trt8 maxpool的問題

[tuteming]

我前面的問題我發現是在trt8 的yolo.cpp-line 410 被comment掉, trt7則沒有comment if (m_configBlocks.at(i).at("size") == "2" && m_configBlocks.at(i).at("stride") == "1") { // mTinyMaxpoolPaddingFormula->addSamePaddingLayer("maxpool" + std::to_string(i)); } 而我用了 [maxpool] size=2 stride=2

在trt7成功偵測 在trt8則失敗 ( trt8 remove "setPoolingOutputDimensionsFormula") 請問可以解決這個問題嗎?

謝謝你花寶貴的時間看我的問題.

[tuteming]

抱歉 我覺得問題也不在這 我再查查看 不過真是沒道理 trt7 ok trt8則失敗

[tuteming]

sorry, 我應該確定是maxpool的問題,因在建enging時(以下我只列部分) (11) conv-bn-leaky 64 x 200 x 200 128 x 200 x 200 280160 (12) skip 128 x 200 x 200 128 x 200 x 200 - (13) maxpool 128 x 200 x 200 128 x 100 x 100 280160 (14) conv-bn-leaky 128 x 100 x 100 128 x 100 x 100 428128

WARNING: Weights [name=conv_11 + batch_norm_11.weight] had the following issues when converted to FP16: WARNING: - Subnormal FP16 values detected. WARNING: If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights. WARNING: Weights [name=conv_14 + batch_norm_14 + PWN(leaky_14).weight] had the following issues when converted to FP16: WARNING: - Subnormal FP16 values detected. WARNING: If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.

列config時沒錯 建enging時沒有13(maxpool) 請問這要改哪? 謝謝

[lq0104]

这个升级到tensorrt8后NvInfer.h中的这个class TRT_DEPRECATED IOutputDimensionsFormula被遗弃了，所以m_TinyMaxpoolPaddingFormula也被注释掉了，我看这个代码的readme里也把对yolov tiny的支持去掉了，不知道后续用什么替代方案来支持呢？