split freeze and fix some small bugs #19
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freeze()
拆成reuse_qparam()
和freeze()
,前者复用qparam
,后者负责提前计算。这样做的优点是每次推理的时候免除了freeze()
部分的计算(例如M
),缺点是部分qparam
被重复保存。buffer
被保存的shape
为torch.Size([])
,避免M
读取时的类型冲突。QReLU
和QMaxPooling2d
会多存一个qo
的bug。