diff --git a/demo_app/model/tvm/magic_wand_int8.json b/demo_app/model/tvm/magic_wand_int8.json
new file mode 100644
index 0000000..aee269b
--- /dev/null
+++ b/demo_app/model/tvm/magic_wand_int8.json
@@ -0,0 +1 @@
+{"input": [{"name": "input_1", "shape": [[1, 128, 3], [1, 128, 3, 1]], "dtype": "float32"}], "processed_input": [{"name": "input_1", "shape": [1, 128, 3, 1], "dtype": "int8", "order": 0, "scale": 16.0, "zero_point": -1, "prequantized_dtype": "float32"}], "output": [{"name": "StatefulPartitionedCall:0", "shape": [1, 4], "dtype": "int8", "class_names": ["wing", "ring", "slope", "negative"], "order": 0, "scale": 0.00390625, "zero_point": -128, "prequantized_dtype": "float32"}]}
\ No newline at end of file
diff --git a/demo_app/model/tvm/magic_wand_int8_graph.json b/demo_app/model/tvm/magic_wand_int8_graph.json
new file mode 100644
index 0000000..93e599c
--- /dev/null
+++ b/demo_app/model/tvm/magic_wand_int8_graph.json
@@ -0,0 +1 @@
+{"nodes":[{"op":"null","name":"serving_default_input_1:0","inputs":[]},{"op":"null","name":"p0","inputs":[]},{"op":"tvm_op","name":"tvmgen_default_fused_layout_transform_cast_subtract","attrs":{"num_outputs":"1","num_inputs":"2","flatten_data":"0","func_name":"tvmgen_default_fused_layout_transform_cast_subtract","src_layout":"NHWC","dst_layout":"NCHW","hash":"c7ca4f374dc3d268"},"inputs":[[0,0,0],[1,0,0]]},{"op":"null","name":"p1","inputs":[]},{"op":"null","name":"p2","inputs":[]},{"op":"null","name":"p3","inputs":[]},{"op":"null","name":"p4","inputs":[]},{"op":"null","name":"p5","inputs":[]},{"op":"null","name":"p6","inputs":[]},{"op":"tvm_op","name":"tvmgen_default_fused_nn_conv2d_add_fixed_point_multiply_per_axis_add_clip_cast","attrs":{"num_outputs":"1","num_inputs":"7","flatten_data":"0","func_name":"tvmgen_default_fused_nn_conv2d_add_fixed_point_multiply_per_axis_add_clip_cast","out_layout":"","kernel_layout":"OIHW","data_layout":"NCHW","hash":"913843898ed29197"},"inputs":[[2,0,0],[3,0,0],[4,0,0],[5,0,0],[6,0,0],[7,0,0],[8,0,0]]},{"op":"null","name":"p7","inputs":[]},{"op":"tvm_op","name":"tvmgen_default_fused_nn_max_pool2d_cast_subtract","attrs":{"num_outputs":"1","num_inputs":"2","flatten_data":"0","func_name":"tvmgen_default_fused_nn_max_pool2d_cast_subtract","out_layout":"NCHW","layout":"NCHW","hash":"47fe04f32d421cec"},"inputs":[[9,0,0],[10,0,0]]},{"op":"null","name":"p8","inputs":[]},{"op":"null","name":"p9","inputs":[]},{"op":"null","name":"p10","inputs":[]},{"op":"null","name":"p11","inputs":[]},{"op":"null","name":"p12","inputs":[]},{"op":"tvm_op","name":"tvmgen_default_fused_nn_conv2d_add_fixed_point_multiply_per_axis_add_clip_cast_1","attrs":{"num_outputs":"1","num_inputs":"7","flatten_data":"0","func_name":"tvmgen_default_fused_nn_conv2d_add_fixed_point_multiply_per_axis_add_clip_cast_1","out_layout":"","kernel_layout":"OIHW","data_layout":"NCHW","hash":"658abb5010c7fbd4"},"inputs":[[11,0,0],[12,0,0],[13,0,0],[14,0,0],[15,0,0],[16,0,0],[8,0,0]]},{"op":"tvm_op","name":"tvmgen_default_fused_nn_max_pool2d","attrs":{"num_outputs":"1","num_inputs":"1","flatten_data":"0","func_name":"tvmgen_default_fused_nn_max_pool2d","out_layout":"NCHW","layout":"NCHW","hash":"1c2a51c896d6543c"},"inputs":[[17,0,0]]},{"op":"tvm_op","name":"tvmgen_default_fused_layout_transform_reshape_cast_subtract","attrs":{"num_outputs":"1","num_inputs":"2","flatten_data":"0","func_name":"tvmgen_default_fused_layout_transform_reshape_cast_subtract","src_layout":"NCHW","dst_layout":"NHWC","hash":"36cd47a67af8c7d3"},"inputs":[[18,0,0],[10,0,0]]},{"op":"null","name":"p13","inputs":[]},{"op":"null","name":"p14","inputs":[]},{"op":"tvm_op","name":"tvmgen_default_fused_nn_dense_add_fixed_point_multiply_add_clip_cast","attrs":{"num_outputs":"1","num_inputs":"4","flatten_data":"0","func_name":"tvmgen_default_fused_nn_dense_add_fixed_point_multiply_add_clip_cast","hash":"106725244c94a262"},"inputs":[[19,0,0],[20,0,0],[21,0,0],[8,0,0]]},{"op":"tvm_op","name":"tvmgen_default_fused_reshape_cast_subtract","attrs":{"num_outputs":"1","num_inputs":"2","flatten_data":"0","func_name":"tvmgen_default_fused_reshape_cast_subtract","hash":"3a49b031a2f7d807"},"inputs":[[22,0,0],[10,0,0]]},{"op":"null","name":"p15","inputs":[]},{"op":"null","name":"p16","inputs":[]},{"op":"tvm_op","name":"tvmgen_default_fused_nn_dense_add_fixed_point_multiply_add_clip_subtract_cast_multiply","attrs":{"num_outputs":"1","num_inputs":"3","flatten_data":"0","func_name":"tvmgen_default_fused_nn_dense_add_fixed_point_multiply_add_clip_subtract_cast_multiply","hash":"093021f299b2418d"},"inputs":[[23,0,0],[24,0,0],[25,0,0]]},{"op":"tvm_op","name":"tvmgen_default_fused_nn_softmax_divide_round_add_clip_cast","attrs":{"num_outputs":"1","num_inputs":"1","flatten_data":"0","func_name":"tvmgen_default_fused_nn_softmax_divide_round_add_clip_cast","hash":"d30362d6696935f9"},"inputs":[[26,0,0]]}],"arg_nodes":[0,1,3,4,5,6,7,8,10,12,13,14,15,16,20,21,24,25],"heads":[[27,0,0]],"attrs":{"dltype":["list_str",["int8","int16","int16","int16","int32","int32","int32","int32","int32","int8","int16","int16","int16","int32","int32","int32","int32","int8","int8","int16","int16","int32","int8","int16","int16","int32","float32","int8"]],"device_index":["list_int",[1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1]],"storage_id":["list_int",[0,1,2,3,4,5,6,7,8,9,10,2,11,12,13,14,15,9,2,9,16,17,18,19,20,21,18,19]],"shape":["list_shape",[[1,128,3,1],[],[1,1,128,3],[8,1,4,3],[1,8,1,1],[8],[8],[8],[],[1,8,128,3],[],[1,8,42,1],[16,8,4,1],[1,16,1,1],[16],[16],[16],[1,16,42,1],[1,16,14,1],[1,224],[16,224],[16],[1,16],[1,16],[4,16],[4],[1,4],[1,4]]]},"node_row_ptr":[0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28]}
\ No newline at end of file
diff --git a/demo_app/model/tvm/magic_wand_int8_params.bin b/demo_app/model/tvm/magic_wand_int8_params.bin
new file mode 100644
index 0000000..abb1108
Binary files /dev/null and b/demo_app/model/tvm/magic_wand_int8_params.bin differ