diff --git a/example/concurrent-inferences.f90 b/example/concurrent-inferences.f90
index e6aaef9da..996d4c97d 100644
--- a/example/concurrent-inferences.f90
+++ b/example/concurrent-inferences.f90
@@ -20,7 +20,7 @@ program concurrent_inferences
   end if
 
   block 
-    type(inference_engine_t) network, inference_engine
+    type(inference_engine_t) inference_engine
     type(tensor_t), allocatable :: inputs(:,:,:), outputs(:,:,:)
     real, allocatable :: input_components(:,:,:,:)
     integer, parameter :: lat=263, lon=317, lev=15 ! latitudes, longitudes, levels (elevations)
diff --git a/example/learn-saturated-mixing-ratio.F90 b/example/learn-saturated-mixing-ratio.F90
index 10784e9e4..1302bde97 100644
--- a/example/learn-saturated-mixing-ratio.F90
+++ b/example/learn-saturated-mixing-ratio.F90
@@ -24,7 +24,7 @@ program train_saturated_mixture_ratio
   call system_clock(counter_start, clock_rate)
 
   block
-    integer, parameter :: max_num_epochs = 10000000, num_mini_batches = 6
+    integer, parameter :: max_num_epochs = 10000000, num_mini_batches = 7
     integer num_pairs ! number of input/output pairs
 
     type(mini_batch_t), allocatable :: mini_batches(:)
@@ -35,7 +35,7 @@ program train_saturated_mixture_ratio
     real, allocatable :: cost(:), random_numbers(:)
     integer io_status, network_unit, plot_unit
     integer, parameter :: io_success=0, diagnostics_print_interval = 1000, network_save_interval = 10000
-    integer, parameter :: nodes_per_layer(*) = [2, 72, 1]
+    integer, parameter :: nodes_per_layer(*) = [2, 4, 72, 2, 1]
     real, parameter :: cost_tolerance = 1.E-08
 
     call random_init(image_distinct=.true., repeatable=.true.)
diff --git a/example/supporting-modules/saturated_mixing_ratio_m.f90 b/example/supporting-modules/saturated_mixing_ratio_m.f90
index 3836dce91..e888f652d 100644
--- a/example/supporting-modules/saturated_mixing_ratio_m.f90
+++ b/example/supporting-modules/saturated_mixing_ratio_m.f90
@@ -37,7 +37,7 @@ module saturated_mixing_ratio_m
   real, parameter :: freezing_threshold = 273.15       ! [K]
   real, parameter :: T_min = 236.352524, T_max = 307.610779
   real, parameter :: p_min = 29671.1348, p_max = 98596.7578
-  integer, parameter :: resolution = 10
+  integer, parameter :: resolution = 20 
   integer i
   real, parameter :: T(*) = [(real(i)/real(resolution), i=0,resolution)]
   real, parameter :: p(*) = [(real(i)/real(resolution), i=0,resolution)]
diff --git a/fpm.toml b/fpm.toml
index 660058e62..d5cb38030 100644
--- a/fpm.toml
+++ b/fpm.toml
@@ -6,4 +6,6 @@ maintainer = "rouson@lbl.gov"
 
 [dependencies]
 assert = {git = "https://github.com/sourceryinstitute/assert", tag = "1.7.0"}
+
+[dev-dependencies]
 julienne = {git = "https://github.com/berkeleylab/julienne"}