#include TEST_CASE(shrink_hard_test) { migraphx::program p; float bias = 0.0; float lambd = 1.5; std::vector lens{5}; auto* mm = p.get_main_module(); auto x = mm->add_parameter("x", migraphx::shape{migraphx::shape::float_type, lens}); auto lit_bias = mm->add_literal(migraphx::literal{migraphx::shape::float_type, {bias}}); auto lit_neg_lambd = mm->add_literal(migraphx::literal{migraphx::shape::float_type, {-lambd}}); auto lit_lambd = mm->add_literal(migraphx::literal{migraphx::shape::float_type, {lambd}}); auto x_plus_bias = add_common_op(*mm, migraphx::make_op("add"), {x, lit_bias}); auto x_min_bias = add_common_op(*mm, migraphx::make_op("sub"), {x, lit_bias}); auto cond1 = add_common_op(*mm, migraphx::make_op("less"), {x, lit_neg_lambd}); auto cond2_a = add_common_op(*mm, migraphx::make_op("not"), {cond1}); auto cond2_b = add_common_op(*mm, migraphx::make_op("greater"), {x, lit_lambd}); auto cond2 = add_common_op(*mm, migraphx::make_op("logical_and"), {cond2_a, cond2_b}); auto mul1 = mm->add_instruction( migraphx::make_op("convert", {{"target_type", migraphx::shape::float_type}}), cond1); auto mul2 = mm->add_instruction( migraphx::make_op("convert", {{"target_type", migraphx::shape::float_type}}), cond2); auto first = add_common_op(*mm, migraphx::make_op("mul"), {mul1, x_plus_bias}); auto second = add_common_op(*mm, migraphx::make_op("mul"), {mul2, x_min_bias}); add_common_op(*mm, migraphx::make_op("add"), {first, second}); auto prog = optimize_onnx("shrink_hard_test.onnx"); EXPECT(p == prog); }