// RUN: mlir-translate --mlir-to-llvmir %s | FileCheck %s // CHECK-LABEL: @nvvm_mxf8f6f4_sp_blockscale_mma_e2m1_e2m1 llvm.func @nvvm_mxf8f6f4_sp_blockscale_mma_e2m1_e2m1( %a0: i32, %a1: i32, %a2: i32, %a3: i32, %b0: i32, %b1: i32, %b2: i32, %b3: i32, %c0: f32, %c1: f32, %c2: f32, %c3: f32, %meta: i32, %scaleA0: i32, %scaleA1: i16, %scaleA2: i16, %scaleB0: i32, %scaleB1: i16, %scaleB2: i16) -> !llvm.struct<(f32, f32, f32, f32)> { %sel = llvm.mlir.constant(0 : i32) : i32 // CHECK: call { float, float, float, float } @llvm.nvvm.mma.sp.ordered.metadata.block.scale.m16n8k64.row.col.mxf8f6f4.scale.1x.f32.e2m1.e2m1.f32.ue8m0(i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, float {{%[0-9]+}}, float {{%[0-9]+}}, float {{%[0-9]+}}, float {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 0, i32 {{%[0-9]+}}, i16 {{%[0-9]+}}, i16 {{%[0-9]+}}, i32 {{%[0-9]+}}, i16 {{%[0-9]+}}, i16 {{%[0-9]+}}) %res = nvvm.mma.sp.block_scale A[%a0, %a1, %a2, %a3] B[%b0, %b1, %b2, %b3] C[%c0, %c1, %c2, %c3] sparseMetadata[%meta] selector[%sel] scaleA[%scaleA0, %scaleA1, %scaleA2] scaleB[%scaleB0, %scaleB1, %scaleB2] {blockScaleFormat = #nvvm.block_scale_format, kind = #nvvm.block_scale_kind, multiplicandAPtxType = #nvvm.mma_type, multiplicandBPtxType = #nvvm.mma_type, orderedMetadata, scaleVecSize = #nvvm.scale_vec_size, shape = #nvvm.shape} : (i32, i32, f32) -> !llvm.struct<(f32, f32, f32, f32)> llvm.return %res : !llvm.struct<(f32, f32, f32, f32)> } // CHECK-LABEL: @nvvm_mxf8f6f4_sp_blockscale_mma_e2m1_e2m3 llvm.func @nvvm_mxf8f6f4_sp_blockscale_mma_e2m1_e2m3( %a0: i32, %a1: i32, %a2: i32, %a3: i32, %b0: i32, %b1: i32, %b2: i32, %b3: i32, %c0: f32, %c1: f32, %c2: f32, %c3: f32, %meta: i32, %scaleA0: i32, %scaleA1: i16, %scaleA2: i16, %scaleB0: i32, %scaleB1: i16, %scaleB2: i16) -> !llvm.struct<(f32, f32, f32, f32)> { %sel = llvm.mlir.constant(0 : i32) : i32 // CHECK: call { float, float, float, float } @llvm.nvvm.mma.sp.ordered.metadata.block.scale.m16n8k64.row.col.mxf8f6f4.scale.1x.f32.e2m1.e2m3.f32.ue8m0(i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, float {{%[0-9]+}}, float {{%[0-9]+}}, float {{%[0-9]+}}, float {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 0, i32 {{%[0-9]+}}, i16 {{%[0-9]+}}, i16 {{%[0-9]+}}, i32 {{%[0-9]+}}, i16 {{%[0-9]+}}, i16 {{%[0-9]+}}) %res = nvvm.mma.sp.block_scale A[%a0, %a1, %a2, %a3] B[%b0, %b1, %b2, %b3] C[%c0, %c1, %c2, %c3] sparseMetadata[%meta] selector[%sel] scaleA[%scaleA0, %scaleA1, %scaleA2] scaleB[%scaleB0, %scaleB1, %scaleB2] {blockScaleFormat = #nvvm.block_scale_format, kind = #nvvm.block_scale_kind, multiplicandAPtxType = #nvvm.mma_type, multiplicandBPtxType = #nvvm.mma_type, orderedMetadata, scaleVecSize = #nvvm.scale_vec_size, shape = #nvvm.shape} : (i32, i32, f32) -> !llvm.struct<(f32, f32, f32, f32)> llvm.return %res : !llvm.struct<(f32, f32, f32, f32)> } // CHECK-LABEL: @nvvm_mxf8f6f4_sp_blockscale_mma_e2m1_e3m2 llvm.func @nvvm_mxf8f6f4_sp_blockscale_mma_e2m1_e3m2( %a0: i32, %a1: i32, %a2: i32, %a3: i32, %b0: i32, %b1: i32, %b2: i32, %b3: i32, %c0: f32, %c1: f32, %c2: f32, %c3: f32, %meta: i32, %scaleA0: i32, %scaleA1: i16, %scaleA2: i16, %scaleB0: i32, %scaleB1: i16, %scaleB2: i16) -> !llvm.struct<(f32, f32, f32, f32)> { %sel = llvm.mlir.constant(0 : i32) : i32 // CHECK: call { float, float, float, float } @llvm.nvvm.mma.sp.ordered.metadata.block.scale.m16n8k64.row.col.mxf8f6f4.scale.1x.f32.e2m1.e3m2.f32.ue8m0(i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, float {{%[0-9]+}}, float {{%[0-9]+}}, float {{%[0-9]+}}, float {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 0, i32 {{%[0-9]+}}, i16 {{%[0-9]+}}, i16 {{%[0-9]+}}, i32 {{%[0-9]+}}, i16 {{%[0-9]+}}, i16 {{%[0-9]+}}) %res = nvvm.mma.sp.block_scale A[%a0, %a1, %a2, %a3] B[%b0, %b1, %b2, %b3] C[%c0, %c1, %c2, %c3] sparseMetadata[%meta] selector[%sel] scaleA[%scaleA0, %scaleA1, %scaleA2] scaleB[%scaleB0, %scaleB1, %scaleB2] {blockScaleFormat = #nvvm.block_scale_format, kind = #nvvm.block_scale_kind, multiplicandAPtxType = #nvvm.mma_type, multiplicandBPtxType = #nvvm.mma_type, orderedMetadata, scaleVecSize = #nvvm.scale_vec_size, shape = #nvvm.shape} : (i32, i32, f32) -> !llvm.struct<(f32, f32, f32, f32)> llvm.return %res : !llvm.struct<(f32, f32, f32, f32)> } // CHECK-LABEL: @nvvm_mxf8f6f4_sp_blockscale_mma_e2m1_e4m3 llvm.func @nvvm_mxf8f6f4_sp_blockscale_mma_e2m1_e4m3( %a0: i32, %a1: i32, %a2: i32, %a3: i32, %b0: i32, %b1: i32, %b2: i32, %b3: i32, %c0: f32, %c1: f32, %c2: f32, %c3: f32, %meta: i32, %scaleA0: i32, %scaleA1: i16, %scaleA2: i16, %scaleB0: i32, %scaleB1: i16, %scaleB2: i16) -> !llvm.struct<(f32, f32, f32, f32)> { %sel = llvm.mlir.constant(0 : i32) : i32 // CHECK: call { float, float, float, float } @llvm.nvvm.mma.sp.ordered.metadata.block.scale.m16n8k64.row.col.mxf8f6f4.scale.1x.f32.e2m1.e4m3.f32.ue8m0(i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, float {{%[0-9]+}}, float {{%[0-9]+}}, float {{%[0-9]+}}, float {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 0, i32 {{%[0-9]+}}, i16 {{%[0-9]+}}, i16 {{%[0-9]+}}, i32 {{%[0-9]+}}, i16 {{%[0-9]+}}, i16 {{%[0-9]+}}) %res = nvvm.mma.sp.block_scale A[%a0, %a1, %a2, %a3] B[%b0, %b1, %b2, %b3] C[%c0, %c1, %c2, %c3] sparseMetadata[%meta] selector[%sel] scaleA[%scaleA0, %scaleA1, %scaleA2] scaleB[%scaleB0, %scaleB1, %scaleB2] {blockScaleFormat = #nvvm.block_scale_format, kind = #nvvm.block_scale_kind, multiplicandAPtxType = #nvvm.mma_type, multiplicandBPtxType = #nvvm.mma_type, orderedMetadata, scaleVecSize = #nvvm.scale_vec_size, shape = #nvvm.shape} : (i32, i32, f32) -> !llvm.struct<(f32, f32, f32, f32)> llvm.return %res : !llvm.struct<(f32, f32, f32, f32)> } // CHECK-LABEL: @nvvm_mxf8f6f4_sp_blockscale_mma_e2m1_e5m2 llvm.func @nvvm_mxf8f6f4_sp_blockscale_mma_e2m1_e5m2( %a0: i32, %a1: i32, %a2: i32, %a3: i32, %b0: i32, %b1: i32, %b2: i32, %b3: i32, %c0: f32, %c1: f32, %c2: f32, %c3: f32, %meta: i32, %scaleA0: i32, %scaleA1: i16, %scaleA2: i16, %scaleB0: i32, %scaleB1: i16, %scaleB2: i16) -> !llvm.struct<(f32, f32, f32, f32)> { %sel = llvm.mlir.constant(0 : i32) : i32 // CHECK: call { float, float, float, float } @llvm.nvvm.mma.sp.ordered.metadata.block.scale.m16n8k64.row.col.mxf8f6f4.scale.1x.f32.e2m1.e5m2.f32.ue8m0(i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, float {{%[0-9]+}}, float {{%[0-9]+}}, float {{%[0-9]+}}, float {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 0, i32 {{%[0-9]+}}, i16 {{%[0-9]+}}, i16 {{%[0-9]+}}, i32 {{%[0-9]+}}, i16 {{%[0-9]+}}, i16 {{%[0-9]+}}) %res = nvvm.mma.sp.block_scale A[%a0, %a1, %a2, %a3] B[%b0, %b1, %b2, %b3] C[%c0, %c1, %c2, %c3] sparseMetadata[%meta] selector[%sel] scaleA[%scaleA0, %scaleA1, %scaleA2] scaleB[%scaleB0, %scaleB1, %scaleB2] {blockScaleFormat = #nvvm.block_scale_format, kind = #nvvm.block_scale_kind, multiplicandAPtxType = #nvvm.mma_type, multiplicandBPtxType = #nvvm.mma_type, orderedMetadata, scaleVecSize = #nvvm.scale_vec_size, shape = #nvvm.shape} : (i32, i32, f32) -> !llvm.struct<(f32, f32, f32, f32)> llvm.return %res : !llvm.struct<(f32, f32, f32, f32)> } // CHECK-LABEL: @nvvm_mxf8f6f4_sp_blockscale_mma_e2m3_e2m1 llvm.func @nvvm_mxf8f6f4_sp_blockscale_mma_e2m3_e2m1( %a0: i32, %a1: i32, %a2: i32, %a3: i32, %b0: i32, %b1: i32, %b2: i32, %b3: i32, %c0: f32, %c1: f32, %c2: f32, %c3: f32, %meta: i32, %scaleA0: i32, %scaleA1: i16, %scaleA2: i16, %scaleB0: i32, %scaleB1: i16, %scaleB2: i16) -> !llvm.struct<(f32, f32, f32, f32)> { %sel = llvm.mlir.constant(0 : i32) : i32 // CHECK: call { float, float, float, float } @llvm.nvvm.mma.sp.ordered.metadata.block.scale.m16n8k64.row.col.mxf8f6f4.scale.1x.f32.e2m3.e2m1.f32.ue8m0(i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, float {{%[0-9]+}}, float {{%[0-9]+}}, float {{%[0-9]+}}, float {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 0, i32 {{%[0-9]+}}, i16 {{%[0-9]+}}, i16 {{%[0-9]+}}, i32 {{%[0-9]+}}, i16 {{%[0-9]+}}, i16 {{%[0-9]+}}) %res = nvvm.mma.sp.block_scale A[%a0, %a1, %a2, %a3] B[%b0, %b1, %b2, %b3] C[%c0, %c1, %c2, %c3] sparseMetadata[%meta] selector[%sel] scaleA[%scaleA0, %scaleA1, %scaleA2] scaleB[%scaleB0, %scaleB1, %scaleB2] {blockScaleFormat = #nvvm.block_scale_format, kind = #nvvm.block_scale_kind, multiplicandAPtxType = #nvvm.mma_type, multiplicandBPtxType = #nvvm.mma_type, orderedMetadata, scaleVecSize = #nvvm.scale_vec_size, shape = #nvvm.shape} : (i32, i32, f32) -> !llvm.struct<(f32, f32, f32, f32)> llvm.return %res : !llvm.struct<(f32, f32, f32, f32)> } // CHECK-LABEL: @nvvm_mxf8f6f4_sp_blockscale_mma_e2m3_e2m3 llvm.func @nvvm_mxf8f6f4_sp_blockscale_mma_e2m3_e2m3( %a0: i32, %a1: i32, %a2: i32, %a3: i32, %b0: i32, %b1: i32, %b2: i32, %b3: i32, %c0: f32, %c1: f32, %c2: f32, %c3: f32, %meta: i32, %scaleA0: i32, %scaleA1: i16, %scaleA2: i16, %scaleB0: i32, %scaleB1: i16, %scaleB2: i16) -> !llvm.struct<(f32, f32, f32, f32)> { %sel = llvm.mlir.constant(0 : i32) : i32 // CHECK: call { float, float, float, float } @llvm.nvvm.mma.sp.ordered.metadata.block.scale.m16n8k64.row.col.mxf8f6f4.scale.1x.f32.e2m3.e2m3.f32.ue8m0(i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, float {{%[0-9]+}}, float {{%[0-9]+}}, float {{%[0-9]+}}, float {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 0, i32 {{%[0-9]+}}, i16 {{%[0-9]+}}, i16 {{%[0-9]+}}, i32 {{%[0-9]+}}, i16 {{%[0-9]+}}, i16 {{%[0-9]+}}) %res = nvvm.mma.sp.block_scale A[%a0, %a1, %a2, %a3] B[%b0, %b1, %b2, %b3] C[%c0, %c1, %c2, %c3] sparseMetadata[%meta] selector[%sel] scaleA[%scaleA0, %scaleA1, %scaleA2] scaleB[%scaleB0, %scaleB1, %scaleB2] {blockScaleFormat = #nvvm.block_scale_format, kind = #nvvm.block_scale_kind, multiplicandAPtxType = #nvvm.mma_type, multiplicandBPtxType = #nvvm.mma_type, orderedMetadata, scaleVecSize = #nvvm.scale_vec_size, shape = #nvvm.shape} : (i32, i32, f32) -> !llvm.struct<(f32, f32, f32, f32)> llvm.return %res : !llvm.struct<(f32, f32, f32, f32)> } // CHECK-LABEL: @nvvm_mxf8f6f4_sp_blockscale_mma_e2m3_e3m2 llvm.func @nvvm_mxf8f6f4_sp_blockscale_mma_e2m3_e3m2( %a0: i32, %a1: i32, %a2: i32, %a3: i32, %b0: i32, %b1: i32, %b2: i32, %b3: i32, %c0: f32, %c1: f32, %c2: f32, %c3: f32, %meta: i32, %scaleA0: i32, %scaleA1: i16, %scaleA2: i16, %scaleB0: i32, %scaleB1: i16, %scaleB2: i16) -> !llvm.struct<(f32, f32, f32, f32)> { %sel = llvm.mlir.constant(0 : i32) : i32 // CHECK: call { float, float, float, float } @llvm.nvvm.mma.sp.ordered.metadata.block.scale.m16n8k64.row.col.mxf8f6f4.scale.1x.f32.e2m3.e3m2.f32.ue8m0(i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, float {{%[0-9]+}}, float {{%[0-9]+}}, float {{%[0-9]+}}, float {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 0, i32 {{%[0-9]+}}, i16 {{%[0-9]+}}, i16 {{%[0-9]+}}, i32 {{%[0-9]+}}, i16 {{%[0-9]+}}, i16 {{%[0-9]+}}) %res = nvvm.mma.sp.block_scale A[%a0, %a1, %a2, %a3] B[%b0, %b1, %b2, %b3] C[%c0, %c1, %c2, %c3] sparseMetadata[%meta] selector[%sel] scaleA[%scaleA0, %scaleA1, %scaleA2] scaleB[%scaleB0, %scaleB1, %scaleB2] {blockScaleFormat = #nvvm.block_scale_format, kind = #nvvm.block_scale_kind, multiplicandAPtxType = #nvvm.mma_type, multiplicandBPtxType = #nvvm.mma_type, orderedMetadata, scaleVecSize = #nvvm.scale_vec_size, shape = #nvvm.shape} : (i32, i32, f32) -> !llvm.struct<(f32, f32, f32, f32)> llvm.return %res : !llvm.struct<(f32, f32, f32, f32)> } // CHECK-LABEL: @nvvm_mxf8f6f4_sp_blockscale_mma_e2m3_e4m3 llvm.func @nvvm_mxf8f6f4_sp_blockscale_mma_e2m3_e4m3( %a0: i32, %a1: i32, %a2: i32, %a3: i32, %b0: i32, %b1: i32, %b2: i32, %b3: i32, %c0: f32, %c1: f32, %c2: f32, %c3: f32, %meta: i32, %scaleA0: i32, %scaleA1: i16, %scaleA2: i16, %scaleB0: i32, %scaleB1: i16, %scaleB2: i16) -> !llvm.struct<(f32, f32, f32, f32)> { %sel = llvm.mlir.constant(0 : i32) : i32 // CHECK: call { float, float, float, float } @llvm.nvvm.mma.sp.ordered.metadata.block.scale.m16n8k64.row.col.mxf8f6f4.scale.1x.f32.e2m3.e4m3.f32.ue8m0(i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, float {{%[0-9]+}}, float {{%[0-9]+}}, float {{%[0-9]+}}, float {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 0, i32 {{%[0-9]+}}, i16 {{%[0-9]+}}, i16 {{%[0-9]+}}, i32 {{%[0-9]+}}, i16 {{%[0-9]+}}, i16 {{%[0-9]+}}) %res = nvvm.mma.sp.block_scale A[%a0, %a1, %a2, %a3] B[%b0, %b1, %b2, %b3] C[%c0, %c1, %c2, %c3] sparseMetadata[%meta] selector[%sel] scaleA[%scaleA0, %scaleA1, %scaleA2] scaleB[%scaleB0, %scaleB1, %scaleB2] {blockScaleFormat = #nvvm.block_scale_format, kind = #nvvm.block_scale_kind, multiplicandAPtxType = #nvvm.mma_type, multiplicandBPtxType = #nvvm.mma_type, orderedMetadata, scaleVecSize = #nvvm.scale_vec_size, shape = #nvvm.shape} : (i32, i32, f32) -> !llvm.struct<(f32, f32, f32, f32)> llvm.return %res : !llvm.struct<(f32, f32, f32, f32)> } // CHECK-LABEL: @nvvm_mxf8f6f4_sp_blockscale_mma_e2m3_e5m2 llvm.func @nvvm_mxf8f6f4_sp_blockscale_mma_e2m3_e5m2( %a0: i32, %a1: i32, %a2: i32, %a3: i32, %b0: i32, %b1: i32, %b2: i32, %b3: i32, %c0: f32, %c1: f32, %c2: f32, %c3: f32, %meta: i32, %scaleA0: i32, %scaleA1: i16, %scaleA2: i16, %scaleB0: i32, %scaleB1: i16, %scaleB2: i16) -> !llvm.struct<(f32, f32, f32, f32)> { %sel = llvm.mlir.constant(0 : i32) : i32 // CHECK: call { float, float, float, float } @llvm.nvvm.mma.sp.ordered.metadata.block.scale.m16n8k64.row.col.mxf8f6f4.scale.1x.f32.e2m3.e5m2.f32.ue8m0(i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, float {{%[0-9]+}}, float {{%[0-9]+}}, float {{%[0-9]+}}, float {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 0, i32 {{%[0-9]+}}, i16 {{%[0-9]+}}, i16 {{%[0-9]+}}, i32 {{%[0-9]+}}, i16 {{%[0-9]+}}, i16 {{%[0-9]+}}) %res = nvvm.mma.sp.block_scale A[%a0, %a1, %a2, %a3] B[%b0, %b1, %b2, %b3] C[%c0, %c1, %c2, %c3] sparseMetadata[%meta] selector[%sel] scaleA[%scaleA0, %scaleA1, %scaleA2] scaleB[%scaleB0, %scaleB1, %scaleB2] {blockScaleFormat = #nvvm.block_scale_format, kind = #nvvm.block_scale_kind, multiplicandAPtxType = #nvvm.mma_type, multiplicandBPtxType = #nvvm.mma_type, orderedMetadata, scaleVecSize = #nvvm.scale_vec_size, shape = #nvvm.shape} : (i32, i32, f32) -> !llvm.struct<(f32, f32, f32, f32)> llvm.return %res : !llvm.struct<(f32, f32, f32, f32)> } // CHECK-LABEL: @nvvm_mxf8f6f4_sp_blockscale_mma_e3m2_e2m1 llvm.func @nvvm_mxf8f6f4_sp_blockscale_mma_e3m2_e2m1( %a0: i32, %a1: i32, %a2: i32, %a3: i32, %b0: i32, %b1: i32, %b2: i32, %b3: i32, %c0: f32, %c1: f32, %c2: f32, %c3: f32, %meta: i32, %scaleA0: i32, %scaleA1: i16, %scaleA2: i16, %scaleB0: i32, %scaleB1: i16, %scaleB2: i16) -> !llvm.struct<(f32, f32, f32, f32)> { %sel = llvm.mlir.constant(0 : i32) : i32 // CHECK: call { float, float, float, float } @llvm.nvvm.mma.sp.ordered.metadata.block.scale.m16n8k64.row.col.mxf8f6f4.scale.1x.f32.e3m2.e2m1.f32.ue8m0(i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, float {{%[0-9]+}}, float {{%[0-9]+}}, float {{%[0-9]+}}, float {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 0, i32 {{%[0-9]+}}, i16 {{%[0-9]+}}, i16 {{%[0-9]+}}, i32 {{%[0-9]+}}, i16 {{%[0-9]+}}, i16 {{%[0-9]+}}) %res = nvvm.mma.sp.block_scale A[%a0, %a1, %a2, %a3] B[%b0, %b1, %b2, %b3] C[%c0, %c1, %c2, %c3] sparseMetadata[%meta] selector[%sel] scaleA[%scaleA0, %scaleA1, %scaleA2] scaleB[%scaleB0, %scaleB1, %scaleB2] {blockScaleFormat = #nvvm.block_scale_format, kind = #nvvm.block_scale_kind, multiplicandAPtxType = #nvvm.mma_type, multiplicandBPtxType = #nvvm.mma_type, orderedMetadata, scaleVecSize = #nvvm.scale_vec_size, shape = #nvvm.shape} : (i32, i32, f32) -> !llvm.struct<(f32, f32, f32, f32)> llvm.return %res : !llvm.struct<(f32, f32, f32, f32)> } // CHECK-LABEL: @nvvm_mxf8f6f4_sp_blockscale_mma_e3m2_e2m3 llvm.func @nvvm_mxf8f6f4_sp_blockscale_mma_e3m2_e2m3( %a0: i32, %a1: i32, %a2: i32, %a3: i32, %b0: i32, %b1: i32, %b2: i32, %b3: i32, %c0: f32, %c1: f32, %c2: f32, %c3: f32, %meta: i32, %scaleA0: i32, %scaleA1: i16, %scaleA2: i16, %scaleB0: i32, %scaleB1: i16, %scaleB2: i16) -> !llvm.struct<(f32, f32, f32, f32)> { %sel = llvm.mlir.constant(0 : i32) : i32 // CHECK: call { float, float, float, float } @llvm.nvvm.mma.sp.ordered.metadata.block.scale.m16n8k64.row.col.mxf8f6f4.scale.1x.f32.e3m2.e2m3.f32.ue8m0(i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, float {{%[0-9]+}}, float {{%[0-9]+}}, float {{%[0-9]+}}, float {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 0, i32 {{%[0-9]+}}, i16 {{%[0-9]+}}, i16 {{%[0-9]+}}, i32 {{%[0-9]+}}, i16 {{%[0-9]+}}, i16 {{%[0-9]+}}) %res = nvvm.mma.sp.block_scale A[%a0, %a1, %a2, %a3] B[%b0, %b1, %b2, %b3] C[%c0, %c1, %c2, %c3] sparseMetadata[%meta] selector[%sel] scaleA[%scaleA0, %scaleA1, %scaleA2] scaleB[%scaleB0, %scaleB1, %scaleB2] {blockScaleFormat = #nvvm.block_scale_format, kind = #nvvm.block_scale_kind, multiplicandAPtxType = #nvvm.mma_type, multiplicandBPtxType = #nvvm.mma_type, orderedMetadata, scaleVecSize = #nvvm.scale_vec_size, shape = #nvvm.shape} : (i32, i32, f32) -> !llvm.struct<(f32, f32, f32, f32)> llvm.return %res : !llvm.struct<(f32, f32, f32, f32)> } // CHECK-LABEL: @nvvm_mxf8f6f4_sp_blockscale_mma_e3m2_e3m2 llvm.func @nvvm_mxf8f6f4_sp_blockscale_mma_e3m2_e3m2( %a0: i32, %a1: i32, %a2: i32, %a3: i32, %b0: i32, %b1: i32, %b2: i32, %b3: i32, %c0: f32, %c1: f32, %c2: f32, %c3: f32, %meta: i32, %scaleA0: i32, %scaleA1: i16, %scaleA2: i16, %scaleB0: i32, %scaleB1: i16, %scaleB2: i16) -> !llvm.struct<(f32, f32, f32, f32)> { %sel = llvm.mlir.constant(0 : i32) : i32 // CHECK: call { float, float, float, float } @llvm.nvvm.mma.sp.ordered.metadata.block.scale.m16n8k64.row.col.mxf8f6f4.scale.1x.f32.e3m2.e3m2.f32.ue8m0(i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, float {{%[0-9]+}}, float {{%[0-9]+}}, float {{%[0-9]+}}, float {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 0, i32 {{%[0-9]+}}, i16 {{%[0-9]+}}, i16 {{%[0-9]+}}, i32 {{%[0-9]+}}, i16 {{%[0-9]+}}, i16 {{%[0-9]+}}) %res = nvvm.mma.sp.block_scale A[%a0, %a1, %a2, %a3] B[%b0, %b1, %b2, %b3] C[%c0, %c1, %c2, %c3] sparseMetadata[%meta] selector[%sel] scaleA[%scaleA0, %scaleA1, %scaleA2] scaleB[%scaleB0, %scaleB1, %scaleB2] {blockScaleFormat = #nvvm.block_scale_format, kind = #nvvm.block_scale_kind, multiplicandAPtxType = #nvvm.mma_type, multiplicandBPtxType = #nvvm.mma_type, orderedMetadata, scaleVecSize = #nvvm.scale_vec_size, shape = #nvvm.shape} : (i32, i32, f32) -> !llvm.struct<(f32, f32, f32, f32)> llvm.return %res : !llvm.struct<(f32, f32, f32, f32)> } // CHECK-LABEL: @nvvm_mxf8f6f4_sp_blockscale_mma_e3m2_e4m3 llvm.func @nvvm_mxf8f6f4_sp_blockscale_mma_e3m2_e4m3( %a0: i32, %a1: i32, %a2: i32, %a3: i32, %b0: i32, %b1: i32, %b2: i32, %b3: i32, %c0: f32, %c1: f32, %c2: f32, %c3: f32, %meta: i32, %scaleA0: i32, %scaleA1: i16, %scaleA2: i16, %scaleB0: i32, %scaleB1: i16, %scaleB2: i16) -> !llvm.struct<(f32, f32, f32, f32)> { %sel = llvm.mlir.constant(0 : i32) : i32 // CHECK: call { float, float, float, float } @llvm.nvvm.mma.sp.ordered.metadata.block.scale.m16n8k64.row.col.mxf8f6f4.scale.1x.f32.e3m2.e4m3.f32.ue8m0(i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, float {{%[0-9]+}}, float {{%[0-9]+}}, float {{%[0-9]+}}, float {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 0, i32 {{%[0-9]+}}, i16 {{%[0-9]+}}, i16 {{%[0-9]+}}, i32 {{%[0-9]+}}, i16 {{%[0-9]+}}, i16 {{%[0-9]+}}) %res = nvvm.mma.sp.block_scale A[%a0, %a1, %a2, %a3] B[%b0, %b1, %b2, %b3] C[%c0, %c1, %c2, %c3] sparseMetadata[%meta] selector[%sel] scaleA[%scaleA0, %scaleA1, %scaleA2] scaleB[%scaleB0, %scaleB1, %scaleB2] {blockScaleFormat = #nvvm.block_scale_format, kind = #nvvm.block_scale_kind, multiplicandAPtxType = #nvvm.mma_type, multiplicandBPtxType = #nvvm.mma_type, orderedMetadata, scaleVecSize = #nvvm.scale_vec_size, shape = #nvvm.shape} : (i32, i32, f32) -> !llvm.struct<(f32, f32, f32, f32)> llvm.return %res : !llvm.struct<(f32, f32, f32, f32)> } // CHECK-LABEL: @nvvm_mxf8f6f4_sp_blockscale_mma_e3m2_e5m2 llvm.func @nvvm_mxf8f6f4_sp_blockscale_mma_e3m2_e5m2( %a0: i32, %a1: i32, %a2: i32, %a3: i32, %b0: i32, %b1: i32, %b2: i32, %b3: i32, %c0: f32, %c1: f32, %c2: f32, %c3: f32, %meta: i32, %scaleA0: i32, %scaleA1: i16, %scaleA2: i16, %scaleB0: i32, %scaleB1: i16, %scaleB2: i16) -> !llvm.struct<(f32, f32, f32, f32)> { %sel = llvm.mlir.constant(0 : i32) : i32 // CHECK: call { float, float, float, float } @llvm.nvvm.mma.sp.ordered.metadata.block.scale.m16n8k64.row.col.mxf8f6f4.scale.1x.f32.e3m2.e5m2.f32.ue8m0(i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, float {{%[0-9]+}}, float {{%[0-9]+}}, float {{%[0-9]+}}, float {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 0, i32 {{%[0-9]+}}, i16 {{%[0-9]+}}, i16 {{%[0-9]+}}, i32 {{%[0-9]+}}, i16 {{%[0-9]+}}, i16 {{%[0-9]+}}) %res = nvvm.mma.sp.block_scale A[%a0, %a1, %a2, %a3] B[%b0, %b1, %b2, %b3] C[%c0, %c1, %c2, %c3] sparseMetadata[%meta] selector[%sel] scaleA[%scaleA0, %scaleA1, %scaleA2] scaleB[%scaleB0, %scaleB1, %scaleB2] {blockScaleFormat = #nvvm.block_scale_format, kind = #nvvm.block_scale_kind, multiplicandAPtxType = #nvvm.mma_type, multiplicandBPtxType = #nvvm.mma_type, orderedMetadata, scaleVecSize = #nvvm.scale_vec_size, shape = #nvvm.shape} : (i32, i32, f32) -> !llvm.struct<(f32, f32, f32, f32)> llvm.return %res : !llvm.struct<(f32, f32, f32, f32)> } // CHECK-LABEL: @nvvm_mxf8f6f4_sp_blockscale_mma_e4m3_e2m1 llvm.func @nvvm_mxf8f6f4_sp_blockscale_mma_e4m3_e2m1( %a0: i32, %a1: i32, %a2: i32, %a3: i32, %b0: i32, %b1: i32, %b2: i32, %b3: i32, %c0: f32, %c1: f32, %c2: f32, %c3: f32, %meta: i32, %scaleA0: i32, %scaleA1: i16, %scaleA2: i16, %scaleB0: i32, %scaleB1: i16, %scaleB2: i16) -> !llvm.struct<(f32, f32, f32, f32)> { %sel = llvm.mlir.constant(0 : i32) : i32 // CHECK: call { float, float, float, float } @llvm.nvvm.mma.sp.ordered.metadata.block.scale.m16n8k64.row.col.mxf8f6f4.scale.1x.f32.e4m3.e2m1.f32.ue8m0(i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, float {{%[0-9]+}}, float {{%[0-9]+}}, float {{%[0-9]+}}, float {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 0, i32 {{%[0-9]+}}, i16 {{%[0-9]+}}, i16 {{%[0-9]+}}, i32 {{%[0-9]+}}, i16 {{%[0-9]+}}, i16 {{%[0-9]+}}) %res = nvvm.mma.sp.block_scale A[%a0, %a1, %a2, %a3] B[%b0, %b1, %b2, %b3] C[%c0, %c1, %c2, %c3] sparseMetadata[%meta] selector[%sel] scaleA[%scaleA0, %scaleA1, %scaleA2] scaleB[%scaleB0, %scaleB1, %scaleB2] {blockScaleFormat = #nvvm.block_scale_format, kind = #nvvm.block_scale_kind, multiplicandAPtxType = #nvvm.mma_type, multiplicandBPtxType = #nvvm.mma_type, orderedMetadata, scaleVecSize = #nvvm.scale_vec_size, shape = #nvvm.shape} : (i32, i32, f32) -> !llvm.struct<(f32, f32, f32, f32)> llvm.return %res : !llvm.struct<(f32, f32, f32, f32)> } // CHECK-LABEL: @nvvm_mxf8f6f4_sp_blockscale_mma_e4m3_e2m3 llvm.func @nvvm_mxf8f6f4_sp_blockscale_mma_e4m3_e2m3( %a0: i32, %a1: i32, %a2: i32, %a3: i32, %b0: i32, %b1: i32, %b2: i32, %b3: i32, %c0: f32, %c1: f32, %c2: f32, %c3: f32, %meta: i32, %scaleA0: i32, %scaleA1: i16, %scaleA2: i16, %scaleB0: i32, %scaleB1: i16, %scaleB2: i16) -> !llvm.struct<(f32, f32, f32, f32)> { %sel = llvm.mlir.constant(0 : i32) : i32 // CHECK: call { float, float, float, float } @llvm.nvvm.mma.sp.ordered.metadata.block.scale.m16n8k64.row.col.mxf8f6f4.scale.1x.f32.e4m3.e2m3.f32.ue8m0(i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, float {{%[0-9]+}}, float {{%[0-9]+}}, float {{%[0-9]+}}, float {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 0, i32 {{%[0-9]+}}, i16 {{%[0-9]+}}, i16 {{%[0-9]+}}, i32 {{%[0-9]+}}, i16 {{%[0-9]+}}, i16 {{%[0-9]+}}) %res = nvvm.mma.sp.block_scale A[%a0, %a1, %a2, %a3] B[%b0, %b1, %b2, %b3] C[%c0, %c1, %c2, %c3] sparseMetadata[%meta] selector[%sel] scaleA[%scaleA0, %scaleA1, %scaleA2] scaleB[%scaleB0, %scaleB1, %scaleB2] {blockScaleFormat = #nvvm.block_scale_format, kind = #nvvm.block_scale_kind, multiplicandAPtxType = #nvvm.mma_type, multiplicandBPtxType = #nvvm.mma_type, orderedMetadata, scaleVecSize = #nvvm.scale_vec_size, shape = #nvvm.shape} : (i32, i32, f32) -> !llvm.struct<(f32, f32, f32, f32)> llvm.return %res : !llvm.struct<(f32, f32, f32, f32)> } // CHECK-LABEL: @nvvm_mxf8f6f4_sp_blockscale_mma_e4m3_e3m2 llvm.func @nvvm_mxf8f6f4_sp_blockscale_mma_e4m3_e3m2( %a0: i32, %a1: i32, %a2: i32, %a3: i32, %b0: i32, %b1: i32, %b2: i32, %b3: i32, %c0: f32, %c1: f32, %c2: f32, %c3: f32, %meta: i32, %scaleA0: i32, %scaleA1: i16, %scaleA2: i16, %scaleB0: i32, %scaleB1: i16, %scaleB2: i16) -> !llvm.struct<(f32, f32, f32, f32)> { %sel = llvm.mlir.constant(0 : i32) : i32 // CHECK: call { float, float, float, float } @llvm.nvvm.mma.sp.ordered.metadata.block.scale.m16n8k64.row.col.mxf8f6f4.scale.1x.f32.e4m3.e3m2.f32.ue8m0(i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, float {{%[0-9]+}}, float {{%[0-9]+}}, float {{%[0-9]+}}, float {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 0, i32 {{%[0-9]+}}, i16 {{%[0-9]+}}, i16 {{%[0-9]+}}, i32 {{%[0-9]+}}, i16 {{%[0-9]+}}, i16 {{%[0-9]+}}) %res = nvvm.mma.sp.block_scale A[%a0, %a1, %a2, %a3] B[%b0, %b1, %b2, %b3] C[%c0, %c1, %c2, %c3] sparseMetadata[%meta] selector[%sel] scaleA[%scaleA0, %scaleA1, %scaleA2] scaleB[%scaleB0, %scaleB1, %scaleB2] {blockScaleFormat = #nvvm.block_scale_format, kind = #nvvm.block_scale_kind, multiplicandAPtxType = #nvvm.mma_type, multiplicandBPtxType = #nvvm.mma_type, orderedMetadata, scaleVecSize = #nvvm.scale_vec_size, shape = #nvvm.shape} : (i32, i32, f32) -> !llvm.struct<(f32, f32, f32, f32)> llvm.return %res : !llvm.struct<(f32, f32, f32, f32)> } // CHECK-LABEL: @nvvm_mxf8f6f4_sp_blockscale_mma_e4m3_e4m3 llvm.func @nvvm_mxf8f6f4_sp_blockscale_mma_e4m3_e4m3( %a0: i32, %a1: i32, %a2: i32, %a3: i32, %b0: i32, %b1: i32, %b2: i32, %b3: i32, %c0: f32, %c1: f32, %c2: f32, %c3: f32, %meta: i32, %scaleA0: i32, %scaleA1: i16, %scaleA2: i16, %scaleB0: i32, %scaleB1: i16, %scaleB2: i16) -> !llvm.struct<(f32, f32, f32, f32)> { %sel = llvm.mlir.constant(0 : i32) : i32 // CHECK: call { float, float, float, float } @llvm.nvvm.mma.sp.ordered.metadata.block.scale.m16n8k64.row.col.mxf8f6f4.scale.1x.f32.e4m3.e4m3.f32.ue8m0(i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, float {{%[0-9]+}}, float {{%[0-9]+}}, float {{%[0-9]+}}, float {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 0, i32 {{%[0-9]+}}, i16 {{%[0-9]+}}, i16 {{%[0-9]+}}, i32 {{%[0-9]+}}, i16 {{%[0-9]+}}, i16 {{%[0-9]+}}) %res = nvvm.mma.sp.block_scale A[%a0, %a1, %a2, %a3] B[%b0, %b1, %b2, %b3] C[%c0, %c1, %c2, %c3] sparseMetadata[%meta] selector[%sel] scaleA[%scaleA0, %scaleA1, %scaleA2] scaleB[%scaleB0, %scaleB1, %scaleB2] {blockScaleFormat = #nvvm.block_scale_format, kind = #nvvm.block_scale_kind, multiplicandAPtxType = #nvvm.mma_type, multiplicandBPtxType = #nvvm.mma_type, orderedMetadata, scaleVecSize = #nvvm.scale_vec_size, shape = #nvvm.shape} : (i32, i32, f32) -> !llvm.struct<(f32, f32, f32, f32)> llvm.return %res : !llvm.struct<(f32, f32, f32, f32)> } // CHECK-LABEL: @nvvm_mxf8f6f4_sp_blockscale_mma_e4m3_e5m2 llvm.func @nvvm_mxf8f6f4_sp_blockscale_mma_e4m3_e5m2( %a0: i32, %a1: i32, %a2: i32, %a3: i32, %b0: i32, %b1: i32, %b2: i32, %b3: i32, %c0: f32, %c1: f32, %c2: f32, %c3: f32, %meta: i32, %scaleA0: i32, %scaleA1: i16, %scaleA2: i16, %scaleB0: i32, %scaleB1: i16, %scaleB2: i16) -> !llvm.struct<(f32, f32, f32, f32)> { %sel = llvm.mlir.constant(0 : i32) : i32 // CHECK: call { float, float, float, float } @llvm.nvvm.mma.sp.ordered.metadata.block.scale.m16n8k64.row.col.mxf8f6f4.scale.1x.f32.e4m3.e5m2.f32.ue8m0(i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, float {{%[0-9]+}}, float {{%[0-9]+}}, float {{%[0-9]+}}, float {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 0, i32 {{%[0-9]+}}, i16 {{%[0-9]+}}, i16 {{%[0-9]+}}, i32 {{%[0-9]+}}, i16 {{%[0-9]+}}, i16 {{%[0-9]+}}) %res = nvvm.mma.sp.block_scale A[%a0, %a1, %a2, %a3] B[%b0, %b1, %b2, %b3] C[%c0, %c1, %c2, %c3] sparseMetadata[%meta] selector[%sel] scaleA[%scaleA0, %scaleA1, %scaleA2] scaleB[%scaleB0, %scaleB1, %scaleB2] {blockScaleFormat = #nvvm.block_scale_format, kind = #nvvm.block_scale_kind, multiplicandAPtxType = #nvvm.mma_type, multiplicandBPtxType = #nvvm.mma_type, orderedMetadata, scaleVecSize = #nvvm.scale_vec_size, shape = #nvvm.shape} : (i32, i32, f32) -> !llvm.struct<(f32, f32, f32, f32)> llvm.return %res : !llvm.struct<(f32, f32, f32, f32)> } // CHECK-LABEL: @nvvm_mxf8f6f4_sp_blockscale_mma_e5m2_e2m1 llvm.func @nvvm_mxf8f6f4_sp_blockscale_mma_e5m2_e2m1( %a0: i32, %a1: i32, %a2: i32, %a3: i32, %b0: i32, %b1: i32, %b2: i32, %b3: i32, %c0: f32, %c1: f32, %c2: f32, %c3: f32, %meta: i32, %scaleA0: i32, %scaleA1: i16, %scaleA2: i16, %scaleB0: i32, %scaleB1: i16, %scaleB2: i16) -> !llvm.struct<(f32, f32, f32, f32)> { %sel = llvm.mlir.constant(0 : i32) : i32 // CHECK: call { float, float, float, float } @llvm.nvvm.mma.sp.ordered.metadata.block.scale.m16n8k64.row.col.mxf8f6f4.scale.1x.f32.e5m2.e2m1.f32.ue8m0(i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, float {{%[0-9]+}}, float {{%[0-9]+}}, float {{%[0-9]+}}, float {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 0, i32 {{%[0-9]+}}, i16 {{%[0-9]+}}, i16 {{%[0-9]+}}, i32 {{%[0-9]+}}, i16 {{%[0-9]+}}, i16 {{%[0-9]+}}) %res = nvvm.mma.sp.block_scale A[%a0, %a1, %a2, %a3] B[%b0, %b1, %b2, %b3] C[%c0, %c1, %c2, %c3] sparseMetadata[%meta] selector[%sel] scaleA[%scaleA0, %scaleA1, %scaleA2] scaleB[%scaleB0, %scaleB1, %scaleB2] {blockScaleFormat = #nvvm.block_scale_format, kind = #nvvm.block_scale_kind, multiplicandAPtxType = #nvvm.mma_type, multiplicandBPtxType = #nvvm.mma_type, orderedMetadata, scaleVecSize = #nvvm.scale_vec_size, shape = #nvvm.shape} : (i32, i32, f32) -> !llvm.struct<(f32, f32, f32, f32)> llvm.return %res : !llvm.struct<(f32, f32, f32, f32)> } // CHECK-LABEL: @nvvm_mxf8f6f4_sp_blockscale_mma_e5m2_e2m3 llvm.func @nvvm_mxf8f6f4_sp_blockscale_mma_e5m2_e2m3( %a0: i32, %a1: i32, %a2: i32, %a3: i32, %b0: i32, %b1: i32, %b2: i32, %b3: i32, %c0: f32, %c1: f32, %c2: f32, %c3: f32, %meta: i32, %scaleA0: i32, %scaleA1: i16, %scaleA2: i16, %scaleB0: i32, %scaleB1: i16, %scaleB2: i16) -> !llvm.struct<(f32, f32, f32, f32)> { %sel = llvm.mlir.constant(0 : i32) : i32 // CHECK: call { float, float, float, float } @llvm.nvvm.mma.sp.ordered.metadata.block.scale.m16n8k64.row.col.mxf8f6f4.scale.1x.f32.e5m2.e2m3.f32.ue8m0(i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, float {{%[0-9]+}}, float {{%[0-9]+}}, float {{%[0-9]+}}, float {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 0, i32 {{%[0-9]+}}, i16 {{%[0-9]+}}, i16 {{%[0-9]+}}, i32 {{%[0-9]+}}, i16 {{%[0-9]+}}, i16 {{%[0-9]+}}) %res = nvvm.mma.sp.block_scale A[%a0, %a1, %a2, %a3] B[%b0, %b1, %b2, %b3] C[%c0, %c1, %c2, %c3] sparseMetadata[%meta] selector[%sel] scaleA[%scaleA0, %scaleA1, %scaleA2] scaleB[%scaleB0, %scaleB1, %scaleB2] {blockScaleFormat = #nvvm.block_scale_format, kind = #nvvm.block_scale_kind, multiplicandAPtxType = #nvvm.mma_type, multiplicandBPtxType = #nvvm.mma_type, orderedMetadata, scaleVecSize = #nvvm.scale_vec_size, shape = #nvvm.shape} : (i32, i32, f32) -> !llvm.struct<(f32, f32, f32, f32)> llvm.return %res : !llvm.struct<(f32, f32, f32, f32)> } // CHECK-LABEL: @nvvm_mxf8f6f4_sp_blockscale_mma_e5m2_e3m2 llvm.func @nvvm_mxf8f6f4_sp_blockscale_mma_e5m2_e3m2( %a0: i32, %a1: i32, %a2: i32, %a3: i32, %b0: i32, %b1: i32, %b2: i32, %b3: i32, %c0: f32, %c1: f32, %c2: f32, %c3: f32, %meta: i32, %scaleA0: i32, %scaleA1: i16, %scaleA2: i16, %scaleB0: i32, %scaleB1: i16, %scaleB2: i16) -> !llvm.struct<(f32, f32, f32, f32)> { %sel = llvm.mlir.constant(0 : i32) : i32 // CHECK: call { float, float, float, float } @llvm.nvvm.mma.sp.ordered.metadata.block.scale.m16n8k64.row.col.mxf8f6f4.scale.1x.f32.e5m2.e3m2.f32.ue8m0(i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, float {{%[0-9]+}}, float {{%[0-9]+}}, float {{%[0-9]+}}, float {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 0, i32 {{%[0-9]+}}, i16 {{%[0-9]+}}, i16 {{%[0-9]+}}, i32 {{%[0-9]+}}, i16 {{%[0-9]+}}, i16 {{%[0-9]+}}) %res = nvvm.mma.sp.block_scale A[%a0, %a1, %a2, %a3] B[%b0, %b1, %b2, %b3] C[%c0, %c1, %c2, %c3] sparseMetadata[%meta] selector[%sel] scaleA[%scaleA0, %scaleA1, %scaleA2] scaleB[%scaleB0, %scaleB1, %scaleB2] {blockScaleFormat = #nvvm.block_scale_format, kind = #nvvm.block_scale_kind, multiplicandAPtxType = #nvvm.mma_type, multiplicandBPtxType = #nvvm.mma_type, orderedMetadata, scaleVecSize = #nvvm.scale_vec_size, shape = #nvvm.shape} : (i32, i32, f32) -> !llvm.struct<(f32, f32, f32, f32)> llvm.return %res : !llvm.struct<(f32, f32, f32, f32)> } // CHECK-LABEL: @nvvm_mxf8f6f4_sp_blockscale_mma_e5m2_e4m3 llvm.func @nvvm_mxf8f6f4_sp_blockscale_mma_e5m2_e4m3( %a0: i32, %a1: i32, %a2: i32, %a3: i32, %b0: i32, %b1: i32, %b2: i32, %b3: i32, %c0: f32, %c1: f32, %c2: f32, %c3: f32, %meta: i32, %scaleA0: i32, %scaleA1: i16, %scaleA2: i16, %scaleB0: i32, %scaleB1: i16, %scaleB2: i16) -> !llvm.struct<(f32, f32, f32, f32)> { %sel = llvm.mlir.constant(0 : i32) : i32 // CHECK: call { float, float, float, float } @llvm.nvvm.mma.sp.ordered.metadata.block.scale.m16n8k64.row.col.mxf8f6f4.scale.1x.f32.e5m2.e4m3.f32.ue8m0(i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, float {{%[0-9]+}}, float {{%[0-9]+}}, float {{%[0-9]+}}, float {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 0, i32 {{%[0-9]+}}, i16 {{%[0-9]+}}, i16 {{%[0-9]+}}, i32 {{%[0-9]+}}, i16 {{%[0-9]+}}, i16 {{%[0-9]+}}) %res = nvvm.mma.sp.block_scale A[%a0, %a1, %a2, %a3] B[%b0, %b1, %b2, %b3] C[%c0, %c1, %c2, %c3] sparseMetadata[%meta] selector[%sel] scaleA[%scaleA0, %scaleA1, %scaleA2] scaleB[%scaleB0, %scaleB1, %scaleB2] {blockScaleFormat = #nvvm.block_scale_format, kind = #nvvm.block_scale_kind, multiplicandAPtxType = #nvvm.mma_type, multiplicandBPtxType = #nvvm.mma_type, orderedMetadata, scaleVecSize = #nvvm.scale_vec_size, shape = #nvvm.shape} : (i32, i32, f32) -> !llvm.struct<(f32, f32, f32, f32)> llvm.return %res : !llvm.struct<(f32, f32, f32, f32)> } // CHECK-LABEL: @nvvm_mxf8f6f4_sp_blockscale_mma_e5m2_e5m2 llvm.func @nvvm_mxf8f6f4_sp_blockscale_mma_e5m2_e5m2( %a0: i32, %a1: i32, %a2: i32, %a3: i32, %b0: i32, %b1: i32, %b2: i32, %b3: i32, %c0: f32, %c1: f32, %c2: f32, %c3: f32, %meta: i32, %scaleA0: i32, %scaleA1: i16, %scaleA2: i16, %scaleB0: i32, %scaleB1: i16, %scaleB2: i16) -> !llvm.struct<(f32, f32, f32, f32)> { %sel = llvm.mlir.constant(0 : i32) : i32 // CHECK: call { float, float, float, float } @llvm.nvvm.mma.sp.ordered.metadata.block.scale.m16n8k64.row.col.mxf8f6f4.scale.1x.f32.e5m2.e5m2.f32.ue8m0(i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, float {{%[0-9]+}}, float {{%[0-9]+}}, float {{%[0-9]+}}, float {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 0, i32 {{%[0-9]+}}, i16 {{%[0-9]+}}, i16 {{%[0-9]+}}, i32 {{%[0-9]+}}, i16 {{%[0-9]+}}, i16 {{%[0-9]+}}) %res = nvvm.mma.sp.block_scale A[%a0, %a1, %a2, %a3] B[%b0, %b1, %b2, %b3] C[%c0, %c1, %c2, %c3] sparseMetadata[%meta] selector[%sel] scaleA[%scaleA0, %scaleA1, %scaleA2] scaleB[%scaleB0, %scaleB1, %scaleB2] {blockScaleFormat = #nvvm.block_scale_format, kind = #nvvm.block_scale_kind, multiplicandAPtxType = #nvvm.mma_type, multiplicandBPtxType = #nvvm.mma_type, orderedMetadata, scaleVecSize = #nvvm.scale_vec_size, shape = #nvvm.shape} : (i32, i32, f32) -> !llvm.struct<(f32, f32, f32, f32)> llvm.return %res : !llvm.struct<(f32, f32, f32, f32)> } // CHECK-LABEL: @nvvm_mxf4_sp_blockscale_mma llvm.func @nvvm_mxf4_sp_blockscale_mma( %a0: i32, %a1: i32, %a2: i32, %a3: i32, %b0: i32, %b1: i32, %b2: i32, %b3: i32, %c0: f32, %c1: f32, %c2: f32, %c3: f32, %meta: i32, %scaleA0: i32, %scaleA1: i16, %scaleA2: i16, %scaleB0: i32, %scaleB1: i16, %scaleB2: i16) -> !llvm.struct<(f32, f32, f32, f32)> { %sel = llvm.mlir.constant(0 : i32) : i32 // CHECK: call { float, float, float, float } @llvm.nvvm.mma.sp.ordered.metadata.block.scale.m16n8k128.row.col.mxf4.scale.2x.f32.e2m1.e2m1.f32.ue8m0(i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, float {{%[0-9]+}}, float {{%[0-9]+}}, float {{%[0-9]+}}, float {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 0, i32 {{%[0-9]+}}, i16 {{%[0-9]+}}, i16 {{%[0-9]+}}, i32 {{%[0-9]+}}, i16 {{%[0-9]+}}, i16 {{%[0-9]+}}) %res = nvvm.mma.sp.block_scale A[%a0, %a1, %a2, %a3] B[%b0, %b1, %b2, %b3] C[%c0, %c1, %c2, %c3] sparseMetadata[%meta] selector[%sel] scaleA[%scaleA0, %scaleA1, %scaleA2] scaleB[%scaleB0, %scaleB1, %scaleB2] {blockScaleFormat = #nvvm.block_scale_format, kind = #nvvm.block_scale_kind, multiplicandAPtxType = #nvvm.mma_type, multiplicandBPtxType = #nvvm.mma_type, orderedMetadata, scaleVecSize = #nvvm.scale_vec_size, shape = #nvvm.shape} : (i32, i32, f32) -> !llvm.struct<(f32, f32, f32, f32)> llvm.return %res : !llvm.struct<(f32, f32, f32, f32)> } // CHECK-LABEL: @nvvm_mxf4nvf4_sp_blockscale_mma_ue8m0 llvm.func @nvvm_mxf4nvf4_sp_blockscale_mma_ue8m0( %a0: i32, %a1: i32, %a2: i32, %a3: i32, %b0: i32, %b1: i32, %b2: i32, %b3: i32, %c0: f32, %c1: f32, %c2: f32, %c3: f32, %meta: i32, %scaleA0: i32, %scaleA1: i16, %scaleA2: i16, %scaleB0: i32, %scaleB1: i16, %scaleB2: i16) -> !llvm.struct<(f32, f32, f32, f32)> { %sel = llvm.mlir.constant(0 : i32) : i32 // CHECK: call { float, float, float, float } @llvm.nvvm.mma.sp.ordered.metadata.block.scale.m16n8k128.row.col.mxf4nvf4.scale.2x.f32.e2m1.e2m1.f32.ue8m0(i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, float {{%[0-9]+}}, float {{%[0-9]+}}, float {{%[0-9]+}}, float {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 0, i32 {{%[0-9]+}}, i16 {{%[0-9]+}}, i16 {{%[0-9]+}}, i32 {{%[0-9]+}}, i16 {{%[0-9]+}}, i16 {{%[0-9]+}}) %res = nvvm.mma.sp.block_scale A[%a0, %a1, %a2, %a3] B[%b0, %b1, %b2, %b3] C[%c0, %c1, %c2, %c3] sparseMetadata[%meta] selector[%sel] scaleA[%scaleA0, %scaleA1, %scaleA2] scaleB[%scaleB0, %scaleB1, %scaleB2] {blockScaleFormat = #nvvm.block_scale_format, kind = #nvvm.block_scale_kind, multiplicandAPtxType = #nvvm.mma_type, multiplicandBPtxType = #nvvm.mma_type, orderedMetadata, scaleVecSize = #nvvm.scale_vec_size, shape = #nvvm.shape} : (i32, i32, f32) -> !llvm.struct<(f32, f32, f32, f32)> llvm.return %res : !llvm.struct<(f32, f32, f32, f32)> } // CHECK-LABEL: @nvvm_mxf4nvf4_sp_blockscale_mma_ue4m3 llvm.func @nvvm_mxf4nvf4_sp_blockscale_mma_ue4m3( %a0: i32, %a1: i32, %a2: i32, %a3: i32, %b0: i32, %b1: i32, %b2: i32, %b3: i32, %c0: f32, %c1: f32, %c2: f32, %c3: f32, %meta: i32, %scaleA0: i32, %scaleA1: i16, %scaleA2: i16, %scaleB0: i32, %scaleB1: i16, %scaleB2: i16) -> !llvm.struct<(f32, f32, f32, f32)> { %sel = llvm.mlir.constant(0 : i32) : i32 // CHECK: call { float, float, float, float } @llvm.nvvm.mma.sp.ordered.metadata.block.scale.m16n8k128.row.col.mxf4nvf4.scale.4x.f32.e2m1.e2m1.f32.ue4m3(i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, float {{%[0-9]+}}, float {{%[0-9]+}}, float {{%[0-9]+}}, float {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 0, i32 {{%[0-9]+}}, i16 {{%[0-9]+}}, i16 {{%[0-9]+}}, i32 {{%[0-9]+}}, i16 {{%[0-9]+}}, i16 {{%[0-9]+}}) %res = nvvm.mma.sp.block_scale A[%a0, %a1, %a2, %a3] B[%b0, %b1, %b2, %b3] C[%c0, %c1, %c2, %c3] sparseMetadata[%meta] selector[%sel] scaleA[%scaleA0, %scaleA1, %scaleA2] scaleB[%scaleB0, %scaleB1, %scaleB2] {blockScaleFormat = #nvvm.block_scale_format, kind = #nvvm.block_scale_kind, multiplicandAPtxType = #nvvm.mma_type, multiplicandBPtxType = #nvvm.mma_type, orderedMetadata, scaleVecSize = #nvvm.scale_vec_size, shape = #nvvm.shape} : (i32, i32, f32) -> !llvm.struct<(f32, f32, f32, f32)> llvm.return %res : !llvm.struct<(f32, f32, f32, f32)> } // CHECK-LABEL: @nvvm_mxf4nvf4_sp_blockscale_mma_ue8m0_x4 llvm.func @nvvm_mxf4nvf4_sp_blockscale_mma_ue8m0_x4( %a0: i32, %a1: i32, %a2: i32, %a3: i32, %b0: i32, %b1: i32, %b2: i32, %b3: i32, %c0: f32, %c1: f32, %c2: f32, %c3: f32, %meta: i32, %scaleA0: i32, %scaleA1: i16, %scaleA2: i16, %scaleB0: i32, %scaleB1: i16, %scaleB2: i16) -> !llvm.struct<(f32, f32, f32, f32)> { %sel = llvm.mlir.constant(0 : i32) : i32 // CHECK: call { float, float, float, float } @llvm.nvvm.mma.sp.ordered.metadata.block.scale.m16n8k128.row.col.mxf4nvf4.scale.4x.f32.e2m1.e2m1.f32.ue8m0(i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 {{%[0-9]+}}, float {{%[0-9]+}}, float {{%[0-9]+}}, float {{%[0-9]+}}, float {{%[0-9]+}}, i32 {{%[0-9]+}}, i32 0, i32 {{%[0-9]+}}, i16 {{%[0-9]+}}, i16 {{%[0-9]+}}, i32 {{%[0-9]+}}, i16 {{%[0-9]+}}, i16 {{%[0-9]+}}) %res = nvvm.mma.sp.block_scale A[%a0, %a1, %a2, %a3] B[%b0, %b1, %b2, %b3] C[%c0, %c1, %c2, %c3] sparseMetadata[%meta] selector[%sel] scaleA[%scaleA0, %scaleA1, %scaleA2] scaleB[%scaleB0, %scaleB1, %scaleB2] {blockScaleFormat = #nvvm.block_scale_format, kind = #nvvm.block_scale_kind, multiplicandAPtxType = #nvvm.mma_type, multiplicandBPtxType = #nvvm.mma_type, orderedMetadata, scaleVecSize = #nvvm.scale_vec_size, shape = #nvvm.shape} : (i32, i32, f32) -> !llvm.struct<(f32, f32, f32, f32)> llvm.return %res : !llvm.struct<(f32, f32, f32, f32)> }