#include #include #include #include #include struct simplify_reshapes_target { std::string name() const { return "simplify_reshapes"; } std::vector get_passes(migraphx::context&) const { return {migraphx::simplify_reshapes{}, migraphx::dead_code_elimination{}}; } migraphx::context get_context() const { return {}; } }; TEST_CASE(double_contig) { migraphx::program p; auto l = p.add_literal(get_2x2()); auto t1 = p.add_instruction(migraphx::op::transpose{{1, 0}}, l); auto c1 = p.add_instruction(migraphx::op::contiguous{}, t1); auto c2 = p.add_instruction(migraphx::op::contiguous{}, c1); p.add_instruction(pass_op{}, c2); EXPECT(p.get_shape().standard()); EXPECT(not p.get_shape().transposed()); p.compile(simplify_reshapes_target{}); EXPECT(p.get_shape().standard()); EXPECT(not p.get_shape().transposed()); EXPECT(std::distance(p.begin(), p.end()) == 4); auto result = p.eval({}); EXPECT(result != get_2x2()); } TEST_CASE(double_transpose) { migraphx::program p; auto l = p.add_literal(get_2x2()); auto t1 = p.add_instruction(migraphx::op::transpose{{1, 0}}, l); auto t2 = p.add_instruction(migraphx::op::transpose{{1, 0}}, t1); p.add_instruction(pass_op{}, t2); EXPECT(p.get_shape().standard()); EXPECT(not p.get_shape().transposed()); p.compile(simplify_reshapes_target{}); EXPECT(p.get_shape().standard()); EXPECT(not p.get_shape().transposed()); EXPECT(std::distance(p.begin(), p.end()) == 2); auto result = p.eval({}); EXPECT(result == get_2x2()); } TEST_CASE(double_transpose_contig) { migraphx::program p; auto l = p.add_literal(get_2x2()); auto t1 = p.add_instruction(migraphx::op::transpose{{1, 0}}, l); auto c1 = p.add_instruction(migraphx::op::contiguous{}, t1); auto t2 = p.add_instruction(migraphx::op::transpose{{1, 0}}, c1); auto c2 = p.add_instruction(migraphx::op::contiguous{}, t2); p.add_instruction(pass_op{}, c2); EXPECT(p.get_shape().standard()); EXPECT(not p.get_shape().transposed()); p.compile(simplify_reshapes_target{}); EXPECT(p.get_shape().standard()); EXPECT(not p.get_shape().transposed()); EXPECT(std::distance(p.begin(), p.end()) == 2); auto result = p.eval({}); EXPECT(result == get_2x2()); } TEST_CASE(single_transpose) { migraphx::program p; auto l = p.add_literal(get_2x2()); auto t1 = p.add_instruction(migraphx::op::transpose{{1, 0}}, l); p.add_instruction(pass_op{}, t1); EXPECT(not p.get_shape().standard()); EXPECT(p.get_shape().transposed()); p.compile(simplify_reshapes_target{}); EXPECT(not p.get_shape().standard()); EXPECT(p.get_shape().transposed()); EXPECT(std::distance(p.begin(), p.end()) == 3); auto result = p.eval({}); EXPECT(result != get_2x2()); } TEST_CASE(double_transpose_sin_pass) { migraphx::program p; auto l = p.add_literal(get_2x2()); auto t1 = p.add_instruction(migraphx::op::transpose{{1, 0}}, l); p.add_instruction(migraphx::op::transpose{{1, 0}}, t1); EXPECT(p.get_shape().standard()); EXPECT(not p.get_shape().transposed()); p.compile(simplify_reshapes_target{}); EXPECT(p.get_shape().standard()); EXPECT(not p.get_shape().transposed()); // TODO: Fix this // EXPECT(std::distance(p.begin(), p.end()) == 1); auto result = p.eval({}); EXPECT(result == get_2x2()); } TEST_CASE(single_transpose_sin_pass) { migraphx::program p; auto l = p.add_literal(get_2x2()); p.add_instruction(migraphx::op::transpose{{1, 0}}, l); EXPECT(not p.get_shape().standard()); EXPECT(p.get_shape().transposed()); p.compile(simplify_reshapes_target{}); EXPECT(not p.get_shape().standard()); EXPECT(p.get_shape().transposed()); EXPECT(std::distance(p.begin(), p.end()) == 2); auto result = p.eval({}); EXPECT(result != get_2x2()); } TEST_CASE(reshape_transpose) { migraphx::program p; auto s = migraphx::shape{migraphx::shape::float_type, {1, 112, 56, 56}}; auto x = p.add_parameter("x", s); auto r1 = p.add_instruction(migraphx::op::reshape{{1, 4, 28, 56, 56}}, x); auto t = p.add_instruction(migraphx::op::transpose{{0, 2, 1, 3, 4}}, r1); auto ct = p.add_instruction(migraphx::op::contiguous{}, t); auto r2 = p.add_instruction(migraphx::op::reshape{{1, 112, 56, 56}}, ct); p.add_instruction(pass_op{}, r2); EXPECT(p.get_shape() == s); auto n = std::distance(p.begin(), p.end()); p.compile(simplify_reshapes_target{}); EXPECT(p.get_shape() == s); EXPECT(std::distance(p.begin(), p.end()) == n); } TEST_CASE(transpose_contiguous) { migraphx::program p; auto s = migraphx::shape{migraphx::shape::float_type, {4, 4}}; auto x = p.add_parameter("x", s); auto t = p.add_instruction(migraphx::op::transpose{{1, 0}}, x); auto c1 = p.add_instruction(migraphx::op::contiguous{}, t); p.add_instruction(pass_op{}, c1); auto out_shape = p.get_shape(); auto n = std::distance(p.begin(), p.end()); p.compile(simplify_reshapes_target{}); EXPECT(p.get_shape() == out_shape); EXPECT(std::distance(p.begin(), p.end()) == n); } TEST_CASE(transpose_double_contiguous) { migraphx::program p; auto s = migraphx::shape{migraphx::shape::float_type, {4, 4}}; auto x = p.add_parameter("x", s); auto t = p.add_instruction(migraphx::op::transpose{{1, 0}}, x); auto c1 = p.add_instruction(migraphx::op::contiguous{}, t); auto c2 = p.add_instruction(migraphx::op::contiguous{}, c1); p.add_instruction(pass_op{}, c2); auto out_shape = p.get_shape(); auto n = std::distance(p.begin(), p.end()); p.compile(simplify_reshapes_target{}); EXPECT(p.get_shape() == out_shape); EXPECT(std::distance(p.begin(), p.end()) == n - 1); EXPECT(p.has_instruction(t)); } TEST_CASE(transpose_partial1) { migraphx::program p; auto s = migraphx::shape{migraphx::shape::float_type, {1, 2, 3}}; auto x = p.add_parameter("x", s); auto t1 = p.add_instruction(migraphx::op::transpose{{1, 0, 2}}, x); auto t2 = p.add_instruction(migraphx::op::transpose{{1, 2, 0}}, t1); p.add_instruction(pass_op{}, t2); auto out_shape = p.get_shape(); auto n = std::distance(p.begin(), p.end()); p.compile(simplify_reshapes_target{}); EXPECT(p.get_shape() == out_shape); EXPECT(std::distance(p.begin(), p.end()) == n - 1); } TEST_CASE(transpose_partial2) { migraphx::program p; auto s = migraphx::shape{migraphx::shape::float_type, {1, 2, 3}}; auto x = p.add_parameter("x", s); auto t1 = p.add_instruction(migraphx::op::transpose{{1, 0, 2}}, x); auto t2 = p.add_instruction(migraphx::op::transpose{{1, 2, 0}}, t1); auto t3 = p.add_instruction(migraphx::op::transpose{{1, 0, 2}}, t2); p.add_instruction(pass_op{}, t3); auto out_shape = p.get_shape(); auto n = std::distance(p.begin(), p.end()); p.compile(simplify_reshapes_target{}); EXPECT(p.get_shape() == out_shape); EXPECT(std::distance(p.begin(), p.end()) == n - 2); } TEST_CASE(transpose_partial3) { migraphx::program p; auto s = migraphx::shape{migraphx::shape::float_type, {1, 2, 3}}; auto x = p.add_parameter("x", s); auto t1 = p.add_instruction(migraphx::op::transpose{{1, 0, 2}}, x); auto t2 = p.add_instruction(migraphx::op::transpose{{1, 2, 0}}, t1); auto t3 = p.add_instruction(migraphx::op::transpose{{1, 0, 2}}, t2); auto t4 = p.add_instruction(migraphx::op::transpose{{1, 0, 2}}, t3); p.add_instruction(pass_op{}, t4); auto out_shape = p.get_shape(); auto n = std::distance(p.begin(), p.end()); p.compile(simplify_reshapes_target{}); EXPECT(p.get_shape() == out_shape); EXPECT(std::distance(p.begin(), p.end()) == n - 3); } int main(int argc, const char* argv[]) { test::run(argc, argv); }