%??Copyright?（c）?2014?Karen?Simonyan
%??All?rights?reserved.
%??This?code?is?made?available?under?the?terms?of?the?BSD?license?（see?COPYING?file）.

clear;

%?set?to?‘false‘?to?run?locally
isCluster?=?false;

%?experiment?name
prms.expName?=?‘SIFT_1pix_PCA64_GMM512‘;

%?image?set?name
prms.setName?=?‘lfw_aligned‘;

%?‘unrest‘:?unrestricted?‘rest‘:?restricted
prms.trainSettingName?=?‘unrest‘;

%?prms.expName?=?‘SIFT_1pix_PCA64_GMM512_restricted‘;
%?prms.setName?=?‘lfw_funneled‘;
%?prms.trainSettingName?=?‘rest‘;

%%
if?isCluster
????
????%?run?on?the?cluster

????fprintf（‘Computing?DSIFT...\n‘）;
????JD1?=?batch（‘face_desc.manager.face_descriptor.compute_dense‘?‘matlabpool‘?50?‘workspace‘?prms）;?
????wait（JD1）;

????fprintf（‘Learning?PCA?and?codebooks...\n‘）;
????JD2?=?batch（‘face_desc.manager.face_descriptor.learn_pca_gmm‘?‘matlabpool‘?10?‘workspace‘?prms）;
????wait（JD2）;

????fprintf（‘Computing?FV...\n‘）;
????JD3?=?batch（‘face_desc.manager.face_descriptor.compute_fv‘?‘matlabpool‘?50?‘workspace‘?prms）;?

else
????
????%?copy?params?struct?to?the?current?workspace?&?run?the?code
????prmsName?=?fieldnames（prms）;
????
????for?idxName?=?1:numel（prmsName）
????????assignin（‘base‘?prmsName{idxName}?prms.（prmsName{idxName}））;
????end
????
????%?subset?of?dense?SIFT?features
????face_desc.manager.face_descriptor.compute_dense;
????
????%?SIFT-PCA?&?GMM?learning
????face_desc.manager.face_descriptor.learn_pca_gmm;
????
????%?FV?computation
????face_desc.manager.face_descriptor.compute_fv;????
end