ML Inference Debugging: Model serving, inputs, outputs, latency, and failures.
[
{
"error_code": "SYNTH-ML-INFERENCE-DEBUG-001",
"description": "Synthetic Model serving, inputs, outputs, latency, and failures scenario 001: a topic-specific operation failed validation or execution.",
"programmatic_fix": "Validate the Model serving, inputs, outputs, latency, and failures inputs and configuration, handle SYNTH-ML-INFERENCE-DEBUG-001 explicitly, and retry only when the operation is idempotent."
},
{
"error_code": "SYNTH-ML-INFERENCE-DEBUG-002",
"description": "Synthetic Model serving, inputs, outputs, latency, and failures scenario 002: a topic-specific operation failed validation or execution.",
"programmatic_fix": "Validate the Model serving, inputs, outputs, latency, and failures inputs and configuration, handle SYNTH-ML-INFERENCE-DEBUG-002 explicitly, and retry only when the operation is idempotent."
},
{
"error_code": "SYNTH-ML-INFERENCE-DEBUG-003",
"description": "Synthetic Model serving, inputs, outputs, latency, and failures scenario 003: a topic-specific operation failed validation or execution.",
"programmatic_fix": "Validate the Model serving, inputs, outputs, latency, and failures inputs and configuration, handle SYNTH-ML-INFERENCE-DEBUG-003 explicitly, and retry only when the operation is idempotent."
}
]