Tensor(行列)の和
tf.add
tf.add(x, y, name=None)
| 変数 | 概要 |
|---|---|
| x | half, float32, float64, uint8, int8, int16, int32, int64, complex64, complex128, stringの型の値を引数で渡せる |
| y | half, float32, float64, uint8, int8, int16, int32, int64, complex64, complex128, stringの型の値を引数で渡せる |
| name | 操作の名前(任意) |
Sample
mat1 + mat2 = result_mat
参考
https://www.tensorflow.org/versions/r1.0/api_docs/python/math_ops.html#add
Tensor(行列)の差
tf.subtract
tf.subtract(x, y, name=None)
| 変数 | 概要 |
|---|---|
| x | half, float32, float64, int32, int64, complex64, complex128の型の値を引数で渡せる |
| y | half, float32, float64, int32, int64, complex64, complex128の型の値を引数で渡せる |
| name | 操作の名前(任意) |
Sample
mat2 - mat1 = result_mat
参考
https://www.tensorflow.org/versions/r1.0/api_docs/python/math_ops.html#sub
Tensor(行列)の積
tf.matmul
tf.matmul(x, y, name=None)
| 変数 | 概要 |
|---|---|
| x | half, float32, float64, uint8, int8, uint16, int16, int32, int64, complex64, complex128の型の値を引数で渡せる |
| y | half, float32, float64, uint8, int8, uint16, int16, int32, int64, complex64, complex128の型の値を引数で渡せる |
| name | 操作の名前(任意) |
Sample
mat1 x mat2 = result_mat
参考
https://www.tensorflow.org/versions/r1.0/api_docs/python/math_ops.html#matmul
Tensor(行列)の要素の積
tf.multiply
tf.multiply(mat_a, mat_b, name=None)
| 変数 | 概要 |
|---|---|
| x | half, float32, float64, uint8, int8, uint16, int16, int32, int64, complex64, complex128の型の値を引数で渡せる |
| y | half, float32, float64, uint8, int8, uint16, int16, int32, int64, complex64, complex128の型の値を引数で渡せる |
| name | 操作の名前(任意) |
Sample
mat_a x mat_b = result_mat
参考
https://www.tensorflow.org/versions/r1.0/api_docs/python/math_ops/arithmetic_operators#multiply
Notebooks
https://github.com/FaBoPlatform/TensorFlow/blob/master/notebooks/operator.ipynb