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transpose.py 3.2 kB

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  1. # Copyright 2021 Huawei Technologies Co., Ltd
  2. #
  3. # Licensed under the Apache License, Version 2.0 (the "License");
  4. # you may not use this file except in compliance with the License.
  5. # You may obtain a copy of the License at
  6. #
  7. # http://www.apache.org/licenses/LICENSE-2.0
  8. #
  9. # Unless required by applicable law or agreed to in writing, software
  10. # distributed under the License is distributed on an "AS IS" BASIS,
  11. # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
  12. # See the License for the specific language governing permissions and
  13. # limitations under the License.
  14. # ============================================================================
  15. """Transpose op"""
  16. from mindspore.ops.op_info_register import op_info_register, TBERegOp, DataType
  17. transpose_op_info = TBERegOp("TransposeNOD") \
  18. .fusion_type("OPAQUE") \
  19. .async_flag(False) \
  20. .binfile_name("transpose.so") \
  21. .compute_cost(10) \
  22. .kernel_name("transpose") \
  23. .partial_flag(True) \
  24. .dynamic_compile_static(True) \
  25. .input(0, "x", False, "required", "all") \
  26. .input(1, "perm", False, "required", "all", "optional") \
  27. .output(0, "y", False, "required", "all") \
  28. .need_check_supported(True) \
  29. .dtype_format(DataType.BOOL_Default, DataType.I32_Default, DataType.BOOL_Default) \
  30. .dtype_format(DataType.I8_Default, DataType.I32_Default, DataType.I8_Default) \
  31. .dtype_format(DataType.U8_Default, DataType.I32_Default, DataType.U8_Default) \
  32. .dtype_format(DataType.I16_Default, DataType.I32_Default, DataType.I16_Default) \
  33. .dtype_format(DataType.U16_Default, DataType.I32_Default, DataType.U16_Default) \
  34. .dtype_format(DataType.I32_Default, DataType.I32_Default, DataType.I32_Default) \
  35. .dtype_format(DataType.U32_Default, DataType.I32_Default, DataType.U32_Default) \
  36. .dtype_format(DataType.I64_Default, DataType.I32_Default, DataType.I64_Default) \
  37. .dtype_format(DataType.U64_Default, DataType.I32_Default, DataType.U64_Default) \
  38. .dtype_format(DataType.F16_Default, DataType.I32_Default, DataType.F16_Default) \
  39. .dtype_format(DataType.F32_Default, DataType.I32_Default, DataType.F32_Default) \
  40. .dtype_format(DataType.BOOL_Default, DataType.I64_Default, DataType.BOOL_Default) \
  41. .dtype_format(DataType.I8_Default, DataType.I64_Default, DataType.I8_Default) \
  42. .dtype_format(DataType.U8_Default, DataType.I64_Default, DataType.U8_Default) \
  43. .dtype_format(DataType.I16_Default, DataType.I64_Default, DataType.I16_Default) \
  44. .dtype_format(DataType.U16_Default, DataType.I64_Default, DataType.U16_Default) \
  45. .dtype_format(DataType.I32_Default, DataType.I64_Default, DataType.I32_Default) \
  46. .dtype_format(DataType.U32_Default, DataType.I64_Default, DataType.U32_Default) \
  47. .dtype_format(DataType.I64_Default, DataType.I64_Default, DataType.I64_Default) \
  48. .dtype_format(DataType.U64_Default, DataType.I64_Default, DataType.U64_Default) \
  49. .dtype_format(DataType.F16_Default, DataType.I64_Default, DataType.F16_Default) \
  50. .dtype_format(DataType.F32_Default, DataType.I64_Default, DataType.F32_Default) \
  51. .get_op_info()
  52. @op_info_register(transpose_op_info)
  53. def _transpose_tbe():
  54. """Transpose TBE register"""
  55. return