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0.020660117268562317, 0.0059754690155386925, 0.01662653498351574, 0.0041145277209579945, 0.021255075931549072, 0.007200336549431086, 0.0175380390137434, 0.005119331181049347, 0.015115395188331604, 0.00420715194195509 ], "unscaled_traffic_rms": [ 0.7432036995887756, 0.7568469047546387, 1.1735650300979614, 0.7610068321228027, 1.4857354164123535, 0.7452474236488342, 1.7631051540374756, 0.7697314620018005, 1.4839494228363037, 0.7524188756942749, 1.7178770303726196, 0.7375078797340393, 1.9488848447799683, 0.7507538795471191, 1.6215137243270874, 0.7560410499572754, 1.8809518814086914, 0.7396566271781921, 2.1061205863952637 ], "uses_validation_endpoint": false }, "work": { "apical_macs_per_example": 40108672, "causal_scalar_observations": 0, "components": { "apical_projection_macs": 401089286955008, "apical_regression_macs": 0, "bp_reverse_macs_estimate": 0, "kp_reciprocal_correlation_macs": 401086720000000, "local_weight_correlation_macs": 405510400000000, "mirror_feedback_prediction_macs": 0, "mirror_local_correlation_macs": 0, "mirror_response_macs": 0, "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 } }