| 40 | } |
| 41 | |
| 42 | TEST_CASE(broadcast_transpose_inner_broadcast) |
| 43 | { |
| 44 | // first optimizes broadcast+transpose to just a broadcast, |
| 45 | // then finds inner broadcast to become mul+broadcast |
| 46 | migraphx::module m1; |
| 47 | { |
| 48 | auto x = m1.add_parameter("x", {migraphx::shape::float_type, {1}, {0}}); |
| 49 | auto y = m1.add_parameter("y", {migraphx::shape::float_type, {1}, {0}}); |
| 50 | auto mb1 = |
| 51 | m1.add_instruction(migraphx::make_op("multibroadcast", {{"out_lens", {2, 2, 3}}}), x); |
| 52 | auto mb2 = |
| 53 | m1.add_instruction(migraphx::make_op("multibroadcast", {{"out_lens", {2, 3, 2}}}), y); |
| 54 | auto t1 = |
| 55 | m1.add_instruction(migraphx::make_op("transpose", {{"permutation", {0, 2, 1}}}), mb1); |
| 56 | auto mul = m1.add_instruction(migraphx::make_op("mul"), mb2, t1); |
| 57 | m1.add_return({mul}); |
| 58 | } |
| 59 | run_pass(m1); |
| 60 | migraphx::module m2; |
| 61 | { |
| 62 | auto x = m2.add_parameter("x", {migraphx::shape::float_type, {1}, {0}}); |
| 63 | auto y = m2.add_parameter("y", {migraphx::shape::float_type, {1}, {0}}); |
| 64 | auto mul = m2.add_instruction(migraphx::make_op("mul"), y, x); |
| 65 | auto mb = |
| 66 | m2.add_instruction(migraphx::make_op("multibroadcast", {{"out_lens", {2, 3, 2}}}), mul); |
| 67 | m2.add_return({mb}); |
| 68 | } |
| 69 | EXPECT(m1 == m2); |
| 70 | } |
| 71 | |
| 72 | TEST_CASE(broadcast_transpose_inner_broadcast_generic) |
| 73 | { |
nothing calls this directly
no test coverage detected