Compare 2024 11 26 TVM LLVM O3 spike_rv32 - tum-ei-eda/muriscv-nn GitHub Wiki

Metrics:

• Run Cycles
• ROM code

Labels:

• B: Benchmarks-2024-11-26-TVM-LLVM-O3-spike_rv32 (Baseline)
• C1: Benchmarks-2024-11-21-TVM-LLVM-O3-spike_rv32 (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	llvm	3	spike_rv32	tvmaot	aww	0	NCHW	TVM	Fallback	RV32GC	0	-	ROM code	74094	71264	0.961805
tvm	llvm	3	spike_rv32	tvmaot	aww	0	NCHW	TVM	Fallback	RV32GC	0	-	Run Cycles	1.34634e+07	1.34631e+07	0.999983
tvm	llvm	3	spike_rv32	tvmaot	aww	0	NHWC	TVM	Fallback	RV32GC	0	-	ROM code	60768	57912	0.953002
tvm	llvm	3	spike_rv32	tvmaot	aww	0	NHWC	TVM	Fallback	RV32GC	0	-	Run Cycles	2.1001e+07	2.09957e+07	0.999746
tvm	llvm	3	spike_rv32	tvmaot	aww	0	NHWC	muRISCV-NN	Scalar	RV32GC	0	-	ROM code	56414	53584	0.949835
tvm	llvm	3	spike_rv32	tvmaot	aww	0	NHWC	muRISCV-NN	Scalar	RV32GC	0	-	Run Cycles	1.52026e+07	1.51973e+07	0.999654
tvm	llvm	3	spike_rv32	tvmaot	aww	0	NHWC	muRISCV-NN	Vector (Portable)	RV32GC	0	-	ROM code	56130	53302	0.949617
tvm	llvm	3	spike_rv32	tvmaot	aww	0	NHWC	muRISCV-NN	Vector (Portable)	RV32GC	0	-	Run Cycles	1.45607e+07	1.4572e+07	1.00077
tvm	llvm	3	spike_rv32	tvmaot	aww	128	NCHW	TVM	Fallback	RV32GCV	0	Loop+SLP	ROM code	70562	67730	0.959865
tvm	llvm	3	spike_rv32	tvmaot	aww	128	NCHW	TVM	Fallback	RV32GCV	0	Loop+SLP	Run Cycles	6.38199e+06	6.38178e+06	0.999966
tvm	llvm	3	spike_rv32	tvmaot	aww	128	NHWC	TVM	Fallback	RV32GCV	0	Loop+SLP	ROM code	77030	74200	0.963261
tvm	llvm	3	spike_rv32	tvmaot	aww	128	NHWC	TVM	Fallback	RV32GCV	0	Loop+SLP	Run Cycles	3.6458e+06	3.64556e+06	0.999934
tvm	llvm	3	spike_rv32	tvmaot	aww	128	NHWC	muRISCV-NN	Scalar	RV32GCV	0	Loop+SLP	ROM code	63776	60946	0.955626
tvm	llvm	3	spike_rv32	tvmaot	aww	128	NHWC	muRISCV-NN	Scalar	RV32GCV	0	Loop+SLP	Run Cycles	5.73511e+06	5.74011e+06	1.00087
tvm	llvm	3	spike_rv32	tvmaot	aww	128	NHWC	muRISCV-NN	Vector	RV32GCV	0	-	ROM code	58574	55744	0.951685
tvm	llvm	3	spike_rv32	tvmaot	aww	128	NHWC	muRISCV-NN	Vector	RV32GCV	0	-	Run Cycles	5.1088e+06	5.10868e+06	0.999977
tvm	llvm	3	spike_rv32	tvmaot	aww	128	NHWC	muRISCV-NN	Vector (Portable)	RV32GCV	0	Loop+SLP	ROM code	64268	61438	0.955966
tvm	llvm	3	spike_rv32	tvmaot	aww	128	NHWC	muRISCV-NN	Vector (Portable)	RV32GCV	0	Loop+SLP	Run Cycles	6.47291e+06	6.48418e+06	1.00174
tvm	llvm	3	spike_rv32	tvmaot	aww	256	NCHW	TVM	Fallback	RV32GCV	0	Loop+SLP	ROM code	71138	67730	0.952093
tvm	llvm	3	spike_rv32	tvmaot	aww	256	NCHW	TVM	Fallback	RV32GCV	0	Loop+SLP	Run Cycles	7.13419e+06	6.38202e+06	0.894568
tvm	llvm	3	spike_rv32	tvmaot	aww	256	NHWC	TVM	Fallback	RV32GCV	0	Loop+SLP	ROM code	76948	74200	0.964288
tvm	llvm	3	spike_rv32	tvmaot	aww	256	NHWC	TVM	Fallback	RV32GCV	0	Loop+SLP	Run Cycles	2.19524e+06	2.20374e+06	1.00387
tvm	llvm	3	spike_rv32	tvmaot	aww	256	NHWC	muRISCV-NN	Scalar	RV32GCV	0	Loop+SLP	ROM code	63884	60946	0.95401
tvm	llvm	3	spike_rv32	tvmaot	aww	256	NHWC	muRISCV-NN	Scalar	RV32GCV	0	Loop+SLP	Run Cycles	5.15439e+06	5.15737e+06	1.00058
tvm	llvm	3	spike_rv32	tvmaot	aww	256	NHWC	muRISCV-NN	Vector	RV32GCV	0	-	ROM code	58692	55744	0.949772
tvm	llvm	3	spike_rv32	tvmaot	aww	256	NHWC	muRISCV-NN	Vector	RV32GCV	0	-	Run Cycles	3.97482e+06	3.97468e+06	0.999963
tvm	llvm	3	spike_rv32	tvmaot	aww	256	NHWC	muRISCV-NN	Vector (Portable)	RV32GCV	0	Loop+SLP	ROM code	64342	61438	0.954866
tvm	llvm	3	spike_rv32	tvmaot	aww	256	NHWC	muRISCV-NN	Vector (Portable)	RV32GCV	0	Loop+SLP	Run Cycles	5.59552e+06	5.90144e+06	1.05467
tvm	llvm	3	spike_rv32	tvmaot	aww	512	NCHW	TVM	Fallback	RV32GCV	0	Loop+SLP	ROM code	71796	67730	0.943367
tvm	llvm	3	spike_rv32	tvmaot	aww	512	NCHW	TVM	Fallback	RV32GCV	0	Loop+SLP	Run Cycles	8.07112e+06	6.38631e+06	0.791255
tvm	llvm	3	spike_rv32	tvmaot	aww	512	NHWC	TVM	Fallback	RV32GCV	0	Loop+SLP	ROM code	74292	74200	0.998762
tvm	llvm	3	spike_rv32	tvmaot	aww	512	NHWC	TVM	Fallback	RV32GCV	0	Loop+SLP	Run Cycles	1.45826e+06	1.48362e+06	1.01739
tvm	llvm	3	spike_rv32	tvmaot	aww	512	NHWC	muRISCV-NN	Scalar	RV32GCV	0	Loop+SLP	ROM code	63892	60946	0.953891
tvm	llvm	3	spike_rv32	tvmaot	aww	512	NHWC	muRISCV-NN	Scalar	RV32GCV	0	Loop+SLP	Run Cycles	4.8624e+06	4.86538e+06	1.00061
tvm	llvm	3	spike_rv32	tvmaot	aww	512	NHWC	muRISCV-NN	Vector	RV32GCV	0	-	ROM code	58692	55744	0.949772
tvm	llvm	3	spike_rv32	tvmaot	aww	512	NHWC	muRISCV-NN	Vector	RV32GCV	0	-	Run Cycles	3.41656e+06	3.41641e+06	0.999956
tvm	llvm	3	spike_rv32	tvmaot	aww	512	NHWC	muRISCV-NN	Vector (Portable)	RV32GCV	0	Loop+SLP	ROM code	64358	61438	0.954629
tvm	llvm	3	spike_rv32	tvmaot	aww	512	NHWC	muRISCV-NN	Vector (Portable)	RV32GCV	0	Loop+SLP	Run Cycles	5.30353e+06	5.60944e+06	1.05768
tvm	llvm	3	spike_rv32	tvmaot	aww	1024	NCHW	TVM	Fallback	RV32GCV	0	Loop+SLP	ROM code	73410	67730	0.922626
tvm	llvm	3	spike_rv32	tvmaot	aww	1024	NCHW	TVM	Fallback	RV32GCV	0	Loop+SLP	Run Cycles	8.43681e+06	6.38627e+06	0.756954
tvm	llvm	3	spike_rv32	tvmaot	aww	1024	NHWC	TVM	Fallback	RV32GCV	0	Loop+SLP	ROM code	64292	74200	1.15411
tvm	llvm	3	spike_rv32	tvmaot	aww	1024	NHWC	TVM	Fallback	RV32GCV	0	Loop+SLP	Run Cycles	717026	1.63368e+06	2.27841
tvm	llvm	3	spike_rv32	tvmaot	aww	1024	NHWC	muRISCV-NN	Scalar	RV32GCV	0	Loop+SLP	ROM code	63892	60946	0.953891
tvm	llvm	3	spike_rv32	tvmaot	aww	1024	NHWC	muRISCV-NN	Scalar	RV32GCV	0	Loop+SLP	Run Cycles	4.72319e+06	4.72616e+06	1.00063
tvm	llvm	3	spike_rv32	tvmaot	aww	1024	NHWC	muRISCV-NN	Vector	RV32GCV	0	-	ROM code	58692	55744	0.949772
tvm	llvm	3	spike_rv32	tvmaot	aww	1024	NHWC	muRISCV-NN	Vector	RV32GCV	0	-	Run Cycles	3.37557e+06	3.37542e+06	0.999956
tvm	llvm	3	spike_rv32	tvmaot	aww	1024	NHWC	muRISCV-NN	Vector (Portable)	RV32GCV	0	Loop+SLP	ROM code	64358	61438	0.954629
tvm	llvm	3	spike_rv32	tvmaot	aww	1024	NHWC	muRISCV-NN	Vector (Portable)	RV32GCV	0	Loop+SLP	Run Cycles	5.16432e+06	5.47022e+06	1.05923
tvm	llvm	3	spike_rv32	tvmaot	aww	2048	NCHW	TVM	Fallback	RV32GCV	0	Loop+SLP	ROM code	72984	67730	0.928012
tvm	llvm	3	spike_rv32	tvmaot	aww	2048	NCHW	TVM	Fallback	RV32GCV	0	Loop+SLP	Run Cycles	8.46997e+06	6.39475e+06	0.754991
tvm	llvm	3	spike_rv32	tvmaot	aww	2048	NHWC	TVM	Fallback	RV32GCV	0	Loop+SLP	ROM code	64338	74200	1.15328
tvm	llvm	3	spike_rv32	tvmaot	aww	2048	NHWC	TVM	Fallback	RV32GCV	0	Loop+SLP	Run Cycles	730862	2.13998e+07	29.2802
tvm	llvm	3	spike_rv32	tvmaot	aww	2048	NHWC	muRISCV-NN	Scalar	RV32GCV	0	Loop+SLP	ROM code	63892	60946	0.953891
tvm	llvm	3	spike_rv32	tvmaot	aww	2048	NHWC	muRISCV-NN	Scalar	RV32GCV	0	Loop+SLP	Run Cycles	1.31925e+07	1.31955e+07	1.00022
tvm	llvm	3	spike_rv32	tvmaot	aww	2048	NHWC	muRISCV-NN	Vector	RV32GCV	0	-	ROM code	58692	55744	0.949772
tvm	llvm	3	spike_rv32	tvmaot	aww	2048	NHWC	muRISCV-NN	Vector	RV32GCV	0	-	Run Cycles	3.37896e+06	3.37881e+06	0.999955
tvm	llvm	3	spike_rv32	tvmaot	aww	2048	NHWC	muRISCV-NN	Vector (Portable)	RV32GCV	0	Loop+SLP	ROM code	64340	61438	0.954896
tvm	llvm	3	spike_rv32	tvmaot	aww	2048	NHWC	muRISCV-NN	Vector (Portable)	RV32GCV	0	Loop+SLP	Run Cycles	1.36326e+07	1.39395e+07	1.02251
tvm	llvm	3	spike_rv32	tvmaot	aww	4096	NCHW	TVM	Fallback	RV32GCV	0	Loop+SLP	ROM code	73440	67730	0.922249
tvm	llvm	3	spike_rv32	tvmaot	aww	4096	NCHW	TVM	Fallback	RV32GCV	0	Loop+SLP	Run Cycles	8.50335e+06	6.40491e+06	0.753222
tvm	llvm	3	spike_rv32	tvmaot	aww	4096	NHWC	TVM	Fallback	RV32GCV	0	Loop+SLP	ROM code	64110	74200	1.15739
tvm	llvm	3	spike_rv32	tvmaot	aww	4096	NHWC	TVM	Fallback	RV32GCV	0	Loop+SLP	Run Cycles	730846	2.14032e+07	29.2855
tvm	llvm	3	spike_rv32	tvmaot	aww	4096	NHWC	muRISCV-NN	Scalar	RV32GCV	0	Loop+SLP	ROM code	63892	60946	0.953891
tvm	llvm	3	spike_rv32	tvmaot	aww	4096	NHWC	muRISCV-NN	Scalar	RV32GCV	0	Loop+SLP	Run Cycles	1.31857e+07	1.31887e+07	1.00023
tvm	llvm	3	spike_rv32	tvmaot	aww	4096	NHWC	muRISCV-NN	Vector	RV32GCV	0	-	ROM code	58692	55744	0.949772
tvm	llvm	3	spike_rv32	tvmaot	aww	4096	NHWC	muRISCV-NN	Vector	RV32GCV	0	-	Run Cycles	3.38235e+06	3.3822e+06	0.999955
tvm	llvm	3	spike_rv32	tvmaot	aww	4096	NHWC	muRISCV-NN	Vector (Portable)	RV32GCV	0	Loop+SLP	ROM code	64340	61438	0.954896
tvm	llvm	3	spike_rv32	tvmaot	aww	4096	NHWC	muRISCV-NN	Vector (Portable)	RV32GCV	0	Loop+SLP	Run Cycles	1.36292e+07	1.39395e+07	1.02277
tvm	llvm	3	spike_rv32	tvmaot	resnet	0	NCHW	TVM	Fallback	RV32GC	0	-	ROM code	72050	69220	0.960722
tvm	llvm	3	spike_rv32	tvmaot	resnet	0	NCHW	TVM	Fallback	RV32GC	0	-	Run Cycles	6.04734e+07	6.0478e+07	1.00008
tvm	llvm	3	spike_rv32	tvmaot	resnet	0	NHWC	TVM	Fallback	RV32GC	0	-	ROM code	67088	64258	0.957817
tvm	llvm	3	spike_rv32	tvmaot	resnet	0	NHWC	TVM	Fallback	RV32GC	0	-	Run Cycles	6.66452e+07	6.66447e+07	0.999992
tvm	llvm	3	spike_rv32	tvmaot	resnet	0	NHWC	muRISCV-NN	Scalar	RV32GC	0	-	ROM code	53282	50452	0.946886
tvm	llvm	3	spike_rv32	tvmaot	resnet	0	NHWC	muRISCV-NN	Scalar	RV32GC	0	-	Run Cycles	5.62145e+07	5.62142e+07	0.999996
tvm	llvm	3	spike_rv32	tvmaot	resnet	0	NHWC	muRISCV-NN	Vector (Portable)	RV32GC	0	-	ROM code	52830	50002	0.94647
tvm	llvm	3	spike_rv32	tvmaot	resnet	0	NHWC	muRISCV-NN	Vector (Portable)	RV32GC	0	-	Run Cycles	7.22816e+07	7.22371e+07	0.999385
tvm	llvm	3	spike_rv32	tvmaot	resnet	128	NCHW	TVM	Fallback	RV32GCV	0	Loop+SLP	ROM code	141738	138906	0.980019
tvm	llvm	3	spike_rv32	tvmaot	resnet	128	NCHW	TVM	Fallback	RV32GCV	0	Loop+SLP	Run Cycles	1.15995e+08	1.16e+08	1.00004
tvm	llvm	3	spike_rv32	tvmaot	resnet	128	NHWC	TVM	Fallback	RV32GCV	0	Loop+SLP	ROM code	68828	65998	0.958883
tvm	llvm	3	spike_rv32	tvmaot	resnet	128	NHWC	TVM	Fallback	RV32GCV	0	Loop+SLP	Run Cycles	5.47569e+07	5.47512e+07	0.999896
tvm	llvm	3	spike_rv32	tvmaot	resnet	128	NHWC	muRISCV-NN	Scalar	RV32GCV	0	Loop+SLP	ROM code	61614	58758	0.953647
tvm	llvm	3	spike_rv32	tvmaot	resnet	128	NHWC	muRISCV-NN	Scalar	RV32GCV	0	Loop+SLP	Run Cycles	1.17858e+07	1.17907e+07	1.00041
tvm	llvm	3	spike_rv32	tvmaot	resnet	128	NHWC	muRISCV-NN	Vector	RV32GCV	0	-	ROM code	55502	52672	0.949011
tvm	llvm	3	spike_rv32	tvmaot	resnet	128	NHWC	muRISCV-NN	Vector	RV32GCV	0	-	Run Cycles	1.51587e+07	1.51585e+07	0.999983
tvm	llvm	3	spike_rv32	tvmaot	resnet	128	NHWC	muRISCV-NN	Vector (Portable)	RV32GCV	0	Loop+SLP	ROM code	60888	58032	0.953094
tvm	llvm	3	spike_rv32	tvmaot	resnet	128	NHWC	muRISCV-NN	Vector (Portable)	RV32GCV	0	Loop+SLP	Run Cycles	1.76075e+07	1.7563e+07	0.997473
tvm	llvm	3	spike_rv32	tvmaot	resnet	256	NCHW	TVM	Fallback	RV32GCV	0	Loop+SLP	ROM code	139412	138902	0.996342
tvm	llvm	3	spike_rv32	tvmaot	resnet	256	NCHW	TVM	Fallback	RV32GCV	0	Loop+SLP	Run Cycles	1.15507e+08	1.15961e+08	1.00394
tvm	llvm	3	spike_rv32	tvmaot	resnet	256	NHWC	TVM	Fallback	RV32GCV	0	Loop+SLP	ROM code	68692	65998	0.960781
tvm	llvm	3	spike_rv32	tvmaot	resnet	256	NHWC	TVM	Fallback	RV32GCV	0	Loop+SLP	Run Cycles	5.16114e+07	5.16253e+07	1.00027
tvm	llvm	3	spike_rv32	tvmaot	resnet	256	NHWC	muRISCV-NN	Scalar	RV32GCV	0	Loop+SLP	ROM code	61722	58758	0.951978
tvm	llvm	3	spike_rv32	tvmaot	resnet	256	NHWC	muRISCV-NN	Scalar	RV32GCV	0	Loop+SLP	Run Cycles	1.13648e+07	1.13374e+07	0.997594
tvm	llvm	3	spike_rv32	tvmaot	resnet	256	NHWC	muRISCV-NN	Vector	RV32GCV	0	-	ROM code	55630	52672	0.946827
tvm	llvm	3	spike_rv32	tvmaot	resnet	256	NHWC	muRISCV-NN	Vector	RV32GCV	0	-	Run Cycles	9.57556e+06	9.57526e+06	0.999969
tvm	llvm	3	spike_rv32	tvmaot	resnet	256	NHWC	muRISCV-NN	Vector (Portable)	RV32GCV	0	Loop+SLP	ROM code	60992	58032	0.951469
tvm	llvm	3	spike_rv32	tvmaot	resnet	256	NHWC	muRISCV-NN	Vector (Portable)	RV32GCV	0	Loop+SLP	Run Cycles	1.65751e+07	1.65306e+07	0.997314
tvm	llvm	3	spike_rv32	tvmaot	resnet	512	NCHW	TVM	Fallback	RV32GCV	0	Loop+SLP	ROM code	139712	138906	0.994231
tvm	llvm	3	spike_rv32	tvmaot	resnet	512	NCHW	TVM	Fallback	RV32GCV	0	Loop+SLP	Run Cycles	1.14958e+08	1.16343e+08	1.01205
tvm	llvm	3	spike_rv32	tvmaot	resnet	512	NHWC	TVM	Fallback	RV32GCV	0	Loop+SLP	ROM code	66256	66000	0.996136
tvm	llvm	3	spike_rv32	tvmaot	resnet	512	NHWC	TVM	Fallback	RV32GCV	0	Loop+SLP	Run Cycles	4.91922e+07	5.01494e+07	1.01946
tvm	llvm	3	spike_rv32	tvmaot	resnet	512	NHWC	muRISCV-NN	Scalar	RV32GCV	0	Loop+SLP	ROM code	61726	58758	0.951917
tvm	llvm	3	spike_rv32	tvmaot	resnet	512	NHWC	muRISCV-NN	Scalar	RV32GCV	0	Loop+SLP	Run Cycles	1.4211e+07	1.41836e+07	0.998076
tvm	llvm	3	spike_rv32	tvmaot	resnet	512	NHWC	muRISCV-NN	Vector	RV32GCV	0	-	ROM code	55630	52672	0.946827
tvm	llvm	3	spike_rv32	tvmaot	resnet	512	NHWC	muRISCV-NN	Vector	RV32GCV	0	-	Run Cycles	7.02972e+06	7.02942e+06	0.999957
tvm	llvm	3	spike_rv32	tvmaot	resnet	512	NHWC	muRISCV-NN	Vector (Portable)	RV32GCV	0	Loop+SLP	ROM code	61000	58032	0.951344
tvm	llvm	3	spike_rv32	tvmaot	resnet	512	NHWC	muRISCV-NN	Vector (Portable)	RV32GCV	0	Loop+SLP	Run Cycles	1.73324e+07	1.72879e+07	0.997431
tvm	llvm	3	spike_rv32	tvmaot	resnet	1024	NCHW	TVM	Fallback	RV32GCV	0	Loop+SLP	ROM code	138838	138902	1.00046
tvm	llvm	3	spike_rv32	tvmaot	resnet	1024	NCHW	TVM	Fallback	RV32GCV	0	Loop+SLP	Run Cycles	1.1456e+08	1.16353e+08	1.01566
tvm	llvm	3	spike_rv32	tvmaot	resnet	1024	NHWC	TVM	Fallback	RV32GCV	0	Loop+SLP	ROM code	64792	65998	1.01861
tvm	llvm	3	spike_rv32	tvmaot	resnet	1024	NHWC	TVM	Fallback	RV32GCV	0	Loop+SLP	Run Cycles	4.79904e+07	7.51152e+07	1.56521
tvm	llvm	3	spike_rv32	tvmaot	resnet	1024	NHWC	muRISCV-NN	Scalar	RV32GCV	0	Loop+SLP	ROM code	61726	58758	0.951917
tvm	llvm	3	spike_rv32	tvmaot	resnet	1024	NHWC	muRISCV-NN	Scalar	RV32GCV	0	Loop+SLP	Run Cycles	1.56999e+07	1.56725e+07	0.998258
tvm	llvm	3	spike_rv32	tvmaot	resnet	1024	NHWC	muRISCV-NN	Vector	RV32GCV	0	-	ROM code	55630	52672	0.946827
tvm	llvm	3	spike_rv32	tvmaot	resnet	1024	NHWC	muRISCV-NN	Vector	RV32GCV	0	-	Run Cycles	5.78759e+06	5.78729e+06	0.999948
tvm	llvm	3	spike_rv32	tvmaot	resnet	1024	NHWC	muRISCV-NN	Vector (Portable)	RV32GCV	0	Loop+SLP	ROM code	61000	58032	0.951344
tvm	llvm	3	spike_rv32	tvmaot	resnet	1024	NHWC	muRISCV-NN	Vector (Portable)	RV32GCV	0	Loop+SLP	Run Cycles	1.70492e+07	1.70047e+07	0.997388
tvm	llvm	3	spike_rv32	tvmaot	resnet	2048	NCHW	TVM	Fallback	RV32GCV	0	Loop+SLP	ROM code	138230	138902	1.00486
tvm	llvm	3	spike_rv32	tvmaot	resnet	2048	NCHW	TVM	Fallback	RV32GCV	0	Loop+SLP	Run Cycles	1.15472e+08	1.16372e+08	1.00779
tvm	llvm	3	spike_rv32	tvmaot	resnet	2048	NHWC	TVM	Fallback	RV32GCV	0	Loop+SLP	ROM code	64568	65998	1.02215
tvm	llvm	3	spike_rv32	tvmaot	resnet	2048	NHWC	TVM	Fallback	RV32GCV	0	Loop+SLP	Run Cycles	4.77528e+07	9.1728e+07	1.92089
tvm	llvm	3	spike_rv32	tvmaot	resnet	2048	NHWC	muRISCV-NN	Scalar	RV32GCV	0	Loop+SLP	ROM code	61726	58758	0.951917
tvm	llvm	3	spike_rv32	tvmaot	resnet	2048	NHWC	muRISCV-NN	Scalar	RV32GCV	0	Loop+SLP	Run Cycles	1.63772e+07	1.63498e+07	0.99833
tvm	llvm	3	spike_rv32	tvmaot	resnet	2048	NHWC	muRISCV-NN	Vector	RV32GCV	0	-	ROM code	55630	52672	0.946827
tvm	llvm	3	spike_rv32	tvmaot	resnet	2048	NHWC	muRISCV-NN	Vector	RV32GCV	0	-	Run Cycles	4.86272e+06	4.86241e+06	0.999938
tvm	llvm	3	spike_rv32	tvmaot	resnet	2048	NHWC	muRISCV-NN	Vector (Portable)	RV32GCV	0	Loop+SLP	ROM code	61000	58032	0.951344
tvm	llvm	3	spike_rv32	tvmaot	resnet	2048	NHWC	muRISCV-NN	Vector (Portable)	RV32GCV	0	Loop+SLP	Run Cycles	1.65817e+07	1.65372e+07	0.997314
tvm	llvm	3	spike_rv32	tvmaot	resnet	4096	NCHW	TVM	Fallback	RV32GCV	0	Loop+SLP	ROM code	138098	138906	1.00585
tvm	llvm	3	spike_rv32	tvmaot	resnet	4096	NCHW	TVM	Fallback	RV32GCV	0	Loop+SLP	Run Cycles	1.16695e+08	1.16405e+08	0.997516
tvm	llvm	3	spike_rv32	tvmaot	resnet	4096	NHWC	TVM	Fallback	RV32GCV	0	Loop+SLP	ROM code	64232	66004	1.02759
tvm	llvm	3	spike_rv32	tvmaot	resnet	4096	NHWC	TVM	Fallback	RV32GCV	0	Loop+SLP	Run Cycles	4.77561e+07	9.1745e+07	1.92112
tvm	llvm	3	spike_rv32	tvmaot	resnet	4096	NHWC	muRISCV-NN	Scalar	RV32GCV	0	Loop+SLP	ROM code	61726	58758	0.951917
tvm	llvm	3	spike_rv32	tvmaot	resnet	4096	NHWC	muRISCV-NN	Scalar	RV32GCV	0	Loop+SLP	Run Cycles	3.55698e+07	3.55424e+07	0.999231
tvm	llvm	3	spike_rv32	tvmaot	resnet	4096	NHWC	muRISCV-NN	Vector	RV32GCV	0	-	ROM code	55630	52672	0.946827
tvm	llvm	3	spike_rv32	tvmaot	resnet	4096	NHWC	muRISCV-NN	Vector	RV32GCV	0	-	Run Cycles	4.61702e+06	4.61671e+06	0.999934
tvm	llvm	3	spike_rv32	tvmaot	resnet	4096	NHWC	muRISCV-NN	Vector (Portable)	RV32GCV	0	Loop+SLP	ROM code	61000	58032	0.951344
tvm	llvm	3	spike_rv32	tvmaot	resnet	4096	NHWC	muRISCV-NN	Vector (Portable)	RV32GCV	0	Loop+SLP	Run Cycles	4.33647e+07	4.33202e+07	0.998973
tvm	llvm	3	spike_rv32	tvmaot	toycar	0	NCHW	TVM	Fallback	RV32GC	0	-	ROM code	54202	51372	0.947788
tvm	llvm	3	spike_rv32	tvmaot	toycar	0	NCHW	TVM	Fallback	RV32GC	0	-	Run Cycles	1.63705e+06	1.64061e+06	1.00218
tvm	llvm	3	spike_rv32	tvmaot	toycar	0	NHWC	TVM	Fallback	RV32GC	0	-	ROM code	54202	51372	0.947788
tvm	llvm	3	spike_rv32	tvmaot	toycar	0	NHWC	TVM	Fallback	RV32GC	0	-	Run Cycles	1.63705e+06	1.64061e+06	1.00218
tvm	llvm	3	spike_rv32	tvmaot	toycar	0	NHWC	muRISCV-NN	Scalar	RV32GC	0	-	ROM code	43832	41000	0.93539
tvm	llvm	3	spike_rv32	tvmaot	toycar	0	NHWC	muRISCV-NN	Scalar	RV32GC	0	-	Run Cycles	1.71761e+06	1.71683e+06	0.999546
tvm	llvm	3	spike_rv32	tvmaot	toycar	0	NHWC	muRISCV-NN	Vector (Portable)	RV32GC	0	-	ROM code	43832	41000	0.93539
tvm	llvm	3	spike_rv32	tvmaot	toycar	0	NHWC	muRISCV-NN	Vector (Portable)	RV32GC	0	-	Run Cycles	1.71761e+06	1.71683e+06	0.999546
tvm	llvm	3	spike_rv32	tvmaot	toycar	128	NCHW	TVM	Fallback	RV32GCV	0	Loop+SLP	ROM code	55218	52388	0.948749
tvm	llvm	3	spike_rv32	tvmaot	toycar	128	NCHW	TVM	Fallback	RV32GCV	0	Loop+SLP	Run Cycles	835753	834169	0.998105
tvm	llvm	3	spike_rv32	tvmaot	toycar	128	NHWC	TVM	Fallback	RV32GCV	0	Loop+SLP	ROM code	55218	52388	0.948749
tvm	llvm	3	spike_rv32	tvmaot	toycar	128	NHWC	TVM	Fallback	RV32GCV	0	Loop+SLP	Run Cycles	835753	834169	0.998105
tvm	llvm	3	spike_rv32	tvmaot	toycar	128	NHWC	muRISCV-NN	Scalar	RV32GCV	0	Loop+SLP	ROM code	44800	41968	0.936786
tvm	llvm	3	spike_rv32	tvmaot	toycar	128	NHWC	muRISCV-NN	Scalar	RV32GCV	0	Loop+SLP	Run Cycles	584816	578890	0.989867
tvm	llvm	3	spike_rv32	tvmaot	toycar	128	NHWC	muRISCV-NN	Vector	RV32GCV	0	-	ROM code	45010	42178	0.937081
tvm	llvm	3	spike_rv32	tvmaot	toycar	128	NHWC	muRISCV-NN	Vector	RV32GCV	0	-	Run Cycles	616427	615647	0.998735
tvm	llvm	3	spike_rv32	tvmaot	toycar	128	NHWC	muRISCV-NN	Vector (Portable)	RV32GCV	0	Loop+SLP	ROM code	44800	41968	0.936786
tvm	llvm	3	spike_rv32	tvmaot	toycar	128	NHWC	muRISCV-NN	Vector (Portable)	RV32GCV	0	Loop+SLP	Run Cycles	584816	578890	0.989867
tvm	llvm	3	spike_rv32	tvmaot	toycar	256	NCHW	TVM	Fallback	RV32GCV	0	Loop+SLP	ROM code	55040	52388	0.951817
tvm	llvm	3	spike_rv32	tvmaot	toycar	256	NCHW	TVM	Fallback	RV32GCV	0	Loop+SLP	Run Cycles	776318	775542	0.999
tvm	llvm	3	spike_rv32	tvmaot	toycar	256	NHWC	TVM	Fallback	RV32GCV	0	Loop+SLP	ROM code	55040	52388	0.951817
tvm	llvm	3	spike_rv32	tvmaot	toycar	256	NHWC	TVM	Fallback	RV32GCV	0	Loop+SLP	Run Cycles	776318	775542	0.999
tvm	llvm	3	spike_rv32	tvmaot	toycar	256	NHWC	muRISCV-NN	Scalar	RV32GCV	0	Loop+SLP	ROM code	44728	41968	0.938294
tvm	llvm	3	spike_rv32	tvmaot	toycar	256	NHWC	muRISCV-NN	Scalar	RV32GCV	0	Loop+SLP	Run Cycles	497567	492725	0.990269
tvm	llvm	3	spike_rv32	tvmaot	toycar	256	NHWC	muRISCV-NN	Vector	RV32GCV	0	-	ROM code	44974	42178	0.937831
tvm	llvm	3	spike_rv32	tvmaot	toycar	256	NHWC	muRISCV-NN	Vector	RV32GCV	0	-	Run Cycles	499738	498967	0.998457
tvm	llvm	3	spike_rv32	tvmaot	toycar	256	NHWC	muRISCV-NN	Vector (Portable)	RV32GCV	0	Loop+SLP	ROM code	44728	41968	0.938294
tvm	llvm	3	spike_rv32	tvmaot	toycar	256	NHWC	muRISCV-NN	Vector (Portable)	RV32GCV	0	Loop+SLP	Run Cycles	497567	492725	0.990269
tvm	llvm	3	spike_rv32	tvmaot	toycar	512	NCHW	TVM	Fallback	RV32GCV	0	Loop+SLP	ROM code	55062	52388	0.951437
tvm	llvm	3	spike_rv32	tvmaot	toycar	512	NCHW	TVM	Fallback	RV32GCV	0	Loop+SLP	Run Cycles	954212	759687	0.796141
tvm	llvm	3	spike_rv32	tvmaot	toycar	512	NHWC	TVM	Fallback	RV32GCV	0	Loop+SLP	ROM code	55062	52388	0.951437
tvm	llvm	3	spike_rv32	tvmaot	toycar	512	NHWC	TVM	Fallback	RV32GCV	0	Loop+SLP	Run Cycles	954212	759687	0.796141
tvm	llvm	3	spike_rv32	tvmaot	toycar	512	NHWC	muRISCV-NN	Scalar	RV32GCV	0	Loop+SLP	ROM code	44728	41968	0.938294
tvm	llvm	3	spike_rv32	tvmaot	toycar	512	NHWC	muRISCV-NN	Scalar	RV32GCV	0	Loop+SLP	Run Cycles	452351	447509	0.989296
tvm	llvm	3	spike_rv32	tvmaot	toycar	512	NHWC	muRISCV-NN	Vector	RV32GCV	0	-	ROM code	44974	42178	0.937831
tvm	llvm	3	spike_rv32	tvmaot	toycar	512	NHWC	muRISCV-NN	Vector	RV32GCV	0	-	Run Cycles	441398	440627	0.998253
tvm	llvm	3	spike_rv32	tvmaot	toycar	512	NHWC	muRISCV-NN	Vector (Portable)	RV32GCV	0	Loop+SLP	ROM code	44728	41968	0.938294
tvm	llvm	3	spike_rv32	tvmaot	toycar	512	NHWC	muRISCV-NN	Vector (Portable)	RV32GCV	0	Loop+SLP	Run Cycles	452351	447509	0.989296
tvm	llvm	3	spike_rv32	tvmaot	toycar	1024	NCHW	TVM	Fallback	RV32GCV	0	Loop+SLP	ROM code	54884	52388	0.954522
tvm	llvm	3	spike_rv32	tvmaot	toycar	1024	NCHW	TVM	Fallback	RV32GCV	0	Loop+SLP	Run Cycles	840710	748650	0.890497
tvm	llvm	3	spike_rv32	tvmaot	toycar	1024	NHWC	TVM	Fallback	RV32GCV	0	Loop+SLP	ROM code	54884	52388	0.954522
tvm	llvm	3	spike_rv32	tvmaot	toycar	1024	NHWC	TVM	Fallback	RV32GCV	0	Loop+SLP	Run Cycles	840710	748650	0.890497
tvm	llvm	3	spike_rv32	tvmaot	toycar	1024	NHWC	muRISCV-NN	Scalar	RV32GCV	0	Loop+SLP	ROM code	44728	41968	0.938294
tvm	llvm	3	spike_rv32	tvmaot	toycar	1024	NHWC	muRISCV-NN	Scalar	RV32GCV	0	Loop+SLP	Run Cycles	429743	424901	0.988733
tvm	llvm	3	spike_rv32	tvmaot	toycar	1024	NHWC	muRISCV-NN	Vector	RV32GCV	0	-	ROM code	44974	42178	0.937831
tvm	llvm	3	spike_rv32	tvmaot	toycar	1024	NHWC	muRISCV-NN	Vector	RV32GCV	0	-	Run Cycles	412552	411781	0.998131
tvm	llvm	3	spike_rv32	tvmaot	toycar	1024	NHWC	muRISCV-NN	Vector (Portable)	RV32GCV	0	Loop+SLP	ROM code	44728	41968	0.938294
tvm	llvm	3	spike_rv32	tvmaot	toycar	1024	NHWC	muRISCV-NN	Vector (Portable)	RV32GCV	0	Loop+SLP	Run Cycles	429743	424901	0.988733
tvm	llvm	3	spike_rv32	tvmaot	toycar	2048	NCHW	TVM	Fallback	RV32GCV	0	Loop+SLP	ROM code	63726	52388	0.822082
tvm	llvm	3	spike_rv32	tvmaot	toycar	2048	NCHW	TVM	Fallback	RV32GCV	0	Loop+SLP	Run Cycles	817799	748215	0.914913
tvm	llvm	3	spike_rv32	tvmaot	toycar	2048	NHWC	TVM	Fallback	RV32GCV	0	Loop+SLP	ROM code	63726	52388	0.822082
tvm	llvm	3	spike_rv32	tvmaot	toycar	2048	NHWC	TVM	Fallback	RV32GCV	0	Loop+SLP	Run Cycles	817799	748215	0.914913
tvm	llvm	3	spike_rv32	tvmaot	toycar	2048	NHWC	muRISCV-NN	Scalar	RV32GCV	0	Loop+SLP	ROM code	44728	41968	0.938294
tvm	llvm	3	spike_rv32	tvmaot	toycar	2048	NHWC	muRISCV-NN	Scalar	RV32GCV	0	Loop+SLP	Run Cycles	418439	413597	0.988428
tvm	llvm	3	spike_rv32	tvmaot	toycar	2048	NHWC	muRISCV-NN	Vector	RV32GCV	0	-	ROM code	44974	42178	0.937831
tvm	llvm	3	spike_rv32	tvmaot	toycar	2048	NHWC	muRISCV-NN	Vector	RV32GCV	0	-	Run Cycles	408921	408150	0.998115
tvm	llvm	3	spike_rv32	tvmaot	toycar	2048	NHWC	muRISCV-NN	Vector (Portable)	RV32GCV	0	Loop+SLP	ROM code	44728	41968	0.938294
tvm	llvm	3	spike_rv32	tvmaot	toycar	2048	NHWC	muRISCV-NN	Vector (Portable)	RV32GCV	0	Loop+SLP	Run Cycles	418439	413597	0.988428
tvm	llvm	3	spike_rv32	tvmaot	toycar	4096	NCHW	TVM	Fallback	RV32GCV	0	Loop+SLP	ROM code	55580	52388	0.942569
tvm	llvm	3	spike_rv32	tvmaot	toycar	4096	NCHW	TVM	Fallback	RV32GCV	0	Loop+SLP	Run Cycles	774304	1.44495e+06	1.86613
tvm	llvm	3	spike_rv32	tvmaot	toycar	4096	NHWC	TVM	Fallback	RV32GCV	0	Loop+SLP	ROM code	55580	52388	0.942569
tvm	llvm	3	spike_rv32	tvmaot	toycar	4096	NHWC	TVM	Fallback	RV32GCV	0	Loop+SLP	Run Cycles	774304	1.44495e+06	1.86613
tvm	llvm	3	spike_rv32	tvmaot	toycar	4096	NHWC	muRISCV-NN	Scalar	RV32GCV	0	Loop+SLP	ROM code	44728	41968	0.938294
tvm	llvm	3	spike_rv32	tvmaot	toycar	4096	NHWC	muRISCV-NN	Scalar	RV32GCV	0	Loop+SLP	Run Cycles	1.35538e+06	1.35054e+06	0.996428
tvm	llvm	3	spike_rv32	tvmaot	toycar	4096	NHWC	muRISCV-NN	Vector	RV32GCV	0	-	ROM code	44974	42178	0.937831
tvm	llvm	3	spike_rv32	tvmaot	toycar	4096	NHWC	muRISCV-NN	Vector	RV32GCV	0	-	Run Cycles	407065	406294	0.998106
tvm	llvm	3	spike_rv32	tvmaot	toycar	4096	NHWC	muRISCV-NN	Vector (Portable)	RV32GCV	0	Loop+SLP	ROM code	44728	41968	0.938294
tvm	llvm	3	spike_rv32	tvmaot	toycar	4096	NHWC	muRISCV-NN	Vector (Portable)	RV32GCV	0	Loop+SLP	Run Cycles	1.35538e+06	1.35054e+06	0.996428
tvm	llvm	3	spike_rv32	tvmaot	vww	0	NCHW	TVM	Fallback	RV32GC	0	-	ROM code	138100	135268	0.979493
tvm	llvm	3	spike_rv32	tvmaot	vww	0	NCHW	TVM	Fallback	RV32GC	0	-	Run Cycles	3.84993e+07	3.84925e+07	0.999825
tvm	llvm	3	spike_rv32	tvmaot	vww	0	NHWC	TVM	Fallback	RV32GC	0	-	ROM code	112700	109868	0.974871
tvm	llvm	3	spike_rv32	tvmaot	vww	0	NHWC	TVM	Fallback	RV32GC	0	-	Run Cycles	5.57802e+07	5.57838e+07	1.00006
tvm	llvm	3	spike_rv32	tvmaot	vww	0	NHWC	muRISCV-NN	Scalar	RV32GC	0	-	ROM code	59512	56654	0.951976
tvm	llvm	3	spike_rv32	tvmaot	vww	0	NHWC	muRISCV-NN	Scalar	RV32GC	0	-	Run Cycles	4.53068e+07	4.53112e+07	1.0001
tvm	llvm	3	spike_rv32	tvmaot	vww	0	NHWC	muRISCV-NN	Vector (Portable)	RV32GC	0	-	ROM code	59366	56512	0.951925
tvm	llvm	3	spike_rv32	tvmaot	vww	0	NHWC	muRISCV-NN	Vector (Portable)	RV32GC	0	-	Run Cycles	4.49383e+07	4.48777e+07	0.998651
tvm	llvm	3	spike_rv32	tvmaot	vww	128	NCHW	TVM	Fallback	RV32GCV	0	Loop+SLP	ROM code	290358	287534	0.990274
tvm	llvm	3	spike_rv32	tvmaot	vww	128	NCHW	TVM	Fallback	RV32GCV	0	Loop+SLP	Run Cycles	7.24584e+07	7.24512e+07	0.999901
tvm	llvm	3	spike_rv32	tvmaot	vww	128	NHWC	TVM	Fallback	RV32GCV	0	Loop+SLP	ROM code	172334	169506	0.98359
tvm	llvm	3	spike_rv32	tvmaot	vww	128	NHWC	TVM	Fallback	RV32GCV	0	Loop+SLP	Run Cycles	1.20775e+07	1.20758e+07	0.999859
tvm	llvm	3	spike_rv32	tvmaot	vww	128	NHWC	muRISCV-NN	Scalar	RV32GCV	0	Loop+SLP	ROM code	67538	64712	0.958157
tvm	llvm	3	spike_rv32	tvmaot	vww	128	NHWC	muRISCV-NN	Scalar	RV32GCV	0	Loop+SLP	Run Cycles	1.75635e+07	1.75678e+07	1.00025
tvm	llvm	3	spike_rv32	tvmaot	vww	128	NHWC	muRISCV-NN	Vector	RV32GCV	0	-	ROM code	62356	59528	0.954647
tvm	llvm	3	spike_rv32	tvmaot	vww	128	NHWC	muRISCV-NN	Vector	RV32GCV	0	-	Run Cycles	1.33578e+07	1.3357e+07	0.99994
tvm	llvm	3	spike_rv32	tvmaot	vww	128	NHWC	muRISCV-NN	Vector (Portable)	RV32GCV	0	Loop+SLP	ROM code	68168	65338	0.958485
tvm	llvm	3	spike_rv32	tvmaot	vww	128	NHWC	muRISCV-NN	Vector (Portable)	RV32GCV	0	Loop+SLP	Run Cycles	2.03824e+07	2.03166e+07	0.996772
tvm	llvm	3	spike_rv32	tvmaot	vww	256	NCHW	TVM	Fallback	RV32GCV	0	Loop+SLP	ROM code	291224	287530	0.987316
tvm	llvm	3	spike_rv32	tvmaot	vww	256	NCHW	TVM	Fallback	RV32GCV	0	Loop+SLP	Run Cycles	7.19348e+07	7.23953e+07	1.0064
tvm	llvm	3	spike_rv32	tvmaot	vww	256	NHWC	TVM	Fallback	RV32GCV	0	Loop+SLP	ROM code	172664	169506	0.98171
tvm	llvm	3	spike_rv32	tvmaot	vww	256	NHWC	TVM	Fallback	RV32GCV	0	Loop+SLP	Run Cycles	8.1769e+06	8.62176e+06	1.0544
tvm	llvm	3	spike_rv32	tvmaot	vww	256	NHWC	muRISCV-NN	Scalar	RV32GCV	0	Loop+SLP	ROM code	67606	64712	0.957193
tvm	llvm	3	spike_rv32	tvmaot	vww	256	NHWC	muRISCV-NN	Scalar	RV32GCV	0	Loop+SLP	Run Cycles	1.71354e+07	1.71193e+07	0.999058
tvm	llvm	3	spike_rv32	tvmaot	vww	256	NHWC	muRISCV-NN	Vector	RV32GCV	0	-	ROM code	62466	59530	0.952998
tvm	llvm	3	spike_rv32	tvmaot	vww	256	NHWC	muRISCV-NN	Vector	RV32GCV	0	-	Run Cycles	1.00369e+07	1.0036e+07	0.999917
tvm	llvm	3	spike_rv32	tvmaot	vww	256	NHWC	muRISCV-NN	Vector (Portable)	RV32GCV	0	Loop+SLP	ROM code	68200	65336	0.958006
tvm	llvm	3	spike_rv32	tvmaot	vww	256	NHWC	muRISCV-NN	Vector (Portable)	RV32GCV	0	Loop+SLP	Run Cycles	1.9256e+07	2.00313e+07	1.04026
tvm	llvm	3	spike_rv32	tvmaot	vww	512	NCHW	TVM	Fallback	RV32GCV	0	Loop+SLP	ROM code	296474	287532	0.969839
tvm	llvm	3	spike_rv32	tvmaot	vww	512	NCHW	TVM	Fallback	RV32GCV	0	Loop+SLP	Run Cycles	7.25112e+07	7.23987e+07	0.998448
tvm	llvm	3	spike_rv32	tvmaot	vww	512	NHWC	TVM	Fallback	RV32GCV	0	Loop+SLP	ROM code	168510	169502	1.00589
tvm	llvm	3	spike_rv32	tvmaot	vww	512	NHWC	TVM	Fallback	RV32GCV	0	Loop+SLP	Run Cycles	6.13685e+06	1.00648e+07	1.64006
tvm	llvm	3	spike_rv32	tvmaot	vww	512	NHWC	muRISCV-NN	Scalar	RV32GCV	0	Loop+SLP	ROM code	67614	64708	0.957021
tvm	llvm	3	spike_rv32	tvmaot	vww	512	NHWC	muRISCV-NN	Scalar	RV32GCV	0	Loop+SLP	Run Cycles	1.83081e+07	1.8292e+07	0.999118
tvm	llvm	3	spike_rv32	tvmaot	vww	512	NHWC	muRISCV-NN	Vector	RV32GCV	0	-	ROM code	62466	59528	0.952966
tvm	llvm	3	spike_rv32	tvmaot	vww	512	NHWC	muRISCV-NN	Vector	RV32GCV	0	-	Run Cycles	8.74545e+06	8.74462e+06	0.999905
tvm	llvm	3	spike_rv32	tvmaot	vww	512	NHWC	muRISCV-NN	Vector (Portable)	RV32GCV	0	Loop+SLP	ROM code	68214	65334	0.95778
tvm	llvm	3	spike_rv32	tvmaot	vww	512	NHWC	muRISCV-NN	Vector (Portable)	RV32GCV	0	Loop+SLP	Run Cycles	2.07674e+07	2.15428e+07	1.03733
tvm	llvm	3	spike_rv32	tvmaot	vww	1024	NCHW	TVM	Fallback	RV32GCV	0	Loop+SLP	ROM code	294242	287532	0.977196
tvm	llvm	3	spike_rv32	tvmaot	vww	1024	NCHW	TVM	Fallback	RV32GCV	0	Loop+SLP	Run Cycles	7.25391e+07	7.24088e+07	0.998204
tvm	llvm	3	spike_rv32	tvmaot	vww	1024	NHWC	TVM	Fallback	RV32GCV	0	Loop+SLP	ROM code	154362	169512	1.09815
tvm	llvm	3	spike_rv32	tvmaot	vww	1024	NHWC	TVM	Fallback	RV32GCV	0	Loop+SLP	Run Cycles	5.05082e+06	1.82335e+07	3.61
tvm	llvm	3	spike_rv32	tvmaot	vww	1024	NHWC	muRISCV-NN	Scalar	RV32GCV	0	Loop+SLP	ROM code	67614	64710	0.95705
tvm	llvm	3	spike_rv32	tvmaot	vww	1024	NHWC	muRISCV-NN	Scalar	RV32GCV	0	Loop+SLP	Run Cycles	2.14579e+07	2.14417e+07	0.999248
tvm	llvm	3	spike_rv32	tvmaot	vww	1024	NHWC	muRISCV-NN	Vector	RV32GCV	0	-	ROM code	62464	59530	0.953029
tvm	llvm	3	spike_rv32	tvmaot	vww	1024	NHWC	muRISCV-NN	Vector	RV32GCV	0	-	Run Cycles	8.24146e+06	8.24063e+06	0.999899
tvm	llvm	3	spike_rv32	tvmaot	vww	1024	NHWC	muRISCV-NN	Vector (Portable)	RV32GCV	0	Loop+SLP	ROM code	68212	65336	0.957837
tvm	llvm	3	spike_rv32	tvmaot	vww	1024	NHWC	muRISCV-NN	Vector (Portable)	RV32GCV	0	Loop+SLP	Run Cycles	2.39171e+07	2.46925e+07	1.03242
tvm	llvm	3	spike_rv32	tvmaot	vww	2048	NCHW	TVM	Fallback	RV32GCV	0	Loop+SLP	ROM code	294132	287532	0.977561
tvm	llvm	3	spike_rv32	tvmaot	vww	2048	NCHW	TVM	Fallback	RV32GCV	0	Loop+SLP	Run Cycles	7.26874e+07	7.24325e+07	0.996494
tvm	llvm	3	spike_rv32	tvmaot	vww	2048	NHWC	TVM	Fallback	RV32GCV	0	Loop+SLP	ROM code	144776	169516	1.17088
tvm	llvm	3	spike_rv32	tvmaot	vww	2048	NHWC	TVM	Fallback	RV32GCV	0	Loop+SLP	Run Cycles	4.53083e+06	2.72357e+07	6.01119
tvm	llvm	3	spike_rv32	tvmaot	vww	2048	NHWC	muRISCV-NN	Scalar	RV32GCV	0	Loop+SLP	ROM code	67614	64710	0.95705
tvm	llvm	3	spike_rv32	tvmaot	vww	2048	NHWC	muRISCV-NN	Scalar	RV32GCV	0	Loop+SLP	Run Cycles	2.49843e+07	2.49682e+07	0.999354
tvm	llvm	3	spike_rv32	tvmaot	vww	2048	NHWC	muRISCV-NN	Vector	RV32GCV	0	-	ROM code	62468	59530	0.952968
tvm	llvm	3	spike_rv32	tvmaot	vww	2048	NHWC	muRISCV-NN	Vector	RV32GCV	0	-	Run Cycles	8.19709e+06	8.19626e+06	0.999898
tvm	llvm	3	spike_rv32	tvmaot	vww	2048	NHWC	muRISCV-NN	Vector (Portable)	RV32GCV	0	Loop+SLP	ROM code	68198	65338	0.958063
tvm	llvm	3	spike_rv32	tvmaot	vww	2048	NHWC	muRISCV-NN	Vector (Portable)	RV32GCV	0	Loop+SLP	Run Cycles	2.74353e+07	2.82189e+07	1.02856
tvm	llvm	3	spike_rv32	tvmaot	vww	4096	NCHW	TVM	Fallback	RV32GCV	0	Loop+SLP	ROM code	292088	287530	0.984395
tvm	llvm	3	spike_rv32	tvmaot	vww	4096	NCHW	TVM	Fallback	RV32GCV	0	Loop+SLP	Run Cycles	7.19736e+07	7.248e+07	1.00704
tvm	llvm	3	spike_rv32	tvmaot	vww	4096	NHWC	TVM	Fallback	RV32GCV	0	Loop+SLP	ROM code	140010	169516	1.21074
tvm	llvm	3	spike_rv32	tvmaot	vww	4096	NHWC	TVM	Fallback	RV32GCV	0	Loop+SLP	Run Cycles	4.4812e+06	5.21303e+07	11.6331
tvm	llvm	3	spike_rv32	tvmaot	vww	4096	NHWC	muRISCV-NN	Scalar	RV32GCV	0	Loop+SLP	ROM code	67612	64712	0.957108
tvm	llvm	3	spike_rv32	tvmaot	vww	4096	NHWC	muRISCV-NN	Scalar	RV32GCV	0	Loop+SLP	Run Cycles	3.89333e+07	3.89171e+07	0.999585
tvm	llvm	3	spike_rv32	tvmaot	vww	4096	NHWC	muRISCV-NN	Vector	RV32GCV	0	-	ROM code	62464	59528	0.952997
tvm	llvm	3	spike_rv32	tvmaot	vww	4096	NHWC	muRISCV-NN	Vector	RV32GCV	0	-	Run Cycles	8.20048e+06	8.19965e+06	0.999898
tvm	llvm	3	spike_rv32	tvmaot	vww	4096	NHWC	muRISCV-NN	Vector (Portable)	RV32GCV	0	Loop+SLP	ROM code	68198	65338	0.958063
tvm	llvm	3	spike_rv32	tvmaot	vww	4096	NHWC	muRISCV-NN	Vector (Portable)	RV32GCV	0	Loop+SLP	Run Cycles	4.13876e+07	4.21747e+07	1.01902