Files
paddlepaddle--paddle/paddle/cinn/backends/custom_device/codegen_custom_device_dev.cc
T
2026-07-13 12:40:42 +08:00

106 lines
3.5 KiB
C++

// Copyright (c) 2026 CINN Authors. All Rights Reserved.
//
// 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.
#include "paddle/cinn/backends/custom_device/codegen_custom_device_dev.h"
#include <string>
#include <vector>
#include "paddle/cinn/runtime/custom_device/custom_device_backend_api.h"
#include "paddle/phi/backends/device_manager.h"
#include "paddle/phi/common/place.h"
namespace cinn {
namespace backends {
namespace custom_device {
CodeGenCustomDevice::CodeGenCustomDevice(Target target)
: CodeGenGpuDev(target) {}
void CodeGenCustomDevice::PrintIncludes() {
// 1. Basic macro definitions
str_ += "#define CINN_WITH_CUSTOM_DEVICE\n";
str_ += "#include \"float16.h\"\n";
str_ += "#include \"bfloat16.h\"\n";
str_ += "using cinn::common::float16;\n";
str_ += "using cinn::common::bfloat16;\n";
// 2. Dynamically retrieve CustomDevice Runtime Source
// Logic: Identify current system's Custom Device types -> Get Plugin ->
// Extract Source
std::string dev_type = "";
auto devs = phi::DeviceManager::GetAllCustomDeviceTypes();
if (!devs.empty()) {
// Default to the first registered custom device
// Notice: Multi-vendor Environment not supported yet
dev_type = devs[0];
} else {
LOG(WARNING)
<< "No custom device found, skipping runtime source injection.";
return;
}
// Get the plugin instance
auto place = phi::CustomPlace(dev_type, 0);
try {
auto& plugin =
cinn::runtime::custom_device::CinnCustomDevicePlugin::GetInstance(
place);
// 3. Extract runtime source from Toolchain and append to the generated
// Kernel
std::string runtime_src = plugin.GetToolchain()->GetRuntimeSource();
if (runtime_src.empty()) {
LOG(WARNING) << "Custom Device [" << dev_type
<< "] returned empty runtime source.";
}
str_ += "\n// ----- Custom Device Runtime Source (Begin) -----\n";
str_ += runtime_src;
str_ += "\n// ----- Custom Device Runtime Source (End) -----\n";
} catch (const std::exception& e) {
LOG(ERROR) << "Failed to get CinnCustomDevicePlugin: " << e.what();
}
}
const std::string& CodeGenCustomDevice::GetSourceHeader() {
static std::string empty_header = "";
return empty_header;
}
void CodeGenCustomDevice::Visit(const ir::Min* op) {
str_ += "std::min(";
ir::Expr a = op->a(), b = op->b();
auto [unify_bit, both_dyn] =
common::UnifiedOperandTypeBits(&this->DynamicShapeMap(), op);
this->ProcessMinMaxOperand(&a, &b, unify_bit, both_dyn);
IrPrinter::Visit(a);
str_ += ", ";
IrPrinter::Visit(b);
str_ += ")";
}
void CodeGenCustomDevice::Visit(const ir::Max* op) {
str_ += "std::max(";
ir::Expr a = op->a(), b = op->b();
auto [unify_bit, both_dyn] =
common::UnifiedOperandTypeBits(&this->DynamicShapeMap(), op);
this->ProcessMinMaxOperand(&a, &b, unify_bit, both_dyn);
IrPrinter::Visit(a);
str_ += ", ";
IrPrinter::Visit(b);
str_ += ")";
}
} // namespace custom_device
} // namespace backends
} // namespace cinn