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yyj e80614fc2d [feat](kt-sft): Activation reuse & Int8 kernel refactor & native block-FP8 LoRA SFT (#2141)
* feat(sft): support distributed activation reuse policies

* feat(sft): add frozen-base INT8 LoRA training

* fix(sft): make INT8 expert LoRA rank-zero authoritative

* fix(sft): preserve DeepSeek router LoRA routing

* feat(sft): enable persistent INT8 LoRA training

* perf(sft): accelerate INT8 VNNI with oneDNN BRGEMM

* perf(int8): fuse oneDNN compensation into backward repack

* [feat]: support BF16 expert LoRA training

* [fix]: honor forwarded activation policy in SFT workers

* feat(sft): add native block-FP8 routed expert LoRA

* feat(sft): expose explicit expert placeholder ownership

* fix(sft): publish fused adapter artifacts atomically

* feat(sft): own artifact and adapter lifecycle contracts

* fix(sft): harden artifact and rank-local contracts

* fix(sft): auto-adapt owner before adapter restore

* style(sft): keep lifecycle comments concise

* fix(sft): require fused adapter manifests

* test(sft): use spawn for distributed workers

* fix(sft): preserve runtime checkpoint metadata

* fix(sft): validate wrapped runtime configuration

* fix(sft): preserve expert format provenance

* fix(sft): own routed experts during device dispatch

* test(sft): lock explicit quantization conflict

* fix(cpu): make shared memory buffers lifetime-safe

* release: prepare v0.7.0
2026-08-17 16:25:14 +08:00

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/**
* @Description :
* @Author : chenht2022
* @Date : 2024-08-05 04:49:08
* @Version : 1.0.0
* @LastEditors : chenht2022
* @LastEditTime : 2024-08-05 06:36:41
* @Copyright (c) 2024 by KVCache.AI, All Rights Reserved.
**/
#ifndef CPUINFER_SHAREDMEMBUFFER_H
#define CPUINFER_SHAREDMEMBUFFER_H
#include <cstdint>
#include <cstdlib>
#include <functional>
#include <map>
#include <memory>
#include <mutex>
#include <variant>
#include <vector>
struct MemoryRequest {
std::vector<std::function<void(void*)>> funcs;
std::vector<size_t> sizes;
size_t total_size();
void update_base_ptr(void* base);
template <typename T>
void append_pointer(T** ptr, size_t size) {
append_function([ptr](void* base) { *ptr = reinterpret_cast<T*>(base); }, size);
}
void append_function(std::function<void(void*)> func, size_t size);
};
class SharedMemBuffer {
public:
SharedMemBuffer();
~SharedMemBuffer();
void alloc(void* object, MemoryRequest requests);
void dealloc(void* object);
private:
void* buffer;
uint64_t size;
std::map<void*, std::vector<MemoryRequest>> object_requests;
std::mutex lock;
};
static SharedMemBuffer shared_mem_buffer;
static SharedMemBuffer shared_mem_buffer_for_decoder_layer;
class SharedMemBufferNuma {
std::mutex lock;
std::map<size_t, std::unique_ptr<SharedMemBuffer>> numa_mem;
public:
void alloc(int numa, void* object, MemoryRequest requests);
void dealloc(int numa, void* object);
};
static SharedMemBufferNuma shared_mem_buffer_numa;
#endif