at the moment, the code is written for torch 1.4 binary cross entropy loss currently, torch 1.6 is out there and according to the pytorch docs, the torch.max function can receive two tensors and return element-wise max values. However, in 1.4 this feature is not yet supported and that is Read more…
arxiv link my comments very similar to unet, with some modifications to network architecture: during downsampling convolutions, paddings are applied so no minor dimension reductions occur. This allows downsampling results to be directly concatenated with same-level upsampling results. New concept called ‘side layers’ are introduced. Each level’s output tensor which Read more…
arxiv link key points paper does not mention how upsampling is done. deconv? interpolation? or it just maybe an alias for ‘interpolation’… during downsampling path, it does not do any padding. when concatenating downsampling result and upsampling result, the downsampling result has bigger width and height and thus the downsampling Read more…
Rotating caliper algorithm is used to find a rectangle that fits a convex hull. Below is a python implementation that finds all rotated rectangles for a given convex hull points. It is up to the user to select which rectangle to use since it returns all possible rotating caliper rectangles. Read more…
Situation I am querying with apollo client to fetch some userinfo. From the server side which uses apollo server, I can check that it is returning an array of two items which have different contents. However, when I console the fetched data from apollo client, the array is somehow incorrect. Read more…
My Scenario I have a remote server(4.4.4.4) where I am running a python django webserver on port 8008. However, the remove server is only allowing ssh port 32686, which means that I cannot directly access remote server at port 8008 to view the webserver. This is why I am local Read more…
The most popular command However, in some cases when lsb_release is not available, then use the following
use the following python snippet to check cuda version the torch package was built against use the following python snippet to check cudnn version used by torch
search available packages with keyword list available versions of a package. For example, if I want to list all available versions for package libcudnn7 Before running this, running apt update is recommended. After finding a specific version that I want to install, then install the packge with a specific version Read more…
Problem When I tried to run a python script using numpy, it gave the following error. Solution found a solution from here from the shell, execute the following