Memory Usage Tunning
Last updated
Last updated
References:
The memory model of WAMR can be basically described as below:
Note:
global heap: the heap to allocate memory for runtime data structures, including wasm module, wasm module instance, exec env, wasm operand stack and so on. It is initialized by wasm_runtime_init or wasm_runtime_full_init. And for wasm_runtime_full_init, developer can specify the memory allocation mode with RuntimeInitArgs *init_args: allocate memory from a user defined byte buffer, from user defined allocation function, or from the platform's os_malloc function. Refer to wasm_export.h and Embedding WAMR guideline for more details. And developer can use wasm_runtime_malloc/wasm_runtime_free to allocate/free memory from/to the global heap.
wasm operand stack: the stack to store the operands required by wasm bytecodes as WebAssembly is based on a stack machine. If the exec_env is created by developer with wasm_runtime_create_exec_env, then its size is specified by wasm_runtime_create_exec_env, otherwise if the exec_env is created by runtime internally, e.g. by wasm_application_execute_main or wasm_application_execute_func, then the size is specified by wasm_runtime_instantiate.
linear memory: a contiguous, mutable array of raw bytes. It is created with an initial size but might be grown dynamically. For most compilers, e.g. wasi-sdk, emsdk, rustc or asc, normally it includes three parts, data area, auxiliary stack area and heap area. For wasi-sdk, the initial/max size can be specified with -Wl,--initial-memory=n1,--max-memory=n2, for emsdk, the initial/max size can be specified with -s INITIAL_MEMORY=n1 -s MAXIMUM_MEMORY=n2 -s ALLOW_MEMORY_GROWTH=1 or -s TOTAL_MEMORY=n, and for asc, they can be specified with --initialMemory and --maximumMemory flags.
If the memory access boundary check with hardware trap feature is enabled, e.g. in Linux/MacOS/Windows x86-64 by default, the linear memory is allocated by os_mmap from virtual address space instead of global heap.
aux stack: the auxiliary stack resides in linear memory to store some temporary data when calling wasm functions, for example, calling a wasm function with complex struct arguments. For wasi-sdk, the size can be specified with -z stack-size=n, for emsdk, the size can be specified with -s TOTAL_STACK=n.
app heap and libc heap: the heap to allocate memory for wasm app, note that app heap is created only when the malloc/free functions (or __new/__release functions for AssemblyScript) are not exported and runtime can not detect the libc heap. To export the malloc/free functions, for wasi-sdk and emsdk, developer can use -Wl,--export=malloc -Wl,--export=free options, for asc, developer can use --exportRuntime option. For app heap, the size is specified by wasm_runtime_instantiate. It is recommended to export the malloc/free functions and disable app heap. However, if you are using the old pthread implementation, you might need some workaround to avoid the libc heap as mentioned in WAMR pthread library. And developer can use wasm_runtime_module_malloc/wasm_runtime_module_free to allocate/free memory from/to app heap (or libc heap if malloc/free functions are exported).
__data_end global and __heap_base global: two globals exported by wasm application to indicate the end of data area and the base address of libc heap. For WAMR, it is recommended to export them as when there are no possible memory grow operations, runtime will truncate the linear memory into the size indicated by __heap_base, so as to reduce the footprint, or at least one page (64KB) is required by linear memory.
Normally there are some methods to tune the memory usage:
set the global heap size with wasm_runtime_full_init
set the wasm operand stack size with wasm_runtime_create_exec_env or wasm_runtime_instantiate
set the linear memory size
set the auxiliary stack size
export malloc/free functions to use libc heap and disable app heap
set the app heap size with wasm_runtime_instantiate
use nostdlib mode, add -Wl,--strip-all: refer to How to reduce the footprint of building wasm app for more details
use XIP mode, refer to WAMR XIP (Execution In Place) feature introduction for more details
when using the Wasm C API in fast interpreter or AOT mode, set clone_wasm_binary=false in LoadArgs and free the wasm binary buffer (with wasm_byte_vec_delete) after module loading; wasm_module_is_underlying_binary_freeable can be queried to check if the wasm binary buffer can be safely freed (see the example); after the buffer is freed, wasm_runtime_get_custom_section cannot be called anymore
when using the wasm/AOT loader in fast interpreter or AOT mode, set wasm_binary_freeable=true in LoadArgs and free the wasm binary buffer (with wasm_byte_vec_delete) after module loading; wasm_runtime_is_underlying_binary_freeable can be queried to check if the wasm binary buffer can be safely freed; after the buffer is freed, wasm_runtime_get_custom_section cannot be called anymore
