1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
|
# model
model = Model()
i1 = Input("op1", "TENSOR_FLOAT32", "{3,4}") # a vector of 12 float32s
i2 = Input("op2", "TENSOR_INT32", "{1,2}") # another vector of 2 int32s
axis = Int32Scalar("axis", 0)
i3 = Output("op3", "TENSOR_FLOAT32", "{1,2,4}") # a vector of 8 float32s
model = model.Operation("GATHER_EX", i1, i2, axis).To(i3)
# Example 1. Input in operand 0,
input0 = {i1: # input 0
[3.123456789123456789, 4.123456789123456789, 5.123456789123456789, 6.123456789123456789,
7.123456789123456789, 8.123456789123456789, 9.123456789123456789, 1.123456789123456789,
2.123456789123456789, 18.123456789123456789, 19.123456789123456789, 11.123456789123456789],
i2: # input 1
[1, 0]}
output0 = {i3: # output 0
[7.123456789123456789, 8.123456789123456789, 9.123456789123456789, 1.123456789123456789,
3.123456789123456789, 4.123456789123456789, 5.123456789123456789, 6.123456789123456789]}
# Instantiate an example
Example((input0, output0))
|
