Update rbf and preloader

[n-nez]

Motivation and Context

150MHz version of IP

Description

How has this been tested?

Tested on board with IP standalone testing program.
Plus dlk CI supposed to be run on this PR.

Screenshots (if appropriate):

Types of changes

• Bug fix (non-breaking change which fixes an issue)
• New feature / Optimization (non-breaking change which adds functionality)
• Breaking change (fix or feature that would cause existing functionality to not work as expected)

Checklist:

• My change requires a change to the documentation.
• I have updated the documentation accordingly.

[iizukak]

@Joeper214 @ki-lm
Can you check this PR manually?
This branch can run inference on DE10-Nano.

Classification with LMNetV1Quantize is enough.

[Joeper214]

I verified it and it works on DE10-nano.

[iizukak]

@Joeper214
Thanks 😄
I ask @ki-lm to verify on Object Detection.

[iizukak]

run test

[Joeper214]

@n-nez

Thanks. I confirmed the changes by running separate Measurements on DE-10 Nano.

I used Classification with LMNetV1Quantize.

Before change

-------------------------------------------------------------
Comparison: Default network test  succeeded!!!
-------------------------------------------------------------
TotalInitTime 14388,  sum:14.388ms
TotalRunTime 15992,  sum:15.992ms
..Convolution 11173,119,  sum:11.292ms
....kn2row 11039,  sum:11.039ms
......kn2row-buf 6,  sum:0.006ms
......matrix_multiplication 6731,  sum:6.731ms
........matrix_transpose (row_major) 42,  sum:0.042ms
......matrix_shift_add_f1 778,  sum:0.778ms
......matrix_shift_add_f2 3476,  sum:3.476ms
....kn2row-1x1 111,  sum:0.111ms
......matrix_multiplication 96,  sum:0.096ms
..BatchNorm 284,66,  sum:0.35ms
..QTZ_linear_mid_tread_half 1225,  sum:1.225ms
....pack_input 101,  sum:0.101ms
..QuantizedConv2D 698,1024,386,405,117,  sum:2.63ms
....Tensor convert 134,20,12,5,7,  sum:0.178ms
....Sync UDMABuf Input 86,80,47,31,26,  sum:0.27ms
....Conv2D TCA 390,862,275,327,42,  sum:1.896ms
....Sync UDMABuf Output 57,39,30,23,20,  sum:0.169ms
..Memcpy 59,25,15,8,  sum:0.107ms
..ExtractImagePatches 58,12,13,  sum:0.083ms
..QuantizedConv2D_ApplyScalingFactor 39,  sum:0.039ms
..ReLu 18,  sum:0.018ms
..Add 9,  sum:0.009ms
..AveragePool 13,  sum:0.013ms
..SoftMax 113,  sum:0.113ms

After change

Comparison: Default network test  succeeded!!!
-------------------------------------------------------------
TotalInitTime 13710,  sum:13.71ms
TotalRunTime 15756,  sum:15.756ms
..Convolution 11458,121,  sum:11.579ms
....kn2row 11331,  sum:11.331ms
......kn2row-buf 6,  sum:0.006ms
......matrix_multiplication 6932,  sum:6.932ms
........matrix_transpose (row_major) 43,  sum:0.043ms
......matrix_shift_add_f1 775,  sum:0.775ms
......matrix_shift_add_f2 3570,  sum:3.57ms
....kn2row-1x1 112,  sum:0.112ms
......matrix_multiplication 95,  sum:0.095ms
..BatchNorm 296,70,  sum:0.366ms
..QTZ_linear_mid_tread_half 1157,  sum:1.157ms
....pack_input 101,  sum:0.101ms
..QuantizedConv2D 630,774,319,326,111,  sum:2.16ms
....Tensor convert 135,22,12,5,7,  sum:0.181ms
....Sync UDMABuf Input 87,79,46,30,25,  sum:0.267ms
....Conv2D TCA 323,610,210,248,36,  sum:1.427ms
....Sync UDMABuf Output 56,39,30,23,21,  sum:0.169ms
..Memcpy 58,25,15,8,  sum:0.106ms
..ExtractImagePatches 58,12,13,  sum:0.083ms
..QuantizedConv2D_ApplyScalingFactor 38,  sum:0.038ms
..ReLu 18,  sum:0.018ms
..Add 9,  sum:0.009ms
..AveragePool 13,  sum:0.013ms
..SoftMax 116,  sum:0.116ms