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

Metrics:

• Run Cycles
• ROM code

Labels:

• B: Benchmarks-2024-11-26-TVM-LLVM-O3-spike_rv32_min (Baseline)
• C1: Benchmarks-2024-11-21-TVM-LLVM-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	llvm	3	spike_rv32_min	tvmaot	aww	0	NCHW	TVM	Fallback	RV32IM	0	-	ROM code	115156	111060	0.964431
tvm	llvm	3	spike_rv32_min	tvmaot	aww	0	NCHW	TVM	Fallback	RV32IM	0	-	Run Cycles	1.35011e+07	1.35009e+07	0.999986
tvm	llvm	3	spike_rv32_min	tvmaot	aww	0	NHWC	TVM	Fallback	RV32IM	0	-	ROM code	98448	94352	0.958394
tvm	llvm	3	spike_rv32_min	tvmaot	aww	0	NHWC	TVM	Fallback	RV32IM	0	-	Run Cycles	2.10409e+07	2.10408e+07	0.999993
tvm	llvm	3	spike_rv32_min	tvmaot	aww	0	NHWC	muRISCV-NN	Scalar	RV32IM	0	-	ROM code	89600	85504	0.954286
tvm	llvm	3	spike_rv32_min	tvmaot	aww	0	NHWC	muRISCV-NN	Scalar	RV32IM	0	-	Run Cycles	1.51804e+07	1.51803e+07	0.999991
tvm	llvm	3	spike_rv32_min	tvmaot	aww	0	NHWC	muRISCV-NN	Vector (Portable)	RV32IM	0	-	ROM code	89208	85112	0.954085
tvm	llvm	3	spike_rv32_min	tvmaot	aww	0	NHWC	muRISCV-NN	Vector (Portable)	RV32IM	0	-	Run Cycles	1.45224e+07	1.45337e+07	1.00078
tvm	llvm	3	spike_rv32_min	tvmaot	aww	128	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	108604	116100	1.06902
tvm	llvm	3	spike_rv32_min	tvmaot	aww	128	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	1.54277e+07	nan
tvm	llvm	3	spike_rv32_min	tvmaot	aww	128	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	121600	116672	0.959474
tvm	llvm	3	spike_rv32_min	tvmaot	aww	128	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	3.73118e+06	nan
tvm	llvm	3	spike_rv32_min	tvmaot	aww	128	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	ROM code	97460	92776	0.951939
tvm	llvm	3	spike_rv32_min	tvmaot	aww	128	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	5.72172e+06	nan
tvm	llvm	3	spike_rv32_min	tvmaot	aww	128	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	ROM code	91968	87396	0.950287
tvm	llvm	3	spike_rv32_min	tvmaot	aww	128	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	Run Cycles	5.10473e+06	5.10459e+06	0.999974
tvm	llvm	3	spike_rv32_min	tvmaot	aww	128	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	ROM code	98136	93400	0.95174
tvm	llvm	3	spike_rv32_min	tvmaot	aww	128	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	6.4965e+06	nan
tvm	llvm	3	spike_rv32_min	tvmaot	aww	256	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	109564	116100	1.05965
tvm	llvm	3	spike_rv32_min	tvmaot	aww	256	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	1.54279e+07	nan
tvm	llvm	3	spike_rv32_min	tvmaot	aww	256	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	121544	116672	0.959916
tvm	llvm	3	spike_rv32_min	tvmaot	aww	256	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	2.28137e+06	nan
tvm	llvm	3	spike_rv32_min	tvmaot	aww	256	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	ROM code	97556	92776	0.951002
tvm	llvm	3	spike_rv32_min	tvmaot	aww	256	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	5.14098e+06	nan
tvm	llvm	3	spike_rv32_min	tvmaot	aww	256	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	ROM code	92084	87396	0.94909
tvm	llvm	3	spike_rv32_min	tvmaot	aww	256	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	Run Cycles	3.97076e+06	3.97059e+06	0.999959
tvm	llvm	3	spike_rv32_min	tvmaot	aww	256	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	ROM code	98108	93400	0.952012
tvm	llvm	3	spike_rv32_min	tvmaot	aww	256	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	5.91576e+06	nan
tvm	llvm	3	spike_rv32_min	tvmaot	aww	512	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	110256	116100	1.053
tvm	llvm	3	spike_rv32_min	tvmaot	aww	512	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	1.54322e+07	nan
tvm	llvm	3	spike_rv32_min	tvmaot	aww	512	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	117552	116672	0.992514
tvm	llvm	3	spike_rv32_min	tvmaot	aww	512	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	1.55724e+06	nan
tvm	llvm	3	spike_rv32_min	tvmaot	aww	512	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	ROM code	97556	92776	0.951002
tvm	llvm	3	spike_rv32_min	tvmaot	aww	512	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	4.84899e+06	nan
tvm	llvm	3	spike_rv32_min	tvmaot	aww	512	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	ROM code	92084	87396	0.94909
tvm	llvm	3	spike_rv32_min	tvmaot	aww	512	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	Run Cycles	3.41249e+06	3.41232e+06	0.999952
tvm	llvm	3	spike_rv32_min	tvmaot	aww	512	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	ROM code	98108	93400	0.952012
tvm	llvm	3	spike_rv32_min	tvmaot	aww	512	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	5.62377e+06	nan
tvm	llvm	3	spike_rv32_min	tvmaot	aww	1024	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	112104	116100	1.03565
tvm	llvm	3	spike_rv32_min	tvmaot	aww	1024	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	1.54322e+07	nan
tvm	llvm	3	spike_rv32_min	tvmaot	aww	1024	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	102712	116672	1.13591
tvm	llvm	3	spike_rv32_min	tvmaot	aww	1024	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	1.70438e+06	nan
tvm	llvm	3	spike_rv32_min	tvmaot	aww	1024	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	ROM code	97556	92776	0.951002
tvm	llvm	3	spike_rv32_min	tvmaot	aww	1024	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	4.70977e+06	nan
tvm	llvm	3	spike_rv32_min	tvmaot	aww	1024	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	ROM code	92084	87396	0.94909
tvm	llvm	3	spike_rv32_min	tvmaot	aww	1024	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	Run Cycles	3.3715e+06	3.37134e+06	0.999951
tvm	llvm	3	spike_rv32_min	tvmaot	aww	1024	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	ROM code	98108	93400	0.952012
tvm	llvm	3	spike_rv32_min	tvmaot	aww	1024	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	5.48455e+06	nan
tvm	llvm	3	spike_rv32_min	tvmaot	aww	2048	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	111668	116100	1.03969
tvm	llvm	3	spike_rv32_min	tvmaot	aww	2048	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	1.54405e+07	nan
tvm	llvm	3	spike_rv32_min	tvmaot	aww	2048	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	102804	116672	1.1349
tvm	llvm	3	spike_rv32_min	tvmaot	aww	2048	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	2.1473e+07	nan
tvm	llvm	3	spike_rv32_min	tvmaot	aww	2048	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	ROM code	97556	92776	0.951002
tvm	llvm	3	spike_rv32_min	tvmaot	aww	2048	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	1.31791e+07	nan
tvm	llvm	3	spike_rv32_min	tvmaot	aww	2048	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	ROM code	92084	87396	0.94909
tvm	llvm	3	spike_rv32_min	tvmaot	aww	2048	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	Run Cycles	3.37192e+06	3.37473e+06	1.00083
tvm	llvm	3	spike_rv32_min	tvmaot	aww	2048	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	ROM code	98060	93400	0.952478
tvm	llvm	3	spike_rv32_min	tvmaot	aww	2048	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	1.39539e+07	nan
tvm	llvm	3	spike_rv32_min	tvmaot	aww	4096	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	112180	116100	1.03494
tvm	llvm	3	spike_rv32_min	tvmaot	aww	4096	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	1.54507e+07	nan
tvm	llvm	3	spike_rv32_min	tvmaot	aww	4096	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	102568	116672	1.13751
tvm	llvm	3	spike_rv32_min	tvmaot	aww	4096	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	2.14764e+07	nan
tvm	llvm	3	spike_rv32_min	tvmaot	aww	4096	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	ROM code	97556	92776	0.951002
tvm	llvm	3	spike_rv32_min	tvmaot	aww	4096	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	1.31723e+07	nan
tvm	llvm	3	spike_rv32_min	tvmaot	aww	4096	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	ROM code	92084	87396	0.94909
tvm	llvm	3	spike_rv32_min	tvmaot	aww	4096	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	Run Cycles	3.37225e+06	3.37812e+06	1.00174
tvm	llvm	3	spike_rv32_min	tvmaot	aww	4096	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	ROM code	98060	93400	0.952478
tvm	llvm	3	spike_rv32_min	tvmaot	aww	4096	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	1.39539e+07	nan
tvm	llvm	3	spike_rv32_min	tvmaot	resnet	0	NCHW	TVM	Fallback	RV32IM	0	-	ROM code	114084	109996	0.964167
tvm	llvm	3	spike_rv32_min	tvmaot	resnet	0	NCHW	TVM	Fallback	RV32IM	0	-	Run Cycles	6.10654e+07	6.10649e+07	0.999991
tvm	llvm	3	spike_rv32_min	tvmaot	resnet	0	NHWC	TVM	Fallback	RV32IM	0	-	ROM code	104068	99960	0.960526
tvm	llvm	3	spike_rv32_min	tvmaot	resnet	0	NHWC	TVM	Fallback	RV32IM	0	-	Run Cycles	6.66548e+07	6.66543e+07	0.999992
tvm	llvm	3	spike_rv32_min	tvmaot	resnet	0	NHWC	muRISCV-NN	Scalar	RV32IM	0	-	ROM code	84960	80864	0.951789
tvm	llvm	3	spike_rv32_min	tvmaot	resnet	0	NHWC	muRISCV-NN	Scalar	RV32IM	0	-	Run Cycles	5.61172e+07	5.61169e+07	0.999995
tvm	llvm	3	spike_rv32_min	tvmaot	resnet	0	NHWC	muRISCV-NN	Vector (Portable)	RV32IM	0	-	ROM code	84352	80256	0.951442
tvm	llvm	3	spike_rv32_min	tvmaot	resnet	0	NHWC	muRISCV-NN	Vector (Portable)	RV32IM	0	-	Run Cycles	7.23192e+07	7.22798e+07	0.999456
tvm	llvm	3	spike_rv32_min	tvmaot	resnet	128	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	187832	183576	0.977341
tvm	llvm	3	spike_rv32_min	tvmaot	resnet	128	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	1.13933e+08	nan
tvm	llvm	3	spike_rv32_min	tvmaot	resnet	128	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	108072	102496	0.948405
tvm	llvm	3	spike_rv32_min	tvmaot	resnet	128	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	5.45625e+07	5.45631e+07	1.00001
tvm	llvm	3	spike_rv32_min	tvmaot	resnet	128	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	ROM code	94304	89684	0.95101
tvm	llvm	3	spike_rv32_min	tvmaot	resnet	128	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	1.17952e+07	nan
tvm	llvm	3	spike_rv32_min	tvmaot	resnet	128	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	ROM code	87628	83040	0.947642
tvm	llvm	3	spike_rv32_min	tvmaot	resnet	128	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	Run Cycles	1.5167e+07	1.51617e+07	0.99965
tvm	llvm	3	spike_rv32_min	tvmaot	resnet	128	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	ROM code	93264	88624	0.950249
tvm	llvm	3	spike_rv32_min	tvmaot	resnet	128	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	1.74912e+07	nan
tvm	llvm	3	spike_rv32_min	tvmaot	resnet	256	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	185048	183568	0.992002
tvm	llvm	3	spike_rv32_min	tvmaot	resnet	256	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	1.13941e+08	nan
tvm	llvm	3	spike_rv32_min	tvmaot	resnet	256	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	108044	102492	0.948614
tvm	llvm	3	spike_rv32_min	tvmaot	resnet	256	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	5.14208e+07	5.14525e+07	1.00062
tvm	llvm	3	spike_rv32_min	tvmaot	resnet	256	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	ROM code	94416	89684	0.949881
tvm	llvm	3	spike_rv32_min	tvmaot	resnet	256	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	1.13223e+07	nan
tvm	llvm	3	spike_rv32_min	tvmaot	resnet	256	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	ROM code	87776	83040	0.946045
tvm	llvm	3	spike_rv32_min	tvmaot	resnet	256	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	Run Cycles	9.58433e+06	9.57891e+06	0.999434
tvm	llvm	3	spike_rv32_min	tvmaot	resnet	256	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	ROM code	93376	88624	0.949109
tvm	llvm	3	spike_rv32_min	tvmaot	resnet	256	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	1.64592e+07	nan
tvm	llvm	3	spike_rv32_min	tvmaot	resnet	512	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	185136	183576	0.991574
tvm	llvm	3	spike_rv32_min	tvmaot	resnet	512	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	1.14807e+08	nan
tvm	llvm	3	spike_rv32_min	tvmaot	resnet	512	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	104484	102496	0.980973
tvm	llvm	3	spike_rv32_min	tvmaot	resnet	512	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	4.99763e+07	nan
tvm	llvm	3	spike_rv32_min	tvmaot	resnet	512	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	ROM code	94416	89684	0.949881
tvm	llvm	3	spike_rv32_min	tvmaot	resnet	512	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	1.41783e+07	nan
tvm	llvm	3	spike_rv32_min	tvmaot	resnet	512	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	ROM code	87776	83040	0.946045
tvm	llvm	3	spike_rv32_min	tvmaot	resnet	512	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	Run Cycles	7.03874e+06	7.0333e+06	0.999226
tvm	llvm	3	spike_rv32_min	tvmaot	resnet	512	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	ROM code	93376	88624	0.949109
tvm	llvm	3	spike_rv32_min	tvmaot	resnet	512	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	1.72168e+07	nan
tvm	llvm	3	spike_rv32_min	tvmaot	resnet	1024	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	184176	183576	0.996742
tvm	llvm	3	spike_rv32_min	tvmaot	resnet	1024	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	1.14817e+08	nan
tvm	llvm	3	spike_rv32_min	tvmaot	resnet	1024	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	102404	102492	1.00086
tvm	llvm	3	spike_rv32_min	tvmaot	resnet	1024	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	7.49508e+07	nan
tvm	llvm	3	spike_rv32_min	tvmaot	resnet	1024	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	ROM code	94416	89684	0.949881
tvm	llvm	3	spike_rv32_min	tvmaot	resnet	1024	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	1.56689e+07	nan
tvm	llvm	3	spike_rv32_min	tvmaot	resnet	1024	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	ROM code	87776	83040	0.946045
tvm	llvm	3	spike_rv32_min	tvmaot	resnet	1024	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	Run Cycles	5.79668e+06	5.79128e+06	0.999068
tvm	llvm	3	spike_rv32_min	tvmaot	resnet	1024	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	ROM code	93376	88624	0.949109
tvm	llvm	3	spike_rv32_min	tvmaot	resnet	1024	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	1.69337e+07	nan
tvm	llvm	3	spike_rv32_min	tvmaot	resnet	2048	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	183840	183576	0.998564
tvm	llvm	3	spike_rv32_min	tvmaot	resnet	2048	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	1.14835e+08	nan
tvm	llvm	3	spike_rv32_min	tvmaot	resnet	2048	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	102132	102496	1.00356
tvm	llvm	3	spike_rv32_min	tvmaot	resnet	2048	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	9.15713e+07	nan
tvm	llvm	3	spike_rv32_min	tvmaot	resnet	2048	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	ROM code	94416	89684	0.949881
tvm	llvm	3	spike_rv32_min	tvmaot	resnet	2048	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	1.63462e+07	nan
tvm	llvm	3	spike_rv32_min	tvmaot	resnet	2048	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	ROM code	87776	83040	0.946045
tvm	llvm	3	spike_rv32_min	tvmaot	resnet	2048	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	Run Cycles	4.86889e+06	4.86646e+06	0.999501
tvm	llvm	3	spike_rv32_min	tvmaot	resnet	2048	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	ROM code	93376	88624	0.949109
tvm	llvm	3	spike_rv32_min	tvmaot	resnet	2048	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	1.64662e+07	nan
tvm	llvm	3	spike_rv32_min	tvmaot	resnet	4096	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	184096	183576	0.997175
tvm	llvm	3	spike_rv32_min	tvmaot	resnet	4096	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	1.14869e+08	nan
tvm	llvm	3	spike_rv32_min	tvmaot	resnet	4096	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	101740	102488	1.00735
tvm	llvm	3	spike_rv32_min	tvmaot	resnet	4096	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	9.15882e+07	nan
tvm	llvm	3	spike_rv32_min	tvmaot	resnet	4096	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	ROM code	94416	89684	0.949881
tvm	llvm	3	spike_rv32_min	tvmaot	resnet	4096	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	3.55593e+07	nan
tvm	llvm	3	spike_rv32_min	tvmaot	resnet	4096	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	ROM code	87776	83040	0.946045
tvm	llvm	3	spike_rv32_min	tvmaot	resnet	4096	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	Run Cycles	4.62014e+06	4.62078e+06	1.00014
tvm	llvm	3	spike_rv32_min	tvmaot	resnet	4096	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	ROM code	93376	88624	0.949109
tvm	llvm	3	spike_rv32_min	tvmaot	resnet	4096	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	4.32493e+07	nan
tvm	llvm	3	spike_rv32_min	tvmaot	toycar	0	NCHW	TVM	Fallback	RV32IM	0	-	ROM code	83340	79244	0.950852
tvm	llvm	3	spike_rv32_min	tvmaot	toycar	0	NCHW	TVM	Fallback	RV32IM	0	-	Run Cycles	1.64662e+06	1.64515e+06	0.999112
tvm	llvm	3	spike_rv32_min	tvmaot	toycar	0	NHWC	TVM	Fallback	RV32IM	0	-	ROM code	83340	79244	0.950852
tvm	llvm	3	spike_rv32_min	tvmaot	toycar	0	NHWC	TVM	Fallback	RV32IM	0	-	Run Cycles	1.64662e+06	1.64515e+06	0.999112
tvm	llvm	3	spike_rv32_min	tvmaot	toycar	0	NHWC	muRISCV-NN	Scalar	RV32IM	0	-	ROM code	71488	67392	0.942704
tvm	llvm	3	spike_rv32_min	tvmaot	toycar	0	NHWC	muRISCV-NN	Scalar	RV32IM	0	-	Run Cycles	1.71752e+06	1.7168e+06	0.999584
tvm	llvm	3	spike_rv32_min	tvmaot	toycar	0	NHWC	muRISCV-NN	Vector (Portable)	RV32IM	0	-	ROM code	71488	67392	0.942704
tvm	llvm	3	spike_rv32_min	tvmaot	toycar	0	NHWC	muRISCV-NN	Vector (Portable)	RV32IM	0	-	Run Cycles	1.71752e+06	1.7168e+06	0.999584
tvm	llvm	3	spike_rv32_min	tvmaot	toycar	128	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	85204	80008	0.939017
tvm	llvm	3	spike_rv32_min	tvmaot	toycar	128	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	840888	838334	0.996963
tvm	llvm	3	spike_rv32_min	tvmaot	toycar	128	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	85204	80008	0.939017
tvm	llvm	3	spike_rv32_min	tvmaot	toycar	128	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	840888	838334	0.996963
tvm	llvm	3	spike_rv32_min	tvmaot	toycar	128	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	ROM code	72800	68256	0.937582
tvm	llvm	3	spike_rv32_min	tvmaot	toycar	128	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	579233	nan
tvm	llvm	3	spike_rv32_min	tvmaot	toycar	128	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	ROM code	73124	68580	0.937859
tvm	llvm	3	spike_rv32_min	tvmaot	toycar	128	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	Run Cycles	620814	614904	0.99048
tvm	llvm	3	spike_rv32_min	tvmaot	toycar	128	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	ROM code	72800	68256	0.937582
tvm	llvm	3	spike_rv32_min	tvmaot	toycar	128	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	579233	nan
tvm	llvm	3	spike_rv32_min	tvmaot	toycar	256	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	84960	80008	0.941714
tvm	llvm	3	spike_rv32_min	tvmaot	toycar	256	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	781448	779707	0.997772
tvm	llvm	3	spike_rv32_min	tvmaot	toycar	256	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	84960	80008	0.941714
tvm	llvm	3	spike_rv32_min	tvmaot	toycar	256	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	781448	779707	0.997772
tvm	llvm	3	spike_rv32_min	tvmaot	toycar	256	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	ROM code	72712	68256	0.938717
tvm	llvm	3	spike_rv32_min	tvmaot	toycar	256	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	493043	nan
tvm	llvm	3	spike_rv32_min	tvmaot	toycar	256	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	ROM code	73088	68580	0.938321
tvm	llvm	3	spike_rv32_min	tvmaot	toycar	256	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	Run Cycles	504124	498224	0.988297
tvm	llvm	3	spike_rv32_min	tvmaot	toycar	256	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	ROM code	72712	68256	0.938717
tvm	llvm	3	spike_rv32_min	tvmaot	toycar	256	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	493043	nan
tvm	llvm	3	spike_rv32_min	tvmaot	toycar	512	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	84128	80008	0.951027
tvm	llvm	3	spike_rv32_min	tvmaot	toycar	512	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	760463	nan
tvm	llvm	3	spike_rv32_min	tvmaot	toycar	512	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	84128	80008	0.951027
tvm	llvm	3	spike_rv32_min	tvmaot	toycar	512	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	760463	nan
tvm	llvm	3	spike_rv32_min	tvmaot	toycar	512	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	ROM code	72712	68256	0.938717
tvm	llvm	3	spike_rv32_min	tvmaot	toycar	512	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	447827	nan
tvm	llvm	3	spike_rv32_min	tvmaot	toycar	512	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	ROM code	73088	68580	0.938321
tvm	llvm	3	spike_rv32_min	tvmaot	toycar	512	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	Run Cycles	445789	439884	0.986754
tvm	llvm	3	spike_rv32_min	tvmaot	toycar	512	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	ROM code	72712	68256	0.938717
tvm	llvm	3	spike_rv32_min	tvmaot	toycar	512	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	447827	nan
tvm	llvm	3	spike_rv32_min	tvmaot	toycar	1024	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	83848	80008	0.954203
tvm	llvm	3	spike_rv32_min	tvmaot	toycar	1024	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	746037	nan
tvm	llvm	3	spike_rv32_min	tvmaot	toycar	1024	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	83848	80008	0.954203
tvm	llvm	3	spike_rv32_min	tvmaot	toycar	1024	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	746037	nan
tvm	llvm	3	spike_rv32_min	tvmaot	toycar	1024	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	ROM code	72712	68256	0.938717
tvm	llvm	3	spike_rv32_min	tvmaot	toycar	1024	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	425219	nan
tvm	llvm	3	spike_rv32_min	tvmaot	toycar	1024	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	ROM code	73088	68580	0.938321
tvm	llvm	3	spike_rv32_min	tvmaot	toycar	1024	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	Run Cycles	416941	411038	0.985842
tvm	llvm	3	spike_rv32_min	tvmaot	toycar	1024	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	ROM code	72712	68256	0.938717
tvm	llvm	3	spike_rv32_min	tvmaot	toycar	1024	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	425219	nan
tvm	llvm	3	spike_rv32_min	tvmaot	toycar	2048	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	93548	80008	0.855261
tvm	llvm	3	spike_rv32_min	tvmaot	toycar	2048	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	738824	nan
tvm	llvm	3	spike_rv32_min	tvmaot	toycar	2048	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	93548	80008	0.855261
tvm	llvm	3	spike_rv32_min	tvmaot	toycar	2048	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	738824	nan
tvm	llvm	3	spike_rv32_min	tvmaot	toycar	2048	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	ROM code	72712	68256	0.938717
tvm	llvm	3	spike_rv32_min	tvmaot	toycar	2048	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	413915	nan
tvm	llvm	3	spike_rv32_min	tvmaot	toycar	2048	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	ROM code	73088	68580	0.938321
tvm	llvm	3	spike_rv32_min	tvmaot	toycar	2048	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	Run Cycles	413310	407407	0.985718
tvm	llvm	3	spike_rv32_min	tvmaot	toycar	2048	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	ROM code	72712	68256	0.938717
tvm	llvm	3	spike_rv32_min	tvmaot	toycar	2048	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	413915	nan
tvm	llvm	3	spike_rv32_min	tvmaot	toycar	4096	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	84556	80008	0.946213
tvm	llvm	3	spike_rv32_min	tvmaot	toycar	4096	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	1.42463e+06	nan
tvm	llvm	3	spike_rv32_min	tvmaot	toycar	4096	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	84556	80008	0.946213
tvm	llvm	3	spike_rv32_min	tvmaot	toycar	4096	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	1.42463e+06	nan
tvm	llvm	3	spike_rv32_min	tvmaot	toycar	4096	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	ROM code	72712	68256	0.938717
tvm	llvm	3	spike_rv32_min	tvmaot	toycar	4096	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	1.35058e+06	nan
tvm	llvm	3	spike_rv32_min	tvmaot	toycar	4096	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	ROM code	73088	68580	0.938321
tvm	llvm	3	spike_rv32_min	tvmaot	toycar	4096	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	Run Cycles	411455	405551	0.985651
tvm	llvm	3	spike_rv32_min	tvmaot	toycar	4096	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	ROM code	72712	68256	0.938717
tvm	llvm	3	spike_rv32_min	tvmaot	toycar	4096	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	1.35058e+06	nan
tvm	llvm	3	spike_rv32_min	tvmaot	vww	0	NCHW	TVM	Fallback	RV32IM	0	-	ROM code	200764	196672	0.979618
tvm	llvm	3	spike_rv32_min	tvmaot	vww	0	NCHW	TVM	Fallback	RV32IM	0	-	Run Cycles	4.2158e+07	4.21564e+07	0.999963
tvm	llvm	3	spike_rv32_min	tvmaot	vww	0	NHWC	TVM	Fallback	RV32IM	0	-	ROM code	166244	162152	0.975386
tvm	llvm	3	spike_rv32_min	tvmaot	vww	0	NHWC	TVM	Fallback	RV32IM	0	-	Run Cycles	5.57481e+07	5.57467e+07	0.999974
tvm	llvm	3	spike_rv32_min	tvmaot	vww	0	NHWC	muRISCV-NN	Scalar	RV32IM	0	-	ROM code	94844	90748	0.956813
tvm	llvm	3	spike_rv32_min	tvmaot	vww	0	NHWC	muRISCV-NN	Scalar	RV32IM	0	-	Run Cycles	4.52377e+07	4.52369e+07	0.999983
tvm	llvm	3	spike_rv32_min	tvmaot	vww	0	NHWC	muRISCV-NN	Vector (Portable)	RV32IM	0	-	ROM code	94648	90552	0.956724
tvm	llvm	3	spike_rv32_min	tvmaot	vww	0	NHWC	muRISCV-NN	Vector (Portable)	RV32IM	0	-	Run Cycles	4.48134e+07	4.47477e+07	0.998534
tvm	llvm	3	spike_rv32_min	tvmaot	vww	128	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	352000	363560	1.03284
tvm	llvm	3	spike_rv32_min	tvmaot	vww	128	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	7.35457e+07	nan
tvm	llvm	3	spike_rv32_min	tvmaot	vww	128	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	242728	239116	0.985119
tvm	llvm	3	spike_rv32_min	tvmaot	vww	128	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	1.21716e+07	nan
tvm	llvm	3	spike_rv32_min	tvmaot	vww	128	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	ROM code	102620	98096	0.955915
tvm	llvm	3	spike_rv32_min	tvmaot	vww	128	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	1.75634e+07	nan
tvm	llvm	3	spike_rv32_min	tvmaot	vww	128	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	ROM code	97440	92912	0.95353
tvm	llvm	3	spike_rv32_min	tvmaot	vww	128	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	Run Cycles	nan	1.33529e+07	nan
tvm	llvm	3	spike_rv32_min	tvmaot	vww	128	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	ROM code	103492	98916	0.955784
tvm	llvm	3	spike_rv32_min	tvmaot	vww	128	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	2.03358e+07	nan
tvm	llvm	3	spike_rv32_min	tvmaot	vww	256	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	352592	363560	1.03111
tvm	llvm	3	spike_rv32_min	tvmaot	vww	256	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	7.4134e+07	nan
tvm	llvm	3	spike_rv32_min	tvmaot	vww	256	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	242764	239116	0.984973
tvm	llvm	3	spike_rv32_min	tvmaot	vww	256	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	8.71315e+06	nan
tvm	llvm	3	spike_rv32_min	tvmaot	vww	256	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	ROM code	102664	98096	0.955505
tvm	llvm	3	spike_rv32_min	tvmaot	vww	256	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	1.71148e+07	nan
tvm	llvm	3	spike_rv32_min	tvmaot	vww	256	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	ROM code	97568	92912	0.952279
tvm	llvm	3	spike_rv32_min	tvmaot	vww	256	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	Run Cycles	nan	1.0032e+07	nan
tvm	llvm	3	spike_rv32_min	tvmaot	vww	256	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	ROM code	103408	98912	0.956522
tvm	llvm	3	spike_rv32_min	tvmaot	vww	256	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	2.00506e+07	nan
tvm	llvm	3	spike_rv32_min	tvmaot	vww	512	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	357556	363564	1.0168
tvm	llvm	3	spike_rv32_min	tvmaot	vww	512	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	7.57398e+07	nan
tvm	llvm	3	spike_rv32_min	tvmaot	vww	512	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	236680	239096	1.01021
tvm	llvm	3	spike_rv32_min	tvmaot	vww	512	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	1.01448e+07	nan
tvm	llvm	3	spike_rv32_min	tvmaot	vww	512	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	ROM code	102664	98096	0.955505
tvm	llvm	3	spike_rv32_min	tvmaot	vww	512	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	1.82968e+07	nan
tvm	llvm	3	spike_rv32_min	tvmaot	vww	512	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	ROM code	97568	92912	0.952279
tvm	llvm	3	spike_rv32_min	tvmaot	vww	512	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	Run Cycles	nan	8.74055e+06	nan
tvm	llvm	3	spike_rv32_min	tvmaot	vww	512	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	ROM code	103412	98916	0.956523
tvm	llvm	3	spike_rv32_min	tvmaot	vww	512	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	2.1562e+07	nan
tvm	llvm	3	spike_rv32_min	tvmaot	vww	1024	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	355796	363564	1.02183
tvm	llvm	3	spike_rv32_min	tvmaot	vww	1024	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	7.57533e+07	nan
tvm	llvm	3	spike_rv32_min	tvmaot	vww	1024	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	215244	239096	1.11081
tvm	llvm	3	spike_rv32_min	tvmaot	vww	1024	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	1.93045e+07	nan
tvm	llvm	3	spike_rv32_min	tvmaot	vww	1024	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	ROM code	102664	98096	0.955505
tvm	llvm	3	spike_rv32_min	tvmaot	vww	1024	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	2.14465e+07	nan
tvm	llvm	3	spike_rv32_min	tvmaot	vww	1024	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	ROM code	97568	92912	0.952279
tvm	llvm	3	spike_rv32_min	tvmaot	vww	1024	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	Run Cycles	nan	8.23657e+06	nan
tvm	llvm	3	spike_rv32_min	tvmaot	vww	1024	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	ROM code	103412	98916	0.956523
tvm	llvm	3	spike_rv32_min	tvmaot	vww	1024	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	2.47117e+07	nan
tvm	llvm	3	spike_rv32_min	tvmaot	vww	2048	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	355180	363560	1.02359
tvm	llvm	3	spike_rv32_min	tvmaot	vww	2048	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	7.57737e+07	nan
tvm	llvm	3	spike_rv32_min	tvmaot	vww	2048	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	197724	239104	1.20928
tvm	llvm	3	spike_rv32_min	tvmaot	vww	2048	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	2.82945e+07	nan
tvm	llvm	3	spike_rv32_min	tvmaot	vww	2048	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	ROM code	102664	98096	0.955505
tvm	llvm	3	spike_rv32_min	tvmaot	vww	2048	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	2.49729e+07	nan
tvm	llvm	3	spike_rv32_min	tvmaot	vww	2048	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	ROM code	97564	92912	0.952318
tvm	llvm	3	spike_rv32_min	tvmaot	vww	2048	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	Run Cycles	nan	8.19219e+06	nan
tvm	llvm	3	spike_rv32_min	tvmaot	vww	2048	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	ROM code	103360	98912	0.956966
tvm	llvm	3	spike_rv32_min	tvmaot	vww	2048	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	2.82382e+07	nan
tvm	llvm	3	spike_rv32_min	tvmaot	vww	4096	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	353312	363564	1.02902
tvm	llvm	3	spike_rv32_min	tvmaot	vww	4096	NCHW	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	7.58211e+07	nan
tvm	llvm	3	spike_rv32_min	tvmaot	vww	4096	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	ROM code	191784	239116	1.2468
tvm	llvm	3	spike_rv32_min	tvmaot	vww	4096	NHWC	TVM	Fallback	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	5.31918e+07	nan
tvm	llvm	3	spike_rv32_min	tvmaot	vww	4096	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	ROM code	102664	98096	0.955505
tvm	llvm	3	spike_rv32_min	tvmaot	vww	4096	NHWC	muRISCV-NN	Scalar	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	3.89219e+07	nan
tvm	llvm	3	spike_rv32_min	tvmaot	vww	4096	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	ROM code	97568	92912	0.952279
tvm	llvm	3	spike_rv32_min	tvmaot	vww	4096	NHWC	muRISCV-NN	Vector	RV32IM_ZVE64X	0	-	Run Cycles	nan	8.19558e+06	nan
tvm	llvm	3	spike_rv32_min	tvmaot	vww	4096	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	ROM code	103364	98916	0.956968
tvm	llvm	3	spike_rv32_min	tvmaot	vww	4096	NHWC	muRISCV-NN	Vector (Portable)	RV32IM_ZVE64X	0	Loop+SLP	Run Cycles	nan	4.21939e+07	nan