I have the following tensor inside a variable:

Variable containing:
( 0 ,.,.) =
-1.4806e-03  1.2613e-02  2.7224e-03  …  -5.0939e-03 -1.9726e-02  5.4534e-03
( 1 ,.,.) =
4.6326e-03  1.4724e-02  1.2798e-02  …   1.7921e-02 -1.5251e-02  1.0327e-02
( 2 ,.,.) =
1.4713e-03 -6.1495e-03  1.4506e-02  …   4.3970e-03  1.0725e-02  3.5597e-02
…
( 7 ,.,.) =
5.1251e-02 -9.5393e-03 -4.8048e-02  …   4.9305e-02 -1.5259e-03  1.2293e-02
( 8 ,.,.) =
5.5753e-02  1.9791e-03 -4.1305e-02  …   3.6249e-02  4.1878e-02  5.2798e-03
( 9 ,.,.) =
5.6972e-02 -1.7179e-02 -3.3515e-02  …   1.5184e-02  2.1811e-02 -8.5038e-03
[torch.FloatTensor of size 10x1x500]

10 is the sequence length
1 is the batch size
500 is the embedding
How can I index this tensor so I can ge one of size 10x500? I just want to get one element of the batch.
I tried the following:
TENSOR_NAME [ : ] [ 0 ] [ : ]
But it returns the following:
[torch.FloatTensor of size 1x500]