mindspore.ops.TBERegOp
- class mindspore.ops.TBERegOp(op_name)[源代码]
Class for TBE operator information register.
- Parameters
op_name (str) – kernel name.
Examples
>>> from mindspore.ops.op_info_register import op_info_register, TBERegOp, DataType >>> abs_op_info = TBERegOp("Abs") \ ... .fusion_type("ELEMWISE") \ ... .async_flag(False) \ ... .binfile_name("abs.so") \ ... .compute_cost(10) \ ... .kernel_name("abs") \ ... .partial_flag(True) \ ... .op_pattern("formatAgnostic") \ ... .input(0, "x", None, "required", None) \ ... .output(0, "y", True, "required", "all") \ ... .dtype_format(DataType.F16_None, DataType.F16_None) \ ... .dtype_format(DataType.F32_None, DataType.F32_None) \ ... .dtype_format(DataType.I32_None, DataType.I32_None) \ ... .get_op_info() >>>
- async_flag(async_flag=False)[源代码]
Define the calculation efficiency of the operator, whether the asynchronous calculation is supported.
- Parameters
async_flag (bool) – Value of async flag. Default: false.
- attr(name=None, param_type=None, value_type=None, value=None, default_value=None, **kwargs)[源代码]
Register TBE op attribute information.
- Parameters
name (str) – Name of the attribute. Default: None.
param_type (str) – Param type of the attribute. Default: None.
value_type (str) – Type of the attribute. Default: None.
value (str) – Value of the attribute. Default: None.
default_value (str) – Default value of attribute. Default: None.
kwargs (dict) – Other information of the attribute.
- binfile_name(binfile_name)[源代码]
Set the binary file name of the operator, it is optional.
- Parameters
binfile_name (str) – The binary file name of the operator.
- compute_cost(compute_cost=10)[源代码]
Define the calculation efficiency of operator, which refers to the value of the cost model in the tiling module.
- Parameters
compute_cost (int) – Value of compute cost. Default: 10.
- dynamic_compile_static(dynamic_compile_static=False)[源代码]
Whether the operator supports dynamic compile static.
- Parameters
dynamic_compile_static (bool) – Value of dynamic compile static. Default: false.
- dynamic_shape(dynamic_shape=False)[源代码]
Whether the operator supports dynamic shape.
- Parameters
dynamic_shape (bool) – Value of dynamic shape. Default: false.
- input(index=None, name=None, need_compile=None, param_type=None, shape=None, value_depend=None, **kwargs)[源代码]
Register TBE op input information.
- Parameters
index (int) – Order of the input. Default: None.
name (str) – Name of the input. Default: None.
need_compile (bool) – Whether the input needs to be compiled or not. Default: None.
param_type (str) – Type of the input. Default: None.
shape (str) – Shape of the input. Default: None.
value_depend (str) – Whether the input is constant value depend. Default: None.
kwargs (dict) – Other information of the input.
- is_dynamic_format(is_dynamic_format=False)[源代码]
Whether the operator needs calop_select_format api.
- Parameters
is_dynamic_format (bool) – Value of is_dynamic_format. Default: false.
- kernel_name(kernel_name)[源代码]
The name of operator kernel.
- Parameters
kernel_name (str) – Name of operator kernel.
- need_check_supported(need_check_supported=False)[源代码]
Whether the operator needs check supports.
- Parameters
need_check_supported (bool) – Value of need_check_supported. Default: false.
- op_pattern(pattern=None)[源代码]
The behavior type of operator, such as broadcast, reduce and so on.
- Parameters
pattern (str) – Value of op pattern. Default: None.
- output(index=None, name=None, need_compile=None, param_type=None, shape=None, **kwargs)[源代码]
Register TBE op output information.
- Parameters
index (int) – Order of the output. Default: None.
name (str) – Name of the output. Default: None.
need_compile (bool) – Whether the output needs to be compiled or not. Default: None.
param_type (str) – Type of the output. Default: None.
shape (str) – Shape of the output. Default: None.
kwargs (dict) – Other information of the output.