diff --git a/surveys/desi/make_desi_nn.sh b/surveys/desi/make_desi_nn.sh
index 9fb80d4..ca3e06c 100755
--- a/surveys/desi/make_desi_nn.sh
+++ b/surveys/desi/make_desi_nn.sh
@@ -15,7 +15,7 @@ BRESOL='x/1.55'
 RRESOL='x/1.55'
 ZRESOL='x/1.8'
 VSINIS=0,300
-REVISION=v241115_phoenn
+REVISION=v241115_phoenn_h5
 EVERY=200
 SMOOTH=0.0
 PREFIX=../../..//templ_data/desi/${REVISION}/
diff --git a/surveys/desi/make_desi_nn_resolmat.sh b/surveys/desi/make_desi_nn_resolmat.sh
new file mode 100755
index 0000000..db2af08
--- /dev/null
+++ b/surveys/desi/make_desi_nn_resolmat.sh
@@ -0,0 +1,97 @@
+#!/bin/bash
+set -e
+TEMPLPREF=/home/skoposov/science/PHOENIX/v2.0/HiResFITS/PHOENIX-ACES-AGSS-COND-2011/
+WAVEFILE=/home/skoposov/science/PHOENIX/v2.0/HiResFITS/WAVE_PHOENIX-ACES-AGSS-COND-2011.fits
+BLAM0=3500
+BLAM1=5900
+RLAM0=5660
+RLAM1=7720
+ZLAM0=7420
+ZLAM1=9924
+# half desi
+BSTEP=0.4
+RSTEP=0.4
+ZSTEP=0.4
+
+# This is resolution with Gaussian sigma = 0.5 A
+BRESOL='0.849*x'
+RRESOL='0.849*x'
+ZRESOL='0.849*x'
+
+# CCF ignores resolution matrix
+BRESOL_CCF='x/1.55'
+RRESOL_CCF='x/1.55'
+ZRESOL_CCF='x/1.8'
+
+
+VSINIS=0,300
+REVISION=v241115_phoenn_h5_resolmat
+EVERY=200
+SMOOTH=0.0
+PREFIX=../../..//templ_data/desi/${REVISION}/
+
+mkdir -p $PREFIX                                                                                              
+
+DBFILE0=${PREFIX}/files.db
+DBFILE=${PREFIX}/files_masked.db
+
+rvs_read_grid --prefix /home/skoposov/science/PHOENIX/v2.0/HiResFITS/PHOENIX-ACES-AGSS-COND-2011/ --templdb $DBFILE0
+../mask_phoenix_grid.sh $DBFILE0 $DBFILE
+
+LAM0=($BLAM0 $RLAM0 $ZLAM0)
+LAM1=($BLAM1 $RLAM1 $ZLAM1)
+STEP=($BSTEP $RSTEP $ZSTEP)
+CONF=(desi_b desi_r desi_z)
+RESOL=($BRESOL $RRESOL $ZRESOL)
+RESOL_CCF=($BRESOL_CCF $RRESOL_CCF $ZRESOL_CCF)
+
+
+# this is making ccfs
+for i in 0 1 2; do {
+    (
+    CURLAM0=${LAM0[$i]}
+    CURLAM1=${LAM1[$i]}
+    CURCONF=${CONF[$i]}
+    CURSTEP=${STEP[$i]}
+    CURRESOL=${RESOL_CCF[$i]}
+    rvs_make_interpol --nthreads 2 --setup $CURCONF --lambda0 $CURLAM0 --lambda1 $CURLAM1 \
+    --resol_func $CURRESOL --step $CURSTEP --templdb ${DBFILE} \
+    --oprefix ${PREFIX}/ --templprefix $TEMPLPREF --wavefile $WAVEFILE \
+    --revision=$REVISION --no-normalize
+
+    rvs_make_ccf --setup $CURCONF --lambda0 $CURLAM0 --lambda1 $CURLAM1  --every $EVERY \
+    --vsinis $VSINIS --prefix ${PREFIX}/ --oprefix=${PREFIX} --step $CURSTEP \
+    --revision=$REVISION
+
+    rvs_make_ccf --setup $CURCONF --lambda0 $CURLAM0 --lambda1 $CURLAM1  --every $EVERY \
+    --vsinis $VSINIS --prefix ${PREFIX}/ --oprefix=${PREFIX} --step $CURSTEP \
+    --revision=$REVISION --nocontinuum
+    ) & 
+} ; done 
+wait;
+
+# this is preparing higher res spectra
+
+for i in 0 1 2; do {
+    (
+    CURLAM0=${LAM0[$i]}
+    CURLAM1=${LAM1[$i]}
+    CURCONF=${CONF[$i]}
+    CURSTEP=${STEP[$i]}
+    CURRESOL=${RESOL[$i]}
+    rvs_make_interpol --nthreads 2 --setup $CURCONF --lambda0 $CURLAM0 --lambda1 $CURLAM1 \
+    --resol_func $CURRESOL --step $CURSTEP --templdb ${DBFILE} \
+    --oprefix ${PREFIX}/ --templprefix $TEMPLPREF --wavefile $WAVEFILE \
+    --revision=$REVISION --no-normalize
+
+    rvs_make_ccf --setup $CURCONF --lambda0 $CURLAM0 --lambda1 $CURLAM1  --every $EVERY \
+    --vsinis $VSINIS --prefix ${PREFIX}/ --oprefix=${PREFIX} --step $CURSTEP \
+    --revision=$REVISION
+    rvs_make_ccf --setup $CURCONF --lambda0 $CURLAM0 --lambda1 $CURLAM1  --every $EVERY \
+    --vsinis $VSINIS --prefix ${PREFIX}/ --oprefix=${PREFIX} --step $CURSTEP \
+    --revision=$REVISION --nocontinuum
+    ) & 
+} ; done 
+wait;
+
+for a in b r z ; do rvs_train_nn_interpolator  --pca_init --revision=$REVISION   --dir=/home/skoposov/science/specfit/templ_data/desi/${REVISION}/  --setup=desi_${a} ; done