Open Access
表4
LSTM计算负载统计(OPS)
| 隐层数 | 向量-矩阵运算 | 中间值累加 | 偏置量累加 | Element-wise | 激活运算 | 计算负载总量 |
| 32 | 8 192 | 8 064 | 128 | 128 | 160 | 16 672 |
| 64 | 32 768 | 32 512 | 256 | 256 | 320 | 66 112 |
| 128 | 131 072 | 130 560 | 512 | 512 | 640 | 263 296 |
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