We need some sort of neuroglancer integration to visualize inputs, intermediate values, and outputs. How do we want to do this.
1) provide links to a neuroglancer server with data sources embedded.
We can only visualize data that is stored in a neuroglancer supported format and accessible via http. If we want to visualize the augments generated by the trainer, we would need to write that out to the file system and won't know when it is no longer needed.
Have experienced crashing and excessively slow loading if chunk size is too large or scale pyramid not provided.
probably slower since decompression has to be handled client side (i assume). May be able to handle more users since server doesn't need to decompress data.
2) Run our own neuroglancer server that integrates with the dashboard. Show in memory volumes.
Probably much more work
Would save on memory since we could compute visualizations on the fly. Could allow interaction past show/hide e.g. hit "r" key to see new random augmentation.
We need some sort of neuroglancer integration to visualize inputs, intermediate values, and outputs. How do we want to do this. 1) provide links to a neuroglancer server with data sources embedded.