`timescale 1ns/1ps module tb; parameter DATA_WIDTH = 16; parameter FRAC_BITS = 8; parameter N_INPUTS = 64; parameter PARALLEL = 8; parameter ACC_WIDTH = 40; reg clk; reg rst; reg start; reg signed [DATA_WIDTH*N_INPUTS-1:0] x_bus; reg signed [DATA_WIDTH*N_INPUTS-1:0] w_bus; reg signed [DATA_WIDTH-1:0] bias; wire signed [DATA_WIDTH-1:0] y; wire busy; wire done; integer i; integer errors; neuron_parallel #( .DATA_WIDTH(DATA_WIDTH), .FRAC_BITS(FRAC_BITS), .N_INPUTS(N_INPUTS), .PARALLEL(PARALLEL), .ACC_WIDTH(ACC_WIDTH) ) dut ( .clk(clk), .rst(rst), .start(start), .x_bus(x_bus), .w_bus(w_bus), .bias(bias), .y(y), .busy(busy), .done(done) ); // Clock: 10 ns initial begin clk = 0; forever #5 clk = ~clk; end // ------------------------------------------------------------ // Helper: convert real value to Q8.8 // ------------------------------------------------------------ function signed [15:0] q8_8; input real value; begin q8_8 = $rtoi(value * 256.0); end endfunction // ------------------------------------------------------------ // Start neuron and wait for completion // ------------------------------------------------------------ task run_neuron; begin @(posedge clk); start = 1; @(posedge clk); start = 0; wait(done == 1); @(posedge clk); end endtask // ------------------------------------------------------------ // TEST 1 // // Diverse vector: // // x0 = 1.5 w0 = 2.0 -> 3.0 // x1 = 2.0 w1 = -1.0 -> -2.0 // x2 = 0.5 w2 = 0.25 -> 0.125 // // bias = 0.609375 // // total = 1.734375 // Q8.8 = 444 // ------------------------------------------------------------ task test_1; begin $display(""); $display("TEST 1: DIVERSE VECTOR"); x_bus = 0; w_bus = 0; bias = q8_8(0.609375); x_bus[0*16 +: 16] = q8_8(1.5); w_bus[0*16 +: 16] = q8_8(2.0); x_bus[1*16 +: 16] = q8_8(2.0); w_bus[1*16 +: 16] = q8_8(-1.0); x_bus[2*16 +: 16] = q8_8(0.5); w_bus[2*16 +: 16] = q8_8(0.25); run_neuron; $display("RTL = %0d", y); $display("EXPECTED = 444"); if (y !== 16'sd444) begin $display("FAIL - TEST 1"); errors = errors + 1; end else begin $display("PASS - TEST 1"); end end endtask // ------------------------------------------------------------ // TEST 2 // // All products negative. // ReLU must force output to zero. // ------------------------------------------------------------ task test_2; begin $display(""); $display("TEST 2: RELU"); x_bus = 0; w_bus = 0; bias = 0; for (i = 0; i < N_INPUTS; i = i + 1) begin x_bus[i*16 +: 16] = q8_8(1.0); w_bus[i*16 +: 16] = q8_8(-1.0); end run_neuron; $display("RTL = %0d", y); $display("EXPECTED = 0"); if (y !== 16'sd0) begin $display("FAIL - TEST 2"); errors = errors + 1; end else begin $display("PASS - TEST 2"); end end endtask // ------------------------------------------------------------ // TEST 3 // // Large positive result. // Must saturate to +32767. // ------------------------------------------------------------ task test_3; begin $display(""); $display("TEST 3: POSITIVE SATURATION"); x_bus = 0; w_bus = 0; bias = 0; for (i = 0; i < N_INPUTS; i = i + 1) begin x_bus[i*16 +: 16] = q8_8(127.0); w_bus[i*16 +: 16] = q8_8(2.0); end run_neuron; $display("RTL = %0d", y); $display("EXPECTED = 32767"); if (y !== 16'sd32767) begin $display("FAIL - TEST 3"); errors = errors + 1; end else begin $display("PASS - TEST 3"); end end endtask // ------------------------------------------------------------ // TEST 4 // // Mixed positive/negative products. // // 32 x (+1) // 32 x (-1) // sum = 0 // bias = -1 // // ReLU -> 0 // ------------------------------------------------------------ task test_4; begin $display(""); $display("TEST 4: MIXED VALUES + NEGATIVE BIAS"); x_bus = 0; w_bus = 0; bias = q8_8(-1.0); for (i = 0; i < N_INPUTS; i = i + 1) begin if ((i % 2) == 0) begin x_bus[i*16 +: 16] = q8_8(2.0); w_bus[i*16 +: 16] = q8_8(0.5); end else begin x_bus[i*16 +: 16] = q8_8(-1.0); w_bus[i*16 +: 16] = q8_8(1.0); end end run_neuron; $display("RTL = %0d", y); $display("EXPECTED = 0"); if (y !== 16'sd0) begin $display("FAIL - TEST 4"); errors = errors + 1; end else begin $display("PASS - TEST 4"); end end endtask // ------------------------------------------------------------ // MAIN // ------------------------------------------------------------ initial begin $dumpfile("sim/neuron_parallel.vcd"); $dumpvars(0, tb); rst = 1; start = 0; x_bus = 0; w_bus = 0; bias = 0; errors = 0; repeat (2) @(posedge clk); rst = 0; $display(""); $display("=============================="); $display("NEURON_PARALLEL TESTBENCH"); $display("=============================="); test_1; test_2; test_3; test_4; $display(""); $display("=============================="); if (errors == 0) begin $display("ALL TESTS PASSED"); end else begin $display("FAILURES = %0d", errors); end $display("=============================="); $display(""); $finish; end endmodule