Begins the V2 Neural Multiprocessor / Dataflow architecture per docs/v2-description.md, per explicit user request to freeze V1 and start V2 development, copying from V1 what's needed. Scaffold: - hardware/v1/: byte-exact, read-only copy of the current V1 codebase (rtl, testbenches, tools, constraints, a representative subset of synthesis results, and reference docs) -- verified identical via diff/cmp against the live top-level tree before being made filesystem-read-only. The live top-level tree is untouched and remains the project's "production" V1 (see hardware/v1/README.md and hardware/v2/logs/decisions.log DEC-0001 for why copy-not-move). - hardware/v2/: mandatory structure (rtl/sim/constraints/synthesis/ reports/scripts/logs/docs) plus the full logging system required by the spec (development/architecture/simulation/synthesis/timing/ benchmark/decisions/experiments/errors.log). M1 -- Neural Processor (hardware/v2/rtl/neural_processor.v): - 8-stage pipelined perceptron unit (P_IN=8): input align, 8 multipliers, 3-level adder tree, accumulator, bias+activation, INT8 saturation. Genuine 1-tile/cycle throughput, not just a wider combinational datapath. - 7-state FSM (NP_IDLE..NP_ERROR per docs/v2-description.md §6, with 4 baseline states merged into NP_WAIT_OPERANDS -- see decisions.log DEC-0002); valid/ready/data/last stream interfaces per §7. - Bit-exact vs the frozen hardware/v1/rtl/neuron_parallel.v + mac8.v + mac_unit.v: 7/7 tests pass (hardware/v2/sim/tb_neural_processor.v), covering regular/mixed-sign/extreme-INT8 vectors, both activations, a zero-idle-gap back-to-back-tiles throughput check, and an 8-tile job -- verified with Verilator (see below for why). - Real synthesis + place&route (Yosys + nextpnr-ecp5): 0 CHECK problems, Fmax 183.12 MHz at ACC_WIDTH=32 (PASS at 80MHz, ~3x V1's isolated PARALLEL=8 Fmax of 61.71 MHz) and 176.21 MHz at ACC_WIDTH=24 (a user-requested comparison experiment, also bit-exact-verified; see experiments.log EXP-0001/EXP-0002 and benchmark.log). Three real bugs found and resolved during M1 development (full diagnostic record in errors.log): - Two independent, reproducible Icarus Verilog v13.0 scheduling defects (ERR-0001, ERR-0002) that silently produced wrong simulation results for standard sequential Verilog -- confirmed via Verilator 5.050 giving correct results on the same minimal repros. Verilator is now the trusted simulator for hardware/v2/ (decisions.log DEC-0004); Icarus's affected protocol-violation check was removed from the RTL and deferred architecturally to the Neural Director (DEC-0003) rather than chased further. - One real RTL bug (ERR-0003): last0 wasn't gated like valid0, letting a "last tile" tag leak into the pipeline ahead of its actual valid tile on back-to-back jobs. Fixed and verified. Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_013xXuuRUWZScuo1DeYJxs3v
105 lines
3.9 KiB
Verilog
105 lines
3.9 KiB
Verilog
`timescale 1ns/1ps
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// ================================================================
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// MAC_UNIT TESTBENCH (certification campaign, aspect C.1)
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//
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// rtl/mac_unit.v had NO dedicated unit-level testbench before this
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// (docs/validation/00-inventario.md §0.4/§0.5): only indirect coverage
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// through neuron_parallel_tb.v and friends, where acc_in is always
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// hardwired to 0 by mac8.v and a bug isolated to this module would only
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// surface if it happened to propagate visibly through the full layer.
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//
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// Oracle: tools/validation/mac_oracle.py, an independent Python
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// reimplementation (two's complement from first principles, not a
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// transcription of this RTL) -- see that file's own header. Vectors are
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// pre-generated (tools/validation/mac_unit_vectors_*.hex) rather than
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// computed at Verilog runtime, so the comparison at each step is purely
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// mechanical (no chance of Verilog-side arithmetic accidentally
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// re-deriving the same bug the oracle exists to catch).
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//
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// Coverage: EXHAUSTIVE on (x,w) at DATA_WIDTH=8 -- all 256*256=65536
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// combinations, acc_in=0 (matches mac8.v's real usage). Plus a second,
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// separate file exercising the module's own full port contract
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// (acc_out = acc_in + product for ANY acc_in, not just the acc_in=0 case
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// this design happens to use today) across boundary/random acc_in values
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// including the four true product-magnitude corners
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// (-128*-128, 127*127, -128*127, 127*-128).
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// ================================================================
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module tb;
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localparam DATA_WIDTH = 8;
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localparam ACC_WIDTH = 32;
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reg signed [DATA_WIDTH-1:0] x;
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reg signed [DATA_WIDTH-1:0] w;
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reg signed [ACC_WIDTH-1:0] acc_in;
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wire signed [ACC_WIDTH-1:0] acc_out;
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mac_unit #(.DATA_WIDTH(DATA_WIDTH), .ACC_WIDTH(ACC_WIDTH)) dut (
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.x(x), .w(w), .acc_in(acc_in), .acc_out(acc_out)
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);
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// 80-bit packed vector: x[79:72] w[71:64] acc_in[63:32] expected[31:0]
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reg [79:0] exhaustive_vec [0:65535];
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reg [79:0] boundary_vec [0:485];
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integer i;
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integer errors;
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integer checked;
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reg [7:0] vx;
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reg [7:0] vw;
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reg [31:0] vacc_in;
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reg [31:0] vexpected;
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task automatic check_one(input [79:0] packed_vec);
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begin
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vx = packed_vec[79:72];
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vw = packed_vec[71:64];
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vacc_in = packed_vec[63:32];
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vexpected = packed_vec[31:0];
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x = vx;
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w = vw;
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acc_in = vacc_in;
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#1;
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checked = checked + 1;
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if (acc_out !== $signed(vexpected)) begin
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errors = errors + 1;
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if (errors <= 20) begin
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$display("MISMATCH: x=%0d w=%0d acc_in=%0d -> got=%0d expected=%0d",
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$signed(vx), $signed(vw), $signed(vacc_in), acc_out, $signed(vexpected));
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end
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end
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end
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endtask
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initial begin
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errors = 0;
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checked = 0;
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$readmemh("tools/validation/mac_unit_vectors_exhaustive.hex", exhaustive_vec);
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$readmemh("tools/validation/mac_unit_vectors_boundary_accin.hex", boundary_vec);
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$display("--- TEST 1: exhaustive (x,w), acc_in=0 -- 65536 combinations ---");
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for (i = 0; i < 65536; i = i + 1) begin
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check_one(exhaustive_vec[i]);
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end
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$display(" checked %0d, errors so far %0d", checked, errors);
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$display("--- TEST 2: full port contract, boundary/random acc_in -- 486 vectors ---");
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for (i = 0; i < 486; i = i + 1) begin
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check_one(boundary_vec[i]);
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end
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$display(" checked %0d total, errors %0d", checked, errors);
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if (errors == 0) begin
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$display("ALL TESTS PASSED (%0d vectors, 0 mismatches against independent Python oracle)", checked);
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end else begin
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$display("FAILED: %0d/%0d vectors mismatched", errors, checked);
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end
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$finish;
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end
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endmodule
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