diff --git a/llvm/lib/Target/X86/CMakeLists.txt b/llvm/lib/Target/X86/CMakeLists.txt
--- a/llvm/lib/Target/X86/CMakeLists.txt
+++ b/llvm/lib/Target/X86/CMakeLists.txt
@@ -32,6 +32,7 @@
   X86CmovConversion.cpp
   X86DomainReassignment.cpp
   X86DiscriminateMemOps.cpp
+  X86LowerTileCopy.cpp
   X86LowerAMXType.cpp
   X86TileConfig.cpp
   X86PreTileConfig.cpp
diff --git a/llvm/lib/Target/X86/X86.h b/llvm/lib/Target/X86/X86.h
--- a/llvm/lib/Target/X86/X86.h
+++ b/llvm/lib/Target/X86/X86.h
@@ -76,10 +76,15 @@
 /// Return a pass that expands WinAlloca pseudo-instructions.
 FunctionPass *createX86WinAllocaExpander();
 
+/// Return a pass that config the tile registers.
 FunctionPass *createX86TileConfigPass();
 
+/// Return a pass that insert pseudo tile config instruction.
 FunctionPass *createX86PreTileConfigPass();
 
+/// Return a pass that lower the tile copy instruction.
+FunctionPass *createX86LowerTileCopyPass();
+
 /// Return a pass that inserts int3 at the end of the function if it ends with a
 /// CALL instruction. The pass does the same for each funclet as well. This
 /// ensures that the open interval of function start and end PCs contains all
@@ -169,6 +174,7 @@
 void initializeX86PreTileConfigPass(PassRegistry &);
 void initializeX86TileConfigPass(PassRegistry &);
 void initializeX86LowerAMXTypeLegacyPassPass(PassRegistry &);
+void initializeX86LowerTileCopyPass(PassRegistry &);
 
 namespace X86AS {
 enum : unsigned {
diff --git a/llvm/lib/Target/X86/X86LowerTileCopy.cpp b/llvm/lib/Target/X86/X86LowerTileCopy.cpp
new file mode 100644
--- /dev/null
+++ b/llvm/lib/Target/X86/X86LowerTileCopy.cpp
@@ -0,0 +1,132 @@
+//===-- X86LowerTileCopy.cpp - Expand Tile Copy Instructions---------------===//
+//
+// Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions.
+// See https://llvm.org/LICENSE.txt for license information.
+// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
+//
+//===----------------------------------------------------------------------===//
+//
+// This file defines the pass which lower AMX tile copy instructions. Since
+// there is no tile copy instruction, we need store tile register to stack
+// and load from stack to another tile register. We need extra GR to hold
+// the stride, and we need stack slot to hold the tile data register.
+// We would run this pass after copy propagation, so that we don't miss copy
+// optimization. And we would run this pass before prolog/epilog insertion,
+// so that we can allocate stack slot.
+//
+//===----------------------------------------------------------------------===//
+
+#include "X86.h"
+#include "X86InstrBuilder.h"
+#include "X86InstrInfo.h"
+#include "X86Subtarget.h"
+#include "llvm/CodeGen/MachineBasicBlock.h"
+#include "llvm/CodeGen/MachineFrameInfo.h"
+#include "llvm/CodeGen/MachineFunction.h"
+#include "llvm/CodeGen/MachineFunctionPass.h"
+#include "llvm/CodeGen/MachineInstr.h"
+#include "llvm/CodeGen/MachineInstrBuilder.h"
+#include "llvm/CodeGen/MachineOperand.h"
+#include "llvm/CodeGen/Passes.h"
+#include "llvm/IR/DebugLoc.h"
+#include "llvm/InitializePasses.h"
+#include "llvm/Support/Debug.h"
+
+using namespace llvm;
+
+#define DEBUG_TYPE "x86-lower-tile-copy"
+
+namespace {
+
+class X86LowerTileCopy : public MachineFunctionPass {
+public:
+  static char ID;
+
+  X86LowerTileCopy() : MachineFunctionPass(ID) {}
+
+  void getAnalysisUsage(AnalysisUsage &AU) const override;
+
+  bool runOnMachineFunction(MachineFunction &MF) override;
+
+  StringRef getPassName() const override { return "X86 Lower Tile Copy"; }
+};
+
+} // namespace
+
+char X86LowerTileCopy::ID = 0;
+
+INITIALIZE_PASS_BEGIN(X86LowerTileCopy, "lowertilecopy", "Tile Copy Lowering",
+                      false, false)
+INITIALIZE_PASS_END(X86LowerTileCopy, "lowertilecopy", "Tile Copy Lowering",
+                    false, false)
+
+void X86LowerTileCopy::getAnalysisUsage(AnalysisUsage &AU) const {
+  AU.setPreservesAll();
+  MachineFunctionPass::getAnalysisUsage(AU);
+}
+
+FunctionPass *llvm::createX86LowerTileCopyPass() {
+  return new X86LowerTileCopy();
+}
+
+bool X86LowerTileCopy::runOnMachineFunction(MachineFunction &MF) {
+  const X86Subtarget &ST = MF.getSubtarget<X86Subtarget>();
+  const X86InstrInfo *TII = ST.getInstrInfo();
+  bool Changed = false;
+
+  for (MachineBasicBlock &MBB : MF) {
+    for (MachineBasicBlock::iterator MII = MBB.begin(), MIE = MBB.end();
+         MII != MIE;) {
+      MachineInstr &MI = *MII++;
+      if (!MI.isCopy())
+        continue;
+      MachineOperand &DstMO = MI.getOperand(0);
+      MachineOperand &SrcMO = MI.getOperand(1);
+      Register SrcReg = SrcMO.getReg();
+      Register DstReg = DstMO.getReg();
+      if (!X86::TILERegClass.contains(DstReg, SrcReg))
+        continue;
+
+      const TargetRegisterInfo *TRI = ST.getRegisterInfo();
+      // Allocate stack slot for tile register
+      unsigned Size = TRI->getSpillSize(X86::TILERegClass);
+      Align Alignment = TRI->getSpillAlign(X86::TILERegClass);
+      int TileSS = MF.getFrameInfo().CreateSpillStackObject(Size, Alignment);
+      // Allocate stack slot for stride register
+      Size = TRI->getSpillSize(X86::GR64RegClass);
+      Alignment = TRI->getSpillAlign(X86::GR64RegClass);
+      int StrideSS = MF.getFrameInfo().CreateSpillStackObject(Size, Alignment);
+
+      // TODO: Pick a killed regiter to avoid save/reload. There is problem
+      // to get live interval in this stage.
+      Register GR64Cand = X86::RAX;
+
+      const DebugLoc &DL = MI.getDebugLoc();
+      // mov %rax (%sp)
+      BuildMI(MBB, MI, DL, TII->get(X86::IMPLICIT_DEF), GR64Cand);
+      addFrameReference(BuildMI(MBB, MI, DL, TII->get(X86::MOV64mr)), StrideSS)
+          .addReg(GR64Cand);
+      // mov 64 %rax
+      BuildMI(MBB, MI, DL, TII->get(X86::MOV64ri), GR64Cand).addImm(64);
+      // tilestored %tmm, (%sp, %idx)
+      unsigned Opc = X86::TILESTORED;
+      MachineInstr *NewMI =
+          addFrameReference(BuildMI(MBB, MI, DL, TII->get(Opc)), TileSS)
+              .addReg(SrcReg, getKillRegState(SrcMO.isKill()));
+      MachineOperand &MO = NewMI->getOperand(2);
+      MO.setReg(GR64Cand);
+      MO.setIsKill(true);
+      // tileloadd (%sp, %idx), %tmm
+      Opc = X86::TILELOADD;
+      NewMI = addFrameReference(BuildMI(MBB, MI, DL, TII->get(Opc), DstReg),
+                                TileSS);
+      // restore %rax
+      // mov (%sp) %rax
+      addFrameReference(BuildMI(MBB, MI, DL, TII->get(X86::MOV64rm), GR64Cand),
+                        StrideSS);
+      MI.eraseFromParent();
+      Changed = true;
+    }
+  }
+  return Changed;
+}
diff --git a/llvm/lib/Target/X86/X86RegisterInfo.cpp b/llvm/lib/Target/X86/X86RegisterInfo.cpp
--- a/llvm/lib/Target/X86/X86RegisterInfo.cpp
+++ b/llvm/lib/Target/X86/X86RegisterInfo.cpp
@@ -875,6 +875,12 @@
   default:
     llvm_unreachable("Unexpected machine instruction on tile register!");
     break;
+  case X86::COPY: {
+    Register SrcReg = MI->getOperand(1).getReg();
+    ShapeT Shape = getTileShape(SrcReg, VRM, MRI);
+    VRM->assignVirt2Shape(VirtReg, Shape);
+    return Shape;
+  }
   // We only collect the tile shape that is defined.
   case X86::PTILELOADDV:
   case X86::PTDPBSSDV:
diff --git a/llvm/lib/Target/X86/X86TargetMachine.cpp b/llvm/lib/Target/X86/X86TargetMachine.cpp
--- a/llvm/lib/Target/X86/X86TargetMachine.cpp
+++ b/llvm/lib/Target/X86/X86TargetMachine.cpp
@@ -73,6 +73,7 @@
   initializeX86CallFrameOptimizationPass(PR);
   initializeX86CmovConverterPassPass(PR);
   initializeX86TileConfigPass(PR);
+  initializeX86LowerTileCopyPass(PR);
   initializeX86ExpandPseudoPass(PR);
   initializeX86ExecutionDomainFixPass(PR);
   initializeX86DomainReassignmentPass(PR);
@@ -508,6 +509,7 @@
 }
 
 void X86PassConfig::addPostRegAlloc() {
+  addPass(createX86LowerTileCopyPass());
   addPass(createX86FloatingPointStackifierPass());
   // When -O0 is enabled, the Load Value Injection Hardening pass will fall back
   // to using the Speculative Execution Side Effect Suppression pass for
diff --git a/llvm/test/CodeGen/X86/AMX/amx-lower-tile-copy.ll b/llvm/test/CodeGen/X86/AMX/amx-lower-tile-copy.ll
new file mode 100644
--- /dev/null
+++ b/llvm/test/CodeGen/X86/AMX/amx-lower-tile-copy.ll
@@ -0,0 +1,181 @@
+; NOTE: Assertions have been autogenerated by utils/update_llc_test_checks.py
+; RUN: llc < %s -mtriple=x86_64-unknown-unknown -mattr=+amx-int8 -mattr=+avx512f -verify-machineinstrs | FileCheck %s
+
+define dso_local void @test1(i8 *%buf) nounwind {
+; CHECK-LABEL: test1:
+; CHECK:       # %bb.0: # %entry
+; CHECK-NEXT:    pushq %rbp
+; CHECK-NEXT:    pushq %r15
+; CHECK-NEXT:    pushq %r14
+; CHECK-NEXT:    pushq %rbx
+; CHECK-NEXT:    subq $4056, %rsp # imm = 0xFD8
+; CHECK-NEXT:    vpxord %zmm0, %zmm0, %zmm0
+; CHECK-NEXT:    vmovdqu64 %zmm0, {{[0-9]+}}(%rsp)
+; CHECK-NEXT:    movb $1, {{[0-9]+}}(%rsp)
+; CHECK-NEXT:    movb $8, {{[0-9]+}}(%rsp)
+; CHECK-NEXT:    movw $8, {{[0-9]+}}(%rsp)
+; CHECK-NEXT:    movb $8, {{[0-9]+}}(%rsp)
+; CHECK-NEXT:    movw $8, {{[0-9]+}}(%rsp)
+; CHECK-NEXT:    movb $8, {{[0-9]+}}(%rsp)
+; CHECK-NEXT:    movw $8, {{[0-9]+}}(%rsp)
+; CHECK-NEXT:    movb $8, {{[0-9]+}}(%rsp)
+; CHECK-NEXT:    movw $8, {{[0-9]+}}(%rsp)
+; CHECK-NEXT:    ldtilecfg {{[0-9]+}}(%rsp)
+; CHECK-NEXT:    movl $64, %eax
+; CHECK-NEXT:    movw $8, %r14w
+; CHECK-NEXT:    tileloadd (%rdi,%rax), %tmm3
+; CHECK-NEXT:    xorl %eax, %eax
+; CHECK-NEXT:    testb %al, %al
+; CHECK-NEXT:    jne .LBB0_3
+; CHECK-NEXT:  # %bb.1: # %loop.header.preheader
+; CHECK-NEXT:    movq %rdi, %rbx
+; CHECK-NEXT:    xorl %ebp, %ebp
+; CHECK-NEXT:    movl $32, %r15d
+; CHECK-NEXT:    .p2align 4, 0x90
+; CHECK-NEXT:  .LBB0_2: # %loop.header
+; CHECK-NEXT:    # =>This Inner Loop Header: Depth=1
+; CHECK-NEXT:    movabsq $64, %rax
+; CHECK-NEXT:    tilestored %tmm3, 2048(%rsp,%rax) # 1024-byte Folded Spill
+; CHECK-NEXT:    vzeroupper
+; CHECK-NEXT:    callq foo
+; CHECK-NEXT:    ldtilecfg {{[0-9]+}}(%rsp)
+; CHECK-NEXT:    movabsq $64, %rax
+; CHECK-NEXT:    tileloadd 2048(%rsp,%rax), %tmm3 # 1024-byte Folded Reload
+; CHECK-NEXT:    tileloadd (%rbx,%r15), %tmm0
+; CHECK-NEXT:    tileloadd (%rbx,%r15), %tmm1
+; CHECK-NEXT:    # implicit-def: $rax
+; CHECK-NEXT:    movq %rax, {{[-0-9]+}}(%r{{[sb]}}p) # 8-byte Spill
+; CHECK-NEXT:    movabsq $64, %rax
+; CHECK-NEXT:    tilestored %tmm3, 1024(%rsp,%rax) # 1024-byte Folded Spill
+; CHECK-NEXT:    tileloadd {{[-0-9]+}}(%r{{[sb]}}p), %tmm2 # 1024-byte Folded Reload
+; CHECK-NEXT:    movq {{[-0-9]+}}(%r{{[sb]}}p), %rax # 8-byte Reload
+; CHECK-NEXT:    tdpbssd %tmm1, %tmm0, %tmm2
+; CHECK-NEXT:    tilestored %tmm2, (%rbx,%r15)
+; CHECK-NEXT:    incl %ebp
+; CHECK-NEXT:    cmpw $100, %bp
+; CHECK-NEXT:    jl .LBB0_2
+; CHECK-NEXT:  .LBB0_3: # %exit
+; CHECK-NEXT:    addq $4056, %rsp # imm = 0xFD8
+; CHECK-NEXT:    popq %rbx
+; CHECK-NEXT:    popq %r14
+; CHECK-NEXT:    popq %r15
+; CHECK-NEXT:    popq %rbp
+; CHECK-NEXT:    tilerelease
+; CHECK-NEXT:    vzeroupper
+; CHECK-NEXT:    retq
+entry:
+  %t1 = tail call x86_amx @llvm.x86.tileloadd64.internal(i16 8, i16 8, i8* %buf, i64 64)
+  br i1 undef, label %loop.header, label %exit
+
+loop.header:
+  %ivphi = phi i16 [0, %entry], [%iv, %loop.latch]
+  call void @foo()
+  br label %loop.body
+
+loop.body:
+  %t2 = tail call x86_amx @llvm.x86.tileloadd64.internal(i16 8, i16 8, i8* %buf, i64 32)
+  %t3 = tail call x86_amx @llvm.x86.tileloadd64.internal(i16 8, i16 8, i8* %buf, i64 32)
+  %t4 = tail call x86_amx @llvm.x86.tdpbssd.internal(i16 8, i16 8, i16 8, x86_amx %t1, x86_amx %t2, x86_amx %t3)
+  tail call void @llvm.x86.tilestored64.internal(i16 8, i16 8, i8* %buf, i64 32, x86_amx %t4)
+  br label %loop.latch
+
+loop.latch:
+  %iv = add i16 %ivphi, 1
+  %c = icmp slt i16 %iv, 100
+  br i1 %c, label %loop.header, label %exit
+
+exit:
+  ret void
+}
+
+define dso_local void @test2(i8 *%buf) nounwind {
+; CHECK-LABEL: test2:
+; CHECK:       # %bb.0: # %entry
+; CHECK-NEXT:    pushq %rbp
+; CHECK-NEXT:    pushq %r15
+; CHECK-NEXT:    pushq %r14
+; CHECK-NEXT:    pushq %rbx
+; CHECK-NEXT:    subq $4056, %rsp # imm = 0xFD8
+; CHECK-NEXT:    vpxord %zmm0, %zmm0, %zmm0
+; CHECK-NEXT:    vmovdqu64 %zmm0, {{[0-9]+}}(%rsp)
+; CHECK-NEXT:    movb $1, {{[0-9]+}}(%rsp)
+; CHECK-NEXT:    movb $8, {{[0-9]+}}(%rsp)
+; CHECK-NEXT:    movw $8, {{[0-9]+}}(%rsp)
+; CHECK-NEXT:    movb $8, {{[0-9]+}}(%rsp)
+; CHECK-NEXT:    movw $8, {{[0-9]+}}(%rsp)
+; CHECK-NEXT:    movb $8, {{[0-9]+}}(%rsp)
+; CHECK-NEXT:    movw $8, {{[0-9]+}}(%rsp)
+; CHECK-NEXT:    movb $8, {{[0-9]+}}(%rsp)
+; CHECK-NEXT:    movw $8, {{[0-9]+}}(%rsp)
+; CHECK-NEXT:    ldtilecfg {{[0-9]+}}(%rsp)
+; CHECK-NEXT:    movw $8, %r14w
+; CHECK-NEXT:    tilezero %tmm3
+; CHECK-NEXT:    xorl %eax, %eax
+; CHECK-NEXT:    testb %al, %al
+; CHECK-NEXT:    jne .LBB1_3
+; CHECK-NEXT:  # %bb.1: # %loop.header.preheader
+; CHECK-NEXT:    movq %rdi, %rbx
+; CHECK-NEXT:    xorl %ebp, %ebp
+; CHECK-NEXT:    movl $32, %r15d
+; CHECK-NEXT:    .p2align 4, 0x90
+; CHECK-NEXT:  .LBB1_2: # %loop.header
+; CHECK-NEXT:    # =>This Inner Loop Header: Depth=1
+; CHECK-NEXT:    movabsq $64, %rax
+; CHECK-NEXT:    tilestored %tmm3, 2048(%rsp,%rax) # 1024-byte Folded Spill
+; CHECK-NEXT:    vzeroupper
+; CHECK-NEXT:    callq foo
+; CHECK-NEXT:    ldtilecfg {{[0-9]+}}(%rsp)
+; CHECK-NEXT:    movabsq $64, %rax
+; CHECK-NEXT:    tileloadd 2048(%rsp,%rax), %tmm3 # 1024-byte Folded Reload
+; CHECK-NEXT:    tileloadd (%rbx,%r15), %tmm0
+; CHECK-NEXT:    tileloadd (%rbx,%r15), %tmm1
+; CHECK-NEXT:    # implicit-def: $rax
+; CHECK-NEXT:    movq %rax, {{[-0-9]+}}(%r{{[sb]}}p) # 8-byte Spill
+; CHECK-NEXT:    movabsq $64, %rax
+; CHECK-NEXT:    tilestored %tmm3, 1024(%rsp,%rax) # 1024-byte Folded Spill
+; CHECK-NEXT:    tileloadd {{[-0-9]+}}(%r{{[sb]}}p), %tmm2 # 1024-byte Folded Reload
+; CHECK-NEXT:    movq {{[-0-9]+}}(%r{{[sb]}}p), %rax # 8-byte Reload
+; CHECK-NEXT:    tdpbssd %tmm1, %tmm0, %tmm2
+; CHECK-NEXT:    tilestored %tmm2, (%rbx,%r15)
+; CHECK-NEXT:    incl %ebp
+; CHECK-NEXT:    cmpw $100, %bp
+; CHECK-NEXT:    jl .LBB1_2
+; CHECK-NEXT:  .LBB1_3: # %exit
+; CHECK-NEXT:    addq $4056, %rsp # imm = 0xFD8
+; CHECK-NEXT:    popq %rbx
+; CHECK-NEXT:    popq %r14
+; CHECK-NEXT:    popq %r15
+; CHECK-NEXT:    popq %rbp
+; CHECK-NEXT:    tilerelease
+; CHECK-NEXT:    vzeroupper
+; CHECK-NEXT:    retq
+entry:
+  %t1 = tail call x86_amx @llvm.x86.tilezero.internal(i16 8, i16 8)
+  br i1 undef, label %loop.header, label %exit
+
+loop.header:
+  %ivphi = phi i16 [0, %entry], [%iv, %loop.latch]
+  call void @foo()
+  br label %loop.body
+
+loop.body:
+  %t2 = tail call x86_amx @llvm.x86.tileloadd64.internal(i16 8, i16 8, i8* %buf, i64 32)
+  %t3 = tail call x86_amx @llvm.x86.tileloadd64.internal(i16 8, i16 8, i8* %buf, i64 32)
+  %t4 = tail call x86_amx @llvm.x86.tdpbssd.internal(i16 8, i16 8, i16 8, x86_amx %t1, x86_amx %t2, x86_amx %t3)
+  tail call void @llvm.x86.tilestored64.internal(i16 8, i16 8, i8* %buf, i64 32, x86_amx %t4)
+  br label %loop.latch
+
+loop.latch:
+  %iv = add i16 %ivphi, 1
+  %c = icmp slt i16 %iv, 100
+  br i1 %c, label %loop.header, label %exit
+
+exit:
+  ret void
+}
+
+declare dso_local void @foo()
+declare x86_amx @llvm.x86.tilezero.internal(i16, i16)
+declare x86_amx @llvm.x86.tileloadd64.internal(i16, i16, i8*, i64)
+declare x86_amx @llvm.x86.tdpbssd.internal(i16, i16, i16, x86_amx, x86_amx, x86_amx)
+declare void @llvm.x86.tilestored64.internal(i16, i16, i8*, i64, x86_amx)
diff --git a/llvm/test/CodeGen/X86/O0-pipeline.ll b/llvm/test/CodeGen/X86/O0-pipeline.ll
--- a/llvm/test/CodeGen/X86/O0-pipeline.ll
+++ b/llvm/test/CodeGen/X86/O0-pipeline.ll
@@ -45,6 +45,7 @@
 ; CHECK-NEXT:       Eliminate PHI nodes for register allocation
 ; CHECK-NEXT:       Two-Address instruction pass
 ; CHECK-NEXT:       Fast Register Allocator
+; CHECK-NEXT:       X86 Lower Tile Copy
 ; CHECK-NEXT:       Bundle Machine CFG Edges
 ; CHECK-NEXT:       X86 FP Stackifier
 ; CHECK-NEXT:       Fixup Statepoint Caller Saved
diff --git a/llvm/test/CodeGen/X86/opt-pipeline.ll b/llvm/test/CodeGen/X86/opt-pipeline.ll
--- a/llvm/test/CodeGen/X86/opt-pipeline.ll
+++ b/llvm/test/CodeGen/X86/opt-pipeline.ll
@@ -145,6 +145,7 @@
 ; CHECK-NEXT:       Stack Slot Coloring
 ; CHECK-NEXT:       Machine Copy Propagation Pass
 ; CHECK-NEXT:       Machine Loop Invariant Code Motion
+; CHECK-NEXT:       X86 Lower Tile Copy
 ; CHECK-NEXT:       Bundle Machine CFG Edges
 ; CHECK-NEXT:       X86 FP Stackifier
 ; CHECK-NEXT:       MachineDominator Tree Construction