0	0	0.50	0.50	0	0	0	0	0	0	0	0	0	2	0.50	N/A
LDR X11, [X11]	1	0	0	0	0	0	0	0	0	0	0	0	0	0.33	0.33	0.33	0	0	4	0.33	N/A
ADD X18, X14, X13,LSL #3	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	scal (50.0%)
CNTW X13, ALL	1	0	0	0	0	0	0	0.50	0.50	0	0	0	0	0	0	0	0	0	2	0.50	scal (50.0%)
CMP X10, X13	1	0	0	0.25	0.25	0	0	0.25	0.25	0	0	0	0	0	0	0	0	0	1	0.33	scal (50.0%)
CCMP X21, #1, #0, #2	1	0	0	0.25	0.25	0	0	0.25	0.25	0	0	0	0	0	0	0	0	0	1	1	scal (50.0%)
ADD X16, X11, X9,LSL #3	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	scal (50.0%)
ADD X12, X11, X8,LSL #3	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	N/A
CSINC W0, WZR, WZR, #1	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	scal (25.0%)
ADD X17, X12, #8	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	scal (50.0%)
ADD X12, X14, X9,LSL #3	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	N/A
CMP X16, X18	1	0	0	0.25	0.25	0	0	0.25	0.25	0	0	0	0	0	0	0	0	0	1	0.33	scal (50.0%)
ADD X14, X14, X15	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	scal (50.0%)
UBFM X15, X21, #61, #60	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	N/A
UBFM X16, X21, #59, #58	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	scal (50.0%)
CCMP X12, X17, #2, #3	1	0	0	0.25	0.25	0	0	0.25	0.25	0	0	0	0	0	0	0	0	0	1	1	scal (50.0%)
CSINC W17, WZR, WZR, #2	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	scal (25.0%)
ORN W17, W17, W0	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	scal (25.0%)
B 4a2ab8 <hypre_CSRMatrixMatvecT.omp_outlined.24+0x1c8>	1	0.50	0.50	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0.50	N/A
HINT #0																					N/A
HINT #0																					N/A
ADRP X0, <4efbc0>	1	0	0	0.25	0.25	0	0	0.25	0.25	0	0	0	0	0	0	0	0	0	1	0.25	scal (50.0%)
ADD X0, X0, #1464	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	scal (50.0%)
ORR W1, WZR, W19	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	scal (25.0%)
BL 40f3a0 <@plt_start@+0x20>	1	0.50	0.50	0.50	0.50	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0.50	N/A
ADRP X0, <4efbd0>	1	0	0	0.25	0.25	0	0	0.25	0.25	0	0	0	0	0	0	0	0	0	1	0.25	scal (50.0%)
ADD X0, X0, #1488	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	scal (50.0%)
ORR W1, WZR, W19	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	scal (25.0%)
LDP X20, X19, [SP, #144]	1	0	0	0	0	0	0	0	0	0	0	0	0	0.33	0.33	0.33	0	0	4	0.50	N/A
LDP X22, X21, [SP, #128]	1	0	0	0	0	0	0	0	0	0	0	0	0	0.33	0.33	0.33	0	0	4	0.50	N/A
LDP X24, X23, [SP, #112]	1	0	0	0	0	0	0	0	0	0	0	0	0	0.33	0.33	0.33	0	0	4	0.50	N/A
LDP X26, X25, [SP, #96]	1	0	0	0	0	0	0	0	0	0	0	0	0	0.33	0.33	0.33	0	0	4	0.50	N/A
LDP X28, X27, [SP, #80]	1	0	0	0	0	0	0	0	0	0	0	0	0	0.33	0.33	0.33	0	0	4	0.50	N/A
LDP X29, X30, [SP, #64]	1	0	0	0	0	0	0	0	0	0	0	0	0	0.33	0.33	0.33	0	0	4	0.50	N/A
ADD SP, SP, #160	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	N/A
B 40f890 <@plt_start@+0x510>	1	0.50	0.50	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0.50	N/A
LDR X10, [X24]	1	0	0	0	0	0	0	0	0	0	0	0	0	0.33	0.33	0.33	0	0	4	0.33	N/A
LDR X11, [X23]	1	0	0	0	0	0	0	0	0	0	0	0	0	0.33	0.33	0.33	0	0	4	0.33	N/A
LDR X12, [X22]	1	0	0	0	0	0	0	0	0	0	0	0	0	0.33	0.33	0.33	0	0	4	0.33	N/A
MADD X14, X26, X25, XZR	1	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	2	1	scal (50.0%)
ADD X17, X11, #16	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	scal (50.0%)
LDR X15, [X20]	1	0	0	0	0	0	0	0	0	0	0	0	0	0.33	0.33	0.33	0	0	4	0.33	N/A
LDR X13, [X27]	1	0	0	0	0	0	0	0	0	0	0	0	0	0.33	0.33	0.33	0	0	4	0.33	scal (50.0%)
LDR X16, [X10, X9,LSL #3]	1	0	0	0	0	0	0	0	0	0	0	0	0	0.33	0.33	0.33	0	0	4	0.33	scal (50.0%)
ADD X14, X15, X14,LSL #3	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	scal (50.0%)
ADD X15, X12, #16	1	0	0	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	1	0.17	N/A
B 4a2c34 <hypre_CSRMatrixMatvecT.omp_outlined.24+0x344>	1	0.50	0.50	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0.50	N/A
HINT #0																					N/A
HINT #0																					N/A
HINT #0																					N/A

Name	Coverage (%)	Time (s)
▼hypre_CSRMatrixMatvecT.omp_outlined.24–	1.02	0.19
▼Loop 3617 - csr_matvec.c:560-567 - exec–	0.12	0.02
○Loop 3619 - csr_matvec.c:564-567 - exec	0.55	0.09
○Loop 3618 - csr_matvec.c:564-567 - exec	0.13	0.02
▼Loop 3614 - csr_matvec.c:573-579 - exec–	0.00	0.00
○Loop 3615 - csr_matvec.c:577-579 - exec	0.23	0.04
○Loop 3616 - csr_matvec.c:577-579 - exec	0.00	0.00
○Loop 3613 - csr_matvec.c:577-579 - exec	0.00	0.00

Report Configuration

Code clean check

Workaround

Vectorization

Details

Workaround

Expensive FP math instructions/calls

Matching between your function (in the source code) and the binary function

General properties

Front-end

Back-end

Cycles summary

Vectorization ratios

Cycles and memory resources usage

ASM code

Code clean check

Workaround

Vectorization

Details

Workaround

Expensive FP math instructions/calls

Matching between your function (in the source code) and the binary function

General properties

Front-end

Back-end

Cycles summary

Vectorization ratios

Cycles and memory resources usage

ASM code