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# MNIST
So we now have downloaded the MNIST parquet files, let's put them in a simple struct.
```rust,ignore
{{#include ../../../candle-examples/src/lib.rs:book_training_3}}
```
The parsing of the file and putting it into single tensors requires the dataset to fit the entire memory.
It is quite rudimentary, but simple enough for a small dataset like MNIST.
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