Compare 2024 11 26 TVM GCC O3 spike_rv32_min - tum-ei-eda/muriscv-nn GitHub Wiki

Metrics:

• Run Cycles
• ROM code

Labels:

• B: Benchmarks-2024-11-26-TVM-GCC-O3-spike_rv32_min (Baseline)
• C1: Benchmarks-2024-11-21-TVM-GCC-O3-spike_rv32_min (Compare 1) [Date: 2024-11-26 -> 2024-11-21]

Framework	Toolchain	Optimize	Target	Backend	Model	VLEN	Layout	Kernels	Mode	Arch	Unroll	AutoVectorize	Metric	Value (B)	Value (C1)	Value (C1) [rel.]
tvm	gcc	3	spike_rv32_min	tvmaot	aww	0	NCHW	TVM	Fallback	RV32IM	0	-	ROM code	117684	113804	0.96703
tvm	gcc	3	spike_rv32_min	tvmaot	aww	0	NCHW	TVM	Fallback	RV32IM	0	-	Run Cycles	1.38769e+07	1.41988e+07	1.0232
tvm	gcc	3	spike_rv32_min	tvmaot	aww	0	NHWC	TVM	Fallback	RV32IM	0	-	ROM code	83768	80368	0.959412
tvm	gcc	3	spike_rv32_min	tvmaot	aww	0	NHWC	TVM	Fallback	RV32IM	0	-	Run Cycles	2.13918e+07	2.13671e+07	0.998846
tvm	gcc	3	spike_rv32_min	tvmaot	aww	0	NHWC	muRISCV-NN	Scalar	RV32IM	0	-	ROM code	99364	96324	0.969405
tvm	gcc	3	spike_rv32_min	tvmaot	aww	0	NHWC	muRISCV-NN	Scalar	RV32IM	0	-	Run Cycles	1.59921e+07	1.619e+07	1.01237
tvm	gcc	3	spike_rv32_min	tvmaot	aww	0	NHWC	muRISCV-NN	Vector (Portable)	RV32IM	0	-	ROM code	96056	92036	0.958149
tvm	gcc	3	spike_rv32_min	tvmaot	aww	0	NHWC	muRISCV-NN	Vector (Portable)	RV32IM	0	-	Run Cycles	1.55673e+07	1.5536e+07	0.997988
tvm	gcc	3	spike_rv32_min	tvmaot	aww	128	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	138060	109436	0.79267
tvm	gcc	3	spike_rv32_min	tvmaot	aww	128	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	1.42187e+07	nan
tvm	gcc	3	spike_rv32_min	tvmaot	aww	128	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	94448	80476	0.852067
tvm	gcc	3	spike_rv32_min	tvmaot	aww	128	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	8.59266e+06	2.12915e+07	2.47787
tvm	gcc	3	spike_rv32_min	tvmaot	aww	128	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	ROM code	118124	96320	0.815414
tvm	gcc	3	spike_rv32_min	tvmaot	aww	128	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	1.619e+07	nan
tvm	gcc	3	spike_rv32_min	tvmaot	aww	128	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	ROM code	103572	98880	0.954698
tvm	gcc	3	spike_rv32_min	tvmaot	aww	128	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	Run Cycles	9.2327e+06	8.45769e+06	0.916058
tvm	gcc	3	spike_rv32_min	tvmaot	aww	128	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	ROM code	115172	92036	0.799118
tvm	gcc	3	spike_rv32_min	tvmaot	aww	128	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	1.5536e+07	nan
tvm	gcc	3	spike_rv32_min	tvmaot	aww	256	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	142668	109436	0.767068
tvm	gcc	3	spike_rv32_min	tvmaot	aww	256	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	1.42187e+07	nan
tvm	gcc	3	spike_rv32_min	tvmaot	aww	256	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	100632	80476	0.799706
tvm	gcc	3	spike_rv32_min	tvmaot	aww	256	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	5.61138e+06	2.12915e+07	3.79435
tvm	gcc	3	spike_rv32_min	tvmaot	aww	256	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	ROM code	113828	96316	0.846154
tvm	gcc	3	spike_rv32_min	tvmaot	aww	256	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	1.619e+07	nan
tvm	gcc	3	spike_rv32_min	tvmaot	aww	256	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	ROM code	103564	98880	0.954772
tvm	gcc	3	spike_rv32_min	tvmaot	aww	256	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	Run Cycles	6.95534e+06	6.56435e+06	0.943786
tvm	gcc	3	spike_rv32_min	tvmaot	aww	256	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	ROM code	110808	92036	0.83059
tvm	gcc	3	spike_rv32_min	tvmaot	aww	256	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	1.5536e+07	nan
tvm	gcc	3	spike_rv32_min	tvmaot	aww	512	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	133384	109436	0.820458
tvm	gcc	3	spike_rv32_min	tvmaot	aww	512	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	1.42187e+07	nan
tvm	gcc	3	spike_rv32_min	tvmaot	aww	512	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	93056	80476	0.864813
tvm	gcc	3	spike_rv32_min	tvmaot	aww	512	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	4.08314e+06	2.12915e+07	5.2145
tvm	gcc	3	spike_rv32_min	tvmaot	aww	512	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	ROM code	114764	96320	0.839288
tvm	gcc	3	spike_rv32_min	tvmaot	aww	512	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	1.619e+07	nan
tvm	gcc	3	spike_rv32_min	tvmaot	aww	512	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	ROM code	103556	98880	0.954846
tvm	gcc	3	spike_rv32_min	tvmaot	aww	512	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	Run Cycles	5.72045e+06	5.40165e+06	0.944271
tvm	gcc	3	spike_rv32_min	tvmaot	aww	512	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	ROM code	111740	92024	0.823555
tvm	gcc	3	spike_rv32_min	tvmaot	aww	512	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	1.5536e+07	nan
tvm	gcc	3	spike_rv32_min	tvmaot	aww	1024	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	130500	109436	0.83859
tvm	gcc	3	spike_rv32_min	tvmaot	aww	1024	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	1.42187e+07	nan
tvm	gcc	3	spike_rv32_min	tvmaot	aww	1024	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	90208	80476	0.892116
tvm	gcc	3	spike_rv32_min	tvmaot	aww	1024	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	2.12915e+07	nan
tvm	gcc	3	spike_rv32_min	tvmaot	aww	1024	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	ROM code	116192	96320	0.828973
tvm	gcc	3	spike_rv32_min	tvmaot	aww	1024	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	1.619e+07	nan
tvm	gcc	3	spike_rv32_min	tvmaot	aww	1024	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	ROM code	103572	98868	0.954582
tvm	gcc	3	spike_rv32_min	tvmaot	aww	1024	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	Run Cycles	5.683e+06	5.36406e+06	0.943877
tvm	gcc	3	spike_rv32_min	tvmaot	aww	1024	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	ROM code	113148	92024	0.813306
tvm	gcc	3	spike_rv32_min	tvmaot	aww	1024	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	1.5536e+07	nan
tvm	gcc	3	spike_rv32_min	tvmaot	aww	2048	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	128976	109436	0.848499
tvm	gcc	3	spike_rv32_min	tvmaot	aww	2048	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	1.42187e+07	nan
tvm	gcc	3	spike_rv32_min	tvmaot	aww	2048	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	86200	80476	0.933596
tvm	gcc	3	spike_rv32_min	tvmaot	aww	2048	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	2.12915e+07	nan
tvm	gcc	3	spike_rv32_min	tvmaot	aww	2048	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	ROM code	118884	96316	0.810168
tvm	gcc	3	spike_rv32_min	tvmaot	aww	2048	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	1.619e+07	nan
tvm	gcc	3	spike_rv32_min	tvmaot	aww	2048	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	ROM code	103564	98872	0.954695
tvm	gcc	3	spike_rv32_min	tvmaot	aww	2048	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	Run Cycles	5.68291e+06	5.36745e+06	0.94449
tvm	gcc	3	spike_rv32_min	tvmaot	aww	2048	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	ROM code	115872	92024	0.794187
tvm	gcc	3	spike_rv32_min	tvmaot	aww	2048	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	1.5536e+07	nan
tvm	gcc	3	spike_rv32_min	tvmaot	aww	4096	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	129424	109436	0.845562
tvm	gcc	3	spike_rv32_min	tvmaot	aww	4096	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	1.42187e+07	nan
tvm	gcc	3	spike_rv32_min	tvmaot	aww	4096	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	86664	80476	0.928598
tvm	gcc	3	spike_rv32_min	tvmaot	aww	4096	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	2.12915e+07	nan
tvm	gcc	3	spike_rv32_min	tvmaot	aww	4096	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	ROM code	122716	96320	0.784902
tvm	gcc	3	spike_rv32_min	tvmaot	aww	4096	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	1.619e+07	nan
tvm	gcc	3	spike_rv32_min	tvmaot	aww	4096	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	ROM code	103556	98868	0.95473
tvm	gcc	3	spike_rv32_min	tvmaot	aww	4096	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	Run Cycles	5.6836e+06	5.37084e+06	0.94497
tvm	gcc	3	spike_rv32_min	tvmaot	aww	4096	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	ROM code	119720	92032	0.768727
tvm	gcc	3	spike_rv32_min	tvmaot	aww	4096	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	1.5536e+07	nan
tvm	gcc	3	spike_rv32_min	tvmaot	resnet	0	NCHW	TVM	Fallback	RV32IM	0	-	ROM code	110200	106252	0.964174
tvm	gcc	3	spike_rv32_min	tvmaot	resnet	0	NCHW	TVM	Fallback	RV32IM	0	-	Run Cycles	5.71862e+07	5.74026e+07	1.00378
tvm	gcc	3	spike_rv32_min	tvmaot	resnet	0	NHWC	TVM	Fallback	RV32IM	0	-	ROM code	84876	81576	0.96112
tvm	gcc	3	spike_rv32_min	tvmaot	resnet	0	NHWC	TVM	Fallback	RV32IM	0	-	Run Cycles	7.73381e+07	8.23993e+07	1.06544
tvm	gcc	3	spike_rv32_min	tvmaot	resnet	0	NHWC	muRISCV-NN	Scalar	RV32IM	0	-	ROM code	90808	87552	0.964144
tvm	gcc	3	spike_rv32_min	tvmaot	resnet	0	NHWC	muRISCV-NN	Scalar	RV32IM	0	-	Run Cycles	5.45741e+07	5.45415e+07	0.999401
tvm	gcc	3	spike_rv32_min	tvmaot	resnet	0	NHWC	muRISCV-NN	Vector (Portable)	RV32IM	0	-	ROM code	89984	86548	0.961815
tvm	gcc	3	spike_rv32_min	tvmaot	resnet	0	NHWC	muRISCV-NN	Vector (Portable)	RV32IM	0	-	Run Cycles	7.24118e+07	7.25874e+07	1.00243
tvm	gcc	3	spike_rv32_min	tvmaot	resnet	128	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	121240	104304	0.86031
tvm	gcc	3	spike_rv32_min	tvmaot	resnet	128	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	3.16579e+07	5.73837e+07	1.81262
tvm	gcc	3	spike_rv32_min	tvmaot	resnet	128	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	87600	82388	0.940502
tvm	gcc	3	spike_rv32_min	tvmaot	resnet	128	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	4.83944e+07	8.24255e+07	1.7032
tvm	gcc	3	spike_rv32_min	tvmaot	resnet	128	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	ROM code	109976	87552	0.796101
tvm	gcc	3	spike_rv32_min	tvmaot	resnet	128	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	5.46601e+07	nan
tvm	gcc	3	spike_rv32_min	tvmaot	resnet	128	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	ROM code	99976	95528	0.955509
tvm	gcc	3	spike_rv32_min	tvmaot	resnet	128	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	Run Cycles	3.22629e+07	2.7871e+07	0.863872
tvm	gcc	3	spike_rv32_min	tvmaot	resnet	128	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	ROM code	109072	86552	0.793531
tvm	gcc	3	spike_rv32_min	tvmaot	resnet	128	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	7.27061e+07	nan
tvm	gcc	3	spike_rv32_min	tvmaot	resnet	256	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	119492	104304	0.872895
tvm	gcc	3	spike_rv32_min	tvmaot	resnet	256	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	5.73837e+07	nan
tvm	gcc	3	spike_rv32_min	tvmaot	resnet	256	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	89816	82388	0.917298
tvm	gcc	3	spike_rv32_min	tvmaot	resnet	256	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	2.46249e+07	8.24255e+07	3.34724
tvm	gcc	3	spike_rv32_min	tvmaot	resnet	256	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	ROM code	104956	87540	0.834064
tvm	gcc	3	spike_rv32_min	tvmaot	resnet	256	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	5.46601e+07	nan
tvm	gcc	3	spike_rv32_min	tvmaot	resnet	256	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	ROM code	99972	95536	0.955628
tvm	gcc	3	spike_rv32_min	tvmaot	resnet	256	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	Run Cycles	1.9851e+07	1.76037e+07	0.886789
tvm	gcc	3	spike_rv32_min	tvmaot	resnet	256	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	ROM code	104080	86564	0.831706
tvm	gcc	3	spike_rv32_min	tvmaot	resnet	256	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	7.27061e+07	nan
tvm	gcc	3	spike_rv32_min	tvmaot	resnet	512	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	117028	104304	0.891274
tvm	gcc	3	spike_rv32_min	tvmaot	resnet	512	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	5.73837e+07	nan
tvm	gcc	3	spike_rv32_min	tvmaot	resnet	512	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	92088	82388	0.894666
tvm	gcc	3	spike_rv32_min	tvmaot	resnet	512	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	1.77698e+07	8.24255e+07	4.63851
tvm	gcc	3	spike_rv32_min	tvmaot	resnet	512	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	ROM code	105672	87552	0.828526
tvm	gcc	3	spike_rv32_min	tvmaot	resnet	512	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	5.46601e+07	nan
tvm	gcc	3	spike_rv32_min	tvmaot	resnet	512	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	ROM code	99964	95536	0.955704
tvm	gcc	3	spike_rv32_min	tvmaot	resnet	512	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	Run Cycles	1.42232e+07	1.29882e+07	0.913167
tvm	gcc	3	spike_rv32_min	tvmaot	resnet	512	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	ROM code	104808	86548	0.825777
tvm	gcc	3	spike_rv32_min	tvmaot	resnet	512	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	7.27061e+07	nan
tvm	gcc	3	spike_rv32_min	tvmaot	resnet	1024	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	111864	104304	0.932418
tvm	gcc	3	spike_rv32_min	tvmaot	resnet	1024	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	5.73837e+07	nan
tvm	gcc	3	spike_rv32_min	tvmaot	resnet	1024	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	89508	82388	0.920454
tvm	gcc	3	spike_rv32_min	tvmaot	resnet	1024	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	3.15191e+07	8.24255e+07	2.6151
tvm	gcc	3	spike_rv32_min	tvmaot	resnet	1024	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	ROM code	105708	87536	0.828092
tvm	gcc	3	spike_rv32_min	tvmaot	resnet	1024	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	5.46601e+07	nan
tvm	gcc	3	spike_rv32_min	tvmaot	resnet	1024	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	ROM code	100024	95532	0.955091
tvm	gcc	3	spike_rv32_min	tvmaot	resnet	1024	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	Run Cycles	1.1478e+07	1.07364e+07	0.935386
tvm	gcc	3	spike_rv32_min	tvmaot	resnet	1024	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	ROM code	104828	86564	0.825772
tvm	gcc	3	spike_rv32_min	tvmaot	resnet	1024	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	7.27061e+07	nan
tvm	gcc	3	spike_rv32_min	tvmaot	resnet	2048	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	108856	104304	0.958183
tvm	gcc	3	spike_rv32_min	tvmaot	resnet	2048	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	5.73837e+07	nan
tvm	gcc	3	spike_rv32_min	tvmaot	resnet	2048	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	87424	82388	0.942396
tvm	gcc	3	spike_rv32_min	tvmaot	resnet	2048	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	5.03788e+07	8.24255e+07	1.63612
tvm	gcc	3	spike_rv32_min	tvmaot	resnet	2048	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	ROM code	105672	87552	0.828526
tvm	gcc	3	spike_rv32_min	tvmaot	resnet	2048	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	5.46601e+07	nan
tvm	gcc	3	spike_rv32_min	tvmaot	resnet	2048	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	ROM code	100020	95540	0.955209
tvm	gcc	3	spike_rv32_min	tvmaot	resnet	2048	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	Run Cycles	9.29103e+06	8.76905e+06	0.943818
tvm	gcc	3	spike_rv32_min	tvmaot	resnet	2048	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	ROM code	104800	86548	0.82584
tvm	gcc	3	spike_rv32_min	tvmaot	resnet	2048	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	7.27061e+07	nan
tvm	gcc	3	spike_rv32_min	tvmaot	resnet	4096	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	109304	104304	0.954256
tvm	gcc	3	spike_rv32_min	tvmaot	resnet	4096	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	5.73837e+07	nan
tvm	gcc	3	spike_rv32_min	tvmaot	resnet	4096	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	86256	82388	0.955157
tvm	gcc	3	spike_rv32_min	tvmaot	resnet	4096	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	7.50695e+07	8.24255e+07	1.09799
tvm	gcc	3	spike_rv32_min	tvmaot	resnet	4096	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	ROM code	105672	87548	0.828488
tvm	gcc	3	spike_rv32_min	tvmaot	resnet	4096	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	5.46601e+07	nan
tvm	gcc	3	spike_rv32_min	tvmaot	resnet	4096	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	ROM code	100032	95540	0.955094
tvm	gcc	3	spike_rv32_min	tvmaot	resnet	4096	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	Run Cycles	8.70158e+06	8.23508e+06	0.946389
tvm	gcc	3	spike_rv32_min	tvmaot	resnet	4096	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	ROM code	104796	86544	0.825833
tvm	gcc	3	spike_rv32_min	tvmaot	resnet	4096	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	7.27061e+07	nan
tvm	gcc	3	spike_rv32_min	tvmaot	toycar	0	NCHW	TVM	Fallback	RV32IM	0	-	ROM code	79600	75888	0.953367
tvm	gcc	3	spike_rv32_min	tvmaot	toycar	0	NCHW	TVM	Fallback	RV32IM	0	-	Run Cycles	1.64414e+06	1.64336e+06	0.999526
tvm	gcc	3	spike_rv32_min	tvmaot	toycar	0	NHWC	TVM	Fallback	RV32IM	0	-	ROM code	79600	75888	0.953367
tvm	gcc	3	spike_rv32_min	tvmaot	toycar	0	NHWC	TVM	Fallback	RV32IM	0	-	Run Cycles	1.64414e+06	1.64336e+06	0.999526
tvm	gcc	3	spike_rv32_min	tvmaot	toycar	0	NHWC	muRISCV-NN	Scalar	RV32IM	0	-	ROM code	71660	67560	0.942785
tvm	gcc	3	spike_rv32_min	tvmaot	toycar	0	NHWC	muRISCV-NN	Scalar	RV32IM	0	-	Run Cycles	1.68137e+06	1.68049e+06	0.999477
tvm	gcc	3	spike_rv32_min	tvmaot	toycar	0	NHWC	muRISCV-NN	Vector (Portable)	RV32IM	0	-	ROM code	71644	67560	0.942996
tvm	gcc	3	spike_rv32_min	tvmaot	toycar	0	NHWC	muRISCV-NN	Vector (Portable)	RV32IM	0	-	Run Cycles	1.68137e+06	1.68049e+06	0.99948
tvm	gcc	3	spike_rv32_min	tvmaot	toycar	128	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	91892	76004	0.827101
tvm	gcc	3	spike_rv32_min	tvmaot	toycar	128	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	1.64336e+06	nan
tvm	gcc	3	spike_rv32_min	tvmaot	toycar	128	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	91892	76004	0.827101
tvm	gcc	3	spike_rv32_min	tvmaot	toycar	128	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	1.64336e+06	nan
tvm	gcc	3	spike_rv32_min	tvmaot	toycar	128	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	ROM code	72312	67728	0.936608
tvm	gcc	3	spike_rv32_min	tvmaot	toycar	128	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	1.67954e+06	nan
tvm	gcc	3	spike_rv32_min	tvmaot	toycar	128	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	ROM code	75148	70516	0.938362
tvm	gcc	3	spike_rv32_min	tvmaot	toycar	128	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	Run Cycles	942562	896519	0.951151
tvm	gcc	3	spike_rv32_min	tvmaot	toycar	128	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	ROM code	72312	67728	0.936608
tvm	gcc	3	spike_rv32_min	tvmaot	toycar	128	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	1.67954e+06	nan
tvm	gcc	3	spike_rv32_min	tvmaot	toycar	256	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	88284	76004	0.860903
tvm	gcc	3	spike_rv32_min	tvmaot	toycar	256	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	792130	1.64336e+06	2.07461
tvm	gcc	3	spike_rv32_min	tvmaot	toycar	256	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	88284	76004	0.860903
tvm	gcc	3	spike_rv32_min	tvmaot	toycar	256	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	792130	1.64336e+06	2.07461
tvm	gcc	3	spike_rv32_min	tvmaot	toycar	256	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	ROM code	72324	67728	0.936453
tvm	gcc	3	spike_rv32_min	tvmaot	toycar	256	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	1.67954e+06	nan
tvm	gcc	3	spike_rv32_min	tvmaot	toycar	256	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	ROM code	75128	70516	0.938611
tvm	gcc	3	spike_rv32_min	tvmaot	toycar	256	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	Run Cycles	696338	668799	0.960452
tvm	gcc	3	spike_rv32_min	tvmaot	toycar	256	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	ROM code	72312	67728	0.936608
tvm	gcc	3	spike_rv32_min	tvmaot	toycar	256	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	1.67954e+06	nan
tvm	gcc	3	spike_rv32_min	tvmaot	toycar	512	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	84616	76004	0.898223
tvm	gcc	3	spike_rv32_min	tvmaot	toycar	512	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	743869	1.64336e+06	2.20921
tvm	gcc	3	spike_rv32_min	tvmaot	toycar	512	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	84616	76004	0.898223
tvm	gcc	3	spike_rv32_min	tvmaot	toycar	512	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	743869	1.64336e+06	2.20921
tvm	gcc	3	spike_rv32_min	tvmaot	toycar	512	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	ROM code	72400	67728	0.93547
tvm	gcc	3	spike_rv32_min	tvmaot	toycar	512	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	1.67954e+06	nan
tvm	gcc	3	spike_rv32_min	tvmaot	toycar	512	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	ROM code	75144	70516	0.938412
tvm	gcc	3	spike_rv32_min	tvmaot	toycar	512	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	Run Cycles	573232	554939	0.968088
tvm	gcc	3	spike_rv32_min	tvmaot	toycar	512	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	ROM code	72404	67728	0.935418
tvm	gcc	3	spike_rv32_min	tvmaot	toycar	512	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	1.67954e+06	nan
tvm	gcc	3	spike_rv32_min	tvmaot	toycar	1024	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	122280	76004	0.621557
tvm	gcc	3	spike_rv32_min	tvmaot	toycar	1024	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	1.64336e+06	nan
tvm	gcc	3	spike_rv32_min	tvmaot	toycar	1024	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	122280	76004	0.621557
tvm	gcc	3	spike_rv32_min	tvmaot	toycar	1024	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	1.64336e+06	nan
tvm	gcc	3	spike_rv32_min	tvmaot	toycar	1024	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	ROM code	72316	67728	0.936556
tvm	gcc	3	spike_rv32_min	tvmaot	toycar	1024	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	1.67954e+06	nan
tvm	gcc	3	spike_rv32_min	tvmaot	toycar	1024	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	ROM code	75128	70516	0.938611
tvm	gcc	3	spike_rv32_min	tvmaot	toycar	1024	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	Run Cycles	512309	498525	0.973094
tvm	gcc	3	spike_rv32_min	tvmaot	toycar	1024	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	ROM code	72320	67728	0.936504
tvm	gcc	3	spike_rv32_min	tvmaot	toycar	1024	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	1.67954e+06	nan
tvm	gcc	3	spike_rv32_min	tvmaot	toycar	2048	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	90496	76004	0.83986
tvm	gcc	3	spike_rv32_min	tvmaot	toycar	2048	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	1.64336e+06	nan
tvm	gcc	3	spike_rv32_min	tvmaot	toycar	2048	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	90496	76004	0.83986
tvm	gcc	3	spike_rv32_min	tvmaot	toycar	2048	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	1.64336e+06	nan
tvm	gcc	3	spike_rv32_min	tvmaot	toycar	2048	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	ROM code	72304	67728	0.936712
tvm	gcc	3	spike_rv32_min	tvmaot	toycar	2048	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	1.67954e+06	nan
tvm	gcc	3	spike_rv32_min	tvmaot	toycar	2048	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	ROM code	75140	70516	0.938462
tvm	gcc	3	spike_rv32_min	tvmaot	toycar	2048	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	Run Cycles	505075	494835	0.979726
tvm	gcc	3	spike_rv32_min	tvmaot	toycar	2048	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	ROM code	72300	67728	0.936763
tvm	gcc	3	spike_rv32_min	tvmaot	toycar	2048	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	1.67954e+06	nan
tvm	gcc	3	spike_rv32_min	tvmaot	toycar	4096	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	94016	76004	0.808416
tvm	gcc	3	spike_rv32_min	tvmaot	toycar	4096	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	765436	1.64336e+06	2.14696
tvm	gcc	3	spike_rv32_min	tvmaot	toycar	4096	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	94016	76004	0.808416
tvm	gcc	3	spike_rv32_min	tvmaot	toycar	4096	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	765436	1.64336e+06	2.14696
tvm	gcc	3	spike_rv32_min	tvmaot	toycar	4096	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	ROM code	72288	67728	0.936919
tvm	gcc	3	spike_rv32_min	tvmaot	toycar	4096	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	1.67954e+06	nan
tvm	gcc	3	spike_rv32_min	tvmaot	toycar	4096	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	ROM code	75120	70516	0.938711
tvm	gcc	3	spike_rv32_min	tvmaot	toycar	4096	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	Run Cycles	501486	494620	0.986309
tvm	gcc	3	spike_rv32_min	tvmaot	toycar	4096	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	ROM code	72296	67728	0.936815
tvm	gcc	3	spike_rv32_min	tvmaot	toycar	4096	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	1.67954e+06	nan
tvm	gcc	3	spike_rv32_min	tvmaot	vww	0	NCHW	TVM	Fallback	RV32IM	0	-	ROM code	194684	191440	0.983337
tvm	gcc	3	spike_rv32_min	tvmaot	vww	0	NCHW	TVM	Fallback	RV32IM	0	-	Run Cycles	4.12694e+07	4.17796e+07	1.01236
tvm	gcc	3	spike_rv32_min	tvmaot	vww	0	NHWC	TVM	Fallback	RV32IM	0	-	ROM code	106100	104036	0.980547
tvm	gcc	3	spike_rv32_min	tvmaot	vww	0	NHWC	TVM	Fallback	RV32IM	0	-	Run Cycles	5.92867e+07	6.06993e+07	1.02383
tvm	gcc	3	spike_rv32_min	tvmaot	vww	0	NHWC	muRISCV-NN	Scalar	RV32IM	0	-	ROM code	104992	102004	0.971541
tvm	gcc	3	spike_rv32_min	tvmaot	vww	0	NHWC	muRISCV-NN	Scalar	RV32IM	0	-	Run Cycles	4.53758e+07	4.64576e+07	1.02384
tvm	gcc	3	spike_rv32_min	tvmaot	vww	0	NHWC	muRISCV-NN	Vector (Portable)	RV32IM	0	-	ROM code	101912	97932	0.960947
tvm	gcc	3	spike_rv32_min	tvmaot	vww	0	NHWC	muRISCV-NN	Vector (Portable)	RV32IM	0	-	Run Cycles	4.57199e+07	4.60262e+07	1.0067
tvm	gcc	3	spike_rv32_min	tvmaot	vww	128	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	246856	172460	0.698626
tvm	gcc	3	spike_rv32_min	tvmaot	vww	128	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	4.16956e+07	nan
tvm	gcc	3	spike_rv32_min	tvmaot	vww	128	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	132368	105936	0.800314
tvm	gcc	3	spike_rv32_min	tvmaot	vww	128	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	2.79079e+07	6.03912e+07	2.16395
tvm	gcc	3	spike_rv32_min	tvmaot	vww	128	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	ROM code	123948	102000	0.822926
tvm	gcc	3	spike_rv32_min	tvmaot	vww	128	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	4.64577e+07	nan
tvm	gcc	3	spike_rv32_min	tvmaot	vww	128	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	ROM code	109416	104768	0.95752
tvm	gcc	3	spike_rv32_min	tvmaot	vww	128	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	Run Cycles	nan	2.33794e+07	nan
tvm	gcc	3	spike_rv32_min	tvmaot	vww	128	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	ROM code	121156	97924	0.808247
tvm	gcc	3	spike_rv32_min	tvmaot	vww	128	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	4.60262e+07	nan
tvm	gcc	3	spike_rv32_min	tvmaot	vww	256	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	249936	172460	0.690017
tvm	gcc	3	spike_rv32_min	tvmaot	vww	256	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	4.16956e+07	nan
tvm	gcc	3	spike_rv32_min	tvmaot	vww	256	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	145784	105936	0.726664
tvm	gcc	3	spike_rv32_min	tvmaot	vww	256	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	2.03355e+07	6.03912e+07	2.96975
tvm	gcc	3	spike_rv32_min	tvmaot	vww	256	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	ROM code	119472	102008	0.853823
tvm	gcc	3	spike_rv32_min	tvmaot	vww	256	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	4.64577e+07	nan
tvm	gcc	3	spike_rv32_min	tvmaot	vww	256	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	ROM code	109428	104780	0.957525
tvm	gcc	3	spike_rv32_min	tvmaot	vww	256	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	Run Cycles	nan	1.74631e+07	nan
tvm	gcc	3	spike_rv32_min	tvmaot	vww	256	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	ROM code	116704	97924	0.83908
tvm	gcc	3	spike_rv32_min	tvmaot	vww	256	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	4.60262e+07	nan
tvm	gcc	3	spike_rv32_min	tvmaot	vww	512	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	223864	172460	0.770378
tvm	gcc	3	spike_rv32_min	tvmaot	vww	512	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	4.16956e+07	nan
tvm	gcc	3	spike_rv32_min	tvmaot	vww	512	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	162920	105936	0.650233
tvm	gcc	3	spike_rv32_min	tvmaot	vww	512	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	6.03912e+07	nan
tvm	gcc	3	spike_rv32_min	tvmaot	vww	512	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	ROM code	120404	102020	0.847314
tvm	gcc	3	spike_rv32_min	tvmaot	vww	512	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	4.64577e+07	nan
tvm	gcc	3	spike_rv32_min	tvmaot	vww	512	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	ROM code	109424	104764	0.957413
tvm	gcc	3	spike_rv32_min	tvmaot	vww	512	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	Run Cycles	nan	1.52188e+07	nan
tvm	gcc	3	spike_rv32_min	tvmaot	vww	512	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	ROM code	117592	97924	0.832744
tvm	gcc	3	spike_rv32_min	tvmaot	vww	512	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	4.60262e+07	nan
tvm	gcc	3	spike_rv32_min	tvmaot	vww	1024	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	210692	172460	0.818541
tvm	gcc	3	spike_rv32_min	tvmaot	vww	1024	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	4.16956e+07	nan
tvm	gcc	3	spike_rv32_min	tvmaot	vww	1024	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	142564	105936	0.743077
tvm	gcc	3	spike_rv32_min	tvmaot	vww	1024	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	6.03912e+07	nan
tvm	gcc	3	spike_rv32_min	tvmaot	vww	1024	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	ROM code	121848	102004	0.837141
tvm	gcc	3	spike_rv32_min	tvmaot	vww	1024	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	4.64577e+07	nan
tvm	gcc	3	spike_rv32_min	tvmaot	vww	1024	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	ROM code	109424	104772	0.957486
tvm	gcc	3	spike_rv32_min	tvmaot	vww	1024	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	Run Cycles	nan	1.41908e+07	nan
tvm	gcc	3	spike_rv32_min	tvmaot	vww	1024	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	ROM code	119020	97912	0.822652
tvm	gcc	3	spike_rv32_min	tvmaot	vww	1024	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	4.60262e+07	nan
tvm	gcc	3	spike_rv32_min	tvmaot	vww	2048	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	181308	172460	0.951199
tvm	gcc	3	spike_rv32_min	tvmaot	vww	2048	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	4.16956e+07	nan
tvm	gcc	3	spike_rv32_min	tvmaot	vww	2048	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	128808	105936	0.822433
tvm	gcc	3	spike_rv32_min	tvmaot	vww	2048	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	6.03912e+07	nan
tvm	gcc	3	spike_rv32_min	tvmaot	vww	2048	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	ROM code	124548	102000	0.818961
tvm	gcc	3	spike_rv32_min	tvmaot	vww	2048	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	4.64577e+07	nan
tvm	gcc	3	spike_rv32_min	tvmaot	vww	2048	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	ROM code	109432	104764	0.957343
tvm	gcc	3	spike_rv32_min	tvmaot	vww	2048	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	Run Cycles	nan	1.41084e+07	nan
tvm	gcc	3	spike_rv32_min	tvmaot	vww	2048	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	ROM code	121720	97920	0.804469
tvm	gcc	3	spike_rv32_min	tvmaot	vww	2048	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	4.60262e+07	nan
tvm	gcc	3	spike_rv32_min	tvmaot	vww	4096	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	181140	172460	0.952081
tvm	gcc	3	spike_rv32_min	tvmaot	vww	4096	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	4.16956e+07	nan
tvm	gcc	3	spike_rv32_min	tvmaot	vww	4096	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	130544	105936	0.811496
tvm	gcc	3	spike_rv32_min	tvmaot	vww	4096	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	6.03912e+07	nan
tvm	gcc	3	spike_rv32_min	tvmaot	vww	4096	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	ROM code	128368	102016	0.794715
tvm	gcc	3	spike_rv32_min	tvmaot	vww	4096	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	4.64577e+07	nan
tvm	gcc	3	spike_rv32_min	tvmaot	vww	4096	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	ROM code	109424	104768	0.95745
tvm	gcc	3	spike_rv32_min	tvmaot	vww	4096	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	Run Cycles	nan	1.41118e+07	nan
tvm	gcc	3	spike_rv32_min	tvmaot	vww	4096	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	ROM code	125564	97912	0.779778
tvm	gcc	3	spike_rv32_min	tvmaot	vww	4096	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	4.60262e+07	nan