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how important is the added initialization for cones #40

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twangnh opened this issue Apr 30, 2020 · 1 comment
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how important is the added initialization for cones #40

twangnh opened this issue Apr 30, 2020 · 1 comment

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@twangnh
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twangnh commented Apr 30, 2020

Hi! Xinlong, there are added codes lines for additional initialization of the convo

def init_weights(self):
for m in self.ins_convs:
normal_init(m.conv, std=0.01)
for m in self.cate_convs:
normal_init(m.conv, std=0.01)
bias_ins = bias_init_with_prob(0.01)
for m in self.solo_ins_list:
normal_init(m, std=0.01, bias=bias_ins)
bias_cate = bias_init_with_prob(0.01)
normal_init(self.solo_cate, std=0.01, bias=bias_cate)

I'm curious if the performance would drop a lot if those initialization are removed?

@WXinlong
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WXinlong commented May 5, 2020

@twangnh I didn't try other settings. You can try and report here.:)

@twangnh twangnh closed this as completed May 18, 2020
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