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[Paddle TensorRT] fix pd_op.conv2d converter and add pd_op.conv2d_transpose,pd_op.depthwise_conv2d_transpose converter by lizexu123 · Pull Request #68663 · PaddlePaddle/Paddle · GitHub
lizexu123
changed the title
[Paddle TensorRT] fix pd_op.conv2d converter
[Paddle TensorRT] fix pd_op.conv2d converter and add pd_op.conv2d_transpose converter
Oct 15, 2024
lizexu123
changed the title
[Paddle TensorRT] fix pd_op.conv2d converter and add pd_op.conv2d_transpose converter
[Paddle TensorRT] fix pd_op.conv2d converter and add pd_op.conv2d_transpose,pd_op.depthwise_conv2d_transpose converter
Oct 16, 2024
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[Paddle TensorRT] fix pd_op.conv2d converter and add pd_op.conv2d_transpose,pd_op.depthwise_conv2d_transpose converter #68663
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你的PR提交成功，感谢你对开源项目的贡献! |
lizexu123
changed the title
lizexu123
changed the title
YuanRisheng
reviewed
Oct 16, 2024
| @@ -323,3 +323,114 @@ def build_size_tensor( | |||
| ).get_output(0) | |||
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| def ConvertConv2d(network, paddle_op, inputs): | |||
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注意命名，文件里的函数命名都不是驼峰命名
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done
python/paddle/tensorrt/impls/conv.py
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| def depthwise_conv2d_converter(network, paddle_op, inputs): | ||
| return ConvertConv2d(network, paddle_op, inputs) | ||
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| @converter_registry.register("pd_op.conv2d", trt_version="8.x") | ||
| def conv2d_converter(network, paddle_op, inputs): | ||
| input_tensor, weight = inputs | ||
| weight_shape = paddle_op.operands()[1].source().shape | ||
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| padding = paddle_op.attrs().get("paddings", [0, 0]) | ||
| stride = paddle_op.attrs().get("strides", [1, 1]) | ||
| dilation = paddle_op.attrs().get("dilations", [1, 1]) | ||
| groups = paddle_op.attrs().get("groups", 1) | ||
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| # weight_tensor = network.add_constant(weight_shape, weight).get_output(0) | ||
| kernel_shape = trt.Dims((weight_shape[2], weight_shape[3])) | ||
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| conv_layer = network.add_convolution_nd( | ||
| input_tensor, weight_shape[0], kernel_shape, weight | ||
| ) | ||
| conv_layer.stride_nd = stride | ||
| conv_layer.padding_nd = padding | ||
| conv_layer.dilation_nd = dilation | ||
| conv_layer.num_groups = groups | ||
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| return conv_layer.get_output(0) | ||
| return ConvertConv2d(network, paddle_op, inputs) | ||
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| @converter_registry.register("pd_op.conv2d_transpose", trt_version="8.x") | ||
| def conv2d_transpose_converter(network, paddle_op, inputs): | ||
| return ConvertConv2d(network, paddle_op, inputs) | ||
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| @converter_registry.register( | ||
| "pd_op.depthwise_conv2d_transpose", trt_version="8.x" | ||
| ) | ||
| def depthwise_conv2d_transpose_converter(network, paddle_op, inputs): | ||
| return ConvertConv2d(network, paddle_op, inputs) |
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这里需要写这么多次吗，可以试试一个函数套多个装饰器的做法
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done
YuanRisheng
approved these changes
Oct 17, 2024
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PR Category
Inference
PR Types
New features
Description
card-71500
pd_op.conv2d之前的converter，对于padding为same和valid都存在精度问题，提PR修复，以及完成了pd_op.conv2d_transpose,pd_op.depthwise_conv2d_transpose converter