`timescale 1ns/1ps // ================================================================ // MAC8 TESTBENCH -- balanced binary adder tree (certification // campaign, aspect C.1) // // rtl/mac8.v had NO dedicated unit-level testbench before this // (docs/validation/00-inventario.md §0.4/§0.5): only indirect coverage // through neuron_parallel_tb.v, always at whatever single PARALLEL that // testbench happens to use. A tree-wiring bug (swapped/duplicated/ // dropped lane) at a DIFFERENT PARALLEL than what neuron_parallel_tb.v // exercises would go completely undetected. // // Checked at PARALLEL=2, 8 (the module's own default/namesake), and 32 // -- the extremes actually used across this project's own benchmarks // (docs/FPGA-Neural-Datapatch-Benchmark.md), not just the one value a // single higher-level test happens to pick. // // Oracle: tools/validation/mac_oracle.py's mac8_full() -- an // independent Python model (two's complement tree-sum from first // principles). Vectors pre-generated per PARALLEL // (tools/validation/mac8_tree_p{2,8,32}.hex), three families each: // 1. Structural (x=[1..PARALLEL], w=1, ascending AND reversed lane // order): the expected sum PARALLEL*(PARALLEL+1)/2 only comes out // right if every lane is summed EXACTLY once -- catches a // swapped/duplicated/dropped tree input that random testing could // miss by chance (a duplicate+drop pair can cancel out on some // random inputs but never on this exact structural pattern). // 2. 300 realistic random INT8 (x,w) pairs per PARALLEL with a // boundary-swept acc_in -- matches the REAL wiring in // neuron_parallel.v (acc_in = running accumulator across // previous MAC groups, NOT hardwired to 0). // 3. Adversarial worst-case product magnitude // (x=w=-128 -> +16384/lane, or x=-128,w=127 -> -16256/lane) at // every lane simultaneously, with boundary acc_in near the // ACC_WIDTH=32 edge -- confirms the tree's wraparound behavior is // well-defined two's complement, not X/undefined, even though // this magnitude is far beyond what any realistic N_INPUTS<=256 // layer would ever accumulate to (documented, not asserted as a // real operating condition). // ================================================================ module tb; localparam DATA_WIDTH = 8; localparam ACC_WIDTH = 32; integer total_errors; integer total_checked; // ------------------------------------------------------------ // PARALLEL = 2 // ------------------------------------------------------------ localparam P2 = 2; localparam W2 = 16*P2 + 64; reg [W2-1:0] vec2 [0:312]; reg signed [DATA_WIDTH*P2-1:0] x_bus2, w_bus2; reg signed [ACC_WIDTH-1:0] acc_in2; wire signed [ACC_WIDTH-1:0] acc_out2; reg signed [ACC_WIDTH-1:0] expected2; integer li2; mac8 #(.DATA_WIDTH(DATA_WIDTH), .ACC_WIDTH(ACC_WIDTH), .PARALLEL(P2)) dut2 ( .x_bus(x_bus2), .w_bus(w_bus2), .acc_in(acc_in2), .acc_out(acc_out2) ); // ------------------------------------------------------------ // PARALLEL = 8 (mac8's own namesake default) // ------------------------------------------------------------ localparam P8 = 8; localparam W8 = 16*P8 + 64; reg [W8-1:0] vec8 [0:312]; reg signed [DATA_WIDTH*P8-1:0] x_bus8, w_bus8; reg signed [ACC_WIDTH-1:0] acc_in8; wire signed [ACC_WIDTH-1:0] acc_out8; reg signed [ACC_WIDTH-1:0] expected8; integer li8; mac8 #(.DATA_WIDTH(DATA_WIDTH), .ACC_WIDTH(ACC_WIDTH), .PARALLEL(P8)) dut8 ( .x_bus(x_bus8), .w_bus(w_bus8), .acc_in(acc_in8), .acc_out(acc_out8) ); // ------------------------------------------------------------ // PARALLEL = 32 // ------------------------------------------------------------ localparam P32 = 32; localparam W32 = 16*P32 + 64; reg [W32-1:0] vec32 [0:312]; reg signed [DATA_WIDTH*P32-1:0] x_bus32, w_bus32; reg signed [ACC_WIDTH-1:0] acc_in32; wire signed [ACC_WIDTH-1:0] acc_out32; reg signed [ACC_WIDTH-1:0] expected32; integer li32; mac8 #(.DATA_WIDTH(DATA_WIDTH), .ACC_WIDTH(ACC_WIDTH), .PARALLEL(P32)) dut32 ( .x_bus(x_bus32), .w_bus(w_bus32), .acc_in(acc_in32), .acc_out(acc_out32) ); initial begin total_errors = 0; total_checked = 0; // ---- PARALLEL = 2 ---- $readmemh("tools/validation/mac8_tree_p2.hex", vec2); $display("--- PARALLEL=2: 313 vectors ---"); for (li2 = 0; li2 < 313; li2 = li2 + 1) begin for (integer lane = 0; lane < P2; lane = lane + 1) begin x_bus2[lane*8 +: 8] = vec2[li2][W2-1-16*lane -: 8]; w_bus2[lane*8 +: 8] = vec2[li2][W2-1-16*lane-8 -: 8]; end acc_in2 = vec2[li2][63:32]; expected2 = vec2[li2][31:0]; #1; total_checked = total_checked + 1; if (acc_out2 !== expected2) begin total_errors = total_errors + 1; $display("MISMATCH P2 idx=%0d: got=%0d expected=%0d", li2, acc_out2, expected2); end end // ---- PARALLEL = 8 ---- $readmemh("tools/validation/mac8_tree_p8.hex", vec8); $display("--- PARALLEL=8: 313 vectors ---"); for (li8 = 0; li8 < 313; li8 = li8 + 1) begin for (integer lane = 0; lane < P8; lane = lane + 1) begin x_bus8[lane*8 +: 8] = vec8[li8][W8-1-16*lane -: 8]; w_bus8[lane*8 +: 8] = vec8[li8][W8-1-16*lane-8 -: 8]; end acc_in8 = vec8[li8][63:32]; expected8 = vec8[li8][31:0]; #1; total_checked = total_checked + 1; if (acc_out8 !== expected8) begin total_errors = total_errors + 1; $display("MISMATCH P8 idx=%0d: got=%0d expected=%0d", li8, acc_out8, expected8); end end // ---- PARALLEL = 32 ---- $readmemh("tools/validation/mac8_tree_p32.hex", vec32); $display("--- PARALLEL=32: 313 vectors ---"); for (li32 = 0; li32 < 313; li32 = li32 + 1) begin for (integer lane = 0; lane < P32; lane = lane + 1) begin x_bus32[lane*8 +: 8] = vec32[li32][W32-1-16*lane -: 8]; w_bus32[lane*8 +: 8] = vec32[li32][W32-1-16*lane-8 -: 8]; end acc_in32 = vec32[li32][63:32]; expected32 = vec32[li32][31:0]; #1; total_checked = total_checked + 1; if (acc_out32 !== expected32) begin total_errors = total_errors + 1; $display("MISMATCH P32 idx=%0d: got=%0d expected=%0d", li32, acc_out32, expected32); end end $display("--- TOTAL: checked=%0d errors=%0d ---", total_checked, total_errors); if (total_errors == 0) $display("ALL TESTS PASSED (%0d vectors across PARALLEL=2/8/32, 0 mismatches against independent Python oracle)", total_checked); else $display("FAILED: %0d/%0d vectors mismatched", total_errors, total_checked); $finish; end endmodule