[NVPTX] Lower stmatrix intrinsics to PTX (llvm#148561)

Lower stmatrix intrinsics defined in llvm#148377 to PTX. See [PTX
Doc](https://docs.nvidia.com/cuda/parallel-thread-execution/index.html#warp-level-matrix-store-instruction-stmatrix).

---------

Co-authored-by: peterbell10 <[email protected]>

Author: 2 people

llvm/include/llvm/IR/IntrinsicsNVVM.td

@@ -331,6 +331,11 @@ class WMMA_REGS<string Geom, string Frag, string PtxEltType> {
     !eq(gf,"m8n16:x2") : !listsplat(llvm_i32_ty, 2),
     !eq(gf,"m8n16:x4") : !listsplat(llvm_i32_ty, 4),
 
+    // stmatrix b8 -> s32 @ m16n8
+    !eq(gf,"m16n8:x1") : !listsplat(llvm_i32_ty, 1),
+    !eq(gf,"m16n8:x2") : !listsplat(llvm_i32_ty, 2),
+    !eq(gf,"m16n8:x4") : !listsplat(llvm_i32_ty, 4),
+
   );
 }
 
@@ -403,6 +408,17 @@ class LDMATRIX_NAME<WMMA_REGS Frag, int Trans> {
                   !subst("llvm.", "int_", intr));
 }
 
+class STMATRIX_NAME<WMMA_REGS Frag, int Trans> {
+  string intr = "llvm.nvvm.stmatrix.sync.aligned"
+                # "." # Frag.geom
+                # "." # Frag.frag
+                # !if(Trans, ".trans", "")
+                # "." # Frag.ptx_elt_type
+                ;
+  string record = !subst(".", "_",
+                  !subst("llvm.", "int_", intr));
+}
+
 // Generates list of 4-tuples of WMMA_REGS representing a valid MMA op.
 //   Geom: list of supported geometries.
 //   TypeN: PTX type of the corresponding fragment's element.
@@ -443,6 +459,16 @@ class LDMATRIX_OPS<list<string> Geom, list<string> Frags, list<string> Types> {
    list<string> ops = !foreach(x, ret, x.gft);
 }
 
+class STMATRIX_OPS<list<string> Geom, list<string> Frags, list<string> Types> {
+  list<WMMA_REGS> ret =
+     !foldl([]<WMMA_REGS>, Geom, t1, geom, !listconcat(t1,
+     !foldl([]<WMMA_REGS>, Frags, t2, frag, !listconcat(t2,
+     !foldl([]<WMMA_REGS>, Types, t3, type, !listconcat(t3,
+            [WMMA_REGS<geom, frag, type>]))))));
+   // Debugging aid for readable representation of the list above.
+   list<string> ops = !foreach(x, ret, x.gft);
+}
+
 // Creates list of valid combinations of fragments. This is the main list that
 // drives generation of corresponding intrinsics and instructions.
 class NVVM_MMA_OPS {
@@ -537,9 +563,18 @@ class NVVM_MMA_OPS {
   list<WMMA_REGS> ldmatrix_geom_m8n16_ops = LDMATRIX_OPS<
     ["m8n16"], ["x1", "x2", "x4"], ["b8x16.b6x16_p32", "b8x16.b4x16_p64"]>.ret;
 
+  list<WMMA_REGS> stmatrix_b16_ops = STMATRIX_OPS<
+    ["m8n8"], ["x1", "x2", "x4"], ["b16"]>.ret;
+
+  list<WMMA_REGS> stmatrix_b8_ops = STMATRIX_OPS<
+    ["m16n8"], ["x1", "x2", "x4"], ["b8"]>.ret;
+
   list<WMMA_REGS> all_ldmatrix_ops = !listconcat(ldmatrix_b16_ops,
                                                  ldmatrix_geom_m16n16_ops,
                                                  ldmatrix_geom_m8n16_ops);
+
+  list<WMMA_REGS> all_stmatrix_ops = !listconcat(stmatrix_b16_ops,
+                                                 stmatrix_b8_ops);
 }
 
 def NVVM_MMA_OPS : NVVM_MMA_OPS;
@@ -680,6 +715,19 @@ class NVVM_LDMATRIX_SUPPORTED<WMMA_REGS frag, bit trans> {
   );
 }
 
+// Returns true if the fragment is valid for stmatrix ops is supported;
+// false otherwise.
+class NVVM_STMATRIX_SUPPORTED<WMMA_REGS frag, bit trans> {
+  string g = frag.geom;
+  string t = frag.ptx_elt_type;
+
+  bit ret = !cond(
+    !and(!eq(g, "m8n8"), !eq(t, "b16")): true,
+    !and(!eq(g, "m16n8"), !eq(t, "b8"), !eq(trans, 1)): true,
+    true: false
+  );
+}
+
 class SHFL_INFO<bit sync, string mode, string type, bit return_pred> {
   string Suffix = !if(sync, "sync_", "")
                   # mode # "_"
@@ -1969,6 +2017,23 @@ foreach transposed = [0, 1] in {
   }
 }
 
+// STMATRIX
+class NVVM_STMATRIX<WMMA_REGS Frag, int Transposed>
+  : Intrinsic<[],
+          !listconcat([llvm_anyptr_ty], Frag.regs),
+          [IntrWriteMem, IntrArgMemOnly, IntrNoCallback,
+           WriteOnly<ArgIndex<0>>, NoCapture<ArgIndex<0>>],
+          STMATRIX_NAME<Frag, Transposed>.intr>;
+
+foreach transposed = [0, 1] in {
+  foreach frag = NVVM_MMA_OPS.all_stmatrix_ops in {
+    if NVVM_STMATRIX_SUPPORTED<frag, transposed>.ret then {
+      def STMATRIX_NAME<frag, transposed>.record
+        : NVVM_STMATRIX<frag, transposed>;
+    }
+  }
+}
+
 // MAPA
 let IntrProperties = [IntrNoMem, IntrSpeculatable, NoCapture<ArgIndex<0>>] in {
   def int_nvvm_mapa

llvm/lib/Target/NVPTX/NVPTXISelLowering.cpp

@@ -4006,7 +4006,10 @@ bool NVPTXTargetLowering::getTgtMemIntrinsic(
   case Intrinsic::nvvm_wmma_m8n8k32_store_d_s32_col:
   case Intrinsic::nvvm_wmma_m8n8k32_store_d_s32_col_stride:
   case Intrinsic::nvvm_wmma_m8n8k32_store_d_s32_row:
-  case Intrinsic::nvvm_wmma_m8n8k32_store_d_s32_row_stride: {
+  case Intrinsic::nvvm_wmma_m8n8k32_store_d_s32_row_stride:
+  case Intrinsic::nvvm_stmatrix_sync_aligned_m8n8_x2_b16:
+  case Intrinsic::nvvm_stmatrix_sync_aligned_m8n8_x2_trans_b16:
+  case Intrinsic::nvvm_stmatrix_sync_aligned_m16n8_x2_trans_b8: {
     Info.opc = ISD::INTRINSIC_VOID;
     Info.memVT = MVT::v2i32;
     Info.ptrVal = I.getArgOperand(0);
@@ -4029,6 +4032,30 @@ bool NVPTXTargetLowering::getTgtMemIntrinsic(
     return true;
   }
 
+  case Intrinsic::nvvm_stmatrix_sync_aligned_m8n8_x1_b16:
+  case Intrinsic::nvvm_stmatrix_sync_aligned_m8n8_x1_trans_b16:
+  case Intrinsic::nvvm_stmatrix_sync_aligned_m16n8_x1_trans_b8: {
+    Info.opc = ISD::INTRINSIC_VOID;
+    Info.memVT = MVT::i32;
+    Info.ptrVal = I.getArgOperand(0);
+    Info.offset = 0;
+    Info.flags = MachineMemOperand::MOStore;
+    Info.align = Align(4);
+    return true;
+  }
+
+  case Intrinsic::nvvm_stmatrix_sync_aligned_m8n8_x4_b16:
+  case Intrinsic::nvvm_stmatrix_sync_aligned_m8n8_x4_trans_b16:
+  case Intrinsic::nvvm_stmatrix_sync_aligned_m16n8_x4_trans_b8: {
+    Info.opc = ISD::INTRINSIC_VOID;
+    Info.memVT = MVT::v4i32;
+    Info.ptrVal = I.getArgOperand(0);
+    Info.offset = 0;
+    Info.flags = MachineMemOperand::MOStore;
+    Info.align = Align(16);
+    return true;
+  }
+
   case Intrinsic::nvvm_atomic_add_gen_f_cta:
   case Intrinsic::nvvm_atomic_add_gen_f_sys:
   case Intrinsic::nvvm_atomic_add_gen_i_cta:

llvm/lib/Target/NVPTX/NVPTXIntrinsics.td

@@ -4758,7 +4758,14 @@ class WMMA_REGINFO<WMMA_REGS r, string op>
 
     !and(!eq(op, "ldmatrix"),
          !eq(ptx_elt_type, "b8x16.b4x16_p64"),
-         !eq(geom, "m8n16")) : [hasSM<100>, hasArchAccelFeatures, hasPTX<86>]);
+         !eq(geom, "m8n16")) : [hasSM<100>, hasArchAccelFeatures, hasPTX<86>],
+
+    !and(!eq(op, "stmatrix"),!eq(ptx_elt_type, "b16"),
+         !eq(geom, "m8n8")) : [hasSM<90>, hasPTX<78>],
+
+    !and(!eq(op, "stmatrix"),
+         !eq(ptx_elt_type, "b8"),
+         !eq(geom, "m16n8")) : [hasSM<100>, hasArchAccelFeatures, hasPTX<86>]);
 
   // template DAGs for instruction inputs/output.
   dag Outs = !dag(outs, ptx_regs, reg_names);
@@ -5039,6 +5046,42 @@ defset list<WMMA_INSTR> LDMATRIXs  = {
   } // transposed
 } // defset
 
+//
+// stmatrix.sync.aligned.m8n8[|.trans][|.shared].b16
+//
+class STMATRIX<WMMA_REGINFO Frag, bit Transposed, string Space>
+  : WMMA_INSTR<STMATRIX_NAME<Frag, Transposed>.record, [!con((ins ADDR:$dst), Frag.Ins)]>,
+    Requires<Frag.Predicates> {
+  // Build PatFrag that only matches particular address space.
+  dag PFOperands = !con((ops node:$dst),
+                        !dag(ops, !listsplat(node, !size(Frag.regs)), Frag.reg_names));
+  PatFrag IntrFrag = PatFrag<PFOperands,
+                             !foreach(tmp, PFOperands, !subst(ops, Intr, tmp)),
+                             !cond(!eq(Space, ".shared"): AS_match.shared,
+                                   true: AS_match.generic)>;
+  // Build AS-constrained pattern.
+  let IntrinsicPattern = BuildPatternPF<IntrFrag, Args>.ret;
+  let OutOperandList = (outs);
+  let InOperandList = !con(Args, (ins MmaCode:$ptx));
+  let AsmString = "stmatrix.sync.aligned."
+                  # Frag.geom
+                  # "." # Frag.frag
+                  # !if(Transposed, ".trans", "")
+                  # Space
+                  # "." # Frag.ptx_elt_type
+                  # " [$dst], " # Frag.regstring # ";";
+}
+
+// Create all stmatrix variants
+defset list<WMMA_INSTR> STMATRIXs = {
+  foreach transposed = [false, true] in {foreach space = [".shared", ""] in {
+      foreach frag = NVVM_MMA_OPS.all_stmatrix_ops in
+        if NVVM_STMATRIX_SUPPORTED<frag, transposed>.ret then
+          def : STMATRIX<WMMA_REGINFO<frag, "stmatrix">, transposed, space>;
+    } // space
+  } // transposed
+} // defset
+
 // Constructing non-flat DAGs is still a pain. I can't !subst a dag node with a
 // dag, so the ptx.version must be appended *after* foreach replaces 'ins' with
 // the instruction record.
@@ -5049,7 +5092,7 @@ class MMA_PAT<WMMA_INSTR wi>
         Requires<wi.Predicates>;
 
 // Build intrinsic->instruction patterns for all MMA instructions.
-foreach mma = !listconcat(MMAs, WMMAs, MMA_LDSTs, LDMATRIXs) in
+foreach mma = !listconcat(MMAs, WMMAs, MMA_LDSTs, LDMATRIXs, STMATRIXs) in
   def : MMA_PAT<mma>;
 
 multiclass MAPA<string suffix, Intrinsic Intr> {

llvm/test/CodeGen/NVPTX/wmma-ptx78-sm90.py

@@ -0,0 +1,14 @@
+# Check all variants of instructions supported by PTX78 on SM90
+# RUN: %python %s --ptx=78 --gpu-arch=90 --aa > %t-ptx78-sm_90.ll
+# RUN: FileCheck %t-ptx78-sm_90.ll < %t-ptx78-sm_90.ll \
+# RUN:           --check-prefixes=PTX78STMATRIX-DAG
+# RUN: llc < %t-ptx78-sm_90.ll -mtriple=nvptx64 -mcpu=sm_90 -mattr=+ptx78 \
+# RUN:           | FileCheck %t-ptx78-sm_90.ll
+# RUN: %if ptxas-12.7 %{                                                  \
+# RUN: llc < %t-ptx78-sm_90.ll -mtriple=nvptx64 -mcpu=sm_90 -mattr=+ptx78 \
+# RUN:           | %ptxas-verify -arch=sm_90                              \
+# RUN: %}
+
+import wmma
+
+wmma.main()

llvm/test/CodeGen/NVPTX/wmma-ptx86-sm100a.py

@@ -1,9 +1,7 @@
 # Check all variants of instructions supported by PTX86 on SM100a
 # RUN: %python %s --ptx=86 --gpu-arch=100 --aa > %t-ptx86-sm_100a.ll
 # RUN: FileCheck %t-ptx86-sm_100a.ll < %t-ptx86-sm_100a.ll \
-# RUN:           --check-prefixes=PTX86LDMATRIX-DAG
-# RUN: FileCheck %t-ptx86-sm_100a.ll < %t-ptx86-sm_100a.ll \
-# RUN:           --check-prefixes=PTX86LDMATRIX-DAG
+# RUN:           --check-prefixes=PTX86LDMATRIX-DAG,PTX86STMATRIX-DAG
 # RUN: llc < %t-ptx86-sm_100a.ll -mtriple=nvptx64 -mcpu=sm_100a -mattr=+ptx86 \
 # RUN:           | FileCheck %t-ptx86-sm_100a.ll
 # RUN: %if ptxas-12.7 %{                                                  \

llvm/test/CodeGen/NVPTX/wmma-ptx86-sm101a.py

@@ -1,9 +1,7 @@
 # Check all variants of instructions supported by PTX86 on SM101a
 # RUN: %python %s --ptx=86 --gpu-arch=101 --aa > %t-ptx86-sm_101a.ll
 # RUN: FileCheck %t-ptx86-sm_101a.ll < %t-ptx86-sm_101a.ll \
-# RUN:           --check-prefixes=PTX86LDMATRIX-DAG
-# RUN: FileCheck %t-ptx86-sm_101a.ll < %t-ptx86-sm_101a.ll \
-# RUN:           --check-prefixes=PTX86LDMATRIX-DAG
+# RUN:           --check-prefixes=PTX86LDMATRIX-DAG,PTX86STMATRIX-DAG
 # RUN: llc < %t-ptx86-sm_101a.ll -mtriple=nvptx64 -mcpu=sm_101a -mattr=+ptx86 \
 # RUN:           | FileCheck %t-ptx86-sm_101a.ll
 # RUN: %if ptxas-12.7 %{                                                  \

llvm/test/CodeGen/NVPTX/wmma-ptx86-sm120a.py

@@ -1,9 +1,7 @@
 # Check all variants of instructions supported by PTX86 on SM120a
 # RUN: %python %s --ptx=86 --gpu-arch=120 --aa > %t-ptx86-sm_120a.ll
 # RUN: FileCheck %t-ptx86-sm_120a.ll < %t-ptx86-sm_120a.ll \
-# RUN:           --check-prefixes=PTX86LDMATRIX-DAG
-# RUN: FileCheck %t-ptx86-sm_120a.ll < %t-ptx86-sm_120a.ll \
-# RUN:           --check-prefixes=PTX86LDMATRIX-DAG
+# RUN:           --check-prefixes=PTX86LDMATRIX-DAG,PTX86STMATRIX-DAG
 # RUN: llc < %t-ptx86-sm_120a.ll -mtriple=nvptx64 -mcpu=sm_120a -mattr=+ptx86 \
 # RUN:           | FileCheck %t-ptx86-sm_120a.ll
 # RUN: %if ptxas-12.7 %{                                                  \