The server crashed shortly after I left, so no great results.
vmtouch is a nice tool to cache file content into memory.
Then I relaised, that resising images on the fly might be the main reason of the slow down. This idea came to me on Friday afternoon. The end of the day was intense, but resizing images once and staving the sizes I need improved the speed. Still, the GPU is not 100% busy. Now I'm looking for Monday, to see the results!
At that point TemsorFlow was complaining that the CPU supports instructions that the binary was not built with. Before building TF from source, I decided to update cuda and other Nvidia software. After a dance following outdated tutorials, I got it done. Speed improved, but still, while CPUs were at 100%, GPUs were barely loaded.
When I moved my code to a much more powerful machine with lots of memory, cpus and gpus, I got a GPU enabled TemsorFlow binary. That speed up the things, but still CPU was a bottleneck.
Initially I worked on my laptop with an extremely small values, for example, images were resized to 128 by 128, which feels too small. However, I managed to get reasonable performance numbers.
I picked up Keras, so the code for the network itself is simple. Complexity is around: dataset preparation, evaluation and model selection.
As an experiment to use Spotify less often, I'll give somafm.com a try as the default radio in my car.
A big plus is that I won't listen to the same music over and over again. The only worry I have is that I'll pay for the data about what I'm paying right now for Spotify.
It's also a good time to donate to somafm!
I keep reading Sociolinguistics and language education. Today I've learned that, regarding the intercultural interaction, my view is much closer to discursive-constructionust perspective than sociostructural/rationalist.
Among many aspect, I see cultural diversity as an interactional resource, and I don't see it being hazardous, source of miscommunication.
The chapter on language and culture is as great as others in the book.
"Дивизия" недавно выпустила альбом, очень вовремя повзрослев.
@rf, а вы что думаете?
Computer science, computational linguistics, running, swimming, photography.
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