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config.h
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/* Copyright 2018 Stanford
*
* 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.
*/
#ifndef _FLEXFLOW_CONFIG_H_
#define _FLEXFLOW_CONFIG_H_
#include <cstring>
#include "legion.h"
// ========================================================
// Define Runtime Constants
// ========================================================
#define MAX_NUM_INPUTS 6
#define MAX_NUM_LOCALS 3
#define MAX_NUM_WORKERS 16
#define MAX_DIM 4
#define MAX_FILENAME 200
#define MAX_OPNAME 64
// DataLoader
#define MAX_SAMPLES_PER_LOAD 64
#define MAX_FILE_LENGTH 128
using namespace Legion;
struct ParallelConfig {
int nDims, dim[MAX_DIM];
int gpu[MAX_NUM_WORKERS];
};
class FFConfig {
public:
int epochs, batchSize, numIterations, printFreq;
int inputHeight, inputWidth;
int numNodes, loadersPerNode, workersPerNode;
float learningRate, weightDecay;
size_t workSpaceSize;
Context lg_ctx;
Runtime* lg_hlr;
FieldSpace field_space;
bool syntheticInput, profiling;
std::string datasetPath, strategyFile;
std::map<std::string, ParallelConfig> strategies;
bool load_strategy_file(std::string filename);
bool save_strategy_file(std::string filename);
};
struct ParaConfigCompare {
bool operator()(const ParallelConfig& a, const ParallelConfig& b) const {
if (a.nDims != b.nDims)
return a.nDims < b.nDims;
for (int i = 0; i < a.nDims; i++)
if (a.dim[i] != b.dim[i])
return a.dim[i] < b.dim[i];
return false;
}
};
#endif//_FLEXFLOW_CONFIG_H_