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NeuPIMSCore.h
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#pragma once
#include <list>
#include <memory>
#include <vector>
#include "Dram.h"
#include "SimulationConfig.h"
#include "Sram.h"
#include "Stat.h"
class NeuPIMSCore {
public:
NeuPIMSCore(uint32_t id, SimulationConfig config);
virtual bool running();
virtual bool can_issue(Tile &next_tile);
virtual bool can_issue_pim();
virtual void issue(Tile &in_tile);
virtual void issue_pim(Tile &in_tile);
virtual void log();
virtual Ptr<Tile> pop_finished_tile();
virtual void cycle();
// add index to each methods
virtual bool has_memory_request1(uint32_t index) {
return _memory_request_queues1[index].size() > 0;
}
virtual void pop_memory_request1(uint32_t index) {
assert(has_memory_request1(index));
_memory_request_queues1[index].pop();
}
virtual MemoryAccess *top_memory_request1(uint32_t index) {
return _memory_request_queues1[index].front();
}
virtual bool has_memory_request2(uint32_t index) {
return _memory_request_queues2[index].size() > 0;
}
virtual void pop_memory_request2(uint32_t index) {
assert(has_memory_request2(index));
_memory_request_queues2[index].pop();
}
virtual MemoryAccess *top_memory_request2(uint32_t index) {
return _memory_request_queues2[index].front();
}
virtual void push_memory_request1(MemoryAccess *request);
virtual void push_memory_request2(MemoryAccess *request);
virtual void push_memory_response(MemoryAccess *response);
virtual void pim_push_memory_response(MemoryAccess *response);
virtual void print_stats();
virtual cycle_type get_compute_cycles() { return _stat_compute_cycle; }
protected:
virtual bool can_issue_compute(Instruction &inst);
virtual bool pim_can_issue_compute(Instruction &inst);
virtual cycle_type get_inst_compute_cycles(Instruction &inst) = 0;
const uint32_t _id;
const SimulationConfig _config;
cycle_type _core_cycle;
uint64_t _compute_end_cycle;
cycle_type _stat_compute_cycle;
cycle_type _stat_idle_cycle;
cycle_type _stat_memory_cycle;
cycle_type _accum_request_rr_cycle;
cycle_type _max_request_rr_cycle;
cycle_type _min_request_rr_cycle;
cycle_type _memory_stall_cycle;
cycle_type _compute_memory_stall_cycle;
cycle_type _vector_memory_stall_cycle;
cycle_type _layernorm_stall_cycle;
cycle_type _softmax_stall_cycle;
cycle_type _add_stall_cycle;
cycle_type _gelu_stall_cycle;
cycle_type _load_memory_cycle;
cycle_type _store_memory_cycle;
/* Vector Unit Params */
cycle_type _stat_vec_compute_cycle;
cycle_type _stat_vec_memory_cycle; // Does not acctuall count yet
cycle_type _stat_vec_idle_cycle; // Does not acctuall count yet
cycle_type _stat_matmul_cycle;
cycle_type _stat_layernorm_cycle;
cycle_type _stat_add_cycle;
cycle_type _stat_gelu_cycle;
cycle_type _stat_softmax_cycle;
int _running_layer;
std::deque<std::shared_ptr<Tile>> _tiles;
std::deque<std::shared_ptr<Tile>> _pim_tiles;
std::queue<std::shared_ptr<Tile>> _finished_tiles;
std::queue<Instruction> _compute_pipeline;
std::vector<std::queue<Instruction>> _vector_pipelines;
// SA Sub-batch queue
std::queue<Instruction> _ld_inst_queue_for_sa;
std::queue<Instruction> _st_inst_queue_for_sa;
std::queue<Instruction> _ex_inst_queue_for_sa;
// PIM Sub-batch queue
std::queue<Instruction> _ld_inst_queue_for_pim;
std::queue<Instruction> _st_inst_queue_for_pim;
std::queue<Instruction> _ex_inst_queue_for_pim;
// make it to vector
std::vector<std::queue<MemoryAccess *>> _memory_request_queues1;
std::vector<std::queue<MemoryAccess *>> _memory_request_queues2;
std::queue<MemoryAccess *> _memory_request_queue;
std::queue<MemoryAccess *> _memory_response_queue;
uint32_t _waiting_write_reqs;
int _current_spad;
int _current_acc_spad;
Sram _spad;
Sram _acc_spad;
Sram _pim_spad;
Sram _pim_acc_spad;
};