This contains my bachelors thesis and associated tex files, code snippets and maybe more. Topic: Data Movement in Heterogeneous Memories with Intel Data Streaming Accelerator
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#pragma once
#include <iostream>
#include "json/single_include/nlohmann/json.hpp"
#include "statuscode-tostring.hpp"
#include "barrier.hpp"
struct TaskData {
// thread placement / engine selection
uint8_t numa_node;
// region size and source+destination for move
size_t size;
uint8_t nnode_src;
uint8_t nnode_dst;
// repetition
uint32_t rep_count;
bool batch_submit;
uint32_t batch_size;
// thread output
dml::status_code status;
// average run duration in microseconds
double combined_duration;
double submit_duration;
double complete_duration;
double combined_duration_stdev;
double submit_duration_stdev;
double complete_duration_stdev;
// completed iterations
uint32_t rep_completed;
// set by execution
barrier* barrier_;
};
inline void to_json(nlohmann::json& j, const TaskData& a) {
j["task"]["size"] = a.size;
j["task"]["iterations"] = a.rep_count;
j["task"]["batching"]["batch_submit"] = a.batch_submit;
j["task"]["batching"]["batch_size"] = a.batch_size;
j["affinity"]["node"] = a.numa_node;
j["affinity"]["nnode_src"] = a.nnode_src;
j["affinity"]["nnode_dst"] = a.nnode_dst;
j["report"]["time"]["unit"] = "microseconds";
j["report"]["time"]["completion_avg"] = a.complete_duration;
j["report"]["time"]["submission_avg"] = a.submit_duration;
j["report"]["time"]["combined_avg"] = a.combined_duration;
j["report"]["time"]["completion_stdev"] = a.complete_duration_stdev;
j["report"]["time"]["submission_stdev"] = a.submit_duration_stdev;
j["report"]["time"]["combined_stdev"] = a.combined_duration_stdev;
j["report"]["iterations_completed"] = a.rep_completed;
j["report"]["status"] = StatusCodeToString(a.status);
}
inline void from_json(const nlohmann::json& j, TaskData& a) {
j["task"]["size"].get_to(a.size);
j["task"]["batching"]["batch_submit"].get_to(a.batch_submit);
j["task"]["batching"]["batch_size"].get_to(a.batch_size);
j["affinity"]["node"].get_to(a.numa_node);
j["affinity"]["nnode_src"].get_to(a.nnode_src);
j["affinity"]["nnode_dst"].get_to(a.nnode_dst);
}
inline void WriteResultLog(const std::vector<TaskData>& args, const std::string& path, std::ostream& os) {
nlohmann::json json;
json["count"] = args.size();
json["path"] = path;
json["list"] = args;
os << std::setw(4) << json;
}
inline void ReadWorkDescription(std::vector<TaskData>& args, std::string& path, std::istream& is) {
nlohmann::json json;
is >> json;
const uint32_t count = json.at("count");
args.resize(count);
path = json.at("path");
for (uint32_t i = 0; i < count; i++) {
args[i] = json["list"][i].template get<TaskData>();
}
}