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name: optimizer-networks description: "Guide creation, selection, inspection, serialization, and troubleshooting of optimizer network modules and preprocessing modules." disable-model-invocation: true metadata: disco-role: operating license: Apache 2.0

optimizer-networks

Use this sub-skill when the task is to choose, inspect, serialize, or debug optimizer network modules and preprocessing modules.

Include

• networks.factory and networks.save
• StandardDeepLSTM, CoordinateWiseDeepLSTM, KernelDeepLSTM
• Sgd and Adam
• initializer forms, saved .l2l network state, and net_path loading
• preprocess.Clamp and preprocess.LogAndSign

Route elsewhere

• Variable-to-net assignment and meta-optimizer wiring: meta-optimizer-api
• Problem factories and data side effects: problem-factories
• train.py / evaluate.py workflows: training-evaluation

Use the references

• Network API
• Preprocessing
• Troubleshooting
• Config inspector