# Copyright 2023 The ml_dtypes Authors. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. """Overload of numpy.iinfo to handle dtypes defined in ml_dtypes.""" from ml_dtypes._ml_dtypes_ext import int2 from ml_dtypes._ml_dtypes_ext import int4 from ml_dtypes._ml_dtypes_ext import uint2 from ml_dtypes._ml_dtypes_ext import uint4 import numpy as np _int2_dtype = np.dtype(int2) _uint2_dtype = np.dtype(uint2) _int4_dtype = np.dtype(int4) _uint4_dtype = np.dtype(uint4) class iinfo: # pylint: disable=invalid-name,missing-class-docstring kind: str bits: int min: int max: int dtype: np.dtype def __init__(self, int_type): if int_type == _int2_dtype: self.dtype = _int2_dtype self.kind = "i" self.bits = 2 self.min = -2 self.max = 1 elif int_type == _uint2_dtype: self.dtype = _uint2_dtype self.kind = "u" self.bits = 2 self.min = 0 self.max = 3 elif int_type == _int4_dtype: self.dtype = _int4_dtype self.kind = "i" self.bits = 4 self.min = -8 self.max = 7 elif int_type == _uint4_dtype: self.dtype = _uint4_dtype self.kind = "u" self.bits = 4 self.min = 0 self.max = 15 else: ii = np.iinfo(int_type) self.dtype = ii.dtype self.kind = ii.kind self.bits = ii.bits self.min = ii.min self.max = ii.max def __repr__(self): return f"iinfo(min={self.min}, max={self.max}, dtype={self.dtype})" def __str__(self): return repr(self)