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Optimal hyperparameters for training resnet34_v1 on ImageNet?

discuss.mxnet.apache.org

Author: openj-gate.com ~ Tags: discuss.mxnet.apache.org ~ Date: 2022/07/29

For ResNet 34 Start with lr01 mom09 wd00001 batch_size512 Decrease learning rate by by 01 at epochs 60 75 and 90 - Information from discuss.mxnet.apache.org

Information accuracy 100%
Read more from discuss.mxnet.apache.org information was found here: https://discuss.mxnet.apache.org/t/optimal-hyperparameters-for-training-resnet34-v1-on-imagenet/1262

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Calculating Inception Score MXNet Forum

discuss.mxnet.apache.org

Author: openj-gate.com ~ Tags: discuss.mxnet.apache.org ~ Date: 2022/07/29

Calculating inception score in mxnet according to this source for train data of cirar 10 is giving me score of about ~ 33 - Information from discuss.mxnet.apache.org

Information accuracy 100%
Read more from discuss.mxnet.apache.org information was found here: https://discuss.mxnet.apache.org/t/calculating-inception-score/5678

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Convolutional Neural Networks (LeNet) D2L Book MXNet

discuss.mxnet.apache.org

Author: openj-gate.com ~ Tags: discuss.mxnet.apache.org ~ Date: 2022/07/29

LeNet paper does not describe pooling layer as an average pooling layer If there is something I missed and your implementation of LeNet5 is correct  - Information from discuss.mxnet.apache.org

Information accuracy 100%
Read more from discuss.mxnet.apache.org information was found here: https://discuss.mxnet.apache.org/t/convolutional-neural-networks-lenet/2353

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