add rocm schedules to topi C++ (#4507)

This imports the CUDA schedules to rocm.

topi/include/topi/rocm/injective.h

+/*
+ * 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 rocm/injective.h
+ * \brief rocm schedule for injective operations
+ */
+#ifndef TOPI_ROCM_INJECTIVE_H_
+#define TOPI_ROCM_INJECTIVE_H_
+
+#include "topi/tags.h"
+#include "topi/detail/fuse.h"
+#include "tvm/operation.h"
+#include "tvm/build_module.h"
+
+#include "topi/cuda/injective.h"
+
+namespace topi {
+using namespace tvm;
+
+namespace rocm {
+
+/*!
+ * \brief Updates an existing schedule for the given injective ops.
+ *
+ * \param sch The schedule to update.
+ * \param out The tensor representing the injective op.
+ * 
+ * \return The updated schedule.
+ */
+inline Schedule schedule_injective_from_existing(Schedule sch, const Tensor& out) {
+  return topi::cuda::schedule_injective_from_existing(sch, out);
+}
+
+/*!
+ * \brief Create a rocm schedule for the given output tensors.
+ *
+ * \param target The target to generate a schedule for.
+ * \param outs The output tensors.
+ *
+ * \return A schedule for the given ops.
+ */
+inline Schedule schedule_injective(const Target &target, const Array<Tensor>& outs) {
+  return topi::cuda::schedule_injective(target, outs);
+}
+
+}  // namespace rocm
+}  // namespace topi
+#endif  // TOPI_ROCM_INJECTIVE_H_

topi/include/topi/rocm/pooling.h

+/*
+ * 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 rocm/pooling.h
+ * \brief rocm schedule for pooling operations
+ */
+#ifndef TOPI_ROCM_POOLING_H_
+#define TOPI_ROCM_POOLING_H_
+
+#include "topi/tags.h"
+#include "topi/detail/fuse.h"
+#include "topi/detail/array_utils.h"
+#include "tvm/operation.h"
+#include "tvm/build_module.h"
+
+#include "topi/cuda/pooling.h"
+
+namespace topi {
+using namespace tvm;
+
+namespace rocm {
+
+/*!
+* \brief Create a rocm schedule for pool
+*
+* \param target The target to generate a schedule for.
+* \param outs The output tensors.
+*
+* \return A schedule for the given ops.
+*/
+inline Schedule schedule_pool(const Target &target, const Array<Tensor>& outs) {
+  return topi::cuda::schedule_pool(target, outs);
+}
+
+/*!
+* \brief Create a rocm schedule for global_pool
+*
+* \param target The target to generate a schedule for.
+* \param outs The output tensors.
+*
+* \return A schedule for the given ops.
+*/
+inline Schedule schedule_global_pool(const Target &target, const Array<Tensor>& outs) {
+  return topi::cuda::schedule_global_pool(target, outs);
+}
+
+}  // namespace rocm
+}  // namespace topi
+#endif  // TOPI_ROCM_POOLING_H_

topi/include/topi/rocm/reduction.h

+/*
+ * 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 rocm/reduction.h
+ * \brief rocm schedule for reduction operations
+ */
+#ifndef TOPI_ROCM_REDUCTION_H_
+#define TOPI_ROCM_REDUCTION_H_
+
+#include "topi/tags.h"
+#include "topi/detail/fuse.h"
+#include "tvm/operation.h"
+#include "tvm/build_module.h"
+
+#include "topi/cuda/reduction.h"
+
+namespace topi {
+using namespace tvm;
+
+namespace rocm {
+/*!
+* \brief Create a rocm schedule for a reduce operation.
+*
+* \param target The target to generate a schedule for.
+* \param outs The output tensors.
+*
+* \return A schedule for the given ops.
+*/
+Schedule schedule_reduce(const Target& target, Array<Tensor> outs) {
+  return topi::cuda::schedule_reduce(target, outs);
+}
+
+}  // namespace rocm
+}  // namespace topi
+#endif  // TOPI_ROCM_REDUCTION_H_

topi/include/topi/rocm/softmax.h

+/*
+ * 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 rocm/injective.h
+ * \brief ROCM schedule for injective operations
+ */
+#ifndef TOPI_ROCM_SOFTMAX_H_
+#define TOPI_ROCM_SOFTMAX_H_
+
+#include "topi/tags.h"
+#include "topi/detail/fuse.h"
+#include "tvm/operation.h"
+#include "tvm/build_module.h"
+
+#include "topi/cuda/softmax.h"
+
+namespace topi {
+using namespace tvm;
+
+namespace rocm {
+
+/*!
+ * \brief Create a rocm schedule for the given softmax output tensors.
+ *
+ * \param target The target to generate a schedule for.
+ * \param outs The output tensors.
+ *
+ * \return A schedule for the given ops.
+ */
+inline Schedule schedule_softmax(const Target &target, const Array<Tensor>& outs) {
+  return topi::cuda::schedule_softmax(target, outs);
+}
+
+}  // namespace rocm
+}  // namespace topi
+#endif  // TOPI_ROCM_SOFTMAX_H_

topi/src/topi.cc

@@ -66,6 +66,10 @@
 #include <topi/x86/injective.h>
 
 #include <topi/rocm/dense.h>
+#include <topi/rocm/injective.h>
+#include <topi/rocm/pooling.h>
+#include <topi/rocm/reduction.h>
+#include <topi/rocm/softmax.h>
 #include <topi/rocm/normalization.h>
 
 namespace topi {
@@ -638,6 +642,36 @@ TVM_REGISTER_GLOBAL("topi.rocm.schedule_dense")
   *rv = topi::rocm::schedule_dense(args[0], args[1]);
   });
 
+TVM_REGISTER_GLOBAL("topi.rocm.schedule_injective")
+.set_body([](TVMArgs args, TVMRetValue *rv) {
+  *rv = topi::rocm::schedule_injective(args[0], args[1]);
+  });
+
+TVM_REGISTER_GLOBAL("topi.rocm.schedule_injective_from_existing")
+.set_body([](TVMArgs args, TVMRetValue *rv) {
+  *rv = topi::rocm::schedule_injective_from_existing(args[0], args[1]);
+ });
+
+TVM_REGISTER_GLOBAL("topi.rocm.schedule_pool")
+.set_body([](TVMArgs args, TVMRetValue *rv) {
+  *rv = topi::rocm::schedule_pool(args[0], args[1]);
+  });
+
+TVM_REGISTER_GLOBAL("topi.rocm.schedule_global_pool")
+.set_body([](TVMArgs args, TVMRetValue *rv) {
+  *rv = topi::rocm::schedule_global_pool(args[0], args[1]);
+  });
+
+TVM_REGISTER_GLOBAL("topi.rocm.schedule_reduce")
+.set_body([](TVMArgs args, TVMRetValue *rv) {
+  *rv = topi::rocm::schedule_reduce(args[0], args[1]);
+  });
+
+TVM_REGISTER_GLOBAL("topi.rocm.schedule_softmax")
+.set_body([](TVMArgs args, TVMRetValue *rv) {
+  *rv = topi::rocm::schedule_softmax(args[0], args[1]);
+  });
+
 TVM_REGISTER_GLOBAL("topi.rocm.schedule_lrn")
 .set_body([](TVMArgs args, TVMRetValue *rv) {
   *rv = topi::rocm::schedule_lrn(args[0], args[1]);