1 /* Copyright 2015 The TensorFlow Authors. All Rights Reserved. 2 3 Licensed under the Apache License, Version 2.0 (the "License"); 4 you may not use this file except in compliance with the License. 5 You may obtain a copy of the License at 6 7 http://www.apache.org/licenses/LICENSE-2.0 8 9 Unless required by applicable law or agreed to in writing, software 10 distributed under the License is distributed on an "AS IS" BASIS, 11 WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. 12 See the License for the specific language governing permissions and 13 limitations under the License. 14 ==============================================================================*/ 15 16 // See docs in ../ops/data_flow_ops.cc. 17 18 #include <deque> 19 #include <vector> 20 21 #include "tensorflow/core/framework/op_kernel.h" 22 #include "tensorflow/core/framework/partial_tensor_shape.h" 23 #include "tensorflow/core/framework/resource_mgr.h" 24 #include "tensorflow/core/framework/tensor.h" 25 #include "tensorflow/core/framework/tensor_shape.h" 26 #include "tensorflow/core/framework/types.h" 27 #include "tensorflow/core/kernels/padding_fifo_queue.h" 28 #include "tensorflow/core/kernels/queue_base.h" 29 #include "tensorflow/core/kernels/queue_op.h" 30 #include "tensorflow/core/lib/core/errors.h" 31 #include "tensorflow/core/platform/logging.h" 32 #include "tensorflow/core/platform/macros.h" 33 #include "tensorflow/core/platform/mutex.h" 34 #include "tensorflow/core/platform/thread_annotations.h" 35 #include "tensorflow/core/platform/types.h" 36 37 namespace tensorflow { 38 39 // Defines a PaddingFIFOQueueOp, which produces a Queue (specifically, one 40 // backed by PaddingFIFOQueue) that persists across different graph 41 // executions, and sessions. Running this op produces a single-element 42 // tensor of handles to Queues in the corresponding device. 43 class PaddingFIFOQueueOp : public TypedQueueOp { 44 public: PaddingFIFOQueueOp(OpKernelConstruction * context)45 explicit PaddingFIFOQueueOp(OpKernelConstruction* context) 46 : TypedQueueOp(context) { 47 OP_REQUIRES_OK(context, context->GetAttr("shapes", &component_shapes_)); 48 for (const auto& shape : component_shapes_) { 49 OP_REQUIRES(context, shape.dims() >= 0, 50 errors::InvalidArgument("shape ", shape.DebugString(), 51 " must have known rank.")); 52 } 53 } 54 55 private: CreateResource(QueueInterface ** ret)56 Status CreateResource(QueueInterface** ret) override 57 EXCLUSIVE_LOCKS_REQUIRED(mu_) { 58 PaddingFIFOQueue* queue = new PaddingFIFOQueue( 59 capacity_, component_types_, component_shapes_, cinfo_.name()); 60 return CreateTypedQueue(queue, ret); 61 } 62 63 std::vector<PartialTensorShape> component_shapes_; 64 65 TF_DISALLOW_COPY_AND_ASSIGN(PaddingFIFOQueueOp); 66 }; 67 68 REGISTER_KERNEL_BUILDER(Name("PaddingFIFOQueue").Device(DEVICE_CPU), 69 PaddingFIFOQueueOp); 70 REGISTER_KERNEL_BUILDER(Name("PaddingFIFOQueueV2").Device(DEVICE_CPU), 71 PaddingFIFOQueueOp); 72 73 } // namespace tensorflow 74