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Ask HN: UI for deep learning training?

2 points by billconan 10y ago

Hello, I'm trying to make an UI for my deep learning library, something similar to TensorBoard. I'm wondering if you find TensorBoard like UI useful? Or it's just optional? How should this UI look like? Other than cost/loss, what else will be helpful to tweak training parameters? Is visualizing convolution feature maps useful? How about RNN models? what to visualize? Thanks,

p1esk 10y ago
When I try different parameter values, I typically plot accuracy/epochs for each value. Visualizing filters/maps can be useful. I also plot histograms of the weights/inputs/activations per layer. Now that I think about it, a slider which would allow me to change a specific weight/bias and immediately see the effect on the accuracy would be cool.