/* * 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. */ #[macro_use] extern crate lazy_static; #[macro_use] extern crate serde_derive; mod types; mod utils; use std::{collections::HashMap, convert::TryFrom, env, sync::Mutex}; use tvm_graph_rt::{Graph, GraphExecutor, SystemLibModule, Tensor as TVMTensor}; use types::Tensor; extern "C" { fn __wasm_call_ctors(); } lazy_static! { static ref SYSLIB: SystemLibModule = SystemLibModule::default(); static ref GRAPH_EXECUTOR: Mutex> = { unsafe { // This is necessary to invoke TVMBackendRegisterSystemLibSymbol // API calls. __wasm_call_ctors(); } let graph = Graph::try_from(include_str!(concat!( env!("CARGO_MANIFEST_DIR"), "/lib/graph.json" ))) .unwrap(); let params_bytes = include_bytes!(concat!(env!("CARGO_MANIFEST_DIR"), "/lib/graph.params")); let params = tvm_graph_rt::load_param_dict(params_bytes) .unwrap() .into_iter() .map(|(k, v)| (k, v.to_owned())) .collect::>>(); let mut exec = GraphExecutor::new(graph, &*SYSLIB).unwrap(); exec.load_params(params); Mutex::new(exec) }; } #[no_mangle] pub extern "C" fn run(wasm_addr: i32, in_size: i32) -> i32 { let in_tensor = unsafe { utils::load_input(wasm_addr, in_size as usize) }; let input: TVMTensor = in_tensor.as_dltensor().into(); // since this executor is not multi-threaded, we can acquire lock once let mut executor = GRAPH_EXECUTOR.lock().unwrap(); executor.set_input("data", input); executor.run(); let output = executor.get_output(0).unwrap().as_dltensor(false); let out_tensor: Tensor = output.into(); let out_size = unsafe { utils::store_output(wasm_addr, out_tensor) }; out_size as i32 }