Add Repo: zhan6841_FPGA-Accelerator-for-AES-LeNet-VGG16
Browse files- zhan6841_FPGA-Accelerator-for-AES-LeNet-VGG16/AES/AES_DEC.v +85 -0
- zhan6841_FPGA-Accelerator-for-AES-LeNet-VGG16/AES/AES_ENC.v +85 -0
- zhan6841_FPGA-Accelerator-for-AES-LeNet-VGG16/AES/DecCore.v +74 -0
- zhan6841_FPGA-Accelerator-for-AES-LeNet-VGG16/AES/EncCore.v +74 -0
- zhan6841_FPGA-Accelerator-for-AES-LeNet-VGG16/AES/InvMixColumns.v +83 -0
- zhan6841_FPGA-Accelerator-for-AES-LeNet-VGG16/AES/InvSubBytes.v +68 -0
- zhan6841_FPGA-Accelerator-for-AES-LeNet-VGG16/AES/MixColumns.v +73 -0
- zhan6841_FPGA-Accelerator-for-AES-LeNet-VGG16/AES/README.md +1 -0
- zhan6841_FPGA-Accelerator-for-AES-LeNet-VGG16/AES/SubBytes.v +68 -0
- zhan6841_FPGA-Accelerator-for-AES-LeNet-VGG16/AES/aes.c +6 -0
- zhan6841_FPGA-Accelerator-for-AES-LeNet-VGG16/AES/aes.h +88 -0
- zhan6841_FPGA-Accelerator-for-AES-LeNet-VGG16/AES/aes_selftest.c +60 -0
- zhan6841_FPGA-Accelerator-for-AES-LeNet-VGG16/LeNet/LeNet.c +6 -0
- zhan6841_FPGA-Accelerator-for-AES-LeNet-VGG16/LeNet/LeNet.h +81 -0
- zhan6841_FPGA-Accelerator-for-AES-LeNet-VGG16/LeNet/LeNet_selftest.c +60 -0
- zhan6841_FPGA-Accelerator-for-AES-LeNet-VGG16/LeNet/README.md +1 -0
- zhan6841_FPGA-Accelerator-for-AES-LeNet-VGG16/LeNet/complete.v +116 -0
- zhan6841_FPGA-Accelerator-for-AES-LeNet-VGG16/LeNet/conv_1.v +278 -0
- zhan6841_FPGA-Accelerator-for-AES-LeNet-VGG16/LeNet/conv_2.v +275 -0
- zhan6841_FPGA-Accelerator-for-AES-LeNet-VGG16/LeNet/fc_1.v +272 -0
- zhan6841_FPGA-Accelerator-for-AES-LeNet-VGG16/LeNet/fc_2.v +276 -0
- zhan6841_FPGA-Accelerator-for-AES-LeNet-VGG16/LeNet/lenet_top.v +583 -0
- zhan6841_FPGA-Accelerator-for-AES-LeNet-VGG16/LeNet/max_pool.v +39 -0
- zhan6841_FPGA-Accelerator-for-AES-LeNet-VGG16/LeNet/multi_add.v +72 -0
- zhan6841_FPGA-Accelerator-for-AES-LeNet-VGG16/LeNet/pool_1.v +189 -0
- zhan6841_FPGA-Accelerator-for-AES-LeNet-VGG16/LeNet/pool_2.v +189 -0
- zhan6841_FPGA-Accelerator-for-AES-LeNet-VGG16/LeNet/relu_1.v +31 -0
- zhan6841_FPGA-Accelerator-for-AES-LeNet-VGG16/README.md +4 -0
- zhan6841_FPGA-Accelerator-for-AES-LeNet-VGG16/VGG16/README.md +1 -0
- zhan6841_FPGA-Accelerator-for-AES-LeNet-VGG16/VGG16/bram_top.v +212 -0
- zhan6841_FPGA-Accelerator-for-AES-LeNet-VGG16/VGG16/conv.v +555 -0
- zhan6841_FPGA-Accelerator-for-AES-LeNet-VGG16/VGG16/fc.v +252 -0
- zhan6841_FPGA-Accelerator-for-AES-LeNet-VGG16/VGG16/max_pool.v +38 -0
- zhan6841_FPGA-Accelerator-for-AES-LeNet-VGG16/VGG16/mult_add.v +73 -0
- zhan6841_FPGA-Accelerator-for-AES-LeNet-VGG16/VGG16/pool.v +198 -0
- zhan6841_FPGA-Accelerator-for-AES-LeNet-VGG16/VGG16/relu.v +31 -0
- zhan6841_FPGA-Accelerator-for-AES-LeNet-VGG16/VGG16/vgg16.c +6 -0
- zhan6841_FPGA-Accelerator-for-AES-LeNet-VGG16/VGG16/vgg16.h +85 -0
- zhan6841_FPGA-Accelerator-for-AES-LeNet-VGG16/VGG16/vgg16_selftest.c +60 -0
- zhan6841_FPGA-Accelerator-for-AES-LeNet-VGG16/VGG16/vgg16_top.v +790 -0
zhan6841_FPGA-Accelerator-for-AES-LeNet-VGG16/AES/AES_DEC.v
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`timescale 1ns / 1ps
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//////////////////////////////////////////////////////////////////////////////////
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// Company:
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// Engineer:
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//
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// Create Date: 12/05/2017 04:35:07 AM
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// Design Name:
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// Module Name: AES_DEC
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// Project Name:
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// Target Devices:
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// Tool Versions:
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// Description:
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//
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// Dependencies:
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//
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// Revision:
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// Revision 0.01 - File Created
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// Additional Comments:
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//
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//////////////////////////////////////////////////////////////////////////////////
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module AES_DEC(
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Din, Key, Dout, Drdy, Krdy, RSTn, EN, CLK, BSY, Dvld
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);
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input [127:0] Din; // Data input
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input [127:0] Key; // Key input
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output [127:0] Dout; // Data output
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input Drdy; // Data input ready
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input Krdy; // Key input ready
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input RSTn; // Reset (Low active)
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input EN; // AES circuit enable
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input CLK; // System clock
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output BSY; // Busy signal
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output Dvld; // Data output valid
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reg [127:0] Drg; // Data register
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reg [127:0] Krg; // Key register
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reg [127:0] KrgX; // Temporary key Register
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reg [9:0] Rrg; // Round counter
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reg Dvldrg, BSYrg;
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wire [127:0] Dnext, Knext;
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DecCore DC (Drg, KrgX, Rrg, Dnext, Knext);
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assign Dvld = Dvldrg;
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assign Dout = Drg;
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assign BSY = BSYrg;
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always @(posedge CLK) begin
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if (RSTn == 0) begin
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Rrg <= 10'b1000000000;
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Dvldrg <= 0;
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BSYrg <= 0;
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end
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else if (EN == 1) begin
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if (BSYrg == 0) begin
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if (Krdy == 1) begin
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Krg <= Key;
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KrgX <= Key;
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Dvldrg <= 0;
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end
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else if (Drdy == 1) begin
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KrgX <= Knext;
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Drg <= Din ^ Krg;
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Rrg <= {Rrg[0], Rrg[9:1]};
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Dvldrg <= 0;
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BSYrg <= 1;
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end
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end
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else begin
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Drg <= Dnext;
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if (Rrg[9] == 1) begin
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KrgX <= Krg;
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Dvldrg <= 1;
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BSYrg <= 0;
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end
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else begin
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Rrg <= {Rrg[0], Rrg[9:1]};
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KrgX <= Knext;
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end
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end
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end
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end
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endmodule
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zhan6841_FPGA-Accelerator-for-AES-LeNet-VGG16/AES/AES_ENC.v
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`timescale 1ns / 1ps
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//////////////////////////////////////////////////////////////////////////////////
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// Company:
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| 4 |
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// Engineer:
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| 5 |
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//
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| 6 |
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// Create Date: 12/05/2017 04:34:04 AM
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// Design Name:
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| 8 |
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// Module Name: AES_ENC
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| 9 |
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// Project Name:
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| 10 |
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// Target Devices:
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| 11 |
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// Tool Versions:
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| 12 |
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// Description:
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| 13 |
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//
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| 14 |
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// Dependencies:
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| 15 |
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//
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| 16 |
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// Revision:
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| 17 |
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// Revision 0.01 - File Created
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| 18 |
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// Additional Comments:
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| 19 |
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//
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//////////////////////////////////////////////////////////////////////////////////
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module AES_ENC(
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Din, Key, Dout, Drdy, Krdy, RSTn, EN, CLK, BSY, Dvld
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);
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input [127:0] Din; // Data input
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input [127:0] Key; // Key input
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output [127:0] Dout; // Data output
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input Drdy; // Data input ready
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input Krdy; // Key input ready
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input RSTn; // Reset (Low active)
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input EN; // AES circuit enable
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input CLK; // System clock
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output BSY; // Busy signal
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output Dvld; // Data output valid
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reg [127:0] Drg; // Data register
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reg [127:0] Krg; // Key register
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reg [127:0] KrgX; // Temporary key Register
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reg [9:0] Rrg; // Round counter
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reg Dvldrg, BSYrg;
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wire [127:0] Dnext, Knext;
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EncCore EC (Drg, KrgX, Rrg, Dnext, Knext);
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assign Dvld = Dvldrg;
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assign Dout = Drg;
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assign BSY = BSYrg;
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always @(posedge CLK) begin
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if (RSTn == 0) begin
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Rrg <= 10'b0000000001;
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Dvldrg <= 0;
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BSYrg <= 0;
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| 55 |
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end
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else if (EN == 1) begin
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| 57 |
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if (BSYrg == 0) begin
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| 58 |
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if (Krdy == 1) begin
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Krg <= Key;
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| 60 |
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KrgX <= Key;
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Dvldrg <= 0;
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end
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else if (Drdy == 1) begin
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Rrg <= {Rrg[8:0], Rrg[9]};
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KrgX <= Knext;
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Drg <= Din ^ Krg;
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Dvldrg <= 0;
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BSYrg <= 1;
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end
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end
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else begin
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Drg <= Dnext;
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if (Rrg[0] == 1) begin
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KrgX <= Krg;
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| 75 |
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Dvldrg <= 1;
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BSYrg <= 0;
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end
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else begin
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| 79 |
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Rrg <= {Rrg[8:0], Rrg[9]};
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KrgX <= Knext;
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| 81 |
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end
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| 82 |
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end
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end
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| 84 |
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end
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endmodule
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zhan6841_FPGA-Accelerator-for-AES-LeNet-VGG16/AES/DecCore.v
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| 1 |
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`timescale 1ns / 1ps
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| 2 |
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//////////////////////////////////////////////////////////////////////////////////
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| 3 |
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// Company:
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| 4 |
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// Engineer:
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| 5 |
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//
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| 6 |
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// Create Date: 12/05/2017 04:33:03 AM
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| 7 |
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// Design Name:
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| 8 |
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// Module Name: DecCore
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| 9 |
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// Project Name:
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| 10 |
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// Target Devices:
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| 11 |
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// Tool Versions:
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| 12 |
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// Description:
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| 13 |
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//
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| 14 |
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// Dependencies:
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| 15 |
+
//
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| 16 |
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// Revision:
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| 17 |
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// Revision 0.01 - File Created
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| 18 |
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// Additional Comments:
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| 19 |
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//
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| 20 |
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//////////////////////////////////////////////////////////////////////////////////
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module DecCore(
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di, ki, Rrg, do, ko
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);
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input [127:0] di;
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| 27 |
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input [127:0] ki;
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| 28 |
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input [9:0] Rrg;
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output [127:0] do;
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output [127:0] ko;
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wire [127:0] sb, sr, mx, dx;
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wire [31:0] so;
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InvMixColumns MX3 (di[127:96], mx[127:96]);
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InvMixColumns MX2 (di[ 95:64], mx[ 95:64]);
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InvMixColumns MX1 (di[ 63:32], mx[ 63:32]);
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InvMixColumns MX0 (di[ 31: 0], mx[ 31: 0]);
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assign dx = (Rrg[8] == 1)? di: mx;
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assign sr = {dx[127:120], dx[ 23: 16], dx[ 47: 40], dx[ 71: 64],
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dx[ 95: 88], dx[119:112], dx[ 15: 8], dx[ 39: 32],
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| 43 |
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dx[ 63: 56], dx[ 87: 80], dx[111:104], dx[ 7: 0],
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| 44 |
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dx[ 31: 24], dx[ 55: 48], dx[ 79: 72], dx[103: 96]};
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+
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| 46 |
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InvSubBytes SB3 (sr[127:96], sb[127:96]);
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| 47 |
+
InvSubBytes SB2 (sr[ 95:64], sb[ 95:64]);
|
| 48 |
+
InvSubBytes SB1 (sr[ 63:32], sb[ 63:32]);
|
| 49 |
+
InvSubBytes SB0 (sr[ 31: 0], sb[ 31: 0]);
|
| 50 |
+
|
| 51 |
+
assign do = sb ^ ki;
|
| 52 |
+
|
| 53 |
+
function [7:0] rcon;
|
| 54 |
+
input [9:0] x;
|
| 55 |
+
casex (x)
|
| 56 |
+
10'bxxxxxxxxx1: rcon = 8'h01;
|
| 57 |
+
10'bxxxxxxxx1x: rcon = 8'h02;
|
| 58 |
+
10'bxxxxxxx1xx: rcon = 8'h04;
|
| 59 |
+
10'bxxxxxx1xxx: rcon = 8'h08;
|
| 60 |
+
10'bxxxxx1xxxx: rcon = 8'h10;
|
| 61 |
+
10'bxxxx1xxxxx: rcon = 8'h20;
|
| 62 |
+
10'bxxx1xxxxxx: rcon = 8'h40;
|
| 63 |
+
10'bxx1xxxxxxx: rcon = 8'h80;
|
| 64 |
+
10'bx1xxxxxxxx: rcon = 8'h1b;
|
| 65 |
+
10'b1xxxxxxxxx: rcon = 8'h36;
|
| 66 |
+
endcase
|
| 67 |
+
endfunction
|
| 68 |
+
|
| 69 |
+
SubBytes SBK ({ko[23:16], ko[15:8], ko[7:0], ko[31:24]}, so);
|
| 70 |
+
assign ko[127:96] = ki[127:96] ^ {so[31:24] ^ rcon(Rrg), so[23: 0]};
|
| 71 |
+
assign ko[ 95:64] = ki[ 95:64] ^ ki[127:96];
|
| 72 |
+
assign ko[ 63:32] = ki[ 63:32] ^ ki[ 95:64];
|
| 73 |
+
assign ko[ 31: 0] = ki[ 31: 0] ^ ki[ 63:32];
|
| 74 |
+
endmodule
|
zhan6841_FPGA-Accelerator-for-AES-LeNet-VGG16/AES/EncCore.v
ADDED
|
@@ -0,0 +1,74 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
`timescale 1ns / 1ps
|
| 2 |
+
//////////////////////////////////////////////////////////////////////////////////
|
| 3 |
+
// Company:
|
| 4 |
+
// Engineer:
|
| 5 |
+
//
|
| 6 |
+
// Create Date: 12/05/2017 04:31:23 AM
|
| 7 |
+
// Design Name:
|
| 8 |
+
// Module Name: EncCore
|
| 9 |
+
// Project Name:
|
| 10 |
+
// Target Devices:
|
| 11 |
+
// Tool Versions:
|
| 12 |
+
// Description:
|
| 13 |
+
//
|
| 14 |
+
// Dependencies:
|
| 15 |
+
//
|
| 16 |
+
// Revision:
|
| 17 |
+
// Revision 0.01 - File Created
|
| 18 |
+
// Additional Comments:
|
| 19 |
+
//
|
| 20 |
+
//////////////////////////////////////////////////////////////////////////////////
|
| 21 |
+
|
| 22 |
+
|
| 23 |
+
module EncCore(
|
| 24 |
+
di, ki, Rrg, do, ko
|
| 25 |
+
);
|
| 26 |
+
input [127:0] di;
|
| 27 |
+
input [127:0] ki;
|
| 28 |
+
input [9:0] Rrg;
|
| 29 |
+
output [127:0] do;
|
| 30 |
+
output [127:0] ko;
|
| 31 |
+
|
| 32 |
+
wire [127:0] sb, sr, mx;
|
| 33 |
+
wire [31:0] so;
|
| 34 |
+
|
| 35 |
+
SubBytes SB3 (di[127:96], sb[127:96]);
|
| 36 |
+
SubBytes SB2 (di[ 95:64], sb[ 95:64]);
|
| 37 |
+
SubBytes SB1 (di[ 63:32], sb[ 63:32]);
|
| 38 |
+
SubBytes SB0 (di[ 31: 0], sb[ 31: 0]);
|
| 39 |
+
|
| 40 |
+
assign sr = {sb[127:120], sb[ 87: 80], sb[ 47: 40], sb[ 7: 0],
|
| 41 |
+
sb[ 95: 88], sb[ 55: 48], sb[ 15: 8], sb[103: 96],
|
| 42 |
+
sb[ 63: 56], sb[ 23: 16], sb[111:104], sb[ 71: 64],
|
| 43 |
+
sb[ 31: 24], sb[119:112], sb[ 79: 72], sb[ 39: 32]};
|
| 44 |
+
|
| 45 |
+
MixColumns MX3 (sr[127:96], mx[127:96]);
|
| 46 |
+
MixColumns MX2 (sr[ 95:64], mx[ 95:64]);
|
| 47 |
+
MixColumns MX1 (sr[ 63:32], mx[ 63:32]);
|
| 48 |
+
MixColumns MX0 (sr[ 31: 0], mx[ 31: 0]);
|
| 49 |
+
|
| 50 |
+
assign do = ((Rrg[0] == 1)? sr: mx) ^ ki;
|
| 51 |
+
|
| 52 |
+
function [7:0] rcon;
|
| 53 |
+
input [9:0] x;
|
| 54 |
+
casex (x)
|
| 55 |
+
10'bxxxxxxxxx1: rcon = 8'h01;
|
| 56 |
+
10'bxxxxxxxx1x: rcon = 8'h02;
|
| 57 |
+
10'bxxxxxxx1xx: rcon = 8'h04;
|
| 58 |
+
10'bxxxxxx1xxx: rcon = 8'h08;
|
| 59 |
+
10'bxxxxx1xxxx: rcon = 8'h10;
|
| 60 |
+
10'bxxxx1xxxxx: rcon = 8'h20;
|
| 61 |
+
10'bxxx1xxxxxx: rcon = 8'h40;
|
| 62 |
+
10'bxx1xxxxxxx: rcon = 8'h80;
|
| 63 |
+
10'bx1xxxxxxxx: rcon = 8'h1b;
|
| 64 |
+
10'b1xxxxxxxxx: rcon = 8'h36;
|
| 65 |
+
endcase
|
| 66 |
+
endfunction
|
| 67 |
+
|
| 68 |
+
SubBytes SBK ({ki[23:16], ki[15:8], ki[7:0], ki[31:24]}, so);
|
| 69 |
+
|
| 70 |
+
assign ko[127:96] = ki[127:96] ^ {so[31:24] ^ rcon(Rrg), so[23: 0]};
|
| 71 |
+
assign ko[ 95:64] = ki[ 95:64] ^ ko[127:96];
|
| 72 |
+
assign ko[ 63:32] = ki[ 63:32] ^ ko[ 95:64];
|
| 73 |
+
assign ko[ 31: 0] = ki[ 31: 0] ^ ko[ 63:32];
|
| 74 |
+
endmodule
|
zhan6841_FPGA-Accelerator-for-AES-LeNet-VGG16/AES/InvMixColumns.v
ADDED
|
@@ -0,0 +1,83 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
`timescale 1ns / 1ps
|
| 2 |
+
//////////////////////////////////////////////////////////////////////////////////
|
| 3 |
+
// Company:
|
| 4 |
+
// Engineer:
|
| 5 |
+
//
|
| 6 |
+
// Create Date: 12/05/2017 04:28:25 AM
|
| 7 |
+
// Design Name:
|
| 8 |
+
// Module Name: InvMixColumns
|
| 9 |
+
// Project Name:
|
| 10 |
+
// Target Devices:
|
| 11 |
+
// Tool Versions:
|
| 12 |
+
// Description:
|
| 13 |
+
//
|
| 14 |
+
// Dependencies:
|
| 15 |
+
//
|
| 16 |
+
// Revision:
|
| 17 |
+
// Revision 0.01 - File Created
|
| 18 |
+
// Additional Comments:
|
| 19 |
+
//
|
| 20 |
+
//////////////////////////////////////////////////////////////////////////////////
|
| 21 |
+
|
| 22 |
+
|
| 23 |
+
module InvMixColumns(
|
| 24 |
+
x, y
|
| 25 |
+
);
|
| 26 |
+
input [31:0] x;
|
| 27 |
+
output [31:0] y;
|
| 28 |
+
|
| 29 |
+
wire [7:0] a3, a2, a1, a0, b3, b2, b1, b0;
|
| 30 |
+
wire [7:0] c3, c2, c1, c0, d3, d2, d1, d0;
|
| 31 |
+
|
| 32 |
+
assign a3 = x[31:24];
|
| 33 |
+
assign a2 = x[23:16];
|
| 34 |
+
assign a1 = x[15: 8];
|
| 35 |
+
assign a0 = x[ 7: 0];
|
| 36 |
+
|
| 37 |
+
assign b3 = a3 ^ a2;
|
| 38 |
+
assign b2 = a2 ^ a1;
|
| 39 |
+
assign b1 = a1 ^ a0;
|
| 40 |
+
assign b0 = a0 ^ a3;
|
| 41 |
+
|
| 42 |
+
assign c3 = {a2[7] ^ b1[7] ^ b3[6],
|
| 43 |
+
a2[6] ^ b1[6] ^ b3[5],
|
| 44 |
+
a2[5] ^ b1[5] ^ b3[4],
|
| 45 |
+
a2[4] ^ b1[4] ^ b3[3] ^ b3[7],
|
| 46 |
+
a2[3] ^ b1[3] ^ b3[2] ^ b3[7],
|
| 47 |
+
a2[2] ^ b1[2] ^ b3[1],
|
| 48 |
+
a2[1] ^ b1[1] ^ b3[0] ^ b3[7],
|
| 49 |
+
a2[0] ^ b1[0] ^ b3[7]};
|
| 50 |
+
assign c2 = {a3[7] ^ b1[7] ^ b2[6],
|
| 51 |
+
a3[6] ^ b1[6] ^ b2[5],
|
| 52 |
+
a3[5] ^ b1[5] ^ b2[4],
|
| 53 |
+
a3[4] ^ b1[4] ^ b2[3] ^ b2[7],
|
| 54 |
+
a3[3] ^ b1[3] ^ b2[2] ^ b2[7],
|
| 55 |
+
a3[2] ^ b1[2] ^ b2[1],
|
| 56 |
+
a3[1] ^ b1[1] ^ b2[0] ^ b2[7],
|
| 57 |
+
a3[0] ^ b1[0] ^ b2[7]};
|
| 58 |
+
assign c1 = {a0[7] ^ b3[7] ^ b1[6],
|
| 59 |
+
a0[6] ^ b3[6] ^ b1[5],
|
| 60 |
+
a0[5] ^ b3[5] ^ b1[4],
|
| 61 |
+
a0[4] ^ b3[4] ^ b1[3] ^ b1[7],
|
| 62 |
+
a0[3] ^ b3[3] ^ b1[2] ^ b1[7],
|
| 63 |
+
a0[2] ^ b3[2] ^ b1[1],
|
| 64 |
+
a0[1] ^ b3[1] ^ b1[0] ^ b1[7],
|
| 65 |
+
a0[0] ^ b3[0] ^ b1[7]};
|
| 66 |
+
assign c0 = {a1[7] ^ b3[7] ^ b0[6],
|
| 67 |
+
a1[6] ^ b3[6] ^ b0[5],
|
| 68 |
+
a1[5] ^ b3[5] ^ b0[4],
|
| 69 |
+
a1[4] ^ b3[4] ^ b0[3] ^ b0[7],
|
| 70 |
+
a1[3] ^ b3[3] ^ b0[2] ^ b0[7],
|
| 71 |
+
a1[2] ^ b3[2] ^ b0[1],
|
| 72 |
+
a1[1] ^ b3[1] ^ b0[0] ^ b0[7],
|
| 73 |
+
a1[0] ^ b3[0] ^ b0[7]};
|
| 74 |
+
assign d3 = {c3[5], c3[4], c3[3] ^ c3[7], c3[2] ^ c3[7] ^ c3[6],
|
| 75 |
+
c3[1] ^ c3[6], c3[0] ^ c3[7], c3[7] ^ c3[6], c3[6]};
|
| 76 |
+
assign d2 = {c2[5], c2[4], c2[3] ^ c2[7], c2[2] ^ c2[7] ^ c2[6],
|
| 77 |
+
c2[1] ^ c2[6], c2[0] ^ c2[7], c2[7] ^ c2[6], c2[6]};
|
| 78 |
+
assign d1 = {c1[5], c1[4], c1[3] ^ c1[7], c1[2] ^ c1[7] ^ c1[6],
|
| 79 |
+
c1[1] ^ c1[6], c1[0] ^ c1[7], c1[7] ^ c1[6], c1[6]};
|
| 80 |
+
assign d0 = {c0[5], c0[4], c0[3] ^ c0[7], c0[2] ^ c0[7] ^ c0[6],
|
| 81 |
+
c0[1] ^ c0[6], c0[0] ^ c0[7], c0[7] ^ c0[6], c0[6]};
|
| 82 |
+
assign y = {d3 ^ d1 ^ c3, d2 ^ d0 ^ c2, d3 ^ d1 ^ c1, d2 ^ d0 ^ c0};
|
| 83 |
+
endmodule
|
zhan6841_FPGA-Accelerator-for-AES-LeNet-VGG16/AES/InvSubBytes.v
ADDED
|
@@ -0,0 +1,68 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
`timescale 1ns / 1ps
|
| 2 |
+
//////////////////////////////////////////////////////////////////////////////////
|
| 3 |
+
// Company:
|
| 4 |
+
// Engineer:
|
| 5 |
+
//
|
| 6 |
+
// Create Date: 12/05/2017 04:19:48 AM
|
| 7 |
+
// Design Name:
|
| 8 |
+
// Module Name: InvSubBytes
|
| 9 |
+
// Project Name:
|
| 10 |
+
// Target Devices:
|
| 11 |
+
// Tool Versions:
|
| 12 |
+
// Description:
|
| 13 |
+
//
|
| 14 |
+
// Dependencies:
|
| 15 |
+
//
|
| 16 |
+
// Revision:
|
| 17 |
+
// Revision 0.01 - File Created
|
| 18 |
+
// Additional Comments:
|
| 19 |
+
//
|
| 20 |
+
//////////////////////////////////////////////////////////////////////////////////
|
| 21 |
+
|
| 22 |
+
|
| 23 |
+
module InvSubBytes(
|
| 24 |
+
x, y
|
| 25 |
+
);
|
| 26 |
+
input [31:0] x;
|
| 27 |
+
output [31:0] y;
|
| 28 |
+
|
| 29 |
+
function [7:0] S;
|
| 30 |
+
input [7:0] x;
|
| 31 |
+
case (x)
|
| 32 |
+
0:S= 82; 1:S= 9; 2:S=106; 3:S=213; 4:S= 48; 5:S= 54; 6:S=165; 7:S= 56;
|
| 33 |
+
8:S=191; 9:S= 64; 10:S=163; 11:S=158; 12:S=129; 13:S=243; 14:S=215; 15:S=251;
|
| 34 |
+
16:S=124; 17:S=227; 18:S= 57; 19:S=130; 20:S=155; 21:S= 47; 22:S=255; 23:S=135;
|
| 35 |
+
24:S= 52; 25:S=142; 26:S= 67; 27:S= 68; 28:S=196; 29:S=222; 30:S=233; 31:S=203;
|
| 36 |
+
32:S= 84; 33:S=123; 34:S=148; 35:S= 50; 36:S=166; 37:S=194; 38:S= 35; 39:S= 61;
|
| 37 |
+
40:S=238; 41:S= 76; 42:S=149; 43:S= 11; 44:S= 66; 45:S=250; 46:S=195; 47:S= 78;
|
| 38 |
+
48:S= 8; 49:S= 46; 50:S=161; 51:S=102; 52:S= 40; 53:S=217; 54:S= 36; 55:S=178;
|
| 39 |
+
56:S=118; 57:S= 91; 58:S=162; 59:S= 73; 60:S=109; 61:S=139; 62:S=209; 63:S= 37;
|
| 40 |
+
64:S=114; 65:S=248; 66:S=246; 67:S=100; 68:S=134; 69:S=104; 70:S=152; 71:S= 22;
|
| 41 |
+
72:S=212; 73:S=164; 74:S= 92; 75:S=204; 76:S= 93; 77:S=101; 78:S=182; 79:S=146;
|
| 42 |
+
80:S=108; 81:S=112; 82:S= 72; 83:S= 80; 84:S=253; 85:S=237; 86:S=185; 87:S=218;
|
| 43 |
+
88:S= 94; 89:S= 21; 90:S= 70; 91:S= 87; 92:S=167; 93:S=141; 94:S=157; 95:S=132;
|
| 44 |
+
96:S=144; 97:S=216; 98:S=171; 99:S= 0; 100:S=140; 101:S=188; 102:S=211; 103:S= 10;
|
| 45 |
+
104:S=247; 105:S=228; 106:S= 88; 107:S= 5; 108:S=184; 109:S=179; 110:S= 69; 111:S= 6;
|
| 46 |
+
112:S=208; 113:S= 44; 114:S= 30; 115:S=143; 116:S=202; 117:S= 63; 118:S= 15; 119:S= 2;
|
| 47 |
+
120:S=193; 121:S=175; 122:S=189; 123:S= 3; 124:S= 1; 125:S= 19; 126:S=138; 127:S=107;
|
| 48 |
+
128:S= 58; 129:S=145; 130:S= 17; 131:S= 65; 132:S= 79; 133:S=103; 134:S=220; 135:S=234;
|
| 49 |
+
136:S=151; 137:S=242; 138:S=207; 139:S=206; 140:S=240; 141:S=180; 142:S=230; 143:S=115;
|
| 50 |
+
144:S=150; 145:S=172; 146:S=116; 147:S= 34; 148:S=231; 149:S=173; 150:S= 53; 151:S=133;
|
| 51 |
+
152:S=226; 153:S=249; 154:S= 55; 155:S=232; 156:S= 28; 157:S=117; 158:S=223; 159:S=110;
|
| 52 |
+
160:S= 71; 161:S=241; 162:S= 26; 163:S=113; 164:S= 29; 165:S= 41; 166:S=197; 167:S=137;
|
| 53 |
+
168:S=111; 169:S=183; 170:S= 98; 171:S= 14; 172:S=170; 173:S= 24; 174:S=190; 175:S= 27;
|
| 54 |
+
176:S=252; 177:S= 86; 178:S= 62; 179:S= 75; 180:S=198; 181:S=210; 182:S=121; 183:S= 32;
|
| 55 |
+
184:S=154; 185:S=219; 186:S=192; 187:S=254; 188:S=120; 189:S=205; 190:S= 90; 191:S=244;
|
| 56 |
+
192:S= 31; 193:S=221; 194:S=168; 195:S= 51; 196:S=136; 197:S= 7; 198:S=199; 199:S= 49;
|
| 57 |
+
200:S=177; 201:S= 18; 202:S= 16; 203:S= 89; 204:S= 39; 205:S=128; 206:S=236; 207:S= 95;
|
| 58 |
+
208:S= 96; 209:S= 81; 210:S=127; 211:S=169; 212:S= 25; 213:S=181; 214:S= 74; 215:S= 13;
|
| 59 |
+
216:S= 45; 217:S=229; 218:S=122; 219:S=159; 220:S=147; 221:S=201; 222:S=156; 223:S=239;
|
| 60 |
+
224:S=160; 225:S=224; 226:S= 59; 227:S= 77; 228:S=174; 229:S= 42; 230:S=245; 231:S=176;
|
| 61 |
+
232:S=200; 233:S=235; 234:S=187; 235:S= 60; 236:S=131; 237:S= 83; 238:S=153; 239:S= 97;
|
| 62 |
+
240:S= 23; 241:S= 43; 242:S= 4; 243:S=126; 244:S=186; 245:S=119; 246:S=214; 247:S= 38;
|
| 63 |
+
248:S=225; 249:S=105; 250:S= 20; 251:S= 99; 252:S= 85; 253:S= 33; 254:S= 12; 255:S=125;
|
| 64 |
+
endcase
|
| 65 |
+
endfunction
|
| 66 |
+
|
| 67 |
+
assign y = {S(x[31:24]), S(x[23:16]), S(x[15: 8]), S(x[ 7: 0])};
|
| 68 |
+
endmodule
|
zhan6841_FPGA-Accelerator-for-AES-LeNet-VGG16/AES/MixColumns.v
ADDED
|
@@ -0,0 +1,73 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
`timescale 1ns / 1ps
|
| 2 |
+
//////////////////////////////////////////////////////////////////////////////////
|
| 3 |
+
// Company:
|
| 4 |
+
// Engineer:
|
| 5 |
+
//
|
| 6 |
+
// Create Date: 12/05/2017 04:23:29 AM
|
| 7 |
+
// Design Name:
|
| 8 |
+
// Module Name: MixColumns
|
| 9 |
+
// Project Name:
|
| 10 |
+
// Target Devices:
|
| 11 |
+
// Tool Versions:
|
| 12 |
+
// Description:
|
| 13 |
+
//
|
| 14 |
+
// Dependencies:
|
| 15 |
+
//
|
| 16 |
+
// Revision:
|
| 17 |
+
// Revision 0.01 - File Created
|
| 18 |
+
// Additional Comments:
|
| 19 |
+
//
|
| 20 |
+
//////////////////////////////////////////////////////////////////////////////////
|
| 21 |
+
|
| 22 |
+
|
| 23 |
+
module MixColumns(
|
| 24 |
+
x, y
|
| 25 |
+
);
|
| 26 |
+
input [31:0] x;
|
| 27 |
+
output [31:0] y;
|
| 28 |
+
|
| 29 |
+
wire [7:0] a3, a2, a1, a0, b3, b2, b1, b0;
|
| 30 |
+
|
| 31 |
+
assign a3 = x[31:24];
|
| 32 |
+
assign a2 = x[23:16];
|
| 33 |
+
assign a1 = x[15: 8];
|
| 34 |
+
assign a0 = x[ 7: 0];
|
| 35 |
+
|
| 36 |
+
assign b3 = a3 ^ a2;
|
| 37 |
+
assign b2 = a2 ^ a1;
|
| 38 |
+
assign b1 = a1 ^ a0;
|
| 39 |
+
assign b0 = a0 ^ a3;
|
| 40 |
+
|
| 41 |
+
assign y = {a2[7] ^ b1[7] ^ b3[6],
|
| 42 |
+
a2[6] ^ b1[6] ^ b3[5],
|
| 43 |
+
a2[5] ^ b1[5] ^ b3[4],
|
| 44 |
+
a2[4] ^ b1[4] ^ b3[3] ^ b3[7],
|
| 45 |
+
a2[3] ^ b1[3] ^ b3[2] ^ b3[7],
|
| 46 |
+
a2[2] ^ b1[2] ^ b3[1],
|
| 47 |
+
a2[1] ^ b1[1] ^ b3[0] ^ b3[7],
|
| 48 |
+
a2[0] ^ b1[0] ^ b3[7],
|
| 49 |
+
a3[7] ^ b1[7] ^ b2[6],
|
| 50 |
+
a3[6] ^ b1[6] ^ b2[5],
|
| 51 |
+
a3[5] ^ b1[5] ^ b2[4],
|
| 52 |
+
a3[4] ^ b1[4] ^ b2[3] ^ b2[7],
|
| 53 |
+
a3[3] ^ b1[3] ^ b2[2] ^ b2[7],
|
| 54 |
+
a3[2] ^ b1[2] ^ b2[1],
|
| 55 |
+
a3[1] ^ b1[1] ^ b2[0] ^ b2[7],
|
| 56 |
+
a3[0] ^ b1[0] ^ b2[7],
|
| 57 |
+
a0[7] ^ b3[7] ^ b1[6],
|
| 58 |
+
a0[6] ^ b3[6] ^ b1[5],
|
| 59 |
+
a0[5] ^ b3[5] ^ b1[4],
|
| 60 |
+
a0[4] ^ b3[4] ^ b1[3] ^ b1[7],
|
| 61 |
+
a0[3] ^ b3[3] ^ b1[2] ^ b1[7],
|
| 62 |
+
a0[2] ^ b3[2] ^ b1[1],
|
| 63 |
+
a0[1] ^ b3[1] ^ b1[0] ^ b1[7],
|
| 64 |
+
a0[0] ^ b3[0] ^ b1[7],
|
| 65 |
+
a1[7] ^ b3[7] ^ b0[6],
|
| 66 |
+
a1[6] ^ b3[6] ^ b0[5],
|
| 67 |
+
a1[5] ^ b3[5] ^ b0[4],
|
| 68 |
+
a1[4] ^ b3[4] ^ b0[3] ^ b0[7],
|
| 69 |
+
a1[3] ^ b3[3] ^ b0[2] ^ b0[7],
|
| 70 |
+
a1[2] ^ b3[2] ^ b0[1],
|
| 71 |
+
a1[1] ^ b3[1] ^ b0[0] ^ b0[7],
|
| 72 |
+
a1[0] ^ b3[0] ^ b0[7]};
|
| 73 |
+
endmodule
|
zhan6841_FPGA-Accelerator-for-AES-LeNet-VGG16/AES/README.md
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
|
zhan6841_FPGA-Accelerator-for-AES-LeNet-VGG16/AES/SubBytes.v
ADDED
|
@@ -0,0 +1,68 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
`timescale 1ns / 1ps
|
| 2 |
+
//////////////////////////////////////////////////////////////////////////////////
|
| 3 |
+
// Company:
|
| 4 |
+
// Engineer:
|
| 5 |
+
//
|
| 6 |
+
// Create Date: 12/05/2017 04:10:53 AM
|
| 7 |
+
// Design Name:
|
| 8 |
+
// Module Name: SubBytes
|
| 9 |
+
// Project Name:
|
| 10 |
+
// Target Devices:
|
| 11 |
+
// Tool Versions:
|
| 12 |
+
// Description:
|
| 13 |
+
//
|
| 14 |
+
// Dependencies:
|
| 15 |
+
//
|
| 16 |
+
// Revision:
|
| 17 |
+
// Revision 0.01 - File Created
|
| 18 |
+
// Additional Comments:
|
| 19 |
+
//
|
| 20 |
+
//////////////////////////////////////////////////////////////////////////////////
|
| 21 |
+
|
| 22 |
+
|
| 23 |
+
module SubBytes(
|
| 24 |
+
x, y
|
| 25 |
+
);
|
| 26 |
+
input [31:0] x;
|
| 27 |
+
output [31:0] y;
|
| 28 |
+
|
| 29 |
+
function [7:0] S;
|
| 30 |
+
input [7:0] x;
|
| 31 |
+
case (x)
|
| 32 |
+
0:S= 99; 1:S=124; 2:S=119; 3:S=123; 4:S=242; 5:S=107; 6:S=111; 7:S=197;
|
| 33 |
+
8:S= 48; 9:S= 1; 10:S=103; 11:S= 43; 12:S=254; 13:S=215; 14:S=171; 15:S=118;
|
| 34 |
+
16:S=202; 17:S=130; 18:S=201; 19:S=125; 20:S=250; 21:S= 89; 22:S= 71; 23:S=240;
|
| 35 |
+
24:S=173; 25:S=212; 26:S=162; 27:S=175; 28:S=156; 29:S=164; 30:S=114; 31:S=192;
|
| 36 |
+
32:S=183; 33:S=253; 34:S=147; 35:S= 38; 36:S= 54; 37:S= 63; 38:S=247; 39:S=204;
|
| 37 |
+
40:S= 52; 41:S=165; 42:S=229; 43:S=241; 44:S=113; 45:S=216; 46:S= 49; 47:S= 21;
|
| 38 |
+
48:S= 4; 49:S=199; 50:S= 35; 51:S=195; 52:S= 24; 53:S=150; 54:S= 5; 55:S=154;
|
| 39 |
+
56:S= 7; 57:S= 18; 58:S=128; 59:S=226; 60:S=235; 61:S= 39; 62:S=178; 63:S=117;
|
| 40 |
+
64:S= 9; 65:S=131; 66:S= 44; 67:S= 26; 68:S= 27; 69:S=110; 70:S= 90; 71:S=160;
|
| 41 |
+
72:S= 82; 73:S= 59; 74:S=214; 75:S=179; 76:S= 41; 77:S=227; 78:S= 47; 79:S=132;
|
| 42 |
+
80:S= 83; 81:S=209; 82:S= 0; 83:S=237; 84:S= 32; 85:S=252; 86:S=177; 87:S= 91;
|
| 43 |
+
88:S=106; 89:S=203; 90:S=190; 91:S= 57; 92:S= 74; 93:S= 76; 94:S= 88; 95:S=207;
|
| 44 |
+
96:S=208; 97:S=239; 98:S=170; 99:S=251; 100:S= 67; 101:S= 77; 102:S= 51; 103:S=133;
|
| 45 |
+
104:S= 69; 105:S=249; 106:S= 2; 107:S=127; 108:S= 80; 109:S= 60; 110:S=159; 111:S=168;
|
| 46 |
+
112:S= 81; 113:S=163; 114:S= 64; 115:S=143; 116:S=146; 117:S=157; 118:S= 56; 119:S=245;
|
| 47 |
+
120:S=188; 121:S=182; 122:S=218; 123:S= 33; 124:S= 16; 125:S=255; 126:S=243; 127:S=210;
|
| 48 |
+
128:S=205; 129:S= 12; 130:S= 19; 131:S=236; 132:S= 95; 133:S=151; 134:S= 68; 135:S= 23;
|
| 49 |
+
136:S=196; 137:S=167; 138:S=126; 139:S= 61; 140:S=100; 141:S= 93; 142:S= 25; 143:S=115;
|
| 50 |
+
144:S= 96; 145:S=129; 146:S= 79; 147:S=220; 148:S= 34; 149:S= 42; 150:S=144; 151:S=136;
|
| 51 |
+
152:S= 70; 153:S=238; 154:S=184; 155:S= 20; 156:S=222; 157:S= 94; 158:S= 11; 159:S=219;
|
| 52 |
+
160:S=224; 161:S= 50; 162:S= 58; 163:S= 10; 164:S= 73; 165:S= 6; 166:S= 36; 167:S= 92;
|
| 53 |
+
168:S=194; 169:S=211; 170:S=172; 171:S= 98; 172:S=145; 173:S=149; 174:S=228; 175:S=121;
|
| 54 |
+
176:S=231; 177:S=200; 178:S= 55; 179:S=109; 180:S=141; 181:S=213; 182:S= 78; 183:S=169;
|
| 55 |
+
184:S=108; 185:S= 86; 186:S=244; 187:S=234; 188:S=101; 189:S=122; 190:S=174; 191:S= 8;
|
| 56 |
+
192:S=186; 193:S=120; 194:S= 37; 195:S= 46; 196:S= 28; 197:S=166; 198:S=180; 199:S=198;
|
| 57 |
+
200:S=232; 201:S=221; 202:S=116; 203:S= 31; 204:S= 75; 205:S=189; 206:S=139; 207:S=138;
|
| 58 |
+
208:S=112; 209:S= 62; 210:S=181; 211:S=102; 212:S= 72; 213:S= 3; 214:S=246; 215:S= 14;
|
| 59 |
+
216:S= 97; 217:S= 53; 218:S= 87; 219:S=185; 220:S=134; 221:S=193; 222:S= 29; 223:S=158;
|
| 60 |
+
224:S=225; 225:S=248; 226:S=152; 227:S= 17; 228:S=105; 229:S=217; 230:S=142; 231:S=148;
|
| 61 |
+
232:S=155; 233:S= 30; 234:S=135; 235:S=233; 236:S=206; 237:S= 85; 238:S= 40; 239:S=223;
|
| 62 |
+
240:S=140; 241:S=161; 242:S=137; 243:S= 13; 244:S=191; 245:S=230; 246:S= 66; 247:S=104;
|
| 63 |
+
248:S= 65; 249:S=153; 250:S= 45; 251:S= 15; 252:S=176; 253:S= 84; 254:S=187; 255:S= 22;
|
| 64 |
+
endcase
|
| 65 |
+
endfunction
|
| 66 |
+
|
| 67 |
+
assign y = {S(x[31:24]), S(x[23:16]), S(x[15: 8]), S(x[ 7: 0])};
|
| 68 |
+
endmodule
|
zhan6841_FPGA-Accelerator-for-AES-LeNet-VGG16/AES/aes.c
ADDED
|
@@ -0,0 +1,6 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
|
| 2 |
+
|
| 3 |
+
/***************************** Include Files *******************************/
|
| 4 |
+
#include "aes.h"
|
| 5 |
+
|
| 6 |
+
/************************** Function Definitions ***************************/
|
zhan6841_FPGA-Accelerator-for-AES-LeNet-VGG16/AES/aes.h
ADDED
|
@@ -0,0 +1,88 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
|
| 2 |
+
#ifndef AES_H
|
| 3 |
+
#define AES_H
|
| 4 |
+
|
| 5 |
+
|
| 6 |
+
/****************** Include Files ********************/
|
| 7 |
+
#include "xil_types.h"
|
| 8 |
+
#include "xstatus.h"
|
| 9 |
+
|
| 10 |
+
#define AES_S00_AXI_SLV_REG0_OFFSET 0
|
| 11 |
+
#define AES_S00_AXI_SLV_REG1_OFFSET 4
|
| 12 |
+
#define AES_S00_AXI_SLV_REG2_OFFSET 8
|
| 13 |
+
#define AES_S00_AXI_SLV_REG3_OFFSET 12
|
| 14 |
+
#define AES_S00_AXI_SLV_REG4_OFFSET 16
|
| 15 |
+
#define AES_S00_AXI_SLV_REG5_OFFSET 20
|
| 16 |
+
#define AES_S00_AXI_SLV_REG6_OFFSET 24
|
| 17 |
+
#define AES_S00_AXI_SLV_REG7_OFFSET 28
|
| 18 |
+
#define AES_S00_AXI_SLV_REG8_OFFSET 32
|
| 19 |
+
#define AES_S00_AXI_SLV_REG9_OFFSET 36
|
| 20 |
+
#define AES_S00_AXI_SLV_REG10_OFFSET 40
|
| 21 |
+
#define AES_S00_AXI_SLV_REG11_OFFSET 44
|
| 22 |
+
#define AES_S00_AXI_SLV_REG12_OFFSET 48
|
| 23 |
+
|
| 24 |
+
|
| 25 |
+
/**************************** Type Definitions *****************************/
|
| 26 |
+
/**
|
| 27 |
+
*
|
| 28 |
+
* Write a value to a AES register. A 32 bit write is performed.
|
| 29 |
+
* If the component is implemented in a smaller width, only the least
|
| 30 |
+
* significant data is written.
|
| 31 |
+
*
|
| 32 |
+
* @param BaseAddress is the base address of the AESdevice.
|
| 33 |
+
* @param RegOffset is the register offset from the base to write to.
|
| 34 |
+
* @param Data is the data written to the register.
|
| 35 |
+
*
|
| 36 |
+
* @return None.
|
| 37 |
+
*
|
| 38 |
+
* @note
|
| 39 |
+
* C-style signature:
|
| 40 |
+
* void AES_mWriteReg(u32 BaseAddress, unsigned RegOffset, u32 Data)
|
| 41 |
+
*
|
| 42 |
+
*/
|
| 43 |
+
#define AES_mWriteReg(BaseAddress, RegOffset, Data) \
|
| 44 |
+
Xil_Out32((BaseAddress) + (RegOffset), (u32)(Data))
|
| 45 |
+
|
| 46 |
+
/**
|
| 47 |
+
*
|
| 48 |
+
* Read a value from a AES register. A 32 bit read is performed.
|
| 49 |
+
* If the component is implemented in a smaller width, only the least
|
| 50 |
+
* significant data is read from the register. The most significant data
|
| 51 |
+
* will be read as 0.
|
| 52 |
+
*
|
| 53 |
+
* @param BaseAddress is the base address of the AES device.
|
| 54 |
+
* @param RegOffset is the register offset from the base to write to.
|
| 55 |
+
*
|
| 56 |
+
* @return Data is the data from the register.
|
| 57 |
+
*
|
| 58 |
+
* @note
|
| 59 |
+
* C-style signature:
|
| 60 |
+
* u32 AES_mReadReg(u32 BaseAddress, unsigned RegOffset)
|
| 61 |
+
*
|
| 62 |
+
*/
|
| 63 |
+
#define AES_mReadReg(BaseAddress, RegOffset) \
|
| 64 |
+
Xil_In32((BaseAddress) + (RegOffset))
|
| 65 |
+
|
| 66 |
+
/************************** Function Prototypes ****************************/
|
| 67 |
+
/**
|
| 68 |
+
*
|
| 69 |
+
* Run a self-test on the driver/device. Note this may be a destructive test if
|
| 70 |
+
* resets of the device are performed.
|
| 71 |
+
*
|
| 72 |
+
* If the hardware system is not built correctly, this function may never
|
| 73 |
+
* return to the caller.
|
| 74 |
+
*
|
| 75 |
+
* @param baseaddr_p is the base address of the AES instance to be worked on.
|
| 76 |
+
*
|
| 77 |
+
* @return
|
| 78 |
+
*
|
| 79 |
+
* - XST_SUCCESS if all self-test code passed
|
| 80 |
+
* - XST_FAILURE if any self-test code failed
|
| 81 |
+
*
|
| 82 |
+
* @note Caching must be turned off for this function to work.
|
| 83 |
+
* @note Self test may fail if data memory and device are not on the same bus.
|
| 84 |
+
*
|
| 85 |
+
*/
|
| 86 |
+
XStatus AES_Reg_SelfTest(void * baseaddr_p);
|
| 87 |
+
|
| 88 |
+
#endif // AES_H
|
zhan6841_FPGA-Accelerator-for-AES-LeNet-VGG16/AES/aes_selftest.c
ADDED
|
@@ -0,0 +1,60 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
|
| 2 |
+
/***************************** Include Files *******************************/
|
| 3 |
+
#include "aes.h"
|
| 4 |
+
#include "xparameters.h"
|
| 5 |
+
#include "stdio.h"
|
| 6 |
+
#include "xil_io.h"
|
| 7 |
+
|
| 8 |
+
/************************** Constant Definitions ***************************/
|
| 9 |
+
#define READ_WRITE_MUL_FACTOR 0x10
|
| 10 |
+
|
| 11 |
+
/************************** Function Definitions ***************************/
|
| 12 |
+
/**
|
| 13 |
+
*
|
| 14 |
+
* Run a self-test on the driver/device. Note this may be a destructive test if
|
| 15 |
+
* resets of the device are performed.
|
| 16 |
+
*
|
| 17 |
+
* If the hardware system is not built correctly, this function may never
|
| 18 |
+
* return to the caller.
|
| 19 |
+
*
|
| 20 |
+
* @param baseaddr_p is the base address of the AESinstance to be worked on.
|
| 21 |
+
*
|
| 22 |
+
* @return
|
| 23 |
+
*
|
| 24 |
+
* - XST_SUCCESS if all self-test code passed
|
| 25 |
+
* - XST_FAILURE if any self-test code failed
|
| 26 |
+
*
|
| 27 |
+
* @note Caching must be turned off for this function to work.
|
| 28 |
+
* @note Self test may fail if data memory and device are not on the same bus.
|
| 29 |
+
*
|
| 30 |
+
*/
|
| 31 |
+
XStatus AES_Reg_SelfTest(void * baseaddr_p)
|
| 32 |
+
{
|
| 33 |
+
u32 baseaddr;
|
| 34 |
+
int write_loop_index;
|
| 35 |
+
int read_loop_index;
|
| 36 |
+
int Index;
|
| 37 |
+
|
| 38 |
+
baseaddr = (u32) baseaddr_p;
|
| 39 |
+
|
| 40 |
+
xil_printf("******************************\n\r");
|
| 41 |
+
xil_printf("* User Peripheral Self Test\n\r");
|
| 42 |
+
xil_printf("******************************\n\n\r");
|
| 43 |
+
|
| 44 |
+
/*
|
| 45 |
+
* Write to user logic slave module register(s) and read back
|
| 46 |
+
*/
|
| 47 |
+
xil_printf("User logic slave module test...\n\r");
|
| 48 |
+
|
| 49 |
+
for (write_loop_index = 0 ; write_loop_index < 4; write_loop_index++)
|
| 50 |
+
AES_mWriteReg (baseaddr, write_loop_index*4, (write_loop_index+1)*READ_WRITE_MUL_FACTOR);
|
| 51 |
+
for (read_loop_index = 0 ; read_loop_index < 4; read_loop_index++)
|
| 52 |
+
if ( AES_mReadReg (baseaddr, read_loop_index*4) != (read_loop_index+1)*READ_WRITE_MUL_FACTOR){
|
| 53 |
+
xil_printf ("Error reading register value at address %x\n", (int)baseaddr + read_loop_index*4);
|
| 54 |
+
return XST_FAILURE;
|
| 55 |
+
}
|
| 56 |
+
|
| 57 |
+
xil_printf(" - slave register write/read passed\n\n\r");
|
| 58 |
+
|
| 59 |
+
return XST_SUCCESS;
|
| 60 |
+
}
|
zhan6841_FPGA-Accelerator-for-AES-LeNet-VGG16/LeNet/LeNet.c
ADDED
|
@@ -0,0 +1,6 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
|
| 2 |
+
|
| 3 |
+
/***************************** Include Files *******************************/
|
| 4 |
+
#include "LeNet.h"
|
| 5 |
+
|
| 6 |
+
/************************** Function Definitions ***************************/
|
zhan6841_FPGA-Accelerator-for-AES-LeNet-VGG16/LeNet/LeNet.h
ADDED
|
@@ -0,0 +1,81 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
|
| 2 |
+
#ifndef LENET_H
|
| 3 |
+
#define LENET_H
|
| 4 |
+
|
| 5 |
+
|
| 6 |
+
/****************** Include Files ********************/
|
| 7 |
+
#include "xil_types.h"
|
| 8 |
+
#include "xstatus.h"
|
| 9 |
+
|
| 10 |
+
#define LENET_S00_AXI_SLV_REG0_OFFSET 0
|
| 11 |
+
#define LENET_S00_AXI_SLV_REG1_OFFSET 4
|
| 12 |
+
#define LENET_S00_AXI_SLV_REG2_OFFSET 8
|
| 13 |
+
#define LENET_S00_AXI_SLV_REG3_OFFSET 12
|
| 14 |
+
#define LENET_S00_AXI_SLV_REG4_OFFSET 16
|
| 15 |
+
#define LENET_S00_AXI_SLV_REG5_OFFSET 20
|
| 16 |
+
|
| 17 |
+
|
| 18 |
+
/**************************** Type Definitions *****************************/
|
| 19 |
+
/**
|
| 20 |
+
*
|
| 21 |
+
* Write a value to a LENET register. A 32 bit write is performed.
|
| 22 |
+
* If the component is implemented in a smaller width, only the least
|
| 23 |
+
* significant data is written.
|
| 24 |
+
*
|
| 25 |
+
* @param BaseAddress is the base address of the LENETdevice.
|
| 26 |
+
* @param RegOffset is the register offset from the base to write to.
|
| 27 |
+
* @param Data is the data written to the register.
|
| 28 |
+
*
|
| 29 |
+
* @return None.
|
| 30 |
+
*
|
| 31 |
+
* @note
|
| 32 |
+
* C-style signature:
|
| 33 |
+
* void LENET_mWriteReg(u32 BaseAddress, unsigned RegOffset, u32 Data)
|
| 34 |
+
*
|
| 35 |
+
*/
|
| 36 |
+
#define LENET_mWriteReg(BaseAddress, RegOffset, Data) \
|
| 37 |
+
Xil_Out32((BaseAddress) + (RegOffset), (u32)(Data))
|
| 38 |
+
|
| 39 |
+
/**
|
| 40 |
+
*
|
| 41 |
+
* Read a value from a LENET register. A 32 bit read is performed.
|
| 42 |
+
* If the component is implemented in a smaller width, only the least
|
| 43 |
+
* significant data is read from the register. The most significant data
|
| 44 |
+
* will be read as 0.
|
| 45 |
+
*
|
| 46 |
+
* @param BaseAddress is the base address of the LENET device.
|
| 47 |
+
* @param RegOffset is the register offset from the base to write to.
|
| 48 |
+
*
|
| 49 |
+
* @return Data is the data from the register.
|
| 50 |
+
*
|
| 51 |
+
* @note
|
| 52 |
+
* C-style signature:
|
| 53 |
+
* u32 LENET_mReadReg(u32 BaseAddress, unsigned RegOffset)
|
| 54 |
+
*
|
| 55 |
+
*/
|
| 56 |
+
#define LENET_mReadReg(BaseAddress, RegOffset) \
|
| 57 |
+
Xil_In32((BaseAddress) + (RegOffset))
|
| 58 |
+
|
| 59 |
+
/************************** Function Prototypes ****************************/
|
| 60 |
+
/**
|
| 61 |
+
*
|
| 62 |
+
* Run a self-test on the driver/device. Note this may be a destructive test if
|
| 63 |
+
* resets of the device are performed.
|
| 64 |
+
*
|
| 65 |
+
* If the hardware system is not built correctly, this function may never
|
| 66 |
+
* return to the caller.
|
| 67 |
+
*
|
| 68 |
+
* @param baseaddr_p is the base address of the LENET instance to be worked on.
|
| 69 |
+
*
|
| 70 |
+
* @return
|
| 71 |
+
*
|
| 72 |
+
* - XST_SUCCESS if all self-test code passed
|
| 73 |
+
* - XST_FAILURE if any self-test code failed
|
| 74 |
+
*
|
| 75 |
+
* @note Caching must be turned off for this function to work.
|
| 76 |
+
* @note Self test may fail if data memory and device are not on the same bus.
|
| 77 |
+
*
|
| 78 |
+
*/
|
| 79 |
+
XStatus LENET_Reg_SelfTest(void * baseaddr_p);
|
| 80 |
+
|
| 81 |
+
#endif // LENET_H
|
zhan6841_FPGA-Accelerator-for-AES-LeNet-VGG16/LeNet/LeNet_selftest.c
ADDED
|
@@ -0,0 +1,60 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
|
| 2 |
+
/***************************** Include Files *******************************/
|
| 3 |
+
#include "LeNet.h"
|
| 4 |
+
#include "xparameters.h"
|
| 5 |
+
#include "stdio.h"
|
| 6 |
+
#include "xil_io.h"
|
| 7 |
+
|
| 8 |
+
/************************** Constant Definitions ***************************/
|
| 9 |
+
#define READ_WRITE_MUL_FACTOR 0x10
|
| 10 |
+
|
| 11 |
+
/************************** Function Definitions ***************************/
|
| 12 |
+
/**
|
| 13 |
+
*
|
| 14 |
+
* Run a self-test on the driver/device. Note this may be a destructive test if
|
| 15 |
+
* resets of the device are performed.
|
| 16 |
+
*
|
| 17 |
+
* If the hardware system is not built correctly, this function may never
|
| 18 |
+
* return to the caller.
|
| 19 |
+
*
|
| 20 |
+
* @param baseaddr_p is the base address of the LENETinstance to be worked on.
|
| 21 |
+
*
|
| 22 |
+
* @return
|
| 23 |
+
*
|
| 24 |
+
* - XST_SUCCESS if all self-test code passed
|
| 25 |
+
* - XST_FAILURE if any self-test code failed
|
| 26 |
+
*
|
| 27 |
+
* @note Caching must be turned off for this function to work.
|
| 28 |
+
* @note Self test may fail if data memory and device are not on the same bus.
|
| 29 |
+
*
|
| 30 |
+
*/
|
| 31 |
+
XStatus LENET_Reg_SelfTest(void * baseaddr_p)
|
| 32 |
+
{
|
| 33 |
+
u32 baseaddr;
|
| 34 |
+
int write_loop_index;
|
| 35 |
+
int read_loop_index;
|
| 36 |
+
int Index;
|
| 37 |
+
|
| 38 |
+
baseaddr = (u32) baseaddr_p;
|
| 39 |
+
|
| 40 |
+
xil_printf("******************************\n\r");
|
| 41 |
+
xil_printf("* User Peripheral Self Test\n\r");
|
| 42 |
+
xil_printf("******************************\n\n\r");
|
| 43 |
+
|
| 44 |
+
/*
|
| 45 |
+
* Write to user logic slave module register(s) and read back
|
| 46 |
+
*/
|
| 47 |
+
xil_printf("User logic slave module test...\n\r");
|
| 48 |
+
|
| 49 |
+
for (write_loop_index = 0 ; write_loop_index < 4; write_loop_index++)
|
| 50 |
+
LENET_mWriteReg (baseaddr, write_loop_index*4, (write_loop_index+1)*READ_WRITE_MUL_FACTOR);
|
| 51 |
+
for (read_loop_index = 0 ; read_loop_index < 4; read_loop_index++)
|
| 52 |
+
if ( LENET_mReadReg (baseaddr, read_loop_index*4) != (read_loop_index+1)*READ_WRITE_MUL_FACTOR){
|
| 53 |
+
xil_printf ("Error reading register value at address %x\n", (int)baseaddr + read_loop_index*4);
|
| 54 |
+
return XST_FAILURE;
|
| 55 |
+
}
|
| 56 |
+
|
| 57 |
+
xil_printf(" - slave register write/read passed\n\n\r");
|
| 58 |
+
|
| 59 |
+
return XST_SUCCESS;
|
| 60 |
+
}
|
zhan6841_FPGA-Accelerator-for-AES-LeNet-VGG16/LeNet/README.md
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
|
zhan6841_FPGA-Accelerator-for-AES-LeNet-VGG16/LeNet/complete.v
ADDED
|
@@ -0,0 +1,116 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
|
|
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|
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|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
`timescale 1ns / 1ps
|
| 2 |
+
//////////////////////////////////////////////////////////////////////////////////
|
| 3 |
+
// Company:
|
| 4 |
+
// Engineer:
|
| 5 |
+
//
|
| 6 |
+
// Create Date: 01/02/2018 02:18:44 AM
|
| 7 |
+
// Design Name:
|
| 8 |
+
// Module Name: complete
|
| 9 |
+
// Project Name:
|
| 10 |
+
// Target Devices:
|
| 11 |
+
// Tool Versions:
|
| 12 |
+
// Description:
|
| 13 |
+
//
|
| 14 |
+
// Dependencies:
|
| 15 |
+
//
|
| 16 |
+
// Revision:
|
| 17 |
+
// Revision 0.01 - File Created
|
| 18 |
+
// Additional Comments:
|
| 19 |
+
//
|
| 20 |
+
//////////////////////////////////////////////////////////////////////////////////
|
| 21 |
+
|
| 22 |
+
`define OUTPUT_NODE 10
|
| 23 |
+
`define DATA_SIZE 8
|
| 24 |
+
|
| 25 |
+
module complete(
|
| 26 |
+
clk, rst, complete_en, result_bram_douta,
|
| 27 |
+
result_bram_ena, result_bram_addra,
|
| 28 |
+
result,
|
| 29 |
+
complete_finish
|
| 30 |
+
);
|
| 31 |
+
input clk;
|
| 32 |
+
input rst;
|
| 33 |
+
input complete_en;
|
| 34 |
+
input [`DATA_SIZE-1:0] result_bram_douta;
|
| 35 |
+
output reg result_bram_ena;
|
| 36 |
+
output reg [14:0] result_bram_addra;
|
| 37 |
+
output reg [`DATA_SIZE*`OUTPUT_NODE-1:0] result;
|
| 38 |
+
output reg complete_finish;
|
| 39 |
+
|
| 40 |
+
parameter fc2_result_base = 18900;
|
| 41 |
+
|
| 42 |
+
integer count = 0,
|
| 43 |
+
circle = 0,
|
| 44 |
+
data_begin = 0;
|
| 45 |
+
|
| 46 |
+
reg [2:0] state;
|
| 47 |
+
//reg [`DATA_SIZE*`OUTPUT_NODE-1:0] tempresult;
|
| 48 |
+
//assign result = tempresult;
|
| 49 |
+
|
| 50 |
+
parameter S_IDLE = 3'b100,
|
| 51 |
+
S_CHECK = 3'b010,
|
| 52 |
+
S_LOAD = 3'b001;
|
| 53 |
+
|
| 54 |
+
always@(posedge clk)
|
| 55 |
+
begin
|
| 56 |
+
if(rst == 1'b1)
|
| 57 |
+
begin
|
| 58 |
+
result_bram_ena <= 1'b0;
|
| 59 |
+
circle <= 0;
|
| 60 |
+
count <= 0;
|
| 61 |
+
state <= S_IDLE;
|
| 62 |
+
end
|
| 63 |
+
else
|
| 64 |
+
begin
|
| 65 |
+
if(complete_en == 1'b1)
|
| 66 |
+
begin
|
| 67 |
+
case(state)
|
| 68 |
+
S_IDLE:
|
| 69 |
+
begin
|
| 70 |
+
circle <= 0;
|
| 71 |
+
count <= 0;
|
| 72 |
+
complete_finish <= 1'b0;
|
| 73 |
+
state <= S_CHECK;
|
| 74 |
+
end
|
| 75 |
+
S_CHECK:
|
| 76 |
+
begin
|
| 77 |
+
if(count == `OUTPUT_NODE)
|
| 78 |
+
begin
|
| 79 |
+
count <= 0;
|
| 80 |
+
circle <= 0;
|
| 81 |
+
complete_finish <= 1'b1;
|
| 82 |
+
state <= S_IDLE;
|
| 83 |
+
end
|
| 84 |
+
else
|
| 85 |
+
begin
|
| 86 |
+
circle <= 0;
|
| 87 |
+
state <= S_LOAD;
|
| 88 |
+
end
|
| 89 |
+
end
|
| 90 |
+
S_LOAD:
|
| 91 |
+
begin
|
| 92 |
+
if(circle == 0)
|
| 93 |
+
begin
|
| 94 |
+
result_bram_ena <= 1'b1;
|
| 95 |
+
result_bram_addra <= fc2_result_base + count;
|
| 96 |
+
circle <= circle + 1;
|
| 97 |
+
end
|
| 98 |
+
else if(circle == 3)
|
| 99 |
+
begin
|
| 100 |
+
data_begin = `DATA_SIZE * (`OUTPUT_NODE - count) - 1;
|
| 101 |
+
result[data_begin-:8] <= result_bram_douta;
|
| 102 |
+
count <= count + 1;
|
| 103 |
+
circle <= 0;
|
| 104 |
+
result_bram_ena <= 1'b0;
|
| 105 |
+
state <= S_CHECK;
|
| 106 |
+
end
|
| 107 |
+
else
|
| 108 |
+
begin
|
| 109 |
+
circle <= circle + 1;
|
| 110 |
+
end
|
| 111 |
+
end
|
| 112 |
+
endcase
|
| 113 |
+
end
|
| 114 |
+
end
|
| 115 |
+
end
|
| 116 |
+
endmodule
|
zhan6841_FPGA-Accelerator-for-AES-LeNet-VGG16/LeNet/conv_1.v
ADDED
|
@@ -0,0 +1,278 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
`timescale 1ns / 1ps
|
| 2 |
+
//////////////////////////////////////////////////////////////////////////////////
|
| 3 |
+
// Company:
|
| 4 |
+
// Engineer:
|
| 5 |
+
//
|
| 6 |
+
// Create Date: 12/30/2017 05:44:43 PM
|
| 7 |
+
// Design Name:
|
| 8 |
+
// Module Name: conv_1
|
| 9 |
+
// Project Name:
|
| 10 |
+
// Target Devices:
|
| 11 |
+
// Tool Versions:
|
| 12 |
+
// Description:
|
| 13 |
+
//
|
| 14 |
+
// Dependencies:
|
| 15 |
+
//
|
| 16 |
+
// Revision:
|
| 17 |
+
// Revision 0.01 - File Created
|
| 18 |
+
// Additional Comments:
|
| 19 |
+
//
|
| 20 |
+
//////////////////////////////////////////////////////////////////////////////////
|
| 21 |
+
|
| 22 |
+
`define INPUT_NODE 784
|
| 23 |
+
`define IMAGE_SIZE 28
|
| 24 |
+
`define NUM_CHANNELS 1
|
| 25 |
+
`define CONV1_DEEP 20
|
| 26 |
+
`define CONV1_SIZE 5
|
| 27 |
+
`define CONV1_OUTPUT 24
|
| 28 |
+
`define DATA_SIZE 8
|
| 29 |
+
|
| 30 |
+
module conv_1(
|
| 31 |
+
clk, rst, conv_1_en, bias_weights_bram_douta, input_bram_douta, graph,
|
| 32 |
+
bias_weights_bram_ena, bias_weights_bram_addra,
|
| 33 |
+
result_bram_ena, result_bram_wea, result_bram_addra, result_bram_dina,
|
| 34 |
+
input_bram_ena, input_bram_addra,
|
| 35 |
+
conv_1_finish
|
| 36 |
+
);
|
| 37 |
+
input clk;
|
| 38 |
+
input rst;
|
| 39 |
+
input conv_1_en;
|
| 40 |
+
input [`DATA_SIZE-1:0] bias_weights_bram_douta;
|
| 41 |
+
input [`DATA_SIZE-1:0] input_bram_douta;
|
| 42 |
+
input [4:0] graph;
|
| 43 |
+
output reg bias_weights_bram_ena;
|
| 44 |
+
output reg [18:0] bias_weights_bram_addra;
|
| 45 |
+
output reg result_bram_ena;
|
| 46 |
+
output reg result_bram_wea;
|
| 47 |
+
output reg [14:0] result_bram_addra;
|
| 48 |
+
output reg [`DATA_SIZE-1:0] result_bram_dina;
|
| 49 |
+
output reg input_bram_ena;
|
| 50 |
+
output reg [12:0] input_bram_addra;
|
| 51 |
+
output reg conv_1_finish;
|
| 52 |
+
|
| 53 |
+
//reg [4:0] filter;
|
| 54 |
+
//reg [4:0] row;
|
| 55 |
+
//reg [4:0] column;
|
| 56 |
+
|
| 57 |
+
integer filter = 0,
|
| 58 |
+
channel = 0,
|
| 59 |
+
row = 0,
|
| 60 |
+
column = 0,
|
| 61 |
+
count = 0;
|
| 62 |
+
|
| 63 |
+
reg [`DATA_SIZE*`CONV1_SIZE*`CONV1_SIZE-1:0] matrix1;
|
| 64 |
+
reg [`DATA_SIZE*`CONV1_SIZE*`CONV1_SIZE-1:0] matrix2;
|
| 65 |
+
reg [`DATA_SIZE-1:0] bias;
|
| 66 |
+
reg relu_1_en;
|
| 67 |
+
wire [`DATA_SIZE-1:0] dout;
|
| 68 |
+
reg [`DATA_SIZE-1:0] result;
|
| 69 |
+
|
| 70 |
+
multi_add conv_1_ma(
|
| 71 |
+
.matrix1(matrix1),
|
| 72 |
+
.matrix2(matrix2),
|
| 73 |
+
.bias(bias),
|
| 74 |
+
.relu_1_en(relu_1_en),
|
| 75 |
+
.dout(dout)
|
| 76 |
+
);
|
| 77 |
+
|
| 78 |
+
reg [6:0] state;
|
| 79 |
+
|
| 80 |
+
parameter S_IDLE = 7'b1000000,
|
| 81 |
+
S_CHECK = 7'b0100000,
|
| 82 |
+
S_LOAD_WEIGHTS = 7'b0010000,
|
| 83 |
+
S_LOAD_BIAS = 7'b0001000,
|
| 84 |
+
S_LOAD_DATA = 7'b0000100,
|
| 85 |
+
S_CONVOLUTE = 7'b0000010,
|
| 86 |
+
S_STORE_RESULT = 7'b0000001;
|
| 87 |
+
|
| 88 |
+
integer data_begin = 0;
|
| 89 |
+
integer circle = 0;
|
| 90 |
+
|
| 91 |
+
parameter conv1_weights_base = 0,
|
| 92 |
+
conv1_bias_base = 430500,
|
| 93 |
+
conv1_result_base = 0;
|
| 94 |
+
|
| 95 |
+
always@(posedge clk)
|
| 96 |
+
begin
|
| 97 |
+
if(rst == 1'b1)
|
| 98 |
+
begin
|
| 99 |
+
state <= S_IDLE;
|
| 100 |
+
bias_weights_bram_ena <= 1'b0;
|
| 101 |
+
result_bram_ena <= 1'b0;
|
| 102 |
+
result_bram_wea <= 1'b0;
|
| 103 |
+
input_bram_ena <= 1'b0;
|
| 104 |
+
end
|
| 105 |
+
else
|
| 106 |
+
begin
|
| 107 |
+
if(conv_1_en == 1'b1)
|
| 108 |
+
begin
|
| 109 |
+
case(state)
|
| 110 |
+
S_IDLE:
|
| 111 |
+
begin
|
| 112 |
+
filter <= 0;
|
| 113 |
+
channel <= 0;
|
| 114 |
+
row <= 0;
|
| 115 |
+
column <= 0;
|
| 116 |
+
matrix1 <= 0;
|
| 117 |
+
matrix2 <= 0;
|
| 118 |
+
bias <= 0;
|
| 119 |
+
relu_1_en <= 1'b0;
|
| 120 |
+
result <= 0;
|
| 121 |
+
conv_1_finish <= 1'b0;
|
| 122 |
+
state <= S_CHECK;
|
| 123 |
+
end
|
| 124 |
+
S_CHECK:
|
| 125 |
+
begin
|
| 126 |
+
if(filter == `CONV1_DEEP)
|
| 127 |
+
begin
|
| 128 |
+
bias_weights_bram_ena <= 1'b0;
|
| 129 |
+
result_bram_ena <= 1'b0;
|
| 130 |
+
result_bram_wea <= 1'b0;
|
| 131 |
+
input_bram_ena <= 1'b0;
|
| 132 |
+
conv_1_finish <= 1'b1;
|
| 133 |
+
state <= S_IDLE;
|
| 134 |
+
end
|
| 135 |
+
else
|
| 136 |
+
begin
|
| 137 |
+
circle <= 0;
|
| 138 |
+
count <= 0;
|
| 139 |
+
state <= S_LOAD_WEIGHTS;
|
| 140 |
+
end
|
| 141 |
+
end
|
| 142 |
+
S_LOAD_WEIGHTS:
|
| 143 |
+
begin
|
| 144 |
+
if(count < `CONV1_SIZE*`CONV1_SIZE)
|
| 145 |
+
begin
|
| 146 |
+
if(circle == 0)
|
| 147 |
+
begin
|
| 148 |
+
bias_weights_bram_ena <= 1'b1;
|
| 149 |
+
bias_weights_bram_addra <= conv1_weights_base + count;
|
| 150 |
+
circle <= circle + 1;
|
| 151 |
+
end
|
| 152 |
+
else if(circle == 3)
|
| 153 |
+
begin
|
| 154 |
+
data_begin = `DATA_SIZE * (`CONV1_SIZE * `CONV1_SIZE - count) - 1;
|
| 155 |
+
matrix2[data_begin-:8] <= bias_weights_bram_douta;
|
| 156 |
+
count <= count + 1;
|
| 157 |
+
circle <= 0;
|
| 158 |
+
end
|
| 159 |
+
else
|
| 160 |
+
begin
|
| 161 |
+
circle <= circle + 1;
|
| 162 |
+
end
|
| 163 |
+
end
|
| 164 |
+
else
|
| 165 |
+
begin
|
| 166 |
+
circle <= 0;
|
| 167 |
+
count <= 0;
|
| 168 |
+
bias_weights_bram_ena <= 1'b0;
|
| 169 |
+
state <= S_LOAD_BIAS;
|
| 170 |
+
end
|
| 171 |
+
end
|
| 172 |
+
S_LOAD_BIAS:
|
| 173 |
+
begin
|
| 174 |
+
if(circle == 0)
|
| 175 |
+
begin
|
| 176 |
+
bias_weights_bram_ena <= 1'b1;
|
| 177 |
+
bias_weights_bram_addra <= conv1_bias_base + filter;
|
| 178 |
+
circle <= circle + 1;
|
| 179 |
+
end
|
| 180 |
+
else if(circle == 3)
|
| 181 |
+
begin
|
| 182 |
+
bias <= bias_weights_bram_douta;
|
| 183 |
+
circle <= 0;
|
| 184 |
+
count <= 0;
|
| 185 |
+
bias_weights_bram_ena <= 1'b0;
|
| 186 |
+
state <= S_LOAD_DATA;
|
| 187 |
+
end
|
| 188 |
+
else
|
| 189 |
+
begin
|
| 190 |
+
circle <= circle + 1;
|
| 191 |
+
end
|
| 192 |
+
end
|
| 193 |
+
S_LOAD_DATA:
|
| 194 |
+
begin
|
| 195 |
+
if(count < `CONV1_SIZE * `CONV1_SIZE)
|
| 196 |
+
begin
|
| 197 |
+
if(circle == 0)
|
| 198 |
+
begin
|
| 199 |
+
input_bram_ena <= 1'b1;
|
| 200 |
+
input_bram_addra <= graph * `INPUT_NODE + (row + count / `CONV1_SIZE) * `IMAGE_SIZE + column + count % `CONV1_SIZE;
|
| 201 |
+
circle <= circle + 1;
|
| 202 |
+
end
|
| 203 |
+
else if(circle == 3)
|
| 204 |
+
begin
|
| 205 |
+
data_begin = `DATA_SIZE * (`CONV1_SIZE * `CONV1_SIZE - count) - 1;
|
| 206 |
+
matrix1[data_begin-:8] <= input_bram_douta;
|
| 207 |
+
count <= count + 1;
|
| 208 |
+
circle <= 0;
|
| 209 |
+
end
|
| 210 |
+
else
|
| 211 |
+
begin
|
| 212 |
+
circle <= circle + 1;
|
| 213 |
+
end
|
| 214 |
+
end
|
| 215 |
+
else
|
| 216 |
+
begin
|
| 217 |
+
circle <= 0;
|
| 218 |
+
count <= 0;
|
| 219 |
+
input_bram_ena <= 1'b0;
|
| 220 |
+
relu_1_en <= 1'b0;
|
| 221 |
+
state <= S_CONVOLUTE;
|
| 222 |
+
end
|
| 223 |
+
end
|
| 224 |
+
S_CONVOLUTE:
|
| 225 |
+
begin
|
| 226 |
+
result <= dout;
|
| 227 |
+
circle <= 0;
|
| 228 |
+
state <= S_STORE_RESULT;
|
| 229 |
+
end
|
| 230 |
+
S_STORE_RESULT:
|
| 231 |
+
begin
|
| 232 |
+
if(circle == 0)
|
| 233 |
+
begin
|
| 234 |
+
result_bram_ena <= 1'b1;
|
| 235 |
+
result_bram_wea <= 1'b1;
|
| 236 |
+
result_bram_addra <= conv1_result_base + filter * `CONV1_OUTPUT * `CONV1_OUTPUT + row * `CONV1_OUTPUT + column;
|
| 237 |
+
result_bram_dina <= result;
|
| 238 |
+
circle <= circle + 1;
|
| 239 |
+
end
|
| 240 |
+
else if(circle == 3)
|
| 241 |
+
begin
|
| 242 |
+
result_bram_ena <= 1'b0;
|
| 243 |
+
result_bram_wea <= 1'b0;
|
| 244 |
+
circle <= 0;
|
| 245 |
+
if(column == `CONV1_OUTPUT - 1)
|
| 246 |
+
begin
|
| 247 |
+
if(row == `CONV1_OUTPUT - 1)
|
| 248 |
+
begin
|
| 249 |
+
if(channel == `NUM_CHANNELS - 1)
|
| 250 |
+
begin
|
| 251 |
+
filter <= filter + 1;
|
| 252 |
+
end
|
| 253 |
+
channel <= (channel + 1) % `NUM_CHANNELS;
|
| 254 |
+
end
|
| 255 |
+
row <= (row + 1) % `CONV1_OUTPUT;
|
| 256 |
+
end
|
| 257 |
+
column <= (column + 1) % `CONV1_OUTPUT;
|
| 258 |
+
state <= S_CHECK;
|
| 259 |
+
end
|
| 260 |
+
else
|
| 261 |
+
begin
|
| 262 |
+
circle <= circle + 1;
|
| 263 |
+
end
|
| 264 |
+
end
|
| 265 |
+
default:
|
| 266 |
+
begin
|
| 267 |
+
state <= S_IDLE;
|
| 268 |
+
bias_weights_bram_ena <= 1'b0;
|
| 269 |
+
result_bram_ena <= 1'b0;
|
| 270 |
+
result_bram_wea <= 1'b0;
|
| 271 |
+
input_bram_ena <= 1'b0;
|
| 272 |
+
end
|
| 273 |
+
endcase
|
| 274 |
+
end
|
| 275 |
+
end
|
| 276 |
+
end
|
| 277 |
+
|
| 278 |
+
endmodule
|
zhan6841_FPGA-Accelerator-for-AES-LeNet-VGG16/LeNet/conv_2.v
ADDED
|
@@ -0,0 +1,275 @@
|
|
|
|
|
|
|
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|
|
|
|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
`timescale 1ns / 1ps
|
| 2 |
+
//////////////////////////////////////////////////////////////////////////////////
|
| 3 |
+
// Company:
|
| 4 |
+
// Engineer:
|
| 5 |
+
//
|
| 6 |
+
// Create Date: 01/01/2018 08:32:31 PM
|
| 7 |
+
// Design Name:
|
| 8 |
+
// Module Name: conv_2
|
| 9 |
+
// Project Name:
|
| 10 |
+
// Target Devices:
|
| 11 |
+
// Tool Versions:
|
| 12 |
+
// Description:
|
| 13 |
+
//
|
| 14 |
+
// Dependencies:
|
| 15 |
+
//
|
| 16 |
+
// Revision:
|
| 17 |
+
// Revision 0.01 - File Created
|
| 18 |
+
// Additional Comments:
|
| 19 |
+
//
|
| 20 |
+
//////////////////////////////////////////////////////////////////////////////////
|
| 21 |
+
|
| 22 |
+
`define CONV1_DEEP 20
|
| 23 |
+
`define CONV2_DEEP 50
|
| 24 |
+
`define CONV2_SIZE 5
|
| 25 |
+
`define CONV2_INPUT 12
|
| 26 |
+
`define CONV2_OUTPUT 8
|
| 27 |
+
`define DATA_SIZE 8
|
| 28 |
+
|
| 29 |
+
module conv_2(
|
| 30 |
+
clk, rst, conv_2_en, bias_weights_bram_douta, result_bram_douta,
|
| 31 |
+
bias_weights_bram_ena, bias_weights_bram_addra,
|
| 32 |
+
result_bram_ena, result_bram_wea, result_bram_addra, result_bram_dina,
|
| 33 |
+
conv_2_finish
|
| 34 |
+
);
|
| 35 |
+
input clk;
|
| 36 |
+
input rst;
|
| 37 |
+
input conv_2_en;
|
| 38 |
+
input [`DATA_SIZE-1:0] bias_weights_bram_douta;
|
| 39 |
+
input [`DATA_SIZE-1:0] result_bram_douta;
|
| 40 |
+
output reg bias_weights_bram_ena;
|
| 41 |
+
output reg [18:0] bias_weights_bram_addra;
|
| 42 |
+
output reg result_bram_ena;
|
| 43 |
+
output reg result_bram_wea;
|
| 44 |
+
output reg [14:0] result_bram_addra;
|
| 45 |
+
output reg [`DATA_SIZE-1:0] result_bram_dina;
|
| 46 |
+
output reg conv_2_finish;
|
| 47 |
+
|
| 48 |
+
integer filter = 0,
|
| 49 |
+
channel = 0,
|
| 50 |
+
row = 0,
|
| 51 |
+
column = 0,
|
| 52 |
+
count = 0;
|
| 53 |
+
|
| 54 |
+
reg [`DATA_SIZE*`CONV2_SIZE*`CONV2_SIZE-1:0] matrix1;
|
| 55 |
+
reg [`DATA_SIZE*`CONV2_SIZE*`CONV2_SIZE-1:0] matrix2;
|
| 56 |
+
reg [`DATA_SIZE-1:0] bias;
|
| 57 |
+
reg relu_1_en;
|
| 58 |
+
wire [`DATA_SIZE-1:0] dout;
|
| 59 |
+
reg [`DATA_SIZE-1:0] result;
|
| 60 |
+
|
| 61 |
+
multi_add conv_2_ma(
|
| 62 |
+
.matrix1(matrix1),
|
| 63 |
+
.matrix2(matrix2),
|
| 64 |
+
.bias(bias),
|
| 65 |
+
.relu_1_en(relu_1_en),
|
| 66 |
+
.dout(dout)
|
| 67 |
+
);
|
| 68 |
+
|
| 69 |
+
reg [6:0] state;
|
| 70 |
+
|
| 71 |
+
parameter S_IDLE = 7'b1000000,
|
| 72 |
+
S_CHECK = 7'b0100000,
|
| 73 |
+
S_LOAD_WEIGHTS = 7'b0010000,
|
| 74 |
+
S_LOAD_BIAS = 7'b0001000,
|
| 75 |
+
S_LOAD_DATA = 7'b0000100,
|
| 76 |
+
S_CONVOLUTE = 7'b0000010,
|
| 77 |
+
S_STORE_RESULT = 7'b0000001;
|
| 78 |
+
|
| 79 |
+
integer data_begin = 0;
|
| 80 |
+
integer circle = 0;
|
| 81 |
+
|
| 82 |
+
parameter pool1_result_base = 11520,
|
| 83 |
+
conv2_weights_base = 500,
|
| 84 |
+
conv2_bias_base = 430520,
|
| 85 |
+
conv2_result_base = 14400;
|
| 86 |
+
|
| 87 |
+
always@(posedge clk)
|
| 88 |
+
begin
|
| 89 |
+
if(rst == 1'b1)
|
| 90 |
+
begin
|
| 91 |
+
state <= S_IDLE;
|
| 92 |
+
bias_weights_bram_ena <= 1'b0;
|
| 93 |
+
result_bram_ena <= 1'b0;
|
| 94 |
+
result_bram_wea <= 1'b0;
|
| 95 |
+
end
|
| 96 |
+
else
|
| 97 |
+
begin
|
| 98 |
+
if(conv_2_en == 1'b1)
|
| 99 |
+
begin
|
| 100 |
+
case(state)
|
| 101 |
+
S_IDLE:
|
| 102 |
+
begin
|
| 103 |
+
filter <= 0;
|
| 104 |
+
channel <= 0;
|
| 105 |
+
row <= 0;
|
| 106 |
+
column <= 0;
|
| 107 |
+
matrix1 <= 0;
|
| 108 |
+
matrix2 <= 0;
|
| 109 |
+
bias <= 0;
|
| 110 |
+
relu_1_en <= 1'b0;
|
| 111 |
+
result <= 0;
|
| 112 |
+
conv_2_finish <= 1'b0;
|
| 113 |
+
state <= S_CHECK;
|
| 114 |
+
end
|
| 115 |
+
S_CHECK:
|
| 116 |
+
begin
|
| 117 |
+
if(filter == `CONV2_DEEP)
|
| 118 |
+
begin
|
| 119 |
+
bias_weights_bram_ena <= 1'b0;
|
| 120 |
+
result_bram_ena <= 1'b0;
|
| 121 |
+
result_bram_wea <= 1'b0;
|
| 122 |
+
conv_2_finish <= 1'b1;
|
| 123 |
+
state <= S_IDLE;
|
| 124 |
+
end
|
| 125 |
+
else
|
| 126 |
+
begin
|
| 127 |
+
circle <= 0;
|
| 128 |
+
count <= 0;
|
| 129 |
+
state <= S_LOAD_WEIGHTS;
|
| 130 |
+
end
|
| 131 |
+
end
|
| 132 |
+
S_LOAD_WEIGHTS:
|
| 133 |
+
begin
|
| 134 |
+
if(count < `CONV2_SIZE*`CONV2_SIZE)
|
| 135 |
+
begin
|
| 136 |
+
if(circle == 0)
|
| 137 |
+
begin
|
| 138 |
+
bias_weights_bram_ena <= 1'b1;
|
| 139 |
+
bias_weights_bram_addra <= conv2_weights_base + count;
|
| 140 |
+
circle <= circle + 1;
|
| 141 |
+
end
|
| 142 |
+
else if(circle == 3)
|
| 143 |
+
begin
|
| 144 |
+
data_begin = `DATA_SIZE * (`CONV2_SIZE * `CONV2_SIZE - count) - 1;
|
| 145 |
+
matrix2[data_begin-:8] <= bias_weights_bram_douta;
|
| 146 |
+
count <= count + 1;
|
| 147 |
+
circle <= 0;
|
| 148 |
+
end
|
| 149 |
+
else
|
| 150 |
+
begin
|
| 151 |
+
circle <= circle + 1;
|
| 152 |
+
end
|
| 153 |
+
end
|
| 154 |
+
else
|
| 155 |
+
begin
|
| 156 |
+
circle <= 0;
|
| 157 |
+
count <= 0;
|
| 158 |
+
bias_weights_bram_ena <= 1'b0;
|
| 159 |
+
state <= S_LOAD_BIAS;
|
| 160 |
+
end
|
| 161 |
+
end
|
| 162 |
+
S_LOAD_BIAS:
|
| 163 |
+
begin
|
| 164 |
+
if(channel == 0)
|
| 165 |
+
begin
|
| 166 |
+
if(circle == 0)
|
| 167 |
+
begin
|
| 168 |
+
bias_weights_bram_ena <= 1'b1;
|
| 169 |
+
bias_weights_bram_addra <= conv2_bias_base + filter;
|
| 170 |
+
circle <= circle + 1;
|
| 171 |
+
end
|
| 172 |
+
else if(circle == 3)
|
| 173 |
+
begin
|
| 174 |
+
bias <= bias_weights_bram_douta;
|
| 175 |
+
circle <= 0;
|
| 176 |
+
count <= 0;
|
| 177 |
+
bias_weights_bram_ena <= 1'b0;
|
| 178 |
+
state <= S_LOAD_DATA;
|
| 179 |
+
end
|
| 180 |
+
else
|
| 181 |
+
begin
|
| 182 |
+
circle <= circle + 1;
|
| 183 |
+
end
|
| 184 |
+
end
|
| 185 |
+
else
|
| 186 |
+
begin
|
| 187 |
+
bias <= result;
|
| 188 |
+
state <= S_LOAD_DATA;
|
| 189 |
+
end
|
| 190 |
+
end
|
| 191 |
+
S_LOAD_DATA:
|
| 192 |
+
begin
|
| 193 |
+
if(count < `CONV2_SIZE * `CONV2_SIZE)
|
| 194 |
+
begin
|
| 195 |
+
if(circle == 0)
|
| 196 |
+
begin
|
| 197 |
+
result_bram_ena <= 1'b1;
|
| 198 |
+
result_bram_addra <= pool1_result_base + channel * `CONV2_INPUT * `CONV2_INPUT + (row + count / `CONV2_SIZE) * `CONV2_INPUT + column + count % `CONV2_SIZE;
|
| 199 |
+
circle <= circle + 1;
|
| 200 |
+
end
|
| 201 |
+
else if(circle == 3)
|
| 202 |
+
begin
|
| 203 |
+
data_begin = `DATA_SIZE * (`CONV2_SIZE * `CONV2_SIZE - count) - 1;
|
| 204 |
+
matrix1[data_begin-:8] <= result_bram_douta;
|
| 205 |
+
count <= count + 1;
|
| 206 |
+
circle <= 0;
|
| 207 |
+
end
|
| 208 |
+
else
|
| 209 |
+
begin
|
| 210 |
+
circle <= circle + 1;
|
| 211 |
+
end
|
| 212 |
+
end
|
| 213 |
+
else
|
| 214 |
+
begin
|
| 215 |
+
circle <= 0;
|
| 216 |
+
count <= 0;
|
| 217 |
+
result_bram_ena <= 1'b0;
|
| 218 |
+
relu_1_en <= 1'b0;
|
| 219 |
+
state <= S_CONVOLUTE;
|
| 220 |
+
end
|
| 221 |
+
end
|
| 222 |
+
S_CONVOLUTE:
|
| 223 |
+
begin
|
| 224 |
+
result <= dout;
|
| 225 |
+
circle <= 0;
|
| 226 |
+
state <= S_STORE_RESULT;
|
| 227 |
+
end
|
| 228 |
+
S_STORE_RESULT:
|
| 229 |
+
begin
|
| 230 |
+
if(circle == 0)
|
| 231 |
+
begin
|
| 232 |
+
result_bram_ena <= 1'b1;
|
| 233 |
+
result_bram_wea <= 1'b1;
|
| 234 |
+
result_bram_addra <= conv2_result_base + filter * `CONV2_OUTPUT * `CONV2_OUTPUT + row * `CONV2_OUTPUT + column;
|
| 235 |
+
result_bram_dina <= result;
|
| 236 |
+
circle <= circle + 1;
|
| 237 |
+
end
|
| 238 |
+
else if(circle == 3)
|
| 239 |
+
begin
|
| 240 |
+
result_bram_ena <= 1'b0;
|
| 241 |
+
result_bram_wea <= 1'b0;
|
| 242 |
+
circle <= 0;
|
| 243 |
+
if(column == `CONV2_OUTPUT - 1)
|
| 244 |
+
begin
|
| 245 |
+
if(row == `CONV2_OUTPUT - 1)
|
| 246 |
+
begin
|
| 247 |
+
if(channel == `CONV1_DEEP - 1)
|
| 248 |
+
begin
|
| 249 |
+
filter <= filter + 1;
|
| 250 |
+
end
|
| 251 |
+
channel <= (channel + 1) % `CONV1_DEEP;
|
| 252 |
+
end
|
| 253 |
+
row <= (row + 1) % `CONV2_OUTPUT;
|
| 254 |
+
end
|
| 255 |
+
column <= (column + 1) % `CONV2_OUTPUT;
|
| 256 |
+
state <= S_CHECK;
|
| 257 |
+
end
|
| 258 |
+
else
|
| 259 |
+
begin
|
| 260 |
+
circle <= circle + 1;
|
| 261 |
+
end
|
| 262 |
+
end
|
| 263 |
+
default:
|
| 264 |
+
begin
|
| 265 |
+
state <= S_IDLE;
|
| 266 |
+
bias_weights_bram_ena <= 1'b0;
|
| 267 |
+
result_bram_ena <= 1'b0;
|
| 268 |
+
result_bram_wea <= 1'b0;
|
| 269 |
+
end
|
| 270 |
+
endcase
|
| 271 |
+
end
|
| 272 |
+
end
|
| 273 |
+
end
|
| 274 |
+
|
| 275 |
+
endmodule
|
zhan6841_FPGA-Accelerator-for-AES-LeNet-VGG16/LeNet/fc_1.v
ADDED
|
@@ -0,0 +1,272 @@
|
|
|
|
|
|
|
|
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|
|
|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
`timescale 1ns / 1ps
|
| 2 |
+
//////////////////////////////////////////////////////////////////////////////////
|
| 3 |
+
// Company:
|
| 4 |
+
// Engineer:
|
| 5 |
+
//
|
| 6 |
+
// Create Date: 12/31/2017 08:00:24 AM
|
| 7 |
+
// Design Name:
|
| 8 |
+
// Module Name: fc_1
|
| 9 |
+
// Project Name:
|
| 10 |
+
// Target Devices:
|
| 11 |
+
// Tool Versions:
|
| 12 |
+
// Description:
|
| 13 |
+
//
|
| 14 |
+
// Dependencies:
|
| 15 |
+
//
|
| 16 |
+
// Revision:
|
| 17 |
+
// Revision 0.01 - File Created
|
| 18 |
+
// Additional Comments:
|
| 19 |
+
//
|
| 20 |
+
//////////////////////////////////////////////////////////////////////////////////
|
| 21 |
+
|
| 22 |
+
`define FC1_SIZE 500
|
| 23 |
+
`define CONV2_DEEP 50
|
| 24 |
+
`define POOL2_OUTPUT 4
|
| 25 |
+
`define DATA_SIZE 8
|
| 26 |
+
|
| 27 |
+
module fc_1(
|
| 28 |
+
clk, rst, fc_1_en, bias_weights_bram_douta, result_bram_douta,
|
| 29 |
+
bias_weights_bram_ena, bias_weights_bram_addra,
|
| 30 |
+
result_bram_ena, result_bram_wea, result_bram_addra, result_bram_dina,
|
| 31 |
+
fc_1_finish
|
| 32 |
+
);
|
| 33 |
+
input clk;
|
| 34 |
+
input rst;
|
| 35 |
+
input fc_1_en;
|
| 36 |
+
input [`DATA_SIZE-1:0] bias_weights_bram_douta;
|
| 37 |
+
input [`DATA_SIZE-1:0] result_bram_douta;
|
| 38 |
+
output reg bias_weights_bram_ena;
|
| 39 |
+
output reg [18:0] bias_weights_bram_addra;
|
| 40 |
+
output reg result_bram_ena;
|
| 41 |
+
output reg result_bram_wea;
|
| 42 |
+
output reg [14:0] result_bram_addra;
|
| 43 |
+
output reg [`DATA_SIZE-1:0] result_bram_dina;
|
| 44 |
+
output reg fc_1_finish;
|
| 45 |
+
|
| 46 |
+
reg [`DATA_SIZE*25-1:0] matrix1;
|
| 47 |
+
reg [`DATA_SIZE*25-1:0] matrix2;
|
| 48 |
+
reg [`DATA_SIZE-1:0] bias;
|
| 49 |
+
reg relu_1_en;
|
| 50 |
+
wire [`DATA_SIZE-1:0] dout;
|
| 51 |
+
reg [`DATA_SIZE-1:0] result;
|
| 52 |
+
|
| 53 |
+
multi_add fc_1_ma(
|
| 54 |
+
.matrix1(matrix1),
|
| 55 |
+
.matrix2(matrix2),
|
| 56 |
+
.bias(bias),
|
| 57 |
+
.relu_1_en(relu_1_en),
|
| 58 |
+
.dout(dout)
|
| 59 |
+
);
|
| 60 |
+
|
| 61 |
+
reg [6:0] state;
|
| 62 |
+
|
| 63 |
+
parameter S_IDLE = 7'b1000000,
|
| 64 |
+
S_CHECK = 7'b0100000,
|
| 65 |
+
S_LOAD_WEIGHTS = 7'b0010000,
|
| 66 |
+
S_LOAD_BIAS = 7'b0001000,
|
| 67 |
+
S_LOAD_DATA = 7'b0000100,
|
| 68 |
+
S_MULTI_ADD = 7'b0000010,
|
| 69 |
+
S_STORE_RESULT = 7'b0000001;
|
| 70 |
+
|
| 71 |
+
integer count = 0,
|
| 72 |
+
row = 0,
|
| 73 |
+
column = 0,
|
| 74 |
+
circle = 0,
|
| 75 |
+
data_begin = 0;
|
| 76 |
+
|
| 77 |
+
parameter pool2_result_base = 17600,
|
| 78 |
+
fc1_weights_base = 25500,
|
| 79 |
+
fc1_bias_base = 430570,
|
| 80 |
+
fc1_result_base = 18400;
|
| 81 |
+
|
| 82 |
+
always@(posedge clk)
|
| 83 |
+
begin
|
| 84 |
+
if(rst == 1'b1)
|
| 85 |
+
begin
|
| 86 |
+
state <= S_IDLE;
|
| 87 |
+
bias_weights_bram_ena <= 1'b0;
|
| 88 |
+
result_bram_ena <= 1'b0;
|
| 89 |
+
result_bram_wea <= 1'b0;
|
| 90 |
+
end
|
| 91 |
+
else
|
| 92 |
+
begin
|
| 93 |
+
if(fc_1_en == 1'b1)
|
| 94 |
+
begin
|
| 95 |
+
case(state)
|
| 96 |
+
S_IDLE:
|
| 97 |
+
begin
|
| 98 |
+
row <= 0;
|
| 99 |
+
column <= 0;
|
| 100 |
+
matrix1 <= 0;
|
| 101 |
+
matrix2 <= 0;
|
| 102 |
+
bias <= 0;
|
| 103 |
+
relu_1_en <= 1'b1;
|
| 104 |
+
result <= 0;
|
| 105 |
+
fc_1_finish <= 1'b0;
|
| 106 |
+
state <= S_CHECK;
|
| 107 |
+
end
|
| 108 |
+
S_CHECK:
|
| 109 |
+
begin
|
| 110 |
+
if(row == `FC1_SIZE)
|
| 111 |
+
begin
|
| 112 |
+
bias_weights_bram_ena <= 1'b0;
|
| 113 |
+
result_bram_ena <= 1'b0;
|
| 114 |
+
result_bram_wea <= 1'b0;
|
| 115 |
+
relu_1_en <= 1'b0;
|
| 116 |
+
fc_1_finish <= 1'b1;
|
| 117 |
+
state <= S_IDLE;
|
| 118 |
+
end
|
| 119 |
+
else
|
| 120 |
+
begin
|
| 121 |
+
circle <= 0;
|
| 122 |
+
count <= 0;
|
| 123 |
+
result <= 0;
|
| 124 |
+
state <= S_LOAD_WEIGHTS;
|
| 125 |
+
end
|
| 126 |
+
end
|
| 127 |
+
S_LOAD_WEIGHTS:
|
| 128 |
+
begin
|
| 129 |
+
if(count < 25)
|
| 130 |
+
begin
|
| 131 |
+
if(circle == 0)
|
| 132 |
+
begin
|
| 133 |
+
bias_weights_bram_ena <= 1'b1;
|
| 134 |
+
bias_weights_bram_addra <= fc1_weights_base + row * `CONV2_DEEP * `POOL2_OUTPUT * `POOL2_OUTPUT + column;
|
| 135 |
+
circle <= circle + 1;
|
| 136 |
+
end
|
| 137 |
+
else if(circle == 3)
|
| 138 |
+
begin
|
| 139 |
+
data_begin = `DATA_SIZE * (25 - count) - 1;
|
| 140 |
+
matrix2[data_begin-:8] <= bias_weights_bram_douta;
|
| 141 |
+
count <= count + 1;
|
| 142 |
+
column <= column + 1;
|
| 143 |
+
circle <= 0;
|
| 144 |
+
end
|
| 145 |
+
else
|
| 146 |
+
begin
|
| 147 |
+
circle <= circle + 1;
|
| 148 |
+
end
|
| 149 |
+
end
|
| 150 |
+
else
|
| 151 |
+
begin
|
| 152 |
+
circle <= 0;
|
| 153 |
+
count <= 0;
|
| 154 |
+
column <= column - 25;
|
| 155 |
+
bias_weights_bram_ena <= 1'b0;
|
| 156 |
+
state <= S_LOAD_BIAS;
|
| 157 |
+
end
|
| 158 |
+
end
|
| 159 |
+
S_LOAD_BIAS:
|
| 160 |
+
begin
|
| 161 |
+
if(column < 25)
|
| 162 |
+
begin
|
| 163 |
+
if(circle == 0)
|
| 164 |
+
begin
|
| 165 |
+
bias_weights_bram_ena <= 1'b1;
|
| 166 |
+
bias_weights_bram_addra <= fc1_bias_base + row;
|
| 167 |
+
circle <= circle + 1;
|
| 168 |
+
end
|
| 169 |
+
else if(circle == 3)
|
| 170 |
+
begin
|
| 171 |
+
bias <= bias_weights_bram_douta;
|
| 172 |
+
circle <= 0;
|
| 173 |
+
count <= 0;
|
| 174 |
+
bias_weights_bram_ena <= 1'b0;
|
| 175 |
+
state <= S_LOAD_DATA;
|
| 176 |
+
end
|
| 177 |
+
else
|
| 178 |
+
begin
|
| 179 |
+
circle <= circle + 1;
|
| 180 |
+
end
|
| 181 |
+
end
|
| 182 |
+
else
|
| 183 |
+
begin
|
| 184 |
+
bias <= result;
|
| 185 |
+
state <= S_LOAD_DATA;
|
| 186 |
+
end
|
| 187 |
+
end
|
| 188 |
+
S_LOAD_DATA:
|
| 189 |
+
begin
|
| 190 |
+
if(count < 25)
|
| 191 |
+
begin
|
| 192 |
+
if(circle == 0)
|
| 193 |
+
begin
|
| 194 |
+
result_bram_ena <= 1'b1;
|
| 195 |
+
result_bram_addra <= pool2_result_base + column;
|
| 196 |
+
circle <= circle + 1;
|
| 197 |
+
end
|
| 198 |
+
else if(circle == 3)
|
| 199 |
+
begin
|
| 200 |
+
data_begin = `DATA_SIZE * (25 - count) - 1;
|
| 201 |
+
matrix1[data_begin-:8] <= result_bram_douta;
|
| 202 |
+
count <= count + 1;
|
| 203 |
+
column <= column + 1;
|
| 204 |
+
circle <= 0;
|
| 205 |
+
end
|
| 206 |
+
else
|
| 207 |
+
begin
|
| 208 |
+
circle <= circle + 1;
|
| 209 |
+
end
|
| 210 |
+
end
|
| 211 |
+
else
|
| 212 |
+
begin
|
| 213 |
+
circle <= 0;
|
| 214 |
+
count <= 0;
|
| 215 |
+
result_bram_ena <= 1'b0;
|
| 216 |
+
relu_1_en <= 1'b1;
|
| 217 |
+
state <= S_MULTI_ADD;
|
| 218 |
+
end
|
| 219 |
+
end
|
| 220 |
+
S_MULTI_ADD:
|
| 221 |
+
begin
|
| 222 |
+
result <= result + dout;
|
| 223 |
+
if(column == `CONV2_DEEP * `POOL2_OUTPUT * `POOL2_OUTPUT)
|
| 224 |
+
begin
|
| 225 |
+
circle <= 0;
|
| 226 |
+
state <= S_STORE_RESULT;
|
| 227 |
+
end
|
| 228 |
+
else
|
| 229 |
+
begin
|
| 230 |
+
circle <= 0;
|
| 231 |
+
count <= 0;
|
| 232 |
+
state <= S_LOAD_WEIGHTS;
|
| 233 |
+
end
|
| 234 |
+
end
|
| 235 |
+
S_STORE_RESULT:
|
| 236 |
+
begin
|
| 237 |
+
if(circle == 0)
|
| 238 |
+
begin
|
| 239 |
+
result_bram_ena <= 1'b1;
|
| 240 |
+
result_bram_wea <= 1'b1;
|
| 241 |
+
result_bram_addra <= fc1_result_base + row;
|
| 242 |
+
result_bram_dina <= result;
|
| 243 |
+
circle <= circle + 1;
|
| 244 |
+
end
|
| 245 |
+
else if(circle == 3)
|
| 246 |
+
begin
|
| 247 |
+
result_bram_ena <= 1'b0;
|
| 248 |
+
result_bram_wea <= 1'b0;
|
| 249 |
+
circle <= 0;
|
| 250 |
+
column <= 0;
|
| 251 |
+
count <= 0;
|
| 252 |
+
row <= row + 1;
|
| 253 |
+
state <= S_CHECK;
|
| 254 |
+
end
|
| 255 |
+
else
|
| 256 |
+
begin
|
| 257 |
+
circle <= circle + 1;
|
| 258 |
+
end
|
| 259 |
+
end
|
| 260 |
+
default:
|
| 261 |
+
begin
|
| 262 |
+
state <= S_IDLE;
|
| 263 |
+
bias_weights_bram_ena <= 1'b0;
|
| 264 |
+
result_bram_ena <= 1'b0;
|
| 265 |
+
result_bram_wea <= 1'b0;
|
| 266 |
+
end
|
| 267 |
+
endcase
|
| 268 |
+
end
|
| 269 |
+
end
|
| 270 |
+
end
|
| 271 |
+
|
| 272 |
+
endmodule
|
zhan6841_FPGA-Accelerator-for-AES-LeNet-VGG16/LeNet/fc_2.v
ADDED
|
@@ -0,0 +1,276 @@
|
|
|
|
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|
|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
`timescale 1ns / 1ps
|
| 2 |
+
//////////////////////////////////////////////////////////////////////////////////
|
| 3 |
+
// Company:
|
| 4 |
+
// Engineer:
|
| 5 |
+
//
|
| 6 |
+
// Create Date: 01/02/2018 12:22:35 AM
|
| 7 |
+
// Design Name:
|
| 8 |
+
// Module Name: fc_2
|
| 9 |
+
// Project Name:
|
| 10 |
+
// Target Devices:
|
| 11 |
+
// Tool Versions:
|
| 12 |
+
// Description:
|
| 13 |
+
//
|
| 14 |
+
// Dependencies:
|
| 15 |
+
//
|
| 16 |
+
// Revision:
|
| 17 |
+
// Revision 0.01 - File Created
|
| 18 |
+
// Additional Comments:
|
| 19 |
+
//
|
| 20 |
+
//////////////////////////////////////////////////////////////////////////////////
|
| 21 |
+
|
| 22 |
+
`define FC1_SIZE 500
|
| 23 |
+
`define FC2_SIZE 10
|
| 24 |
+
`define DATA_SIZE 8
|
| 25 |
+
|
| 26 |
+
module fc_2(
|
| 27 |
+
clk, rst, fc_2_en, bias_weights_bram_douta, result_bram_douta,
|
| 28 |
+
bias_weights_bram_ena, bias_weights_bram_addra,
|
| 29 |
+
result_bram_ena, result_bram_wea, result_bram_addra, result_bram_dina,
|
| 30 |
+
fc_2_finish,
|
| 31 |
+
out_result
|
| 32 |
+
);
|
| 33 |
+
input clk;
|
| 34 |
+
input rst;
|
| 35 |
+
input fc_2_en;
|
| 36 |
+
input [`DATA_SIZE-1:0] bias_weights_bram_douta;
|
| 37 |
+
input [`DATA_SIZE-1:0] result_bram_douta;
|
| 38 |
+
output reg bias_weights_bram_ena;
|
| 39 |
+
output reg [18:0] bias_weights_bram_addra;
|
| 40 |
+
output reg result_bram_ena;
|
| 41 |
+
output reg result_bram_wea;
|
| 42 |
+
output reg [14:0] result_bram_addra;
|
| 43 |
+
output reg [`DATA_SIZE-1:0] result_bram_dina;
|
| 44 |
+
output reg fc_2_finish;
|
| 45 |
+
output reg [79:0] out_result;
|
| 46 |
+
|
| 47 |
+
reg [`DATA_SIZE*25-1:0] matrix1;
|
| 48 |
+
reg [`DATA_SIZE*25-1:0] matrix2;
|
| 49 |
+
reg [`DATA_SIZE-1:0] bias;
|
| 50 |
+
reg relu_1_en;
|
| 51 |
+
wire [`DATA_SIZE-1:0] dout;
|
| 52 |
+
reg [`DATA_SIZE-1:0] result;
|
| 53 |
+
|
| 54 |
+
multi_add fc_1_ma(
|
| 55 |
+
.matrix1(matrix1),
|
| 56 |
+
.matrix2(matrix2),
|
| 57 |
+
.bias(bias),
|
| 58 |
+
.relu_1_en(relu_1_en),
|
| 59 |
+
.dout(dout)
|
| 60 |
+
);
|
| 61 |
+
|
| 62 |
+
reg [6:0] state;
|
| 63 |
+
|
| 64 |
+
parameter S_IDLE = 7'b1000000,
|
| 65 |
+
S_CHECK = 7'b0100000,
|
| 66 |
+
S_LOAD_WEIGHTS = 7'b0010000,
|
| 67 |
+
S_LOAD_BIAS = 7'b0001000,
|
| 68 |
+
S_LOAD_DATA = 7'b0000100,
|
| 69 |
+
S_MULTI_ADD = 7'b0000010,
|
| 70 |
+
S_STORE_RESULT = 7'b0000001;
|
| 71 |
+
|
| 72 |
+
integer count = 0,
|
| 73 |
+
row = 0,
|
| 74 |
+
column = 0,
|
| 75 |
+
circle = 0,
|
| 76 |
+
data_begin = 0;
|
| 77 |
+
|
| 78 |
+
parameter fc1_result_base = 18400,
|
| 79 |
+
fc2_weights_base = 425500,
|
| 80 |
+
fc2_bias_base = 431070,
|
| 81 |
+
fc2_result_base = 18900;
|
| 82 |
+
|
| 83 |
+
always@(posedge clk)
|
| 84 |
+
begin
|
| 85 |
+
if(rst == 1'b1)
|
| 86 |
+
begin
|
| 87 |
+
state <= S_IDLE;
|
| 88 |
+
bias_weights_bram_ena <= 1'b0;
|
| 89 |
+
result_bram_ena <= 1'b0;
|
| 90 |
+
result_bram_wea <= 1'b0;
|
| 91 |
+
end
|
| 92 |
+
else
|
| 93 |
+
begin
|
| 94 |
+
if(fc_2_en == 1'b1)
|
| 95 |
+
begin
|
| 96 |
+
case(state)
|
| 97 |
+
S_IDLE:
|
| 98 |
+
begin
|
| 99 |
+
row <= 0;
|
| 100 |
+
column <= 0;
|
| 101 |
+
matrix1 <= 0;
|
| 102 |
+
matrix2 <= 0;
|
| 103 |
+
bias <= 0;
|
| 104 |
+
relu_1_en <= 1'b0;
|
| 105 |
+
result <= 0;
|
| 106 |
+
fc_2_finish <= 1'b0;
|
| 107 |
+
state <= S_CHECK;
|
| 108 |
+
end
|
| 109 |
+
S_CHECK:
|
| 110 |
+
begin
|
| 111 |
+
if(row == `FC2_SIZE)
|
| 112 |
+
begin
|
| 113 |
+
bias_weights_bram_ena <= 1'b0;
|
| 114 |
+
result_bram_ena <= 1'b0;
|
| 115 |
+
result_bram_wea <= 1'b0;
|
| 116 |
+
relu_1_en <= 1'b0;
|
| 117 |
+
fc_2_finish <= 1'b1;
|
| 118 |
+
state <= S_IDLE;
|
| 119 |
+
end
|
| 120 |
+
else
|
| 121 |
+
begin
|
| 122 |
+
circle <= 0;
|
| 123 |
+
count <= 0;
|
| 124 |
+
result <= 0;
|
| 125 |
+
state <= S_LOAD_WEIGHTS;
|
| 126 |
+
end
|
| 127 |
+
end
|
| 128 |
+
S_LOAD_WEIGHTS:
|
| 129 |
+
begin
|
| 130 |
+
if(count < 25)
|
| 131 |
+
begin
|
| 132 |
+
if(circle == 0)
|
| 133 |
+
begin
|
| 134 |
+
bias_weights_bram_ena <= 1'b1;
|
| 135 |
+
bias_weights_bram_addra <= fc2_weights_base + row * `FC1_SIZE + column;
|
| 136 |
+
circle <= circle + 1;
|
| 137 |
+
end
|
| 138 |
+
else if(circle == 3)
|
| 139 |
+
begin
|
| 140 |
+
data_begin = `DATA_SIZE * (25 - count) - 1;
|
| 141 |
+
matrix2[data_begin-:8] <= bias_weights_bram_douta;
|
| 142 |
+
count <= count + 1;
|
| 143 |
+
column <= column + 1;
|
| 144 |
+
circle <= 0;
|
| 145 |
+
end
|
| 146 |
+
else
|
| 147 |
+
begin
|
| 148 |
+
circle <= circle + 1;
|
| 149 |
+
end
|
| 150 |
+
end
|
| 151 |
+
else
|
| 152 |
+
begin
|
| 153 |
+
circle <= 0;
|
| 154 |
+
count <= 0;
|
| 155 |
+
column <= column - 25;
|
| 156 |
+
bias_weights_bram_ena <= 1'b0;
|
| 157 |
+
state <= S_LOAD_BIAS;
|
| 158 |
+
end
|
| 159 |
+
end
|
| 160 |
+
S_LOAD_BIAS:
|
| 161 |
+
begin
|
| 162 |
+
if(column < 25)
|
| 163 |
+
begin
|
| 164 |
+
if(circle == 0)
|
| 165 |
+
begin
|
| 166 |
+
bias_weights_bram_ena <= 1'b1;
|
| 167 |
+
bias_weights_bram_addra <= fc2_bias_base + row;
|
| 168 |
+
circle <= circle + 1;
|
| 169 |
+
end
|
| 170 |
+
else if(circle == 3)
|
| 171 |
+
begin
|
| 172 |
+
bias <= bias_weights_bram_douta;
|
| 173 |
+
circle <= 0;
|
| 174 |
+
count <= 0;
|
| 175 |
+
bias_weights_bram_ena <= 1'b0;
|
| 176 |
+
state <= S_LOAD_DATA;
|
| 177 |
+
end
|
| 178 |
+
else
|
| 179 |
+
begin
|
| 180 |
+
circle <= circle + 1;
|
| 181 |
+
end
|
| 182 |
+
end
|
| 183 |
+
else
|
| 184 |
+
begin
|
| 185 |
+
bias <= result;
|
| 186 |
+
state <= S_LOAD_DATA;
|
| 187 |
+
end
|
| 188 |
+
end
|
| 189 |
+
S_LOAD_DATA:
|
| 190 |
+
begin
|
| 191 |
+
if(count < 25)
|
| 192 |
+
begin
|
| 193 |
+
if(circle == 0)
|
| 194 |
+
begin
|
| 195 |
+
result_bram_ena <= 1'b1;
|
| 196 |
+
result_bram_addra <= fc1_result_base + column;
|
| 197 |
+
circle <= circle + 1;
|
| 198 |
+
end
|
| 199 |
+
else if(circle == 3)
|
| 200 |
+
begin
|
| 201 |
+
data_begin = `DATA_SIZE * (25 - count) - 1;
|
| 202 |
+
matrix1[data_begin-:8] <= result_bram_douta;
|
| 203 |
+
count <= count + 1;
|
| 204 |
+
column <= column + 1;
|
| 205 |
+
circle <= 0;
|
| 206 |
+
end
|
| 207 |
+
else
|
| 208 |
+
begin
|
| 209 |
+
circle <= circle + 1;
|
| 210 |
+
end
|
| 211 |
+
end
|
| 212 |
+
else
|
| 213 |
+
begin
|
| 214 |
+
circle <= 0;
|
| 215 |
+
count <= 0;
|
| 216 |
+
result_bram_ena <= 1'b0;
|
| 217 |
+
relu_1_en <= 1'b0;
|
| 218 |
+
state <= S_MULTI_ADD;
|
| 219 |
+
end
|
| 220 |
+
end
|
| 221 |
+
S_MULTI_ADD:
|
| 222 |
+
begin
|
| 223 |
+
result <= result + dout;
|
| 224 |
+
if(column == `FC1_SIZE)
|
| 225 |
+
begin
|
| 226 |
+
circle <= 0;
|
| 227 |
+
state <= S_STORE_RESULT;
|
| 228 |
+
end
|
| 229 |
+
else
|
| 230 |
+
begin
|
| 231 |
+
circle <= 0;
|
| 232 |
+
count <= 0;
|
| 233 |
+
state <= S_LOAD_WEIGHTS;
|
| 234 |
+
end
|
| 235 |
+
end
|
| 236 |
+
S_STORE_RESULT:
|
| 237 |
+
begin
|
| 238 |
+
if(circle == 0)
|
| 239 |
+
begin
|
| 240 |
+
result_bram_ena <= 1'b1;
|
| 241 |
+
result_bram_wea <= 1'b1;
|
| 242 |
+
result_bram_addra <= fc1_result_base + row;
|
| 243 |
+
result_bram_dina <= result;
|
| 244 |
+
circle <= circle + 1;
|
| 245 |
+
end
|
| 246 |
+
else if(circle == 3)
|
| 247 |
+
begin
|
| 248 |
+
$display("%b", result);
|
| 249 |
+
data_begin = 8 * (10 - row) - 1;
|
| 250 |
+
out_result[data_begin-:8] <= result;
|
| 251 |
+
result_bram_ena <= 1'b0;
|
| 252 |
+
result_bram_wea <= 1'b0;
|
| 253 |
+
circle <= 0;
|
| 254 |
+
column <= 0;
|
| 255 |
+
count <= 0;
|
| 256 |
+
row <= row + 1;
|
| 257 |
+
state <= S_CHECK;
|
| 258 |
+
end
|
| 259 |
+
else
|
| 260 |
+
begin
|
| 261 |
+
circle <= circle + 1;
|
| 262 |
+
end
|
| 263 |
+
end
|
| 264 |
+
default:
|
| 265 |
+
begin
|
| 266 |
+
state <= S_IDLE;
|
| 267 |
+
bias_weights_bram_ena <= 1'b0;
|
| 268 |
+
result_bram_ena <= 1'b0;
|
| 269 |
+
result_bram_wea <= 1'b0;
|
| 270 |
+
end
|
| 271 |
+
endcase
|
| 272 |
+
end
|
| 273 |
+
end
|
| 274 |
+
end
|
| 275 |
+
|
| 276 |
+
endmodule
|
zhan6841_FPGA-Accelerator-for-AES-LeNet-VGG16/LeNet/lenet_top.v
ADDED
|
@@ -0,0 +1,583 @@
|
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|
|
| 1 |
+
`timescale 1ns / 1ps
|
| 2 |
+
//////////////////////////////////////////////////////////////////////////////////
|
| 3 |
+
// Company:
|
| 4 |
+
// Engineer:
|
| 5 |
+
//
|
| 6 |
+
// Create Date: 12/30/2017 01:39:54 AM
|
| 7 |
+
// Design Name:
|
| 8 |
+
// Module Name: lenet_top
|
| 9 |
+
// Project Name:
|
| 10 |
+
// Target Devices:
|
| 11 |
+
// Tool Versions:
|
| 12 |
+
// Description:
|
| 13 |
+
//
|
| 14 |
+
// Dependencies:
|
| 15 |
+
//
|
| 16 |
+
// Revision:
|
| 17 |
+
// Revision 0.01 - File Created
|
| 18 |
+
// Additional Comments:
|
| 19 |
+
//
|
| 20 |
+
//////////////////////////////////////////////////////////////////////////////////
|
| 21 |
+
|
| 22 |
+
// LeNet parameters
|
| 23 |
+
`define INPUT_NODE 784
|
| 24 |
+
`define OUTPUT_NODE 10
|
| 25 |
+
`define LAYER1_NODE 500
|
| 26 |
+
`define LAYER2_NODE 500
|
| 27 |
+
`define IMAGE_SIZE 28
|
| 28 |
+
`define NUM_CHANNELS 1
|
| 29 |
+
`define NUM_LABELS 10
|
| 30 |
+
|
| 31 |
+
// Conv1
|
| 32 |
+
`define CONV1_DEEP 20
|
| 33 |
+
`define CONV1_SIZE 5
|
| 34 |
+
`define CONV1_OUTPUT 24
|
| 35 |
+
|
| 36 |
+
// Conv2
|
| 37 |
+
`define CONV2_DEEP 50
|
| 38 |
+
`define CONV2_SIZE 5
|
| 39 |
+
`define CONV2_OUTPUT 8
|
| 40 |
+
|
| 41 |
+
// Fc
|
| 42 |
+
`define FC1_SIZE 500
|
| 43 |
+
|
| 44 |
+
// fixed point
|
| 45 |
+
`define DATA_SIZE 8
|
| 46 |
+
|
| 47 |
+
module lenet_top(
|
| 48 |
+
clk, rst, start, graph, result, lenet_finish
|
| 49 |
+
);
|
| 50 |
+
input clk;
|
| 51 |
+
input rst;
|
| 52 |
+
input start;
|
| 53 |
+
input [4:0] graph;
|
| 54 |
+
output [`DATA_SIZE*`OUTPUT_NODE-1:0] result;
|
| 55 |
+
output lenet_finish;
|
| 56 |
+
|
| 57 |
+
reg finish;
|
| 58 |
+
assign lenet_finish = finish;
|
| 59 |
+
|
| 60 |
+
reg bias_weights_bram_ena;
|
| 61 |
+
reg [0:0] bias_weights_bram_wea;
|
| 62 |
+
reg [18:0] bias_weights_bram_addra;
|
| 63 |
+
reg [7:0] bias_weights_bram_dina = 8'b0;
|
| 64 |
+
wire [7:0] bias_weights_bram_douta;
|
| 65 |
+
|
| 66 |
+
reg result_bram_ena;
|
| 67 |
+
reg [0:0] result_bram_wea;
|
| 68 |
+
reg [14:0] result_bram_addra;
|
| 69 |
+
reg [7:0] result_bram_dina;
|
| 70 |
+
wire [7:0] result_bram_douta;
|
| 71 |
+
|
| 72 |
+
reg input_bram_ena;
|
| 73 |
+
reg [0:0] input_bram_wea;
|
| 74 |
+
reg [12:0] input_bram_addra;
|
| 75 |
+
reg [7:0] input_bram_dina = 8'b0;
|
| 76 |
+
wire [7:0] input_bram_douta;
|
| 77 |
+
|
| 78 |
+
blk_mem_gen_0 bias_weights_bram (
|
| 79 |
+
.clka(clk), // input wire clka
|
| 80 |
+
.ena(bias_weights_bram_ena), // input wire ena
|
| 81 |
+
.wea(bias_weights_bram_wea), // input wire [0 : 0] wea
|
| 82 |
+
.addra(bias_weights_bram_addra), // input wire [18 : 0] addra
|
| 83 |
+
.dina(bias_weights_bram_dina), // input wire [7 : 0] dina
|
| 84 |
+
.douta(bias_weights_bram_douta) // output wire [7 : 0] douta
|
| 85 |
+
);
|
| 86 |
+
|
| 87 |
+
blk_mem_gen_1 result_bram (
|
| 88 |
+
.clka(clk), // input wire clka
|
| 89 |
+
.ena(result_bram_ena), // input wire ena
|
| 90 |
+
.wea(result_bram_wea), // input wire [0 : 0] wea
|
| 91 |
+
.addra(result_bram_addra), // input wire [14 : 0] addra
|
| 92 |
+
.dina(result_bram_dina), // input wire [7 : 0] dina
|
| 93 |
+
.douta(result_bram_douta) // output wire [7 : 0] douta
|
| 94 |
+
);
|
| 95 |
+
|
| 96 |
+
blk_mem_gen_2 input_bram (
|
| 97 |
+
.clka(clk), // input wire clka
|
| 98 |
+
.ena(input_bram_ena), // input wire ena
|
| 99 |
+
.wea(input_bram_wea), // input wire [0 : 0] wea
|
| 100 |
+
.addra(input_bram_addra), // input wire [12 : 0] addra
|
| 101 |
+
.dina(input_bram_dina), // input wire [7 : 0] dina
|
| 102 |
+
.douta(input_bram_douta) // output wire [7 : 0] douta
|
| 103 |
+
);
|
| 104 |
+
|
| 105 |
+
reg conv_1_en;
|
| 106 |
+
wire conv_1_finish;
|
| 107 |
+
reg pool_1_en;
|
| 108 |
+
wire pool_1_finish;
|
| 109 |
+
reg conv_2_en;
|
| 110 |
+
wire conv_2_finish;
|
| 111 |
+
reg pool_2_en;
|
| 112 |
+
wire pool_2_finish;
|
| 113 |
+
reg fc_1_en;
|
| 114 |
+
wire fc_1_finish;
|
| 115 |
+
reg relu_1_en;
|
| 116 |
+
reg fc_2_en;
|
| 117 |
+
wire fc_2_finish;
|
| 118 |
+
reg complete_en;
|
| 119 |
+
wire complete_finish;
|
| 120 |
+
|
| 121 |
+
// conv1
|
| 122 |
+
wire conv_1_bias_weights_bram_ena;
|
| 123 |
+
//wire [0:0] conv_1_bias_weights_bram_wea;
|
| 124 |
+
wire [18:0] conv_1_bias_weights_bram_addra;
|
| 125 |
+
//wire [7:0] conv_1_bias_weights_bram_dina;
|
| 126 |
+
reg [7:0] conv_1_bias_weights_bram_douta;
|
| 127 |
+
wire conv_1_result_bram_ena;
|
| 128 |
+
wire [0:0] conv_1_result_bram_wea;
|
| 129 |
+
wire [14:0] conv_1_result_bram_addra;
|
| 130 |
+
wire [7:0] conv_1_result_bram_dina;
|
| 131 |
+
//reg [7:0] conv_1_result_bram_douta;
|
| 132 |
+
wire conv_1_input_bram_ena;
|
| 133 |
+
//wire [0:0] conv_1_input_bram_wea;
|
| 134 |
+
wire [12:0] conv_1_input_bram_addra;
|
| 135 |
+
//wire [7:0] conv_1_input_bram_dina;
|
| 136 |
+
reg [7:0] conv_1_input_bram_douta;
|
| 137 |
+
|
| 138 |
+
conv_1 u_conv_1(
|
| 139 |
+
.clk(clk),
|
| 140 |
+
.rst(rst),
|
| 141 |
+
.conv_1_en(conv_1_en),
|
| 142 |
+
.bias_weights_bram_douta(conv_1_bias_weights_bram_douta),
|
| 143 |
+
.input_bram_douta(conv_1_input_bram_douta),
|
| 144 |
+
.graph(graph),
|
| 145 |
+
.bias_weights_bram_ena(conv_1_bias_weights_bram_ena),
|
| 146 |
+
.bias_weights_bram_addra(conv_1_bias_weights_bram_addra),
|
| 147 |
+
.result_bram_ena(conv_1_result_bram_ena),
|
| 148 |
+
.result_bram_wea(conv_1_result_bram_wea),
|
| 149 |
+
.result_bram_addra(conv_1_result_bram_addra),
|
| 150 |
+
.result_bram_dina(conv_1_result_bram_dina),
|
| 151 |
+
.input_bram_ena(conv_1_input_bram_ena),
|
| 152 |
+
.input_bram_addra(conv_1_input_bram_addra),
|
| 153 |
+
.conv_1_finish(conv_1_finish)
|
| 154 |
+
);
|
| 155 |
+
|
| 156 |
+
// pool1
|
| 157 |
+
//wire pool_1_bias_weights_bram_ena;
|
| 158 |
+
//wire [0:0] pool_1_bias_weights_bram_wea;
|
| 159 |
+
//wire [18:0] pool_1_bias_weights_bram_addra;
|
| 160 |
+
//wire [7:0] pool_1_bias_weights_bram_dina;
|
| 161 |
+
//wire [7:0] pool_1_bias_weights_bram_douta;
|
| 162 |
+
wire pool_1_result_bram_ena;
|
| 163 |
+
wire [0:0] pool_1_result_bram_wea;
|
| 164 |
+
wire [14:0] pool_1_result_bram_addra;
|
| 165 |
+
wire [7:0] pool_1_result_bram_dina;
|
| 166 |
+
reg [7:0] pool_1_result_bram_douta;
|
| 167 |
+
|
| 168 |
+
pool_1 u_pool_1(
|
| 169 |
+
.clk(clk),
|
| 170 |
+
.rst(rst),
|
| 171 |
+
.pool_1_en(pool_1_en),
|
| 172 |
+
.result_bram_douta(pool_1_result_bram_douta),
|
| 173 |
+
.result_bram_ena(pool_1_result_bram_ena),
|
| 174 |
+
.result_bram_wea(pool_1_result_bram_wea),
|
| 175 |
+
.result_bram_addra(pool_1_result_bram_addra),
|
| 176 |
+
.result_bram_dina(pool_1_result_bram_dina),
|
| 177 |
+
.pool_1_finish(pool_1_finish)
|
| 178 |
+
);
|
| 179 |
+
|
| 180 |
+
// conv2
|
| 181 |
+
wire conv_2_bias_weights_bram_ena;
|
| 182 |
+
//wire [0:0] conv_2_bias_weights_bram_wea;
|
| 183 |
+
wire [18:0] conv_2_bias_weights_bram_addra;
|
| 184 |
+
//wire [7:0] conv_2_bias_weights_bram_dina;
|
| 185 |
+
reg [7:0] conv_2_bias_weights_bram_douta;
|
| 186 |
+
wire conv_2_result_bram_ena;
|
| 187 |
+
wire [0:0] conv_2_result_bram_wea;
|
| 188 |
+
wire [14:0] conv_2_result_bram_addra;
|
| 189 |
+
wire [7:0] conv_2_result_bram_dina;
|
| 190 |
+
reg [7:0] conv_2_result_bram_douta;
|
| 191 |
+
|
| 192 |
+
conv_2 u_conv_2(
|
| 193 |
+
.clk(clk),
|
| 194 |
+
.rst(rst),
|
| 195 |
+
.conv_2_en(conv_2_en),
|
| 196 |
+
.bias_weights_bram_douta(conv_2_bias_weights_bram_douta),
|
| 197 |
+
.result_bram_douta(conv_2_result_bram_douta),
|
| 198 |
+
.bias_weights_bram_ena(conv_2_bias_weights_bram_ena),
|
| 199 |
+
.bias_weights_bram_addra(conv_2_bias_weights_bram_addra),
|
| 200 |
+
.result_bram_ena(conv_2_result_bram_ena),
|
| 201 |
+
.result_bram_wea(conv_2_result_bram_wea),
|
| 202 |
+
.result_bram_addra(conv_2_result_bram_addra),
|
| 203 |
+
.result_bram_dina(conv_2_result_bram_dina),
|
| 204 |
+
.conv_2_finish(conv_2_finish)
|
| 205 |
+
);
|
| 206 |
+
|
| 207 |
+
// pool2
|
| 208 |
+
//wire pool_2_bias_weights_bram_ena;
|
| 209 |
+
//wire [0:0] pool_2_bias_weights_bram_wea;
|
| 210 |
+
//wire [18:0] pool_2_bias_weights_bram_addra;
|
| 211 |
+
//wire [7:0] pool_2_bias_weights_bram_dina;
|
| 212 |
+
//wire [7:0] pool_2_bias_weights_bram_douta;
|
| 213 |
+
wire pool_2_result_bram_ena;
|
| 214 |
+
wire [0:0] pool_2_result_bram_wea;
|
| 215 |
+
wire [14:0] pool_2_result_bram_addra;
|
| 216 |
+
wire [7:0] pool_2_result_bram_dina;
|
| 217 |
+
reg [7:0] pool_2_result_bram_douta;
|
| 218 |
+
|
| 219 |
+
pool_2 u_pool_2(
|
| 220 |
+
.clk(clk),
|
| 221 |
+
.rst(rst),
|
| 222 |
+
.pool_2_en(pool_2_en),
|
| 223 |
+
.result_bram_douta(pool_2_result_bram_douta),
|
| 224 |
+
.result_bram_ena(pool_2_result_bram_ena),
|
| 225 |
+
.result_bram_wea(pool_2_result_bram_wea),
|
| 226 |
+
.result_bram_addra(pool_2_result_bram_addra),
|
| 227 |
+
.result_bram_dina(pool_2_result_bram_dina),
|
| 228 |
+
.pool_2_finish(pool_2_finish)
|
| 229 |
+
);
|
| 230 |
+
|
| 231 |
+
// fc1
|
| 232 |
+
wire fc_1_bias_weights_bram_ena;
|
| 233 |
+
//wire [0:0] fc_1_bias_weights_bram_wea;
|
| 234 |
+
wire [18:0] fc_1_bias_weights_bram_addra;
|
| 235 |
+
//wire [7:0] fc_1_bias_weights_bram_dina;
|
| 236 |
+
reg [7:0] fc_1_bias_weights_bram_douta;
|
| 237 |
+
wire fc_1_result_bram_ena;
|
| 238 |
+
wire [0:0] fc_1_result_bram_wea;
|
| 239 |
+
wire [14:0] fc_1_result_bram_addra;
|
| 240 |
+
wire [7:0] fc_1_result_bram_dina;
|
| 241 |
+
reg [7:0] fc_1_result_bram_douta;
|
| 242 |
+
|
| 243 |
+
fc_1 u_fc_1(
|
| 244 |
+
.clk(clk),
|
| 245 |
+
.rst(rst),
|
| 246 |
+
.fc_1_en(fc_1_en),
|
| 247 |
+
.bias_weights_bram_douta(fc_1_bias_weights_bram_douta),
|
| 248 |
+
.result_bram_douta(fc_1_result_bram_douta),
|
| 249 |
+
.bias_weights_bram_ena(fc_1_bias_weights_bram_ena),
|
| 250 |
+
.bias_weights_bram_addra(fc_1_bias_weights_bram_addra),
|
| 251 |
+
.result_bram_ena(fc_1_result_bram_ena),
|
| 252 |
+
.result_bram_wea(fc_1_result_bram_wea),
|
| 253 |
+
.result_bram_addra(fc_1_result_bram_addra),
|
| 254 |
+
.result_bram_dina(fc_1_result_bram_dina),
|
| 255 |
+
.fc_1_finish(fc_1_finish)
|
| 256 |
+
);
|
| 257 |
+
|
| 258 |
+
// fc2
|
| 259 |
+
wire fc_2_bias_weights_bram_ena;
|
| 260 |
+
//wire [0:0] fc_2_bias_weights_bram_wea;
|
| 261 |
+
wire [18:0] fc_2_bias_weights_bram_addra;
|
| 262 |
+
//wire [7:0] fc_2_bias_weights_bram_dina;
|
| 263 |
+
reg [7:0] fc_2_bias_weights_bram_douta;
|
| 264 |
+
wire fc_2_result_bram_ena;
|
| 265 |
+
wire [0:0] fc_2_result_bram_wea;
|
| 266 |
+
wire [14:0] fc_2_result_bram_addra;
|
| 267 |
+
wire [7:0] fc_2_result_bram_dina;
|
| 268 |
+
reg [7:0] fc_2_result_bram_douta;
|
| 269 |
+
|
| 270 |
+
fc_2 u_fc_2(
|
| 271 |
+
.clk(clk),
|
| 272 |
+
.rst(rst),
|
| 273 |
+
.fc_2_en(fc_2_en),
|
| 274 |
+
.bias_weights_bram_douta(fc_2_bias_weights_bram_douta),
|
| 275 |
+
.result_bram_douta(fc_2_result_bram_douta),
|
| 276 |
+
.bias_weights_bram_ena(fc_2_bias_weights_bram_ena),
|
| 277 |
+
.bias_weights_bram_addra(fc_2_bias_weights_bram_addra),
|
| 278 |
+
.result_bram_ena(fc_2_result_bram_ena),
|
| 279 |
+
.result_bram_wea(fc_2_result_bram_wea),
|
| 280 |
+
.result_bram_addra(fc_2_result_bram_addra),
|
| 281 |
+
.result_bram_dina(fc_2_result_bram_dina),
|
| 282 |
+
.fc_2_finish(fc_2_finish),
|
| 283 |
+
.out_result(result)
|
| 284 |
+
);
|
| 285 |
+
|
| 286 |
+
// complete
|
| 287 |
+
wire complete_result_bram_ena;
|
| 288 |
+
wire [14:0] complete_result_bram_addra;
|
| 289 |
+
reg [7:0] complete_result_bram_douta;
|
| 290 |
+
wire [`DATA_SIZE*`OUTPUT_NODE-1:0] tempresult;
|
| 291 |
+
reg [`DATA_SIZE*`OUTPUT_NODE-1:0] result_1;
|
| 292 |
+
|
| 293 |
+
//assign result = result_1;
|
| 294 |
+
|
| 295 |
+
complete u_complete(
|
| 296 |
+
.clk(clk),
|
| 297 |
+
.rst(rst),
|
| 298 |
+
.complete_en(complete_en),
|
| 299 |
+
.result_bram_douta(complete_result_bram_douta),
|
| 300 |
+
.result_bram_ena(complete_result_bram_ena),
|
| 301 |
+
.result_bram_addra(complete_result_bram_addra),
|
| 302 |
+
.result(tempresult),
|
| 303 |
+
.complete_finish(complete_finish)
|
| 304 |
+
);
|
| 305 |
+
|
| 306 |
+
// States
|
| 307 |
+
reg [7:0] state;
|
| 308 |
+
parameter S_IDLE = 8'b10000000,
|
| 309 |
+
S_CONV_1 = 8'b01000000,
|
| 310 |
+
S_POOL_1 = 8'b00100000,
|
| 311 |
+
S_CONV_2 = 8'b00010000,
|
| 312 |
+
S_POOL_2 = 8'b00001000,
|
| 313 |
+
S_FC_1 = 8'b00000100,
|
| 314 |
+
S_FC_2 = 8'b00000010,
|
| 315 |
+
COMPLETE = 8'b00000001;
|
| 316 |
+
|
| 317 |
+
always@(posedge clk)
|
| 318 |
+
begin
|
| 319 |
+
if(rst == 1'b1)
|
| 320 |
+
begin
|
| 321 |
+
state <= S_IDLE;
|
| 322 |
+
//finish <= 1'b1;
|
| 323 |
+
conv_1_en <= 1'b0;
|
| 324 |
+
pool_1_en <= 1'b0;
|
| 325 |
+
conv_2_en <= 1'b0;
|
| 326 |
+
pool_2_en <= 1'b0;
|
| 327 |
+
fc_1_en <= 1'b0;
|
| 328 |
+
relu_1_en <= 1'b0;
|
| 329 |
+
fc_2_en <= 1'b0;
|
| 330 |
+
result_1 <= 0;
|
| 331 |
+
complete_en <= 1'b0;
|
| 332 |
+
end
|
| 333 |
+
else
|
| 334 |
+
begin
|
| 335 |
+
case (state)
|
| 336 |
+
S_IDLE:
|
| 337 |
+
begin
|
| 338 |
+
if(start == 1'b1)
|
| 339 |
+
begin
|
| 340 |
+
finish <= 1'b0;
|
| 341 |
+
//result_1 <= 0;
|
| 342 |
+
conv_1_en <= 1'b1;
|
| 343 |
+
relu_1_en <= 1'b0;
|
| 344 |
+
state <= S_CONV_1;
|
| 345 |
+
end
|
| 346 |
+
else
|
| 347 |
+
begin
|
| 348 |
+
state <= S_IDLE;
|
| 349 |
+
end
|
| 350 |
+
end
|
| 351 |
+
S_CONV_1:
|
| 352 |
+
begin
|
| 353 |
+
if(conv_1_finish == 1'b1)
|
| 354 |
+
begin
|
| 355 |
+
pool_1_en <= 1'b1;
|
| 356 |
+
conv_1_en <= 1'b0;
|
| 357 |
+
relu_1_en <= 1'b0;
|
| 358 |
+
state <= S_POOL_1;
|
| 359 |
+
end
|
| 360 |
+
end
|
| 361 |
+
S_POOL_1:
|
| 362 |
+
begin
|
| 363 |
+
if(pool_1_finish == 1'b1)
|
| 364 |
+
begin
|
| 365 |
+
conv_2_en <= 1'b1;
|
| 366 |
+
pool_1_en <= 1'b0;
|
| 367 |
+
relu_1_en <= 1'b0;
|
| 368 |
+
state <= S_CONV_2;
|
| 369 |
+
end
|
| 370 |
+
end
|
| 371 |
+
S_CONV_2:
|
| 372 |
+
begin
|
| 373 |
+
if(conv_2_finish == 1'b1)
|
| 374 |
+
begin
|
| 375 |
+
pool_2_en <= 1'b1;
|
| 376 |
+
conv_2_en <= 1'b0;
|
| 377 |
+
relu_1_en <= 1'b0;
|
| 378 |
+
state <= S_POOL_2;
|
| 379 |
+
end
|
| 380 |
+
end
|
| 381 |
+
S_POOL_2:
|
| 382 |
+
begin
|
| 383 |
+
if(pool_2_finish == 1'b1)
|
| 384 |
+
begin
|
| 385 |
+
fc_1_en <= 1'b1;
|
| 386 |
+
pool_2_en <= 1'b0;
|
| 387 |
+
relu_1_en <= 1'b1;
|
| 388 |
+
state <= S_FC_1;
|
| 389 |
+
end
|
| 390 |
+
end
|
| 391 |
+
S_FC_1:
|
| 392 |
+
begin
|
| 393 |
+
if(fc_1_finish == 1'b1)
|
| 394 |
+
begin
|
| 395 |
+
fc_2_en <= 1'b1;
|
| 396 |
+
fc_1_en <= 1'b0;
|
| 397 |
+
relu_1_en <= 1'b0;
|
| 398 |
+
state <= S_FC_2;
|
| 399 |
+
end
|
| 400 |
+
end
|
| 401 |
+
S_FC_2:
|
| 402 |
+
begin
|
| 403 |
+
if(fc_2_finish == 1'b1)
|
| 404 |
+
begin
|
| 405 |
+
complete_en <= 1'b1;
|
| 406 |
+
fc_2_en <= 1'b0;
|
| 407 |
+
relu_1_en <= 1'b0;
|
| 408 |
+
state <= COMPLETE;
|
| 409 |
+
end
|
| 410 |
+
end
|
| 411 |
+
COMPLETE:
|
| 412 |
+
begin
|
| 413 |
+
if(complete_finish == 1'b1)
|
| 414 |
+
begin
|
| 415 |
+
result_1 <= tempresult;
|
| 416 |
+
state <= S_IDLE;
|
| 417 |
+
complete_en <= 1'b0;
|
| 418 |
+
finish <= 1'b1;
|
| 419 |
+
end
|
| 420 |
+
end
|
| 421 |
+
default:
|
| 422 |
+
begin
|
| 423 |
+
state <= S_IDLE;
|
| 424 |
+
conv_1_en <= 1'b0;
|
| 425 |
+
pool_1_en <= 1'b0;
|
| 426 |
+
conv_2_en <= 1'b0;
|
| 427 |
+
pool_2_en <= 1'b0;
|
| 428 |
+
fc_1_en <= 1'b0;
|
| 429 |
+
relu_1_en <= 1'b0;
|
| 430 |
+
fc_2_en <= 1'b0;
|
| 431 |
+
complete_en <= 1'b0;
|
| 432 |
+
end
|
| 433 |
+
endcase
|
| 434 |
+
end
|
| 435 |
+
end
|
| 436 |
+
|
| 437 |
+
// bias_weights_bram
|
| 438 |
+
always@(*)
|
| 439 |
+
begin
|
| 440 |
+
if(rst == 1'b1)
|
| 441 |
+
begin
|
| 442 |
+
bias_weights_bram_ena = 1'b0;
|
| 443 |
+
bias_weights_bram_wea = 1'b0;
|
| 444 |
+
end
|
| 445 |
+
else
|
| 446 |
+
begin
|
| 447 |
+
case (state)
|
| 448 |
+
S_CONV_1:
|
| 449 |
+
begin
|
| 450 |
+
bias_weights_bram_ena = conv_1_bias_weights_bram_ena;
|
| 451 |
+
bias_weights_bram_wea = 1'b0;
|
| 452 |
+
bias_weights_bram_addra = conv_1_bias_weights_bram_addra;
|
| 453 |
+
conv_1_bias_weights_bram_douta = bias_weights_bram_douta;
|
| 454 |
+
end
|
| 455 |
+
S_CONV_2:
|
| 456 |
+
begin
|
| 457 |
+
bias_weights_bram_ena = conv_2_bias_weights_bram_ena;
|
| 458 |
+
bias_weights_bram_wea = 1'b0;
|
| 459 |
+
bias_weights_bram_addra = conv_2_bias_weights_bram_addra;
|
| 460 |
+
conv_2_bias_weights_bram_douta = bias_weights_bram_douta;
|
| 461 |
+
end
|
| 462 |
+
S_FC_1:
|
| 463 |
+
begin
|
| 464 |
+
bias_weights_bram_ena = fc_1_bias_weights_bram_ena;
|
| 465 |
+
bias_weights_bram_wea = 1'b0;
|
| 466 |
+
bias_weights_bram_addra = fc_1_bias_weights_bram_addra;
|
| 467 |
+
fc_1_bias_weights_bram_douta = bias_weights_bram_douta;
|
| 468 |
+
end
|
| 469 |
+
S_FC_2:
|
| 470 |
+
begin
|
| 471 |
+
bias_weights_bram_ena = fc_2_bias_weights_bram_ena;
|
| 472 |
+
bias_weights_bram_wea = 1'b0;
|
| 473 |
+
bias_weights_bram_addra = fc_2_bias_weights_bram_addra;
|
| 474 |
+
fc_2_bias_weights_bram_douta = bias_weights_bram_douta;
|
| 475 |
+
end
|
| 476 |
+
default:
|
| 477 |
+
begin
|
| 478 |
+
bias_weights_bram_ena = 1'b0;
|
| 479 |
+
bias_weights_bram_wea = 1'b0;
|
| 480 |
+
end
|
| 481 |
+
endcase
|
| 482 |
+
end
|
| 483 |
+
end
|
| 484 |
+
|
| 485 |
+
// result_bram
|
| 486 |
+
always@(*)
|
| 487 |
+
begin
|
| 488 |
+
if(rst == 1'b1)
|
| 489 |
+
begin
|
| 490 |
+
result_bram_ena = 1'b0;
|
| 491 |
+
result_bram_wea = 1'b0;
|
| 492 |
+
end
|
| 493 |
+
else
|
| 494 |
+
begin
|
| 495 |
+
case(state)
|
| 496 |
+
S_CONV_1:
|
| 497 |
+
begin
|
| 498 |
+
result_bram_ena = conv_1_result_bram_ena;
|
| 499 |
+
result_bram_wea = conv_1_result_bram_wea;
|
| 500 |
+
result_bram_addra = conv_1_result_bram_addra;
|
| 501 |
+
result_bram_dina = conv_1_result_bram_dina;
|
| 502 |
+
end
|
| 503 |
+
S_POOL_1:
|
| 504 |
+
begin
|
| 505 |
+
result_bram_ena = pool_1_result_bram_ena;
|
| 506 |
+
result_bram_wea = pool_1_result_bram_wea;
|
| 507 |
+
result_bram_addra = pool_1_result_bram_addra;
|
| 508 |
+
result_bram_dina = pool_1_result_bram_dina;
|
| 509 |
+
pool_1_result_bram_douta = result_bram_douta;
|
| 510 |
+
end
|
| 511 |
+
S_CONV_2:
|
| 512 |
+
begin
|
| 513 |
+
result_bram_ena = conv_2_result_bram_ena;
|
| 514 |
+
result_bram_wea = conv_2_result_bram_wea;
|
| 515 |
+
result_bram_addra = conv_2_result_bram_addra;
|
| 516 |
+
result_bram_dina = conv_2_result_bram_dina;
|
| 517 |
+
conv_2_result_bram_douta = result_bram_douta;
|
| 518 |
+
end
|
| 519 |
+
S_POOL_2:
|
| 520 |
+
begin
|
| 521 |
+
result_bram_ena = pool_2_result_bram_ena;
|
| 522 |
+
result_bram_wea = pool_2_result_bram_wea;
|
| 523 |
+
result_bram_addra = pool_2_result_bram_addra;
|
| 524 |
+
result_bram_dina = pool_2_result_bram_dina;
|
| 525 |
+
pool_2_result_bram_douta = result_bram_douta;
|
| 526 |
+
end
|
| 527 |
+
S_FC_1:
|
| 528 |
+
begin
|
| 529 |
+
result_bram_ena = fc_1_result_bram_ena;
|
| 530 |
+
result_bram_wea = fc_1_result_bram_wea;
|
| 531 |
+
result_bram_addra = fc_1_result_bram_addra;
|
| 532 |
+
result_bram_dina = fc_1_result_bram_dina;
|
| 533 |
+
fc_1_result_bram_douta = result_bram_douta;
|
| 534 |
+
end
|
| 535 |
+
S_FC_2:
|
| 536 |
+
begin
|
| 537 |
+
result_bram_ena = fc_2_result_bram_ena;
|
| 538 |
+
result_bram_wea = fc_2_result_bram_wea;
|
| 539 |
+
result_bram_addra = fc_2_result_bram_addra;
|
| 540 |
+
result_bram_dina = fc_2_result_bram_dina;
|
| 541 |
+
fc_2_result_bram_douta = result_bram_douta;
|
| 542 |
+
end
|
| 543 |
+
COMPLETE:
|
| 544 |
+
begin
|
| 545 |
+
result_bram_ena = complete_result_bram_ena;
|
| 546 |
+
result_bram_addra = complete_result_bram_addra;
|
| 547 |
+
complete_result_bram_douta = result_bram_douta;
|
| 548 |
+
end
|
| 549 |
+
default:
|
| 550 |
+
begin
|
| 551 |
+
result_bram_ena = 1'b0;
|
| 552 |
+
result_bram_wea = 1'b0;
|
| 553 |
+
end
|
| 554 |
+
endcase
|
| 555 |
+
end
|
| 556 |
+
end
|
| 557 |
+
|
| 558 |
+
// input_bram
|
| 559 |
+
always@(*)
|
| 560 |
+
begin
|
| 561 |
+
if(rst == 1'b1)
|
| 562 |
+
begin
|
| 563 |
+
input_bram_ena = 1'b0;
|
| 564 |
+
input_bram_wea = 1'b0;
|
| 565 |
+
end
|
| 566 |
+
else
|
| 567 |
+
begin
|
| 568 |
+
if(state == S_CONV_1)
|
| 569 |
+
begin
|
| 570 |
+
input_bram_ena = conv_1_input_bram_ena;
|
| 571 |
+
input_bram_wea = 1'b0;
|
| 572 |
+
input_bram_addra = conv_1_input_bram_addra;
|
| 573 |
+
conv_1_input_bram_douta = input_bram_douta;
|
| 574 |
+
end
|
| 575 |
+
else
|
| 576 |
+
begin
|
| 577 |
+
input_bram_ena = 1'b0;
|
| 578 |
+
input_bram_wea = 1'b0;
|
| 579 |
+
end
|
| 580 |
+
end
|
| 581 |
+
end
|
| 582 |
+
|
| 583 |
+
endmodule
|
zhan6841_FPGA-Accelerator-for-AES-LeNet-VGG16/LeNet/max_pool.v
ADDED
|
@@ -0,0 +1,39 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
`timescale 1ns / 1ps
|
| 2 |
+
//////////////////////////////////////////////////////////////////////////////////
|
| 3 |
+
// Company:
|
| 4 |
+
// Engineer:
|
| 5 |
+
//
|
| 6 |
+
// Create Date: 12/31/2017 07:38:39 AM
|
| 7 |
+
// Design Name:
|
| 8 |
+
// Module Name: max_pool
|
| 9 |
+
// Project Name:
|
| 10 |
+
// Target Devices:
|
| 11 |
+
// Tool Versions:
|
| 12 |
+
// Description:
|
| 13 |
+
//
|
| 14 |
+
// Dependencies:
|
| 15 |
+
//
|
| 16 |
+
// Revision:
|
| 17 |
+
// Revision 0.01 - File Created
|
| 18 |
+
// Additional Comments:
|
| 19 |
+
//
|
| 20 |
+
//////////////////////////////////////////////////////////////////////////////////
|
| 21 |
+
|
| 22 |
+
`define DATA_SIZE 8
|
| 23 |
+
|
| 24 |
+
module max_pool(
|
| 25 |
+
din, dout
|
| 26 |
+
);
|
| 27 |
+
input [4*`DATA_SIZE-1:0] din;
|
| 28 |
+
output [`DATA_SIZE-1:0] dout;
|
| 29 |
+
|
| 30 |
+
wire [`DATA_SIZE-1:0] max_1;
|
| 31 |
+
wire [`DATA_SIZE-1:0] max_2;
|
| 32 |
+
|
| 33 |
+
assign max_1 = ((din[4*`DATA_SIZE-1] == 1'b1) && (din[3*`DATA_SIZE-1] == 1'b0) || ((din[4*`DATA_SIZE-1] == din[3*`DATA_SIZE-1]) && (din[4*`DATA_SIZE-1:3*`DATA_SIZE] < din[3*`DATA_SIZE-1:2*`DATA_SIZE]))) ? din[3*`DATA_SIZE-1:2*`DATA_SIZE] : din[4*`DATA_SIZE-1:3*`DATA_SIZE];
|
| 34 |
+
|
| 35 |
+
assign max_2 = ((max_1[`DATA_SIZE-1] == 1'b1) && (din[2*`DATA_SIZE-1] == 1'b0) || ((max_1[`DATA_SIZE-1] == din[2*`DATA_SIZE-1]) && (max_1 < din[2*`DATA_SIZE-1:`DATA_SIZE]))) ? din[2*`DATA_SIZE-1:`DATA_SIZE] : max_1;
|
| 36 |
+
|
| 37 |
+
assign dout = ((max_2[`DATA_SIZE-1] == 1'b1) && (din[`DATA_SIZE-1] == 1'b0) || ((max_2[`DATA_SIZE-1] == din[`DATA_SIZE-1]) && (max_2 < din[`DATA_SIZE-1:0]))) ? din[`DATA_SIZE-1:0] : max_2;
|
| 38 |
+
|
| 39 |
+
endmodule
|
zhan6841_FPGA-Accelerator-for-AES-LeNet-VGG16/LeNet/multi_add.v
ADDED
|
@@ -0,0 +1,72 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
`timescale 1ns / 1ps
|
| 2 |
+
//////////////////////////////////////////////////////////////////////////////////
|
| 3 |
+
// Company:
|
| 4 |
+
// Engineer:
|
| 5 |
+
//
|
| 6 |
+
// Create Date: 12/31/2017 08:47:25 AM
|
| 7 |
+
// Design Name:
|
| 8 |
+
// Module Name: multi_add
|
| 9 |
+
// Project Name:
|
| 10 |
+
// Target Devices:
|
| 11 |
+
// Tool Versions:
|
| 12 |
+
// Description:
|
| 13 |
+
//
|
| 14 |
+
// Dependencies:
|
| 15 |
+
//
|
| 16 |
+
// Revision:
|
| 17 |
+
// Revision 0.01 - File Created
|
| 18 |
+
// Additional Comments:
|
| 19 |
+
//
|
| 20 |
+
//////////////////////////////////////////////////////////////////////////////////
|
| 21 |
+
|
| 22 |
+
`define LENGTH 5
|
| 23 |
+
`define WIDTH 5
|
| 24 |
+
`define DATA_SIZE 8
|
| 25 |
+
|
| 26 |
+
module multi_add(
|
| 27 |
+
matrix1, matrix2, bias, relu_1_en, dout
|
| 28 |
+
);
|
| 29 |
+
input [`DATA_SIZE*`LENGTH*`WIDTH-1:0] matrix1;
|
| 30 |
+
input [`DATA_SIZE*`LENGTH*`WIDTH-1:0] matrix2;
|
| 31 |
+
input [`DATA_SIZE-1:0] bias;
|
| 32 |
+
input relu_1_en;
|
| 33 |
+
output [`DATA_SIZE-1:0] dout;
|
| 34 |
+
|
| 35 |
+
reg [2*`DATA_SIZE-1:0] temp;
|
| 36 |
+
reg sign;
|
| 37 |
+
reg [`DATA_SIZE-1:0] item1;
|
| 38 |
+
reg [`DATA_SIZE-1:0] item2;
|
| 39 |
+
reg [2*(`DATA_SIZE-1)-1:0] midvalue;
|
| 40 |
+
reg [`DATA_SIZE-1:0] result;
|
| 41 |
+
wire [`DATA_SIZE-1:0] relu_result;
|
| 42 |
+
|
| 43 |
+
relu_1 ma_relu(
|
| 44 |
+
.din(result),
|
| 45 |
+
.dout(relu_result)
|
| 46 |
+
);
|
| 47 |
+
|
| 48 |
+
integer i = 0;
|
| 49 |
+
integer data_begin = 0;
|
| 50 |
+
|
| 51 |
+
assign dout = (relu_1_en == 1'b1) ? relu_result : result;
|
| 52 |
+
|
| 53 |
+
always@(*)
|
| 54 |
+
begin
|
| 55 |
+
temp = 8'b0;
|
| 56 |
+
sign = 1'b0;
|
| 57 |
+
item1 = 8'b0;
|
| 58 |
+
item2 = 8'b0;
|
| 59 |
+
midvalue = 14'b0;
|
| 60 |
+
for(i = 0; i < `LENGTH*`WIDTH; i = i + 1)
|
| 61 |
+
begin
|
| 62 |
+
data_begin = `DATA_SIZE * (`LENGTH * `WIDTH - i) - 1;
|
| 63 |
+
sign = matrix1[data_begin] ^ matrix2[data_begin];
|
| 64 |
+
item1 = (matrix1[data_begin] == 1'b0) ? matrix1[data_begin-:8] : {matrix1[data_begin], ~matrix1[(data_begin-1)-:7] + 1'b1};
|
| 65 |
+
item2 = (matrix2[data_begin] == 1'b0) ? matrix2[data_begin-:8] : {matrix2[data_begin], ~matrix2[(data_begin-1)-:7] + 1'b1};
|
| 66 |
+
midvalue = item1[`DATA_SIZE-2:0] * item2[`DATA_SIZE-2:0];
|
| 67 |
+
temp = temp + {sign, midvalue, 1'b0};
|
| 68 |
+
end
|
| 69 |
+
temp = temp + {bias, 8'b0};
|
| 70 |
+
result = temp >> 8;
|
| 71 |
+
end
|
| 72 |
+
endmodule
|
zhan6841_FPGA-Accelerator-for-AES-LeNet-VGG16/LeNet/pool_1.v
ADDED
|
@@ -0,0 +1,189 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
`timescale 1ns / 1ps
|
| 2 |
+
//////////////////////////////////////////////////////////////////////////////////
|
| 3 |
+
// Company:
|
| 4 |
+
// Engineer:
|
| 5 |
+
//
|
| 6 |
+
// Create Date: 12/30/2017 01:09:48 AM
|
| 7 |
+
// Design Name:
|
| 8 |
+
// Module Name: pool_1
|
| 9 |
+
// Project Name:
|
| 10 |
+
// Target Devices:
|
| 11 |
+
// Tool Versions:
|
| 12 |
+
// Description:
|
| 13 |
+
//
|
| 14 |
+
// Dependencies:
|
| 15 |
+
//
|
| 16 |
+
// Revision:
|
| 17 |
+
// Revision 0.01 - File Created
|
| 18 |
+
// Additional Comments:
|
| 19 |
+
//
|
| 20 |
+
//////////////////////////////////////////////////////////////////////////////////
|
| 21 |
+
|
| 22 |
+
`define CONV1_DEEP 20
|
| 23 |
+
`define POOL1_INPUT 24
|
| 24 |
+
`define POOL1_OUTPUT 12
|
| 25 |
+
`define POOL1_SIZE 2
|
| 26 |
+
`define DATA_SIZE 8
|
| 27 |
+
|
| 28 |
+
module pool_1(
|
| 29 |
+
clk, rst, pool_1_en, result_bram_douta,
|
| 30 |
+
result_bram_ena, result_bram_wea, result_bram_addra, result_bram_dina,
|
| 31 |
+
pool_1_finish
|
| 32 |
+
);
|
| 33 |
+
input clk;
|
| 34 |
+
input rst;
|
| 35 |
+
input pool_1_en;
|
| 36 |
+
input [`DATA_SIZE-1:0] result_bram_douta;
|
| 37 |
+
output reg result_bram_ena;
|
| 38 |
+
output reg result_bram_wea;
|
| 39 |
+
output reg [14:0] result_bram_addra;
|
| 40 |
+
output reg [`DATA_SIZE-1:0] result_bram_dina;
|
| 41 |
+
output reg pool_1_finish;
|
| 42 |
+
|
| 43 |
+
reg [4*`DATA_SIZE-1:0] din;
|
| 44 |
+
wire [`DATA_SIZE-1:0] dout;
|
| 45 |
+
|
| 46 |
+
reg [`DATA_SIZE-1:0] result;
|
| 47 |
+
|
| 48 |
+
max_pool pool_1_mp(
|
| 49 |
+
.din(din),
|
| 50 |
+
.dout(dout)
|
| 51 |
+
);
|
| 52 |
+
|
| 53 |
+
reg [4:0] state;
|
| 54 |
+
|
| 55 |
+
parameter S_IDLE = 5'b10000,
|
| 56 |
+
S_CHECK = 5'b01000,
|
| 57 |
+
S_LOAD_DATA = 5'b00100,
|
| 58 |
+
S_POOLING = 5'b00010,
|
| 59 |
+
S_STORE_RESULT = 5'b00001;
|
| 60 |
+
|
| 61 |
+
integer count = 0,
|
| 62 |
+
circle = 0,
|
| 63 |
+
channel = 0,
|
| 64 |
+
row = 0,
|
| 65 |
+
column = 0,
|
| 66 |
+
data_begin = 0;
|
| 67 |
+
|
| 68 |
+
parameter conv1_result_base = 0,
|
| 69 |
+
pool1_result_base = 11520;
|
| 70 |
+
|
| 71 |
+
always@(posedge clk)
|
| 72 |
+
begin
|
| 73 |
+
if(rst == 1'b1)
|
| 74 |
+
begin
|
| 75 |
+
state <= S_IDLE;
|
| 76 |
+
result_bram_ena <= 1'b0;
|
| 77 |
+
result_bram_wea <= 1'b0;
|
| 78 |
+
end
|
| 79 |
+
else
|
| 80 |
+
begin
|
| 81 |
+
if(pool_1_en == 1'b1)
|
| 82 |
+
begin
|
| 83 |
+
case(state)
|
| 84 |
+
S_IDLE:
|
| 85 |
+
begin
|
| 86 |
+
channel <= 0;
|
| 87 |
+
circle <= 0;
|
| 88 |
+
row <= 0;
|
| 89 |
+
column <= 0;
|
| 90 |
+
din <= 0;
|
| 91 |
+
result <= 0;
|
| 92 |
+
pool_1_finish <= 1'b0;
|
| 93 |
+
state <= S_CHECK;
|
| 94 |
+
end
|
| 95 |
+
S_CHECK:
|
| 96 |
+
begin
|
| 97 |
+
if(channel == `CONV1_DEEP)
|
| 98 |
+
begin
|
| 99 |
+
result_bram_ena <= 1'b0;
|
| 100 |
+
result_bram_wea <= 1'b0;
|
| 101 |
+
pool_1_finish <= 1'b1;
|
| 102 |
+
state <= S_IDLE;
|
| 103 |
+
end
|
| 104 |
+
else
|
| 105 |
+
begin
|
| 106 |
+
circle <= 0;
|
| 107 |
+
count <= 0;
|
| 108 |
+
state <= S_LOAD_DATA;
|
| 109 |
+
end
|
| 110 |
+
end
|
| 111 |
+
S_LOAD_DATA:
|
| 112 |
+
begin
|
| 113 |
+
if(count < `POOL1_SIZE * `POOL1_SIZE)
|
| 114 |
+
begin
|
| 115 |
+
if(circle == 0)
|
| 116 |
+
begin
|
| 117 |
+
result_bram_ena <= 1'b1;
|
| 118 |
+
result_bram_addra <= conv1_result_base + channel * `POOL1_INPUT * `POOL1_INPUT + (row + (count / `POOL1_SIZE)) * `POOL1_INPUT + column + count % `POOL1_SIZE;
|
| 119 |
+
circle <= circle + 1;
|
| 120 |
+
end
|
| 121 |
+
else if(circle == 3)
|
| 122 |
+
begin
|
| 123 |
+
data_begin = `DATA_SIZE * (`POOL1_SIZE * `POOL1_SIZE - count) - 1;
|
| 124 |
+
din[data_begin-:`DATA_SIZE] <= result_bram_douta;
|
| 125 |
+
count <= count + 1;
|
| 126 |
+
circle <= 0;
|
| 127 |
+
end
|
| 128 |
+
else
|
| 129 |
+
begin
|
| 130 |
+
circle <= circle + 1;
|
| 131 |
+
end
|
| 132 |
+
end
|
| 133 |
+
else
|
| 134 |
+
begin
|
| 135 |
+
circle <= 0;
|
| 136 |
+
count <= 0;
|
| 137 |
+
result_bram_ena <= 1'b0;
|
| 138 |
+
state <= S_POOLING;
|
| 139 |
+
end
|
| 140 |
+
end
|
| 141 |
+
S_POOLING:
|
| 142 |
+
begin
|
| 143 |
+
result <= dout;
|
| 144 |
+
circle <= 0;
|
| 145 |
+
state <= S_STORE_RESULT;
|
| 146 |
+
end
|
| 147 |
+
S_STORE_RESULT:
|
| 148 |
+
begin
|
| 149 |
+
if(circle == 0)
|
| 150 |
+
begin
|
| 151 |
+
result_bram_ena <= 1'b1;
|
| 152 |
+
result_bram_wea <= 1'b1;
|
| 153 |
+
result_bram_addra <= pool1_result_base + channel * `POOL1_OUTPUT * `POOL1_OUTPUT + row * `POOL1_OUTPUT + column;
|
| 154 |
+
result_bram_dina <= result;
|
| 155 |
+
circle <= circle + 1;
|
| 156 |
+
end
|
| 157 |
+
else if(circle == 3)
|
| 158 |
+
begin
|
| 159 |
+
result_bram_ena <= 1'b0;
|
| 160 |
+
result_bram_wea <= 1'b0;
|
| 161 |
+
circle <= 0;
|
| 162 |
+
if(column == `POOL1_OUTPUT - 1)
|
| 163 |
+
begin
|
| 164 |
+
if(row == `POOL1_OUTPUT - 1)
|
| 165 |
+
begin
|
| 166 |
+
channel <= channel + 1;
|
| 167 |
+
end
|
| 168 |
+
row <= (row + 1) % `POOL1_OUTPUT;
|
| 169 |
+
end
|
| 170 |
+
column <= (column + 1) % `POOL1_OUTPUT;
|
| 171 |
+
state <= S_CHECK;
|
| 172 |
+
end
|
| 173 |
+
else
|
| 174 |
+
begin
|
| 175 |
+
circle <= circle + 1;
|
| 176 |
+
end
|
| 177 |
+
end
|
| 178 |
+
default:
|
| 179 |
+
begin
|
| 180 |
+
state <= S_IDLE;
|
| 181 |
+
result_bram_ena <= 1'b0;
|
| 182 |
+
result_bram_wea <= 1'b0;
|
| 183 |
+
end
|
| 184 |
+
endcase
|
| 185 |
+
end
|
| 186 |
+
end
|
| 187 |
+
end
|
| 188 |
+
|
| 189 |
+
endmodule
|
zhan6841_FPGA-Accelerator-for-AES-LeNet-VGG16/LeNet/pool_2.v
ADDED
|
@@ -0,0 +1,189 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
`timescale 1ns / 1ps
|
| 2 |
+
//////////////////////////////////////////////////////////////////////////////////
|
| 3 |
+
// Company:
|
| 4 |
+
// Engineer:
|
| 5 |
+
//
|
| 6 |
+
// Create Date: 01/01/2018 09:13:10 PM
|
| 7 |
+
// Design Name:
|
| 8 |
+
// Module Name: pool_2
|
| 9 |
+
// Project Name:
|
| 10 |
+
// Target Devices:
|
| 11 |
+
// Tool Versions:
|
| 12 |
+
// Description:
|
| 13 |
+
//
|
| 14 |
+
// Dependencies:
|
| 15 |
+
//
|
| 16 |
+
// Revision:
|
| 17 |
+
// Revision 0.01 - File Created
|
| 18 |
+
// Additional Comments:
|
| 19 |
+
//
|
| 20 |
+
//////////////////////////////////////////////////////////////////////////////////
|
| 21 |
+
|
| 22 |
+
`define CONV2_DEEP 50
|
| 23 |
+
`define POOL2_INPUT 8
|
| 24 |
+
`define POOL2_OUTPUT 4
|
| 25 |
+
`define POOL2_SIZE 2
|
| 26 |
+
`define DATA_SIZE 8
|
| 27 |
+
|
| 28 |
+
module pool_2(
|
| 29 |
+
clk, rst, pool_2_en, result_bram_douta,
|
| 30 |
+
result_bram_ena, result_bram_wea, result_bram_addra, result_bram_dina,
|
| 31 |
+
pool_2_finish
|
| 32 |
+
);
|
| 33 |
+
input clk;
|
| 34 |
+
input rst;
|
| 35 |
+
input pool_2_en;
|
| 36 |
+
input [`DATA_SIZE-1:0] result_bram_douta;
|
| 37 |
+
output reg result_bram_ena;
|
| 38 |
+
output reg result_bram_wea;
|
| 39 |
+
output reg [14:0] result_bram_addra;
|
| 40 |
+
output reg [`DATA_SIZE-1:0] result_bram_dina;
|
| 41 |
+
output reg pool_2_finish;
|
| 42 |
+
|
| 43 |
+
reg [4*`DATA_SIZE-1:0] din;
|
| 44 |
+
wire [`DATA_SIZE-1:0] dout;
|
| 45 |
+
|
| 46 |
+
reg [`DATA_SIZE-1:0] result;
|
| 47 |
+
|
| 48 |
+
max_pool pool_2_mp(
|
| 49 |
+
.din(din),
|
| 50 |
+
.dout(dout)
|
| 51 |
+
);
|
| 52 |
+
|
| 53 |
+
reg [4:0] state;
|
| 54 |
+
|
| 55 |
+
parameter S_IDLE = 5'b10000,
|
| 56 |
+
S_CHECK = 5'b01000,
|
| 57 |
+
S_LOAD_DATA = 5'b00100,
|
| 58 |
+
S_POOLING = 5'b00010,
|
| 59 |
+
S_STORE_RESULT = 5'b00001;
|
| 60 |
+
|
| 61 |
+
integer count = 0,
|
| 62 |
+
circle = 0,
|
| 63 |
+
channel = 0,
|
| 64 |
+
row = 0,
|
| 65 |
+
column = 0,
|
| 66 |
+
data_begin = 0;
|
| 67 |
+
|
| 68 |
+
parameter conv2_result_base = 14400,
|
| 69 |
+
pool2_result_base = 17600;
|
| 70 |
+
|
| 71 |
+
always@(posedge clk)
|
| 72 |
+
begin
|
| 73 |
+
if(rst == 1'b1)
|
| 74 |
+
begin
|
| 75 |
+
state <= S_IDLE;
|
| 76 |
+
result_bram_ena <= 1'b0;
|
| 77 |
+
result_bram_wea <= 1'b0;
|
| 78 |
+
end
|
| 79 |
+
else
|
| 80 |
+
begin
|
| 81 |
+
if(pool_2_en == 1'b1)
|
| 82 |
+
begin
|
| 83 |
+
case(state)
|
| 84 |
+
S_IDLE:
|
| 85 |
+
begin
|
| 86 |
+
channel <= 0;
|
| 87 |
+
circle <= 0;
|
| 88 |
+
row <= 0;
|
| 89 |
+
column <= 0;
|
| 90 |
+
din <= 0;
|
| 91 |
+
result <= 0;
|
| 92 |
+
pool_2_finish <= 1'b0;
|
| 93 |
+
state <= S_CHECK;
|
| 94 |
+
end
|
| 95 |
+
S_CHECK:
|
| 96 |
+
begin
|
| 97 |
+
if(channel == `CONV2_DEEP)
|
| 98 |
+
begin
|
| 99 |
+
result_bram_ena <= 1'b0;
|
| 100 |
+
result_bram_wea <= 1'b0;
|
| 101 |
+
pool_2_finish <= 1'b1;
|
| 102 |
+
state <= S_IDLE;
|
| 103 |
+
end
|
| 104 |
+
else
|
| 105 |
+
begin
|
| 106 |
+
circle <= 0;
|
| 107 |
+
count <= 0;
|
| 108 |
+
state <= S_LOAD_DATA;
|
| 109 |
+
end
|
| 110 |
+
end
|
| 111 |
+
S_LOAD_DATA:
|
| 112 |
+
begin
|
| 113 |
+
if(count < `POOL2_SIZE * `POOL2_SIZE)
|
| 114 |
+
begin
|
| 115 |
+
if(circle == 0)
|
| 116 |
+
begin
|
| 117 |
+
result_bram_ena <= 1'b1;
|
| 118 |
+
result_bram_addra <= conv2_result_base + channel * `POOL2_INPUT * `POOL2_INPUT + (row + (count / `POOL2_SIZE)) * `POOL2_INPUT + column + count % `POOL2_SIZE;
|
| 119 |
+
circle <= circle + 1;
|
| 120 |
+
end
|
| 121 |
+
else if(circle == 3)
|
| 122 |
+
begin
|
| 123 |
+
data_begin = `DATA_SIZE * (`POOL2_SIZE * `POOL2_SIZE - count) - 1;
|
| 124 |
+
din[data_begin-:`DATA_SIZE] <= result_bram_douta;
|
| 125 |
+
count <= count + 1;
|
| 126 |
+
circle <= 0;
|
| 127 |
+
end
|
| 128 |
+
else
|
| 129 |
+
begin
|
| 130 |
+
circle <= circle + 1;
|
| 131 |
+
end
|
| 132 |
+
end
|
| 133 |
+
else
|
| 134 |
+
begin
|
| 135 |
+
circle <= 0;
|
| 136 |
+
count <= 0;
|
| 137 |
+
result_bram_ena <= 1'b0;
|
| 138 |
+
state <= S_POOLING;
|
| 139 |
+
end
|
| 140 |
+
end
|
| 141 |
+
S_POOLING:
|
| 142 |
+
begin
|
| 143 |
+
result <= dout;
|
| 144 |
+
circle <= 0;
|
| 145 |
+
state <= S_STORE_RESULT;
|
| 146 |
+
end
|
| 147 |
+
S_STORE_RESULT:
|
| 148 |
+
begin
|
| 149 |
+
if(circle == 0)
|
| 150 |
+
begin
|
| 151 |
+
result_bram_ena <= 1'b1;
|
| 152 |
+
result_bram_wea <= 1'b1;
|
| 153 |
+
result_bram_addra <= pool2_result_base + channel * `POOL2_OUTPUT * `POOL2_OUTPUT + row * `POOL2_OUTPUT + column;
|
| 154 |
+
result_bram_dina <= result;
|
| 155 |
+
circle <= circle + 1;
|
| 156 |
+
end
|
| 157 |
+
else if(circle == 3)
|
| 158 |
+
begin
|
| 159 |
+
result_bram_ena <= 1'b0;
|
| 160 |
+
result_bram_wea <= 1'b0;
|
| 161 |
+
circle <= 0;
|
| 162 |
+
if(column == `POOL2_OUTPUT - 1)
|
| 163 |
+
begin
|
| 164 |
+
if(row == `POOL2_OUTPUT - 1)
|
| 165 |
+
begin
|
| 166 |
+
channel <= channel + 1;
|
| 167 |
+
end
|
| 168 |
+
row <= (row + 1) % `POOL2_OUTPUT;
|
| 169 |
+
end
|
| 170 |
+
column <= (column + 1) % `POOL2_OUTPUT;
|
| 171 |
+
state <= S_CHECK;
|
| 172 |
+
end
|
| 173 |
+
else
|
| 174 |
+
begin
|
| 175 |
+
circle <= circle + 1;
|
| 176 |
+
end
|
| 177 |
+
end
|
| 178 |
+
default:
|
| 179 |
+
begin
|
| 180 |
+
state <= S_IDLE;
|
| 181 |
+
result_bram_ena <= 1'b0;
|
| 182 |
+
result_bram_wea <= 1'b0;
|
| 183 |
+
end
|
| 184 |
+
endcase
|
| 185 |
+
end
|
| 186 |
+
end
|
| 187 |
+
end
|
| 188 |
+
|
| 189 |
+
endmodule
|
zhan6841_FPGA-Accelerator-for-AES-LeNet-VGG16/LeNet/relu_1.v
ADDED
|
@@ -0,0 +1,31 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
`timescale 1ns / 1ps
|
| 2 |
+
//////////////////////////////////////////////////////////////////////////////////
|
| 3 |
+
// Company:
|
| 4 |
+
// Engineer:
|
| 5 |
+
//
|
| 6 |
+
// Create Date: 12/31/2017 07:55:17 AM
|
| 7 |
+
// Design Name:
|
| 8 |
+
// Module Name: relu_1
|
| 9 |
+
// Project Name:
|
| 10 |
+
// Target Devices:
|
| 11 |
+
// Tool Versions:
|
| 12 |
+
// Description:
|
| 13 |
+
//
|
| 14 |
+
// Dependencies:
|
| 15 |
+
//
|
| 16 |
+
// Revision:
|
| 17 |
+
// Revision 0.01 - File Created
|
| 18 |
+
// Additional Comments:
|
| 19 |
+
//
|
| 20 |
+
//////////////////////////////////////////////////////////////////////////////////
|
| 21 |
+
|
| 22 |
+
`define DATA_SIZE 8
|
| 23 |
+
|
| 24 |
+
module relu_1(
|
| 25 |
+
din, dout
|
| 26 |
+
);
|
| 27 |
+
input [`DATA_SIZE-1:0] din;
|
| 28 |
+
output [`DATA_SIZE-1:0] dout;
|
| 29 |
+
|
| 30 |
+
assign dout = (din[`DATA_SIZE-1] == 1'b1) ? 8'b0 : din;
|
| 31 |
+
endmodule
|
zhan6841_FPGA-Accelerator-for-AES-LeNet-VGG16/README.md
ADDED
|
@@ -0,0 +1,4 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# FPGA-Accelerator-for-AES-LeNet-VGG16
|
| 2 |
+
AES: the verilog code are from http://www.aoki.ecei.tohoku.ac.jp/crypto/web/cores.html
|
| 3 |
+
LeNet:
|
| 4 |
+
VGG16: Bugs exist
|
zhan6841_FPGA-Accelerator-for-AES-LeNet-VGG16/VGG16/README.md
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
|
zhan6841_FPGA-Accelerator-for-AES-LeNet-VGG16/VGG16/bram_top.v
ADDED
|
@@ -0,0 +1,212 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
`timescale 1ns / 1ps
|
| 2 |
+
//////////////////////////////////////////////////////////////////////////////////
|
| 3 |
+
// Company:
|
| 4 |
+
// Engineer:
|
| 5 |
+
//
|
| 6 |
+
// Create Date: 01/24/2018 11:39:15 PM
|
| 7 |
+
// Design Name:
|
| 8 |
+
// Module Name: bram_top
|
| 9 |
+
// Project Name:
|
| 10 |
+
// Target Devices:
|
| 11 |
+
// Tool Versions:
|
| 12 |
+
// Description:
|
| 13 |
+
//
|
| 14 |
+
// Dependencies:
|
| 15 |
+
//
|
| 16 |
+
// Revision:
|
| 17 |
+
// Revision 0.01 - File Created
|
| 18 |
+
// Additional Comments:
|
| 19 |
+
//
|
| 20 |
+
//////////////////////////////////////////////////////////////////////////////////
|
| 21 |
+
|
| 22 |
+
`define DATA_SIZE 8
|
| 23 |
+
|
| 24 |
+
module bram_top(
|
| 25 |
+
clk, rst,
|
| 26 |
+
loaddma_start, base_addr, num,
|
| 27 |
+
doutb_in,
|
| 28 |
+
data_ena, data_wea, data_addra, data_dina,
|
| 29 |
+
storedma_start,
|
| 30 |
+
clkb_out, rstb_out, enb_out, web_out, addrb_out, dinb_out,
|
| 31 |
+
loaddma_finish,
|
| 32 |
+
vgg16_bram_douta,
|
| 33 |
+
storedma_finish
|
| 34 |
+
);
|
| 35 |
+
input clk;
|
| 36 |
+
input rst;
|
| 37 |
+
input loaddma_start;
|
| 38 |
+
input [19:0] base_addr;
|
| 39 |
+
input [31:0] num;
|
| 40 |
+
input [31:0] doutb_in;
|
| 41 |
+
input data_ena;
|
| 42 |
+
input [0:0] data_wea;
|
| 43 |
+
input [19:0] data_addra;
|
| 44 |
+
input [7:0] data_dina;
|
| 45 |
+
input storedma_start;
|
| 46 |
+
output clkb_out;
|
| 47 |
+
output rstb_out;
|
| 48 |
+
output reg enb_out;
|
| 49 |
+
output reg [3:0] web_out;
|
| 50 |
+
output reg [31:0] addrb_out;
|
| 51 |
+
output reg [31:0] dinb_out;
|
| 52 |
+
output reg loaddma_finish;
|
| 53 |
+
output [7:0] vgg16_bram_douta;
|
| 54 |
+
output reg storedma_finish;
|
| 55 |
+
|
| 56 |
+
reg vgg16_bram_ena;
|
| 57 |
+
reg [0:0] vgg16_bram_wea;
|
| 58 |
+
reg [19:0] vgg16_bram_addra;
|
| 59 |
+
reg [7:0] vgg16_bram_dina;
|
| 60 |
+
// wire [7:0] vgg16_bram_douta;
|
| 61 |
+
|
| 62 |
+
assign clkb_out = clk,
|
| 63 |
+
rstb_out = rst;
|
| 64 |
+
|
| 65 |
+
blk_mem_gen_0 vgg16_bram (
|
| 66 |
+
.clka(clk), // input wire clka
|
| 67 |
+
.ena(vgg16_bram_ena), // input wire ena
|
| 68 |
+
.wea(vgg16_bram_wea), // input wire [0 : 0] wea
|
| 69 |
+
.addra(vgg16_bram_addra), // input wire [19 : 0] addra
|
| 70 |
+
.dina(vgg16_bram_dina), // input wire [7 : 0] dina
|
| 71 |
+
.douta(vgg16_bram_douta) // output wire [7 : 0] douta
|
| 72 |
+
);
|
| 73 |
+
|
| 74 |
+
reg [2:0] state;
|
| 75 |
+
parameter S_IDLE = 3'b100,
|
| 76 |
+
S_LOAD_DMA = 3'b010,
|
| 77 |
+
S_STORE_DMA = 3'b001;
|
| 78 |
+
|
| 79 |
+
reg [31:0] count;
|
| 80 |
+
|
| 81 |
+
integer circle = 0,
|
| 82 |
+
databegin = 0,
|
| 83 |
+
total = 0;
|
| 84 |
+
|
| 85 |
+
always@(posedge clk)
|
| 86 |
+
begin
|
| 87 |
+
if(rst == 1'b1)
|
| 88 |
+
begin
|
| 89 |
+
vgg16_bram_ena <= 1'b0;
|
| 90 |
+
vgg16_bram_wea <= 1'b0;
|
| 91 |
+
vgg16_bram_addra <= 20'b0;
|
| 92 |
+
vgg16_bram_dina <= 8'b0;
|
| 93 |
+
state <= S_IDLE;
|
| 94 |
+
enb_out <= 1'b0;
|
| 95 |
+
web_out <= 4'b0;
|
| 96 |
+
addrb_out <= 32'b0;
|
| 97 |
+
dinb_out <= 32'b0;
|
| 98 |
+
loaddma_finish <= 1'b0;
|
| 99 |
+
end
|
| 100 |
+
else
|
| 101 |
+
begin
|
| 102 |
+
case (state)
|
| 103 |
+
S_IDLE:
|
| 104 |
+
begin
|
| 105 |
+
if(loaddma_start == 1'b1)
|
| 106 |
+
begin
|
| 107 |
+
enb_out <= 1'b1;
|
| 108 |
+
addrb_out <= 32'b0;
|
| 109 |
+
vgg16_bram_ena <= 1'b1;
|
| 110 |
+
vgg16_bram_wea <= 1'b1;
|
| 111 |
+
vgg16_bram_addra <= base_addr;
|
| 112 |
+
count <= 32'b0;
|
| 113 |
+
circle <= 0;
|
| 114 |
+
state <= S_LOAD_DMA;
|
| 115 |
+
loaddma_finish <= 1'b0;
|
| 116 |
+
end
|
| 117 |
+
else if(storedma_start == 1'b1)
|
| 118 |
+
begin
|
| 119 |
+
enb_out <= 1'b1;
|
| 120 |
+
web_out <= 4'b1;
|
| 121 |
+
addrb_out <= 32'b0;
|
| 122 |
+
dinb_out <= 32'b0;
|
| 123 |
+
vgg16_bram_ena <= 1'b1;
|
| 124 |
+
vgg16_bram_addra <= base_addr;
|
| 125 |
+
count <= 32'b0;
|
| 126 |
+
circle <= 0;
|
| 127 |
+
total <= 0;
|
| 128 |
+
storedma_finish <= 1'b0;
|
| 129 |
+
state <= S_STORE_DMA;
|
| 130 |
+
end
|
| 131 |
+
else
|
| 132 |
+
begin
|
| 133 |
+
vgg16_bram_ena <= data_ena;
|
| 134 |
+
vgg16_bram_wea <= data_wea;
|
| 135 |
+
vgg16_bram_addra <= data_addra;
|
| 136 |
+
vgg16_bram_dina <= data_dina;
|
| 137 |
+
state <= S_IDLE;
|
| 138 |
+
end
|
| 139 |
+
end
|
| 140 |
+
S_LOAD_DMA:
|
| 141 |
+
begin
|
| 142 |
+
if(count == num)
|
| 143 |
+
begin
|
| 144 |
+
count <= 32'b0;
|
| 145 |
+
state <= S_IDLE;
|
| 146 |
+
enb_out <= 1'b0;
|
| 147 |
+
addrb_out <= 32'b0;
|
| 148 |
+
circle <= 0;
|
| 149 |
+
vgg16_bram_ena <= 1'b0;
|
| 150 |
+
vgg16_bram_wea <= 1'b0;
|
| 151 |
+
vgg16_bram_addra <= 20'b0;
|
| 152 |
+
loaddma_finish <= 1'b1;
|
| 153 |
+
end
|
| 154 |
+
else
|
| 155 |
+
begin
|
| 156 |
+
databegin = `DATA_SIZE * (4 - circle) - 1;
|
| 157 |
+
vgg16_bram_dina <= doutb_in[databegin-:8];
|
| 158 |
+
vgg16_bram_addra <= vgg16_bram_addra + count[19:0];
|
| 159 |
+
count <= count + 32'b1;
|
| 160 |
+
circle = circle + 1;
|
| 161 |
+
if(circle == 4)
|
| 162 |
+
begin
|
| 163 |
+
circle <= 0;
|
| 164 |
+
addrb_out <= addrb_out + 32'b1;
|
| 165 |
+
end
|
| 166 |
+
end
|
| 167 |
+
end
|
| 168 |
+
S_STORE_DMA:
|
| 169 |
+
begin
|
| 170 |
+
if(circle == 2)
|
| 171 |
+
begin
|
| 172 |
+
if(count == num)
|
| 173 |
+
begin
|
| 174 |
+
state <= S_IDLE;
|
| 175 |
+
enb_out <= 1'b0;
|
| 176 |
+
web_out <= 4'b0;
|
| 177 |
+
addrb_out <= 32'b0;
|
| 178 |
+
dinb_out <= 32'b0;
|
| 179 |
+
vgg16_bram_ena <= 1'b0;
|
| 180 |
+
vgg16_bram_addra <= 20'b0;
|
| 181 |
+
count <= 32'b0;
|
| 182 |
+
total <= 0;
|
| 183 |
+
storedma_finish <= 1'b1;
|
| 184 |
+
end
|
| 185 |
+
else
|
| 186 |
+
begin
|
| 187 |
+
databegin = `DATA_SIZE * (4 - total) - 1;
|
| 188 |
+
dinb_out[databegin-:8] <= vgg16_bram_douta;
|
| 189 |
+
vgg16_bram_addra <= vgg16_bram_addra + 20'b1;
|
| 190 |
+
count <= count + 32'b1;
|
| 191 |
+
total = total + 1;
|
| 192 |
+
if(total == 4)
|
| 193 |
+
begin
|
| 194 |
+
total <= 0;
|
| 195 |
+
addrb_out <= addrb_out + 32'b1;
|
| 196 |
+
end
|
| 197 |
+
end
|
| 198 |
+
circle <= 0;
|
| 199 |
+
end
|
| 200 |
+
else
|
| 201 |
+
begin
|
| 202 |
+
circle <= circle + 1;
|
| 203 |
+
end
|
| 204 |
+
end
|
| 205 |
+
default:
|
| 206 |
+
begin
|
| 207 |
+
state <= S_IDLE;
|
| 208 |
+
end
|
| 209 |
+
endcase
|
| 210 |
+
end
|
| 211 |
+
end
|
| 212 |
+
endmodule
|
zhan6841_FPGA-Accelerator-for-AES-LeNet-VGG16/VGG16/conv.v
ADDED
|
@@ -0,0 +1,555 @@
|
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|
|
|
|
|
|
|
|
|
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|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
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|
|
|
|
|
|
|
| 1 |
+
`timescale 1ns / 1ps
|
| 2 |
+
//////////////////////////////////////////////////////////////////////////////////
|
| 3 |
+
// Company:
|
| 4 |
+
// Engineer:
|
| 5 |
+
//
|
| 6 |
+
// Create Date: 01/21/2018 10:25:44 PM
|
| 7 |
+
// Design Name:
|
| 8 |
+
// Module Name: conv
|
| 9 |
+
// Project Name:
|
| 10 |
+
// Target Devices:
|
| 11 |
+
// Tool Versions:
|
| 12 |
+
// Description:
|
| 13 |
+
//
|
| 14 |
+
// Dependencies:
|
| 15 |
+
//
|
| 16 |
+
// Revision:
|
| 17 |
+
// Revision 0.01 - File Created
|
| 18 |
+
// Additional Comments:
|
| 19 |
+
//
|
| 20 |
+
//////////////////////////////////////////////////////////////////////////////////
|
| 21 |
+
|
| 22 |
+
`define DATA_SIZE 8
|
| 23 |
+
`define CONV_SIZE 3
|
| 24 |
+
|
| 25 |
+
module conv(
|
| 26 |
+
clk, rst, conv_en, addbefore, vgg16_bram_douta,
|
| 27 |
+
weight_base_addr, bias_base_addr, data_base_addr, result_base_addr,
|
| 28 |
+
rownum, columnnum, channelnum, filternum,
|
| 29 |
+
vgg16_bram_ena, vgg16_bram_wea, vgg16_bram_addra, vgg16_bram_dina,
|
| 30 |
+
conv_finish
|
| 31 |
+
);
|
| 32 |
+
input clk;
|
| 33 |
+
input rst;
|
| 34 |
+
input conv_en;
|
| 35 |
+
input addbefore;
|
| 36 |
+
input [7:0] vgg16_bram_douta;
|
| 37 |
+
input [19:0] weight_base_addr;
|
| 38 |
+
input [19:0] bias_base_addr;
|
| 39 |
+
input [19:0] data_base_addr;
|
| 40 |
+
input [19:0] result_base_addr;
|
| 41 |
+
input [9:0] rownum;
|
| 42 |
+
input [9:0] columnnum;
|
| 43 |
+
input [9:0] channelnum;
|
| 44 |
+
input [9:0] filternum;
|
| 45 |
+
output reg vgg16_bram_ena;
|
| 46 |
+
output reg [0:0] vgg16_bram_wea;
|
| 47 |
+
output reg [19:0] vgg16_bram_addra;
|
| 48 |
+
output reg [7:0] vgg16_bram_dina;
|
| 49 |
+
output reg conv_finish;
|
| 50 |
+
|
| 51 |
+
reg [`DATA_SIZE*`CONV_SIZE*`CONV_SIZE-1:0] matrix1;
|
| 52 |
+
reg [`DATA_SIZE*`CONV_SIZE*`CONV_SIZE-1:0] matrix2;
|
| 53 |
+
reg [`DATA_SIZE-1:0] bias;
|
| 54 |
+
reg relu_en;
|
| 55 |
+
wire [`DATA_SIZE-1:0] dout;
|
| 56 |
+
|
| 57 |
+
mult_add conv_ma(
|
| 58 |
+
.matrix1(matrix1),
|
| 59 |
+
.matrix2(matrix2),
|
| 60 |
+
.bias(bias),
|
| 61 |
+
.relu_en(relu_en),
|
| 62 |
+
.dout(dout)
|
| 63 |
+
);
|
| 64 |
+
|
| 65 |
+
// reg [9:0] row;
|
| 66 |
+
// reg [9:0] column;
|
| 67 |
+
// reg [9:0] channel;
|
| 68 |
+
// reg [9:0] filter;
|
| 69 |
+
integer row = 0,
|
| 70 |
+
column = 0,
|
| 71 |
+
channel = 0,
|
| 72 |
+
filter = 0,
|
| 73 |
+
count = 0,
|
| 74 |
+
circle = 0,
|
| 75 |
+
databegin = 0;
|
| 76 |
+
|
| 77 |
+
reg [`DATA_SIZE-1:0] result;
|
| 78 |
+
|
| 79 |
+
reg [6:0] state;
|
| 80 |
+
parameter S_IDLE = 7'b1000000,
|
| 81 |
+
S_CHECK = 7'b0100000,
|
| 82 |
+
S_LOAD_WEIGHTS = 7'b0010000,
|
| 83 |
+
S_LOAD_BIAS = 7'b0001000,
|
| 84 |
+
S_LOAD_DATA = 7'b0000100,
|
| 85 |
+
S_CONVOLUTE = 7'b0000010,
|
| 86 |
+
S_STORE_RESULT = 7'b0000001;
|
| 87 |
+
|
| 88 |
+
always@(posedge clk)
|
| 89 |
+
begin
|
| 90 |
+
if(rst == 1'b1)
|
| 91 |
+
begin
|
| 92 |
+
state <= S_IDLE;
|
| 93 |
+
vgg16_bram_ena <= 1'b0;
|
| 94 |
+
vgg16_bram_wea <= 1'b0;
|
| 95 |
+
row <= 0;
|
| 96 |
+
column <= 0;
|
| 97 |
+
channel <= 0;
|
| 98 |
+
filter <= 0;
|
| 99 |
+
count <= 0;
|
| 100 |
+
circle <= 0;
|
| 101 |
+
end
|
| 102 |
+
else
|
| 103 |
+
begin
|
| 104 |
+
if(conv_en == 1'b1)
|
| 105 |
+
begin
|
| 106 |
+
case (state)
|
| 107 |
+
S_IDLE:
|
| 108 |
+
begin
|
| 109 |
+
row <= 0;
|
| 110 |
+
column <= 0;
|
| 111 |
+
channel <= 0;
|
| 112 |
+
filter <= 0;
|
| 113 |
+
count <= 0;
|
| 114 |
+
circle <= 0;
|
| 115 |
+
matrix1 <= 0;
|
| 116 |
+
matrix2 <= 0;
|
| 117 |
+
bias <= 0;
|
| 118 |
+
relu_en <= 0;
|
| 119 |
+
result <= 0;
|
| 120 |
+
conv_finish <= 1'b0;
|
| 121 |
+
state <= S_CHECK;
|
| 122 |
+
end
|
| 123 |
+
S_CHECK:
|
| 124 |
+
begin
|
| 125 |
+
if(filter == filternum)
|
| 126 |
+
begin
|
| 127 |
+
vgg16_bram_ena <= 1'b0;
|
| 128 |
+
vgg16_bram_wea <= 1'b0;
|
| 129 |
+
conv_finish <= 1'b1;
|
| 130 |
+
state <= S_IDLE;
|
| 131 |
+
end
|
| 132 |
+
else
|
| 133 |
+
begin
|
| 134 |
+
circle <= 0;
|
| 135 |
+
count <= 0;
|
| 136 |
+
state <= S_LOAD_WEIGHTS;
|
| 137 |
+
end
|
| 138 |
+
end
|
| 139 |
+
S_LOAD_WEIGHTS:
|
| 140 |
+
begin
|
| 141 |
+
if(count < `CONV_SIZE * `CONV_SIZE)
|
| 142 |
+
begin
|
| 143 |
+
if(circle == 0)
|
| 144 |
+
begin
|
| 145 |
+
vgg16_bram_ena <= 1'b1;
|
| 146 |
+
vgg16_bram_addra <= weight_base_addr + filter * `CONV_SIZE * `CONV_SIZE * {10'b0, channelnum} + channel * `CONV_SIZE * `CONV_SIZE + count;
|
| 147 |
+
circle <= circle + 1;
|
| 148 |
+
end
|
| 149 |
+
else if(circle == 2)
|
| 150 |
+
begin
|
| 151 |
+
databegin = `DATA_SIZE * (`CONV_SIZE * `CONV_SIZE - count) - 1;
|
| 152 |
+
matrix2[databegin-:8] <= vgg16_bram_douta;
|
| 153 |
+
count <= count + 1;
|
| 154 |
+
circle <= 0;
|
| 155 |
+
end
|
| 156 |
+
else
|
| 157 |
+
begin
|
| 158 |
+
circle <= circle + 1;
|
| 159 |
+
end
|
| 160 |
+
end
|
| 161 |
+
else
|
| 162 |
+
begin
|
| 163 |
+
circle <= 0;
|
| 164 |
+
count <= 0;
|
| 165 |
+
vgg16_bram_ena <= 1'b0;
|
| 166 |
+
state <= S_LOAD_BIAS;
|
| 167 |
+
end
|
| 168 |
+
end
|
| 169 |
+
S_LOAD_BIAS:
|
| 170 |
+
begin
|
| 171 |
+
if(channel == 0)
|
| 172 |
+
begin
|
| 173 |
+
if(circle == 0)
|
| 174 |
+
begin
|
| 175 |
+
vgg16_bram_ena <= 1'b1;
|
| 176 |
+
vgg16_bram_addra <= bias_base_addr + filter;
|
| 177 |
+
circle <= circle + 1;
|
| 178 |
+
end
|
| 179 |
+
else if(circle == 2)
|
| 180 |
+
begin
|
| 181 |
+
bias <= vgg16_bram_douta;
|
| 182 |
+
circle <= 0;
|
| 183 |
+
count <= 0;
|
| 184 |
+
vgg16_bram_ena <= 1'b0;
|
| 185 |
+
state <= S_LOAD_DATA;
|
| 186 |
+
end
|
| 187 |
+
else
|
| 188 |
+
begin
|
| 189 |
+
circle <= circle + 1;
|
| 190 |
+
end
|
| 191 |
+
end
|
| 192 |
+
else
|
| 193 |
+
begin
|
| 194 |
+
bias <= result;
|
| 195 |
+
state <= S_LOAD_DATA;
|
| 196 |
+
end
|
| 197 |
+
end
|
| 198 |
+
S_LOAD_DATA:
|
| 199 |
+
begin
|
| 200 |
+
if(row > 0 && row < rownum - 10'b1 && column > 0 && column < columnnum - 10'b1)
|
| 201 |
+
begin
|
| 202 |
+
if(count < `CONV_SIZE * `CONV_SIZE)
|
| 203 |
+
begin
|
| 204 |
+
if(circle == 0)
|
| 205 |
+
begin
|
| 206 |
+
vgg16_bram_ena <= 1'b1;
|
| 207 |
+
vgg16_bram_addra <= data_base_addr + channel * rownum * columnnum + ((row-1) + count / `CONV_SIZE) * rownum + (column-1) + count % `CONV_SIZE;
|
| 208 |
+
circle <= circle + 1;
|
| 209 |
+
end
|
| 210 |
+
else if(circle == 2)
|
| 211 |
+
begin
|
| 212 |
+
databegin = `DATA_SIZE * (`CONV_SIZE * `CONV_SIZE - count) - 1;
|
| 213 |
+
matrix1[databegin-:8] <= vgg16_bram_douta;
|
| 214 |
+
count <= count + 1;
|
| 215 |
+
circle <= 0;
|
| 216 |
+
end
|
| 217 |
+
else
|
| 218 |
+
begin
|
| 219 |
+
circle <= circle + 1;
|
| 220 |
+
end
|
| 221 |
+
end
|
| 222 |
+
else
|
| 223 |
+
begin
|
| 224 |
+
circle <= 0;
|
| 225 |
+
count <= 0;
|
| 226 |
+
vgg16_bram_ena <= 1'b0;
|
| 227 |
+
relu_en <= 1'b1;
|
| 228 |
+
state <= S_CONVOLUTE;
|
| 229 |
+
end
|
| 230 |
+
end
|
| 231 |
+
else if(row == 0)
|
| 232 |
+
begin
|
| 233 |
+
if(column == 0)
|
| 234 |
+
begin
|
| 235 |
+
if(count < (`CONV_SIZE - 1) * (`CONV_SIZE - 1))
|
| 236 |
+
begin
|
| 237 |
+
if(circle == 0)
|
| 238 |
+
begin
|
| 239 |
+
vgg16_bram_ena <= 1'b1;
|
| 240 |
+
vgg16_bram_addra <= data_base_addr + channel * rownum * columnnum + (count / (`CONV_SIZE-1)) * rownum + column + count % (`CONV_SIZE-1);
|
| 241 |
+
circle <= circle + 1;
|
| 242 |
+
end
|
| 243 |
+
else if(circle == 2)
|
| 244 |
+
begin
|
| 245 |
+
databegin = `DATA_SIZE * (`CONV_SIZE * (`CONV_SIZE - 1) - (count/(`CONV_SIZE-1)+1) - count) - 1;
|
| 246 |
+
matrix1[databegin-:8] <= vgg16_bram_douta;
|
| 247 |
+
count <= count + 1;
|
| 248 |
+
circle <= 0;
|
| 249 |
+
end
|
| 250 |
+
else
|
| 251 |
+
begin
|
| 252 |
+
circle <= circle + 1;
|
| 253 |
+
end
|
| 254 |
+
end
|
| 255 |
+
else
|
| 256 |
+
begin
|
| 257 |
+
matrix1[71:40] <= 32'b0;
|
| 258 |
+
matrix1[23:16] <= 8'b0;
|
| 259 |
+
circle <= 0;
|
| 260 |
+
count <= 0;
|
| 261 |
+
vgg16_bram_ena <= 1'b0;
|
| 262 |
+
relu_en <= 1'b1;
|
| 263 |
+
state <= S_CONVOLUTE;
|
| 264 |
+
end
|
| 265 |
+
end
|
| 266 |
+
else if(column == columnnum - 10'b1)
|
| 267 |
+
begin
|
| 268 |
+
if(count < (`CONV_SIZE - 1) * (`CONV_SIZE - 1))
|
| 269 |
+
begin
|
| 270 |
+
if(circle == 0)
|
| 271 |
+
begin
|
| 272 |
+
vgg16_bram_ena <= 1'b1;
|
| 273 |
+
vgg16_bram_addra <= data_base_addr + channel * rownum * columnnum + (count / (`CONV_SIZE-1)) * rownum + (column-1) + count % (`CONV_SIZE-1);
|
| 274 |
+
circle <= circle + 1;
|
| 275 |
+
end
|
| 276 |
+
else if(circle == 2)
|
| 277 |
+
begin
|
| 278 |
+
databegin = `DATA_SIZE * (`CONV_SIZE * (`CONV_SIZE - 1) - count/(`CONV_SIZE-1) - count) - 1;
|
| 279 |
+
matrix1[databegin-:8] <= vgg16_bram_douta;
|
| 280 |
+
count <= count + 1;
|
| 281 |
+
circle <= 0;
|
| 282 |
+
end
|
| 283 |
+
else
|
| 284 |
+
begin
|
| 285 |
+
circle <= circle + 1;
|
| 286 |
+
end
|
| 287 |
+
end
|
| 288 |
+
else
|
| 289 |
+
begin
|
| 290 |
+
matrix1[71:48] <= 24'b0;
|
| 291 |
+
matrix1[31:24] <= 8'b0;
|
| 292 |
+
matrix1[7:0] <= 8'b0;
|
| 293 |
+
circle <= 0;
|
| 294 |
+
count <= 0;
|
| 295 |
+
vgg16_bram_ena <= 1'b0;
|
| 296 |
+
relu_en <= 1'b1;
|
| 297 |
+
state <= S_CONVOLUTE;
|
| 298 |
+
end
|
| 299 |
+
end
|
| 300 |
+
else
|
| 301 |
+
begin
|
| 302 |
+
if(count < `CONV_SIZE * (`CONV_SIZE - 1))
|
| 303 |
+
begin
|
| 304 |
+
if(circle == 0)
|
| 305 |
+
begin
|
| 306 |
+
vgg16_bram_ena <= 1'b1;
|
| 307 |
+
vgg16_bram_addra <= data_base_addr + channel * rownum * columnnum + (count / `CONV_SIZE) * rownum + (column-1) + count % `CONV_SIZE;
|
| 308 |
+
circle <= circle + 1;
|
| 309 |
+
end
|
| 310 |
+
else if(circle == 2)
|
| 311 |
+
begin
|
| 312 |
+
databegin = `DATA_SIZE * (`CONV_SIZE * (`CONV_SIZE - 1) - count) - 1;
|
| 313 |
+
matrix1[databegin-:8] <= vgg16_bram_douta;
|
| 314 |
+
count <= count + 1;
|
| 315 |
+
circle <= 0;
|
| 316 |
+
end
|
| 317 |
+
else
|
| 318 |
+
begin
|
| 319 |
+
circle <= circle + 1;
|
| 320 |
+
end
|
| 321 |
+
end
|
| 322 |
+
else
|
| 323 |
+
begin
|
| 324 |
+
matrix1[71:48] <= 24'b0;
|
| 325 |
+
circle <= 0;
|
| 326 |
+
count <= 0;
|
| 327 |
+
vgg16_bram_ena <= 1'b0;
|
| 328 |
+
relu_en <= 1'b1;
|
| 329 |
+
state <= S_CONVOLUTE;
|
| 330 |
+
end
|
| 331 |
+
end
|
| 332 |
+
end
|
| 333 |
+
else if(row == rownum - 10'b1)
|
| 334 |
+
begin
|
| 335 |
+
if(column == 0)
|
| 336 |
+
begin
|
| 337 |
+
if(count < (`CONV_SIZE - 1) * (`CONV_SIZE - 1))
|
| 338 |
+
begin
|
| 339 |
+
if(circle == 0)
|
| 340 |
+
begin
|
| 341 |
+
vgg16_bram_ena <= 1'b1;
|
| 342 |
+
vgg16_bram_addra <= data_base_addr + channel * rownum * columnnum + ((row-1) + count / (`CONV_SIZE-1)) * rownum + column + count % (`CONV_SIZE-1);
|
| 343 |
+
circle <= circle + 1;
|
| 344 |
+
end
|
| 345 |
+
else if(circle == 2)
|
| 346 |
+
begin
|
| 347 |
+
databegin = `DATA_SIZE * (`CONV_SIZE * `CONV_SIZE - (count/(`CONV_SIZE-1)+1) - count) - 1;
|
| 348 |
+
matrix1[databegin-:8] <= vgg16_bram_douta;
|
| 349 |
+
count <= count + 1;
|
| 350 |
+
circle <= 0;
|
| 351 |
+
end
|
| 352 |
+
else
|
| 353 |
+
begin
|
| 354 |
+
circle <= circle + 1;
|
| 355 |
+
end
|
| 356 |
+
end
|
| 357 |
+
else
|
| 358 |
+
begin
|
| 359 |
+
matrix1[71:64] <= 8'b0;
|
| 360 |
+
matrix1[47:40] <= 8'b0;
|
| 361 |
+
matrix1[23:0] <= 24'b0;
|
| 362 |
+
circle <= 0;
|
| 363 |
+
count <= 0;
|
| 364 |
+
vgg16_bram_ena <= 1'b0;
|
| 365 |
+
relu_en <= 1'b1;
|
| 366 |
+
state <= S_CONVOLUTE;
|
| 367 |
+
end
|
| 368 |
+
end
|
| 369 |
+
else if(column == columnnum - 10'b1)
|
| 370 |
+
begin
|
| 371 |
+
if(count < (`CONV_SIZE - 1) * (`CONV_SIZE - 1))
|
| 372 |
+
begin
|
| 373 |
+
if(circle == 0)
|
| 374 |
+
begin
|
| 375 |
+
vgg16_bram_ena <= 1'b1;
|
| 376 |
+
vgg16_bram_addra <= data_base_addr + channel * rownum * columnnum + ((row-1) + count / (`CONV_SIZE-1)) * rownum + (column-1) + count % (`CONV_SIZE-1);
|
| 377 |
+
circle <= circle + 1;
|
| 378 |
+
end
|
| 379 |
+
else if(circle == 2)
|
| 380 |
+
begin
|
| 381 |
+
databegin = `DATA_SIZE * (`CONV_SIZE * `CONV_SIZE - count/(`CONV_SIZE-1) - count) - 1;
|
| 382 |
+
matrix1[databegin-:8] <= vgg16_bram_douta;
|
| 383 |
+
count <= count + 1;
|
| 384 |
+
circle <= 0;
|
| 385 |
+
end
|
| 386 |
+
else
|
| 387 |
+
begin
|
| 388 |
+
circle <= circle + 1;
|
| 389 |
+
end
|
| 390 |
+
end
|
| 391 |
+
else
|
| 392 |
+
begin
|
| 393 |
+
matrix1[55:48] <= 8'b0;
|
| 394 |
+
matrix1[31:0] <= 32'b0;
|
| 395 |
+
circle <= 0;
|
| 396 |
+
count <= 0;
|
| 397 |
+
vgg16_bram_ena <= 1'b0;
|
| 398 |
+
relu_en <= 1'b1;
|
| 399 |
+
state <= S_CONVOLUTE;
|
| 400 |
+
end
|
| 401 |
+
end
|
| 402 |
+
else
|
| 403 |
+
begin
|
| 404 |
+
if(count < `CONV_SIZE * (`CONV_SIZE - 1))
|
| 405 |
+
begin
|
| 406 |
+
if(circle == 0)
|
| 407 |
+
begin
|
| 408 |
+
vgg16_bram_ena <= 1'b1;
|
| 409 |
+
vgg16_bram_addra <= data_base_addr + channel * rownum * columnnum + ((row-1) + count / `CONV_SIZE) * rownum + (column-1) + count % `CONV_SIZE;
|
| 410 |
+
circle <= circle + 1;
|
| 411 |
+
end
|
| 412 |
+
else if(circle == 2)
|
| 413 |
+
begin
|
| 414 |
+
databegin = `DATA_SIZE * (`CONV_SIZE * `CONV_SIZE - count) - 1;
|
| 415 |
+
matrix1[databegin-:8] <= vgg16_bram_douta;
|
| 416 |
+
count <= count + 1;
|
| 417 |
+
circle <= 0;
|
| 418 |
+
end
|
| 419 |
+
else
|
| 420 |
+
begin
|
| 421 |
+
circle <= circle + 1;
|
| 422 |
+
end
|
| 423 |
+
end
|
| 424 |
+
else
|
| 425 |
+
begin
|
| 426 |
+
matrix1[23:0] <= 24'b0;
|
| 427 |
+
circle <= 0;
|
| 428 |
+
count <= 0;
|
| 429 |
+
vgg16_bram_ena <= 1'b0;
|
| 430 |
+
relu_en <= 1'b1;
|
| 431 |
+
state <= S_CONVOLUTE;
|
| 432 |
+
end
|
| 433 |
+
end
|
| 434 |
+
end
|
| 435 |
+
end
|
| 436 |
+
S_CONVOLUTE:
|
| 437 |
+
begin
|
| 438 |
+
result <= dout;
|
| 439 |
+
circle <= 0;
|
| 440 |
+
state <= S_STORE_RESULT;
|
| 441 |
+
end
|
| 442 |
+
S_STORE_RESULT:
|
| 443 |
+
begin
|
| 444 |
+
if(addbefore == 1'b1)
|
| 445 |
+
begin
|
| 446 |
+
if(circle == 0)
|
| 447 |
+
begin
|
| 448 |
+
vgg16_bram_ena <= 1'b1;
|
| 449 |
+
vgg16_bram_addra <= result_base_addr + filter * rownum * columnnum + row * rownum + column;
|
| 450 |
+
circle <= circle + 1;
|
| 451 |
+
end
|
| 452 |
+
else if(circle == 2)
|
| 453 |
+
begin
|
| 454 |
+
vgg16_bram_dina <= result + vgg16_bram_douta;
|
| 455 |
+
vgg16_bram_wea <= 1'b1;
|
| 456 |
+
vgg16_bram_addra <= result_base_addr + filter * rownum * columnnum + row * rownum + column;
|
| 457 |
+
circle <= circle + 1;
|
| 458 |
+
end
|
| 459 |
+
else if(circle == 3)
|
| 460 |
+
begin
|
| 461 |
+
vgg16_bram_ena <= 1'b0;
|
| 462 |
+
vgg16_bram_wea <= 1'b0;
|
| 463 |
+
circle <= 0;
|
| 464 |
+
if(column == columnnum - 10'b1)
|
| 465 |
+
begin
|
| 466 |
+
if(row == rownum - 10'b1)
|
| 467 |
+
begin
|
| 468 |
+
if(channel == channelnum - 10'b1)
|
| 469 |
+
begin
|
| 470 |
+
filter <= filter + 1;
|
| 471 |
+
channel <= 0;
|
| 472 |
+
end
|
| 473 |
+
else
|
| 474 |
+
begin
|
| 475 |
+
channel <= channel + 1;
|
| 476 |
+
end
|
| 477 |
+
row <= 0;
|
| 478 |
+
end
|
| 479 |
+
else
|
| 480 |
+
begin
|
| 481 |
+
row <= row + 1;
|
| 482 |
+
end
|
| 483 |
+
column <= 0;
|
| 484 |
+
end
|
| 485 |
+
else
|
| 486 |
+
begin
|
| 487 |
+
column <= column + 1;
|
| 488 |
+
end
|
| 489 |
+
state <= S_CHECK;
|
| 490 |
+
end
|
| 491 |
+
else
|
| 492 |
+
begin
|
| 493 |
+
circle <= circle + 1;
|
| 494 |
+
end
|
| 495 |
+
end
|
| 496 |
+
else
|
| 497 |
+
begin
|
| 498 |
+
if(circle == 0)
|
| 499 |
+
begin
|
| 500 |
+
vgg16_bram_ena <= 1'b1;
|
| 501 |
+
vgg16_bram_wea <= 1'b1;
|
| 502 |
+
vgg16_bram_addra <= result_base_addr + filter * rownum * columnnum + row * rownum + column;
|
| 503 |
+
vgg16_bram_dina <= result;
|
| 504 |
+
circle <= circle + 1;
|
| 505 |
+
end
|
| 506 |
+
else if(circle == 2)
|
| 507 |
+
begin
|
| 508 |
+
vgg16_bram_ena <= 1'b0;
|
| 509 |
+
vgg16_bram_wea <= 1'b0;
|
| 510 |
+
circle <= 0;
|
| 511 |
+
if(column == columnnum - 10'b1)
|
| 512 |
+
begin
|
| 513 |
+
if(row == rownum - 10'b1)
|
| 514 |
+
begin
|
| 515 |
+
if(channel == channelnum - 10'b1)
|
| 516 |
+
begin
|
| 517 |
+
filter <= filter + 1;
|
| 518 |
+
channel <= 0;
|
| 519 |
+
end
|
| 520 |
+
else
|
| 521 |
+
begin
|
| 522 |
+
channel <= channel + 1;
|
| 523 |
+
end
|
| 524 |
+
row <= 0;
|
| 525 |
+
end
|
| 526 |
+
else
|
| 527 |
+
begin
|
| 528 |
+
row <= row + 1;
|
| 529 |
+
end
|
| 530 |
+
column <= 0;
|
| 531 |
+
end
|
| 532 |
+
else
|
| 533 |
+
begin
|
| 534 |
+
column <= column + 1;
|
| 535 |
+
end
|
| 536 |
+
state <= S_CHECK;
|
| 537 |
+
end
|
| 538 |
+
else
|
| 539 |
+
begin
|
| 540 |
+
circle <= circle + 1;
|
| 541 |
+
end
|
| 542 |
+
end
|
| 543 |
+
end
|
| 544 |
+
default:
|
| 545 |
+
begin
|
| 546 |
+
state <= S_IDLE;
|
| 547 |
+
vgg16_bram_ena <= 1'b0;
|
| 548 |
+
vgg16_bram_wea <= 1'b0;
|
| 549 |
+
end
|
| 550 |
+
endcase
|
| 551 |
+
end
|
| 552 |
+
end
|
| 553 |
+
end
|
| 554 |
+
|
| 555 |
+
endmodule
|
zhan6841_FPGA-Accelerator-for-AES-LeNet-VGG16/VGG16/fc.v
ADDED
|
@@ -0,0 +1,252 @@
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
`timescale 1ns / 1ps
|
| 2 |
+
//////////////////////////////////////////////////////////////////////////////////
|
| 3 |
+
// Company:
|
| 4 |
+
// Engineer:
|
| 5 |
+
//
|
| 6 |
+
// Create Date: 01/26/2018 08:39:53 AM
|
| 7 |
+
// Design Name:
|
| 8 |
+
// Module Name: fc
|
| 9 |
+
// Project Name:
|
| 10 |
+
// Target Devices:
|
| 11 |
+
// Tool Versions:
|
| 12 |
+
// Description:
|
| 13 |
+
//
|
| 14 |
+
// Dependencies:
|
| 15 |
+
//
|
| 16 |
+
// Revision:
|
| 17 |
+
// Revision 0.01 - File Created
|
| 18 |
+
// Additional Comments:
|
| 19 |
+
//
|
| 20 |
+
//////////////////////////////////////////////////////////////////////////////////
|
| 21 |
+
|
| 22 |
+
`define DATA_SIZE 8
|
| 23 |
+
`define CONV_SIZE 3
|
| 24 |
+
|
| 25 |
+
module fc(
|
| 26 |
+
clk, rst, fc_en,
|
| 27 |
+
weight_base_addr, bias_base_addr, data_base_addr, result_base_addr, rownum, columnnum,
|
| 28 |
+
vgg16_bram_douta,
|
| 29 |
+
vgg16_bram_ena, vgg16_bram_wea, vgg16_bram_addra, vgg16_bram_dina,
|
| 30 |
+
fc_finish
|
| 31 |
+
);
|
| 32 |
+
input clk;
|
| 33 |
+
input rst;
|
| 34 |
+
input fc_en;
|
| 35 |
+
input [19:0] weight_base_addr;
|
| 36 |
+
input [19:0] bias_base_addr;
|
| 37 |
+
input [19:0] data_base_addr;
|
| 38 |
+
input [19:0] result_base_addr;
|
| 39 |
+
input [9:0] rownum;
|
| 40 |
+
input [14:0] columnnum;
|
| 41 |
+
input [`DATA_SIZE-1:0] vgg16_bram_douta;
|
| 42 |
+
output reg vgg16_bram_ena;
|
| 43 |
+
output reg vgg16_bram_wea;
|
| 44 |
+
output reg [19:0] vgg16_bram_addra;
|
| 45 |
+
output reg [`DATA_SIZE-1:0] vgg16_bram_dina;
|
| 46 |
+
output reg fc_finish;
|
| 47 |
+
|
| 48 |
+
reg [`DATA_SIZE*`CONV_SIZE*`CONV_SIZE-1:0] matrix1;
|
| 49 |
+
reg [`DATA_SIZE*`CONV_SIZE*`CONV_SIZE-1:0] matrix2;
|
| 50 |
+
reg [`DATA_SIZE-1:0] bias;
|
| 51 |
+
reg relu_en;
|
| 52 |
+
wire [`DATA_SIZE-1:0] dout;
|
| 53 |
+
reg [`DATA_SIZE-1:0] result;
|
| 54 |
+
|
| 55 |
+
mult_add fc_ma(
|
| 56 |
+
.matrix1(matrix1),
|
| 57 |
+
.matrix2(matrix2),
|
| 58 |
+
.bias(bias),
|
| 59 |
+
.relu_en(relu_en),
|
| 60 |
+
.dout(dout)
|
| 61 |
+
);
|
| 62 |
+
|
| 63 |
+
reg [6:0] state;
|
| 64 |
+
|
| 65 |
+
parameter S_IDLE = 7'b1000000,
|
| 66 |
+
S_CHECK = 7'b0100000,
|
| 67 |
+
S_LOAD_WEIGHTS = 7'b0010000,
|
| 68 |
+
S_LOAD_BIAS = 7'b0001000,
|
| 69 |
+
S_LOAD_DATA = 7'b0000100,
|
| 70 |
+
S_MULTI_ADD = 7'b0000010,
|
| 71 |
+
S_STORE_RESULT = 7'b0000001;
|
| 72 |
+
|
| 73 |
+
integer count = 0,
|
| 74 |
+
row = 0,
|
| 75 |
+
column = 0,
|
| 76 |
+
circle = 0,
|
| 77 |
+
databegin = 0;
|
| 78 |
+
|
| 79 |
+
always@(posedge clk)
|
| 80 |
+
begin
|
| 81 |
+
if(rst == 1'b1)
|
| 82 |
+
begin
|
| 83 |
+
state <= S_IDLE;
|
| 84 |
+
vgg16_bram_ena <= 1'b0;
|
| 85 |
+
vgg16_bram_wea <= 1'b0;
|
| 86 |
+
end
|
| 87 |
+
else
|
| 88 |
+
begin
|
| 89 |
+
if(fc_en == 1'b1)
|
| 90 |
+
begin
|
| 91 |
+
case (state)
|
| 92 |
+
S_IDLE:
|
| 93 |
+
begin
|
| 94 |
+
row <= 0;
|
| 95 |
+
column <= 0;
|
| 96 |
+
matrix1 <= 0;
|
| 97 |
+
matrix2 <= 0;
|
| 98 |
+
bias <= 0;
|
| 99 |
+
relu_en <= 0;
|
| 100 |
+
result <= 0;
|
| 101 |
+
fc_finish <= 0;
|
| 102 |
+
state <= S_CHECK;
|
| 103 |
+
end
|
| 104 |
+
S_CHECK:
|
| 105 |
+
begin
|
| 106 |
+
if(row == rownum)
|
| 107 |
+
begin
|
| 108 |
+
vgg16_bram_ena <= 1'b0;
|
| 109 |
+
vgg16_bram_wea <= 1'b0;
|
| 110 |
+
relu_en <= 1'b0;
|
| 111 |
+
fc_finish <= 1'b1;
|
| 112 |
+
state <= S_IDLE;
|
| 113 |
+
end
|
| 114 |
+
else
|
| 115 |
+
begin
|
| 116 |
+
circle <= 0;
|
| 117 |
+
count <= 0;
|
| 118 |
+
result <= 0;
|
| 119 |
+
state <= S_LOAD_WEIGHTS;
|
| 120 |
+
end
|
| 121 |
+
end
|
| 122 |
+
S_LOAD_WEIGHTS:
|
| 123 |
+
begin
|
| 124 |
+
if(count < `CONV_SIZE * `CONV_SIZE)
|
| 125 |
+
begin
|
| 126 |
+
if(circle == 0)
|
| 127 |
+
begin
|
| 128 |
+
vgg16_bram_ena <= 1'b1;
|
| 129 |
+
vgg16_bram_addra <= weight_base_addr + row * rownum + column;
|
| 130 |
+
circle <= circle + 1;
|
| 131 |
+
end
|
| 132 |
+
else if(circle == 2)
|
| 133 |
+
begin
|
| 134 |
+
databegin = `DATA_SIZE * (`CONV_SIZE * `CONV_SIZE - count) - 1;
|
| 135 |
+
matrix2[databegin-:8] <= vgg16_bram_douta;
|
| 136 |
+
count <= count + 1;
|
| 137 |
+
circle <= 0;
|
| 138 |
+
end
|
| 139 |
+
else
|
| 140 |
+
begin
|
| 141 |
+
circle <= circle + 1;
|
| 142 |
+
end
|
| 143 |
+
end
|
| 144 |
+
else
|
| 145 |
+
begin
|
| 146 |
+
circle <= 0;
|
| 147 |
+
count <= 0;
|
| 148 |
+
column <= column - `CONV_SIZE * `CONV_SIZE;
|
| 149 |
+
vgg16_bram_ena <= 1'b0;
|
| 150 |
+
state <= S_LOAD_BIAS;
|
| 151 |
+
end
|
| 152 |
+
end
|
| 153 |
+
S_LOAD_BIAS:
|
| 154 |
+
begin
|
| 155 |
+
if(column < `CONV_SIZE * `CONV_SIZE)
|
| 156 |
+
begin
|
| 157 |
+
if(circle == 0)
|
| 158 |
+
begin
|
| 159 |
+
vgg16_bram_ena <= 1'b1;
|
| 160 |
+
vgg16_bram_addra <= bias_base_addr + row;
|
| 161 |
+
circle <= circle + 1;
|
| 162 |
+
end
|
| 163 |
+
else if(circle == 2)
|
| 164 |
+
begin
|
| 165 |
+
bias <= vgg16_bram_douta;
|
| 166 |
+
circle <= 0;
|
| 167 |
+
count <= 0;
|
| 168 |
+
vgg16_bram_ena <= 1'b0;
|
| 169 |
+
state <= S_LOAD_DATA;
|
| 170 |
+
end
|
| 171 |
+
end
|
| 172 |
+
else
|
| 173 |
+
begin
|
| 174 |
+
bias <= result;
|
| 175 |
+
state <= S_LOAD_DATA;
|
| 176 |
+
end
|
| 177 |
+
end
|
| 178 |
+
S_LOAD_DATA:
|
| 179 |
+
begin
|
| 180 |
+
if(count < `CONV_SIZE * `CONV_SIZE)
|
| 181 |
+
begin
|
| 182 |
+
if(circle == 0)
|
| 183 |
+
begin
|
| 184 |
+
vgg16_bram_ena <= 1'b1;
|
| 185 |
+
vgg16_bram_addra <= data_base_addr + column;
|
| 186 |
+
circle <= circle + 1;
|
| 187 |
+
end
|
| 188 |
+
else if(circle == 3)
|
| 189 |
+
begin
|
| 190 |
+
databegin = `DATA_SIZE * (`CONV_SIZE * `CONV_SIZE - count) - 1;
|
| 191 |
+
matrix1[databegin-:8] <= vgg16_bram_douta;
|
| 192 |
+
count <= count + 1;
|
| 193 |
+
circle <= 0;
|
| 194 |
+
column <= column + 1;
|
| 195 |
+
end
|
| 196 |
+
else
|
| 197 |
+
begin
|
| 198 |
+
circle <= circle + 1;
|
| 199 |
+
end
|
| 200 |
+
end
|
| 201 |
+
end
|
| 202 |
+
S_MULTI_ADD:
|
| 203 |
+
begin
|
| 204 |
+
result <= result + dout;
|
| 205 |
+
if(column == columnnum)
|
| 206 |
+
begin
|
| 207 |
+
circle <= 0;
|
| 208 |
+
state <= S_STORE_RESULT;
|
| 209 |
+
end
|
| 210 |
+
else
|
| 211 |
+
begin
|
| 212 |
+
circle <= 0;
|
| 213 |
+
count <= 0;
|
| 214 |
+
state <= S_LOAD_WEIGHTS;
|
| 215 |
+
end
|
| 216 |
+
end
|
| 217 |
+
S_STORE_RESULT:
|
| 218 |
+
begin
|
| 219 |
+
if(circle == 0)
|
| 220 |
+
begin
|
| 221 |
+
vgg16_bram_ena <= 1'b1;
|
| 222 |
+
vgg16_bram_wea <= 1'b1;
|
| 223 |
+
vgg16_bram_addra <= result_base_addr + row;
|
| 224 |
+
vgg16_bram_dina <= result;
|
| 225 |
+
circle <= circle + 1;
|
| 226 |
+
end
|
| 227 |
+
else if(circle == 2)
|
| 228 |
+
begin
|
| 229 |
+
vgg16_bram_ena <= 1'b0;
|
| 230 |
+
vgg16_bram_wea <= 1'b0;
|
| 231 |
+
circle <= 0;
|
| 232 |
+
column <= 0;
|
| 233 |
+
count <= 0;
|
| 234 |
+
row <= row + 1;
|
| 235 |
+
state <= S_CHECK;
|
| 236 |
+
end
|
| 237 |
+
else
|
| 238 |
+
begin
|
| 239 |
+
circle <= circle + 1;
|
| 240 |
+
end
|
| 241 |
+
end
|
| 242 |
+
default:
|
| 243 |
+
begin
|
| 244 |
+
state <= S_IDLE;
|
| 245 |
+
vgg16_bram_ena <= 1'b0;
|
| 246 |
+
vgg16_bram_wea <= 1'b0;
|
| 247 |
+
end
|
| 248 |
+
endcase
|
| 249 |
+
end
|
| 250 |
+
end
|
| 251 |
+
end
|
| 252 |
+
endmodule
|
zhan6841_FPGA-Accelerator-for-AES-LeNet-VGG16/VGG16/max_pool.v
ADDED
|
@@ -0,0 +1,38 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
`timescale 1ns / 1ps
|
| 2 |
+
//////////////////////////////////////////////////////////////////////////////////
|
| 3 |
+
// Company:
|
| 4 |
+
// Engineer:
|
| 5 |
+
//
|
| 6 |
+
// Create Date: 01/21/2018 09:49:17 PM
|
| 7 |
+
// Design Name:
|
| 8 |
+
// Module Name: max_pool
|
| 9 |
+
// Project Name:
|
| 10 |
+
// Target Devices:
|
| 11 |
+
// Tool Versions:
|
| 12 |
+
// Description:
|
| 13 |
+
//
|
| 14 |
+
// Dependencies:
|
| 15 |
+
//
|
| 16 |
+
// Revision:
|
| 17 |
+
// Revision 0.01 - File Created
|
| 18 |
+
// Additional Comments:
|
| 19 |
+
//
|
| 20 |
+
//////////////////////////////////////////////////////////////////////////////////
|
| 21 |
+
|
| 22 |
+
`define DATA_SIZE 8
|
| 23 |
+
|
| 24 |
+
module max_pool(
|
| 25 |
+
din, dout
|
| 26 |
+
);
|
| 27 |
+
input [4*`DATA_SIZE-1:0] din;
|
| 28 |
+
output [`DATA_SIZE-1:0] dout;
|
| 29 |
+
|
| 30 |
+
wire [`DATA_SIZE-1:0] max_1;
|
| 31 |
+
wire [`DATA_SIZE-1:0] max_2;
|
| 32 |
+
|
| 33 |
+
assign max_1 = ((din[4*`DATA_SIZE-1] == 1'b1) && (din[3*`DATA_SIZE-1] == 1'b0) || ((din[4*`DATA_SIZE-1] == din[3*`DATA_SIZE-1]) && (din[4*`DATA_SIZE-1:3*`DATA_SIZE] < din[3*`DATA_SIZE-1:2*`DATA_SIZE]))) ? din[3*`DATA_SIZE-1:2*`DATA_SIZE] : din[4*`DATA_SIZE-1:3*`DATA_SIZE];
|
| 34 |
+
|
| 35 |
+
assign max_2 = ((max_1[`DATA_SIZE-1] == 1'b1) && (din[2*`DATA_SIZE-1] == 1'b0) || ((max_1[`DATA_SIZE-1] == din[2*`DATA_SIZE-1]) && (max_1 < din[2*`DATA_SIZE-1:`DATA_SIZE]))) ? din[2*`DATA_SIZE-1:`DATA_SIZE] : max_1;
|
| 36 |
+
|
| 37 |
+
assign dout = ((max_2[`DATA_SIZE-1] == 1'b1) && (din[`DATA_SIZE-1] == 1'b0) || ((max_2[`DATA_SIZE-1] == din[`DATA_SIZE-1]) && (max_2 < din[`DATA_SIZE-1:0]))) ? din[`DATA_SIZE-1:0] : max_2;
|
| 38 |
+
endmodule
|
zhan6841_FPGA-Accelerator-for-AES-LeNet-VGG16/VGG16/mult_add.v
ADDED
|
@@ -0,0 +1,73 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
`timescale 1ns / 1ps
|
| 2 |
+
//////////////////////////////////////////////////////////////////////////////////
|
| 3 |
+
// Company:
|
| 4 |
+
// Engineer:
|
| 5 |
+
//
|
| 6 |
+
// Create Date: 01/20/2018 03:04:16 AM
|
| 7 |
+
// Design Name:
|
| 8 |
+
// Module Name: mult_add
|
| 9 |
+
// Project Name:
|
| 10 |
+
// Target Devices:
|
| 11 |
+
// Tool Versions:
|
| 12 |
+
// Description:
|
| 13 |
+
//
|
| 14 |
+
// Dependencies:
|
| 15 |
+
//
|
| 16 |
+
// Revision:
|
| 17 |
+
// Revision 0.01 - File Created
|
| 18 |
+
// Additional Comments:
|
| 19 |
+
//
|
| 20 |
+
//////////////////////////////////////////////////////////////////////////////////
|
| 21 |
+
|
| 22 |
+
`define LENGTH 3
|
| 23 |
+
`define WIDTH 3
|
| 24 |
+
`define DATA_SIZE 8
|
| 25 |
+
|
| 26 |
+
module mult_add(
|
| 27 |
+
matrix1, matrix2, bias, relu_en, dout
|
| 28 |
+
);
|
| 29 |
+
input [`DATA_SIZE*`LENGTH*`WIDTH-1:0] matrix1;
|
| 30 |
+
input [`DATA_SIZE*`LENGTH*`WIDTH-1:0] matrix2;
|
| 31 |
+
input [`DATA_SIZE-1:0] bias;
|
| 32 |
+
input relu_en;
|
| 33 |
+
output [`DATA_SIZE-1:0] dout;
|
| 34 |
+
|
| 35 |
+
reg [2*`DATA_SIZE-1:0] temp;
|
| 36 |
+
reg sign;
|
| 37 |
+
reg [`DATA_SIZE-1:0] item1;
|
| 38 |
+
reg [`DATA_SIZE-1:0] item2;
|
| 39 |
+
reg [2*(`DATA_SIZE-1)-1:0] midvalue;
|
| 40 |
+
reg [`DATA_SIZE-1:0] result;
|
| 41 |
+
wire [`DATA_SIZE-1:0] relu_result;
|
| 42 |
+
|
| 43 |
+
relu ma_relu(
|
| 44 |
+
.din(result),
|
| 45 |
+
.dout(relu_result)
|
| 46 |
+
);
|
| 47 |
+
|
| 48 |
+
integer i = 0;
|
| 49 |
+
integer data_begin = 0;
|
| 50 |
+
|
| 51 |
+
assign dout = (relu_en == 1'b1) ? relu_result : result;
|
| 52 |
+
|
| 53 |
+
always@(*)
|
| 54 |
+
begin
|
| 55 |
+
temp = 8'b0;
|
| 56 |
+
sign = 1'b0;
|
| 57 |
+
item1 = 8'b0;
|
| 58 |
+
item2 = 8'b0;
|
| 59 |
+
midvalue = 14'b0;
|
| 60 |
+
for(i = 0; i < `LENGTH*`WIDTH; i = i + 1)
|
| 61 |
+
begin
|
| 62 |
+
data_begin = `DATA_SIZE * (`LENGTH * `WIDTH - i) - 1;
|
| 63 |
+
sign = matrix1[data_begin] ^ matrix2[data_begin];
|
| 64 |
+
item1 = (matrix1[data_begin] == 1'b0) ? matrix1[data_begin-:8] : {matrix1[data_begin], ~matrix1[(data_begin-1)-:7] + 1'b1};
|
| 65 |
+
item2 = (matrix2[data_begin] == 1'b0) ? matrix2[data_begin-:8] : {matrix2[data_begin], ~matrix2[(data_begin-1)-:7] + 1'b1};
|
| 66 |
+
midvalue = item1[`DATA_SIZE-2:0] * item2[`DATA_SIZE-2:0];
|
| 67 |
+
temp = temp + {sign, midvalue, 1'b0};
|
| 68 |
+
end
|
| 69 |
+
temp = temp + {bias, 8'b0};
|
| 70 |
+
result = temp >> 8;
|
| 71 |
+
end
|
| 72 |
+
|
| 73 |
+
endmodule
|
zhan6841_FPGA-Accelerator-for-AES-LeNet-VGG16/VGG16/pool.v
ADDED
|
@@ -0,0 +1,198 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
`timescale 1ns / 1ps
|
| 2 |
+
//////////////////////////////////////////////////////////////////////////////////
|
| 3 |
+
// Company:
|
| 4 |
+
// Engineer:
|
| 5 |
+
//
|
| 6 |
+
// Create Date: 01/26/2018 08:05:24 AM
|
| 7 |
+
// Design Name:
|
| 8 |
+
// Module Name: pool
|
| 9 |
+
// Project Name:
|
| 10 |
+
// Target Devices:
|
| 11 |
+
// Tool Versions:
|
| 12 |
+
// Description:
|
| 13 |
+
//
|
| 14 |
+
// Dependencies:
|
| 15 |
+
//
|
| 16 |
+
// Revision:
|
| 17 |
+
// Revision 0.01 - File Created
|
| 18 |
+
// Additional Comments:
|
| 19 |
+
//
|
| 20 |
+
//////////////////////////////////////////////////////////////////////////////////
|
| 21 |
+
|
| 22 |
+
`define DATA_SIZE 8
|
| 23 |
+
`define POOL_SIZE 2
|
| 24 |
+
|
| 25 |
+
module pool(
|
| 26 |
+
clk, rst, pool_en,
|
| 27 |
+
rownum, columnnum, channelnum,
|
| 28 |
+
data_base_addr, result_base_addr,
|
| 29 |
+
vgg16_bram_douta,
|
| 30 |
+
vgg16_bram_ena, vgg16_bram_wea, vgg16_bram_addra, vgg16_bram_dina,
|
| 31 |
+
pool_finish
|
| 32 |
+
);
|
| 33 |
+
input clk;
|
| 34 |
+
input rst;
|
| 35 |
+
input pool_en;
|
| 36 |
+
input [9:0] rownum;
|
| 37 |
+
input [9:0] columnnum;
|
| 38 |
+
input [9:0] channelnum;
|
| 39 |
+
input [19:0] data_base_addr;
|
| 40 |
+
input [19:0] result_base_addr;
|
| 41 |
+
input [`DATA_SIZE-1:0] vgg16_bram_douta;
|
| 42 |
+
output reg vgg16_bram_ena;
|
| 43 |
+
output reg vgg16_bram_wea;
|
| 44 |
+
output reg [19:0] vgg16_bram_addra;
|
| 45 |
+
output reg [`DATA_SIZE-1:0] vgg16_bram_dina;
|
| 46 |
+
output reg pool_finish;
|
| 47 |
+
|
| 48 |
+
reg [4*`DATA_SIZE-1:0] din;
|
| 49 |
+
wire [`DATA_SIZE-1:0] dout;
|
| 50 |
+
|
| 51 |
+
reg [`DATA_SIZE-1:0] result;
|
| 52 |
+
|
| 53 |
+
max_pool pool_mp(
|
| 54 |
+
.din(din),
|
| 55 |
+
.dout(dout)
|
| 56 |
+
);
|
| 57 |
+
|
| 58 |
+
reg [4:0] state;
|
| 59 |
+
|
| 60 |
+
parameter S_IDLE = 5'b10000,
|
| 61 |
+
S_CHECK = 5'b01000,
|
| 62 |
+
S_LOAD_DATA = 5'b00100,
|
| 63 |
+
S_POOLING = 5'b00010,
|
| 64 |
+
S_STORE_RESULT = 5'b00001;
|
| 65 |
+
|
| 66 |
+
integer count = 0,
|
| 67 |
+
circle = 0,
|
| 68 |
+
row = 0,
|
| 69 |
+
column = 0,
|
| 70 |
+
channel = 0,
|
| 71 |
+
databegin = 0;
|
| 72 |
+
|
| 73 |
+
always@(posedge clk)
|
| 74 |
+
begin
|
| 75 |
+
if(rst == 1'b1)
|
| 76 |
+
begin
|
| 77 |
+
state <= S_IDLE;
|
| 78 |
+
vgg16_bram_ena <= 1'b0;
|
| 79 |
+
vgg16_bram_wea <= 1'b0;
|
| 80 |
+
end
|
| 81 |
+
else
|
| 82 |
+
begin
|
| 83 |
+
if(pool_en == 1'b1)
|
| 84 |
+
begin
|
| 85 |
+
case (state)
|
| 86 |
+
S_IDLE:
|
| 87 |
+
begin
|
| 88 |
+
channel <= 0;
|
| 89 |
+
circle <= 0;
|
| 90 |
+
row <= 0;
|
| 91 |
+
column <= 0;
|
| 92 |
+
din <= 0;
|
| 93 |
+
result <= 0;
|
| 94 |
+
pool_finish <= 1'b0;
|
| 95 |
+
state <= S_CHECK;
|
| 96 |
+
end
|
| 97 |
+
S_CHECK:
|
| 98 |
+
begin
|
| 99 |
+
if(channel == channelnum)
|
| 100 |
+
begin
|
| 101 |
+
vgg16_bram_ena <= 1'b0;
|
| 102 |
+
vgg16_bram_wea <= 1'b0;
|
| 103 |
+
pool_finish <= 1'b1;
|
| 104 |
+
state <= S_IDLE;
|
| 105 |
+
end
|
| 106 |
+
else
|
| 107 |
+
begin
|
| 108 |
+
circle <= 0;
|
| 109 |
+
count <= 0;
|
| 110 |
+
state <= S_LOAD_DATA;
|
| 111 |
+
end
|
| 112 |
+
end
|
| 113 |
+
S_LOAD_DATA:
|
| 114 |
+
begin
|
| 115 |
+
if(count < `POOL_SIZE * `POOL_SIZE)
|
| 116 |
+
begin
|
| 117 |
+
if(circle == 0)
|
| 118 |
+
begin
|
| 119 |
+
vgg16_bram_ena <= 1'b1;
|
| 120 |
+
vgg16_bram_addra <= data_base_addr + channel * rownum * columnnum + (row*2 + (count / `POOL_SIZE)) * rownum + column*2 + count % `POOL_SIZE;
|
| 121 |
+
circle <= circle + 1;
|
| 122 |
+
end
|
| 123 |
+
else if(circle == 2)
|
| 124 |
+
begin
|
| 125 |
+
databegin = `DATA_SIZE * (`POOL_SIZE * `POOL_SIZE - count) - 1;
|
| 126 |
+
din[databegin-:8] <= vgg16_bram_douta;
|
| 127 |
+
count <= count + 1;
|
| 128 |
+
circle <= 0;
|
| 129 |
+
end
|
| 130 |
+
else
|
| 131 |
+
begin
|
| 132 |
+
circle <= circle + 1;
|
| 133 |
+
end
|
| 134 |
+
end
|
| 135 |
+
else
|
| 136 |
+
begin
|
| 137 |
+
circle <= 0;
|
| 138 |
+
count <= 0;
|
| 139 |
+
vgg16_bram_ena <= 1'b0;
|
| 140 |
+
state <= S_POOLING;
|
| 141 |
+
end
|
| 142 |
+
end
|
| 143 |
+
S_POOLING:
|
| 144 |
+
begin
|
| 145 |
+
result <= dout;
|
| 146 |
+
circle <= 0;
|
| 147 |
+
state <= S_STORE_RESULT;
|
| 148 |
+
end
|
| 149 |
+
S_STORE_RESULT:
|
| 150 |
+
begin
|
| 151 |
+
if(circle == 0)
|
| 152 |
+
begin
|
| 153 |
+
vgg16_bram_ena <= 1'b1;
|
| 154 |
+
vgg16_bram_wea <= 1'b1;
|
| 155 |
+
vgg16_bram_addra <= result_base_addr + channel * rownum * columnnum + row * rownum + column;
|
| 156 |
+
vgg16_bram_dina <= result;
|
| 157 |
+
circle <= circle + 1;
|
| 158 |
+
end
|
| 159 |
+
else if(circle == 2)
|
| 160 |
+
begin
|
| 161 |
+
vgg16_bram_ena <= 1'b0;
|
| 162 |
+
vgg16_bram_wea <= 1'b0;
|
| 163 |
+
circle <= 0;
|
| 164 |
+
if(column == columnnum - 10'b1)
|
| 165 |
+
begin
|
| 166 |
+
if(row == rownum - 10'b1)
|
| 167 |
+
begin
|
| 168 |
+
row <= 0;
|
| 169 |
+
channel <= channel + 1;
|
| 170 |
+
end
|
| 171 |
+
else
|
| 172 |
+
begin
|
| 173 |
+
row <= row + 1;
|
| 174 |
+
end
|
| 175 |
+
column <= 0;
|
| 176 |
+
end
|
| 177 |
+
else
|
| 178 |
+
begin
|
| 179 |
+
column <= column + 1;
|
| 180 |
+
end
|
| 181 |
+
end
|
| 182 |
+
else
|
| 183 |
+
begin
|
| 184 |
+
circle <= circle + 1;
|
| 185 |
+
end
|
| 186 |
+
end
|
| 187 |
+
default:
|
| 188 |
+
begin
|
| 189 |
+
state <= S_IDLE;
|
| 190 |
+
vgg16_bram_ena <= 1'b0;
|
| 191 |
+
vgg16_bram_wea <= 1'b0;
|
| 192 |
+
end
|
| 193 |
+
endcase
|
| 194 |
+
end
|
| 195 |
+
end
|
| 196 |
+
end
|
| 197 |
+
|
| 198 |
+
endmodule
|
zhan6841_FPGA-Accelerator-for-AES-LeNet-VGG16/VGG16/relu.v
ADDED
|
@@ -0,0 +1,31 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
`timescale 1ns / 1ps
|
| 2 |
+
//////////////////////////////////////////////////////////////////////////////////
|
| 3 |
+
// Company:
|
| 4 |
+
// Engineer:
|
| 5 |
+
//
|
| 6 |
+
// Create Date: 01/21/2018 09:44:48 PM
|
| 7 |
+
// Design Name:
|
| 8 |
+
// Module Name: relu
|
| 9 |
+
// Project Name:
|
| 10 |
+
// Target Devices:
|
| 11 |
+
// Tool Versions:
|
| 12 |
+
// Description:
|
| 13 |
+
//
|
| 14 |
+
// Dependencies:
|
| 15 |
+
//
|
| 16 |
+
// Revision:
|
| 17 |
+
// Revision 0.01 - File Created
|
| 18 |
+
// Additional Comments:
|
| 19 |
+
//
|
| 20 |
+
//////////////////////////////////////////////////////////////////////////////////
|
| 21 |
+
|
| 22 |
+
`define DATA_SIZE 8
|
| 23 |
+
|
| 24 |
+
module relu(
|
| 25 |
+
din, dout
|
| 26 |
+
);
|
| 27 |
+
input [`DATA_SIZE-1:0] din;
|
| 28 |
+
output [`DATA_SIZE-1:0] dout;
|
| 29 |
+
|
| 30 |
+
assign dout = (din[`DATA_SIZE-1] == 1'b1) ? 8'b0 : din;
|
| 31 |
+
endmodule
|
zhan6841_FPGA-Accelerator-for-AES-LeNet-VGG16/VGG16/vgg16.c
ADDED
|
@@ -0,0 +1,6 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
|
| 2 |
+
|
| 3 |
+
/***************************** Include Files *******************************/
|
| 4 |
+
#include "vgg16.h"
|
| 5 |
+
|
| 6 |
+
/************************** Function Definitions ***************************/
|
zhan6841_FPGA-Accelerator-for-AES-LeNet-VGG16/VGG16/vgg16.h
ADDED
|
@@ -0,0 +1,85 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
|
| 2 |
+
#ifndef VGG16_H
|
| 3 |
+
#define VGG16_H
|
| 4 |
+
|
| 5 |
+
|
| 6 |
+
/****************** Include Files ********************/
|
| 7 |
+
#include "xil_types.h"
|
| 8 |
+
#include "xstatus.h"
|
| 9 |
+
|
| 10 |
+
#define VGG16_S00_AXI_SLV_REG0_OFFSET 0
|
| 11 |
+
#define VGG16_S00_AXI_SLV_REG1_OFFSET 4
|
| 12 |
+
#define VGG16_S00_AXI_SLV_REG2_OFFSET 8
|
| 13 |
+
#define VGG16_S00_AXI_SLV_REG3_OFFSET 12
|
| 14 |
+
#define VGG16_S00_AXI_SLV_REG4_OFFSET 16
|
| 15 |
+
#define VGG16_S00_AXI_SLV_REG5_OFFSET 20
|
| 16 |
+
#define VGG16_S00_AXI_SLV_REG6_OFFSET 24
|
| 17 |
+
#define VGG16_S00_AXI_SLV_REG7_OFFSET 28
|
| 18 |
+
#define VGG16_S00_AXI_SLV_REG8_OFFSET 32
|
| 19 |
+
#define VGG16_S00_AXI_SLV_REG9_OFFSET 36
|
| 20 |
+
|
| 21 |
+
|
| 22 |
+
/**************************** Type Definitions *****************************/
|
| 23 |
+
/**
|
| 24 |
+
*
|
| 25 |
+
* Write a value to a VGG16 register. A 32 bit write is performed.
|
| 26 |
+
* If the component is implemented in a smaller width, only the least
|
| 27 |
+
* significant data is written.
|
| 28 |
+
*
|
| 29 |
+
* @param BaseAddress is the base address of the VGG16device.
|
| 30 |
+
* @param RegOffset is the register offset from the base to write to.
|
| 31 |
+
* @param Data is the data written to the register.
|
| 32 |
+
*
|
| 33 |
+
* @return None.
|
| 34 |
+
*
|
| 35 |
+
* @note
|
| 36 |
+
* C-style signature:
|
| 37 |
+
* void VGG16_mWriteReg(u32 BaseAddress, unsigned RegOffset, u32 Data)
|
| 38 |
+
*
|
| 39 |
+
*/
|
| 40 |
+
#define VGG16_mWriteReg(BaseAddress, RegOffset, Data) \
|
| 41 |
+
Xil_Out32((BaseAddress) + (RegOffset), (u32)(Data))
|
| 42 |
+
|
| 43 |
+
/**
|
| 44 |
+
*
|
| 45 |
+
* Read a value from a VGG16 register. A 32 bit read is performed.
|
| 46 |
+
* If the component is implemented in a smaller width, only the least
|
| 47 |
+
* significant data is read from the register. The most significant data
|
| 48 |
+
* will be read as 0.
|
| 49 |
+
*
|
| 50 |
+
* @param BaseAddress is the base address of the VGG16 device.
|
| 51 |
+
* @param RegOffset is the register offset from the base to write to.
|
| 52 |
+
*
|
| 53 |
+
* @return Data is the data from the register.
|
| 54 |
+
*
|
| 55 |
+
* @note
|
| 56 |
+
* C-style signature:
|
| 57 |
+
* u32 VGG16_mReadReg(u32 BaseAddress, unsigned RegOffset)
|
| 58 |
+
*
|
| 59 |
+
*/
|
| 60 |
+
#define VGG16_mReadReg(BaseAddress, RegOffset) \
|
| 61 |
+
Xil_In32((BaseAddress) + (RegOffset))
|
| 62 |
+
|
| 63 |
+
/************************** Function Prototypes ****************************/
|
| 64 |
+
/**
|
| 65 |
+
*
|
| 66 |
+
* Run a self-test on the driver/device. Note this may be a destructive test if
|
| 67 |
+
* resets of the device are performed.
|
| 68 |
+
*
|
| 69 |
+
* If the hardware system is not built correctly, this function may never
|
| 70 |
+
* return to the caller.
|
| 71 |
+
*
|
| 72 |
+
* @param baseaddr_p is the base address of the VGG16 instance to be worked on.
|
| 73 |
+
*
|
| 74 |
+
* @return
|
| 75 |
+
*
|
| 76 |
+
* - XST_SUCCESS if all self-test code passed
|
| 77 |
+
* - XST_FAILURE if any self-test code failed
|
| 78 |
+
*
|
| 79 |
+
* @note Caching must be turned off for this function to work.
|
| 80 |
+
* @note Self test may fail if data memory and device are not on the same bus.
|
| 81 |
+
*
|
| 82 |
+
*/
|
| 83 |
+
XStatus VGG16_Reg_SelfTest(void * baseaddr_p);
|
| 84 |
+
|
| 85 |
+
#endif // VGG16_H
|
zhan6841_FPGA-Accelerator-for-AES-LeNet-VGG16/VGG16/vgg16_selftest.c
ADDED
|
@@ -0,0 +1,60 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
|
| 2 |
+
/***************************** Include Files *******************************/
|
| 3 |
+
#include "vgg16.h"
|
| 4 |
+
#include "xparameters.h"
|
| 5 |
+
#include "stdio.h"
|
| 6 |
+
#include "xil_io.h"
|
| 7 |
+
|
| 8 |
+
/************************** Constant Definitions ***************************/
|
| 9 |
+
#define READ_WRITE_MUL_FACTOR 0x10
|
| 10 |
+
|
| 11 |
+
/************************** Function Definitions ***************************/
|
| 12 |
+
/**
|
| 13 |
+
*
|
| 14 |
+
* Run a self-test on the driver/device. Note this may be a destructive test if
|
| 15 |
+
* resets of the device are performed.
|
| 16 |
+
*
|
| 17 |
+
* If the hardware system is not built correctly, this function may never
|
| 18 |
+
* return to the caller.
|
| 19 |
+
*
|
| 20 |
+
* @param baseaddr_p is the base address of the VGG16instance to be worked on.
|
| 21 |
+
*
|
| 22 |
+
* @return
|
| 23 |
+
*
|
| 24 |
+
* - XST_SUCCESS if all self-test code passed
|
| 25 |
+
* - XST_FAILURE if any self-test code failed
|
| 26 |
+
*
|
| 27 |
+
* @note Caching must be turned off for this function to work.
|
| 28 |
+
* @note Self test may fail if data memory and device are not on the same bus.
|
| 29 |
+
*
|
| 30 |
+
*/
|
| 31 |
+
XStatus VGG16_Reg_SelfTest(void * baseaddr_p)
|
| 32 |
+
{
|
| 33 |
+
u32 baseaddr;
|
| 34 |
+
int write_loop_index;
|
| 35 |
+
int read_loop_index;
|
| 36 |
+
int Index;
|
| 37 |
+
|
| 38 |
+
baseaddr = (u32) baseaddr_p;
|
| 39 |
+
|
| 40 |
+
xil_printf("******************************\n\r");
|
| 41 |
+
xil_printf("* User Peripheral Self Test\n\r");
|
| 42 |
+
xil_printf("******************************\n\n\r");
|
| 43 |
+
|
| 44 |
+
/*
|
| 45 |
+
* Write to user logic slave module register(s) and read back
|
| 46 |
+
*/
|
| 47 |
+
xil_printf("User logic slave module test...\n\r");
|
| 48 |
+
|
| 49 |
+
for (write_loop_index = 0 ; write_loop_index < 4; write_loop_index++)
|
| 50 |
+
VGG16_mWriteReg (baseaddr, write_loop_index*4, (write_loop_index+1)*READ_WRITE_MUL_FACTOR);
|
| 51 |
+
for (read_loop_index = 0 ; read_loop_index < 4; read_loop_index++)
|
| 52 |
+
if ( VGG16_mReadReg (baseaddr, read_loop_index*4) != (read_loop_index+1)*READ_WRITE_MUL_FACTOR){
|
| 53 |
+
xil_printf ("Error reading register value at address %x\n", (int)baseaddr + read_loop_index*4);
|
| 54 |
+
return XST_FAILURE;
|
| 55 |
+
}
|
| 56 |
+
|
| 57 |
+
xil_printf(" - slave register write/read passed\n\n\r");
|
| 58 |
+
|
| 59 |
+
return XST_SUCCESS;
|
| 60 |
+
}
|
zhan6841_FPGA-Accelerator-for-AES-LeNet-VGG16/VGG16/vgg16_top.v
ADDED
|
@@ -0,0 +1,790 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
| 1 |
+
`timescale 1ns / 1ps
|
| 2 |
+
//////////////////////////////////////////////////////////////////////////////////
|
| 3 |
+
// Company:
|
| 4 |
+
// Engineer:
|
| 5 |
+
//
|
| 6 |
+
// Create Date: 01/24/2018 09:57:07 PM
|
| 7 |
+
// Design Name:
|
| 8 |
+
// Module Name: vgg16_top
|
| 9 |
+
// Project Name:
|
| 10 |
+
// Target Devices:
|
| 11 |
+
// Tool Versions:
|
| 12 |
+
// Description:
|
| 13 |
+
//
|
| 14 |
+
// Dependencies:
|
| 15 |
+
//
|
| 16 |
+
// Revision:
|
| 17 |
+
// Revision 0.01 - File Created
|
| 18 |
+
// Additional Comments:
|
| 19 |
+
//
|
| 20 |
+
//////////////////////////////////////////////////////////////////////////////////
|
| 21 |
+
|
| 22 |
+
|
| 23 |
+
module vgg16_top(
|
| 24 |
+
clk, rst,
|
| 25 |
+
layer, vgg16_start, addbefore,
|
| 26 |
+
loaddma_start, base_addr, num,
|
| 27 |
+
doutb_in,
|
| 28 |
+
storedma_start,
|
| 29 |
+
clkb_out, rstb_out, enb_out, web_out, addrb_out, dinb_out,
|
| 30 |
+
loaddma_finish,
|
| 31 |
+
storedma_finish,
|
| 32 |
+
vgg16_finish
|
| 33 |
+
);
|
| 34 |
+
input clk;
|
| 35 |
+
input rst;
|
| 36 |
+
input [4:0] layer;
|
| 37 |
+
input vgg16_start;
|
| 38 |
+
input addbefore;
|
| 39 |
+
input loaddma_start;
|
| 40 |
+
input [19:0] base_addr;
|
| 41 |
+
input [31:0] num;
|
| 42 |
+
input [31:0] doutb_in;
|
| 43 |
+
input storedma_start;
|
| 44 |
+
output clkb_out;
|
| 45 |
+
output rstb_out;
|
| 46 |
+
output enb_out;
|
| 47 |
+
output [3:0] web_out;
|
| 48 |
+
output [31:0] addrb_out;
|
| 49 |
+
output [31:0] dinb_out;
|
| 50 |
+
output loaddma_finish;
|
| 51 |
+
output storedma_finish;
|
| 52 |
+
output reg vgg16_finish;
|
| 53 |
+
|
| 54 |
+
reg vgg16_bram_ena;
|
| 55 |
+
reg vgg16_bram_wea;
|
| 56 |
+
reg [19:0] vgg16_bram_addra;
|
| 57 |
+
reg [`DATA_SIZE-1:0] vgg16_bram_dina;
|
| 58 |
+
|
| 59 |
+
wire [`DATA_SIZE:0] vgg16_bram_douta;
|
| 60 |
+
|
| 61 |
+
bram_top vgg16_bram(
|
| 62 |
+
.clk(clk),
|
| 63 |
+
.rst(rst),
|
| 64 |
+
.loaddma_start(loaddma_start),
|
| 65 |
+
.base_addr(base_addr),
|
| 66 |
+
.num(num),
|
| 67 |
+
.doutb_in(doutb_in),
|
| 68 |
+
.data_ena(vgg16_bram_ena),
|
| 69 |
+
.data_wea(vgg16_bram_wea),
|
| 70 |
+
.data_addra(vgg16_bram_addra),
|
| 71 |
+
.data_dina(vgg16_bram_dina),
|
| 72 |
+
.storedma_start(storedma_start),
|
| 73 |
+
.clkb_out(clkb_out),
|
| 74 |
+
.rstb_out(rstb_out),
|
| 75 |
+
.enb_out(enb_out),
|
| 76 |
+
.web_out(web_out),
|
| 77 |
+
.addrb_out(addrb_out),
|
| 78 |
+
.dinb_out(dinb_out),
|
| 79 |
+
.loaddma_finish(loaddma_finish),
|
| 80 |
+
.vgg16_bram_douta(vgg16_bram_douta),
|
| 81 |
+
.storedma_finish(storedma_finish)
|
| 82 |
+
);
|
| 83 |
+
|
| 84 |
+
reg [9:0] rownum;
|
| 85 |
+
reg [9:0] columnnum;
|
| 86 |
+
reg [9:0] channelnum;
|
| 87 |
+
reg [9:0] filternum;
|
| 88 |
+
reg [19:0] weight_base_addr;
|
| 89 |
+
reg [19:0] bias_base_addr;
|
| 90 |
+
reg [19:0] data_base_addr;
|
| 91 |
+
reg [19:0] result_base_addr;
|
| 92 |
+
|
| 93 |
+
reg conv_en;
|
| 94 |
+
reg [`DATA_SIZE-1:0] conv_vgg16_bram_douta;
|
| 95 |
+
wire conv_vgg16_bram_ena;
|
| 96 |
+
wire [0:0] conv_vgg16_bram_wea;
|
| 97 |
+
wire [19:0] conv_vgg16_bram_addra;
|
| 98 |
+
wire [`DATA_SIZE-1:0] conv_vgg16_bram_dina;
|
| 99 |
+
wire conv_finish;
|
| 100 |
+
|
| 101 |
+
conv vgg16_conv(
|
| 102 |
+
.clk(clk),
|
| 103 |
+
.rst(rst),
|
| 104 |
+
.conv_en(conv_en),
|
| 105 |
+
.vgg16_bram_douta(conv_vgg16_bram_douta),
|
| 106 |
+
.weight_base_addr(weight_base_addr),
|
| 107 |
+
.bias_base_addr(bias_base_addr),
|
| 108 |
+
.data_base_addr(data_base_addr),
|
| 109 |
+
.result_base_addr(result_base_addr),
|
| 110 |
+
.rownum(rownum),
|
| 111 |
+
.columnnum(columnnum),
|
| 112 |
+
.channelnum(channelnum),
|
| 113 |
+
.filternum(filternum),
|
| 114 |
+
.vgg16_bram_ena(conv_vgg16_bram_ena),
|
| 115 |
+
.vgg16_bram_wea(conv_vgg16_bram_wea),
|
| 116 |
+
.vgg16_bram_addra(conv_vgg16_bram_addra),
|
| 117 |
+
.vgg16_bram_dina(conv_vgg16_bram_dina),
|
| 118 |
+
.conv_finish(conv_finish)
|
| 119 |
+
);
|
| 120 |
+
|
| 121 |
+
reg pool_en;
|
| 122 |
+
reg [`DATA_SIZE-1:0] pool_vgg16_bram_douta;
|
| 123 |
+
wire pool_vgg16_bram_ena;
|
| 124 |
+
wire [0:0] pool_vgg16_bram_wea;
|
| 125 |
+
wire [19:0] pool_vgg16_bram_addra;
|
| 126 |
+
wire [`DATA_SIZE-1:0] pool_vgg16_bram_dina;
|
| 127 |
+
wire pool_finish;
|
| 128 |
+
|
| 129 |
+
pool vgg16_pool(
|
| 130 |
+
.clk(clk),
|
| 131 |
+
.rst(rst),
|
| 132 |
+
.pool_en(pool_en),
|
| 133 |
+
.rownum(rownum),
|
| 134 |
+
.columnnum(columnnum),
|
| 135 |
+
.channelnum(channelnum),
|
| 136 |
+
.data_base_addr(data_base_addr),
|
| 137 |
+
.result_base_addr(result_base_addr),
|
| 138 |
+
.vgg16_bram_douta(pool_vgg16_bram_douta),
|
| 139 |
+
.vgg16_bram_ena(pool_vgg16_bram_ena),
|
| 140 |
+
.vgg16_bram_wea(pool_vgg16_bram_wea),
|
| 141 |
+
.vgg16_bram_addra(pool_vgg16_bram_addra),
|
| 142 |
+
.vgg16_bram_dina(pool_vgg16_bram_dina),
|
| 143 |
+
.pool_finish(pool_finish)
|
| 144 |
+
);
|
| 145 |
+
|
| 146 |
+
reg fc_en;
|
| 147 |
+
reg [`DATA_SIZE-1:0] fc_vgg16_bram_douta;
|
| 148 |
+
wire fc_vgg16_bram_ena;
|
| 149 |
+
wire [0:0] fc_vgg16_bram_wea;
|
| 150 |
+
wire [19:0] fc_vgg16_bram_addra;
|
| 151 |
+
wire [`DATA_SIZE-1:0] fc_vgg16_bram_dina;
|
| 152 |
+
wire fc_finish;
|
| 153 |
+
|
| 154 |
+
reg [14:0] fc_columnnum;
|
| 155 |
+
|
| 156 |
+
fc vgg16_fc(
|
| 157 |
+
.clk(clk),
|
| 158 |
+
.rst(rst),
|
| 159 |
+
.fc_en(fc_en),
|
| 160 |
+
.weight_base_addr(weight_base_addr),
|
| 161 |
+
.bias_base_addr(bias_base_addr),
|
| 162 |
+
.data_base_addr(data_base_addr),
|
| 163 |
+
.result_base_addr(result_base_addr),
|
| 164 |
+
.rownum(rownum),
|
| 165 |
+
.columnnum(fc_columnnum),
|
| 166 |
+
.vgg16_bram_douta(fc_vgg16_bram_douta),
|
| 167 |
+
.vgg16_bram_ena(fc_vgg16_bram_ena),
|
| 168 |
+
.vgg16_bram_wea(fc_vgg16_bram_wea),
|
| 169 |
+
.vgg16_bram_addra(fc_vgg16_bram_addra),
|
| 170 |
+
.vgg16_bram_dina(fc_vgg16_bram_dina),
|
| 171 |
+
.fc_finish(fc_finish)
|
| 172 |
+
);
|
| 173 |
+
|
| 174 |
+
parameter conv1_1_data_base_addr = 0,
|
| 175 |
+
conv1_1_weight_base_addr = 150528,
|
| 176 |
+
conv1_1_bias_base_addr = 150636,
|
| 177 |
+
conv1_1_result_base_addr = 150640;
|
| 178 |
+
|
| 179 |
+
parameter conv1_2_data_base_addr = 0,
|
| 180 |
+
conv1_2_weight_base_addr = 200704,
|
| 181 |
+
conv1_2_bias_base_addr = 200848,
|
| 182 |
+
conv1_2_result_base_addr = 200852;
|
| 183 |
+
|
| 184 |
+
parameter conv2_data_base_addr = 0,
|
| 185 |
+
conv2_weight_base_addr = 200704,
|
| 186 |
+
conv2_bias_base_addr = 203008,
|
| 187 |
+
conv2_result_base_addr = 203024;
|
| 188 |
+
|
| 189 |
+
parameter conv3_data_base_addr = 0,
|
| 190 |
+
conv3_weight_base_addr = 200704,
|
| 191 |
+
conv3_bias_base_addr = 237568,
|
| 192 |
+
conv3_result_base_addr = 237632;
|
| 193 |
+
|
| 194 |
+
parameter conv4_data_base_addr = 0,
|
| 195 |
+
conv4_weight_base_addr = 200704,
|
| 196 |
+
conv4_bias_base_addr = 348160,
|
| 197 |
+
conv4_result_base_addr = 348224;
|
| 198 |
+
|
| 199 |
+
parameter conv5_data_base_addr = 0,
|
| 200 |
+
conv5_weight_base_addr = 100352,
|
| 201 |
+
conv5_bias_base_addr = 395264,
|
| 202 |
+
conv5_result_base_addr = 395328;
|
| 203 |
+
|
| 204 |
+
parameter pool1_data_base_addr = 0,
|
| 205 |
+
pool1_result_base_addr = 200704;
|
| 206 |
+
|
| 207 |
+
parameter pool2_data_base_addr = 0,
|
| 208 |
+
pool2_result_base_addr = 200704;
|
| 209 |
+
|
| 210 |
+
parameter pool3_data_base_addr = 0,
|
| 211 |
+
pool3_result_base_addr = 200704;
|
| 212 |
+
|
| 213 |
+
parameter pool4_data_base_addr = 0,
|
| 214 |
+
pool4_result_base_addr = 200704;
|
| 215 |
+
|
| 216 |
+
parameter pool5_data_base_addr = 0,
|
| 217 |
+
pool5_result_base_addr = 100352;
|
| 218 |
+
|
| 219 |
+
parameter fc1_data_base_addr = 0,
|
| 220 |
+
fc1_weight_base_addr = 25088,
|
| 221 |
+
fc1_bias_base_addr = 426496,
|
| 222 |
+
fc1_result_base_addr = 426512;
|
| 223 |
+
|
| 224 |
+
parameter fc2_data_base_addr = 0,
|
| 225 |
+
fc2_weight_base_addr = 4096,
|
| 226 |
+
fc2_bias_base_addr = 528384,
|
| 227 |
+
fc2_result_base_addr = 528512;
|
| 228 |
+
|
| 229 |
+
parameter fc3_data_base_addr = 0,
|
| 230 |
+
fc3_weight_base_addr = 4096,
|
| 231 |
+
fc3_bias_base_addr = 516096,
|
| 232 |
+
fc3_result_base_addr = 516221;
|
| 233 |
+
|
| 234 |
+
reg [21:0] state;
|
| 235 |
+
|
| 236 |
+
parameter S_IDLE = 22'b1000_0000_0000_0000_0000_00,
|
| 237 |
+
S_CONV1_1 = 22'b0100_0000_0000_0000_0000_00,
|
| 238 |
+
S_CONV1_2 = 22'b0010_0000_0000_0000_0000_00,
|
| 239 |
+
S_POOL1 = 22'b0001_0000_0000_0000_0000_00,
|
| 240 |
+
S_CONV2_1 = 22'b0000_1000_0000_0000_0000_00,
|
| 241 |
+
S_CONV2_2 = 22'b0000_0100_0000_0000_0000_00,
|
| 242 |
+
S_POOL2 = 22'b0000_0010_0000_0000_0000_00,
|
| 243 |
+
S_CONV3_1 = 22'b0000_0001_0000_0000_0000_00,
|
| 244 |
+
S_CONV3_2 = 22'b0000_0000_1000_0000_0000_00,
|
| 245 |
+
S_CONV3_3 = 22'b0000_0000_0100_0000_0000_00,
|
| 246 |
+
S_POOL3 = 22'b0000_0000_0010_0000_0000_00,
|
| 247 |
+
S_CONV4_1 = 22'b0000_0000_0001_0000_0000_00,
|
| 248 |
+
S_CONV4_2 = 22'b0000_0000_0000_1000_0000_00,
|
| 249 |
+
S_CONV4_3 = 22'b0000_0000_0000_0100_0000_00,
|
| 250 |
+
S_POOL4 = 22'b0000_0000_0000_0010_0000_00,
|
| 251 |
+
S_CONV5_1 = 22'b0000_0000_0000_0001_0000_00,
|
| 252 |
+
S_CONV5_2 = 22'b0000_0000_0000_0000_1000_00,
|
| 253 |
+
S_CONV5_3 = 22'b0000_0000_0000_0000_0100_00,
|
| 254 |
+
S_POOL5 = 22'b0000_0000_0000_0000_0010_00,
|
| 255 |
+
S_FC1 = 22'b0000_0000_0000_0000_0001_00,
|
| 256 |
+
S_FC2 = 22'b0000_0000_0000_0000_0000_10,
|
| 257 |
+
S_FC3 = 22'b0000_0000_0000_0000_0000_01;
|
| 258 |
+
|
| 259 |
+
always@(posedge clk)
|
| 260 |
+
begin
|
| 261 |
+
if(rst == 1'b1)
|
| 262 |
+
begin
|
| 263 |
+
state <= S_IDLE;
|
| 264 |
+
conv_en <= 1'b0;
|
| 265 |
+
pool_en <= 1'b0;
|
| 266 |
+
fc_en <= 1'b0;
|
| 267 |
+
end
|
| 268 |
+
else
|
| 269 |
+
begin
|
| 270 |
+
case (state)
|
| 271 |
+
S_IDLE:
|
| 272 |
+
begin
|
| 273 |
+
if(vgg16_start == 1'b1)
|
| 274 |
+
begin
|
| 275 |
+
vgg16_finish <= 1'b0;
|
| 276 |
+
case (layer)
|
| 277 |
+
5'b00000: // 0 conv1_1
|
| 278 |
+
begin
|
| 279 |
+
conv_en <= 1'b1;
|
| 280 |
+
weight_base_addr <= conv1_1_weight_base_addr;
|
| 281 |
+
bias_base_addr <= conv1_1_bias_base_addr;
|
| 282 |
+
data_base_addr <= conv1_1_data_base_addr;
|
| 283 |
+
result_base_addr <= conv1_1_result_base_addr;
|
| 284 |
+
rownum <= 10'd224;
|
| 285 |
+
columnnum <= 10'd224;
|
| 286 |
+
channelnum <= 10'd3;
|
| 287 |
+
filternum <= 10'd4;
|
| 288 |
+
state <= S_CONV1_1;
|
| 289 |
+
end
|
| 290 |
+
5'b00001: // 1 conv1_2
|
| 291 |
+
begin
|
| 292 |
+
conv_en <= 1'b1;
|
| 293 |
+
weight_base_addr <= conv1_2_weight_base_addr;
|
| 294 |
+
bias_base_addr <= conv1_2_bias_base_addr;
|
| 295 |
+
data_base_addr <= conv1_2_data_base_addr;
|
| 296 |
+
result_base_addr <= conv1_2_result_base_addr;
|
| 297 |
+
rownum <= 10'd224;
|
| 298 |
+
columnnum <= 10'd224;
|
| 299 |
+
channelnum <= 10'd4;
|
| 300 |
+
filternum <= 10'd4;
|
| 301 |
+
state <= S_CONV1_2;
|
| 302 |
+
end
|
| 303 |
+
5'b00010: // 2 pool1
|
| 304 |
+
begin
|
| 305 |
+
pool_en <= 1'b1;
|
| 306 |
+
rownum <= 10'd112;
|
| 307 |
+
columnnum <= 10'd112;
|
| 308 |
+
channelnum <= 10'd4;
|
| 309 |
+
data_base_addr <= pool1_data_base_addr;
|
| 310 |
+
result_base_addr <= pool1_result_base_addr;
|
| 311 |
+
state <= S_POOL1;
|
| 312 |
+
end
|
| 313 |
+
5'b00011: // 3 conv2_1
|
| 314 |
+
begin
|
| 315 |
+
conv_en <= 1'b1;
|
| 316 |
+
weight_base_addr <= conv2_weight_base_addr;
|
| 317 |
+
bias_base_addr <= conv2_bias_base_addr;
|
| 318 |
+
data_base_addr <= conv2_data_base_addr;
|
| 319 |
+
result_base_addr <= conv2_result_base_addr;
|
| 320 |
+
rownum <= 10'd112;
|
| 321 |
+
columnnum <= 10'd112;
|
| 322 |
+
channelnum <= 10'd16;
|
| 323 |
+
filternum <= 10'd16;
|
| 324 |
+
state <= S_CONV2_1;
|
| 325 |
+
end
|
| 326 |
+
5'b00100: // 4 conv2_2
|
| 327 |
+
begin
|
| 328 |
+
conv_en <= 1'b1;
|
| 329 |
+
weight_base_addr <= conv2_weight_base_addr;
|
| 330 |
+
bias_base_addr <= conv2_bias_base_addr;
|
| 331 |
+
data_base_addr <= conv2_data_base_addr;
|
| 332 |
+
result_base_addr <= conv2_result_base_addr;
|
| 333 |
+
rownum <= 10'd112;
|
| 334 |
+
columnnum <= 10'd112;
|
| 335 |
+
channelnum <= 10'd16;
|
| 336 |
+
filternum <= 10'd16;
|
| 337 |
+
state <= S_CONV2_2;
|
| 338 |
+
end
|
| 339 |
+
5'b00101: // 5 pool2
|
| 340 |
+
begin
|
| 341 |
+
pool_en <= 1'b1;
|
| 342 |
+
rownum <= 10'd56;
|
| 343 |
+
columnnum <= 10'd56;
|
| 344 |
+
channelnum <= 10'd16;
|
| 345 |
+
data_base_addr <= pool2_data_base_addr;
|
| 346 |
+
result_base_addr <= pool2_result_base_addr;
|
| 347 |
+
state <= S_POOL2;
|
| 348 |
+
end
|
| 349 |
+
5'b00110: // 6 conv3_1
|
| 350 |
+
begin
|
| 351 |
+
conv_en <= 1'b1;
|
| 352 |
+
weight_base_addr <= conv3_weight_base_addr;
|
| 353 |
+
bias_base_addr <= conv3_bias_base_addr;
|
| 354 |
+
data_base_addr <= conv3_data_base_addr;
|
| 355 |
+
result_base_addr <= conv3_result_base_addr;
|
| 356 |
+
rownum <= 10'd56;
|
| 357 |
+
columnnum <= 10'd56;
|
| 358 |
+
channelnum <= 10'd64;
|
| 359 |
+
filternum <= 10'd64;
|
| 360 |
+
state <= S_CONV3_1;
|
| 361 |
+
end
|
| 362 |
+
5'b00111: // 7 conv3_2
|
| 363 |
+
begin
|
| 364 |
+
conv_en <= 1'b1;
|
| 365 |
+
weight_base_addr <= conv3_weight_base_addr;
|
| 366 |
+
bias_base_addr <= conv3_bias_base_addr;
|
| 367 |
+
data_base_addr <= conv3_data_base_addr;
|
| 368 |
+
result_base_addr <= conv3_result_base_addr;
|
| 369 |
+
rownum <= 10'd56;
|
| 370 |
+
columnnum <= 10'd56;
|
| 371 |
+
channelnum <= 10'd64;
|
| 372 |
+
filternum <= 10'd64;
|
| 373 |
+
state <= S_CONV3_2;
|
| 374 |
+
end
|
| 375 |
+
5'b01000: // 8 conv3_3
|
| 376 |
+
begin
|
| 377 |
+
conv_en <= 1'b1;
|
| 378 |
+
weight_base_addr <= conv3_weight_base_addr;
|
| 379 |
+
bias_base_addr <= conv3_bias_base_addr;
|
| 380 |
+
data_base_addr <= conv3_data_base_addr;
|
| 381 |
+
result_base_addr <= conv3_result_base_addr;
|
| 382 |
+
rownum <= 10'd56;
|
| 383 |
+
columnnum <= 10'd56;
|
| 384 |
+
channelnum <= 10'd64;
|
| 385 |
+
filternum <= 10'd64;
|
| 386 |
+
state <= S_CONV3_3;
|
| 387 |
+
end
|
| 388 |
+
5'b01001: // 9 pool3
|
| 389 |
+
begin
|
| 390 |
+
pool_en <= 1'b1;
|
| 391 |
+
rownum <= 10'd28;
|
| 392 |
+
columnnum <= 10'd28;
|
| 393 |
+
channelnum <= 10'd64;
|
| 394 |
+
data_base_addr <= pool3_data_base_addr;
|
| 395 |
+
result_base_addr <= pool3_result_base_addr;
|
| 396 |
+
state <= S_POOL3;
|
| 397 |
+
end
|
| 398 |
+
5'b01010: // 10 conv4_1
|
| 399 |
+
begin
|
| 400 |
+
conv_en <= 1'b1;
|
| 401 |
+
weight_base_addr <= conv4_weight_base_addr;
|
| 402 |
+
bias_base_addr <= conv4_bias_base_addr;
|
| 403 |
+
data_base_addr <= conv4_data_base_addr;
|
| 404 |
+
result_base_addr <= conv4_result_base_addr;
|
| 405 |
+
rownum <= 10'd28;
|
| 406 |
+
columnnum <= 10'd28;
|
| 407 |
+
channelnum <= 10'd256;
|
| 408 |
+
filternum <= 10'd64;
|
| 409 |
+
state <= S_CONV4_1;
|
| 410 |
+
end
|
| 411 |
+
5'b01011: // 11 conv4_2
|
| 412 |
+
begin
|
| 413 |
+
conv_en <= 1'b1;
|
| 414 |
+
weight_base_addr <= conv4_weight_base_addr;
|
| 415 |
+
bias_base_addr <= conv4_bias_base_addr;
|
| 416 |
+
data_base_addr <= conv4_data_base_addr;
|
| 417 |
+
result_base_addr <= conv4_result_base_addr;
|
| 418 |
+
rownum <= 10'd28;
|
| 419 |
+
columnnum <= 10'd28;
|
| 420 |
+
channelnum <= 10'd256;
|
| 421 |
+
filternum <= 10'd64;
|
| 422 |
+
state <= S_CONV4_2;
|
| 423 |
+
end
|
| 424 |
+
5'b01100: // 12 conv4_3
|
| 425 |
+
begin
|
| 426 |
+
conv_en <= 1'b1;
|
| 427 |
+
weight_base_addr <= conv4_weight_base_addr;
|
| 428 |
+
bias_base_addr <= conv4_bias_base_addr;
|
| 429 |
+
data_base_addr <= conv4_data_base_addr;
|
| 430 |
+
result_base_addr <= conv4_result_base_addr;
|
| 431 |
+
rownum <= 10'd28;
|
| 432 |
+
columnnum <= 10'd28;
|
| 433 |
+
channelnum <= 10'd256;
|
| 434 |
+
filternum <= 10'd64;
|
| 435 |
+
state <= S_CONV4_3;
|
| 436 |
+
end
|
| 437 |
+
5'b01101: // 13 pool4
|
| 438 |
+
begin
|
| 439 |
+
pool_en <= 1'b1;
|
| 440 |
+
rownum <= 10'd14;
|
| 441 |
+
columnnum <= 10'd14;
|
| 442 |
+
channelnum <= 10'd256;
|
| 443 |
+
data_base_addr <= pool4_data_base_addr;
|
| 444 |
+
result_base_addr <= pool4_result_base_addr;
|
| 445 |
+
state <= S_POOL4;
|
| 446 |
+
end
|
| 447 |
+
5'b01110: // 14 conv5_1
|
| 448 |
+
begin
|
| 449 |
+
conv_en <= 1'b1;
|
| 450 |
+
weight_base_addr <= conv5_weight_base_addr;
|
| 451 |
+
bias_base_addr <= conv5_bias_base_addr;
|
| 452 |
+
data_base_addr <= conv5_data_base_addr;
|
| 453 |
+
result_base_addr <= conv5_result_base_addr;
|
| 454 |
+
rownum <= 10'd14;
|
| 455 |
+
columnnum <= 10'd14;
|
| 456 |
+
channelnum <= 10'd512;
|
| 457 |
+
filternum <= 10'd64;
|
| 458 |
+
state <= S_CONV5_1;
|
| 459 |
+
end
|
| 460 |
+
5'b01111: // 15 conv5_2
|
| 461 |
+
begin
|
| 462 |
+
conv_en <= 1'b1;
|
| 463 |
+
weight_base_addr <= conv5_weight_base_addr;
|
| 464 |
+
bias_base_addr <= conv5_bias_base_addr;
|
| 465 |
+
data_base_addr <= conv5_data_base_addr;
|
| 466 |
+
result_base_addr <= conv5_result_base_addr;
|
| 467 |
+
rownum <= 10'd14;
|
| 468 |
+
columnnum <= 10'd14;
|
| 469 |
+
channelnum <= 10'd512;
|
| 470 |
+
filternum <= 10'd64;
|
| 471 |
+
state <= S_CONV5_2;
|
| 472 |
+
end
|
| 473 |
+
5'b10000: // 16 conv5_3
|
| 474 |
+
begin
|
| 475 |
+
conv_en <= 1'b1;
|
| 476 |
+
weight_base_addr <= conv5_weight_base_addr;
|
| 477 |
+
bias_base_addr <= conv5_bias_base_addr;
|
| 478 |
+
data_base_addr <= conv5_data_base_addr;
|
| 479 |
+
result_base_addr <= conv5_result_base_addr;
|
| 480 |
+
rownum <= 10'd14;
|
| 481 |
+
columnnum <= 10'd14;
|
| 482 |
+
channelnum <= 10'd512;
|
| 483 |
+
filternum <= 10'd64;
|
| 484 |
+
state <= S_CONV5_3;
|
| 485 |
+
end
|
| 486 |
+
5'b10001: // 17 pool5
|
| 487 |
+
begin
|
| 488 |
+
pool_en <= 1'b1;
|
| 489 |
+
rownum <= 10'd7;
|
| 490 |
+
columnnum <= 10'd7;
|
| 491 |
+
channelnum <= 10'd512;
|
| 492 |
+
data_base_addr <= pool5_data_base_addr;
|
| 493 |
+
result_base_addr <= pool5_result_base_addr;
|
| 494 |
+
state <= S_POOL5;
|
| 495 |
+
end
|
| 496 |
+
5'b10010: // 18 fc1
|
| 497 |
+
begin
|
| 498 |
+
fc_en <= 1'b1;
|
| 499 |
+
weight_base_addr <= fc1_weight_base_addr;
|
| 500 |
+
bias_base_addr <= fc1_bias_base_addr;
|
| 501 |
+
data_base_addr <= fc1_data_base_addr;
|
| 502 |
+
result_base_addr <= fc1_result_base_addr;
|
| 503 |
+
rownum <= 10'd16;
|
| 504 |
+
fc_columnnum <= 15'd25088;
|
| 505 |
+
state <= S_FC1;
|
| 506 |
+
end
|
| 507 |
+
5'b10011: // 19 fc2
|
| 508 |
+
begin
|
| 509 |
+
fc_en <= 1'b1;
|
| 510 |
+
weight_base_addr <= fc2_weight_base_addr;
|
| 511 |
+
bias_base_addr <= fc2_bias_base_addr;
|
| 512 |
+
data_base_addr <= fc2_data_base_addr;
|
| 513 |
+
result_base_addr <= fc2_result_base_addr;
|
| 514 |
+
rownum <= 10'd128;
|
| 515 |
+
fc_columnnum <= 15'd4096;
|
| 516 |
+
state <= S_FC2;
|
| 517 |
+
end
|
| 518 |
+
5'b10100: // 20 fc3
|
| 519 |
+
begin
|
| 520 |
+
fc_en <= 1'b1;
|
| 521 |
+
weight_base_addr <= fc3_weight_base_addr;
|
| 522 |
+
bias_base_addr <= fc3_bias_base_addr;
|
| 523 |
+
data_base_addr <= fc3_data_base_addr;
|
| 524 |
+
result_base_addr <= fc3_result_base_addr;
|
| 525 |
+
rownum <= 10'd125;
|
| 526 |
+
fc_columnnum <= 15'd4096;
|
| 527 |
+
state <= S_FC3;
|
| 528 |
+
end
|
| 529 |
+
default:
|
| 530 |
+
begin
|
| 531 |
+
conv_en <= 1'b0;
|
| 532 |
+
pool_en <= 1'b0;
|
| 533 |
+
fc_en <= 1'b0;
|
| 534 |
+
state <= S_IDLE;
|
| 535 |
+
end
|
| 536 |
+
endcase
|
| 537 |
+
end
|
| 538 |
+
else
|
| 539 |
+
begin
|
| 540 |
+
vgg16_finish <= 1'b0;
|
| 541 |
+
state <= S_IDLE;
|
| 542 |
+
end
|
| 543 |
+
end
|
| 544 |
+
S_CONV1_1:
|
| 545 |
+
begin
|
| 546 |
+
if(conv_finish == 1'b1)
|
| 547 |
+
begin
|
| 548 |
+
conv_en <= 1'b0;
|
| 549 |
+
vgg16_finish <= 1'b1;
|
| 550 |
+
state <= S_IDLE;
|
| 551 |
+
end
|
| 552 |
+
end
|
| 553 |
+
S_CONV1_2:
|
| 554 |
+
begin
|
| 555 |
+
if(conv_finish == 1'b1)
|
| 556 |
+
begin
|
| 557 |
+
conv_en <= 1'b0;
|
| 558 |
+
vgg16_finish <= 1'b1;
|
| 559 |
+
state <= S_IDLE;
|
| 560 |
+
end
|
| 561 |
+
end
|
| 562 |
+
S_POOL1:
|
| 563 |
+
begin
|
| 564 |
+
if(pool_finish == 1'b1)
|
| 565 |
+
begin
|
| 566 |
+
pool_en <= 1'b0;
|
| 567 |
+
vgg16_finish <= 1'b1;
|
| 568 |
+
state <= S_IDLE;
|
| 569 |
+
end
|
| 570 |
+
end
|
| 571 |
+
S_CONV2_1:
|
| 572 |
+
begin
|
| 573 |
+
if(conv_finish == 1'b1)
|
| 574 |
+
begin
|
| 575 |
+
conv_en <= 1'b0;
|
| 576 |
+
vgg16_finish <= 1'b1;
|
| 577 |
+
state <= S_IDLE;
|
| 578 |
+
end
|
| 579 |
+
end
|
| 580 |
+
S_CONV2_2:
|
| 581 |
+
begin
|
| 582 |
+
if(conv_finish == 1'b1)
|
| 583 |
+
begin
|
| 584 |
+
conv_en <= 1'b0;
|
| 585 |
+
vgg16_finish <= 1'b1;
|
| 586 |
+
state <= S_IDLE;
|
| 587 |
+
end
|
| 588 |
+
end
|
| 589 |
+
S_POOL2:
|
| 590 |
+
begin
|
| 591 |
+
if(pool_finish == 1'b1)
|
| 592 |
+
begin
|
| 593 |
+
pool_en <= 1'b0;
|
| 594 |
+
vgg16_finish <= 1'b1;
|
| 595 |
+
state <= S_IDLE;
|
| 596 |
+
end
|
| 597 |
+
end
|
| 598 |
+
S_CONV3_1:
|
| 599 |
+
begin
|
| 600 |
+
if(conv_finish == 1'b1)
|
| 601 |
+
begin
|
| 602 |
+
conv_en <= 1'b0;
|
| 603 |
+
vgg16_finish <= 1'b1;
|
| 604 |
+
state <= S_IDLE;
|
| 605 |
+
end
|
| 606 |
+
end
|
| 607 |
+
S_CONV3_2:
|
| 608 |
+
begin
|
| 609 |
+
if(conv_finish == 1'b1)
|
| 610 |
+
begin
|
| 611 |
+
conv_en <= 1'b0;
|
| 612 |
+
vgg16_finish <= 1'b1;
|
| 613 |
+
state <= S_IDLE;
|
| 614 |
+
end
|
| 615 |
+
end
|
| 616 |
+
S_CONV3_3:
|
| 617 |
+
begin
|
| 618 |
+
if(conv_finish == 1'b1)
|
| 619 |
+
begin
|
| 620 |
+
conv_en <= 1'b0;
|
| 621 |
+
vgg16_finish <= 1'b1;
|
| 622 |
+
state <= S_IDLE;
|
| 623 |
+
end
|
| 624 |
+
end
|
| 625 |
+
S_POOL3:
|
| 626 |
+
begin
|
| 627 |
+
if(pool_finish == 1'b1)
|
| 628 |
+
begin
|
| 629 |
+
pool_en <= 1'b0;
|
| 630 |
+
vgg16_finish <= 1'b1;
|
| 631 |
+
state <= S_IDLE;
|
| 632 |
+
end
|
| 633 |
+
end
|
| 634 |
+
S_CONV4_1:
|
| 635 |
+
begin
|
| 636 |
+
if(conv_finish == 1'b1)
|
| 637 |
+
begin
|
| 638 |
+
conv_en <= 1'b0;
|
| 639 |
+
vgg16_finish <= 1'b1;
|
| 640 |
+
state <= S_IDLE;
|
| 641 |
+
end
|
| 642 |
+
end
|
| 643 |
+
S_CONV4_2:
|
| 644 |
+
begin
|
| 645 |
+
if(conv_finish == 1'b1)
|
| 646 |
+
begin
|
| 647 |
+
conv_en <= 1'b0;
|
| 648 |
+
vgg16_finish <= 1'b1;
|
| 649 |
+
state <= S_IDLE;
|
| 650 |
+
end
|
| 651 |
+
end
|
| 652 |
+
S_CONV4_3:
|
| 653 |
+
begin
|
| 654 |
+
if(conv_finish == 1'b1)
|
| 655 |
+
begin
|
| 656 |
+
conv_en <= 1'b0;
|
| 657 |
+
vgg16_finish <= 1'b1;
|
| 658 |
+
state <= S_IDLE;
|
| 659 |
+
end
|
| 660 |
+
end
|
| 661 |
+
S_POOL4:
|
| 662 |
+
begin
|
| 663 |
+
if(pool_finish == 1'b1)
|
| 664 |
+
begin
|
| 665 |
+
pool_en <= 1'b0;
|
| 666 |
+
vgg16_finish <= 1'b1;
|
| 667 |
+
state <= S_IDLE;
|
| 668 |
+
end
|
| 669 |
+
end
|
| 670 |
+
S_CONV5_1:
|
| 671 |
+
begin
|
| 672 |
+
if(conv_finish == 1'b1)
|
| 673 |
+
begin
|
| 674 |
+
conv_en <= 1'b0;
|
| 675 |
+
vgg16_finish <= 1'b1;
|
| 676 |
+
state <= S_IDLE;
|
| 677 |
+
end
|
| 678 |
+
end
|
| 679 |
+
S_CONV5_2:
|
| 680 |
+
begin
|
| 681 |
+
if(conv_finish == 1'b1)
|
| 682 |
+
begin
|
| 683 |
+
conv_en <= 1'b0;
|
| 684 |
+
vgg16_finish <= 1'b1;
|
| 685 |
+
state <= S_IDLE;
|
| 686 |
+
end
|
| 687 |
+
end
|
| 688 |
+
S_CONV5_3:
|
| 689 |
+
begin
|
| 690 |
+
if(conv_finish == 1'b1)
|
| 691 |
+
begin
|
| 692 |
+
conv_en <= 1'b0;
|
| 693 |
+
vgg16_finish <= 1'b1;
|
| 694 |
+
state <= S_IDLE;
|
| 695 |
+
end
|
| 696 |
+
end
|
| 697 |
+
S_POOL5:
|
| 698 |
+
begin
|
| 699 |
+
if(pool_finish == 1'b1)
|
| 700 |
+
begin
|
| 701 |
+
pool_en <= 1'b0;
|
| 702 |
+
vgg16_finish <= 1'b1;
|
| 703 |
+
state <= S_IDLE;
|
| 704 |
+
end
|
| 705 |
+
end
|
| 706 |
+
S_FC1:
|
| 707 |
+
begin
|
| 708 |
+
if(fc_finish == 1'b1)
|
| 709 |
+
begin
|
| 710 |
+
fc_en <= 1'b0;
|
| 711 |
+
vgg16_finish <= 1'b1;
|
| 712 |
+
state <= S_IDLE;
|
| 713 |
+
end
|
| 714 |
+
end
|
| 715 |
+
S_FC2:
|
| 716 |
+
begin
|
| 717 |
+
if(fc_finish == 1'b1)
|
| 718 |
+
begin
|
| 719 |
+
fc_en <= 1'b0;
|
| 720 |
+
vgg16_finish <= 1'b1;
|
| 721 |
+
state <= S_IDLE;
|
| 722 |
+
end
|
| 723 |
+
end
|
| 724 |
+
S_FC3:
|
| 725 |
+
begin
|
| 726 |
+
if(fc_finish == 1'b1)
|
| 727 |
+
begin
|
| 728 |
+
fc_en <= 1'b0;
|
| 729 |
+
vgg16_finish <= 1'b1;
|
| 730 |
+
state <= S_IDLE;
|
| 731 |
+
end
|
| 732 |
+
end
|
| 733 |
+
default:
|
| 734 |
+
begin
|
| 735 |
+
state <= S_IDLE;
|
| 736 |
+
conv_en <= 1'b0;
|
| 737 |
+
pool_en <= 1'b0;
|
| 738 |
+
fc_en <= 1'b0;
|
| 739 |
+
end
|
| 740 |
+
endcase
|
| 741 |
+
end
|
| 742 |
+
end
|
| 743 |
+
|
| 744 |
+
// vgg16_bram
|
| 745 |
+
always@(posedge clk)
|
| 746 |
+
begin
|
| 747 |
+
if(rst == 1'b1)
|
| 748 |
+
begin
|
| 749 |
+
vgg16_bram_ena <= 1'b0;
|
| 750 |
+
vgg16_bram_wea <= 1'b0;
|
| 751 |
+
end
|
| 752 |
+
else
|
| 753 |
+
begin
|
| 754 |
+
if(state == S_CONV1_1 || state == S_CONV1_2 ||
|
| 755 |
+
state == S_CONV2_1 || state == S_CONV2_2 ||
|
| 756 |
+
state == S_CONV3_1 || state == S_CONV3_2 || state == S_CONV3_3 ||
|
| 757 |
+
state == S_CONV4_1 || state == S_CONV4_2 || state == S_CONV4_3 ||
|
| 758 |
+
state == S_CONV5_1 || state == S_CONV5_2 || state == S_CONV5_3)
|
| 759 |
+
begin
|
| 760 |
+
vgg16_bram_ena = conv_vgg16_bram_ena;
|
| 761 |
+
vgg16_bram_wea = conv_vgg16_bram_wea;
|
| 762 |
+
vgg16_bram_addra = conv_vgg16_bram_addra;
|
| 763 |
+
vgg16_bram_dina = conv_vgg16_bram_dina;
|
| 764 |
+
conv_vgg16_bram_douta = vgg16_bram_douta;
|
| 765 |
+
end
|
| 766 |
+
else if(state == S_POOL1 || state == S_POOL2 || state == S_POOL3 || state == S_POOL4 || state == S_POOL5)
|
| 767 |
+
begin
|
| 768 |
+
vgg16_bram_ena = pool_vgg16_bram_ena;
|
| 769 |
+
vgg16_bram_wea = pool_vgg16_bram_wea;
|
| 770 |
+
vgg16_bram_addra = pool_vgg16_bram_addra;
|
| 771 |
+
vgg16_bram_dina = pool_vgg16_bram_dina;
|
| 772 |
+
pool_vgg16_bram_douta = vgg16_bram_douta;
|
| 773 |
+
end
|
| 774 |
+
else if(state == S_FC1 || state == S_FC2 || state == S_FC3)
|
| 775 |
+
begin
|
| 776 |
+
vgg16_bram_ena = fc_vgg16_bram_ena;
|
| 777 |
+
vgg16_bram_wea = fc_vgg16_bram_wea;
|
| 778 |
+
vgg16_bram_addra = fc_vgg16_bram_addra;
|
| 779 |
+
vgg16_bram_dina = fc_vgg16_bram_dina;
|
| 780 |
+
fc_vgg16_bram_douta = vgg16_bram_douta;
|
| 781 |
+
end
|
| 782 |
+
else
|
| 783 |
+
begin
|
| 784 |
+
vgg16_bram_ena <= 1'b0;
|
| 785 |
+
vgg16_bram_wea <= 1'b0;
|
| 786 |
+
end
|
| 787 |
+
end
|
| 788 |
+
end
|
| 789 |
+
|
| 790 |
+
endmodule
|