| 529 | return isbool; |
| 530 | } |
| 531 | static PyObject* PyMNNVar_subscript(PyObject* x, PyObject* slice) { |
| 532 | // gather: 1. 0-1 gather; 2. idx gather; |
| 533 | if (isIdx(slice)) { |
| 534 | auto val = toVar(x); |
| 535 | auto idx = toVar(slice); |
| 536 | if (nullptr == val->getInfo()) { |
| 537 | PyMNN_ERROR("Can't support subscript for tensor without shape\n"); |
| 538 | Py_RETURN_NONE; |
| 539 | } |
| 540 | if (val->getInfo()->size > 1 && isBoolIdx(idx, val->getInfo()->size)) { |
| 541 | // 0-1 gather -> idx gather |
| 542 | idx = Express::_Where(idx); |
| 543 | val = Express::_GatherND(val, idx); |
| 544 | val = Express::_Reshape(val, {-1}); |
| 545 | return toPyObj(val); |
| 546 | } |
| 547 | auto r = Express::_Gather(val, idx); |
| 548 | r->readMap<void>(); |
| 549 | return toPyObj(r); |
| 550 | } |
| 551 | |
| 552 | std::vector<int> begin, end, strides; |
| 553 | int new_axis_mask = 0, shrink_axis_mask = 0, begin_mask = 0, end_mask = 0, ellipsis_mask = 0; |
| 554 | dealSlice(slice, begin, end, strides, new_axis_mask, shrink_axis_mask, begin_mask, end_mask, ellipsis_mask); |
| 555 | int size_ = static_cast<int>(begin.size()); |
| 556 | auto begin_ = Express::_Const(begin.data(), {size_}, NHWC, halide_type_of<int>()); |
| 557 | auto end_ = Express::_Const(end.data(), {size_}, NHWC, halide_type_of<int>()); |
| 558 | auto strides_ = Express::_Const(strides.data(), {size_}, NHWC, halide_type_of<int>()); |
| 559 | auto res = Express::_StridedSlice(toVar(x), begin_, end_, strides_, begin_mask, end_mask, |
| 560 | ellipsis_mask, new_axis_mask, shrink_axis_mask); |
| 561 | auto info = res->getInfo(); |
| 562 | if (!info) { |
| 563 | MNN_ERROR("subscript: unable to get variable info"); |
| 564 | Py_RETURN_NONE; |
| 565 | } |
| 566 | // to scalar |
| 567 | if (info->dim.empty()) { |
| 568 | auto dtype = info->type; |
| 569 | if (dtype == halide_type_of<float>()) { |
| 570 | return toPyObj(res->readMap<float>()[0]); |
| 571 | } |
| 572 | if (dtype == halide_type_of<int>()) { |
| 573 | return toPyObj(res->readMap<int>()[0]); |
| 574 | } |
| 575 | if (dtype == halide_type_of<uint8_t>()) { |
| 576 | return toPyObj(res->readMap<uint8_t>()[0]); |
| 577 | } |
| 578 | if (dtype == halide_type_of<double>()) { |
| 579 | return toPyObj((float)res->readMap<double>()[0]); |
| 580 | } |
| 581 | } |
| 582 | return toPyObj(res); |
| 583 | } |
| 584 | |
| 585 | static int PyMNNVar_ass_subscript(PyObject* x, PyObject* slice, PyObject* y) { |
| 586 | if (!isVar(x) || !isVar(y)) { |
nothing calls this directly
no test coverage detected