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/examples/graph_resnet50.cpp b/examples/graph_resnet50.cpp
index 17506dc..8435513 100644
--- a/examples/graph_resnet50.cpp
+++ b/examples/graph_resnet50.cpp
@@ -55,9 +55,6 @@
return false;
}
- // Checks
- ARM_COMPUTE_EXIT_ON_MSG(arm_compute::is_data_type_quantized_asymmetric(common_params.data_type), "QASYMM8 not supported for this graph");
-
// Print parameter values
std::cout << common_params << std::endl;
@@ -113,10 +110,11 @@
// Finalize graph
GraphConfig config;
- config.num_threads = common_params.threads;
- config.use_tuner = common_params.enable_tuner;
- config.tuner_mode = common_params.tuner_mode;
- config.tuner_file = common_params.tuner_file;
+ config.num_threads = common_params.threads;
+ config.use_tuner = common_params.enable_tuner;
+ config.tuner_mode = common_params.tuner_mode;
+ config.tuner_file = common_params.tuner_file;
+ config.convert_to_uint8 = (common_params.data_type == DataType::QASYMM8);
graph.finalize(common_params.target, config);