Identity crisis model

[oivie]

Description

Confirmed Supported Operations

• Conv (Conv2D) - Circuit compilation successful
• Flatten - Works with minimal model
• Gemm - Matrix operations supported
• MaxPool - Pooling operations work
• Relu - Standard activations supported
• Constant - Basic constants work

Confirmed Unsupported Operations

• Conv1D - "1D Conv is not currently supported"
• Tanh, Sigmoid - Advanced activations cause failures

Operations Found in Failed Models (individual testing needed)

• InstanceNormalization, Add, Mul, Div, Shape, Slice, Concat, Mod - Discovered in complex model failures but require individual testing to confirm specific issues

Critical ONNX Opset Compatibility Analysis

• Opsets 13-18: Full export support for complex models
• Opsets 9-12: Fail due to aten::unflatten operation
• Minimum opset requirement: 13 for Identity Crisis model

Conv1D vs Conv2D Analysis

• Fixed model (Conv2D): Circuit compilation successful
• Original model (Conv1D): "1D Conv is not currently supported"
• Operations working: ['Conv', 'Flatten', 'Gemm', 'MaxPool', 'Relu']

Related Issue

Type of Change

• Bug fix (non-breaking)
• New feature (non-breaking)
• Breaking change (fix/feature causing existing functionality to break)
• Refactor (non-functional changes)
• Documentation update

Checklist

• Code follows project patterns
• Tests added/updated (if applicable)
• Documentation updated (if applicable)
• Self-review of code
• All tests pass locally
• Linter passes locally

Deployment Notes

Additional Comments