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cnn_kernel.v
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86 lines (75 loc) · 2.25 KB
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`include "timescale.vh"
module cnn_kernel (
clk ,
reset_n ,
i_soft_reset ,
i_cnn_weight ,
i_in_valid ,
i_in_fmap ,
o_ot_valid ,
o_ot_kernel_acc
);
`include "defines_cnn_core.vh"
localparam LATENCY = 2;
input clk;
input reset_n;
input i_soft_reset;
input [KX*KY*W_BW-1 : 0] i_cnn_weight;
input i_in_valid;
input [KX*KY*I_F_BW-1 : 0] i_in_fmap;
output o_ot_valid;
output [AK_BW-1 : 0] o_ot_kernel_acc ;
// Data Enable Signals
wire [LATENCY-1 : 0] ce;
reg [LATENCY-1 : 0] r_valid;
always @(posedge clk or negedge reset_n) begin
if(!reset_n) begin
r_valid <= {LATENCY{1'b0}};
end else if(i_soft_reset) begin
r_valid <= {LATENCY{1'b0}};
end else begin
r_valid[LATENCY-2] <= i_in_valid;
r_valid[LATENCY-1] <= r_valid[LATENCY-2];
end
end
assign ce = r_valid;
// mul = fmap * weight
wire [KY*KX*M_BW-1 : 0] mul;
reg [KY*KX*M_BW-1 : 0] r_mul;
genvar i;
generate
for(i=0;i<KY*KX;i=i+1) begin : element_wise_mul
mul[i*M_BW +: M_BW] = i_in_fmap[i*I_F_BW +: I_F_BW] * i_cnn_weight[i*W_BW +: W_BW];
always@(posedge clk or negedge reset_n) begin
if(!reset_n) begin
r_mul[i*M_BW +: M_BW] <= {M_BW{1'b0}};
end else if(i_soft_reset) begin
r_mul[i*M_BW +: M_BW] <= {M_BW{1'b0}};
end else begin
r_mul[i*M_BW +: M_BW] <= mul[i*M_BW +: M_BW];
end
end
end
endgenerate
reg [AK_BW-1 : 0] acc_kernel ;
reg [AK_BW-1 : 0] r_acc_kernel ;
integer j;
generate
always @(*) begin
for(j=0; j < KY*KX; j = j + 1) begin
acc_kernel += r_mul[j*M_BW +: M_BW];
end
end
always @(posedge clk or negedge reset_n) begin
if(!reset_n) begin
r_acc_kernel <= {AK_BW{1'b0}};
end else if(i_soft_reset) begin
r_acc_kernel <= {AK_BW{1'b0}};
end else if(ce[LATENCY-2]) begin
r_acc_kernel <= acc_kernel;
end
end
endgenerate
assign o_ot_valid = r_valid[LATENCY-1];
assign o_ot_kernel_acc = r_acc_kernel;
endmodule