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neuronmimic-data

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neuroscience

connectomics

reproducibility

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neuronmimic-data / physics_teacher /student_comparison.csv

cyd0806

Publish corrected P0 fixture baselines and historical metric invalidation

22b892d verified 6 days ago

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model,epochs,train_loss_initial,train_loss_final,wall_clock_s,parameter_count,gpu_peak_memory_mb,teacher_equivalent_queries,device,one_step_voltage_rmse,multi_step_voltage_rmse,latency_error_ms,finite_fraction,test_examples,status
MLP,120,0.07268982380628586,0.0017173333326354623,0.2635919004678726,15192,0.0,6,cpu,0.0003541830228641629,4.077832221984863,,1.0,3,FIXTURE_TEST_ONLY
Graph,120,0.023603567853569984,0.015969784930348396,0.6893706917762756,450,0.0,6,cpu,0.005755915306508541,25.432339350382488,,1.0,3,FIXTURE_TEST_ONLY
PhysicsResidual,120,3.264972474426031e-05,8.774510007469871e-09,1.0457165762782097,241,0.0,6,cpu,2.6973983040079474e-05,4.583317756652832,0.01666704813639323,1.0,3,FIXTURE_TEST_ONLY

	model,epochs,train_loss_initial,train_loss_final,wall_clock_s,parameter_count,gpu_peak_memory_mb,teacher_equivalent_queries,device,one_step_voltage_rmse,multi_step_voltage_rmse,latency_error_ms,finite_fraction,test_examples,status
	MLP,120,0.07268982380628586,0.0017173333326354623,0.2635919004678726,15192,0.0,6,cpu,0.0003541830228641629,4.077832221984863,,1.0,3,FIXTURE_TEST_ONLY
	Graph,120,0.023603567853569984,0.015969784930348396,0.6893706917762756,450,0.0,6,cpu,0.005755915306508541,25.432339350382488,,1.0,3,FIXTURE_TEST_ONLY
	PhysicsResidual,120,3.264972474426031e-05,8.774510007469871e-09,1.0457165762782097,241,0.0,6,cpu,2.6973983040079474e-05,4.583317756652832,0.01666704813639323,1.0,3,FIXTURE_TEST_ONLY