Layer feed

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feed( input , options );

This function feeds data through the layer to obtain an output.

• input
  

  Takes an array of inputs to feed through the layer.

• options (optional)
  

  An object including specific properties.

Properties

Property	Type	Function
log	Boolean	Wheter or not to log the output.
table	Boolean	Whether or not we want to print the result in the form of a table or a normal console log.

• returns
  

  Returns an array of outputs

Examples

Here is how you would create a pooling layer & compute some 16 length array of data.

const Layer = require('dannjs').layer;  //nodejs only

const l1 = new Layer('avgpool' , 16, 2, 2);

const input = [
    4, 3, 1, 5,
    1, 3, 4, 8,
    4, 5, 4, 3,
    6, 5, 9, 4
];

const output = l1.feed(input);
console.log(output);

// Output:
// [2.75, 4.5, 5, 5]

You can also use this layer for a non-squarable array by specifing width & height when constructing the layer.

const Layer = require('dannjs').layer;  //nodejs only

const l1 = new Layer('avgpool' , 12, 2, 1, 4, 3);

const input = [
    4, 3, 1, 5,
    1, 3, 4, 8,
    4, 5, 4, 3
];

const output = l1.feed(input);
console.log(output);

// Output:
// [2.75, 2.75, 4.5, 2.75, 4, 4.75]