OV - exec - Loop 186

	Loop Id: 186	Module: exec	Source: advec_mom.cpp:96-100 [...]	Coverage: 2.78%

0x41db80 MOVPRFX	Z26, Z25

0x41db84 SDIV	Z26.D, P0/M, Z26.D, Z1.D

0x41db88 DECD	X3, ALL

0x41db8c MOVPRFX	Z27, Z25

0x41db90 MLS	Z27.D, P0/M, Z26.D, Z1.D

0x41db94 ADD	Z28.D, Z4.D, Z26.D

0x41db98 ADD	Z26.D, Z2.D, Z26.D

0x41db9c ADD	Z25.D, Z25.D, Z0.D

0x41dba0 SXTW	Z26.D, P0/M, Z26.D

0x41dba4 SXTW	Z28.D, P0/M, Z28.D

0x41dba8 MUL	Z8.D, Z5.D, Z26.D

0x41dbac MUL	Z10.D, Z6.D, Z26.D

0x41dbb0 MUL	Z29.D, Z5.D, Z28.D

0x41dbb4 MUL	Z28.D, Z6.D, Z28.D

0x41dbb8 ADD	Z27.D, Z3.D, Z27.D

0x41dbbc ADR	Z8.D, [Z18, Z8.D,LSL #3]    [16]

0x41dbc0 ADR	Z10.D, [Z19, Z10.D,LSL #3]    [19]

0x41dbc4 ADR	Z29.D, [Z18, Z29.D,LSL #3]    [16]

0x41dbc8 ADR	Z28.D, [Z19, Z28.D,LSL #3]    [19]

0x41dbcc ADR	Z9.D, [Z8, Z27.D,SXTW #3]    [9]

0x41dbd0 ADR	Z11.D, [Z10, Z27.D,SXTW #3]    [1]

0x41dbd4 ADR	Z30.D, [Z29, Z27.D,SXTW #3]    [23]

0x41dbd8 ADR	Z31.D, [Z28, Z27.D,SXTW #3]    [18]

0x41dbdc LD1D	{Z9.D}, P0/Z, [V9.D]    [11]

0x41dbe0 LD1D	{Z11.D}, P0/Z, [V11.D]    [6]

0x41dbe4 LD1D	{Z30.D}, P0/Z, [V30.D]    [5]

0x41dbe8 LD1D	{Z31.D}, P0/Z, [V31.D]    [7]

0x41dbec FMUL	Z9.D, Z9.D, Z11.D

0x41dbf0 FMAD	Z30.D, P0/M, Z31.D, Z9.D

0x41dbf4 ADR	Z31.D, [Z20, Z27.D,SXTW #3]    [2]

0x41dbf8 ADD	Z29.D, Z29.D, Z31.D

0x41dbfc ADD	Z28.D, Z28.D, Z31.D

0x41dc00 ADD	Z8.D, Z8.D, Z31.D

0x41dc04 LD1D	{Z29.D}, P0/Z, [V29.D]    [22]

0x41dc08 LD1D	{Z28.D}, P0/Z, [V28.D]    [17]

0x41dc0c FMAD	Z28.D, P0/M, Z29.D, Z30.D

0x41dc10 ADD	Z30.D, Z10.D, Z31.D

0x41dc14 LD1D	{Z29.D}, P0/Z, [V8.D]    [8]

0x41dc18 LD1D	{Z30.D}, P0/Z, [V30.D]    [4]

0x41dc1c FMLA	Z28.D, P0/M, Z29.D, Z30.D

0x41dc20 MUL	Z29.D, Z7.D, Z26.D

0x41dc24 FMUL	Z28.D, Z28.D, Z21.D

0x41dc28 ADR	Z29.D, [Z22, Z29.D,LSL #3]    [10]

0x41dc2c ADR	Z29.D, [Z29, Z27.D,SXTW #3]    [21]

0x41dc30 ST1D	{Z28.D}, P0, [V29.D]    [20]

0x41dc34 MUL	Z29.D, Z16.D, Z26.D

0x41dc38 MUL	Z26.D, Z17.D, Z26.D

0x41dc3c ADR	Z29.D, [Z23, Z29.D,LSL #3]    [12]

0x41dc40 ADR	Z26.D, [Z24, Z26.D,LSL #3]    [13]

0x41dc44 ADD	Z30.D, Z29.D, Z31.D

0x41dc48 ADR	Z29.D, [Z29, Z27.D,SXTW #3]    [25]

0x41dc4c ADR	Z26.D, [Z26, Z27.D,SXTW #3]    [15]

0x41dc50 LD1D	{Z30.D}, P0/Z, [V30.D]    [3]

0x41dc54 LD1D	{Z29.D}, P0/Z, [V29.D]    [24]

0x41dc58 FSUB	Z28.D, Z28.D, Z30.D

0x41dc5c FADD	Z28.D, Z28.D, Z29.D

0x41dc60 ST1D	{Z28.D}, P0, [V26.D]    [14]

0x41dc64 CBNZ	X3, 41db80

/home/hbollore/qaas/qaas-runs/174-169-1878/intel/CloverLeaf2.0-CXX/build/CloverLeaf2.0-CXX/src/omp/advec_mom.cpp: 96 - 100

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

96:       for (int j = (y_min + 1); j < (y_max + 1 + 2); j++) {

97:         for (int i = (x_min - 1 + 1); i < (x_max + 2 + 2); i++) {

98:           node_mass_post(i, j) = 0.25 * (density1(i + 0, j - 1) * post_vol(i + 0, j - 1) + density1(i, j) * post_vol(i, j) +

99:                                          density1(i - 1, j - 1) * post_vol(i - 1, j - 1) + density1(i - 1, j + 0) * post_vol(i - 1, j + 0));

100:           node_mass_pre(i, j) = node_mass_post(i, j) - node_flux(i - 1, j + 0) + node_flux(i, j);

/home/hbollore/qaas/qaas-runs/174-169-1878/intel/CloverLeaf2.0-CXX/build/CloverLeaf2.0-CXX/src/omp/context.h: 69 - 69

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

69:   T &operator()(size_t i, size_t j) const { return data[i + j * sizeX]; }

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 /

Metric	Value
CQA speedup if no scalar integer	1.00
CQA speedup if FP arith vectorized	1.00
CQA speedup if fully vectorized	1.18 - 1.00
CQA speedup if no inter-iteration dependency	NA
CQA speedup if next bottleneck killed	1.92 - 1.63
Bottlenecks	P8, P10,
Function	advec_mom_kernel(int, int, int, int, clover::Buffer2D&, clover::Buffer2D&, clover::Buffer2D&, clover::Buffer2D&, clover::Buffer2D&, clover::Buffer2D&, clover::Buffer2D&, clover::Buffer2D&, clover::Buffer2D&, clover::Buffer2D&, clover::Buffer2D&, clover::Buffer2D&, clover::Buffer2D&, clover::Buffer1D&, clover::Buffer1D&, int, int, int) [clone .omp_outlined.10]
Source	advec_mom.cpp:96-100,context.h:69-69
Source loop unroll info	unrolled by 2
Source loop unroll confidence level	max
Unroll/vectorization loop type	NA
Unroll factor	2
CQA cycles	12.25 - 20.00
CQA cycles if no scalar integer	12.25 - 20.00
CQA cycles if FP arith vectorized	12.25 - 20.00
CQA cycles if fully vectorized	10.38 - 20.00
Front-end cycles	6.38
P0 cycles	0.50
P1 cycles	0.50
P2 cycles	0.00
P3 cycles	0.00
P4 cycles	0.00
P5 cycles	0.00
P6 cycles	0.50
P7 cycles	0.50
P8 cycles	12.25
P9 cycles	12.25
P10 cycles	12.25
P11 cycles	12.25
P12 cycles	4.00
P13 cycles	4.00
P14 cycles	4.00
P15 cycles	0.00
P16 cycles	0.00
DIV/SQRT cycles	0.87 - 20.00
Inter-iter dependencies cycles	2
FE+BE cycles (UFS)	NA
Stall cycles (UFS)	NA
Nb insns	58.00
Nb uops	51.00
Nb loads	NA
Nb stores	2.00
Nb stack references	0.00
FLOP/cycle	1.63 - 1.00
Nb FLOP add-sub	4.00
Nb FLOP mul	4.00
Nb FLOP fma	6.00
Nb FLOP div	0.00
Nb FLOP rcp	0.00
Nb FLOP sqrt	0.00
Nb FLOP rsqrt	0.00
Bytes/cycle	9.60 - 15.67
Bytes prefetched	0.00
Bytes loaded	160.00
Bytes stored	32.00
Stride 0	0.00
Stride 1	0.00
Stride n	0.00
Stride unknown	17.00
Stride indirect	8.00
Vectorization ratio all	68.42
Vectorization ratio load	40.00
Vectorization ratio store	100.00
Vectorization ratio mul	100.00
Vectorization ratio add_sub	42.86
Vectorization ratio fma	100.00
Vectorization ratio div_sqrt	100.00
Vectorization ratio other	50.00
Vector-efficiency ratio all	85.96
Vector-efficiency ratio load	70.00
Vector-efficiency ratio store	100.00
Vector-efficiency ratio mul	100.00
Vector-efficiency ratio add_sub	71.43
Vector-efficiency ratio fma	100.00
Vector-efficiency ratio div_sqrt	100.00
Vector-efficiency ratio other	100.00

Metric	Value
CQA speedup if no scalar integer	1.00
CQA speedup if FP arith vectorized	1.00
CQA speedup if fully vectorized	1.18 - 1.00
CQA speedup if no inter-iteration dependency	NA
CQA speedup if next bottleneck killed	1.92 - 1.63
Bottlenecks	P8, P10,
Function	advec_mom_kernel(int, int, int, int, clover::Buffer2D&, clover::Buffer2D&, clover::Buffer2D&, clover::Buffer2D&, clover::Buffer2D&, clover::Buffer2D&, clover::Buffer2D&, clover::Buffer2D&, clover::Buffer2D&, clover::Buffer2D&, clover::Buffer2D&, clover::Buffer2D&, clover::Buffer2D&, clover::Buffer1D&, clover::Buffer1D&, int, int, int) [clone .omp_outlined.10]
Source	advec_mom.cpp:96-100,context.h:69-69
Source loop unroll info	unrolled by 2
Source loop unroll confidence level	max
Unroll/vectorization loop type	NA
Unroll factor	2
CQA cycles	12.25 - 20.00
CQA cycles if no scalar integer	12.25 - 20.00
CQA cycles if FP arith vectorized	12.25 - 20.00
CQA cycles if fully vectorized	10.38 - 20.00
Front-end cycles	6.38
P0 cycles	0.50
P1 cycles	0.50
P2 cycles	0.00
P3 cycles	0.00
P4 cycles	0.00
P5 cycles	0.00
P6 cycles	0.50
P7 cycles	0.50
P8 cycles	12.25
P9 cycles	12.25
P10 cycles	12.25
P11 cycles	12.25
P12 cycles	4.00
P13 cycles	4.00
P14 cycles	4.00
P15 cycles	0.00
P16 cycles	0.00
DIV/SQRT cycles	0.87 - 20.00
Inter-iter dependencies cycles	2
FE+BE cycles (UFS)	NA
Stall cycles (UFS)	NA
Nb insns	58.00
Nb uops	51.00
Nb loads	NA
Nb stores	2.00
Nb stack references	0.00
FLOP/cycle	1.63 - 1.00
Nb FLOP add-sub	4.00
Nb FLOP mul	4.00
Nb FLOP fma	6.00
Nb FLOP div	0.00
Nb FLOP rcp	0.00
Nb FLOP sqrt	0.00
Nb FLOP rsqrt	0.00
Bytes/cycle	9.60 - 15.67
Bytes prefetched	0.00
Bytes loaded	160.00
Bytes stored	32.00
Stride 0	0.00
Stride 1	0.00
Stride n	0.00
Stride unknown	17.00
Stride indirect	8.00
Vectorization ratio all	68.42
Vectorization ratio load	40.00
Vectorization ratio store	100.00
Vectorization ratio mul	100.00
Vectorization ratio add_sub	42.86
Vectorization ratio fma	100.00
Vectorization ratio div_sqrt	100.00
Vectorization ratio other	50.00
Vector-efficiency ratio all	85.96
Vector-efficiency ratio load	70.00
Vector-efficiency ratio store	100.00
Vector-efficiency ratio mul	100.00
Vector-efficiency ratio add_sub	71.43
Vector-efficiency ratio fma	100.00
Vector-efficiency ratio div_sqrt	100.00
Vector-efficiency ratio other	100.00

Path /

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

Function	advec_mom_kernel(int, int, int, int, clover::Buffer2D&, clover::Buffer2D&, clover::Buffer2D&, clover::Buffer2D&, clover::Buffer2D&, clover::Buffer2D&, clover::Buffer2D&, clover::Buffer2D&, clover::Buffer2D&, clover::Buffer2D&, clover::Buffer2D&, clover::Buffer2D&, clover::Buffer2D&, clover::Buffer1D&, clover::Buffer1D&, int, int, int) [clone .omp_outlined.10]
Source file and lines	advec_mom.cpp:96-100
Module	exec

The loop is defined in:

/home/hbollore/qaas/qaas-runs/174-169-1878/intel/CloverLeaf2.0-CXX/build/CloverLeaf2.0-CXX/src/omp/advec_mom.cpp:96-100
/home/hbollore/qaas/qaas-runs/174-169-1878/intel/CloverLeaf2.0-CXX/build/CloverLeaf2.0-CXX/src/omp/context.h:69

The related source loop is unrolled by 2 (including vectorization).

gain
potential
hint
expert

Vectorization

Your loop is partially vectorized. 85% of vector register length is used (average across all VPU instructions).

Details

68% of VPU instructions are used in vector version (process two or more data elements in vector registers):

40% of VPU loads are used in vector version.
42% of VPU addition or subtraction instructions are used in vector version.
50% of VPU instructions that are not load, store, addition, subtraction nor multiply instructions are used in vector version.

FMA

Detected 6 FMA (fused multiply-add) operations. Presence of both ADD/SUB and MUL operations.

Workaround

Try to change order in which elements are evaluated (using parentheses) in arithmetic expressions containing both ADD/SUB and MUL operations to enable your compiler to generate FMA instructions wherever possible. For instance a + b*c is a valid FMA (MUL then ADD). However (a+b)* c cannot be translated into an FMA (ADD then MUL).

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

The binary loop is composed of 20 FP arithmetical operations:

10: addition or subtraction (6 inside FMA instructions)
10: multiply (6 inside FMA instructions)

The binary loop is loading 160 bytes. The binary loop is storing 32 bytes.

Arithmetic intensity

Arithmetic intensity is 0.10 FP operations per loaded or stored byte.

General properties

nb instructions	58
loop length	232
nb stack references	0

Front-end

FIT IN UOP CACHE

front end

6.38 cycles

Back-end

	P0	P1	P2	P3	P4	P5	P6	P7	P8	P9	P10	P11	P12	P13	P14	P15	P16
uops	0.50	0.50	0.00	0.00	0.00	0.00	0.50	0.50	12.25	12.25	12.25	12.25	4.00	4.00	4.00	0.00	0.00
cycles	0.50	0.50	0.00	0.00	0.00	0.00	0.50	0.50	12.25	12.25	12.25	12.25	4.00	4.00	4.00	0.00	0.00

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	0.87-20.00
Longest recurrence chain latency (RecMII)	2.00

Cycles summary

Front-end	6.38
Data deps.	2.00
Overall L1	12.25-20.00

Vectorization ratios

INT

all	64%
load	40%
store	100%
mul	100%
add-sub	38%
fma	NA (no fma vectorizable/vectorized instructions)
other	60%

all	100%
load	NA (no load vectorizable/vectorized instructions)
store	NA (no store vectorizable/vectorized instructions)
mul	100%
add-sub	100%
fma	100%
div/sqrt	NA (no div/sqrt vectorizable/vectorized instructions)
other	NA (no other vectorizable/vectorized instructions)

INT+FP

all	68%
load	40%
store	100%
mul	100%
add-sub	42%
fma	100%
div/sqrt	100%
other	50%

Cycles and memory resources usage

Assuming all data fit into the L1 cache, each iteration of the binary loop takes 20.00 cycles. At this rate:

8% of peak load performance is reached (8.00 out of 96.00 bytes loaded per cycle (GB/s @ 1GHz))
3% of peak store performance is reached (1.60 out of 48.00 bytes stored per cycle (GB/s @ 1GHz))

ASM code

In the binary file, the address of the loop is: 41db80

Instruction	Nb FU	P0	P1	P2	P3	P4	P5	P6	P7	P8	P9	P10	P11	P12	P13	P14	P15	P16	Latency	Recip. throughput	Vectorization
MOVPRFX Z26, Z25	1	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	0	0	0	2	0.25	scal (100.0%)
SDIV Z26.D, P0/M, Z26.D, Z1.D	1	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	7-20	0.87-20	vect (100.0%)
DECD X3, 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%)
MOVPRFX Z27, Z25	1	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	0	0	0	2	0.25	scal (100.0%)
MLS Z27.D, P0/M, Z26.D, Z1.D	1	0	0	0	0	0	0	0	0	0.50	0	0.50	0	0	0	0	0	0	5	1	vect (100.0%)
ADD Z28.D, Z4.D, Z26.D	1	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	0	0	0	2	0.25	vect (100.0%)
ADD Z26.D, Z2.D, Z26.D	1	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	0	0	0	2	0.25	vect (100.0%)
ADD Z25.D, Z25.D, Z0.D	1	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	0	0	0	2	0.25	vect (100.0%)
SXTW Z26.D, P0/M, Z26.D	1	0	0	0	0	0	0	0	0	0	0.50	0	0.50	0	0	0	0	0	2	0.50	vect (100.0%)
SXTW Z28.D, P0/M, Z28.D	1	0	0	0	0	0	0	0	0	0	0.50	0	0.50	0	0	0	0	0	2	0.50	vect (100.0%)
MUL Z8.D, Z5.D, Z26.D																					vect (100.0%)
MUL Z10.D, Z6.D, Z26.D																					vect (100.0%)
MUL Z29.D, Z5.D, Z28.D																					vect (100.0%)
MUL Z28.D, Z6.D, Z28.D																					vect (100.0%)
ADD Z27.D, Z3.D, Z27.D	1	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	0	0	0	2	0.25	vect (100.0%)
ADR Z8.D, [Z18, Z8.D,LSL #3]	1	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	0	0	0	2	0.25	scal (50.0%)
ADR Z10.D, [Z19, Z10.D,LSL #3]	1	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	0	0	0	2	0.25	scal (50.0%)
ADR Z29.D, [Z18, Z29.D,LSL #3]	1	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	0	0	0	2	0.25	scal (50.0%)
ADR Z28.D, [Z19, Z28.D,LSL #3]	1	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	0	0	0	2	0.25	scal (50.0%)
ADR Z9.D, [Z8, Z27.D,SXTW #3]	1	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	0	0	0	2	0.25	scal (50.0%)
ADR Z11.D, [Z10, Z27.D,SXTW #3]	1	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	0	0	0	2	0.25	scal (50.0%)
ADR Z30.D, [Z29, Z27.D,SXTW #3]	1	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	0	0	0	2	0.25	scal (50.0%)
ADR Z31.D, [Z28, Z27.D,SXTW #3]	1	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	0	0	0	2	0.25	scal (50.0%)
LD1D {Z9.D}, P0/Z, [V9.D]	1	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0.33	0.33	0.33	0	0	9	1	vect (100.0%)
LD1D {Z11.D}, P0/Z, [V11.D]	1	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0.33	0.33	0.33	0	0	9	1	vect (100.0%)
LD1D {Z30.D}, P0/Z, [V30.D]	1	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0.33	0.33	0.33	0	0	9	1	vect (100.0%)
LD1D {Z31.D}, P0/Z, [V31.D]	1	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0.33	0.33	0.33	0	0	9	1	vect (100.0%)
FMUL Z9.D, Z9.D, Z11.D	1	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	0	0	0	3	0.25	vect (100.0%)
FMAD Z30.D, P0/M, Z31.D, Z9.D	1	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	0	0	0	4	0.25	vect (100.0%)
ADR Z31.D, [Z20, Z27.D,SXTW #3]	1	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	0	0	0	2	0.25	scal (50.0%)
ADD Z29.D, Z29.D, Z31.D	1	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	0	0	0	2	0.25	vect (100.0%)
ADD Z28.D, Z28.D, Z31.D	1	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	0	0	0	2	0.25	vect (100.0%)
ADD Z8.D, Z8.D, Z31.D	1	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	0	0	0	2	0.25	vect (100.0%)
LD1D {Z29.D}, P0/Z, [V29.D]	1	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0.33	0.33	0.33	0	0	9	1	vect (100.0%)
LD1D {Z28.D}, P0/Z, [V28.D]	1	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0.33	0.33	0.33	0	0	9	1	vect (100.0%)
FMAD Z28.D, P0/M, Z29.D, Z30.D	1	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	0	0	0	4	0.25	vect (100.0%)
ADD Z30.D, Z10.D, Z31.D	1	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	0	0	0	2	0.25	vect (100.0%)
LD1D {Z29.D}, P0/Z, [V8.D]	1	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0.33	0.33	0.33	0	0	9	1	vect (100.0%)
LD1D {Z30.D}, P0/Z, [V30.D]	1	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0.33	0.33	0.33	0	0	9	1	vect (100.0%)
FMLA Z28.D, P0/M, Z29.D, Z30.D	1	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	0	0	0	4	0.25	vect (100.0%)
MUL Z29.D, Z7.D, Z26.D																					vect (100.0%)
FMUL Z28.D, Z28.D, Z21.D	1	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	0	0	0	3	0.25	vect (100.0%)
ADR Z29.D, [Z22, Z29.D,LSL #3]	1	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	0	0	0	2	0.25	scal (50.0%)
ADR Z29.D, [Z29, Z27.D,SXTW #3]	1	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	0	0	0	2	0.25	scal (50.0%)
ST1D {Z28.D}, P0, [V29.D]	1	0	0	0	0	0	0	0	0	0.50	0.50	0	0	0.50	0.50	0	0	0	2	1	vect (100.0%)
MUL Z29.D, Z16.D, Z26.D																					vect (100.0%)
MUL Z26.D, Z17.D, Z26.D																					vect (100.0%)
ADR Z29.D, [Z23, Z29.D,LSL #3]	1	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	0	0	0	2	0.25	scal (50.0%)
ADR Z26.D, [Z24, Z26.D,LSL #3]	1	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	0	0	0	2	0.25	scal (50.0%)
ADD Z30.D, Z29.D, Z31.D	1	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	0	0	0	2	0.25	vect (100.0%)
ADR Z29.D, [Z29, Z27.D,SXTW #3]	1	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	0	0	0	2	0.25	scal (50.0%)
ADR Z26.D, [Z26, Z27.D,SXTW #3]	1	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	0	0	0	2	0.25	scal (50.0%)
LD1D {Z30.D}, P0/Z, [V30.D]	1	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0.33	0.33	0.33	0	0	9	1	vect (100.0%)
LD1D {Z29.D}, P0/Z, [V29.D]	1	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0.33	0.33	0.33	0	0	9	1	vect (100.0%)
FSUB Z28.D, Z28.D, Z30.D	1	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	0	0	0	2	0.25	vect (100.0%)
FADD Z28.D, Z28.D, Z29.D	1	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	0	0	0	2	0.25	vect (100.0%)
ST1D {Z28.D}, P0, [V26.D]	1	0	0	0	0	0	0	0	0	0.50	0.50	0	0	0.50	0.50	0	0	0	2	1	vect (100.0%)
CBNZ X3, 41db80 <_Z16advec_mom_kerneliiiiRN6clover8Buffer2DIdEES2_S2_S2_S2_S2_S2_S2_S2_S2_S2_S2_S2_RNS_8Buffer1DIdEES5_iii.omp_outlined.10+0x160>	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

Function	advec_mom_kernel(int, int, int, int, clover::Buffer2D&, clover::Buffer2D&, clover::Buffer2D&, clover::Buffer2D&, clover::Buffer2D&, clover::Buffer2D&, clover::Buffer2D&, clover::Buffer2D&, clover::Buffer2D&, clover::Buffer2D&, clover::Buffer2D&, clover::Buffer2D&, clover::Buffer2D&, clover::Buffer1D&, clover::Buffer1D&, int, int, int) [clone .omp_outlined.10]
Source file and lines	advec_mom.cpp:96-100
Module	exec

The loop is defined in:

/home/hbollore/qaas/qaas-runs/174-169-1878/intel/CloverLeaf2.0-CXX/build/CloverLeaf2.0-CXX/src/omp/advec_mom.cpp:96-100
/home/hbollore/qaas/qaas-runs/174-169-1878/intel/CloverLeaf2.0-CXX/build/CloverLeaf2.0-CXX/src/omp/context.h:69

The related source loop is unrolled by 2 (including vectorization).

gain
potential
hint
expert

Vectorization

Your loop is partially vectorized. 85% of vector register length is used (average across all VPU instructions).

Details

68% of VPU instructions are used in vector version (process two or more data elements in vector registers):

40% of VPU loads are used in vector version.
42% of VPU addition or subtraction instructions are used in vector version.
50% of VPU instructions that are not load, store, addition, subtraction nor multiply instructions are used in vector version.

FMA

Detected 6 FMA (fused multiply-add) operations. Presence of both ADD/SUB and MUL operations.

Workaround

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

The binary loop is composed of 20 FP arithmetical operations:

10: addition or subtraction (6 inside FMA instructions)
10: multiply (6 inside FMA instructions)

The binary loop is loading 160 bytes. The binary loop is storing 32 bytes.

Arithmetic intensity

Arithmetic intensity is 0.10 FP operations per loaded or stored byte.

General properties

nb instructions	58
loop length	232
nb stack references	0

Front-end

FIT IN UOP CACHE

front end

6.38 cycles

Back-end

	P0	P1	P2	P3	P4	P5	P6	P7	P8	P9	P10	P11	P12	P13	P14	P15	P16
uops	0.50	0.50	0.00	0.00	0.00	0.00	0.50	0.50	12.25	12.25	12.25	12.25	4.00	4.00	4.00	0.00	0.00
cycles	0.50	0.50	0.00	0.00	0.00	0.00	0.50	0.50	12.25	12.25	12.25	12.25	4.00	4.00	4.00	0.00	0.00

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	0.87-20.00
Longest recurrence chain latency (RecMII)	2.00

Cycles summary

Front-end	6.38
Data deps.	2.00
Overall L1	12.25-20.00

Vectorization ratios

INT

all	64%
load	40%
store	100%
mul	100%
add-sub	38%
fma	NA (no fma vectorizable/vectorized instructions)
other	60%

all	100%
load	NA (no load vectorizable/vectorized instructions)
store	NA (no store vectorizable/vectorized instructions)
mul	100%
add-sub	100%
fma	100%
div/sqrt	NA (no div/sqrt vectorizable/vectorized instructions)
other	NA (no other vectorizable/vectorized instructions)

INT+FP

all	68%
load	40%
store	100%
mul	100%
add-sub	42%
fma	100%
div/sqrt	100%
other	50%

Cycles and memory resources usage

Assuming all data fit into the L1 cache, each iteration of the binary loop takes 20.00 cycles. At this rate:

8% of peak load performance is reached (8.00 out of 96.00 bytes loaded per cycle (GB/s @ 1GHz))
3% of peak store performance is reached (1.60 out of 48.00 bytes stored per cycle (GB/s @ 1GHz))

ASM code

In the binary file, the address of the loop is: 41db80

Instruction	Nb FU	P0	P1	P2	P3	P4	P5	P6	P7	P8	P9	P10	P11	P12	P13	P14	P15	P16	Latency	Recip. throughput	Vectorization
MOVPRFX Z26, Z25	1	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	0	0	0	2	0.25	scal (100.0%)
SDIV Z26.D, P0/M, Z26.D, Z1.D	1	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	7-20	0.87-20	vect (100.0%)
DECD X3, 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%)
MOVPRFX Z27, Z25	1	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	0	0	0	2	0.25	scal (100.0%)
MLS Z27.D, P0/M, Z26.D, Z1.D	1	0	0	0	0	0	0	0	0	0.50	0	0.50	0	0	0	0	0	0	5	1	vect (100.0%)
ADD Z28.D, Z4.D, Z26.D	1	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	0	0	0	2	0.25	vect (100.0%)
ADD Z26.D, Z2.D, Z26.D	1	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	0	0	0	2	0.25	vect (100.0%)
ADD Z25.D, Z25.D, Z0.D	1	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	0	0	0	2	0.25	vect (100.0%)
SXTW Z26.D, P0/M, Z26.D	1	0	0	0	0	0	0	0	0	0	0.50	0	0.50	0	0	0	0	0	2	0.50	vect (100.0%)
SXTW Z28.D, P0/M, Z28.D	1	0	0	0	0	0	0	0	0	0	0.50	0	0.50	0	0	0	0	0	2	0.50	vect (100.0%)
MUL Z8.D, Z5.D, Z26.D																					vect (100.0%)
MUL Z10.D, Z6.D, Z26.D																					vect (100.0%)
MUL Z29.D, Z5.D, Z28.D																					vect (100.0%)
MUL Z28.D, Z6.D, Z28.D																					vect (100.0%)
ADD Z27.D, Z3.D, Z27.D	1	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	0	0	0	2	0.25	vect (100.0%)
ADR Z8.D, [Z18, Z8.D,LSL #3]	1	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	0	0	0	2	0.25	scal (50.0%)
ADR Z10.D, [Z19, Z10.D,LSL #3]	1	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	0	0	0	2	0.25	scal (50.0%)
ADR Z29.D, [Z18, Z29.D,LSL #3]	1	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	0	0	0	2	0.25	scal (50.0%)
ADR Z28.D, [Z19, Z28.D,LSL #3]	1	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	0	0	0	2	0.25	scal (50.0%)
ADR Z9.D, [Z8, Z27.D,SXTW #3]	1	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	0	0	0	2	0.25	scal (50.0%)
ADR Z11.D, [Z10, Z27.D,SXTW #3]	1	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	0	0	0	2	0.25	scal (50.0%)
ADR Z30.D, [Z29, Z27.D,SXTW #3]	1	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	0	0	0	2	0.25	scal (50.0%)
ADR Z31.D, [Z28, Z27.D,SXTW #3]	1	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	0	0	0	2	0.25	scal (50.0%)
LD1D {Z9.D}, P0/Z, [V9.D]	1	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0.33	0.33	0.33	0	0	9	1	vect (100.0%)
LD1D {Z11.D}, P0/Z, [V11.D]	1	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0.33	0.33	0.33	0	0	9	1	vect (100.0%)
LD1D {Z30.D}, P0/Z, [V30.D]	1	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0.33	0.33	0.33	0	0	9	1	vect (100.0%)
LD1D {Z31.D}, P0/Z, [V31.D]	1	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0.33	0.33	0.33	0	0	9	1	vect (100.0%)
FMUL Z9.D, Z9.D, Z11.D	1	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	0	0	0	3	0.25	vect (100.0%)
FMAD Z30.D, P0/M, Z31.D, Z9.D	1	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	0	0	0	4	0.25	vect (100.0%)
ADR Z31.D, [Z20, Z27.D,SXTW #3]	1	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	0	0	0	2	0.25	scal (50.0%)
ADD Z29.D, Z29.D, Z31.D	1	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	0	0	0	2	0.25	vect (100.0%)
ADD Z28.D, Z28.D, Z31.D	1	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	0	0	0	2	0.25	vect (100.0%)
ADD Z8.D, Z8.D, Z31.D	1	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	0	0	0	2	0.25	vect (100.0%)
LD1D {Z29.D}, P0/Z, [V29.D]	1	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0.33	0.33	0.33	0	0	9	1	vect (100.0%)
LD1D {Z28.D}, P0/Z, [V28.D]	1	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0.33	0.33	0.33	0	0	9	1	vect (100.0%)
FMAD Z28.D, P0/M, Z29.D, Z30.D	1	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	0	0	0	4	0.25	vect (100.0%)
ADD Z30.D, Z10.D, Z31.D	1	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	0	0	0	2	0.25	vect (100.0%)
LD1D {Z29.D}, P0/Z, [V8.D]	1	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0.33	0.33	0.33	0	0	9	1	vect (100.0%)
LD1D {Z30.D}, P0/Z, [V30.D]	1	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0.33	0.33	0.33	0	0	9	1	vect (100.0%)
FMLA Z28.D, P0/M, Z29.D, Z30.D	1	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	0	0	0	4	0.25	vect (100.0%)
MUL Z29.D, Z7.D, Z26.D																					vect (100.0%)
FMUL Z28.D, Z28.D, Z21.D	1	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	0	0	0	3	0.25	vect (100.0%)
ADR Z29.D, [Z22, Z29.D,LSL #3]	1	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	0	0	0	2	0.25	scal (50.0%)
ADR Z29.D, [Z29, Z27.D,SXTW #3]	1	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	0	0	0	2	0.25	scal (50.0%)
ST1D {Z28.D}, P0, [V29.D]	1	0	0	0	0	0	0	0	0	0.50	0.50	0	0	0.50	0.50	0	0	0	2	1	vect (100.0%)
MUL Z29.D, Z16.D, Z26.D																					vect (100.0%)
MUL Z26.D, Z17.D, Z26.D																					vect (100.0%)
ADR Z29.D, [Z23, Z29.D,LSL #3]	1	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	0	0	0	2	0.25	scal (50.0%)
ADR Z26.D, [Z24, Z26.D,LSL #3]	1	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	0	0	0	2	0.25	scal (50.0%)
ADD Z30.D, Z29.D, Z31.D	1	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	0	0	0	2	0.25	vect (100.0%)
ADR Z29.D, [Z29, Z27.D,SXTW #3]	1	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	0	0	0	2	0.25	scal (50.0%)
ADR Z26.D, [Z26, Z27.D,SXTW #3]	1	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	0	0	0	2	0.25	scal (50.0%)
LD1D {Z30.D}, P0/Z, [V30.D]	1	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0.33	0.33	0.33	0	0	9	1	vect (100.0%)
LD1D {Z29.D}, P0/Z, [V29.D]	1	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0.33	0.33	0.33	0	0	9	1	vect (100.0%)
FSUB Z28.D, Z28.D, Z30.D	1	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	0	0	0	2	0.25	vect (100.0%)
FADD Z28.D, Z28.D, Z29.D	1	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	0	0	0	2	0.25	vect (100.0%)
ST1D {Z28.D}, P0, [V26.D]	1	0	0	0	0	0	0	0	0	0.50	0.50	0	0	0.50	0.50	0	0	0	2	1	vect (100.0%)
CBNZ X3, 41db80 <_Z16advec_mom_kerneliiiiRN6clover8Buffer2DIdEES2_S2_S2_S2_S2_S2_S2_S2_S2_S2_S2_S2_RNS_8Buffer1DIdEES5_iii.omp_outlined.10+0x160>	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

Report Configuration

Vectorization

Details

FMA

Workaround

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

Arithmetic intensity

General properties

Front-end

Back-end

Cycles summary

Vectorization ratios

Cycles and memory resources usage

ASM code

Vectorization

Details

FMA

Workaround

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

Arithmetic intensity

General properties

Front-end

Back-end

Cycles summary

Vectorization ratios

Cycles and memory resources usage

ASM code