src/operator/tensor/init_op.cu

/*
 * Licensed to the Apache Software Foundation (ASF) under one
 * or more contributor license agreements.  See the NOTICE file
 * distributed with this work for additional information
 * regarding copyright ownership.  The ASF licenses this file
 * to you 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.
 */

/*!
 * \file init_op.cu
 * \brief GPU Implementation of init op
 */
#include <mshadow/tensor.h>
#include "./init_op.h"

namespace mxnet {
namespace op {

/*!
 * \brief Fill a CSR NDArray with zeros by updating the aux shape
 * \param s - The device stream
 * \param dst - NDArray which is to be set to "all zeroes"
 */
void FillZerosCsrImpl(mshadow::Stream<mshadow::gpu>* s, const NDArray& dst) {
  CHECK_EQ(dst.storage_type(), kCSRStorage) << "dst is not a CSR NDArray";
  dst.set_aux_shape(csr::kIdx, mshadow::Shape1(0));
  dst.CheckAndAllocAuxData(csr::kIndPtr, mshadow::Shape1(dst.shape()[0] + 1));
  TBlob indptr_data = dst.aux_data(csr::kIndPtr);
  MSHADOW_IDX_TYPE_SWITCH(dst.aux_type(csr::kIndPtr), IType, {
    mxnet_op::Kernel<mxnet_op::set_zero, mshadow::gpu>::Launch(
        s, indptr_data.Size(), indptr_data.dptr<IType>());
  });
}

NNVM_REGISTER_OP(_zeros_without_dtype)
    .set_attr<FCompute>("FCompute<gpu>", FillCompute<gpu, 0>)
    .set_attr<FComputeEx>("FComputeEx<gpu>", FillComputeZerosEx<gpu>);

NNVM_REGISTER_OP(_zeros)
    .set_attr<FCompute>("FCompute<gpu>", FillCompute<gpu, 0>)
    .set_attr<FComputeEx>("FComputeEx<gpu>", FillComputeZerosEx<gpu>);

NNVM_REGISTER_OP(_eye).set_attr<FCompute>("FCompute<gpu>", EyeFill<gpu>);

NNVM_REGISTER_OP(_ones).set_attr<FCompute>("FCompute<gpu>", FillCompute<gpu, 1>);

NNVM_REGISTER_OP(_full).set_attr<FCompute>("FCompute<gpu>", InitFillWithScalarCompute<gpu>);

NNVM_REGISTER_OP(_arange).set_attr<FCompute>("FCompute<gpu>", RangeCompute<gpu, RangeParam>);

NNVM_REGISTER_OP(_contrib_arange_like)
    .set_attr<FCompute>("FCompute<gpu>", RangeCompute<gpu, RangeLikeParam>);

NNVM_REGISTER_OP(_linspace).set_attr<FCompute>("FCompute<gpu>", LinspaceCompute<gpu>);

NNVM_REGISTER_OP(zeros_like)
    .set_attr<FCompute>("FCompute<gpu>", FillCompute<gpu, 0>)
    .set_attr<FComputeEx>("FComputeEx<gpu>", FillComputeZerosEx<gpu>);

NNVM_REGISTER_OP(ones_like).set_attr<FCompute>("FCompute<gpu>", FillCompute<gpu, 1>);

}  // namespace op
}  // namespace mxnet