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/******************************************************************************
* Copyright (C) 2024, Advanced Micro Devices, Inc.
* All rights reserved.
*
* Redistribution and use in source and binary forms, with or without
* modification, are permitted provided that the following conditions are met:
*
* 1. Redistributions of source code must retain the above copyright notice,
* this list of conditions and the following disclaimer.
*
* 2. Redistributions in binary form must reproduce the above copyright
* notice, this list of conditions and the following disclaimer in the
* documentation and/or other materials provided with the distribution.
*
* 3. Neither the name of the copyright holder nor the names of its
* contributors may be used to endorse or promote products derived from
* this software without specific prior written permission.
*
* THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
* AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO,
* THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR
* PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR
* CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
* EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
* PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS;
* OR BUSINESS INTERRUPTION). HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY,
* WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR
* OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF
* ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
*
*****************************************************************************/
module fetch_weights #(
int unsigned PE,
int unsigned SIMD,
int unsigned TH = 1,
int unsigned MH,
int unsigned MW,
int unsigned N_REPS,
int unsigned WEIGHT_WIDTH = 8,
int unsigned ADDR_BITS = 64,
int unsigned DATA_BITS = 256,
int unsigned LEN_BITS = 32,
int unsigned IDX_BITS = 16,
int unsigned N_LAYERS,
int unsigned EN_MLO = 1,
int unsigned QDEPTH = 8,
int unsigned EN_OREG = 1,
int unsigned N_DCPL_STGS = 1,
int unsigned DBG = 0,
// Safely deducible parameters
int unsigned IWSIMD = (TH > 1) ? ((PE*SIMD)/TH) : SIMD,
int unsigned OWSIMD = (PE * SIMD) / TH,
int unsigned DS_BITS_BA = (IWSIMD*WEIGHT_WIDTH+7)/8 * 8,
int unsigned WS_BITS_BA = (OWSIMD*WEIGHT_WIDTH+7)/8 * 8,
logic[ADDR_BITS-1:0] LAYER_OFFS = ((MH*MW*WEIGHT_WIDTH+7)/8 + (DATA_BITS/8-1)) & ~(DATA_BITS/8-1) // AXI bus-width aligned
) (
input wire aclk,
input wire aresetn,
output logic m_done,
// AXI
output logic[ADDR_BITS-1:0] m_axi_ddr_araddr,
output logic[1:0] m_axi_ddr_arburst,
output logic[3:0] m_axi_ddr_arcache,
output logic[1:0] m_axi_ddr_arid,
output logic[7:0] m_axi_ddr_arlen,
output logic[0:0] m_axi_ddr_arlock,
output logic[2:0] m_axi_ddr_arprot,
output logic[2:0] m_axi_ddr_arsize,
input logic m_axi_ddr_arready,
output logic m_axi_ddr_arvalid,
output logic[ADDR_BITS-1:0] m_axi_ddr_awaddr,
output logic[1:0] m_axi_ddr_awburst,
output logic[3:0] m_axi_ddr_awcache,
output logic[1:0] m_axi_ddr_awid,
output logic[7:0] m_axi_ddr_awlen,
output logic[0:0] m_axi_ddr_awlock,
output logic[2:0] m_axi_ddr_awprot,
output logic[2:0] m_axi_ddr_awsize,
input logic m_axi_ddr_awready,
output logic m_axi_ddr_awvalid,
input logic[DATA_BITS-1:0] m_axi_ddr_rdata,
input logic[1:0] m_axi_ddr_rid,
input logic m_axi_ddr_rlast,
input logic[1:0] m_axi_ddr_rresp,
output logic m_axi_ddr_rready,
input logic m_axi_ddr_rvalid,
output logic[DATA_BITS-1:0] m_axi_ddr_wdata,
output logic m_axi_ddr_wlast,
output logic[DATA_BITS/8-1:0] m_axi_ddr_wstrb,
input logic m_axi_ddr_wready,
output logic m_axi_ddr_wvalid,
input logic[1:0] m_axi_ddr_bid,
input logic[1:0] m_axi_ddr_bresp,
output logic m_axi_ddr_bready,
input logic m_axi_ddr_bvalid,
// Index
input logic s_idx_tvalid,
output logic s_idx_tready,
input logic[IDX_BITS-1:0] s_idx_tdata,
// DMA stream out (to external width converter)
output logic axis_dma_tvalid,
input logic axis_dma_tready,
output logic[DATA_BITS-1:0] axis_dma_tdata,
output logic[DATA_BITS/8-1:0] axis_dma_tkeep,
output logic axis_dma_tlast,
// DWC stream in (from external width converter)
input logic axis_dwc_tvalid,
output logic axis_dwc_tready,
input logic[DS_BITS_BA-1:0] axis_dwc_tdata,
input logic[(DS_BITS_BA)/8-1:0] axis_dwc_tkeep,
input logic axis_dwc_tlast,
// Stream
// TODO: Should we reg this? Would be quite wide ...
output logic m_axis_tvalid,
input logic m_axis_tready,
output logic[WS_BITS_BA-1:0] m_axis_tdata
);
// Offsets
logic [N_LAYERS-1:0][ADDR_BITS-1:0] l_offsets;
for(genvar i = 0; i < N_LAYERS; i++) begin
assign l_offsets[i] = (i * LAYER_OFFS);
end
//
// Indexes and DMA
//
logic dma_tvalid;
logic dma_tready;
logic [ADDR_BITS-1:0] dma_addr;
logic [LEN_BITS-1:0] dma_len;
if(TH > 1) begin
// Consts
localparam integer REPS_BITS = (N_REPS == 1) ? 1 : $clog2(N_REPS);
// Reps
typedef enum logic[0:0] {ST_IDLE, ST_DMA} state_t;
state_t state_C = ST_IDLE, state_N;
logic [REPS_BITS-1:0] cnt_dma_C = '0, cnt_dma_N;
logic [IDX_BITS-1:0] idx_C = '0, idx_N;
logic q_idx_out_tvalid, q_idx_out_tready;
logic [IDX_BITS-1:0] q_idx_out_tdata;
// Idx queue
Q_srl #(
.depth(QDEPTH),
.width(IDX_BITS)
) inst_queue_in (
.clock(aclk), .reset(!aresetn),
.count(), .maxcount(),
.i_d(s_idx_tdata), .i_v(s_idx_tvalid), .i_r(s_idx_tready),
.o_d(q_idx_out_tdata), .o_v(q_idx_out_tvalid), .o_r(q_idx_out_tready)
);
assign dma_addr = l_offsets[idx_C];
assign dma_len = ((MH*MW*WEIGHT_WIDTH+7)/8) & ~7;
always_ff @( posedge aclk ) begin: REG
if(~aresetn) begin
state_C <= ST_IDLE;
cnt_dma_C <= '0;
idx_C <= 'X;
end else begin
state_C <= state_N;
cnt_dma_C <= cnt_dma_N;
idx_C <= idx_N;
end
end
always_comb begin: NSL
state_N = state_C;
case (state_C)
ST_IDLE:
state_N = q_idx_out_tvalid ? ST_DMA : ST_IDLE;
ST_DMA:
state_N = (cnt_dma_C == N_REPS-1) && dma_tready ? ST_IDLE : ST_DMA;
endcase
end
always_comb begin: DP
cnt_dma_N = cnt_dma_C;
idx_N = idx_C;
q_idx_out_tready = 1'b0;
dma_tvalid = 1'b0;
case (state_C)
ST_IDLE: begin
q_idx_out_tready = 1'b1;
cnt_dma_N = 0;
if(q_idx_out_tvalid) begin
idx_N = q_idx_out_tdata;
end
end
ST_DMA: begin
dma_tvalid = 1'b1;
if(dma_tready) begin
cnt_dma_N = cnt_dma_C + 1;
end
end
endcase
end
end else begin
// Idx queue
logic [IDX_BITS-1:0] q_idx_out_tdata;
Q_srl #(
.depth(QDEPTH),
.width(IDX_BITS)
) inst_idx_queue (
.clock(aclk), .reset(!aresetn),
.count(), .maxcount(),
.i_d(s_idx_tdata), .i_v(s_idx_tvalid), .i_r(s_idx_tready),
.o_d(q_idx_out_tdata), .o_v(dma_tvalid), .o_r(dma_tready)
);
assign dma_addr = l_offsets[q_idx_out_tdata];
assign dma_len = ((MH*MW*WEIGHT_WIDTH+7)/8) & ~7;
end
cdma_u_rd #(
.DATA_BITS(DATA_BITS),
.ADDR_BITS(ADDR_BITS),
.LEN_BITS(LEN_BITS)
) inst_dma (
.aclk(aclk), .aresetn(aresetn),
.rd_valid(dma_tvalid), .rd_ready(dma_tready),
.rd_paddr(dma_addr), .rd_len(dma_len),
.rd_done(m_done),
.m_axi_ddr_arvalid(m_axi_ddr_arvalid),
.m_axi_ddr_arready(m_axi_ddr_arready),
.m_axi_ddr_araddr(m_axi_ddr_araddr),
.m_axi_ddr_arid(m_axi_ddr_arid),
.m_axi_ddr_arlen(m_axi_ddr_arlen),
.m_axi_ddr_arsize(m_axi_ddr_arsize),
.m_axi_ddr_arburst(m_axi_ddr_arburst),
.m_axi_ddr_arlock(m_axi_ddr_arlock),
.m_axi_ddr_arcache(m_axi_ddr_arcache),
.m_axi_ddr_arprot(m_axi_ddr_arprot),
.m_axi_ddr_rvalid(m_axi_ddr_rvalid),
.m_axi_ddr_rready(m_axi_ddr_rready),
.m_axi_ddr_rdata(m_axi_ddr_rdata),
.m_axi_ddr_rlast(m_axi_ddr_rlast),
.m_axi_ddr_rid(m_axi_ddr_rid),
.m_axi_ddr_rresp(m_axi_ddr_rresp),
.m_axis_ddr_tvalid(axis_dma_tvalid),
.m_axis_ddr_tready(axis_dma_tready),
.m_axis_ddr_tdata(axis_dma_tdata),
.m_axis_ddr_tkeep(axis_dma_tkeep),
.m_axis_ddr_tlast(axis_dma_tlast)
);
// Local weight buffer
// Only for non-tiled nodes
logic axis_lwb_tvalid;
logic axis_lwb_tready;
logic[WS_BITS_BA-1:0] axis_lwb_tdata;
if(TH == 1) begin
local_weight_buffer #(
.PE(PE), .SIMD(SIMD), .MH(MH), .MW(MW), .N_REPS(N_REPS), .WEIGHT_WIDTH(WEIGHT_WIDTH), .DBG(DBG)
) inst_weight_buff (
.clk(aclk), .rst(~aresetn),
.ivld(axis_dwc_tvalid), .irdy(axis_dwc_tready), .idat(axis_dwc_tdata),
.ovld(axis_lwb_tvalid), .ordy(axis_lwb_tready), .odat(axis_lwb_tdata)
);
end else begin
assign axis_lwb_tvalid = axis_dwc_tvalid;
assign axis_dwc_tready = axis_lwb_tready;
assign axis_lwb_tdata = axis_dwc_tdata;
end
// Reg slice
if(EN_OREG) begin
skid #(
.DATA_WIDTH(WS_BITS_BA), .FEED_STAGES(N_DCPL_STGS)
) inst_oreg (
.clk(aclk), .rst(!aresetn),
.ivld(axis_lwb_tvalid), .irdy(axis_lwb_tready), .idat(axis_lwb_tdata),
.ovld(m_axis_tvalid), .ordy(m_axis_tready), .odat(m_axis_tdata)
);
end else begin
assign m_axis_tvalid = axis_lwb_tvalid;
assign axis_lwb_tready = m_axis_tready;
assign m_axis_tdata = axis_lwb_tdata;
end
endmodule