Add skeleton for Hopper Tensor Core
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70
src/main/scala/radiance/core/TensorCoreDecoupled.scala
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70
src/main/scala/radiance/core/TensorCoreDecoupled.scala
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// See LICENSE.SiFive for license details.
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// See LICENSE.Berkeley for license details.
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package radiance.core
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import chisel3._
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import chisel3.util._
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class TensorCoreDecoupled(val numWarps: Int, val numLanes: Int) extends Module {
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val numWarpBits = log2Ceil(numWarps)
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val wordSize = 4 // TODO FP16
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val dataWidth = numLanes * wordSize // TODO FP16
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val io = IO(new Bundle{
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val initiate = Flipped(Decoupled(new Bundle{
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val wid = UInt(numWarpBits.W)
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}))
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val dataA = Flipped(Decoupled(new TensorMemResp(dataWidth)))
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val dataB = Flipped(Decoupled(new TensorMemResp(dataWidth)))
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val addressA = Decoupled(new TensorMemReq)
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val addressB = Decoupled(new TensorMemReq)
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val writeback = Decoupled(new Bundle{
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val wid = UInt(numWarpBits.W)
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val last = Bool()
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})
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})
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// FSM
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//
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val state = RegInit(TensorState.idle)
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// TODO: just transition every cycle for now
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state := (state match {
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case TensorState.idle => Mux(io.initiate.fire, TensorState.smemRead, state)
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case TensorState.smemRead => TensorState.compute
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case TensorState.compute => TensorState.writeback
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case TensorState.writeback => {
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// hold until writeback is cleared
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Mux(io.writeback.ready, TensorState.idle, state)
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}
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case _ => TensorState.idle
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})
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// TODO
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io.dataA.ready := true.B
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io.dataB.ready := true.B
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io.addressA.valid := false.B
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io.addressB.valid := false.B
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io.addressA.bits := DontCare
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io.addressB.bits := DontCare
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io.initiate.ready := true.B
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io.writeback.valid := true.B
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io.writeback.bits := DontCare
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}
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class TensorMemReq extends Bundle {
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// TODO: tag
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val address = UInt(32.W)
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}
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class TensorMemResp(val dataWidth: Int) extends Bundle {
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// TODO: tag
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val data = UInt(32.W)
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}
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object TensorState extends ChiselEnum {
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val idle = Value(0.U)
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val smemRead = Value(1.U)
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val compute = Value(2.U)
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val writeback = Value(3.U)
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}
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23
src/test/scala/radiance/TensorCoreDecoupledTest.scala
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src/test/scala/radiance/TensorCoreDecoupledTest.scala
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package radiance.core
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import chisel3._
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import chisel3.util._
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import chiseltest._
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import org.scalatest.flatspec.AnyFlatSpec
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class TensorCoreDecoupledTest extends AnyFlatSpec with ChiselScalatestTester {
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behavior of "TensorCoreDecoupled"
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it should "do the right thing" in {
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test(new TensorCoreDecoupled(8, 8))
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{ c =>
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c.io.initiate.valid.poke(true.B)
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c.io.dataA.valid.poke(false.B)
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c.io.dataA.bits.data.poke(0.U)
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c.io.dataB.valid.poke(false.B)
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c.io.dataB.bits.data.poke(0.U)
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c.clock.step()
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c.io.writeback.valid.expect(true.B)
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}
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}
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}
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