![]() Three core operations provided ( einops tutorial APIĮinops has a minimalistic yet powerful API. Kapil Sachdeva recorded a small intro to einops. part 4: improve pytorch code with einops.Tutorials are the most convenient way to see einops in action If you find yourself shuffling around bazillion dimensional tensors, this might change your life Slowly but surely, einops is seeping in to every nook and cranny of my code. Writing better code with PyTorch and einops □ In case you need convincing arguments for setting aside time to learn about einsum and einops. Einops paper is accepted for oral presentation at ICLR 2022 (yes, it worth reading).einops 0.5: einsum is now a part of einops.einops 0.6 introduces packing and unpacking.10'000□: github reports that more than 10k project use einops.0.7.0: no-hassle pile, support of array api standard and more.Supports numpy, pytorch, tensorflow, jax, and others. ![]() (And, bizarrely, DTTG grays out the database name on the front screen as if nothing from the database was on the device.Flexible and powerful tensor operations for readable and reliable code. Deleting DTTG and resynchronizing changes nothing. Why would DTTG take a great grandchild in the Mobile Sync group and move it up to a top level group?ĭeleting the database from DTTG and resynchronizing changes nothing. There is no logic to why DTTG is rearranging the groups, making children into parents and parents into children. ![]() This is what DEVONthink to Go does with those groups – the group structure shown at the top level for that database (DTTG sort set to “Kind”) DTPO 2.5.1 and DTTG app store version as of 20130311.ĭatabase structure within DEVONthink Pro Office – this is the hierarchy of the groups that are replicated to that database’s Mobile Sync group:
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