3 ms·
Maybe! I'd like to think of ONNX being the first standardization wave. That said, there are lots of technical limitations, such as: 1) It being a protobuf with
by tzhenghao 4y ago
Maybe! I'd like to think of ONNX being the first standardization wave. That said, there are lots of technical limitations, such as:
1) It being a protobuf with 2GB file size hard limit. Makes it really hard and painful for large ML models.
2) Graph rewriting on these protobuf messages are extremely painful - takes significant engineering effort to productionize a ML model
Lots of innovation here. Time for a proper DL compiler.