/* * 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. */ use std::{ mem, os::raw::{c_int, c_void}, }; use crate::ffi::{ DLDataType, DLDataTypeCode_kDLFloat, DLDataTypeCode_kDLInt, DLDataTypeCode_kDLUInt, DLDevice, DLDeviceType_kDLCPU, DLTensor, }; /// `From` conversions to `DLTensor` for `ndarray::Array`. /// Takes a reference to the `ndarray` since `DLTensor` is not owned. macro_rules! impl_dltensor_from_ndarray { ($type:ty, $typecode:expr) => { impl<'a, D: ndarray::Dimension> From<&'a mut ndarray::Array<$type, D>> for DLTensor { fn from(arr: &'a mut ndarray::Array<$type, D>) -> Self { DLTensor { data: arr.as_mut_ptr() as *mut c_void, device: DLDevice { device_type: DLDeviceType_kDLCPU, device_id: 0, }, ndim: arr.ndim() as c_int, dtype: DLDataType { code: $typecode as u8, bits: 8 * mem::size_of::<$type>() as u8, lanes: 1, }, shape: arr.shape().as_ptr() as *const i64 as *mut i64, strides: arr.strides().as_ptr() as *const i64 as *mut i64, byte_offset: 0, ..Default::default() } } } }; } impl_dltensor_from_ndarray!(f32, DLDataTypeCode_kDLFloat); impl_dltensor_from_ndarray!(f64, DLDataTypeCode_kDLFloat); impl_dltensor_from_ndarray!(i32, DLDataTypeCode_kDLInt); impl_dltensor_from_ndarray!(i64, DLDataTypeCode_kDLInt); impl_dltensor_from_ndarray!(u32, DLDataTypeCode_kDLUInt); impl_dltensor_from_ndarray!(u64, DLDataTypeCode_kDLUInt);