`timescale 1ns/1ps module tb; parameter DATA_WIDTH = 8; parameter N_INPUTS = 32; parameter PARALLEL = 8; parameter ACC_WIDTH = 32; 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), .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 // ------------------------------------------------------------ // 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 = 3 w0 = 2 -> 6 // x1 = 4 w1 = -1 -> -4 // x2 = 2 w2 = 1 -> 2 // // bias = 1 // // total = 6 - 4 + 2 + 1 = 5 // ------------------------------------------------------------ task test_1; begin $display(""); $display("TEST 1: DIVERSE VECTOR"); x_bus = 0; w_bus = 0; bias = 8'sd1; x_bus[0*DATA_WIDTH +: DATA_WIDTH] = 8'sd3; w_bus[0*DATA_WIDTH +: DATA_WIDTH] = 8'sd2; x_bus[1*DATA_WIDTH +: DATA_WIDTH] = 8'sd4; w_bus[1*DATA_WIDTH +: DATA_WIDTH] = -8'sd1; x_bus[2*DATA_WIDTH +: DATA_WIDTH] = 8'sd2; w_bus[2*DATA_WIDTH +: DATA_WIDTH] = 8'sd1; run_neuron; $display("RTL = %0d", y); $display("EXPECTED = 5"); if (y !== 8'sd5) 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*DATA_WIDTH +: DATA_WIDTH] = 8'sd1; w_bus[i*DATA_WIDTH +: DATA_WIDTH] = -8'sd1; end run_neuron; $display("RTL = %0d", y); $display("EXPECTED = 0"); if (y !== 8'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 +127 (INT8). // ------------------------------------------------------------ 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*DATA_WIDTH +: DATA_WIDTH] = 8'sd100; w_bus[i*DATA_WIDTH +: DATA_WIDTH] = 8'sd2; end run_neuron; $display("RTL = %0d", y); $display("EXPECTED = 127"); if (y !== 8'sd127) begin $display("FAIL - TEST 3"); errors = errors + 1; end else begin $display("PASS - TEST 3"); end end endtask // ------------------------------------------------------------ // TEST 4 // // Mixed positive/negative products. // // 16 x (2 * 1) = 32 // 16 x (-1 * 1) = -16 // sum = 16 // bias = -16 // // total = 0 -> ReLU boundary -> 0 // ------------------------------------------------------------ task test_4; begin $display(""); $display("TEST 4: MIXED VALUES + NEGATIVE BIAS"); x_bus = 0; w_bus = 0; bias = -8'sd16; for (i = 0; i < N_INPUTS; i = i + 1) begin if ((i % 2) == 0) begin x_bus[i*DATA_WIDTH +: DATA_WIDTH] = 8'sd2; w_bus[i*DATA_WIDTH +: DATA_WIDTH] = 8'sd1; end else begin x_bus[i*DATA_WIDTH +: DATA_WIDTH] = -8'sd1; w_bus[i*DATA_WIDTH +: DATA_WIDTH] = 8'sd1; end end run_neuron; $display("RTL = %0d", y); $display("EXPECTED = 0"); if (y !== 8'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 (INT8)"); $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