Add trt pow converter. #53462
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Add trt pow converter. #53462
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zhangjun
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May 5, 2023
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yuanlehome
reviewed
May 5, 2023
| VLOG(3) << "Convert a pow op to TensorRT IElementWiseLayer"; | ||
| framework::OpDesc op_desc(op, nullptr); | ||
| auto* X = engine_->GetITensor(op_desc.Input("X").front()); | ||
| float factor = PADDLE_GET_CONST(float, op_desc.GetAttr("factor")); |
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根据pow op的定义，factor attr应该有其他数据类型(float|int|Tensor)，这里或者op_teller里是不是应该做过滤？
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pow op factor存到模型中只可能是float，如果是tensor，则会成为elementwise_pow
// The diff between pow and elementwise_pow is in:
// https://github.com/PaddlePaddle/Paddle/blob/release/2.4/python/paddle/tensor/math.py#L420
zhangjun
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May 12, 2023
* Add trt pow converter. * update to use AddConstantLayer * add dims=0 ut
qingqing01
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May 13, 2023
…rRT (#53752) * scale, square, sum, swish trt op converter support zero dim (#53660) * [Paddle-Inference] Support trt 0dims of expand_as_v2 and mish. (#53627) * support_expand_mish * add unitest for reshpe 0 dims (#53685) * Add trt pow converter. (#53462) * Add trt pow converter. * update to use AddConstantLayer * add dims=0 ut * [inference Zero-Dim]add equal, elementwise_op trt 0d (#53704) * [inference Zero-Dim]prelu trt converter support zero dim tensor (#53634) * prelu op trt converter support zero dim * [Inference Zero-Dim] Support trt 0dim of gelu, hard_swish, hard_sigmoid and leaky_relu (#53714) * support_act * delete_silu * [inference zero dim] softmax, stack op trt converter support zero dim (#53729) * softmax support * support stack * remove unused code * update --------- Co-authored-by: Yuanle Liu <yuanlehome@163.com> Co-authored-by: xiaoxiaohehe001 <49090790+xiaoxiaohehe001@users.noreply.github.com> Co-authored-by: zhoutianzi666 <39978853+zhoutianzi666@users.noreply.github.com> Co-authored-by: Wilber <jiweibo@baidu.com>
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Description
增加pow的trt converter映射。