diff --git a/mlir/test/Integration/Dialect/SparseTensor/CPU/sparse_conversion.mlir b/mlir/test/Integration/Dialect/SparseTensor/CPU/sparse_conversion.mlir --- a/mlir/test/Integration/Dialect/SparseTensor/CPU/sparse_conversion.mlir +++ b/mlir/test/Integration/Dialect/SparseTensor/CPU/sparse_conversion.mlir @@ -28,62 +28,21 @@ // Integration test that tests conversions between sparse tensors. // module { - func private @exit(index) -> () - // - // Verify utilities. + // Output utilities. // - func @checkf64(%arg0: memref, %arg1: memref) { + func @dumpf64(%arg0: memref) { %c0 = arith.constant 0 : index - %c1 = arith.constant 1 : index - // Same lengths? - %0 = memref.dim %arg0, %c0 : memref - %1 = memref.dim %arg1, %c0 : memref - %2 = arith.cmpi ne, %0, %1 : index - scf.if %2 { - call @exit(%c1) : (index) -> () - } - // Same content? - scf.for %i = %c0 to %0 step %c1 { - %a = memref.load %arg0[%i] : memref - %b = memref.load %arg1[%i] : memref - %c = arith.cmpf une, %a, %b : f64 - scf.if %c { - call @exit(%c1) : (index) -> () - } - } + %d0 = arith.constant -1.0 : f64 + %0 = vector.transfer_read %arg0[%c0], %d0: memref, vector<25xf64> + vector.print %0 : vector<25xf64> return } - func @check(%arg0: memref, %arg1: memref) { + func @dumpidx(%arg0: memref) { %c0 = arith.constant 0 : index - %c1 = arith.constant 1 : index - // Same lengths? - %0 = memref.dim %arg0, %c0 : memref - %1 = memref.dim %arg1, %c0 : memref - %2 = arith.cmpi ne, %0, %1 : index - scf.if %2 { - call @exit(%c1) : (index) -> () - } - // Same content? - scf.for %i = %c0 to %0 step %c1 { - %a = memref.load %arg0[%i] : memref - %b = memref.load %arg1[%i] : memref - %c = arith.cmpi ne, %a, %b : index - scf.if %c { - call @exit(%c1) : (index) -> () - } - } - return - } - - // - // Output utility. - // - func @dumpf64(%arg0: memref) { - %c0 = arith.constant 0 : index - %d0 = arith.constant 0.0 : f64 - %0 = vector.transfer_read %arg0[%c0], %d0: memref, vector<24xf64> - vector.print %0 : vector<24xf64> + %d0 = arith.constant 0 : index + %0 = vector.transfer_read %arg0[%c0], %d0: memref, vector<25xindex> + vector.print %0 : vector<25xindex> return } @@ -133,13 +92,24 @@ %i = sparse_tensor.convert %3 : tensor<2x3x4xf64, #Tensor3> to tensor<2x3x4xf64, #Tensor3> // - // Check values equality. + // Check values. + // + // CHECK: ( 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, -1 ) + // CHECK-NEXT: ( 1, 13, 2, 14, 3, 15, 4, 16, 5, 17, 6, 18, 7, 19, 8, 20, 9, 21, 10, 22, 11, 23, 12, 24, -1 ) + // CHECK-NEXT: ( 1, 5, 9, 13, 17, 21, 2, 6, 10, 14, 18, 22, 3, 7, 11, 15, 19, 23, 4, 8, 12, 16, 20, 24, -1 ) + // CHECK-NEXT: ( 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, -1 ) + // CHECK-NEXT: ( 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, -1 ) + // CHECK-NEXT: ( 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, -1 ) + // CHECK-NEXT: ( 1, 13, 2, 14, 3, 15, 4, 16, 5, 17, 6, 18, 7, 19, 8, 20, 9, 21, 10, 22, 11, 23, 12, 24, -1 ) + // CHECK-NEXT: ( 1, 13, 2, 14, 3, 15, 4, 16, 5, 17, 6, 18, 7, 19, 8, 20, 9, 21, 10, 22, 11, 23, 12, 24, -1 ) + // CHECK-NEXT: ( 1, 13, 2, 14, 3, 15, 4, 16, 5, 17, 6, 18, 7, 19, 8, 20, 9, 21, 10, 22, 11, 23, 12, 24, -1 ) + // CHECK-NEXT: ( 1, 5, 9, 13, 17, 21, 2, 6, 10, 14, 18, 22, 3, 7, 11, 15, 19, 23, 4, 8, 12, 16, 20, 24, -1 ) + // CHECK-NEXT: ( 1, 5, 9, 13, 17, 21, 2, 6, 10, 14, 18, 22, 3, 7, 11, 15, 19, 23, 4, 8, 12, 16, 20, 24, -1 ) + // CHECK-NEXT: ( 1, 5, 9, 13, 17, 21, 2, 6, 10, 14, 18, 22, 3, 7, 11, 15, 19, 23, 4, 8, 12, 16, 20, 24, -1 ) // - %v1 = sparse_tensor.values %1 : tensor<2x3x4xf64, #Tensor1> to memref %v2 = sparse_tensor.values %2 : tensor<2x3x4xf64, #Tensor2> to memref %v3 = sparse_tensor.values %3 : tensor<2x3x4xf64, #Tensor3> to memref - %av = sparse_tensor.values %a : tensor<2x3x4xf64, #Tensor1> to memref %bv = sparse_tensor.values %b : tensor<2x3x4xf64, #Tensor1> to memref %cv = sparse_tensor.values %c : tensor<2x3x4xf64, #Tensor1> to memref @@ -150,20 +120,59 @@ %hv = sparse_tensor.values %h : tensor<2x3x4xf64, #Tensor3> to memref %iv = sparse_tensor.values %i : tensor<2x3x4xf64, #Tensor3> to memref - call @checkf64(%v1, %av) : (memref, memref) -> () - call @checkf64(%v1, %bv) : (memref, memref) -> () - call @checkf64(%v1, %cv) : (memref, memref) -> () - call @checkf64(%v2, %dv) : (memref, memref) -> () - call @checkf64(%v2, %ev) : (memref, memref) -> () - call @checkf64(%v2, %fv) : (memref, memref) -> () - call @checkf64(%v3, %gv) : (memref, memref) -> () - call @checkf64(%v3, %hv) : (memref, memref) -> () - call @checkf64(%v3, %iv) : (memref, memref) -> () + call @dumpf64(%v1) : (memref) -> () + call @dumpf64(%v2) : (memref) -> () + call @dumpf64(%v3) : (memref) -> () + call @dumpf64(%av) : (memref) -> () + call @dumpf64(%bv) : (memref) -> () + call @dumpf64(%cv) : (memref) -> () + call @dumpf64(%dv) : (memref) -> () + call @dumpf64(%ev) : (memref) -> () + call @dumpf64(%fv) : (memref) -> () + call @dumpf64(%gv) : (memref) -> () + call @dumpf64(%hv) : (memref) -> () + call @dumpf64(%iv) : (memref) -> () // - // Check index equality. + // Check indices. + // + // CHECK-NEXT: ( 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ) + // CHECK-NEXT: ( 0, 1, 2, 0, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ) + // CHECK-NEXT: ( 0, 1, 2, 3, 0, 1, 2, 3, 0, 1, 2, 3, 0, 1, 2, 3, 0, 1, 2, 3, 0, 1, 2, 3, 0 ) + // CHECK-NEXT: ( 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ) + // CHECK-NEXT: ( 0, 1, 2, 0, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ) + // CHECK-NEXT: ( 0, 1, 2, 3, 0, 1, 2, 3, 0, 1, 2, 3, 0, 1, 2, 3, 0, 1, 2, 3, 0, 1, 2, 3, 0 ) + // CHECK-NEXT: ( 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ) + // CHECK-NEXT: ( 0, 1, 2, 0, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ) + // CHECK-NEXT: ( 0, 1, 2, 3, 0, 1, 2, 3, 0, 1, 2, 3, 0, 1, 2, 3, 0, 1, 2, 3, 0, 1, 2, 3, 0 ) + // CHECK-NEXT: ( 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ) + // CHECK-NEXT: ( 0, 1, 2, 0, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ) + // CHECK-NEXT: ( 0, 1, 2, 3, 0, 1, 2, 3, 0, 1, 2, 3, 0, 1, 2, 3, 0, 1, 2, 3, 0, 1, 2, 3, 0 ) + // CHECK-NEXT: ( 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ) + // CHECK-NEXT: ( 0, 1, 2, 0, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ) + // CHECK-NEXT: ( 0, 1, 2, 3, 0, 1, 2, 3, 0, 1, 2, 3, 0, 1, 2, 3, 0, 1, 2, 3, 0, 1, 2, 3, 0 ) + // CHECK-NEXT: ( 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ) + // CHECK-NEXT: ( 0, 1, 2, 0, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ) + // CHECK-NEXT: ( 0, 1, 2, 3, 0, 1, 2, 3, 0, 1, 2, 3, 0, 1, 2, 3, 0, 1, 2, 3, 0, 1, 2, 3, 0 ) + // CHECK-NEXT: ( 0, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ) + // CHECK-NEXT: ( 0, 1, 2, 3, 0, 1, 2, 3, 0, 1, 2, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ) + // CHECK-NEXT: ( 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0 ) + // CHECK-NEXT: ( 0, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ) + // CHECK-NEXT: ( 0, 1, 2, 3, 0, 1, 2, 3, 0, 1, 2, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ) + // CHECK-NEXT: ( 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0 ) + // CHECK-NEXT: ( 0, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ) + // CHECK-NEXT: ( 0, 1, 2, 3, 0, 1, 2, 3, 0, 1, 2, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ) + // CHECK-NEXT: ( 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0 ) + // CHECK-NEXT: ( 0, 1, 2, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ) + // CHECK-NEXT: ( 0, 1, 0, 1, 0, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ) + // CHECK-NEXT: ( 0, 1, 2, 0, 1, 2, 0, 1, 2, 0, 1, 2, 0, 1, 2, 0, 1, 2, 0, 1, 2, 0, 1, 2, 0 ) + // CHECK-NEXT: ( 0, 1, 2, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ) + // CHECK-NEXT: ( 0, 1, 0, 1, 0, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ) + // CHECK-NEXT: ( 0, 1, 2, 0, 1, 2, 0, 1, 2, 0, 1, 2, 0, 1, 2, 0, 1, 2, 0, 1, 2, 0, 1, 2, 0 ) + // CHECK-NEXT: ( 0, 1, 2, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ) + // CHECK-NEXT: ( 0, 1, 0, 1, 0, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ) + // CHECK-NEXT: ( 0, 1, 2, 0, 1, 2, 0, 1, 2, 0, 1, 2, 0, 1, 2, 0, 1, 2, 0, 1, 2, 0, 1, 2, 0 ) // - %v10 = sparse_tensor.indices %1, %c0 : tensor<2x3x4xf64, #Tensor1> to memref %v11 = sparse_tensor.indices %1, %c1 : tensor<2x3x4xf64, #Tensor1> to memref %v12 = sparse_tensor.indices %1, %c2 : tensor<2x3x4xf64, #Tensor1> to memref @@ -204,46 +213,45 @@ %i31 = sparse_tensor.indices %i, %c1 : tensor<2x3x4xf64, #Tensor3> to memref %i32 = sparse_tensor.indices %i, %c2 : tensor<2x3x4xf64, #Tensor3> to memref - call @check(%v10, %a10) : (memref, memref) -> () - call @check(%v11, %a11) : (memref, memref) -> () - call @check(%v12, %a12) : (memref, memref) -> () - call @check(%v10, %b10) : (memref, memref) -> () - call @check(%v11, %b11) : (memref, memref) -> () - call @check(%v12, %b12) : (memref, memref) -> () - call @check(%v10, %c10) : (memref, memref) -> () - call @check(%v11, %c11) : (memref, memref) -> () - call @check(%v12, %c12) : (memref, memref) -> () + call @dumpidx(%v10) : (memref) -> () + call @dumpidx(%v11) : (memref) -> () + call @dumpidx(%v12) : (memref) -> () + call @dumpidx(%v10) : (memref) -> () + call @dumpidx(%v11) : (memref) -> () + call @dumpidx(%v12) : (memref) -> () + call @dumpidx(%v10) : (memref) -> () + call @dumpidx(%v11) : (memref) -> () + call @dumpidx(%v12) : (memref) -> () - call @check(%v20, %d20) : (memref, memref) -> () - call @check(%v21, %d21) : (memref, memref) -> () - call @check(%v22, %d22) : (memref, memref) -> () - call @check(%v20, %e20) : (memref, memref) -> () - call @check(%v21, %e21) : (memref, memref) -> () - call @check(%v22, %e22) : (memref, memref) -> () - call @check(%v20, %f20) : (memref, memref) -> () - call @check(%v21, %f21) : (memref, memref) -> () - call @check(%v22, %f22) : (memref, memref) -> () + call @dumpidx(%a10) : (memref) -> () + call @dumpidx(%a11) : (memref) -> () + call @dumpidx(%a12) : (memref) -> () + call @dumpidx(%b10) : (memref) -> () + call @dumpidx(%b11) : (memref) -> () + call @dumpidx(%b12) : (memref) -> () + call @dumpidx(%c10) : (memref) -> () + call @dumpidx(%c11) : (memref) -> () + call @dumpidx(%c12) : (memref) -> () - call @check(%v30, %g30) : (memref, memref) -> () - call @check(%v31, %g31) : (memref, memref) -> () - call @check(%v32, %g32) : (memref, memref) -> () - call @check(%v30, %h30) : (memref, memref) -> () - call @check(%v31, %h31) : (memref, memref) -> () - call @check(%v32, %h32) : (memref, memref) -> () - call @check(%v30, %i30) : (memref, memref) -> () - call @check(%v31, %i31) : (memref, memref) -> () - call @check(%v32, %i32) : (memref, memref) -> () + call @dumpidx(%d20) : (memref) -> () + call @dumpidx(%d21) : (memref) -> () + call @dumpidx(%d22) : (memref) -> () + call @dumpidx(%e20) : (memref) -> () + call @dumpidx(%e21) : (memref) -> () + call @dumpidx(%e22) : (memref) -> () + call @dumpidx(%f20) : (memref) -> () + call @dumpidx(%f21) : (memref) -> () + call @dumpidx(%f22) : (memref) -> () - // - // Sanity check direct results. - // - // CHECK: ( 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24 ) - // CHECK-NEXT: ( 1, 13, 2, 14, 3, 15, 4, 16, 5, 17, 6, 18, 7, 19, 8, 20, 9, 21, 10, 22, 11, 23, 12, 24 ) - // CHECK-NEXT: ( 1, 5, 9, 13, 17, 21, 2, 6, 10, 14, 18, 22, 3, 7, 11, 15, 19, 23, 4, 8, 12, 16, 20, 24 ) - // - call @dumpf64(%v1) : (memref) -> () - call @dumpf64(%v2) : (memref) -> () - call @dumpf64(%v3) : (memref) -> () + call @dumpidx(%g30) : (memref) -> () + call @dumpidx(%g31) : (memref) -> () + call @dumpidx(%g32) : (memref) -> () + call @dumpidx(%h30) : (memref) -> () + call @dumpidx(%h31) : (memref) -> () + call @dumpidx(%h32) : (memref) -> () + call @dumpidx(%i30) : (memref) -> () + call @dumpidx(%i31) : (memref) -> () + call @dumpidx(%i32) : (memref) -> () // Release the resources. sparse_tensor.release %1 : tensor<2x3x4xf64, #Tensor1>