code:
from paddle import nn
import numpy as np
import paddle
embedding = nn.Embedding(100, 200)
x = np.array([[4, 1, 4, 10000, 3, 9, 900, 1, 1, 5],
[8, 6, 5, 8000, 2, 7, 3, 1, 1, 6]])
input_paddle = paddle.to_tensor(x, dtype='int64')
output = embedding(input_paddle)
print(output)
console:
Tensor(shape=[2, 10, 200], dtype=float32, place=CUDAPlace(0), stop_gradient=False,
[[[ 0.07328835, -0.09469348, 0.07219494, ..., 0.01943331,
-0.12398233, -0.08197384],
[-0.08139029, -0.10521033, 0.11584321, ..., -0.03910951,
0.12038675, -0.09803125],
[ 0.07328835, -0.09469348, 0.07219494, ..., 0.01943331,
-0.12398233, -0.08197384],
...,
[-0.08139029, -0.10521033, 0.11584321, ..., -0.03910951,
0.12038675, -0.09803125],
[-0.08139029, -0.10521033, 0.11584321, ..., -0.03910951,
0.12038675, -0.09803125],
[ 0.01028429, 0.04357532, -0.07706941, ..., 0.07706572,
0.09165546, 0.07484353]],
[[ 0.08599947, -0.00237131, 0.08609001, ..., -0.00191966,
0.10842200, -0.08339714],
[ 0.02185206, 0.10013362, 0.05010634, ..., 0.00987017,
0.13578133, -0.01342258],
[ 0.01028429, 0.04357532, -0.07706941, ..., 0.07706572,
0.09165546, 0.07484353],
...,
[-0.08139029, -0.10521033, 0.11584321, ..., -0.03910951,
0.12038675, -0.09803125],
[-0.08139029, -0.10521033, 0.11584321, ..., -0.03910951,
0.12038675, -0.09803125],
[ 0.02185206, 0.10013362, 0.05010634, ..., 0.00987017,
0.13578133, -0.01342258]]])
paddle:2.2.1
我embedding的大小只有100
为什么输入10000, 900, 800000却不会报错
4条答案
按热度按时间8iwquhpp1#
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