diff --git a/cranelift/codegen/src/isa/x64/inst/args.rs b/cranelift/codegen/src/isa/x64/inst/args.rs
index 4542f3386de7..817e7f830c8d 100644
--- a/cranelift/codegen/src/isa/x64/inst/args.rs
+++ b/cranelift/codegen/src/isa/x64/inst/args.rs
@@ -550,6 +550,8 @@ pub enum SseOpcode {
     Punpcklbw,
     Pxor,
     Rcpss,
+    Roundps,
+    Roundpd,
     Roundss,
     Roundsd,
     Rsqrtss,
@@ -729,6 +731,8 @@ impl SseOpcode {
             | SseOpcode::Pmovzxdq
             | SseOpcode::Pmulld
             | SseOpcode::Ptest
+            | SseOpcode::Roundps
+            | SseOpcode::Roundpd
             | SseOpcode::Roundss
             | SseOpcode::Roundsd => SSE41,
 
@@ -890,6 +894,8 @@ impl fmt::Debug for SseOpcode {
             SseOpcode::Punpcklbw => "punpcklbw",
             SseOpcode::Pxor => "pxor",
             SseOpcode::Rcpss => "rcpss",
+            SseOpcode::Roundps => "roundps",
+            SseOpcode::Roundpd => "roundpd",
             SseOpcode::Roundss => "roundss",
             SseOpcode::Roundsd => "roundsd",
             SseOpcode::Rsqrtss => "rsqrtss",
@@ -1238,6 +1244,20 @@ impl From<FloatCC> for FcmpImm {
     }
 }
 
+/// Encode the rounding modes used as part of the Rounding Control field.
+pub(crate) enum RoundImm {
+    RoundNearest = 0x00,
+    RoundDown = 0x01,
+    RoundUp = 0x02,
+    RoundZero = 0x03,
+}
+
+impl RoundImm {
+    pub(crate) fn encode(self) -> u8 {
+        self as u8
+    }
+}
+
 /// An operand's size in bits.
 #[derive(Clone, Copy, PartialEq)]
 pub enum OperandSize {
diff --git a/cranelift/codegen/src/isa/x64/inst/emit.rs b/cranelift/codegen/src/isa/x64/inst/emit.rs
index 56ecc0e8432a..c0d94d2ab63b 100644
--- a/cranelift/codegen/src/isa/x64/inst/emit.rs
+++ b/cranelift/codegen/src/isa/x64/inst/emit.rs
@@ -1981,6 +1981,8 @@ pub(crate) fn emit(
                 SseOpcode::Pextrw => (LegacyPrefixes::_66, 0x0FC5, 2),
                 SseOpcode::Pextrd => (LegacyPrefixes::_66, 0x0F3A16, 3),
                 SseOpcode::Pshufd => (LegacyPrefixes::_66, 0x0F70, 2),
+                SseOpcode::Roundps => (LegacyPrefixes::_66, 0x0F3A08, 3),
+                SseOpcode::Roundpd => (LegacyPrefixes::_66, 0x0F3A09, 3),
                 _ => unimplemented!("Opcode {:?} not implemented", op),
             };
             let rex = if *is64 {
diff --git a/cranelift/codegen/src/isa/x64/inst/emit_tests.rs b/cranelift/codegen/src/isa/x64/inst/emit_tests.rs
index fb9f0c1c07db..bda26e3f27dc 100644
--- a/cranelift/codegen/src/isa/x64/inst/emit_tests.rs
+++ b/cranelift/codegen/src/isa/x64/inst/emit_tests.rs
@@ -3505,6 +3505,27 @@ fn test_x64_emit() {
         "palignr $3, %xmm1, %xmm9",
     ));
 
+    insns.push((
+        Inst::xmm_rm_r_imm(SseOpcode::Roundps, RegMem::reg(xmm7), w_xmm8, 3, false),
+        "66440F3A08C703",
+        "roundps $3, %xmm7, %xmm8",
+    ));
+    insns.push((
+        Inst::xmm_rm_r_imm(SseOpcode::Roundpd, RegMem::reg(xmm10), w_xmm7, 2, false),
+        "66410F3A09FA02",
+        "roundpd $2, %xmm10, %xmm7",
+    ));
+    insns.push((
+        Inst::xmm_rm_r_imm(SseOpcode::Roundps, RegMem::reg(xmm4), w_xmm8, 1, false),
+        "66440F3A08C401",
+        "roundps $1, %xmm4, %xmm8",
+    ));
+    insns.push((
+        Inst::xmm_rm_r_imm(SseOpcode::Roundpd, RegMem::reg(xmm15), w_xmm15, 0, false),
+        "66450F3A09FF00",
+        "roundpd $0, %xmm15, %xmm15",
+    ));
+
     // ========================================================
     // Pertaining to atomics.
     let am1: SyntheticAmode = Amode::imm_reg_reg_shift(321, r10, rdx, 2).into();
diff --git a/cranelift/codegen/src/isa/x64/lower.rs b/cranelift/codegen/src/isa/x64/lower.rs
index 09ded3c94882..30cd1b4d2da9 100644
--- a/cranelift/codegen/src/isa/x64/lower.rs
+++ b/cranelift/codegen/src/isa/x64/lower.rs
@@ -3207,22 +3207,45 @@ fn lower_insn_to_regs<C: LowerCtx<I = Inst>>(
 
             // Lower to VM calls when there's no access to SSE4.1.
             let ty = ty.unwrap();
-            let libcall = match (ty, op) {
-                (types::F32, Opcode::Ceil) => LibCall::CeilF32,
-                (types::F64, Opcode::Ceil) => LibCall::CeilF64,
-                (types::F32, Opcode::Floor) => LibCall::FloorF32,
-                (types::F64, Opcode::Floor) => LibCall::FloorF64,
-                (types::F32, Opcode::Nearest) => LibCall::NearestF32,
-                (types::F64, Opcode::Nearest) => LibCall::NearestF64,
-                (types::F32, Opcode::Trunc) => LibCall::TruncF32,
-                (types::F64, Opcode::Trunc) => LibCall::TruncF64,
-                _ => panic!(
-                    "unexpected type/opcode {:?}/{:?} in Ceil/Floor/Nearest/Trunc",
-                    ty, op
-                ),
-            };
-
-            emit_vm_call(ctx, flags, triple, libcall, insn, inputs, outputs)?;
+            if !ty.is_vector() {
+                let libcall = match (op, ty) {
+                    (Opcode::Ceil, types::F32) => LibCall::CeilF32,
+                    (Opcode::Ceil, types::F64) => LibCall::CeilF64,
+                    (Opcode::Floor, types::F32) => LibCall::FloorF32,
+                    (Opcode::Floor, types::F64) => LibCall::FloorF64,
+                    (Opcode::Nearest, types::F32) => LibCall::NearestF32,
+                    (Opcode::Nearest, types::F64) => LibCall::NearestF64,
+                    (Opcode::Trunc, types::F32) => LibCall::TruncF32,
+                    (Opcode::Trunc, types::F64) => LibCall::TruncF64,
+                    _ => panic!(
+                        "unexpected type/opcode {:?}/{:?} in Ceil/Floor/Nearest/Trunc",
+                        ty, op
+                    ),
+                };
+                emit_vm_call(ctx, flags, triple, libcall, insn, inputs, outputs)?;
+            } else {
+                let (op, mode) = match (op, ty) {
+                    (Opcode::Ceil, types::F32X4) => (SseOpcode::Roundps, RoundImm::RoundUp),
+                    (Opcode::Ceil, types::F64X2) => (SseOpcode::Roundpd, RoundImm::RoundUp),
+                    (Opcode::Floor, types::F32X4) => (SseOpcode::Roundps, RoundImm::RoundDown),
+                    (Opcode::Floor, types::F64X2) => (SseOpcode::Roundpd, RoundImm::RoundDown),
+                    (Opcode::Trunc, types::F32X4) => (SseOpcode::Roundps, RoundImm::RoundZero),
+                    (Opcode::Trunc, types::F64X2) => (SseOpcode::Roundpd, RoundImm::RoundZero),
+                    (Opcode::Nearest, types::F32X4) => (SseOpcode::Roundps, RoundImm::RoundNearest),
+                    (Opcode::Nearest, types::F64X2) => (SseOpcode::Roundpd, RoundImm::RoundNearest),
+                    _ => panic!("Unknown op/ty combination (vector){:?}", ty),
+                };
+                let src = put_input_in_reg(ctx, inputs[0]);
+                let dst = get_output_reg(ctx, outputs[0]);
+                ctx.emit(Inst::gen_move(dst, src, ty));
+                ctx.emit(Inst::xmm_rm_r_imm(
+                    op,
+                    RegMem::reg(dst.to_reg()),
+                    dst,
+                    mode.encode(),
+                    false,
+                ));
+            }
         }
 
         Opcode::Load