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This project aims to implement an acceleration circuit for convolutional neural networks. The project uses yolov8 as the implementation object, and the goal is to complete an acceleration circuit with operator operations such as convolution, residual sum, upsampling, pooling, and concat. Since the overall circuit design idea is efficient reusability and instructional calling, in addition to deploying the yolov8 network, other neural networks composed of the above operator operations can also be compiled onto the accelerator.
| Operators | Description |
|---|---|
| Convolution | 3*3 convolution with stride (whatever you want, int or float) and padding (Whatever). You can choose whether to activate it (dynamically controlled by parameter instructions). |
| Residual sum | Residual sum of two feature maps. |
| Upsampling | upsampling of feature maps by a factor of 2. Only support simplest nearest. |
| Pooling | pooling of feature maps with max pooling. |
| Concat | The concat is not make in circuit. It is working in the memory allocate. |
using 100Mhz clk to simulate the accelerator on yolov8n, total use 114ms.
The hardware deployment clock of the accelerator is 200Mhz, the single frame of yolov8n inference time is 60ms, and the post-processing time is 50ms. The inference and post-processing are carried out in parallel, so the total frame rate can reach 18-19FPS.
result.video.mp4
Now we have deployed two tasks on the accelerator, Yolov8 and filter.
- modelsim
- python (include opencv, numpy)
use the following command to clone the respository:
git clone https://github.com/quanzaihh/Neural-Network-Accelerator
- Yolov8 simulation
download the yolov8n model from yolov8n(passcode:d78m) and put it in the
Neural-Network-Accelerator\compile\yolov8folder.
Run the following command to simulate the yolov8n model:
cd Neural-Network-Accelerator\compile\yolov8
python Yolov8.py --Operator 0
- Fliter simulation (Sobel filter)
Run the following command to simulate the Sobel filter:
cd Neural-Network-Accelerator\compile\imageprocess
python Filter.py --Operator 0
- Yolov8 hardware implementation
First we need to compile the model into a hardware machine code.
cd Neural-Network-Accelerator\compile\yolov8
python Yolov8.py --Operator 1
Then we will get two files in the Neural-Network-Accelerator\compile\compile_out folder, which is instruction.bin and WeightAndBias.bin. The instruction.bin file is the hardware machine code, and the WeightAndBias.bin file is the weight and bias of the model. The yolov8n hardware machine code is show as below:
REFRESH_ORDER
SET WLEN 0x011B0000
SET ORDER 0x00000001
SET FIBA 0x81000000
SET FIPN 0x00000001
SET FOPN 0x00000002
SET FDP 0x00000000
SET FPN 0x000004b0
SET ROWS 0x000001e0
SET COLS 0x00000280
SET WQS 0x00000009
SET FIQS 0x00000007
SET FOQS 0x00000007
SET MS 0x00000001
SET RETAD 0x83800000
SET RETPN 0x0000012c
SET PADS 0x00000001
SET ACT 0x00000001
SET ID 0x00000000
SET NEGTH 0x00000000
SET OPTV 0x00000000
PUSH_ORDER
SET ORDER 0x00000001
SET FIBA 0x83800000
SET FIPN 0x00000001
SET FOPN 0x00000004
SET FDP 0x00000001
SET FPN 0x0000012c
SET ROWS 0x000000f0
SET COLS 0x00000140
SET WQS 0x0000000c
SET FIQS 0x00000007
SET FOQS 0x00000007
SET MS 0x00000001
SET RETAD 0x83a58000
SET RETPN 0x0000004b
SET PADS 0x00000001
SET ACT 0x00000001
SET ID 0x00000001
SET NEGTH 0x00000000
SET OPTV 0x00000000
PUSH_ORDER
SET ORDER 0x00000001
SET FIBA 0x83a58000
SET FIPN 0x00000002
SET FOPN 0x00000004
SET FDP 0x00000001
SET FPN 0x0000004b
SET ROWS 0x00000078
SET COLS 0x000000a0
SET WQS 0x0000000d
SET FIQS 0x00000007
SET FOQS 0x00000007
SET MS 0x00000000
SET RETAD 0x83b84000
SET RETPN 0x0000004b
SET PADS 0x00000001
SET ACT 0x00000001
SET ID 0x00000002
SET NEGTH 0x00000000
SET OPTV 0x00000000
PUSH_ORDER
SET ORDER 0x00000001
SET FIBA 0x83c1a000
SET FIPN 0x00000001
SET FOPN 0x00000002
SET FDP 0x00000001
SET FPN 0x0000004b
SET ROWS 0x00000078
SET COLS 0x000000a0
SET WQS 0x0000000d
SET FIQS 0x00000007
SET FOQS 0x00000007
SET MS 0x00000000
SET RETAD 0x83d46000
SET RETPN 0x0000004b
SET PADS 0x00000001
SET ACT 0x00000001
SET ID 0x00000003
SET NEGTH 0x00000000
SET OPTV 0x00000000
PUSH_ORDER
SET ORDER 0x00000001
SET FIBA 0x83d46000
SET FIPN 0x00000001
SET FOPN 0x00000002
SET FDP 0x00000001
SET FPN 0x0000004b
SET ROWS 0x00000078
SET COLS 0x000000a0
SET WQS 0x0000000e
SET FIQS 0x00000007
SET FOQS 0x00000007
SET MS 0x00000000
SET RETAD 0x83cb0000
SET RETPN 0x0000004b
SET PADS 0x00000001
SET ACT 0x00000001
SET ID 0x00000004
SET NEGTH 0x00000000
SET OPTV 0x00000000
PUSH_ORDER
SET ORDER 0x00000002
SET FIBA 0x83c1a000
SET FIPN 0x00000001
SET FOPN 0x00000001
SET FDP 0x00000001
SET FPN 0x00000096
SET ROWS 0x000000c8
SET COLS 0x000000c0
SET WQS 0x00000000
SET FIQS 0x00000000
SET FOQS 0x00000000
SET MS 0x00000000
SET RETAD 0x83cb0000
SET RETPN 0x00000096
SET PADS 0x00000000
SET ACT 0x00000000
SET ID 0x00000005
SET NEGTH 0x00000000
SET OPTV 0x00000000
PUSH_ORDER
SET ORDER 0x00000001
SET FIBA 0x83b84000
SET FIPN 0x00000003
SET FOPN 0x00000004
SET FDP 0x00000001
SET FPN 0x0000004b
SET ROWS 0x00000078
SET COLS 0x000000a0
SET WQS 0x0000000d
SET FIQS 0x00000007
SET FOQS 0x00000007
SET MS 0x00000000
SET RETAD 0x83ddc000
SET RETPN 0x0000004b
SET PADS 0x00000001
SET ACT 0x00000001
SET ID 0x00000006
SET NEGTH 0x00000000
SET OPTV 0x00000000
PUSH_ORDER
SET ORDER 0x00000001
SET FIBA 0x83ddc000
SET FIPN 0x00000002
SET FOPN 0x00000008
SET FDP 0x00000001
SET FPN 0x0000004b
SET ROWS 0x00000078
SET COLS 0x000000a0
SET WQS 0x0000000f
SET FIQS 0x00000007
SET FOQS 0x00000007
SET MS 0x00000001
SET RETAD 0x83f08000
SET RETPN 0x00000013
SET PADS 0x00000001
SET ACT 0x00000001
SET ID 0x00000007
SET NEGTH 0x00000000
SET OPTV 0x00000000
PUSH_ORDER
SET ORDER 0x00000001
SET FIBA 0x83f08000
SET FIPN 0x00000004
SET FOPN 0x00000008
SET FDP 0x00000001
SET FPN 0x00000013
SET ROWS 0x0000003c
SET COLS 0x00000050
SET WQS 0x0000000d
SET FIQS 0x00000007
SET FOQS 0x00000007
SET MS 0x00000000
SET RETAD 0x83fa0000
SET RETPN 0x00000013
SET PADS 0x00000001
SET ACT 0x00000001
SET ID 0x00000008
SET NEGTH 0x00000000
SET OPTV 0x00000000
PUSH_ORDER
SET ORDER 0x00000001
SET FIBA 0x83fec000
SET FIPN 0x00000002
SET FOPN 0x00000004
SET FDP 0x00000001
SET FPN 0x00000013
SET ROWS 0x0000003c
SET COLS 0x00000050
SET WQS 0x0000000d
SET FIQS 0x00000007
SET FOQS 0x00000007
SET MS 0x00000000
SET RETAD 0x840d0000
SET RETPN 0x00000013
SET PADS 0x00000001
SET ACT 0x00000001
SET ID 0x00000009
SET NEGTH 0x00000000
SET OPTV 0x00000000
PUSH_ORDER
SET ORDER 0x00000001
SET FIBA 0x840d0000
SET FIPN 0x00000002
SET FOPN 0x00000004
SET FDP 0x00000001
SET FPN 0x00000013
SET ROWS 0x0000003c
SET COLS 0x00000050
SET WQS 0x0000000e
SET FIQS 0x00000007
SET FOQS 0x00000007
SET MS 0x00000000
SET RETAD 0x84038000
SET RETPN 0x00000013
SET PADS 0x00000001
SET ACT 0x00000001
SET ID 0x0000000a
SET NEGTH 0x00000000
SET OPTV 0x00000000
PUSH_ORDER
SET ORDER 0x00000002
SET FIBA 0x83fec000
SET FIPN 0x00000001
SET FOPN 0x00000001
SET FDP 0x00000001
SET FPN 0x0000004c
SET ROWS 0x00000098
SET COLS 0x00000080
SET WQS 0x00000000
SET FIQS 0x00000000
SET FOQS 0x00000000
SET MS 0x00000000
SET RETAD 0x84038000
SET RETPN 0x0000004c
SET PADS 0x00000000
SET ACT 0x00000000
SET ID 0x0000000b
SET NEGTH 0x00000000
SET OPTV 0x00000000
PUSH_ORDER
SET ORDER 0x00000001
SET FIBA 0x84038000
SET FIPN 0x00000002
SET FOPN 0x00000004
SET FDP 0x00000001
SET FPN 0x00000013
SET ROWS 0x0000003c
SET COLS 0x00000050
SET WQS 0x0000000e
SET FIQS 0x00000007
SET FOQS 0x00000007
SET MS 0x00000000
SET RETAD 0x8411c000
SET RETPN 0x00000013
SET PADS 0x00000001
SET ACT 0x00000001
SET ID 0x0000000c
SET NEGTH 0x00000000
SET OPTV 0x00000000
PUSH_ORDER
SET ORDER 0x00000001
SET FIBA 0x8411c000
SET FIPN 0x00000002
SET FOPN 0x00000004
SET FDP 0x00000001
SET FPN 0x00000013
SET ROWS 0x0000003c
SET COLS 0x00000050
SET WQS 0x0000000d
SET FIQS 0x00000007
SET FOQS 0x00000007
SET MS 0x00000000
SET RETAD 0x84084000
SET RETPN 0x00000013
SET PADS 0x00000001
SET ACT 0x00000001
SET ID 0x0000000d
SET NEGTH 0x00000000
SET OPTV 0x00000000
PUSH_ORDER
SET ORDER 0x00000002
SET FIBA 0x84038000
SET FIPN 0x00000001
SET FOPN 0x00000001
SET FDP 0x00000001
SET FPN 0x0000004c
SET ROWS 0x00000098
SET COLS 0x00000080
SET WQS 0x00000000
SET FIQS 0x00000000
SET FOQS 0x00000000
SET MS 0x00000000
SET RETAD 0x84084000
SET RETPN 0x0000004c
SET PADS 0x00000000
SET ACT 0x00000000
SET ID 0x0000000e
SET NEGTH 0x00000000
SET OPTV 0x00000000
PUSH_ORDER
SET ORDER 0x00000001
SET FIBA 0x83fa0000
SET FIPN 0x00000008
SET FOPN 0x00000008
SET FDP 0x00000001
SET FPN 0x00000013
SET ROWS 0x0000003c
SET COLS 0x00000050
SET WQS 0x0000000e
SET FIQS 0x00000007
SET FOQS 0x00000007
SET MS 0x00000000
SET RETAD 0x846e8000
SET RETPN 0x00000013
SET PADS 0x00000001
SET ACT 0x00000001
SET ID 0x0000000f
SET NEGTH 0x00000000
SET OPTV 0x00000000
PUSH_ORDER
SET ORDER 0x00000001
SET FIBA 0x846e8000
SET FIPN 0x00000004
SET FOPN 0x00000010
SET FDP 0x00000001
SET FPN 0x00000013
SET ROWS 0x0000003c
SET COLS 0x00000050
SET WQS 0x0000000e
SET FIQS 0x00000007
SET FOQS 0x00000007
SET MS 0x00000001
SET RETAD 0x84168000
SET RETPN 0x00000005
SET PADS 0x00000001
SET ACT 0x00000001
SET ID 0x00000010
SET NEGTH 0x00000000
SET OPTV 0x00000000
PUSH_ORDER
SET ORDER 0x00000001
SET FIBA 0x84168000
SET FIPN 0x00000008
SET FOPN 0x00000010
SET FDP 0x00000001
SET FPN 0x00000005
SET ROWS 0x0000001e
SET COLS 0x00000028
SET WQS 0x0000000d
SET FIQS 0x00000007
SET FOQS 0x00000007
SET MS 0x00000000
SET RETAD 0x841b8000
SET RETPN 0x00000005
SET PADS 0x00000001
SET ACT 0x00000001
SET ID 0x00000011
SET NEGTH 0x00000000
SET OPTV 0x00000000
PUSH_ORDER
SET ORDER 0x00000001
SET FIBA 0x841e0000
SET FIPN 0x00000004
SET FOPN 0x00000008
SET FDP 0x00000001
SET FPN 0x00000005
SET ROWS 0x0000001e
SET COLS 0x00000028
SET WQS 0x0000000d
SET FIQS 0x00000007
SET FOQS 0x00000007
SET MS 0x00000000
SET RETAD 0x84258000
SET RETPN 0x00000005
SET PADS 0x00000001
SET ACT 0x00000001
SET ID 0x00000012
SET NEGTH 0x00000000
SET OPTV 0x00000000
PUSH_ORDER
SET ORDER 0x00000001
SET FIBA 0x84258000
SET FIPN 0x00000004
SET FOPN 0x00000008
SET FDP 0x00000001
SET FPN 0x00000005
SET ROWS 0x0000001e
SET COLS 0x00000028
SET WQS 0x0000000e
SET FIQS 0x00000007
SET FOQS 0x00000007
SET MS 0x00000000
SET RETAD 0x84208000
SET RETPN 0x00000005
SET PADS 0x00000001
SET ACT 0x00000001
SET ID 0x00000013
SET NEGTH 0x00000000
SET OPTV 0x00000000
PUSH_ORDER
SET ORDER 0x00000002
SET FIBA 0x841e0000
SET FIPN 0x00000001
SET FOPN 0x00000001
SET FDP 0x00000001
SET FPN 0x00000028
SET ROWS 0x00000080
SET COLS 0x00000050
SET WQS 0x00000000
SET FIQS 0x00000000
SET FOQS 0x00000000
SET MS 0x00000000
SET RETAD 0x84208000
SET RETPN 0x00000028
SET PADS 0x00000000
SET ACT 0x00000000
SET ID 0x00000014
SET NEGTH 0x00000000
SET OPTV 0x00000000
PUSH_ORDER
SET ORDER 0x00000001
SET FIBA 0x84208000
SET FIPN 0x00000004
SET FOPN 0x00000008
SET FDP 0x00000001
SET FPN 0x00000005
SET ROWS 0x0000001e
SET COLS 0x00000028
SET WQS 0x0000000e
SET FIQS 0x00000007
SET FOQS 0x00000007
SET MS 0x00000000
SET RETAD 0x84280000
SET RETPN 0x00000005
SET PADS 0x00000001
SET ACT 0x00000001
SET ID 0x00000015
SET NEGTH 0x00000000
SET OPTV 0x00000000
PUSH_ORDER
SET ORDER 0x00000001
SET FIBA 0x84280000
SET FIPN 0x00000004
SET FOPN 0x00000008
SET FDP 0x00000001
SET FPN 0x00000005
SET ROWS 0x0000001e
SET COLS 0x00000028
SET WQS 0x0000000c
SET FIQS 0x00000007
SET FOQS 0x00000007
SET MS 0x00000000
SET RETAD 0x84230000
SET RETPN 0x00000005
SET PADS 0x00000001
SET ACT 0x00000001
SET ID 0x00000016
SET NEGTH 0x00000000
SET OPTV 0x00000000
PUSH_ORDER
SET ORDER 0x00000002
SET FIBA 0x84208000
SET FIPN 0x00000001
SET FOPN 0x00000001
SET FDP 0x00000001
SET FPN 0x00000028
SET ROWS 0x00000080
SET COLS 0x00000050
SET WQS 0x00000000
SET FIQS 0x00000000
SET FOQS 0x00000000
SET MS 0x00000000
SET RETAD 0x84230000
SET RETPN 0x00000028
SET PADS 0x00000000
SET ACT 0x00000000
SET ID 0x00000017
SET NEGTH 0x00000000
SET OPTV 0x00000000
PUSH_ORDER
SET ORDER 0x00000001
SET FIBA 0x841b8000
SET FIPN 0x00000010
SET FOPN 0x00000010
SET FDP 0x00000001
SET FPN 0x00000005
SET ROWS 0x0000001e
SET COLS 0x00000028
SET WQS 0x0000000f
SET FIQS 0x00000007
SET FOQS 0x00000007
SET MS 0x00000000
SET RETAD 0x844c8000
SET RETPN 0x00000005
SET PADS 0x00000001
SET ACT 0x00000001
SET ID 0x00000018
SET NEGTH 0x00000000
SET OPTV 0x00000000
PUSH_ORDER
SET ORDER 0x00000001
SET FIBA 0x844c8000
SET FIPN 0x00000008
SET FOPN 0x00000020
SET FDP 0x00000001
SET FPN 0x00000005
SET ROWS 0x0000001e
SET COLS 0x00000028
SET WQS 0x0000000f
SET FIQS 0x00000007
SET FOQS 0x00000007
SET MS 0x00000001
SET RETAD 0x842a8000
SET RETPN 0x00000002
SET PADS 0x00000001
SET ACT 0x00000001
SET ID 0x00000019
SET NEGTH 0x00000000
SET OPTV 0x00000000
PUSH_ORDER
SET ORDER 0x00000001
SET FIBA 0x842a8000
SET FIPN 0x00000010
SET FOPN 0x00000020
SET FDP 0x00000001
SET FPN 0x00000002
SET ROWS 0x0000000f
SET COLS 0x00000014
SET WQS 0x0000000d
SET FIQS 0x00000007
SET FOQS 0x00000007
SET MS 0x00000000
SET RETAD 0x842e8000
SET RETPN 0x00000002
SET PADS 0x00000001
SET ACT 0x00000001
SET ID 0x0000001a
SET NEGTH 0x00000000
SET OPTV 0x00000000
PUSH_ORDER
SET ORDER 0x00000001
SET FIBA 0x84308000
SET FIPN 0x00000008
SET FOPN 0x00000010
SET FDP 0x00000001
SET FPN 0x00000002
SET ROWS 0x0000000f
SET COLS 0x00000014
SET WQS 0x0000000e
SET FIQS 0x00000007
SET FOQS 0x00000007
SET MS 0x00000000
SET RETAD 0x84348000
SET RETPN 0x00000002
SET PADS 0x00000001
SET ACT 0x00000001
SET ID 0x0000001b
SET NEGTH 0x00000000
SET OPTV 0x00000000
PUSH_ORDER
SET ORDER 0x00000001
SET FIBA 0x84348000
SET FIPN 0x00000008
SET FOPN 0x00000010
SET FDP 0x00000001
SET FPN 0x00000002
SET ROWS 0x0000000f
SET COLS 0x00000014
SET WQS 0x0000000d
SET FIQS 0x00000007
SET FOQS 0x00000007
SET MS 0x00000000
SET RETAD 0x84328000
SET RETPN 0x00000002
SET PADS 0x00000001
SET ACT 0x00000001
SET ID 0x0000001c
SET NEGTH 0x00000000
SET OPTV 0x00000000
PUSH_ORDER
SET ORDER 0x00000002
SET FIBA 0x84308000
SET FIPN 0x00000001
SET FOPN 0x00000001
SET FDP 0x00000001
SET FPN 0x00000020
SET ROWS 0x00000080
SET COLS 0x00000040
SET WQS 0x00000000
SET FIQS 0x00000000
SET FOQS 0x00000000
SET MS 0x00000000
SET RETAD 0x84328000
SET RETPN 0x00000020
SET PADS 0x00000000
SET ACT 0x00000000
SET ID 0x0000001d
SET NEGTH 0x00000000
SET OPTV 0x00000000
PUSH_ORDER
SET ORDER 0x00000001
SET FIBA 0x842e8000
SET FIPN 0x00000018
SET FOPN 0x00000020
SET FDP 0x00000001
SET FPN 0x00000002
SET ROWS 0x0000000f
SET COLS 0x00000014
SET WQS 0x0000000f
SET FIQS 0x00000007
SET FOQS 0x00000007
SET MS 0x00000000
SET RETAD 0x84368000
SET RETPN 0x00000002
SET PADS 0x00000001
SET ACT 0x00000001
SET ID 0x0000001e
SET NEGTH 0x00000000
SET OPTV 0x00000000
PUSH_ORDER
SET ORDER 0x00000001
SET FIBA 0x84368000
SET FIPN 0x00000010
SET FOPN 0x00000010
SET FDP 0x00000001
SET FPN 0x00000002
SET ROWS 0x0000000f
SET COLS 0x00000014
SET WQS 0x0000000e
SET FIQS 0x00000007
SET FOQS 0x00000007
SET MS 0x00000000
SET RETAD 0x843a8000
SET RETPN 0x00000002
SET PADS 0x00000001
SET ACT 0x00000001
SET ID 0x0000001f
SET NEGTH 0x00000000
SET OPTV 0x00000000
PUSH_ORDER
SET ORDER 0x00000003
SET FIBA 0x843a8000
SET FIPN 0x00000010
SET FOPN 0x00000010
SET FDP 0x00000000
SET FPN 0x00000002
SET ROWS 0x0000000f
SET COLS 0x00000014
SET WQS 0x00000000
SET FIQS 0x00000007
SET FOQS 0x00000000
SET MS 0x00000000
SET RETAD 0x843c8000
SET RETPN 0x00000002
SET PADS 0x00000002
SET ACT 0x00000000
SET ID 0x00000020
SET NEGTH 0x00000000
SET OPTV 0x00000000
PUSH_ORDER
SET ORDER 0x00000003
SET FIBA 0x843c8000
SET FIPN 0x00000010
SET FOPN 0x00000010
SET FDP 0x00000000
SET FPN 0x00000002
SET ROWS 0x0000000f
SET COLS 0x00000014
SET WQS 0x00000000
SET FIQS 0x00000007
SET FOQS 0x00000000
SET MS 0x00000000
SET RETAD 0x843e8000
SET RETPN 0x00000002
SET PADS 0x00000002
SET ACT 0x00000000
SET ID 0x00000021
SET NEGTH 0x00000000
SET OPTV 0x00000000
PUSH_ORDER
SET ORDER 0x00000003
SET FIBA 0x843e8000
SET FIPN 0x00000010
SET FOPN 0x00000010
SET FDP 0x00000000
SET FPN 0x00000002
SET ROWS 0x0000000f
SET COLS 0x00000014
SET WQS 0x00000000
SET FIQS 0x00000007
SET FOQS 0x00000000
SET MS 0x00000000
SET RETAD 0x84408000
SET RETPN 0x00000002
SET PADS 0x00000002
SET ACT 0x00000000
SET ID 0x00000022
SET NEGTH 0x00000000
SET OPTV 0x00000000
PUSH_ORDER
SET ORDER 0x00000001
SET FIBA 0x843a8000
SET FIPN 0x00000020
SET FOPN 0x00000020
SET FDP 0x00000001
SET FPN 0x00000002
SET ROWS 0x0000000f
SET COLS 0x00000014
SET WQS 0x0000000d
SET FIQS 0x00000007
SET FOQS 0x00000007
SET MS 0x00000000
SET RETAD 0x84ad0000
SET RETPN 0x00000002
SET PADS 0x00000001
SET ACT 0x00000001
SET ID 0x00000023
SET NEGTH 0x00000000
SET OPTV 0x00000000
PUSH_ORDER
SET ORDER 0x00000004
SET FIBA 0x84ad0000
SET FIPN 0x00000020
SET FOPN 0x00000020
SET FDP 0x00000000
SET FPN 0x00000002
SET ROWS 0x0000000f
SET COLS 0x00000014
SET WQS 0x00000000
SET FIQS 0x00000007
SET FOQS 0x00000000
SET MS 0x00000000
SET RETAD 0x84428000
SET RETPN 0x00000005
SET PADS 0x00000000
SET ACT 0x00000000
SET ID 0x00000024
SET NEGTH 0x00000000
SET OPTV 0x00000000
PUSH_ORDER
SET ORDER 0x00000001
SET FIBA 0x84428000
SET FIPN 0x00000018
SET FOPN 0x00000010
SET FDP 0x00000001
SET FPN 0x00000005
SET ROWS 0x0000001e
SET COLS 0x00000028
SET WQS 0x0000000c
SET FIQS 0x00000007
SET FOQS 0x00000007
SET MS 0x00000000
SET RETAD 0x84518000
SET RETPN 0x00000005
SET PADS 0x00000001
SET ACT 0x00000001
SET ID 0x00000025
SET NEGTH 0x00000000
SET OPTV 0x00000000
PUSH_ORDER
SET ORDER 0x00000001
SET FIBA 0x84540000
SET FIPN 0x00000004
SET FOPN 0x00000008
SET FDP 0x00000001
SET FPN 0x00000005
SET ROWS 0x0000001e
SET COLS 0x00000028
SET WQS 0x0000000e
SET FIQS 0x00000007
SET FOQS 0x00000007
SET MS 0x00000000
SET RETAD 0x84590000
SET RETPN 0x00000005
SET PADS 0x00000001
SET ACT 0x00000001
SET ID 0x00000026
SET NEGTH 0x00000000
SET OPTV 0x00000000
PUSH_ORDER
SET ORDER 0x00000001
SET FIBA 0x84590000
SET FIPN 0x00000004
SET FOPN 0x00000008
SET FDP 0x00000001
SET FPN 0x00000005
SET ROWS 0x0000001e
SET COLS 0x00000028
SET WQS 0x0000000d
SET FIQS 0x00000007
SET FOQS 0x00000007
SET MS 0x00000000
SET RETAD 0x84568000
SET RETPN 0x00000005
SET PADS 0x00000001
SET ACT 0x00000001
SET ID 0x00000027
SET NEGTH 0x00000000
SET OPTV 0x00000000
PUSH_ORDER
SET ORDER 0x00000001
SET FIBA 0x84518000
SET FIPN 0x0000000c
SET FOPN 0x00000010
SET FDP 0x00000001
SET FPN 0x00000005
SET ROWS 0x0000001e
SET COLS 0x00000028
SET WQS 0x0000000d
SET FIQS 0x00000007
SET FOQS 0x00000007
SET MS 0x00000000
SET RETAD 0x84970000
SET RETPN 0x00000005
SET PADS 0x00000001
SET ACT 0x00000001
SET ID 0x00000028
SET NEGTH 0x00000000
SET OPTV 0x00000000
PUSH_ORDER
SET ORDER 0x00000004
SET FIBA 0x84970000
SET FIPN 0x00000010
SET FOPN 0x00000010
SET FDP 0x00000000
SET FPN 0x00000005
SET ROWS 0x0000001e
SET COLS 0x00000028
SET WQS 0x00000000
SET FIQS 0x00000007
SET FOQS 0x00000000
SET MS 0x00000000
SET RETAD 0x845b8000
SET RETPN 0x00000013
SET PADS 0x00000000
SET ACT 0x00000000
SET ID 0x00000029
SET NEGTH 0x00000000
SET OPTV 0x00000000
PUSH_ORDER
SET ORDER 0x00000001
SET FIBA 0x845b8000
SET FIPN 0x0000000c
SET FOPN 0x00000008
SET FDP 0x00000001
SET FPN 0x00000013
SET ROWS 0x0000003c
SET COLS 0x00000050
SET WQS 0x0000000e
SET FIQS 0x00000007
SET FOQS 0x00000007
SET MS 0x00000000
SET RETAD 0x84780000
SET RETPN 0x00000013
SET PADS 0x00000001
SET ACT 0x00000001
SET ID 0x0000002a
SET NEGTH 0x00000000
SET OPTV 0x00000000
PUSH_ORDER
SET ORDER 0x00000001
SET FIBA 0x847cc000
SET FIPN 0x00000002
SET FOPN 0x00000004
SET FDP 0x00000001
SET FPN 0x00000013
SET ROWS 0x0000003c
SET COLS 0x00000050
SET WQS 0x0000000e
SET FIQS 0x00000007
SET FOQS 0x00000007
SET MS 0x00000000
SET RETAD 0x84864000
SET RETPN 0x00000013
SET PADS 0x00000001
SET ACT 0x00000001
SET ID 0x0000002b
SET NEGTH 0x00000000
SET OPTV 0x00000000
PUSH_ORDER
SET ORDER 0x00000001
SET FIBA 0x84864000
SET FIPN 0x00000002
SET FOPN 0x00000004
SET FDP 0x00000001
SET FPN 0x00000013
SET ROWS 0x0000003c
SET COLS 0x00000050
SET WQS 0x0000000e
SET FIQS 0x00000007
SET FOQS 0x00000007
SET MS 0x00000000
SET RETAD 0x84818000
SET RETPN 0x00000013
SET PADS 0x00000001
SET ACT 0x00000001
SET ID 0x0000002c
SET NEGTH 0x00000000
SET OPTV 0x00000000
PUSH_ORDER
SET ORDER 0x00000001
SET FIBA 0x84780000
SET FIPN 0x00000006
SET FOPN 0x00000008
SET FDP 0x00000001
SET FPN 0x00000013
SET ROWS 0x0000003c
SET COLS 0x00000050
SET WQS 0x0000000d
SET FIQS 0x00000007
SET FOQS 0x00000007
SET MS 0x00000000
SET RETAD 0x848b0000
SET RETPN 0x00000013
SET PADS 0x00000001
SET ACT 0x00000001
SET ID 0x0000002d
SET NEGTH 0x00000000
SET OPTV 0x00000000
PUSH_ORDER
SET ORDER 0x00000001
SET FIBA 0x848b0000
SET FIPN 0x00000004
SET FOPN 0x00000008
SET FDP 0x00000001
SET FPN 0x00000013
SET ROWS 0x0000003c
SET COLS 0x00000050
SET WQS 0x0000000e
SET FIQS 0x00000007
SET FOQS 0x00000007
SET MS 0x00000001
SET RETAD 0x84948000
SET RETPN 0x00000005
SET PADS 0x00000001
SET ACT 0x00000001
SET ID 0x0000002e
SET NEGTH 0x00000000
SET OPTV 0x00000000
PUSH_ORDER
SET ORDER 0x00000001
SET FIBA 0x84948000
SET FIPN 0x0000000c
SET FOPN 0x00000010
SET FDP 0x00000001
SET FPN 0x00000005
SET ROWS 0x0000001e
SET COLS 0x00000028
SET WQS 0x0000000e
SET FIQS 0x00000007
SET FOQS 0x00000007
SET MS 0x00000000
SET RETAD 0x849c0000
SET RETPN 0x00000005
SET PADS 0x00000001
SET ACT 0x00000001
SET ID 0x0000002f
SET NEGTH 0x00000000
SET OPTV 0x00000000
PUSH_ORDER
SET ORDER 0x00000001
SET FIBA 0x849e8000
SET FIPN 0x00000004
SET FOPN 0x00000008
SET FDP 0x00000001
SET FPN 0x00000005
SET ROWS 0x0000001e
SET COLS 0x00000028
SET WQS 0x0000000e
SET FIQS 0x00000007
SET FOQS 0x00000007
SET MS 0x00000000
SET RETAD 0x84a38000
SET RETPN 0x00000005
SET PADS 0x00000001
SET ACT 0x00000001
SET ID 0x00000030
SET NEGTH 0x00000000
SET OPTV 0x00000000
PUSH_ORDER
SET ORDER 0x00000001
SET FIBA 0x84a38000
SET FIPN 0x00000004
SET FOPN 0x00000008
SET FDP 0x00000001
SET FPN 0x00000005
SET ROWS 0x0000001e
SET COLS 0x00000028
SET WQS 0x0000000d
SET FIQS 0x00000007
SET FOQS 0x00000007
SET MS 0x00000000
SET RETAD 0x84a10000
SET RETPN 0x00000005
SET PADS 0x00000001
SET ACT 0x00000001
SET ID 0x00000031
SET NEGTH 0x00000000
SET OPTV 0x00000000
PUSH_ORDER
SET ORDER 0x00000001
SET FIBA 0x849c0000
SET FIPN 0x0000000c
SET FOPN 0x00000010
SET FDP 0x00000001
SET FPN 0x00000005
SET ROWS 0x0000001e
SET COLS 0x00000028
SET WQS 0x0000000d
SET FIQS 0x00000007
SET FOQS 0x00000007
SET MS 0x00000000
SET RETAD 0x84a60000
SET RETPN 0x00000005
SET PADS 0x00000001
SET ACT 0x00000001
SET ID 0x00000032
SET NEGTH 0x00000000
SET OPTV 0x00000000
PUSH_ORDER
SET ORDER 0x00000001
SET FIBA 0x84a60000
SET FIPN 0x00000008
SET FOPN 0x00000010
SET FDP 0x00000001
SET FPN 0x00000005
SET ROWS 0x0000001e
SET COLS 0x00000028
SET WQS 0x0000000f
SET FIQS 0x00000007
SET FOQS 0x00000007
SET MS 0x00000001
SET RETAD 0x84ab0000
SET RETPN 0x00000002
SET PADS 0x00000001
SET ACT 0x00000001
SET ID 0x00000033
SET NEGTH 0x00000000
SET OPTV 0x00000000
PUSH_ORDER
SET ORDER 0x00000001
SET FIBA 0x84ab0000
SET FIPN 0x00000018
SET FOPN 0x00000020
SET FDP 0x00000001
SET FPN 0x00000002
SET ROWS 0x0000000f
SET COLS 0x00000014
SET WQS 0x0000000e
SET FIQS 0x00000007
SET FOQS 0x00000007
SET MS 0x00000000
SET RETAD 0x84b10000
SET RETPN 0x00000002
SET PADS 0x00000001
SET ACT 0x00000001
SET ID 0x00000034
SET NEGTH 0x00000000
SET OPTV 0x00000000
PUSH_ORDER
SET ORDER 0x00000001
SET FIBA 0x84b30000
SET FIPN 0x00000008
SET FOPN 0x00000010
SET FDP 0x00000001
SET FPN 0x00000002
SET ROWS 0x0000000f
SET COLS 0x00000014
SET WQS 0x0000000d
SET FIQS 0x00000007
SET FOQS 0x00000007
SET MS 0x00000000
SET RETAD 0x84b70000
SET RETPN 0x00000002
SET PADS 0x00000001
SET ACT 0x00000001
SET ID 0x00000035
SET NEGTH 0x00000000
SET OPTV 0x00000000
PUSH_ORDER
SET ORDER 0x00000001
SET FIBA 0x84b70000
SET FIPN 0x00000008
SET FOPN 0x00000010
SET FDP 0x00000001
SET FPN 0x00000002
SET ROWS 0x0000000f
SET COLS 0x00000014
SET WQS 0x0000000d
SET FIQS 0x00000007
SET FOQS 0x00000007
SET MS 0x00000000
SET RETAD 0x84b50000
SET RETPN 0x00000002
SET PADS 0x00000001
SET ACT 0x00000001
SET ID 0x00000036
SET NEGTH 0x00000000
SET OPTV 0x00000000
PUSH_ORDER
SET ORDER 0x00000001
SET FIBA 0x84b10000
SET FIPN 0x00000018
SET FOPN 0x00000020
SET FDP 0x00000001
SET FPN 0x00000002
SET ROWS 0x0000000f
SET COLS 0x00000014
SET WQS 0x0000000c
SET FIQS 0x00000007
SET FOQS 0x00000007
SET MS 0x00000000
SET RETAD 0x84b90000
SET RETPN 0x00000002
SET PADS 0x00000001
SET ACT 0x00000001
SET ID 0x00000037
SET NEGTH 0x00000000
SET OPTV 0x00000000
PUSH_ORDER
SET ORDER 0x00000001
SET FIBA 0x848b0000
SET FIPN 0x00000004
SET FOPN 0x00000008
SET FDP 0x00000001
SET FPN 0x00000013
SET ROWS 0x0000003c
SET COLS 0x00000050
SET WQS 0x0000000e
SET FIQS 0x00000007
SET FOQS 0x00000007
SET MS 0x00000000
SET RETAD 0x84bd0000
SET RETPN 0x00000013
SET PADS 0x00000001
SET ACT 0x00000001
SET ID 0x00000038
SET NEGTH 0x00000000
SET OPTV 0x00000000
PUSH_ORDER
SET ORDER 0x00000001
SET FIBA 0x84bd0000
SET FIPN 0x00000004
SET FOPN 0x00000008
SET FDP 0x00000001
SET FPN 0x00000013
SET ROWS 0x0000003c
SET COLS 0x00000050
SET WQS 0x0000000c
SET FIQS 0x00000007
SET FOQS 0x00000007
SET MS 0x00000000
SET RETAD 0x84c68000
SET RETPN 0x00000013
SET PADS 0x00000001
SET ACT 0x00000001
SET ID 0x00000039
SET NEGTH 0x00000000
SET OPTV 0x00000000
PUSH_ORDER
SET ORDER 0x00000001
SET FIBA 0x84c68000
SET FIPN 0x00000004
SET FOPN 0x00000008
SET FDP 0x00000001
SET FPN 0x00000013
SET ROWS 0x0000003c
SET COLS 0x00000050
SET WQS 0x0000000e
SET FIQS 0x00000007
SET FOQS 0x00000007
SET MS 0x00000000
SET RETAD 0x84d00000
SET RETPN 0x00000013
SET PADS 0x00000001
SET ACT 0x00000000
SET ID 0x0000003a
SET NEGTH 0x00000000
SET OPTV 0x00000000
PUSH_ORDER
SET ORDER 0x00000001
SET FIBA 0x84a60000
SET FIPN 0x00000008
SET FOPN 0x00000008
SET FDP 0x00000001
SET FPN 0x00000005
SET ROWS 0x0000001e
SET COLS 0x00000028
SET WQS 0x0000000e
SET FIQS 0x00000007
SET FOQS 0x00000007
SET MS 0x00000000
SET RETAD 0x84d98000
SET RETPN 0x00000005
SET PADS 0x00000001
SET ACT 0x00000001
SET ID 0x0000003b
SET NEGTH 0x00000000
SET OPTV 0x00000000
PUSH_ORDER
SET ORDER 0x00000001
SET FIBA 0x84d98000
SET FIPN 0x00000004
SET FOPN 0x00000008
SET FDP 0x00000001
SET FPN 0x00000005
SET ROWS 0x0000001e
SET COLS 0x00000028
SET WQS 0x0000000c
SET FIQS 0x00000007
SET FOQS 0x00000007
SET MS 0x00000000
SET RETAD 0x84dc0000
SET RETPN 0x00000005
SET PADS 0x00000001
SET ACT 0x00000001
SET ID 0x0000003c
SET NEGTH 0x00000000
SET OPTV 0x00000000
PUSH_ORDER
SET ORDER 0x00000001
SET FIBA 0x84dc0000
SET FIPN 0x00000004
SET FOPN 0x00000008
SET FDP 0x00000001
SET FPN 0x00000005
SET ROWS 0x0000001e
SET COLS 0x00000028
SET WQS 0x0000000e
SET FIQS 0x00000007
SET FOQS 0x00000007
SET MS 0x00000000
SET RETAD 0x84de8000
SET RETPN 0x00000005
SET PADS 0x00000001
SET ACT 0x00000000
SET ID 0x0000003d
SET NEGTH 0x00000000
SET OPTV 0x00000000
PUSH_ORDER
SET ORDER 0x00000001
SET FIBA 0x84b90000
SET FIPN 0x00000010
SET FOPN 0x00000008
SET FDP 0x00000001
SET FPN 0x00000002
SET ROWS 0x0000000f
SET COLS 0x00000014
SET WQS 0x0000000d
SET FIQS 0x00000007
SET FOQS 0x00000007
SET MS 0x00000000
SET RETAD 0x84e10000
SET RETPN 0x00000002
SET PADS 0x00000001
SET ACT 0x00000001
SET ID 0x0000003e
SET NEGTH 0x00000000
SET OPTV 0x00000000
PUSH_ORDER
SET ORDER 0x00000001
SET FIBA 0x84e10000
SET FIPN 0x00000004
SET FOPN 0x00000008
SET FDP 0x00000001
SET FPN 0x00000002
SET ROWS 0x0000000f
SET COLS 0x00000014
SET WQS 0x0000000d
SET FIQS 0x00000007
SET FOQS 0x00000007
SET MS 0x00000000
SET RETAD 0x84e20000
SET RETPN 0x00000002
SET PADS 0x00000001
SET ACT 0x00000001
SET ID 0x0000003f
SET NEGTH 0x00000000
SET OPTV 0x00000000
PUSH_ORDER
SET ORDER 0x00000001
SET FIBA 0x84e20000
SET FIPN 0x00000004
SET FOPN 0x00000008
SET FDP 0x00000001
SET FPN 0x00000002
SET ROWS 0x0000000f
SET COLS 0x00000014
SET WQS 0x0000000e
SET FIQS 0x00000007
SET FOQS 0x00000007
SET MS 0x00000000
SET RETAD 0x84e30000
SET RETPN 0x00000002
SET PADS 0x00000001
SET ACT 0x00000000
SET ID 0x00000040
SET NEGTH 0x00000000
SET OPTV 0x00000000
PUSH_ORDER
SET ORDER 0x00000001
SET FIBA 0x848b0000
SET FIPN 0x00000004
SET FOPN 0x0000000a
SET FDP 0x00000001
SET FPN 0x00000013
SET ROWS 0x0000003c
SET COLS 0x00000050
SET WQS 0x0000000e
SET FIQS 0x00000007
SET FOQS 0x00000007
SET MS 0x00000000
SET RETAD 0x84e40000
SET RETPN 0x00000013
SET PADS 0x00000001
SET ACT 0x00000001
SET ID 0x00000041
SET NEGTH 0x00000000
SET OPTV 0x00000000
PUSH_ORDER
SET ORDER 0x00000001
SET FIBA 0x84e40000
SET FIPN 0x00000005
SET FOPN 0x0000000a
SET FDP 0x00000001
SET FPN 0x00000013
SET ROWS 0x0000003c
SET COLS 0x00000050
SET WQS 0x0000000b
SET FIQS 0x00000007
SET FOQS 0x00000007
SET MS 0x00000000
SET RETAD 0x84efe000
SET RETPN 0x00000013
SET PADS 0x00000001
SET ACT 0x00000001
SET ID 0x00000042
SET NEGTH 0x00000000
SET OPTV 0x00000000
PUSH_ORDER
SET ORDER 0x00000001
SET FIBA 0x84efe000
SET FIPN 0x00000005
SET FOPN 0x0000000a
SET FDP 0x00000001
SET FPN 0x00000013
SET ROWS 0x0000003c
SET COLS 0x00000050
SET WQS 0x0000000f
SET FIQS 0x00000007
SET FOQS 0x00000007
SET MS 0x00000000
SET RETAD 0x84fbc000
SET RETPN 0x00000013
SET PADS 0x00000001
SET ACT 0x00000001
SET ID 0x00000043
SET NEGTH 0xff4f0000
SET OPTV 0x00000000
PUSH_ORDER
SET ORDER 0x00000001
SET FIBA 0x84a60000
SET FIPN 0x00000008
SET FOPN 0x0000000a
SET FDP 0x00000001
SET FPN 0x00000005
SET ROWS 0x0000001e
SET COLS 0x00000028
SET WQS 0x0000000e
SET FIQS 0x00000007
SET FOQS 0x00000007
SET MS 0x00000000
SET RETAD 0x8507a000
SET RETPN 0x00000005
SET PADS 0x00000001
SET ACT 0x00000001
SET ID 0x00000044
SET NEGTH 0x00000000
SET OPTV 0x00000000
PUSH_ORDER
SET ORDER 0x00000001
SET FIBA 0x8507a000
SET FIPN 0x00000005
SET FOPN 0x0000000a
SET FDP 0x00000001
SET FPN 0x00000005
SET ROWS 0x0000001e
SET COLS 0x00000028
SET WQS 0x0000000a
SET FIQS 0x00000007
SET FOQS 0x00000007
SET MS 0x00000000
SET RETAD 0x850ac000
SET RETPN 0x00000005
SET PADS 0x00000001
SET ACT 0x00000001
SET ID 0x00000045
SET NEGTH 0x00000000
SET OPTV 0x00000000
PUSH_ORDER
SET ORDER 0x00000001
SET FIBA 0x850ac000
SET FIPN 0x00000005
SET FOPN 0x0000000a
SET FDP 0x00000001
SET FPN 0x00000005
SET ROWS 0x0000001e
SET COLS 0x00000028
SET WQS 0x0000000f
SET FIQS 0x00000007
SET FOQS 0x00000007
SET MS 0x00000000
SET RETAD 0x850de000
SET RETPN 0x00000005
SET PADS 0x00000001
SET ACT 0x00000001
SET ID 0x00000046
SET NEGTH 0xff4f0000
SET OPTV 0x00000000
PUSH_ORDER
SET ORDER 0x00000001
SET FIBA 0x84b90000
SET FIPN 0x00000010
SET FOPN 0x0000000a
SET FDP 0x00000001
SET FPN 0x00000002
SET ROWS 0x0000000f
SET COLS 0x00000014
SET WQS 0x0000000d
SET FIQS 0x00000007
SET FOQS 0x00000007
SET MS 0x00000000
SET RETAD 0x85110000
SET RETPN 0x00000002
SET PADS 0x00000001
SET ACT 0x00000001
SET ID 0x00000047
SET NEGTH 0x00000000
SET OPTV 0x00000000
PUSH_ORDER
SET ORDER 0x00000001
SET FIBA 0x85110000
SET FIPN 0x00000005
SET FOPN 0x0000000a
SET FDP 0x00000001
SET FPN 0x00000002
SET ROWS 0x0000000f
SET COLS 0x00000014
SET WQS 0x0000000a
SET FIQS 0x00000007
SET FOQS 0x00000007
SET MS 0x00000000
SET RETAD 0x85124000
SET RETPN 0x00000002
SET PADS 0x00000001
SET ACT 0x00000001
SET ID 0x00000048
SET NEGTH 0x00000000
SET OPTV 0x00000000
PUSH_ORDER
SET ORDER 0x00000001
SET FIBA 0x85124000
SET FIPN 0x00000005
SET FOPN 0x0000000a
SET FDP 0x00000001
SET FPN 0x00000002
SET ROWS 0x0000000f
SET COLS 0x00000014
SET WQS 0x0000000f
SET FIQS 0x00000007
SET FOQS 0x00000007
SET MS 0x00000000
SET RETAD 0x85138000
SET RETPN 0x00000002
SET PADS 0x00000001
SET ACT 0x00000001
SET ID 0x00000049
SET NEGTH 0xff4f0000
SET OPTV 0x00000000
PUSH_ORDER
SET ORDER 0x00000001
SET FIBA 0x84fbc000
SET FIPN 0x00000005
SET FOPN 0x00000001
SET FDP 0x00000001
SET FPN 0x00000013
SET ROWS 0x0000003c
SET COLS 0x00000050
SET WQS 0x00000000
SET FIQS 0x00000007
SET FOQS 0x00000007
SET MS 0x00000000
SET RETAD 0x8514c000
SET RETPN 0x00000013
SET PADS 0x00000001
SET ACT 0x00000000
SET ID 0x0000004a
SET NEGTH 0x00000000
SET OPTV 0x00000000
PUSH_ORDER
SET ORDER 0x00000001
SET FIBA 0x850de000
SET FIPN 0x00000005
SET FOPN 0x00000001
SET FDP 0x00000001
SET FPN 0x00000005
SET ROWS 0x0000001e
SET COLS 0x00000028
SET WQS 0x00000000
SET FIQS 0x00000007
SET FOQS 0x00000007
SET MS 0x00000000
SET RETAD 0x8515f000
SET RETPN 0x00000005
SET PADS 0x00000001
SET ACT 0x00000000
SET ID 0x0000004b
SET NEGTH 0x00000000
SET OPTV 0x00000000
PUSH_ORDER
SET ORDER 0x00000001
SET FIBA 0x85138000
SET FIPN 0x00000005
SET FOPN 0x00000001
SET FDP 0x00000001
SET FPN 0x00000002
SET ROWS 0x0000000f
SET COLS 0x00000014
SET WQS 0x00000000
SET FIQS 0x00000007
SET FOQS 0x00000007
SET MS 0x00000000
SET RETAD 0x85164000
SET RETPN 0x00000002
SET PADS 0x00000001
SET ACT 0x00000000
SET ID 0x0000004c
SET NEGTH 0x00000000
SET OPTV 0x00000000
PUSH_ORDER
SET ORDER 0x00000005
PUSH_ORDER
Use the Axi-lite to write the above code to the Accelerator. You can use xilinx's process system to operate. The hardware project will be provided in the future.
- Filter hardware implementation
cd Neural-Network-Accelerator\compile\imageprocess
python Filter.py --Operator 1
Then we will get two files in the Neural-Network-Accelerator\compile\compile_out folder, which is instruction.bin and WeightAndBias.bin. The instruction.bin file is the hardware machine code, and the WeightAndBias.bin file is the weight and bias of the model. The Filter hardware machine code is show as below:
REFRESH_ORDER
SET WLEN 0x011B0000
SET ORDER 0x00000001
SET FIBA 0x81000000
SET FIPN 0x00000001
SET FOPN 0x00000001
SET FDP 0x00000000
SET FPN 0x000004b0
SET ROWS 0x000001e0
SET COLS 0x00000280
SET WQS 0x00000007
SET FIQS 0x00000007
SET FOQS 0x00000007
SET MS 0x00000000
SET RETAD 0x00000280
SET RETPN 0x000004b0
SET PADS 0x00000001
SET ACT 0x00000000
SET ID 0x00000000
SET NEGTH 0x00000000
SET OPTV 0x00000001
PUSH_ORDER
SET ORDER 0x00000005
PUSH_ORDER
- Expand the versatility and attempt to achieve convolution with convolutional kernels of different sizes through scheduling while keeping the array topology unchanged.
- Deploy other Convolutional Neural Network tasks on the accelerator, such as image compression, image denoising, etc.
Bilibili: https://space.bilibili.com/288251497?spm_id_from=333.788.0.0