// RUN: torch-mlir-opt <%s -convert-torch-to-std | FileCheck %s // CHECK-LABEL: func @torch.aten.dim( // CHECK-SAME: %[[ARG:.*]]: !torch.vtensor<*,f32>) -> !torch.int { // CHECK: %[[BUILTIN_TENSOR:.*]] = torch_c.to_builtin_tensor %[[ARG]] : !torch.vtensor<*,f32> -> tensor<*xf32> // CHECK: %[[RANK:.*]] = rank %[[BUILTIN_TENSOR]] : tensor<*xf32> // CHECK: %[[RANK_I64:.*]] = arith.index_cast %[[RANK]] : index to i64 // CHECK: %[[RANK_TORCH_INT:.*]] = torch_c.from_i64 %[[RANK_I64]] // CHECK: return %[[RANK_TORCH_INT]] : !torch.int func @torch.aten.dim(%arg0: !torch.vtensor<*,f32>) -> !torch.int { %0 = torch.aten.dim %arg0 : !torch.vtensor<*,f32> -> !torch.int return %0 : !torch.int } // CHECK-LABEL: func @torch.aten.ne.int( // CHECK-SAME: %[[LHS:.*]]: !torch.int, // CHECK-SAME: %[[RHS:.*]]: !torch.int) -> !torch.bool { // CHECK: %[[LHS_I64:.*]] = torch_c.to_i64 %[[LHS]] // CHECK: %[[RHS_I64:.*]] = torch_c.to_i64 %[[RHS]] // CHECK: %[[CMP:.*]] = arith.cmpi ne, %[[LHS_I64]], %[[RHS_I64]] : i64 // CHECK: %[[CMP_TORCH_BOOL:.*]] = torch_c.from_i1 %[[CMP]] // CHECK: return %[[CMP_TORCH_BOOL]] : !torch.bool func @torch.aten.ne.int(%arg0: !torch.int, %arg1: !torch.int) -> !torch.bool { %0 = torch.aten.ne.int %arg0, %arg1 : !torch.int, !torch.int -> !torch.bool return %0 : !torch.bool } // CHECK-LABEL: func @torch.aten.gt.int( // CHECK-SAME: %[[LHS:.*]]: !torch.int, // CHECK-SAME: %[[RHS:.*]]: !torch.int) -> !torch.bool { // CHECK: %[[LHS_I64:.*]] = torch_c.to_i64 %[[LHS]] // CHECK: %[[RHS_I64:.*]] = torch_c.to_i64 %[[RHS]] // CHECK: %[[CMP:.*]] = arith.cmpi sgt, %[[LHS_I64]], %[[RHS_I64]] : i64 // CHECK: %[[CMP_TORCH_BOOL:.*]] = torch_c.from_i1 %[[CMP]] // CHECK: return %[[CMP_TORCH_BOOL]] : !torch.bool func @torch.aten.gt.int(%arg0: !torch.int, %arg1: !torch.int) -> !torch.bool { %0 = torch.aten.gt.int %arg0, %arg1 : !torch.int, !torch.int -> !torch.bool return %0 : !torch.bool } // CHECK-LABEL: func @torch.vtensor.literal() -> !torch.vtensor<[],f32> { // CHECK: %[[CST:.*]] = arith.constant dense<0.000000e+00> : tensor // CHECK: %[[VTENSOR:.*]] = torch_c.from_builtin_tensor %[[CST]] : tensor -> !torch.vtensor<[],f32> // CHECK: return %[[VTENSOR]] : !torch.vtensor<[],f32> func @torch.vtensor.literal() -> !torch.vtensor<[],f32> { %0 = torch.vtensor.literal(dense<0.0> : tensor) : !torch.vtensor<[],f32> return %0 : !torch.vtensor<[],f32> } // CHECK-LABEL: func @torch.constant.bool() -> !torch.bool { // CHECK: %[[CST:.*]] = arith.constant true // CHECK: %[[BOOL:.*]] = torch_c.from_i1 %[[CST]] // CHECK: return %[[BOOL]] : !torch.bool func @torch.constant.bool() -> !torch.bool { %true = torch.constant.bool true return %true : !torch.bool } // CHECK-LABEL: func @torch.constant.float() -> !torch.float { // CHECK: %[[CST:.*]] = arith.constant 1.000000e+00 : f64 // CHECK: %[[FLOAT:.*]] = torch_c.from_f64 %[[CST]] // CHECK: return %[[FLOAT]] : !torch.float func @torch.constant.float() -> !torch.float { %float = torch.constant.float 1.000000e+00 return %float : !torch.float } // CHECK-LABEL: func @torch.constant.int() -> !torch.int { // CHECK: %[[CST:.*]] = arith.constant 1 : i64 // CHECK: %[[INT:.*]] = torch_c.from_i64 %[[CST]] // CHECK: return %[[INT]] : !torch.int func @torch.constant.int() -> !torch.int { %int1 = torch.constant.int 1 return %int1 : !torch.int }