diff --git a/bin/export-model-arch/src/export_model_arch.cc b/bin/export-model-arch/src/export_model_arch.cc
index 1c2dfd6ea..4a5ef714e 100644
--- a/bin/export-model-arch/src/export_model_arch.cc
+++ b/bin/export-model-arch/src/export_model_arch.cc
@@ -3,6 +3,7 @@
 #include "export_model_arch/json_sp_model_export.dtg.h"
 #include "models/bert/bert.h"
 #include "models/candle_uno/candle_uno.h"
+#include "models/dlrm/dlrm.h"
 #include "models/inception_v3/inception_v3.h"
 #include "models/split_test/split_test.h"
 #include "models/transformer/transformer.h"
@@ -69,6 +70,8 @@ tl::expected<ComputationGraph, std::string>
     return get_candle_uno_computation_graph(get_default_candle_uno_config());
   } else if (model_name == "bert") {
     return get_bert_computation_graph(get_default_bert_config());
+  } else if (model_name == "dlrm") {
+    return get_dlrm_computation_graph(get_default_dlrm_config());
   } else if (model_name == "split_test") {
     int batch_size = 8;
     return get_split_test_computation_graph(batch_size);
@@ -145,6 +148,7 @@ int main(int argc, char **argv) {
                                             "inception_v3",
                                             "candle_uno",
                                             "bert",
+                                            "dlrm",
                                             "split_test",
                                             "single_operator"};
   CLIArgumentKey key_model_name = cli_add_positional_argument(
diff --git a/lib/compiler/test/src/compiler/series_parallel/get_computation_graph_series_parallel_decomposition.cc b/lib/compiler/test/src/compiler/series_parallel/get_computation_graph_series_parallel_decomposition.cc
index 564cffaeb..2714c5b2e 100644
--- a/lib/compiler/test/src/compiler/series_parallel/get_computation_graph_series_parallel_decomposition.cc
+++ b/lib/compiler/test/src/compiler/series_parallel/get_computation_graph_series_parallel_decomposition.cc
@@ -1,6 +1,7 @@
 #include "compiler/series_parallel/get_computation_graph_series_parallel_decomposition.h"
 #include "models/bert/bert.h"
 #include "models/candle_uno/candle_uno.h"
+#include "models/dlrm/dlrm.h"
 #include "models/inception_v3/inception_v3.h"
 #include "models/split_test/split_test.h"
 #include "models/transformer/transformer.h"
@@ -393,5 +394,13 @@ TEST_SUITE(FF_TEST_SUITE) {
       std::string result =
           render_preprocessed_computation_graph_for_sp_decomposition(cg);
     }
+
+    SUBCASE("dlrm") {
+      ComputationGraph cg =
+          get_dlrm_computation_graph(get_default_dlrm_config());
+
+      std::string result =
+          render_preprocessed_computation_graph_for_sp_decomposition(cg);
+    }
   }
 }
diff --git a/lib/models/src/models/dlrm/dlrm.cc b/lib/models/src/models/dlrm/dlrm.cc
index 6b699993f..93846dbec 100644
--- a/lib/models/src/models/dlrm/dlrm.cc
+++ b/lib/models/src/models/dlrm/dlrm.cc
@@ -128,7 +128,9 @@ ComputationGraph get_dlrm_computation_graph(DLRMConfig const &config) {
                           DataType::INT64));
 
   tensor_guid_t dense_input = create_input_tensor(
-      {config.batch_size, config.mlp_bot.front()}, DataType::FLOAT);
+      {config.batch_size, config.mlp_bot.front()},
+      DataType::HALF); // TODO: change this to DataType::FLOAT after cgb.cast is
+                       // implemented.
 
   // Construct the model
   tensor_guid_t bottom_mlp_output = create_dlrm_mlp(