| /* Copyright 2020 The TensorFlow Authors. All Rights Reserved. |
| |
| Licensed under the Apache License, Version 2.0 (the "License"); |
| you may not use this file except in compliance with the License. |
| You may obtain a copy of the License at |
| |
| http://www.apache.org/licenses/LICENSE-2.0 |
| |
| Unless required by applicable law or agreed to in writing, software |
| distributed under the License is distributed on an "AS IS" BASIS, |
| WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. |
| See the License for the specific language governing permissions and |
| limitations under the License. |
| ==============================================================================*/ |
| |
| #ifndef LHLO_GPU_OPS_STRUCTS |
| #define LHLO_GPU_OPS_STRUCTS |
| |
| include "mlir-hlo/Dialect/lhlo_gpu/IR/lhlo_gpu_ops_base.td" |
| |
| def ConvolutionBackendConfigAttr : StructAttr<"ConvolutionBackendConfig", |
| LmhloGpuDialect, [ |
| |
| // These six fields are a TableGen transliteration of AlgorithmProto. |
| StructFieldAttr<"algorithm", I64Attr>, |
| StructFieldAttr<"tensor_ops_enabled", BoolAttr>, |
| // The next two fields are aligned arrays of knob IDs and values to |
| // represent the knob_id -> knob_value map. |
| StructFieldAttr<"knob_ids", I64ArrayAttr>, |
| StructFieldAttr<"knob_values", I64ArrayAttr>, |
| StructFieldAttr<"is_cudnn_frontend", BoolAttr>, |
| StructFieldAttr<"workspace_size", I64Attr>, |
| |
| // The following 3 attributes describe the layout as an array of integers |
| // that list the dimensions in minor-to-major order similar to XLA's layout |
| // representation. operand_0_layout and operand_0_layout described the layout |
| // of the first 2 operands of the convolution, and result_layout describes |
| // the layout of the primary output operand of the convolution. |
| // Note: Not using names like input_layout or filter_layout as `input` may be |
| // an input operand (for ConvForward) but output for ConvBackward. |
| StructFieldAttr<"operand_0_layout", I64ArrayAttr>, |
| StructFieldAttr<"operand_1_layout", I64ArrayAttr>, |
| StructFieldAttr<"result_layout", I64ArrayAttr>]> { |
| let summary = "GPU Convolution backend configuration"; |
| } |
| |
| #endif // LHLO_GPU_OPS_STRUCTS |
