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cast.py 2.4 kB

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  1. # Copyright 2020 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. """Cast op"""
  16. from mindspore.ops.op_info_register import op_info_register, TBERegOp, DataType
  17. cast_op_info = TBERegOp("Cast") \
  18. .fusion_type("OPAQUE") \
  19. .async_flag(False) \
  20. .binfile_name("cast.so") \
  21. .compute_cost(10) \
  22. .kernel_name("cast") \
  23. .partial_flag(True) \
  24. .attr("dst_type", "required", "int", "all") \
  25. .input(0, "x", False, "required", "all") \
  26. .output(0, "y", False, "required", "all") \
  27. .op_pattern("formatAgnostic") \
  28. .dtype_format(DataType.BOOL_None, DataType.F16_None) \
  29. .dtype_format(DataType.BOOL_None, DataType.U8_None) \
  30. .dtype_format(DataType.BOOL_None, DataType.F32_None) \
  31. .dtype_format(DataType.BOOL_None, DataType.I32_None) \
  32. .dtype_format(DataType.I8_None, DataType.F16_None) \
  33. .dtype_format(DataType.I8_None, DataType.F32_None) \
  34. .dtype_format(DataType.I8_None, DataType.I32_None) \
  35. .dtype_format(DataType.U8_None, DataType.F16_None) \
  36. .dtype_format(DataType.U8_None, DataType.F32_None) \
  37. .dtype_format(DataType.U8_None, DataType.I32_None) \
  38. .dtype_format(DataType.I32_None, DataType.BOOL_None) \
  39. .dtype_format(DataType.I32_None, DataType.F16_None) \
  40. .dtype_format(DataType.I32_None, DataType.F32_None) \
  41. .dtype_format(DataType.I32_None, DataType.I8_None) \
  42. .dtype_format(DataType.I32_None, DataType.U8_None) \
  43. .dtype_format(DataType.F16_None, DataType.U8_None) \
  44. .dtype_format(DataType.F16_None, DataType.F32_None) \
  45. .dtype_format(DataType.F16_None, DataType.I32_None) \
  46. .dtype_format(DataType.F32_None, DataType.F16_None) \
  47. .dtype_format(DataType.F32_None, DataType.I32_None) \
  48. .get_op_info()
  49. @op_info_register(cast_op_info)
  50. def _cast_tbe():
  51. """Cast TBE register"""
  52. return