This repository was archived by the owner on Nov 17, 2023. It is now read-only.
This repository was archived by the owner on Nov 17, 2023. It is now read-only.
Improve error messages on shape inference (Operator) #12565
Description
Description
I'm trying to migrate to mxnet symbol a fairly complex flow, and I spent way too much time debugging "shape inference failed" errors when binding the module.
What shape ? What symbol ? Which shape is ok, and which is missing ? Argh !
Environment info (Required)
Using mxnet 1.3.0 on scala
Error Message:
java.lang.IllegalArgumentException: requirement failed: shape inference failed
at scala.Predef$.require(Predef.scala:224)
at org.apache.mxnet.module.DataParallelExecutorGroup.org$apache$mxnet$module$DataParallelExecutorGroup$$bindIthExec(DataParallelExecutorGroup.scala:635)
at org.apache.mxnet.module.DataParallelExecutorGroup$$anonfun$bindExec$2.apply(DataParallelExecutorGroup.scala:378)
at org.apache.mxnet.module.DataParallelExecutorGroup$$anonfun$bindExec$2.apply(DataParallelExecutorGroup.scala:377)
at scala.collection.TraversableLike$$anonfun$map$1.apply(TraversableLike.scala:234)
at scala.collection.TraversableLike$$anonfun$map$1.apply(TraversableLike.scala:234)
at scala.collection.immutable.Range.foreach(Range.scala:160)
at scala.collection.TraversableLike$class.map(TraversableLike.scala:234)
at scala.collection.AbstractTraversable.map(Traversable.scala:104)
at org.apache.mxnet.module.DataParallelExecutorGroup.bindExec(DataParallelExecutorGroup.scala:377)
at org.apache.mxnet.module.DataParallelExecutorGroup.<init>(DataParallelExecutorGroup.scala:322)
at org.apache.mxnet.module.DataParallelExecutorGroup$Builder.build(DataParallelExecutorGroup.scala:223)
at org.apache.mxnet.module.Module.bind(Module.scala:286)