CK Browser

Distinct solutions after online classification (auto/crowd-tune GCC compiler flags (minimize execution time))

Scenario UID	8289e0cf24346aa7 (experiment.tune.compiler.flags.gcc.e)
Data UID	04da0bfe4e5dd961

Discuss (optimizations to improve compilers, semantic/data set/hardware features to improve predictions, etc):	GitHub wiki, Google group

Download:	[ All solutions in JSON ], [ Solutions' classification in JSON ]
Reproduce all (with reactions):	ck replay 8289e0cf24346aa7:04da0bfe4e5dd961

Compiler	GCC 4.9
CPU	Intel(R) Atom(TM) CPU Z3580 @ 1.33GHz
Objective	min

Improvement key IK1	Main kernel execution time speedup [min]
Improvement key IK2	Code size improvement

Improvements (<4% variation)

Distinct workload for highest improvement

Solution UID

IK1

IK2

New distinct optimization choices

Ref

Best species

Worst species

Touched

Iters

Program

CMD

Dataset

Dataset file

CPU freq (MHz)

Cores

Platform

Replay

9e9a676796c48dab

2.30

0.38

-O3 -fno-auto-inc-dec -fno-delayed-branch -fdelete-null-pointer-checks -fno-float-store -fno-gcse -finline-functions -flive-range-shrinkage -fno-loop-block -flto -fno-branch-count-reg -fno-trapping-math -freschedule-modulo-scheduled-loops -fno-sched-spec-load -fno-sched-spec-load-dangerous -fsched-group-heuristic -fsched-last-insn-heuristic -fno-schedule-insns -fsel-sched-pipelining -ftree-copyrename -ftree-dominator-opts -ftree-dse -fno-tree-loop-if-convert-stores -funswitch-loops -ffp-contract=on --param max-inline-insns-single=573 --param partial-inlining-entry-probability=5 --param min-vect-loop-bound=1 --param max-pending-list-length=14 --param gcse-after-reload-partial-fraction=3 --param unlikely-bb-count-fraction=7225 --param builtin-expect-probability=10 --param scev-max-expr-size=66 --param vect-max-version-for-alias-checks=0 --param integer-share-limit=160 --param l1-cache-size=80 --param sccvn-max-scc-size=9890 --param lra-max-considered-reload-pseudos=432 --param loop-max-datarefs-for-datadeps=931 --param ipa-cp-value-list-size=13 --param lto-min-partition=1300

-O3

milepost-codelet-mibench-office-rsynth-src-nsynth-codelet-5-1

default

image-tiff-0001-nocomp

data.tiff

ASUS Z00A

Android 5.0

5d9130ca164989be

1.66

1.00

-O3 -fno-auto-inc-dec -fno-devirtualize -fno-ipa-pure-const -fno-isolate-erroneous-paths-attribute -fno-keep-static-consts -fno-trapping-math -fomit-frame-pointer -fno-prefetch-loop-arrays -fno-sched-spec-load-dangerous -fno-sched-last-insn-heuristic -fno-split-wide-types -fno-tree-ch -ftree-coalesce-vars -ftree-copyrename -ftree-reassoc -fno-tree-ter --param max-early-inliner-iterations=2 --param max-hoist-depth=5 --param max-iterations-computation-cost=6 --param builtin-expect-probability=92 --param iv-consider-all-candidates-bound=16 --param omega-max-keys=355 --param vect-max-peeling-for-alignment=34 --param ipa-cp-loop-hint-bonus=114 --param max-stores-to-sink=4 --param asan-memintrin=0

-O3

cbench-security-rijndael

decode

enc-0001

data.enc

ASUS Z00A

Android 5.0

49c09c6f42c047a6

1.42

1.00

-O3 -fcrossjumping -fgcse-las -foptimize-sibling-calls -fno-peel-loops -fpredictive-commoning -fno-prefetch-loop-arrays -freorder-functions -fsched-pressure -fno-strict-aliasing -fno-tree-bit-ccp -ftree-ccp -fno-tree-dominator-opts -ftree-fre -fno-tree-switch-conversion -fno-vpt -fuse-linker-plugin -falign-loops=0 --param partial-inlining-entry-probability=20 --param gcse-after-reload-partial-fraction=3 --param gcse-after-reload-critical-fraction=20 --param max-iterations-to-track=972 --param max-iterations-computation-cost=16 --param sms-loop-average-count-threshold=0 --param tracer-max-code-growth=123 --param scev-max-expr-size=103 --param omega-max-wild-cards=28 --param vect-max-peeling-for-alignment=27 --param max-sched-region-insns=185 --param min-size-for-stack-sharing=18 --param max-dse-active-local-stores=9162 --param ira-max-conflict-table-size=162 --param ipa-sra-ptr-growth-factor=1 --param ipa-cp-eval-threshold=630 --param lto-min-partition=1490 --param asan-stack=0 --param asan-globals=1

-O3

milepost-codelet-mibench-telecomm-gsm-src-short-term-codelet-2-1

default

cdataset-patricia-0001

data.txt

ASUS Z00A

Android 5.0

4da6a122fd724439

1.40

1.02

-O3 -fcombine-stack-adjustments -fno-cprop-registers -fipa-sra -fno-float-store -fno-guess-branch-probability -fno-prefetch-loop-arrays -fno-rounding-math -fno-selective-scheduling -fno-tree-bit-ccp -fno-tree-coalesce-vars -fno-tree-forwprop -ftree-loop-im -fno-tree-switch-conversion -falign-functions=0 --param max-inline-insns-single=323 --param max-inline-insns-recursive=172 --param partial-inlining-entry-probability=96 --param inline-unit-growth=19 --param max-gcse-insertion-ratio=20 --param max-completely-peel-loop-nest-depth=15 --param sms-max-ii-factor=185 --param max-goto-duplication-insns=16 --param max-cse-path-length=18 --param vect-max-version-for-alignment-checks=5 --param max-sched-region-blocks=3 --param max-fields-for-field-sensitive=0 --param prefetch-latency=238 --param sccvn-max-alias-queries-per-access=1938 --param tm-max-aggregate-size=6 --param ipa-cp-loop-hint-bonus=121 --param cxx-max-namespaces-for-diagnostic-help=371 --param sched-pressure-algorithm=1

-O3

cbench-telecom-crc32

default

image-jpeg-fgg

photo.jpg

ASUS Z00A

Android 5.0

0a0a4377be1a842a

1.38

1.07

-O3 -fno-associative-math -fauto-inc-dec -fdelayed-branch -fgcse-las -finline-functions -fmodulo-sched -fno-math-errno -fno-zero-initialized-in-bss -fpredictive-commoning -frounding-math -fsched-dep-count-heuristic -fsignaling-nans -fno-tree-bit-ccp -ftree-loop-distribute-patterns -ftree-vrp -fno-unsafe-loop-optimizations -fwhole-program -fira-algorithm=CB --param predictable-branch-outcome=20 --param max-inline-recursive-depth=15 --param large-function-growth=121 --param max-unroll-times=7 --param tracer-min-branch-ratio=77 --param tracer-min-branch-probability=80 --param min-crossjump-insns=5 --param omega-max-wild-cards=0 --param omega-hash-table-size=339 --param max-reload-search-insns=172 --param lra-max-considered-reload-pseudos=8 --param slp-max-insns-in-bb=462 --param ipa-cp-loop-hint-bonus=74 --param max-stores-to-sink=0

-O3

cbench-network-dijkstra

default

cdataset-dijkstra-0001

data.txt

ASUS Z00A

Android 5.0

3b6b4683b4f4c52c

1.35

0.78

-O3 -fno-branch-target-load-optimize2 -fdse -floop-strip-mine -fsched-spec-load -fsched-rank-heuristic -ftree-bit-ccp -fno-tree-copy-prop -ftree-loop-if-convert -ftree-sink -ftree-vectorize -funroll-loops -finline-limit=0 -fira-region=one -fsched-stalled-insns-dep=0 --param min-inline-recursive-probability=8 --param max-delay-slot-live-search=304 --param max-pending-list-length=25 --param large-unit-insns=13007 --param early-inlining-insns=16 --param large-stack-frame=250 --param large-stack-frame-growth=372 --param gcse-after-reload-critical-fraction=11 --param gcse-unrestricted-cost=4 --param max-peeled-insns=144 --param iv-max-considered-uses=443 --param max-dse-active-local-stores=6514 --param prefetch-latency=129 --param use-canonical-types=0 --param sccvn-max-scc-size=5329 --param ira-max-conflict-table-size=1334 --param min-insn-to-prefetch-ratio=14 --param max-tail-merge-iterations=2 --param sched-pressure-algorithm=2 --param max-slsr-cand-scan=289512

-O3

milepost-codelet-mibench-security-pgp-d-src-mpilib-codelet-1-1

default

SGEMM_NN

SGEMM_NN_1x1.json

ASUS Z00A

Android 5.0

2a404aa49a961096

1.27

0.67

-O3 -fbtr-bb-exclusive -fdata-sections -fno-delayed-branch -fno-dse -fno-if-conversion2 -fno-defer-pop -fno-math-errno -fno-toplevel-reorder -fno-reorder-blocks -fsched-spec-load-dangerous -fschedule-insns -fno-tree-builtin-call-dce -fno-tree-forwprop -ftree-fre -fno-tree-loop-vectorize -ftree-pre -ftree-slsr -ftree-ter -funroll-loops -funsafe-math-optimizations -fexcess-precision=standard -finline-limit=0 --param max-inline-insns-single=465 --param min-inline-recursive-probability=11 --param large-unit-insns=9252 --param builtin-expect-probability=29 --param vect-max-version-for-alias-checks=7 --param max-sched-insn-conflict-delay=4 --param max-partial-antic-length=106 --param max-vartrack-expr-depth=11 --param tm-max-aggregate-size=2 --param ipa-cp-loop-hint-bonus=93 --param sched-pressure-algorithm=1

-O3

cbench-security-sha

default

bzip2-0001

data.bz2

ASUS Z00A

Android 5.0

8c8014fd6964f75b

1.24

1.00

-O3 -fauto-inc-dec -fcse-follow-jumps -fno-devirtualize -fno-expensive-optimizations -ffinite-math-only -fgcse-sm -fno-inline-functions -fira-loop-pressure -fno-ira-share-save-slots -fira-share-spill-slots -fno-peephole -fno-zero-initialized-in-bss -freorder-blocks -fsched-dep-count-heuristic -fno-sel-sched-pipelining-outer-loops -fno-strict-aliasing -ftracer -fno-tree-fre -ftree-loop-if-convert-stores -fno-tree-vrp -funsafe-math-optimizations -fweb -fuse-linker-plugin -ffp-contract=off --param large-stack-frame-growth=1798 --param max-iterations-to-track=1554 --param vect-max-version-for-alignment-checks=0 --param sink-frequency-threshold=63 --param sched-state-edge-prob-cutoff=80 --param max-jump-thread-duplication-stmts=11 --param lra-max-considered-reload-pseudos=266 --param max-vartrack-size=57797540 --param max-tracked-strlens=468

-O3

cbench-automotive-susan

corners

image-pgm-clean-gray-square-600-450-8

data.pgm

ASUS Z00A

Android 5.0

ead54774209bd841

1.19

1.06

-O3 -fno-btr-bb-exclusive -fno-delayed-branch -fdelete-null-pointer-checks -fno-ipa-reference -fira-share-save-slots -fno-keep-inline-functions -flive-range-shrinkage -fno-merge-constants -fmodulo-sched -fno-move-loop-invariants -fguess-branch-probability -fno-peephole2 -fno-rerun-cse-after-loop -fno-sched-spec-insn-heuristic -ftree-ch -fno-tree-dominator-opts -fno-tree-loop-if-convert-stores -falign-functions=0 -fsched-stalled-insns-dep=0 --param inline-min-speedup=19 --param max-inline-insns-single=180 --param max-inline-insns-recursive=158 --param max-inline-insns-recursive-auto=740 --param max-inline-recursive-depth=9 --param max-delay-slot-live-search=36 --param max-hoist-depth=44 --param max-average-unrolled-insns=44 --param max-peeled-insns=17 --param max-unswitch-insns=3 --param vect-max-version-for-alignment-checks=0 --param vect-max-peeling-for-alignment=11 --param max-sched-region-insns=8 --param selsched-max-sched-times=1 --param selsched-insns-to-rename=4 --param max-last-value-rtl=8594 --param prefetch-latency=315 --param tm-max-aggregate-size=15 --param max-tail-merge-comparisons=2

-O3

milepost-codelet-mibench-office-rsynth-src-nsynth-codelet-9-1

default

image-ppm-0001

data.ppm

ASUS Z00A

Android 5.0

S10

d0e0694b9a925a76

1.17

0.86

-O3 -fno-branch-target-load-optimize2 -fcx-fortran-rules -fno-float-store -fgcse-after-reload -fno-keep-inline-functions -fmerge-all-constants -fmath-errno -ftrapping-math -fno-sched-pressure -fsched-spec-load -ftree-coalesce-vars -fno-tree-dse -ftree-slsr -fno-unit-at-a-time -funroll-loops -fno-unsafe-math-optimizations -fno-wpa -fira-region=mixed -ftree-parallelize-loops=0 --param max-inline-insns-recursive=428 --param min-inline-recursive-probability=5 --param max-modulo-backtrack-attempts=46 --param large-function-growth=57 --param large-stack-frame-growth=1156 --param gcse-unrestricted-cost=5 --param max-peeled-insns=136 --param max-completely-peel-loop-nest-depth=1 --param max-unswitch-insns=14 --param sms-max-ii-factor=130 --param max-cse-path-length=14 --param omega-max-vars=127 --param max-pipeline-region-insns=274 --param sched-mem-true-dep-cost=2 --param integer-share-limit=424 --param prefetch-latency=273 --param max-partial-antic-length=144 --param allow-packed-load-data-races=0 --param max-tail-merge-comparisons=18

-O3

milepost-codelet-mibench-consumer-lame-src-newmdct-codelet-10-1

default

audio-mp3-0001

data.mp3

ASUS Z00A

Android 5.0

S11

a442cc94478ba9f2

1.14

1.03

-O3 -fno-compare-elim -fno-fast-math -fno-gcse-las -findirect-inlining -fno-ira-hoist-pressure -fno-loop-block -floop-parallelize-all -fno-merge-constants -fmodulo-sched -fsigned-zeros -fno-optimize-sibling-calls -fno-ree -frerun-cse-after-loop -fsplit-wide-types -ftree-tail-merge --param max-inline-recursive-depth=9 --param sms-min-sc=3 --param max-predicted-iterations=142 --param scev-max-expr-complexity=17 --param omega-hash-table-size=611 --param vect-max-peeling-for-alignment=28 --param max-dse-active-local-stores=5602 --param switch-conversion-max-branch-ratio=7 --param min-insn-to-prefetch-ratio=0 --param lto-partitions=51 --param lto-min-partition=930 --param allow-load-data-races=1 --param allow-store-data-races=1

-O3

cbench-bzip2

encode

image-tiff-0001

data.tiff

ASUS Z00A

Android 5.0

[ Participated users, platforms, OS, CPU, GPU, GPGPU, NN, NPU ] [ How to participate ] [ Motivation (PPT) (PDF) ] [ Papers 1 , 2 , 3] [ Android app ] [ Collective training set ] [ Unified AI ]

View entry in raw format