Step 3: Analyze the Differences & Continue Optimization

NetsPresso Probe focuses on comparing models before and after optimization and providing insights that help you plan the next optimization experiment.

Verifying Optimization Impact

Beyond simply spotting differences, use Netspresso Probe to technically verify that your optimization strategies were applied correctly.

• Layer Fusion Verification: Confirm if Graph Optimization successfully simplified the network. For example, check if Conv, BatchNorm, and ReLU sequences have been merged into a single operator block to reduce memory access overhead.
• Structural Integrity: Ensure that the optimization process has not broken the model's critical topology, such as skip connections or multi-head attention structures in LLMs.

Next Step: Continue Optimization

To fully leverage the value of NetsPresso Probe, we recommend optimizing your AI model in NetsPresso Optimization Studio first, and then visually comparing the pre- and post-optimized models in NetsPresso Probe.

Optimization Studio offers the following capabilities:

• Perform graph optimization
• Apply mixed precision quantization

This workflow allows you to seamlessly move through analysis → optimization → validation, maximizing the efficiency of your optimization experiments.