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"ordinary_forward_macs": 405510400000000, "perturbation_forward_macs": 0, "warmup_clean_forward_macs": 2595266560 }, "definition": "multiply-accumulates in conv/linear maps; one local weight correlation equals one forward-weight MAC count; BP reverse is estimated as one weight-gradient plus one activation-gradient convolution per forward convolution; mixed-traffic/predictor elementwise arithmetic is reported as a conservative operation estimate separately and is not folded into MACs", "elementwise_operations_estimate": 45220225875968, "forward_macs_per_example": 40551040, "logical_batch_loss_queries": 0, "mirror_probe_examples": 0, "mirror_readout_probe_examples": 0, "neutral_projection_observations": 10000000, "per_example_cross_entropy_terms": 0, "total_clean_forward_examples": 10000064, "total_forward_equivalent_examples": 10000064, "total_macs_estimate": 1613199402221568 } }