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Different results when using caffe and pytorch - PyTorch …

https://discuss.pytorch.org/t/different-results-when-using-caffe-and-pytorch/3240

Different results when using caffe and pytorch Nick_Young(Nick Young) May 19, 2017, 2:48pm #1 I am training the same LSTM network architecture with caffe and pytorch. …


Really strange! Different results between pytorch, caffe …

https://discuss.pytorch.org/t/really-strange-different-results-between-pytorch-caffe-and-keras/3400

The caffe and keras version works really well, but the pytorch version just doesn’t work. the loss will go down, but rises at the end of every epoch. This is strange. What’s wrong …


Caffe vs PyTorch | What are the differences? - StackShare

https://stackshare.io/stackups/caffe-vs-pytorch

You can use it naturally like you would use numpy / scipy / scikit-learn etc; Caffe: A deep learning framework. It is a deep learning framework made with expression, speed, and modularity in …


Different phenomena on Pytorch and Caffe on a same task

https://discuss.pytorch.org/t/different-phenomena-on-pytorch-and-caffe-on-a-same-task/4595

However, quite different phenomena is observed, especially during the earliest epochs. On caffe，the earliest epochs are featured with relatively larger testing loss(e.g, …


The result of Pytorch and Caffe is not same! - PyTorch …

https://discuss.pytorch.org/t/the-result-of-pytorch-and-caffe-is-not-same/14948

#1 I have construct my model on pytorch. But the pooling layer is ‘floor’ of the value. In caffe, pooling layer is ‘ceil’ of the value. So I add padding in pooling layer. However, the …


python - Loaded pytorch model gives different results …

https://stackoverflow.com/questions/71411479/loaded-pytorch-model-gives-different-results-than-originally-trained-model

model = torch.load ('model.pt') model = model.module # To remove the DataParallel module model.eval () with torch.no_grad (): x = test_loader.dataset.tensors …


Why does Pytorch always perform worse than Caffe?

https://discuss.pytorch.org/t/why-does-pytorch-always-perform-worse-than-caffe/16885

I could easily get 95%accuracy in Caffe while in Pytorch I could hardly reach 94.70+! Caffetakes a lot of memory as much as 5GB!, while Pytorchtakes as little as 2.3GB! I …


Loading same data but getting different results - PyTorch Forums

https://discuss.pytorch.org/t/loading-same-data-but-getting-different-results/141205

But this gives me different results than the first approach, even though ( I believe ) that both approaches are identical in manually splitting the training data into batches. I even …


Transfering a Model from PyTorch to Caffe2 and Mobile using …

https://pytorch.org/tutorials/advanced/super_resolution_with_caffe2.html?highlight=transfering%20model

We should see that the output of PyTorch and Caffe2 runs match numerically up to 3 decimal places. As a side-note, if they do not match then there is an issue that the operators in Caffe2 …


Quantized Conv2d gives different result from the ... - PyTorch …

https://discuss.pytorch.org/t/quantized-conv2d-gives-different-result-from-the-caffe2s-int8conv-with-the-same-weights/60557

PyTorch quantized results become close enough to init_res, but caffe conv is very different. raghuramank100 (Raghuramank100) November 12, 2019, 2:07am #4 The issue is …


Pytorch model: drastically different inference results on different ...

https://stackoverflow.com/questions/60447401/pytorch-model-drastically-different-inference-results-on-different-machines

2 Add a lot of assertions that the data loader is yielding expected values. Assume that Linux/Windows yield different results for reading files. Which is a common issue, and then …


which style should I use, caffe or pytorch? #2249 - GitHub

https://github.com/open-mmlab/mmdetection/issues/2249

No suggested jump to results; ... caffe of pytorch? The text was updated successfully, but these errors were encountered: All reactions Copy link Collaborator xvjiarui …


caffe and pytorch result is not same #210 - GitHub

https://github.com/JDAI-CV/fast-reid/issues/210

Hi, I followed your deploy steps . but also get different result. I focused on this for several weeks. Can you help me?


Implementation of Caffe Code in PyTorch - SubOptimal solution

https://discuss.pytorch.org/t/implementation-of-caffe-code-in-pytorch-suboptimal-solution/73267

Both Caffe and PyTorch with the above code gave the same loss and weight updates. Following are the minor changes Caffe uses a batch size of 50, whereas due to the …


python - PyTorch TransformerEncoderLayer different input order …

https://stackoverflow.com/questions/72623363/pytorch-transformerencoderlayer-different-input-order-gets-different-results

And running the input data through the model after calling model.eval. This always gives me different results unless I use the same order every time. I have this layer in my model …


Caffe2 vs PyTorch | What are the differences? - StackShare

https://stackshare.io/stackups/caffe2-vs-pytorch

Tensorflow works on a static graph concept that means the user first has to define the computation graph of the model and then run the ML model, whereas PyTorch believes in a …


What are the difference between Caffe and Pytorch? - Quora

https://www.quora.com/What-are-the-difference-between-Caffe-and-Pytorch

Answer: Caffe's model accuracy is about 98% but the accuracy of pytorch version is just 50%why? I clarified some differences between caffe's & pytorch 1. SGD( saccharomyces Genome Data …


Caffe2 and PyTorch join forces to create a Research + Production ...

https://caffe2.ai/blog/2018/05/02/Caffe2_PyTorch_1_0.html

In practice, any deep learning framework is a stack of multiple libraries and technologies operating at different abstraction layers (from data reading and visualization to …


PyTorch Vs Caffe2: Which Machine Learning Framework Should …

https://analyticsindiamag.com/pytorch-vs-caffe2-which-machine-learning-framework-should-you-use-for-your-next-project/

PyTorch vs Caffe2. Both the machine learning frameworks are designed to be used for different goals. PyTorch released in October 2016 is a very popular choice for …


Reproducibility — PyTorch 1.13 documentation

https://pytorch.org/docs/stable/notes/randomness.html

Reproducibility. Completely reproducible results are not guaranteed across PyTorch releases, individual commits, or different platforms. Furthermore, results may not be reproducible …


Different cross entropy results from NumPy and PyTorch

https://stackoverflow.com/questions/74113688/different-cross-entropy-results-from-numpy-and-pytorch

I need to calculate Cross Entropy loss by NumPy and Pytorch loss function. Using NumPy my formula is -np.sum(target*np.log(y_hat)), and I got 0.5621189181535413 However, …


I'm getting different results with PyTorch and Keras : r ... - reddit

https://www.reddit.com/r/learnmachinelearning/comments/aqfm10/im_getting_different_results_with_pytorch_and/

I think Keras and Pytorch have different weight initialization schemes, which could be causing the difference. Keras seems to use Glorot/Xavier initialization, and Pytorch Kaiming/He …


leelabcnbc/pytorch-caffe-models - GitHub

https://github.com/leelabcnbc/pytorch-caffe-models

# download original caffe model files python download_all_models.py # convert them to HDF5 python convert_all_models.py # optional, just for debugging. python …


Building ResNets from Scratch using PyTorch - DebuggerCafe

https://debuggercafe.com/building-resnets-from-scratch-using-pytorch/

If you carry out any classification training using the networks, please let us know about your results in the comment section. Summary and Conclusion. In this tutorial, you …


An Introduction to PyTorch Visualization Utilities - DebuggerCafe

https://debuggercafe.com/an-introduction-to-pytorch-visualization-utilities/

Then we will slowly move on to using the PyTorch visualization utilities on different tasks like: Drawing bounding boxes around objects. ... And the show function is a …


PyTorch Model Inference using ONNX and Caffe2 | LearnOpenCV

https://learnopencv.com/pytorch-model-inference-using-onnx-and-caffe2/

They are two completely different frameworks. Caffe used to be very popular 5 years back, but now it seems to have fallen out of favor. ... We will also examine the similarities …


Forums - For a model, different results of caffe and snpe

https://developer.qualcomm.com/comment/13313

The outputs of caffe and SNPE are similar but different. I used GPU and CPU runtime. Both outputs of the runtime are different to the result generated through Caffe running on a …


torch.result_type — PyTorch 1.12 documentation

https://pytorch.org/docs/stable/generated/torch.result_type.html

torch.result_type. torch.result_type(tensor1, tensor2) → dtype. Returns the torch.dtype that would result from performing an arithmetic operation on the provided input tensors. See type …


Implementing ResNet18 in PyTorch from Scratch - DebuggerCafe

https://debuggercafe.com/implementing-resnet18-in-pytorch-from-scratch/

Building the ResNet18 BasicBlock from Scratch using PyTorch The most important part of any ResNet architecture is its basic block. It contains a stacking of a few convolutional, …


The inference results of DeepStream and PyTorch are quite …

https://forums.developer.nvidia.com/t/the-inference-results-of-deepstream-and-pytorch-are-quite-different/227794

about " pytorch is good, deepstream with picture is good", please check if pytorch with video is ok, please check if it is a deepstream issue or bug. about “deepstream with …


The implementation of ResNet is different from official ... - GitHub

https://github.com/pytorch/vision/issues/191

I try to summarise: implementation of ResNet in PyTorch does differ from the one in Kaiming He's original paper: it transfers the responsibility for downsampling from the first …


the diff of resnet18 between caffe and pytorch model is large #16

https://github.com/xxradon/PytorchToCaffe/issues/16

I transfer pytorch to caffe of resnet18. But the diff is too large. Input is random, the diff is around 0.17. How could I get to know where is the error? fc_blob1 pytorch_shape: …


GitHub - penguinnnnn/Caffe2Pytorch: A tool to convert Caffe …

https://github.com/penguinnnnn/Caffe2Pytorch

Introduction. This is a tool for changing Caffe model to Pytorch model. I borrow the main framework from xiaohang's CaffeNet. I modify the structure and add more supports to them. …


pytorch-caffe/caffenet.py at master · UltronAI/pytorch-caffe

https://github.com/UltronAI/pytorch-caffe/blob/master/caffe2pytorch/caffenet.py

Pytorch2Caffe & Caffe2Pytorch. Contribute to UltronAI/pytorch-caffe development by creating an account on GitHub.

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