CastLike - version 21#
This page documents version 21 of operator CastLike. See CastLike for the latest version (since version 25).
Domain:
ai.onnxSince version: 21
The operator casts the elements of a given input tensor (the first input) to the same data type as the elements of the second input tensor. See documentation of the Cast operator for further details.
Inputs
input (T1): Input tensor to be cast.
target_type (T2): The (first) input tensor will be cast to produce a tensor of the same type as this (second input) tensor.
Outputs
output (T2): Output tensor produced by casting the first input tensor to have the same type as the second input tensor.
Type Constraints
T1: Constrain input types. Casting from complex is not supported. Allowed types: tensor(bfloat16), tensor(bool), tensor(double), tensor(float), tensor(float16), tensor(float8e4m3fn), tensor(float8e4m3fnuz), tensor(float8e5m2), tensor(float8e5m2fnuz), tensor(int16), tensor(int32), tensor(int4), tensor(int64), tensor(int8), tensor(string), tensor(uint16), tensor(uint32), tensor(uint4), tensor(uint64), tensor(uint8).
T2: Constrain output types. Casting to complex is not supported. Allowed types: tensor(bfloat16), tensor(bool), tensor(double), tensor(float), tensor(float16), tensor(float8e4m3fn), tensor(float8e4m3fnuz), tensor(float8e5m2), tensor(float8e5m2fnuz), tensor(int16), tensor(int32), tensor(int4), tensor(int64), tensor(int8), tensor(string), tensor(uint16), tensor(uint32), tensor(uint4), tensor(uint64), tensor(uint8).
Examples#
test_castlike_no_saturate_FLOAT16_to_FLOAT8E4M3FN
Node:
CastLike(input, target_type) -> (output)
Attributes:
saturate = 0
Inputs:
input: shape=(3, 5), dtype=float16
[[ 4.790e-01, 4.802e-01, 4.998e-01, 8.193e-01, 4.702e-01],
[ 7.231e-01, inf, 1.192e-07, nan, inf],
[ inf, -inf, -1.192e-07, 1.192e-07, -inf]]
target_type: shape=(1,), dtype=float8_e4m3fn
[0]
Outputs:
output: shape=(3, 5), dtype=float8_e4m3fn
[[0.46875, 0.46875, 0.5, 0.8125, 0.46875],
[0.75, nan, 0, nan, nan],
[nan, nan, -0, 0, nan]]
test_castlike_no_saturate_FLOAT16_to_FLOAT8E4M3FNUZ
Node:
CastLike(input, target_type) -> (output)
Attributes:
saturate = 0
Inputs:
input: shape=(3, 5), dtype=float16
[[ 4.790e-01, 4.802e-01, 4.998e-01, 8.193e-01, 4.702e-01],
[ 7.231e-01, inf, 1.192e-07, nan, inf],
[ inf, -inf, -1.192e-07, 1.192e-07, -inf]]
target_type: shape=(1,), dtype=float8_e4m3fnuz
[0]
Outputs:
output: shape=(3, 5), dtype=float8_e4m3fnuz
[[0.46875, 0.46875, 0.5, 0.8125, 0.46875],
[0.75, nan, 0, nan, nan],
[nan, nan, 0, 0, nan]]
test_castlike_no_saturate_FLOAT16_to_FLOAT8E5M2
Node:
CastLike(input, target_type) -> (output)
Attributes:
saturate = 0
Inputs:
input: shape=(3, 5), dtype=float16
[[ 4.790e-01, 4.802e-01, 4.998e-01, 8.193e-01, 4.702e-01],
[ 7.231e-01, inf, 1.192e-07, nan, inf],
[ inf, -inf, -1.192e-07, 1.192e-07, -inf]]
target_type: shape=(1,), dtype=float8_e5m2
[0]
Outputs:
output: shape=(3, 5), dtype=float8_e5m2
[[0.5, 0.5, 0.5, 0.875, 0.5],
[0.75, inf, 0, nan, inf],
[inf, -inf, -0, 0, -inf]]
test_castlike_no_saturate_FLOAT16_to_FLOAT8E5M2FNUZ
Node:
CastLike(input, target_type) -> (output)
Attributes:
saturate = 0
Inputs:
input: shape=(3, 5), dtype=float16
[[ 4.790e-01, 4.802e-01, 4.998e-01, 8.193e-01, 4.702e-01],
[ 7.231e-01, inf, 1.192e-07, nan, inf],
[ inf, -inf, -1.192e-07, 1.192e-07, -inf]]
target_type: shape=(1,), dtype=float8_e5m2fnuz
[0]
Outputs:
output: shape=(3, 5), dtype=float8_e5m2fnuz
[[0.5, 0.5, 0.5, 0.875, 0.5],
[0.75, nan, 0, nan, nan],
[nan, nan, 0, 0, nan]]
test_castlike_no_saturate_FLOAT_to_FLOAT8E4M3FN
Node:
CastLike(input, target_type) -> (output)
Attributes:
saturate = 0
Inputs:
input: shape=(3, 5), dtype=float32
[[ 4.7892547e-01, 4.8033667e-01, 4.9968487e-01, 8.1910545e-01,
4.7031248e-01],
[ 7.2290379e-01, 1.0000000e+06, 1.0000000e-07, nan,
inf],
[ inf, -inf, -1.0000000e-07, 1.0000000e-07,
-1.0000000e+06]]
target_type: shape=(1,), dtype=float8_e4m3fn
[0]
Outputs:
output: shape=(3, 5), dtype=float8_e4m3fn
[[0.46875, 0.46875, 0.5, 0.8125, 0.46875],
[0.75, nan, 0, nan, nan],
[nan, nan, -0, 0, nan]]
test_castlike_no_saturate_FLOAT_to_FLOAT8E4M3FNUZ
Node:
CastLike(input, target_type) -> (output)
Attributes:
saturate = 0
Inputs:
input: shape=(3, 5), dtype=float32
[[ 4.7892547e-01, 4.8033667e-01, 4.9968487e-01, 8.1910545e-01,
4.7031248e-01],
[ 7.2290379e-01, 1.0000000e+06, 1.0000000e-07, nan,
inf],
[ inf, -inf, -1.0000000e-07, 1.0000000e-07,
-1.0000000e+06]]
target_type: shape=(1,), dtype=float8_e4m3fnuz
[0]
Outputs:
output: shape=(3, 5), dtype=float8_e4m3fnuz
[[0.46875, 0.46875, 0.5, 0.8125, 0.46875],
[0.75, nan, 0, nan, nan],
[nan, nan, 0, 0, nan]]
test_castlike_no_saturate_FLOAT_to_FLOAT8E5M2
Node:
CastLike(input, target_type) -> (output)
Attributes:
saturate = 0
Inputs:
input: shape=(3, 5), dtype=float32
[[ 4.7892547e-01, 4.8033667e-01, 4.9968487e-01, 8.1910545e-01,
4.7031248e-01],
[ 7.2290379e-01, 1.0000000e+06, 1.0000000e-07, nan,
inf],
[ inf, -inf, -1.0000000e-07, 1.0000000e-07,
-1.0000000e+06]]
target_type: shape=(1,), dtype=float8_e5m2
[0]
Outputs:
output: shape=(3, 5), dtype=float8_e5m2
[[0.5, 0.5, 0.5, 0.875, 0.5],
[0.75, inf, 0, nan, inf],
[inf, -inf, -0, 0, -inf]]
test_castlike_no_saturate_FLOAT_to_FLOAT8E5M2FNUZ
Node:
CastLike(input, target_type) -> (output)
Attributes:
saturate = 0
Inputs:
input: shape=(3, 5), dtype=float32
[[ 4.7892547e-01, 4.8033667e-01, 4.9968487e-01, 8.1910545e-01,
4.7031248e-01],
[ 7.2290379e-01, 1.0000000e+06, 1.0000000e-07, nan,
inf],
[ inf, -inf, -1.0000000e-07, 1.0000000e-07,
-1.0000000e+06]]
target_type: shape=(1,), dtype=float8_e5m2fnuz
[0]
Outputs:
output: shape=(3, 5), dtype=float8_e5m2fnuz
[[0.5, 0.5, 0.5, 0.875, 0.5],
[0.75, nan, 0, nan, nan],
[nan, nan, 0, 0, nan]]
test_cc_castlike_FLOAT16_to_FLOAT8E4M3FN
Node:
CastLike(input, target_type) -> (output)
Inputs:
input: shape=(3, 5), dtype=float16
[[ 4.790e-01, 4.802e-01, 4.998e-01, 8.193e-01, 4.702e-01],
[ 7.231e-01, inf, 1.192e-07, nan, inf],
[ inf, -inf, -1.192e-07, 1.192e-07, -inf]]
target_type: shape=(1,), dtype=float8_e4m3fn
[0]
Outputs:
output: shape=(3, 5), dtype=float8_e4m3fn
[[0.46875, 0.46875, 0.5, 0.8125, 0.46875],
[0.75, 448, 0, nan, 448],
[448, -448, -0, 0, -448]]
test_cc_castlike_FLOAT16_to_FLOAT8E4M3FNUZ
Node:
CastLike(input, target_type) -> (output)
Inputs:
input: shape=(3, 5), dtype=float16
[[ 4.790e-01, 4.802e-01, 4.998e-01, 8.193e-01, 4.702e-01],
[ 7.231e-01, inf, 1.192e-07, nan, inf],
[ inf, -inf, -1.192e-07, 1.192e-07, -inf]]
target_type: shape=(1,), dtype=float8_e4m3fnuz
[0]
Outputs:
output: shape=(3, 5), dtype=float8_e4m3fnuz
[[0.46875, 0.46875, 0.5, 0.8125, 0.46875],
[0.75, 240, 0, nan, 240],
[240, -240, 0, 0, -240]]
test_cc_castlike_FLOAT16_to_FLOAT8E5M2
Node:
CastLike(input, target_type) -> (output)
Inputs:
input: shape=(3, 5), dtype=float16
[[ 4.790e-01, 4.802e-01, 4.998e-01, 8.193e-01, 4.702e-01],
[ 7.231e-01, inf, 1.192e-07, nan, inf],
[ inf, -inf, -1.192e-07, 1.192e-07, -inf]]
target_type: shape=(1,), dtype=float8_e5m2
[0]
Outputs:
output: shape=(3, 5), dtype=float8_e5m2
[[0.5, 0.5, 0.5, 0.875, 0.5],
[0.75, 57344, 0, nan, 57344],
[57344, -57344, -0, 0, -57344]]
test_cc_castlike_FLOAT16_to_FLOAT8E5M2FNUZ
Node:
CastLike(input, target_type) -> (output)
Inputs:
input: shape=(3, 5), dtype=float16
[[ 4.790e-01, 4.802e-01, 4.998e-01, 8.193e-01, 4.702e-01],
[ 7.231e-01, inf, 1.192e-07, nan, inf],
[ inf, -inf, -1.192e-07, 1.192e-07, -inf]]
target_type: shape=(1,), dtype=float8_e5m2fnuz
[0]
Outputs:
output: shape=(3, 5), dtype=float8_e5m2fnuz
[[0.5, 0.5, 0.5, 0.875, 0.5],
[0.75, 57344, 0, nan, 57344],
[57344, -57344, 0, 0, -57344]]
test_cc_castlike_FLOAT16_to_FLOAT8E8M0
Node:
CastLike(input, target_type) -> (output)
Inputs:
input: shape=(2, 4), dtype=float16
[[0. , 0.124, 0.25 , 0.5 ],
[1.1 , 2. , 4. , 8. ]]
target_type: shape=(1,), dtype=float8_e8m0fnu
[5.87747e-39]
Outputs:
output: shape=(2, 4), dtype=float8_e8m0fnu
[[5.87747e-39, 0.125, 0.25, 0.5],
[2, 2, 4, 8]]
test_cc_castlike_FLOAT16_to_INT4
Node:
CastLike(input, target_type) -> (output)
Inputs:
input: shape=(5, 5), dtype=float16
[[-9., -8., -7., -6., -5.],
[-4., -3., -2., -1., 0.],
[ 1., 2., 3., 4., 5.],
[ 6., 7., 8., 9., 10.],
[11., 12., 13., 14., 15.]]
target_type: shape=(1,), dtype=int4
[0]
Outputs:
output: shape=(5, 5), dtype=int4
[[7, -8, -7, -6, -5],
[-4, -3, -2, -1, 0],
[1, 2, 3, 4, 5],
[6, 7, -8, -7, -6],
[-5, -4, -3, -2, -1]]
test_cc_castlike_FLOAT16_to_UINT4
Node:
CastLike(input, target_type) -> (output)
Inputs:
input: shape=(5, 5), dtype=float16
[[-9., -8., -7., -6., -5.],
[-4., -3., -2., -1., 0.],
[ 1., 2., 3., 4., 5.],
[ 6., 7., 8., 9., 10.],
[11., 12., 13., 14., 15.]]
target_type: shape=(1,), dtype=uint4
[0]
Outputs:
output: shape=(5, 5), dtype=uint4
[[7, 8, 9, 10, 11],
[12, 13, 14, 15, 0],
[1, 2, 3, 4, 5],
[6, 7, 8, 9, 10],
[11, 12, 13, 14, 15]]
test_cc_castlike_FLOAT8E4M3FNUZ_to_FLOAT
Node:
CastLike(input, target_type) -> (output)
Inputs:
input: shape=(3, 5), dtype=float8_e4m3fnuz
[[0.46875, 0.46875, 0.5, 0.8125, 0.46875],
[0.75, 240, 0, nan, 240],
[240, -240, 0, 0, -240]]
target_type: shape=(1,), dtype=float32
[0.]
Outputs:
output: shape=(3, 5), dtype=float32
[[ 0.46875, 0.46875, 0.5 , 0.8125 , 0.46875],
[ 0.75 , 240. , 0. , nan, 240. ],
[ 240. , -240. , 0. , 0. , -240. ]]
test_cc_castlike_FLOAT8E4M3FNUZ_to_FLOAT16
Node:
CastLike(input, target_type) -> (output)
Inputs:
input: shape=(3, 5), dtype=float8_e4m3fnuz
[[0.46875, 0.46875, 0.5, 0.8125, 0.46875],
[0.75, 240, 0, nan, 240],
[240, -240, 0, 0, -240]]
target_type: shape=(1,), dtype=float16
[0.]
Outputs:
output: shape=(3, 5), dtype=float16
[[ 0.4688, 0.4688, 0.5 , 0.8125, 0.4688],
[ 0.75 , 240. , 0. , nan, 240. ],
[ 240. , -240. , 0. , 0. , -240. ]]
test_cc_castlike_FLOAT8E4M3FN_to_FLOAT
Node:
CastLike(input, target_type) -> (output)
Inputs:
input: shape=(3, 5), dtype=float8_e4m3fn
[[0.46875, 0.46875, 0.5, 0.8125, 0.46875],
[0.75, 448, 0, nan, 448],
[448, -448, -0, 0, -448]]
target_type: shape=(1,), dtype=float32
[0.]
Outputs:
output: shape=(3, 5), dtype=float32
[[ 0.46875, 0.46875, 0.5 , 0.8125 , 0.46875],
[ 0.75 , 448. , 0. , nan, 448. ],
[ 448. , -448. , -0. , 0. , -448. ]]
test_cc_castlike_FLOAT8E4M3FN_to_FLOAT16
Node:
CastLike(input, target_type) -> (output)
Inputs:
input: shape=(3, 5), dtype=float8_e4m3fn
[[0.46875, 0.46875, 0.5, 0.8125, 0.46875],
[0.75, 448, 0, nan, 448],
[448, -448, -0, 0, -448]]
target_type: shape=(1,), dtype=float16
[0.]
Outputs:
output: shape=(3, 5), dtype=float16
[[ 0.4688, 0.4688, 0.5 , 0.8125, 0.4688],
[ 0.75 , 448. , 0. , nan, 448. ],
[ 448. , -448. , -0. , 0. , -448. ]]
test_cc_castlike_FLOAT8E5M2FNUZ_to_FLOAT
Node:
CastLike(input, target_type) -> (output)
Inputs:
input: shape=(3, 5), dtype=float8_e5m2fnuz
[[0.5, 0.5, 0.5, 0.875, 0.5],
[0.75, 57344, 0, nan, 57344],
[57344, -57344, 0, 0, -57344]]
target_type: shape=(1,), dtype=float32
[0.]
Outputs:
output: shape=(3, 5), dtype=float32
[[ 5.0000e-01, 5.0000e-01, 5.0000e-01, 8.7500e-01, 5.0000e-01],
[ 7.5000e-01, 5.7344e+04, 0.0000e+00, nan, 5.7344e+04],
[ 5.7344e+04, -5.7344e+04, 0.0000e+00, 0.0000e+00, -5.7344e+04]]
test_cc_castlike_FLOAT8E5M2FNUZ_to_FLOAT16
Node:
CastLike(input, target_type) -> (output)
Inputs:
input: shape=(3, 5), dtype=float8_e5m2fnuz
[[0.5, 0.5, 0.5, 0.875, 0.5],
[0.75, 57344, 0, nan, 57344],
[57344, -57344, 0, 0, -57344]]
target_type: shape=(1,), dtype=float16
[0.]
Outputs:
output: shape=(3, 5), dtype=float16
[[ 5.000e-01, 5.000e-01, 5.000e-01, 8.750e-01, 5.000e-01],
[ 7.500e-01, 5.734e+04, 0.000e+00, nan, 5.734e+04],
[ 5.734e+04, -5.734e+04, 0.000e+00, 0.000e+00, -5.734e+04]]
test_cc_castlike_FLOAT8E5M2_to_FLOAT
Node:
CastLike(input, target_type) -> (output)
Inputs:
input: shape=(3, 5), dtype=float8_e5m2
[[0.5, 0.5, 0.5, 0.875, 0.5],
[0.75, 57344, 0, nan, 57344],
[57344, -57344, -0, 0, -57344]]
target_type: shape=(1,), dtype=float32
[0.]
Outputs:
output: shape=(3, 5), dtype=float32
[[ 5.0000e-01, 5.0000e-01, 5.0000e-01, 8.7500e-01, 5.0000e-01],
[ 7.5000e-01, 5.7344e+04, 0.0000e+00, nan, 5.7344e+04],
[ 5.7344e+04, -5.7344e+04, -0.0000e+00, 0.0000e+00, -5.7344e+04]]
test_cc_castlike_FLOAT8E5M2_to_FLOAT16
Node:
CastLike(input, target_type) -> (output)
Inputs:
input: shape=(3, 5), dtype=float8_e5m2
[[0.5, 0.5, 0.5, 0.875, 0.5],
[0.75, 57344, 0, nan, 57344],
[57344, -57344, -0, 0, -57344]]
target_type: shape=(1,), dtype=float16
[0.]
Outputs:
output: shape=(3, 5), dtype=float16
[[ 5.000e-01, 5.000e-01, 5.000e-01, 8.750e-01, 5.000e-01],
[ 7.500e-01, 5.734e+04, 0.000e+00, nan, 5.734e+04],
[ 5.734e+04, -5.734e+04, -0.000e+00, 0.000e+00, -5.734e+04]]
test_cc_castlike_FLOAT8E8M0_to_FLOAT
Node:
CastLike(input, target_type) -> (output)
Inputs:
input: shape=(2, 4), dtype=float8_e8m0fnu
[[5.87747e-39, 0.125, 0.25, 0.5],
[2, 2, 4, 8]]
target_type: shape=(1,), dtype=float32
[0.]
Outputs:
output: shape=(2, 4), dtype=float32
[[0. , 0.125, 0.25 , 0.5 ],
[2. , 2. , 4. , 8. ]]
test_cc_castlike_FLOAT8E8M0_to_FLOAT16
Node:
CastLike(input, target_type) -> (output)
Inputs:
input: shape=(2, 4), dtype=float8_e8m0fnu
[[5.87747e-39, 0.125, 0.25, 0.5],
[2, 2, 4, 8]]
target_type: shape=(1,), dtype=float16
[0.]
Outputs:
output: shape=(2, 4), dtype=float16
[[0. , 0.125, 0.25 , 0.5 ],
[2. , 2. , 4. , 8. ]]
test_cc_castlike_FLOAT_to_FLOAT8E4M3FN
Node:
CastLike(input, target_type) -> (output)
Inputs:
input: shape=(3, 5), dtype=float32
[[ 4.7892547e-01, 4.8033667e-01, 4.9968487e-01, 8.1910545e-01,
4.7031248e-01],
[ 7.2290379e-01, 1.0000000e+06, 1.0000000e-07, nan,
inf],
[ inf, -inf, -1.0000000e-07, 1.0000000e-07,
-1.0000000e+06]]
target_type: shape=(1,), dtype=float8_e4m3fn
[0]
Outputs:
output: shape=(3, 5), dtype=float8_e4m3fn
[[0.46875, 0.46875, 0.5, 0.8125, 0.46875],
[0.75, 448, 0, nan, 448],
[448, -448, -0, 0, -448]]
test_cc_castlike_FLOAT_to_FLOAT8E4M3FNUZ
Node:
CastLike(input, target_type) -> (output)
Inputs:
input: shape=(3, 5), dtype=float32
[[ 4.7892547e-01, 4.8033667e-01, 4.9968487e-01, 8.1910545e-01,
4.7031248e-01],
[ 7.2290379e-01, 1.0000000e+06, 1.0000000e-07, nan,
inf],
[ inf, -inf, -1.0000000e-07, 1.0000000e-07,
-1.0000000e+06]]
target_type: shape=(1,), dtype=float8_e4m3fnuz
[0]
Outputs:
output: shape=(3, 5), dtype=float8_e4m3fnuz
[[0.46875, 0.46875, 0.5, 0.8125, 0.46875],
[0.75, 240, 0, nan, 240],
[240, -240, 0, 0, -240]]
test_cc_castlike_FLOAT_to_FLOAT8E5M2
Node:
CastLike(input, target_type) -> (output)
Inputs:
input: shape=(3, 5), dtype=float32
[[ 4.7892547e-01, 4.8033667e-01, 4.9968487e-01, 8.1910545e-01,
4.7031248e-01],
[ 7.2290379e-01, 1.0000000e+06, 1.0000000e-07, nan,
inf],
[ inf, -inf, -1.0000000e-07, 1.0000000e-07,
-1.0000000e+06]]
target_type: shape=(1,), dtype=float8_e5m2
[0]
Outputs:
output: shape=(3, 5), dtype=float8_e5m2
[[0.5, 0.5, 0.5, 0.875, 0.5],
[0.75, 57344, 0, nan, 57344],
[57344, -57344, -0, 0, -57344]]
test_cc_castlike_FLOAT_to_FLOAT8E5M2FNUZ
Node:
CastLike(input, target_type) -> (output)
Inputs:
input: shape=(3, 5), dtype=float32
[[ 4.7892547e-01, 4.8033667e-01, 4.9968487e-01, 8.1910545e-01,
4.7031248e-01],
[ 7.2290379e-01, 1.0000000e+06, 1.0000000e-07, nan,
inf],
[ inf, -inf, -1.0000000e-07, 1.0000000e-07,
-1.0000000e+06]]
target_type: shape=(1,), dtype=float8_e5m2fnuz
[0]
Outputs:
output: shape=(3, 5), dtype=float8_e5m2fnuz
[[0.5, 0.5, 0.5, 0.875, 0.5],
[0.75, 57344, 0, nan, 57344],
[57344, -57344, 0, 0, -57344]]
test_cc_castlike_FLOAT_to_FLOAT8E8M0
Node:
CastLike(input, target_type) -> (output)
Inputs:
input: shape=(2, 4), dtype=float32
[[0. , 0.124, 0.25 , 0.5 ],
[1.1 , 2. , 4. , 8. ]]
target_type: shape=(1,), dtype=float8_e8m0fnu
[5.87747e-39]
Outputs:
output: shape=(2, 4), dtype=float8_e8m0fnu
[[5.87747e-39, 0.125, 0.25, 0.5],
[2, 2, 4, 8]]
test_cc_castlike_FLOAT_to_INT4
Node:
CastLike(input, target_type) -> (output)
Inputs:
input: shape=(5, 5), dtype=float32
[[-9., -8., -7., -6., -5.],
[-4., -3., -2., -1., 0.],
[ 1., 2., 3., 4., 5.],
[ 6., 7., 8., 9., 10.],
[11., 12., 13., 14., 15.]]
target_type: shape=(1,), dtype=int4
[0]
Outputs:
output: shape=(5, 5), dtype=int4
[[7, -8, -7, -6, -5],
[-4, -3, -2, -1, 0],
[1, 2, 3, 4, 5],
[6, 7, -8, -7, -6],
[-5, -4, -3, -2, -1]]
test_cc_castlike_FLOAT_to_UINT4
Node:
CastLike(input, target_type) -> (output)
Inputs:
input: shape=(5, 5), dtype=float32
[[-9., -8., -7., -6., -5.],
[-4., -3., -2., -1., 0.],
[ 1., 2., 3., 4., 5.],
[ 6., 7., 8., 9., 10.],
[11., 12., 13., 14., 15.]]
target_type: shape=(1,), dtype=uint4
[0]
Outputs:
output: shape=(5, 5), dtype=uint4
[[7, 8, 9, 10, 11],
[12, 13, 14, 15, 0],
[1, 2, 3, 4, 5],
[6, 7, 8, 9, 10],
[11, 12, 13, 14, 15]]
test_cc_castlike_INT4_to_FLOAT
Node:
CastLike(input, target_type) -> (output)
Inputs:
input: shape=(5, 5), dtype=int4
[[7, -8, -7, -6, -5],
[-4, -3, -2, -1, 0],
[1, 2, 3, 4, 5],
[6, 7, -8, -7, -6],
[-5, -4, -3, -2, -1]]
target_type: shape=(1,), dtype=float32
[0.]
Outputs:
output: shape=(5, 5), dtype=float32
[[ 7., -8., -7., -6., -5.],
[-4., -3., -2., -1., 0.],
[ 1., 2., 3., 4., 5.],
[ 6., 7., -8., -7., -6.],
[-5., -4., -3., -2., -1.]]
test_cc_castlike_INT4_to_FLOAT16
Node:
CastLike(input, target_type) -> (output)
Inputs:
input: shape=(5, 5), dtype=int4
[[7, -8, -7, -6, -5],
[-4, -3, -2, -1, 0],
[1, 2, 3, 4, 5],
[6, 7, -8, -7, -6],
[-5, -4, -3, -2, -1]]
target_type: shape=(1,), dtype=float16
[0.]
Outputs:
output: shape=(5, 5), dtype=float16
[[ 7., -8., -7., -6., -5.],
[-4., -3., -2., -1., 0.],
[ 1., 2., 3., 4., 5.],
[ 6., 7., -8., -7., -6.],
[-5., -4., -3., -2., -1.]]
test_cc_castlike_INT4_to_INT8
Node:
CastLike(input, target_type) -> (output)
Inputs:
input: shape=(5, 5), dtype=int4
[[7, -8, -7, -6, -5],
[-4, -3, -2, -1, 0],
[1, 2, 3, 4, 5],
[6, 7, -8, -7, -6],
[-5, -4, -3, -2, -1]]
target_type: shape=(1,), dtype=int8
[0]
Outputs:
output: shape=(5, 5), dtype=int8
[[ 7, -8, -7, -6, -5],
[-4, -3, -2, -1, 0],
[ 1, 2, 3, 4, 5],
[ 6, 7, -8, -7, -6],
[-5, -4, -3, -2, -1]]
test_cc_castlike_UINT4_to_FLOAT
Node:
CastLike(input, target_type) -> (output)
Inputs:
input: shape=(5, 5), dtype=uint4
[[7, 8, 9, 10, 11],
[12, 13, 14, 15, 0],
[1, 2, 3, 4, 5],
[6, 7, 8, 9, 10],
[11, 12, 13, 14, 15]]
target_type: shape=(1,), dtype=float32
[0.]
Outputs:
output: shape=(5, 5), dtype=float32
[[ 7., 8., 9., 10., 11.],
[12., 13., 14., 15., 0.],
[ 1., 2., 3., 4., 5.],
[ 6., 7., 8., 9., 10.],
[11., 12., 13., 14., 15.]]
test_cc_castlike_UINT4_to_FLOAT16
Node:
CastLike(input, target_type) -> (output)
Inputs:
input: shape=(5, 5), dtype=uint4
[[7, 8, 9, 10, 11],
[12, 13, 14, 15, 0],
[1, 2, 3, 4, 5],
[6, 7, 8, 9, 10],
[11, 12, 13, 14, 15]]
target_type: shape=(1,), dtype=float16
[0.]
Outputs:
output: shape=(5, 5), dtype=float16
[[ 7., 8., 9., 10., 11.],
[12., 13., 14., 15., 0.],
[ 1., 2., 3., 4., 5.],
[ 6., 7., 8., 9., 10.],
[11., 12., 13., 14., 15.]]
test_cc_castlike_UINT4_to_UINT8
Node:
CastLike(input, target_type) -> (output)
Inputs:
input: shape=(5, 5), dtype=uint4
[[7, 8, 9, 10, 11],
[12, 13, 14, 15, 0],
[1, 2, 3, 4, 5],
[6, 7, 8, 9, 10],
[11, 12, 13, 14, 15]]
target_type: shape=(1,), dtype=uint8
[0]
Outputs:
output: shape=(5, 5), dtype=uint8
[[ 7, 8, 9, 10, 11],
[12, 13, 14, 15, 0],
[ 1, 2, 3, 4, 5],
[ 6, 7, 8, 9, 10],
[11, 12, 13, 14, 15]]
Differences with previous version (19)#
SchemaDiff: CastLike (domain 'ai.onnx')
old version: 19
new version: 21
breaking: no
Type constraints:
changed ‘T1’: added types: [‘tensor(int4)’, ‘tensor(uint4)’]
changed ‘T2’: added types: [‘tensor(int4)’, ‘tensor(uint4)’]