OV - exec - Loop 240

	Loop Id: 240	Module: exec	Source: :0-0	Coverage: 5.08%

0x4321f0 MOVQ	%XMM11,%RSI

0x4321f5 MOVQ	%XMM8,%R11

0x4321fa MOV	%RSI,%RAX

0x4321fd XOR	%EDX,%EDX

0x4321ff DIV	%R11

0x432202 MOVQ	%RAX,%XMM15

0x432207 PSHUFD	$-0x12,%XMM11,%XMM0

0x43220d MOVQ	%XMM0,%RDI

0x432212 MOVQ	%XMM12,%R14

0x432217 MOV	%RDI,%RAX

0x43221a XOR	%EDX,%EDX

0x43221c DIV	%R14

0x43221f MOVQ	%RAX,%XMM0

0x432224 PUNPCKLQDQ	%XMM0,%XMM15

0x432229 MOV	%RSI,%RAX

0x43222c CQTO

0x43222e PADDQ	0xa0(%RSP),%XMM15    [10]

0x432238 IDIV	%R11

0x43223b MOVQ	%RDX,%XMM0

0x432240 MOV	%RDI,%RAX

0x432243 CQTO

0x432245 IDIV	%R14

0x432248 MOVQ	%RDX,%XMM1

0x43224d PUNPCKLQDQ	%XMM1,%XMM0

0x432251 PADDQ	0x90(%RSP),%XMM0    [10]

0x43225a PSLLQ	$0x20,%XMM0

0x43225f PSHUFD	$-0x13,%XMM0,%XMM14

0x432265 PSHUFD	$-0x18,%XMM15,%XMM1

0x43226b PSLLQ	$0x20,%XMM15

0x432271 PSRAD	$0x1f,%XMM15

0x432277 MOVDQA	%XMM14,%XMM0

0x43227c PSHUFD	$-0x13,%XMM15,%XMM2

0x432282 PUNPCKLDQ	%XMM2,%XMM1

0x432286 MOVDQA	%XMM3,%XMM2

0x43228a PSRAD	$0x1f,%XMM0

0x43228f PMULUDQ	%XMM1,%XMM2

0x432293 MOVDQA	%XMM4,%XMM13

0x432298 PMULUDQ	%XMM1,%XMM13

0x43229d PUNPCKLDQ	%XMM0,%XMM14

0x4322a2 PSRLQ	$0x20,%XMM15

0x4322a8 MOVDQA	%XMM3,%XMM0

0x4322ac PMULUDQ	%XMM15,%XMM0

0x4322b1 PADDQ	%XMM13,%XMM0

0x4322b6 PSLLQ	$0x20,%XMM0

0x4322bb PADDQ	%XMM14,%XMM2

0x4322c0 PADDQ	%XMM0,%XMM2

0x4322c4 PSLLQ	$0x3,%XMM2

0x4322c9 PADDQ	0x80(%RSP),%XMM2    [10]

0x4322d2 MOVQ	%XMM2,%RAX

0x4322d7 MOVDQA	%XMM5,%XMM0

0x4322db PSHUFD	$-0x12,%XMM2,%XMM2

0x4322e0 PMULUDQ	%XMM1,%XMM0

0x4322e4 MOVDQA	%XMM5,%XMM13

0x4322e9 PSRLQ	$0x20,%XMM13

0x4322ef MOVQ	%XMM2,%RDX

0x4322f4 PMULUDQ	%XMM1,%XMM13

0x4322f9 MOVDQA	%XMM5,%XMM2

0x4322fd PMULUDQ	%XMM15,%XMM2

0x432302 MOVSD	(%RAX),%XMM6    [2]

0x432306 PADDQ	%XMM13,%XMM2

0x43230b PSLLQ	$0x20,%XMM2

0x432310 MOVHPD	(%RDX),%XMM6    [7]

0x432314 PADDQ	%XMM14,%XMM0

0x432319 PADDQ	%XMM2,%XMM0

0x43231d PSLLQ	$0x3,%XMM0

0x432322 MOVAPD	0x39156(%RIP),%XMM2    [9]

0x43232a PADDQ	0x70(%RSP),%XMM0    [10]

0x432330 MOVQ	%XMM0,%RSI

0x432335 PSHUFD	$-0x12,%XMM0,%XMM0

0x43233a MOVQ	%XMM0,%RDI

0x43233f MOVDQA	%XMM7,%XMM0

0x432343 PSRLQ	$0x20,%XMM0

0x432348 PMULUDQ	%XMM1,%XMM0

0x43234c DIVPD	%XMM6,%XMM2

0x432350 MOVDQA	%XMM7,%XMM13

0x432355 PMULUDQ	%XMM15,%XMM13

0x43235a PADDQ	%XMM0,%XMM13

0x43235f MULPD	0x39459(%RIP),%XMM6    [9]

0x432367 MOVSD	(%RSI),%XMM0    [5]

0x43236b MOVHPD	(%RDI),%XMM0    [8]

0x43236f MULPD	%XMM6,%XMM0

0x432373 MOVDQA	%XMM7,%XMM6

0x432377 PMULUDQ	%XMM1,%XMM6

0x43237b PSLLQ	$0x20,%XMM13

0x432381 PADDQ	%XMM14,%XMM6

0x432386 PADDQ	%XMM13,%XMM6

0x43238b PSLLQ	$0x3,%XMM6

0x432390 PADDQ	0x60(%RSP),%XMM6    [10]

0x432396 MOVQ	%XMM6,%RSI

0x43239b MOVLPD	%XMM0,(%RSI)    [4]

0x43239f PSHUFD	$-0x12,%XMM6,%XMM6

0x4323a4 MOVQ	%XMM6,%RSI

0x4323a9 MOVHPD	%XMM0,(%RSI)    [3]

0x4323ad MOVSD	(%RAX),%XMM6    [2]

0x4323b1 MOVHPD	(%RDX),%XMM6    [7]

0x4323b5 MULPD	0x39413(%RIP),%XMM0    [9]

0x4323bd MULPD	%XMM6,%XMM0

0x4323c1 MOVDQA	%XMM9,%XMM6

0x4323c6 MOVDQA	%XMM9,%XMM13

0x4323cb PMULUDQ	%XMM1,%XMM6

0x4323cf PSRLQ	$0x20,%XMM13

0x4323d5 PMULUDQ	%XMM1,%XMM13

0x4323da PMULUDQ	%XMM9,%XMM15

0x4323df PADDQ	%XMM13,%XMM15

0x4323e4 PADDQ	%XMM14,%XMM6

0x4323e9 ANDPD	0x386df(%RIP),%XMM2    [9]

0x4323f1 SQRTPD	%XMM0,%XMM0

0x4323f5 MULPD	%XMM2,%XMM0

0x4323f9 PSLLQ	$0x20,%XMM15

0x4323ff PADDQ	%XMM15,%XMM6

0x432404 PSLLQ	$0x3,%XMM6

0x432409 PADDQ	%XMM10,%XMM6

0x43240e MOVQ	%XMM6,%RAX

0x432413 PSHUFD	$-0x12,%XMM6,%XMM1

0x432418 MOVQ	%XMM1,%RDX

0x43241d MOVLPD	%XMM0,(%RAX)    [1]

0x432421 MOVHPD	%XMM0,(%RDX)    [6]

0x432425 PADDQ	0x39002(%RIP),%XMM11    [9]

0x43242e ADD	$0x2,%R15

0x432432 CMP	%R9,%R15

0x432435 JB	4321f0

  ***  This Panel is Intentionally Left Blank.  ***

It is due to a lack of debug symbols in the given object
(loop or function).

Coverage (%)	Name	Module
►48.84+	__kmp_invoke_microtask	libiomp5.so
○	__kmp_invoke_task_func	libiomp5.so
○	__kmp_launch_thread	libiomp5.so
○	_INTERNALea951ae6::__kmp_launc[...]	libiomp5.so
○	start_thread	libc.so.6
○	__GI___clone3	libc.so.6
►40.21+	__kmp_invoke_microtask	libiomp5.so
○	__kmp_invoke_task_func	libiomp5.so
○	__kmp_launch_thread	libiomp5.so
○	_INTERNALea951ae6::__kmp_launc[...]	libiomp5.so
►5.26+	__kmp_invoke_microtask	libiomp5.so
○	__kmp_invoke_task_func	libiomp5.so
○	__kmp_launch_thread	libiomp5.so
○	_INTERNALea951ae6::__kmp_launc[...]	libiomp5.so
○	start_thread	libc.so.6
►2.38+	__kmp_invoke_microtask	libiomp5.so
○	__kmp_invoke_task_func	libiomp5.so
○	__kmp_launch_thread	libiomp5.so
►1.47+	__kmp_invoke_microtask	libiomp5.so
○	__kmp_invoke_task_func	libiomp5.so
○	__kmp_fork_call	libiomp5.so
○	__kmpc_fork_call	libiomp5.so
○	ideal_gas(global_variables&, i[...]	exec
○	timestep(global_variables&, pa[...]	exec
○	hydro(global_variables&, paral[...]	exec
○	main	exec
○	__libc_start_call_main	libc.so.6
○	__libc_start_main	libc.so.6
○	_start	exec
►1.43+	__kmp_invoke_microtask	libiomp5.so
○	__kmp_invoke_task_func	libiomp5.so
○	__kmp_fork_call	libiomp5.so
○	__kmpc_fork_call	libiomp5.so
○	ideal_gas(global_variables&, i[...]	exec
○	PdV(global_variables&, bool)	exec
○	hydro(global_variables&, paral[...]	exec
○	main	exec
○	__libc_start_call_main	libc.so.6
○	__libc_start_main	libc.so.6
○	_start	exec

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	2.13 - 3.18
CQA speedup if FP arith vectorized	1.18
CQA speedup if fully vectorized	6.11 - 6.63
CQA speedup if no inter-iteration dependency	NA
CQA speedup if next bottleneck killed	2.13 - 3.18
Bottlenecks	P10, P11,
Function	ideal_gas_kernel(int, int, int, int, clover::Buffer2D&, clover::Buffer2D&, clover::Buffer2D&, clover::Buffer2D&) [clone .extracted]
Source
Source loop unroll info	NA
Source loop unroll confidence level	NA
Unroll/vectorization loop type	NA
Unroll factor	NA
CQA cycles	40.50 - 60.50
CQA cycles if no scalar integer	19.00
CQA cycles if FP arith vectorized	31.13 - 51.13
CQA cycles if fully vectorized	6.63 - 9.13
Front-end cycles	16.00
P0 cycles	0.33
P1 cycles	0.33
P2 cycles	0.33
P3 cycles	8.00
P4 cycles	0.67
P5 cycles	0.33
P6 cycles	5.00
P7 cycles	5.00
P8 cycles	5.00
P9 cycles	5.00
P10 cycles	19.00
P11 cycles	19.00
P12 cycles	19.00
P13 cycles	19.00
P14 cycles	8.00
P15 cycles	8.00
DIV/SQRT cycles	40.50 - 60.50
Inter-iter dependencies cycles	1
FE+BE cycles (UFS)	NA
Stall cycles (UFS)	NA
Nb insns	121.00
Nb uops	128.00
Nb loads	16.00
Nb stores	4.00
Nb stack references	5.00
FLOP/cycle	0.35 - 0.23
Nb FLOP add-sub	0.00
Nb FLOP mul	10.00
Nb FLOP fma	0.00
Nb FLOP div	2.00
Nb FLOP rcp	0.00
Nb FLOP sqrt	2.00
Nb FLOP rsqrt	0.00
Bytes/cycle	3.97 - 5.93
Bytes prefetched	0.00
Bytes loaded	208.00
Bytes stored	32.00
Stride 0	2.00
Stride 1	0.00
Stride n	0.00
Stride unknown	8.00
Stride indirect	0.00
Vectorization ratio all	69.64
Vectorization ratio load	62.50
Vectorization ratio store	0.00
Vectorization ratio mul	100.00
Vectorization ratio add_sub	100.00
Vectorization ratio fma	NA
Vectorization ratio div_sqrt	33.33
Vectorization ratio other	66.10
Vector-efficiency ratio all	19.64
Vector-efficiency ratio load	20.31
Vector-efficiency ratio store	12.50
Vector-efficiency ratio mul	16.18
Vector-efficiency ratio add_sub	25.00
Vector-efficiency ratio fma	NA
Vector-efficiency ratio div_sqrt	16.67
Vector-efficiency ratio other	20.34

Metric	Value
CQA speedup if no scalar integer	2.13 - 3.18
CQA speedup if FP arith vectorized	1.18
CQA speedup if fully vectorized	6.11 - 6.63
CQA speedup if no inter-iteration dependency	NA
CQA speedup if next bottleneck killed	2.13 - 3.18
Bottlenecks	P10, P11,
Function	ideal_gas_kernel(int, int, int, int, clover::Buffer2D&, clover::Buffer2D&, clover::Buffer2D&, clover::Buffer2D&) [clone .extracted]
Source
Source loop unroll info	NA
Source loop unroll confidence level	NA
Unroll/vectorization loop type	NA
Unroll factor	NA
CQA cycles	40.50 - 60.50
CQA cycles if no scalar integer	19.00
CQA cycles if FP arith vectorized	31.13 - 51.13
CQA cycles if fully vectorized	6.63 - 9.13
Front-end cycles	16.00
P0 cycles	0.33
P1 cycles	0.33
P2 cycles	0.33
P3 cycles	8.00
P4 cycles	0.67
P5 cycles	0.33
P6 cycles	5.00
P7 cycles	5.00
P8 cycles	5.00
P9 cycles	5.00
P10 cycles	19.00
P11 cycles	19.00
P12 cycles	19.00
P13 cycles	19.00
P14 cycles	8.00
P15 cycles	8.00
DIV/SQRT cycles	40.50 - 60.50
Inter-iter dependencies cycles	1
FE+BE cycles (UFS)	NA
Stall cycles (UFS)	NA
Nb insns	121.00
Nb uops	128.00
Nb loads	16.00
Nb stores	4.00
Nb stack references	5.00
FLOP/cycle	0.35 - 0.23
Nb FLOP add-sub	0.00
Nb FLOP mul	10.00
Nb FLOP fma	0.00
Nb FLOP div	2.00
Nb FLOP rcp	0.00
Nb FLOP sqrt	2.00
Nb FLOP rsqrt	0.00
Bytes/cycle	3.97 - 5.93
Bytes prefetched	0.00
Bytes loaded	208.00
Bytes stored	32.00
Stride 0	2.00
Stride 1	0.00
Stride n	0.00
Stride unknown	8.00
Stride indirect	0.00
Vectorization ratio all	69.64
Vectorization ratio load	62.50
Vectorization ratio store	0.00
Vectorization ratio mul	100.00
Vectorization ratio add_sub	100.00
Vectorization ratio fma	NA
Vectorization ratio div_sqrt	33.33
Vectorization ratio other	66.10
Vector-efficiency ratio all	19.64
Vector-efficiency ratio load	20.31
Vector-efficiency ratio store	12.50
Vector-efficiency ratio mul	16.18
Vector-efficiency ratio add_sub	25.00
Vector-efficiency ratio fma	NA
Vector-efficiency ratio div_sqrt	16.67
Vector-efficiency ratio other	20.34

Path /

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

Function	ideal_gas_kernel(int, int, int, int, clover::Buffer2D&, clover::Buffer2D&, clover::Buffer2D&, clover::Buffer2D&) [clone .extracted]
Source file and lines
Module	exec

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 60.50 to 19.00 cycles (3.18x speedup).

Workaround

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

Vectorization

Your loop is partially vectorized. Only 19% of vector register length is used (average across all SSE/AVX instructions). By fully vectorizing your loop, you can lower the cost of an iteration from 60.50 to 9.12 cycles (6.63x speedup).

Details

69% of SSE/AVX instructions are used in vector version (process two or more data elements in vector registers):

62% of SSE/AVX loads are used in vector version.
0% of SSE/AVX stores are used in vector version.
33% of SSE/AVX divide and square root instructions are used in vector version.
66% of SSE/AVX instructions that are not load, store, addition, subtraction nor multiply instructions are used in vector version.

Since your execution units are vector units, only a fully vectorized loop can use their full power.

Workaround

Try another compiler or update/tune your current one
Remove inter-iterations dependences from your loop and make it unit-stride:
- If your arrays have 2 or more dimensions, check whether elements are accessed contiguously and, otherwise, try to permute loops accordingly
- If your loop streams arrays of structures (AoS), try to use structures of arrays instead (SoA)

Execution units bottlenecks

Performance is limited by execution of divide and square root operations (the divide/square root unit is a bottleneck). By removing all these bottlenecks, you can lower the cost of an iteration from 60.50 to 19.00 cycles (3.18x speedup).

Workaround

Reduce the number of division or square root instructions:
- If denominator is constant over iterations, use reciprocal (replace x/y with x*(1/y)). Check precision impact.
Check whether you really need double precision. If not, switch to single precision to speedup execution

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 60.50 to 20.00 cycles (3.02x speedup).

Complex instructions

Detected COMPLEX INSTRUCTIONS.

Details

These instructions generate more than one micro-operation and only one of them can be decoded during a cycle and the extra micro-operations increase pressure on execution units.

DIV: 2 occurrences►
IDIV: 2 occurrences►
MOVHPD: 2 occurrences►
MOVQ: 4 occurrences►

Slow data structures access

Detected data structures (typically arrays) that cannot be efficiently read/written

Details

Constant unknown stride: 8 occurrence(s)

Non-unit stride (uncontiguous) accesses are not efficiently using data caches

Workaround

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

Vector unaligned load/store instructions

Detected 5 suboptimal vector unaligned load/store instructions.

Details

MOVHPD: 5 occurrences►

Workaround

Pass to your compiler a micro-architecture specialization option:
- Please look into your compiler manual for march=native or equivalent
Use vector aligned instructions:
1. align your arrays on 64 bytes boundaries
2. inform your compiler that your arrays are vector aligned: read your compiler manual.

Conversion instructions

Detected expensive conversion instructions.

Details

CQTO: 2 occurrences►

Workaround

Avoid mixing data with different types. In particular, check if the type of constants is the same as array elements.

Type of elements and instruction set

7 SSE or AVX instructions are processing arithmetic or math operations on double precision FP elements in vector mode (two at a time).

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

The binary loop is composed of 14 FP arithmetical operations:

10: multiply
2: divide
2: square root

The binary loop is loading 208 bytes (26 double precision FP elements). The binary loop is storing 32 bytes (4 double precision FP elements).

Arithmetic intensity

Arithmetic intensity is 0.06 FP operations per loaded or stored byte.

General properties

nb instructions	121
nb uops	128
loop length	587
used x86 registers	9
used mmx registers	0
used xmm registers	16
used ymm registers	0
used zmm registers	0
nb stack references	5

Front-end

ASSUMED MACRO FUSION FIT IN UOP CACHE

micro-operation queue	16.00 cycles
front end	16.00 cycles

Back-end

	P0	P1	P2	P3	P4	P5	P6	P7	P8	P9	P10	P11	P12	P13	P14	P15
uops	0.33	0.33	0.33	8.00	0.67	0.33	5.00	5.00	5.00	5.00	19.00	19.00	19.00	19.00	8.00	8.00
cycles	0.33	0.33	0.33	8.00	0.67	0.33	5.00	5.00	5.00	5.00	19.00	19.00	19.00	19.00	8.00	8.00

Execution ports to units layout:

P0: ALU
P1: ALU
P2: ALU
P3: ALU, BRU
P4: ALU, BRU
P5: ALU, BRU
P6 (512 bits): store address, load
P7 (512 bits): store address, load
P8 (512 bits): store address, load
P9 (512 bits): store address, load
P10 (512 bits): VPU, DIV/SQRT
P11 (512 bits): VPU, DIV/SQRT
P12 (512 bits): VPU
P13 (512 bits): VPU
P14 (512 bits): FP store data
P15 (512 bits): FP store data

Cycles executing div or sqrt instructions	40.50-60.50
Longest recurrence chain latency (RecMII)	1.00

Cycles summary

Front-end	16.00
Dispatch	19.00
DIV/SQRT	40.50-60.50
Data deps.	1.00
Overall L1	40.50-60.50

Vectorization ratios

INT

all	74%
load	100%
store	NA (no store vectorizable/vectorized instructions)
mul	100%
add-sub	100%
fma	NA (no fma vectorizable/vectorized instructions)
other	61%

all	47%
load	40%
store	0%
mul	100%
add-sub	NA (no add-sub vectorizable/vectorized instructions)
fma	NA (no fma vectorizable/vectorized instructions)
div/sqrt	100%
other	100%

INT+FP

all	69%
load	62%
store	0%
mul	100%
add-sub	100%
fma	NA (no fma vectorizable/vectorized instructions)
div/sqrt	33%
other	66%

Vector efficiency ratios

INT

all	19%
load	25%
store	NA (no store vectorizable/vectorized instructions)
mul	12%
add-sub	25%
fma	NA (no fma vectorizable/vectorized instructions)
other	19%

all	18%
load	17%
store	12%
mul	25%
add-sub	NA (no add-sub vectorizable/vectorized instructions)
fma	NA (no fma vectorizable/vectorized instructions)
div/sqrt	25%
other	25%

INT+FP

all	19%
load	20%
store	12%
mul	16%
add-sub	25%
fma	NA (no fma vectorizable/vectorized instructions)
div/sqrt	16%
other	20%

Cycles and memory resources usage

Assuming all data fit into the L1 cache, each iteration of the binary loop takes 60.50 cycles. At this rate:

1% of peak load performance is reached (3.44 out of 256.00 bytes loaded per cycle (GB/s @ 1GHz))
0% of peak store performance is reached (0.53 out of 128.00 bytes stored per cycle (GB/s @ 1GHz))

Front-end bottlenecks

Found no such bottlenecks.

ASM code

In the binary file, the address of the loop is: 4321f0

Instruction	Nb FU	P0	P1	P2	P3	P4	P5	P6	P7	P8	P9	P10	P11	P12	P13	P14	P15	Latency	Recip. throughput	Vectorization
MOVQ %XMM11,%RSI	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.50	0.50	1	0.50	scal (12.5%)
MOVQ %XMM8,%R11	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.50	0.50	1	0.50	scal (12.5%)
MOV %RSI,%RAX	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.17	N/A
XOR %EDX,%EDX	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.25	N/A
DIV %R11	2	0	0	0	2	0	0	0	0	0	0	0	0	0	0	0	0	10-22	7-12	scal (12.5%)
MOVQ %RAX,%XMM15	2	0	0	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	6	1	scal (12.5%)
PSHUFD $-0x12,%XMM11,%XMM0	1	0	0	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	1	0.25	vect (25.0%)
MOVQ %XMM0,%RDI	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.50	0.50	1	0.50	scal (12.5%)
MOVQ %XMM12,%R14	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.50	0.50	1	0.50	scal (12.5%)
MOV %RDI,%RAX	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.17	N/A
XOR %EDX,%EDX	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.25	N/A
DIV %R14	2	0	0	0	2	0	0	0	0	0	0	0	0	0	0	0	0	10-22	7-12	scal (12.5%)
MOVQ %RAX,%XMM0	2	0	0	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	6	1	scal (12.5%)
PUNPCKLQDQ %XMM0,%XMM15	1	0	0	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	1	0.25	scal (12.5%)
MOV %RSI,%RAX	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.17	N/A
CQTO																				scal (12.5%)
PADDQ 0xa0(%RSP),%XMM15	1	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0.25	0.25	0.25	0.25	0	0	1	0.50	vect (25.0%)
IDIV %R11	2	0	0	0	2	0	0	0	0	0	0	0	0	0	0	0	0	9-19	7-12	scal (12.5%)
MOVQ %RDX,%XMM0	2	0	0	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	6	1	scal (12.5%)
MOV %RDI,%RAX	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.17	N/A
CQTO																				scal (12.5%)
IDIV %R14	2	0	0	0	2	0	0	0	0	0	0	0	0	0	0	0	0	9-19	7-12	scal (12.5%)
MOVQ %RDX,%XMM1	2	0	0	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	6	1	scal (12.5%)
PUNPCKLQDQ %XMM1,%XMM0	1	0	0	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	1	0.25	scal (12.5%)
PADDQ 0x90(%RSP),%XMM0	1	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0.25	0.25	0.25	0.25	0	0	1	0.50	vect (25.0%)
PSLLQ $0x20,%XMM0	1	0	0	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0	1	0.50	vect (25.0%)
PSHUFD $-0x13,%XMM0,%XMM14	1	0	0	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	1	0.25	vect (25.0%)
PSHUFD $-0x18,%XMM15,%XMM1	1	0	0	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	1	0.25	vect (25.0%)
PSLLQ $0x20,%XMM15	1	0	0	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0	1	0.50	vect (25.0%)
PSRAD $0x1f,%XMM15	1	0	0	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0	1	0.50	vect (25.0%)
MOVDQA %XMM14,%XMM0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.17	vect (25.0%)
PSHUFD $-0x13,%XMM15,%XMM2	1	0	0	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	1	0.25	vect (25.0%)
PUNPCKLDQ %XMM2,%XMM1	1	0	0	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	1	0.25	vect (12.5%)
MOVDQA %XMM3,%XMM2	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.17	vect (25.0%)
PSRAD $0x1f,%XMM0	1	0	0	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0	1	0.50	vect (25.0%)
PMULUDQ %XMM1,%XMM2	1	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0	0	0	3	0.50	vect (12.5%)
MOVDQA %XMM4,%XMM13	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.17	vect (25.0%)
PMULUDQ %XMM1,%XMM13	1	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0	0	0	3	0.50	vect (12.5%)
PUNPCKLDQ %XMM0,%XMM14	1	0	0	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	1	0.25	vect (12.5%)
PSRLQ $0x20,%XMM15	1	0	0	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0	1	0.50	vect (25.0%)
MOVDQA %XMM3,%XMM0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.17	vect (25.0%)
PMULUDQ %XMM15,%XMM0	1	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0	0	0	3	0.50	vect (12.5%)
PADDQ %XMM13,%XMM0	1	0	0	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	1	0.25	vect (25.0%)
PSLLQ $0x20,%XMM0	1	0	0	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0	1	0.50	vect (25.0%)
PADDQ %XMM14,%XMM2	1	0	0	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	1	0.25	vect (25.0%)
PADDQ %XMM0,%XMM2	1	0	0	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	1	0.25	vect (25.0%)
PSLLQ $0x3,%XMM2	1	0	0	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0	1	0.50	vect (25.0%)
PADDQ 0x80(%RSP),%XMM2	1	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0.25	0.25	0.25	0.25	0	0	1	0.50	vect (25.0%)
MOVQ %XMM2,%RAX	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.50	0.50	1	0.50	scal (12.5%)
MOVDQA %XMM5,%XMM0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.17	vect (25.0%)
PSHUFD $-0x12,%XMM2,%XMM2	1	0	0	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	1	0.25	vect (25.0%)
PMULUDQ %XMM1,%XMM0	1	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0	0	0	3	0.50	vect (12.5%)
MOVDQA %XMM5,%XMM13	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.17	vect (25.0%)
PSRLQ $0x20,%XMM13	1	0	0	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0	1	0.50	vect (25.0%)
MOVQ %XMM2,%RDX	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.50	0.50	1	0.50	scal (12.5%)
PMULUDQ %XMM1,%XMM13	1	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0	0	0	3	0.50	vect (12.5%)
MOVDQA %XMM5,%XMM2	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.17	vect (25.0%)
PMULUDQ %XMM15,%XMM2	1	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0	0	0	3	0.50	vect (12.5%)
MOVSD (%RAX),%XMM6	1	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	0	0	0	0	1	0.50	scal (12.5%)
PADDQ %XMM13,%XMM2	1	0	0	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	1	0.25	vect (25.0%)
PSLLQ $0x20,%XMM2	1	0	0	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0	1	0.50	vect (25.0%)
MOVHPD (%RDX),%XMM6	1	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0.25	0.25	0.25	0.25	0	0	1	0.50	scal (12.5%)
PADDQ %XMM14,%XMM0	1	0	0	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	1	0.25	vect (25.0%)
PADDQ %XMM2,%XMM0	1	0	0	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	1	0.25	vect (25.0%)
PSLLQ $0x3,%XMM0	1	0	0	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0	1	0.50	vect (25.0%)
MOVAPD 0x39156(%RIP),%XMM2	1	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	0	0	0	0	3	0.50	vect (25.0%)
PADDQ 0x70(%RSP),%XMM0	1	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0.25	0.25	0.25	0.25	0	0	1	0.50	vect (25.0%)
MOVQ %XMM0,%RSI	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.50	0.50	1	0.50	scal (12.5%)
PSHUFD $-0x12,%XMM0,%XMM0	1	0	0	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	1	0.25	vect (25.0%)
MOVQ %XMM0,%RDI	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.50	0.50	1	0.50	scal (12.5%)
MOVDQA %XMM7,%XMM0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.17	vect (25.0%)
PSRLQ $0x20,%XMM0	1	0	0	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0	1	0.50	vect (25.0%)
PMULUDQ %XMM1,%XMM0	1	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0	0	0	3	0.50	vect (12.5%)
DIVPD %XMM6,%XMM2	1	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0	0	0	13	4	vect (25.0%)
MOVDQA %XMM7,%XMM13	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.17	vect (25.0%)
PMULUDQ %XMM15,%XMM13	1	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0	0	0	3	0.50	vect (12.5%)
PADDQ %XMM0,%XMM13	1	0	0	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	1	0.25	vect (25.0%)
MULPD 0x39459(%RIP),%XMM6	1	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0.50	0.50	0	0	0	0	3	0.50	vect (25.0%)
MOVSD (%RSI),%XMM0	1	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	0	0	0	0	1	0.50	scal (12.5%)
MOVHPD (%RDI),%XMM0	1	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0.25	0.25	0.25	0.25	0	0	1	0.50	scal (12.5%)
MULPD %XMM6,%XMM0	1	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0	0	0	3	0.50	vect (25.0%)
MOVDQA %XMM7,%XMM6	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.17	vect (25.0%)
PMULUDQ %XMM1,%XMM6	1	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0	0	0	3	0.50	vect (12.5%)
PSLLQ $0x20,%XMM13	1	0	0	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0	1	0.50	vect (25.0%)
PADDQ %XMM14,%XMM6	1	0	0	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	1	0.25	vect (25.0%)
PADDQ %XMM13,%XMM6	1	0	0	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	1	0.25	vect (25.0%)
PSLLQ $0x3,%XMM6	1	0	0	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0	1	0.50	vect (25.0%)
PADDQ 0x60(%RSP),%XMM6	1	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0.25	0.25	0.25	0.25	0	0	1	0.50	vect (25.0%)
MOVQ %XMM6,%RSI	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.50	0.50	1	0.50	scal (12.5%)
MOVLPD %XMM0,(%RSI)	1	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	0	0	0.50	0.50	1	0.50	scal (12.5%)
PSHUFD $-0x12,%XMM6,%XMM6	1	0	0	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	1	0.25	vect (25.0%)
MOVQ %XMM6,%RSI	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.50	0.50	1	0.50	scal (12.5%)
MOVHPD %XMM0,(%RSI)	2	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0.25	0.25	0.25	0.25	0.50	0.50	2	0.50	scal (12.5%)
MOVSD (%RAX),%XMM6	1	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	0	0	0	0	1	0.50	scal (12.5%)
MOVHPD (%RDX),%XMM6	1	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0.25	0.25	0.25	0.25	0	0	1	0.50	scal (12.5%)
MULPD 0x39413(%RIP),%XMM0	1	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0.50	0.50	0	0	0	0	3	0.50	vect (25.0%)
MULPD %XMM6,%XMM0	1	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0	0	0	3	0.50	vect (25.0%)
MOVDQA %XMM9,%XMM6	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.17	vect (25.0%)
MOVDQA %XMM9,%XMM13	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.17	vect (25.0%)
PMULUDQ %XMM1,%XMM6	1	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0	0	0	3	0.50	vect (12.5%)
PSRLQ $0x20,%XMM13	1	0	0	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0	1	0.50	vect (25.0%)
PMULUDQ %XMM1,%XMM13	1	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0	0	0	3	0.50	vect (12.5%)
PMULUDQ %XMM9,%XMM15	1	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0	0	0	3	0.50	vect (12.5%)
PADDQ %XMM13,%XMM15	1	0	0	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	1	0.25	vect (25.0%)
PADDQ %XMM14,%XMM6	1	0	0	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	1	0.25	vect (25.0%)
ANDPD 0x386df(%RIP),%XMM2	1	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0.25	0.25	0.25	0.25	0	0	1	0.50	vect (25.0%)
SQRTPD %XMM0,%XMM0	1	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0	0	0	21	8.50	vect (25.0%)
MULPD %XMM2,%XMM0	1	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0	0	0	3	0.50	vect (25.0%)
PSLLQ $0x20,%XMM15	1	0	0	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0	1	0.50	vect (25.0%)
PADDQ %XMM15,%XMM6	1	0	0	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	1	0.25	vect (25.0%)
PSLLQ $0x3,%XMM6	1	0	0	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0	1	0.50	vect (25.0%)
PADDQ %XMM10,%XMM6	1	0	0	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	1	0.25	vect (25.0%)
MOVQ %XMM6,%RAX	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.50	0.50	1	0.50	scal (12.5%)
PSHUFD $-0x12,%XMM6,%XMM1	1	0	0	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	1	0.25	vect (25.0%)
MOVQ %XMM1,%RDX	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.50	0.50	1	0.50	scal (12.5%)
MOVLPD %XMM0,(%RAX)	1	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	0	0	0.50	0.50	1	0.50	scal (12.5%)
MOVHPD %XMM0,(%RDX)	2	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0.25	0.25	0.25	0.25	0.50	0.50	2	0.50	scal (12.5%)
PADDQ 0x39002(%RIP),%XMM11	1	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0.25	0.25	0.25	0.25	0	0	1	0.50	vect (25.0%)
ADD $0x2,%R15	1	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	0	1	0.17	N/A
CMP %R9,%R15	1	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	0	1	0.17	N/A
JB 4321f0 <_Z16ideal_gas_kerneliiiiRN6clover8Buffer2DIdEES2_S2_S2_.extracted+0x1e0>	1	0	0	0	0.33	0.33	0.33	0	0	0	0	0	0	0	0	0	0	1	0.50-1	N/A

Function	ideal_gas_kernel(int, int, int, int, clover::Buffer2D&, clover::Buffer2D&, clover::Buffer2D&, clover::Buffer2D&) [clone .extracted]
Source file and lines
Module	exec

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

69% of SSE/AVX instructions are used in vector version (process two or more data elements in vector registers):

62% of SSE/AVX loads are used in vector version.
0% of SSE/AVX stores are used in vector version.
33% of SSE/AVX divide and square root instructions are used in vector version.
66% of SSE/AVX instructions that are not load, store, addition, subtraction nor multiply instructions are used in vector version.

Since your execution units are vector units, only a fully vectorized loop can use their full power.

Workaround

Try another compiler or update/tune your current one
Remove inter-iterations dependences from your loop and make it unit-stride:
- If your arrays have 2 or more dimensions, check whether elements are accessed contiguously and, otherwise, try to permute loops accordingly
- If your loop streams arrays of structures (AoS), try to use structures of arrays instead (SoA)

Execution units bottlenecks

Workaround

Reduce the number of division or square root instructions:
- If denominator is constant over iterations, use reciprocal (replace x/y with x*(1/y)). Check precision impact.
Check whether you really need double precision. If not, switch to single precision to speedup execution

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 60.50 to 20.00 cycles (3.02x speedup).

Complex instructions

Detected COMPLEX INSTRUCTIONS.

Details

These instructions generate more than one micro-operation and only one of them can be decoded during a cycle and the extra micro-operations increase pressure on execution units.

DIV: 2 occurrences►
IDIV: 2 occurrences►
MOVHPD: 2 occurrences►
MOVQ: 4 occurrences►

Slow data structures access

Detected data structures (typically arrays) that cannot be efficiently read/written

Details

Constant unknown stride: 8 occurrence(s)

Non-unit stride (uncontiguous) accesses are not efficiently using data caches

Workaround

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

Vector unaligned load/store instructions

Detected 5 suboptimal vector unaligned load/store instructions.

Details

MOVHPD: 5 occurrences►

Workaround

Pass to your compiler a micro-architecture specialization option:
- Please look into your compiler manual for march=native or equivalent
Use vector aligned instructions:
1. align your arrays on 64 bytes boundaries
2. inform your compiler that your arrays are vector aligned: read your compiler manual.

Conversion instructions

Detected expensive conversion instructions.

Details

CQTO: 2 occurrences►

Workaround

Avoid mixing data with different types. In particular, check if the type of constants is the same as array elements.

Type of elements and instruction set

7 SSE or AVX instructions are processing arithmetic or math operations on double precision FP elements in vector mode (two at a time).

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

The binary loop is composed of 14 FP arithmetical operations:

10: multiply
2: divide
2: square root

The binary loop is loading 208 bytes (26 double precision FP elements). The binary loop is storing 32 bytes (4 double precision FP elements).

Arithmetic intensity

Arithmetic intensity is 0.06 FP operations per loaded or stored byte.

General properties

nb instructions	121
nb uops	128
loop length	587
used x86 registers	9
used mmx registers	0
used xmm registers	16
used ymm registers	0
used zmm registers	0
nb stack references	5

Front-end

ASSUMED MACRO FUSION FIT IN UOP CACHE

micro-operation queue	16.00 cycles
front end	16.00 cycles

Back-end

	P0	P1	P2	P3	P4	P5	P6	P7	P8	P9	P10	P11	P12	P13	P14	P15
uops	0.33	0.33	0.33	8.00	0.67	0.33	5.00	5.00	5.00	5.00	19.00	19.00	19.00	19.00	8.00	8.00
cycles	0.33	0.33	0.33	8.00	0.67	0.33	5.00	5.00	5.00	5.00	19.00	19.00	19.00	19.00	8.00	8.00

Execution ports to units layout:

P0: ALU
P1: ALU
P2: ALU
P3: ALU, BRU
P4: ALU, BRU
P5: ALU, BRU
P6 (512 bits): store address, load
P7 (512 bits): store address, load
P8 (512 bits): store address, load
P9 (512 bits): store address, load
P10 (512 bits): VPU, DIV/SQRT
P11 (512 bits): VPU, DIV/SQRT
P12 (512 bits): VPU
P13 (512 bits): VPU
P14 (512 bits): FP store data
P15 (512 bits): FP store data

Cycles executing div or sqrt instructions	40.50-60.50
Longest recurrence chain latency (RecMII)	1.00

Cycles summary

Front-end	16.00
Dispatch	19.00
DIV/SQRT	40.50-60.50
Data deps.	1.00
Overall L1	40.50-60.50

Vectorization ratios

INT

all	74%
load	100%
store	NA (no store vectorizable/vectorized instructions)
mul	100%
add-sub	100%
fma	NA (no fma vectorizable/vectorized instructions)
other	61%

all	47%
load	40%
store	0%
mul	100%
add-sub	NA (no add-sub vectorizable/vectorized instructions)
fma	NA (no fma vectorizable/vectorized instructions)
div/sqrt	100%
other	100%

INT+FP

all	69%
load	62%
store	0%
mul	100%
add-sub	100%
fma	NA (no fma vectorizable/vectorized instructions)
div/sqrt	33%
other	66%

Vector efficiency ratios

INT

all	19%
load	25%
store	NA (no store vectorizable/vectorized instructions)
mul	12%
add-sub	25%
fma	NA (no fma vectorizable/vectorized instructions)
other	19%

all	18%
load	17%
store	12%
mul	25%
add-sub	NA (no add-sub vectorizable/vectorized instructions)
fma	NA (no fma vectorizable/vectorized instructions)
div/sqrt	25%
other	25%

INT+FP

all	19%
load	20%
store	12%
mul	16%
add-sub	25%
fma	NA (no fma vectorizable/vectorized instructions)
div/sqrt	16%
other	20%

Cycles and memory resources usage

Assuming all data fit into the L1 cache, each iteration of the binary loop takes 60.50 cycles. At this rate:

1% of peak load performance is reached (3.44 out of 256.00 bytes loaded per cycle (GB/s @ 1GHz))
0% of peak store performance is reached (0.53 out of 128.00 bytes stored per cycle (GB/s @ 1GHz))

Front-end bottlenecks

Found no such bottlenecks.

ASM code

In the binary file, the address of the loop is: 4321f0

Instruction	Nb FU	P0	P1	P2	P3	P4	P5	P6	P7	P8	P9	P10	P11	P12	P13	P14	P15	Latency	Recip. throughput	Vectorization
MOVQ %XMM11,%RSI	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.50	0.50	1	0.50	scal (12.5%)
MOVQ %XMM8,%R11	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.50	0.50	1	0.50	scal (12.5%)
MOV %RSI,%RAX	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.17	N/A
XOR %EDX,%EDX	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.25	N/A
DIV %R11	2	0	0	0	2	0	0	0	0	0	0	0	0	0	0	0	0	10-22	7-12	scal (12.5%)
MOVQ %RAX,%XMM15	2	0	0	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	6	1	scal (12.5%)
PSHUFD $-0x12,%XMM11,%XMM0	1	0	0	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	1	0.25	vect (25.0%)
MOVQ %XMM0,%RDI	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.50	0.50	1	0.50	scal (12.5%)
MOVQ %XMM12,%R14	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.50	0.50	1	0.50	scal (12.5%)
MOV %RDI,%RAX	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.17	N/A
XOR %EDX,%EDX	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.25	N/A
DIV %R14	2	0	0	0	2	0	0	0	0	0	0	0	0	0	0	0	0	10-22	7-12	scal (12.5%)
MOVQ %RAX,%XMM0	2	0	0	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	6	1	scal (12.5%)
PUNPCKLQDQ %XMM0,%XMM15	1	0	0	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	1	0.25	scal (12.5%)
MOV %RSI,%RAX	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.17	N/A
CQTO																				scal (12.5%)
PADDQ 0xa0(%RSP),%XMM15	1	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0.25	0.25	0.25	0.25	0	0	1	0.50	vect (25.0%)
IDIV %R11	2	0	0	0	2	0	0	0	0	0	0	0	0	0	0	0	0	9-19	7-12	scal (12.5%)
MOVQ %RDX,%XMM0	2	0	0	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	6	1	scal (12.5%)
MOV %RDI,%RAX	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.17	N/A
CQTO																				scal (12.5%)
IDIV %R14	2	0	0	0	2	0	0	0	0	0	0	0	0	0	0	0	0	9-19	7-12	scal (12.5%)
MOVQ %RDX,%XMM1	2	0	0	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	6	1	scal (12.5%)
PUNPCKLQDQ %XMM1,%XMM0	1	0	0	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	1	0.25	scal (12.5%)
PADDQ 0x90(%RSP),%XMM0	1	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0.25	0.25	0.25	0.25	0	0	1	0.50	vect (25.0%)
PSLLQ $0x20,%XMM0	1	0	0	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0	1	0.50	vect (25.0%)
PSHUFD $-0x13,%XMM0,%XMM14	1	0	0	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	1	0.25	vect (25.0%)
PSHUFD $-0x18,%XMM15,%XMM1	1	0	0	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	1	0.25	vect (25.0%)
PSLLQ $0x20,%XMM15	1	0	0	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0	1	0.50	vect (25.0%)
PSRAD $0x1f,%XMM15	1	0	0	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0	1	0.50	vect (25.0%)
MOVDQA %XMM14,%XMM0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.17	vect (25.0%)
PSHUFD $-0x13,%XMM15,%XMM2	1	0	0	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	1	0.25	vect (25.0%)
PUNPCKLDQ %XMM2,%XMM1	1	0	0	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	1	0.25	vect (12.5%)
MOVDQA %XMM3,%XMM2	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.17	vect (25.0%)
PSRAD $0x1f,%XMM0	1	0	0	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0	1	0.50	vect (25.0%)
PMULUDQ %XMM1,%XMM2	1	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0	0	0	3	0.50	vect (12.5%)
MOVDQA %XMM4,%XMM13	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.17	vect (25.0%)
PMULUDQ %XMM1,%XMM13	1	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0	0	0	3	0.50	vect (12.5%)
PUNPCKLDQ %XMM0,%XMM14	1	0	0	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	1	0.25	vect (12.5%)
PSRLQ $0x20,%XMM15	1	0	0	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0	1	0.50	vect (25.0%)
MOVDQA %XMM3,%XMM0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.17	vect (25.0%)
PMULUDQ %XMM15,%XMM0	1	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0	0	0	3	0.50	vect (12.5%)
PADDQ %XMM13,%XMM0	1	0	0	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	1	0.25	vect (25.0%)
PSLLQ $0x20,%XMM0	1	0	0	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0	1	0.50	vect (25.0%)
PADDQ %XMM14,%XMM2	1	0	0	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	1	0.25	vect (25.0%)
PADDQ %XMM0,%XMM2	1	0	0	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	1	0.25	vect (25.0%)
PSLLQ $0x3,%XMM2	1	0	0	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0	1	0.50	vect (25.0%)
PADDQ 0x80(%RSP),%XMM2	1	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0.25	0.25	0.25	0.25	0	0	1	0.50	vect (25.0%)
MOVQ %XMM2,%RAX	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.50	0.50	1	0.50	scal (12.5%)
MOVDQA %XMM5,%XMM0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.17	vect (25.0%)
PSHUFD $-0x12,%XMM2,%XMM2	1	0	0	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	1	0.25	vect (25.0%)
PMULUDQ %XMM1,%XMM0	1	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0	0	0	3	0.50	vect (12.5%)
MOVDQA %XMM5,%XMM13	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.17	vect (25.0%)
PSRLQ $0x20,%XMM13	1	0	0	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0	1	0.50	vect (25.0%)
MOVQ %XMM2,%RDX	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.50	0.50	1	0.50	scal (12.5%)
PMULUDQ %XMM1,%XMM13	1	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0	0	0	3	0.50	vect (12.5%)
MOVDQA %XMM5,%XMM2	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.17	vect (25.0%)
PMULUDQ %XMM15,%XMM2	1	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0	0	0	3	0.50	vect (12.5%)
MOVSD (%RAX),%XMM6	1	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	0	0	0	0	1	0.50	scal (12.5%)
PADDQ %XMM13,%XMM2	1	0	0	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	1	0.25	vect (25.0%)
PSLLQ $0x20,%XMM2	1	0	0	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0	1	0.50	vect (25.0%)
MOVHPD (%RDX),%XMM6	1	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0.25	0.25	0.25	0.25	0	0	1	0.50	scal (12.5%)
PADDQ %XMM14,%XMM0	1	0	0	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	1	0.25	vect (25.0%)
PADDQ %XMM2,%XMM0	1	0	0	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	1	0.25	vect (25.0%)
PSLLQ $0x3,%XMM0	1	0	0	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0	1	0.50	vect (25.0%)
MOVAPD 0x39156(%RIP),%XMM2	1	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	0	0	0	0	3	0.50	vect (25.0%)
PADDQ 0x70(%RSP),%XMM0	1	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0.25	0.25	0.25	0.25	0	0	1	0.50	vect (25.0%)
MOVQ %XMM0,%RSI	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.50	0.50	1	0.50	scal (12.5%)
PSHUFD $-0x12,%XMM0,%XMM0	1	0	0	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	1	0.25	vect (25.0%)
MOVQ %XMM0,%RDI	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.50	0.50	1	0.50	scal (12.5%)
MOVDQA %XMM7,%XMM0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.17	vect (25.0%)
PSRLQ $0x20,%XMM0	1	0	0	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0	1	0.50	vect (25.0%)
PMULUDQ %XMM1,%XMM0	1	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0	0	0	3	0.50	vect (12.5%)
DIVPD %XMM6,%XMM2	1	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0	0	0	13	4	vect (25.0%)
MOVDQA %XMM7,%XMM13	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.17	vect (25.0%)
PMULUDQ %XMM15,%XMM13	1	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0	0	0	3	0.50	vect (12.5%)
PADDQ %XMM0,%XMM13	1	0	0	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	1	0.25	vect (25.0%)
MULPD 0x39459(%RIP),%XMM6	1	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0.50	0.50	0	0	0	0	3	0.50	vect (25.0%)
MOVSD (%RSI),%XMM0	1	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	0	0	0	0	1	0.50	scal (12.5%)
MOVHPD (%RDI),%XMM0	1	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0.25	0.25	0.25	0.25	0	0	1	0.50	scal (12.5%)
MULPD %XMM6,%XMM0	1	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0	0	0	3	0.50	vect (25.0%)
MOVDQA %XMM7,%XMM6	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.17	vect (25.0%)
PMULUDQ %XMM1,%XMM6	1	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0	0	0	3	0.50	vect (12.5%)
PSLLQ $0x20,%XMM13	1	0	0	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0	1	0.50	vect (25.0%)
PADDQ %XMM14,%XMM6	1	0	0	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	1	0.25	vect (25.0%)
PADDQ %XMM13,%XMM6	1	0	0	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	1	0.25	vect (25.0%)
PSLLQ $0x3,%XMM6	1	0	0	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0	1	0.50	vect (25.0%)
PADDQ 0x60(%RSP),%XMM6	1	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0.25	0.25	0.25	0.25	0	0	1	0.50	vect (25.0%)
MOVQ %XMM6,%RSI	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.50	0.50	1	0.50	scal (12.5%)
MOVLPD %XMM0,(%RSI)	1	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	0	0	0.50	0.50	1	0.50	scal (12.5%)
PSHUFD $-0x12,%XMM6,%XMM6	1	0	0	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	1	0.25	vect (25.0%)
MOVQ %XMM6,%RSI	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.50	0.50	1	0.50	scal (12.5%)
MOVHPD %XMM0,(%RSI)	2	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0.25	0.25	0.25	0.25	0.50	0.50	2	0.50	scal (12.5%)
MOVSD (%RAX),%XMM6	1	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	0	0	0	0	1	0.50	scal (12.5%)
MOVHPD (%RDX),%XMM6	1	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0.25	0.25	0.25	0.25	0	0	1	0.50	scal (12.5%)
MULPD 0x39413(%RIP),%XMM0	1	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0.50	0.50	0	0	0	0	3	0.50	vect (25.0%)
MULPD %XMM6,%XMM0	1	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0	0	0	3	0.50	vect (25.0%)
MOVDQA %XMM9,%XMM6	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.17	vect (25.0%)
MOVDQA %XMM9,%XMM13	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.17	vect (25.0%)
PMULUDQ %XMM1,%XMM6	1	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0	0	0	3	0.50	vect (12.5%)
PSRLQ $0x20,%XMM13	1	0	0	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0	1	0.50	vect (25.0%)
PMULUDQ %XMM1,%XMM13	1	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0	0	0	3	0.50	vect (12.5%)
PMULUDQ %XMM9,%XMM15	1	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0	0	0	3	0.50	vect (12.5%)
PADDQ %XMM13,%XMM15	1	0	0	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	1	0.25	vect (25.0%)
PADDQ %XMM14,%XMM6	1	0	0	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	1	0.25	vect (25.0%)
ANDPD 0x386df(%RIP),%XMM2	1	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0.25	0.25	0.25	0.25	0	0	1	0.50	vect (25.0%)
SQRTPD %XMM0,%XMM0	1	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0	0	0	21	8.50	vect (25.0%)
MULPD %XMM2,%XMM0	1	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0	0	0	3	0.50	vect (25.0%)
PSLLQ $0x20,%XMM15	1	0	0	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0	1	0.50	vect (25.0%)
PADDQ %XMM15,%XMM6	1	0	0	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	1	0.25	vect (25.0%)
PSLLQ $0x3,%XMM6	1	0	0	0	0	0	0	0	0	0	0	0	0	0.50	0.50	0	0	1	0.50	vect (25.0%)
PADDQ %XMM10,%XMM6	1	0	0	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	1	0.25	vect (25.0%)
MOVQ %XMM6,%RAX	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.50	0.50	1	0.50	scal (12.5%)
PSHUFD $-0x12,%XMM6,%XMM1	1	0	0	0	0	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	1	0.25	vect (25.0%)
MOVQ %XMM1,%RDX	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.50	0.50	1	0.50	scal (12.5%)
MOVLPD %XMM0,(%RAX)	1	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0	0	0	0	0.50	0.50	1	0.50	scal (12.5%)
MOVHPD %XMM0,(%RDX)	2	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0.25	0.25	0.25	0.25	0.50	0.50	2	0.50	scal (12.5%)
PADDQ 0x39002(%RIP),%XMM11	1	0	0	0	0	0	0	0.25	0.25	0.25	0.25	0.25	0.25	0.25	0.25	0	0	1	0.50	vect (25.0%)
ADD $0x2,%R15	1	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	0	1	0.17	N/A
CMP %R9,%R15	1	0.17	0.17	0.17	0.17	0.17	0.17	0	0	0	0	0	0	0	0	0	0	1	0.17	N/A
JB 4321f0 <_Z16ideal_gas_kerneliiiiRN6clover8Buffer2DIdEES2_S2_S2_.extracted+0x1e0>	1	0	0	0	0.33	0.33	0.33	0	0	0	0	0	0	0	0	0	0	1	0.50-1	N/A

Report Configuration

Code clean check

Workaround

Vectorization

Details

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Execution units bottlenecks

Workaround

Expensive FP math instructions/calls

Complex instructions

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Slow data structures access

Details

Workaround

Vector unaligned load/store instructions

Details

Workaround

Conversion instructions

Details

Workaround

Type of elements and instruction set

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

Arithmetic intensity

General properties

Front-end

Back-end

Cycles summary

Vectorization ratios

Vector efficiency ratios

Cycles and memory resources usage

Front-end bottlenecks

ASM code

Code clean check

Workaround

Vectorization

Details

Workaround

Execution units bottlenecks

Workaround

Expensive FP math instructions/calls

Complex instructions

Details

Slow data structures access

Details

Workaround

Vector unaligned load/store instructions

Details

Workaround

Conversion instructions

Details

Workaround

Type of elements and instruction set

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

Arithmetic intensity

General properties

Front-end

Back-end

Cycles summary

Vectorization ratios

Vector efficiency ratios

Cycles and memory resources usage

Front-end bottlenecks

ASM code