large models loading with mlcontext.model.load ends up OutOfMemoryException #6948
Description
System Information (please complete the following information):
- OS & Version: Windows 11 Pro 23H2 64GB RAM
- ML.NET Version: Microsoft.ML Ver3.0.0, Microosft.ML.AutoML Ver0.21.0
- .NET Version: .NET 8
Describe the bug
When loading models which size are over 100MB, mlcontext.model.load throws Exception.
Viewing stack tace, 'System.Reflection.TargetInvocationException' (Microsoft.ML.Core.dll)
System.Reflection.TargetInvocationException: Exception has been thrown by the target of an invocation.
---> System.Reflection.TargetInvocationException: Exception has been thrown by the target of an invocation.
---> System.Reflection.TargetInvocationException: Exception has been thrown by the target of an invocation.
---> System.OutOfMemoryException: Exception of type 'System.OutOfMemoryException' was thrown.
Additional context
When loading models which size are less than 100MB, no problem.