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[METAL] Fix the rest memory leaks in Metal runtime #8175

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Jun 4, 2021
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56 changes: 56 additions & 0 deletions src/runtime/metal/metal_common.h
Original file line number Diff line number Diff line change
Expand Up @@ -42,9 +42,65 @@

#include "../workspace_pool.h"

/* Macro for convenience in using AutoReleasePoolWrapper.
* With this macro we can add AutoReleasePoolWrapper to our ObjC code in more
* native way.
*
* For example, this is ObjC code with autoreleasepool:
* @autoreleasepool {
* // Some code
* }
*
* To avoid possible memory leaks when an exception will be generated, we
* should update this code:
* AUTORELEASEPOOL { // Replace @autoreleasepool -> AUTORELEASEPOOL
* // Some code
* }; // Add semicolon after close bracket
*
* In macro AUTORELEASEPOOL we get the instance of AutoReleasePoolWrapper and
* put a lambda function with code from autoreleasepool to the insertion
* operator of AutoReleasePoolWrapper class.
*
* Note: If you want to return a value from the autoreleasepool, you should
* declare the variable with result before AUTORELEASEPOOL macro. This variable
* will be captured by reference and you can use it in the code in autorelease
* pool. But you should write return statement after AUTORELEASEPOOL macro.
*/
#define AUTORELEASEPOOL tvm::runtime::metal::AutoReleasePoolWrapper::GetInstance() << [&]()
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namespace tvm {
namespace runtime {
namespace metal {
/*!
* \brief Wrapper on autoreleasepool with exception handling
*
* \note In case when the exception was thrown from the autoreleasepool, the
* allocated resources won't be released in proper way. So, we handle exception
* in autoreleasepool and after the autoreleasepool we rethrow this exception.
*/
class AutoReleasePoolWrapper {
public:
static AutoReleasePoolWrapper& GetInstance();
template <typename T>
void operator<<(const T& f) {
std::exception_ptr eptr;
@autoreleasepool {
try {
f();
} catch (...) {
eptr = std::current_exception();
}
}
if (eptr) std::rethrow_exception(eptr);
}

private:
AutoReleasePoolWrapper() = default;
~AutoReleasePoolWrapper() = default;
AutoReleasePoolWrapper(const AutoReleasePoolWrapper&) = delete;
AutoReleasePoolWrapper& operator=(const AutoReleasePoolWrapper&) = delete;
};

/*!
* \brief Structure for error handling in queues
*/
Expand Down
40 changes: 22 additions & 18 deletions src/runtime/metal/metal_device_api.mm
Original file line number Diff line number Diff line change
Expand Up @@ -29,17 +29,20 @@
namespace runtime {
namespace metal {

AutoReleasePoolWrapper& AutoReleasePoolWrapper::GetInstance() {
static AutoReleasePoolWrapper instance;
return instance;
}

MetalWorkspace* MetalWorkspace::Global() {
@autoreleasepool {
// NOTE: explicitly use new to avoid exit-time destruction of global state
// Global state will be recycled by OS as the process exits.
static MetalWorkspace* inst = new MetalWorkspace();
return inst;
}
// NOTE: explicitly use new to avoid exit-time destruction of global state
// Global state will be recycled by OS as the process exits.
static MetalWorkspace* inst = new MetalWorkspace();
return inst;
}

void MetalWorkspace::GetAttr(Device dev, DeviceAttrKind kind, TVMRetValue* rv) {
@autoreleasepool {
AUTORELEASEPOOL {
this->Init();
size_t index = static_cast<size_t>(dev.device_id);
if (kind == kExist) {
Expand Down Expand Up @@ -80,7 +83,7 @@
case kDriverVersion:
return;
}
}
};
}

static const char* kDummyKernel = R"A0B0(
Expand Down Expand Up @@ -161,7 +164,8 @@ int GetWarpSize(id<MTLDevice> dev) {

void* MetalWorkspace::AllocDataSpace(Device device, size_t nbytes, size_t alignment,
DLDataType type_hint) {
@autoreleasepool {
id<MTLBuffer> buf;
AUTORELEASEPOOL {
this->Init();
id<MTLDevice> dev = GetDevice(device);
// GPU memory only
Expand All @@ -173,20 +177,20 @@ int GetWarpSize(id<MTLDevice> dev) {
storage_mode = MTLResourceStorageModeManaged;
#endif
*/
id<MTLBuffer> buf = [dev newBufferWithLength:nbytes options:storage_mode];
buf = [dev newBufferWithLength:nbytes options:storage_mode];
ICHECK(buf != nil);
return (void*)(buf);
}
};
return (void*)(buf);
}

void MetalWorkspace::FreeDataSpace(Device dev, void* ptr) {
@autoreleasepool {
AUTORELEASEPOOL {
// MTLBuffer PurgeableState should be set to empty before manual
// release in order to prevent memory leak
[(id<MTLBuffer>)ptr setPurgeableState:MTLPurgeableStateEmpty];
// release the ptr.
CFRelease(ptr);
}
};
}

Stream* GetStream(TVMStreamHandle stream, int device_id) {
Expand All @@ -199,7 +203,7 @@ int GetWarpSize(id<MTLDevice> dev) {
void MetalWorkspace::CopyDataFromTo(const void* from, size_t from_offset, void* to,
size_t to_offset, size_t size, Device dev_from, Device dev_to,
DLDataType type_hint, TVMStreamHandle stream) {
@autoreleasepool {
AUTORELEASEPOOL {
this->Init();
Device dev = dev_from;
Stream* s = GetStream(stream, dev.device_id);
Expand Down Expand Up @@ -261,7 +265,7 @@ int GetWarpSize(id<MTLDevice> dev) {
LOG(FATAL) << "Expect copy from/to Metal or between Metal"
<< ", from=" << from_dev_type << ", to=" << to_dev_type;
}
}
};
}

TVMStreamHandle MetalWorkspace::CreateStream(Device dev) {
Expand All @@ -276,7 +280,7 @@ int GetWarpSize(id<MTLDevice> dev) {
}

void MetalWorkspace::StreamSync(Device dev, TVMStreamHandle stream) {
@autoreleasepool {
AUTORELEASEPOOL {
Stream* s = GetStream(stream, dev.device_id);
// commit an empty command buffer and wait until it completes.
id<MTLCommandBuffer> cb = s->GetCommandBuffer();
Expand All @@ -285,7 +289,7 @@ int GetWarpSize(id<MTLDevice> dev) {
if (s->HasErrorHappened()) {
LOG(FATAL) << "Error! Some problems on GPU happaned!";
}
}
};
}

void MetalWorkspace::SetStream(Device dev, TVMStreamHandle stream) {
Expand Down
26 changes: 16 additions & 10 deletions src/runtime/metal/metal_module.mm
Original file line number Diff line number Diff line change
Expand Up @@ -193,7 +193,7 @@ void Init(MetalModuleNode* m, ObjectPtr<Object> sptr, const std::string& func_na
}
// invoke the function with void arguments
void operator()(TVMArgs args, TVMRetValue* rv, const ArgUnion64* pack_args) const {
@autoreleasepool {
AUTORELEASEPOOL {
metal::MetalThreadEntry* t = metal::MetalThreadEntry::ThreadLocal();
int device_id = t->device.device_id;
auto stream = static_cast<metal::Stream*>(t->stream[device_id]);
Expand Down Expand Up @@ -223,7 +223,7 @@ void operator()(TVMArgs args, TVMRetValue* rv, const ArgUnion64* pack_args) cons
[encoder dispatchThreadgroups:dimGrid threadsPerThreadgroup:dimBlock];
[encoder endEncoding];
[cb commit];
}
};
}

private:
Expand All @@ -248,27 +248,33 @@ void operator()(TVMArgs args, TVMRetValue* rv, const ArgUnion64* pack_args) cons

PackedFunc MetalModuleNode::GetFunction(const std::string& name,
const ObjectPtr<Object>& sptr_to_self) {
@autoreleasepool {
PackedFunc pf;
AUTORELEASEPOOL {
ICHECK_EQ(sptr_to_self.get(), this);
ICHECK_NE(name, symbol::tvm_module_main) << "Device function do not have main";
auto it = fmap_.find(name);
if (it == fmap_.end()) return PackedFunc();
if (it == fmap_.end()) {
pf = PackedFunc();
return;
}
const FunctionInfo& info = it->second;
MetalWrappedFunc f;
size_t num_buffer_args = NumBufferArgs(info.arg_types);
f.Init(this, sptr_to_self, name, num_buffer_args, info.arg_types.size() - num_buffer_args,
info.thread_axis_tags);
return PackFuncNonBufferArg(f, info.arg_types);
}
pf = PackFuncNonBufferArg(f, info.arg_types);
};
return pf;
}

Module MetalModuleCreate(std::string data, std::string fmt,
std::unordered_map<std::string, FunctionInfo> fmap, std::string source) {
@autoreleasepool {
ObjectPtr<Object> n;
AUTORELEASEPOOL {
metal::MetalWorkspace::Global()->Init();
auto n = make_object<MetalModuleNode>(data, fmt, fmap, source);
return Module(n);
}
n = make_object<MetalModuleNode>(data, fmt, fmap, source);
};
return Module(n);
}

// Load module from module.
Expand Down