// Copyright (c) 2022 PaddlePaddle 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. #include "paddle/phi/backends/gpu/gpu_context.h" #include "paddle/phi/core/kernel_registry.h" #include "paddle/phi/kernels/arange_kernel.h" #include "paddle/phi/kernels/copy_kernel.h" #include "paddle/phi/kernels/funcs/range_function.h" namespace phi { template inline T GetValue(const Context& dev_ctx, const DenseTensor& x) { T value = static_cast(0); if (x.place() != CPUPlace()) { DenseTensor cpu_x; Copy(dev_ctx, x, CPUPlace(), true, &cpu_x); value = cpu_x.data()[0]; } else { value = x.data()[0]; } return value; } template __global__ void Range(T start, T step, int64_t size, T* out) { CUDA_KERNEL_LOOP(index, size) { out[index] = start + step * index; } } template void ArangeKernel(const Context& dev_ctx, const DenseTensor& start, const DenseTensor& end, const DenseTensor& step, DenseTensor* out) { T start_value = GetValue(dev_ctx, start); T end_value = GetValue(dev_ctx, end); T step_value = GetValue(dev_ctx, step); int64_t size = 0; phi::funcs::GetSize(start_value, end_value, step_value, &size); out->Resize(phi::make_ddim({size})); T* out_data = dev_ctx.template Alloc(out); auto stream = dev_ctx.stream(); int block = std::min(size, static_cast(256)); int grid = (size + block - 1) / block; Range<<>>(start_value, step_value, size, out_data); } } // namespace phi PD_REGISTER_KERNEL( arange, GPU, ALL_LAYOUT, phi::ArangeKernel, float, double, int64_t, int) { kernel->InputAt(0).SetBackend(phi::Backend::ALL_BACKEND); kernel->InputAt(1).SetBackend(phi::Backend::ALL_BACKEND); kernel->InputAt(2).SetBackend(phi::Backend::ALL_BACKEND); }