PDF uncertainties with Neural Networks
Transcript
PDF uncertainties with Neural Networks
PDF uncertainties with Neural Networks 21 novembre Andrea Piccione (NNPDF) PDF uncertainties with Neural Networks Martina Franca, 21/11/07 1/8 un confronto con 20 repliche Desktop: 1 AMD 64 3000+ (1800 GHz) - 5h chi2cme total = chi2cme nmc = chi2cme bcd = 0.770753281 0.709723309 0.825776367 GRID: 5 Intel E2140 (1600 GHz) - 1h chi2cme total = chi2cme nmc = chi2cme bcd = 0.762194036 0.698429759 0.819682302 I a seconda di come raggruppo le repliche cambia il seed del generatore di numeri pseudo casuali; I con 20 repliche la statistica è poca. Andrea Piccione (NNPDF) PDF uncertainties with Neural Networks Martina Franca, 21/11/07 2/8 un confronto con 20 repliche Desktop: 1 AMD 64 3000+ (1800 GHz) - 5h chi2cme total = chi2cme nmc = chi2cme bcd = 0.770753281 0.709723309 0.825776367 GRID: 5 Intel E2140 (1600 GHz) - 1h chi2cme total = chi2cme nmc = chi2cme bcd = 0.762194036 0.698429759 0.819682302 I a seconda di come raggruppo le repliche cambia il seed del generatore di numeri pseudo casuali; I con 20 repliche la statistica è poca. Andrea Piccione (NNPDF) PDF uncertainties with Neural Networks Martina Franca, 21/11/07 2/8 un confronto con 20 repliche Desktop: 1 AMD 64 3000+ (1800 GHz) - 5h chi2cme total = chi2cme nmc = chi2cme bcd = 0.770753281 0.709723309 0.825776367 GRID: 5 Intel E2140 (1600 GHz) - 1h chi2cme total = chi2cme nmc = chi2cme bcd = 0.762194036 0.698429759 0.819682302 I a seconda di come raggruppo le repliche cambia il seed del generatore di numeri pseudo casuali; I con 20 repliche la statistica è poca. Andrea Piccione (NNPDF) PDF uncertainties with Neural Networks Martina Franca, 21/11/07 2/8 una nuova struttura: dag+parametric Andrea Piccione (NNPDF) PDF uncertainties with Neural Networks Martina Franca, 21/11/07 3/8 amga collections Query> dir >> /nnpdf/generator >> collection >> /nnpdf/evfactinter >> collection >> /nnpdf/nnqns >> collection >> /nnpdf/runs >> collection Andrea Piccione (NNPDF) PDF uncertainties with Neural Networks Martina Franca, 21/11/07 4/8 mdcli script #1 generator.sh: lcg-cr --vo gilda file://$PWD/$LF_NAME -l lfn:$SE_PATH/$LF_NAME -d $SE_NAME TMP=‘mdcli sequence_next "$MD_PATH"/evfactinter/evfseq‘ mdcli addentry $MD_PATH/generator/$TMP nrep $NREP q2 $Q2 w2 $W2 name_file $LF_NAME evfactinter.sh: lcg-cr --vo gilda file://$PWD/$LF_NAME -l lfn:$SE_PATH/$LF_NAME -d $SE_NAME TMP=‘mdcli sequence_next "$MD_PATH"/evfactinter/evfseq‘ mdcli addentry $MD_PATH/evfactinter/$TMP alpha "0."$ALPHA_I ipt $IPT name_file $LF_NAME Andrea Piccione (NNPDF) PDF uncertainties with Neural Networks Martina Franca, 21/11/07 5/8 mdcli script #1 generator.sh: lcg-cr --vo gilda file://$PWD/$LF_NAME -l lfn:$SE_PATH/$LF_NAME -d $SE_NAME TMP=‘mdcli sequence_next "$MD_PATH"/evfactinter/evfseq‘ mdcli addentry $MD_PATH/generator/$TMP nrep $NREP q2 $Q2 w2 $W2 name_file $LF_NAME evfactinter.sh: lcg-cr --vo gilda file://$PWD/$LF_NAME -l lfn:$SE_PATH/$LF_NAME -d $SE_NAME TMP=‘mdcli sequence_next "$MD_PATH"/evfactinter/evfseq‘ mdcli addentry $MD_PATH/evfactinter/$TMP alpha "0."$ALPHA_I ipt $IPT name_file $LF_NAME Andrea Piccione (NNPDF) PDF uncertainties with Neural Networks Martina Franca, 21/11/07 5/8 mdcli script #2 nnqns.sh: TMPA=‘mdcli selectattr "$MD_PATH"/evfactinter:name_file "’alpha=$ALPHA’"‘ TMPR=‘mdcli selectattr "$MD_PATH"/generator:name_file "’nrep=$NREP’"‘ if [ -z "$TMPA" -o -z "$TMPR" ] then echo "ERROR" else TMPF=‘mdcli selectattr "$MD_PATH"/nnqns:name_file "’nrep=$NREP and alpha=$ALPHA’"‘ if [ -z "$TMPF" ] then NAME_GEN=‘mdcli selectattr "$MD_PATH"/generator:name_file "’nrep=$NREP’"‘ lcg-cp --vo gilda lfn:$SE_PATH/ttmmpp/$NAME_GEN file://$PWD/gen_rep.tgz NAME_EVK=‘mdcli selectattr "$MD_PATH"/evfactinter:name_file "’alpha=$ALPHA’"‘ lcg-cp --vo gilda lfn:$SE_PATH/ttmmpp/$NAME_EVK file://$PWD/ev_ker.tgz [ .. ] Andrea Piccione (NNPDF) PDF uncertainties with Neural Networks Martina Franca, 21/11/07 6/8 mdcli script #3 nnqns.sh: [ .. ] mdcli addentry $MD_PATH/runs/$NAME_F id $NJOB first_rep $kappap last_rep $NNDIST error 0 status RUNNING mdcli setattr $MD_PATH/runs/$NAME_F alpha $ALPHA nrep $NREP checkout.sh: ALPHA=‘mdcli getattr /nnpdf/runs alpha|head -2|tail -1 ‘ NREP=‘mdcli getattr /nnpdf/runs nrep|head -2|tail -1 ‘ TMP=‘mdcli sequence_next "$MD_PATH"/nnqns/fitseq‘ mdcli addentry $MD_PATH/nnqns/$TMP name_file $LF_NAME"_"$TMP alpha $ALPHA nrep $NREP Andrea Piccione (NNPDF) PDF uncertainties with Neural Networks Martina Franca, 21/11/07 7/8 cosa manca? una struttura che scriva un articolo pigiando “enter” . . . in pratica: I gestione del job con MyProxy; I controlli sui run (per ora solo il minimo sindacale); I protezione del database; I interfaccia “umana” per amga; I riordinare il codice. Andrea Piccione (NNPDF) PDF uncertainties with Neural Networks Martina Franca, 21/11/07 8/8 cosa manca? una struttura che scriva un articolo pigiando “enter” . . . in pratica: I gestione del job con MyProxy; I controlli sui run (per ora solo il minimo sindacale); I protezione del database; I interfaccia “umana” per amga; I riordinare il codice. Andrea Piccione (NNPDF) PDF uncertainties with Neural Networks Martina Franca, 21/11/07 8/8