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809b22c
New translations KDExample.md (Chinese Simplified)
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New translations RocksdbExamples.md (Chinese Simplified)
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New translations speedup.md (Chinese Simplified)
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squirrelsc committed Feb 10, 2020
commit 85ccda85899207d5aa4140aae91736904bf2a219
2 changes: 1 addition & 1 deletion examples/model_compress/speedup_zh_CN.md
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剪枝算法通常都用权重掩码来模拟实际的剪枝。 掩码可以用来检查某个剪枝(或稀疏)算法的模型性能,但还没有真正加速。 模型加速才是模型剪枝的最终目标。因此提供了此工具,来帮助基于用户提供的掩码(掩码来自于剪枝算法),将已有模型转换成小模型。

有两种剪枝算法。 一种是细粒度的剪枝,不改变权重形状,和输入输出的张量。 稀疏内核会被用来加速细粒度剪枝的层。 The other is coarse-grained pruning (e.g., channels), shape of weights and input/output tensors usually change due to such pruning. To speed up this kind of pruning, there is no need to use sparse kernel, just replace the pruned layer with smaller one. Since the support of sparse kernels in community is limited, we only support the speedup of coarse-grained pruning and leave the support of fine-grained pruning in future.
有两种剪枝算法。 一种是细粒度的剪枝,不改变权重形状,和输入输出的张量。 稀疏内核会被用来加速细粒度剪枝的层。 另一类是粗粒度的剪枝(例如,通道),通常,权重形状,输入输出张量会有所改变。 To speed up this kind of pruning, there is no need to use sparse kernel, just replace the pruned layer with smaller one. Since the support of sparse kernels in community is limited, we only support the speedup of coarse-grained pruning and leave the support of fine-grained pruning in future.

## Design and Implementation

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