Create Training Set

Trainapplication_namesystem_nameprocessorsnum_mpinum_omppninputfrequencyexecutable_namescenariofrequencypapi_tot_cycpapi_tot_inspapi_l1_tcmpapi_l2_tcmpapi_fml_inspapi_br_tknpapi_l2_ldmpapi_l2_stmpapi_fdv_inspapi_br_cnpapi_tot_iispapi_ca_shrpapi_ca_clnpapi_ca_itvpapi_br_ntkpapi_br_msppapi_fp_inspapi_res_stlpapi_l1_ldmpapi_l1_stmpapi_l2_tcwpapi_l2_dcapapi_l2_dcrpapi_l2_dcwpapi_l1_icmpapi_br_inspapi_l1_dchpapi_l1_dcapapi_l1_dcmpapi_l1_tcapapi_l1_icapapi_fp_opspapi_l2_icapapi_tlb_dmpapi_vec_inspapi_l2_dcmpapi_l2_icmpapi_l2_tchpapi_l2_tcapapi_ld_inspapi_sr_inspapi_tlb_impapi_hw_intpapi_l3_tcmnruntimepower_syspower_cpupower_memnum_mpinum_omppnscaling_factor
Horovod CANDLE NT3 Benchmark ANL Theta 1 1 64 learning rate=0.001, batch size=70.0, epochs=1.0 1.301 nt3-hybrid-opt.py empirical 1.301 1 0.582286312051227 0.0179704983834312 0.0020320735857674 0.0 0.0293737249146774 0.0010240379096625 0.0 0.0 0.1087730903078058 0.0 0.0 0.0 0.0 0.0788892462162832 0.0070504592703676 0.0 0.1792316276104873 0.0059477105692028 0.0 0.0 0.0 0.0 0.0 0.0119572170081376 0.1385249573329849 0.0 0.2256236280527519 0.0059477105692028 0.0 0.4198748257376382 0.0 0.0 0.00476242460384 0.0 0.0 0.0 0.0172655141159139 0.0192975877016813 0.1593857565998441 0.0638704394655448 0.0 0.0 0.0 4.30282641863e-09 146.943396 91.2355 12.059399 1 64 166303553845.854620547026582157
Horovod CANDLE NT3 Benchmark ANL Theta 1 1 64 learning rate=0.001, batch size=60.0, epochs=1.0 1.301 nt3-hybrid-opt.py empirical 1.301 1 0.5905191931095894 0.0180556004771686 0.0020792586771222 0.0 0.0303029465792299 0.0010106751753623 0.0 0.0 0.1102931759636633 0.0 0.0 0.0 0.0 0.0799900830237433 0.0071893027428857 0.0 0.1720423061343029 0.0059630260311498 0.0 0.0 0.0 0.0 0.0 0.0119632435755542 0.1429466779129282 0.0 0.2197268019788191 0.0059630260311498 0.0 0.4237690520722726 0.0 0.0 0.0048420671287342 0.0 0.0 0.0 0.0173052940716864 0.0193845527488087 0.1590015378609209 0.0637570367708507 0.0 0.0 0.0 4.40723656514e-09 145.714979 94.794036 11.427184 1 64 163557890833.822734742006030061
Horovod CANDLE NT3 Benchmark ANL Theta 1 1 64 learning rate=0.001, batch size=40.0, epochs=1.0 1.301 nt3-hybrid-opt.py empirical 1.301 1 0.5912430975970558 0.0178707967930161 0.0020627512363979 0.0 0.0300252461332219 0.0010450478298329 0.0 0.0 0.1104154655746371 0.0 0.0 0.0 0.0 0.0800887861384308 0.0070081208597305 0.0 0.1940996418897976 0.0058622449936605 0.0 0.0 0.0 0.0 0.0 0.0121650576938255 0.1416140816916263 0.0 0.2238872690675379 0.0058622449936605 0.0 0.4291478423500387 0.0 0.0 0.0047517435365904 0.0 0.0 0.0 0.0173286817733064 0.0193914330097043 0.1595575737881965 0.0638855698361373 0.0 0.0 0.0 4.4456010508e-09 137.95261 86.898352 12.028846 1 64 163764669766.979712267797001304
Horovod CANDLE NT3 Benchmark ANL Theta 1 1 64 learning rate=0.001, batch size=50.0, epochs=1.0 1.301 nt3-hybrid-opt.py empirical 1.301 1 0.5762193315614776 0.0178520605009973 0.0020569250237943 0.0 0.0302711818849966 0.0010158662523703 0.0 0.0 0.1076005532487588 0.0 0.0 0.0 0.0 0.0780770955738321 0.0071445968457678 0.0 0.1764034992481779 0.0058763053971837 0.0 0.0 0.0 0.0 0.0 0.0121818082122152 0.1429848574658738 0.0 0.2251109462259494 0.0058763053971837 0.0 0.423299724624442 0.0 0.0 0.0046981201946244 0.0 0.0 0.0 0.0173849351653208 0.0194418601891152 0.155444202631881 0.06238632903835 0.0 0.0 0.0 4.36004572593e-09 141.183618 89.095563 12.438908 1 64 167978508262.956344870775546574
Horovod CANDLE NT3 Benchmark ANL Theta 1 1 64 learning rate=0.001, batch size=30.0, epochs=1.0 1.301 nt3-hybrid-opt.py empirical 1.301 1 0.5708730841898051 0.0181418266773017 0.0020338909120244 0.0 0.0307949289483849 0.0010210217049928 0.0 0.0 0.1066248187231654 0.0 0.0 0.0 0.0 0.0773395351591316 0.0067811235077194 0.0 0.1735064128665565 0.0059300938484133 0.0 0.0 0.0 0.0 0.0 0.0119515594572774 0.1453828841989529 0.0 0.2248964740111899 0.0059300938484133 0.0 0.4316489870583715 0.0 0.0 0.0046282280731935 0.0 0.0 0.0 0.0176087537740032 0.0196426446860275 0.1581469254043014 0.0634304238232024 0.0 0.0 0.0 4.43702767215e-09 146.118937 90.87309 11.348173 1 64 169518124423.942578768845824135
Horovod CANDLE NT3 Benchmark ANL Theta 1 1 64 learning rate=0.001, batch size=10.0, epochs=1.0 1.301 nt3-hybrid-opt.py empirical 1.301 1 0.5724642731321576 0.0180291364302085 0.0020655872971725 0.0 0.0306322110504576 0.0010190894837428 0.0 0.0 0.1069005417424301 0.0 0.0 0.0 0.0 0.0775541260398652 0.0069994305554708 0.0 0.1843113297867667 0.0059283699408027 0.0 0.0 0.0 0.0 0.0 0.0122657050724662 0.1445020709061231 0.0 0.2202537021393871 0.0059283699408027 0.0 0.4229048238542879 0.0 0.0 0.0047499274772021 0.0 0.0 0.0 0.0173892061853834 0.0194547934825559 0.1545133814031391 0.0619342521468321 0.0 0.0 0.0 5.32551501177e-09 144.530522 88.99667 11.046615 1 64 169133154260.067387728512049339
Horovod CANDLE NT3 Benchmark ANL Theta 2 2 64 learning rate=0.001, batch size=70.0, epochs=2.0 1.301 nt3-hybrid-opt.py empirical 1.301 1 0.5933089095689126 0.0182918735109577 0.0020811722133773 0.0 0.0300530240388353 0.0010242182730947 0.0 0.0 0.1108055733082197 0.0 0.0 0.0 0.0 0.0804114451570653 0.0069542953214643 0.0 0.1778893597189587 0.0060703813003564 0.0 0.0 0.0 0.0 0.0 0.0122087137639322 0.1419143467836369 0.0 0.2170894874302511 0.0060703813003564 0.0 0.4308530311272061 0.0 0.0 0.0046903364231472 0.0 0.0 0.0 0.0170656187446911 0.0191467909580684 0.1591829922191528 0.0639139308563158 0.0 0.0 0.0 4.43435838271e-09 144.831724 92.817931 11.311034 2 64 163630662516.853431359178326272
Horovod CANDLE NT3 Benchmark ANL Theta 2 2 64 learning rate=0.001, batch size=60.0, epochs=2.0 1.301 nt3-hybrid-opt.py empirical 1.301 1 0.5937890330576944 0.0179808649565451 0.0020550851745009 0.0 0.0303238012983609 0.0010394537698039 0.0 0.0 0.1109027307452538 0.0 0.0 0.0 0.0 0.0804457721963184 0.0069962298157857 0.0 0.1717692034266843 0.0059393173976361 0.0 0.0 0.0 0.0 0.0 0.0120067586396306 0.1434235262886118 0.0 0.225492749904214 0.0059393173976361 0.0 0.4279955781099293 0.0 0.0 0.0047277006610068 0.0 0.0 0.0 0.0172758043339088 0.0193308895084097 0.1601519525308599 0.0642652248067337 0.0 0.0 0.0 4.4871900131e-09 147.017747 89.729693 12.301706 2 64 163132145254.149901646829371706
Horovod CANDLE NT3 Benchmark ANL Theta 2 2 64 learning rate=0.001, batch size=50.0, epochs=2.0 1.301 nt3-hybrid-opt.py empirical 1.301 1 0.5887377452109142 0.0182207190341103 0.0020712445481611 0.0 0.0300072322577823 0.0010119464601488 0.0 0.0 0.1099470096102978 0.0 0.0 0.0 0.0 0.0797418997433747 0.0071336611392575 0.0 0.1706681114288826 0.0059528944751342 0.0 0.0 0.0 0.0 0.0 0.0121988783212738 0.1416780462907861 0.0 0.224341992643827 0.0059528944751342 0.0 0.422631907349759 0.0 0.0 0.004781774405265 0.0 0.0 0.0 0.0173573677377399 0.019428612285901 0.1578644494303785 0.0633939151804322 0.0 0.0 0.0 4.49355665828e-09 147.410014 94.64885 9.966171 2 64 164423118964.924271060525527283
Horovod CANDLE NT3 Benchmark ANL Theta 2 2 64 learning rate=0.001, batch size=40.0, epochs=2.0 1.301 nt3-hybrid-opt.py empirical 1.301 1 0.5875655824206287 0.017656809137457 0.0020111609142144 0.0 0.0301631520839049 0.0010398630881675 0.0 0.0 0.1097315336382338 0.0 0.0 0.0 0.0 0.0796065774471679 0.0070013518478146 0.0 0.1766366302121883 0.0058150415875536 0.0 0.0 0.0 0.0 0.0 0.0120857612324704 0.1423241046277838 0.0 0.226366469002164 0.0058150415875536 0.0 0.4262478661926403 0.0 0.0 0.004646672744658 0.0 0.0 0.0 0.0175913902627004 0.0196025511769148 0.1619307697732199 0.0650308204582004 0.0 0.0 0.0 4.51206193881e-09 139.679435 88.729839 12.387097 2 64 164898499420.029950721340417006
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