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/* | |
* SPDX-FileCopyrightText: Copyright (c) 2025 NVIDIA CORPORATION & AFFILIATES. All rights reserved. | |
* SPDX-License-Identifier: Apache-2.0 | |
* | |
* 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. | |
*/ | |
/** @file gpu_memory_json.h | |
* @author Nikolaus Binder and Thomas Müller, NVIDIA | |
* @brief binding between GPUMemory and JSON librariy | |
*/ | |
namespace tcnn { | |
inline nlohmann::json::binary_t gpu_memory_to_json_binary(const void* gpu_data, size_t n_bytes) { | |
nlohmann::json::binary_t data_cpu; | |
data_cpu.resize(n_bytes); | |
CUDA_CHECK_THROW(cudaMemcpy(data_cpu.data(), gpu_data, n_bytes, cudaMemcpyDeviceToHost)); | |
return data_cpu; | |
} | |
inline void json_binary_to_gpu_memory(const nlohmann::json::binary_t& cpu_data, void* gpu_data, size_t n_bytes) { | |
CUDA_CHECK_THROW(cudaMemcpy(gpu_data, cpu_data.data(), n_bytes, cudaMemcpyHostToDevice)); | |
} | |
template <typename T> | |
inline void to_json(nlohmann::json& j, const GPUMemory<T>& gpu_data) { | |
j = gpu_memory_to_json_binary(gpu_data.data(), gpu_data.get_bytes()); | |
} | |
template <typename T> | |
inline void from_json(const nlohmann::json& j, GPUMemory<T>& gpu_data) { | |
if (j.is_binary()) { | |
const nlohmann::json::binary_t& cpu_data = j.get_binary(); | |
gpu_data.resize(cpu_data.size()/sizeof(T)); | |
json_binary_to_gpu_memory(cpu_data, gpu_data.data(), gpu_data.get_bytes()); | |
} else if (j.is_object()) { | |
// https://json.nlohmann.me/features/binary_values/#json | |
json::array_t arr = j["bytes"]; | |
nlohmann::json::binary_t cpu_data; | |
cpu_data.resize(arr.size()); | |
for(size_t i = 0; i < arr.size(); ++i) { | |
cpu_data[i] = (uint8_t)arr[i]; | |
} | |
gpu_data.resize(cpu_data.size()/sizeof(T)); | |
json_binary_to_gpu_memory(cpu_data, gpu_data.data(), gpu_data.get_bytes()); | |
} else { | |
throw std::runtime_error("Invalid json type: must be either binary or object"); | |
} | |
} | |
} | |