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current status, semi implemented micro session
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Mutinifni authored and weberlo committed May 22, 2019
1 parent 03fe7ab commit 49351ce
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Showing 11 changed files with 416 additions and 55 deletions.
11 changes: 7 additions & 4 deletions python/tvm/contrib/binutil.py
Original file line number Diff line number Diff line change
Expand Up @@ -81,13 +81,13 @@ def tvm_relocate_binary(binary_name, text, data, bss):


@register_func("tvm_read_binary_section")
def tvm_read_binary_section(binary_name, section):
def tvm_read_binary_section(binary, section):
"""Returns the contents of the specified section in the binary file
Parameters
----------
binary_name : string
name of the binary file
binary : bytearray
contents of the binary
section : string
type of section
Expand All @@ -98,10 +98,13 @@ def tvm_read_binary_section(binary_name, section):
contents of the read section
"""
tmp_dir = util.tempdir()
tmp_bin = tmp_dir.relpath("temp.bin")
tmp_section = tmp_dir.relpath("tmp_section.bin")
with open(tmp_bin, "wb") as out_file:
out_file.write(bytes(binary))
p1 = subprocess.Popen(["objcopy", "--dump-section",
"." + section + "=" + tmp_section,
binary_name],
tmp_bin],
stdout=subprocess.PIPE,
stderr=subprocess.STDOUT)
(out, _) = p1.communicate()
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3 changes: 1 addition & 2 deletions src/runtime/micro/device/utvm_runtime.cc
Original file line number Diff line number Diff line change
Expand Up @@ -12,8 +12,7 @@ UTVMTask task;
void UTVMDone() {}

// init stub
int UTVMMain()
{
int UTVMMain() {
task.func(task.args, task.arg_type_ids, *task.num_args);
UTVMDone();
return 0;
Expand Down
10 changes: 5 additions & 5 deletions src/runtime/micro/low_level_device.h
Original file line number Diff line number Diff line change
Expand Up @@ -3,8 +3,8 @@
* \file low_level_device.h
* \brief Abstract low-level micro device management
*/
#ifndef TVM_RUNTIME_LOW_LEVEL_DEVICE_H_
#define TVM_RUNTIME_LOW_LEVEL_DEVICE_H_
#ifndef TVM_RUNTIME_MICRO_LOW_LEVEL_DEVICE_H_
#define TVM_RUNTIME_MICRO_LOW_LEVEL_DEVICE_H_

#include <cstddef>
#include <memory>
Expand Down Expand Up @@ -64,6 +64,6 @@ const std::shared_ptr<LowLevelDevice> HostLowLevelDeviceCreate(size_t num_bytes)
* \param port port of the OpenOCD server to connect to
*/
const std::shared_ptr<LowLevelDevice> OpenOCDLowLevelDeviceCreate(int port);
} // namespace runtime
} // namespace tvm
#endif // TVM_RUNTIME_LOW_LEVEL_DEVICE_H_
} // namespace runtime
} // namespace tvm
#endif // TVM_RUNTIME_MICRO_LOW_LEVEL_DEVICE_H_
6 changes: 3 additions & 3 deletions src/runtime/micro/micro_common.cc
Original file line number Diff line number Diff line change
Expand Up @@ -31,7 +31,7 @@ const char* SectionToString(SectionKind section) {

void* GetSymbol(std::unordered_map<std::string, void*> symbol_map,
std::string name,
void* base_addr) {
const void* base_addr) {
void* symbol_addr = symbol_map[name];
return (void*)((uint8_t*) symbol_addr - (uint8_t*) base_addr);
}
Expand Down Expand Up @@ -59,12 +59,12 @@ std::string RelocateBinarySections(std::string binary_name,
return relocated_bin;
}

std::string ReadSection(std::string binary_name, SectionKind section) {
std::string ReadSection(std::string binary, SectionKind section) {
CHECK(section == kText || section == kData || section == kBss)
<< "ReadSection requires section to be one of text, data or bss.";
const auto* f = Registry::Get("tvm_read_binary_section");
CHECK(f != nullptr) << "Require tvm_read_binary_section to exist in registry";
std::string section_contents = (*f)(binary_name, SectionToString(section));
std::string section_contents = (*f)(binary, SectionToString(section));
return section_contents;
}

Expand Down
8 changes: 4 additions & 4 deletions src/runtime/micro/micro_common.h
Original file line number Diff line number Diff line change
Expand Up @@ -88,7 +88,7 @@ const char* SectionToString(SectionKind section);
*/
void* GetSymbol(std::unordered_map<std::string, void*> symbol_map,
std::string name,
void* base_addr);
const void* base_addr);

/*!
* \brief links binary by repositioning section addresses
Expand All @@ -104,12 +104,12 @@ std::string RelocateBinarySections(std::string binary_name,
void* bss);

/*!
* \brief reads section from binary file
* \param binary_name input binary filename
* \brief reads section from binary
* \param binary input binary contents
* \param section section type to be read
* \return contents of the section
*/
std::string ReadSection(std::string binary_name, SectionKind section);
std::string ReadSection(std::string binary, SectionKind section);

/*!
* \brief finds size of the section in the binary
Expand Down
16 changes: 8 additions & 8 deletions src/runtime/micro/micro_device_api.cc
Original file line number Diff line number Diff line change
Expand Up @@ -29,13 +29,13 @@ class MicroDeviceAPI final : public DeviceAPI {
size_t alignment,
TVMType type_hint) final {
// TODO: can make this a private member, but where to best init it?
MicroSession* session = MicroSession::Global();
std::shared_ptr<MicroSession> session = MicroSession::Global();
void* alloc_ptr = session->AllocateInSection(kHeap, nbytes);
return alloc_ptr;
}

void FreeDataSpace(TVMContext ctx, void* ptr) final {
MicroSession* session = MicroSession::Global();
std::shared_ptr<MicroSession> session = MicroSession::Global();
session->FreeInSection(kHeap, ptr);
}

Expand All @@ -48,7 +48,7 @@ class MicroDeviceAPI final : public DeviceAPI {
TVMContext ctx_to,
TVMType type_hint,
TVMStreamHandle stream) final {
MicroSession* session = MicroSession::Global();
std::shared_ptr<MicroSession> session = MicroSession::Global();
uint8_t buffer[size];
constexpr int micro_devtype = kDLMicroDev;
std::tuple<int, int> type_from_to(ctx_from.device_type, ctx_to.device_type);
Expand All @@ -75,20 +75,20 @@ class MicroDeviceAPI final : public DeviceAPI {
}
}

// TODO: ignore this?
// TODO(): ignore this?
void StreamSync(TVMContext ctx, TVMStreamHandle stream) final {
}

// TODO: what about ctx?
void* AllocWorkspace(TVMContext ctx, size_t size, TVMType type_hint) final {
MicroSession* session = MicroSession::Global();
std::shared_ptr<MicroSession> session = MicroSession::Global();
void* alloc_ptr = session->AllocateInSection(kWorkspace, size);
return alloc_ptr;
}

// TODO: what about ctx?
void FreeWorkspace(TVMContext ctx, void* data) final {
MicroSession* session = MicroSession::Global();
std::shared_ptr<MicroSession> session = MicroSession::Global();
session->FreeInSection(kWorkspace, data);
}

Expand All @@ -109,5 +109,5 @@ TVM_REGISTER_GLOBAL("device_api.micro_dev")
DeviceAPI* ptr = MicroDeviceAPI::Global().get();
*rv = static_cast<void*>(ptr);
});
} // namespace runtime
} // namespace tvm
} // namespace runtime
} // namespace tvm
55 changes: 49 additions & 6 deletions src/runtime/micro/micro_module.cc
Original file line number Diff line number Diff line change
Expand Up @@ -11,6 +11,7 @@
#include "micro_session.h"
#include "low_level_device.h"
#include "micro_common.h"
#include "../pack_args.h"

namespace tvm {
namespace runtime {
Expand All @@ -32,14 +33,24 @@ class MicroModuleNode final : public ModuleNode {
* \brief initializes module by establishing device connection and loads binary
* \param binary name of the binary to be loaded
*/
void InitMicroModule(const std::string binary);
void InitMicroModule(const std::string binary) {
// TODO: if first MicroModule, then load init section in MicroSession
session_ = MicroSession::Global();
// TODO: ensure low_level_device_ is initialized in MicroSession
lldevice_ = session_->low_level_device();
binary_ = binary;
LoadBinary();
}

/*!
* \brief runs selected function on the micro device
* \param func name of the function to be run
* \param func_addr address of the function to be run
* \param args type-erased arguments passed to the function
*/
void RunFunction(std::string func, TVMArgs args);
void RunFunction(std::string func, void* func_addr, TVMArgs args) {
session_->PushToExecQueue(func_addr, args);
}

private:
/*! \brief loaded module text start address */
Expand All @@ -49,7 +60,7 @@ class MicroModuleNode final : public ModuleNode {
/*! \brief loaded module bss start address */
void* bss_start_;
/*! \brief size of module text section */
size_t code_size_;
size_t text_size_;
/*! \brief size of module data section */
size_t data_size_;
/*! \brief size of module bss section */
Expand All @@ -61,7 +72,27 @@ class MicroModuleNode final : public ModuleNode {
/*! \brief low-level device pointer */
std::shared_ptr<LowLevelDevice> lldevice_;
/*! \brief symbol map to addresses */
std::unordered_map<std::string, void*> symbol_map;
std::unordered_map<std::string, void*> symbol_map_;

void LoadBinary() {
text_size_ = GetSectionSize(binary_, kText);
data_size_ = GetSectionSize(binary_, kData);
bss_size_ = GetSectionSize(binary_, kBss);
text_start_ = session_->AllocateInSection(kText, text_size_);
data_start_ = session_->AllocateInSection(kData, data_size_);
bss_start_ = session_->AllocateInSection(kBss, bss_size_);
CHECK(text_start_ != nullptr && data_start_ != nullptr && bss_start_ != nullptr)
<< "Not enough space to load module on device";
std::string relocated_bin = RelocateBinarySections(binary_, text_start_,
data_start_, bss_start_);
std::string text_contents = ReadSection(relocated_bin, kText);
std::string data_contents = ReadSection(relocated_bin, kData);
std::string bss_contents = ReadSection(relocated_bin, kBss);
lldevice_->Write(text_start_, &text_contents[0], text_size_);
lldevice_->Write(data_start_, &data_contents[0], data_size_);
lldevice_->Write(bss_start_, &bss_contents[0], bss_size_);
symbol_map_ = GetSymbolMap(relocated_bin);
}
};

class MicroWrappedFunc {
Expand All @@ -74,7 +105,9 @@ class MicroWrappedFunc {
func_addr_ = func_addr;
}

void operator()(TVMArgs args, TVMRetValue* rv) const {
void operator()(TVMArgs args, TVMRetValue* rv, void** void_args) const {
// no return value yet, but may implement in the future
m_->RunFunction(func_name_, func_addr_, args);
}

private:
Expand All @@ -86,10 +119,20 @@ class MicroWrappedFunc {
void* func_addr_;
};

// TODO: register module load function
PackedFunc MicroModuleNode::GetFunction(
const std::string& name,
const std::shared_ptr<ModuleNode>& sptr_to_self) {
void* func_addr = GetSymbol(symbol_map_, name, lldevice_->base_addr());
MicroWrappedFunc f(this, name, func_addr);
return PackFuncVoidAddr(f, std::vector<TVMType>());
}

// register loadfile function to load module from Python frontend
TVM_REGISTER_GLOBAL("module.loadfile_micro_dev")
.set_body([](TVMArgs args, TVMRetValue* rv) {
std::shared_ptr<MicroModuleNode> n = std::make_shared<MicroModuleNode>();
n->InitMicroModule(args[0]);
*rv = runtime::Module(n);
});
} // namespace runtime
} // namespace tvm
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