COMPMID-2779: Add support for generating synthetic int8 graphs.
Adds SyntheticDataTypeMutator, which is responsible for mutating graphs
to int8 and thus enable performance analysis on a wider range of models.
Change-Id: I9a00f0ae59421ab11952660f5115b5dcd9314aaf
Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com>
Reviewed-on: https://review.mlplatform.org/c/2418
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
diff --git a/arm_compute/graph/Types.h b/arm_compute/graph/Types.h
index c337126..cd4da69 100644
--- a/arm_compute/graph/Types.h
+++ b/arm_compute/graph/Types.h
@@ -81,6 +81,7 @@
bool use_function_weights_manager{ true }; /**< Use a weights manager to manage transformed weights */
bool use_transition_memory_manager{ true }; /**< Use a memory manager to manager transition buffer memory */
bool use_tuner{ false }; /**< Use a tuner in tunable backends */
+ bool convert_to_uint8{ false }; /**< Convert graph to a synthetic uint8 graph */
CLTunerMode tuner_mode{ CLTunerMode::EXHAUSTIVE }; /**< Tuner mode to be used by the CL tuner */
int num_threads{ -1 }; /**< Number of threads to use (thread capable backends), if 0 the backend will auto-initialize, if -1 the backend will stay as it is. */
std::string tuner_file{ "acl_tuner.csv" }; /**< File to load/store tuning values from */