OV - exec - Function main.omp

	Function: main.omp_outlined.29	Module: exec	Source: stream.c:330-332	Coverage (incl. loops): 19.67% \| (excl. loops): 0.00%

/beegfs/hackathon/users/eoseret/qaas_runs_test/isix02.benchmarkcenter.megware.com/177-373-7005/stream/build/stream/src/stream.c: 330 - 332

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

330: #pragma omp parallel for

331: 	for (j=0; j<STREAM_ARRAY_SIZE; j++)

332: 	    b[j] = scalar*c[j];

0x2039b0 PUSH	%RBP

0x2039b1 MOV	%RSP,%RBP

0x2039b4 PUSH	%R15

0x2039b6 PUSH	%R14

0x2039b8 PUSH	%RBX

0x2039b9 SUB	$0x28,%RSP

0x2039bd MOV	%RDX,%R15

0x2039c0 MOVQ	$0,-0x30(%RBP)

0x2039c8 MOVQ	$0x3344ffff,-0x20(%RBP)

0x2039d0 LEA	0x3659(%RIP),%RBX

0x2039d7 MOVQ	$0x1,-0x38(%RBP)

0x2039df MOVL	$0,-0x24(%RBP)

0x2039e6 MOV	(%RDI),%R14D

0x2039e9 SUB	$0x8,%RSP

0x2039ed LEA	-0x38(%RBP),%RAX

0x2039f1 MOV	$0x1198,%RDI

0x2039fb ADD	%RBX,%RDI

0x2039fe LEA	-0x24(%RBP),%RCX

0x203a02 LEA	-0x30(%RBP),%R8

0x203a06 LEA	-0x20(%RBP),%R9

0x203a0a MOV	%R14D,%ESI

0x203a0d MOV	$0x22,%EDX

0x203a12 PUSH	$0x1

0x203a14 PUSH	$0x1

0x203a16 PUSH	%RAX

0x203a17 CALL	204e20 <@plt_start@+0x80>

0x203a1c ADD	$0x20,%RSP

0x203a20 MOV	-0x20(%RBP),%RCX

0x203a24 CMP	$0x3344ffff,%RCX

0x203a2b MOV	$0x3344ffff,%EAX

0x203a30 CMOVL	%RCX,%RAX

0x203a34 MOV	%RAX,-0x20(%RBP)

0x203a38 MOV	-0x30(%RBP),%RDI

0x203a3c CMP	%RAX,%RDI

0x203a3f JG	203b76

0x203a45 VMOVSD	(%R15),%XMM0

0x203a4a MOV	%RAX,%RSI

0x203a4d SUB	%RDI,%RSI

0x203a50 INC	%RSI

0x203a53 MOV	$0x334501270,%RCX

0x203a5d MOV	$0x19a281270,%RDX

0x203a67 CMP	$0x4,%RSI

0x203a6b JAE	203a75

0x203a6d MOV	%RDI,%R9

0x203a70 JMP	203b4a

0x203a75 CMP	$0x20,%RSI

0x203a79 JAE	203a83

0x203a7b XOR	%R8D,%R8D

0x203a7e JMP	203b06

0x203a83 MOV	%RSI,%R8

0x203a86 AND	$-0x20,%R8

0x203a8a VBROADCASTSD	%XMM0,%ZMM1

0x203a90 LEA	(%RBX,%RCX,1),%R9

0x203a94 LEA	0xc0(%R9,%RDI,8),%R9

0x203a9c LEA	(%RBX,%RDX,1),%R10

0x203aa0 LEA	0xc0(%R10,%RDI,8),%R10

0x203aa8 XOR	%R11D,%R11D

0x203aab NOPL	(%RAX,%RAX,1)

(8) 0x203ab0 VMULPD	-0xc0(%R9,%R11,8),%ZMM1,%ZMM2

(8) 0x203ab8 VMULPD	-0x80(%R9,%R11,8),%ZMM1,%ZMM3

(8) 0x203ac0 VMULPD	-0x40(%R9,%R11,8),%ZMM1,%ZMM4

(8) 0x203ac8 VMULPD	(%R9,%R11,8),%ZMM1,%ZMM5

(8) 0x203acf VMOVUPD	%ZMM2,-0xc0(%R10,%R11,8)

(8) 0x203ad7 VMOVUPD	%ZMM3,-0x80(%R10,%R11,8)

(8) 0x203adf VMOVUPD	%ZMM4,-0x40(%R10,%R11,8)

(8) 0x203ae7 VMOVUPD	%ZMM5,(%R10,%R11,8)

(8) 0x203aee ADD	$0x20,%R11

(8) 0x203af2 CMP	%R11,%R8

(8) 0x203af5 JNE	203ab0

0x203af7 CMP	%R8,%RSI

0x203afa JE	203b76

0x203afc TEST	$0x1c,%SIL

0x203b00 JE	203b9c

0x203b06 MOV	%RSI,%R10

0x203b09 AND	$-0x4,%R10

0x203b0d LEA	(%RDI,%R10,1),%R9

0x203b11 VBROADCASTSD	%XMM0,%YMM1

0x203b16 LEA	(%RBX,%RCX,1),%R11

0x203b1a LEA	(%R11,%RDI,8),%R11

0x203b1e LEA	(%RBX,%RDX,1),%R15

0x203b22 LEA	(%R15,%RDI,8),%RDI

0x203b26 NOPW	%CS:(%RAX,%RAX,1)

(10) 0x203b30 VMULPD	(%R11,%R8,8),%YMM1,%YMM2

(10) 0x203b36 VMOVUPD	%YMM2,(%RDI,%R8,8)

(10) 0x203b3c ADD	$0x4,%R8

(10) 0x203b40 CMP	%R8,%R10

(10) 0x203b43 JNE	203b30

0x203b45 CMP	%R10,%RSI

0x203b48 JE	203b76

0x203b4a DEC	%R9

0x203b4d ADD	%RBX,%RCX

0x203b50 ADD	%RBX,%RDX

0x203b53 NOPW	%CS:(%RAX,%RAX,1)

(9) 0x203b60 VMULSD	0x8(%RCX,%R9,8),%XMM0,%XMM1

(9) 0x203b67 VMOVSD	%XMM1,0x8(%RDX,%R9,8)

(9) 0x203b6e INC	%R9

(9) 0x203b71 CMP	%RAX,%R9

(9) 0x203b74 JL	203b60

0x203b76 MOV	$0x11b0,%RAX

0x203b80 ADD	%RAX,%RBX

0x203b83 MOV	%RBX,%RDI

0x203b86 MOV	%R14D,%ESI

0x203b89 VZEROUPPER

0x203b8c CALL	204e40 <@plt_start@+0xa0>

0x203b91 ADD	$0x28,%RSP

0x203b95 POP	%RBX

0x203b96 POP	%R14

0x203b98 POP	%R15

0x203b9a POP	%RBP

0x203b9b RET

0x203b9c ADD	%R8,%RDI

0x203b9f JMP	203a6d

0x203ba4 NOPW	%CS:(%RAX,%RAX,1)

Coverage (%)	Name	Source Location	Module
►99.67+	__kmp_invoke_microtask		libomp.so
○	__kmp_invoke_task_func		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 aocc_7

Source file and lines	stream.c:330-332
Module	exec

The function is defined in /beegfs/hackathon/users/eoseret/qaas_runs_test/isix02.benchmarkcenter.megware.com/177-373-7005/stream/build/stream/src/stream.c:330-332.

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 15.83 to 3.33 cycles (4.75x speedup).

Workaround

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

Vectorization

Your function is probably not vectorized. Only 11% of vector register length is used (average across all SSE/AVX instructions). By vectorizing your function, you can lower the cost of an iteration from 15.83 to 1.19 cycles (13.26x speedup).

Details

Store and arithmetical SSE/AVX 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)

Execution units bottlenecks

Found no such bottlenecks but see expert reports for more complex bottlenecks.

No data for this section

CALL instructions

Detected function call instructions.

Details

Calling (and then returning from) a function prevents many compiler optimizations (like vectorization), breaks control flow (which reduces pipeline performance) and executes extra instructions to save/restore the registers used inside it, which is very expensive (dozens of cycles). Consider to inline small functions.

unknown: 2 occurrences►
- /beegfs/hackathon/users/eoseret/qaas_runs_test/isix02.benchmarkcenter.megware.com/177-373-7005/stream/build/stream/src/stream.c:330
- /beegfs/hackathon/users/eoseret/qaas_runs_test/isix02.benchmarkcenter.megware.com/177-373-7005/stream/build/stream/src/stream.c:330

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.

VZEROUPPER: 1 occurrences►
- /beegfs/hackathon/users/eoseret/qaas_runs_test/isix02.benchmarkcenter.megware.com/177-373-7005/stream/build/stream/src/stream.c:330

Type of elements and instruction set

No instructions are processing arithmetic or math operations on FP elements. This function is probably writing/copying data or processing integer elements.

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 28 bytes. The binary function is storing 36 bytes.

General properties

nb instructions	92
nb uops	95
loop length	398
used x86 registers	14
used mmx registers	0
used xmm registers	1
used ymm registers	1
used zmm registers	1
nb stack references	4

Front-end

MACRO FUSION NOT POSSIBLE FIT IN UOP CACHE

micro-operation queue	15.83 cycles
front end	15.83 cycles

Back-end

	P0	P1	P2	P3	P4	P5	P6	P7	P8	P9	P10	P11
uops	6.60	6.60	3.00	3.00	7.00	6.60	6.60	7.00	7.00	7.00	6.60	3.00
cycles	6.60	6.60	3.00	3.00	7.00	6.60	6.60	7.00	7.00	7.00	6.60	3.00

Execution ports to units layout:

P0 (256 bits): VPU, BRU, ALU, DIV/SQRT
P1 (256 bits): ALU, VPU
P2 (512 bits): load
P3 (512 bits): load
P4 (512 bits): store data
P5 (512 bits): ALU, VPU
P6: ALU, BRU
P7: store address
P8: store address
P9 (512 bits): store data
P10: ALU
P11 (512 bits): load

Cycles executing div or sqrt instructions

Cycles summary

Front-end	15.83
Dispatch	7.00
Overall L1	15.83

Vectorization ratios

INT

all	4%
load	0%
store	0%
mul	NA (no mul vectorizable/vectorized instructions)
add-sub	0%
fma	NA (no fma vectorizable/vectorized instructions)
other	10%

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

INT+FP

all	4%
load	0%
store	0%
mul	NA (no mul vectorizable/vectorized instructions)
add-sub	0%
fma	NA (no fma vectorizable/vectorized instructions)
div/sqrt	NA (no div/sqrt vectorizable/vectorized instructions)
other	8%

Vector efficiency ratios

INT

all	11%
load	6%
store	7%
mul	NA (no mul vectorizable/vectorized instructions)
add-sub	12%
fma	NA (no fma vectorizable/vectorized instructions)
other	12%

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

INT+FP

all	11%
load	9%
store	7%
mul	NA (no mul vectorizable/vectorized instructions)
add-sub	12%
fma	NA (no fma vectorizable/vectorized instructions)
div/sqrt	NA (no div/sqrt vectorizable/vectorized instructions)
other	12%

Cycles and memory resources usage

Assuming all data fit into the L1 cache, each call to the function takes 15.83 cycles. At this rate:

0% of peak load performance is reached (1.77 out of 192.00 bytes loaded per cycle (GB/s @ 1GHz))
1% of peak store performance is reached (2.27 out of 128.00 bytes stored per cycle (GB/s @ 1GHz))

Front-end bottlenecks

Performance is limited by instruction throughput (loading/decoding program instructions to execution core) (front-end is a bottleneck). By removing all these bottlenecks, you can lower the cost of an iteration from 15.83 to 7.00 cycles (2.26x speedup).

ASM code

In the binary file, the address of the function is: 2039b0

Instruction	Nb FU	P0	P1	P2	P3	P4	P5	P6	P7	P8	P9	P10	P11	Latency	Recip. throughput	Vectorization
PUSH %RBP	1	0	0	0	0	0.50	0	0	0.50	0.50	0.50	0	0	5-12	0.50	N/A
MOV %RSP,%RBP	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0.17	N/A
PUSH %R15	1	0	0	0	0	0.50	0	0	0.50	0.50	0.50	0	0	5-12	0.50	N/A
PUSH %R14	1	0	0	0	0	0.50	0	0	0.50	0.50	0.50	0	0	5-12	0.50	N/A
PUSH %RBX	1	0	0	0	0	0.50	0	0	0.50	0.50	0.50	0	0	5-12	0.50	N/A
SUB $0x28,%RSP	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0.17	scal (12.5%)
MOV %RDX,%R15	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0.17	N/A
MOVQ $0,-0x30(%RBP)	1	0	0	0	0	0.50	0	0	0.50	0.50	0.50	0	0	1	0.50	scal (6.3%)
MOVQ $0x3344ffff,-0x20(%RBP)	1	0	0	0	0	0.50	0	0	0.50	0.50	0.50	0	0	1	0.50	scal (6.3%)
LEA 0x3659(%RIP),%RBX	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0.17	N/A
MOVQ $0x1,-0x38(%RBP)	1	0	0	0	0	0.50	0	0	0.50	0.50	0.50	0	0	1	0.50	scal (6.3%)
MOVL $0,-0x24(%RBP)	1	0	0	0	0	0.50	0	0	0.50	0.50	0.50	0	0	1	0.50	scal (6.3%)
MOV (%RDI),%R14D	1	0	0	0.33	0.33	0	0	0	0	0	0	0	0.33	1	0.33	scal (6.3%)
SUB $0x8,%RSP	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0.17	scal (12.5%)
LEA -0x38(%RBP),%RAX	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0.17	N/A
MOV $0x1198,%RDI	1	0.20	0.20	0	0	0	0.20	0.20	0	0	0	0.20	0	1	0.28	N/A
ADD %RBX,%RDI	1	0.20	0.20	0	0	0	0.20	0.20	0	0	0	0.20	0	1	0.20	N/A
LEA -0x24(%RBP),%RCX	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0.17	N/A
LEA -0x30(%RBP),%R8	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0.17	N/A
LEA -0x20(%RBP),%R9	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0.17	N/A
MOV %R14D,%ESI	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0.17	scal (6.3%)
MOV $0x22,%EDX	1	0.20	0.20	0	0	0	0.20	0.20	0	0	0	0.20	0	1	0.20	N/A
PUSH $0x1	1	0	0	0	0	0.50	0	0	0.50	0.50	0.50	0	0	5-12	0.50	N/A
PUSH $0x1	1	0	0	0	0	0.50	0	0	0.50	0.50	0.50	0	0	5-12	0.50	N/A
PUSH %RAX	1	0	0	0	0	0.50	0	0	0.50	0.50	0.50	0	0	5-12	0.50	N/A
CALL 204e20 <@plt_start@+0x80>	2	0	0	0	0	0.50	0	0	0.50	0.50	0.50	0	0	0	1	N/A
ADD $0x20,%RSP	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0.17	scal (12.5%)
MOV -0x20(%RBP),%RCX	1	0	0	0.33	0.33	0	0	0	0	0	0	0	0.33	1	0.33	N/A
CMP $0x3344ffff,%RCX	1	0.20	0.20	0	0	0	0.20	0.20	0	0	0	0.20	0	1	0.20	scal (12.5%)
MOV $0x3344ffff,%EAX	1	0.20	0.20	0	0	0	0.20	0.20	0	0	0	0.20	0	1	0.20	N/A
CMOVL %RCX,%RAX	1	0.50	0	0	0	0	0	0.50	0	0	0	0	0	1	0.50	N/A
MOV %RAX,-0x20(%RBP)	1	0	0	0	0	0.50	0	0	0.50	0.50	0.50	0	0	1	0.50	scal (12.5%)
MOV -0x30(%RBP),%RDI	1	0	0	0.33	0.33	0	0	0	0	0	0	0	0.33	1	0.33	N/A
CMP %RAX,%RDI	1	0.20	0.20	0	0	0	0.20	0.20	0	0	0	0.20	0	1	0.20	scal (12.5%)
JG 203b76 <main.omp_outlined.29+0x1c6>	1	0.50	0	0	0	0	0	0.50	0	0	0	0	0	0	0.50	N/A
VMOVSD (%R15),%XMM0	1	0	0	0.33	0.33	0	0	0	0	0	0	0	0.33	1	0.33	scal (12.5%)
MOV %RAX,%RSI	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0.17	scal (12.5%)
SUB %RDI,%RSI	1	0.20	0.20	0	0	0	0.20	0.20	0	0	0	0.20	0	1	0.20	scal (12.5%)
INC %RSI	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0.17	scal (12.5%)
MOV $0x334501270,%RCX	1	0.20	0.20	0	0	0	0.20	0.20	0	0	0	0.20	0	1	0.28	N/A
MOV $0x19a281270,%RDX	1	0.20	0.20	0	0	0	0.20	0.20	0	0	0	0.20	0	1	0.28	N/A
CMP $0x4,%RSI	1	0.20	0.20	0	0	0	0.20	0.20	0	0	0	0.20	0	1	0.20	scal (12.5%)
JAE 203a75 <main.omp_outlined.29+0xc5>	1	0.50	0	0	0	0	0	0.50	0	0	0	0	0	0	0.50	N/A
MOV %RDI,%R9	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0.17	N/A
JMP 203b4a <main.omp_outlined.29+0x19a>	1	0	0	0	0	0	0	0	0	0	0	0	0	0	2.08	N/A
CMP $0x20,%RSI	1	0.20	0.20	0	0	0	0.20	0.20	0	0	0	0.20	0	1	0.20	scal (12.5%)
JAE 203a83 <main.omp_outlined.29+0xd3>	1	0.50	0	0	0	0	0	0.50	0	0	0	0	0	0	0.50	N/A
XOR %R8D,%R8D	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0.17	N/A
JMP 203b06 <main.omp_outlined.29+0x156>	1	0	0	0	0	0	0	0	0	0	0	0	0	0	2.08	N/A
MOV %RSI,%R8	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0.17	N/A
AND $-0x20,%R8	1	0.20	0.20	0	0	0	0.20	0.20	0	0	0	0.20	0	1-2	0.20	N/A
VBROADCASTSD %XMM0,%ZMM1	1	0	0	0	0	0	1	0	0	0	0	0	0	3	1	scal (12.5%)
LEA (%RBX,%RCX,1),%R9	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0.17	N/A
LEA 0xc0(%R9,%RDI,8),%R9	1	0	1	0	0	0	0	0	0	0	0	0	0	3	1	N/A
LEA (%RBX,%RDX,1),%R10	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0.17	N/A
LEA 0xc0(%R10,%RDI,8),%R10	1	0	1	0	0	0	0	0	0	0	0	0	0	3	1	N/A
XOR %R11D,%R11D	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0.17	N/A
NOPL (%RAX,%RAX,1)	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0.17	N/A
CMP %R8,%RSI	1	0.20	0.20	0	0	0	0.20	0.20	0	0	0	0.20	0	1	0.20	scal (12.5%)
JE 203b76 <main.omp_outlined.29+0x1c6>	1	0.50	0	0	0	0	0	0.50	0	0	0	0	0	0	0.50	N/A
TEST $0x1c,%SIL	1	0.20	0.20	0	0	0	0.20	0.20	0	0	0	0.20	0	2	0.20	N/A
JE 203b9c <main.omp_outlined.29+0x1ec>	1	0.50	0	0	0	0	0	0.50	0	0	0	0	0	0	0.50	N/A
MOV %RSI,%R10	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0.17	N/A
AND $-0x4,%R10	1	0.20	0.20	0	0	0	0.20	0.20	0	0	0	0.20	0	1-2	0.20	N/A
LEA (%RDI,%R10,1),%R9	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0.17	N/A
VBROADCASTSD %XMM0,%YMM1	1	0	0	0	0	0	1	0	0	0	0	0	0	3	1	scal (12.5%)
LEA (%RBX,%RCX,1),%R11	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0.17	N/A
LEA (%R11,%RDI,8),%R11	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0.17	N/A
LEA (%RBX,%RDX,1),%R15	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0.17	N/A
LEA (%R15,%RDI,8),%RDI	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0.17	N/A
NOPW %CS:(%RAX,%RAX,1)	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0.17	N/A
CMP %R10,%RSI	1	0.20	0.20	0	0	0	0.20	0.20	0	0	0	0.20	0	1	0.20	scal (12.5%)
JE 203b76 <main.omp_outlined.29+0x1c6>	1	0.50	0	0	0	0	0	0.50	0	0	0	0	0	0	0.50	N/A
DEC %R9	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0.17	N/A
ADD %RBX,%RCX	1	0.20	0.20	0	0	0	0.20	0.20	0	0	0	0.20	0	1	0.20	N/A
ADD %RBX,%RDX	1	0.20	0.20	0	0	0	0.20	0.20	0	0	0	0.20	0	1	0.20	N/A
NOPW %CS:(%RAX,%RAX,1)	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0.17	N/A
MOV $0x11b0,%RAX	1	0.20	0.20	0	0	0	0.20	0.20	0	0	0	0.20	0	1	0.28	N/A
ADD %RAX,%RBX	1	0.20	0.20	0	0	0	0.20	0.20	0	0	0	0.20	0	1	0.20	N/A
MOV %RBX,%RDI	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0.17	N/A
MOV %R14D,%ESI	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0.17	scal (6.3%)
VZEROUPPER	2	0	0	0	0	0	0	0	0	0	0	0	0	0	1	vect (25.0%)
CALL 204e40 <@plt_start@+0xa0>	2	0	0	0	0	0.50	0	0	0.50	0.50	0.50	0	0	0	1	N/A
ADD $0x28,%RSP	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0.17	scal (12.5%)
POP %RBX	1	0	0	0.33	0.33	0	0	0	0	0	0	0	0.33	1-6	0.33	N/A
POP %R14	1	0	0	0.33	0.33	0	0	0	0	0	0	0	0.33	1-6	0.33	N/A
POP %R15	1	0	0	0.33	0.33	0	0	0	0	0	0	0	0.33	1-6	0.33	N/A
POP %RBP	1	0	0	0.33	0.33	0	0	0	0	0	0	0	0.33	1-6	0.33	N/A
RET	1	0.50	0	0.33	0.33	0	0	0.50	0	0	0	0	0.33	0	2.13	N/A
ADD %R8,%RDI	1	0.20	0.20	0	0	0	0.20	0.20	0	0	0	0.20	0	1	0.20	N/A
JMP 203a6d <main.omp_outlined.29+0xbd>	1	0	0	0	0	0	0	0	0	0	0	0	0	0	2.08	N/A
NOPW %CS:(%RAX,%RAX,1)	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0.17	N/A

The code analyzed by CQA in that panel excludes loops and represents 0.00% of application time for run aocc_7

Source file and lines	stream.c:330-332
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 15.83 to 3.33 cycles (4.75x speedup).

Workaround

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

Vectorization

Details

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)

Execution units bottlenecks

Found no such bottlenecks but see expert reports for more complex bottlenecks.

No data for this section

CALL instructions

Detected function call instructions.

Details

unknown: 2 occurrences►
- /beegfs/hackathon/users/eoseret/qaas_runs_test/isix02.benchmarkcenter.megware.com/177-373-7005/stream/build/stream/src/stream.c:330
- /beegfs/hackathon/users/eoseret/qaas_runs_test/isix02.benchmarkcenter.megware.com/177-373-7005/stream/build/stream/src/stream.c:330

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.

VZEROUPPER: 1 occurrences►
- /beegfs/hackathon/users/eoseret/qaas_runs_test/isix02.benchmarkcenter.megware.com/177-373-7005/stream/build/stream/src/stream.c:330

Type of elements and instruction set

No instructions are processing arithmetic or math operations on FP elements. This function is probably writing/copying data or processing integer elements.

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 28 bytes. The binary function is storing 36 bytes.

General properties

nb instructions	92
nb uops	95
loop length	398
used x86 registers	14
used mmx registers	0
used xmm registers	1
used ymm registers	1
used zmm registers	1
nb stack references	4

Front-end

MACRO FUSION NOT POSSIBLE FIT IN UOP CACHE

micro-operation queue	15.83 cycles
front end	15.83 cycles

Back-end

	P0	P1	P2	P3	P4	P5	P6	P7	P8	P9	P10	P11
uops	6.60	6.60	3.00	3.00	7.00	6.60	6.60	7.00	7.00	7.00	6.60	3.00
cycles	6.60	6.60	3.00	3.00	7.00	6.60	6.60	7.00	7.00	7.00	6.60	3.00

Execution ports to units layout:

P0 (256 bits): VPU, BRU, ALU, DIV/SQRT
P1 (256 bits): ALU, VPU
P2 (512 bits): load
P3 (512 bits): load
P4 (512 bits): store data
P5 (512 bits): ALU, VPU
P6: ALU, BRU
P7: store address
P8: store address
P9 (512 bits): store data
P10: ALU
P11 (512 bits): load

Cycles executing div or sqrt instructions

Cycles summary

Front-end	15.83
Dispatch	7.00
Overall L1	15.83

Vectorization ratios

INT

all	4%
load	0%
store	0%
mul	NA (no mul vectorizable/vectorized instructions)
add-sub	0%
fma	NA (no fma vectorizable/vectorized instructions)
other	10%

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

INT+FP

all	4%
load	0%
store	0%
mul	NA (no mul vectorizable/vectorized instructions)
add-sub	0%
fma	NA (no fma vectorizable/vectorized instructions)
div/sqrt	NA (no div/sqrt vectorizable/vectorized instructions)
other	8%

Vector efficiency ratios

INT

all	11%
load	6%
store	7%
mul	NA (no mul vectorizable/vectorized instructions)
add-sub	12%
fma	NA (no fma vectorizable/vectorized instructions)
other	12%

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

INT+FP

all	11%
load	9%
store	7%
mul	NA (no mul vectorizable/vectorized instructions)
add-sub	12%
fma	NA (no fma vectorizable/vectorized instructions)
div/sqrt	NA (no div/sqrt vectorizable/vectorized instructions)
other	12%

Cycles and memory resources usage

Assuming all data fit into the L1 cache, each call to the function takes 15.83 cycles. At this rate:

0% of peak load performance is reached (1.77 out of 192.00 bytes loaded per cycle (GB/s @ 1GHz))
1% of peak store performance is reached (2.27 out of 128.00 bytes stored per cycle (GB/s @ 1GHz))

Front-end bottlenecks

ASM code

In the binary file, the address of the function is: 2039b0

Instruction	Nb FU	P0	P1	P2	P3	P4	P5	P6	P7	P8	P9	P10	P11	Latency	Recip. throughput	Vectorization
PUSH %RBP	1	0	0	0	0	0.50	0	0	0.50	0.50	0.50	0	0	5-12	0.50	N/A
MOV %RSP,%RBP	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0.17	N/A
PUSH %R15	1	0	0	0	0	0.50	0	0	0.50	0.50	0.50	0	0	5-12	0.50	N/A
PUSH %R14	1	0	0	0	0	0.50	0	0	0.50	0.50	0.50	0	0	5-12	0.50	N/A
PUSH %RBX	1	0	0	0	0	0.50	0	0	0.50	0.50	0.50	0	0	5-12	0.50	N/A
SUB $0x28,%RSP	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0.17	scal (12.5%)
MOV %RDX,%R15	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0.17	N/A
MOVQ $0,-0x30(%RBP)	1	0	0	0	0	0.50	0	0	0.50	0.50	0.50	0	0	1	0.50	scal (6.3%)
MOVQ $0x3344ffff,-0x20(%RBP)	1	0	0	0	0	0.50	0	0	0.50	0.50	0.50	0	0	1	0.50	scal (6.3%)
LEA 0x3659(%RIP),%RBX	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0.17	N/A
MOVQ $0x1,-0x38(%RBP)	1	0	0	0	0	0.50	0	0	0.50	0.50	0.50	0	0	1	0.50	scal (6.3%)
MOVL $0,-0x24(%RBP)	1	0	0	0	0	0.50	0	0	0.50	0.50	0.50	0	0	1	0.50	scal (6.3%)
MOV (%RDI),%R14D	1	0	0	0.33	0.33	0	0	0	0	0	0	0	0.33	1	0.33	scal (6.3%)
SUB $0x8,%RSP	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0.17	scal (12.5%)
LEA -0x38(%RBP),%RAX	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0.17	N/A
MOV $0x1198,%RDI	1	0.20	0.20	0	0	0	0.20	0.20	0	0	0	0.20	0	1	0.28	N/A
ADD %RBX,%RDI	1	0.20	0.20	0	0	0	0.20	0.20	0	0	0	0.20	0	1	0.20	N/A
LEA -0x24(%RBP),%RCX	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0.17	N/A
LEA -0x30(%RBP),%R8	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0.17	N/A
LEA -0x20(%RBP),%R9	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0.17	N/A
MOV %R14D,%ESI	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0.17	scal (6.3%)
MOV $0x22,%EDX	1	0.20	0.20	0	0	0	0.20	0.20	0	0	0	0.20	0	1	0.20	N/A
PUSH $0x1	1	0	0	0	0	0.50	0	0	0.50	0.50	0.50	0	0	5-12	0.50	N/A
PUSH $0x1	1	0	0	0	0	0.50	0	0	0.50	0.50	0.50	0	0	5-12	0.50	N/A
PUSH %RAX	1	0	0	0	0	0.50	0	0	0.50	0.50	0.50	0	0	5-12	0.50	N/A
CALL 204e20 <@plt_start@+0x80>	2	0	0	0	0	0.50	0	0	0.50	0.50	0.50	0	0	0	1	N/A
ADD $0x20,%RSP	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0.17	scal (12.5%)
MOV -0x20(%RBP),%RCX	1	0	0	0.33	0.33	0	0	0	0	0	0	0	0.33	1	0.33	N/A
CMP $0x3344ffff,%RCX	1	0.20	0.20	0	0	0	0.20	0.20	0	0	0	0.20	0	1	0.20	scal (12.5%)
MOV $0x3344ffff,%EAX	1	0.20	0.20	0	0	0	0.20	0.20	0	0	0	0.20	0	1	0.20	N/A
CMOVL %RCX,%RAX	1	0.50	0	0	0	0	0	0.50	0	0	0	0	0	1	0.50	N/A
MOV %RAX,-0x20(%RBP)	1	0	0	0	0	0.50	0	0	0.50	0.50	0.50	0	0	1	0.50	scal (12.5%)
MOV -0x30(%RBP),%RDI	1	0	0	0.33	0.33	0	0	0	0	0	0	0	0.33	1	0.33	N/A
CMP %RAX,%RDI	1	0.20	0.20	0	0	0	0.20	0.20	0	0	0	0.20	0	1	0.20	scal (12.5%)
JG 203b76 <main.omp_outlined.29+0x1c6>	1	0.50	0	0	0	0	0	0.50	0	0	0	0	0	0	0.50	N/A
VMOVSD (%R15),%XMM0	1	0	0	0.33	0.33	0	0	0	0	0	0	0	0.33	1	0.33	scal (12.5%)
MOV %RAX,%RSI	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0.17	scal (12.5%)
SUB %RDI,%RSI	1	0.20	0.20	0	0	0	0.20	0.20	0	0	0	0.20	0	1	0.20	scal (12.5%)
INC %RSI	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0.17	scal (12.5%)
MOV $0x334501270,%RCX	1	0.20	0.20	0	0	0	0.20	0.20	0	0	0	0.20	0	1	0.28	N/A
MOV $0x19a281270,%RDX	1	0.20	0.20	0	0	0	0.20	0.20	0	0	0	0.20	0	1	0.28	N/A
CMP $0x4,%RSI	1	0.20	0.20	0	0	0	0.20	0.20	0	0	0	0.20	0	1	0.20	scal (12.5%)
JAE 203a75 <main.omp_outlined.29+0xc5>	1	0.50	0	0	0	0	0	0.50	0	0	0	0	0	0	0.50	N/A
MOV %RDI,%R9	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0.17	N/A
JMP 203b4a <main.omp_outlined.29+0x19a>	1	0	0	0	0	0	0	0	0	0	0	0	0	0	2.08	N/A
CMP $0x20,%RSI	1	0.20	0.20	0	0	0	0.20	0.20	0	0	0	0.20	0	1	0.20	scal (12.5%)
JAE 203a83 <main.omp_outlined.29+0xd3>	1	0.50	0	0	0	0	0	0.50	0	0	0	0	0	0	0.50	N/A
XOR %R8D,%R8D	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0.17	N/A
JMP 203b06 <main.omp_outlined.29+0x156>	1	0	0	0	0	0	0	0	0	0	0	0	0	0	2.08	N/A
MOV %RSI,%R8	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0.17	N/A
AND $-0x20,%R8	1	0.20	0.20	0	0	0	0.20	0.20	0	0	0	0.20	0	1-2	0.20	N/A
VBROADCASTSD %XMM0,%ZMM1	1	0	0	0	0	0	1	0	0	0	0	0	0	3	1	scal (12.5%)
LEA (%RBX,%RCX,1),%R9	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0.17	N/A
LEA 0xc0(%R9,%RDI,8),%R9	1	0	1	0	0	0	0	0	0	0	0	0	0	3	1	N/A
LEA (%RBX,%RDX,1),%R10	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0.17	N/A
LEA 0xc0(%R10,%RDI,8),%R10	1	0	1	0	0	0	0	0	0	0	0	0	0	3	1	N/A
XOR %R11D,%R11D	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0.17	N/A
NOPL (%RAX,%RAX,1)	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0.17	N/A
CMP %R8,%RSI	1	0.20	0.20	0	0	0	0.20	0.20	0	0	0	0.20	0	1	0.20	scal (12.5%)
JE 203b76 <main.omp_outlined.29+0x1c6>	1	0.50	0	0	0	0	0	0.50	0	0	0	0	0	0	0.50	N/A
TEST $0x1c,%SIL	1	0.20	0.20	0	0	0	0.20	0.20	0	0	0	0.20	0	2	0.20	N/A
JE 203b9c <main.omp_outlined.29+0x1ec>	1	0.50	0	0	0	0	0	0.50	0	0	0	0	0	0	0.50	N/A
MOV %RSI,%R10	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0.17	N/A
AND $-0x4,%R10	1	0.20	0.20	0	0	0	0.20	0.20	0	0	0	0.20	0	1-2	0.20	N/A
LEA (%RDI,%R10,1),%R9	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0.17	N/A
VBROADCASTSD %XMM0,%YMM1	1	0	0	0	0	0	1	0	0	0	0	0	0	3	1	scal (12.5%)
LEA (%RBX,%RCX,1),%R11	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0.17	N/A
LEA (%R11,%RDI,8),%R11	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0.17	N/A
LEA (%RBX,%RDX,1),%R15	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0.17	N/A
LEA (%R15,%RDI,8),%RDI	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0.17	N/A
NOPW %CS:(%RAX,%RAX,1)	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0.17	N/A
CMP %R10,%RSI	1	0.20	0.20	0	0	0	0.20	0.20	0	0	0	0.20	0	1	0.20	scal (12.5%)
JE 203b76 <main.omp_outlined.29+0x1c6>	1	0.50	0	0	0	0	0	0.50	0	0	0	0	0	0	0.50	N/A
DEC %R9	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0.17	N/A
ADD %RBX,%RCX	1	0.20	0.20	0	0	0	0.20	0.20	0	0	0	0.20	0	1	0.20	N/A
ADD %RBX,%RDX	1	0.20	0.20	0	0	0	0.20	0.20	0	0	0	0.20	0	1	0.20	N/A
NOPW %CS:(%RAX,%RAX,1)	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0.17	N/A
MOV $0x11b0,%RAX	1	0.20	0.20	0	0	0	0.20	0.20	0	0	0	0.20	0	1	0.28	N/A
ADD %RAX,%RBX	1	0.20	0.20	0	0	0	0.20	0.20	0	0	0	0.20	0	1	0.20	N/A
MOV %RBX,%RDI	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0.17	N/A
MOV %R14D,%ESI	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0.17	scal (6.3%)
VZEROUPPER	2	0	0	0	0	0	0	0	0	0	0	0	0	0	1	vect (25.0%)
CALL 204e40 <@plt_start@+0xa0>	2	0	0	0	0	0.50	0	0	0.50	0.50	0.50	0	0	0	1	N/A
ADD $0x28,%RSP	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0.17	scal (12.5%)
POP %RBX	1	0	0	0.33	0.33	0	0	0	0	0	0	0	0.33	1-6	0.33	N/A
POP %R14	1	0	0	0.33	0.33	0	0	0	0	0	0	0	0.33	1-6	0.33	N/A
POP %R15	1	0	0	0.33	0.33	0	0	0	0	0	0	0	0.33	1-6	0.33	N/A
POP %RBP	1	0	0	0.33	0.33	0	0	0	0	0	0	0	0.33	1-6	0.33	N/A
RET	1	0.50	0	0.33	0.33	0	0	0.50	0	0	0	0	0.33	0	2.13	N/A
ADD %R8,%RDI	1	0.20	0.20	0	0	0	0.20	0.20	0	0	0	0.20	0	1	0.20	N/A
JMP 203a6d <main.omp_outlined.29+0xbd>	1	0	0	0	0	0	0	0	0	0	0	0	0	0	2.08	N/A
NOPW %CS:(%RAX,%RAX,1)	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0.17	N/A

Name	Coverage (%)	Time (s)
▼main.omp_outlined.29–	19.67	3.18
○Loop 8 - stream.c:332-332 - exec	19.67	2.88
○Loop 9 - stream.c:331-332 - exec	0.00	0.00
○Loop 10 - stream.c:332-332 - exec	0.00	0.00

Report Configuration

Code clean check

Workaround

Vectorization

Details

Workaround

Execution units bottlenecks

CALL instructions

Details

Complex instructions

Details

Type of elements and instruction set

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

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

CALL instructions

Details

Complex instructions

Details

Type of elements and instruction set

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

General properties

Front-end

Back-end

Cycles summary

Vectorization ratios

Vector efficiency ratios

Cycles and memory resources usage

Front-end bottlenecks

ASM code