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cnn_ctrl_res50_tb.v
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cnn_ctrl_res50_tb.v
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`timescale 1ns / 1ps
module cnn_ctrl_res50_tb;
reg[2:0] Fx; //upto 8x8 conv
reg[2:0] Fy;
reg[11:0] Ni; //upto 2048
//for res50_fsm.v
parameter W_SIZE = 8;
parameter W_FRAME_SIZE = 2 * W_SIZE + 3;
parameter W_DELAY = 12;
parameter VSYNC_DELAY = 100;
parameter HSYNC_DELAY = 100;
reg clk, rstn;
reg [W_SIZE-1 :0] q_width;
reg [W_SIZE-1 :0] q_height;
reg [W_SIZE-1 :0] q_channel;
reg [W_SIZE-1 :0] q_step_x;
reg [W_SIZE-1 :0] q_step_y;
reg [W_DELAY-1:0] q_vsync_delay;
reg [W_DELAY-1:0] q_hsync_delay;
reg [2*W_SIZE :0] q_frame_size; //사용x
reg q_start;
wire ctrl_vsync_run;
wire [W_DELAY-1:0] ctrl_vsync_cnt;
wire ctrl_hsync_run;
wire [W_DELAY-1:0] ctrl_hsync_cnt;
wire ctrl_data_run;
wire [W_SIZE-1:0] row;
wire [W_SIZE-1:0] col;
wire [W_SIZE-1:0] chn;
wire [2*W_SIZE :0]data_count;
//-------------------------------------------------
// Controller (FSM)
//-------------------------------------------------
res50_fsm u_cnn_ctrl (
.clk (clk ),
.rstn (rstn ),
// Inputs
.q_width (q_width ),
.q_height (q_height ),
.q_channel (q_channel ),
.q_step_x (q_step_x ),
.q_step_y (q_step_y ),
.q_vsync_delay (q_vsync_delay ),
.q_hsync_delay (q_hsync_delay ),
.q_frame_size (q_frame_size ), //사용x
.q_start (q_start ),
//output
.o_ctrl_vsync_run(ctrl_vsync_run),
.o_ctrl_vsync_cnt(ctrl_vsync_cnt),
.o_ctrl_hsync_run(ctrl_hsync_run),
.o_ctrl_hsync_cnt(ctrl_hsync_cnt),
.o_ctrl_data_run(ctrl_data_run ),
.o_row (row ),
.o_col (col ),
.o_chn (chn ),
.o_data_count (data_count ),
.o_end_frame (end_frame )
);
// Clock
parameter CLK_PERIOD = 10; //100MHz
initial begin
clk = 1'b1;
forever #(CLK_PERIOD/2) clk = ~clk;
end
// Generate din, win
// wino last row last col should be -2 instead of -1
wire is_first_row = (row == 0) ? 1'b1 : 1'b0;
wire is_last_row = (row == q_height-2) ? 1'b1 : 1'b0;
wire is_first_col = (col == 0) ? 1'b1 : 1'b0;
wire is_last_col = (col == q_width -2) ? 1'b1 : 1'b0;
reg [7:0] p00, p01, p02, p03, p04, p05, p06,
p10, p11, p12, p13, p14, p15, p16,
p20, p21, p22, p23, p24, p25, p26,
p30, p31, p32, p33, p34, p35, p36,
p40, p41, p42, p43, p44, p45, p46,
p50, p51, p52, p53, p54, p55, p56,
p60, p61, p62, p63, p64, p65, p66;
always@(*) begin
d_in = 0;
g_in = 0;
vld_i = 0;
vld_i_st = 0;
vld_i_ed = 0;
{p00, p01, p02, p03, p04, p05, p06,
p10, p11, p12, p13, p14, p15, p16,
p20, p21, p22, p23, p24, p25, p26,
p30, p31, p32, p33, p34, p35, p36,
p40, p41, p42, p43, p44, p45, p46,
p50, p51, p52, p53, p54, p55, p56,
p60, p61, p62, p63, p64, p65, p66}=0;
if(Fx==7) begin
if(ctrl_data_run) begin
vld_i = 1;
vld_i_st = (chn == 0)?1:0;
vld_i_ed = (chn == IFM_CHANNEL-1)?1:0;
p00 = (is_first_row || is_first_col) ? 8'd0 : in_img[(row-3) * q_width + (col-3)][chn*8+:8];
p01 = (is_first_row ) ? 8'd0 : in_img[(row-3) * q_width + (col-2)][chn*8+:8];
p02 = (is_first_row ) ? 8'd0 : in_img[(row-3) * q_width + (col-1)][chn*8+:8];
p03 = (is_first_row ) ? 8'd0 : in_img[(row-3) * q_width + (col )][chn*8+:8];
p04 = (is_first_row ) ? 8'd0 : in_img[(row-3) * q_width + (col+1)][chn*8+:8];
p05 = (is_first_row ) ? 8'd0 : in_img[(row-3) * q_width + (col+2)][chn*8+:8];
p06 = (is_first_row || is_last_col ) ? 8'd0 : in_img[(row-3) * q_width + (col+3)][chn*8+:8];
p10 = ( is_first_col) ? 8'd0 : in_img[(row-2) * q_width + (col-3)][chn*8+:8];
p11 = in_img[(row-2) * q_width + (col-2)][chn*8+:8];
p12 = in_img[(row-2) * q_width + (col-1)][chn*8+:8];
p13 = in_img[(row-2) * q_width + (col )][chn*8+:8];
p14 = in_img[(row-2) * q_width + (col+1)][chn*8+:8];
p15 = in_img[(row-2) * q_width + (col+2)][chn*8+:8];
p16 = ( is_last_col) ? 8'd0 : in_img[(row-2) * q_width + (col+3)][chn*8+:8];
p20 = ( is_first_col) ? 8'd0 : in_img[(row-1) * q_width + (col-3)][chn*8+:8];
p21 = in_img[(row-1) * q_width + (col-2)][chn*8+:8];
p22 = in_img[(row-1) * q_width + (col-1)][chn*8+:8];
p23 = in_img[(row-1) * q_width + (col )][chn*8+:8];
p24 = in_img[(row-1) * q_width + (col+1)][chn*8+:8];
p25 = in_img[(row-1) * q_width + (col+2)][chn*8+:8];
p26 = ( is_last_col) ? 8'd0 : in_img[(row-1) * q_width + (col+3)][chn*8+:8];
p30 = ( is_first_col) ? 8'd0 : in_img[(row ) * q_width + (col-3)][chn*8+:8];
p31 = in_img[(row ) * q_width + (col-2)][chn*8+:8];
p32 = in_img[(row ) * q_width + (col-1)][chn*8+:8];
p33 = in_img[(row ) * q_width + (col )][chn*8+:8];
p34 = in_img[(row ) * q_width + (col+1)][chn*8+:8];
p35 = in_img[(row ) * q_width + (col+2)][chn*8+:8];
p36 = ( is_last_col) ? 8'd0 : in_img[(row ) * q_width + (col+3)][chn*8+:8];
p40 = ( is_first_col) ? 8'd0 : in_img[(row+1) * q_width + (col-3)][chn*8+:8];
p41 = in_img[(row+1) * q_width + (col-2)][chn*8+:8];
p42 = in_img[(row+1) * q_width + (col-1)][chn*8+:8];
p43 = in_img[(row+1) * q_width + (col )][chn*8+:8];
p44 = in_img[(row+1) * q_width + (col+1)][chn*8+:8];
p45 = in_img[(row+1) * q_width + (col+2)][chn*8+:8];
p46 = ( is_last_col) ? 8'd0 : in_img[(row+1) * q_width + (col+3)][chn*8+:8];
p50 = ( is_first_col) ? 8'd0 : in_img[(row+2) * q_width + (col-3)][chn*8+:8];
p51 = in_img[(row+2) * q_width + (col-2)][chn*8+:8];
p52 = in_img[(row+2) * q_width + (col-1)][chn*8+:8];
p53 = in_img[(row+2) * q_width + (col )][chn*8+:8];
p54 = in_img[(row+2) * q_width + (col+1)][chn*8+:8];
p55 = in_img[(row+2) * q_width + (col+2)][chn*8+:8];
p56 = ( is_last_col) ? 8'd0 : in_img[(row+2) * q_width + (col+3)][chn*8+:8];
p60 = (is_last_row || is_first_col ) ? 8'd0 : in_img[(row+3) * q_width + (col-3)][chn*8+:8];
p61 = (is_last_row ) ? 8'd0 : in_img[(row+3) * q_width + (col-2)][chn*8+:8];
p62 = (is_last_row ) ? 8'd0 : in_img[(row+3) * q_width + (col-1)][chn*8+:8];
p63 = (is_last_row ) ? 8'd0 : in_img[(row+3) * q_width + (col )][chn*8+:8];
p64 = (is_last_row ) ? 8'd0 : in_img[(row+3) * q_width + (col+1)][chn*8+:8];
p65 = (is_last_row ) ? 8'd0 : in_img[(row+3) * q_width + (col+2)][chn*8+:8];
p66 = (is_last_row || is_last_col ) ? 8'd0 : in_img[(row+3) * q_width + (col+3)][chn*8+:8];
end
end
if(Fx==3) begin
if(ctrl_data_run) begin
vld_i = 1;
vld_i_st = (chn == 0)?1:0;
vld_i_ed = (chn == IFM_CHANNEL-1)?1:0;
{p00, p01, p02, p03, p04, p05, p06,
p10, p11, p12, p13, p14, p15, p16,
p20, p21, p22, p23, p24, p25, p26,
p30, p31, p32, p33, p34, p35, p36,
p40, p41, p42, p43, p44, p45, p46,
p50, p51, p52, p53, p54, p55, p56,
p60, p61, p62, p63, p64, p65, p66}=0;
p00 = (is_first_row || is_first_col) ? 8'd0 : in_img[(row-1) * q_width + (col-1)][chn*8+:8];
p01 = (is_first_row ) ? 8'd0 : in_img[(row-1) * q_width + col ][chn*8+:8];
p02 = (is_first_row ) ? 8'd0 : in_img[(row-1) * q_width + (col+1)][chn*8+:8];
p03 = (is_first_row || is_last_col ) ? 8'd0 : in_img[(row-1) * q_width + (col+2)][chn*8+:8];
p10 = ( is_first_col) ? 8'd0 : in_img[ row * q_width + (col-1)][chn*8+:8];
p11 = in_img[ row * q_width + col ][chn*8+:8];
p12 = in_img[ row * q_width + (col+1)][chn*8+:8];
p13 = ( is_last_col ) ? 8'd0 : in_img[ row * q_width + (col+2)][chn*8+:8];
p20 = ( is_first_col) ? 8'd0 : in_img[(row+1) * q_width + (col-1)][chn*8+:8];
p21 = in_img[(row+1) * q_width + col ][chn*8+:8];
p22 = in_img[(row+1) * q_width + (col+1)][chn*8+:8];
p23 = ( is_last_col ) ? 8'd0 : in_img[(row+1) * q_width + (col+2)][chn*8+:8];
p30 = (is_last_row || is_first_col) ? 8'd0 : in_img[(row+2) * q_width + (col-1)][chn*8+:8];
p31 = (is_last_row ) ? 8'd0 : in_img[(row+2) * q_width + col ][chn*8+:8];
p32 = (is_last_row ) ? 8'd0 : in_img[(row+2) * q_width + (col+1)][chn*8+:8];
p33 = (is_last_row || is_last_col ) ? 8'd0 : in_img[(row+2) * q_width + (col+2)][chn*8+:8];
end
end
if(Fx==1) begin
if(ctrl_data_run) begin
vld_i = 1;
vld_i_st = (chn == 0)?1:0;
vld_i_ed = (chn == q_channel-1)?1:0;
{p00, p01, p02, p03, p04, p05, p06,
p10, p11, p12, p13, p14, p15, p16,
p20, p21, p22, p23, p24, p25, p26,
p30, p31, p32, p33, p34, p35, p36,
p40, p41, p42, p43, p44, p45, p46,
p50, p51, p52, p53, p54, p55, p56,
p60, p61, p62, p63, p64, p65, p66}=0;
p00= in_img[ row * q_width + col ][chn*8+:8];
end
end
// ======================================================================
// Tiled IFM data: Winograd
// ======================================================================
d_in[ 7: 0] = p00;
d_in[ 15: 8] = p01;
d_in[ 23: 16] = p02;
d_in[ 31: 24] = p03;
d_in[ 39: 32] = p04;
d_in[ 47: 40] = p05;
d_in[ 55: 48] = p06;
d_in[ 63: 56] = p10;
d_in[ 71: 64] = p11;
d_in[ 79: 72] = p12;
d_in[ 87: 80] = p13;
d_in[ 95: 88] = p14;
d_in[103: 96] = p15;
d_in[111:104] = p16;
d_in[119:112] = p20;
d_in[127:120] = p21;
d_in[135:128] = p22;
d_in[143:136] = p23;
d_in[151:144] = p24;
d_in[159:152] = p25;
d_in[167:160] = p26;
d_in[175:168] = p30;
d_in[183:176] = p31;
d_in[191:184] = p32;
d_in[199:192] = p33;
d_in[207:200] = p34;
d_in[215:208] = p35;
d_in[223:216] = p36;
d_in[231:224] = p40;
d_in[239:232] = p41;
d_in[247:240] = p42;
d_in[255:248] = p43;
d_in[263:256] = p44;
d_in[271:264] = p45;
d_in[279:272] = p46;
d_in[287:280] = p50;
d_in[295:288] = p51;
d_in[303:296] = p52;
d_in[311:304] = p53;
d_in[319:312] = p54;
d_in[327:320] = p55;
d_in[335:328] = p56;
d_in[343:336] = p60;
d_in[351:344] = p61;
d_in[359:352] = p62;
d_in[367:360] = p63;
d_in[375:368] = p64;
d_in[383:376] = p65;
d_in[391:384] = p66;
// ======================================================================
// Tiled Filters: winograd
// ======================================================================
g_in[ 79: 72] = filter[chn*Fx*Fy + 9][7:0];
g_in[ 87: 80] = filter[chn*Fx*Fy + 10][7:0];
g_in[ 95: 88] = filter[chn*Fx*Fy + 11][7:0];
g_in[103: 96] = filter[chn*Fx*Fy + 12][7:0];
g_in[111:104] = filter[chn*Fx*Fy + 13][7:0];
g_in[119:112] = filter[chn*Fx*Fy + 14][7:0];
g_in[127:120] = filter[chn*Fx*Fy + 15][7:0];
g_in[135:128] = filter[chn*Fx*Fy + 16][7:0];
g_in[143:136] = filter[chn*Fx*Fy + 17][7:0];
g_in[151:144] = filter[chn*Fx*Fy + 18][7:0];
g_in[159:152] = filter[chn*Fx*Fy + 19][7:0];
g_in[167:160] = filter[chn*Fx*Fy + 20][7:0];
g_in[175:168] = filter[chn*Fx*Fy + 21][7:0];
g_in[183:176] = filter[chn*Fx*Fy + 22][7:0];
g_in[191:184] = filter[chn*Fx*Fy + 23][7:0];
g_in[199:192] = filter[chn*Fx*Fy + 24][7:0];
g_in[207:200] = filter[chn*Fx*Fy + 25][7:0];
g_in[215:208] = filter[chn*Fx*Fy + 26][7:0];
g_in[223:216] = filter[chn*Fx*Fy + 27][7:0];
g_in[231:224] = filter[chn*Fx*Fy + 28][7:0];
g_in[239:232] = filter[chn*Fx*Fy + 29][7:0];
g_in[247:240] = filter[chn*Fx*Fy + 30][7:0];
g_in[255:248] = filter[chn*Fx*Fy + 31][7:0];
g_in[263:256] = filter[chn*Fx*Fy + 32][7:0];
g_in[271:264] = filter[chn*Fx*Fy + 33][7:0];
g_in[279:272] = filter[chn*Fx*Fy + 34][7:0];
g_in[287:280] = filter[chn*Fx*Fy + 35][7:0];
g_in[295:288] = filter[chn*Fx*Fy + 36][7:0];
g_in[303:296] = filter[chn*Fx*Fy + 37][7:0];
g_in[311:304] = filter[chn*Fx*Fy + 38][7:0];
g_in[319:312] = filter[chn*Fx*Fy + 39][7:0];
g_in[327:320] = filter[chn*Fx*Fy + 40][7:0];
g_in[335:328] = filter[chn*Fx*Fy + 41][7:0];
g_in[343:336] = filter[chn*Fx*Fy + 42][7:0];
g_in[351:344] = filter[chn*Fx*Fy + 43][7:0];
g_in[359:352] = filter[chn*Fx*Fy + 44][7:0];
g_in[367:360] = filter[chn*Fx*Fy + 45][7:0];
g_in[375:368] = filter[chn*Fx*Fy + 46][7:0];
g_in[383:376] = filter[chn*Fx*Fy + 47][7:0];
g_in[391:384] = filter[chn*Fx*Fy + 48][7:0];
end
//------------------------------------------------------------------------------------------------------
// ResNet-50
//------------------------------------------------------------------------------------------------------
always@(posedge clk or negedge rstn) begin
if(!rstn)
layer_done <= 1'b0;
else begin
if(q_start)
layer_done <= 1'b0;
else if(end_frame)
layer_done <= 1'b1;
end
end
initial begin
rstn = 1'b0; // Reset, low active
q_width = 224;
q_height = 224;
q_channel = 3;
q_step_x = 1; //stride=1
q_step_y = 1;
Fx = 1; //1x1 conv
Fy = 1;
Ni = 64;
q_vsync_delay = VSYNC_DELAY;
q_hsync_delay = HSYNC_DELAY;
q_frame_size = 0; //사용x
q_start = 1'b0;
#(4*CLK_PERIOD) rstn = 1'b1;
//------------------------------------------------------------------
// Layer 1: 224*224*3 / 7x7 conv 64/ stride=2
//------------------------------------------------------------------
q_width = 224;
q_height = 224;
q_channel = 3;
Fx = 7;
Fy = 7;
Ni = 64;
q_step_x = 2;
q_step_y = 2;
#(100*CLK_PERIOD)
@(posedge clk)
q_start = 1'b1;
#(4*CLK_PERIOD)
@(posedge clk)
q_start = 1'b0;
while(!layer_done) begin
#(112*CLK_PERIOD) @(posedge clk);
end
$display("CONV_01: Done !!!");
//------------------------------------------------------------------
// Max-pooling layer, /2
//------------------------------------------------------------------
//------------------------------------------------------------------
// Layer 2: 1x1 conv, 64/ stide=1
//------------------------------------------------------------------
q_width = 112;
q_height = 112;
q_channel = 64;
Fx = 1;
Fy = 1;
Ni = 64;
q_step_x = 1;
q_step_y = 1;
#(100*CLK_PERIOD)
@(posedge clk)
q_start = 1'b1;
#(4*CLK_PERIOD)
@(posedge clk)
q_start = 1'b0;
while(!layer_done) begin
#(56*CLK_PERIOD) @(posedge clk);
end
$display("CONV_02: Done !!!");
//------------------------------------------------------------------
// Layer 3: 3x3 conv, 64/ stide=1
//------------------------------------------------------------------
q_width = 112;
q_height = 112;
q_channel = 64;
Fx = 3;
Fy = 3;
Ni = 64;
q_step_x = 1;
q_step_y = 1;
#(100*CLK_PERIOD)
@(posedge clk)
q_start = 1'b1;
#(4*CLK_PERIOD)
@(posedge clk)
q_start = 1'b0;
while(!layer_done) begin
#(56*CLK_PERIOD) @(posedge clk);
end
$display("CONV_03: Done !!!");
//------------------------------------------------------------------
// Layer 4: 1x1 conv, 256/ stide=1
//------------------------------------------------------------------
q_width = 112;
q_height = 112;
q_channel = 64;
Fx = 1;
Fy = 1;
Ni = 256;
q_step_x = 1;
q_step_y = 1;
#(100*CLK_PERIOD)
@(posedge clk)
q_start = 1'b1;
#(4*CLK_PERIOD)
@(posedge clk)
q_start = 1'b0;
while(!layer_done) begin
#(56*CLK_PERIOD) @(posedge clk);
end
$display("CONV_04: Done !!!");
//------------------------------------------------------------------
// Layer 5: 1x1 conv, 64/ stide=1
//------------------------------------------------------------------
q_width = 112;
q_height = 112;
q_channel = 256;
Fx = 1;
Fy = 1;
Ni = 64;
q_step_x = 1;
q_step_y = 1;
#(100*CLK_PERIOD)
@(posedge clk)
q_start = 1'b1;
#(4*CLK_PERIOD)
@(posedge clk)
q_start = 1'b0;
while(!layer_done) begin
#(56*CLK_PERIOD) @(posedge clk);
end
$display("CONV_05: Done !!!");
//------------------------------------------------------------------
// Layer 6: 3x3 conv, 64/ stide=1
//------------------------------------------------------------------
q_width = 112;
q_height = 112;
q_channel = 64;
Fx = 3;
Fy = 3;
Ni = 64;
q_step_x = 1;
q_step_y = 1;
#(100*CLK_PERIOD)
@(posedge clk)
q_start = 1'b1;
#(4*CLK_PERIOD)
@(posedge clk)
q_start = 1'b0;
while(!layer_done) begin
#(56*CLK_PERIOD) @(posedge clk);
end
$display("CONV_06: Done !!!");
//------------------------------------------------------------------
// Layer 7: 1x1 conv, 256/ stide=1
//------------------------------------------------------------------
q_width = 112;
q_height = 112;
q_channel = 64;
Fx = 1;
Fy = 1;
Ni = 256;
q_step_x = 1;
q_step_y = 1;
#(100*CLK_PERIOD)
@(posedge clk)
q_start = 1'b1;
#(4*CLK_PERIOD)
@(posedge clk)
q_start = 1'b0;
while(!layer_done) begin
#(56*CLK_PERIOD) @(posedge clk);
end
$display("CONV_07: Done !!!");
//------------------------------------------------------------------
// Layer 8: 1x1 conv, 64/ stide=1
//------------------------------------------------------------------
q_width = 112;
q_height = 112;
q_channel = 256;
Fx = 1;
Fy = 1;
Ni = 64;
q_step_x = 1;
q_step_y = 1;
#(100*CLK_PERIOD)
@(posedge clk)
q_start = 1'b1;
#(4*CLK_PERIOD)
@(posedge clk)
q_start = 1'b0;
while(!layer_done) begin
#(56*CLK_PERIOD) @(posedge clk);
end
$display("CONV_08: Done !!!");
//------------------------------------------------------------------
// Layer 9: 3x3 conv, 64/ stide=1
//------------------------------------------------------------------
q_width = 112;
q_height = 112;
q_channel = 64;
Fx = 3;
Fy = 3;
Ni = 64;
q_step_x = 1;
q_step_y = 1;
#(100*CLK_PERIOD)
@(posedge clk)
q_start = 1'b1;
#(4*CLK_PERIOD)
@(posedge clk)
q_start = 1'b0;
while(!layer_done) begin
#(56*CLK_PERIOD) @(posedge clk);
end
$display("CONV_09: Done !!!");
//------------------------------------------------------------------
// Layer 10: 1x1 conv, 256/ stide=1
//------------------------------------------------------------------
q_width = 112;
q_height = 112;
q_channel = 64;
Fx = 1;
Fy = 1;
Ni = 256;
q_step_x = 1;
q_step_y = 1;
#(100*CLK_PERIOD)
@(posedge clk)
q_start = 1'b1;
#(4*CLK_PERIOD)
@(posedge clk)
q_start = 1'b0;
while(!layer_done) begin
#(56*CLK_PERIOD) @(posedge clk);
end
$display("CONV_10: Done !!!");
//------------------------------------------------------------------
// Max-pooling layer, /2
//------------------------------------------------------------------
//------------------------------------------------------------------
// Layer 11: 1x1 conv, 128/ stide=1
//------------------------------------------------------------------
q_width = 56;
q_height = 56;
q_channel = 256;
Fx = 1;
Fy = 1;
Ni = 128;
q_step_x = 1;
q_step_y = 1;
#(100*CLK_PERIOD)
@(posedge clk)
q_start = 1'b1;
#(4*CLK_PERIOD)
@(posedge clk)
q_start = 1'b0;
while(!layer_done) begin
#(28*CLK_PERIOD) @(posedge clk);
end
$display("CONV_11: Done !!!");
//------------------------------------------------------------------
// Layer 12: 3x3 conv, 128/ stide=1
//------------------------------------------------------------------
q_width = 56;
q_height = 56;
q_channel = 128;
Fx = 3;
Fy = 3;
Ni = 128;
q_step_x = 1;
q_step_y = 1;
#(100*CLK_PERIOD)
@(posedge clk)
q_start = 1'b1;
#(4*CLK_PERIOD)
@(posedge clk)
q_start = 1'b0;
while(!layer_done) begin
#(28*CLK_PERIOD) @(posedge clk);
end
$display("CONV_12: Done !!!");
//------------------------------------------------------------------
// Layer 13: 1x1 conv, 512/ stide=1
//------------------------------------------------------------------
q_width = 56;
q_height = 56;
q_channel = 128;
Fx = 1;
Fy = 1;
Ni = 512;
q_step_x = 1;
q_step_y = 1;
#(100*CLK_PERIOD)
@(posedge clk)
q_start = 1'b1;
#(4*CLK_PERIOD)
@(posedge clk)
q_start = 1'b0;
while(!layer_done) begin
#(28*CLK_PERIOD) @(posedge clk);
end
$display("CONV_13: Done !!!");
//------------------------------------------------------------------
// Layer 14: 1x1 conv, 128/ stide=1
//------------------------------------------------------------------
q_width = 56;
q_height = 56;
q_channel = 512;
Fx = 1;
Fy = 1;
Ni = 128;
q_step_x = 1;
q_step_y = 1;
#(100*CLK_PERIOD)
@(posedge clk)
q_start = 1'b1;
#(4*CLK_PERIOD)
@(posedge clk)
q_start = 1'b0;
while(!layer_done) begin
#(28*CLK_PERIOD) @(posedge clk);
end
$display("CONV_11: Done !!!");
//------------------------------------------------------------------
// Layer 15: 3x3 conv, 128/ stide=1
//------------------------------------------------------------------
q_width = 56;
q_height = 56;
q_channel = 128;
Fx = 3;
Fy = 3;
Ni = 128;
q_step_x = 1;
q_step_y = 1;
#(100*CLK_PERIOD)
@(posedge clk)
q_start = 1'b1;
#(4*CLK_PERIOD)
@(posedge clk)
q_start = 1'b0;
while(!layer_done) begin
#(28*CLK_PERIOD) @(posedge clk);
end
$display("CONV_15: Done !!!");
//------------------------------------------------------------------
// Layer 16: 1x1 conv, 512/ stide=1
//------------------------------------------------------------------
q_width = 56;
q_height = 56;
q_channel = 128;
Fx = 1;
Fy = 1;
Ni = 512;
q_step_x = 1;
q_step_y = 1;
#(100*CLK_PERIOD)
@(posedge clk)
q_start = 1'b1;
#(4*CLK_PERIOD)
@(posedge clk)
q_start = 1'b0;
while(!layer_done) begin
#(28*CLK_PERIOD) @(posedge clk);
end
$display("CONV_16: Done !!!");
//------------------------------------------------------------------
// Layer 17: 1x1 conv, 128/ stide=1
//------------------------------------------------------------------
q_width = 56;
q_height = 56;
q_channel = 512;
Fx = 1;
Fy = 1;
Ni = 128;
q_step_x = 1;
q_step_y = 1;
#(100*CLK_PERIOD)
@(posedge clk)
q_start = 1'b1;
#(4*CLK_PERIOD)
@(posedge clk)
q_start = 1'b0;
while(!layer_done) begin
#(28*CLK_PERIOD) @(posedge clk);
end
$display("CONV_17: Done !!!");
//------------------------------------------------------------------
// Layer 18: 3x3 conv, 128/ stide=1
//------------------------------------------------------------------
q_width = 56;
q_height = 56;
q_channel = 128;
Fx = 3;
Fy = 3;
Ni = 128;
q_step_x = 1;
q_step_y = 1;
#(100*CLK_PERIOD)
@(posedge clk)
q_start = 1'b1;
#(4*CLK_PERIOD)
@(posedge clk)
q_start = 1'b0;
while(!layer_done) begin
#(28*CLK_PERIOD) @(posedge clk);
end
$display("CONV_18: Done !!!");
//------------------------------------------------------------------
// Layer 19: 1x1 conv, 512/ stide=1
//------------------------------------------------------------------
q_width = 56;
q_height = 56;
q_channel = 128;
Fx = 1;
Fy = 1;
Ni = 512;
q_step_x = 1;
q_step_y = 1;
#(100*CLK_PERIOD)
@(posedge clk)
q_start = 1'b1;
#(4*CLK_PERIOD)
@(posedge clk)
q_start = 1'b0;
while(!layer_done) begin
#(28*CLK_PERIOD) @(posedge clk);
end
$display("CONV_19: Done !!!");
//------------------------------------------------------------------
// Layer 20: 1x1 conv, 128/ stide=1
//------------------------------------------------------------------
q_width = 56;
q_height = 56;
q_channel = 512;
Fx = 1;
Fy = 1;
Ni = 128;
q_step_x = 1;
q_step_y = 1;
#(100*CLK_PERIOD)
@(posedge clk)
q_start = 1'b1;
#(4*CLK_PERIOD)
@(posedge clk)
q_start = 1'b0;
while(!layer_done) begin
#(28*CLK_PERIOD) @(posedge clk);
end
$display("CONV_20: Done !!!");
//------------------------------------------------------------------
// Layer 21: 3x3 conv, 128/ stide=1
//------------------------------------------------------------------
q_width = 56;
q_height = 56;
q_channel = 128;
Fx = 3;
Fy = 3;
Ni = 128;
q_step_x = 1;
q_step_y = 1;
#(100*CLK_PERIOD)
@(posedge clk)
q_start = 1'b1;
#(4*CLK_PERIOD)
@(posedge clk)
q_start = 1'b0;
while(!layer_done) begin
#(28*CLK_PERIOD) @(posedge clk);
end
$display("CONV_21: Done !!!");
//------------------------------------------------------------------
// Layer 22: 1x1 conv, 512/ stide=1
//------------------------------------------------------------------
q_width = 56;
q_height = 56;
q_channel = 128;
Fx = 1;
Fy = 1;
Ni = 512;
q_step_x = 1;
q_step_y = 1;
#(100*CLK_PERIOD)
@(posedge clk)
q_start = 1'b1;
#(4*CLK_PERIOD)
@(posedge clk)
q_start = 1'b0;
while(!layer_done) begin
#(28*CLK_PERIOD) @(posedge clk);
end
$display("CONV_22: Done !!!");
//-----------------------------------------------------------------
// Max-Pool layer, /2
//-----------------------------------------------------------------
//------------------------------------------------------------------
// Layer 23: 1x1 conv, 256/ stide=1
//------------------------------------------------------------------
q_width = 28;
q_height = 28;
q_channel = 512;
Fx = 1;
Fy = 1;
Ni = 256;
q_step_x = 1;
q_step_y = 1;
#(100*CLK_PERIOD)
@(posedge clk)
q_start = 1'b1;
#(4*CLK_PERIOD)
@(posedge clk)
q_start = 1'b0;
while(!layer_done) begin
#(14*CLK_PERIOD) @(posedge clk);
end
$display("CONV_23: Done !!!");
//------------------------------------------------------------------
// Layer 24: 3x3 conv, 128/ stide=1
//------------------------------------------------------------------
q_width = 28;
q_height = 28;
q_channel = 256;
Fx = 3;
Fy = 3;
Ni = 256;
q_step_x = 1;
q_step_y = 1;
#(100*CLK_PERIOD)
@(posedge clk)
q_start = 1'b1;
#(4*CLK_PERIOD)
@(posedge clk)
q_start = 1'b0;
while(!layer_done) begin
#(14*CLK_PERIOD) @(posedge clk);
end
$display("CONV_24: Done !!!");
//------------------------------------------------------------------
// Layer 25: 1x1 conv, 512/ stide=1
//------------------------------------------------------------------
q_width = 28;
q_height = 28;
q_channel = 256;
Fx = 1;
Fy = 1;
Ni = 1024;
q_step_x = 1;