sgdBatches | R Documentation |

`E * 10000`

in the original paper.Calculate the default number of batches for a given number of vertices and edges.
The formula used is the one used by the 'largeVis' reference implementation. This is substantially less than the recommendation `E * 10000`

in the original paper.

```
sgdBatches(N, E = 150 * N/2)
```

`N` |
Number of vertices |

`E` |
Number of edges (default = 150*N/2) |

The recommended number of sgd batches.

```
# Observe that increasing K has no effect on processing time
N <- 70000 # MNIST
K <- 10:250
plot(K, sgdBatches(rep(N, length(K)), N * K / 2))
# Observe that processing time scales linarly with N
N <- c(seq(from = 1, to = 10000, by = 100), seq(from = 10000, to = 10000000, by = 1000))
plot(N, sgdBatches(N))
```

Embedding an R snippet on your website

Add the following code to your website.

For more information on customizing the embed code, read Embedding Snippets.