fix: configure tensor DPU precision by architecture

radiance.mk

@@ -17,14 +17,14 @@ RADIANCE_VSRC_DIR = $(base_dir)/generators/radiance/src/main/resources/vsrc
 ifeq ($(shell echo $(CONFIG) | grep -E "SynConfig$$"),$(CONFIG))
     EXTRA_SIM_PREPROC_DEFINES += +define+SYNTHESIS +define+NDEBUG +define+DPI_DISABLE
 endif
-ifeq ($(shell echo $(CONFIG) | grep -E "FP16Config$$"),$(CONFIG))
-    EXTRA_SIM_PREPROC_DEFINES += +define+NUM_CORES=8
+ifeq ($(shell echo $(CONFIG) | grep -E "(FP16|Volta|Ampere)Config$$"),$(CONFIG))
+    EXTRA_SIM_PREPROC_DEFINES += +define+NUM_CORES=1 +define+TENSOR_DPU_FP16
 endif
 ifeq ($(shell echo $(CONFIG) | grep -E "HopperConfig$$"),$(CONFIG))
-    EXTRA_SIM_PREPROC_DEFINES += +define+NUM_CORES=4 +define+EXT_T_HOPPER
+    EXTRA_SIM_PREPROC_DEFINES += +define+NUM_CORES=1 +define+EXT_T_HOPPER +define+TENSOR_DPU_FP16
 endif
 ifeq ($(shell echo $(CONFIG) | grep -E "BlackwellConfig$$"),$(CONFIG))
-    EXTRA_SIM_PREPROC_DEFINES += +define+NUM_CORES=4 +define+EXT_T_BLACKWELL
+    EXTRA_SIM_PREPROC_DEFINES += +define+NUM_CORES=1 +define+EXT_T_BLACKWELL +define+TENSOR_DPU_FP16
 endif
 ifeq ($(shell echo $(CONFIG) | grep -E "FlashConfig$$"),$(CONFIG))
     EXTRA_SIM_PREPROC_DEFINES += +define+NUM_CORES=4

src/main/scala/radiance/core/TensorCoreDecoupled.scala

@@ -47,8 +47,16 @@ class TensorCoreDecoupled(
     val numSourceIds: Int = 16,
     val numFPRegs: Int = 32
 ) extends Module {
+  require(numLanes == 4 || numLanes == 8,
+    s"Hopper tensor core supports 4 or 8 lanes, got ${numLanes}")
   val tilingParams =
-    if (half) TensorTilingParams.fp16 else TensorTilingParams.fp32
+    if (half && numLanes == 4) {
+      TensorTilingParams(m = 16, n = 16, k = 32, mc = 4, nc = 2, kc = 8)
+    } else if (half) {
+      TensorTilingParams.fp16
+    } else {
+      TensorTilingParams.fp32
+    }
   val numWarpBits = log2Ceil(numWarps)
   val wordSize = if (half) 2 else 4
   val wordSizeInBits = wordSize * 8/*bits*/
@@ -127,7 +135,8 @@ class TensorCoreDecoupled(
   // or [0,n/2), where 2 is the stride can be read in a single request size.
   require(tilingParams.m == tilingParams.n,
           "currently only supports square SMEM tile")
-  val numIndices = tilingParams.m / 2/*FIXME:hardcoded?*/
+  val fragmentBytes = memWidth / 8
+  val numIndices = (tilingParams.m * tilingParams.kc * wordSize) / fragmentBytes
   val indexBits = log2Ceil(numIndices)
   val lastIndex = (1 << indexBits) - 1
 
@@ -345,8 +354,10 @@ class TensorCoreDecoupled(
 
   // serialize every two B responses into one full 4x4 B tile
   // FIXME: do the same for A
+  val numBFragmentsPerTile =
+    (tilingParams.nc * tilingParams.kc * wordSize) / fragmentBytes
   val fullB = Module(new FillBuffer(
-    chiselTypeOf(respQueueB.bits.data), 2/*substeps*/
+    chiselTypeOf(respQueueB.bits.data), numBFragmentsPerTile
   ))
   fullB.io.enq.valid := respQueueB.valid
   fullB.io.enq.bits := respQueueB.bits.data
@@ -524,10 +535,13 @@ class TensorCoreDecoupled(
   // select the correct 4x4 tile from A operand buffer
   val numTilesM = tilingParams.m / tilingParams.mc
   val numTilesMBits = log2Ceil(numTilesM)
+  val numAFragmentsPerTile =
+    (tilingParams.mc * tilingParams.kc * wordSize) / fragmentBytes
   def selectOperandA(buf: Vec[UInt]): UInt = {
     require(buf.length == numIndices)
     val stepM = stepCompute & ((1 << numTilesMBits) - 1).U
-    Cat(buf((stepM << 1) + 1.U), buf(stepM << 1))
+    val base = stepM * numAFragmentsPerTile.U
+    Cat((0 until numAFragmentsPerTile).reverse.map(i => buf(base + i.U)))
   }
   val operandA = selectOperandA(fullABuf.io.deq.bits.data)
   val operandATag = fullABuf.io.deq.bits.tag

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

@@ -764,13 +764,14 @@ class RadianceTileModuleImp(outer: RadianceTile)
     }
 
     def connectTensor = {
+      core.io.tc_tmem_C_rdata := DontCare
       if (outer.radianceParams.core.tensorCoreDecoupled) {
         val tcb0 = new {
           val addr = core.io.tc_a_bits_address(31, 0)
           val tag = core.io.tc_a_bits_tag(outer.tensorTagWidth - 1, 0)
           val write = core.io.tc_a_bits_write(0)
-          val mask = core.io.tc_a_bits_mask(31, 0)
-          val data = core.io.tc_a_bits_data(255, 0)
+          val mask = core.io.tc_a_bits_mask(outer.tcSmemSize - 1, 0)
+          val data = core.io.tc_a_bits_data(outer.tcSmemSize * 8 - 1, 0)
           val aValid = core.io.tc_a_valid(0)
           val dReady = core.io.tc_d_ready(0)
         }
@@ -778,8 +779,8 @@ class RadianceTileModuleImp(outer: RadianceTile)
           val addr = core.io.tc_a_bits_address(63, 32)
           val tag = core.io.tc_a_bits_tag(4 + outer.tensorTagWidth - 1, 4)
           val write = core.io.tc_a_bits_write(1)
-          val mask = core.io.tc_a_bits_mask(63, 32)
-          val data = core.io.tc_a_bits_data(511, 256)
+          val mask = core.io.tc_a_bits_mask(2 * outer.tcSmemSize - 1, outer.tcSmemSize)
+          val data = core.io.tc_a_bits_data(2 * outer.tcSmemSize * 8 - 1, outer.tcSmemSize * 8)
           val aValid = core.io.tc_a_valid(1)
           val dReady = core.io.tc_d_ready(1)
         }
@@ -789,8 +790,8 @@ class RadianceTileModuleImp(outer: RadianceTile)
           val adapter = Module(
             new VortexTLAdapter(
               outer.smemSourceWidth,
-              new VortexBundleA(tagWidth = outer.tensorTagWidth, dataWidth = 32 * 8),
-              new VortexBundleD(tagWidth = outer.tensorTagWidth, dataWidth = 32 * 8),
+              new VortexBundleA(tagWidth = outer.tensorTagWidth, dataWidth = outer.tcSmemSize * 8),
+              new VortexBundleD(tagWidth = outer.tensorTagWidth, dataWidth = outer.tcSmemSize * 8),
               client
             )
           )
@@ -800,7 +801,7 @@ class RadianceTileModuleImp(outer: RadianceTile)
           adapter.io.inReq.valid := bundle.aValid
           adapter.io.inReq.bits.address := bundle.addr
           adapter.io.inReq.bits.source := bundle.tag
-          adapter.io.inReq.bits.size := 5.U // 256 bits
+          adapter.io.inReq.bits.size := log2Ceil(outer.tcSmemSize).U
           adapter.io.inReq.bits.opcode := Mux(bundle.write.asBool, TLMessages.PutFullData, TLMessages.Get)
           adapter.io.inReq.bits.mask := bundle.mask
           adapter.io.inReq.bits.data := bundle.data
@@ -812,7 +813,7 @@ class RadianceTileModuleImp(outer: RadianceTile)
         }
         core.io.tc_a_ready := Cat(0.U(1.W), adapters.last.io.inReq.ready, adapters.head.io.inReq.ready)
         core.io.tc_d_valid := Cat(0.U(1.W), adapters.last.io.inResp.valid, adapters.head.io.inResp.valid)
-        core.io.tc_d_bits_data := Cat(0.U((32 * 8).W), adapters.last.io.inResp.bits.data, adapters.head.io.inResp.bits.data)
+        core.io.tc_d_bits_data := Cat(0.U((outer.tcSmemSize * 8).W), adapters.last.io.inResp.bits.data, adapters.head.io.inResp.bits.data)
         core.io.tc_d_bits_tag := Cat(0.U(outer.tensorTagWidth.W), adapters.last.io.inResp.bits.source, adapters.head.io.inResp.bits.source)
         require(core.io.tc_d_bits_data.widthOption.get == adapters.head.io.inResp.bits.data.widthOption.get * 3)
         require(core.io.tc_d_bits_tag.widthOption.get == adapters.head.io.inResp.bits.source.widthOption.get * 3)