Save pre-TMEM-bank Radiance changes

.gitmodules

@@ -1,3 +1,3 @@
 [submodule "src/main/resources/vsrc/vortex"]
 	path = src/main/resources/vsrc/vortex
-	url = https://github.com/hansungk/vortex.git
+	url = https://git.nudt.space/wu-arch/vortex.git

radiance.mk

@@ -24,7 +24,7 @@ ifeq ($(shell echo $(CONFIG) | grep -E "HopperConfig$$"),$(CONFIG))
     EXTRA_SIM_PREPROC_DEFINES += +define+NUM_CORES=4 +define+EXT_T_HOPPER
 endif
 ifeq ($(shell echo $(CONFIG) | grep -E "BlackwellConfig$$"),$(CONFIG))
-    EXTRA_SIM_PREPROC_DEFINES += +define+NUM_CORES=4 +define+EXT_T_BLACKWELL
+    EXTRA_SIM_PREPROC_DEFINES += +define+NUM_CORES=1 +define+NUM_WARPS=4 +define+NUM_THREADS=4 +define+NUM_TENSOR_WARPS=2 +define+EXT_T_BLACKWELL
 endif
 ifeq ($(shell echo $(CONFIG) | grep -E "FlashConfig$$"),$(CONFIG))
     EXTRA_SIM_PREPROC_DEFINES += +define+NUM_CORES=4

src/main/scala/radiance/core/TensorCoreBlackwell.scala

@@ -14,7 +14,8 @@ class TensorCoreBlackwell(
     val numFPRegs: Int = 32
 ) extends Module {
   require(half, "Blackwell MMA currently supports FP16 inputs only")
-  require(numLanes == 8, "Blackwell MMA currently assumes 8 lanes")
+  require(numLanes == 4 || numLanes == 8,
+    s"Blackwell MMA currently supports 4 or 8 lanes, got ${numLanes}")
 
   val numWarpBits = log2Ceil(numWarps)
   val sourceWidth = log2Ceil(numSourceIds)
@@ -26,11 +27,16 @@ class TensorCoreBlackwell(
   val fragOffsetBits = log2Ceil(memWidth / 8)
 
   val numSets = 4
-  val numAFragsPerSet = 8
   val numBGroups = 4
-  val numBFragsPerGroup = 2
+  val numSubsteps = 2
-  val numMGroups = 4
+  val mElemsPerFrag = if (numLanes == 4) 2 else 4
-  val numCFrags = 32
+  val numMGroups = 16 / mElemsPerFrag
+  val numAFragsPerMGroup = 2
+  val numAFragsPerSet = numMGroups * numAFragsPerMGroup
+  val numBFragsPerSubstep = if (numLanes == 4) 2 else 1
+  val numBFragsPerGroup = numSubsteps * numBFragsPerSubstep
+  val numBFragsPerSet = numBGroups * numBFragsPerGroup
+  val numCFrags = numBGroups * numMGroups * numSubsteps
 
   object Ops {
     val bwgmma :: bwgmmaWait :: tcgen05Cp :: tcgen05CpWait :: tcgen05Ld :: tcgen05St :: tcgen05Cb :: Nil = Enum(7)
@@ -57,13 +63,21 @@ class TensorCoreBlackwell(
 
   // Direct SRAM port for TMEM (no TileLink overhead)
   class TmemSramPort extends Bundle {
-    val wen   = Output(Bool())
+    val aRen    = Output(Bool())
-    val ren   = Output(Bool())
+    val aRready = Input(Bool())
-    val waddr = Output(UInt(log2Ceil(numWarps * numCFrags * 2).W))
+    val aRaddr  = Output(UInt(log2Ceil(numWarps * numCFrags * 2).W))
-    val raddr = Output(UInt(log2Ceil(numWarps * numCFrags * 2).W))
+    val aRdata  = Input(UInt(memWidth.W))
-    val wdata = Output(UInt(memWidth.W))
+
-    val mask  = Output(UInt(maskWidth.W))
+    val cRen    = Output(Bool())
-    val rdata = Input(UInt(memWidth.W))
+    val cRready = Input(Bool())
+    val cRaddr  = Output(UInt(log2Ceil(numWarps * numCFrags * 2).W))
+    val cRdata  = Input(UInt(memWidth.W))
+
+    val cWen    = Output(Bool())
+    val cWready = Input(Bool())
+    val cWaddr  = Output(UInt(log2Ceil(numWarps * numCFrags * 2).W))
+    val cWdata  = Output(UInt(memWidth.W))
+    val cMask   = Output(UInt(maskWidth.W))
   }
 
   val io = IO(new Bundle {
@@ -94,7 +108,7 @@ class TensorCoreBlackwell(
     val idle, bwLoadAReq, bwLoadAResp, bwLoadBReq, bwLoadBResp,
         bwReadCReq, bwReadCResp, bwCompute, bwDpuResp, bwWriteCReq,
         bwWriteCWait, bwDone, cpRead, cpWrite, ldReq, stReq, stWrite, waitWb,
-        cbRead, cbWrite = Value
+        cbRead, cbCapture, cbWrite = Value
   }
   val state = RegInit(State.idle)
 
@@ -128,10 +142,11 @@ class TensorCoreBlackwell(
     base + (fragIndex << fragOffsetBits).asUInt
   }
 
-  val aFragIndex = (setReg << 3) + aIndexReg
+  val aFragIndex = (setReg * numAFragsPerSet.U) + aIndexReg
-  val bFragIndex = (setReg << 3) + (bGroupReg << 1) + bIndexReg
+  val bFragIndex =
-  val stepIndex = Cat(bGroupReg, mGroupReg)
+    (setReg * numBFragsPerSet.U) + (bGroupReg * numBFragsPerGroup.U) + bIndexReg
-  val cFragIndex = (stepIndex << 1) + substepReg
+  val cFragIndex =
+    (((bGroupReg * numMGroups.U) + mGroupReg) * numSubsteps.U) + substepReg
   val aReqAddress = byteAddress(addrAReg, aFragIndex)
   val bReqAddress = byteAddress(addrBReg, bFragIndex)
   val cReqAddress = byteAddress(addrCReg, cFragIndex)
@@ -147,12 +162,14 @@ class TensorCoreBlackwell(
   io.reqA <> reqA
   io.reqB <> reqB
 
-  io.tmemC.wen   := false.B
+  io.tmemC.aRen   := false.B
-  io.tmemC.ren   := false.B
+  io.tmemC.aRaddr := 0.U
-  io.tmemC.waddr := 0.U
+  io.tmemC.cRen   := false.B
-  io.tmemC.raddr := 0.U
+  io.tmemC.cRaddr := 0.U
-  io.tmemC.wdata := 0.U
+  io.tmemC.cWen   := false.B
-  io.tmemC.mask  := 0.U
+  io.tmemC.cWaddr := 0.U
+  io.tmemC.cWdata := 0.U
+  io.tmemC.cMask  := 0.U
 
   val wbValid = RegInit(false.B)
   val wbData = Reg(Vec(numLanes, UInt(laneWidth.W)))
@@ -171,7 +188,12 @@ class TensorCoreBlackwell(
   io.initiate.ready := state === State.idle && !wbValid
 
   val operandA = Cat(aBuf((mGroupReg << 1) + 1.U), aBuf(mGroupReg << 1))
-  val operandB = bBuf(substepReg)
+  val operandB =
+    if (numLanes == 4) {
+      Cat(bBuf((substepReg << 1) + 1.U), bBuf(substepReg << 1))
+    } else {
+      bBuf(substepReg)
+    }
   val cWords = cDataReg.asTypeOf(Vec(numLanes, UInt(laneWidth.W)))
   val dpuInValid = WireDefault(false.B)
   val dpu = Module(new TensorDotProductUnit(
@@ -183,16 +205,22 @@ class TensorCoreBlackwell(
     x((idx + 1) * 16 - 1, idx * 16)
   }
 
-  val elemM = elemReg(1, 0)
+  val elemM = if (numLanes == 4) elemReg(0, 0) else elemReg(1, 0)
-  val elemN = elemReg(2)
+  val elemN = if (numLanes == 4) elemReg(1) else elemReg(2)
   dpu.io.in.valid := dpuInValid
   for (k <- 0 until 8) {
-    dpu.io.in.bits.a(k) := MuxLookup(elemM, halfWord(operandA, k))(Seq(
+    dpu.io.in.bits.a(k) := (
+      if (numLanes == 4) {
+        Mux(elemM.asBool, halfWord(operandA, 8 + k), halfWord(operandA, k))
+      } else {
+        MuxLookup(elemM, halfWord(operandA, k))(Seq(
           0.U -> halfWord(operandA, k),
           1.U -> halfWord(operandA, 8 + k),
           2.U -> halfWord(operandA, 16 + k),
           3.U -> halfWord(operandA, 24 + k)
         ))
+      }
+    )
     dpu.io.in.bits.b(k) := Mux(elemN.asBool, halfWord(operandB, 8 + k), halfWord(operandB, k))
   }
   dpu.io.in.bits.c := cWords(elemReg)
@@ -229,13 +257,15 @@ class TensorCoreBlackwell(
   }
 
   when(state === State.bwLoadAReq) {
-    io.tmemC.ren   := true.B
+    io.tmemC.aRen   := true.B
-    io.tmemC.raddr := tmemABase + aFragIndex
+    io.tmemC.aRaddr := tmemABase + aFragIndex
+    when(io.tmemC.aRready) {
       state := State.bwLoadAResp
     }
+  }
 
   when(state === State.bwLoadAResp) {
-    aBuf(aIndexReg) := io.tmemC.rdata
+    aBuf(aIndexReg) := io.tmemC.aRdata
     when(aIndexReg === (numAFragsPerSet - 1).U) {
       bGroupReg := 0.U
       bIndexReg := 0.U
@@ -274,13 +304,15 @@ class TensorCoreBlackwell(
   }
 
   when(state === State.bwReadCReq) {
-    io.tmemC.ren   := true.B
+    io.tmemC.cRen   := true.B
-    io.tmemC.raddr := tmemCBase + cFragIndex
+    io.tmemC.cRaddr := tmemCBase + cFragIndex
+    when(io.tmemC.cRready) {
       state := State.bwReadCResp
     }
+  }
 
   when(state === State.bwReadCResp) {
-    cDataReg := io.tmemC.rdata
+    cDataReg := io.tmemC.cRdata
     elemReg  := 0.U
     state    := State.bwCompute
   }
@@ -303,10 +335,11 @@ class TensorCoreBlackwell(
   }
 
   when(state === State.bwWriteCReq) {
-    io.tmemC.wen   := true.B
+    io.tmemC.cWen   := true.B
-    io.tmemC.waddr := tmemCBase + cFragIndex
+    io.tmemC.cWaddr := tmemCBase + cFragIndex
-    io.tmemC.wdata := mmaDataReg.asUInt
+    io.tmemC.cWdata := mmaDataReg.asUInt
-    io.tmemC.mask  := Fill(maskWidth, 1.U(1.W))
+    io.tmemC.cMask  := Fill(maskWidth, 1.U(1.W))
+    when(io.tmemC.cWready) {
       when(substepReg === 0.U) {
         substepReg := 1.U
         state := State.bwReadCReq
@@ -333,6 +366,7 @@ class TensorCoreBlackwell(
         state := State.bwWriteCWait
       }
     }
+  }
 
   when(state === State.bwWriteCWait) {
     when(waitCounter === 0.U) {
@@ -361,24 +395,26 @@ class TensorCoreBlackwell(
   }
 
   when(state === State.cpWrite) {
-    io.respA.ready := true.B
+    io.respA.ready := io.tmemC.cWready
+    io.tmemC.cWen   := io.respA.valid
+    io.tmemC.cWaddr := (addrAReg >> fragOffsetBits.U).asUInt
+    io.tmemC.cWdata := io.respA.bits.data
+    io.tmemC.cMask  := Fill(maskWidth, 1.U(1.W))
     when(io.respA.fire) {
-      io.tmemC.wen   := true.B
-      io.tmemC.waddr := (addrAReg >> fragOffsetBits.U).asUInt
-      io.tmemC.wdata := io.respA.bits.data
-      io.tmemC.mask  := Fill(maskWidth, 1.U(1.W))
       state := State.idle
     }
   }
 
   when(state === State.ldReq) {
-    io.tmemC.ren   := true.B
+    io.tmemC.cRen   := true.B
-    io.tmemC.raddr := (addrAReg >> fragOffsetBits.U).asUInt
+    io.tmemC.cRaddr := (addrAReg >> fragOffsetBits.U).asUInt
+    when(io.tmemC.cRready) {
       state := State.waitWb
     }
+  }
 
   when(state === State.waitWb && opReg === Ops.tcgen05Ld) {
-    wbData  := io.tmemC.rdata.asTypeOf(Vec(numLanes, UInt(laneWidth.W)))
+    wbData  := io.tmemC.cRdata.asTypeOf(Vec(numLanes, UInt(laneWidth.W)))
     wbValid := true.B
     state   := State.idle
   }
@@ -389,16 +425,25 @@ class TensorCoreBlackwell(
   }
 
   when(state === State.stWrite) {
-    io.tmemC.wen   := true.B
+    io.tmemC.cWen   := true.B
-    io.tmemC.waddr := (addrAReg >> fragOffsetBits.U).asUInt
+    io.tmemC.cWaddr := (addrAReg >> fragOffsetBits.U).asUInt
-    io.tmemC.wdata := io.respC
+    io.tmemC.cWdata := io.respC
-    io.tmemC.mask  := Fill(maskWidth, 1.U(1.W))
+    io.tmemC.cMask  := Fill(maskWidth, 1.U(1.W))
+    when(io.tmemC.cWready) {
       state := State.idle
     }
+  }
 
   when(state === State.cbRead) {
-    io.tmemC.ren   := true.B
+    io.tmemC.cRen   := true.B
-    io.tmemC.raddr := (addrAReg >> fragOffsetBits.U).asUInt
+    io.tmemC.cRaddr := (addrAReg >> fragOffsetBits.U).asUInt
+    when(io.tmemC.cRready) {
+      state := State.cbCapture
+    }
+  }
+
+  when(state === State.cbCapture) {
+    cDataReg := io.tmemC.cRdata
     state := State.cbWrite
   }
 
@@ -408,7 +453,7 @@ class TensorCoreBlackwell(
     reqA.bits.byteen := Fill(maskWidth, 1.U(1.W))
     reqA.bits.address := addrBReg
     reqA.bits.source := sourceCounter
-    reqA.bits.data := io.tmemC.rdata
+    reqA.bits.data := cDataReg
     when(reqA.fire) {
       bumpSource()
       state := State.waitWb

src/main/scala/radiance/subsystem/Configs.scala

@@ -51,6 +51,7 @@ class WithRadianceCores(
   tensorCoreFP16: Boolean,
   tensorCoreDecoupled: Boolean,
   tensorCoreBlackwell: Boolean,
+  numTensorWarps: Int,
   startupAddress: BigInt,
   useVxCache: Boolean
 ) extends Config((site, _, up) => {
@@ -63,6 +64,7 @@ class WithRadianceCores(
         tensorCoreFP16 = tensorCoreFP16,
         tensorCoreDecoupled = tensorCoreDecoupled,
         tensorCoreBlackwell = tensorCoreBlackwell,
+        numTensorWarps = numTensorWarps,
         startupAddress = startupAddress
       ),
       btb = None,
@@ -101,6 +103,7 @@ class WithRadianceCores(
   def this(n: Int, location: HierarchicalLocation = InSubsystem,
     tensorCoreFP16: Boolean = false, tensorCoreDecoupled: Boolean = false,
     tensorCoreBlackwell: Boolean = false,
+    numTensorWarps: Int = 4,
     startupAddress: BigInt = BigInt("10100", 16),
     useVxCache: Boolean = false)
   = this(n, location, RocketCrossingParams(
@@ -110,7 +113,7 @@ class WithRadianceCores(
       case InSubsystem => CBUS
       case InCluster(clusterId) => CCBUS(clusterId)
     }
-  ), tensorCoreFP16, tensorCoreDecoupled, tensorCoreBlackwell, startupAddress, useVxCache)
+  ), tensorCoreFP16, tensorCoreDecoupled, tensorCoreBlackwell, numTensorWarps, startupAddress, useVxCache)
 }
 
 class WithBlackwellTensorCore(location: HierarchicalLocation = InSubsystem) extends Config((site, _, up) => {

src/main/scala/radiance/tile/RadianceTile.scala

@@ -21,7 +21,7 @@ import midas.targetutils.SynthesizePrintf
 import org.chipsalliance.cde.config._
 import radiance.core._
 import radiance.memory._
-import radiance.subsystem.{GPUMemParams, GPUMemory, RadianceSimArgs}
+import radiance.subsystem.{GPUMemParams, GPUMemory, RadianceSharedMemKey, RadianceSimArgs}
 
 /** For determining radiance core id.  This may be different from
  *  RadianceTileParams.tileId, when a cluster contains non-core tiles */
@@ -102,6 +102,7 @@ case class VortexCoreParams(
   tensorCoreFP16: Boolean = false, // FP16 if true, FP32 if false
   tensorCoreDecoupled: Boolean = false, // hopper-style SMEM operand decoupling
   tensorCoreBlackwell: Boolean = false, // blackwell-style TMEM + SMEM tensor core
+  numTensorWarps: Int = 4,
   startupAddress: BigInt = BigInt("10100", 16), // initial warp PC programmed through startup DCRs
   debugROB: Boolean = false, // if enabled, uses a C++ debug ROB to generate trace-with-wdata
   haveCease: Boolean = true, // non-standard CEASE instruction
@@ -210,7 +211,9 @@ class RadianceTile private (
     case Some(false) => 1
     case None => 1
   }
-  val imemTagWidth = UUID_WIDTH + NW_WIDTH
+  // Must match VX_gpu_pkg.sv: ICACHE_TAG_WIDTH = domain + UUID + wid.
+  val imemDomainWidth = 1
+  val imemTagWidth = imemDomainWidth + UUID_WIDTH + NW_WIDTH
 
   require(numWarps >= numLsuLanes,
         s"Vortex core requires numWarps (${numWarps}) >= numLsuLanes (${numLsuLanes})")
@@ -285,18 +288,37 @@ class RadianceTile private (
     )
   }
 
-  val tcSmemSize = 32
+  val tcSmemSize = numLsuLanes * 4
+  val tcSmemLineSize = p(RadianceSharedMemKey)
+    .map(k => k.numWords * k.wordSize)
+    .getOrElse(tcSmemSize)
+  val tcSmemClientMaxSize =
+    if (radianceParams.core.tensorCoreBlackwell) math.max(tcSmemSize, tcSmemLineSize) else tcSmemSize
+  val numTensorWarps = radianceParams.core.numTensorWarps
+  val numScalarWarps = numWarps - numTensorWarps
+  require(numTensorWarps > 0 && numTensorWarps < numWarps,
+        s"Wu requires 0 < numTensorWarps (${numTensorWarps}) < numWarps (${numWarps})")
+  val numTensorCores = if (radianceParams.core.tensorCoreBlackwell) numTensorWarps else 1
+  if (radianceParams.core.tensorCoreBlackwell) {
+    require(numCoreLanes == numLsuLanes,
+      s"Wu Blackwell binding requires matching core lanes (${numCoreLanes}) and memory lanes (${numLsuLanes})")
+    require(numLsuLanes == 4 || numLsuLanes == 8,
+      s"Wu Blackwell binding supports 4 or 8 lanes, got ${numLsuLanes}")
+    require(numTensorCores == numTensorWarps, "Wu Blackwell binding requires one Tensor Core per Tensor warp")
+    require(isPow2(tcSmemLineSize) && tcSmemLineSize >= tcSmemSize && (tcSmemLineSize % tcSmemSize) == 0,
+      s"Wu Blackwell SMEM line size (${tcSmemLineSize}) must be a power-of-two multiple of TC fragment size (${tcSmemSize})")
+  }
   val tensorUsesAsyncMem = radianceParams.core.tensorCoreDecoupled || radianceParams.core.tensorCoreBlackwell
-  val tcSmemNodeCount = if (radianceParams.core.tensorCoreDecoupled) 2 else if (radianceParams.core.tensorCoreBlackwell) 1 else 0
+  val tcSmemNodeCount = if (radianceParams.core.tensorCoreDecoupled) 2 else if (radianceParams.core.tensorCoreBlackwell) numTensorCores else 0
   val tcSmemNodes = Seq.tabulate(tcSmemNodeCount) { i =>
     TLClientNode(Seq(TLMasterPortParameters.v2(
       masters = Seq(TLMasterParameters.v2(
         name = s"rad_tc_${radianceParams.coreId}_$i",
         sourceId = IdRange(0, 1 << smemSourceWidth),
         supports = TLSlaveToMasterTransferSizes(
-          probe = TransferSizes(1, tcSmemSize),
+          probe = TransferSizes(1, tcSmemClientMaxSize),
-          get = TransferSizes(1, tcSmemSize),
+          get = TransferSizes(1, tcSmemClientMaxSize),
-          putFull = TransferSizes(1, tcSmemSize),
+          putFull = TransferSizes(1, tcSmemClientMaxSize),
         ),
         requestFifo = true
       ))
@@ -304,10 +326,11 @@ class RadianceTile private (
   }
 
   // For Blackwell, tcSmemNodes accesses SMEM (bwgmma B operand)
-  // tcGmemNode provides global memory access for cp (global→tmem) and cb (tmem→global)
+  // tcGmemNodes provide global memory access for cp (global→tmem) and cb (tmem→global)
-  val tcGmemNode = if (radianceParams.core.tensorCoreBlackwell) Some(TLClientNode(Seq(
+  val tcGmemNodes = if (radianceParams.core.tensorCoreBlackwell) {
-    TLMasterPortParameters.v2(masters = Seq(TLMasterParameters.v2(
+    Seq.tabulate(numTensorCores) { i =>
-      name = s"rad_tc_gmem_${radianceParams.coreId}",
+      TLClientNode(Seq(TLMasterPortParameters.v2(masters = Seq(TLMasterParameters.v2(
+        name = s"rad_tc_gmem_${radianceParams.coreId}_$i",
         sourceId = IdRange(0, 1 << dmemSourceWidth),
         supports = TLSlaveToMasterTransferSizes(
           probe = TransferSizes(1, tcSmemSize),
@@ -315,8 +338,9 @@ class RadianceTile private (
           putFull = TransferSizes(1, tcSmemSize),
         ),
         requestFifo = true
-    )))
+      )))))
-  ))) else None
+    }
+  } else Seq.empty
 
   // combine outgoing per-lane dmemNode into 1 idenity node
   //
@@ -406,7 +430,7 @@ class RadianceTile private (
     // imemNodes.foreach { tlMasterXbar.node := TLWidthWidget(4) := _ }
     tlMasterXbar.node :=* AddressOrNode(base) :=* icacheNode
     tlMasterXbar.node :=* AddressOrNode(base) :=* dcacheNode
-    tcGmemNode.foreach { n => tlMasterXbar.node := AddressOrNode(base) := n }
+    tcGmemNodes.foreach { n => tlMasterXbar.node := AddressOrNode(base) := n }
   }
 
   /* below are copied from rocket */
@@ -822,86 +846,185 @@ class RadianceTileModuleImp(outer: RadianceTile)
         core.io.tc_d_bits_data := DontCare
         core.io.tc_d_bits_tag := DontCare
       }
+      core.io.tc_tmem_A_rready := DontCare
+      core.io.tc_tmem_A_rdata := DontCare
+      core.io.tc_tmem_C_rready := DontCare
+      core.io.tc_tmem_C_rdata := DontCare
+      core.io.tc_tmem_C_wready := DontCare
     }
 
     def connectTensorBlackwell = {
       if (outer.radianceParams.core.tensorCoreBlackwell) {
         require(outer.tcSmemNodes.nonEmpty)
+        require(outer.tcSmemNodes.length == outer.numTensorCores)
+        require(outer.tcGmemNodes.length == outer.numTensorCores)
 
-        // TMEM C matrix: direct SRAM (no TileLink), connected via VortexCore IO
+        val nTC = outer.numTensorCores
-        // Each warp needs 2 tiles (A + C), each tile = 32 frags × 32B = 1KB
+        val tcPorts = 3
-        val tmemDepth = outer.numWarps * outer.tcSmemSize * 2  // numWarps × 64 rows
+        val tcCoreDataBits = 32 * 8
+        val tcDataBits = outer.tcSmemSize * 8
+        val tcSmemLineBits = outer.tcSmemLineSize * 8
+        val tmemAddrBits = 9
+        val tmemDataBits = tcDataBits
+        val tmemMaskBits = outer.tcSmemSize
+        val tcTlSize = log2Ceil(outer.tcSmemSize)
+        val tcSmemLineTlSize = log2Ceil(outer.tcSmemLineSize)
+
+        def slice(u: UInt, width: Int, idx: Int): UInt = u(width * (idx + 1) - 1, width * idx)
+        def port(tc: Int, p: Int): Int = tc * tcPorts + p
+        def padToCoreData(u: UInt): UInt = {
+          if (u.getWidth == tcCoreDataBits) u else Cat(0.U((tcCoreDataBits - u.getWidth).W), u)
+        }
+
+        val tcAReady = Wire(Vec(nTC * tcPorts, Bool()))
+        val tcDValid = Wire(Vec(nTC * tcPorts, Bool()))
+        val tcDData = Wire(Vec(nTC * tcPorts, UInt(tcCoreDataBits.W)))
+        val tcDTag = Wire(Vec(nTC * tcPorts, UInt(outer.tensorTagWidth.W)))
+        tcAReady.foreach(_ := false.B)
+        tcDValid.foreach(_ := false.B)
+        tcDData.foreach(_ := 0.U)
+        tcDTag.foreach(_ := 0.U)
+
+        // TMEM matrix: one shared 2R1W SRAM.  read0 is operand A, read1 is C.
+        // Each warp owns 2KB: A tile and C tile are 1KB each.  The row count
+        // scales with the physical fragment width (16B for 4 lanes, 32B for 8).
+        val tmemBytesPerWarp = 2048
+        val tmemDepth = outer.numWarps * (tmemBytesPerWarp / outer.tcSmemSize)
         val tmem = Module(new radiance.memory.TwoReadOneWriteSyncMem(
           tmemDepth, UInt((outer.tcSmemSize * 8).W)))
-        tmem.io.ren0   := core.io.tc_tmem_C_ren
-        tmem.io.raddr0 := core.io.tc_tmem_C_raddr
-        core.io.tc_tmem_C_rdata := tmem.io.rdata0
-        tmem.io.ren1   := false.B
-        tmem.io.raddr1 := 0.U
-        tmem.io.wen    := core.io.tc_tmem_C_wen
-        tmem.io.waddr  := core.io.tc_tmem_C_waddr
-        tmem.io.wdata  := core.io.tc_tmem_C_wdata
-        tmem.io.mask   := core.io.tc_tmem_C_mask
 
-        // smem_B (port 2): Global Memory via TileLink
+        val aReadArb = Module(new RRArbiter(UInt(tmemAddrBits.W), nTC))
-        val smemBBundle = new {
+        val cReadArb = Module(new RRArbiter(UInt(tmemAddrBits.W), nTC))
-          val addr   = core.io.tc_a_bits_address(95, 64)
+
-          val tag    = core.io.tc_a_bits_tag(8 + outer.tensorTagWidth - 1, 8)
+        class TmemWriteReq extends Bundle {
-          val write  = core.io.tc_a_bits_write(2)
+          val addr = UInt(tmemAddrBits.W)
-          val mask   = core.io.tc_a_bits_mask(95, 64)
+          val data = UInt(tmemDataBits.W)
-          val data   = core.io.tc_a_bits_data(767, 512)
+          val mask = UInt(tmemMaskBits.W)
-          val aValid = core.io.tc_a_valid(2)
-          val dReady = core.io.tc_d_ready(2)
         }
-        val client = outer.tcSmemNodes.head.out.head
+        val cWriteArb = Module(new RRArbiter(new TmemWriteReq, nTC))
+
+        (0 until nTC).foreach { tc =>
+          aReadArb.io.in(tc).valid := core.io.tc_tmem_A_ren(tc)
+          aReadArb.io.in(tc).bits := slice(core.io.tc_tmem_A_raddr, tmemAddrBits, tc)
+          cReadArb.io.in(tc).valid := core.io.tc_tmem_C_ren(tc)
+          cReadArb.io.in(tc).bits := slice(core.io.tc_tmem_C_raddr, tmemAddrBits, tc)
+          cWriteArb.io.in(tc).valid := core.io.tc_tmem_C_wen(tc)
+          cWriteArb.io.in(tc).bits.addr := slice(core.io.tc_tmem_C_waddr, tmemAddrBits, tc)
+          cWriteArb.io.in(tc).bits.data := slice(core.io.tc_tmem_C_wdata, tmemDataBits, tc)
+          cWriteArb.io.in(tc).bits.mask := slice(core.io.tc_tmem_C_mask, tmemMaskBits, tc)
+        }
+
+        aReadArb.io.out.ready := true.B
+        cReadArb.io.out.ready := true.B
+        cWriteArb.io.out.ready := true.B
+
+        tmem.io.ren0 := aReadArb.io.out.fire
+        tmem.io.raddr0 := aReadArb.io.out.bits
+        tmem.io.ren1 := cReadArb.io.out.fire
+        tmem.io.raddr1 := cReadArb.io.out.bits
+        tmem.io.wen := cWriteArb.io.out.fire
+        tmem.io.waddr := cWriteArb.io.out.bits.addr
+        tmem.io.wdata := cWriteArb.io.out.bits.data
+        tmem.io.mask := cWriteArb.io.out.bits.mask
+
+        val aReadGrant = RegNext(Mux(aReadArb.io.out.fire, UIntToOH(aReadArb.io.chosen, nTC), 0.U(nTC.W)))
+        val cReadGrant = RegNext(Mux(cReadArb.io.out.fire, UIntToOH(cReadArb.io.chosen, nTC), 0.U(nTC.W)))
+        core.io.tc_tmem_A_rready := VecInit(aReadArb.io.in.map(_.fire)).asUInt
+        core.io.tc_tmem_C_rready := VecInit(cReadArb.io.in.map(_.fire)).asUInt
+        core.io.tc_tmem_C_wready := VecInit(cWriteArb.io.in.map(_.fire)).asUInt
+        core.io.tc_tmem_A_rdata := VecInit((0 until nTC).map { tc =>
+          Mux(aReadGrant(tc), tmem.io.rdata0, 0.U(tmemDataBits.W))
+        }).asUInt
+        core.io.tc_tmem_C_rdata := VecInit((0 until nTC).map { tc =>
+          Mux(cReadGrant(tc), tmem.io.rdata1, 0.U(tmemDataBits.W))
+        }).asUInt
+
+        // port 2: SMEM B, one TL client per tensor core. RadianceSharedMem arbitrates them.
+        (0 until nTC).foreach { tc =>
+          val p2 = port(tc, 2)
+          val client = outer.tcSmemNodes(tc).out.head
+          val rawAddress = slice(core.io.tc_a_bits_address, 32, p2)
+          val lineAddress = rawAddress & (~((outer.tcSmemLineSize - 1).U(32.W))).asUInt
           val adapter = Module(new VortexTLAdapter(
             outer.smemSourceWidth,
-          new VortexBundleA(tagWidth = outer.tensorTagWidth, dataWidth = 32 * 8),
+            new VortexBundleA(tagWidth = outer.tensorTagWidth, dataWidth = tcSmemLineBits),
-          new VortexBundleD(tagWidth = outer.tensorTagWidth, dataWidth = 32 * 8),
+            new VortexBundleD(tagWidth = outer.tensorTagWidth, dataWidth = tcSmemLineBits),
             client
           ))
           adapter.io.inReq.bits <> DontCare
-        adapter.io.inReq.valid        := smemBBundle.aValid
+          adapter.io.inReq.valid := core.io.tc_a_valid(p2)
-        adapter.io.inReq.bits.address := smemBBundle.addr
+          adapter.io.inReq.bits.address := lineAddress
-        adapter.io.inReq.bits.source  := smemBBundle.tag
+          adapter.io.inReq.bits.source := slice(core.io.tc_a_bits_tag, outer.tensorTagWidth, p2)
-        adapter.io.inReq.bits.size    := 5.U
+          adapter.io.inReq.bits.size := tcSmemLineTlSize.U
-        adapter.io.inReq.bits.opcode  := Mux(smemBBundle.write.asBool, TLMessages.PutFullData, TLMessages.Get)
+          adapter.io.inReq.bits.opcode := Mux(core.io.tc_a_bits_write(p2).asBool, TLMessages.PutFullData, TLMessages.Get)
-        adapter.io.inReq.bits.mask    := smemBBundle.mask
+          adapter.io.inReq.bits.mask := Fill(outer.tcSmemLineSize, 1.U(1.W))
-        adapter.io.inReq.bits.data    := smemBBundle.data
+          adapter.io.inReq.bits.data := slice(core.io.tc_a_bits_data, tcCoreDataBits, p2)(tcSmemLineBits - 1, 0)
-        adapter.io.inResp.ready       := smemBBundle.dReady
+          adapter.io.inResp.ready := core.io.tc_d_ready(p2)
           client._1.a <> adapter.io.outReq
           adapter.io.outResp <> client._1.d
+          val lineData = adapter.io.inResp.bits.data
+          val fragmentData = if (outer.tcSmemLineSize == outer.tcSmemSize) {
+            lineData
+          } else {
+            val fragmentsPerLine = outer.tcSmemLineSize / outer.tcSmemSize
+            val fragmentIndex = RegInit(0.U(log2Ceil(fragmentsPerLine).W))
+            val requestFragmentIndex = ((rawAddress & (outer.tcSmemLineSize - 1).U) >>
+              log2Ceil(outer.tcSmemSize)).asUInt
+            val lineFragments = lineData.asTypeOf(Vec(fragmentsPerLine, UInt(tcDataBits.W)))
+            when(adapter.io.inReq.fire) {
+              fragmentIndex := requestFragmentIndex
+            }
+            lineFragments(fragmentIndex)
+          }
 
-        // port 0: global memory (cp/cb)
+          tcAReady(p2) := adapter.io.inReq.ready
-        val gmemClient = outer.tcGmemNode.get.out.head
+          tcDValid(p2) := adapter.io.inResp.valid
+          tcDData(p2) := padToCoreData(fragmentData)
+          tcDTag(p2) := adapter.io.inResp.bits.source
+        }
+
+        // port 0: global memory (cp/cb), one TL client per tensor core.
+        (0 until nTC).foreach { tc =>
+          val p0 = port(tc, 0)
+          val gmemClient = outer.tcGmemNodes(tc).out.head
           val gmemAdapter = Module(new VortexTLAdapter(
             outer.dmemSourceWidth,
-          new VortexBundleA(tagWidth = outer.tensorTagWidth, dataWidth = 32 * 8),
+            new VortexBundleA(tagWidth = outer.tensorTagWidth, dataWidth = tcDataBits),
-          new VortexBundleD(tagWidth = outer.tensorTagWidth, dataWidth = 32 * 8),
+            new VortexBundleD(tagWidth = outer.tensorTagWidth, dataWidth = tcDataBits),
             gmemClient
           ))
           gmemAdapter.io.inReq.bits <> DontCare
-        gmemAdapter.io.inReq.valid        := core.io.tc_a_valid(0)
+          gmemAdapter.io.inReq.valid := core.io.tc_a_valid(p0)
-        gmemAdapter.io.inReq.bits.address := core.io.tc_a_bits_address(31, 0)
+          gmemAdapter.io.inReq.bits.address := slice(core.io.tc_a_bits_address, 32, p0)
-        gmemAdapter.io.inReq.bits.source  := core.io.tc_a_bits_tag(outer.tensorTagWidth - 1, 0)
+          gmemAdapter.io.inReq.bits.source := slice(core.io.tc_a_bits_tag, outer.tensorTagWidth, p0)
-        gmemAdapter.io.inReq.bits.size    := 5.U
+          gmemAdapter.io.inReq.bits.size := tcTlSize.U
-        gmemAdapter.io.inReq.bits.opcode  := Mux(core.io.tc_a_bits_write(0).asBool, TLMessages.PutFullData, TLMessages.Get)
+          gmemAdapter.io.inReq.bits.opcode := Mux(core.io.tc_a_bits_write(p0).asBool, TLMessages.PutFullData, TLMessages.Get)
-        gmemAdapter.io.inReq.bits.mask    := core.io.tc_a_bits_mask(31, 0)
+          gmemAdapter.io.inReq.bits.mask := slice(core.io.tc_a_bits_mask, 32, p0)(outer.tcSmemSize - 1, 0)
-        gmemAdapter.io.inReq.bits.data    := core.io.tc_a_bits_data(255, 0)
+          gmemAdapter.io.inReq.bits.data := slice(core.io.tc_a_bits_data, tcCoreDataBits, p0)(tcDataBits - 1, 0)
-        gmemAdapter.io.inResp.ready       := core.io.tc_d_ready(0)
+          gmemAdapter.io.inResp.ready := core.io.tc_d_ready(p0)
           gmemClient._1.a <> gmemAdapter.io.outReq
           gmemAdapter.io.outResp <> gmemClient._1.d
 
-        core.io.tc_a_ready    := Cat(adapter.io.inReq.ready,  0.U(1.W), gmemAdapter.io.inReq.ready)
+          tcAReady(p0) := gmemAdapter.io.inReq.ready
-        core.io.tc_d_valid    := Cat(adapter.io.inResp.valid, 0.U(1.W), gmemAdapter.io.inResp.valid)
+          tcDValid(p0) := gmemAdapter.io.inResp.valid
-        core.io.tc_d_bits_data := Cat(adapter.io.inResp.bits.data, 0.U((outer.tcSmemSize * 8).W), gmemAdapter.io.inResp.bits.data)
+          tcDData(p0) := padToCoreData(gmemAdapter.io.inResp.bits.data)
-        core.io.tc_d_bits_tag  := Cat(adapter.io.inResp.bits.source, 0.U(outer.tensorTagWidth.W), gmemAdapter.io.inResp.bits.source)
+          tcDTag(p0) := gmemAdapter.io.inResp.bits.source
+        }
+
+        core.io.tc_a_ready := tcAReady.asUInt
+        core.io.tc_d_valid := tcDValid.asUInt
+        core.io.tc_d_bits_data := tcDData.asUInt
+        core.io.tc_d_bits_tag := tcDTag.asUInt
       } else {
         core.io.tc_a_ready    := false.B
         core.io.tc_d_valid    := false.B
         core.io.tc_d_bits_data := DontCare
         core.io.tc_d_bits_tag  := DontCare
+        core.io.tc_tmem_A_rready := DontCare
+        core.io.tc_tmem_A_rdata := DontCare
+        core.io.tc_tmem_C_rready := DontCare
         core.io.tc_tmem_C_rdata := DontCare
+        core.io.tc_tmem_C_wready := DontCare
       }
     }
 
@@ -995,7 +1118,7 @@ class RadianceTileModuleImp(outer: RadianceTile)
   } else if (outer.radianceParams.core.tensorCoreBlackwell) {
     val tensorNumSourceIds = (1 << outer.tensorTagWidth)
     val tensor = Module(new radiance.core.TensorCoreBlackwell(
-      8, 8, half = true, tensorNumSourceIds))
+      outer.numWarps, outer.numLsuLanes, half = true, tensorNumSourceIds))
     tensor.io.initiate.valid := false.B
     tensor.io.initiate.bits := DontCare
     tensor.io.respA.valid := false.B
@@ -1006,7 +1129,11 @@ class RadianceTileModuleImp(outer: RadianceTile)
     tensor.io.reqA.ready := false.B
     tensor.io.reqB.ready := false.B
     tensor.io.writeback.ready := false.B
-    tensor.io.tmemC.rdata := DontCare
+    tensor.io.tmemC.aRready := false.B
+    tensor.io.tmemC.aRdata := DontCare
+    tensor.io.tmemC.cRready := false.B
+    tensor.io.tmemC.cRdata := DontCare
+    tensor.io.tmemC.cWready := false.B
     dontTouch(tensor.io)
   } else {
     if (outer.radianceParams.core.tensorCoreFP16) {
@@ -1070,18 +1197,6 @@ class VortexTLAdapter(
     val outResp = chiselTypeOf(outTL._1.d)
   })
   val (bundle, edge) = outTL
-  val sourceGen = Module(
-    new SourceGenerator(
-      newSourceWidth,
-      Some(inReqT.source),
-      ignoreInUse = false
-    )
-  )
-  sourceGen.io.gen := io.outReq.fire // use up a source ID only when request is created
-  sourceGen.io.reclaim.valid := io.outResp.fire
-  sourceGen.io.reclaim.bits := io.outResp.bits.source
-  sourceGen.io.meta := io.inReq.bits.source
-
   // io passthrough logic
   // TLBundleA <> VortexBundleA
   io.outReq.valid := io.inReq.valid
@@ -1090,29 +1205,70 @@ class VortexTLAdapter(
   io.outReq.bits.size := io.inReq.bits.size
   io.outReq.bits.source := io.inReq.bits.source
   io.outReq.bits.address := io.inReq.bits.address
-  // Get requires contiguous mask; only copy core's potentially-partial mask
+  val outMaskWidth = io.outReq.bits.mask.getWidth
-  // when writing
+  val inMaskWidth = io.inReq.bits.mask.getWidth
+  val outDataWidth = io.outReq.bits.data.getWidth
+  val inDataWidth = io.inReq.bits.data.getWidth
+  val byteOffset = io.inReq.bits.address(log2Ceil(outMaskWidth) - 1, 0)
+  val responseOffsetWidth = log2Ceil(outMaskWidth)
+  val responseSourceWidth = inReqT.source.getWidth
+  val sourceGen = Module(
+    new SourceGenerator(
+      newSourceWidth,
+      Some(UInt((responseSourceWidth + responseOffsetWidth).W)),
+      ignoreInUse = false
+    )
+  )
+  sourceGen.io.gen := io.outReq.fire // use up a source ID only when request is created
+  sourceGen.io.reclaim.valid := io.outResp.fire
+  sourceGen.io.reclaim.bits := io.outResp.bits.source
+  sourceGen.io.meta := Cat(byteOffset, io.inReq.bits.source)
+
+  val alignedMask = Wire(UInt(outMaskWidth.W))
+  val alignedData = Wire(UInt(outDataWidth.W))
+  if (outMaskWidth == inMaskWidth) {
+    alignedMask := io.inReq.bits.mask
+  } else {
+    val paddedMask = Wire(UInt(outMaskWidth.W))
+    paddedMask := io.inReq.bits.mask
+    alignedMask := (paddedMask << byteOffset)(outMaskWidth - 1, 0)
+  }
+  if (outDataWidth == inDataWidth) {
+    alignedData := io.inReq.bits.data
+  } else {
+    val paddedData = Wire(UInt(outDataWidth.W))
+    paddedData := io.inReq.bits.data
+    alignedData := (paddedData << (byteOffset << 3))(outDataWidth - 1, 0)
+  }
+
+  // PutFull requires the TL-canonical full mask for address+size; PutPartial
+  // can carry the core-provided byte mask.
   io.outReq.bits.mask := Mux(
-    edge.hasData(io.outReq.bits),
+    io.outReq.bits.opcode === TLMessages.PutPartialData,
-    io.inReq.bits.mask,
+    alignedMask,
-    // generate TL-correct mask
     edge.mask(io.inReq.bits.address, io.inReq.bits.size)
   )
-  io.outReq.bits.data := io.inReq.bits.data
+  io.outReq.bits.data := alignedData
   io.outReq.bits.corrupt := 0.U
   io.inReq.ready := io.outReq.ready
   // VortexBundleD <> TLBundleD
   io.inResp.valid := io.outResp.valid
   io.inResp.bits.opcode := io.outResp.bits.opcode
   io.inResp.bits.size := io.outResp.bits.size
-  io.inResp.bits.source := io.outResp.bits.source
+  val responseMeta = sourceGen.io.peek.asUInt
+  val responseSource = responseMeta(responseSourceWidth - 1, 0)
+  val responseByteOffset =
+    responseMeta(responseSourceWidth + responseOffsetWidth - 1, responseSourceWidth)
+  io.inResp.bits.source := responseSource
+  if (outDataWidth == inDataWidth) {
     io.inResp.bits.data := io.outResp.bits.data
+  } else {
+    io.inResp.bits.data := (io.outResp.bits.data >> (responseByteOffset << 3))(inDataWidth - 1, 0)
+  }
   io.outResp.ready := io.inResp.ready
 
   // "man-in-the-middle"
   io.inReq.ready := io.outReq.ready && sourceGen.io.id.valid
   io.outReq.valid := io.inReq.valid && sourceGen.io.id.valid
   io.outReq.bits.source := sourceGen.io.id.bits
-  // translate upstream response back to its old sourceId
-  io.inResp.bits.source := sourceGen.io.peek
 }

src/main/scala/radiance/tile/VortexCore.scala

@@ -90,28 +90,36 @@ class VortexBundle(tile: RadianceTile)(implicit p: Parameters) extends CoreBundl
   val smem_d_bits_data = Input(UInt((tile.numLsuLanes * 32).W))
   val smem_d_ready = Output(UInt((tile.numLsuLanes * 1).W))
 
+  val numTensorCores = if (tile.radianceParams.core.tensorCoreBlackwell) tile.numTensorCores else 1
   val tcPortCount = 3
-  val tc_a_valid = Output(UInt(tcPortCount.W))
+  val tcFlatPortCount = tcPortCount * numTensorCores
-  val tc_a_bits_write = Output(UInt(tcPortCount.W))
+  val tc_a_valid = Output(UInt(tcFlatPortCount.W))
-  val tc_a_bits_address = Output(UInt((tcPortCount * 32).W))
+  val tc_a_bits_write = Output(UInt(tcFlatPortCount.W))
-  val tc_a_bits_tag = Output(UInt((tcPortCount * 4).W))
+  val tc_a_bits_address = Output(UInt((tcFlatPortCount * 32).W))
-  val tc_a_bits_mask = Output(UInt((tcPortCount * 32).W))
+  val tc_a_bits_tag = Output(UInt((tcFlatPortCount * 4).W))
-  val tc_a_bits_data = Output(UInt((tcPortCount * 32 * 8).W))
+  val tc_a_bits_mask = Output(UInt((tcFlatPortCount * 32).W))
-  val tc_a_ready = Input(UInt(tcPortCount.W))
+  val tc_a_bits_data = Output(UInt((tcFlatPortCount * 32 * 8).W))
-  val tc_d_valid = Input(UInt(tcPortCount.W))
+  val tc_a_ready = Input(UInt(tcFlatPortCount.W))
-  val tc_d_bits_data = Input(UInt((tcPortCount * 32 * 8).W))
+  val tc_d_valid = Input(UInt(tcFlatPortCount.W))
-  val tc_d_bits_tag = Input(UInt((tcPortCount * 4).W))
+  val tc_d_bits_data = Input(UInt((tcFlatPortCount * 32 * 8).W))
-  val tc_d_ready = Output(UInt(tcPortCount.W))
+  val tc_d_bits_tag = Input(UInt((tcFlatPortCount * 4).W))
+  val tc_d_ready = Output(UInt(tcFlatPortCount.W))
 
-  // Direct SRAM port for TMEM C (bypasses TileLink)
+  // Direct SRAM ports for shared TMEM (bypasses TileLink)
   val numLanes = tile.numLsuLanes
-  val tc_tmem_C_wen   = Output(Bool())
+  val tc_tmem_A_ren    = Output(UInt(numTensorCores.W))
-  val tc_tmem_C_ren   = Output(Bool())
+  val tc_tmem_A_rready = Input(UInt(numTensorCores.W))
-  val tc_tmem_C_waddr = Output(UInt(9.W))
+  val tc_tmem_A_raddr  = Output(UInt((numTensorCores * 9).W))
-  val tc_tmem_C_raddr = Output(UInt(9.W))
+  val tc_tmem_A_rdata  = Input(UInt((numTensorCores * numLanes * 32).W))
-  val tc_tmem_C_wdata = Output(UInt((numLanes * 32).W))
+  val tc_tmem_C_ren    = Output(UInt(numTensorCores.W))
-  val tc_tmem_C_mask  = Output(UInt((numLanes * 4).W))
+  val tc_tmem_C_rready = Input(UInt(numTensorCores.W))
-  val tc_tmem_C_rdata = Input(UInt((numLanes * 32).W))
+  val tc_tmem_C_raddr  = Output(UInt((numTensorCores * 9).W))
+  val tc_tmem_C_rdata  = Input(UInt((numTensorCores * numLanes * 32).W))
+  val tc_tmem_C_wen    = Output(UInt(numTensorCores.W))
+  val tc_tmem_C_wready = Input(UInt(numTensorCores.W))
+  val tc_tmem_C_waddr  = Output(UInt((numTensorCores * 9).W))
+  val tc_tmem_C_wdata  = Output(UInt((numTensorCores * numLanes * 32).W))
+  val tc_tmem_C_mask   = Output(UInt((numTensorCores * numLanes * 4).W))
 
   // FIXME: hardcoded
   val barrierIdBits = tile.barrierMasterNode.out(0)._2.barrierIdBits
@@ -147,7 +155,8 @@ class Vortex(tile: RadianceTile)(implicit p: Parameters)
         "CORE_ID" -> tile.radianceParams.coreId,
         "TENSOR_FP16" -> (if (tile.radianceParams.core.tensorCoreFP16) 1 else 0),
         "STARTUP_ADDR" -> tile.radianceParams.core.startupAddress,
-        "NUM_THREADS" -> tile.numLsuLanes
+        "NUM_THREADS" -> tile.numLsuLanes,
+        "NUM_TENSOR_CORES" -> (if (tile.radianceParams.core.tensorCoreBlackwell) tile.numTensorCores else 1)
       )
     )
     with HasBlackBoxResource with HasBlackBoxPath {
@@ -211,6 +220,7 @@ class Vortex(tile: RadianceTile)(implicit p: Parameters)
   addResource("/vsrc/vortex/hw/rtl/core/VX_scoreboard.sv")
   addResource("/vsrc/vortex/hw/rtl/core/VX_sfu_unit.sv")
   addResource("/vsrc/vortex/hw/rtl/core/VX_smem_unit.sv")
+  addResource("/vsrc/vortex/hw/rtl/core/VX_tensor_ctrl_unit.sv")
   addResource("/vsrc/vortex/hw/rtl/core/VX_split_join.sv")
   addResource("/vsrc/vortex/hw/rtl/core/VX_trace.vh")
   addResource("/vsrc/vortex/hw/rtl/core/VX_wctl_unit.sv")

src/test/scala/radiance/TensorCoreBlackwellExtendedTest.scala

@@ -26,7 +26,11 @@ class TensorCoreBlackwellExtendedTest extends AnyFlatSpec with ChiselScalatestTe
     c.io.reqB.ready.poke(false.B)
     c.io.respC.poke(0.U)
     c.io.writeback.ready.poke(false.B)
-    c.io.tmemC.rdata.poke(0.U)
+    c.io.tmemC.aRready.poke(true.B)
+    c.io.tmemC.aRdata.poke(0.U)
+    c.io.tmemC.cRready.poke(true.B)
+    c.io.tmemC.cRdata.poke(0.U)
+    c.io.tmemC.cWready.poke(true.B)
   }
 
   private def packWords(words: Seq[BigInt], width: Int): BigInt = {
@@ -39,13 +43,17 @@ class TensorCoreBlackwellExtendedTest extends AnyFlatSpec with ChiselScalatestTe
   private def makeTmem() = mutable.Map[BigInt, BigInt]().withDefaultValue(BigInt(0))
 
   private def stepTmem(c: TensorCoreBlackwell, tmem: mutable.Map[BigInt, BigInt]): Unit = {
-    if (c.io.tmemC.ren.peek().litToBoolean) {
+    if (c.io.tmemC.aRen.peek().litToBoolean) {
-      val addr = c.io.tmemC.raddr.peek().litValue
+      val addr = c.io.tmemC.aRaddr.peek().litValue
-      c.io.tmemC.rdata.poke(tmem(addr).U)
+      c.io.tmemC.aRdata.poke(tmem(addr).U)
     }
-    if (c.io.tmemC.wen.peek().litToBoolean) {
+    if (c.io.tmemC.cRen.peek().litToBoolean) {
-      val addr = c.io.tmemC.waddr.peek().litValue
+      val addr = c.io.tmemC.cRaddr.peek().litValue
-      tmem(addr) = c.io.tmemC.wdata.peek().litValue
+      c.io.tmemC.cRdata.poke(tmem(addr).U)
+    }
+    if (c.io.tmemC.cWen.peek().litToBoolean) {
+      val addr = c.io.tmemC.cWaddr.peek().litValue
+      tmem(addr) = c.io.tmemC.cWdata.peek().litValue
     }
   }
 
@@ -154,9 +162,9 @@ class TensorCoreBlackwellExtendedTest extends AnyFlatSpec with ChiselScalatestTe
       // cpWrite: respA fires, tmemC written
       c.io.respA.valid.poke(true.B)
       c.io.respA.bits.data.poke(cpData.U)
-      c.io.tmemC.wen.expect(true.B)
+      c.io.tmemC.cWen.expect(true.B)
-      c.io.tmemC.waddr.expect((tmemAddr / fragBytes).U)
+      c.io.tmemC.cWaddr.expect((tmemAddr / fragBytes).U)
-      c.io.tmemC.wdata.expect(cpData.U)
+      c.io.tmemC.cWdata.expect(cpData.U)
       stepTmem(c, tmem)
       c.clock.step()
       c.io.respA.valid.poke(false.B)
@@ -171,10 +179,10 @@ class TensorCoreBlackwellExtendedTest extends AnyFlatSpec with ChiselScalatestTe
       c.io.initiate.valid.poke(false.B)
 
       // ldReq: ren asserted, serve from tmem model
-      c.io.tmemC.ren.expect(true.B)
+      c.io.tmemC.cRen.expect(true.B)
-      c.io.tmemC.rdata.poke(tmem(tmemAddr / fragBytes).U)
+      c.io.tmemC.cRdata.poke(tmem(tmemAddr / fragBytes).U)
       c.clock.step()
-      c.io.tmemC.rdata.poke(tmem(tmemAddr / fragBytes).U)
+      c.io.tmemC.cRdata.poke(tmem(tmemAddr / fragBytes).U)
       c.clock.step()
 
       // writeback should carry cpData
@@ -206,8 +214,8 @@ class TensorCoreBlackwellExtendedTest extends AnyFlatSpec with ChiselScalatestTe
       c.clock.step()
 
       // stWrite: tmemC written
-      c.io.tmemC.wen.expect(true.B)
+      c.io.tmemC.cWen.expect(true.B)
-      c.io.tmemC.wdata.expect(stData.U)
+      c.io.tmemC.cWdata.expect(stData.U)
       stepTmem(c, tmem)
       c.clock.step()
 
@@ -217,13 +225,15 @@ class TensorCoreBlackwellExtendedTest extends AnyFlatSpec with ChiselScalatestTe
       c.io.initiate.bits.addressA.poke(tmemAddr.U)
       c.io.initiate.bits.addressB.poke("h20000000".U)
       c.io.reqA.ready.poke(true.B)
-      c.io.tmemC.rdata.poke(tmem(tmemAddr / fragBytes).U)
+      c.io.tmemC.cRdata.poke(tmem(tmemAddr / fragBytes).U)
       c.clock.step()
       c.io.initiate.valid.poke(false.B)
 
       // cbRead: ren asserted
-      c.io.tmemC.ren.expect(true.B)
+      c.io.tmemC.cRen.expect(true.B)
-      c.io.tmemC.rdata.poke(tmem(tmemAddr / fragBytes).U)
+      c.io.tmemC.cRdata.poke(tmem(tmemAddr / fragBytes).U)
+      c.clock.step()
+      c.io.tmemC.cRdata.poke(tmem(tmemAddr / fragBytes).U)
       c.clock.step()
 
       // cbWrite: reqA write with stData
@@ -280,7 +290,7 @@ class TensorCoreBlackwellExtendedTest extends AnyFlatSpec with ChiselScalatestTe
       c.clock.step()
       c.io.initiate.ready.expect(false.B)
 
-      c.io.tmemC.wen.expect(true.B)
+      c.io.tmemC.cWen.expect(true.B)
       c.clock.step()
       c.io.initiate.ready.expect(true.B)
     }
@@ -309,8 +319,8 @@ class TensorCoreBlackwellExtendedTest extends AnyFlatSpec with ChiselScalatestTe
       c.io.initiate.valid.poke(false.B)
       c.io.reqC.valid.expect(true.B)
       c.clock.step()
-      c.io.tmemC.wen.expect(true.B)
+      c.io.tmemC.cWen.expect(true.B)
-      c.io.tmemC.waddr.expect((warp0TmemA / fragBytes).U)
+      c.io.tmemC.cWaddr.expect((warp0TmemA / fragBytes).U)
       stepTmem(c, tmem)
       c.clock.step()
 
@@ -324,8 +334,8 @@ class TensorCoreBlackwellExtendedTest extends AnyFlatSpec with ChiselScalatestTe
       c.io.initiate.valid.poke(false.B)
       c.io.reqC.valid.expect(true.B)
       c.clock.step()
-      c.io.tmemC.wen.expect(true.B)
+      c.io.tmemC.cWen.expect(true.B)
-      c.io.tmemC.waddr.expect((warp3TmemA / fragBytes).U)
+      c.io.tmemC.cWaddr.expect((warp3TmemA / fragBytes).U)
       stepTmem(c, tmem)
       c.clock.step()
 

src/test/scala/radiance/TensorCoreBlackwellTest.scala

@@ -25,7 +25,11 @@ class TensorCoreBlackwellTest extends AnyFlatSpec with ChiselScalatestTester {
     c.io.reqB.ready.poke(false.B)
     c.io.respC.poke(0.U)
     c.io.writeback.ready.poke(false.B)
-    c.io.tmemC.rdata.poke(0.U)
+    c.io.tmemC.aRready.poke(true.B)
+    c.io.tmemC.aRdata.poke(0.U)
+    c.io.tmemC.cRready.poke(true.B)
+    c.io.tmemC.cRdata.poke(0.U)
+    c.io.tmemC.cWready.poke(true.B)
   }
 
   private def packWords(words: Seq[BigInt], width: Int): BigInt = {
@@ -38,15 +42,19 @@ class TensorCoreBlackwellTest extends AnyFlatSpec with ChiselScalatestTester {
   // Simple TMEM model: address → 256-bit row
   private def makeTmem() = mutable.Map[BigInt, BigInt]().withDefaultValue(BigInt(0))
 
-  // Drive tmemC read response from model, handle write
+  // Drive TMEM read responses from model, handle C-port writes.
   private def stepTmem(c: TensorCoreBlackwell, tmem: mutable.Map[BigInt, BigInt]): Unit = {
-    if (c.io.tmemC.ren.peek().litToBoolean) {
+    if (c.io.tmemC.aRen.peek().litToBoolean) {
-      val addr = c.io.tmemC.raddr.peek().litValue
+      val addr = c.io.tmemC.aRaddr.peek().litValue
-      c.io.tmemC.rdata.poke(tmem(addr).U)
+      c.io.tmemC.aRdata.poke(tmem(addr).U)
     }
-    if (c.io.tmemC.wen.peek().litToBoolean) {
+    if (c.io.tmemC.cRen.peek().litToBoolean) {
-      val addr = c.io.tmemC.waddr.peek().litValue
+      val addr = c.io.tmemC.cRaddr.peek().litValue
-      tmem(addr) = c.io.tmemC.wdata.peek().litValue
+      c.io.tmemC.cRdata.poke(tmem(addr).U)
+    }
+    if (c.io.tmemC.cWen.peek().litToBoolean) {
+      val addr = c.io.tmemC.cWaddr.peek().litValue
+      tmem(addr) = c.io.tmemC.cWdata.peek().litValue
     }
   }
 
@@ -65,19 +73,19 @@ class TensorCoreBlackwellTest extends AnyFlatSpec with ChiselScalatestTester {
       c.io.initiate.bits.rd.poke(3.U)
       c.io.initiate.bits.addressA.poke(tmemAddr.U)
       c.io.writeback.ready.poke(true.B)
-      c.io.tmemC.rdata.poke(testData.U)
+      c.io.tmemC.cRdata.poke(testData.U)
       c.clock.step()
       c.io.initiate.valid.poke(false.B)
       c.io.initiate.ready.expect(false.B)
 
       // ldReq: tmemC.ren asserted; rdata must be valid before next step
-      c.io.tmemC.ren.expect(true.B)
+      c.io.tmemC.cRen.expect(true.B)
-      c.io.tmemC.raddr.expect((tmemAddr / fragBytes).U)
+      c.io.tmemC.cRaddr.expect((tmemAddr / fragBytes).U)
-      c.io.tmemC.rdata.poke(testData.U)
+      c.io.tmemC.cRdata.poke(testData.U)
       c.clock.step()
 
       // waitWb: wbValid gets set this cycle, step to let it register
-      c.io.tmemC.rdata.poke(testData.U)
+      c.io.tmemC.cRdata.poke(testData.U)
       c.clock.step()
 
       // idle: writeback.valid now true
@@ -91,6 +99,38 @@ class TensorCoreBlackwellTest extends AnyFlatSpec with ChiselScalatestTester {
     }
   }
 
+  it should "tcgen05_ld: support 4-lane 16-byte fragments" in {
+    val lanes = 4
+    test(new TensorCoreBlackwell(numWarps, lanes, half = true, numSourceIds = 4)) { c =>
+      idleIO(c)
+      val fragBytes = 16
+      val tmemAddr = BigInt(0x40)
+      val testData = packWords(Seq.tabulate(lanes)(i => BigInt(0x2000 + i)), 32)
+
+      c.io.initiate.valid.poke(true.B)
+      c.io.initiate.bits.op.poke(4.U) // tcgen05Ld
+      c.io.initiate.bits.wid.poke(0.U)
+      c.io.initiate.bits.rd.poke(3.U)
+      c.io.initiate.bits.addressA.poke(tmemAddr.U)
+      c.io.writeback.ready.poke(true.B)
+      c.clock.step()
+      c.io.initiate.valid.poke(false.B)
+
+      c.io.tmemC.cRen.expect(true.B)
+      c.io.tmemC.cRaddr.expect((tmemAddr / fragBytes).U)
+      c.io.tmemC.cRdata.poke(testData.U)
+      c.clock.step()
+      c.io.tmemC.cRdata.poke(testData.U)
+      c.clock.step()
+
+      c.io.writeback.valid.expect(true.B)
+      c.io.writeback.bits.rd.expect(3.U)
+      for (i <- 0 until lanes) {
+        c.io.writeback.bits.data(i).expect((0x2000 + i).U)
+      }
+    }
+  }
+
   it should "tcgen05_st: write from respC to TMEM" in {
     test(new TensorCoreBlackwell(numWarps, numLanes, half = true, numSourceIds = 4)) { c =>
       idleIO(c)
@@ -114,9 +154,9 @@ class TensorCoreBlackwellTest extends AnyFlatSpec with ChiselScalatestTester {
       c.clock.step()
 
       // stWrite: tmemC.wen asserted with storeData
-      c.io.tmemC.wen.expect(true.B)
+      c.io.tmemC.cWen.expect(true.B)
-      c.io.tmemC.waddr.expect((tmemAddr / fragBytes).U)
+      c.io.tmemC.cWaddr.expect((tmemAddr / fragBytes).U)
-      c.io.tmemC.wdata.expect(storeData.U)
+      c.io.tmemC.cWdata.expect(storeData.U)
       c.clock.step()
       c.io.initiate.ready.expect(true.B)
     }
@@ -151,9 +191,9 @@ class TensorCoreBlackwellTest extends AnyFlatSpec with ChiselScalatestTester {
       c.io.respA.bits.data.poke(cpData.U)
 
       // tmemC write happens combinatorially when respA fires
-      c.io.tmemC.wen.expect(true.B)
+      c.io.tmemC.cWen.expect(true.B)
-      c.io.tmemC.waddr.expect((tmemAddr / fragBytes).U)
+      c.io.tmemC.cWaddr.expect((tmemAddr / fragBytes).U)
-      c.io.tmemC.wdata.expect(cpData.U)
+      c.io.tmemC.cWdata.expect(cpData.U)
       c.clock.step()
       c.io.initiate.ready.expect(true.B)
     }
@@ -172,14 +212,16 @@ class TensorCoreBlackwellTest extends AnyFlatSpec with ChiselScalatestTester {
       c.io.initiate.bits.addressA.poke(tmemAddr.U)
       c.io.initiate.bits.addressB.poke(gmemAddr.U)
       c.io.reqA.ready.poke(true.B)
-      c.io.tmemC.rdata.poke(cbData.U)
+      c.io.tmemC.cRdata.poke(cbData.U)
       c.clock.step()
       c.io.initiate.valid.poke(false.B)
       c.io.initiate.ready.expect(false.B)
 
       // cbRead: tmemC.ren asserted
-      c.io.tmemC.ren.expect(true.B)
+      c.io.tmemC.cRen.expect(true.B)
-      c.io.tmemC.raddr.expect((tmemAddr / fragBytes).U)
+      c.io.tmemC.cRaddr.expect((tmemAddr / fragBytes).U)
+      c.clock.step()
+      c.io.tmemC.cRdata.poke(cbData.U)
       c.clock.step()
       c.io.initiate.ready.expect(false.B)