EffectiveDimension.run_monte_carlo¶
- EffectiveDimension.run_monte_carlo()[source]¶
This method computes the model's Monte Carlo sampling for a set of input samples and weight samples.
- Returns:
- QNN gradient vector, result of backward passes, of shape
(num_input_samples * num_weight_samples, output_size, num_weights).- outputs: QNN output vector, result of forward passes, of shape
(num_input_samples * num_weight_samples, output_size).
- Return type:
grads