,Model,Backend,Target,Run Cycles,Total ROM,Total RAM,ROM read-only,ROM code,Run Cycles (rel.),Total ROM (rel.),Total RAM (rel.),ROM read-only (rel.),ROM code (rel.),Toolchain,VLEN,Optimize,Linker,Baseline,Kernels,Mode,AutoVectorize,Arch,Layout,Framework
0,aww,tflmi,spike,174698646,132407,36204,62603,69788,10.496573235826002,0.8808928215022287,0.9997790787584226,0.9999840265797711,0.7958490135705325,gcc,0,s,none,8,TFLM,Reference,-,RV32GC,-,tflm
1,aww,tflmi,spike,174698646,132413,36204,62603,69794,10.496573235826002,0.8809327390060542,0.9997790787584226,0.9999840265797711,0.7959174364237656,gcc,128,s,none,8,TFLM,Reference,Loop+SLP,RV32GCV,-,tflm
2,aww,tflmi,spike,174698646,132413,36204,62603,69794,10.496573235826002,0.8809327390060542,0.9997790787584226,0.9999840265797711,0.7959174364237656,gcc,256,s,none,8,TFLM,Reference,Loop+SLP,RV32GCV,-,tflm
3,aww,tflmi,spike,174698646,132413,36204,62603,69794,10.496573235826002,0.8809327390060542,0.9997790787584226,0.9999840265797711,0.7959174364237656,gcc,512,s,none,8,TFLM,Reference,Loop+SLP,RV32GCV,-,tflm
4,aww,tflmi,spike,174698646,132413,36204,62603,69794,10.496573235826002,0.8809327390060542,0.9997790787584226,0.9999840265797711,0.7959174364237656,gcc,1024,s,none,8,TFLM,Reference,Loop+SLP,RV32GCV,-,tflm
5,aww,tflmi,spike,174698646,132413,36204,62603,69794,10.496573235826002,0.8809327390060542,0.9997790787584226,0.9999840265797711,0.7959174364237656,gcc,2048,s,none,8,TFLM,Reference,Loop+SLP,RV32GCV,-,tflm
6,aww,tflmi,spike,174698646,132413,36204,62603,69794,10.496573235826002,0.8809327390060542,0.9997790787584226,0.9999840265797711,0.7959174364237656,gcc,4096,s,none,8,TFLM,Reference,Loop+SLP,RV32GCV,-,tflm
7,aww,tflmi,spike,157549999,144774,36148,63344,81354,9.466215913360962,0.963169449803739,0.9982326300673808,1.011820330969267,0.9277454669859732,gcc,0,s,none,8,TFLM,Reference,-,RV32GCP,-,tflm
8,aww,tflmi,spike,16643398,150310,36212,62604,87690,1.0,1.0,1.0,1.0,1.0,gcc,0,s,none,8,muRISCV-NN,Scalar,-,RV32GC,-,tflm
9,aww,tflmi,spike,16643398,150312,36212,62604,87692,1.0,1.0000133058346086,1.0,1.0,1.0000228076177444,gcc,128,s,none,8,muRISCV-NN,Scalar,Loop+SLP,RV32GCV,-,tflm
10,aww,tflmi,spike,16643398,150312,36212,62604,87692,1.0,1.0000133058346086,1.0,1.0,1.0000228076177444,gcc,256,s,none,8,muRISCV-NN,Scalar,Loop+SLP,RV32GCV,-,tflm
11,aww,tflmi,spike,16643398,150312,36212,62604,87692,1.0,1.0000133058346086,1.0,1.0,1.0000228076177444,gcc,512,s,none,8,muRISCV-NN,Scalar,Loop+SLP,RV32GCV,-,tflm
12,aww,tflmi,spike,16643398,150312,36212,62604,87692,1.0,1.0000133058346086,1.0,1.0,1.0000228076177444,gcc,1024,s,none,8,muRISCV-NN,Scalar,Loop+SLP,RV32GCV,-,tflm
13,aww,tflmi,spike,16643398,150312,36212,62604,87692,1.0,1.0000133058346086,1.0,1.0,1.0000228076177444,gcc,2048,s,none,8,muRISCV-NN,Scalar,Loop+SLP,RV32GCV,-,tflm
14,aww,tflmi,spike,16643398,150312,36212,62604,87692,1.0,1.0000133058346086,1.0,1.0,1.0000228076177444,gcc,4096,s,none,8,muRISCV-NN,Scalar,Loop+SLP,RV32GCV,-,tflm
15,aww,tflmi,spike,4101711,151494,36212,62604,88874,0.2464467292075813,1.0078770540882176,1.0,1.0,1.0135021097046413,gcc,128,s,none,8,muRISCV-NN,Vector,-,RV32GCV,-,tflm
16,aww,tflmi,spike,2833655,151494,36212,62604,88874,0.1702569992017255,1.0078770540882176,1.0,1.0,1.0135021097046413,gcc,256,s,none,8,muRISCV-NN,Vector,-,RV32GCV,-,tflm
17,aww,tflmi,spike,2144967,151494,36212,62604,88874,0.1288779490822727,1.0078770540882176,1.0,1.0,1.0135021097046413,gcc,512,s,none,8,muRISCV-NN,Vector,-,RV32GCV,-,tflm
18,aww,tflmi,spike,2103255,151494,36212,62604,88874,0.1263717300998269,1.0078770540882176,1.0,1.0,1.0135021097046413,gcc,1024,s,none,8,muRISCV-NN,Vector,-,RV32GCV,-,tflm
19,aww,tflmi,spike,2103255,151494,36212,62604,88874,0.1263717300998269,1.0078770540882176,1.0,1.0,1.0135021097046413,gcc,2048,s,none,8,muRISCV-NN,Vector,-,RV32GCV,-,tflm
20,aww,tflmi,spike,2106644,151494,36212,62604,88874,0.1265753543837622,1.0078770540882176,1.0,1.0,1.0135021097046413,gcc,4096,s,none,8,muRISCV-NN,Vector,-,RV32GCV,-,tflm
21,aww,tflmi,spike,13496938,161878,36156,63344,98458,0.8109484613658822,1.076960947375424,0.9984535513089584,1.011820330969267,1.1227962139354544,gcc,0,s,none,8,muRISCV-NN,Scalar,-,RV32GCP,-,tflm
22,aww,tflmi,spike,15938355,164150,36156,63344,100730,0.9576382779526152,1.0920763754906526,0.9984535513089584,1.011820330969267,1.1487056676930094,gcc,0,s,none,8,muRISCV-NN,Packed,-,RV32GCP,-,tflm
0,resnet,tflmi,spike,745801113,172997,68968,101451,71530,9.208379615414044,0.9360600387416538,1.0001160092807424,0.9999901431218704,0.8582295491085355,gcc,0,s,none,8,TFLM,Reference,-,RV32GC,-,tflm
1,resnet,tflmi,spike,745801113,173013,68968,101451,71546,9.208379615414044,0.9361466122696332,1.0001160092807424,0.9999901431218704,0.8584215199289708,gcc,128,s,none,8,TFLM,Reference,Loop+SLP,RV32GCV,-,tflm
2,resnet,tflmi,spike,745801113,173013,68968,101451,71546,9.208379615414044,0.9361466122696332,1.0001160092807424,0.9999901431218704,0.8584215199289708,gcc,256,s,none,8,TFLM,Reference,Loop+SLP,RV32GCV,-,tflm
3,resnet,tflmi,spike,745801113,173013,68968,101451,71546,9.208379615414044,0.9361466122696332,1.0001160092807424,0.9999901431218704,0.8584215199289708,gcc,512,s,none,8,TFLM,Reference,Loop+SLP,RV32GCV,-,tflm
4,resnet,tflmi,spike,745801113,173013,68968,101451,71546,9.208379615414044,0.9361466122696332,1.0001160092807424,0.9999901431218704,0.8584215199289708,gcc,1024,s,none,8,TFLM,Reference,Loop+SLP,RV32GCV,-,tflm
5,resnet,tflmi,spike,745801113,173013,68968,101451,71546,9.208379615414044,0.9361466122696332,1.0001160092807424,0.9999901431218704,0.8584215199289708,gcc,2048,s,none,8,TFLM,Reference,Loop+SLP,RV32GCV,-,tflm
6,resnet,tflmi,spike,745801113,173013,68968,101451,71546,9.208379615414044,0.9361466122696332,1.0001160092807424,0.9999901431218704,0.8584215199289708,gcc,4096,s,none,8,TFLM,Reference,Loop+SLP,RV32GCV,-,tflm
7,resnet,tflmi,spike,697912970,185266,68912,102192,82998,8.617106429929763,1.0024457021654205,0.9993039443155451,1.0072940898158735,0.9958246346555324,gcc,0,s,none,8,TFLM,Reference,-,RV32GCP,-,tflm
8,resnet,tflmi,spike,80991569,184814,68960,101452,83346,1.0,1.0,1.0,1.0,1.0,gcc,0,s,none,8,muRISCV-NN,Scalar,-,RV32GC,-,tflm
9,resnet,tflmi,spike,80992072,184842,68960,101452,83374,1.0000062105229743,1.000151503673964,1.0,1.0,1.0003359489357615,gcc,128,s,none,8,muRISCV-NN,Scalar,Loop+SLP,RV32GCV,-,tflm
10,resnet,tflmi,spike,80992072,184842,68960,101452,83374,1.0000062105229743,1.000151503673964,1.0,1.0,1.0003359489357615,gcc,256,s,none,8,muRISCV-NN,Scalar,Loop+SLP,RV32GCV,-,tflm
11,resnet,tflmi,spike,80992072,184842,68960,101452,83374,1.0000062105229743,1.000151503673964,1.0,1.0,1.0003359489357615,gcc,512,s,none,8,muRISCV-NN,Scalar,Loop+SLP,RV32GCV,-,tflm
12,resnet,tflmi,spike,80992072,184842,68960,101452,83374,1.0000062105229743,1.000151503673964,1.0,1.0,1.0003359489357615,gcc,1024,s,none,8,muRISCV-NN,Scalar,Loop+SLP,RV32GCV,-,tflm
13,resnet,tflmi,spike,80992072,184842,68960,101452,83374,1.0000062105229743,1.000151503673964,1.0,1.0,1.0003359489357615,gcc,2048,s,none,8,muRISCV-NN,Scalar,Loop+SLP,RV32GCV,-,tflm
14,resnet,tflmi,spike,80992072,184842,68960,101452,83374,1.0000062105229743,1.000151503673964,1.0,1.0,1.0003359489357615,gcc,4096,s,none,8,muRISCV-NN,Scalar,Loop+SLP,RV32GCV,-,tflm
15,resnet,tflmi,spike,15465187,186830,68960,101452,85362,0.1909481096729957,1.0109082645254148,1.0,1.0,1.024188323374847,gcc,128,s,none,8,muRISCV-NN,Vector,-,RV32GCV,-,tflm
16,resnet,tflmi,spike,9778179,186830,68960,101452,85362,0.12073082569866,1.0109082645254148,1.0,1.0,1.024188323374847,gcc,256,s,none,8,muRISCV-NN,Vector,-,RV32GCV,-,tflm
17,resnet,tflmi,spike,7184531,186830,68960,101452,85362,0.0887071467895627,1.0109082645254148,1.0,1.0,1.024188323374847,gcc,512,s,none,8,muRISCV-NN,Vector,-,RV32GCV,-,tflm
18,resnet,tflmi,spike,5919011,186830,68960,101452,85362,0.0730818167011927,1.0109082645254148,1.0,1.0,1.024188323374847,gcc,1024,s,none,8,muRISCV-NN,Vector,-,RV32GCV,-,tflm
19,resnet,tflmi,spike,4977320,186830,68960,101452,85362,0.0614547916709701,1.0109082645254148,1.0,1.0,1.024188323374847,gcc,2048,s,none,8,muRISCV-NN,Vector,-,RV32GCV,-,tflm
20,resnet,tflmi,spike,4726793,186830,68960,101452,85362,0.0583615437799457,1.0109082645254148,1.0,1.0,1.024188323374847,gcc,4096,s,none,8,muRISCV-NN,Vector,-,RV32GCV,-,tflm
21,resnet,tflmi,spike,62967943,196482,68904,102192,94214,0.7774629356791446,1.0631337452790373,0.9991879350348029,1.0072940898158735,1.1303961797806734,gcc,0,s,none,8,muRISCV-NN,Scalar,-,RV32GCP,-,tflm
22,resnet,tflmi,spike,68428908,199348,68904,102192,97080,0.8448892748330384,1.078641228478362,0.9991879350348029,1.0072940898158735,1.164782952991145,gcc,0,s,none,8,muRISCV-NN,Packed,-,RV32GCP,-,tflm
0,toycar,tflmi,spike,3094956,333908,19432,279932,53960,1.7524785608520734,0.9905662616290108,1.0,1.0,0.944347217360868,gcc,0,s,none,8,TFLM,Reference,-,RV32GC,-,tflm
1,toycar,tflmi,spike,3094956,333914,19432,279932,53966,1.7524785608520734,0.9905840611353712,1.0,1.0,0.9444522226111306,gcc,128,s,none,8,TFLM,Reference,Loop+SLP,RV32GCV,-,tflm
2,toycar,tflmi,spike,3094956,333914,19432,279932,53966,1.7524785608520734,0.9905840611353712,1.0,1.0,0.9444522226111306,gcc,256,s,none,8,TFLM,Reference,Loop+SLP,RV32GCV,-,tflm
3,toycar,tflmi,spike,3094956,333914,19432,279932,53966,1.7524785608520734,0.9905840611353712,1.0,1.0,0.9444522226111306,gcc,512,s,none,8,TFLM,Reference,Loop+SLP,RV32GCV,-,tflm
4,toycar,tflmi,spike,3094956,333914,19432,279932,53966,1.7524785608520734,0.9905840611353712,1.0,1.0,0.9444522226111306,gcc,1024,s,none,8,TFLM,Reference,Loop+SLP,RV32GCV,-,tflm
5,toycar,tflmi,spike,3094956,333914,19432,279932,53966,1.7524785608520734,0.9905840611353712,1.0,1.0,0.9444522226111306,gcc,2048,s,none,8,TFLM,Reference,Loop+SLP,RV32GCV,-,tflm
6,toycar,tflmi,spike,3094956,333914,19432,279932,53966,1.7524785608520734,0.9905840611353712,1.0,1.0,0.9444522226111306,gcc,4096,s,none,8,TFLM,Reference,Loop+SLP,RV32GCV,-,tflm
7,toycar,tflmi,spike,3097895,346264,19380,280672,65516,1.754142731357355,1.0272213783937725,0.9973240016467684,1.0026434991355044,1.1465873293664683,gcc,0,s,none,8,TFLM,Reference,-,RV32GCP,-,tflm
8,toycar,tflmi,spike,1766045,337088,19432,279932,57140,1.0,1.0,1.0,1.0,1.0,gcc,0,s,none,8,muRISCV-NN,Scalar,-,RV32GC,-,tflm
9,toycar,tflmi,spike,1766045,337090,19432,279932,57142,1.0,1.0000059331687867,1.0,1.0,1.0000350017500874,gcc,128,s,none,8,muRISCV-NN,Scalar,Loop+SLP,RV32GCV,-,tflm
10,toycar,tflmi,spike,1766045,337090,19432,279932,57142,1.0,1.0000059331687867,1.0,1.0,1.0000350017500874,gcc,256,s,none,8,muRISCV-NN,Scalar,Loop+SLP,RV32GCV,-,tflm
11,toycar,tflmi,spike,1766045,337090,19432,279932,57142,1.0,1.0000059331687867,1.0,1.0,1.0000350017500874,gcc,512,s,none,8,muRISCV-NN,Scalar,Loop+SLP,RV32GCV,-,tflm
12,toycar,tflmi,spike,1766045,337090,19432,279932,57142,1.0,1.0000059331687867,1.0,1.0,1.0000350017500874,gcc,1024,s,none,8,muRISCV-NN,Scalar,Loop+SLP,RV32GCV,-,tflm
13,toycar,tflmi,spike,1766045,337090,19432,279932,57142,1.0,1.0000059331687867,1.0,1.0,1.0000350017500874,gcc,2048,s,none,8,muRISCV-NN,Scalar,Loop+SLP,RV32GCV,-,tflm
14,toycar,tflmi,spike,1766045,337090,19432,279932,57142,1.0,1.0000059331687867,1.0,1.0,1.0000350017500874,gcc,4096,s,none,8,muRISCV-NN,Scalar,Loop+SLP,RV32GCV,-,tflm
15,toycar,tflmi,spike,572845,338002,19432,279932,58054,0.324366026913244,1.002711458135561,1.0,1.0,1.0159957997899896,gcc,128,s,none,8,muRISCV-NN,Vector,-,RV32GCV,-,tflm
16,toycar,tflmi,spike,454477,338002,19432,279932,58054,0.2573416872163506,1.002711458135561,1.0,1.0,1.0159957997899896,gcc,256,s,none,8,muRISCV-NN,Vector,-,RV32GCV,-,tflm
17,toycar,tflmi,spike,395293,338002,19432,279932,58054,0.223829517367904,1.002711458135561,1.0,1.0,1.0159957997899896,gcc,512,s,none,8,muRISCV-NN,Vector,-,RV32GCV,-,tflm
18,toycar,tflmi,spike,366037,338002,19432,279932,58054,0.2072636880713685,1.002711458135561,1.0,1.0,1.0159957997899896,gcc,1024,s,none,8,muRISCV-NN,Vector,-,RV32GCV,-,tflm
19,toycar,tflmi,spike,362353,338002,19432,279932,58054,0.2051776710106481,1.002711458135561,1.0,1.0,1.0159957997899896,gcc,2048,s,none,8,muRISCV-NN,Vector,-,RV32GCV,-,tflm
20,toycar,tflmi,spike,360469,338002,19432,279932,58054,0.2041108805268268,1.002711458135561,1.0,1.0,1.0159957997899896,gcc,4096,s,none,8,muRISCV-NN,Vector,-,RV32GCV,-,tflm
21,toycar,tflmi,spike,1602465,349230,19380,280672,68482,0.9073749536393468,1.0360202677045756,0.9973240016467684,1.0026434991355044,1.198494924746237,gcc,0,s,none,8,muRISCV-NN,Scalar,-,RV32GCP,-,tflm
22,toycar,tflmi,spike,948713,350820,19380,280672,70072,0.5371963908054438,1.0407371368900702,0.9973240016467684,1.0026434991355044,1.2263213160658033,gcc,0,s,none,8,muRISCV-NN,Packed,-,RV32GCP,-,tflm
0,vww,tflmi,spike,495266208,406111,134520,336243,69852,9.970535650781082,0.9577773375407416,0.99994053282588,0.9999970259692368,0.7959979032294824,gcc,0,s,none,8,TFLM,Reference,-,RV32GC,-,tflm
1,vww,tflmi,spike,495266207,406117,134520,336243,69858,9.970535630649412,0.9577914880169052,0.99994053282588,0.9999970259692368,0.7960662761811428,gcc,128,s,none,8,TFLM,Reference,Loop+SLP,RV32GCV,-,tflm
2,vww,tflmi,spike,495266207,406117,134520,336243,69858,9.970535630649412,0.9577914880169052,0.99994053282588,0.9999970259692368,0.7960662761811428,gcc,256,s,none,8,TFLM,Reference,Loop+SLP,RV32GCV,-,tflm
3,vww,tflmi,spike,495266207,406117,134520,336243,69858,9.970535630649412,0.9577914880169052,0.99994053282588,0.9999970259692368,0.7960662761811428,gcc,512,s,none,8,TFLM,Reference,Loop+SLP,RV32GCV,-,tflm
4,vww,tflmi,spike,495266207,406117,134520,336243,69858,9.970535630649412,0.9577914880169052,0.99994053282588,0.9999970259692368,0.7960662761811428,gcc,1024,s,none,8,TFLM,Reference,Loop+SLP,RV32GCV,-,tflm
5,vww,tflmi,spike,495266207,406117,134520,336243,69858,9.970535630649412,0.9577914880169052,0.99994053282588,0.9999970259692368,0.7960662761811428,gcc,2048,s,none,8,TFLM,Reference,Loop+SLP,RV32GCV,-,tflm
6,vww,tflmi,spike,495266207,406117,134520,336243,69858,9.970535630649412,0.9577914880169052,0.99994053282588,0.9999970259692368,0.7960662761811428,gcc,4096,s,none,8,TFLM,Reference,Loop+SLP,RV32GCV,-,tflm
7,vww,tflmi,spike,445892345,418478,134464,336984,81418,8.976557355257473,0.9869438273264562,0.9995242626070407,1.0022007827648969,0.9277981630466988,gcc,0,s,none,8,TFLM,Reference,-,RV32GCP,-,tflm
8,vww,tflmi,spike,49672979,424014,134528,336244,87754,1.0,1.0,1.0,1.0,1.0,gcc,0,s,none,8,muRISCV-NN,Scalar,-,RV32GC,-,tflm
9,vww,tflmi,spike,49672979,424016,134528,336244,87756,1.0,1.0000047168253878,1.0,1.0,1.0000227909838868,gcc,128,s,none,8,muRISCV-NN,Scalar,Loop+SLP,RV32GCV,-,tflm
10,vww,tflmi,spike,49672979,424016,134528,336244,87756,1.0,1.0000047168253878,1.0,1.0,1.0000227909838868,gcc,256,s,none,8,muRISCV-NN,Scalar,Loop+SLP,RV32GCV,-,tflm
11,vww,tflmi,spike,49672979,424016,134528,336244,87756,1.0,1.0000047168253878,1.0,1.0,1.0000227909838868,gcc,512,s,none,8,muRISCV-NN,Scalar,Loop+SLP,RV32GCV,-,tflm
12,vww,tflmi,spike,49672979,424016,134528,336244,87756,1.0,1.0000047168253878,1.0,1.0,1.0000227909838868,gcc,1024,s,none,8,muRISCV-NN,Scalar,Loop+SLP,RV32GCV,-,tflm
13,vww,tflmi,spike,49672979,424016,134528,336244,87756,1.0,1.0000047168253878,1.0,1.0,1.0000227909838868,gcc,2048,s,none,8,muRISCV-NN,Scalar,Loop+SLP,RV32GCV,-,tflm
14,vww,tflmi,spike,49672979,424016,134528,336244,87756,1.0,1.0000047168253878,1.0,1.0,1.0000227909838868,gcc,4096,s,none,8,muRISCV-NN,Scalar,Loop+SLP,RV32GCV,-,tflm
15,vww,tflmi,spike,13470309,425198,134528,336244,88938,0.2711798098519519,1.002792360629602,1.0,1.0,1.0134922624609704,gcc,128,s,none,8,muRISCV-NN,Vector,-,RV32GCV,-,tflm
16,vww,tflmi,spike,10141681,425198,134528,336244,88938,0.2041689708201314,1.002792360629602,1.0,1.0,1.0134922624609704,gcc,256,s,none,8,muRISCV-NN,Vector,-,RV32GCV,-,tflm
17,vww,tflmi,spike,8852559,425198,134528,336244,88938,0.1782167926751484,1.002792360629602,1.0,1.0,1.0134922624609704,gcc,512,s,none,8,muRISCV-NN,Vector,-,RV32GCV,-,tflm
18,vww,tflmi,spike,8348060,425198,134528,336244,88938,0.1680603855065749,1.002792360629602,1.0,1.0,1.0134922624609704,gcc,1024,s,none,8,muRISCV-NN,Vector,-,RV32GCV,-,tflm
19,vww,tflmi,spike,8299446,425198,134528,336244,88938,0.167081704521889,1.002792360629602,1.0,1.0,1.0134922624609704,gcc,2048,s,none,8,muRISCV-NN,Vector,-,RV32GCV,-,tflm
20,vww,tflmi,spike,8302835,425198,134528,336244,88938,0.1671499307500764,1.002792360629602,1.0,1.0,1.0134922624609704,gcc,4096,s,none,8,muRISCV-NN,Vector,-,RV32GCV,-,tflm
21,vww,tflmi,spike,40746587,435582,134472,336984,98522,0.820296825765171,1.027282118043272,0.9995837297811608,1.0022007827648969,1.1227066572463933,gcc,0,s,none,8,muRISCV-NN,Scalar,-,RV32GCP,-,tflm
22,vww,tflmi,spike,49175639,437854,134472,336984,100794,0.9899877154539092,1.0326404316838595,0.9995837297811608,1.0022007827648969,1.1485972149417691,gcc,0,s,none,8,muRISCV-NN,Packed,-,RV32GCP,-,tflm