Files
FPGA-Neural/sim/graph_engine_tb.v
T
micheleandClaude Sonnet 5 55c827bedf feat: PSRAM page-mode reads + graph engine (Type #2) + real pinout/IRQ pins
PSRAM page-mode read burst support in psram_controller.v: enables the
ISSI IS66WVE4M16EBLL-70BLI's page mode via its configuration-register
software-access sequence at boot (disabled by default on the real
chip), then keeps CE#/OE# asserted after a read so a same-page
continuation only pays tAPA (20ns) instead of a full tAA (70ns)
random access, with automatic tCEM-safe session closing. Only a WRITE
closes the page -- byte-enable changes do not, since
int8_memory_access.v alternates them on nearly every access and an
early implementation attempt that treated them as a close condition
measured a real regression (53.25->61.25 cycles/edge) before being
corrected (53.25->37.53 cycles/edge, +42% gather bandwidth).
sim/psram_model.v gained independent tAPA/tAA and tCEM enforcement
(with a real Verilog same-timestep event-ordering race found and
fixed via a #0 sync) so the regression proves real timing compliance,
not just data correctness. New sim/psram_page_mode_tb.v; full 26-file
regression suite re-run clean. Real nextpnr-ecp5 Fmax re-measured on
the full spi_neuron_top system: 75.73MHz (P2, up from 55.59MHz) and
65.13MHz (P8) -- still under the 80MHz target but not regressed, with
the critical path confirmed (not assumed) to remain entirely inside
neuron_parallel's accumulate chain, never psram_controller.

Also includes this session's other already-validated work: the graph
engine (Type #2 sparse-graph network: act_buffer, graph_engine,
netasm host assembler), real CABGA381 pinout (.lpf, place&route
verified) and physical IRQ_N/DATA_READY_N pins, and Phase 7 timing
closure logs -- all previously uncommitted, documented in WORKLOG.md.

Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01LH3jPeJ3eFMfF2v8SQhpkk
2026-09-03 17:12:05 +02:00

391 lines
14 KiB
Verilog

`timescale 1ns/1ps
// ================================================================
// GRAPH_ENGINE TESTBENCH (Phase G3)
//
// End-to-end test of graph_engine through the REAL memory stack
// (int8_memory_access + memory_interface + psram_controller +
// psram_model), same harness style as sim/graph_format_tb.v.
//
// Graph under test (§3 worked example, hand-computed):
// 4 inputs: x0=10, x1=1, x2=4, x3=0 (unused by any edge).
// n4 (out_id=4, ACT_RELU, bias=2): 2 real edges (src=0,w=5),
// (src=1,w=-3), PARALLEL=4 so n_conn_padded=4 -> 2 host-inserted
// zero-weight padding edges (src=0,w=0) x2. Exercises §2.6
// padding end to end, not just as a format detail.
// sum = 10*5 + 1*(-3) + 0 + 0 = 47; +bias(2) = 49; relu -> 49.
// n5 (out_id=5, ACT_NONE, bias=0), the sole OUTPUT (n_out=1): 2
// real edges (src=4,w=2) [n4's own output, src_id<out_id holds:
// 4<5], (src=2,w=7), same PARALLEL=4 padding (2x (src=0,w=0)).
// sum = 49*2 + 4*7 + 0 + 0 = 126; +bias(0) = 126; none,
// no saturation (126 <= 127) -> 126.
//
// Verifies (via hierarchical peeks at the DUT's private act_buffer
// and at the psram_model backing store, consistent with this
// repo's existing testbench style, e.g. psram_ctrl.state elsewhere):
// - act_buf[0..3] hold the copied-in inputs.
// - act_buf[4] == 49, act_buf[5] == 126 (gather + neuron_parallel
// + padding all correct).
// - the single output byte at out_base == 126 (folded WRITE_OUTPUTS
// copy for the sink neuron).
// - busy/done handshake behaves like the rest of the project's
// orchestration modules.
// ================================================================
module tb;
localparam ADDR_WIDTH = 23;
localparam DATA_WIDTH = 8;
localparam MEM_DATA_WIDTH = 16;
localparam ACC_WIDTH = 32;
localparam PARALLEL = 4;
localparam MAX_CONN = 8;
localparam N_TOTAL = 4096;
localparam CLK_PERIOD = 12.5; // 80 MHz
localparam ACT_NONE = 2'd0;
localparam ACT_RELU = 2'd1;
reg clk;
reg rst;
initial begin
clk = 1'b0;
forever #(CLK_PERIOD / 2.0) clk = ~clk;
end
// ============================================================
// graph_engine
// ============================================================
reg run_start;
wire busy;
wire done;
wire err;
reg [ADDR_WIDTH-1:0] x_base;
reg [ADDR_WIDTH-1:0] table_base;
reg [ADDR_WIDTH-1:0] out_base;
reg [15:0] n_inputs_graph;
reg [15:0] num_neurons_graph;
reg [15:0] n_out;
wire ge_ram_req;
wire ge_ram_wr;
wire [ADDR_WIDTH-1:0] ge_ram_addr;
wire signed [7:0] ge_ram_wdata;
wire signed [7:0] ge_ram_rdata;
wire ge_ram_ready;
graph_engine #(
.ADDR_WIDTH(ADDR_WIDTH),
.DATA_WIDTH(DATA_WIDTH),
.ACC_WIDTH(ACC_WIDTH),
.PARALLEL(PARALLEL),
.MAX_CONN(MAX_CONN),
.N_TOTAL(N_TOTAL)
) dut (
.clk(clk), .rst(rst),
.run_start(run_start), .busy(busy), .done(done), .err(err),
.x_base(x_base), .table_base(table_base), .out_base(out_base),
.n_inputs_graph(n_inputs_graph),
.num_neurons_graph(num_neurons_graph),
.n_out(n_out),
.ram_req(ge_ram_req), .ram_wr(ge_ram_wr),
.ram_addr(ge_ram_addr), .ram_wdata(ge_ram_wdata),
.ram_rdata(ge_ram_rdata), .ram_ready(ge_ram_ready)
);
// ============================================================
// Real memory stack, shared between two masters: the testbench
// itself (for loading the graph before run_start) and
// graph_engine (during the run). Mutually exclusive in time
// (the tb only drives loader_* before run_start / after done),
// so a simple wire-OR style mux keyed on `loading` is enough --
// no arbiter needed for a unit-level testbench.
// ============================================================
reg loading;
reg ld_req;
reg ld_wr;
reg [ADDR_WIDTH-1:0] ld_addr;
reg signed [7:0] ld_wdata;
wire mem_req = loading ? ld_req : ge_ram_req;
wire mem_wr = loading ? ld_wr : ge_ram_wr;
wire [ADDR_WIDTH-1:0] mem_addr = loading ? ld_addr : ge_ram_addr;
wire signed [7:0] mem_wdata = loading ? ld_wdata : ge_ram_wdata;
wire signed [7:0] mem_rdata;
wire mem_ready;
assign ge_ram_rdata = mem_rdata;
assign ge_ram_ready = mem_ready;
wire i8_mem_req, i8_mem_wr, i8_mem_lb_n, i8_mem_ub_n;
wire [ADDR_WIDTH-1:0] i8_mem_addr;
wire [MEM_DATA_WIDTH-1:0] i8_mem_wdata, i8_mem_rdata;
wire i8_mem_ready;
int8_memory_access #(
.ADDR_WIDTH(ADDR_WIDTH)
) u_int8_access (
.clk(clk), .rst(rst),
.req(mem_req), .wr(mem_wr), .addr(mem_addr), .wdata(mem_wdata),
.rdata(mem_rdata), .ready(mem_ready),
.mem_req(i8_mem_req), .mem_wr(i8_mem_wr), .mem_addr(i8_mem_addr),
.mem_wdata(i8_mem_wdata), .mem_lb_n(i8_mem_lb_n), .mem_ub_n(i8_mem_ub_n),
.mem_rdata(i8_mem_rdata), .mem_ready(i8_mem_ready)
);
wire psram_mem_req, psram_mem_wr, psram_mem_lb_n, psram_mem_ub_n;
wire [ADDR_WIDTH-1:0] psram_mem_addr;
wire [MEM_DATA_WIDTH-1:0] psram_mem_wdata, psram_mem_rdata;
wire psram_mem_ready;
memory_interface #(
.ADDR_WIDTH(ADDR_WIDTH), .DATA_WIDTH(MEM_DATA_WIDTH)
) u_memory_if (
.clk(clk), .rst(rst),
.req(i8_mem_req), .wr(i8_mem_wr), .addr(i8_mem_addr), .wdata(i8_mem_wdata),
.lb_n(i8_mem_lb_n), .ub_n(i8_mem_ub_n),
.rdata(i8_mem_rdata), .ready(i8_mem_ready),
.mem_req(psram_mem_req), .mem_wr(psram_mem_wr), .mem_addr(psram_mem_addr),
.mem_wdata(psram_mem_wdata), .mem_lb_n(psram_mem_lb_n), .mem_ub_n(psram_mem_ub_n),
.mem_rdata(psram_mem_rdata), .mem_ready(psram_mem_ready)
);
wire [ADDR_WIDTH-1:0] psram_a;
wire [MEM_DATA_WIDTH-1:0] psram_dq;
wire psram_ce_n, psram_oe_n, psram_we_n, psram_lb_n, psram_ub_n, psram_zz_n;
psram_controller #(
.ADDR_WIDTH(ADDR_WIDTH), .DATA_WIDTH(MEM_DATA_WIDTH), .CLK_FREQ_MHZ(80)
) psram_ctrl (
.clk(clk), .rst(rst),
.mem_req(psram_mem_req), .mem_wr(psram_mem_wr), .mem_addr(psram_mem_addr),
.mem_wdata(psram_mem_wdata), .mem_lb_n(psram_mem_lb_n), .mem_ub_n(psram_mem_ub_n),
.mem_rdata(psram_mem_rdata), .mem_ready(psram_mem_ready),
.psram_a(psram_a), .psram_dq(psram_dq),
.psram_ce_n(psram_ce_n), .psram_oe_n(psram_oe_n), .psram_we_n(psram_we_n),
.psram_lb_n(psram_lb_n), .psram_ub_n(psram_ub_n), .psram_zz_n(psram_zz_n)
);
psram_model #(
.ADDR_WIDTH(ADDR_WIDTH), .DATA_WIDTH(MEM_DATA_WIDTH), .DEPTH(16384)
) psram (
.clk(clk), .a(psram_a), .dq(psram_dq),
.ce_n(psram_ce_n), .oe_n(psram_oe_n), .we_n(psram_we_n),
.lb_n(psram_lb_n), .ub_n(psram_ub_n), .zz_n(psram_zz_n)
);
// ============================================================
// Loader tasks (testbench-side master, active only while
// `loading` is asserted and graph_engine is idle)
// ============================================================
task ld_write(input [ADDR_WIDTH-1:0] a, input [7:0] d);
begin
@(posedge clk);
ld_addr <= a; ld_wdata <= $signed(d); ld_wr <= 1'b1; ld_req <= 1'b1;
@(posedge clk);
ld_req <= 1'b0;
wait (mem_ready);
@(posedge clk);
end
endtask
task write_graph_desc(
input [ADDR_WIDTH-1:0] base, input [23:0] conn_ptr, input [15:0] n_conn,
input [15:0] out_id, input [7:0] activation, input [7:0] bias
);
begin
ld_write(base+0, conn_ptr[23:16]);
ld_write(base+1, conn_ptr[15:8]);
ld_write(base+2, conn_ptr[7:0]);
ld_write(base+3, n_conn[15:8]);
ld_write(base+4, n_conn[7:0]);
ld_write(base+5, out_id[15:8]);
ld_write(base+6, out_id[7:0]);
ld_write(base+7, activation);
ld_write(base+8, bias);
ld_write(base+9, 8'h00);
ld_write(base+10, 8'h00);
end
endtask
task write_edge(input [ADDR_WIDTH-1:0] base, input [15:0] src_id, input [7:0] weight);
begin
ld_write(base+0, src_id[15:8]);
ld_write(base+1, src_id[7:0]);
ld_write(base+2, weight);
ld_write(base+3, 8'h00);
end
endtask
localparam X_BASE = 23'h001000;
localparam TABLE_BASE = 23'h002000;
localparam N4_EDGES = 23'h003000;
localparam N5_EDGES = 23'h003100;
localparam OUT_BASE = 23'h004000;
integer errors;
task check_word(input [ADDR_WIDTH-1:0] w_addr, input signed [15:0] expected, input [255:0] name);
reg signed [15:0] got;
begin
got = psram.mem[w_addr >> 1];
if (got !== expected) begin
$display("FAIL %0s: word_addr=0x%06x expected=%0d got=%0d", name, w_addr>>1, expected, got);
errors = errors + 1;
end else begin
$display("PASS %0s: value=%0d", name, got);
end
end
endtask
task check_act(input [11:0] id, input signed [7:0] expected, input [255:0] name);
reg signed [7:0] got;
begin
got = dut.u_act_buffer.mem[id];
if (got !== expected) begin
$display("FAIL %0s: act_buf[%0d] expected=%0d got=%0d", name, id, expected, got);
errors = errors + 1;
end else begin
$display("PASS %0s: act_buf[%0d]=%0d", name, id, got);
end
end
endtask
task check_out_byte(input [ADDR_WIDTH-1:0] byte_addr, input signed [7:0] expected, input [255:0] name);
reg [15:0] w;
reg signed [7:0] got;
begin
w = psram.mem[byte_addr >> 1];
got = byte_addr[0] ? w[15:8] : w[7:0];
if (got !== expected) begin
$display("FAIL %0s: byte_addr=0x%06x expected=%0d got=%0d", name, byte_addr, expected, got);
errors = errors + 1;
end else begin
$display("PASS %0s: value=%0d", name, got);
end
end
endtask
integer timeout;
initial begin
errors = 0;
loading = 1'b1;
ld_req = 1'b0; ld_wr = 1'b0; ld_addr = 0; ld_wdata = 0;
run_start = 1'b0;
x_base = X_BASE; table_base = TABLE_BASE; out_base = OUT_BASE;
n_inputs_graph = 16'd4;
num_neurons_graph = 16'd2;
n_out = 16'd1;
rst = 1'b1;
repeat (5) @(posedge clk);
rst = 1'b0;
wait (psram_ctrl.state == psram_ctrl.STATE_IDLE);
$display("");
$display("========================================");
$display("GRAPH_ENGINE CORE TEST (Phase G3)");
$display("========================================");
$display("");
// ---- load inputs ----
ld_write(X_BASE+0, 8'sd10); // x0
ld_write(X_BASE+1, 8'sd1); // x1
ld_write(X_BASE+2, 8'sd4); // x2
ld_write(X_BASE+3, 8'sd0); // x3 (unused)
// ---- descriptor table (out_id ascending: n4 then n5) ----
write_graph_desc(TABLE_BASE+0*11, N4_EDGES, 16'd2, 16'd4, {6'b0, ACT_RELU}, 8'sd2);
write_graph_desc(TABLE_BASE+1*11, N5_EDGES, 16'd2, 16'd5, {6'b0, ACT_NONE}, 8'sd0);
// ---- n4 edges: 2 real + 2 host-inserted zero-weight padding ----
write_edge(N4_EDGES+0*4, 16'd0, 8'sd5);
write_edge(N4_EDGES+1*4, 16'd1, -8'sd3);
write_edge(N4_EDGES+2*4, 16'd0, 8'sd0); // padding
write_edge(N4_EDGES+3*4, 16'd0, 8'sd0); // padding
// ---- n5 edges: 2 real (incl. src=n4's own out_id=4) + 2 padding ----
write_edge(N5_EDGES+0*4, 16'd4, 8'sd2);
write_edge(N5_EDGES+1*4, 16'd2, 8'sd7);
write_edge(N5_EDGES+2*4, 16'd0, 8'sd0); // padding
write_edge(N5_EDGES+3*4, 16'd0, 8'sd0); // padding
loading = 1'b0;
@(posedge clk);
$display("-- load done, starting graph run --");
$display("");
// ---- run ----
run_start <= 1'b1;
@(posedge clk);
run_start <= 1'b0;
timeout = 0;
while (!done && timeout < 5000) begin
@(posedge clk);
timeout = timeout + 1;
end
if (timeout >= 5000) begin
$display("FAIL: TIMEOUT waiting for done (busy=%0b err=%0b)", busy, err);
errors = errors + 1;
end else begin
$display("PASS: done asserted after %0d cycles (err=%0b)", timeout, err);
end
if (err !== 1'b0) begin
$display("FAIL: err unexpectedly asserted on a valid graph");
errors = errors + 1;
end
@(posedge clk);
if (busy !== 1'b0) begin
$display("FAIL: busy did not drop after done");
errors = errors + 1;
end
$display("");
$display("-- checking activation buffer --");
check_act(0, 8'sd10, "act_buf input id0");
check_act(1, 8'sd1, "act_buf input id1");
check_act(2, 8'sd4, "act_buf input id2");
check_act(3, 8'sd0, "act_buf input id3");
check_act(4, 8'sd49, "act_buf n4 output (id4)");
check_act(5, 8'sd126,"act_buf n5 output (id5)");
$display("");
$display("-- checking output copy to out_base --");
// resume tb mastership to peek via a fresh read, but the
// psram_model backing store can be inspected directly
// regardless of which master last touched the bus.
check_out_byte(OUT_BASE+0, 8'sd126, "out_base[0] (n5, the sole output)");
$display("");
if (errors == 0) begin
$display("========================================");
$display("GRAPH_ENGINE CORE TEST PASSED (0 errors)");
$display("========================================");
end else begin
$display("========================================");
$display("GRAPH_ENGINE CORE TEST FAILED (%0d errors)", errors);
$display("========================================");
$fatal;
end
$finish;
end
endmodule