summaryrefslogtreecommitdiff
diff options
context:
space:
mode:
authorYurenHao0426 <Blackhao0426@gmail.com>2026-07-27 18:43:57 -0500
committerYurenHao0426 <Blackhao0426@gmail.com>2026-07-27 18:43:57 -0500
commitd11c73cf9bb5615c753562a156727831a8fd20ea (patch)
tree40df8c182f5a021cf745532e15f2f56ba9bb37bb
parente65dd2e2460b1da48c83a930304cf9b269fc4447 (diff)
Synchronize research data with Git LFSagent/data-sync
-rw-r--r--.gitattributes2
-rw-r--r--.gitignore6
-rw-r--r--README.md23
-rw-r--r--data/MNIST/raw/t10k-images-idx3-ubyte3
-rw-r--r--data/MNIST/raw/t10k-images-idx3-ubyte.gz3
-rw-r--r--data/MNIST/raw/t10k-labels-idx1-ubyte3
-rw-r--r--data/MNIST/raw/t10k-labels-idx1-ubyte.gz3
-rw-r--r--data/MNIST/raw/train-images-idx3-ubyte3
-rw-r--r--data/MNIST/raw/train-images-idx3-ubyte.gz3
-rw-r--r--data/MNIST/raw/train-labels-idx1-ubyte3
-rw-r--r--data/MNIST/raw/train-labels-idx1-ubyte.gz3
-rw-r--r--outputs/aaai_depth_experiments/finite_gap_by_depth_width.png3
-rw-r--r--outputs/aaai_depth_experiments/finite_time_metrics.csv3
-rw-r--r--outputs/aaai_depth_experiments/finite_time_rows.csv3
-rw-r--r--outputs/aaai_depth_experiments/initial_deficit_calibration.png3
-rw-r--r--outputs/aaai_depth_experiments/initialization_rows.csv3
-rw-r--r--outputs/aaai_depth_experiments/mismatch_vs_cost_by_depth.csv3
-rw-r--r--outputs/aaai_depth_experiments/mismatch_vs_cost_by_depth.png3
-rw-r--r--outputs/aaai_depth_experiments/predictor_mae_by_depth.png3
-rw-r--r--outputs/aaai_depth_experiments/summary.json3
-rw-r--r--outputs/aaai_main_figures/figure1_mismatch_vs_initial_cost.pdf3
-rw-r--r--outputs/aaai_main_figures/figure1_mismatch_vs_initial_cost.png3
-rw-r--r--outputs/aaai_main_figures/figure2_training_dynamics.pdf3
-rw-r--r--outputs/aaai_main_figures/figure2_training_dynamics.png3
-rw-r--r--outputs/actual_fa_initial_erosion_distribution/e0_distribution_moment_calibration.png3
-rw-r--r--outputs/actual_fa_initial_erosion_distribution/e0_distribution_rows.csv3
-rw-r--r--outputs/actual_fa_initial_erosion_distribution/e0_distribution_theory_vs_empirical.png3
-rw-r--r--outputs/actual_fa_initial_erosion_distribution_pre_fix_backup/e0_distribution_moment_calibration.png3
-rw-r--r--outputs/actual_fa_initial_erosion_distribution_pre_fix_backup/e0_distribution_rows.csv3
-rw-r--r--outputs/actual_fa_initial_erosion_distribution_pre_fix_backup/e0_distribution_theory_vs_empirical.png3
-rw-r--r--outputs/actual_fa_initial_operator_moments/initial_erosion_histograms.png3
-rw-r--r--outputs/actual_fa_initial_operator_moments/initial_erosion_mean_error_by_width.png3
-rw-r--r--outputs/actual_fa_initial_operator_moments/initial_operator_moment_rows.csv3
-rw-r--r--outputs/actual_fa_initial_operator_moments/predicted_vs_empirical_initial_erosion_mean.png3
-rw-r--r--outputs/capacity_empirical_validation/capacity_tails.csv3
-rw-r--r--outputs/capacity_empirical_validation/chance_capacity_empirical_vs_theory.png3
-rw-r--r--outputs/capacity_empirical_validation/distribution_summary.csv3
-rw-r--r--outputs/capacity_empirical_validation/ks_by_dimension.png3
-rw-r--r--outputs/capacity_empirical_validation/multilayer_capacity.csv3
-rw-r--r--outputs/capacity_empirical_validation/multilayer_capacity_empirical_vs_theory.png3
-rw-r--r--outputs/capacity_empirical_validation/summary.json3
-rw-r--r--outputs/capacity_scaling/chance_scaling.png3
-rw-r--r--outputs/capacity_scaling/fixed_scaling.png3
-rw-r--r--outputs/capacity_scaling/scaling.csv3
-rw-r--r--outputs/capacity_scaling/scaling.json3
-rw-r--r--outputs/closed_form_soft_ramp/closed_form_per_seed.csv3
-rw-r--r--outputs/closed_form_soft_ramp/closed_form_vs_measured.csv3
-rw-r--r--outputs/closed_form_soft_ramp/closed_form_vs_measured_ramp.png3
-rw-r--r--outputs/closed_form_soft_ramp_pre_fix_backup/closed_form_vs_measured.csv3
-rw-r--r--outputs/closed_form_soft_ramp_pre_fix_backup/closed_form_vs_measured_ramp.png3
-rw-r--r--outputs/cnn_initialization_validation/cnn_initialization_calibration.png3
-rw-r--r--outputs/cnn_initialization_validation/cnn_initialization_rows.csv3
-rw-r--r--outputs/cnn_initialization_validation/summary.json3
-rw-r--r--outputs/compressed_operator_T50_width64_N128/compressed_operator_rows.csv3
-rw-r--r--outputs/compressed_operator_T50_width64_N128/summary.json3
-rw-r--r--outputs/compressed_operator_T50_width64_N160/compressed_operator_rows.csv3
-rw-r--r--outputs/compressed_operator_T50_width64_N160/summary.json3
-rw-r--r--outputs/compressed_operator_T50_width64_N192/compressed_operator_rows.csv3
-rw-r--r--outputs/compressed_operator_T50_width64_N192/summary.json3
-rw-r--r--outputs/compressed_operator_T50_width64_N224/compressed_operator_rows.csv3
-rw-r--r--outputs/compressed_operator_T50_width64_N224/summary.json3
-rw-r--r--outputs/compressed_operator_T50_width64_N256/compressed_operator_rows.csv3
-rw-r--r--outputs/compressed_operator_T50_width64_N256/summary.json3
-rw-r--r--outputs/compressed_operator_T50_width64_N320/compressed_operator_rows.csv3
-rw-r--r--outputs/compressed_operator_T50_width64_N320/summary.json3
-rw-r--r--outputs/compressed_operator_T50_width64_N64/compressed_operator_rows.csv3
-rw-r--r--outputs/compressed_operator_T50_width64_N64/summary.json3
-rw-r--r--outputs/compressed_operator_T50_width64_N96/compressed_operator_rows.csv3
-rw-r--r--outputs/compressed_operator_T50_width64_N96/summary.json3
-rw-r--r--outputs/compressed_operator_retangent_T50_width64_N128/compressed_operator_rows.csv3
-rw-r--r--outputs/compressed_operator_retangent_T50_width64_N128/summary.json3
-rw-r--r--outputs/compressed_operator_retangent_T50_width64_N160/compressed_operator_rows.csv3
-rw-r--r--outputs/compressed_operator_retangent_T50_width64_N160/summary.json3
-rw-r--r--outputs/compressed_operator_retangent_T50_width64_N192/compressed_operator_rows.csv3
-rw-r--r--outputs/compressed_operator_retangent_T50_width64_N192/summary.json3
-rw-r--r--outputs/compressed_operator_retangent_T50_width64_N224/compressed_operator_rows.csv3
-rw-r--r--outputs/compressed_operator_retangent_T50_width64_N224/summary.json3
-rw-r--r--outputs/compressed_operator_retangent_T50_width64_N256/compressed_operator_rows.csv3
-rw-r--r--outputs/compressed_operator_retangent_T50_width64_N256/summary.json3
-rw-r--r--outputs/compressed_operator_retangent_T50_width64_N320/compressed_operator_rows.csv3
-rw-r--r--outputs/compressed_operator_retangent_T50_width64_N320/summary.json3
-rw-r--r--outputs/compressed_operator_retangent_T50_width64_N64/compressed_operator_rows.csv3
-rw-r--r--outputs/compressed_operator_retangent_T50_width64_N64/summary.json3
-rw-r--r--outputs/compressed_operator_retangent_T50_width64_N96/compressed_operator_rows.csv3
-rw-r--r--outputs/compressed_operator_retangent_T50_width64_N96/summary.json3
-rw-r--r--outputs/compressed_operator_retangent_smoke/compressed_operator_rows.csv3
-rw-r--r--outputs/compressed_operator_retangent_smoke/summary.json3
-rw-r--r--outputs/compressed_operator_retangent_smoke_s20/compressed_operator_rows.csv3
-rw-r--r--outputs/compressed_operator_retangent_smoke_s20/summary.json3
-rw-r--r--outputs/compressed_operator_s20_256traj_T50_width64_N128/compressed_operator_rows.csv3
-rw-r--r--outputs/compressed_operator_s20_256traj_T50_width64_N128/summary.json3
-rw-r--r--outputs/compressed_operator_s20_256traj_T50_width64_N160/compressed_operator_rows.csv3
-rw-r--r--outputs/compressed_operator_s20_256traj_T50_width64_N160/summary.json3
-rw-r--r--outputs/compressed_operator_s20_256traj_T50_width64_N192/compressed_operator_rows.csv3
-rw-r--r--outputs/compressed_operator_s20_256traj_T50_width64_N192/summary.json3
-rw-r--r--outputs/compressed_operator_s20_256traj_T50_width64_N224/compressed_operator_rows.csv3
-rw-r--r--outputs/compressed_operator_s20_256traj_T50_width64_N224/summary.json3
-rw-r--r--outputs/compressed_operator_s20_256traj_T50_width64_N256/compressed_operator_rows.csv3
-rw-r--r--outputs/compressed_operator_s20_256traj_T50_width64_N256/summary.json3
-rw-r--r--outputs/compressed_operator_s20_256traj_T50_width64_N320/compressed_operator_rows.csv3
-rw-r--r--outputs/compressed_operator_s20_256traj_T50_width64_N320/summary.json3
-rw-r--r--outputs/compressed_operator_s20_256traj_T50_width64_N64/compressed_operator_rows.csv3
-rw-r--r--outputs/compressed_operator_s20_256traj_T50_width64_N64/summary.json3
-rw-r--r--outputs/compressed_operator_s20_256traj_T50_width64_N96/compressed_operator_rows.csv3
-rw-r--r--outputs/compressed_operator_s20_256traj_T50_width64_N96/summary.json3
-rw-r--r--outputs/compressed_operator_s20_256traj_T50_width64_plots/T50_s20_empirical_trajectories_only.png3
-rw-r--r--outputs/compressed_operator_s20_256traj_T50_width64_plots/T50_s20_prediction_error_by_margin.png3
-rw-r--r--outputs/compressed_operator_s20_256traj_T50_width64_plots/T50_s20_prediction_scatter.png3
-rw-r--r--outputs/compressed_operator_s20_256traj_T50_width64_plots/T50_s20_velocity_theory_band_empirical_trajectories.png3
-rw-r--r--outputs/compressed_operator_s20_256traj_T50_width64_plots/combined_rows.csv3
-rw-r--r--outputs/compressed_operator_s20_256traj_T50_width64_plots/predictor_metrics.csv3
-rw-r--r--outputs/compressed_operator_smoke/compressed_operator_rows.csv3
-rw-r--r--outputs/compressed_operator_smoke/summary.json3
-rw-r--r--outputs/compressed_operator_velocity_smoke/compressed_operator_rows.csv3
-rw-r--r--outputs/compressed_operator_velocity_smoke/summary.json3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N128/bp_fa_test_mse_vs_width.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N128/bp_fa_train_mse_vs_width.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N128/capacity_terms_vs_width.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N128/gap_vs_redundancy_score.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N128/gap_vs_width.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N128/runs.csv3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N128/runs.partial.csv3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N128/summary.json3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N128/train_gap_trajectory_distribution_vs_fa_margin.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N128/train_gap_vs_fa_capacity_margin.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N128/train_gap_vs_width.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N128/train_mse_trajectory_distribution.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N128/width_summary.csv3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N128/width_summary.partial.csv3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N160/bp_fa_test_mse_vs_width.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N160/bp_fa_train_mse_vs_width.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N160/capacity_terms_vs_width.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N160/gap_vs_redundancy_score.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N160/gap_vs_width.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N160/runs.csv3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N160/runs.partial.csv3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N160/summary.json3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N160/train_gap_trajectory_distribution_vs_fa_margin.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N160/train_gap_vs_fa_capacity_margin.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N160/train_gap_vs_width.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N160/train_mse_trajectory_distribution.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N160/width_summary.csv3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N160/width_summary.partial.csv3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N192/bp_fa_test_mse_vs_width.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N192/bp_fa_train_mse_vs_width.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N192/capacity_terms_vs_width.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N192/gap_vs_redundancy_score.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N192/gap_vs_width.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N192/runs.csv3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N192/runs.partial.csv3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N192/summary.json3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N192/train_gap_trajectory_distribution_vs_fa_margin.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N192/train_gap_vs_fa_capacity_margin.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N192/train_gap_vs_width.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N192/train_mse_trajectory_distribution.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N192/width_summary.csv3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N192/width_summary.partial.csv3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N224/bp_fa_test_mse_vs_width.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N224/bp_fa_train_mse_vs_width.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N224/capacity_terms_vs_width.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N224/gap_vs_redundancy_score.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N224/gap_vs_width.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N224/runs.csv3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N224/runs.partial.csv3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N224/summary.json3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N224/train_gap_trajectory_distribution_vs_fa_margin.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N224/train_gap_vs_fa_capacity_margin.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N224/train_gap_vs_width.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N224/train_mse_trajectory_distribution.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N224/width_summary.csv3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N224/width_summary.partial.csv3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N256/bp_fa_test_mse_vs_width.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N256/bp_fa_train_mse_vs_width.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N256/capacity_terms_vs_width.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N256/gap_vs_redundancy_score.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N256/gap_vs_width.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N256/runs.csv3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N256/runs.partial.csv3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N256/summary.json3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N256/train_gap_trajectory_distribution_vs_fa_margin.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N256/train_gap_vs_fa_capacity_margin.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N256/train_gap_vs_width.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N256/train_mse_trajectory_distribution.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N256/width_summary.csv3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N256/width_summary.partial.csv3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N320/bp_fa_test_mse_vs_width.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N320/bp_fa_train_mse_vs_width.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N320/capacity_terms_vs_width.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N320/gap_vs_redundancy_score.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N320/gap_vs_width.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N320/runs.csv3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N320/runs.partial.csv3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N320/summary.json3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N320/train_gap_trajectory_distribution_vs_fa_margin.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N320/train_gap_vs_fa_capacity_margin.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N320/train_gap_vs_width.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N320/train_mse_trajectory_distribution.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N320/width_summary.csv3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N320/width_summary.partial.csv3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N64/bp_fa_test_mse_vs_width.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N64/bp_fa_train_mse_vs_width.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N64/capacity_terms_vs_width.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N64/gap_vs_redundancy_score.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N64/gap_vs_width.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N64/runs.csv3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N64/runs.partial.csv3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N64/summary.json3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N64/train_gap_trajectory_distribution_vs_fa_margin.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N64/train_gap_vs_fa_capacity_margin.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N64/train_gap_vs_width.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N64/train_mse_trajectory_distribution.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N64/width_summary.csv3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N64/width_summary.partial.csv3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N96/bp_fa_test_mse_vs_width.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N96/bp_fa_train_mse_vs_width.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N96/capacity_terms_vs_width.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N96/gap_vs_redundancy_score.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N96/gap_vs_width.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N96/runs.csv3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N96/runs.partial.csv3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N96/summary.json3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N96/train_gap_trajectory_distribution_vs_fa_margin.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N96/train_gap_vs_fa_capacity_margin.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N96/train_gap_vs_width.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N96/train_mse_trajectory_distribution.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N96/width_summary.csv3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_T5_N96/width_summary.partial.csv3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_short_N128/bp_fa_test_mse_vs_width.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_short_N128/bp_fa_train_mse_vs_width.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_short_N128/capacity_terms_vs_width.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_short_N128/gap_vs_redundancy_score.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_short_N128/gap_vs_width.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_short_N128/runs.csv3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_short_N128/runs.partial.csv3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_short_N128/summary.json3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_short_N128/train_gap_trajectory_distribution_vs_fa_margin.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_short_N128/train_gap_vs_fa_capacity_margin.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_short_N128/train_gap_vs_width.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_short_N128/train_mse_trajectory_distribution.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_short_N128/width_summary.csv3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_short_N128/width_summary.partial.csv3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_short_N192/bp_fa_test_mse_vs_width.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_short_N192/bp_fa_train_mse_vs_width.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_short_N192/capacity_terms_vs_width.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_short_N192/gap_vs_redundancy_score.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_short_N192/gap_vs_width.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_short_N192/runs.csv3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_short_N192/runs.partial.csv3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_short_N192/summary.json3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_short_N192/train_gap_trajectory_distribution_vs_fa_margin.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_short_N192/train_gap_vs_fa_capacity_margin.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_short_N192/train_gap_vs_width.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_short_N192/train_mse_trajectory_distribution.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_short_N192/width_summary.csv3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_short_N192/width_summary.partial.csv3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_short_N256/bp_fa_test_mse_vs_width.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_short_N256/bp_fa_train_mse_vs_width.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_short_N256/capacity_terms_vs_width.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_short_N256/gap_vs_redundancy_score.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_short_N256/gap_vs_width.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_short_N256/runs.csv3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_short_N256/runs.partial.csv3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_short_N256/summary.json3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_short_N256/train_gap_trajectory_distribution_vs_fa_margin.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_short_N256/train_gap_vs_fa_capacity_margin.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_short_N256/train_gap_vs_width.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_short_N256/train_mse_trajectory_distribution.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_short_N256/width_summary.csv3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_short_N256/width_summary.partial.csv3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_short_N320/bp_fa_test_mse_vs_width.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_short_N320/bp_fa_train_mse_vs_width.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_short_N320/capacity_terms_vs_width.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_short_N320/gap_vs_redundancy_score.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_short_N320/gap_vs_width.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_short_N320/runs.csv3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_short_N320/runs.partial.csv3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_short_N320/summary.json3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_short_N320/train_gap_trajectory_distribution_vs_fa_margin.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_short_N320/train_gap_vs_fa_capacity_margin.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_short_N320/train_gap_vs_width.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_short_N320/train_mse_trajectory_distribution.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_short_N320/width_summary.csv3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_short_N320/width_summary.partial.csv3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_short_N64/bp_fa_test_mse_vs_width.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_short_N64/bp_fa_train_mse_vs_width.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_short_N64/capacity_terms_vs_width.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_short_N64/gap_vs_redundancy_score.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_short_N64/gap_vs_width.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_short_N64/runs.csv3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_short_N64/runs.partial.csv3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_short_N64/summary.json3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_short_N64/train_gap_trajectory_distribution_vs_fa_margin.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_short_N64/train_gap_vs_fa_capacity_margin.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_short_N64/train_gap_vs_width.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_short_N64/train_mse_trajectory_distribution.png3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_short_N64/width_summary.csv3
-rw-r--r--outputs/downstream_capacity_fixed_width64_sgd_short_N64/width_summary.partial.csv3
-rw-r--r--outputs/downstream_capacity_random_extra_100/bp_fa_test_mse_vs_width.png3
-rw-r--r--outputs/downstream_capacity_random_extra_100/bp_fa_train_mse_vs_width.png3
-rw-r--r--outputs/downstream_capacity_random_extra_100/capacity_terms_vs_width.png3
-rw-r--r--outputs/downstream_capacity_random_extra_100/gap_vs_redundancy_score.png3
-rw-r--r--outputs/downstream_capacity_random_extra_100/gap_vs_width.png3
-rw-r--r--outputs/downstream_capacity_random_extra_100/runs.csv3
-rw-r--r--outputs/downstream_capacity_random_extra_100/runs.partial.csv3
-rw-r--r--outputs/downstream_capacity_random_extra_100/summary.json3
-rw-r--r--outputs/downstream_capacity_random_extra_100/train_gap_trajectory_distribution_vs_fa_margin.png3
-rw-r--r--outputs/downstream_capacity_random_extra_100/train_gap_vs_fa_capacity_margin.png3
-rw-r--r--outputs/downstream_capacity_random_extra_100/train_gap_vs_width.png3
-rw-r--r--outputs/downstream_capacity_random_extra_100/train_mse_trajectory_distribution.png3
-rw-r--r--outputs/downstream_capacity_random_extra_100/width_summary.csv3
-rw-r--r--outputs/downstream_capacity_random_extra_100/width_summary.partial.csv3
-rw-r--r--outputs/downstream_capacity_random_extra_108/runs.csv3
-rw-r--r--outputs/downstream_capacity_random_extra_108/runs.partial.csv3
-rw-r--r--outputs/downstream_capacity_random_extra_108/summary.json3
-rw-r--r--outputs/downstream_capacity_random_extra_108/width_summary.csv3
-rw-r--r--outputs/downstream_capacity_random_extra_108/width_summary.partial.csv3
-rw-r--r--outputs/downstream_capacity_random_highwidth_check/bp_fa_test_mse_vs_width.png3
-rw-r--r--outputs/downstream_capacity_random_highwidth_check/bp_fa_train_mse_vs_width.png3
-rw-r--r--outputs/downstream_capacity_random_highwidth_check/capacity_terms_vs_width.png3
-rw-r--r--outputs/downstream_capacity_random_highwidth_check/gap_vs_redundancy_score.png3
-rw-r--r--outputs/downstream_capacity_random_highwidth_check/gap_vs_width.png3
-rw-r--r--outputs/downstream_capacity_random_highwidth_check/runs.csv3
-rw-r--r--outputs/downstream_capacity_random_highwidth_check/summary.json3
-rw-r--r--outputs/downstream_capacity_random_highwidth_check/train_gap_vs_fa_capacity_margin.png3
-rw-r--r--outputs/downstream_capacity_random_highwidth_check/train_gap_vs_width.png3
-rw-r--r--outputs/downstream_capacity_random_highwidth_check/width_summary.csv3
-rw-r--r--outputs/downstream_capacity_random_main_fast/bp_fa_test_mse_vs_width.png3
-rw-r--r--outputs/downstream_capacity_random_main_fast/bp_fa_train_mse_vs_width.png3
-rw-r--r--outputs/downstream_capacity_random_main_fast/capacity_terms_vs_width.png3
-rw-r--r--outputs/downstream_capacity_random_main_fast/capacity_transition_bp_calibrated_p2_256.png3
-rw-r--r--outputs/downstream_capacity_random_main_fast/capacity_transition_empirical_only_p2_148.png3
-rw-r--r--outputs/downstream_capacity_random_main_fast/capacity_transition_empirical_only_p2_256.png3
-rw-r--r--outputs/downstream_capacity_random_main_fast/capacity_transition_empirical_only_p2_48.png3
-rw-r--r--outputs/downstream_capacity_random_main_fast/capacity_transition_theory_vs_trajectories.png3
-rw-r--r--outputs/downstream_capacity_random_main_fast/capacity_transition_theory_vs_trajectories_smooth.png3
-rw-r--r--outputs/downstream_capacity_random_main_fast/gap_vs_redundancy_score.png3
-rw-r--r--outputs/downstream_capacity_random_main_fast/gap_vs_width.png3
-rw-r--r--outputs/downstream_capacity_random_main_fast/runs.csv3
-rw-r--r--outputs/downstream_capacity_random_main_fast/runs.partial.csv3
-rw-r--r--outputs/downstream_capacity_random_main_fast/summary.json3
-rw-r--r--outputs/downstream_capacity_random_main_fast/train_gap_trajectory_distribution_vs_fa_margin.png3
-rw-r--r--outputs/downstream_capacity_random_main_fast/train_gap_vs_fa_capacity_margin.png3
-rw-r--r--outputs/downstream_capacity_random_main_fast/train_gap_vs_width.png3
-rw-r--r--outputs/downstream_capacity_random_main_fast/train_mse_trajectory_distribution.png3
-rw-r--r--outputs/downstream_capacity_random_main_fast/width_summary.csv3
-rw-r--r--outputs/downstream_capacity_random_main_fast/width_summary.partial.csv3
-rw-r--r--outputs/downstream_capacity_random_sgd_probe/bp_fa_test_mse_vs_width.png3
-rw-r--r--outputs/downstream_capacity_random_sgd_probe/bp_fa_train_mse_vs_width.png3
-rw-r--r--outputs/downstream_capacity_random_sgd_probe/capacity_terms_vs_width.png3
-rw-r--r--outputs/downstream_capacity_random_sgd_probe/gap_vs_redundancy_score.png3
-rw-r--r--outputs/downstream_capacity_random_sgd_probe/gap_vs_width.png3
-rw-r--r--outputs/downstream_capacity_random_sgd_probe/runs.csv3
-rw-r--r--outputs/downstream_capacity_random_sgd_probe/runs.partial.csv3
-rw-r--r--outputs/downstream_capacity_random_sgd_probe/summary.json3
-rw-r--r--outputs/downstream_capacity_random_sgd_probe/train_gap_trajectory_distribution_vs_fa_margin.png3
-rw-r--r--outputs/downstream_capacity_random_sgd_probe/train_gap_vs_fa_capacity_margin.png3
-rw-r--r--outputs/downstream_capacity_random_sgd_probe/train_gap_vs_width.png3
-rw-r--r--outputs/downstream_capacity_random_sgd_probe/train_mse_trajectory_distribution.png3
-rw-r--r--outputs/downstream_capacity_random_sgd_probe/width_summary.csv3
-rw-r--r--outputs/downstream_capacity_random_sgd_probe/width_summary.partial.csv3
-rw-r--r--outputs/downstream_capacity_random_sgd_short_256/bp_fa_test_mse_vs_width.png3
-rw-r--r--outputs/downstream_capacity_random_sgd_short_256/bp_fa_train_mse_vs_width.png3
-rw-r--r--outputs/downstream_capacity_random_sgd_short_256/capacity_terms_vs_width.png3
-rw-r--r--outputs/downstream_capacity_random_sgd_short_256/gap_vs_redundancy_score.png3
-rw-r--r--outputs/downstream_capacity_random_sgd_short_256/gap_vs_width.png3
-rw-r--r--outputs/downstream_capacity_random_sgd_short_256/runs.csv3
-rw-r--r--outputs/downstream_capacity_random_sgd_short_256/runs.partial.csv3
-rw-r--r--outputs/downstream_capacity_random_sgd_short_256/summary.json3
-rw-r--r--outputs/downstream_capacity_random_sgd_short_256/train_gap_trajectory_distribution_vs_fa_margin.png3
-rw-r--r--outputs/downstream_capacity_random_sgd_short_256/train_gap_vs_fa_capacity_margin.png3
-rw-r--r--outputs/downstream_capacity_random_sgd_short_256/train_gap_vs_width.png3
-rw-r--r--outputs/downstream_capacity_random_sgd_short_256/train_mse_trajectory_distribution.png3
-rw-r--r--outputs/downstream_capacity_random_sgd_short_256/width_summary.csv3
-rw-r--r--outputs/downstream_capacity_random_sgd_short_256/width_summary.partial.csv3
-rw-r--r--outputs/downstream_capacity_random_sgd_short_probe/bp_fa_test_mse_vs_width.png3
-rw-r--r--outputs/downstream_capacity_random_sgd_short_probe/bp_fa_train_mse_vs_width.png3
-rw-r--r--outputs/downstream_capacity_random_sgd_short_probe/capacity_terms_vs_width.png3
-rw-r--r--outputs/downstream_capacity_random_sgd_short_probe/gap_vs_redundancy_score.png3
-rw-r--r--outputs/downstream_capacity_random_sgd_short_probe/gap_vs_width.png3
-rw-r--r--outputs/downstream_capacity_random_sgd_short_probe/runs.csv3
-rw-r--r--outputs/downstream_capacity_random_sgd_short_probe/runs.partial.csv3
-rw-r--r--outputs/downstream_capacity_random_sgd_short_probe/summary.json3
-rw-r--r--outputs/downstream_capacity_random_sgd_short_probe/train_gap_trajectory_distribution_vs_fa_margin.png3
-rw-r--r--outputs/downstream_capacity_random_sgd_short_probe/train_gap_vs_fa_capacity_margin.png3
-rw-r--r--outputs/downstream_capacity_random_sgd_short_probe/train_gap_vs_width.png3
-rw-r--r--outputs/downstream_capacity_random_sgd_short_probe/train_mse_trajectory_distribution.png3
-rw-r--r--outputs/downstream_capacity_random_sgd_short_probe/width_summary.csv3
-rw-r--r--outputs/downstream_capacity_random_sgd_short_probe/width_summary.partial.csv3
-rw-r--r--outputs/downstream_capacity_random_smoke/bp_fa_test_mse_vs_width.png3
-rw-r--r--outputs/downstream_capacity_random_smoke/bp_fa_train_mse_vs_width.png3
-rw-r--r--outputs/downstream_capacity_random_smoke/capacity_terms_vs_width.png3
-rw-r--r--outputs/downstream_capacity_random_smoke/gap_vs_redundancy_score.png3
-rw-r--r--outputs/downstream_capacity_random_smoke/gap_vs_width.png3
-rw-r--r--outputs/downstream_capacity_random_smoke/runs.csv3
-rw-r--r--outputs/downstream_capacity_random_smoke/summary.json3
-rw-r--r--outputs/downstream_capacity_random_smoke/train_gap_vs_fa_capacity_margin.png3
-rw-r--r--outputs/downstream_capacity_random_smoke/train_gap_vs_width.png3
-rw-r--r--outputs/downstream_capacity_random_smoke/width_summary.csv3
-rw-r--r--outputs/downstream_capacity_sweep/bp_fa_test_mse_vs_width.png3
-rw-r--r--outputs/downstream_capacity_sweep/capacity_terms_vs_width.png3
-rw-r--r--outputs/downstream_capacity_sweep/gap_vs_redundancy_score.png3
-rw-r--r--outputs/downstream_capacity_sweep/gap_vs_width.png3
-rw-r--r--outputs/downstream_capacity_sweep/runs.csv3
-rw-r--r--outputs/downstream_capacity_sweep/summary.json3
-rw-r--r--outputs/downstream_capacity_sweep/width_summary.csv3
-rw-r--r--outputs/downstream_capacity_sweep_mlp_teacher_medium/bp_fa_test_mse_vs_width.png3
-rw-r--r--outputs/downstream_capacity_sweep_mlp_teacher_medium/capacity_terms_vs_width.png3
-rw-r--r--outputs/downstream_capacity_sweep_mlp_teacher_medium/gap_vs_redundancy_score.png3
-rw-r--r--outputs/downstream_capacity_sweep_mlp_teacher_medium/gap_vs_width.png3
-rw-r--r--outputs/downstream_capacity_sweep_mlp_teacher_medium/runs.csv3
-rw-r--r--outputs/downstream_capacity_sweep_mlp_teacher_medium/summary.json3
-rw-r--r--outputs/downstream_capacity_sweep_mlp_teacher_medium/width_summary.csv3
-rw-r--r--outputs/downstream_capacity_sweep_mlp_teacher_smoke/bp_fa_test_mse_vs_width.png3
-rw-r--r--outputs/downstream_capacity_sweep_mlp_teacher_smoke/capacity_terms_vs_width.png3
-rw-r--r--outputs/downstream_capacity_sweep_mlp_teacher_smoke/gap_vs_redundancy_score.png3
-rw-r--r--outputs/downstream_capacity_sweep_mlp_teacher_smoke/gap_vs_width.png3
-rw-r--r--outputs/downstream_capacity_sweep_mlp_teacher_smoke/runs.csv3
-rw-r--r--outputs/downstream_capacity_sweep_mlp_teacher_smoke/summary.json3
-rw-r--r--outputs/downstream_capacity_sweep_mlp_teacher_smoke/width_summary.csv3
-rw-r--r--outputs/downstream_capacity_sweep_rank16/bp_fa_test_mse_vs_width.png3
-rw-r--r--outputs/downstream_capacity_sweep_rank16/capacity_terms_vs_width.png3
-rw-r--r--outputs/downstream_capacity_sweep_rank16/gap_vs_redundancy_score.png3
-rw-r--r--outputs/downstream_capacity_sweep_rank16/gap_vs_width.png3
-rw-r--r--outputs/downstream_capacity_sweep_rank16/runs.csv3
-rw-r--r--outputs/downstream_capacity_sweep_rank16/summary.json3
-rw-r--r--outputs/downstream_capacity_sweep_rank16/width_summary.csv3
-rw-r--r--outputs/downstream_capacity_sweep_rank16_lr0005/bp_fa_test_mse_vs_width.png3
-rw-r--r--outputs/downstream_capacity_sweep_rank16_lr0005/capacity_terms_vs_width.png3
-rw-r--r--outputs/downstream_capacity_sweep_rank16_lr0005/gap_vs_redundancy_score.png3
-rw-r--r--outputs/downstream_capacity_sweep_rank16_lr0005/gap_vs_width.png3
-rw-r--r--outputs/downstream_capacity_sweep_rank16_lr0005/runs.csv3
-rw-r--r--outputs/downstream_capacity_sweep_rank16_lr0005/summary.json3
-rw-r--r--outputs/downstream_capacity_sweep_rank16_lr0005/width_summary.csv3
-rw-r--r--outputs/early_directional_predictor_smoke/early_kernel_predictors.csv3
-rw-r--r--outputs/early_directional_predictor_smoke/summary.json3
-rw-r--r--outputs/early_directional_predictors_T50_width64_N128/early_kernel_predictors.csv3
-rw-r--r--outputs/early_directional_predictors_T50_width64_N128/summary.json3
-rw-r--r--outputs/early_directional_predictors_T50_width64_N160/early_kernel_predictors.csv3
-rw-r--r--outputs/early_directional_predictors_T50_width64_N160/summary.json3
-rw-r--r--outputs/early_directional_predictors_T50_width64_N192/early_kernel_predictors.csv3
-rw-r--r--outputs/early_directional_predictors_T50_width64_N192/summary.json3
-rw-r--r--outputs/early_directional_predictors_T50_width64_N224/early_kernel_predictors.csv3
-rw-r--r--outputs/early_directional_predictors_T50_width64_N224/summary.json3
-rw-r--r--outputs/early_directional_predictors_T50_width64_N256/early_kernel_predictors.csv3
-rw-r--r--outputs/early_directional_predictors_T50_width64_N256/summary.json3
-rw-r--r--outputs/early_directional_predictors_T50_width64_N320/early_kernel_predictors.csv3
-rw-r--r--outputs/early_directional_predictors_T50_width64_N320/summary.json3
-rw-r--r--outputs/early_directional_predictors_T50_width64_N64/early_kernel_predictors.csv3
-rw-r--r--outputs/early_directional_predictors_T50_width64_N64/summary.json3
-rw-r--r--outputs/early_directional_predictors_T50_width64_N96/early_kernel_predictors.csv3
-rw-r--r--outputs/early_directional_predictors_T50_width64_N96/summary.json3
-rw-r--r--outputs/early_kernel_predictors_T50_N128_32runs/early_kernel_predictors.csv3
-rw-r--r--outputs/early_kernel_predictors_T50_N128_32runs/summary.json3
-rw-r--r--outputs/early_kernel_predictors_T50_N128_probe/early_kernel_predictors.csv3
-rw-r--r--outputs/fa_tangent_hierarchy_derivative_probe_eps005/derivative_probe_rows.csv3
-rw-r--r--outputs/fa_tangent_hierarchy_first_order_try/compressed_operator_rows.csv3
-rw-r--r--outputs/fa_tangent_hierarchy_first_order_try/first_order_error_metrics_by_early_step.png3
-rw-r--r--outputs/fa_tangent_hierarchy_first_order_try/first_order_gap_distribution_overlay.png3
-rw-r--r--outputs/fa_tangent_hierarchy_first_order_try/first_order_metrics.csv3
-rw-r--r--outputs/fa_tangent_hierarchy_first_order_try/first_order_prediction_scatter_by_early_step.png3
-rw-r--r--outputs/fa_tangent_hierarchy_first_order_try/summary.json3
-rw-r--r--outputs/fa_tangent_kernel_capacity_probe/fa_dynamic_effective_dimension_vs_margin.png3
-rw-r--r--outputs/fa_tangent_kernel_capacity_probe/kernel_capacity_rows.csv3
-rw-r--r--outputs/fa_tangent_kernel_capacity_probe/kernel_capacity_transition.png3
-rw-r--r--outputs/fa_tangent_kernel_capacity_probe/predicted_vs_empirical_train_gap.png3
-rw-r--r--outputs/fa_tangent_kernel_capacity_sgd_probe/fa_dynamic_effective_dimension_vs_margin.png3
-rw-r--r--outputs/fa_tangent_kernel_capacity_sgd_probe/kernel_capacity_rows.csv3
-rw-r--r--outputs/fa_tangent_kernel_capacity_sgd_probe/kernel_capacity_transition.png3
-rw-r--r--outputs/fa_tangent_kernel_capacity_sgd_probe/predicted_vs_empirical_train_gap.png3
-rw-r--r--outputs/fa_tangent_kernel_capacity_sgd_short_256/fa_dynamic_effective_dimension_vs_margin.png3
-rw-r--r--outputs/fa_tangent_kernel_capacity_sgd_short_256/kernel_capacity_rows.csv3
-rw-r--r--outputs/fa_tangent_kernel_capacity_sgd_short_256/kernel_capacity_transition.png3
-rw-r--r--outputs/fa_tangent_kernel_capacity_sgd_short_256/predicted_vs_empirical_train_gap.png3
-rw-r--r--outputs/fa_tangent_kernel_capacity_sgd_short_256/sgd_short_theory_distribution_empirical_trajectories.png3
-rw-r--r--outputs/fa_tangent_kernel_capacity_sgd_short_256/sgd_short_theory_empirical_mean_by_margin.png3
-rw-r--r--outputs/fa_tangent_kernel_capacity_sgd_short_probe/fa_dynamic_effective_dimension_vs_margin.png3
-rw-r--r--outputs/fa_tangent_kernel_capacity_sgd_short_probe/kernel_capacity_rows.csv3
-rw-r--r--outputs/fa_tangent_kernel_capacity_sgd_short_probe/kernel_capacity_transition.png3
-rw-r--r--outputs/fa_tangent_kernel_capacity_sgd_short_probe/predicted_vs_empirical_train_gap.png3
-rw-r--r--outputs/fa_tangent_kernel_capacity_smoke/fa_dynamic_effective_dimension_vs_margin.png3
-rw-r--r--outputs/fa_tangent_kernel_capacity_smoke/kernel_capacity_rows.csv3
-rw-r--r--outputs/fa_tangent_kernel_capacity_smoke/kernel_capacity_transition.png3
-rw-r--r--outputs/fa_tangent_kernel_capacity_smoke/predicted_vs_empirical_train_gap.png3
-rw-r--r--outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N128/fa_dynamic_effective_dimension_vs_margin.png3
-rw-r--r--outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N128/kernel_capacity_rows.csv3
-rw-r--r--outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N128/kernel_capacity_transition.png3
-rw-r--r--outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N128/predicted_vs_empirical_train_gap.png3
-rw-r--r--outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N160/fa_dynamic_effective_dimension_vs_margin.png3
-rw-r--r--outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N160/kernel_capacity_rows.csv3
-rw-r--r--outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N160/kernel_capacity_transition.png3
-rw-r--r--outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N160/predicted_vs_empirical_train_gap.png3
-rw-r--r--outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N192/fa_dynamic_effective_dimension_vs_margin.png3
-rw-r--r--outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N192/kernel_capacity_rows.csv3
-rw-r--r--outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N192/kernel_capacity_transition.png3
-rw-r--r--outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N192/predicted_vs_empirical_train_gap.png3
-rw-r--r--outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N224/fa_dynamic_effective_dimension_vs_margin.png3
-rw-r--r--outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N224/kernel_capacity_rows.csv3
-rw-r--r--outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N224/kernel_capacity_transition.png3
-rw-r--r--outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N224/predicted_vs_empirical_train_gap.png3
-rw-r--r--outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N256/fa_dynamic_effective_dimension_vs_margin.png3
-rw-r--r--outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N256/kernel_capacity_rows.csv3
-rw-r--r--outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N256/kernel_capacity_transition.png3
-rw-r--r--outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N256/predicted_vs_empirical_train_gap.png3
-rw-r--r--outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N320/fa_dynamic_effective_dimension_vs_margin.png3
-rw-r--r--outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N320/kernel_capacity_rows.csv3
-rw-r--r--outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N320/kernel_capacity_transition.png3
-rw-r--r--outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N320/predicted_vs_empirical_train_gap.png3
-rw-r--r--outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N64/fa_dynamic_effective_dimension_vs_margin.png3
-rw-r--r--outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N64/kernel_capacity_rows.csv3
-rw-r--r--outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N64/kernel_capacity_transition.png3
-rw-r--r--outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N64/predicted_vs_empirical_train_gap.png3
-rw-r--r--outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N96/fa_dynamic_effective_dimension_vs_margin.png3
-rw-r--r--outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N96/kernel_capacity_rows.csv3
-rw-r--r--outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N96/kernel_capacity_transition.png3
-rw-r--r--outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N96/predicted_vs_empirical_train_gap.png3
-rw-r--r--outputs/fa_tangent_kernel_fixed_width64_sgd_T5_combined/T5_fixed_width64_N_sweep_predicted_vs_empirical.png3
-rw-r--r--outputs/fa_tangent_kernel_fixed_width64_sgd_T5_combined/T5_fixed_width64_N_sweep_theory_empirical_overlay.png3
-rw-r--r--outputs/fa_tangent_kernel_fixed_width64_sgd_short_N128/fa_dynamic_effective_dimension_vs_margin.png3
-rw-r--r--outputs/fa_tangent_kernel_fixed_width64_sgd_short_N128/kernel_capacity_rows.csv3
-rw-r--r--outputs/fa_tangent_kernel_fixed_width64_sgd_short_N128/kernel_capacity_transition.png3
-rw-r--r--outputs/fa_tangent_kernel_fixed_width64_sgd_short_N128/predicted_vs_empirical_train_gap.png3
-rw-r--r--outputs/fa_tangent_kernel_fixed_width64_sgd_short_N192/fa_dynamic_effective_dimension_vs_margin.png3
-rw-r--r--outputs/fa_tangent_kernel_fixed_width64_sgd_short_N192/kernel_capacity_rows.csv3
-rw-r--r--outputs/fa_tangent_kernel_fixed_width64_sgd_short_N192/kernel_capacity_transition.png3
-rw-r--r--outputs/fa_tangent_kernel_fixed_width64_sgd_short_N192/predicted_vs_empirical_train_gap.png3
-rw-r--r--outputs/fa_tangent_kernel_fixed_width64_sgd_short_N256/fa_dynamic_effective_dimension_vs_margin.png3
-rw-r--r--outputs/fa_tangent_kernel_fixed_width64_sgd_short_N256/kernel_capacity_rows.csv3
-rw-r--r--outputs/fa_tangent_kernel_fixed_width64_sgd_short_N256/kernel_capacity_transition.png3
-rw-r--r--outputs/fa_tangent_kernel_fixed_width64_sgd_short_N256/predicted_vs_empirical_train_gap.png3
-rw-r--r--outputs/fa_tangent_kernel_fixed_width64_sgd_short_N320/fa_dynamic_effective_dimension_vs_margin.png3
-rw-r--r--outputs/fa_tangent_kernel_fixed_width64_sgd_short_N320/kernel_capacity_rows.csv3
-rw-r--r--outputs/fa_tangent_kernel_fixed_width64_sgd_short_N320/kernel_capacity_transition.png3
-rw-r--r--outputs/fa_tangent_kernel_fixed_width64_sgd_short_N320/predicted_vs_empirical_train_gap.png3
-rw-r--r--outputs/fa_tangent_kernel_fixed_width64_sgd_short_N64/fa_dynamic_effective_dimension_vs_margin.png3
-rw-r--r--outputs/fa_tangent_kernel_fixed_width64_sgd_short_N64/kernel_capacity_rows.csv3
-rw-r--r--outputs/fa_tangent_kernel_fixed_width64_sgd_short_N64/kernel_capacity_transition.png3
-rw-r--r--outputs/fa_tangent_kernel_fixed_width64_sgd_short_N64/predicted_vs_empirical_train_gap.png3
-rw-r--r--outputs/fa_tangent_kernel_fixed_width64_sgd_short_combined/fixed_width64_N_sweep_predicted_vs_empirical.png3
-rw-r--r--outputs/fa_tangent_kernel_fixed_width64_sgd_short_combined/fixed_width64_N_sweep_theory_empirical_overlay.png3
-rw-r--r--outputs/finite_time_kernel_probe_T50_N128/finite_time_kernel_rows.csv3
-rw-r--r--outputs/finite_time_kernel_probe_T50_N128/summary.json3
-rw-r--r--outputs/finite_time_kernel_probe_T50_N128_8runs/T50_fixed_vs_timevarying_gap.png3
-rw-r--r--outputs/finite_time_kernel_probe_T50_N128_8runs/T50_prediction_scatter.png3
-rw-r--r--outputs/finite_time_kernel_probe_T50_N128_8runs/finite_time_kernel_rows.csv3
-rw-r--r--outputs/finite_time_kernel_probe_T50_N128_8runs/summary.json3
-rw-r--r--outputs/finite_time_kernel_smoke_T5/finite_time_kernel_rows.csv3
-rw-r--r--outputs/finite_time_kernel_smoke_T5/summary.json3
-rw-r--r--outputs/functional_capacity_overlap/hard_rank_loss.png3
-rw-r--r--outputs/functional_capacity_overlap/soft_overlap.png3
-rw-r--r--outputs/functional_capacity_overlap/summary.csv3
-rw-r--r--outputs/functional_capacity_overlap/summary.json3
-rw-r--r--outputs/initialization_distribution_matching/coverage_histograms.png3
-rw-r--r--outputs/initialization_distribution_matching/distribution_match.csv3
-rw-r--r--outputs/initialization_distribution_matching/population_vs_empirical_spectra.png3
-rw-r--r--outputs/initialization_distribution_matching/qq_axis.png3
-rw-r--r--outputs/initialization_distribution_matching/qq_geometric_axis.png3
-rw-r--r--outputs/initialization_distribution_matching/qq_isotropic.png3
-rw-r--r--outputs/initialization_distribution_matching/qq_rademacher.png3
-rw-r--r--outputs/initialization_distribution_matching/qq_subspace.png3
-rw-r--r--outputs/initialization_distribution_matching/summary.json3
-rw-r--r--outputs/initialization_distribution_matching/worst_best_coverage.png3
-rw-r--r--outputs/learning_rate_compensation/evaluation_rows.csv3
-rw-r--r--outputs/learning_rate_compensation/learning_rate_control_by_depth.png3
-rw-r--r--outputs/learning_rate_compensation/learning_rate_tuning_curves.png3
-rw-r--r--outputs/learning_rate_compensation/regime_summary.csv3
-rw-r--r--outputs/learning_rate_compensation/summary.json3
-rw-r--r--outputs/learning_rate_compensation/tuning_rows.csv3
-rw-r--r--outputs/minimax_initialization/eigenvalue_spectra.png3
-rw-r--r--outputs/minimax_initialization/eigenvalues.json3
-rw-r--r--outputs/minimax_initialization/random_target_alignment_hist.png3
-rw-r--r--outputs/minimax_initialization/random_target_alignments.json3
-rw-r--r--outputs/minimax_initialization/summary.json3
-rw-r--r--outputs/minimax_initialization/worst_case_alignment.png3
-rw-r--r--outputs/multilayer_capacity_distribution/distribution_match.csv3
-rw-r--r--outputs/multilayer_capacity_distribution/hist_D256_L1.png3
-rw-r--r--outputs/multilayer_capacity_distribution/hist_D256_L4.png3
-rw-r--r--outputs/multilayer_capacity_distribution/hist_D4096_L1.png3
-rw-r--r--outputs/multilayer_capacity_distribution/hist_D4096_L16.png3
-rw-r--r--outputs/multilayer_capacity_distribution/hist_D64_L1.png3
-rw-r--r--outputs/multilayer_capacity_distribution/hist_D64_L16.png3
-rw-r--r--outputs/multilayer_capacity_distribution/hist_D64_L4.png3
-rw-r--r--outputs/multilayer_capacity_distribution/ks_heatmap.png3
-rw-r--r--outputs/multilayer_capacity_distribution/qq_D256_L1.png3
-rw-r--r--outputs/multilayer_capacity_distribution/qq_D256_L4.png3
-rw-r--r--outputs/multilayer_capacity_distribution/qq_D4096_L1.png3
-rw-r--r--outputs/multilayer_capacity_distribution/qq_D4096_L16.png3
-rw-r--r--outputs/multilayer_capacity_distribution/qq_D64_L1.png3
-rw-r--r--outputs/multilayer_capacity_distribution/qq_D64_L16.png3
-rw-r--r--outputs/multilayer_capacity_distribution/qq_D64_L4.png3
-rw-r--r--outputs/multilayer_capacity_distribution/summary.json3
-rw-r--r--outputs/operator_stress_grid_summary/stress_grid_gap_mae_by_setting.png3
-rw-r--r--outputs/operator_stress_grid_summary/stress_grid_linear_bias_by_margin.png3
-rw-r--r--outputs/operator_stress_grid_summary/stress_grid_linear_prediction_scatter.png3
-rw-r--r--outputs/operator_stress_grid_summary/stress_grid_metrics.csv3
-rw-r--r--outputs/operator_stress_grid_summary/stress_grid_overlap_panels.png3
-rw-r--r--outputs/operator_stress_grid_summary/stress_grid_rows.csv3
-rw-r--r--outputs/parameter_matched_depth_control/parameter_matched_gap_by_depth.png3
-rw-r--r--outputs/parameter_matched_depth_control/parameter_matched_metrics.csv3
-rw-r--r--outputs/parameter_matched_depth_control/parameter_matched_rows.csv3
-rw-r--r--outputs/parameter_matched_depth_control/parameter_matched_summary.csv3
-rw-r--r--outputs/parameter_matched_depth_control/summary.json3
-rw-r--r--outputs/phase_transition_dense_T30000_352traj/bp_fa_test_mse_vs_width.png3
-rw-r--r--outputs/phase_transition_dense_T30000_352traj/bp_fa_train_mse_vs_width.png3
-rw-r--r--outputs/phase_transition_dense_T30000_352traj/capacity_terms_vs_width.png3
-rw-r--r--outputs/phase_transition_dense_T30000_352traj/dense_T30000_gap_logscale.png3
-rw-r--r--outputs/phase_transition_dense_T30000_352traj/gap_vs_redundancy_score.png3
-rw-r--r--outputs/phase_transition_dense_T30000_352traj/gap_vs_width.png3
-rw-r--r--outputs/phase_transition_dense_T30000_352traj/phase_transition_capacity_exhaustion.png3
-rw-r--r--outputs/phase_transition_dense_T30000_352traj/phase_transition_gap_only.png3
-rw-r--r--outputs/phase_transition_dense_T30000_352traj/runs.csv3
-rw-r--r--outputs/phase_transition_dense_T30000_352traj/runs.partial.csv3
-rw-r--r--outputs/phase_transition_dense_T30000_352traj/summary.json3
-rw-r--r--outputs/phase_transition_dense_T30000_352traj/train_gap_trajectory_distribution_vs_fa_margin.png3
-rw-r--r--outputs/phase_transition_dense_T30000_352traj/train_gap_vs_fa_capacity_margin.png3
-rw-r--r--outputs/phase_transition_dense_T30000_352traj/train_gap_vs_width.png3
-rw-r--r--outputs/phase_transition_dense_T30000_352traj/train_mse_trajectory_distribution.png3
-rw-r--r--outputs/phase_transition_dense_T30000_352traj/width_summary.csv3
-rw-r--r--outputs/phase_transition_dense_T30000_352traj/width_summary.partial.csv3
-rw-r--r--outputs/phase_transition_sgd_256_lr001_T3000/bp_fa_test_mse_vs_width.png3
-rw-r--r--outputs/phase_transition_sgd_256_lr001_T3000/bp_fa_train_mse_vs_width.png3
-rw-r--r--outputs/phase_transition_sgd_256_lr001_T3000/capacity_terms_vs_width.png3
-rw-r--r--outputs/phase_transition_sgd_256_lr001_T3000/gap_vs_redundancy_score.png3
-rw-r--r--outputs/phase_transition_sgd_256_lr001_T3000/gap_vs_width.png3
-rw-r--r--outputs/phase_transition_sgd_256_lr001_T3000/phase_transition_capacity_exhaustion.png3
-rw-r--r--outputs/phase_transition_sgd_256_lr001_T3000/phase_transition_gap_only.png3
-rw-r--r--outputs/phase_transition_sgd_256_lr001_T3000/runs.csv3
-rw-r--r--outputs/phase_transition_sgd_256_lr001_T3000/runs.partial.csv3
-rw-r--r--outputs/phase_transition_sgd_256_lr001_T3000/summary.json3
-rw-r--r--outputs/phase_transition_sgd_256_lr001_T3000/train_gap_trajectory_distribution_vs_fa_margin.png3
-rw-r--r--outputs/phase_transition_sgd_256_lr001_T3000/train_gap_vs_fa_capacity_margin.png3
-rw-r--r--outputs/phase_transition_sgd_256_lr001_T3000/train_gap_vs_width.png3
-rw-r--r--outputs/phase_transition_sgd_256_lr001_T3000/train_mse_trajectory_distribution.png3
-rw-r--r--outputs/phase_transition_sgd_256_lr001_T3000/width_summary.csv3
-rw-r--r--outputs/phase_transition_sgd_256_lr001_T3000/width_summary.partial.csv3
-rw-r--r--outputs/phase_transition_sgd_long_lr001_T10000_probe/bp_fa_test_mse_vs_width.png3
-rw-r--r--outputs/phase_transition_sgd_long_lr001_T10000_probe/bp_fa_train_mse_vs_width.png3
-rw-r--r--outputs/phase_transition_sgd_long_lr001_T10000_probe/capacity_terms_vs_width.png3
-rw-r--r--outputs/phase_transition_sgd_long_lr001_T10000_probe/gap_vs_redundancy_score.png3
-rw-r--r--outputs/phase_transition_sgd_long_lr001_T10000_probe/gap_vs_width.png3
-rw-r--r--outputs/phase_transition_sgd_long_lr001_T10000_probe/runs.csv3
-rw-r--r--outputs/phase_transition_sgd_long_lr001_T10000_probe/runs.partial.csv3
-rw-r--r--outputs/phase_transition_sgd_long_lr001_T10000_probe/summary.json3
-rw-r--r--outputs/phase_transition_sgd_long_lr001_T10000_probe/train_gap_trajectory_distribution_vs_fa_margin.png3
-rw-r--r--outputs/phase_transition_sgd_long_lr001_T10000_probe/train_gap_vs_fa_capacity_margin.png3
-rw-r--r--outputs/phase_transition_sgd_long_lr001_T10000_probe/train_gap_vs_width.png3
-rw-r--r--outputs/phase_transition_sgd_long_lr001_T10000_probe/train_mse_trajectory_distribution.png3
-rw-r--r--outputs/phase_transition_sgd_long_lr001_T10000_probe/width_summary.csv3
-rw-r--r--outputs/phase_transition_sgd_long_lr001_T10000_probe/width_summary.partial.csv3
-rw-r--r--outputs/phase_transition_sgd_smoke_lr001_T3000/bp_fa_test_mse_vs_width.png3
-rw-r--r--outputs/phase_transition_sgd_smoke_lr001_T3000/bp_fa_train_mse_vs_width.png3
-rw-r--r--outputs/phase_transition_sgd_smoke_lr001_T3000/capacity_terms_vs_width.png3
-rw-r--r--outputs/phase_transition_sgd_smoke_lr001_T3000/gap_vs_redundancy_score.png3
-rw-r--r--outputs/phase_transition_sgd_smoke_lr001_T3000/gap_vs_width.png3
-rw-r--r--outputs/phase_transition_sgd_smoke_lr001_T3000/runs.csv3
-rw-r--r--outputs/phase_transition_sgd_smoke_lr001_T3000/runs.partial.csv3
-rw-r--r--outputs/phase_transition_sgd_smoke_lr001_T3000/summary.json3
-rw-r--r--outputs/phase_transition_sgd_smoke_lr001_T3000/train_gap_trajectory_distribution_vs_fa_margin.png3
-rw-r--r--outputs/phase_transition_sgd_smoke_lr001_T3000/train_gap_vs_fa_capacity_margin.png3
-rw-r--r--outputs/phase_transition_sgd_smoke_lr001_T3000/train_gap_vs_width.png3
-rw-r--r--outputs/phase_transition_sgd_smoke_lr001_T3000/train_mse_trajectory_distribution.png3
-rw-r--r--outputs/phase_transition_sgd_smoke_lr001_T3000/width_summary.csv3
-rw-r--r--outputs/phase_transition_sgd_smoke_lr001_T3000/width_summary.partial.csv3
-rw-r--r--outputs/phase_transition_sgd_verylong_lr001_T30000_probe/bp_fa_test_mse_vs_width.png3
-rw-r--r--outputs/phase_transition_sgd_verylong_lr001_T30000_probe/bp_fa_train_mse_vs_width.png3
-rw-r--r--outputs/phase_transition_sgd_verylong_lr001_T30000_probe/capacity_terms_vs_width.png3
-rw-r--r--outputs/phase_transition_sgd_verylong_lr001_T30000_probe/gap_vs_redundancy_score.png3
-rw-r--r--outputs/phase_transition_sgd_verylong_lr001_T30000_probe/gap_vs_width.png3
-rw-r--r--outputs/phase_transition_sgd_verylong_lr001_T30000_probe/runs.csv3
-rw-r--r--outputs/phase_transition_sgd_verylong_lr001_T30000_probe/runs.partial.csv3
-rw-r--r--outputs/phase_transition_sgd_verylong_lr001_T30000_probe/summary.json3
-rw-r--r--outputs/phase_transition_sgd_verylong_lr001_T30000_probe/train_gap_trajectory_distribution_vs_fa_margin.png3
-rw-r--r--outputs/phase_transition_sgd_verylong_lr001_T30000_probe/train_gap_vs_fa_capacity_margin.png3
-rw-r--r--outputs/phase_transition_sgd_verylong_lr001_T30000_probe/train_gap_vs_width.png3
-rw-r--r--outputs/phase_transition_sgd_verylong_lr001_T30000_probe/train_mse_trajectory_distribution.png3
-rw-r--r--outputs/phase_transition_sgd_verylong_lr001_T30000_probe/width_summary.csv3
-rw-r--r--outputs/phase_transition_sgd_verylong_lr001_T30000_probe/width_summary.partial.csv3
-rw-r--r--outputs/phase_transition_training_time_comparison/bp_fa_train_loss_by_training_time.png3
-rw-r--r--outputs/phase_transition_training_time_comparison/train_gap_vs_margin_by_training_time.png3
-rw-r--r--outputs/phase_transition_zoom_T10000_1024traj/bp_fa_test_mse_vs_width.png3
-rw-r--r--outputs/phase_transition_zoom_T10000_1024traj/bp_fa_train_mse_vs_width.png3
-rw-r--r--outputs/phase_transition_zoom_T10000_1024traj/capacity_terms_vs_width.png3
-rw-r--r--outputs/phase_transition_zoom_T10000_1024traj/gap_vs_redundancy_score.png3
-rw-r--r--outputs/phase_transition_zoom_T10000_1024traj/gap_vs_width.png3
-rw-r--r--outputs/phase_transition_zoom_T10000_1024traj/phase_transition_capacity_exhaustion.png3
-rw-r--r--outputs/phase_transition_zoom_T10000_1024traj/phase_transition_gap_only.png3
-rw-r--r--outputs/phase_transition_zoom_T10000_1024traj/runs.csv3
-rw-r--r--outputs/phase_transition_zoom_T10000_1024traj/runs.partial.csv3
-rw-r--r--outputs/phase_transition_zoom_T10000_1024traj/summary.json3
-rw-r--r--outputs/phase_transition_zoom_T10000_1024traj/train_gap_trajectory_distribution_vs_fa_margin.png3
-rw-r--r--outputs/phase_transition_zoom_T10000_1024traj/train_gap_vs_fa_capacity_margin.png3
-rw-r--r--outputs/phase_transition_zoom_T10000_1024traj/train_gap_vs_width.png3
-rw-r--r--outputs/phase_transition_zoom_T10000_1024traj/train_mse_trajectory_distribution.png3
-rw-r--r--outputs/phase_transition_zoom_T10000_1024traj/width_summary.csv3
-rw-r--r--outputs/phase_transition_zoom_T10000_1024traj/width_summary.partial.csv3
-rw-r--r--outputs/phase_transition_zoom_T30000_256traj/bp_fa_test_mse_vs_width.png3
-rw-r--r--outputs/phase_transition_zoom_T30000_256traj/bp_fa_train_mse_vs_width.png3
-rw-r--r--outputs/phase_transition_zoom_T30000_256traj/capacity_terms_vs_width.png3
-rw-r--r--outputs/phase_transition_zoom_T30000_256traj/gap_vs_redundancy_score.png3
-rw-r--r--outputs/phase_transition_zoom_T30000_256traj/gap_vs_width.png3
-rw-r--r--outputs/phase_transition_zoom_T30000_256traj/phase_transition_capacity_exhaustion.png3
-rw-r--r--outputs/phase_transition_zoom_T30000_256traj/phase_transition_gap_only.png3
-rw-r--r--outputs/phase_transition_zoom_T30000_256traj/runs.csv3
-rw-r--r--outputs/phase_transition_zoom_T30000_256traj/runs.partial.csv3
-rw-r--r--outputs/phase_transition_zoom_T30000_256traj/summary.json3
-rw-r--r--outputs/phase_transition_zoom_T30000_256traj/train_gap_trajectory_distribution_vs_fa_margin.png3
-rw-r--r--outputs/phase_transition_zoom_T30000_256traj/train_gap_vs_fa_capacity_margin.png3
-rw-r--r--outputs/phase_transition_zoom_T30000_256traj/train_gap_vs_width.png3
-rw-r--r--outputs/phase_transition_zoom_T30000_256traj/train_mse_trajectory_distribution.png3
-rw-r--r--outputs/phase_transition_zoom_T30000_256traj/width_summary.csv3
-rw-r--r--outputs/phase_transition_zoom_T30000_256traj/width_summary.partial.csv3
-rw-r--r--outputs/phase_transition_zoom_comparison/trajectory_gap_clouds_T10000_vs_T30000.png3
-rw-r--r--outputs/phase_transition_zoom_comparison/trajectory_gap_quantiles_T10000_vs_T30000.png3
-rw-r--r--outputs/real_data_validation_mnist/e0_mnist_calibration.png3
-rw-r--r--outputs/real_data_validation_mnist/e0_mnist_rows.csv3
-rw-r--r--outputs/real_data_validation_mnist/estimator_mnist_metrics.csv3
-rw-r--r--outputs/real_data_validation_mnist/estimator_mnist_rows.csv3
-rw-r--r--outputs/real_data_validation_mnist/estimator_mnist_scatter.png3
-rw-r--r--outputs/real_data_validation_mnist/summary.json3
-rw-r--r--outputs/soft_erosion_theory_vs_empirical/empirical_gap_summary.csv3
-rw-r--r--outputs/soft_erosion_theory_vs_empirical/gap_distribution_theory_vs_empirical.png3
-rw-r--r--outputs/soft_erosion_theory_vs_empirical/local_erosion_distribution_theory_vs_empirical.png3
-rw-r--r--outputs/soft_erosion_theory_vs_empirical/local_erosion_rows.csv3
-rw-r--r--outputs/soft_erosion_theory_vs_empirical/local_operator_scalar_gap_summary.csv3
-rw-r--r--outputs/soft_erosion_theory_vs_empirical/local_operator_scalar_gap_theory_vs_empirical.png3
-rw-r--r--outputs/soft_erosion_theory_vs_empirical/theory_gap_summary.csv3
-rw-r--r--outputs/static_alignment_beta/histogram_beta_overlay.png3
-rw-r--r--outputs/static_alignment_beta/qq_plot.png3
-rw-r--r--outputs/static_alignment_beta/summary.json3
-rw-r--r--outputs/stress_depth1_w64_T50_s20_N128/compressed_operator_rows.csv3
-rw-r--r--outputs/stress_depth1_w64_T50_s20_N128/summary.json3
-rw-r--r--outputs/stress_depth1_w64_T50_s20_N192/compressed_operator_rows.csv3
-rw-r--r--outputs/stress_depth1_w64_T50_s20_N192/summary.json3
-rw-r--r--outputs/stress_depth1_w64_T50_s20_N256/compressed_operator_rows.csv3
-rw-r--r--outputs/stress_depth1_w64_T50_s20_N256/summary.json3
-rw-r--r--outputs/stress_depth1_w64_T50_s20_N320/compressed_operator_rows.csv3
-rw-r--r--outputs/stress_depth1_w64_T50_s20_N320/summary.json3
-rw-r--r--outputs/stress_depth1_w64_T50_s20_N64/compressed_operator_rows.csv3
-rw-r--r--outputs/stress_depth1_w64_T50_s20_N64/summary.json3
-rw-r--r--outputs/stress_depth2_w32_T50_s20_N128/compressed_operator_rows.csv3
-rw-r--r--outputs/stress_depth2_w32_T50_s20_N128/summary.json3
-rw-r--r--outputs/stress_depth2_w32_T50_s20_N160/compressed_operator_rows.csv3
-rw-r--r--outputs/stress_depth2_w32_T50_s20_N160/summary.json3
-rw-r--r--outputs/stress_depth2_w32_T50_s20_N32/compressed_operator_rows.csv3
-rw-r--r--outputs/stress_depth2_w32_T50_s20_N32/summary.json3
-rw-r--r--outputs/stress_depth2_w32_T50_s20_N64/compressed_operator_rows.csv3
-rw-r--r--outputs/stress_depth2_w32_T50_s20_N64/summary.json3
-rw-r--r--outputs/stress_depth2_w32_T50_s20_N96/compressed_operator_rows.csv3
-rw-r--r--outputs/stress_depth2_w32_T50_s20_N96/summary.json3
-rw-r--r--outputs/stress_depth2_w64_T100_s40_N128/compressed_operator_rows.csv3
-rw-r--r--outputs/stress_depth2_w64_T100_s40_N128/summary.json3
-rw-r--r--outputs/stress_depth2_w64_T100_s40_N192/compressed_operator_rows.csv3
-rw-r--r--outputs/stress_depth2_w64_T100_s40_N192/summary.json3
-rw-r--r--outputs/stress_depth2_w64_T100_s40_N256/compressed_operator_rows.csv3
-rw-r--r--outputs/stress_depth2_w64_T100_s40_N256/summary.json3
-rw-r--r--outputs/stress_depth2_w64_T100_s40_N320/compressed_operator_rows.csv3
-rw-r--r--outputs/stress_depth2_w64_T100_s40_N320/summary.json3
-rw-r--r--outputs/stress_depth2_w64_T100_s40_N64/compressed_operator_rows.csv3
-rw-r--r--outputs/stress_depth2_w64_T100_s40_N64/summary.json3
-rw-r--r--outputs/stress_depth2_w64_T25_s10_N128/compressed_operator_rows.csv3
-rw-r--r--outputs/stress_depth2_w64_T25_s10_N128/summary.json3
-rw-r--r--outputs/stress_depth2_w64_T25_s10_N192/compressed_operator_rows.csv3
-rw-r--r--outputs/stress_depth2_w64_T25_s10_N192/summary.json3
-rw-r--r--outputs/stress_depth2_w64_T25_s10_N256/compressed_operator_rows.csv3
-rw-r--r--outputs/stress_depth2_w64_T25_s10_N256/summary.json3
-rw-r--r--outputs/stress_depth2_w64_T25_s10_N320/compressed_operator_rows.csv3
-rw-r--r--outputs/stress_depth2_w64_T25_s10_N320/summary.json3
-rw-r--r--outputs/stress_depth2_w64_T25_s10_N64/compressed_operator_rows.csv3
-rw-r--r--outputs/stress_depth2_w64_T25_s10_N64/summary.json3
-rw-r--r--outputs/stress_depth2_w96_T50_s20_N128/compressed_operator_rows.csv3
-rw-r--r--outputs/stress_depth2_w96_T50_s20_N128/summary.json3
-rw-r--r--outputs/stress_depth2_w96_T50_s20_N192/compressed_operator_rows.csv3
-rw-r--r--outputs/stress_depth2_w96_T50_s20_N192/summary.json3
-rw-r--r--outputs/stress_depth2_w96_T50_s20_N256/compressed_operator_rows.csv3
-rw-r--r--outputs/stress_depth2_w96_T50_s20_N256/summary.json3
-rw-r--r--outputs/stress_depth2_w96_T50_s20_N320/compressed_operator_rows.csv3
-rw-r--r--outputs/stress_depth2_w96_T50_s20_N320/summary.json3
-rw-r--r--outputs/stress_depth2_w96_T50_s20_N384/compressed_operator_rows.csv3
-rw-r--r--outputs/stress_depth2_w96_T50_s20_N384/summary.json3
-rw-r--r--outputs/stress_depth3_w64_T50_s20_N128/compressed_operator_rows.csv3
-rw-r--r--outputs/stress_depth3_w64_T50_s20_N128/summary.json3
-rw-r--r--outputs/stress_depth3_w64_T50_s20_N192/compressed_operator_rows.csv3
-rw-r--r--outputs/stress_depth3_w64_T50_s20_N192/summary.json3
-rw-r--r--outputs/stress_depth3_w64_T50_s20_N256/compressed_operator_rows.csv3
-rw-r--r--outputs/stress_depth3_w64_T50_s20_N256/summary.json3
-rw-r--r--outputs/stress_depth3_w64_T50_s20_N320/compressed_operator_rows.csv3
-rw-r--r--outputs/stress_depth3_w64_T50_s20_N320/summary.json3
-rw-r--r--outputs/stress_depth3_w64_T50_s20_N64/compressed_operator_rows.csv3
-rw-r--r--outputs/stress_depth3_w64_T50_s20_N64/summary.json3
-rw-r--r--outputs/stress_smoke_depth1/compressed_operator_rows.csv3
-rw-r--r--outputs/stress_smoke_depth1/summary.json3
-rw-r--r--outputs/stress_smoke_depth3/compressed_operator_rows.csv3
-rw-r--r--outputs/stress_smoke_depth3/summary.json3
-rw-r--r--outputs/teacher_test_gap_sgd_T8000/bp_fa_test_mse_vs_width.png3
-rw-r--r--outputs/teacher_test_gap_sgd_T8000/bp_fa_train_mse_vs_width.png3
-rw-r--r--outputs/teacher_test_gap_sgd_T8000/capacity_terms_vs_width.png3
-rw-r--r--outputs/teacher_test_gap_sgd_T8000/gap_vs_redundancy_score.png3
-rw-r--r--outputs/teacher_test_gap_sgd_T8000/gap_vs_width.png3
-rw-r--r--outputs/teacher_test_gap_sgd_T8000/runs.csv3
-rw-r--r--outputs/teacher_test_gap_sgd_T8000/runs.partial.csv3
-rw-r--r--outputs/teacher_test_gap_sgd_T8000/summary.json3
-rw-r--r--outputs/teacher_test_gap_sgd_T8000/teacher_train_vs_test_gap.png3
-rw-r--r--outputs/teacher_test_gap_sgd_T8000/train_gap_trajectory_distribution_vs_fa_margin.png3
-rw-r--r--outputs/teacher_test_gap_sgd_T8000/train_gap_vs_fa_capacity_margin.png3
-rw-r--r--outputs/teacher_test_gap_sgd_T8000/train_gap_vs_width.png3
-rw-r--r--outputs/teacher_test_gap_sgd_T8000/train_mse_trajectory_distribution.png3
-rw-r--r--outputs/teacher_test_gap_sgd_T8000/width_summary.csv3
-rw-r--r--outputs/teacher_test_gap_sgd_T8000/width_summary.partial.csv3
-rw-r--r--outputs/trajectory_ensemble/architecture_summary.csv3
-rw-r--r--outputs/trajectory_ensemble/correlations.csv3
-rw-r--r--outputs/trajectory_ensemble/gap_by_architecture.png3
-rw-r--r--outputs/trajectory_ensemble/gap_vs_final_capacity.png3
-rw-r--r--outputs/trajectory_ensemble/gap_vs_final_hidden_cosine.png3
-rw-r--r--outputs/trajectory_ensemble/gap_vs_final_q_mean.png3
-rw-r--r--outputs/trajectory_ensemble/run_summary.csv3
-rw-r--r--outputs/trajectory_ensemble/summary.json3
-rw-r--r--outputs/trajectory_ensemble/trajectories.csv3
-rw-r--r--outputs/trajectory_gap_distribution/gap_cdf_overlay.png3
-rw-r--r--outputs/trajectory_gap_distribution/gap_distribution.csv3
-rw-r--r--outputs/trajectory_gap_distribution/gap_histogram_moment_matched.png3
-rw-r--r--outputs/trajectory_gap_distribution/gap_histogram_overlay.png3
-rw-r--r--outputs/trajectory_gap_distribution/gap_qq_plot.png3
-rw-r--r--outputs/trajectory_gap_distribution/gap_standardized_qq_plot.png3
-rw-r--r--outputs/trajectory_gap_distribution/h16x16_1000/gap_cdf_overlay.png3
-rw-r--r--outputs/trajectory_gap_distribution/h16x16_1000/gap_distribution.csv3
-rw-r--r--outputs/trajectory_gap_distribution/h16x16_1000/gap_histogram_moment_matched.png3
-rw-r--r--outputs/trajectory_gap_distribution/h16x16_1000/gap_histogram_overlay.png3
-rw-r--r--outputs/trajectory_gap_distribution/h16x16_1000/gap_qq_plot.png3
-rw-r--r--outputs/trajectory_gap_distribution/h16x16_1000/gap_standardized_qq_plot.png3
-rw-r--r--outputs/trajectory_gap_distribution/h16x16_1000/paired_gap_scatter.png3
-rw-r--r--outputs/trajectory_gap_distribution/h16x16_1000/summary.csv3
-rw-r--r--outputs/trajectory_gap_distribution/h16x16_1000/summary.json3
-rw-r--r--outputs/trajectory_gap_distribution/h24x24_500/gap_cdf_overlay.png3
-rw-r--r--outputs/trajectory_gap_distribution/h24x24_500/gap_distribution.csv3
-rw-r--r--outputs/trajectory_gap_distribution/h24x24_500/gap_histogram_moment_matched.png3
-rw-r--r--outputs/trajectory_gap_distribution/h24x24_500/gap_histogram_overlay.png3
-rw-r--r--outputs/trajectory_gap_distribution/h24x24_500/gap_qq_plot.png3
-rw-r--r--outputs/trajectory_gap_distribution/h24x24_500/gap_standardized_qq_plot.png3
-rw-r--r--outputs/trajectory_gap_distribution/h24x24_500/paired_gap_scatter.png3
-rw-r--r--outputs/trajectory_gap_distribution/h24x24_500/summary.csv3
-rw-r--r--outputs/trajectory_gap_distribution/h24x24_500/summary.json3
-rw-r--r--outputs/trajectory_gap_distribution/paired_gap_scatter.png3
-rw-r--r--outputs/trajectory_gap_distribution/summary.csv3
-rw-r--r--outputs/trajectory_gap_distribution/summary.json3
-rw-r--r--outputs/trajectory_mlp_fa/gradient_cosine_curves.png3
-rw-r--r--outputs/trajectory_mlp_fa/hidden_gradient_cosine_curves.png3
-rw-r--r--outputs/trajectory_mlp_fa/layer_metrics.csv3
-rw-r--r--outputs/trajectory_mlp_fa/loss_curves.png3
-rw-r--r--outputs/trajectory_mlp_fa/q_alignment_curves.png3
-rw-r--r--outputs/trajectory_mlp_fa/summary.csv3
-rw-r--r--outputs/trajectory_mlp_fa/summary.json3
-rw-r--r--outputs/trajectory_mlp_fa/trajectories.csv3
851 files changed, 2569 insertions, 6 deletions
diff --git a/.gitattributes b/.gitattributes
new file mode 100644
index 0000000..2ba607f
--- /dev/null
+++ b/.gitattributes
@@ -0,0 +1,2 @@
+data/** filter=lfs diff=lfs merge=lfs -text
+outputs/** filter=lfs diff=lfs merge=lfs -text
diff --git a/.gitignore b/.gitignore
index 148c1cd..4e69a0f 100644
--- a/.gitignore
+++ b/.gitignore
@@ -16,9 +16,8 @@ env/
# Jupyter
.ipynb_checkpoints/
-# Experiment outputs
+# Experiment outputs (outputs/ is synchronized through Git LFS)
runs/
-outputs/
artifacts/
checkpoints/
wandb/
@@ -27,8 +26,7 @@ tensorboard/
# Local literature scratch files
notes/lit_pdfs/
-# Data
-data/
+# Data (data/ is synchronized through Git LFS)
datasets/
# OS and editor files
diff --git a/README.md b/README.md
index 2bdd779..576cfaf 100644
--- a/README.md
+++ b/README.md
@@ -26,8 +26,9 @@ FA and DFA; finite-time analysis and experiments focus on FA. Target venue:
(runs). `notes/README.md` indexes all 43 notes with status.
- `scripts/` — all experiments (python, float64, CPU; deterministic seeds).
`scripts/README.md` has the status table and recipes.
-- `outputs/` — gitignored, regenerable. Paper-grade runs are exactly those in
- `notes/40_reproduction_manifest.md`; the rest is exploratory history.
+- `data/` and `outputs/` — synchronized through Git LFS. Paper-grade runs are
+ exactly those in `notes/40_reproduction_manifest.md`; the rest is
+ exploratory history.
- `paper/` — AAAI-27 scaffolding (`main.tex` needs AuthorKit 27;
`preview.tex` compiles standalone via tectonic). `body.tex` is being
rewritten from the evidence ledger.
@@ -38,3 +39,21 @@ FA and DFA; finite-time analysis and experiments focus on FA. Target venue:
pip install -r requirements.txt # numpy scipy matplotlib torch (+ torchvision for MNIST)
python scripts/real_data_validation.py --self-test # sanity: kernels vs autograd
```
+
+## Synchronizing data and experiment outputs
+
+Install Git LFS once on each machine, then pull the repository and its data:
+
+```bash
+git lfs install
+git pull
+git lfs pull
+```
+
+After producing new data or results, publish a new snapshot with:
+
+```bash
+git add data outputs
+git commit -m "Update experiment data"
+git push
+```
diff --git a/data/MNIST/raw/t10k-images-idx3-ubyte b/data/MNIST/raw/t10k-images-idx3-ubyte
new file mode 100644
index 0000000..d026deb
--- /dev/null
+++ b/data/MNIST/raw/t10k-images-idx3-ubyte
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0fa7898d509279e482958e8ce81c8e77db3f2f8254e26661ceb7762c4d494ce7
+size 7840016
diff --git a/data/MNIST/raw/t10k-images-idx3-ubyte.gz b/data/MNIST/raw/t10k-images-idx3-ubyte.gz
new file mode 100644
index 0000000..aa17dfe
--- /dev/null
+++ b/data/MNIST/raw/t10k-images-idx3-ubyte.gz
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8d422c7b0a1c1c79245a5bcf07fe86e33eeafee792b84584aec276f5a2dbc4e6
+size 1648877
diff --git a/data/MNIST/raw/t10k-labels-idx1-ubyte b/data/MNIST/raw/t10k-labels-idx1-ubyte
new file mode 100644
index 0000000..c986785
--- /dev/null
+++ b/data/MNIST/raw/t10k-labels-idx1-ubyte
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ff7bcfd416de33731a308c3f266cc351222c34898ecbeaf847f06e48f7ec33f2
+size 10008
diff --git a/data/MNIST/raw/t10k-labels-idx1-ubyte.gz b/data/MNIST/raw/t10k-labels-idx1-ubyte.gz
new file mode 100644
index 0000000..d1995be
--- /dev/null
+++ b/data/MNIST/raw/t10k-labels-idx1-ubyte.gz
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f7ae60f92e00ec6debd23a6088c31dbd2371eca3ffa0defaefb259924204aec6
+size 4542
diff --git a/data/MNIST/raw/train-images-idx3-ubyte b/data/MNIST/raw/train-images-idx3-ubyte
new file mode 100644
index 0000000..6f2c0cd
--- /dev/null
+++ b/data/MNIST/raw/train-images-idx3-ubyte
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ba891046e6505d7aadcbbe25680a0738ad16aec93bde7f9b65e87a2fc25776db
+size 47040016
diff --git a/data/MNIST/raw/train-images-idx3-ubyte.gz b/data/MNIST/raw/train-images-idx3-ubyte.gz
new file mode 100644
index 0000000..9e9852c
--- /dev/null
+++ b/data/MNIST/raw/train-images-idx3-ubyte.gz
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:440fcabf73cc546fa21475e81ea370265605f56be210a4024d2ca8f203523609
+size 9912422
diff --git a/data/MNIST/raw/train-labels-idx1-ubyte b/data/MNIST/raw/train-labels-idx1-ubyte
new file mode 100644
index 0000000..6af1a13
--- /dev/null
+++ b/data/MNIST/raw/train-labels-idx1-ubyte
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:65a50cbbf4e906d70832878ad85ccda5333a97f0f4c3dd2ef09a8a9eef7101c5
+size 60008
diff --git a/data/MNIST/raw/train-labels-idx1-ubyte.gz b/data/MNIST/raw/train-labels-idx1-ubyte.gz
new file mode 100644
index 0000000..a7ebf9b
--- /dev/null
+++ b/data/MNIST/raw/train-labels-idx1-ubyte.gz
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3552534a0a558bbed6aed32b30c495cca23d567ec52cac8be1a0730e8010255c
+size 28881
diff --git a/outputs/aaai_depth_experiments/finite_gap_by_depth_width.png b/outputs/aaai_depth_experiments/finite_gap_by_depth_width.png
new file mode 100644
index 0000000..752089e
--- /dev/null
+++ b/outputs/aaai_depth_experiments/finite_gap_by_depth_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2af9f7ea908d48bf483eba911c4e99785bec4bc1438326f37c17d0a4f721b549
+size 82108
diff --git a/outputs/aaai_depth_experiments/finite_time_metrics.csv b/outputs/aaai_depth_experiments/finite_time_metrics.csv
new file mode 100644
index 0000000..410b894
--- /dev/null
+++ b/outputs/aaai_depth_experiments/finite_time_metrics.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f5d6031ed02b5afb73c6289db19a40a27f7ed1a2f2083a8ac43af099e2f09a9b
+size 5687
diff --git a/outputs/aaai_depth_experiments/finite_time_rows.csv b/outputs/aaai_depth_experiments/finite_time_rows.csv
new file mode 100644
index 0000000..f523b97
--- /dev/null
+++ b/outputs/aaai_depth_experiments/finite_time_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ac03c8b72490d5de9d9779a115dc7f2a6a2093e245d29ea911121555da6634b6
+size 111854
diff --git a/outputs/aaai_depth_experiments/initial_deficit_calibration.png b/outputs/aaai_depth_experiments/initial_deficit_calibration.png
new file mode 100644
index 0000000..0c652bc
--- /dev/null
+++ b/outputs/aaai_depth_experiments/initial_deficit_calibration.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bda458eeca763715f8ebb3f09a508ce57e807dbc34bab342aea8aca4db5f2ee3
+size 88482
diff --git a/outputs/aaai_depth_experiments/initialization_rows.csv b/outputs/aaai_depth_experiments/initialization_rows.csv
new file mode 100644
index 0000000..b1a8141
--- /dev/null
+++ b/outputs/aaai_depth_experiments/initialization_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4142836cac34df621b7bdf5cb18a920e60e13828a08b4f3affadf859e55d4391
+size 9718
diff --git a/outputs/aaai_depth_experiments/mismatch_vs_cost_by_depth.csv b/outputs/aaai_depth_experiments/mismatch_vs_cost_by_depth.csv
new file mode 100644
index 0000000..30dc884
--- /dev/null
+++ b/outputs/aaai_depth_experiments/mismatch_vs_cost_by_depth.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:843fc009a709380d870e979e4bc55e88bb2642378dba89120353181dfad5a66a
+size 523
diff --git a/outputs/aaai_depth_experiments/mismatch_vs_cost_by_depth.png b/outputs/aaai_depth_experiments/mismatch_vs_cost_by_depth.png
new file mode 100644
index 0000000..d3d9d97
--- /dev/null
+++ b/outputs/aaai_depth_experiments/mismatch_vs_cost_by_depth.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:789b36edfa4ff4a9e1be9536cb1e221ec93a5f6db9470d1889e6412ad8b6cba7
+size 116823
diff --git a/outputs/aaai_depth_experiments/predictor_mae_by_depth.png b/outputs/aaai_depth_experiments/predictor_mae_by_depth.png
new file mode 100644
index 0000000..a4e097b
--- /dev/null
+++ b/outputs/aaai_depth_experiments/predictor_mae_by_depth.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0c513ec84b0144119ae4747c9995ff95def0e88a5b33cfe93e71e099c64b4a6a
+size 89277
diff --git a/outputs/aaai_depth_experiments/summary.json b/outputs/aaai_depth_experiments/summary.json
new file mode 100644
index 0000000..f9f66b1
--- /dev/null
+++ b/outputs/aaai_depth_experiments/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:593fc26f934fdc47433bca5b3484897f80269cf142d66f188ed1b1f4538910a7
+size 1493
diff --git a/outputs/aaai_main_figures/figure1_mismatch_vs_initial_cost.pdf b/outputs/aaai_main_figures/figure1_mismatch_vs_initial_cost.pdf
new file mode 100644
index 0000000..8756d55
--- /dev/null
+++ b/outputs/aaai_main_figures/figure1_mismatch_vs_initial_cost.pdf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:34e99abbe14888510fa3ebb493a96eafefe986c025dc381c277feba9a5f24ef6
+size 43274
diff --git a/outputs/aaai_main_figures/figure1_mismatch_vs_initial_cost.png b/outputs/aaai_main_figures/figure1_mismatch_vs_initial_cost.png
new file mode 100644
index 0000000..4ffd75c
--- /dev/null
+++ b/outputs/aaai_main_figures/figure1_mismatch_vs_initial_cost.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7da546dc36c0b848dba4c9a257a5d3fc71b3d7515c3096051d1881e280b77c24
+size 265670
diff --git a/outputs/aaai_main_figures/figure2_training_dynamics.pdf b/outputs/aaai_main_figures/figure2_training_dynamics.pdf
new file mode 100644
index 0000000..9cea400
--- /dev/null
+++ b/outputs/aaai_main_figures/figure2_training_dynamics.pdf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9e5bac2d753b37a8ca36fc09840b3580ab7a5a4be6a43334a0ac1ff7af2b4e28
+size 143003
diff --git a/outputs/aaai_main_figures/figure2_training_dynamics.png b/outputs/aaai_main_figures/figure2_training_dynamics.png
new file mode 100644
index 0000000..7d12880
--- /dev/null
+++ b/outputs/aaai_main_figures/figure2_training_dynamics.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5a68e4d3af140a193641e6ba9f26362c7ffd78b418d2605eb25e8e62884e3fcc
+size 314052
diff --git a/outputs/actual_fa_initial_erosion_distribution/e0_distribution_moment_calibration.png b/outputs/actual_fa_initial_erosion_distribution/e0_distribution_moment_calibration.png
new file mode 100644
index 0000000..b7ca6f8
--- /dev/null
+++ b/outputs/actual_fa_initial_erosion_distribution/e0_distribution_moment_calibration.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:14b4ecd5b85beabc983387137364438e527649004699461c0fe73da883dda4e6
+size 101349
diff --git a/outputs/actual_fa_initial_erosion_distribution/e0_distribution_rows.csv b/outputs/actual_fa_initial_erosion_distribution/e0_distribution_rows.csv
new file mode 100644
index 0000000..6d5bc1a
--- /dev/null
+++ b/outputs/actual_fa_initial_erosion_distribution/e0_distribution_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:27642716ef21074ea43aa5d9d025b5245787ee7cffd8910763d7ac1c2101ef3e
+size 3273
diff --git a/outputs/actual_fa_initial_erosion_distribution/e0_distribution_theory_vs_empirical.png b/outputs/actual_fa_initial_erosion_distribution/e0_distribution_theory_vs_empirical.png
new file mode 100644
index 0000000..afafeb3
--- /dev/null
+++ b/outputs/actual_fa_initial_erosion_distribution/e0_distribution_theory_vs_empirical.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e50260733b4a8fbcf70b42241a59d123ead618c1a220b5496d6a3795ae2ed6d6
+size 225509
diff --git a/outputs/actual_fa_initial_erosion_distribution_pre_fix_backup/e0_distribution_moment_calibration.png b/outputs/actual_fa_initial_erosion_distribution_pre_fix_backup/e0_distribution_moment_calibration.png
new file mode 100644
index 0000000..b7ca6f8
--- /dev/null
+++ b/outputs/actual_fa_initial_erosion_distribution_pre_fix_backup/e0_distribution_moment_calibration.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:14b4ecd5b85beabc983387137364438e527649004699461c0fe73da883dda4e6
+size 101349
diff --git a/outputs/actual_fa_initial_erosion_distribution_pre_fix_backup/e0_distribution_rows.csv b/outputs/actual_fa_initial_erosion_distribution_pre_fix_backup/e0_distribution_rows.csv
new file mode 100644
index 0000000..b925b33
--- /dev/null
+++ b/outputs/actual_fa_initial_erosion_distribution_pre_fix_backup/e0_distribution_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c3c01142a2a4585b2f1e80dd94d33c7f300826c61708bb3345efba6fec384069
+size 2981
diff --git a/outputs/actual_fa_initial_erosion_distribution_pre_fix_backup/e0_distribution_theory_vs_empirical.png b/outputs/actual_fa_initial_erosion_distribution_pre_fix_backup/e0_distribution_theory_vs_empirical.png
new file mode 100644
index 0000000..afafeb3
--- /dev/null
+++ b/outputs/actual_fa_initial_erosion_distribution_pre_fix_backup/e0_distribution_theory_vs_empirical.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e50260733b4a8fbcf70b42241a59d123ead618c1a220b5496d6a3795ae2ed6d6
+size 225509
diff --git a/outputs/actual_fa_initial_operator_moments/initial_erosion_histograms.png b/outputs/actual_fa_initial_operator_moments/initial_erosion_histograms.png
new file mode 100644
index 0000000..7df68d7
--- /dev/null
+++ b/outputs/actual_fa_initial_operator_moments/initial_erosion_histograms.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0b4f2a28cb7ae380a36264e9a2e44e7fff7f9e3bc4d0ad5af5e2529f0be7cc23
+size 103558
diff --git a/outputs/actual_fa_initial_operator_moments/initial_erosion_mean_error_by_width.png b/outputs/actual_fa_initial_operator_moments/initial_erosion_mean_error_by_width.png
new file mode 100644
index 0000000..e6e8d1e
--- /dev/null
+++ b/outputs/actual_fa_initial_operator_moments/initial_erosion_mean_error_by_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:052bbba687c39a298b79c1f42c6751ee8599d6f938c23afdf37722cefa1ed81b
+size 59384
diff --git a/outputs/actual_fa_initial_operator_moments/initial_operator_moment_rows.csv b/outputs/actual_fa_initial_operator_moments/initial_operator_moment_rows.csv
new file mode 100644
index 0000000..7d65543
--- /dev/null
+++ b/outputs/actual_fa_initial_operator_moments/initial_operator_moment_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:83d220b52862eff6c50b2e7a2184493959e906d464a5525855b66ee96b3c4ebf
+size 6889
diff --git a/outputs/actual_fa_initial_operator_moments/predicted_vs_empirical_initial_erosion_mean.png b/outputs/actual_fa_initial_operator_moments/predicted_vs_empirical_initial_erosion_mean.png
new file mode 100644
index 0000000..b727206
--- /dev/null
+++ b/outputs/actual_fa_initial_operator_moments/predicted_vs_empirical_initial_erosion_mean.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fd60731c73b6c8a7353033d92508a2e21093eff41a24e7968975186a8c418686
+size 93726
diff --git a/outputs/capacity_empirical_validation/capacity_tails.csv b/outputs/capacity_empirical_validation/capacity_tails.csv
new file mode 100644
index 0000000..9a8dc65
--- /dev/null
+++ b/outputs/capacity_empirical_validation/capacity_tails.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:24a269d1e3cdb32e6175242a2926cf2140ca1aa6af6c4fab6233533b05bfb48d
+size 13134
diff --git a/outputs/capacity_empirical_validation/chance_capacity_empirical_vs_theory.png b/outputs/capacity_empirical_validation/chance_capacity_empirical_vs_theory.png
new file mode 100644
index 0000000..d63602f
--- /dev/null
+++ b/outputs/capacity_empirical_validation/chance_capacity_empirical_vs_theory.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:98083016d7a60e6bd8251fce2693942961b497e5ec240dfaaafae5f4ca82abc9
+size 70985
diff --git a/outputs/capacity_empirical_validation/distribution_summary.csv b/outputs/capacity_empirical_validation/distribution_summary.csv
new file mode 100644
index 0000000..4c08b43
--- /dev/null
+++ b/outputs/capacity_empirical_validation/distribution_summary.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5e49ebd39dcf754a96683faa55e6ffdfe55d198592ab23486c9e60384406fade
+size 2006
diff --git a/outputs/capacity_empirical_validation/ks_by_dimension.png b/outputs/capacity_empirical_validation/ks_by_dimension.png
new file mode 100644
index 0000000..e6ecbfe
--- /dev/null
+++ b/outputs/capacity_empirical_validation/ks_by_dimension.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d6a8917d27b85df3b3149096774dda8d1ba82440c7643713d85fa31daaab7ca9
+size 76401
diff --git a/outputs/capacity_empirical_validation/multilayer_capacity.csv b/outputs/capacity_empirical_validation/multilayer_capacity.csv
new file mode 100644
index 0000000..425b6d6
--- /dev/null
+++ b/outputs/capacity_empirical_validation/multilayer_capacity.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7e561754527d406264f4c7abe89a05bde9e519e683a6a6365991ca2b499ae3f1
+size 9548
diff --git a/outputs/capacity_empirical_validation/multilayer_capacity_empirical_vs_theory.png b/outputs/capacity_empirical_validation/multilayer_capacity_empirical_vs_theory.png
new file mode 100644
index 0000000..b8ae04e
--- /dev/null
+++ b/outputs/capacity_empirical_validation/multilayer_capacity_empirical_vs_theory.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:595d88c8ccc51fdecc0c7051be2a4d06638a685ac330e6b26c7f28d7999e3485
+size 69616
diff --git a/outputs/capacity_empirical_validation/summary.json b/outputs/capacity_empirical_validation/summary.json
new file mode 100644
index 0000000..d7c38ca
--- /dev/null
+++ b/outputs/capacity_empirical_validation/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:843e0cc06a705990aa26ef15abf2965ace6f689c654382565c9056e4c5d1da28
+size 74663
diff --git a/outputs/capacity_scaling/chance_scaling.png b/outputs/capacity_scaling/chance_scaling.png
new file mode 100644
index 0000000..232c0b8
--- /dev/null
+++ b/outputs/capacity_scaling/chance_scaling.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a6743b548900ffb8542040caaf59f37a261b40226c199a5c7f4f29a717be762e
+size 71629
diff --git a/outputs/capacity_scaling/fixed_scaling.png b/outputs/capacity_scaling/fixed_scaling.png
new file mode 100644
index 0000000..b0b5ab5
--- /dev/null
+++ b/outputs/capacity_scaling/fixed_scaling.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2abe8000bda5dbc3225aae77c8e4fa6bc5a6e78b501fcaa28b8b9063203bf75b
+size 78675
diff --git a/outputs/capacity_scaling/scaling.csv b/outputs/capacity_scaling/scaling.csv
new file mode 100644
index 0000000..8cccfbe
--- /dev/null
+++ b/outputs/capacity_scaling/scaling.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:98887788ae33b84f9e059f4941c76e6b9024ba506b89c73c73f228c1e7f1205a
+size 2883
diff --git a/outputs/capacity_scaling/scaling.json b/outputs/capacity_scaling/scaling.json
new file mode 100644
index 0000000..548c9bc
--- /dev/null
+++ b/outputs/capacity_scaling/scaling.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:604203186a5c19bf4b0bd13c1d4ee1d521eff526f842d15bcf3d714afa3cca10
+size 10513
diff --git a/outputs/closed_form_soft_ramp/closed_form_per_seed.csv b/outputs/closed_form_soft_ramp/closed_form_per_seed.csv
new file mode 100644
index 0000000..e94180f
--- /dev/null
+++ b/outputs/closed_form_soft_ramp/closed_form_per_seed.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bb141b339003910e655db32eafee1eb20c50399153c201208163400cbf9288e5
+size 4057
diff --git a/outputs/closed_form_soft_ramp/closed_form_vs_measured.csv b/outputs/closed_form_soft_ramp/closed_form_vs_measured.csv
new file mode 100644
index 0000000..e3c2e7c
--- /dev/null
+++ b/outputs/closed_form_soft_ramp/closed_form_vs_measured.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0cd57cd8b6c0ae53c421ace02e162f18da7f0119330beda80fe0680f7b02b33d
+size 2665
diff --git a/outputs/closed_form_soft_ramp/closed_form_vs_measured_ramp.png b/outputs/closed_form_soft_ramp/closed_form_vs_measured_ramp.png
new file mode 100644
index 0000000..cbc3461
--- /dev/null
+++ b/outputs/closed_form_soft_ramp/closed_form_vs_measured_ramp.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d689badceb911f1226539354d982aa1b780ace37d512bee50f00ab419459ccea
+size 195304
diff --git a/outputs/closed_form_soft_ramp_pre_fix_backup/closed_form_vs_measured.csv b/outputs/closed_form_soft_ramp_pre_fix_backup/closed_form_vs_measured.csv
new file mode 100644
index 0000000..0e6d024
--- /dev/null
+++ b/outputs/closed_form_soft_ramp_pre_fix_backup/closed_form_vs_measured.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:70a3ee5104aaa9eb1c32aaf71ff5fd756adb2e7bfdc0930030f74d3ea7a6a943
+size 1092
diff --git a/outputs/closed_form_soft_ramp_pre_fix_backup/closed_form_vs_measured_ramp.png b/outputs/closed_form_soft_ramp_pre_fix_backup/closed_form_vs_measured_ramp.png
new file mode 100644
index 0000000..4eb7b14
--- /dev/null
+++ b/outputs/closed_form_soft_ramp_pre_fix_backup/closed_form_vs_measured_ramp.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:38a94aa456aefeea23f2e5c136ddfa91ebe7ba9adbc9f564c240e9035c649d98
+size 149693
diff --git a/outputs/cnn_initialization_validation/cnn_initialization_calibration.png b/outputs/cnn_initialization_validation/cnn_initialization_calibration.png
new file mode 100644
index 0000000..9b5416f
--- /dev/null
+++ b/outputs/cnn_initialization_validation/cnn_initialization_calibration.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bb0a5f95594c2986804c437dd7c99f98c0d18f614fe41680169fa9cdfd811521
+size 67216
diff --git a/outputs/cnn_initialization_validation/cnn_initialization_rows.csv b/outputs/cnn_initialization_validation/cnn_initialization_rows.csv
new file mode 100644
index 0000000..78bfb77
--- /dev/null
+++ b/outputs/cnn_initialization_validation/cnn_initialization_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1a8dfe9cb5f20beec889b381c072b92c0c080f76a1ab53925e8a04a01e3e1cea
+size 1704
diff --git a/outputs/cnn_initialization_validation/summary.json b/outputs/cnn_initialization_validation/summary.json
new file mode 100644
index 0000000..5933226
--- /dev/null
+++ b/outputs/cnn_initialization_validation/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:96a2f0ac31b8afe078f571bca3dd6648b7b8d1be44b3af9115ef22ff6c36a6dd
+size 509
diff --git a/outputs/compressed_operator_T50_width64_N128/compressed_operator_rows.csv b/outputs/compressed_operator_T50_width64_N128/compressed_operator_rows.csv
new file mode 100644
index 0000000..6603053
--- /dev/null
+++ b/outputs/compressed_operator_T50_width64_N128/compressed_operator_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0ac0875d4ea509f2458a22627230f7a06b8a21c96381ddd8f081c588a629e6d6
+size 5930
diff --git a/outputs/compressed_operator_T50_width64_N128/summary.json b/outputs/compressed_operator_T50_width64_N128/summary.json
new file mode 100644
index 0000000..a7ea89a
--- /dev/null
+++ b/outputs/compressed_operator_T50_width64_N128/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3b097624df322611e89ccc75c9a97dd7a34ccfb031759d660080216507048196
+size 15724
diff --git a/outputs/compressed_operator_T50_width64_N160/compressed_operator_rows.csv b/outputs/compressed_operator_T50_width64_N160/compressed_operator_rows.csv
new file mode 100644
index 0000000..4395c5d
--- /dev/null
+++ b/outputs/compressed_operator_T50_width64_N160/compressed_operator_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:19679cb846ee80312b5dfe3a2d622ff57896131d64e7f3986fba54fa0f2231c7
+size 5887
diff --git a/outputs/compressed_operator_T50_width64_N160/summary.json b/outputs/compressed_operator_T50_width64_N160/summary.json
new file mode 100644
index 0000000..1f9f5aa
--- /dev/null
+++ b/outputs/compressed_operator_T50_width64_N160/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:25c287b3ab88e829f345d4b13d61f5d8d3a152a7d9caedb709532bb7d00803e2
+size 15681
diff --git a/outputs/compressed_operator_T50_width64_N192/compressed_operator_rows.csv b/outputs/compressed_operator_T50_width64_N192/compressed_operator_rows.csv
new file mode 100644
index 0000000..0857ab6
--- /dev/null
+++ b/outputs/compressed_operator_T50_width64_N192/compressed_operator_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e7ce4b1ac0011fb756b9e061da28c6cd0f0460c89f41facc28d66490d17cab5b
+size 5851
diff --git a/outputs/compressed_operator_T50_width64_N192/summary.json b/outputs/compressed_operator_T50_width64_N192/summary.json
new file mode 100644
index 0000000..6d3169e
--- /dev/null
+++ b/outputs/compressed_operator_T50_width64_N192/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c3d746cdff1c891172b6f6276e37a60197a3acacdcc7a680820d499355147be6
+size 15645
diff --git a/outputs/compressed_operator_T50_width64_N224/compressed_operator_rows.csv b/outputs/compressed_operator_T50_width64_N224/compressed_operator_rows.csv
new file mode 100644
index 0000000..a3ca4aa
--- /dev/null
+++ b/outputs/compressed_operator_T50_width64_N224/compressed_operator_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a4dab3d80a56fca45e4159f5b69e7eb42344a5c10d54ea2223e219dc1777ba33
+size 5859
diff --git a/outputs/compressed_operator_T50_width64_N224/summary.json b/outputs/compressed_operator_T50_width64_N224/summary.json
new file mode 100644
index 0000000..75a16bd
--- /dev/null
+++ b/outputs/compressed_operator_T50_width64_N224/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:532787cf58a2bd131171db0a62dadc9ca13f6804e553639e4474113eca987aa4
+size 15653
diff --git a/outputs/compressed_operator_T50_width64_N256/compressed_operator_rows.csv b/outputs/compressed_operator_T50_width64_N256/compressed_operator_rows.csv
new file mode 100644
index 0000000..8f19fb8
--- /dev/null
+++ b/outputs/compressed_operator_T50_width64_N256/compressed_operator_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:469b575efb920cd4f765b01315aef8ed20e88618177f3b1b3c17f88f345b6e2f
+size 5950
diff --git a/outputs/compressed_operator_T50_width64_N256/summary.json b/outputs/compressed_operator_T50_width64_N256/summary.json
new file mode 100644
index 0000000..fd22376
--- /dev/null
+++ b/outputs/compressed_operator_T50_width64_N256/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8be0fd1badcf841e2c2fd5708721b2ba50c616fedd55e984e7aff13916280bc0
+size 15744
diff --git a/outputs/compressed_operator_T50_width64_N320/compressed_operator_rows.csv b/outputs/compressed_operator_T50_width64_N320/compressed_operator_rows.csv
new file mode 100644
index 0000000..9553a84
--- /dev/null
+++ b/outputs/compressed_operator_T50_width64_N320/compressed_operator_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:692b2e8e21ea1d6fee3cf53b3aeac650fd1cf1d8711e1e793cc93aec658380d1
+size 5904
diff --git a/outputs/compressed_operator_T50_width64_N320/summary.json b/outputs/compressed_operator_T50_width64_N320/summary.json
new file mode 100644
index 0000000..9cf2550
--- /dev/null
+++ b/outputs/compressed_operator_T50_width64_N320/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:103f6975bab5380b8dd1e9620458903993456d0212bfe3cbc863f93c8f17f7af
+size 15698
diff --git a/outputs/compressed_operator_T50_width64_N64/compressed_operator_rows.csv b/outputs/compressed_operator_T50_width64_N64/compressed_operator_rows.csv
new file mode 100644
index 0000000..8ea9e4b
--- /dev/null
+++ b/outputs/compressed_operator_T50_width64_N64/compressed_operator_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e27a9416570d8f91df9cf0a64fb9bb38a7d2be182d0da7edb13fc239842305a3
+size 5755
diff --git a/outputs/compressed_operator_T50_width64_N64/summary.json b/outputs/compressed_operator_T50_width64_N64/summary.json
new file mode 100644
index 0000000..8c90660
--- /dev/null
+++ b/outputs/compressed_operator_T50_width64_N64/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8fd9936db7b81c209944aaef31be31ac30a8fdc15ba392a1e9747f01c31b9727
+size 15547
diff --git a/outputs/compressed_operator_T50_width64_N96/compressed_operator_rows.csv b/outputs/compressed_operator_T50_width64_N96/compressed_operator_rows.csv
new file mode 100644
index 0000000..3ebf796
--- /dev/null
+++ b/outputs/compressed_operator_T50_width64_N96/compressed_operator_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:81b34fa96386b5707e02cd0c3711d435ca5f1fd4196008c959da23207fc946fa
+size 5790
diff --git a/outputs/compressed_operator_T50_width64_N96/summary.json b/outputs/compressed_operator_T50_width64_N96/summary.json
new file mode 100644
index 0000000..0379dd2
--- /dev/null
+++ b/outputs/compressed_operator_T50_width64_N96/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4cc597cd9ca2cd298a263ea00321af9a5acf37068c08df7c95c96ad8dcc89b0b
+size 15582
diff --git a/outputs/compressed_operator_retangent_T50_width64_N128/compressed_operator_rows.csv b/outputs/compressed_operator_retangent_T50_width64_N128/compressed_operator_rows.csv
new file mode 100644
index 0000000..51c1ad6
--- /dev/null
+++ b/outputs/compressed_operator_retangent_T50_width64_N128/compressed_operator_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6f831d85769433e1cbaa8602410adec57f1bcd5c6e8d5699c1b970636bf2ff82
+size 9819
diff --git a/outputs/compressed_operator_retangent_T50_width64_N128/summary.json b/outputs/compressed_operator_retangent_T50_width64_N128/summary.json
new file mode 100644
index 0000000..ae9fd7c
--- /dev/null
+++ b/outputs/compressed_operator_retangent_T50_width64_N128/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7db9c09e3671bed013bcc655a283c99a5f7b20b31f3af7d020308df707b3215b
+size 24489
diff --git a/outputs/compressed_operator_retangent_T50_width64_N160/compressed_operator_rows.csv b/outputs/compressed_operator_retangent_T50_width64_N160/compressed_operator_rows.csv
new file mode 100644
index 0000000..3ea5db9
--- /dev/null
+++ b/outputs/compressed_operator_retangent_T50_width64_N160/compressed_operator_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8c454ff02c28269209e4a9e6618aaa32fe49070dbf9b3826c327f64f284080f9
+size 9819
diff --git a/outputs/compressed_operator_retangent_T50_width64_N160/summary.json b/outputs/compressed_operator_retangent_T50_width64_N160/summary.json
new file mode 100644
index 0000000..93b5537
--- /dev/null
+++ b/outputs/compressed_operator_retangent_T50_width64_N160/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:24246c139e03aa208e4a8db2c05b34c8e3c54eff175b977956c49bf7fcfb8d1d
+size 24489
diff --git a/outputs/compressed_operator_retangent_T50_width64_N192/compressed_operator_rows.csv b/outputs/compressed_operator_retangent_T50_width64_N192/compressed_operator_rows.csv
new file mode 100644
index 0000000..d38827c
--- /dev/null
+++ b/outputs/compressed_operator_retangent_T50_width64_N192/compressed_operator_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1abef43a42fd1ac01af2bd6d811540f17c340823a45c48b746ca94cc9dd9828f
+size 9858
diff --git a/outputs/compressed_operator_retangent_T50_width64_N192/summary.json b/outputs/compressed_operator_retangent_T50_width64_N192/summary.json
new file mode 100644
index 0000000..fdca184
--- /dev/null
+++ b/outputs/compressed_operator_retangent_T50_width64_N192/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2e41bf79837505d33523c58a8173e086b52a2801acbc25591f0fcb72b7b5be4e
+size 24528
diff --git a/outputs/compressed_operator_retangent_T50_width64_N224/compressed_operator_rows.csv b/outputs/compressed_operator_retangent_T50_width64_N224/compressed_operator_rows.csv
new file mode 100644
index 0000000..21c53c8
--- /dev/null
+++ b/outputs/compressed_operator_retangent_T50_width64_N224/compressed_operator_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:147c2dc4a10ab7987e4ed2ba4edec9dde88991fb4ae7bf69585285eebf25228e
+size 9823
diff --git a/outputs/compressed_operator_retangent_T50_width64_N224/summary.json b/outputs/compressed_operator_retangent_T50_width64_N224/summary.json
new file mode 100644
index 0000000..aad2f3c
--- /dev/null
+++ b/outputs/compressed_operator_retangent_T50_width64_N224/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7df2f6754123fec23b6541ae5c9584354e69091e4debe5338e5f5676e08fcf9e
+size 24493
diff --git a/outputs/compressed_operator_retangent_T50_width64_N256/compressed_operator_rows.csv b/outputs/compressed_operator_retangent_T50_width64_N256/compressed_operator_rows.csv
new file mode 100644
index 0000000..36baedd
--- /dev/null
+++ b/outputs/compressed_operator_retangent_T50_width64_N256/compressed_operator_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:23cf35bc134aa581ee7f61b1761f53cd0c6aba4df057bcefa4400e19411b4a20
+size 9881
diff --git a/outputs/compressed_operator_retangent_T50_width64_N256/summary.json b/outputs/compressed_operator_retangent_T50_width64_N256/summary.json
new file mode 100644
index 0000000..444a270
--- /dev/null
+++ b/outputs/compressed_operator_retangent_T50_width64_N256/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ab26eb9e3243e0defd9df1779b4b4214ab01433ec5b2f19ceb94ec3c68cc86e1
+size 24551
diff --git a/outputs/compressed_operator_retangent_T50_width64_N320/compressed_operator_rows.csv b/outputs/compressed_operator_retangent_T50_width64_N320/compressed_operator_rows.csv
new file mode 100644
index 0000000..b891792
--- /dev/null
+++ b/outputs/compressed_operator_retangent_T50_width64_N320/compressed_operator_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:54f8db8db06190815561087e84123de1ec0c0602273f054c6ce4c1dac8c7d23f
+size 9848
diff --git a/outputs/compressed_operator_retangent_T50_width64_N320/summary.json b/outputs/compressed_operator_retangent_T50_width64_N320/summary.json
new file mode 100644
index 0000000..a644861
--- /dev/null
+++ b/outputs/compressed_operator_retangent_T50_width64_N320/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:10fff0f82f0d7c3e3b19c3e12bede98ea1814bdbd6fbb3ceed69996ff0390d4b
+size 24518
diff --git a/outputs/compressed_operator_retangent_T50_width64_N64/compressed_operator_rows.csv b/outputs/compressed_operator_retangent_T50_width64_N64/compressed_operator_rows.csv
new file mode 100644
index 0000000..2cd7d29
--- /dev/null
+++ b/outputs/compressed_operator_retangent_T50_width64_N64/compressed_operator_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:93c55890c63e328b62cde0c0aaa1ac8f19f4726e7983ba286be60a5f6da28468
+size 9787
diff --git a/outputs/compressed_operator_retangent_T50_width64_N64/summary.json b/outputs/compressed_operator_retangent_T50_width64_N64/summary.json
new file mode 100644
index 0000000..b736f8a
--- /dev/null
+++ b/outputs/compressed_operator_retangent_T50_width64_N64/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1b23f0f1130153bac54d679707b6a981ab26452fc5b46a6a3fcb8e6ee9389b44
+size 24455
diff --git a/outputs/compressed_operator_retangent_T50_width64_N96/compressed_operator_rows.csv b/outputs/compressed_operator_retangent_T50_width64_N96/compressed_operator_rows.csv
new file mode 100644
index 0000000..b5be5c2
--- /dev/null
+++ b/outputs/compressed_operator_retangent_T50_width64_N96/compressed_operator_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:54d46a2171436f49825060803740e2ea1827574eb10d62defa4dcb226e44a9f4
+size 9785
diff --git a/outputs/compressed_operator_retangent_T50_width64_N96/summary.json b/outputs/compressed_operator_retangent_T50_width64_N96/summary.json
new file mode 100644
index 0000000..f99d257
--- /dev/null
+++ b/outputs/compressed_operator_retangent_T50_width64_N96/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:778dee6d7d26ff1d794a1e79b27af034a62312c4b3106516d087dd08508bf30c
+size 24453
diff --git a/outputs/compressed_operator_retangent_smoke/compressed_operator_rows.csv b/outputs/compressed_operator_retangent_smoke/compressed_operator_rows.csv
new file mode 100644
index 0000000..baa3e9d
--- /dev/null
+++ b/outputs/compressed_operator_retangent_smoke/compressed_operator_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c19216aea794a3deb5fc7b46979931fca732bc38513a06a08c4408fa2324a592
+size 2835
diff --git a/outputs/compressed_operator_retangent_smoke/summary.json b/outputs/compressed_operator_retangent_smoke/summary.json
new file mode 100644
index 0000000..840f1a2
--- /dev/null
+++ b/outputs/compressed_operator_retangent_smoke/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b1c4ba8007e7603f1318b592818f169341afab5757ff4590dfc54ab2e61249d5
+size 6566
diff --git a/outputs/compressed_operator_retangent_smoke_s20/compressed_operator_rows.csv b/outputs/compressed_operator_retangent_smoke_s20/compressed_operator_rows.csv
new file mode 100644
index 0000000..70512e7
--- /dev/null
+++ b/outputs/compressed_operator_retangent_smoke_s20/compressed_operator_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3f53fae170f5e5696ebcc03d2aa067bd4376eb3668c81a91fac6af11d810183f
+size 2823
diff --git a/outputs/compressed_operator_retangent_smoke_s20/summary.json b/outputs/compressed_operator_retangent_smoke_s20/summary.json
new file mode 100644
index 0000000..fa00b2b
--- /dev/null
+++ b/outputs/compressed_operator_retangent_smoke_s20/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:081a28ae68268b27c8b18772bb5f62537e7eade6f4a6912c850462ec6ba333be
+size 6560
diff --git a/outputs/compressed_operator_s20_256traj_T50_width64_N128/compressed_operator_rows.csv b/outputs/compressed_operator_s20_256traj_T50_width64_N128/compressed_operator_rows.csv
new file mode 100644
index 0000000..36d523b
--- /dev/null
+++ b/outputs/compressed_operator_s20_256traj_T50_width64_N128/compressed_operator_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7536dc97cd492bef383b8bf5882f914514c5223a3032d9741b5c9bc16ccbc886
+size 13047
diff --git a/outputs/compressed_operator_s20_256traj_T50_width64_N128/summary.json b/outputs/compressed_operator_s20_256traj_T50_width64_N128/summary.json
new file mode 100644
index 0000000..f8de770
--- /dev/null
+++ b/outputs/compressed_operator_s20_256traj_T50_width64_N128/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b371c21c74ee5ddc1c000c95eb6415b3499380b900672b498cea9d72abf8351a
+size 32556
diff --git a/outputs/compressed_operator_s20_256traj_T50_width64_N160/compressed_operator_rows.csv b/outputs/compressed_operator_s20_256traj_T50_width64_N160/compressed_operator_rows.csv
new file mode 100644
index 0000000..8804a19
--- /dev/null
+++ b/outputs/compressed_operator_s20_256traj_T50_width64_N160/compressed_operator_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:aac227f7277ceba70be905642aaedf4a035657892df39fdc70d7c35bb9bfbea4
+size 13086
diff --git a/outputs/compressed_operator_s20_256traj_T50_width64_N160/summary.json b/outputs/compressed_operator_s20_256traj_T50_width64_N160/summary.json
new file mode 100644
index 0000000..0a3b37f
--- /dev/null
+++ b/outputs/compressed_operator_s20_256traj_T50_width64_N160/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:403b4ca39bf6d00079ebba62a2413d72fb7c00ad7c97efd63a07b495746171f2
+size 32595
diff --git a/outputs/compressed_operator_s20_256traj_T50_width64_N192/compressed_operator_rows.csv b/outputs/compressed_operator_s20_256traj_T50_width64_N192/compressed_operator_rows.csv
new file mode 100644
index 0000000..94d4008
--- /dev/null
+++ b/outputs/compressed_operator_s20_256traj_T50_width64_N192/compressed_operator_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1cfe3bc1d523a0c028ab1f95ebaf97f844e262534a6b99980a408bc2eb6ed1ea
+size 13119
diff --git a/outputs/compressed_operator_s20_256traj_T50_width64_N192/summary.json b/outputs/compressed_operator_s20_256traj_T50_width64_N192/summary.json
new file mode 100644
index 0000000..66bebea
--- /dev/null
+++ b/outputs/compressed_operator_s20_256traj_T50_width64_N192/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b74aed01e8b34adbb126b8fe749a1c9c43ab4990abec5e242a6db5b26d3d32d6
+size 32628
diff --git a/outputs/compressed_operator_s20_256traj_T50_width64_N224/compressed_operator_rows.csv b/outputs/compressed_operator_s20_256traj_T50_width64_N224/compressed_operator_rows.csv
new file mode 100644
index 0000000..c4a176b
--- /dev/null
+++ b/outputs/compressed_operator_s20_256traj_T50_width64_N224/compressed_operator_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b45f10e6b4fc3302a1952a8a9874d29359ddb84de3b509121df26fba75f66c80
+size 13137
diff --git a/outputs/compressed_operator_s20_256traj_T50_width64_N224/summary.json b/outputs/compressed_operator_s20_256traj_T50_width64_N224/summary.json
new file mode 100644
index 0000000..abd8845
--- /dev/null
+++ b/outputs/compressed_operator_s20_256traj_T50_width64_N224/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ba64aa0a2d9e963933d94c862a0790d96622e6c3b5bfea12cdd122ad8533b650
+size 32646
diff --git a/outputs/compressed_operator_s20_256traj_T50_width64_N256/compressed_operator_rows.csv b/outputs/compressed_operator_s20_256traj_T50_width64_N256/compressed_operator_rows.csv
new file mode 100644
index 0000000..e86409a
--- /dev/null
+++ b/outputs/compressed_operator_s20_256traj_T50_width64_N256/compressed_operator_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a32c3b39c42ff1645b20d27a2481a8cc6144848e751a6e7e94551221164340d9
+size 13036
diff --git a/outputs/compressed_operator_s20_256traj_T50_width64_N256/summary.json b/outputs/compressed_operator_s20_256traj_T50_width64_N256/summary.json
new file mode 100644
index 0000000..34ab274
--- /dev/null
+++ b/outputs/compressed_operator_s20_256traj_T50_width64_N256/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:39a38308c61a54c52f3a0e87df93e461da18fb05986f5051d074d03a8e9f27b9
+size 32545
diff --git a/outputs/compressed_operator_s20_256traj_T50_width64_N320/compressed_operator_rows.csv b/outputs/compressed_operator_s20_256traj_T50_width64_N320/compressed_operator_rows.csv
new file mode 100644
index 0000000..9e3536d
--- /dev/null
+++ b/outputs/compressed_operator_s20_256traj_T50_width64_N320/compressed_operator_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4cf3f2bdbdeb99a0c40d0d39b929ff23431ee52e31e377dfde98b6a814d1a673
+size 13092
diff --git a/outputs/compressed_operator_s20_256traj_T50_width64_N320/summary.json b/outputs/compressed_operator_s20_256traj_T50_width64_N320/summary.json
new file mode 100644
index 0000000..9cfffa3
--- /dev/null
+++ b/outputs/compressed_operator_s20_256traj_T50_width64_N320/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0cc0a40256a7bfbf1ad116bd140a1a5dd55011dbe1b214a57ccdc17376db072b
+size 32601
diff --git a/outputs/compressed_operator_s20_256traj_T50_width64_N64/compressed_operator_rows.csv b/outputs/compressed_operator_s20_256traj_T50_width64_N64/compressed_operator_rows.csv
new file mode 100644
index 0000000..74df861
--- /dev/null
+++ b/outputs/compressed_operator_s20_256traj_T50_width64_N64/compressed_operator_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:865b0c553ed3a65d2051038068677501ea23ff76018b37561be0a101a676eae6
+size 12939
diff --git a/outputs/compressed_operator_s20_256traj_T50_width64_N64/summary.json b/outputs/compressed_operator_s20_256traj_T50_width64_N64/summary.json
new file mode 100644
index 0000000..894a52b
--- /dev/null
+++ b/outputs/compressed_operator_s20_256traj_T50_width64_N64/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:899b6c68d8f71a59f8c6145cf47ab257d5d99ea68b1494e1ce0de0a86bff8240
+size 32446
diff --git a/outputs/compressed_operator_s20_256traj_T50_width64_N96/compressed_operator_rows.csv b/outputs/compressed_operator_s20_256traj_T50_width64_N96/compressed_operator_rows.csv
new file mode 100644
index 0000000..78bf1a3
--- /dev/null
+++ b/outputs/compressed_operator_s20_256traj_T50_width64_N96/compressed_operator_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:11738240f86b0423c31ee442d17c6c34f08ef8d3d05a46730dc7370d5830fdc5
+size 13074
diff --git a/outputs/compressed_operator_s20_256traj_T50_width64_N96/summary.json b/outputs/compressed_operator_s20_256traj_T50_width64_N96/summary.json
new file mode 100644
index 0000000..2f580d4
--- /dev/null
+++ b/outputs/compressed_operator_s20_256traj_T50_width64_N96/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d55904b2d6c2babb384573def34d1ccb547fe7e41c1edf5604348f5e0a1b6298
+size 32581
diff --git a/outputs/compressed_operator_s20_256traj_T50_width64_plots/T50_s20_empirical_trajectories_only.png b/outputs/compressed_operator_s20_256traj_T50_width64_plots/T50_s20_empirical_trajectories_only.png
new file mode 100644
index 0000000..d9bf46d
--- /dev/null
+++ b/outputs/compressed_operator_s20_256traj_T50_width64_plots/T50_s20_empirical_trajectories_only.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b2ad4a2bfb413d6e9ec32249b6c5587b44c51c15a67985090e1409181f0d75b4
+size 318758
diff --git a/outputs/compressed_operator_s20_256traj_T50_width64_plots/T50_s20_prediction_error_by_margin.png b/outputs/compressed_operator_s20_256traj_T50_width64_plots/T50_s20_prediction_error_by_margin.png
new file mode 100644
index 0000000..b3cfccb
--- /dev/null
+++ b/outputs/compressed_operator_s20_256traj_T50_width64_plots/T50_s20_prediction_error_by_margin.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dcb9ff4f76397b7e800ce8d9b2ddb8587c4af39c1f29645de52952eaee60b563
+size 117728
diff --git a/outputs/compressed_operator_s20_256traj_T50_width64_plots/T50_s20_prediction_scatter.png b/outputs/compressed_operator_s20_256traj_T50_width64_plots/T50_s20_prediction_scatter.png
new file mode 100644
index 0000000..486fa2b
--- /dev/null
+++ b/outputs/compressed_operator_s20_256traj_T50_width64_plots/T50_s20_prediction_scatter.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f904d3acab2717367d22242e74cff1ec444692ffbd4e8b083d89b4c92ff85ed8
+size 143830
diff --git a/outputs/compressed_operator_s20_256traj_T50_width64_plots/T50_s20_velocity_theory_band_empirical_trajectories.png b/outputs/compressed_operator_s20_256traj_T50_width64_plots/T50_s20_velocity_theory_band_empirical_trajectories.png
new file mode 100644
index 0000000..aae705b
--- /dev/null
+++ b/outputs/compressed_operator_s20_256traj_T50_width64_plots/T50_s20_velocity_theory_band_empirical_trajectories.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bd09331dc9ece5dc5e355cfaec37409c8463616e4ed1bc103edb2ae5ebca67ba
+size 358708
diff --git a/outputs/compressed_operator_s20_256traj_T50_width64_plots/combined_rows.csv b/outputs/compressed_operator_s20_256traj_T50_width64_plots/combined_rows.csv
new file mode 100644
index 0000000..6535b6e
--- /dev/null
+++ b/outputs/compressed_operator_s20_256traj_T50_width64_plots/combined_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:617ed739c30ac298a772f0cd37058d322080556598a283cba1b84beb375b4cf3
+size 102743
diff --git a/outputs/compressed_operator_s20_256traj_T50_width64_plots/predictor_metrics.csv b/outputs/compressed_operator_s20_256traj_T50_width64_plots/predictor_metrics.csv
new file mode 100644
index 0000000..9324eed
--- /dev/null
+++ b/outputs/compressed_operator_s20_256traj_T50_width64_plots/predictor_metrics.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0e2efb8c4700992b24801c5751c887d237cb0da1df47e53411b400faaab95eea
+size 348
diff --git a/outputs/compressed_operator_smoke/compressed_operator_rows.csv b/outputs/compressed_operator_smoke/compressed_operator_rows.csv
new file mode 100644
index 0000000..eb8b138
--- /dev/null
+++ b/outputs/compressed_operator_smoke/compressed_operator_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fc51d97a4b365a9f80bb918b09b64ad75945c503eae09a71e4255cfe40984305
+size 1769
diff --git a/outputs/compressed_operator_smoke/summary.json b/outputs/compressed_operator_smoke/summary.json
new file mode 100644
index 0000000..bd4388c
--- /dev/null
+++ b/outputs/compressed_operator_smoke/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0936954afdb80d7eb1d6bb50708e8ce785e5c6e091851a42bb43a7ad0327f9b2
+size 4370
diff --git a/outputs/compressed_operator_velocity_smoke/compressed_operator_rows.csv b/outputs/compressed_operator_velocity_smoke/compressed_operator_rows.csv
new file mode 100644
index 0000000..770dcc9
--- /dev/null
+++ b/outputs/compressed_operator_velocity_smoke/compressed_operator_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fc68a5ba9e63ec86a63bb520f6743d67d569e530de5c53305300ebabccb9379f
+size 2299
diff --git a/outputs/compressed_operator_velocity_smoke/summary.json b/outputs/compressed_operator_velocity_smoke/summary.json
new file mode 100644
index 0000000..3a910c0
--- /dev/null
+++ b/outputs/compressed_operator_velocity_smoke/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4d5f0fd0524fa2196bc350a44726ba5be25feb8bd760b571d6aaf8c4c8083130
+size 5439
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N128/bp_fa_test_mse_vs_width.png b/outputs/downstream_capacity_fixed_width64_sgd_T5_N128/bp_fa_test_mse_vs_width.png
new file mode 100644
index 0000000..09cde1b
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N128/bp_fa_test_mse_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bfdbbc6bc163323a770234b29b02f46d185ebebe1c54dbb3b5b8d0ee192512ae
+size 49926
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N128/bp_fa_train_mse_vs_width.png b/outputs/downstream_capacity_fixed_width64_sgd_T5_N128/bp_fa_train_mse_vs_width.png
new file mode 100644
index 0000000..a3a885c
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N128/bp_fa_train_mse_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c01afb843d02715126c3982f8ef9c2f984dd5e27969895770254e17f829c1e71
+size 50799
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N128/capacity_terms_vs_width.png b/outputs/downstream_capacity_fixed_width64_sgd_T5_N128/capacity_terms_vs_width.png
new file mode 100644
index 0000000..40b8580
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N128/capacity_terms_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:edd5c9534d9525e401b319e6b5f61498ce8dfe146a47b70b00a0d345acdc59bd
+size 33500
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N128/gap_vs_redundancy_score.png b/outputs/downstream_capacity_fixed_width64_sgd_T5_N128/gap_vs_redundancy_score.png
new file mode 100644
index 0000000..6ae05d3
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N128/gap_vs_redundancy_score.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:73a62f0d01ce433724e44ca4cfc06697fbde9accb736ab52e85d1147177930e7
+size 44634
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N128/gap_vs_width.png b/outputs/downstream_capacity_fixed_width64_sgd_T5_N128/gap_vs_width.png
new file mode 100644
index 0000000..83ad99b
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N128/gap_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a1c262b57188b819a6bc3cebff8a7179eb1a3068784fac081af929908f4a4be2
+size 36585
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N128/runs.csv b/outputs/downstream_capacity_fixed_width64_sgd_T5_N128/runs.csv
new file mode 100644
index 0000000..5f1a4f2
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N128/runs.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:61f435c2c023c5fc866170a323536d5699aa1a0ace215f484b1dfca671704a39
+size 7447
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N128/runs.partial.csv b/outputs/downstream_capacity_fixed_width64_sgd_T5_N128/runs.partial.csv
new file mode 100644
index 0000000..5f1a4f2
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N128/runs.partial.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:61f435c2c023c5fc866170a323536d5699aa1a0ace215f484b1dfca671704a39
+size 7447
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N128/summary.json b/outputs/downstream_capacity_fixed_width64_sgd_T5_N128/summary.json
new file mode 100644
index 0000000..15fd2b4
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N128/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3283fc7cafffa8b66ec7abb889d2b7f2037ff5397c8dc54588aa9e6e259b83c2
+size 1665
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N128/train_gap_trajectory_distribution_vs_fa_margin.png b/outputs/downstream_capacity_fixed_width64_sgd_T5_N128/train_gap_trajectory_distribution_vs_fa_margin.png
new file mode 100644
index 0000000..80a47ea
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N128/train_gap_trajectory_distribution_vs_fa_margin.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7113553d99b016c1603644ea9fc64b678d1213a07cc16f4a252d1e8a4af9eab8
+size 64577
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N128/train_gap_vs_fa_capacity_margin.png b/outputs/downstream_capacity_fixed_width64_sgd_T5_N128/train_gap_vs_fa_capacity_margin.png
new file mode 100644
index 0000000..327850f
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N128/train_gap_vs_fa_capacity_margin.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e0fe00612ead791f10d4c03ebaff18c00002130bf39f9b8d6e005d244dfffc24
+size 41288
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N128/train_gap_vs_width.png b/outputs/downstream_capacity_fixed_width64_sgd_T5_N128/train_gap_vs_width.png
new file mode 100644
index 0000000..90af6d8
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N128/train_gap_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:27bd7183ff4a9527c636a3c04e55100b2ce76625ba25d6785b9aab056a7a90c4
+size 39485
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N128/train_mse_trajectory_distribution.png b/outputs/downstream_capacity_fixed_width64_sgd_T5_N128/train_mse_trajectory_distribution.png
new file mode 100644
index 0000000..a83445c
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N128/train_mse_trajectory_distribution.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b4075aab5720ec7b7842a8c2c5fe078f09aa838a7eda737d12cbd705e7b61d5f
+size 74810
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N128/width_summary.csv b/outputs/downstream_capacity_fixed_width64_sgd_T5_N128/width_summary.csv
new file mode 100644
index 0000000..c954f92
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N128/width_summary.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:72353f5d5e22086ed46a9dd405f942fa4506d136b9b160f93ece5e1e6e7ce564
+size 631
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N128/width_summary.partial.csv b/outputs/downstream_capacity_fixed_width64_sgd_T5_N128/width_summary.partial.csv
new file mode 100644
index 0000000..c954f92
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N128/width_summary.partial.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:72353f5d5e22086ed46a9dd405f942fa4506d136b9b160f93ece5e1e6e7ce564
+size 631
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N160/bp_fa_test_mse_vs_width.png b/outputs/downstream_capacity_fixed_width64_sgd_T5_N160/bp_fa_test_mse_vs_width.png
new file mode 100644
index 0000000..1837185
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N160/bp_fa_test_mse_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9fbaf9e89d965bd052fb889d975f8374404a90444c2df1fe8cfa56aa7f33ba3f
+size 53844
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N160/bp_fa_train_mse_vs_width.png b/outputs/downstream_capacity_fixed_width64_sgd_T5_N160/bp_fa_train_mse_vs_width.png
new file mode 100644
index 0000000..950aa90
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N160/bp_fa_train_mse_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f9626af830134ab8601d8668f1d43a5565f80d3f5b5fbe2fffaa0c3fa449e813
+size 53137
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N160/capacity_terms_vs_width.png b/outputs/downstream_capacity_fixed_width64_sgd_T5_N160/capacity_terms_vs_width.png
new file mode 100644
index 0000000..92bfc67
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N160/capacity_terms_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:41b343d8044dee48d7da59c70cc234a3d709e371e0c3b9e1fc6c3945f140bfe2
+size 33495
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N160/gap_vs_redundancy_score.png b/outputs/downstream_capacity_fixed_width64_sgd_T5_N160/gap_vs_redundancy_score.png
new file mode 100644
index 0000000..01393ca
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N160/gap_vs_redundancy_score.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8bfc274e69c9b66e4349c8baae400798965aa38498564ede42c036e71d7d114c
+size 46402
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N160/gap_vs_width.png b/outputs/downstream_capacity_fixed_width64_sgd_T5_N160/gap_vs_width.png
new file mode 100644
index 0000000..28c7ad1
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N160/gap_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a53267b3e6393c5d7c327bdf355aedff1e63a5c3fb3268788c9b84ea3a5bef7d
+size 38305
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N160/runs.csv b/outputs/downstream_capacity_fixed_width64_sgd_T5_N160/runs.csv
new file mode 100644
index 0000000..3e38658
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N160/runs.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3aa698359603ca88355bb18bedc866df1e2d4d5be3879c4da51fc257f64b7192
+size 7443
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N160/runs.partial.csv b/outputs/downstream_capacity_fixed_width64_sgd_T5_N160/runs.partial.csv
new file mode 100644
index 0000000..3e38658
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N160/runs.partial.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3aa698359603ca88355bb18bedc866df1e2d4d5be3879c4da51fc257f64b7192
+size 7443
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N160/summary.json b/outputs/downstream_capacity_fixed_width64_sgd_T5_N160/summary.json
new file mode 100644
index 0000000..b48c325
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N160/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ee6b44fb03c87306ca7df98f6f743c3242f1569d5ad93c8380f3ab744fc1003b
+size 1662
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N160/train_gap_trajectory_distribution_vs_fa_margin.png b/outputs/downstream_capacity_fixed_width64_sgd_T5_N160/train_gap_trajectory_distribution_vs_fa_margin.png
new file mode 100644
index 0000000..5d5f560
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N160/train_gap_trajectory_distribution_vs_fa_margin.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4193e5a2f66e6d77201abfdb208a4a8a2cce49fbaebef96e72fa55d517debeb7
+size 63339
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N160/train_gap_vs_fa_capacity_margin.png b/outputs/downstream_capacity_fixed_width64_sgd_T5_N160/train_gap_vs_fa_capacity_margin.png
new file mode 100644
index 0000000..3152a51
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N160/train_gap_vs_fa_capacity_margin.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:17bf824c39430f8fd709dae7f890540dd8cfbe9d9f6e26c3e99a877b1005fd3e
+size 40756
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N160/train_gap_vs_width.png b/outputs/downstream_capacity_fixed_width64_sgd_T5_N160/train_gap_vs_width.png
new file mode 100644
index 0000000..8afd2b3
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N160/train_gap_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1150920fc4a0cc199196693648d680d03b49159142e585718e24ca0abba82660
+size 38218
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N160/train_mse_trajectory_distribution.png b/outputs/downstream_capacity_fixed_width64_sgd_T5_N160/train_mse_trajectory_distribution.png
new file mode 100644
index 0000000..3224cfd
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N160/train_mse_trajectory_distribution.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:14eeaa0bda9a53f34ed13ff5efb4831136deffc2cdf3e3e5c93c5a8017b83990
+size 63802
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N160/width_summary.csv b/outputs/downstream_capacity_fixed_width64_sgd_T5_N160/width_summary.csv
new file mode 100644
index 0000000..25e950d
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N160/width_summary.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2f9fd9abca888fad5bb27a0a0b14d1f812f8dcbe11dcdd604d64fb9de3fd4659
+size 628
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N160/width_summary.partial.csv b/outputs/downstream_capacity_fixed_width64_sgd_T5_N160/width_summary.partial.csv
new file mode 100644
index 0000000..25e950d
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N160/width_summary.partial.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2f9fd9abca888fad5bb27a0a0b14d1f812f8dcbe11dcdd604d64fb9de3fd4659
+size 628
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N192/bp_fa_test_mse_vs_width.png b/outputs/downstream_capacity_fixed_width64_sgd_T5_N192/bp_fa_test_mse_vs_width.png
new file mode 100644
index 0000000..b674a96
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N192/bp_fa_test_mse_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e4bafe3b5e153abbc668886f05f23e0280eb149c6f5942d46e03203f515a2e4e
+size 57622
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N192/bp_fa_train_mse_vs_width.png b/outputs/downstream_capacity_fixed_width64_sgd_T5_N192/bp_fa_train_mse_vs_width.png
new file mode 100644
index 0000000..532d710
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N192/bp_fa_train_mse_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:567e81d1e76c83b1d43c0a8ea386534e0fc841c218c597e5c9f0f07555626b6f
+size 51236
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N192/capacity_terms_vs_width.png b/outputs/downstream_capacity_fixed_width64_sgd_T5_N192/capacity_terms_vs_width.png
new file mode 100644
index 0000000..8905c90
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N192/capacity_terms_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:caf9a7f7a78b61b8ab6a31af96e4eb87796f3cd6f09530a843fdff917cddec41
+size 33531
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N192/gap_vs_redundancy_score.png b/outputs/downstream_capacity_fixed_width64_sgd_T5_N192/gap_vs_redundancy_score.png
new file mode 100644
index 0000000..a8e4091
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N192/gap_vs_redundancy_score.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6affb83d7208ae01999aaaa4074634f4c61909fe314ca00ce44ee8c786c1d0bb
+size 46184
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N192/gap_vs_width.png b/outputs/downstream_capacity_fixed_width64_sgd_T5_N192/gap_vs_width.png
new file mode 100644
index 0000000..81c6e01
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N192/gap_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d533a8ecfa890eda608d8b38d3b828dce03e9771a2e99bef4216a97d118ddfe6
+size 38081
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N192/runs.csv b/outputs/downstream_capacity_fixed_width64_sgd_T5_N192/runs.csv
new file mode 100644
index 0000000..1126fa6
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N192/runs.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:04ceafe5a5a8990bb5bb24abb57b2599bef94572667f4de7496400016d8c363d
+size 7487
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N192/runs.partial.csv b/outputs/downstream_capacity_fixed_width64_sgd_T5_N192/runs.partial.csv
new file mode 100644
index 0000000..1126fa6
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N192/runs.partial.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:04ceafe5a5a8990bb5bb24abb57b2599bef94572667f4de7496400016d8c363d
+size 7487
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N192/summary.json b/outputs/downstream_capacity_fixed_width64_sgd_T5_N192/summary.json
new file mode 100644
index 0000000..62ad249
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N192/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:471dabbaf2b6564025a2ab447847692ce6b8cf923a7480ff468ed1e85c04846d
+size 1667
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N192/train_gap_trajectory_distribution_vs_fa_margin.png b/outputs/downstream_capacity_fixed_width64_sgd_T5_N192/train_gap_trajectory_distribution_vs_fa_margin.png
new file mode 100644
index 0000000..a00de72
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N192/train_gap_trajectory_distribution_vs_fa_margin.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d6524c5ff277d239d39297f591498027f4e46ba1a783e5df743594b4a1138921
+size 62736
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N192/train_gap_vs_fa_capacity_margin.png b/outputs/downstream_capacity_fixed_width64_sgd_T5_N192/train_gap_vs_fa_capacity_margin.png
new file mode 100644
index 0000000..323255b
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N192/train_gap_vs_fa_capacity_margin.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f390180ff5e37e4755bcf1e28abe76b5fe5b20311da924acdf391fb63d94cf1d
+size 41045
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N192/train_gap_vs_width.png b/outputs/downstream_capacity_fixed_width64_sgd_T5_N192/train_gap_vs_width.png
new file mode 100644
index 0000000..4dbde58
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N192/train_gap_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2b0c01c87228711501460e9ee3ebef03b40ca8c03067c84f6045fd8654610a85
+size 39374
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N192/train_mse_trajectory_distribution.png b/outputs/downstream_capacity_fixed_width64_sgd_T5_N192/train_mse_trajectory_distribution.png
new file mode 100644
index 0000000..d0c88d4
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N192/train_mse_trajectory_distribution.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:345706bb5661fb0c64c17697868df494be2cf0d0f289638fe85993a95934ce29
+size 63825
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N192/width_summary.csv b/outputs/downstream_capacity_fixed_width64_sgd_T5_N192/width_summary.csv
new file mode 100644
index 0000000..7a16298
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N192/width_summary.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:54c8ed5faa7daa0441185b3e7356f2ff0e6f47c7ed8a549ccd8f83ca12b06816
+size 633
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N192/width_summary.partial.csv b/outputs/downstream_capacity_fixed_width64_sgd_T5_N192/width_summary.partial.csv
new file mode 100644
index 0000000..7a16298
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N192/width_summary.partial.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:54c8ed5faa7daa0441185b3e7356f2ff0e6f47c7ed8a549ccd8f83ca12b06816
+size 633
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N224/bp_fa_test_mse_vs_width.png b/outputs/downstream_capacity_fixed_width64_sgd_T5_N224/bp_fa_test_mse_vs_width.png
new file mode 100644
index 0000000..31e7790
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N224/bp_fa_test_mse_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:46fcc6038a67b86b0052971c91229e713de2ec320f3b68693913c9d65b24dce0
+size 57253
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N224/bp_fa_train_mse_vs_width.png b/outputs/downstream_capacity_fixed_width64_sgd_T5_N224/bp_fa_train_mse_vs_width.png
new file mode 100644
index 0000000..e721da9
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N224/bp_fa_train_mse_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f318b7d26b520f48b0e4db346d147315b55f60495741d3aa6cd71363b7558813
+size 46964
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N224/capacity_terms_vs_width.png b/outputs/downstream_capacity_fixed_width64_sgd_T5_N224/capacity_terms_vs_width.png
new file mode 100644
index 0000000..664bf17
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N224/capacity_terms_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4287bf6bc50d4afdec3088280dcb7da841388e0c762617bdf3289482b1183a5b
+size 33447
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N224/gap_vs_redundancy_score.png b/outputs/downstream_capacity_fixed_width64_sgd_T5_N224/gap_vs_redundancy_score.png
new file mode 100644
index 0000000..1e6b677
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N224/gap_vs_redundancy_score.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:59ea59e7dbe949c7dccfc02948066e352c2240e1b899968a3ca0f4708f143c1e
+size 46337
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N224/gap_vs_width.png b/outputs/downstream_capacity_fixed_width64_sgd_T5_N224/gap_vs_width.png
new file mode 100644
index 0000000..0bd1966
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N224/gap_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e876d424fdd87352ffbd90b26064ea2ffd0a3de3b1cf3ba4cc503c17453f5912
+size 38294
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N224/runs.csv b/outputs/downstream_capacity_fixed_width64_sgd_T5_N224/runs.csv
new file mode 100644
index 0000000..d89849a
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N224/runs.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:72335e5bb844d9019f4e06503ed047cb791e2b3b6b8c5a29b0f295d84a86c9f6
+size 7436
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N224/runs.partial.csv b/outputs/downstream_capacity_fixed_width64_sgd_T5_N224/runs.partial.csv
new file mode 100644
index 0000000..d89849a
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N224/runs.partial.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:72335e5bb844d9019f4e06503ed047cb791e2b3b6b8c5a29b0f295d84a86c9f6
+size 7436
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N224/summary.json b/outputs/downstream_capacity_fixed_width64_sgd_T5_N224/summary.json
new file mode 100644
index 0000000..e2ff4e1
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N224/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1e6a74e9f51551788271af0a5489219b1399a26d419947baeb167f6a031494d3
+size 1664
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N224/train_gap_trajectory_distribution_vs_fa_margin.png b/outputs/downstream_capacity_fixed_width64_sgd_T5_N224/train_gap_trajectory_distribution_vs_fa_margin.png
new file mode 100644
index 0000000..3ac86ad
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N224/train_gap_trajectory_distribution_vs_fa_margin.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:648a3fd7b75835460e46287fd9883bf877e24933ac9e180d6318f71dc36c557d
+size 62388
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N224/train_gap_vs_fa_capacity_margin.png b/outputs/downstream_capacity_fixed_width64_sgd_T5_N224/train_gap_vs_fa_capacity_margin.png
new file mode 100644
index 0000000..7fd11e7
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N224/train_gap_vs_fa_capacity_margin.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b7ecb918eb868ef0a2316c953b2c3c8dd5b340bc71c4fca07d45b0642ae3a094
+size 40542
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N224/train_gap_vs_width.png b/outputs/downstream_capacity_fixed_width64_sgd_T5_N224/train_gap_vs_width.png
new file mode 100644
index 0000000..2aa5192
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N224/train_gap_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6a843a691b4910ad6951da04b36ab97a888d8088f9a84102f1158f0998abc643
+size 38325
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N224/train_mse_trajectory_distribution.png b/outputs/downstream_capacity_fixed_width64_sgd_T5_N224/train_mse_trajectory_distribution.png
new file mode 100644
index 0000000..5c999cd
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N224/train_mse_trajectory_distribution.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4a23d9fbaa69e7888a838d0fe0766a225a0ff93611f8278d901addf56d6ddcd5
+size 57104
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N224/width_summary.csv b/outputs/downstream_capacity_fixed_width64_sgd_T5_N224/width_summary.csv
new file mode 100644
index 0000000..9516f20
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N224/width_summary.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cd4ef0fdc3f2f019ab25a3fbd259d6667f87462538751000bf13ab44a5e65a27
+size 630
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N224/width_summary.partial.csv b/outputs/downstream_capacity_fixed_width64_sgd_T5_N224/width_summary.partial.csv
new file mode 100644
index 0000000..9516f20
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N224/width_summary.partial.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cd4ef0fdc3f2f019ab25a3fbd259d6667f87462538751000bf13ab44a5e65a27
+size 630
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N256/bp_fa_test_mse_vs_width.png b/outputs/downstream_capacity_fixed_width64_sgd_T5_N256/bp_fa_test_mse_vs_width.png
new file mode 100644
index 0000000..e2a0221
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N256/bp_fa_test_mse_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6a66190552ff2426ab31f1a60718c0ae1819b326ee5da4d921f1cee3f04d30b2
+size 51737
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N256/bp_fa_train_mse_vs_width.png b/outputs/downstream_capacity_fixed_width64_sgd_T5_N256/bp_fa_train_mse_vs_width.png
new file mode 100644
index 0000000..32536e7
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N256/bp_fa_train_mse_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6d6a34c3954e3d1bed2891d441e142c3c067492b275333c70bad48676a6e9cec
+size 50815
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N256/capacity_terms_vs_width.png b/outputs/downstream_capacity_fixed_width64_sgd_T5_N256/capacity_terms_vs_width.png
new file mode 100644
index 0000000..fb60c37
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N256/capacity_terms_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:57e6b432b40dd3a3558d230548703823a14f7144ba46d9584d20cafceeb1f413
+size 33170
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N256/gap_vs_redundancy_score.png b/outputs/downstream_capacity_fixed_width64_sgd_T5_N256/gap_vs_redundancy_score.png
new file mode 100644
index 0000000..08babfd
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N256/gap_vs_redundancy_score.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b625cf79ee0962876f06df3617d4a0fb611bf56afcd1b6e7a0561c7ca1d49be3
+size 46199
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N256/gap_vs_width.png b/outputs/downstream_capacity_fixed_width64_sgd_T5_N256/gap_vs_width.png
new file mode 100644
index 0000000..689632d
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N256/gap_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:42ed6ca55eac03ada270c3d8ca4b55cc0d6529a38dc9db0d320555a653d16456
+size 38144
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N256/runs.csv b/outputs/downstream_capacity_fixed_width64_sgd_T5_N256/runs.csv
new file mode 100644
index 0000000..68e9218
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N256/runs.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:47f2df762c7596756db3ea24d83afdfcb985e2a17e67dcfb596feb794c1fe18b
+size 7423
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N256/runs.partial.csv b/outputs/downstream_capacity_fixed_width64_sgd_T5_N256/runs.partial.csv
new file mode 100644
index 0000000..68e9218
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N256/runs.partial.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:47f2df762c7596756db3ea24d83afdfcb985e2a17e67dcfb596feb794c1fe18b
+size 7423
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N256/summary.json b/outputs/downstream_capacity_fixed_width64_sgd_T5_N256/summary.json
new file mode 100644
index 0000000..256f048
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N256/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d9ea3e65eba9a1b0f5b84d6b0f0683edece471a4e25d3dae514ee19360fe19e1
+size 1667
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N256/train_gap_trajectory_distribution_vs_fa_margin.png b/outputs/downstream_capacity_fixed_width64_sgd_T5_N256/train_gap_trajectory_distribution_vs_fa_margin.png
new file mode 100644
index 0000000..0c8b613
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N256/train_gap_trajectory_distribution_vs_fa_margin.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:43df3f0c32ee2e15c4d293253821368df0e96cc8a7fa7ba98ae7fa08459fd69e
+size 62336
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N256/train_gap_vs_fa_capacity_margin.png b/outputs/downstream_capacity_fixed_width64_sgd_T5_N256/train_gap_vs_fa_capacity_margin.png
new file mode 100644
index 0000000..f3f161a
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N256/train_gap_vs_fa_capacity_margin.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e6609201690bd902e7baefa4bb76670a754f50dc8a4b33cb5b89fdfe28766623
+size 40928
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N256/train_gap_vs_width.png b/outputs/downstream_capacity_fixed_width64_sgd_T5_N256/train_gap_vs_width.png
new file mode 100644
index 0000000..a1fe8cc
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N256/train_gap_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6700e932a97954164cee768cdc74a0bd1e60204e1b28e269e98d06ea6ec18825
+size 38367
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N256/train_mse_trajectory_distribution.png b/outputs/downstream_capacity_fixed_width64_sgd_T5_N256/train_mse_trajectory_distribution.png
new file mode 100644
index 0000000..9b593a6
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N256/train_mse_trajectory_distribution.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fb8493652c65322d6d8ed265b64469695d5d29bd1c1077491bd21eae7a51ae32
+size 72575
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N256/width_summary.csv b/outputs/downstream_capacity_fixed_width64_sgd_T5_N256/width_summary.csv
new file mode 100644
index 0000000..54e026a
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N256/width_summary.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:31060a7aa3434855252abd73544c84d329078b0f212d26dba8aff0a133e8173d
+size 633
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N256/width_summary.partial.csv b/outputs/downstream_capacity_fixed_width64_sgd_T5_N256/width_summary.partial.csv
new file mode 100644
index 0000000..54e026a
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N256/width_summary.partial.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:31060a7aa3434855252abd73544c84d329078b0f212d26dba8aff0a133e8173d
+size 633
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N320/bp_fa_test_mse_vs_width.png b/outputs/downstream_capacity_fixed_width64_sgd_T5_N320/bp_fa_test_mse_vs_width.png
new file mode 100644
index 0000000..23a02ac
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N320/bp_fa_test_mse_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:83050cd1a18f37617661788b3529559336dae16a37d0841a75f973793d8b49fd
+size 49140
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N320/bp_fa_train_mse_vs_width.png b/outputs/downstream_capacity_fixed_width64_sgd_T5_N320/bp_fa_train_mse_vs_width.png
new file mode 100644
index 0000000..aec8585
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N320/bp_fa_train_mse_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a758b8475f5849e30bdc0953319590f024f898ceb3c15ef7c8df2f3825fed949
+size 47680
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N320/capacity_terms_vs_width.png b/outputs/downstream_capacity_fixed_width64_sgd_T5_N320/capacity_terms_vs_width.png
new file mode 100644
index 0000000..5559c1f
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N320/capacity_terms_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3f7f73eac7ecd875215171950cd63d007eef3743c0844a62eb2cf52d6d0347bf
+size 33521
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N320/gap_vs_redundancy_score.png b/outputs/downstream_capacity_fixed_width64_sgd_T5_N320/gap_vs_redundancy_score.png
new file mode 100644
index 0000000..4f1d738
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N320/gap_vs_redundancy_score.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1b2d2b7a5516fe817110cf8a4433f1964bc258f892b6ed66da6f7955ed07a033
+size 40842
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N320/gap_vs_width.png b/outputs/downstream_capacity_fixed_width64_sgd_T5_N320/gap_vs_width.png
new file mode 100644
index 0000000..7843b6c
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N320/gap_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ff07ddab57ad200d505d56d042ee10fe2e7ac56247fbe8d7f9a5f8c9b9e064e8
+size 32765
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N320/runs.csv b/outputs/downstream_capacity_fixed_width64_sgd_T5_N320/runs.csv
new file mode 100644
index 0000000..15bf9c2
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N320/runs.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4407f7c9d989d84951a6c215bcb62425542db571ce8e74321d9070b6ba57bc0e
+size 7546
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N320/runs.partial.csv b/outputs/downstream_capacity_fixed_width64_sgd_T5_N320/runs.partial.csv
new file mode 100644
index 0000000..15bf9c2
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N320/runs.partial.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4407f7c9d989d84951a6c215bcb62425542db571ce8e74321d9070b6ba57bc0e
+size 7546
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N320/summary.json b/outputs/downstream_capacity_fixed_width64_sgd_T5_N320/summary.json
new file mode 100644
index 0000000..c001037
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N320/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:45f145d1a053f4aa082e2f1498f28b49d6bd5f7e683d1788d783693a9ce69ab5
+size 1672
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N320/train_gap_trajectory_distribution_vs_fa_margin.png b/outputs/downstream_capacity_fixed_width64_sgd_T5_N320/train_gap_trajectory_distribution_vs_fa_margin.png
new file mode 100644
index 0000000..c991855
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N320/train_gap_trajectory_distribution_vs_fa_margin.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0191ca0382928af7bf6d992b56a231787c595d37580696b25c3cf0c0de7a17e9
+size 60648
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N320/train_gap_vs_fa_capacity_margin.png b/outputs/downstream_capacity_fixed_width64_sgd_T5_N320/train_gap_vs_fa_capacity_margin.png
new file mode 100644
index 0000000..4069124
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N320/train_gap_vs_fa_capacity_margin.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b30b30e263b9d2331ecc0ccba291ffd99a0f2ea1885f6c4e54d0c9bc43b7c93b
+size 40045
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N320/train_gap_vs_width.png b/outputs/downstream_capacity_fixed_width64_sgd_T5_N320/train_gap_vs_width.png
new file mode 100644
index 0000000..6edb88e
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N320/train_gap_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c8c6eb05029403133a4095616255844a29e1c1003001a6c53ceb277a24ef8020
+size 37729
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N320/train_mse_trajectory_distribution.png b/outputs/downstream_capacity_fixed_width64_sgd_T5_N320/train_mse_trajectory_distribution.png
new file mode 100644
index 0000000..7028460
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N320/train_mse_trajectory_distribution.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:63ce4eb424cdd0760c290a7f8456812a826576864d42b27ee2c6d59b4fcb6d55
+size 69929
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N320/width_summary.csv b/outputs/downstream_capacity_fixed_width64_sgd_T5_N320/width_summary.csv
new file mode 100644
index 0000000..69b7548
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N320/width_summary.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5bb5799b47f617374b7dd4f73de8ae936f1cd5e774a645cab468b46d931b4b44
+size 638
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N320/width_summary.partial.csv b/outputs/downstream_capacity_fixed_width64_sgd_T5_N320/width_summary.partial.csv
new file mode 100644
index 0000000..69b7548
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N320/width_summary.partial.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5bb5799b47f617374b7dd4f73de8ae936f1cd5e774a645cab468b46d931b4b44
+size 638
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N64/bp_fa_test_mse_vs_width.png b/outputs/downstream_capacity_fixed_width64_sgd_T5_N64/bp_fa_test_mse_vs_width.png
new file mode 100644
index 0000000..1669b65
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N64/bp_fa_test_mse_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:219b09aebf9cae18c4b217d07c5950f2978308e944d60817bcfcc5260177facf
+size 47579
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N64/bp_fa_train_mse_vs_width.png b/outputs/downstream_capacity_fixed_width64_sgd_T5_N64/bp_fa_train_mse_vs_width.png
new file mode 100644
index 0000000..56493a0
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N64/bp_fa_train_mse_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7ceba43df08cf293a88391f0cf69dbd3549f13cbb76e00737e9323b6c1366a31
+size 46715
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N64/capacity_terms_vs_width.png b/outputs/downstream_capacity_fixed_width64_sgd_T5_N64/capacity_terms_vs_width.png
new file mode 100644
index 0000000..59efb43
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N64/capacity_terms_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:25a23a112989d45d50dcd78cc46b1338b8f769810d72ed22b6e16be4ca06a42f
+size 33543
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N64/gap_vs_redundancy_score.png b/outputs/downstream_capacity_fixed_width64_sgd_T5_N64/gap_vs_redundancy_score.png
new file mode 100644
index 0000000..d1104c5
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N64/gap_vs_redundancy_score.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d17359c1522af434a85c33fb23ca6c70120569c872035926af1babd4d5da2d32
+size 44628
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N64/gap_vs_width.png b/outputs/downstream_capacity_fixed_width64_sgd_T5_N64/gap_vs_width.png
new file mode 100644
index 0000000..35a3c5c
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N64/gap_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f60143f3f5fe6b41097d6586b00b3c9571ad70fc0908bece0e63ca0a5bd5c7c0
+size 36574
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N64/runs.csv b/outputs/downstream_capacity_fixed_width64_sgd_T5_N64/runs.csv
new file mode 100644
index 0000000..d28263b
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N64/runs.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:966b1f954329a8d23cd8718d9f1dd51f7b388c75cdccd263105438dafd0b3932
+size 7422
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N64/runs.partial.csv b/outputs/downstream_capacity_fixed_width64_sgd_T5_N64/runs.partial.csv
new file mode 100644
index 0000000..d28263b
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N64/runs.partial.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:966b1f954329a8d23cd8718d9f1dd51f7b388c75cdccd263105438dafd0b3932
+size 7422
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N64/summary.json b/outputs/downstream_capacity_fixed_width64_sgd_T5_N64/summary.json
new file mode 100644
index 0000000..67eb6b7
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N64/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:605e36b1c3aa812ab65449758a0829cf631a11b121a2e2ee1e48d0ad77a431ff
+size 1662
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N64/train_gap_trajectory_distribution_vs_fa_margin.png b/outputs/downstream_capacity_fixed_width64_sgd_T5_N64/train_gap_trajectory_distribution_vs_fa_margin.png
new file mode 100644
index 0000000..1d020a9
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N64/train_gap_trajectory_distribution_vs_fa_margin.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ea23384c29198a08cfb502d3ad632ff4d3f21d27f4e1afba49744dc7643f33b0
+size 64296
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N64/train_gap_vs_fa_capacity_margin.png b/outputs/downstream_capacity_fixed_width64_sgd_T5_N64/train_gap_vs_fa_capacity_margin.png
new file mode 100644
index 0000000..ef5f0d6
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N64/train_gap_vs_fa_capacity_margin.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f3dded2e542edd5cb72347bba034901f2ca717a6bfff9ec574e9e68f8a10df63
+size 42835
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N64/train_gap_vs_width.png b/outputs/downstream_capacity_fixed_width64_sgd_T5_N64/train_gap_vs_width.png
new file mode 100644
index 0000000..a110d50
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N64/train_gap_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0f76794f665f318fdfe8a7effa3220abd03b5f6a92a9149294484ef1a243d530
+size 39476
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N64/train_mse_trajectory_distribution.png b/outputs/downstream_capacity_fixed_width64_sgd_T5_N64/train_mse_trajectory_distribution.png
new file mode 100644
index 0000000..a18d10c
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N64/train_mse_trajectory_distribution.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a7241051c3c8cb512813430f9f8d3fa49881c3262b3bc08e9b7592307671d420
+size 70432
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N64/width_summary.csv b/outputs/downstream_capacity_fixed_width64_sgd_T5_N64/width_summary.csv
new file mode 100644
index 0000000..c0ef04c
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N64/width_summary.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5d590707d5f919fa0f54a149ab8cae077216599a6957ee47bce122fd6f681224
+size 630
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N64/width_summary.partial.csv b/outputs/downstream_capacity_fixed_width64_sgd_T5_N64/width_summary.partial.csv
new file mode 100644
index 0000000..c0ef04c
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N64/width_summary.partial.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5d590707d5f919fa0f54a149ab8cae077216599a6957ee47bce122fd6f681224
+size 630
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N96/bp_fa_test_mse_vs_width.png b/outputs/downstream_capacity_fixed_width64_sgd_T5_N96/bp_fa_test_mse_vs_width.png
new file mode 100644
index 0000000..4cffcf9
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N96/bp_fa_test_mse_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b9805f2c7eacee746777e9b07e37f54308a0a0d1a95dfa56bb6b700351f9c381
+size 49963
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N96/bp_fa_train_mse_vs_width.png b/outputs/downstream_capacity_fixed_width64_sgd_T5_N96/bp_fa_train_mse_vs_width.png
new file mode 100644
index 0000000..ce140d1
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N96/bp_fa_train_mse_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:77024f60d9f4c0ee708a299b46537ce0bd4d63ced37a3b9dfe06b0aaa6ab0ba3
+size 55863
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N96/capacity_terms_vs_width.png b/outputs/downstream_capacity_fixed_width64_sgd_T5_N96/capacity_terms_vs_width.png
new file mode 100644
index 0000000..7fafdac
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N96/capacity_terms_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:287407fe9c1a09eda2f3f6cce55273df02f3e6f26aaa782488fd2eafd69aeb1c
+size 33479
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N96/gap_vs_redundancy_score.png b/outputs/downstream_capacity_fixed_width64_sgd_T5_N96/gap_vs_redundancy_score.png
new file mode 100644
index 0000000..cd65c06
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N96/gap_vs_redundancy_score.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:65bc27e34e7b486175242b83f814e399be8636de73c018a6e05558bd57054313
+size 44651
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N96/gap_vs_width.png b/outputs/downstream_capacity_fixed_width64_sgd_T5_N96/gap_vs_width.png
new file mode 100644
index 0000000..7c1fc62
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N96/gap_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:229a08a57a20dfe64e709d0ac6051a1476c22f41f7e84d901e7af4cb35fd3d8d
+size 36622
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N96/runs.csv b/outputs/downstream_capacity_fixed_width64_sgd_T5_N96/runs.csv
new file mode 100644
index 0000000..bf5aed1
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N96/runs.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5832427bc030b37487ecd7bfe1472faaad141a0b9e97732213f39b42f61cf57d
+size 7470
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N96/runs.partial.csv b/outputs/downstream_capacity_fixed_width64_sgd_T5_N96/runs.partial.csv
new file mode 100644
index 0000000..bf5aed1
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N96/runs.partial.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5832427bc030b37487ecd7bfe1472faaad141a0b9e97732213f39b42f61cf57d
+size 7470
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N96/summary.json b/outputs/downstream_capacity_fixed_width64_sgd_T5_N96/summary.json
new file mode 100644
index 0000000..385b2f5
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N96/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7852fff3f79e1ea9b985f7b6588506ac2bc88e8799f93a8eb6d7b68b3a4c279b
+size 1666
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N96/train_gap_trajectory_distribution_vs_fa_margin.png b/outputs/downstream_capacity_fixed_width64_sgd_T5_N96/train_gap_trajectory_distribution_vs_fa_margin.png
new file mode 100644
index 0000000..5f34b29
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N96/train_gap_trajectory_distribution_vs_fa_margin.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4f807bfd441fa001363156422a290d6efb8e9b7c0f380ba4c9432c6722434b69
+size 62243
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N96/train_gap_vs_fa_capacity_margin.png b/outputs/downstream_capacity_fixed_width64_sgd_T5_N96/train_gap_vs_fa_capacity_margin.png
new file mode 100644
index 0000000..0d5dec1
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N96/train_gap_vs_fa_capacity_margin.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6928b314765a46ebaec91f1c2c85c829c731173a5c63f6d4a2e9da6a9117b1b4
+size 40673
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N96/train_gap_vs_width.png b/outputs/downstream_capacity_fixed_width64_sgd_T5_N96/train_gap_vs_width.png
new file mode 100644
index 0000000..bad18e8
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N96/train_gap_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:449ddb63472baa2a34dbf5ecea660652760f2d3aa220c3b00047c2a637379e5c
+size 38349
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N96/train_mse_trajectory_distribution.png b/outputs/downstream_capacity_fixed_width64_sgd_T5_N96/train_mse_trajectory_distribution.png
new file mode 100644
index 0000000..e98677f
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N96/train_mse_trajectory_distribution.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6a5a9287e57d12f5eb69ee98cbaa8b0efcbd1c474a0a9e7fdc405fb7530cdd4b
+size 65056
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N96/width_summary.csv b/outputs/downstream_capacity_fixed_width64_sgd_T5_N96/width_summary.csv
new file mode 100644
index 0000000..186bc84
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N96/width_summary.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e3e75af68f1efc679c3ad3831336465d87a48dd8877f2d4a22db7ebf281a3b41
+size 634
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_T5_N96/width_summary.partial.csv b/outputs/downstream_capacity_fixed_width64_sgd_T5_N96/width_summary.partial.csv
new file mode 100644
index 0000000..186bc84
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_T5_N96/width_summary.partial.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e3e75af68f1efc679c3ad3831336465d87a48dd8877f2d4a22db7ebf281a3b41
+size 634
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_short_N128/bp_fa_test_mse_vs_width.png b/outputs/downstream_capacity_fixed_width64_sgd_short_N128/bp_fa_test_mse_vs_width.png
new file mode 100644
index 0000000..a1a3f80
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_short_N128/bp_fa_test_mse_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8cc53396bfe37a2aba4beeb45c80e81842212e2c7087e43b81ea1fc54bccd217
+size 55954
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_short_N128/bp_fa_train_mse_vs_width.png b/outputs/downstream_capacity_fixed_width64_sgd_short_N128/bp_fa_train_mse_vs_width.png
new file mode 100644
index 0000000..6dde62c
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_short_N128/bp_fa_train_mse_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:915b39af595f05e6ee18531a2ed6e15a538aebc5c0ab0b183f6c9aa153a40604
+size 47134
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_short_N128/capacity_terms_vs_width.png b/outputs/downstream_capacity_fixed_width64_sgd_short_N128/capacity_terms_vs_width.png
new file mode 100644
index 0000000..40b8580
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_short_N128/capacity_terms_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:edd5c9534d9525e401b319e6b5f61498ce8dfe146a47b70b00a0d345acdc59bd
+size 33500
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_short_N128/gap_vs_redundancy_score.png b/outputs/downstream_capacity_fixed_width64_sgd_short_N128/gap_vs_redundancy_score.png
new file mode 100644
index 0000000..a8ac06a
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_short_N128/gap_vs_redundancy_score.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9fb5eaa2c077bce668c8e22616bc3d0cf7ed4525e93a6265652df209b7c28e14
+size 43281
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_short_N128/gap_vs_width.png b/outputs/downstream_capacity_fixed_width64_sgd_short_N128/gap_vs_width.png
new file mode 100644
index 0000000..5fe0779
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_short_N128/gap_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e9da3a5449a85a7932432ff67885d65ac4c7006ad9942880f5129e2a7d956d54
+size 35260
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_short_N128/runs.csv b/outputs/downstream_capacity_fixed_width64_sgd_short_N128/runs.csv
new file mode 100644
index 0000000..cfd2991
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_short_N128/runs.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:eb7602f3e784c25642c31208601e3ae9bfbcaf9bf8ae17806c46af34039fc608
+size 2230
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_short_N128/runs.partial.csv b/outputs/downstream_capacity_fixed_width64_sgd_short_N128/runs.partial.csv
new file mode 100644
index 0000000..cfd2991
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_short_N128/runs.partial.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:eb7602f3e784c25642c31208601e3ae9bfbcaf9bf8ae17806c46af34039fc608
+size 2230
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_short_N128/summary.json b/outputs/downstream_capacity_fixed_width64_sgd_short_N128/summary.json
new file mode 100644
index 0000000..6038e3a
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_short_N128/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e99aec1766c577805531c50efb8c30bc0b6a89e0cb92cf076878b4f9016f21e0
+size 1674
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_short_N128/train_gap_trajectory_distribution_vs_fa_margin.png b/outputs/downstream_capacity_fixed_width64_sgd_short_N128/train_gap_trajectory_distribution_vs_fa_margin.png
new file mode 100644
index 0000000..10ebcbd
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_short_N128/train_gap_trajectory_distribution_vs_fa_margin.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:21ca0dc38341a0289f033441e9b8876a946567c4d8cab822d91238c0706f0f9f
+size 59286
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_short_N128/train_gap_vs_fa_capacity_margin.png b/outputs/downstream_capacity_fixed_width64_sgd_short_N128/train_gap_vs_fa_capacity_margin.png
new file mode 100644
index 0000000..b55f35b
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_short_N128/train_gap_vs_fa_capacity_margin.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8a52d05d50ff1f723ede3bcb174f15f3fa77fc794100731775005b841e75d725
+size 43428
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_short_N128/train_gap_vs_width.png b/outputs/downstream_capacity_fixed_width64_sgd_short_N128/train_gap_vs_width.png
new file mode 100644
index 0000000..4aedd44
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_short_N128/train_gap_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f075f9e2d9ab43d5eef6c31c7c2944bae4ead5aa10adb3e6e99342446149571c
+size 41512
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_short_N128/train_mse_trajectory_distribution.png b/outputs/downstream_capacity_fixed_width64_sgd_short_N128/train_mse_trajectory_distribution.png
new file mode 100644
index 0000000..a343290
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_short_N128/train_mse_trajectory_distribution.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:44db1cd13f7d839b298d91c1d10f9b19df6f83c58a8d04f40a030a8bd9fce10f
+size 62787
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_short_N128/width_summary.csv b/outputs/downstream_capacity_fixed_width64_sgd_short_N128/width_summary.csv
new file mode 100644
index 0000000..d5fd2cc
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_short_N128/width_summary.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a47639e02439259449b681191402815370d4de93f71744ef419fb1b011e2d1cf
+size 636
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_short_N128/width_summary.partial.csv b/outputs/downstream_capacity_fixed_width64_sgd_short_N128/width_summary.partial.csv
new file mode 100644
index 0000000..d5fd2cc
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_short_N128/width_summary.partial.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a47639e02439259449b681191402815370d4de93f71744ef419fb1b011e2d1cf
+size 636
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_short_N192/bp_fa_test_mse_vs_width.png b/outputs/downstream_capacity_fixed_width64_sgd_short_N192/bp_fa_test_mse_vs_width.png
new file mode 100644
index 0000000..9a3707e
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_short_N192/bp_fa_test_mse_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a18f91abc2307a9b9d6b0a9db0096209b324ac8bbc7f2732102f0fd04802bdf9
+size 58863
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_short_N192/bp_fa_train_mse_vs_width.png b/outputs/downstream_capacity_fixed_width64_sgd_short_N192/bp_fa_train_mse_vs_width.png
new file mode 100644
index 0000000..5f61712
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_short_N192/bp_fa_train_mse_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:df125b88883901f6eeed78022ae3533ab8f59e0e8b22ae0a18a5354f6404b0cc
+size 58229
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_short_N192/capacity_terms_vs_width.png b/outputs/downstream_capacity_fixed_width64_sgd_short_N192/capacity_terms_vs_width.png
new file mode 100644
index 0000000..8905c90
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_short_N192/capacity_terms_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:caf9a7f7a78b61b8ab6a31af96e4eb87796f3cd6f09530a843fdff917cddec41
+size 33531
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_short_N192/gap_vs_redundancy_score.png b/outputs/downstream_capacity_fixed_width64_sgd_short_N192/gap_vs_redundancy_score.png
new file mode 100644
index 0000000..3b10059
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_short_N192/gap_vs_redundancy_score.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3cdd35a6908bd6fc799d10a8eb57d713a988309198ad773fc98a330d597bb34d
+size 44707
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_short_N192/gap_vs_width.png b/outputs/downstream_capacity_fixed_width64_sgd_short_N192/gap_vs_width.png
new file mode 100644
index 0000000..01af95d
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_short_N192/gap_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:416bed15888d5565e925a31010680d9498be1d34d7c04ecc83d9cb6017b54eeb
+size 36471
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_short_N192/runs.csv b/outputs/downstream_capacity_fixed_width64_sgd_short_N192/runs.csv
new file mode 100644
index 0000000..991e85b
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_short_N192/runs.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:95ab4863478065239734590faf5a3527f958220fa51cd9fb7513e6cb66cb2e4f
+size 2219
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_short_N192/runs.partial.csv b/outputs/downstream_capacity_fixed_width64_sgd_short_N192/runs.partial.csv
new file mode 100644
index 0000000..991e85b
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_short_N192/runs.partial.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:95ab4863478065239734590faf5a3527f958220fa51cd9fb7513e6cb66cb2e4f
+size 2219
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_short_N192/summary.json b/outputs/downstream_capacity_fixed_width64_sgd_short_N192/summary.json
new file mode 100644
index 0000000..2bc5f7c
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_short_N192/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d52364ab3a862c3438712cd972f91f8f321979ea3cd6ae92b65fa20707b89803
+size 1673
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_short_N192/train_gap_trajectory_distribution_vs_fa_margin.png b/outputs/downstream_capacity_fixed_width64_sgd_short_N192/train_gap_trajectory_distribution_vs_fa_margin.png
new file mode 100644
index 0000000..1294324
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_short_N192/train_gap_trajectory_distribution_vs_fa_margin.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a1745df5ddc19202ade423c8d052d990affddbede469f11564c10a778f138c6d
+size 56411
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_short_N192/train_gap_vs_fa_capacity_margin.png b/outputs/downstream_capacity_fixed_width64_sgd_short_N192/train_gap_vs_fa_capacity_margin.png
new file mode 100644
index 0000000..43812f6
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_short_N192/train_gap_vs_fa_capacity_margin.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:73f2eadac294bc17c661f96e598389bd4d9fa6218788e20aad9fb86d7f9c414b
+size 42398
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_short_N192/train_gap_vs_width.png b/outputs/downstream_capacity_fixed_width64_sgd_short_N192/train_gap_vs_width.png
new file mode 100644
index 0000000..821c735
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_short_N192/train_gap_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c46801fe2e9ebb5393012714b9f12b6cd695d408d1aaf66db75927ad660df40b
+size 40651
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_short_N192/train_mse_trajectory_distribution.png b/outputs/downstream_capacity_fixed_width64_sgd_short_N192/train_mse_trajectory_distribution.png
new file mode 100644
index 0000000..92d9821
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_short_N192/train_mse_trajectory_distribution.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:716854a2c89b6253c244e7bdd897ab7140e0256073b49435edc66a1e7c8aa473
+size 73579
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_short_N192/width_summary.csv b/outputs/downstream_capacity_fixed_width64_sgd_short_N192/width_summary.csv
new file mode 100644
index 0000000..3d46d7b
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_short_N192/width_summary.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dea813723ce34f5ecfa12d6d489d4232e2d116de356b1278ff6a7c673313affc
+size 635
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_short_N192/width_summary.partial.csv b/outputs/downstream_capacity_fixed_width64_sgd_short_N192/width_summary.partial.csv
new file mode 100644
index 0000000..3d46d7b
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_short_N192/width_summary.partial.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dea813723ce34f5ecfa12d6d489d4232e2d116de356b1278ff6a7c673313affc
+size 635
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_short_N256/bp_fa_test_mse_vs_width.png b/outputs/downstream_capacity_fixed_width64_sgd_short_N256/bp_fa_test_mse_vs_width.png
new file mode 100644
index 0000000..02d8aed
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_short_N256/bp_fa_test_mse_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d0077c0a129f377cce1a749326b7f58658a358dc0fa5ddc025d12c4c7918ddfc
+size 58652
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_short_N256/bp_fa_train_mse_vs_width.png b/outputs/downstream_capacity_fixed_width64_sgd_short_N256/bp_fa_train_mse_vs_width.png
new file mode 100644
index 0000000..f6e0dcd
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_short_N256/bp_fa_train_mse_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bdb739e2dcd65e4ad932243c0b40b4fcc4dbf4abdd6305fac40da0349a437a12
+size 51355
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_short_N256/capacity_terms_vs_width.png b/outputs/downstream_capacity_fixed_width64_sgd_short_N256/capacity_terms_vs_width.png
new file mode 100644
index 0000000..fb60c37
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_short_N256/capacity_terms_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:57e6b432b40dd3a3558d230548703823a14f7144ba46d9584d20cafceeb1f413
+size 33170
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_short_N256/gap_vs_redundancy_score.png b/outputs/downstream_capacity_fixed_width64_sgd_short_N256/gap_vs_redundancy_score.png
new file mode 100644
index 0000000..0265449
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_short_N256/gap_vs_redundancy_score.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1eab56b2a678769807c150aec6c329f0d072ff780ebcfdf1a8e6b87f6a07fdf8
+size 40991
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_short_N256/gap_vs_width.png b/outputs/downstream_capacity_fixed_width64_sgd_short_N256/gap_vs_width.png
new file mode 100644
index 0000000..e8305c0
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_short_N256/gap_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:03e64eaf476b3f0ebe63200eacd5e6d108f9189ad32a77f8561dd1718fb26073
+size 32694
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_short_N256/runs.csv b/outputs/downstream_capacity_fixed_width64_sgd_short_N256/runs.csv
new file mode 100644
index 0000000..dd53e00
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_short_N256/runs.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6a3672cb741a2d0653e961d164fcba044bee96165d0099a65c113a3e1dbe8d03
+size 2208
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_short_N256/runs.partial.csv b/outputs/downstream_capacity_fixed_width64_sgd_short_N256/runs.partial.csv
new file mode 100644
index 0000000..dd53e00
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_short_N256/runs.partial.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6a3672cb741a2d0653e961d164fcba044bee96165d0099a65c113a3e1dbe8d03
+size 2208
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_short_N256/summary.json b/outputs/downstream_capacity_fixed_width64_sgd_short_N256/summary.json
new file mode 100644
index 0000000..0c2fe32
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_short_N256/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1f10875df821166716b28daa044ffc07fa2acde663d0fdf5bee7dc86ee7b7ab2
+size 1675
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_short_N256/train_gap_trajectory_distribution_vs_fa_margin.png b/outputs/downstream_capacity_fixed_width64_sgd_short_N256/train_gap_trajectory_distribution_vs_fa_margin.png
new file mode 100644
index 0000000..fa89235
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_short_N256/train_gap_trajectory_distribution_vs_fa_margin.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f75309d273254ea0228382fd87e8e58a6dc7d104a44964c9af69587f68337af0
+size 56810
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_short_N256/train_gap_vs_fa_capacity_margin.png b/outputs/downstream_capacity_fixed_width64_sgd_short_N256/train_gap_vs_fa_capacity_margin.png
new file mode 100644
index 0000000..1f43ac3
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_short_N256/train_gap_vs_fa_capacity_margin.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2cb06d88439345d39ff7806a0d851c28c81c5bcc6e61266179403df7d7c5ca86
+size 43399
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_short_N256/train_gap_vs_width.png b/outputs/downstream_capacity_fixed_width64_sgd_short_N256/train_gap_vs_width.png
new file mode 100644
index 0000000..4cdc9db
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_short_N256/train_gap_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fb8778006c917516e17e6370a55afad6f126f7ecf7196e0065a7b2ca4c22a9ac
+size 40758
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_short_N256/train_mse_trajectory_distribution.png b/outputs/downstream_capacity_fixed_width64_sgd_short_N256/train_mse_trajectory_distribution.png
new file mode 100644
index 0000000..819eb96
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_short_N256/train_mse_trajectory_distribution.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:889cfd43d151794c947c5b0e4b612fe96e4ec8fc5c0e0e4d2610692c9681d7e5
+size 68514
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_short_N256/width_summary.csv b/outputs/downstream_capacity_fixed_width64_sgd_short_N256/width_summary.csv
new file mode 100644
index 0000000..0de8f49
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_short_N256/width_summary.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:03ba4a5b89b1a36ddda977316448700aa101de84cc2df5ae2646ff086d7c8d20
+size 637
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_short_N256/width_summary.partial.csv b/outputs/downstream_capacity_fixed_width64_sgd_short_N256/width_summary.partial.csv
new file mode 100644
index 0000000..0de8f49
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_short_N256/width_summary.partial.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:03ba4a5b89b1a36ddda977316448700aa101de84cc2df5ae2646ff086d7c8d20
+size 637
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_short_N320/bp_fa_test_mse_vs_width.png b/outputs/downstream_capacity_fixed_width64_sgd_short_N320/bp_fa_test_mse_vs_width.png
new file mode 100644
index 0000000..d16b7ec
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_short_N320/bp_fa_test_mse_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:466f711bb3930a86eab9a3037ea2e7af7eff30fe1c3b38182336634091dd3e19
+size 44660
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_short_N320/bp_fa_train_mse_vs_width.png b/outputs/downstream_capacity_fixed_width64_sgd_short_N320/bp_fa_train_mse_vs_width.png
new file mode 100644
index 0000000..f69d298
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_short_N320/bp_fa_train_mse_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b6df929557e3bb689ccf5358610411f598a8936419b3478723244e07bb36bc23
+size 54313
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_short_N320/capacity_terms_vs_width.png b/outputs/downstream_capacity_fixed_width64_sgd_short_N320/capacity_terms_vs_width.png
new file mode 100644
index 0000000..5559c1f
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_short_N320/capacity_terms_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3f7f73eac7ecd875215171950cd63d007eef3743c0844a62eb2cf52d6d0347bf
+size 33521
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_short_N320/gap_vs_redundancy_score.png b/outputs/downstream_capacity_fixed_width64_sgd_short_N320/gap_vs_redundancy_score.png
new file mode 100644
index 0000000..650057a
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_short_N320/gap_vs_redundancy_score.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:86257777f09ba071b190689b8969b77e048f9df2100202331e9655e293838303
+size 42176
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_short_N320/gap_vs_width.png b/outputs/downstream_capacity_fixed_width64_sgd_short_N320/gap_vs_width.png
new file mode 100644
index 0000000..b4a3400
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_short_N320/gap_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c3a76fd51696ff1c74f38306cf7d804b9f85718afd5ed18de5b463f3d6a6e43a
+size 34102
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_short_N320/runs.csv b/outputs/downstream_capacity_fixed_width64_sgd_short_N320/runs.csv
new file mode 100644
index 0000000..e3bcdda
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_short_N320/runs.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6f924dc8ecb157cc9143aec0d751b38b130f82dda7a3fef2717472edcacee7c9
+size 2236
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_short_N320/runs.partial.csv b/outputs/downstream_capacity_fixed_width64_sgd_short_N320/runs.partial.csv
new file mode 100644
index 0000000..e3bcdda
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_short_N320/runs.partial.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6f924dc8ecb157cc9143aec0d751b38b130f82dda7a3fef2717472edcacee7c9
+size 2236
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_short_N320/summary.json b/outputs/downstream_capacity_fixed_width64_sgd_short_N320/summary.json
new file mode 100644
index 0000000..a85e3d8
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_short_N320/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4f56fc275ad8aecba8735ad92ebde76256920e93fb20d904137a4c072985d0fa
+size 1673
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_short_N320/train_gap_trajectory_distribution_vs_fa_margin.png b/outputs/downstream_capacity_fixed_width64_sgd_short_N320/train_gap_trajectory_distribution_vs_fa_margin.png
new file mode 100644
index 0000000..d64aa46
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_short_N320/train_gap_trajectory_distribution_vs_fa_margin.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d994a973a975403034137d3122a6accf3f6f44d74c30bc3961b4e5c53ed395b2
+size 55001
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_short_N320/train_gap_vs_fa_capacity_margin.png b/outputs/downstream_capacity_fixed_width64_sgd_short_N320/train_gap_vs_fa_capacity_margin.png
new file mode 100644
index 0000000..0a6eb24
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_short_N320/train_gap_vs_fa_capacity_margin.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1bcfbfc6993b489312c0674c2b71b02dce0989b60218d17267ec22900315860c
+size 41282
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_short_N320/train_gap_vs_width.png b/outputs/downstream_capacity_fixed_width64_sgd_short_N320/train_gap_vs_width.png
new file mode 100644
index 0000000..c4b09c9
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_short_N320/train_gap_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9d577291c12c4fa114d264080994bc38b7089a075ded1ca1bb10d2b967a30f6c
+size 39189
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_short_N320/train_mse_trajectory_distribution.png b/outputs/downstream_capacity_fixed_width64_sgd_short_N320/train_mse_trajectory_distribution.png
new file mode 100644
index 0000000..b4b52b5
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_short_N320/train_mse_trajectory_distribution.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:375e55408014f494b0facec979549d745cbfb157b471469a924eeb0ec8c481e5
+size 67851
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_short_N320/width_summary.csv b/outputs/downstream_capacity_fixed_width64_sgd_short_N320/width_summary.csv
new file mode 100644
index 0000000..7134075
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_short_N320/width_summary.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:848447e155bb605130b93e237af8a95dec3073fd1e91841c9a048187c30510e6
+size 635
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_short_N320/width_summary.partial.csv b/outputs/downstream_capacity_fixed_width64_sgd_short_N320/width_summary.partial.csv
new file mode 100644
index 0000000..7134075
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_short_N320/width_summary.partial.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:848447e155bb605130b93e237af8a95dec3073fd1e91841c9a048187c30510e6
+size 635
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_short_N64/bp_fa_test_mse_vs_width.png b/outputs/downstream_capacity_fixed_width64_sgd_short_N64/bp_fa_test_mse_vs_width.png
new file mode 100644
index 0000000..45195fb
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_short_N64/bp_fa_test_mse_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e899401efbd58810a71907df098acaa49c044aab4f9b8567fb231bc84a3d0790
+size 57581
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_short_N64/bp_fa_train_mse_vs_width.png b/outputs/downstream_capacity_fixed_width64_sgd_short_N64/bp_fa_train_mse_vs_width.png
new file mode 100644
index 0000000..1ffc231
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_short_N64/bp_fa_train_mse_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:361eab911f894775f2a80394eca7b8623ae269691bbbbfa0e66015fa04bf40b0
+size 56917
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_short_N64/capacity_terms_vs_width.png b/outputs/downstream_capacity_fixed_width64_sgd_short_N64/capacity_terms_vs_width.png
new file mode 100644
index 0000000..59efb43
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_short_N64/capacity_terms_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:25a23a112989d45d50dcd78cc46b1338b8f769810d72ed22b6e16be4ca06a42f
+size 33543
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_short_N64/gap_vs_redundancy_score.png b/outputs/downstream_capacity_fixed_width64_sgd_short_N64/gap_vs_redundancy_score.png
new file mode 100644
index 0000000..8677000
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_short_N64/gap_vs_redundancy_score.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:73d1d516f41246777d3bcb6b82c31ed14725ef3c4a4ade65daca1037540885ff
+size 44691
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_short_N64/gap_vs_width.png b/outputs/downstream_capacity_fixed_width64_sgd_short_N64/gap_vs_width.png
new file mode 100644
index 0000000..5114cee
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_short_N64/gap_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:745e2556d3d82f2f23cac4c2b896e292cfc4ebba1af503941f66706b03ab6e83
+size 36445
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_short_N64/runs.csv b/outputs/downstream_capacity_fixed_width64_sgd_short_N64/runs.csv
new file mode 100644
index 0000000..225ee7e
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_short_N64/runs.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d987157dd0d38fc068ecdcd416455ebd19e60d9f7eb466e33d98149121f8c450
+size 2226
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_short_N64/runs.partial.csv b/outputs/downstream_capacity_fixed_width64_sgd_short_N64/runs.partial.csv
new file mode 100644
index 0000000..225ee7e
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_short_N64/runs.partial.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d987157dd0d38fc068ecdcd416455ebd19e60d9f7eb466e33d98149121f8c450
+size 2226
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_short_N64/summary.json b/outputs/downstream_capacity_fixed_width64_sgd_short_N64/summary.json
new file mode 100644
index 0000000..8923e83
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_short_N64/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:df7a8dabd6d217d1eed1be0967ef461230fde9b265b3d782cf4ded94da072c49
+size 1668
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_short_N64/train_gap_trajectory_distribution_vs_fa_margin.png b/outputs/downstream_capacity_fixed_width64_sgd_short_N64/train_gap_trajectory_distribution_vs_fa_margin.png
new file mode 100644
index 0000000..b3eefc5
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_short_N64/train_gap_trajectory_distribution_vs_fa_margin.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fd4e18eccfbf3a7bba6cd8358ba4123a4b64415fc5b4377b3039900d2cdc6b1a
+size 55290
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_short_N64/train_gap_vs_fa_capacity_margin.png b/outputs/downstream_capacity_fixed_width64_sgd_short_N64/train_gap_vs_fa_capacity_margin.png
new file mode 100644
index 0000000..518f990
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_short_N64/train_gap_vs_fa_capacity_margin.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ea7fba866bd0ab31483f815edcf5da7fd515b51532d0eefdcfc45d4094f05770
+size 49302
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_short_N64/train_gap_vs_width.png b/outputs/downstream_capacity_fixed_width64_sgd_short_N64/train_gap_vs_width.png
new file mode 100644
index 0000000..57c1966
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_short_N64/train_gap_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1f3e3b3374fd1cb0c225dd3b0b1850843187dde3848002842e7c6434b3503794
+size 45841
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_short_N64/train_mse_trajectory_distribution.png b/outputs/downstream_capacity_fixed_width64_sgd_short_N64/train_mse_trajectory_distribution.png
new file mode 100644
index 0000000..0b0ad12
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_short_N64/train_mse_trajectory_distribution.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7488d3138de2f4874934ed6da4dd40474198e33b55828dc7e071ecdec858ccab
+size 72388
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_short_N64/width_summary.csv b/outputs/downstream_capacity_fixed_width64_sgd_short_N64/width_summary.csv
new file mode 100644
index 0000000..c35368b
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_short_N64/width_summary.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f6207601b14026b6df1c5b2350aedae1334f60d49c43c50f10145abddef05e8e
+size 632
diff --git a/outputs/downstream_capacity_fixed_width64_sgd_short_N64/width_summary.partial.csv b/outputs/downstream_capacity_fixed_width64_sgd_short_N64/width_summary.partial.csv
new file mode 100644
index 0000000..c35368b
--- /dev/null
+++ b/outputs/downstream_capacity_fixed_width64_sgd_short_N64/width_summary.partial.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f6207601b14026b6df1c5b2350aedae1334f60d49c43c50f10145abddef05e8e
+size 632
diff --git a/outputs/downstream_capacity_random_extra_100/bp_fa_test_mse_vs_width.png b/outputs/downstream_capacity_random_extra_100/bp_fa_test_mse_vs_width.png
new file mode 100644
index 0000000..d8d573a
--- /dev/null
+++ b/outputs/downstream_capacity_random_extra_100/bp_fa_test_mse_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:91c253f5834f43cce621856c19cdb5e42bb5dd0b59b02c24f8b6e1129856b660
+size 73887
diff --git a/outputs/downstream_capacity_random_extra_100/bp_fa_train_mse_vs_width.png b/outputs/downstream_capacity_random_extra_100/bp_fa_train_mse_vs_width.png
new file mode 100644
index 0000000..ce62f92
--- /dev/null
+++ b/outputs/downstream_capacity_random_extra_100/bp_fa_train_mse_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cdc8f4a4bc4bdf3f870392818fc26021255754a5fac31e0d61460722b0233e66
+size 78999
diff --git a/outputs/downstream_capacity_random_extra_100/capacity_terms_vs_width.png b/outputs/downstream_capacity_random_extra_100/capacity_terms_vs_width.png
new file mode 100644
index 0000000..e348385
--- /dev/null
+++ b/outputs/downstream_capacity_random_extra_100/capacity_terms_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b7575ad631989b7a9189479800e0b78ab1aa134ee4f13741c5f81bd6d01695c7
+size 64539
diff --git a/outputs/downstream_capacity_random_extra_100/gap_vs_redundancy_score.png b/outputs/downstream_capacity_random_extra_100/gap_vs_redundancy_score.png
new file mode 100644
index 0000000..81ae67a
--- /dev/null
+++ b/outputs/downstream_capacity_random_extra_100/gap_vs_redundancy_score.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:95b4713eb856421842391f0746811c2d4b173049c0882693a017879a676ad5cb
+size 49182
diff --git a/outputs/downstream_capacity_random_extra_100/gap_vs_width.png b/outputs/downstream_capacity_random_extra_100/gap_vs_width.png
new file mode 100644
index 0000000..fb84fa7
--- /dev/null
+++ b/outputs/downstream_capacity_random_extra_100/gap_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a0eabdad87206ac3d8df185dfc3cdf543365199f56ea3fff667ec87f27731fef
+size 47684
diff --git a/outputs/downstream_capacity_random_extra_100/runs.csv b/outputs/downstream_capacity_random_extra_100/runs.csv
new file mode 100644
index 0000000..5183383
--- /dev/null
+++ b/outputs/downstream_capacity_random_extra_100/runs.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6a80952eaf1f2263157c471c7e457544ca45667aa51849e9056274d9730c155a
+size 173859
diff --git a/outputs/downstream_capacity_random_extra_100/runs.partial.csv b/outputs/downstream_capacity_random_extra_100/runs.partial.csv
new file mode 100644
index 0000000..5183383
--- /dev/null
+++ b/outputs/downstream_capacity_random_extra_100/runs.partial.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6a80952eaf1f2263157c471c7e457544ca45667aa51849e9056274d9730c155a
+size 173859
diff --git a/outputs/downstream_capacity_random_extra_100/summary.json b/outputs/downstream_capacity_random_extra_100/summary.json
new file mode 100644
index 0000000..033e334
--- /dev/null
+++ b/outputs/downstream_capacity_random_extra_100/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c4d9ead00be296d8b49c243a5f48fb151516164f7ccbe031541e6c43d7d992ef
+size 7959
diff --git a/outputs/downstream_capacity_random_extra_100/train_gap_trajectory_distribution_vs_fa_margin.png b/outputs/downstream_capacity_random_extra_100/train_gap_trajectory_distribution_vs_fa_margin.png
new file mode 100644
index 0000000..ff6272f
--- /dev/null
+++ b/outputs/downstream_capacity_random_extra_100/train_gap_trajectory_distribution_vs_fa_margin.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bd8d30db8718d019dda22e5c205439f7769ac8f61546dc66e186c470eaa58b18
+size 87034
diff --git a/outputs/downstream_capacity_random_extra_100/train_gap_vs_fa_capacity_margin.png b/outputs/downstream_capacity_random_extra_100/train_gap_vs_fa_capacity_margin.png
new file mode 100644
index 0000000..6afd0ce
--- /dev/null
+++ b/outputs/downstream_capacity_random_extra_100/train_gap_vs_fa_capacity_margin.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:957783ec8ac155e55616b06338fc61f64e9655a8d27e2d7de4346759f767a5dd
+size 50821
diff --git a/outputs/downstream_capacity_random_extra_100/train_gap_vs_width.png b/outputs/downstream_capacity_random_extra_100/train_gap_vs_width.png
new file mode 100644
index 0000000..f1650ea
--- /dev/null
+++ b/outputs/downstream_capacity_random_extra_100/train_gap_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ef1d9934ab661c7b1fc16d5fc357870334062b40992d3ef5e1c8a27ae487d975
+size 53094
diff --git a/outputs/downstream_capacity_random_extra_100/train_mse_trajectory_distribution.png b/outputs/downstream_capacity_random_extra_100/train_mse_trajectory_distribution.png
new file mode 100644
index 0000000..5a6ff93
--- /dev/null
+++ b/outputs/downstream_capacity_random_extra_100/train_mse_trajectory_distribution.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:89a7966cd483f4ea29eae7ddec9a580bc55a16aec724b95c02c6c493208f1c8c
+size 144603
diff --git a/outputs/downstream_capacity_random_extra_100/width_summary.csv b/outputs/downstream_capacity_random_extra_100/width_summary.csv
new file mode 100644
index 0000000..538a247
--- /dev/null
+++ b/outputs/downstream_capacity_random_extra_100/width_summary.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ae18bed00a99a9656b64d9663847e365366106381333befaa505ab1ae1298969
+size 2835
diff --git a/outputs/downstream_capacity_random_extra_100/width_summary.partial.csv b/outputs/downstream_capacity_random_extra_100/width_summary.partial.csv
new file mode 100644
index 0000000..538a247
--- /dev/null
+++ b/outputs/downstream_capacity_random_extra_100/width_summary.partial.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ae18bed00a99a9656b64d9663847e365366106381333befaa505ab1ae1298969
+size 2835
diff --git a/outputs/downstream_capacity_random_extra_108/runs.csv b/outputs/downstream_capacity_random_extra_108/runs.csv
new file mode 100644
index 0000000..4a3e1b8
--- /dev/null
+++ b/outputs/downstream_capacity_random_extra_108/runs.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fa9be57a0c88373625a9f2e369c1304479db56ef3c6ecd4c1ba47ef028d2858b
+size 188226
diff --git a/outputs/downstream_capacity_random_extra_108/runs.partial.csv b/outputs/downstream_capacity_random_extra_108/runs.partial.csv
new file mode 100644
index 0000000..4a3e1b8
--- /dev/null
+++ b/outputs/downstream_capacity_random_extra_108/runs.partial.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fa9be57a0c88373625a9f2e369c1304479db56ef3c6ecd4c1ba47ef028d2858b
+size 188226
diff --git a/outputs/downstream_capacity_random_extra_108/summary.json b/outputs/downstream_capacity_random_extra_108/summary.json
new file mode 100644
index 0000000..476af91
--- /dev/null
+++ b/outputs/downstream_capacity_random_extra_108/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4591ec0f80a3524d9d2e7ee255c31523b86e3220b8a32fec61b2ea8f9a3da43d
+size 7948
diff --git a/outputs/downstream_capacity_random_extra_108/width_summary.csv b/outputs/downstream_capacity_random_extra_108/width_summary.csv
new file mode 100644
index 0000000..c7e1642
--- /dev/null
+++ b/outputs/downstream_capacity_random_extra_108/width_summary.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5e24e73818903645981aed3138d475256e343484d26caf6145b7c1a8914d29c3
+size 2823
diff --git a/outputs/downstream_capacity_random_extra_108/width_summary.partial.csv b/outputs/downstream_capacity_random_extra_108/width_summary.partial.csv
new file mode 100644
index 0000000..c7e1642
--- /dev/null
+++ b/outputs/downstream_capacity_random_extra_108/width_summary.partial.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5e24e73818903645981aed3138d475256e343484d26caf6145b7c1a8914d29c3
+size 2823
diff --git a/outputs/downstream_capacity_random_highwidth_check/bp_fa_test_mse_vs_width.png b/outputs/downstream_capacity_random_highwidth_check/bp_fa_test_mse_vs_width.png
new file mode 100644
index 0000000..f98b065
--- /dev/null
+++ b/outputs/downstream_capacity_random_highwidth_check/bp_fa_test_mse_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:58841d24629aa44514c70dcdcc39dfd90dfd36de7a80af2a8497508ffe649430
+size 59618
diff --git a/outputs/downstream_capacity_random_highwidth_check/bp_fa_train_mse_vs_width.png b/outputs/downstream_capacity_random_highwidth_check/bp_fa_train_mse_vs_width.png
new file mode 100644
index 0000000..97d7161
--- /dev/null
+++ b/outputs/downstream_capacity_random_highwidth_check/bp_fa_train_mse_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2399a4d38be89367793acd32cd05cf5cebd2c2520b1b426df3936d8f5af47589
+size 68051
diff --git a/outputs/downstream_capacity_random_highwidth_check/capacity_terms_vs_width.png b/outputs/downstream_capacity_random_highwidth_check/capacity_terms_vs_width.png
new file mode 100644
index 0000000..048a129
--- /dev/null
+++ b/outputs/downstream_capacity_random_highwidth_check/capacity_terms_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fa6194cf29a5f308cd5062abbb8d4f4e6c1e990ce28f0e3737a12ade715840da
+size 54406
diff --git a/outputs/downstream_capacity_random_highwidth_check/gap_vs_redundancy_score.png b/outputs/downstream_capacity_random_highwidth_check/gap_vs_redundancy_score.png
new file mode 100644
index 0000000..3a55ee3
--- /dev/null
+++ b/outputs/downstream_capacity_random_highwidth_check/gap_vs_redundancy_score.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a8e1fa0a742cd2b34e4d9723179131840ec599721cb1a413c1ac7ceb455c0f30
+size 50604
diff --git a/outputs/downstream_capacity_random_highwidth_check/gap_vs_width.png b/outputs/downstream_capacity_random_highwidth_check/gap_vs_width.png
new file mode 100644
index 0000000..b1db9c7
--- /dev/null
+++ b/outputs/downstream_capacity_random_highwidth_check/gap_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5463a85013cc5fd65153c9da49fcdc406b2c82e90fed620b2f927640301cac55
+size 43767
diff --git a/outputs/downstream_capacity_random_highwidth_check/runs.csv b/outputs/downstream_capacity_random_highwidth_check/runs.csv
new file mode 100644
index 0000000..4f11551
--- /dev/null
+++ b/outputs/downstream_capacity_random_highwidth_check/runs.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:138de9521244a1a4688870f1fbfd82d313054405603c85aeea1a04e780e25514
+size 9653
diff --git a/outputs/downstream_capacity_random_highwidth_check/summary.json b/outputs/downstream_capacity_random_highwidth_check/summary.json
new file mode 100644
index 0000000..5003a3c
--- /dev/null
+++ b/outputs/downstream_capacity_random_highwidth_check/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b61d5f0bc96cf242036dca334e038af731015dca46893e13650c48e5850b13e2
+size 4364
diff --git a/outputs/downstream_capacity_random_highwidth_check/train_gap_vs_fa_capacity_margin.png b/outputs/downstream_capacity_random_highwidth_check/train_gap_vs_fa_capacity_margin.png
new file mode 100644
index 0000000..c0cef09
--- /dev/null
+++ b/outputs/downstream_capacity_random_highwidth_check/train_gap_vs_fa_capacity_margin.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ab7856470ed845e798dbd04b30d04183940683dd854517b954e01d97c066d2a9
+size 49270
diff --git a/outputs/downstream_capacity_random_highwidth_check/train_gap_vs_width.png b/outputs/downstream_capacity_random_highwidth_check/train_gap_vs_width.png
new file mode 100644
index 0000000..edb8c53
--- /dev/null
+++ b/outputs/downstream_capacity_random_highwidth_check/train_gap_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e38327d6bdfa5e85f2d2ae8ed3e6394c74f20b121a0417f5ff7b76ccb60b93ad
+size 47753
diff --git a/outputs/downstream_capacity_random_highwidth_check/width_summary.csv b/outputs/downstream_capacity_random_highwidth_check/width_summary.csv
new file mode 100644
index 0000000..a21bdbb
--- /dev/null
+++ b/outputs/downstream_capacity_random_highwidth_check/width_summary.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0a1da1533746e33bb910235f570fe472801c021ef1b19cca50daa952a6016055
+size 1662
diff --git a/outputs/downstream_capacity_random_main_fast/bp_fa_test_mse_vs_width.png b/outputs/downstream_capacity_random_main_fast/bp_fa_test_mse_vs_width.png
new file mode 100644
index 0000000..44d08d4
--- /dev/null
+++ b/outputs/downstream_capacity_random_main_fast/bp_fa_test_mse_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:49533ba8866c3d1acc8f26417657efa40fff0b6662f13f986347f189f71a6000
+size 71650
diff --git a/outputs/downstream_capacity_random_main_fast/bp_fa_train_mse_vs_width.png b/outputs/downstream_capacity_random_main_fast/bp_fa_train_mse_vs_width.png
new file mode 100644
index 0000000..6e8079d
--- /dev/null
+++ b/outputs/downstream_capacity_random_main_fast/bp_fa_train_mse_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:09dba5010da423c64fa485833da615db5dc7f2b95205564ad8707512ef186c1c
+size 77183
diff --git a/outputs/downstream_capacity_random_main_fast/capacity_terms_vs_width.png b/outputs/downstream_capacity_random_main_fast/capacity_terms_vs_width.png
new file mode 100644
index 0000000..7f8813b
--- /dev/null
+++ b/outputs/downstream_capacity_random_main_fast/capacity_terms_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ed65cec91784fbcabb9cbee743c7a206e676afa4c5b8a3313ad194cf6b8e4e32
+size 67568
diff --git a/outputs/downstream_capacity_random_main_fast/capacity_transition_bp_calibrated_p2_256.png b/outputs/downstream_capacity_random_main_fast/capacity_transition_bp_calibrated_p2_256.png
new file mode 100644
index 0000000..577eb07
--- /dev/null
+++ b/outputs/downstream_capacity_random_main_fast/capacity_transition_bp_calibrated_p2_256.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f58dedb4e2c4360bd76245dba6cd50f7176e24fa58bf458651ea8bd83849425b
+size 437580
diff --git a/outputs/downstream_capacity_random_main_fast/capacity_transition_empirical_only_p2_148.png b/outputs/downstream_capacity_random_main_fast/capacity_transition_empirical_only_p2_148.png
new file mode 100644
index 0000000..88e6e9e
--- /dev/null
+++ b/outputs/downstream_capacity_random_main_fast/capacity_transition_empirical_only_p2_148.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:81bec6c42d2ce16a4397a8b3648c2e311623c0b28d900b8545f63ded83bf29df
+size 396689
diff --git a/outputs/downstream_capacity_random_main_fast/capacity_transition_empirical_only_p2_256.png b/outputs/downstream_capacity_random_main_fast/capacity_transition_empirical_only_p2_256.png
new file mode 100644
index 0000000..883a6af
--- /dev/null
+++ b/outputs/downstream_capacity_random_main_fast/capacity_transition_empirical_only_p2_256.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a2b731e72be7a854bff3a9cc12888ae13f8974d491d40d5f2320168f3a55d52b
+size 436423
diff --git a/outputs/downstream_capacity_random_main_fast/capacity_transition_empirical_only_p2_48.png b/outputs/downstream_capacity_random_main_fast/capacity_transition_empirical_only_p2_48.png
new file mode 100644
index 0000000..ef3d0cb
--- /dev/null
+++ b/outputs/downstream_capacity_random_main_fast/capacity_transition_empirical_only_p2_48.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f43e775dbc0a9b55582987f4621e0862af9f813a0e0e7eb5bfb7794b5db99762
+size 350440
diff --git a/outputs/downstream_capacity_random_main_fast/capacity_transition_theory_vs_trajectories.png b/outputs/downstream_capacity_random_main_fast/capacity_transition_theory_vs_trajectories.png
new file mode 100644
index 0000000..8570fa0
--- /dev/null
+++ b/outputs/downstream_capacity_random_main_fast/capacity_transition_theory_vs_trajectories.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:926fd7e3639944346ed086964d5d326b63c32db6d131d2974927d52c2195b9ce
+size 394263
diff --git a/outputs/downstream_capacity_random_main_fast/capacity_transition_theory_vs_trajectories_smooth.png b/outputs/downstream_capacity_random_main_fast/capacity_transition_theory_vs_trajectories_smooth.png
new file mode 100644
index 0000000..82bc883
--- /dev/null
+++ b/outputs/downstream_capacity_random_main_fast/capacity_transition_theory_vs_trajectories_smooth.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:26cc99e5da1141433c95126bdec51b50f7f99289415ea6444643f445fd3154df
+size 331590
diff --git a/outputs/downstream_capacity_random_main_fast/gap_vs_redundancy_score.png b/outputs/downstream_capacity_random_main_fast/gap_vs_redundancy_score.png
new file mode 100644
index 0000000..e192efb
--- /dev/null
+++ b/outputs/downstream_capacity_random_main_fast/gap_vs_redundancy_score.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2f77e5a5eaba86d5840ecd981d6c9360a08f2399cedaa5a0f1b532be7be4053b
+size 49030
diff --git a/outputs/downstream_capacity_random_main_fast/gap_vs_width.png b/outputs/downstream_capacity_random_main_fast/gap_vs_width.png
new file mode 100644
index 0000000..95248bb
--- /dev/null
+++ b/outputs/downstream_capacity_random_main_fast/gap_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:23118d85566f7fe28f70ace1cf7f5fb5c2beb6ecc98426594b1e6f3514c6e5c5
+size 47753
diff --git a/outputs/downstream_capacity_random_main_fast/runs.csv b/outputs/downstream_capacity_random_main_fast/runs.csv
new file mode 100644
index 0000000..757ed34
--- /dev/null
+++ b/outputs/downstream_capacity_random_main_fast/runs.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:25a6f43149777961614f2c0c1be8f53b435fee47472b916c26a0ce9a34fa48ab
+size 98128
diff --git a/outputs/downstream_capacity_random_main_fast/runs.partial.csv b/outputs/downstream_capacity_random_main_fast/runs.partial.csv
new file mode 100644
index 0000000..757ed34
--- /dev/null
+++ b/outputs/downstream_capacity_random_main_fast/runs.partial.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:25a6f43149777961614f2c0c1be8f53b435fee47472b916c26a0ce9a34fa48ab
+size 98128
diff --git a/outputs/downstream_capacity_random_main_fast/summary.json b/outputs/downstream_capacity_random_main_fast/summary.json
new file mode 100644
index 0000000..acb1036
--- /dev/null
+++ b/outputs/downstream_capacity_random_main_fast/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:03f97faa66a29bf2d13c3dab5a61e39b0511b9a747016642126d164c013af5f1
+size 7980
diff --git a/outputs/downstream_capacity_random_main_fast/train_gap_trajectory_distribution_vs_fa_margin.png b/outputs/downstream_capacity_random_main_fast/train_gap_trajectory_distribution_vs_fa_margin.png
new file mode 100644
index 0000000..f148423
--- /dev/null
+++ b/outputs/downstream_capacity_random_main_fast/train_gap_trajectory_distribution_vs_fa_margin.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3d2fc4f1914523fec2442578cf3f342557b339b679a5fb24c4e0897740fb9f24
+size 87706
diff --git a/outputs/downstream_capacity_random_main_fast/train_gap_vs_fa_capacity_margin.png b/outputs/downstream_capacity_random_main_fast/train_gap_vs_fa_capacity_margin.png
new file mode 100644
index 0000000..09bb481
--- /dev/null
+++ b/outputs/downstream_capacity_random_main_fast/train_gap_vs_fa_capacity_margin.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:81320e6b744f1fbf718131093d5cc030d256981a10f0259a7a774c53dc50d358
+size 50545
diff --git a/outputs/downstream_capacity_random_main_fast/train_gap_vs_width.png b/outputs/downstream_capacity_random_main_fast/train_gap_vs_width.png
new file mode 100644
index 0000000..f159056
--- /dev/null
+++ b/outputs/downstream_capacity_random_main_fast/train_gap_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7a414be7137487a56b671ac4a09e3818d3cf93974c61c612198a3fbe74ea3557
+size 53170
diff --git a/outputs/downstream_capacity_random_main_fast/train_mse_trajectory_distribution.png b/outputs/downstream_capacity_random_main_fast/train_mse_trajectory_distribution.png
new file mode 100644
index 0000000..fda714d
--- /dev/null
+++ b/outputs/downstream_capacity_random_main_fast/train_mse_trajectory_distribution.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:10522c8e8dbfa6c13149b32005035bfe3b62221fa931ff80fc1a83c64ccbe459
+size 118873
diff --git a/outputs/downstream_capacity_random_main_fast/width_summary.csv b/outputs/downstream_capacity_random_main_fast/width_summary.csv
new file mode 100644
index 0000000..5f345e5
--- /dev/null
+++ b/outputs/downstream_capacity_random_main_fast/width_summary.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ddce2979adfbd7145dc6776ebcc726fcd8904a7c0665a7e441d15bec0dfa8a3e
+size 2949
diff --git a/outputs/downstream_capacity_random_main_fast/width_summary.partial.csv b/outputs/downstream_capacity_random_main_fast/width_summary.partial.csv
new file mode 100644
index 0000000..5f345e5
--- /dev/null
+++ b/outputs/downstream_capacity_random_main_fast/width_summary.partial.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ddce2979adfbd7145dc6776ebcc726fcd8904a7c0665a7e441d15bec0dfa8a3e
+size 2949
diff --git a/outputs/downstream_capacity_random_sgd_probe/bp_fa_test_mse_vs_width.png b/outputs/downstream_capacity_random_sgd_probe/bp_fa_test_mse_vs_width.png
new file mode 100644
index 0000000..548ffe2
--- /dev/null
+++ b/outputs/downstream_capacity_random_sgd_probe/bp_fa_test_mse_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:75c26cb030b81309255b14b351c44e2fb79054a31d6202d88e93f3238966662a
+size 79562
diff --git a/outputs/downstream_capacity_random_sgd_probe/bp_fa_train_mse_vs_width.png b/outputs/downstream_capacity_random_sgd_probe/bp_fa_train_mse_vs_width.png
new file mode 100644
index 0000000..ed95d4c
--- /dev/null
+++ b/outputs/downstream_capacity_random_sgd_probe/bp_fa_train_mse_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8a0673707d925dbf961e94573e53e575cf147e4302cf03d4bbe158e346963af2
+size 77977
diff --git a/outputs/downstream_capacity_random_sgd_probe/capacity_terms_vs_width.png b/outputs/downstream_capacity_random_sgd_probe/capacity_terms_vs_width.png
new file mode 100644
index 0000000..e348385
--- /dev/null
+++ b/outputs/downstream_capacity_random_sgd_probe/capacity_terms_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b7575ad631989b7a9189479800e0b78ab1aa134ee4f13741c5f81bd6d01695c7
+size 64539
diff --git a/outputs/downstream_capacity_random_sgd_probe/gap_vs_redundancy_score.png b/outputs/downstream_capacity_random_sgd_probe/gap_vs_redundancy_score.png
new file mode 100644
index 0000000..8c122cb
--- /dev/null
+++ b/outputs/downstream_capacity_random_sgd_probe/gap_vs_redundancy_score.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e159dda99304609ed1b91cc0c7054777357fa3e30a5540a63f152d858b03a75f
+size 58030
diff --git a/outputs/downstream_capacity_random_sgd_probe/gap_vs_width.png b/outputs/downstream_capacity_random_sgd_probe/gap_vs_width.png
new file mode 100644
index 0000000..228590c
--- /dev/null
+++ b/outputs/downstream_capacity_random_sgd_probe/gap_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bd2a6725fd8a98606a74aed30e1459c9798948160da4f347a7cedf508c418b14
+size 55744
diff --git a/outputs/downstream_capacity_random_sgd_probe/runs.csv b/outputs/downstream_capacity_random_sgd_probe/runs.csv
new file mode 100644
index 0000000..a2db123
--- /dev/null
+++ b/outputs/downstream_capacity_random_sgd_probe/runs.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:88b3cd91c5cb32d1d6d9e764599f8a6d54fe27f4895456d591236827eea79318
+size 8137
diff --git a/outputs/downstream_capacity_random_sgd_probe/runs.partial.csv b/outputs/downstream_capacity_random_sgd_probe/runs.partial.csv
new file mode 100644
index 0000000..a2db123
--- /dev/null
+++ b/outputs/downstream_capacity_random_sgd_probe/runs.partial.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:88b3cd91c5cb32d1d6d9e764599f8a6d54fe27f4895456d591236827eea79318
+size 8137
diff --git a/outputs/downstream_capacity_random_sgd_probe/summary.json b/outputs/downstream_capacity_random_sgd_probe/summary.json
new file mode 100644
index 0000000..3e7815b
--- /dev/null
+++ b/outputs/downstream_capacity_random_sgd_probe/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5cb1a196aa88c8b2862bdb54d157547bf76d87117f11493b853e269f278ce94f
+size 7675
diff --git a/outputs/downstream_capacity_random_sgd_probe/train_gap_trajectory_distribution_vs_fa_margin.png b/outputs/downstream_capacity_random_sgd_probe/train_gap_trajectory_distribution_vs_fa_margin.png
new file mode 100644
index 0000000..ed0603b
--- /dev/null
+++ b/outputs/downstream_capacity_random_sgd_probe/train_gap_trajectory_distribution_vs_fa_margin.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a2dec910a4edcebcf41b2972c09c54b8f49eb1b7456209e78623539253af026c
+size 78838
diff --git a/outputs/downstream_capacity_random_sgd_probe/train_gap_vs_fa_capacity_margin.png b/outputs/downstream_capacity_random_sgd_probe/train_gap_vs_fa_capacity_margin.png
new file mode 100644
index 0000000..2d5f14e
--- /dev/null
+++ b/outputs/downstream_capacity_random_sgd_probe/train_gap_vs_fa_capacity_margin.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7c718d7818a83e36120a50b6e313dfa1ed0746dd65fdff463bea160f1729debc
+size 58579
diff --git a/outputs/downstream_capacity_random_sgd_probe/train_gap_vs_width.png b/outputs/downstream_capacity_random_sgd_probe/train_gap_vs_width.png
new file mode 100644
index 0000000..55164d6
--- /dev/null
+++ b/outputs/downstream_capacity_random_sgd_probe/train_gap_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b5347a9aba2f68043efb3707a6a722b0a3009ee6e207b7afff81e8160b4c811c
+size 62322
diff --git a/outputs/downstream_capacity_random_sgd_probe/train_mse_trajectory_distribution.png b/outputs/downstream_capacity_random_sgd_probe/train_mse_trajectory_distribution.png
new file mode 100644
index 0000000..8849f6e
--- /dev/null
+++ b/outputs/downstream_capacity_random_sgd_probe/train_mse_trajectory_distribution.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:37304e6941281a6f98fdf39150a3a73a1c238845fb82753a0dff2e05792dcf3d
+size 99579
diff --git a/outputs/downstream_capacity_random_sgd_probe/width_summary.csv b/outputs/downstream_capacity_random_sgd_probe/width_summary.csv
new file mode 100644
index 0000000..32bbb01
--- /dev/null
+++ b/outputs/downstream_capacity_random_sgd_probe/width_summary.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:223b569b08447b8bf70c87b9e76d0bcc03e831dd83f1037872f69d720ee46ae9
+size 2560
diff --git a/outputs/downstream_capacity_random_sgd_probe/width_summary.partial.csv b/outputs/downstream_capacity_random_sgd_probe/width_summary.partial.csv
new file mode 100644
index 0000000..32bbb01
--- /dev/null
+++ b/outputs/downstream_capacity_random_sgd_probe/width_summary.partial.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:223b569b08447b8bf70c87b9e76d0bcc03e831dd83f1037872f69d720ee46ae9
+size 2560
diff --git a/outputs/downstream_capacity_random_sgd_short_256/bp_fa_test_mse_vs_width.png b/outputs/downstream_capacity_random_sgd_short_256/bp_fa_test_mse_vs_width.png
new file mode 100644
index 0000000..7972e39
--- /dev/null
+++ b/outputs/downstream_capacity_random_sgd_short_256/bp_fa_test_mse_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8ab7661f919d32354dfe7379042131d1b1bb728fcb5ed6a5c9e0b1a1a044e1f1
+size 72597
diff --git a/outputs/downstream_capacity_random_sgd_short_256/bp_fa_train_mse_vs_width.png b/outputs/downstream_capacity_random_sgd_short_256/bp_fa_train_mse_vs_width.png
new file mode 100644
index 0000000..abdae0e
--- /dev/null
+++ b/outputs/downstream_capacity_random_sgd_short_256/bp_fa_train_mse_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4f8f6a7189c2eca7841cc3be8ed00b2223ccc6692cbdd70e4c3e3771faf3d468
+size 65888
diff --git a/outputs/downstream_capacity_random_sgd_short_256/capacity_terms_vs_width.png b/outputs/downstream_capacity_random_sgd_short_256/capacity_terms_vs_width.png
new file mode 100644
index 0000000..e348385
--- /dev/null
+++ b/outputs/downstream_capacity_random_sgd_short_256/capacity_terms_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b7575ad631989b7a9189479800e0b78ab1aa134ee4f13741c5f81bd6d01695c7
+size 64539
diff --git a/outputs/downstream_capacity_random_sgd_short_256/gap_vs_redundancy_score.png b/outputs/downstream_capacity_random_sgd_short_256/gap_vs_redundancy_score.png
new file mode 100644
index 0000000..f369086
--- /dev/null
+++ b/outputs/downstream_capacity_random_sgd_short_256/gap_vs_redundancy_score.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8503dd4609986cfb29e547fcdecd6d3bf24be31d1e4dfa106382ba1f4535e0b6
+size 52491
diff --git a/outputs/downstream_capacity_random_sgd_short_256/gap_vs_width.png b/outputs/downstream_capacity_random_sgd_short_256/gap_vs_width.png
new file mode 100644
index 0000000..fdd8865
--- /dev/null
+++ b/outputs/downstream_capacity_random_sgd_short_256/gap_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:227a2830469e9f62ac275311192d919084aba1b6c30bb5be1d6d886b75acfb7c
+size 49426
diff --git a/outputs/downstream_capacity_random_sgd_short_256/runs.csv b/outputs/downstream_capacity_random_sgd_short_256/runs.csv
new file mode 100644
index 0000000..252c439
--- /dev/null
+++ b/outputs/downstream_capacity_random_sgd_short_256/runs.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ed295c40c422687ce65b0ae63ca855c6104e53ce59bdb17ceefa4588b191236f
+size 57448
diff --git a/outputs/downstream_capacity_random_sgd_short_256/runs.partial.csv b/outputs/downstream_capacity_random_sgd_short_256/runs.partial.csv
new file mode 100644
index 0000000..252c439
--- /dev/null
+++ b/outputs/downstream_capacity_random_sgd_short_256/runs.partial.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ed295c40c422687ce65b0ae63ca855c6104e53ce59bdb17ceefa4588b191236f
+size 57448
diff --git a/outputs/downstream_capacity_random_sgd_short_256/summary.json b/outputs/downstream_capacity_random_sgd_short_256/summary.json
new file mode 100644
index 0000000..9189b7c
--- /dev/null
+++ b/outputs/downstream_capacity_random_sgd_short_256/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8106c551d851e25a93e884e776f14c645d8c700340f650e4962fea94db845aa1
+size 7905
diff --git a/outputs/downstream_capacity_random_sgd_short_256/train_gap_trajectory_distribution_vs_fa_margin.png b/outputs/downstream_capacity_random_sgd_short_256/train_gap_trajectory_distribution_vs_fa_margin.png
new file mode 100644
index 0000000..43a7747
--- /dev/null
+++ b/outputs/downstream_capacity_random_sgd_short_256/train_gap_trajectory_distribution_vs_fa_margin.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d93f316efe14abcb711cc9fcbfe5cf1a2a9d31539f5b819645608f254dca830e
+size 87253
diff --git a/outputs/downstream_capacity_random_sgd_short_256/train_gap_vs_fa_capacity_margin.png b/outputs/downstream_capacity_random_sgd_short_256/train_gap_vs_fa_capacity_margin.png
new file mode 100644
index 0000000..674c668
--- /dev/null
+++ b/outputs/downstream_capacity_random_sgd_short_256/train_gap_vs_fa_capacity_margin.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e16418597fd0da56354f1d54dfcc645d0c4d32d98ce386ba4bc07ff62fc6444d
+size 54036
diff --git a/outputs/downstream_capacity_random_sgd_short_256/train_gap_vs_width.png b/outputs/downstream_capacity_random_sgd_short_256/train_gap_vs_width.png
new file mode 100644
index 0000000..bdc4393
--- /dev/null
+++ b/outputs/downstream_capacity_random_sgd_short_256/train_gap_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ea4778d29719b8ec9cb13c1333ad37e094fdb36510e994fc924ccf24d4396460
+size 56478
diff --git a/outputs/downstream_capacity_random_sgd_short_256/train_mse_trajectory_distribution.png b/outputs/downstream_capacity_random_sgd_short_256/train_mse_trajectory_distribution.png
new file mode 100644
index 0000000..5d22cec
--- /dev/null
+++ b/outputs/downstream_capacity_random_sgd_short_256/train_mse_trajectory_distribution.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:25d60747922686ce417eab318175a3b9141fa778eb29b45264b532ba792b15c5
+size 111551
diff --git a/outputs/downstream_capacity_random_sgd_short_256/width_summary.csv b/outputs/downstream_capacity_random_sgd_short_256/width_summary.csv
new file mode 100644
index 0000000..54d9985
--- /dev/null
+++ b/outputs/downstream_capacity_random_sgd_short_256/width_summary.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:24cfd1373e0dc0c668413c0c8d1a3c13ea5498d85bbbdc6e70a0add7ff4d00ba
+size 2788
diff --git a/outputs/downstream_capacity_random_sgd_short_256/width_summary.partial.csv b/outputs/downstream_capacity_random_sgd_short_256/width_summary.partial.csv
new file mode 100644
index 0000000..54d9985
--- /dev/null
+++ b/outputs/downstream_capacity_random_sgd_short_256/width_summary.partial.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:24cfd1373e0dc0c668413c0c8d1a3c13ea5498d85bbbdc6e70a0add7ff4d00ba
+size 2788
diff --git a/outputs/downstream_capacity_random_sgd_short_probe/bp_fa_test_mse_vs_width.png b/outputs/downstream_capacity_random_sgd_short_probe/bp_fa_test_mse_vs_width.png
new file mode 100644
index 0000000..f13cc6c
--- /dev/null
+++ b/outputs/downstream_capacity_random_sgd_short_probe/bp_fa_test_mse_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:76c002354a0d7a72218bad8c4f61797fd38e4a42b2e1d1722a413eef0b8b6772
+size 103959
diff --git a/outputs/downstream_capacity_random_sgd_short_probe/bp_fa_train_mse_vs_width.png b/outputs/downstream_capacity_random_sgd_short_probe/bp_fa_train_mse_vs_width.png
new file mode 100644
index 0000000..7c48dcf
--- /dev/null
+++ b/outputs/downstream_capacity_random_sgd_short_probe/bp_fa_train_mse_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:eb8473b5241681d484f4e6d7ded98a47cd85a48b44d07bfeb78b547bbb1de323
+size 94565
diff --git a/outputs/downstream_capacity_random_sgd_short_probe/capacity_terms_vs_width.png b/outputs/downstream_capacity_random_sgd_short_probe/capacity_terms_vs_width.png
new file mode 100644
index 0000000..e348385
--- /dev/null
+++ b/outputs/downstream_capacity_random_sgd_short_probe/capacity_terms_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b7575ad631989b7a9189479800e0b78ab1aa134ee4f13741c5f81bd6d01695c7
+size 64539
diff --git a/outputs/downstream_capacity_random_sgd_short_probe/gap_vs_redundancy_score.png b/outputs/downstream_capacity_random_sgd_short_probe/gap_vs_redundancy_score.png
new file mode 100644
index 0000000..06095cc
--- /dev/null
+++ b/outputs/downstream_capacity_random_sgd_short_probe/gap_vs_redundancy_score.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fcfc1d3646bd79643bed896097433dfb1eb4231de79b4adabd6288e38a261ea6
+size 59729
diff --git a/outputs/downstream_capacity_random_sgd_short_probe/gap_vs_width.png b/outputs/downstream_capacity_random_sgd_short_probe/gap_vs_width.png
new file mode 100644
index 0000000..7b2367c
--- /dev/null
+++ b/outputs/downstream_capacity_random_sgd_short_probe/gap_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:41202ba9c96474f07f8f827d5d383b7c56af252e12e2a1d434eb88f65d5783f1
+size 56262
diff --git a/outputs/downstream_capacity_random_sgd_short_probe/runs.csv b/outputs/downstream_capacity_random_sgd_short_probe/runs.csv
new file mode 100644
index 0000000..67420fc
--- /dev/null
+++ b/outputs/downstream_capacity_random_sgd_short_probe/runs.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c720ccc82dd507e4eda024c4a63562a619cf3963a8611307f6f404786f190fd4
+size 8062
diff --git a/outputs/downstream_capacity_random_sgd_short_probe/runs.partial.csv b/outputs/downstream_capacity_random_sgd_short_probe/runs.partial.csv
new file mode 100644
index 0000000..67420fc
--- /dev/null
+++ b/outputs/downstream_capacity_random_sgd_short_probe/runs.partial.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c720ccc82dd507e4eda024c4a63562a619cf3963a8611307f6f404786f190fd4
+size 8062
diff --git a/outputs/downstream_capacity_random_sgd_short_probe/summary.json b/outputs/downstream_capacity_random_sgd_short_probe/summary.json
new file mode 100644
index 0000000..549f59e
--- /dev/null
+++ b/outputs/downstream_capacity_random_sgd_short_probe/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:da7565af4538a6f5fcbe5af2a6eb53a9b039d4adc135359ab5ad20b47d1bb744
+size 7679
diff --git a/outputs/downstream_capacity_random_sgd_short_probe/train_gap_trajectory_distribution_vs_fa_margin.png b/outputs/downstream_capacity_random_sgd_short_probe/train_gap_trajectory_distribution_vs_fa_margin.png
new file mode 100644
index 0000000..d170cfb
--- /dev/null
+++ b/outputs/downstream_capacity_random_sgd_short_probe/train_gap_trajectory_distribution_vs_fa_margin.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9983e9942e39c2cffb9184f5fcc05f22af0a461bcec9a31b6a4959161b08db3e
+size 85092
diff --git a/outputs/downstream_capacity_random_sgd_short_probe/train_gap_vs_fa_capacity_margin.png b/outputs/downstream_capacity_random_sgd_short_probe/train_gap_vs_fa_capacity_margin.png
new file mode 100644
index 0000000..927e94d
--- /dev/null
+++ b/outputs/downstream_capacity_random_sgd_short_probe/train_gap_vs_fa_capacity_margin.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:caa51bf0c577da89ad6f4f40c5fd9335d5cd228360ad59597b4f6e70dbedab5b
+size 65183
diff --git a/outputs/downstream_capacity_random_sgd_short_probe/train_gap_vs_width.png b/outputs/downstream_capacity_random_sgd_short_probe/train_gap_vs_width.png
new file mode 100644
index 0000000..faba02f
--- /dev/null
+++ b/outputs/downstream_capacity_random_sgd_short_probe/train_gap_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9dc19af3631b3bf482d2b2479d917b1e732eec22999ba44d86bc3d7907231814
+size 63329
diff --git a/outputs/downstream_capacity_random_sgd_short_probe/train_mse_trajectory_distribution.png b/outputs/downstream_capacity_random_sgd_short_probe/train_mse_trajectory_distribution.png
new file mode 100644
index 0000000..ea615e6
--- /dev/null
+++ b/outputs/downstream_capacity_random_sgd_short_probe/train_mse_trajectory_distribution.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3e61d3af766eebaf3057ffc4285cb9823336dabfad97d9ec4ac79eb498ae3974
+size 119463
diff --git a/outputs/downstream_capacity_random_sgd_short_probe/width_summary.csv b/outputs/downstream_capacity_random_sgd_short_probe/width_summary.csv
new file mode 100644
index 0000000..ddfddc2
--- /dev/null
+++ b/outputs/downstream_capacity_random_sgd_short_probe/width_summary.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ece8942c24ea0528fc9fe6692b5ec5b3b86dd8630be28a36652910d4e647ba4d
+size 2560
diff --git a/outputs/downstream_capacity_random_sgd_short_probe/width_summary.partial.csv b/outputs/downstream_capacity_random_sgd_short_probe/width_summary.partial.csv
new file mode 100644
index 0000000..ddfddc2
--- /dev/null
+++ b/outputs/downstream_capacity_random_sgd_short_probe/width_summary.partial.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ece8942c24ea0528fc9fe6692b5ec5b3b86dd8630be28a36652910d4e647ba4d
+size 2560
diff --git a/outputs/downstream_capacity_random_smoke/bp_fa_test_mse_vs_width.png b/outputs/downstream_capacity_random_smoke/bp_fa_test_mse_vs_width.png
new file mode 100644
index 0000000..fdb94e4
--- /dev/null
+++ b/outputs/downstream_capacity_random_smoke/bp_fa_test_mse_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:178d51e78091fe3b4c2100c3c4d4f4db49a0ec840738323b2b97f93e3f6e2255
+size 78611
diff --git a/outputs/downstream_capacity_random_smoke/bp_fa_train_mse_vs_width.png b/outputs/downstream_capacity_random_smoke/bp_fa_train_mse_vs_width.png
new file mode 100644
index 0000000..b65bcba
--- /dev/null
+++ b/outputs/downstream_capacity_random_smoke/bp_fa_train_mse_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:eeff1c694874995bd2eeffa66143cdf1ff6c0f346cd017e7de6b103f431b3a5e
+size 74592
diff --git a/outputs/downstream_capacity_random_smoke/capacity_terms_vs_width.png b/outputs/downstream_capacity_random_smoke/capacity_terms_vs_width.png
new file mode 100644
index 0000000..dc8d02e
--- /dev/null
+++ b/outputs/downstream_capacity_random_smoke/capacity_terms_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:95cd9d4e74a9e1ccb1eb6279227ad824dabb726ebff83c23d38a324c3b6e32e7
+size 62067
diff --git a/outputs/downstream_capacity_random_smoke/gap_vs_redundancy_score.png b/outputs/downstream_capacity_random_smoke/gap_vs_redundancy_score.png
new file mode 100644
index 0000000..7c62eb9
--- /dev/null
+++ b/outputs/downstream_capacity_random_smoke/gap_vs_redundancy_score.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dd86e0c1e23f699f9a3b647e7d0e179e227da0f193b43132e558220aceb5e9fb
+size 55510
diff --git a/outputs/downstream_capacity_random_smoke/gap_vs_width.png b/outputs/downstream_capacity_random_smoke/gap_vs_width.png
new file mode 100644
index 0000000..b7aaeb7
--- /dev/null
+++ b/outputs/downstream_capacity_random_smoke/gap_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e41dc2d78fa37525a5e66fdbec20345ae41665f7031c233213733c0d6040b3f4
+size 49257
diff --git a/outputs/downstream_capacity_random_smoke/runs.csv b/outputs/downstream_capacity_random_smoke/runs.csv
new file mode 100644
index 0000000..cc03bed
--- /dev/null
+++ b/outputs/downstream_capacity_random_smoke/runs.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:48983e2e72e4ea4ebec9fa16d5768967104604b75216e9636ae037285885be2b
+size 25033
diff --git a/outputs/downstream_capacity_random_smoke/summary.json b/outputs/downstream_capacity_random_smoke/summary.json
new file mode 100644
index 0000000..19a8c90
--- /dev/null
+++ b/outputs/downstream_capacity_random_smoke/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:710633bf5a677a233654abf2fcab187aa7a4f9d9a999af35aa9cbdb5b0c9bb17
+size 6122
diff --git a/outputs/downstream_capacity_random_smoke/train_gap_vs_fa_capacity_margin.png b/outputs/downstream_capacity_random_smoke/train_gap_vs_fa_capacity_margin.png
new file mode 100644
index 0000000..615ed3d
--- /dev/null
+++ b/outputs/downstream_capacity_random_smoke/train_gap_vs_fa_capacity_margin.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f747341ece6a09b102b8a5dccab860f9db1478b44da4523028888e48321e5e1d
+size 53002
diff --git a/outputs/downstream_capacity_random_smoke/train_gap_vs_width.png b/outputs/downstream_capacity_random_smoke/train_gap_vs_width.png
new file mode 100644
index 0000000..9a25dc4
--- /dev/null
+++ b/outputs/downstream_capacity_random_smoke/train_gap_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c7fc735fa49cfb6a3455a926bb2985434269535717433949b0f3e721febe6540
+size 53835
diff --git a/outputs/downstream_capacity_random_smoke/width_summary.csv b/outputs/downstream_capacity_random_smoke/width_summary.csv
new file mode 100644
index 0000000..9860d0a
--- /dev/null
+++ b/outputs/downstream_capacity_random_smoke/width_summary.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:05ca9af3d5cf0b079c1bdcbbb960f07a06f2fc4757c52d2732d0982f8ed3ea7f
+size 2263
diff --git a/outputs/downstream_capacity_sweep/bp_fa_test_mse_vs_width.png b/outputs/downstream_capacity_sweep/bp_fa_test_mse_vs_width.png
new file mode 100644
index 0000000..a63cbd7
--- /dev/null
+++ b/outputs/downstream_capacity_sweep/bp_fa_test_mse_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:180ce77a5c8ba0703db8c12429e7ae31f5b5681e9a3908860aa209dab07741dc
+size 63321
diff --git a/outputs/downstream_capacity_sweep/capacity_terms_vs_width.png b/outputs/downstream_capacity_sweep/capacity_terms_vs_width.png
new file mode 100644
index 0000000..6dadb3a
--- /dev/null
+++ b/outputs/downstream_capacity_sweep/capacity_terms_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:69bac71043b66f9381401c820d09bdeac744a251c1bd912ea689cdc04fe9814e
+size 56388
diff --git a/outputs/downstream_capacity_sweep/gap_vs_redundancy_score.png b/outputs/downstream_capacity_sweep/gap_vs_redundancy_score.png
new file mode 100644
index 0000000..4f53d52
--- /dev/null
+++ b/outputs/downstream_capacity_sweep/gap_vs_redundancy_score.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8e608037604b004b876bdae6ee0dc363dbe6dc299403de7485624641fe3f305d
+size 47493
diff --git a/outputs/downstream_capacity_sweep/gap_vs_width.png b/outputs/downstream_capacity_sweep/gap_vs_width.png
new file mode 100644
index 0000000..ffcf496
--- /dev/null
+++ b/outputs/downstream_capacity_sweep/gap_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:afc30926ce8f27475d9656d279832c48235a0641c17b9d1777ecb1e2a30276c6
+size 40737
diff --git a/outputs/downstream_capacity_sweep/runs.csv b/outputs/downstream_capacity_sweep/runs.csv
new file mode 100644
index 0000000..a9c3eda
--- /dev/null
+++ b/outputs/downstream_capacity_sweep/runs.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c940329207f5907f3cfaad73b97ee534a839e11dc3915bbe0b09ef398e95ba77
+size 7139
diff --git a/outputs/downstream_capacity_sweep/summary.json b/outputs/downstream_capacity_sweep/summary.json
new file mode 100644
index 0000000..1644904
--- /dev/null
+++ b/outputs/downstream_capacity_sweep/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:615c3f229643516927845749061354d0ab90925d821b13c53835e6ce199d818f
+size 3115
diff --git a/outputs/downstream_capacity_sweep/width_summary.csv b/outputs/downstream_capacity_sweep/width_summary.csv
new file mode 100644
index 0000000..9cd7c27
--- /dev/null
+++ b/outputs/downstream_capacity_sweep/width_summary.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b2701f42287c847b89358dc1654ce954edb3b60fcd53ac2b0c94aebab83f6c5f
+size 1131
diff --git a/outputs/downstream_capacity_sweep_mlp_teacher_medium/bp_fa_test_mse_vs_width.png b/outputs/downstream_capacity_sweep_mlp_teacher_medium/bp_fa_test_mse_vs_width.png
new file mode 100644
index 0000000..c09baff
--- /dev/null
+++ b/outputs/downstream_capacity_sweep_mlp_teacher_medium/bp_fa_test_mse_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:680e8126c67bc3e71900ebcafd3cc9cff232073ec53faded4bc9c04c261d96dc
+size 67286
diff --git a/outputs/downstream_capacity_sweep_mlp_teacher_medium/capacity_terms_vs_width.png b/outputs/downstream_capacity_sweep_mlp_teacher_medium/capacity_terms_vs_width.png
new file mode 100644
index 0000000..3c53f60
--- /dev/null
+++ b/outputs/downstream_capacity_sweep_mlp_teacher_medium/capacity_terms_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:624fb8490f9b3394f250542946a9204cf3654bb7694741f013913cf3592deb6a
+size 59434
diff --git a/outputs/downstream_capacity_sweep_mlp_teacher_medium/gap_vs_redundancy_score.png b/outputs/downstream_capacity_sweep_mlp_teacher_medium/gap_vs_redundancy_score.png
new file mode 100644
index 0000000..c49c5c8
--- /dev/null
+++ b/outputs/downstream_capacity_sweep_mlp_teacher_medium/gap_vs_redundancy_score.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d21e317c205b67d8f5fc40dfcce7828f96b725c90a9531ced5473f0eec5c48c4
+size 50604
diff --git a/outputs/downstream_capacity_sweep_mlp_teacher_medium/gap_vs_width.png b/outputs/downstream_capacity_sweep_mlp_teacher_medium/gap_vs_width.png
new file mode 100644
index 0000000..d04bd01
--- /dev/null
+++ b/outputs/downstream_capacity_sweep_mlp_teacher_medium/gap_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f734129906d34fcdf67d8cb5efa5c089c5c7ad3e1d1e6f338b1da06b9a2e3a08
+size 44673
diff --git a/outputs/downstream_capacity_sweep_mlp_teacher_medium/runs.csv b/outputs/downstream_capacity_sweep_mlp_teacher_medium/runs.csv
new file mode 100644
index 0000000..231dd11
--- /dev/null
+++ b/outputs/downstream_capacity_sweep_mlp_teacher_medium/runs.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:eb835d484a377378164836eacd1730c381ad8de8e523463e330181ab72f407ad
+size 86709
diff --git a/outputs/downstream_capacity_sweep_mlp_teacher_medium/summary.json b/outputs/downstream_capacity_sweep_mlp_teacher_medium/summary.json
new file mode 100644
index 0000000..ad096bd
--- /dev/null
+++ b/outputs/downstream_capacity_sweep_mlp_teacher_medium/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:758629458bb06b90785b66f88c4a19fcbc3603a57fcfb9b5ca31cafdf802db07
+size 5312
diff --git a/outputs/downstream_capacity_sweep_mlp_teacher_medium/width_summary.csv b/outputs/downstream_capacity_sweep_mlp_teacher_medium/width_summary.csv
new file mode 100644
index 0000000..39c48de
--- /dev/null
+++ b/outputs/downstream_capacity_sweep_mlp_teacher_medium/width_summary.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:05146247f069b8f0c9bfc81c6f8c4c71dd8ae20fbc95dfb051579c3671b7eae6
+size 1886
diff --git a/outputs/downstream_capacity_sweep_mlp_teacher_smoke/bp_fa_test_mse_vs_width.png b/outputs/downstream_capacity_sweep_mlp_teacher_smoke/bp_fa_test_mse_vs_width.png
new file mode 100644
index 0000000..e3165b2
--- /dev/null
+++ b/outputs/downstream_capacity_sweep_mlp_teacher_smoke/bp_fa_test_mse_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b0d59bb413bcf2bc82ca2695a38cc9d7bdcd5f7a18efe04a40bb2a0579c6a1fb
+size 67166
diff --git a/outputs/downstream_capacity_sweep_mlp_teacher_smoke/capacity_terms_vs_width.png b/outputs/downstream_capacity_sweep_mlp_teacher_smoke/capacity_terms_vs_width.png
new file mode 100644
index 0000000..8b7d983
--- /dev/null
+++ b/outputs/downstream_capacity_sweep_mlp_teacher_smoke/capacity_terms_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:02759a443de935f5d46e9abb4ad28c6fbddc9c6852936f4bcdd6d5c55dfd7690
+size 54390
diff --git a/outputs/downstream_capacity_sweep_mlp_teacher_smoke/gap_vs_redundancy_score.png b/outputs/downstream_capacity_sweep_mlp_teacher_smoke/gap_vs_redundancy_score.png
new file mode 100644
index 0000000..a435fee
--- /dev/null
+++ b/outputs/downstream_capacity_sweep_mlp_teacher_smoke/gap_vs_redundancy_score.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cfb74215ee93506d05fb314b8429dc079394b678d5b5e01d37ae81eb287f2b1b
+size 51733
diff --git a/outputs/downstream_capacity_sweep_mlp_teacher_smoke/gap_vs_width.png b/outputs/downstream_capacity_sweep_mlp_teacher_smoke/gap_vs_width.png
new file mode 100644
index 0000000..1fb5c30
--- /dev/null
+++ b/outputs/downstream_capacity_sweep_mlp_teacher_smoke/gap_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:feed0182b9236fc38c3195092f301a1a38897835880572ca37ae60c06de5872f
+size 50657
diff --git a/outputs/downstream_capacity_sweep_mlp_teacher_smoke/runs.csv b/outputs/downstream_capacity_sweep_mlp_teacher_smoke/runs.csv
new file mode 100644
index 0000000..ad54b20
--- /dev/null
+++ b/outputs/downstream_capacity_sweep_mlp_teacher_smoke/runs.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fac899e9aefa413256ab9ea2c315e640dce91447b4c9896a81d6cf22bbc43d4d
+size 6806
diff --git a/outputs/downstream_capacity_sweep_mlp_teacher_smoke/summary.json b/outputs/downstream_capacity_sweep_mlp_teacher_smoke/summary.json
new file mode 100644
index 0000000..232d400
--- /dev/null
+++ b/outputs/downstream_capacity_sweep_mlp_teacher_smoke/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2aec647a306afd8b17ff2b090540840db74138e18e4cbe04ef05f03c8d1d9ad0
+size 3196
diff --git a/outputs/downstream_capacity_sweep_mlp_teacher_smoke/width_summary.csv b/outputs/downstream_capacity_sweep_mlp_teacher_smoke/width_summary.csv
new file mode 100644
index 0000000..dc998d6
--- /dev/null
+++ b/outputs/downstream_capacity_sweep_mlp_teacher_smoke/width_summary.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:461459dfa39c892a71f0c40f42bc8225612a6b6fc353dbecf86b8f9d06209065
+size 1086
diff --git a/outputs/downstream_capacity_sweep_rank16/bp_fa_test_mse_vs_width.png b/outputs/downstream_capacity_sweep_rank16/bp_fa_test_mse_vs_width.png
new file mode 100644
index 0000000..35c97c7
--- /dev/null
+++ b/outputs/downstream_capacity_sweep_rank16/bp_fa_test_mse_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b81333c2fc45becda883e94c134af8523c5558a998562d69b5b91c420f2e8352
+size 48842
diff --git a/outputs/downstream_capacity_sweep_rank16/capacity_terms_vs_width.png b/outputs/downstream_capacity_sweep_rank16/capacity_terms_vs_width.png
new file mode 100644
index 0000000..de47d35
--- /dev/null
+++ b/outputs/downstream_capacity_sweep_rank16/capacity_terms_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:45343df8511190089e78ff4e02e5ceb5a4265832bb736ce51a529779ac7bdd16
+size 54362
diff --git a/outputs/downstream_capacity_sweep_rank16/gap_vs_redundancy_score.png b/outputs/downstream_capacity_sweep_rank16/gap_vs_redundancy_score.png
new file mode 100644
index 0000000..b77f38d
--- /dev/null
+++ b/outputs/downstream_capacity_sweep_rank16/gap_vs_redundancy_score.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1c6e654dc5b9d6380db1133d0d5ca59a3b53121a45eabd23f831d15d6a78b5b9
+size 50071
diff --git a/outputs/downstream_capacity_sweep_rank16/gap_vs_width.png b/outputs/downstream_capacity_sweep_rank16/gap_vs_width.png
new file mode 100644
index 0000000..7b23e63
--- /dev/null
+++ b/outputs/downstream_capacity_sweep_rank16/gap_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:342def069e19419d441e85a8d4b78b964d514411ab2f8c8bcb36e69f1b9c8eaa
+size 40255
diff --git a/outputs/downstream_capacity_sweep_rank16/runs.csv b/outputs/downstream_capacity_sweep_rank16/runs.csv
new file mode 100644
index 0000000..0d18f6a
--- /dev/null
+++ b/outputs/downstream_capacity_sweep_rank16/runs.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dc13c03a8189f1249d683db9eb74031d36c3fcbaa45ef4d1371a5111d4ad5713
+size 7102
diff --git a/outputs/downstream_capacity_sweep_rank16/summary.json b/outputs/downstream_capacity_sweep_rank16/summary.json
new file mode 100644
index 0000000..8e4faa7
--- /dev/null
+++ b/outputs/downstream_capacity_sweep_rank16/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:71d923eee081299941c61c1a6cc664d7007c7e95edb8b41a2861a2d484192fdf
+size 3104
diff --git a/outputs/downstream_capacity_sweep_rank16/width_summary.csv b/outputs/downstream_capacity_sweep_rank16/width_summary.csv
new file mode 100644
index 0000000..10b7b8f
--- /dev/null
+++ b/outputs/downstream_capacity_sweep_rank16/width_summary.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:602a493df172935af5f0525a1d63eae40768fe6bb42fe829c6daefc71d4a75ec
+size 1111
diff --git a/outputs/downstream_capacity_sweep_rank16_lr0005/bp_fa_test_mse_vs_width.png b/outputs/downstream_capacity_sweep_rank16_lr0005/bp_fa_test_mse_vs_width.png
new file mode 100644
index 0000000..e78eb43
--- /dev/null
+++ b/outputs/downstream_capacity_sweep_rank16_lr0005/bp_fa_test_mse_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f80fa38a95bd49d466815e87dc2e7eddd95201ba245373d11a2788684a30eb9b
+size 60955
diff --git a/outputs/downstream_capacity_sweep_rank16_lr0005/capacity_terms_vs_width.png b/outputs/downstream_capacity_sweep_rank16_lr0005/capacity_terms_vs_width.png
new file mode 100644
index 0000000..671f2e4
--- /dev/null
+++ b/outputs/downstream_capacity_sweep_rank16_lr0005/capacity_terms_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8ff732ce2aeee7c01ff7a33cb4bd786c316c88e422f83cd5b88e1e43d616997e
+size 55089
diff --git a/outputs/downstream_capacity_sweep_rank16_lr0005/gap_vs_redundancy_score.png b/outputs/downstream_capacity_sweep_rank16_lr0005/gap_vs_redundancy_score.png
new file mode 100644
index 0000000..e3b73ae
--- /dev/null
+++ b/outputs/downstream_capacity_sweep_rank16_lr0005/gap_vs_redundancy_score.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:02d5a97057d557bcbe274207ded5753c6c0d610a258d579a9bdd4e24f2d68197
+size 59326
diff --git a/outputs/downstream_capacity_sweep_rank16_lr0005/gap_vs_width.png b/outputs/downstream_capacity_sweep_rank16_lr0005/gap_vs_width.png
new file mode 100644
index 0000000..54a1be5
--- /dev/null
+++ b/outputs/downstream_capacity_sweep_rank16_lr0005/gap_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:02fef613c36b790bab6f64751f4f8a157501ec977e2a045e1d9c11c3ccb1f75b
+size 52425
diff --git a/outputs/downstream_capacity_sweep_rank16_lr0005/runs.csv b/outputs/downstream_capacity_sweep_rank16_lr0005/runs.csv
new file mode 100644
index 0000000..90f12a9
--- /dev/null
+++ b/outputs/downstream_capacity_sweep_rank16_lr0005/runs.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3ce38cda7c7250c123e823755bbfc5e114da7a292ed30d74ffb391c7980706d5
+size 7093
diff --git a/outputs/downstream_capacity_sweep_rank16_lr0005/summary.json b/outputs/downstream_capacity_sweep_rank16_lr0005/summary.json
new file mode 100644
index 0000000..12849c7
--- /dev/null
+++ b/outputs/downstream_capacity_sweep_rank16_lr0005/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:76f45499b69af23b45dc055c9d1d554922d2e5b783826549133c0c58de6a1f9f
+size 3121
diff --git a/outputs/downstream_capacity_sweep_rank16_lr0005/width_summary.csv b/outputs/downstream_capacity_sweep_rank16_lr0005/width_summary.csv
new file mode 100644
index 0000000..850a9b1
--- /dev/null
+++ b/outputs/downstream_capacity_sweep_rank16_lr0005/width_summary.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a69a5a438014426f150b68b41475cc8be6d35bbc382899e2bced58f6e8bcffbe
+size 1119
diff --git a/outputs/early_directional_predictor_smoke/early_kernel_predictors.csv b/outputs/early_directional_predictor_smoke/early_kernel_predictors.csv
new file mode 100644
index 0000000..52a115d
--- /dev/null
+++ b/outputs/early_directional_predictor_smoke/early_kernel_predictors.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c8568f7f530b7a77592504bc536e701e87472f993c8224bc06c00fb5aa575dab
+size 2590
diff --git a/outputs/early_directional_predictor_smoke/summary.json b/outputs/early_directional_predictor_smoke/summary.json
new file mode 100644
index 0000000..2342e34
--- /dev/null
+++ b/outputs/early_directional_predictor_smoke/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:14c310e4a9cee46814c562fa07e71aa9b2e68b1a6180f26c47565718d3d9efa5
+size 6234
diff --git a/outputs/early_directional_predictors_T50_width64_N128/early_kernel_predictors.csv b/outputs/early_directional_predictors_T50_width64_N128/early_kernel_predictors.csv
new file mode 100644
index 0000000..ee036d2
--- /dev/null
+++ b/outputs/early_directional_predictors_T50_width64_N128/early_kernel_predictors.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a072d45db7a0a31d74d93e90d59b86cd5898e7a783564e267c8730bdc96c1c14
+size 9148
diff --git a/outputs/early_directional_predictors_T50_width64_N128/summary.json b/outputs/early_directional_predictors_T50_width64_N128/summary.json
new file mode 100644
index 0000000..bb4a2de
--- /dev/null
+++ b/outputs/early_directional_predictors_T50_width64_N128/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:380fdc6a76cf86f9d2b30774713c1aabfa3d1540d85b8d471f520ef29c7e9a96
+size 23496
diff --git a/outputs/early_directional_predictors_T50_width64_N160/early_kernel_predictors.csv b/outputs/early_directional_predictors_T50_width64_N160/early_kernel_predictors.csv
new file mode 100644
index 0000000..b40e395
--- /dev/null
+++ b/outputs/early_directional_predictors_T50_width64_N160/early_kernel_predictors.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:64d929f795cf5143fe94811db5b0d3eb0e30801086fb9dc9f575586c38d3213d
+size 9047
diff --git a/outputs/early_directional_predictors_T50_width64_N160/summary.json b/outputs/early_directional_predictors_T50_width64_N160/summary.json
new file mode 100644
index 0000000..6d02635
--- /dev/null
+++ b/outputs/early_directional_predictors_T50_width64_N160/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ab56ffa5c73b6329659b263ded2ef9c99aabf70d9e87ca4220624d405467a53d
+size 23395
diff --git a/outputs/early_directional_predictors_T50_width64_N192/early_kernel_predictors.csv b/outputs/early_directional_predictors_T50_width64_N192/early_kernel_predictors.csv
new file mode 100644
index 0000000..3e7211b
--- /dev/null
+++ b/outputs/early_directional_predictors_T50_width64_N192/early_kernel_predictors.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0bb008f3b579386773de962875d0b6f01717fc9db0af4515ffe1c615dcbfc6b7
+size 9043
diff --git a/outputs/early_directional_predictors_T50_width64_N192/summary.json b/outputs/early_directional_predictors_T50_width64_N192/summary.json
new file mode 100644
index 0000000..ff94842
--- /dev/null
+++ b/outputs/early_directional_predictors_T50_width64_N192/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c52e2763033f8198337248174e0c10fe00134d4f10096bea4003ec05cd058961
+size 23391
diff --git a/outputs/early_directional_predictors_T50_width64_N224/early_kernel_predictors.csv b/outputs/early_directional_predictors_T50_width64_N224/early_kernel_predictors.csv
new file mode 100644
index 0000000..7f6d076
--- /dev/null
+++ b/outputs/early_directional_predictors_T50_width64_N224/early_kernel_predictors.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:570f551507d1ef0908dfdea0893fa7831e809ebcb55a4527d840b28cd4a3ec11
+size 9018
diff --git a/outputs/early_directional_predictors_T50_width64_N224/summary.json b/outputs/early_directional_predictors_T50_width64_N224/summary.json
new file mode 100644
index 0000000..bcdac61
--- /dev/null
+++ b/outputs/early_directional_predictors_T50_width64_N224/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0a0769ffbf90d88611257a7a9e4a9261c418c5f1c9cc095996d10207c31f999b
+size 23366
diff --git a/outputs/early_directional_predictors_T50_width64_N256/early_kernel_predictors.csv b/outputs/early_directional_predictors_T50_width64_N256/early_kernel_predictors.csv
new file mode 100644
index 0000000..9f89d29
--- /dev/null
+++ b/outputs/early_directional_predictors_T50_width64_N256/early_kernel_predictors.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fab375e8bea60488e5f13320c089f9a5cc83ce9bc4ab61f84cce34b455c606c5
+size 9046
diff --git a/outputs/early_directional_predictors_T50_width64_N256/summary.json b/outputs/early_directional_predictors_T50_width64_N256/summary.json
new file mode 100644
index 0000000..74644df
--- /dev/null
+++ b/outputs/early_directional_predictors_T50_width64_N256/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:999225fe3381c3bb85093a6a6ff3f6215876d2c47e288caa165c72a9b4224516
+size 23394
diff --git a/outputs/early_directional_predictors_T50_width64_N320/early_kernel_predictors.csv b/outputs/early_directional_predictors_T50_width64_N320/early_kernel_predictors.csv
new file mode 100644
index 0000000..017b2f9
--- /dev/null
+++ b/outputs/early_directional_predictors_T50_width64_N320/early_kernel_predictors.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c3bf0b975edac2a6fc6cbda2f50589973d6abd4e44d4055e16b6a65f78c6219c
+size 9040
diff --git a/outputs/early_directional_predictors_T50_width64_N320/summary.json b/outputs/early_directional_predictors_T50_width64_N320/summary.json
new file mode 100644
index 0000000..af47e43
--- /dev/null
+++ b/outputs/early_directional_predictors_T50_width64_N320/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:af970de6f2cd6aef345d06b376d186353d2d0eb00891501305f84f631c730e17
+size 23388
diff --git a/outputs/early_directional_predictors_T50_width64_N64/early_kernel_predictors.csv b/outputs/early_directional_predictors_T50_width64_N64/early_kernel_predictors.csv
new file mode 100644
index 0000000..284b915
--- /dev/null
+++ b/outputs/early_directional_predictors_T50_width64_N64/early_kernel_predictors.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:aaf7e66443afb0de21d1e703ccd13938d4eb323546b15ff6384d39667edf77a0
+size 9116
diff --git a/outputs/early_directional_predictors_T50_width64_N64/summary.json b/outputs/early_directional_predictors_T50_width64_N64/summary.json
new file mode 100644
index 0000000..0e53893
--- /dev/null
+++ b/outputs/early_directional_predictors_T50_width64_N64/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:33ec6ff0f08de544df3dd7c0149777e0bcb3fbc37dce7bf7a4da78cd3576b496
+size 23462
diff --git a/outputs/early_directional_predictors_T50_width64_N96/early_kernel_predictors.csv b/outputs/early_directional_predictors_T50_width64_N96/early_kernel_predictors.csv
new file mode 100644
index 0000000..2364f2e
--- /dev/null
+++ b/outputs/early_directional_predictors_T50_width64_N96/early_kernel_predictors.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:56fb8a829998b97c55f6479996988559a33c626ca55f8a4385f979d11ea84fc0
+size 9013
diff --git a/outputs/early_directional_predictors_T50_width64_N96/summary.json b/outputs/early_directional_predictors_T50_width64_N96/summary.json
new file mode 100644
index 0000000..d71ab94
--- /dev/null
+++ b/outputs/early_directional_predictors_T50_width64_N96/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2ee1bf0d783675a35239eb9f67d1ea90d94cf5e12ba8ff98fa15fb1ad5a48f52
+size 23359
diff --git a/outputs/early_kernel_predictors_T50_N128_32runs/early_kernel_predictors.csv b/outputs/early_kernel_predictors_T50_N128_32runs/early_kernel_predictors.csv
new file mode 100644
index 0000000..4bfa04c
--- /dev/null
+++ b/outputs/early_kernel_predictors_T50_N128_32runs/early_kernel_predictors.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:383efe94b1c68f0b8487bae0425a0f66e66bf9062c03422520111ac99bc90a9d
+size 30356
diff --git a/outputs/early_kernel_predictors_T50_N128_32runs/summary.json b/outputs/early_kernel_predictors_T50_N128_32runs/summary.json
new file mode 100644
index 0000000..e58dcf1
--- /dev/null
+++ b/outputs/early_kernel_predictors_T50_N128_32runs/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:546ffe69c45960363f06b4feecb2c61048b41d0f5f885748e0dad99be9d3c568
+size 79266
diff --git a/outputs/early_kernel_predictors_T50_N128_probe/early_kernel_predictors.csv b/outputs/early_kernel_predictors_T50_N128_probe/early_kernel_predictors.csv
new file mode 100644
index 0000000..396d6e6
--- /dev/null
+++ b/outputs/early_kernel_predictors_T50_N128_probe/early_kernel_predictors.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d8cb3042435d94c5bad48f8d3f9f14c0158f53e7805483689f6c14156620f6d0
+size 7841
diff --git a/outputs/fa_tangent_hierarchy_derivative_probe_eps005/derivative_probe_rows.csv b/outputs/fa_tangent_hierarchy_derivative_probe_eps005/derivative_probe_rows.csv
new file mode 100644
index 0000000..8526f67
--- /dev/null
+++ b/outputs/fa_tangent_hierarchy_derivative_probe_eps005/derivative_probe_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e6169ff97a2c67f4581a73ae3e0a532a7650c623d43abac84acc0929140f3f84
+size 2238
diff --git a/outputs/fa_tangent_hierarchy_first_order_try/compressed_operator_rows.csv b/outputs/fa_tangent_hierarchy_first_order_try/compressed_operator_rows.csv
new file mode 100644
index 0000000..1621b97
--- /dev/null
+++ b/outputs/fa_tangent_hierarchy_first_order_try/compressed_operator_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a135941e00ae8258d7671ab95c1b42a19e52dc11a9d32b3f823a6587ebcc8b1f
+size 22252
diff --git a/outputs/fa_tangent_hierarchy_first_order_try/first_order_error_metrics_by_early_step.png b/outputs/fa_tangent_hierarchy_first_order_try/first_order_error_metrics_by_early_step.png
new file mode 100644
index 0000000..d16746d
--- /dev/null
+++ b/outputs/fa_tangent_hierarchy_first_order_try/first_order_error_metrics_by_early_step.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:159bd5a71e96d173a7a3002c42f5debbeb2630ebc42bad47f4452c898add0b9a
+size 135923
diff --git a/outputs/fa_tangent_hierarchy_first_order_try/first_order_gap_distribution_overlay.png b/outputs/fa_tangent_hierarchy_first_order_try/first_order_gap_distribution_overlay.png
new file mode 100644
index 0000000..481dd37
--- /dev/null
+++ b/outputs/fa_tangent_hierarchy_first_order_try/first_order_gap_distribution_overlay.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:112e79cec226635ddf056916f7edbeac5bf73e8127627354fcd73ba590ab6fdc
+size 62130
diff --git a/outputs/fa_tangent_hierarchy_first_order_try/first_order_metrics.csv b/outputs/fa_tangent_hierarchy_first_order_try/first_order_metrics.csv
new file mode 100644
index 0000000..6c7ca8c
--- /dev/null
+++ b/outputs/fa_tangent_hierarchy_first_order_try/first_order_metrics.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:98774ffdad7a3651e835d258d21416fee49c4ed8fc8e8b420f21415cc9e729a7
+size 1170
diff --git a/outputs/fa_tangent_hierarchy_first_order_try/first_order_prediction_scatter_by_early_step.png b/outputs/fa_tangent_hierarchy_first_order_try/first_order_prediction_scatter_by_early_step.png
new file mode 100644
index 0000000..252722d
--- /dev/null
+++ b/outputs/fa_tangent_hierarchy_first_order_try/first_order_prediction_scatter_by_early_step.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ea1a56d75d4822d6c5ce1e5db08ba881916c8dc85137e45c92982c181891f6d0
+size 161014
diff --git a/outputs/fa_tangent_hierarchy_first_order_try/summary.json b/outputs/fa_tangent_hierarchy_first_order_try/summary.json
new file mode 100644
index 0000000..50816e1
--- /dev/null
+++ b/outputs/fa_tangent_hierarchy_first_order_try/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3db3234ac68f9d795cdebf404b38e8206afa3df5881098f5f67b0f8bd70cdc98
+size 58566
diff --git a/outputs/fa_tangent_kernel_capacity_probe/fa_dynamic_effective_dimension_vs_margin.png b/outputs/fa_tangent_kernel_capacity_probe/fa_dynamic_effective_dimension_vs_margin.png
new file mode 100644
index 0000000..5995cc3
--- /dev/null
+++ b/outputs/fa_tangent_kernel_capacity_probe/fa_dynamic_effective_dimension_vs_margin.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d55ec15b3339a4caa389bd327363348fe121452b5d21eb1533c0ae469f870791
+size 64135
diff --git a/outputs/fa_tangent_kernel_capacity_probe/kernel_capacity_rows.csv b/outputs/fa_tangent_kernel_capacity_probe/kernel_capacity_rows.csv
new file mode 100644
index 0000000..db32b1a
--- /dev/null
+++ b/outputs/fa_tangent_kernel_capacity_probe/kernel_capacity_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:32c5c44b9c9c3df357720eedbef2379a54152f2fa6d63959276700748832698b
+size 4305
diff --git a/outputs/fa_tangent_kernel_capacity_probe/kernel_capacity_transition.png b/outputs/fa_tangent_kernel_capacity_probe/kernel_capacity_transition.png
new file mode 100644
index 0000000..d9d435a
--- /dev/null
+++ b/outputs/fa_tangent_kernel_capacity_probe/kernel_capacity_transition.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d238e4c9e544e1b81c92ffc5c8026355b12cada93c4775217f9ee7873fc6c995
+size 54369
diff --git a/outputs/fa_tangent_kernel_capacity_probe/predicted_vs_empirical_train_gap.png b/outputs/fa_tangent_kernel_capacity_probe/predicted_vs_empirical_train_gap.png
new file mode 100644
index 0000000..e5a48a8
--- /dev/null
+++ b/outputs/fa_tangent_kernel_capacity_probe/predicted_vs_empirical_train_gap.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a8a29bc50a4cafde368b34762bb9fd8f7e656d3bb4ff41b51408697ffdf91d0c
+size 75453
diff --git a/outputs/fa_tangent_kernel_capacity_sgd_probe/fa_dynamic_effective_dimension_vs_margin.png b/outputs/fa_tangent_kernel_capacity_sgd_probe/fa_dynamic_effective_dimension_vs_margin.png
new file mode 100644
index 0000000..7998613
--- /dev/null
+++ b/outputs/fa_tangent_kernel_capacity_sgd_probe/fa_dynamic_effective_dimension_vs_margin.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fd70209e699ef7363ef64830263202613c408f3f73847ddbc213167bb840fd03
+size 67863
diff --git a/outputs/fa_tangent_kernel_capacity_sgd_probe/kernel_capacity_rows.csv b/outputs/fa_tangent_kernel_capacity_sgd_probe/kernel_capacity_rows.csv
new file mode 100644
index 0000000..0e9246e
--- /dev/null
+++ b/outputs/fa_tangent_kernel_capacity_sgd_probe/kernel_capacity_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9ef81553e301bffa14c369b67ee325511b511f2fcfb74d637431193510cd2793
+size 8374
diff --git a/outputs/fa_tangent_kernel_capacity_sgd_probe/kernel_capacity_transition.png b/outputs/fa_tangent_kernel_capacity_sgd_probe/kernel_capacity_transition.png
new file mode 100644
index 0000000..6e892b2
--- /dev/null
+++ b/outputs/fa_tangent_kernel_capacity_sgd_probe/kernel_capacity_transition.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:52597d55cad02b18adf2738949d02e76e75b393fa77f17c3192f0cb093bcc6b5
+size 68550
diff --git a/outputs/fa_tangent_kernel_capacity_sgd_probe/predicted_vs_empirical_train_gap.png b/outputs/fa_tangent_kernel_capacity_sgd_probe/predicted_vs_empirical_train_gap.png
new file mode 100644
index 0000000..5fc8a45
--- /dev/null
+++ b/outputs/fa_tangent_kernel_capacity_sgd_probe/predicted_vs_empirical_train_gap.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7d60a2eb53b873aec4c3d13df55e6ebd6fdf1b378082cf7f0fa495c9d97e7897
+size 83281
diff --git a/outputs/fa_tangent_kernel_capacity_sgd_short_256/fa_dynamic_effective_dimension_vs_margin.png b/outputs/fa_tangent_kernel_capacity_sgd_short_256/fa_dynamic_effective_dimension_vs_margin.png
new file mode 100644
index 0000000..a8f8f7a
--- /dev/null
+++ b/outputs/fa_tangent_kernel_capacity_sgd_short_256/fa_dynamic_effective_dimension_vs_margin.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e61774592964d268d0783c72fae02aa142f3b337f39746df29e0e59f03b7a2d9
+size 75847
diff --git a/outputs/fa_tangent_kernel_capacity_sgd_short_256/kernel_capacity_rows.csv b/outputs/fa_tangent_kernel_capacity_sgd_short_256/kernel_capacity_rows.csv
new file mode 100644
index 0000000..1e5497b
--- /dev/null
+++ b/outputs/fa_tangent_kernel_capacity_sgd_short_256/kernel_capacity_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ae826beb262b2be602b1afedf3f82a015a4389e4aeb8cad614c13e3817f2be47
+size 65315
diff --git a/outputs/fa_tangent_kernel_capacity_sgd_short_256/kernel_capacity_transition.png b/outputs/fa_tangent_kernel_capacity_sgd_short_256/kernel_capacity_transition.png
new file mode 100644
index 0000000..146d1cb
--- /dev/null
+++ b/outputs/fa_tangent_kernel_capacity_sgd_short_256/kernel_capacity_transition.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:47e489b9adee625ab5fddf5330962574063a21aa75fba0359a66f5c2b121f627
+size 97094
diff --git a/outputs/fa_tangent_kernel_capacity_sgd_short_256/predicted_vs_empirical_train_gap.png b/outputs/fa_tangent_kernel_capacity_sgd_short_256/predicted_vs_empirical_train_gap.png
new file mode 100644
index 0000000..5fd2f76
--- /dev/null
+++ b/outputs/fa_tangent_kernel_capacity_sgd_short_256/predicted_vs_empirical_train_gap.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f1adf7444d892580eb5c92f4ff5b89a81e8d3b05684bcf5739bc9961f847c4c8
+size 100869
diff --git a/outputs/fa_tangent_kernel_capacity_sgd_short_256/sgd_short_theory_distribution_empirical_trajectories.png b/outputs/fa_tangent_kernel_capacity_sgd_short_256/sgd_short_theory_distribution_empirical_trajectories.png
new file mode 100644
index 0000000..2b16557
--- /dev/null
+++ b/outputs/fa_tangent_kernel_capacity_sgd_short_256/sgd_short_theory_distribution_empirical_trajectories.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6c445fd37275fba8f702ad05f50ff05079c44afe0364919393d0ddca09c517c6
+size 260947
diff --git a/outputs/fa_tangent_kernel_capacity_sgd_short_256/sgd_short_theory_empirical_mean_by_margin.png b/outputs/fa_tangent_kernel_capacity_sgd_short_256/sgd_short_theory_empirical_mean_by_margin.png
new file mode 100644
index 0000000..d86390d
--- /dev/null
+++ b/outputs/fa_tangent_kernel_capacity_sgd_short_256/sgd_short_theory_empirical_mean_by_margin.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7f1658f37d5c69b83613d7a09b90b6eaa691d7e43989413cb0f2f9cd48cedd52
+size 103728
diff --git a/outputs/fa_tangent_kernel_capacity_sgd_short_probe/fa_dynamic_effective_dimension_vs_margin.png b/outputs/fa_tangent_kernel_capacity_sgd_short_probe/fa_dynamic_effective_dimension_vs_margin.png
new file mode 100644
index 0000000..7998613
--- /dev/null
+++ b/outputs/fa_tangent_kernel_capacity_sgd_short_probe/fa_dynamic_effective_dimension_vs_margin.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fd70209e699ef7363ef64830263202613c408f3f73847ddbc213167bb840fd03
+size 67863
diff --git a/outputs/fa_tangent_kernel_capacity_sgd_short_probe/kernel_capacity_rows.csv b/outputs/fa_tangent_kernel_capacity_sgd_short_probe/kernel_capacity_rows.csv
new file mode 100644
index 0000000..3a5c746
--- /dev/null
+++ b/outputs/fa_tangent_kernel_capacity_sgd_short_probe/kernel_capacity_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bca53ab395059e09d9ed2a256de78a8250806d91c4e29553220ee1ff76bf3a3e
+size 8356
diff --git a/outputs/fa_tangent_kernel_capacity_sgd_short_probe/kernel_capacity_transition.png b/outputs/fa_tangent_kernel_capacity_sgd_short_probe/kernel_capacity_transition.png
new file mode 100644
index 0000000..467aeb1
--- /dev/null
+++ b/outputs/fa_tangent_kernel_capacity_sgd_short_probe/kernel_capacity_transition.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7229085d19ae46b1182f82c79f5f86b3aab2c4da1d202fdede7d8e9c0de3a2ab
+size 78682
diff --git a/outputs/fa_tangent_kernel_capacity_sgd_short_probe/predicted_vs_empirical_train_gap.png b/outputs/fa_tangent_kernel_capacity_sgd_short_probe/predicted_vs_empirical_train_gap.png
new file mode 100644
index 0000000..ed3b78d
--- /dev/null
+++ b/outputs/fa_tangent_kernel_capacity_sgd_short_probe/predicted_vs_empirical_train_gap.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:eed92fcb6e3bc6a24a38f44152f48622b284364caf8b6b1626af12188f1a9b08
+size 89638
diff --git a/outputs/fa_tangent_kernel_capacity_smoke/fa_dynamic_effective_dimension_vs_margin.png b/outputs/fa_tangent_kernel_capacity_smoke/fa_dynamic_effective_dimension_vs_margin.png
new file mode 100644
index 0000000..297ed47
--- /dev/null
+++ b/outputs/fa_tangent_kernel_capacity_smoke/fa_dynamic_effective_dimension_vs_margin.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cb89135cbc22a693c6414a48902d30c5967173f38b8a620a344ca3e092f27e9f
+size 53448
diff --git a/outputs/fa_tangent_kernel_capacity_smoke/kernel_capacity_rows.csv b/outputs/fa_tangent_kernel_capacity_smoke/kernel_capacity_rows.csv
new file mode 100644
index 0000000..15b5ae7
--- /dev/null
+++ b/outputs/fa_tangent_kernel_capacity_smoke/kernel_capacity_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5df4ab4ea4d5fd6a74044fedf5ac3ebbac9abddf4819c08cdfd1decad2b93d8c
+size 477
diff --git a/outputs/fa_tangent_kernel_capacity_smoke/kernel_capacity_transition.png b/outputs/fa_tangent_kernel_capacity_smoke/kernel_capacity_transition.png
new file mode 100644
index 0000000..15598b2
--- /dev/null
+++ b/outputs/fa_tangent_kernel_capacity_smoke/kernel_capacity_transition.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f109a03b983f4cf1e32fbc10942b60b2c32b1e4b965683a98abeb798574a26a0
+size 50510
diff --git a/outputs/fa_tangent_kernel_capacity_smoke/predicted_vs_empirical_train_gap.png b/outputs/fa_tangent_kernel_capacity_smoke/predicted_vs_empirical_train_gap.png
new file mode 100644
index 0000000..8fc2eb3
--- /dev/null
+++ b/outputs/fa_tangent_kernel_capacity_smoke/predicted_vs_empirical_train_gap.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4277f0580b6ea9b442db85c6af30c24d018e54373435f4a35cc8ebbc5d5f3742
+size 63390
diff --git a/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N128/fa_dynamic_effective_dimension_vs_margin.png b/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N128/fa_dynamic_effective_dimension_vs_margin.png
new file mode 100644
index 0000000..a9966f4
--- /dev/null
+++ b/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N128/fa_dynamic_effective_dimension_vs_margin.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e2498c4907cc7c0f52b26f99ba2463494dea976a985d27701640b88330749116
+size 60094
diff --git a/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N128/kernel_capacity_rows.csv b/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N128/kernel_capacity_rows.csv
new file mode 100644
index 0000000..45d3734
--- /dev/null
+++ b/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N128/kernel_capacity_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:74e19d6bddffdaf10f909795fa2a9094c643cf1698e140e263f504f1042cb598
+size 8327
diff --git a/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N128/kernel_capacity_transition.png b/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N128/kernel_capacity_transition.png
new file mode 100644
index 0000000..f78c0eb
--- /dev/null
+++ b/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N128/kernel_capacity_transition.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:aaa658b59333737e29388df0397489ec0c25189199e89e59a7e58cf83e3dbb80
+size 71629
diff --git a/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N128/predicted_vs_empirical_train_gap.png b/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N128/predicted_vs_empirical_train_gap.png
new file mode 100644
index 0000000..699b04d
--- /dev/null
+++ b/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N128/predicted_vs_empirical_train_gap.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7ee49ce09c887a26e369cab28a93971c46707da461690187316e6d5e833059cb
+size 77781
diff --git a/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N160/fa_dynamic_effective_dimension_vs_margin.png b/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N160/fa_dynamic_effective_dimension_vs_margin.png
new file mode 100644
index 0000000..a447336
--- /dev/null
+++ b/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N160/fa_dynamic_effective_dimension_vs_margin.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8b180ba33987ca5c615ba435270f3000f70f360bdfa42efd1862038070de02e6
+size 58212
diff --git a/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N160/kernel_capacity_rows.csv b/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N160/kernel_capacity_rows.csv
new file mode 100644
index 0000000..3624ae4
--- /dev/null
+++ b/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N160/kernel_capacity_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d216bc1d4154afbbbcbfeb1ab6d012e8a7eeca0013a3c9de4fb2d4460ebf44b0
+size 8344
diff --git a/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N160/kernel_capacity_transition.png b/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N160/kernel_capacity_transition.png
new file mode 100644
index 0000000..46b5315
--- /dev/null
+++ b/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N160/kernel_capacity_transition.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8ea93f4a9fe6a10f063e65a6a56ef208240c3b015c1f5a21761471067415a316
+size 69941
diff --git a/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N160/predicted_vs_empirical_train_gap.png b/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N160/predicted_vs_empirical_train_gap.png
new file mode 100644
index 0000000..62be0d5
--- /dev/null
+++ b/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N160/predicted_vs_empirical_train_gap.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ed9e463ec06418be3609575172d4c2ae03890f71d7bd0fda92395c51aa30645b
+size 76926
diff --git a/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N192/fa_dynamic_effective_dimension_vs_margin.png b/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N192/fa_dynamic_effective_dimension_vs_margin.png
new file mode 100644
index 0000000..e235ff3
--- /dev/null
+++ b/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N192/fa_dynamic_effective_dimension_vs_margin.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:895e09b85b4c4afa385fd547fc5ce3a9324ba04c80f4e81e1808dab796b7d138
+size 56714
diff --git a/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N192/kernel_capacity_rows.csv b/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N192/kernel_capacity_rows.csv
new file mode 100644
index 0000000..e0e3945
--- /dev/null
+++ b/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N192/kernel_capacity_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:848dfbfafab4f7f3576bf92c38f44892cdbf17608c3b1dcf9bb701a557abcda1
+size 8321
diff --git a/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N192/kernel_capacity_transition.png b/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N192/kernel_capacity_transition.png
new file mode 100644
index 0000000..178c731
--- /dev/null
+++ b/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N192/kernel_capacity_transition.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2b7ec9ae7f9205ed5af9527703a79ab3a74066d3bab6f850b531080e49efb7ed
+size 70442
diff --git a/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N192/predicted_vs_empirical_train_gap.png b/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N192/predicted_vs_empirical_train_gap.png
new file mode 100644
index 0000000..ca19398
--- /dev/null
+++ b/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N192/predicted_vs_empirical_train_gap.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bfba39109a83643e63e326a135bd930a176ffb1787270f8b3946f9455c1d5746
+size 76544
diff --git a/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N224/fa_dynamic_effective_dimension_vs_margin.png b/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N224/fa_dynamic_effective_dimension_vs_margin.png
new file mode 100644
index 0000000..c90f83f
--- /dev/null
+++ b/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N224/fa_dynamic_effective_dimension_vs_margin.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8abd1917fc541f2766632d737a060d126a7b3bd4bd5460edf68dc1b7826ad551
+size 60220
diff --git a/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N224/kernel_capacity_rows.csv b/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N224/kernel_capacity_rows.csv
new file mode 100644
index 0000000..1e8b0b8
--- /dev/null
+++ b/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N224/kernel_capacity_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8c18f9da5a3d1644f9bca8c1a0f1921367bf7733d3a0cff8421febd472225cc5
+size 8307
diff --git a/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N224/kernel_capacity_transition.png b/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N224/kernel_capacity_transition.png
new file mode 100644
index 0000000..e8cd83f
--- /dev/null
+++ b/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N224/kernel_capacity_transition.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:46314e06f2b78e2762a5c0671b72c79d5daae6758566d60f5e7359a25f90f9b4
+size 69590
diff --git a/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N224/predicted_vs_empirical_train_gap.png b/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N224/predicted_vs_empirical_train_gap.png
new file mode 100644
index 0000000..4e52a52
--- /dev/null
+++ b/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N224/predicted_vs_empirical_train_gap.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:47148949a67e1943cfc9bb287596f68b4b5741bf85b6a5fe0a0eab86609f6187
+size 76177
diff --git a/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N256/fa_dynamic_effective_dimension_vs_margin.png b/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N256/fa_dynamic_effective_dimension_vs_margin.png
new file mode 100644
index 0000000..5473361
--- /dev/null
+++ b/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N256/fa_dynamic_effective_dimension_vs_margin.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:853b82d57a8af1abd70fb236b6807704315a28b90d16d72d23021038b64d0490
+size 61631
diff --git a/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N256/kernel_capacity_rows.csv b/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N256/kernel_capacity_rows.csv
new file mode 100644
index 0000000..4af4f75
--- /dev/null
+++ b/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N256/kernel_capacity_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:407b4f8c434f17e41cf2b0bb959c6de1363683eda92de7c9029d524dedcd2717
+size 8317
diff --git a/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N256/kernel_capacity_transition.png b/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N256/kernel_capacity_transition.png
new file mode 100644
index 0000000..7705baa
--- /dev/null
+++ b/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N256/kernel_capacity_transition.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f7473b8103cc1974880fb64e1fac42442dc8b87b08f69ac61b625e8ae24df76c
+size 69619
diff --git a/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N256/predicted_vs_empirical_train_gap.png b/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N256/predicted_vs_empirical_train_gap.png
new file mode 100644
index 0000000..3a31a9d
--- /dev/null
+++ b/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N256/predicted_vs_empirical_train_gap.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:48c4c48d4f362f49d90e35016cdcd7560a0ac30e3e2cdabaf71405863f73225c
+size 77332
diff --git a/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N320/fa_dynamic_effective_dimension_vs_margin.png b/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N320/fa_dynamic_effective_dimension_vs_margin.png
new file mode 100644
index 0000000..90884d1
--- /dev/null
+++ b/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N320/fa_dynamic_effective_dimension_vs_margin.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ca46faffa8b66006d819892f27d887e0127fb485dccd5f617207948ecb4ca013
+size 56212
diff --git a/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N320/kernel_capacity_rows.csv b/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N320/kernel_capacity_rows.csv
new file mode 100644
index 0000000..33abd9f
--- /dev/null
+++ b/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N320/kernel_capacity_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:44c334bfe1aa5c3e91a7e047e802d7e76814dd283d0da493a03de6cdf8d0bcb1
+size 8437
diff --git a/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N320/kernel_capacity_transition.png b/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N320/kernel_capacity_transition.png
new file mode 100644
index 0000000..0fb6a10
--- /dev/null
+++ b/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N320/kernel_capacity_transition.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:804828774e2dc85ea6584ae884a775d8c16acf0b1c77e5493d9a2ea31f44c778
+size 67011
diff --git a/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N320/predicted_vs_empirical_train_gap.png b/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N320/predicted_vs_empirical_train_gap.png
new file mode 100644
index 0000000..28ad43d
--- /dev/null
+++ b/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N320/predicted_vs_empirical_train_gap.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7e056c292172c53b8ee6a29a4d8dbb135b88781f6d92ec177061e4a2b89f03eb
+size 74837
diff --git a/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N64/fa_dynamic_effective_dimension_vs_margin.png b/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N64/fa_dynamic_effective_dimension_vs_margin.png
new file mode 100644
index 0000000..d63f2be
--- /dev/null
+++ b/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N64/fa_dynamic_effective_dimension_vs_margin.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:54897184304cd0683538530cdeffe8b980029c46d549e7d42904768c60333305
+size 63185
diff --git a/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N64/kernel_capacity_rows.csv b/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N64/kernel_capacity_rows.csv
new file mode 100644
index 0000000..015b4dd
--- /dev/null
+++ b/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N64/kernel_capacity_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:48975f3ce88d611fb06721a3e49a05566480b67350a35361e619f5953757fba5
+size 8404
diff --git a/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N64/kernel_capacity_transition.png b/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N64/kernel_capacity_transition.png
new file mode 100644
index 0000000..cd57044
--- /dev/null
+++ b/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N64/kernel_capacity_transition.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5be10a15f0f9297d829c95361d4ad9ff8688b2380a94081d05be13d1650f8bd6
+size 71896
diff --git a/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N64/predicted_vs_empirical_train_gap.png b/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N64/predicted_vs_empirical_train_gap.png
new file mode 100644
index 0000000..feb7901
--- /dev/null
+++ b/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N64/predicted_vs_empirical_train_gap.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d277f1886445f627914ac674df3e27715a90058a81cb1436a677a6b5ad3944a1
+size 75242
diff --git a/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N96/fa_dynamic_effective_dimension_vs_margin.png b/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N96/fa_dynamic_effective_dimension_vs_margin.png
new file mode 100644
index 0000000..1466cf1
--- /dev/null
+++ b/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N96/fa_dynamic_effective_dimension_vs_margin.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8749845d82a937b83c83dd2b6f2dd38c564b027e662246cb0081940f85088f5f
+size 57715
diff --git a/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N96/kernel_capacity_rows.csv b/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N96/kernel_capacity_rows.csv
new file mode 100644
index 0000000..289e9ad
--- /dev/null
+++ b/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N96/kernel_capacity_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8e0f903852a01119337cf224f02ff81cdcad6facb5a52b707631002735a8413b
+size 8345
diff --git a/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N96/kernel_capacity_transition.png b/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N96/kernel_capacity_transition.png
new file mode 100644
index 0000000..f1f42c2
--- /dev/null
+++ b/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N96/kernel_capacity_transition.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7bb6045a5ff27148d641e592e90add524e49b5e9f8fd939bb774e54c9f01a628
+size 69146
diff --git a/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N96/predicted_vs_empirical_train_gap.png b/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N96/predicted_vs_empirical_train_gap.png
new file mode 100644
index 0000000..7347f59
--- /dev/null
+++ b/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_N96/predicted_vs_empirical_train_gap.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1ca5a61988349463a79737a84fc6ae8c8ce800e3556d35fdc1e1daf08046a65e
+size 73985
diff --git a/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_combined/T5_fixed_width64_N_sweep_predicted_vs_empirical.png b/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_combined/T5_fixed_width64_N_sweep_predicted_vs_empirical.png
new file mode 100644
index 0000000..03a404f
--- /dev/null
+++ b/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_combined/T5_fixed_width64_N_sweep_predicted_vs_empirical.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e14a7a54583a484185beab5427195726021312210e2865eee6a5fe615eb2e635
+size 128510
diff --git a/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_combined/T5_fixed_width64_N_sweep_theory_empirical_overlay.png b/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_combined/T5_fixed_width64_N_sweep_theory_empirical_overlay.png
new file mode 100644
index 0000000..931f213
--- /dev/null
+++ b/outputs/fa_tangent_kernel_fixed_width64_sgd_T5_combined/T5_fixed_width64_N_sweep_theory_empirical_overlay.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:146eae93c1bc3ddb044460f2284b003572a8f59d94914c5e727ea3d94f932207
+size 264088
diff --git a/outputs/fa_tangent_kernel_fixed_width64_sgd_short_N128/fa_dynamic_effective_dimension_vs_margin.png b/outputs/fa_tangent_kernel_fixed_width64_sgd_short_N128/fa_dynamic_effective_dimension_vs_margin.png
new file mode 100644
index 0000000..f4a65df
--- /dev/null
+++ b/outputs/fa_tangent_kernel_fixed_width64_sgd_short_N128/fa_dynamic_effective_dimension_vs_margin.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:41e5fc91d2ec408c8ea7417349b5911330ec085742b0460032c5454a4b3eb5db
+size 57614
diff --git a/outputs/fa_tangent_kernel_fixed_width64_sgd_short_N128/kernel_capacity_rows.csv b/outputs/fa_tangent_kernel_fixed_width64_sgd_short_N128/kernel_capacity_rows.csv
new file mode 100644
index 0000000..a3fcd95
--- /dev/null
+++ b/outputs/fa_tangent_kernel_fixed_width64_sgd_short_N128/kernel_capacity_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fb909856b4960743fa0de1e54b04a8e5ab48eebffba75b2e3bd763181e107db2
+size 2242
diff --git a/outputs/fa_tangent_kernel_fixed_width64_sgd_short_N128/kernel_capacity_transition.png b/outputs/fa_tangent_kernel_fixed_width64_sgd_short_N128/kernel_capacity_transition.png
new file mode 100644
index 0000000..46c883a
--- /dev/null
+++ b/outputs/fa_tangent_kernel_fixed_width64_sgd_short_N128/kernel_capacity_transition.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f6e913cd0f1448e9af68bfc3329ad30f0351ed18039a4224b3e4df016f2ade4e
+size 64050
diff --git a/outputs/fa_tangent_kernel_fixed_width64_sgd_short_N128/predicted_vs_empirical_train_gap.png b/outputs/fa_tangent_kernel_fixed_width64_sgd_short_N128/predicted_vs_empirical_train_gap.png
new file mode 100644
index 0000000..8547b64
--- /dev/null
+++ b/outputs/fa_tangent_kernel_fixed_width64_sgd_short_N128/predicted_vs_empirical_train_gap.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6fa1fc7ca9fa4223dfa959e2c37d5a13fb33b761eda518cea8476d0c6b7c0efb
+size 66763
diff --git a/outputs/fa_tangent_kernel_fixed_width64_sgd_short_N192/fa_dynamic_effective_dimension_vs_margin.png b/outputs/fa_tangent_kernel_fixed_width64_sgd_short_N192/fa_dynamic_effective_dimension_vs_margin.png
new file mode 100644
index 0000000..1c87fae
--- /dev/null
+++ b/outputs/fa_tangent_kernel_fixed_width64_sgd_short_N192/fa_dynamic_effective_dimension_vs_margin.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1ec02e58d391068c24ee223de96cf19cc45e7f4b45b1d536dfebc3a125bb1065
+size 55673
diff --git a/outputs/fa_tangent_kernel_fixed_width64_sgd_short_N192/kernel_capacity_rows.csv b/outputs/fa_tangent_kernel_fixed_width64_sgd_short_N192/kernel_capacity_rows.csv
new file mode 100644
index 0000000..9fc1e38
--- /dev/null
+++ b/outputs/fa_tangent_kernel_fixed_width64_sgd_short_N192/kernel_capacity_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:444c17966b7f1d7017f778df285ef4b431bac7050554d4a1e80d0db36d800ed7
+size 2231
diff --git a/outputs/fa_tangent_kernel_fixed_width64_sgd_short_N192/kernel_capacity_transition.png b/outputs/fa_tangent_kernel_fixed_width64_sgd_short_N192/kernel_capacity_transition.png
new file mode 100644
index 0000000..19e6967
--- /dev/null
+++ b/outputs/fa_tangent_kernel_fixed_width64_sgd_short_N192/kernel_capacity_transition.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e9db693789f326de9167c6d88d3e69d0f1e9a3670ef905b0cffd7ddd0b74e5d0
+size 60821
diff --git a/outputs/fa_tangent_kernel_fixed_width64_sgd_short_N192/predicted_vs_empirical_train_gap.png b/outputs/fa_tangent_kernel_fixed_width64_sgd_short_N192/predicted_vs_empirical_train_gap.png
new file mode 100644
index 0000000..d785baa
--- /dev/null
+++ b/outputs/fa_tangent_kernel_fixed_width64_sgd_short_N192/predicted_vs_empirical_train_gap.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:abbb5b1d1b13c2a8317d41af8c6475ca0b4346ccce4d27b2d71fa26cfa2f11f7
+size 67074
diff --git a/outputs/fa_tangent_kernel_fixed_width64_sgd_short_N256/fa_dynamic_effective_dimension_vs_margin.png b/outputs/fa_tangent_kernel_fixed_width64_sgd_short_N256/fa_dynamic_effective_dimension_vs_margin.png
new file mode 100644
index 0000000..6138172
--- /dev/null
+++ b/outputs/fa_tangent_kernel_fixed_width64_sgd_short_N256/fa_dynamic_effective_dimension_vs_margin.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ace691e102ff8867749a6bea46a7255a80a86d2177d6170959cac3c51224a2f0
+size 61106
diff --git a/outputs/fa_tangent_kernel_fixed_width64_sgd_short_N256/kernel_capacity_rows.csv b/outputs/fa_tangent_kernel_fixed_width64_sgd_short_N256/kernel_capacity_rows.csv
new file mode 100644
index 0000000..2e37480
--- /dev/null
+++ b/outputs/fa_tangent_kernel_fixed_width64_sgd_short_N256/kernel_capacity_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:556280e8e03091793729941d1e2579790820e08c276143319427767a35f3ead6
+size 2236
diff --git a/outputs/fa_tangent_kernel_fixed_width64_sgd_short_N256/kernel_capacity_transition.png b/outputs/fa_tangent_kernel_fixed_width64_sgd_short_N256/kernel_capacity_transition.png
new file mode 100644
index 0000000..33705c1
--- /dev/null
+++ b/outputs/fa_tangent_kernel_fixed_width64_sgd_short_N256/kernel_capacity_transition.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0627ff7b32866b354823fd4c2b6bf0508317efcce1197bfad3efa4a0a4dd3402
+size 61386
diff --git a/outputs/fa_tangent_kernel_fixed_width64_sgd_short_N256/predicted_vs_empirical_train_gap.png b/outputs/fa_tangent_kernel_fixed_width64_sgd_short_N256/predicted_vs_empirical_train_gap.png
new file mode 100644
index 0000000..8575dfd
--- /dev/null
+++ b/outputs/fa_tangent_kernel_fixed_width64_sgd_short_N256/predicted_vs_empirical_train_gap.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2c2b680519a87da2441ad3f0b5ca80f6a5dd564f26b43d0b09994c905271e34c
+size 65216
diff --git a/outputs/fa_tangent_kernel_fixed_width64_sgd_short_N320/fa_dynamic_effective_dimension_vs_margin.png b/outputs/fa_tangent_kernel_fixed_width64_sgd_short_N320/fa_dynamic_effective_dimension_vs_margin.png
new file mode 100644
index 0000000..b415972
--- /dev/null
+++ b/outputs/fa_tangent_kernel_fixed_width64_sgd_short_N320/fa_dynamic_effective_dimension_vs_margin.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:29134127412f6dd64ff326fa16e155296155a4c30e5b0dfc0d5b2087c5f46d58
+size 55556
diff --git a/outputs/fa_tangent_kernel_fixed_width64_sgd_short_N320/kernel_capacity_rows.csv b/outputs/fa_tangent_kernel_fixed_width64_sgd_short_N320/kernel_capacity_rows.csv
new file mode 100644
index 0000000..0b688ea
--- /dev/null
+++ b/outputs/fa_tangent_kernel_fixed_width64_sgd_short_N320/kernel_capacity_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8549838403f711806915ad85eadeb7609948754aae4f9205be6f3aab1ccbf1a4
+size 2270
diff --git a/outputs/fa_tangent_kernel_fixed_width64_sgd_short_N320/kernel_capacity_transition.png b/outputs/fa_tangent_kernel_fixed_width64_sgd_short_N320/kernel_capacity_transition.png
new file mode 100644
index 0000000..744e672
--- /dev/null
+++ b/outputs/fa_tangent_kernel_fixed_width64_sgd_short_N320/kernel_capacity_transition.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0f390c1cf51722c3b009ce5c7d00444ccae206c0440aedaf2977b03cda5977b8
+size 60234
diff --git a/outputs/fa_tangent_kernel_fixed_width64_sgd_short_N320/predicted_vs_empirical_train_gap.png b/outputs/fa_tangent_kernel_fixed_width64_sgd_short_N320/predicted_vs_empirical_train_gap.png
new file mode 100644
index 0000000..ce24f90
--- /dev/null
+++ b/outputs/fa_tangent_kernel_fixed_width64_sgd_short_N320/predicted_vs_empirical_train_gap.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3f786b4d0b6b6f15dc3fd781fbc9f10796fd0027cd594fe5addd571ca89b7979
+size 68795
diff --git a/outputs/fa_tangent_kernel_fixed_width64_sgd_short_N64/fa_dynamic_effective_dimension_vs_margin.png b/outputs/fa_tangent_kernel_fixed_width64_sgd_short_N64/fa_dynamic_effective_dimension_vs_margin.png
new file mode 100644
index 0000000..e8a23c7
--- /dev/null
+++ b/outputs/fa_tangent_kernel_fixed_width64_sgd_short_N64/fa_dynamic_effective_dimension_vs_margin.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:23ee42a01c28e52d328300d96b8fa5de033a70362f64e47f3713267c8dc5e01d
+size 58825
diff --git a/outputs/fa_tangent_kernel_fixed_width64_sgd_short_N64/kernel_capacity_rows.csv b/outputs/fa_tangent_kernel_fixed_width64_sgd_short_N64/kernel_capacity_rows.csv
new file mode 100644
index 0000000..d52bde5
--- /dev/null
+++ b/outputs/fa_tangent_kernel_fixed_width64_sgd_short_N64/kernel_capacity_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:52ebc66bff0c96cf7a219600441ff0e80572c3b12aba2a9771010841e73fe28e
+size 2278
diff --git a/outputs/fa_tangent_kernel_fixed_width64_sgd_short_N64/kernel_capacity_transition.png b/outputs/fa_tangent_kernel_fixed_width64_sgd_short_N64/kernel_capacity_transition.png
new file mode 100644
index 0000000..7ca808c
--- /dev/null
+++ b/outputs/fa_tangent_kernel_fixed_width64_sgd_short_N64/kernel_capacity_transition.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1ace313dda504cdabca6025046357618f1301b44c5a4db6d71c72fde9665a1a9
+size 60143
diff --git a/outputs/fa_tangent_kernel_fixed_width64_sgd_short_N64/predicted_vs_empirical_train_gap.png b/outputs/fa_tangent_kernel_fixed_width64_sgd_short_N64/predicted_vs_empirical_train_gap.png
new file mode 100644
index 0000000..f31c6dc
--- /dev/null
+++ b/outputs/fa_tangent_kernel_fixed_width64_sgd_short_N64/predicted_vs_empirical_train_gap.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7a3598a4ca27e6fe0c29de2ea27da1e469294ee99bf678956195d20f40b2fb1b
+size 68389
diff --git a/outputs/fa_tangent_kernel_fixed_width64_sgd_short_combined/fixed_width64_N_sweep_predicted_vs_empirical.png b/outputs/fa_tangent_kernel_fixed_width64_sgd_short_combined/fixed_width64_N_sweep_predicted_vs_empirical.png
new file mode 100644
index 0000000..85d2c03
--- /dev/null
+++ b/outputs/fa_tangent_kernel_fixed_width64_sgd_short_combined/fixed_width64_N_sweep_predicted_vs_empirical.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c7fbc6e5352899724da0b4c3f07e2401b47c77e695e56e2cded823966f03f1db
+size 114068
diff --git a/outputs/fa_tangent_kernel_fixed_width64_sgd_short_combined/fixed_width64_N_sweep_theory_empirical_overlay.png b/outputs/fa_tangent_kernel_fixed_width64_sgd_short_combined/fixed_width64_N_sweep_theory_empirical_overlay.png
new file mode 100644
index 0000000..e01c3af
--- /dev/null
+++ b/outputs/fa_tangent_kernel_fixed_width64_sgd_short_combined/fixed_width64_N_sweep_theory_empirical_overlay.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9e286387a58b5c18a460d8f126c20d37535ee8322dc14eeff81c6740ad7304bb
+size 161701
diff --git a/outputs/finite_time_kernel_probe_T50_N128/finite_time_kernel_rows.csv b/outputs/finite_time_kernel_probe_T50_N128/finite_time_kernel_rows.csv
new file mode 100644
index 0000000..7581d3f
--- /dev/null
+++ b/outputs/finite_time_kernel_probe_T50_N128/finite_time_kernel_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a7f20078299e0cdd4d7dca7d8a25ae0e7a19e40af3861ff06a010b684c006bf2
+size 869
diff --git a/outputs/finite_time_kernel_probe_T50_N128/summary.json b/outputs/finite_time_kernel_probe_T50_N128/summary.json
new file mode 100644
index 0000000..a9364a4
--- /dev/null
+++ b/outputs/finite_time_kernel_probe_T50_N128/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1f95262e4091879d8bd002f7d6607bc0c5b947d531d3223ddc5602f92a678877
+size 1863
diff --git a/outputs/finite_time_kernel_probe_T50_N128_8runs/T50_fixed_vs_timevarying_gap.png b/outputs/finite_time_kernel_probe_T50_N128_8runs/T50_fixed_vs_timevarying_gap.png
new file mode 100644
index 0000000..ec6f350
--- /dev/null
+++ b/outputs/finite_time_kernel_probe_T50_N128_8runs/T50_fixed_vs_timevarying_gap.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7ed644b78aa64a5987d8e930413be46f3a31d710af17f717baa985d5ab292816
+size 120260
diff --git a/outputs/finite_time_kernel_probe_T50_N128_8runs/T50_prediction_scatter.png b/outputs/finite_time_kernel_probe_T50_N128_8runs/T50_prediction_scatter.png
new file mode 100644
index 0000000..ae18203
--- /dev/null
+++ b/outputs/finite_time_kernel_probe_T50_N128_8runs/T50_prediction_scatter.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:308d298b1499cfd7d43f3811e10cb98720384ff28ac0f83b630111f45fc5dc92
+size 85535
diff --git a/outputs/finite_time_kernel_probe_T50_N128_8runs/finite_time_kernel_rows.csv b/outputs/finite_time_kernel_probe_T50_N128_8runs/finite_time_kernel_rows.csv
new file mode 100644
index 0000000..2d5023f
--- /dev/null
+++ b/outputs/finite_time_kernel_probe_T50_N128_8runs/finite_time_kernel_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ddf774c5ff2dc29b36fc1fe7ac8ea9a70b9e2f39351b6390b621fe1302a02ea5
+size 2793
diff --git a/outputs/finite_time_kernel_probe_T50_N128_8runs/summary.json b/outputs/finite_time_kernel_probe_T50_N128_8runs/summary.json
new file mode 100644
index 0000000..8fd57ff
--- /dev/null
+++ b/outputs/finite_time_kernel_probe_T50_N128_8runs/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d67727a78660df3ad24778b5013c953b4bcda37226d2b288c4dd189904853abd
+size 6319
diff --git a/outputs/finite_time_kernel_smoke_T5/finite_time_kernel_rows.csv b/outputs/finite_time_kernel_smoke_T5/finite_time_kernel_rows.csv
new file mode 100644
index 0000000..b7e73eb
--- /dev/null
+++ b/outputs/finite_time_kernel_smoke_T5/finite_time_kernel_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6d55de39ed52c6779e7094b580a01c09a6a87b4f64987b722ecc192bcd2ab9ca
+size 549
diff --git a/outputs/finite_time_kernel_smoke_T5/summary.json b/outputs/finite_time_kernel_smoke_T5/summary.json
new file mode 100644
index 0000000..ed3b7bc
--- /dev/null
+++ b/outputs/finite_time_kernel_smoke_T5/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:876a18f20bd5e2dca04872999ffc99b844e7cada7fb5207f1023025505e4fcb6
+size 1115
diff --git a/outputs/functional_capacity_overlap/hard_rank_loss.png b/outputs/functional_capacity_overlap/hard_rank_loss.png
new file mode 100644
index 0000000..3ce2f94
--- /dev/null
+++ b/outputs/functional_capacity_overlap/hard_rank_loss.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:073efb2c2b1c6ce248c44673d88e5dc67a181cf943fd3f28747cb2c2d0b0f164
+size 54337
diff --git a/outputs/functional_capacity_overlap/soft_overlap.png b/outputs/functional_capacity_overlap/soft_overlap.png
new file mode 100644
index 0000000..beb4cc6
--- /dev/null
+++ b/outputs/functional_capacity_overlap/soft_overlap.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d74f919e53bdf6c7f8d6a583456b4d514b50bf623611ecad60410a0173cc9fa1
+size 64539
diff --git a/outputs/functional_capacity_overlap/summary.csv b/outputs/functional_capacity_overlap/summary.csv
new file mode 100644
index 0000000..edbda06
--- /dev/null
+++ b/outputs/functional_capacity_overlap/summary.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:161ba9551b3f70435ea36ac38ab54431f5a83fb7d6274caa37604b4269e726e6
+size 590
diff --git a/outputs/functional_capacity_overlap/summary.json b/outputs/functional_capacity_overlap/summary.json
new file mode 100644
index 0000000..1a2141f
--- /dev/null
+++ b/outputs/functional_capacity_overlap/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d42d4793ae5c0d6ae48861314cf63d9b4fa1f46b35eb41f730a00b30867ae083
+size 2364
diff --git a/outputs/initialization_distribution_matching/coverage_histograms.png b/outputs/initialization_distribution_matching/coverage_histograms.png
new file mode 100644
index 0000000..b4097b9
--- /dev/null
+++ b/outputs/initialization_distribution_matching/coverage_histograms.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:12ec73dac97dc90f02e6dce0c6c8b32869b4fe27dfd3fe793dc545907d438133
+size 64494
diff --git a/outputs/initialization_distribution_matching/distribution_match.csv b/outputs/initialization_distribution_matching/distribution_match.csv
new file mode 100644
index 0000000..62a4853
--- /dev/null
+++ b/outputs/initialization_distribution_matching/distribution_match.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:990e3aac44c481a873352bbe15d3ab40a691c42fe51cd419ffb4cdaa575976d9
+size 1848
diff --git a/outputs/initialization_distribution_matching/population_vs_empirical_spectra.png b/outputs/initialization_distribution_matching/population_vs_empirical_spectra.png
new file mode 100644
index 0000000..f132b74
--- /dev/null
+++ b/outputs/initialization_distribution_matching/population_vs_empirical_spectra.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fe755a699a18a06d14d163100554b02cede7d9ca68e2c9c83bf6d94d18ae133b
+size 63396
diff --git a/outputs/initialization_distribution_matching/qq_axis.png b/outputs/initialization_distribution_matching/qq_axis.png
new file mode 100644
index 0000000..76c095b
--- /dev/null
+++ b/outputs/initialization_distribution_matching/qq_axis.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5321ca04d3fdc0d7c902bec617d17f8057ae3743b09533c265a6bcfe83649843
+size 69192
diff --git a/outputs/initialization_distribution_matching/qq_geometric_axis.png b/outputs/initialization_distribution_matching/qq_geometric_axis.png
new file mode 100644
index 0000000..985304f
--- /dev/null
+++ b/outputs/initialization_distribution_matching/qq_geometric_axis.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4f993bbc3ca0e337ec5394ec9f6072389242bec175aefab5936bfa67b7c371bf
+size 66871
diff --git a/outputs/initialization_distribution_matching/qq_isotropic.png b/outputs/initialization_distribution_matching/qq_isotropic.png
new file mode 100644
index 0000000..bc84c6f
--- /dev/null
+++ b/outputs/initialization_distribution_matching/qq_isotropic.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f970f460334fc2c54891f89b8858578d9b6620c81c10d4ef500887994a318e3a
+size 74417
diff --git a/outputs/initialization_distribution_matching/qq_rademacher.png b/outputs/initialization_distribution_matching/qq_rademacher.png
new file mode 100644
index 0000000..190f49d
--- /dev/null
+++ b/outputs/initialization_distribution_matching/qq_rademacher.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bbc5adc62ecde0671f3a1c1a298bcd3a21281cdaa69ee104f4b1095524650405
+size 75318
diff --git a/outputs/initialization_distribution_matching/qq_subspace.png b/outputs/initialization_distribution_matching/qq_subspace.png
new file mode 100644
index 0000000..3904e75
--- /dev/null
+++ b/outputs/initialization_distribution_matching/qq_subspace.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:33116af63e15bbb303b72e78aa89d9e234a974bd3dcf14d125974c7b60d6f808
+size 68070
diff --git a/outputs/initialization_distribution_matching/summary.json b/outputs/initialization_distribution_matching/summary.json
new file mode 100644
index 0000000..094d7d7
--- /dev/null
+++ b/outputs/initialization_distribution_matching/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3ae58ad0d851fadfa2ef289804e289bd2abf07079e3b60c2c97a16ec5d88083e
+size 30384
diff --git a/outputs/initialization_distribution_matching/worst_best_coverage.png b/outputs/initialization_distribution_matching/worst_best_coverage.png
new file mode 100644
index 0000000..92e855e
--- /dev/null
+++ b/outputs/initialization_distribution_matching/worst_best_coverage.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6f247d546778c6ce63e7ba615562de73cb22f1157a0fdb84e8ad846fe8dc0077
+size 67279
diff --git a/outputs/learning_rate_compensation/evaluation_rows.csv b/outputs/learning_rate_compensation/evaluation_rows.csv
new file mode 100644
index 0000000..6dfc1a3
--- /dev/null
+++ b/outputs/learning_rate_compensation/evaluation_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:604fc72d481f5f4f759f2de80e226caf72339197fa52b81f136f579acadd92c3
+size 112609
diff --git a/outputs/learning_rate_compensation/learning_rate_control_by_depth.png b/outputs/learning_rate_compensation/learning_rate_control_by_depth.png
new file mode 100644
index 0000000..23c77d6
--- /dev/null
+++ b/outputs/learning_rate_compensation/learning_rate_control_by_depth.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b4239409ffe10edeab6f44b08739f2cda0aca9d569b895f586111c152d956360
+size 88232
diff --git a/outputs/learning_rate_compensation/learning_rate_tuning_curves.png b/outputs/learning_rate_compensation/learning_rate_tuning_curves.png
new file mode 100644
index 0000000..3fe1c13
--- /dev/null
+++ b/outputs/learning_rate_compensation/learning_rate_tuning_curves.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a2a4e79bd6d134bc1dc71f9a5d1f82be99e592bc6fd9da14bf2528ff53391155
+size 140972
diff --git a/outputs/learning_rate_compensation/regime_summary.csv b/outputs/learning_rate_compensation/regime_summary.csv
new file mode 100644
index 0000000..e8f1253
--- /dev/null
+++ b/outputs/learning_rate_compensation/regime_summary.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0f1fb5f88f5174778fb1c1163f7004fe6a0d27748f8122ee0ec0f9f933770ccc
+size 2500
diff --git a/outputs/learning_rate_compensation/summary.json b/outputs/learning_rate_compensation/summary.json
new file mode 100644
index 0000000..feec0c7
--- /dev/null
+++ b/outputs/learning_rate_compensation/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c5844e051fae5d24c8b62c549e56afd2cc1ec350e23406f2cb0dc4afac94bb67
+size 7108
diff --git a/outputs/learning_rate_compensation/tuning_rows.csv b/outputs/learning_rate_compensation/tuning_rows.csv
new file mode 100644
index 0000000..2724dd0
--- /dev/null
+++ b/outputs/learning_rate_compensation/tuning_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d1a9d826517d3a917653970892ecad2617a46c72412a0c6490fbc40329363282
+size 5760
diff --git a/outputs/minimax_initialization/eigenvalue_spectra.png b/outputs/minimax_initialization/eigenvalue_spectra.png
new file mode 100644
index 0000000..63bd298
--- /dev/null
+++ b/outputs/minimax_initialization/eigenvalue_spectra.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2275cb8bd2b8d3c883d3e8588f58d2b6a0b8f2fbee337a95bb14e8fa4889102b
+size 63087
diff --git a/outputs/minimax_initialization/eigenvalues.json b/outputs/minimax_initialization/eigenvalues.json
new file mode 100644
index 0000000..f8c3fc3
--- /dev/null
+++ b/outputs/minimax_initialization/eigenvalues.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:041ada9974024c3cb3ecd089eaf06c5bb50616eb418bc2673eb45e1c481fa6e5
+size 3192
diff --git a/outputs/minimax_initialization/random_target_alignment_hist.png b/outputs/minimax_initialization/random_target_alignment_hist.png
new file mode 100644
index 0000000..88980f4
--- /dev/null
+++ b/outputs/minimax_initialization/random_target_alignment_hist.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:54127503954beab6763904235182ff530ed143d339c0d120be6f3b1eade4366b
+size 57117
diff --git a/outputs/minimax_initialization/random_target_alignments.json b/outputs/minimax_initialization/random_target_alignments.json
new file mode 100644
index 0000000..b5e8953
--- /dev/null
+++ b/outputs/minimax_initialization/random_target_alignments.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a25dd3f2cf67bca13c212985cbdadcfb2a761999a8244078a3d3df867b890584
+size 1276478
diff --git a/outputs/minimax_initialization/summary.json b/outputs/minimax_initialization/summary.json
new file mode 100644
index 0000000..a93abfd
--- /dev/null
+++ b/outputs/minimax_initialization/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9eb728a955aa30971b2068c2225e51309bbdc070f441891f60861fd406258aa2
+size 3490
diff --git a/outputs/minimax_initialization/worst_case_alignment.png b/outputs/minimax_initialization/worst_case_alignment.png
new file mode 100644
index 0000000..888192c
--- /dev/null
+++ b/outputs/minimax_initialization/worst_case_alignment.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:29b6839216048d795545740337e0a14af1ab0cee4b21ea24603d8618fd6340d0
+size 63906
diff --git a/outputs/multilayer_capacity_distribution/distribution_match.csv b/outputs/multilayer_capacity_distribution/distribution_match.csv
new file mode 100644
index 0000000..12f4f6f
--- /dev/null
+++ b/outputs/multilayer_capacity_distribution/distribution_match.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5279eeed46fcf03b873e1f163ec6c41f01e510857980a5dad31472c3faa78c65
+size 4427
diff --git a/outputs/multilayer_capacity_distribution/hist_D256_L1.png b/outputs/multilayer_capacity_distribution/hist_D256_L1.png
new file mode 100644
index 0000000..6fcb890
--- /dev/null
+++ b/outputs/multilayer_capacity_distribution/hist_D256_L1.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:14daa586575f182b3611f4ac47d747957a0353b560b1d6d25fb9a20e1703fc6c
+size 53327
diff --git a/outputs/multilayer_capacity_distribution/hist_D256_L4.png b/outputs/multilayer_capacity_distribution/hist_D256_L4.png
new file mode 100644
index 0000000..f8ef3cd
--- /dev/null
+++ b/outputs/multilayer_capacity_distribution/hist_D256_L4.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a88c9eb0272bcbb1751bdc1c1387fa1ad5d228c89858778599cf6b91bcfaef35
+size 65532
diff --git a/outputs/multilayer_capacity_distribution/hist_D4096_L1.png b/outputs/multilayer_capacity_distribution/hist_D4096_L1.png
new file mode 100644
index 0000000..f06aa3c
--- /dev/null
+++ b/outputs/multilayer_capacity_distribution/hist_D4096_L1.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1332739813caaaf10371cbb30d0d12ec5bcdba65fb308f62984780ef5f09b0de
+size 52967
diff --git a/outputs/multilayer_capacity_distribution/hist_D4096_L16.png b/outputs/multilayer_capacity_distribution/hist_D4096_L16.png
new file mode 100644
index 0000000..c84e071
--- /dev/null
+++ b/outputs/multilayer_capacity_distribution/hist_D4096_L16.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:598342393b64b1c7280964a1186909c7d5503ff631a59f60487c007f5d34306e
+size 66773
diff --git a/outputs/multilayer_capacity_distribution/hist_D64_L1.png b/outputs/multilayer_capacity_distribution/hist_D64_L1.png
new file mode 100644
index 0000000..9e1127c
--- /dev/null
+++ b/outputs/multilayer_capacity_distribution/hist_D64_L1.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5be04ca0fcdf203f7435f970be6b35527772a7fc79b85297e92b2082633bfd23
+size 51980
diff --git a/outputs/multilayer_capacity_distribution/hist_D64_L16.png b/outputs/multilayer_capacity_distribution/hist_D64_L16.png
new file mode 100644
index 0000000..af059bf
--- /dev/null
+++ b/outputs/multilayer_capacity_distribution/hist_D64_L16.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:68eabd4048dd9795e2f5ea499630606a97eea9ac7ad05e1eead7f18c89342bf3
+size 66332
diff --git a/outputs/multilayer_capacity_distribution/hist_D64_L4.png b/outputs/multilayer_capacity_distribution/hist_D64_L4.png
new file mode 100644
index 0000000..2a9bd43
--- /dev/null
+++ b/outputs/multilayer_capacity_distribution/hist_D64_L4.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e6568891406a439d9ee9882eedd4fc59c243b1bf3ed2824065771050e91a335f
+size 64117
diff --git a/outputs/multilayer_capacity_distribution/ks_heatmap.png b/outputs/multilayer_capacity_distribution/ks_heatmap.png
new file mode 100644
index 0000000..ebd9a37
--- /dev/null
+++ b/outputs/multilayer_capacity_distribution/ks_heatmap.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:96f6be76a1b15d6857b32001e49799ee1def0046d8f8120448d9666b4e1f963a
+size 43491
diff --git a/outputs/multilayer_capacity_distribution/qq_D256_L1.png b/outputs/multilayer_capacity_distribution/qq_D256_L1.png
new file mode 100644
index 0000000..ee21ab4
--- /dev/null
+++ b/outputs/multilayer_capacity_distribution/qq_D256_L1.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:68d178a60086b7b034fe9f5d60e343f2033b277e2d9f7516034a8944f0aedb2c
+size 55638
diff --git a/outputs/multilayer_capacity_distribution/qq_D256_L4.png b/outputs/multilayer_capacity_distribution/qq_D256_L4.png
new file mode 100644
index 0000000..4150f70
--- /dev/null
+++ b/outputs/multilayer_capacity_distribution/qq_D256_L4.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4a0968862f46c21baca378fae1324c551983879402c8d5cfc6f27c09d7b713c5
+size 60351
diff --git a/outputs/multilayer_capacity_distribution/qq_D4096_L1.png b/outputs/multilayer_capacity_distribution/qq_D4096_L1.png
new file mode 100644
index 0000000..f4aa32e
--- /dev/null
+++ b/outputs/multilayer_capacity_distribution/qq_D4096_L1.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1b6a57e6ece1ba84e5de3aa4c7e22901d6dc42ac9d74aab38fde89e9f4c64419
+size 56280
diff --git a/outputs/multilayer_capacity_distribution/qq_D4096_L16.png b/outputs/multilayer_capacity_distribution/qq_D4096_L16.png
new file mode 100644
index 0000000..f5c278a
--- /dev/null
+++ b/outputs/multilayer_capacity_distribution/qq_D4096_L16.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b94fee0e0b99350afc8988d792d1e69fb03b0eeb575a1a58e3d98066a524ea43
+size 57868
diff --git a/outputs/multilayer_capacity_distribution/qq_D64_L1.png b/outputs/multilayer_capacity_distribution/qq_D64_L1.png
new file mode 100644
index 0000000..72eb50a
--- /dev/null
+++ b/outputs/multilayer_capacity_distribution/qq_D64_L1.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7c6d04edf989b31971711531112e87f2d04b8e5234bda4358245ed2d9988133d
+size 56143
diff --git a/outputs/multilayer_capacity_distribution/qq_D64_L16.png b/outputs/multilayer_capacity_distribution/qq_D64_L16.png
new file mode 100644
index 0000000..f0fc942
--- /dev/null
+++ b/outputs/multilayer_capacity_distribution/qq_D64_L16.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:475fce7a05766726a81982e6b59c697972910c38e089c1fef7214b55608a352f
+size 56742
diff --git a/outputs/multilayer_capacity_distribution/qq_D64_L4.png b/outputs/multilayer_capacity_distribution/qq_D64_L4.png
new file mode 100644
index 0000000..c0e76aa
--- /dev/null
+++ b/outputs/multilayer_capacity_distribution/qq_D64_L4.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:75a8267517a154dbad911a8c03fc4beaf55e4f045c1b0a01f8ed49fe5135ed07
+size 61819
diff --git a/outputs/multilayer_capacity_distribution/summary.json b/outputs/multilayer_capacity_distribution/summary.json
new file mode 100644
index 0000000..475a395
--- /dev/null
+++ b/outputs/multilayer_capacity_distribution/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3fe43a6df18c3251b7ae653eec81b81cfc488a709857f1042efc4b33983b1bfe
+size 11776
diff --git a/outputs/operator_stress_grid_summary/stress_grid_gap_mae_by_setting.png b/outputs/operator_stress_grid_summary/stress_grid_gap_mae_by_setting.png
new file mode 100644
index 0000000..7edca65
--- /dev/null
+++ b/outputs/operator_stress_grid_summary/stress_grid_gap_mae_by_setting.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:16c0c3e70d629722ca54272e200a529e62437bf66be66c68e7dfbb1b1670414f
+size 97655
diff --git a/outputs/operator_stress_grid_summary/stress_grid_linear_bias_by_margin.png b/outputs/operator_stress_grid_summary/stress_grid_linear_bias_by_margin.png
new file mode 100644
index 0000000..d84b7ac
--- /dev/null
+++ b/outputs/operator_stress_grid_summary/stress_grid_linear_bias_by_margin.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:28e3bc3db2c990afb782e23238b02b462797fa4dee699bb3dfb40710dde27c5a
+size 205637
diff --git a/outputs/operator_stress_grid_summary/stress_grid_linear_prediction_scatter.png b/outputs/operator_stress_grid_summary/stress_grid_linear_prediction_scatter.png
new file mode 100644
index 0000000..71c0f70
--- /dev/null
+++ b/outputs/operator_stress_grid_summary/stress_grid_linear_prediction_scatter.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f0cca1c7aebb39d33e18e4f7cd1bb18420b2a76e7ca492c80c2dcd431d93973e
+size 127962
diff --git a/outputs/operator_stress_grid_summary/stress_grid_metrics.csv b/outputs/operator_stress_grid_summary/stress_grid_metrics.csv
new file mode 100644
index 0000000..1419461
--- /dev/null
+++ b/outputs/operator_stress_grid_summary/stress_grid_metrics.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:96bffba7c61fcd6291aca5bd8acffac2553a3fd35cafe4673950e2999ed890f6
+size 1713
diff --git a/outputs/operator_stress_grid_summary/stress_grid_overlap_panels.png b/outputs/operator_stress_grid_summary/stress_grid_overlap_panels.png
new file mode 100644
index 0000000..051cd56
--- /dev/null
+++ b/outputs/operator_stress_grid_summary/stress_grid_overlap_panels.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1a919617bb2b142927d0f36d79778850b4dc256015d49f96447942546fbbe84c
+size 955478
diff --git a/outputs/operator_stress_grid_summary/stress_grid_rows.csv b/outputs/operator_stress_grid_summary/stress_grid_rows.csv
new file mode 100644
index 0000000..00bc689
--- /dev/null
+++ b/outputs/operator_stress_grid_summary/stress_grid_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9f095476d5190830fdb4c195a47183ff3d620e53890cc535d8eeda7c108b3096
+size 206198
diff --git a/outputs/parameter_matched_depth_control/parameter_matched_gap_by_depth.png b/outputs/parameter_matched_depth_control/parameter_matched_gap_by_depth.png
new file mode 100644
index 0000000..03d1568
--- /dev/null
+++ b/outputs/parameter_matched_depth_control/parameter_matched_gap_by_depth.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8e3fc4ae5a4a1f08017398bf5e45cb4b629691523a4e6fd9f3adfe0eae5f0146
+size 68236
diff --git a/outputs/parameter_matched_depth_control/parameter_matched_metrics.csv b/outputs/parameter_matched_depth_control/parameter_matched_metrics.csv
new file mode 100644
index 0000000..7c8f164
--- /dev/null
+++ b/outputs/parameter_matched_depth_control/parameter_matched_metrics.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:910ff4cfd31c2b87a540d08634079bda174618e205d6f56894a87fa5e3368f43
+size 1955
diff --git a/outputs/parameter_matched_depth_control/parameter_matched_rows.csv b/outputs/parameter_matched_depth_control/parameter_matched_rows.csv
new file mode 100644
index 0000000..19a08aa
--- /dev/null
+++ b/outputs/parameter_matched_depth_control/parameter_matched_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f4547cecc6d4c2153c728157772b309569c2a2931d24715779889b7d0b589f75
+size 37568
diff --git a/outputs/parameter_matched_depth_control/parameter_matched_summary.csv b/outputs/parameter_matched_depth_control/parameter_matched_summary.csv
new file mode 100644
index 0000000..3c35073
--- /dev/null
+++ b/outputs/parameter_matched_depth_control/parameter_matched_summary.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1228507f4293614f57cf33b1d98169d30335a339b09076c16215ce21fcaf4c5f
+size 384
diff --git a/outputs/parameter_matched_depth_control/summary.json b/outputs/parameter_matched_depth_control/summary.json
new file mode 100644
index 0000000..b8684cb
--- /dev/null
+++ b/outputs/parameter_matched_depth_control/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:aefe4b7d95eae592a76184f1011c40a7a9c71e742860cf329bb9c3db32dabb2c
+size 1755
diff --git a/outputs/phase_transition_dense_T30000_352traj/bp_fa_test_mse_vs_width.png b/outputs/phase_transition_dense_T30000_352traj/bp_fa_test_mse_vs_width.png
new file mode 100644
index 0000000..50b55d0
--- /dev/null
+++ b/outputs/phase_transition_dense_T30000_352traj/bp_fa_test_mse_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:36f1e0b3649b4208e6aaaf77a61c87beb583d5485c9cd51e29223002267a237f
+size 80756
diff --git a/outputs/phase_transition_dense_T30000_352traj/bp_fa_train_mse_vs_width.png b/outputs/phase_transition_dense_T30000_352traj/bp_fa_train_mse_vs_width.png
new file mode 100644
index 0000000..eebc7d1
--- /dev/null
+++ b/outputs/phase_transition_dense_T30000_352traj/bp_fa_train_mse_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d949c73a7081ab47264bf084d79e06b1fa6375fd16f9cfcf62edfdf1b04274c4
+size 72216
diff --git a/outputs/phase_transition_dense_T30000_352traj/capacity_terms_vs_width.png b/outputs/phase_transition_dense_T30000_352traj/capacity_terms_vs_width.png
new file mode 100644
index 0000000..f886cf0
--- /dev/null
+++ b/outputs/phase_transition_dense_T30000_352traj/capacity_terms_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d0d96a5a33537386950c1995c0005152638e3c27d2073b69244ebd5941e591e9
+size 51498
diff --git a/outputs/phase_transition_dense_T30000_352traj/dense_T30000_gap_logscale.png b/outputs/phase_transition_dense_T30000_352traj/dense_T30000_gap_logscale.png
new file mode 100644
index 0000000..d1648b5
--- /dev/null
+++ b/outputs/phase_transition_dense_T30000_352traj/dense_T30000_gap_logscale.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7aac73866a9ca3a649296eecaa727ca519f546d9cdf5aa75911c56491e176319
+size 298316
diff --git a/outputs/phase_transition_dense_T30000_352traj/gap_vs_redundancy_score.png b/outputs/phase_transition_dense_T30000_352traj/gap_vs_redundancy_score.png
new file mode 100644
index 0000000..a6baf88
--- /dev/null
+++ b/outputs/phase_transition_dense_T30000_352traj/gap_vs_redundancy_score.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0f0b0c51ef2298b78702a41de21b0378d8d40accd9694de4d388465f26794072
+size 53651
diff --git a/outputs/phase_transition_dense_T30000_352traj/gap_vs_width.png b/outputs/phase_transition_dense_T30000_352traj/gap_vs_width.png
new file mode 100644
index 0000000..9ff2f37
--- /dev/null
+++ b/outputs/phase_transition_dense_T30000_352traj/gap_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:99dee328645088a9f6a72a1341bcd476e1c201de8fc89e858b88c00af3225f8d
+size 50990
diff --git a/outputs/phase_transition_dense_T30000_352traj/phase_transition_capacity_exhaustion.png b/outputs/phase_transition_dense_T30000_352traj/phase_transition_capacity_exhaustion.png
new file mode 100644
index 0000000..4f243cd
--- /dev/null
+++ b/outputs/phase_transition_dense_T30000_352traj/phase_transition_capacity_exhaustion.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:78f21679a46e487715da35d15bb9852fd1b4539ceaed91aa6da3a5aea18589b5
+size 287825
diff --git a/outputs/phase_transition_dense_T30000_352traj/phase_transition_gap_only.png b/outputs/phase_transition_dense_T30000_352traj/phase_transition_gap_only.png
new file mode 100644
index 0000000..e8a31d0
--- /dev/null
+++ b/outputs/phase_transition_dense_T30000_352traj/phase_transition_gap_only.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9e694d9e34c3116d741625c4bcdd10189ab73a132681f2c2e895747d09095c95
+size 84402
diff --git a/outputs/phase_transition_dense_T30000_352traj/runs.csv b/outputs/phase_transition_dense_T30000_352traj/runs.csv
new file mode 100644
index 0000000..8b411ed
--- /dev/null
+++ b/outputs/phase_transition_dense_T30000_352traj/runs.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9cf2f37f5737bd1b733e6a528a130597577980c3dc4c8d7224165e74b8948a7a
+size 75014
diff --git a/outputs/phase_transition_dense_T30000_352traj/runs.partial.csv b/outputs/phase_transition_dense_T30000_352traj/runs.partial.csv
new file mode 100644
index 0000000..8b411ed
--- /dev/null
+++ b/outputs/phase_transition_dense_T30000_352traj/runs.partial.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9cf2f37f5737bd1b733e6a528a130597577980c3dc4c8d7224165e74b8948a7a
+size 75014
diff --git a/outputs/phase_transition_dense_T30000_352traj/summary.json b/outputs/phase_transition_dense_T30000_352traj/summary.json
new file mode 100644
index 0000000..8b7110e
--- /dev/null
+++ b/outputs/phase_transition_dense_T30000_352traj/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f5f79b48838a48b17c19afdb92ad0dd40452b8b099d79b95bf33f92d1cf2b635
+size 10297
diff --git a/outputs/phase_transition_dense_T30000_352traj/train_gap_trajectory_distribution_vs_fa_margin.png b/outputs/phase_transition_dense_T30000_352traj/train_gap_trajectory_distribution_vs_fa_margin.png
new file mode 100644
index 0000000..bc0f6b2
--- /dev/null
+++ b/outputs/phase_transition_dense_T30000_352traj/train_gap_trajectory_distribution_vs_fa_margin.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c6342cff562d6fd9729efb206f4d59c49662a0d46696a2f76746e58d9a99cc47
+size 87486
diff --git a/outputs/phase_transition_dense_T30000_352traj/train_gap_vs_fa_capacity_margin.png b/outputs/phase_transition_dense_T30000_352traj/train_gap_vs_fa_capacity_margin.png
new file mode 100644
index 0000000..5cfe5dd
--- /dev/null
+++ b/outputs/phase_transition_dense_T30000_352traj/train_gap_vs_fa_capacity_margin.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:59fb41a6d30f62f120544ce697473fa62f48a8915b8f4541e2aa856aad47ce68
+size 61837
diff --git a/outputs/phase_transition_dense_T30000_352traj/train_gap_vs_width.png b/outputs/phase_transition_dense_T30000_352traj/train_gap_vs_width.png
new file mode 100644
index 0000000..bf3e9dd
--- /dev/null
+++ b/outputs/phase_transition_dense_T30000_352traj/train_gap_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:34d1dd15339dfbd92be8ca552942e9dd37422d515ac42eb5ba8bd72c90d47430
+size 61116
diff --git a/outputs/phase_transition_dense_T30000_352traj/train_mse_trajectory_distribution.png b/outputs/phase_transition_dense_T30000_352traj/train_mse_trajectory_distribution.png
new file mode 100644
index 0000000..b326579
--- /dev/null
+++ b/outputs/phase_transition_dense_T30000_352traj/train_mse_trajectory_distribution.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a828fc212daf233afecdb6ce0052563ef34a7d528a06f44c8c47fea15c6855c8
+size 120644
diff --git a/outputs/phase_transition_dense_T30000_352traj/width_summary.csv b/outputs/phase_transition_dense_T30000_352traj/width_summary.csv
new file mode 100644
index 0000000..8787eca
--- /dev/null
+++ b/outputs/phase_transition_dense_T30000_352traj/width_summary.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a37ff17c028c675d4f7eb2cd223361ec300bdaa54dadfa18eb0f160f6b0314e6
+size 3428
diff --git a/outputs/phase_transition_dense_T30000_352traj/width_summary.partial.csv b/outputs/phase_transition_dense_T30000_352traj/width_summary.partial.csv
new file mode 100644
index 0000000..8787eca
--- /dev/null
+++ b/outputs/phase_transition_dense_T30000_352traj/width_summary.partial.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a37ff17c028c675d4f7eb2cd223361ec300bdaa54dadfa18eb0f160f6b0314e6
+size 3428
diff --git a/outputs/phase_transition_sgd_256_lr001_T3000/bp_fa_test_mse_vs_width.png b/outputs/phase_transition_sgd_256_lr001_T3000/bp_fa_test_mse_vs_width.png
new file mode 100644
index 0000000..56b6e99
--- /dev/null
+++ b/outputs/phase_transition_sgd_256_lr001_T3000/bp_fa_test_mse_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8f87e20ac4ecc2de3d355a637e1925cc5e47db6f892cb812ccf672e8f588720d
+size 70647
diff --git a/outputs/phase_transition_sgd_256_lr001_T3000/bp_fa_train_mse_vs_width.png b/outputs/phase_transition_sgd_256_lr001_T3000/bp_fa_train_mse_vs_width.png
new file mode 100644
index 0000000..23550a2
--- /dev/null
+++ b/outputs/phase_transition_sgd_256_lr001_T3000/bp_fa_train_mse_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2653c8d68d873f7bd87b06db74cffd0e895b55449270defaeec4128b16dd8d21
+size 73685
diff --git a/outputs/phase_transition_sgd_256_lr001_T3000/capacity_terms_vs_width.png b/outputs/phase_transition_sgd_256_lr001_T3000/capacity_terms_vs_width.png
new file mode 100644
index 0000000..e348385
--- /dev/null
+++ b/outputs/phase_transition_sgd_256_lr001_T3000/capacity_terms_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b7575ad631989b7a9189479800e0b78ab1aa134ee4f13741c5f81bd6d01695c7
+size 64539
diff --git a/outputs/phase_transition_sgd_256_lr001_T3000/gap_vs_redundancy_score.png b/outputs/phase_transition_sgd_256_lr001_T3000/gap_vs_redundancy_score.png
new file mode 100644
index 0000000..3e8b8dc
--- /dev/null
+++ b/outputs/phase_transition_sgd_256_lr001_T3000/gap_vs_redundancy_score.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:141ac1a239391b7722d5306444835e3dabb089bc1dfce506f1cf8648298468d3
+size 56269
diff --git a/outputs/phase_transition_sgd_256_lr001_T3000/gap_vs_width.png b/outputs/phase_transition_sgd_256_lr001_T3000/gap_vs_width.png
new file mode 100644
index 0000000..f607576
--- /dev/null
+++ b/outputs/phase_transition_sgd_256_lr001_T3000/gap_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:24262543953d31fd523dc7635660762d7a38104d9a1c0d8011de30af8bdbfac8
+size 53718
diff --git a/outputs/phase_transition_sgd_256_lr001_T3000/phase_transition_capacity_exhaustion.png b/outputs/phase_transition_sgd_256_lr001_T3000/phase_transition_capacity_exhaustion.png
new file mode 100644
index 0000000..f396b1e
--- /dev/null
+++ b/outputs/phase_transition_sgd_256_lr001_T3000/phase_transition_capacity_exhaustion.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:298b5fec16e1380be3b0f2f536b8e39604e236d648a1cd4e8070d9af31c83994
+size 396184
diff --git a/outputs/phase_transition_sgd_256_lr001_T3000/phase_transition_gap_only.png b/outputs/phase_transition_sgd_256_lr001_T3000/phase_transition_gap_only.png
new file mode 100644
index 0000000..ad0f17e
--- /dev/null
+++ b/outputs/phase_transition_sgd_256_lr001_T3000/phase_transition_gap_only.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c7eff3c8f351f08bbdd9366e450c9b064b055965c3296d3e6e736407ef305278
+size 90624
diff --git a/outputs/phase_transition_sgd_256_lr001_T3000/runs.csv b/outputs/phase_transition_sgd_256_lr001_T3000/runs.csv
new file mode 100644
index 0000000..bc6fd54
--- /dev/null
+++ b/outputs/phase_transition_sgd_256_lr001_T3000/runs.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dd54c6037774dfd2c582023a55659701345c8410382d9e3fd7d443c2968c632c
+size 58256
diff --git a/outputs/phase_transition_sgd_256_lr001_T3000/runs.partial.csv b/outputs/phase_transition_sgd_256_lr001_T3000/runs.partial.csv
new file mode 100644
index 0000000..bc6fd54
--- /dev/null
+++ b/outputs/phase_transition_sgd_256_lr001_T3000/runs.partial.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dd54c6037774dfd2c582023a55659701345c8410382d9e3fd7d443c2968c632c
+size 58256
diff --git a/outputs/phase_transition_sgd_256_lr001_T3000/summary.json b/outputs/phase_transition_sgd_256_lr001_T3000/summary.json
new file mode 100644
index 0000000..989966f
--- /dev/null
+++ b/outputs/phase_transition_sgd_256_lr001_T3000/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:89392c0be2f9008511f46668d8fa2a8ab20773ea81fc01002d92a1c164cf9df5
+size 7931
diff --git a/outputs/phase_transition_sgd_256_lr001_T3000/train_gap_trajectory_distribution_vs_fa_margin.png b/outputs/phase_transition_sgd_256_lr001_T3000/train_gap_trajectory_distribution_vs_fa_margin.png
new file mode 100644
index 0000000..16c53c6
--- /dev/null
+++ b/outputs/phase_transition_sgd_256_lr001_T3000/train_gap_trajectory_distribution_vs_fa_margin.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:75dde705ef967f1e0bad55f2c2de84252373cba39011001c591d81ff8e3cfd1a
+size 98562
diff --git a/outputs/phase_transition_sgd_256_lr001_T3000/train_gap_vs_fa_capacity_margin.png b/outputs/phase_transition_sgd_256_lr001_T3000/train_gap_vs_fa_capacity_margin.png
new file mode 100644
index 0000000..6271874
--- /dev/null
+++ b/outputs/phase_transition_sgd_256_lr001_T3000/train_gap_vs_fa_capacity_margin.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d68ee32d100f91dc7f75c6393c10655e14de34422ee94cf2f114c4bcdaf4fe5f
+size 59626
diff --git a/outputs/phase_transition_sgd_256_lr001_T3000/train_gap_vs_width.png b/outputs/phase_transition_sgd_256_lr001_T3000/train_gap_vs_width.png
new file mode 100644
index 0000000..004a368
--- /dev/null
+++ b/outputs/phase_transition_sgd_256_lr001_T3000/train_gap_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3e01f8503b0560611a674fa7d401daa7334b5754c2d850523efa980db552a8a2
+size 61643
diff --git a/outputs/phase_transition_sgd_256_lr001_T3000/train_mse_trajectory_distribution.png b/outputs/phase_transition_sgd_256_lr001_T3000/train_mse_trajectory_distribution.png
new file mode 100644
index 0000000..869d713
--- /dev/null
+++ b/outputs/phase_transition_sgd_256_lr001_T3000/train_mse_trajectory_distribution.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c70116401fcf8a264c2ed3a43a2398a92a495b7959a4039b7e29bbf9c844e07d
+size 112971
diff --git a/outputs/phase_transition_sgd_256_lr001_T3000/width_summary.csv b/outputs/phase_transition_sgd_256_lr001_T3000/width_summary.csv
new file mode 100644
index 0000000..77a4492
--- /dev/null
+++ b/outputs/phase_transition_sgd_256_lr001_T3000/width_summary.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a9a2fb9923c199f2c56d59a86161e7d8e91b8eddbf7f07ae49f232995f05c342
+size 2819
diff --git a/outputs/phase_transition_sgd_256_lr001_T3000/width_summary.partial.csv b/outputs/phase_transition_sgd_256_lr001_T3000/width_summary.partial.csv
new file mode 100644
index 0000000..77a4492
--- /dev/null
+++ b/outputs/phase_transition_sgd_256_lr001_T3000/width_summary.partial.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a9a2fb9923c199f2c56d59a86161e7d8e91b8eddbf7f07ae49f232995f05c342
+size 2819
diff --git a/outputs/phase_transition_sgd_long_lr001_T10000_probe/bp_fa_test_mse_vs_width.png b/outputs/phase_transition_sgd_long_lr001_T10000_probe/bp_fa_test_mse_vs_width.png
new file mode 100644
index 0000000..3fd8604
--- /dev/null
+++ b/outputs/phase_transition_sgd_long_lr001_T10000_probe/bp_fa_test_mse_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dd7e9019c9c04a2f0de54110659163c21a678c57d17e5280420a3f653d7446e2
+size 72978
diff --git a/outputs/phase_transition_sgd_long_lr001_T10000_probe/bp_fa_train_mse_vs_width.png b/outputs/phase_transition_sgd_long_lr001_T10000_probe/bp_fa_train_mse_vs_width.png
new file mode 100644
index 0000000..f977189
--- /dev/null
+++ b/outputs/phase_transition_sgd_long_lr001_T10000_probe/bp_fa_train_mse_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1046e332b5f0fd8341e4f606c698e8aeda865713932f823ba90f99a6a2d12571
+size 74531
diff --git a/outputs/phase_transition_sgd_long_lr001_T10000_probe/capacity_terms_vs_width.png b/outputs/phase_transition_sgd_long_lr001_T10000_probe/capacity_terms_vs_width.png
new file mode 100644
index 0000000..9d72b22
--- /dev/null
+++ b/outputs/phase_transition_sgd_long_lr001_T10000_probe/capacity_terms_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:efa2eedfa17788da665e9b97f897552ee407dd29656b152d234097fe26564bc5
+size 59864
diff --git a/outputs/phase_transition_sgd_long_lr001_T10000_probe/gap_vs_redundancy_score.png b/outputs/phase_transition_sgd_long_lr001_T10000_probe/gap_vs_redundancy_score.png
new file mode 100644
index 0000000..2d6023b
--- /dev/null
+++ b/outputs/phase_transition_sgd_long_lr001_T10000_probe/gap_vs_redundancy_score.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c961bdd5443dfec9e0dc97ade8e05c59d8e674b44b4ad7f59e3b666e84bc9925
+size 46252
diff --git a/outputs/phase_transition_sgd_long_lr001_T10000_probe/gap_vs_width.png b/outputs/phase_transition_sgd_long_lr001_T10000_probe/gap_vs_width.png
new file mode 100644
index 0000000..7bcfdd3
--- /dev/null
+++ b/outputs/phase_transition_sgd_long_lr001_T10000_probe/gap_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bc5675acd7fac62a6b259bcf91b0851007a1a81244d34875b7ee52dd18c60df6
+size 42471
diff --git a/outputs/phase_transition_sgd_long_lr001_T10000_probe/runs.csv b/outputs/phase_transition_sgd_long_lr001_T10000_probe/runs.csv
new file mode 100644
index 0000000..c6d9e02
--- /dev/null
+++ b/outputs/phase_transition_sgd_long_lr001_T10000_probe/runs.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:10088269e00974d5c128e3d6ae392c5372f62c12e3400347f38cbff19423bf99
+size 12302
diff --git a/outputs/phase_transition_sgd_long_lr001_T10000_probe/runs.partial.csv b/outputs/phase_transition_sgd_long_lr001_T10000_probe/runs.partial.csv
new file mode 100644
index 0000000..c6d9e02
--- /dev/null
+++ b/outputs/phase_transition_sgd_long_lr001_T10000_probe/runs.partial.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:10088269e00974d5c128e3d6ae392c5372f62c12e3400347f38cbff19423bf99
+size 12302
diff --git a/outputs/phase_transition_sgd_long_lr001_T10000_probe/summary.json b/outputs/phase_transition_sgd_long_lr001_T10000_probe/summary.json
new file mode 100644
index 0000000..7d35c2e
--- /dev/null
+++ b/outputs/phase_transition_sgd_long_lr001_T10000_probe/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e3e82626405add726ca67d5221ba8d5ef9e7de0f917ad41cc5896fecaa6592dc
+size 6180
diff --git a/outputs/phase_transition_sgd_long_lr001_T10000_probe/train_gap_trajectory_distribution_vs_fa_margin.png b/outputs/phase_transition_sgd_long_lr001_T10000_probe/train_gap_trajectory_distribution_vs_fa_margin.png
new file mode 100644
index 0000000..3602c5d
--- /dev/null
+++ b/outputs/phase_transition_sgd_long_lr001_T10000_probe/train_gap_trajectory_distribution_vs_fa_margin.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1af37b60f1505832a249ad574215a0f9b408dbdf35b257153190b3d4d7c6c9ed
+size 66126
diff --git a/outputs/phase_transition_sgd_long_lr001_T10000_probe/train_gap_vs_fa_capacity_margin.png b/outputs/phase_transition_sgd_long_lr001_T10000_probe/train_gap_vs_fa_capacity_margin.png
new file mode 100644
index 0000000..bd2eadd
--- /dev/null
+++ b/outputs/phase_transition_sgd_long_lr001_T10000_probe/train_gap_vs_fa_capacity_margin.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3581c4a2673e4c587c9905861078c3ee13350682e38922f16741f522e5652a69
+size 51057
diff --git a/outputs/phase_transition_sgd_long_lr001_T10000_probe/train_gap_vs_width.png b/outputs/phase_transition_sgd_long_lr001_T10000_probe/train_gap_vs_width.png
new file mode 100644
index 0000000..7c02f33
--- /dev/null
+++ b/outputs/phase_transition_sgd_long_lr001_T10000_probe/train_gap_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:04b35f28041040bf0214a0809f4dd30f9dff1a639cdf52476d0c2be9eb57d935
+size 52831
diff --git a/outputs/phase_transition_sgd_long_lr001_T10000_probe/train_mse_trajectory_distribution.png b/outputs/phase_transition_sgd_long_lr001_T10000_probe/train_mse_trajectory_distribution.png
new file mode 100644
index 0000000..6408dac
--- /dev/null
+++ b/outputs/phase_transition_sgd_long_lr001_T10000_probe/train_mse_trajectory_distribution.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0da2c732134dc5a2f99af8f2803e62ede6ff714cd1d1322dcf72e2116348a2fb
+size 96521
diff --git a/outputs/phase_transition_sgd_long_lr001_T10000_probe/width_summary.csv b/outputs/phase_transition_sgd_long_lr001_T10000_probe/width_summary.csv
new file mode 100644
index 0000000..7e3b01e
--- /dev/null
+++ b/outputs/phase_transition_sgd_long_lr001_T10000_probe/width_summary.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f98aac8ba7a907ddabfb06a26c67015b0eecf037b476c2436a5cc32188ce4a5d
+size 2226
diff --git a/outputs/phase_transition_sgd_long_lr001_T10000_probe/width_summary.partial.csv b/outputs/phase_transition_sgd_long_lr001_T10000_probe/width_summary.partial.csv
new file mode 100644
index 0000000..7e3b01e
--- /dev/null
+++ b/outputs/phase_transition_sgd_long_lr001_T10000_probe/width_summary.partial.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f98aac8ba7a907ddabfb06a26c67015b0eecf037b476c2436a5cc32188ce4a5d
+size 2226
diff --git a/outputs/phase_transition_sgd_smoke_lr001_T3000/bp_fa_test_mse_vs_width.png b/outputs/phase_transition_sgd_smoke_lr001_T3000/bp_fa_test_mse_vs_width.png
new file mode 100644
index 0000000..0dcabd0
--- /dev/null
+++ b/outputs/phase_transition_sgd_smoke_lr001_T3000/bp_fa_test_mse_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7b3bd62225138cd7ecb9e45a62bd48d950444617e838391672ae67348341906f
+size 72677
diff --git a/outputs/phase_transition_sgd_smoke_lr001_T3000/bp_fa_train_mse_vs_width.png b/outputs/phase_transition_sgd_smoke_lr001_T3000/bp_fa_train_mse_vs_width.png
new file mode 100644
index 0000000..00d8b59
--- /dev/null
+++ b/outputs/phase_transition_sgd_smoke_lr001_T3000/bp_fa_train_mse_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3ee903d180cfc7aeb4ef3419b9095a594e6bb55ff7eaacc6c95f1c03e84d8932
+size 73301
diff --git a/outputs/phase_transition_sgd_smoke_lr001_T3000/capacity_terms_vs_width.png b/outputs/phase_transition_sgd_smoke_lr001_T3000/capacity_terms_vs_width.png
new file mode 100644
index 0000000..e348385
--- /dev/null
+++ b/outputs/phase_transition_sgd_smoke_lr001_T3000/capacity_terms_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b7575ad631989b7a9189479800e0b78ab1aa134ee4f13741c5f81bd6d01695c7
+size 64539
diff --git a/outputs/phase_transition_sgd_smoke_lr001_T3000/gap_vs_redundancy_score.png b/outputs/phase_transition_sgd_smoke_lr001_T3000/gap_vs_redundancy_score.png
new file mode 100644
index 0000000..e09b0b8
--- /dev/null
+++ b/outputs/phase_transition_sgd_smoke_lr001_T3000/gap_vs_redundancy_score.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fde67180435532cad55ed2eff689c744ad83e5c78ad03aeba6232069b72cfc0a
+size 65020
diff --git a/outputs/phase_transition_sgd_smoke_lr001_T3000/gap_vs_width.png b/outputs/phase_transition_sgd_smoke_lr001_T3000/gap_vs_width.png
new file mode 100644
index 0000000..5215e66
--- /dev/null
+++ b/outputs/phase_transition_sgd_smoke_lr001_T3000/gap_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ad71a8f9e1cb7a96d6b9750227e8e6113a0a701ff0d6e3939bd621017f5ae946
+size 61939
diff --git a/outputs/phase_transition_sgd_smoke_lr001_T3000/runs.csv b/outputs/phase_transition_sgd_smoke_lr001_T3000/runs.csv
new file mode 100644
index 0000000..8c4f539
--- /dev/null
+++ b/outputs/phase_transition_sgd_smoke_lr001_T3000/runs.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5d0d06b6ed3278379c7b969bb356150480355e1745fd7c8c0bd740536523f10b
+size 6554
diff --git a/outputs/phase_transition_sgd_smoke_lr001_T3000/runs.partial.csv b/outputs/phase_transition_sgd_smoke_lr001_T3000/runs.partial.csv
new file mode 100644
index 0000000..8c4f539
--- /dev/null
+++ b/outputs/phase_transition_sgd_smoke_lr001_T3000/runs.partial.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5d0d06b6ed3278379c7b969bb356150480355e1745fd7c8c0bd740536523f10b
+size 6554
diff --git a/outputs/phase_transition_sgd_smoke_lr001_T3000/summary.json b/outputs/phase_transition_sgd_smoke_lr001_T3000/summary.json
new file mode 100644
index 0000000..aa3848b
--- /dev/null
+++ b/outputs/phase_transition_sgd_smoke_lr001_T3000/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c8187fd6054d14fe6a836e06b86538e6f6e4f581ca42beeee18eae4bfaa9ce67
+size 7678
diff --git a/outputs/phase_transition_sgd_smoke_lr001_T3000/train_gap_trajectory_distribution_vs_fa_margin.png b/outputs/phase_transition_sgd_smoke_lr001_T3000/train_gap_trajectory_distribution_vs_fa_margin.png
new file mode 100644
index 0000000..ac2cac7
--- /dev/null
+++ b/outputs/phase_transition_sgd_smoke_lr001_T3000/train_gap_trajectory_distribution_vs_fa_margin.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:568d3c9ea0d426f52d8b3ee2d412b7f0a12dbc1ea78eeb1d8a1d37c1b82c0682
+size 76870
diff --git a/outputs/phase_transition_sgd_smoke_lr001_T3000/train_gap_vs_fa_capacity_margin.png b/outputs/phase_transition_sgd_smoke_lr001_T3000/train_gap_vs_fa_capacity_margin.png
new file mode 100644
index 0000000..0601d3b
--- /dev/null
+++ b/outputs/phase_transition_sgd_smoke_lr001_T3000/train_gap_vs_fa_capacity_margin.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f57350f5971df889b9cbadd4820e5dc554a66564e960714d18920a9f90aaf63c
+size 60682
diff --git a/outputs/phase_transition_sgd_smoke_lr001_T3000/train_gap_vs_width.png b/outputs/phase_transition_sgd_smoke_lr001_T3000/train_gap_vs_width.png
new file mode 100644
index 0000000..ec85bb3
--- /dev/null
+++ b/outputs/phase_transition_sgd_smoke_lr001_T3000/train_gap_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:462a61dda7fb1eb544264706d4daa7a78d8dca253b87b00cfbe7972f778348c4
+size 62321
diff --git a/outputs/phase_transition_sgd_smoke_lr001_T3000/train_mse_trajectory_distribution.png b/outputs/phase_transition_sgd_smoke_lr001_T3000/train_mse_trajectory_distribution.png
new file mode 100644
index 0000000..06d7a1f
--- /dev/null
+++ b/outputs/phase_transition_sgd_smoke_lr001_T3000/train_mse_trajectory_distribution.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3fd5c2c09c01056900a62ad430b64530a77429fa76b57094b5161d5364fbf0e3
+size 93830
diff --git a/outputs/phase_transition_sgd_smoke_lr001_T3000/width_summary.csv b/outputs/phase_transition_sgd_smoke_lr001_T3000/width_summary.csv
new file mode 100644
index 0000000..7a7105f
--- /dev/null
+++ b/outputs/phase_transition_sgd_smoke_lr001_T3000/width_summary.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d316e7f1ccc047911ad96cfe742080f12e82bc51935d2e8ade349fb7ea7102c2
+size 2564
diff --git a/outputs/phase_transition_sgd_smoke_lr001_T3000/width_summary.partial.csv b/outputs/phase_transition_sgd_smoke_lr001_T3000/width_summary.partial.csv
new file mode 100644
index 0000000..7a7105f
--- /dev/null
+++ b/outputs/phase_transition_sgd_smoke_lr001_T3000/width_summary.partial.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d316e7f1ccc047911ad96cfe742080f12e82bc51935d2e8ade349fb7ea7102c2
+size 2564
diff --git a/outputs/phase_transition_sgd_verylong_lr001_T30000_probe/bp_fa_test_mse_vs_width.png b/outputs/phase_transition_sgd_verylong_lr001_T30000_probe/bp_fa_test_mse_vs_width.png
new file mode 100644
index 0000000..56ae18a
--- /dev/null
+++ b/outputs/phase_transition_sgd_verylong_lr001_T30000_probe/bp_fa_test_mse_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dafa28a869359f6fb41a49407bb58ed936cd289d785c93c3dffc566b36cf49cb
+size 61338
diff --git a/outputs/phase_transition_sgd_verylong_lr001_T30000_probe/bp_fa_train_mse_vs_width.png b/outputs/phase_transition_sgd_verylong_lr001_T30000_probe/bp_fa_train_mse_vs_width.png
new file mode 100644
index 0000000..87697de
--- /dev/null
+++ b/outputs/phase_transition_sgd_verylong_lr001_T30000_probe/bp_fa_train_mse_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6574cca667bf6c43f7a4586f5925d74ba234d7486f3a013bce1544d8c95140a1
+size 72092
diff --git a/outputs/phase_transition_sgd_verylong_lr001_T30000_probe/capacity_terms_vs_width.png b/outputs/phase_transition_sgd_verylong_lr001_T30000_probe/capacity_terms_vs_width.png
new file mode 100644
index 0000000..8a1602d
--- /dev/null
+++ b/outputs/phase_transition_sgd_verylong_lr001_T30000_probe/capacity_terms_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f0128db56f6b32abc689d203ae8f934f842d73cda8b8885ac9ac3239a077d713
+size 46178
diff --git a/outputs/phase_transition_sgd_verylong_lr001_T30000_probe/gap_vs_redundancy_score.png b/outputs/phase_transition_sgd_verylong_lr001_T30000_probe/gap_vs_redundancy_score.png
new file mode 100644
index 0000000..29feef8
--- /dev/null
+++ b/outputs/phase_transition_sgd_verylong_lr001_T30000_probe/gap_vs_redundancy_score.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e5be54477d0237dd609fe9188524662a16e5e0628baca740a55fc9513930ce45
+size 46754
diff --git a/outputs/phase_transition_sgd_verylong_lr001_T30000_probe/gap_vs_width.png b/outputs/phase_transition_sgd_verylong_lr001_T30000_probe/gap_vs_width.png
new file mode 100644
index 0000000..6c71192
--- /dev/null
+++ b/outputs/phase_transition_sgd_verylong_lr001_T30000_probe/gap_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3e5fa87a9c6ffc541e284aa068a93dd3b2b658d940682469cc03acb063d3a73c
+size 36202
diff --git a/outputs/phase_transition_sgd_verylong_lr001_T30000_probe/runs.csv b/outputs/phase_transition_sgd_verylong_lr001_T30000_probe/runs.csv
new file mode 100644
index 0000000..d5d527a
--- /dev/null
+++ b/outputs/phase_transition_sgd_verylong_lr001_T30000_probe/runs.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0b0a82d9171c3bedf3dd30752e5fda9c41655808aca07ab1b962c514b3d28ca5
+size 2627
diff --git a/outputs/phase_transition_sgd_verylong_lr001_T30000_probe/runs.partial.csv b/outputs/phase_transition_sgd_verylong_lr001_T30000_probe/runs.partial.csv
new file mode 100644
index 0000000..d5d527a
--- /dev/null
+++ b/outputs/phase_transition_sgd_verylong_lr001_T30000_probe/runs.partial.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0b0a82d9171c3bedf3dd30752e5fda9c41655808aca07ab1b962c514b3d28ca5
+size 2627
diff --git a/outputs/phase_transition_sgd_verylong_lr001_T30000_probe/summary.json b/outputs/phase_transition_sgd_verylong_lr001_T30000_probe/summary.json
new file mode 100644
index 0000000..d440535
--- /dev/null
+++ b/outputs/phase_transition_sgd_verylong_lr001_T30000_probe/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ddd0e3330861c8053adf725b9c0c6016f4c951b4dba23c1461829d718ffee5cf
+size 3367
diff --git a/outputs/phase_transition_sgd_verylong_lr001_T30000_probe/train_gap_trajectory_distribution_vs_fa_margin.png b/outputs/phase_transition_sgd_verylong_lr001_T30000_probe/train_gap_trajectory_distribution_vs_fa_margin.png
new file mode 100644
index 0000000..8d879bf
--- /dev/null
+++ b/outputs/phase_transition_sgd_verylong_lr001_T30000_probe/train_gap_trajectory_distribution_vs_fa_margin.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fb3846e4b699abf6eb14048b519bd09689d3ca6ba2e9e7bec1b3b7aad0269419
+size 73523
diff --git a/outputs/phase_transition_sgd_verylong_lr001_T30000_probe/train_gap_vs_fa_capacity_margin.png b/outputs/phase_transition_sgd_verylong_lr001_T30000_probe/train_gap_vs_fa_capacity_margin.png
new file mode 100644
index 0000000..2ad8b56
--- /dev/null
+++ b/outputs/phase_transition_sgd_verylong_lr001_T30000_probe/train_gap_vs_fa_capacity_margin.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fc5c52bed326e9e3a89b977bdc72b81cdc0971d8884477c2cc00d67d5a8115b9
+size 61576
diff --git a/outputs/phase_transition_sgd_verylong_lr001_T30000_probe/train_gap_vs_width.png b/outputs/phase_transition_sgd_verylong_lr001_T30000_probe/train_gap_vs_width.png
new file mode 100644
index 0000000..80c470b
--- /dev/null
+++ b/outputs/phase_transition_sgd_verylong_lr001_T30000_probe/train_gap_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:496129fffae00d8371277600ad098ba40460d38b09b100276336ede0218bee0e
+size 60219
diff --git a/outputs/phase_transition_sgd_verylong_lr001_T30000_probe/train_mse_trajectory_distribution.png b/outputs/phase_transition_sgd_verylong_lr001_T30000_probe/train_mse_trajectory_distribution.png
new file mode 100644
index 0000000..b395b51
--- /dev/null
+++ b/outputs/phase_transition_sgd_verylong_lr001_T30000_probe/train_mse_trajectory_distribution.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:608c0e78c127a9abb947ee3aa24e5700c54147a7991526070f7c98e7fc4a1b5a
+size 89088
diff --git a/outputs/phase_transition_sgd_verylong_lr001_T30000_probe/width_summary.csv b/outputs/phase_transition_sgd_verylong_lr001_T30000_probe/width_summary.csv
new file mode 100644
index 0000000..8087033
--- /dev/null
+++ b/outputs/phase_transition_sgd_verylong_lr001_T30000_probe/width_summary.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2b22ed7db98bca12563ef642976bd7285f56c247c2cdf6fdbac319c0354919ed
+size 1161
diff --git a/outputs/phase_transition_sgd_verylong_lr001_T30000_probe/width_summary.partial.csv b/outputs/phase_transition_sgd_verylong_lr001_T30000_probe/width_summary.partial.csv
new file mode 100644
index 0000000..8087033
--- /dev/null
+++ b/outputs/phase_transition_sgd_verylong_lr001_T30000_probe/width_summary.partial.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2b22ed7db98bca12563ef642976bd7285f56c247c2cdf6fdbac319c0354919ed
+size 1161
diff --git a/outputs/phase_transition_training_time_comparison/bp_fa_train_loss_by_training_time.png b/outputs/phase_transition_training_time_comparison/bp_fa_train_loss_by_training_time.png
new file mode 100644
index 0000000..ffd07e5
--- /dev/null
+++ b/outputs/phase_transition_training_time_comparison/bp_fa_train_loss_by_training_time.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c8174a31054b17cf31c277a79cd1cc26e19f55b350aa3d3830a1705fa89baeb1
+size 149054
diff --git a/outputs/phase_transition_training_time_comparison/train_gap_vs_margin_by_training_time.png b/outputs/phase_transition_training_time_comparison/train_gap_vs_margin_by_training_time.png
new file mode 100644
index 0000000..be97291
--- /dev/null
+++ b/outputs/phase_transition_training_time_comparison/train_gap_vs_margin_by_training_time.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:46ec223cdc949f312924bb4fa197f7ad135e9531a3292392123c7f9767602683
+size 123011
diff --git a/outputs/phase_transition_zoom_T10000_1024traj/bp_fa_test_mse_vs_width.png b/outputs/phase_transition_zoom_T10000_1024traj/bp_fa_test_mse_vs_width.png
new file mode 100644
index 0000000..64e3287
--- /dev/null
+++ b/outputs/phase_transition_zoom_T10000_1024traj/bp_fa_test_mse_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:64c7e64b80c530fa51fda71292aa2112af8dca7a28db4bf6a38852b1cfe9efa4
+size 73985
diff --git a/outputs/phase_transition_zoom_T10000_1024traj/bp_fa_train_mse_vs_width.png b/outputs/phase_transition_zoom_T10000_1024traj/bp_fa_train_mse_vs_width.png
new file mode 100644
index 0000000..3f523e4
--- /dev/null
+++ b/outputs/phase_transition_zoom_T10000_1024traj/bp_fa_train_mse_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:10efdcba194c7f4412d9021f3c7db2c067958f0a0dac5f4ffc98acd5f3f45378
+size 73643
diff --git a/outputs/phase_transition_zoom_T10000_1024traj/capacity_terms_vs_width.png b/outputs/phase_transition_zoom_T10000_1024traj/capacity_terms_vs_width.png
new file mode 100644
index 0000000..eee1c3f
--- /dev/null
+++ b/outputs/phase_transition_zoom_T10000_1024traj/capacity_terms_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2aa04e673ca78d06aed5ff07bd4d7095ea6021fbbc7c5dcb281d18ab7b606444
+size 53891
diff --git a/outputs/phase_transition_zoom_T10000_1024traj/gap_vs_redundancy_score.png b/outputs/phase_transition_zoom_T10000_1024traj/gap_vs_redundancy_score.png
new file mode 100644
index 0000000..00dd78e
--- /dev/null
+++ b/outputs/phase_transition_zoom_T10000_1024traj/gap_vs_redundancy_score.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d3b0d45fe3e271e6797275436a3aa3fdb552befb81ac15dd8f06fd95ecc4e6ba
+size 53104
diff --git a/outputs/phase_transition_zoom_T10000_1024traj/gap_vs_width.png b/outputs/phase_transition_zoom_T10000_1024traj/gap_vs_width.png
new file mode 100644
index 0000000..f590535
--- /dev/null
+++ b/outputs/phase_transition_zoom_T10000_1024traj/gap_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1316d65005198f548492d28e5970cfa540163b1e329e84c23ca8a5d087947208
+size 46358
diff --git a/outputs/phase_transition_zoom_T10000_1024traj/phase_transition_capacity_exhaustion.png b/outputs/phase_transition_zoom_T10000_1024traj/phase_transition_capacity_exhaustion.png
new file mode 100644
index 0000000..2510a19
--- /dev/null
+++ b/outputs/phase_transition_zoom_T10000_1024traj/phase_transition_capacity_exhaustion.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fdb139af50e9f419d7cef8c4920e830c372db333f892211422770a60331a4861
+size 422916
diff --git a/outputs/phase_transition_zoom_T10000_1024traj/phase_transition_gap_only.png b/outputs/phase_transition_zoom_T10000_1024traj/phase_transition_gap_only.png
new file mode 100644
index 0000000..039f9e8
--- /dev/null
+++ b/outputs/phase_transition_zoom_T10000_1024traj/phase_transition_gap_only.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:eda0c59c0871dee00465463070c22ff234957bc5b8c5d742be49980cc6e5c5ee
+size 79927
diff --git a/outputs/phase_transition_zoom_T10000_1024traj/runs.csv b/outputs/phase_transition_zoom_T10000_1024traj/runs.csv
new file mode 100644
index 0000000..8156ba9
--- /dev/null
+++ b/outputs/phase_transition_zoom_T10000_1024traj/runs.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b4458b1f3527bae84f85115088cda7ee7a185fb6788e42936688fd9d1324f1df
+size 213358
diff --git a/outputs/phase_transition_zoom_T10000_1024traj/runs.partial.csv b/outputs/phase_transition_zoom_T10000_1024traj/runs.partial.csv
new file mode 100644
index 0000000..8156ba9
--- /dev/null
+++ b/outputs/phase_transition_zoom_T10000_1024traj/runs.partial.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b4458b1f3527bae84f85115088cda7ee7a185fb6788e42936688fd9d1324f1df
+size 213358
diff --git a/outputs/phase_transition_zoom_T10000_1024traj/summary.json b/outputs/phase_transition_zoom_T10000_1024traj/summary.json
new file mode 100644
index 0000000..23ffb6f
--- /dev/null
+++ b/outputs/phase_transition_zoom_T10000_1024traj/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a02560aaa87d2227dd3afd4f4b809fc129ff2cbd6a65715d438b0bf9a0859f50
+size 7955
diff --git a/outputs/phase_transition_zoom_T10000_1024traj/train_gap_trajectory_distribution_vs_fa_margin.png b/outputs/phase_transition_zoom_T10000_1024traj/train_gap_trajectory_distribution_vs_fa_margin.png
new file mode 100644
index 0000000..2c7e530
--- /dev/null
+++ b/outputs/phase_transition_zoom_T10000_1024traj/train_gap_trajectory_distribution_vs_fa_margin.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bc34ee209298226c8d2348d84123c089fe13dfd92ac8fc1bed86543d23260b87
+size 94151
diff --git a/outputs/phase_transition_zoom_T10000_1024traj/train_gap_vs_fa_capacity_margin.png b/outputs/phase_transition_zoom_T10000_1024traj/train_gap_vs_fa_capacity_margin.png
new file mode 100644
index 0000000..045f9e7
--- /dev/null
+++ b/outputs/phase_transition_zoom_T10000_1024traj/train_gap_vs_fa_capacity_margin.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c80e0c1529e058faa1d261d8a48ad21b594b1bb98d4343ca71f61aad63a9267f
+size 54267
diff --git a/outputs/phase_transition_zoom_T10000_1024traj/train_gap_vs_width.png b/outputs/phase_transition_zoom_T10000_1024traj/train_gap_vs_width.png
new file mode 100644
index 0000000..046c6ea
--- /dev/null
+++ b/outputs/phase_transition_zoom_T10000_1024traj/train_gap_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b992cadc0e5207d05c249eb027a2a2ee3cc4db40a1b48e26afd7e2f68f0bb8d4
+size 56357
diff --git a/outputs/phase_transition_zoom_T10000_1024traj/train_mse_trajectory_distribution.png b/outputs/phase_transition_zoom_T10000_1024traj/train_mse_trajectory_distribution.png
new file mode 100644
index 0000000..57231ff
--- /dev/null
+++ b/outputs/phase_transition_zoom_T10000_1024traj/train_mse_trajectory_distribution.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:faf2d9b842d83df07be5956c691299252d35f0377038156186d548176a032a3d
+size 144439
diff --git a/outputs/phase_transition_zoom_T10000_1024traj/width_summary.csv b/outputs/phase_transition_zoom_T10000_1024traj/width_summary.csv
new file mode 100644
index 0000000..8a60c06
--- /dev/null
+++ b/outputs/phase_transition_zoom_T10000_1024traj/width_summary.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1774dddf0862bad1f113d24138e10e4a31caac97374164af26baa47fe579da1f
+size 2838
diff --git a/outputs/phase_transition_zoom_T10000_1024traj/width_summary.partial.csv b/outputs/phase_transition_zoom_T10000_1024traj/width_summary.partial.csv
new file mode 100644
index 0000000..8a60c06
--- /dev/null
+++ b/outputs/phase_transition_zoom_T10000_1024traj/width_summary.partial.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1774dddf0862bad1f113d24138e10e4a31caac97374164af26baa47fe579da1f
+size 2838
diff --git a/outputs/phase_transition_zoom_T30000_256traj/bp_fa_test_mse_vs_width.png b/outputs/phase_transition_zoom_T30000_256traj/bp_fa_test_mse_vs_width.png
new file mode 100644
index 0000000..62b67d2
--- /dev/null
+++ b/outputs/phase_transition_zoom_T30000_256traj/bp_fa_test_mse_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:298e79135534cdafdf5cd27ae12818da5c270298b45324ee0cb79e3ea36c9366
+size 66883
diff --git a/outputs/phase_transition_zoom_T30000_256traj/bp_fa_train_mse_vs_width.png b/outputs/phase_transition_zoom_T30000_256traj/bp_fa_train_mse_vs_width.png
new file mode 100644
index 0000000..d6105c9
--- /dev/null
+++ b/outputs/phase_transition_zoom_T30000_256traj/bp_fa_train_mse_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3cce32044069fc3f562d1f37787aba6faac7d07779ad146030e45acb00388962
+size 65258
diff --git a/outputs/phase_transition_zoom_T30000_256traj/capacity_terms_vs_width.png b/outputs/phase_transition_zoom_T30000_256traj/capacity_terms_vs_width.png
new file mode 100644
index 0000000..1e08166
--- /dev/null
+++ b/outputs/phase_transition_zoom_T30000_256traj/capacity_terms_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:530a9e04686592283220c79f22af512870885d7741a13b14256adb10cef54b28
+size 43554
diff --git a/outputs/phase_transition_zoom_T30000_256traj/gap_vs_redundancy_score.png b/outputs/phase_transition_zoom_T30000_256traj/gap_vs_redundancy_score.png
new file mode 100644
index 0000000..f39ee12
--- /dev/null
+++ b/outputs/phase_transition_zoom_T30000_256traj/gap_vs_redundancy_score.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:eb0b87f6019ab0dde1553ddd09696af7f254d21d746ae4f64853aec8f018c744
+size 47978
diff --git a/outputs/phase_transition_zoom_T30000_256traj/gap_vs_width.png b/outputs/phase_transition_zoom_T30000_256traj/gap_vs_width.png
new file mode 100644
index 0000000..9081d24
--- /dev/null
+++ b/outputs/phase_transition_zoom_T30000_256traj/gap_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d59118a9a7c4345b5bfbce1e6b4e2393059a21bf93b26a40c894c49fb7b83756
+size 35999
diff --git a/outputs/phase_transition_zoom_T30000_256traj/phase_transition_capacity_exhaustion.png b/outputs/phase_transition_zoom_T30000_256traj/phase_transition_capacity_exhaustion.png
new file mode 100644
index 0000000..badfd7d
--- /dev/null
+++ b/outputs/phase_transition_zoom_T30000_256traj/phase_transition_capacity_exhaustion.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a560cc5d3c1ce94a907de33b641cca120fc342c98652f611e0c78ecee048e0d1
+size 304834
diff --git a/outputs/phase_transition_zoom_T30000_256traj/phase_transition_gap_only.png b/outputs/phase_transition_zoom_T30000_256traj/phase_transition_gap_only.png
new file mode 100644
index 0000000..2a448ab
--- /dev/null
+++ b/outputs/phase_transition_zoom_T30000_256traj/phase_transition_gap_only.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:07eac111dd8aa2e703b78602696582774c0c58850dd6e92b57ec09048ad6588d
+size 81521
diff --git a/outputs/phase_transition_zoom_T30000_256traj/runs.csv b/outputs/phase_transition_zoom_T30000_256traj/runs.csv
new file mode 100644
index 0000000..7535fbc
--- /dev/null
+++ b/outputs/phase_transition_zoom_T30000_256traj/runs.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:490d29fcff1c9347c2b06e21013d3da4a2ab89063f0977c15d60923fd64dab63
+size 54642
diff --git a/outputs/phase_transition_zoom_T30000_256traj/runs.partial.csv b/outputs/phase_transition_zoom_T30000_256traj/runs.partial.csv
new file mode 100644
index 0000000..7535fbc
--- /dev/null
+++ b/outputs/phase_transition_zoom_T30000_256traj/runs.partial.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:490d29fcff1c9347c2b06e21013d3da4a2ab89063f0977c15d60923fd64dab63
+size 54642
diff --git a/outputs/phase_transition_zoom_T30000_256traj/summary.json b/outputs/phase_transition_zoom_T30000_256traj/summary.json
new file mode 100644
index 0000000..3377a5f
--- /dev/null
+++ b/outputs/phase_transition_zoom_T30000_256traj/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1be3196315512e386b8ddcee701c3f10a80ef749bde902bef85153d50b56db8c
+size 4371
diff --git a/outputs/phase_transition_zoom_T30000_256traj/train_gap_trajectory_distribution_vs_fa_margin.png b/outputs/phase_transition_zoom_T30000_256traj/train_gap_trajectory_distribution_vs_fa_margin.png
new file mode 100644
index 0000000..e950995
--- /dev/null
+++ b/outputs/phase_transition_zoom_T30000_256traj/train_gap_trajectory_distribution_vs_fa_margin.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d0dbdf0f5dd95b5d36dc2d44c17c6fa1cc27cdb11a6cb793b747ef9858babe82
+size 81847
diff --git a/outputs/phase_transition_zoom_T30000_256traj/train_gap_vs_fa_capacity_margin.png b/outputs/phase_transition_zoom_T30000_256traj/train_gap_vs_fa_capacity_margin.png
new file mode 100644
index 0000000..4fd5510
--- /dev/null
+++ b/outputs/phase_transition_zoom_T30000_256traj/train_gap_vs_fa_capacity_margin.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:67dcf56040ea7ff97da8f24371c138af7c79a62a2ba29fb523ec5d8055fc7166
+size 59820
diff --git a/outputs/phase_transition_zoom_T30000_256traj/train_gap_vs_width.png b/outputs/phase_transition_zoom_T30000_256traj/train_gap_vs_width.png
new file mode 100644
index 0000000..e5e6290
--- /dev/null
+++ b/outputs/phase_transition_zoom_T30000_256traj/train_gap_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a1383a6d16e2bd560b017da9fbda00b3599226c1062293b7efb400080e382480
+size 57520
diff --git a/outputs/phase_transition_zoom_T30000_256traj/train_mse_trajectory_distribution.png b/outputs/phase_transition_zoom_T30000_256traj/train_mse_trajectory_distribution.png
new file mode 100644
index 0000000..7579264
--- /dev/null
+++ b/outputs/phase_transition_zoom_T30000_256traj/train_mse_trajectory_distribution.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:35813e320bc53528086dfecfb593e4ce610b9c82505d969becc7e97c40067593
+size 105271
diff --git a/outputs/phase_transition_zoom_T30000_256traj/width_summary.csv b/outputs/phase_transition_zoom_T30000_256traj/width_summary.csv
new file mode 100644
index 0000000..ca93b1b
--- /dev/null
+++ b/outputs/phase_transition_zoom_T30000_256traj/width_summary.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:feb1b628c7a333e7b01623ce8ceb102e22901ef8d9c10ffbf3c7f52d26c181cb
+size 1591
diff --git a/outputs/phase_transition_zoom_T30000_256traj/width_summary.partial.csv b/outputs/phase_transition_zoom_T30000_256traj/width_summary.partial.csv
new file mode 100644
index 0000000..ca93b1b
--- /dev/null
+++ b/outputs/phase_transition_zoom_T30000_256traj/width_summary.partial.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:feb1b628c7a333e7b01623ce8ceb102e22901ef8d9c10ffbf3c7f52d26c181cb
+size 1591
diff --git a/outputs/phase_transition_zoom_comparison/trajectory_gap_clouds_T10000_vs_T30000.png b/outputs/phase_transition_zoom_comparison/trajectory_gap_clouds_T10000_vs_T30000.png
new file mode 100644
index 0000000..86db558
--- /dev/null
+++ b/outputs/phase_transition_zoom_comparison/trajectory_gap_clouds_T10000_vs_T30000.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:203764aa3a7ec3f03107e54902368f5fe76aaaa7e4623c7f84adfb5f3bdd27e4
+size 449939
diff --git a/outputs/phase_transition_zoom_comparison/trajectory_gap_quantiles_T10000_vs_T30000.png b/outputs/phase_transition_zoom_comparison/trajectory_gap_quantiles_T10000_vs_T30000.png
new file mode 100644
index 0000000..f2373c5
--- /dev/null
+++ b/outputs/phase_transition_zoom_comparison/trajectory_gap_quantiles_T10000_vs_T30000.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:214774b25367c414507a0f3933eaaf744fcbcd9e11599f48eebba9975bdf18c6
+size 112836
diff --git a/outputs/real_data_validation_mnist/e0_mnist_calibration.png b/outputs/real_data_validation_mnist/e0_mnist_calibration.png
new file mode 100644
index 0000000..85e86a6
--- /dev/null
+++ b/outputs/real_data_validation_mnist/e0_mnist_calibration.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1a6bef3d014e303003c2784c339ccef20b5b9f89dc304d18f0f053668ca1afca
+size 75718
diff --git a/outputs/real_data_validation_mnist/e0_mnist_rows.csv b/outputs/real_data_validation_mnist/e0_mnist_rows.csv
new file mode 100644
index 0000000..cb27783
--- /dev/null
+++ b/outputs/real_data_validation_mnist/e0_mnist_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3aa0df4f214dc6c61e4e9ce2e212b1b60b4f428b6c2853f9873f057d493c36ad
+size 1932
diff --git a/outputs/real_data_validation_mnist/estimator_mnist_metrics.csv b/outputs/real_data_validation_mnist/estimator_mnist_metrics.csv
new file mode 100644
index 0000000..4344e6c
--- /dev/null
+++ b/outputs/real_data_validation_mnist/estimator_mnist_metrics.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2917323ec6935c011df3cc0b47d6d2830cd91e83858035098c143c899d5691f6
+size 189
diff --git a/outputs/real_data_validation_mnist/estimator_mnist_rows.csv b/outputs/real_data_validation_mnist/estimator_mnist_rows.csv
new file mode 100644
index 0000000..d7303f2
--- /dev/null
+++ b/outputs/real_data_validation_mnist/estimator_mnist_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ed7356bd628e7cb89adee646d3842504168a8c509927a8f8c5d116d101f2efd7
+size 17609
diff --git a/outputs/real_data_validation_mnist/estimator_mnist_scatter.png b/outputs/real_data_validation_mnist/estimator_mnist_scatter.png
new file mode 100644
index 0000000..86a2e03
--- /dev/null
+++ b/outputs/real_data_validation_mnist/estimator_mnist_scatter.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:32573c48f0cad9687c74b7b333a26998c01eb139bd21ed1e1d41b3e701312c91
+size 119871
diff --git a/outputs/real_data_validation_mnist/summary.json b/outputs/real_data_validation_mnist/summary.json
new file mode 100644
index 0000000..15e3f42
--- /dev/null
+++ b/outputs/real_data_validation_mnist/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e45fdb9ea1cd370714000842106ff3d22689c12290028b41079352a06b0c886b
+size 784
diff --git a/outputs/soft_erosion_theory_vs_empirical/empirical_gap_summary.csv b/outputs/soft_erosion_theory_vs_empirical/empirical_gap_summary.csv
new file mode 100644
index 0000000..b25e687
--- /dev/null
+++ b/outputs/soft_erosion_theory_vs_empirical/empirical_gap_summary.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:89f4bc67d16429d1075ef66be23b34d8e5f18b2c628c37911484596dd802c644
+size 1622
diff --git a/outputs/soft_erosion_theory_vs_empirical/gap_distribution_theory_vs_empirical.png b/outputs/soft_erosion_theory_vs_empirical/gap_distribution_theory_vs_empirical.png
new file mode 100644
index 0000000..f52eeff
--- /dev/null
+++ b/outputs/soft_erosion_theory_vs_empirical/gap_distribution_theory_vs_empirical.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9c9d2471ffd0f773defcee7798ed5fa0722a740c409803325074e042ac8b25e3
+size 116635
diff --git a/outputs/soft_erosion_theory_vs_empirical/local_erosion_distribution_theory_vs_empirical.png b/outputs/soft_erosion_theory_vs_empirical/local_erosion_distribution_theory_vs_empirical.png
new file mode 100644
index 0000000..7494769
--- /dev/null
+++ b/outputs/soft_erosion_theory_vs_empirical/local_erosion_distribution_theory_vs_empirical.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2d09004f94a6f984e5eae587d96a6debe3fb7d22a21a76d013d7f3e332c029e7
+size 195465
diff --git a/outputs/soft_erosion_theory_vs_empirical/local_erosion_rows.csv b/outputs/soft_erosion_theory_vs_empirical/local_erosion_rows.csv
new file mode 100644
index 0000000..26bbb62
--- /dev/null
+++ b/outputs/soft_erosion_theory_vs_empirical/local_erosion_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0b16c44e627dc77130c24c6e330b059706b9ec84ca948bface031b7c931c1557
+size 20557
diff --git a/outputs/soft_erosion_theory_vs_empirical/local_operator_scalar_gap_summary.csv b/outputs/soft_erosion_theory_vs_empirical/local_operator_scalar_gap_summary.csv
new file mode 100644
index 0000000..80db7bc
--- /dev/null
+++ b/outputs/soft_erosion_theory_vs_empirical/local_operator_scalar_gap_summary.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:03bc0dd20d2cf6b12e9b028b0ab8cdd931322b7077ac9b982f87e46419f3a46e
+size 1635
diff --git a/outputs/soft_erosion_theory_vs_empirical/local_operator_scalar_gap_theory_vs_empirical.png b/outputs/soft_erosion_theory_vs_empirical/local_operator_scalar_gap_theory_vs_empirical.png
new file mode 100644
index 0000000..4ce835c
--- /dev/null
+++ b/outputs/soft_erosion_theory_vs_empirical/local_operator_scalar_gap_theory_vs_empirical.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6ccea59c9a84d44141ba7afa4dbcd24b430d73fe2dfda659ff12a5bbe5fcdc03
+size 132717
diff --git a/outputs/soft_erosion_theory_vs_empirical/theory_gap_summary.csv b/outputs/soft_erosion_theory_vs_empirical/theory_gap_summary.csv
new file mode 100644
index 0000000..f1e04c9
--- /dev/null
+++ b/outputs/soft_erosion_theory_vs_empirical/theory_gap_summary.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ed06a0d1da99c2d41250500c28aefe59f65efa8d1bd5125a5f036ac8cec9a919
+size 1577
diff --git a/outputs/static_alignment_beta/histogram_beta_overlay.png b/outputs/static_alignment_beta/histogram_beta_overlay.png
new file mode 100644
index 0000000..6e31f30
--- /dev/null
+++ b/outputs/static_alignment_beta/histogram_beta_overlay.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:613395ab108db7c9d29840e1590ab7f86d09358d2cf89470cd346bfa57d4d2cb
+size 42376
diff --git a/outputs/static_alignment_beta/qq_plot.png b/outputs/static_alignment_beta/qq_plot.png
new file mode 100644
index 0000000..4f5697c
--- /dev/null
+++ b/outputs/static_alignment_beta/qq_plot.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:601d231b6b4861bdf2d9ba239edaf2d5666bc903c6ecd55d3f02d230a4dc2207
+size 60005
diff --git a/outputs/static_alignment_beta/summary.json b/outputs/static_alignment_beta/summary.json
new file mode 100644
index 0000000..5465a54
--- /dev/null
+++ b/outputs/static_alignment_beta/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2f3b463b93240c4914e7acae8c5488bb1651a8d03b5f1269d11274d3cd6fcda2
+size 1555
diff --git a/outputs/stress_depth1_w64_T50_s20_N128/compressed_operator_rows.csv b/outputs/stress_depth1_w64_T50_s20_N128/compressed_operator_rows.csv
new file mode 100644
index 0000000..6971685
--- /dev/null
+++ b/outputs/stress_depth1_w64_T50_s20_N128/compressed_operator_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ba118d57a8380eb2d12b7f25640a22ebab2b97bb180a0e23cdcaf64074c05f79
+size 3797
diff --git a/outputs/stress_depth1_w64_T50_s20_N128/summary.json b/outputs/stress_depth1_w64_T50_s20_N128/summary.json
new file mode 100644
index 0000000..2a16cd0
--- /dev/null
+++ b/outputs/stress_depth1_w64_T50_s20_N128/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:56a68579754df6e873c3ccf6a6e2692e5c2a57450b5fee13a3955b9d0fd6bc0f
+size 9222
diff --git a/outputs/stress_depth1_w64_T50_s20_N192/compressed_operator_rows.csv b/outputs/stress_depth1_w64_T50_s20_N192/compressed_operator_rows.csv
new file mode 100644
index 0000000..68f1893
--- /dev/null
+++ b/outputs/stress_depth1_w64_T50_s20_N192/compressed_operator_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:735e38b9442b547cc5f1ec7c1259085e4257dccb4d5a1bb594fe755cee75777b
+size 3825
diff --git a/outputs/stress_depth1_w64_T50_s20_N192/summary.json b/outputs/stress_depth1_w64_T50_s20_N192/summary.json
new file mode 100644
index 0000000..904f71f
--- /dev/null
+++ b/outputs/stress_depth1_w64_T50_s20_N192/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:33db033471f85bcf995d4cd9079ca5848d4572cbb2e79612f4c5231a1a7d580b
+size 9250
diff --git a/outputs/stress_depth1_w64_T50_s20_N256/compressed_operator_rows.csv b/outputs/stress_depth1_w64_T50_s20_N256/compressed_operator_rows.csv
new file mode 100644
index 0000000..ac2ae99
--- /dev/null
+++ b/outputs/stress_depth1_w64_T50_s20_N256/compressed_operator_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cd0c1b13bb8721035ba2183f1334b6d53626de58f6768550d19311e4a21c5013
+size 3789
diff --git a/outputs/stress_depth1_w64_T50_s20_N256/summary.json b/outputs/stress_depth1_w64_T50_s20_N256/summary.json
new file mode 100644
index 0000000..dc5af5d
--- /dev/null
+++ b/outputs/stress_depth1_w64_T50_s20_N256/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b2c682d588d5804f26abc6e2a6197be8beabb1b1b32bc6e7c2936414b8977a3e
+size 9214
diff --git a/outputs/stress_depth1_w64_T50_s20_N320/compressed_operator_rows.csv b/outputs/stress_depth1_w64_T50_s20_N320/compressed_operator_rows.csv
new file mode 100644
index 0000000..1e805aa
--- /dev/null
+++ b/outputs/stress_depth1_w64_T50_s20_N320/compressed_operator_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:99f37e92790519f416192387e0bd07aae74a342504b11c047ad8c11a2ebd9d01
+size 3796
diff --git a/outputs/stress_depth1_w64_T50_s20_N320/summary.json b/outputs/stress_depth1_w64_T50_s20_N320/summary.json
new file mode 100644
index 0000000..0591505
--- /dev/null
+++ b/outputs/stress_depth1_w64_T50_s20_N320/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7681d45c002837dbbcb3ffabe1a8994021e502bf05996c02e238608294c89877
+size 9221
diff --git a/outputs/stress_depth1_w64_T50_s20_N64/compressed_operator_rows.csv b/outputs/stress_depth1_w64_T50_s20_N64/compressed_operator_rows.csv
new file mode 100644
index 0000000..5368822
--- /dev/null
+++ b/outputs/stress_depth1_w64_T50_s20_N64/compressed_operator_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:94e2bc4fd816c2cc6a817a611942fa476ce4f18601cef34da946951d5958ada5
+size 3803
diff --git a/outputs/stress_depth1_w64_T50_s20_N64/summary.json b/outputs/stress_depth1_w64_T50_s20_N64/summary.json
new file mode 100644
index 0000000..629f651
--- /dev/null
+++ b/outputs/stress_depth1_w64_T50_s20_N64/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:76e800f8ada78a3628c18669d10a022625a733d57cda9bd1f4f852fa95f08be6
+size 9226
diff --git a/outputs/stress_depth2_w32_T50_s20_N128/compressed_operator_rows.csv b/outputs/stress_depth2_w32_T50_s20_N128/compressed_operator_rows.csv
new file mode 100644
index 0000000..bffece8
--- /dev/null
+++ b/outputs/stress_depth2_w32_T50_s20_N128/compressed_operator_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0d3636f6af19d1503c5077ed978c49db9ba6bf70c4e0a54c7f92d53be7636fbd
+size 3711
diff --git a/outputs/stress_depth2_w32_T50_s20_N128/summary.json b/outputs/stress_depth2_w32_T50_s20_N128/summary.json
new file mode 100644
index 0000000..6496c0b
--- /dev/null
+++ b/outputs/stress_depth2_w32_T50_s20_N128/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:17cbf22d57f0f5617a8416974e96a9ecdc3174f16d53d66a0fdcf3e6d73c32a8
+size 9136
diff --git a/outputs/stress_depth2_w32_T50_s20_N160/compressed_operator_rows.csv b/outputs/stress_depth2_w32_T50_s20_N160/compressed_operator_rows.csv
new file mode 100644
index 0000000..7cb612d
--- /dev/null
+++ b/outputs/stress_depth2_w32_T50_s20_N160/compressed_operator_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:04c6cf1e6e27ff07eeedeceddf2def08ba474e15d51851f77db62fe2b7541d71
+size 3681
diff --git a/outputs/stress_depth2_w32_T50_s20_N160/summary.json b/outputs/stress_depth2_w32_T50_s20_N160/summary.json
new file mode 100644
index 0000000..5ecb2a6
--- /dev/null
+++ b/outputs/stress_depth2_w32_T50_s20_N160/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a5a0efae3cf8ca6e41a2f5ad65b6d6e06cc6b63a1b85b9684c0080d8f506ff03
+size 9106
diff --git a/outputs/stress_depth2_w32_T50_s20_N32/compressed_operator_rows.csv b/outputs/stress_depth2_w32_T50_s20_N32/compressed_operator_rows.csv
new file mode 100644
index 0000000..020954b
--- /dev/null
+++ b/outputs/stress_depth2_w32_T50_s20_N32/compressed_operator_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ebef05684761ca0ca2d02086d0d3e62c019b1daaa36c93bfc9dc6216f2216229
+size 3550
diff --git a/outputs/stress_depth2_w32_T50_s20_N32/summary.json b/outputs/stress_depth2_w32_T50_s20_N32/summary.json
new file mode 100644
index 0000000..dd24680
--- /dev/null
+++ b/outputs/stress_depth2_w32_T50_s20_N32/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:75a4a30bae229d7884d58657b1346f31a7c2cec7f3893d4ee8b1ab7ece34ee87
+size 8973
diff --git a/outputs/stress_depth2_w32_T50_s20_N64/compressed_operator_rows.csv b/outputs/stress_depth2_w32_T50_s20_N64/compressed_operator_rows.csv
new file mode 100644
index 0000000..deb2e15
--- /dev/null
+++ b/outputs/stress_depth2_w32_T50_s20_N64/compressed_operator_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c4fbcc3896d5fc2cdaf4fc7e3ec7e502977afe626881d95f1203234db2ced73c
+size 3685
diff --git a/outputs/stress_depth2_w32_T50_s20_N64/summary.json b/outputs/stress_depth2_w32_T50_s20_N64/summary.json
new file mode 100644
index 0000000..6f44634
--- /dev/null
+++ b/outputs/stress_depth2_w32_T50_s20_N64/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3f0c792d1de1b27c309ab1c2b8dd351b798ecae59a6bf14c9f1399d398181fb5
+size 9108
diff --git a/outputs/stress_depth2_w32_T50_s20_N96/compressed_operator_rows.csv b/outputs/stress_depth2_w32_T50_s20_N96/compressed_operator_rows.csv
new file mode 100644
index 0000000..c7f8ca8
--- /dev/null
+++ b/outputs/stress_depth2_w32_T50_s20_N96/compressed_operator_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:146f74b96e3a2752a56c0047b3607287e4ec7a4160822366cae52e0af370eb76
+size 3684
diff --git a/outputs/stress_depth2_w32_T50_s20_N96/summary.json b/outputs/stress_depth2_w32_T50_s20_N96/summary.json
new file mode 100644
index 0000000..818fd13
--- /dev/null
+++ b/outputs/stress_depth2_w32_T50_s20_N96/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7fbb90a02f95c7e8343e5421a23f6716bf740e2bfd23311541705f28ba6aef86
+size 9107
diff --git a/outputs/stress_depth2_w64_T100_s40_N128/compressed_operator_rows.csv b/outputs/stress_depth2_w64_T100_s40_N128/compressed_operator_rows.csv
new file mode 100644
index 0000000..b490a43
--- /dev/null
+++ b/outputs/stress_depth2_w64_T100_s40_N128/compressed_operator_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:53d1968828c9782747c7c5be6cde88dd4d71e926db98505e671330b919a890a4
+size 3671
diff --git a/outputs/stress_depth2_w64_T100_s40_N128/summary.json b/outputs/stress_depth2_w64_T100_s40_N128/summary.json
new file mode 100644
index 0000000..53438c7
--- /dev/null
+++ b/outputs/stress_depth2_w64_T100_s40_N128/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:58a9e38155008014d1565c7cb41c9bb7e57f3f75c2fe7494874d37188486af73
+size 9098
diff --git a/outputs/stress_depth2_w64_T100_s40_N192/compressed_operator_rows.csv b/outputs/stress_depth2_w64_T100_s40_N192/compressed_operator_rows.csv
new file mode 100644
index 0000000..89fcdfc
--- /dev/null
+++ b/outputs/stress_depth2_w64_T100_s40_N192/compressed_operator_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:380e9e5cc3a4ac09d6d6c5329447aea9f4a534c01b1a2dd075f99ecf6a95bb8e
+size 3710
diff --git a/outputs/stress_depth2_w64_T100_s40_N192/summary.json b/outputs/stress_depth2_w64_T100_s40_N192/summary.json
new file mode 100644
index 0000000..2186391
--- /dev/null
+++ b/outputs/stress_depth2_w64_T100_s40_N192/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f4b068f7b778ff67756a3cbdea1efce7037aec2608dbe78e12792a08eb980484
+size 9137
diff --git a/outputs/stress_depth2_w64_T100_s40_N256/compressed_operator_rows.csv b/outputs/stress_depth2_w64_T100_s40_N256/compressed_operator_rows.csv
new file mode 100644
index 0000000..5f6469c
--- /dev/null
+++ b/outputs/stress_depth2_w64_T100_s40_N256/compressed_operator_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a3a00d7b0b23bd16aaea31af5e376ca0a66e6748934b3216df242ef9524fa3af
+size 3705
diff --git a/outputs/stress_depth2_w64_T100_s40_N256/summary.json b/outputs/stress_depth2_w64_T100_s40_N256/summary.json
new file mode 100644
index 0000000..c76586c
--- /dev/null
+++ b/outputs/stress_depth2_w64_T100_s40_N256/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2850354f6aec4508a758ee62195ce1c810cb6883990387bdbb05dd5a4c072e41
+size 9132
diff --git a/outputs/stress_depth2_w64_T100_s40_N320/compressed_operator_rows.csv b/outputs/stress_depth2_w64_T100_s40_N320/compressed_operator_rows.csv
new file mode 100644
index 0000000..4a7ee27
--- /dev/null
+++ b/outputs/stress_depth2_w64_T100_s40_N320/compressed_operator_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:75eaf2ffad1e9026f386e35223afeac3395958fd89bebaffe763feb008b7f475
+size 3701
diff --git a/outputs/stress_depth2_w64_T100_s40_N320/summary.json b/outputs/stress_depth2_w64_T100_s40_N320/summary.json
new file mode 100644
index 0000000..bb46da6
--- /dev/null
+++ b/outputs/stress_depth2_w64_T100_s40_N320/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:00a2714dfe24d6bb91e4c835a250cc5deb7f3a7cc4d8e7a05fabd55e82bfcb16
+size 9128
diff --git a/outputs/stress_depth2_w64_T100_s40_N64/compressed_operator_rows.csv b/outputs/stress_depth2_w64_T100_s40_N64/compressed_operator_rows.csv
new file mode 100644
index 0000000..653fa3c
--- /dev/null
+++ b/outputs/stress_depth2_w64_T100_s40_N64/compressed_operator_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4123d13253f4d07599af25fa6cde94ac67f97d2ecb8fc32e09b895244e105bb2
+size 3636
diff --git a/outputs/stress_depth2_w64_T100_s40_N64/summary.json b/outputs/stress_depth2_w64_T100_s40_N64/summary.json
new file mode 100644
index 0000000..a9cbced
--- /dev/null
+++ b/outputs/stress_depth2_w64_T100_s40_N64/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:38b7fe6cbf5e39eb699f45ac4a29bdec1758f52548bad1b1eaf444fd285c66f0
+size 9061
diff --git a/outputs/stress_depth2_w64_T25_s10_N128/compressed_operator_rows.csv b/outputs/stress_depth2_w64_T25_s10_N128/compressed_operator_rows.csv
new file mode 100644
index 0000000..02ab059
--- /dev/null
+++ b/outputs/stress_depth2_w64_T25_s10_N128/compressed_operator_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e837157bd8cb0d83ba2abf58d6fb21411b2fe40351817fbe32a88fcaa85cbae2
+size 3617
diff --git a/outputs/stress_depth2_w64_T25_s10_N128/summary.json b/outputs/stress_depth2_w64_T25_s10_N128/summary.json
new file mode 100644
index 0000000..cc0023c
--- /dev/null
+++ b/outputs/stress_depth2_w64_T25_s10_N128/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2fb344926b26f787db573d3265d348b8c43497b1163de79d8ef1fddf44c4bcfc
+size 9042
diff --git a/outputs/stress_depth2_w64_T25_s10_N192/compressed_operator_rows.csv b/outputs/stress_depth2_w64_T25_s10_N192/compressed_operator_rows.csv
new file mode 100644
index 0000000..39fb3c0
--- /dev/null
+++ b/outputs/stress_depth2_w64_T25_s10_N192/compressed_operator_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c3bf40675b5589b31791d5e426fed13e0031d406d7151800ab2c6c55204ac940
+size 3671
diff --git a/outputs/stress_depth2_w64_T25_s10_N192/summary.json b/outputs/stress_depth2_w64_T25_s10_N192/summary.json
new file mode 100644
index 0000000..a27da83
--- /dev/null
+++ b/outputs/stress_depth2_w64_T25_s10_N192/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e25f483e6f55870cc32e9267a9544516cbbb39389e20b4bb1e7f00a37b26d0b2
+size 9096
diff --git a/outputs/stress_depth2_w64_T25_s10_N256/compressed_operator_rows.csv b/outputs/stress_depth2_w64_T25_s10_N256/compressed_operator_rows.csv
new file mode 100644
index 0000000..a85e63e
--- /dev/null
+++ b/outputs/stress_depth2_w64_T25_s10_N256/compressed_operator_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:18e9b9872eb047fd092262a4d9e241f77d77eb0514570b4b2755a73d0df30119
+size 3623
diff --git a/outputs/stress_depth2_w64_T25_s10_N256/summary.json b/outputs/stress_depth2_w64_T25_s10_N256/summary.json
new file mode 100644
index 0000000..5dd9c8b
--- /dev/null
+++ b/outputs/stress_depth2_w64_T25_s10_N256/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a2bf774fea215b712d2396e65c202096451c115abafb596f5be8fa8e70e79ece
+size 9048
diff --git a/outputs/stress_depth2_w64_T25_s10_N320/compressed_operator_rows.csv b/outputs/stress_depth2_w64_T25_s10_N320/compressed_operator_rows.csv
new file mode 100644
index 0000000..b046874
--- /dev/null
+++ b/outputs/stress_depth2_w64_T25_s10_N320/compressed_operator_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a2e5662b8a233a852ea1268bd1d9ae798080323f246578b432ed79fe5215dc13
+size 3621
diff --git a/outputs/stress_depth2_w64_T25_s10_N320/summary.json b/outputs/stress_depth2_w64_T25_s10_N320/summary.json
new file mode 100644
index 0000000..8309715
--- /dev/null
+++ b/outputs/stress_depth2_w64_T25_s10_N320/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:94bc04d8729aefbddf0f0d2e19ae935c2ff4b810ddd64df778e70fc799e39b52
+size 9046
diff --git a/outputs/stress_depth2_w64_T25_s10_N64/compressed_operator_rows.csv b/outputs/stress_depth2_w64_T25_s10_N64/compressed_operator_rows.csv
new file mode 100644
index 0000000..5c4a8d1
--- /dev/null
+++ b/outputs/stress_depth2_w64_T25_s10_N64/compressed_operator_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3c5d5d5d636ce6a0aa30750a847a4429bc2654a87369bcfcbd37f69ec5797dea
+size 3643
diff --git a/outputs/stress_depth2_w64_T25_s10_N64/summary.json b/outputs/stress_depth2_w64_T25_s10_N64/summary.json
new file mode 100644
index 0000000..ac69f67
--- /dev/null
+++ b/outputs/stress_depth2_w64_T25_s10_N64/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fe9c085fbb08fdf503705f8cb2e9943684d4449dcc4186d814fc1316b2877cd6
+size 9066
diff --git a/outputs/stress_depth2_w96_T50_s20_N128/compressed_operator_rows.csv b/outputs/stress_depth2_w96_T50_s20_N128/compressed_operator_rows.csv
new file mode 100644
index 0000000..2fdf7d4
--- /dev/null
+++ b/outputs/stress_depth2_w96_T50_s20_N128/compressed_operator_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:629efb7dfb1ebddec24c692297073056981170952fe493dec60d9230ede26e4a
+size 3593
diff --git a/outputs/stress_depth2_w96_T50_s20_N128/summary.json b/outputs/stress_depth2_w96_T50_s20_N128/summary.json
new file mode 100644
index 0000000..34ad4c0
--- /dev/null
+++ b/outputs/stress_depth2_w96_T50_s20_N128/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d5daebca9ffd2becc598ffed474840da2e8b3be4ed414d4b9ef2272181e66d5a
+size 9018
diff --git a/outputs/stress_depth2_w96_T50_s20_N192/compressed_operator_rows.csv b/outputs/stress_depth2_w96_T50_s20_N192/compressed_operator_rows.csv
new file mode 100644
index 0000000..67223d1
--- /dev/null
+++ b/outputs/stress_depth2_w96_T50_s20_N192/compressed_operator_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f6c8228426d768be74fb3e6912f23c0a11416a0c323d49b4896f67315f6f3157
+size 3535
diff --git a/outputs/stress_depth2_w96_T50_s20_N192/summary.json b/outputs/stress_depth2_w96_T50_s20_N192/summary.json
new file mode 100644
index 0000000..cdf0154
--- /dev/null
+++ b/outputs/stress_depth2_w96_T50_s20_N192/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:df776b30c786fa99d8cfb8bf784a027b0a7695366246e2895e6e13420fa733fe
+size 8960
diff --git a/outputs/stress_depth2_w96_T50_s20_N256/compressed_operator_rows.csv b/outputs/stress_depth2_w96_T50_s20_N256/compressed_operator_rows.csv
new file mode 100644
index 0000000..5f469b8
--- /dev/null
+++ b/outputs/stress_depth2_w96_T50_s20_N256/compressed_operator_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:12e25d97fb613be764a4fbb1b2b6feb3ea1d513d8afbd6375723ae05a06b664b
+size 3504
diff --git a/outputs/stress_depth2_w96_T50_s20_N256/summary.json b/outputs/stress_depth2_w96_T50_s20_N256/summary.json
new file mode 100644
index 0000000..f2fa52a
--- /dev/null
+++ b/outputs/stress_depth2_w96_T50_s20_N256/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:35876ae10cf19065c559315ecc95b74292f4c42f5eddc3f01f5f1384ec3568c7
+size 8929
diff --git a/outputs/stress_depth2_w96_T50_s20_N320/compressed_operator_rows.csv b/outputs/stress_depth2_w96_T50_s20_N320/compressed_operator_rows.csv
new file mode 100644
index 0000000..beeed8b
--- /dev/null
+++ b/outputs/stress_depth2_w96_T50_s20_N320/compressed_operator_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:333bbecfd1f5d2c809de45e360051c3393529b3e16eabb1c642589500fd816d1
+size 3581
diff --git a/outputs/stress_depth2_w96_T50_s20_N320/summary.json b/outputs/stress_depth2_w96_T50_s20_N320/summary.json
new file mode 100644
index 0000000..8eb601c
--- /dev/null
+++ b/outputs/stress_depth2_w96_T50_s20_N320/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5cfb21bc01c67788853b5e17693a2c72a2aee7233c7876626a66df2361b82765
+size 9006
diff --git a/outputs/stress_depth2_w96_T50_s20_N384/compressed_operator_rows.csv b/outputs/stress_depth2_w96_T50_s20_N384/compressed_operator_rows.csv
new file mode 100644
index 0000000..d156909
--- /dev/null
+++ b/outputs/stress_depth2_w96_T50_s20_N384/compressed_operator_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8dffe9b94da1cca9762f074de94138cb968b8fd403a51b3a11e73e0aa33b92ea
+size 3613
diff --git a/outputs/stress_depth2_w96_T50_s20_N384/summary.json b/outputs/stress_depth2_w96_T50_s20_N384/summary.json
new file mode 100644
index 0000000..5b4c1cd
--- /dev/null
+++ b/outputs/stress_depth2_w96_T50_s20_N384/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:60158e7beb4a9f2f9cb6a275dc7461b612ec750214a29f1a3046529d5b9dd8f3
+size 9038
diff --git a/outputs/stress_depth3_w64_T50_s20_N128/compressed_operator_rows.csv b/outputs/stress_depth3_w64_T50_s20_N128/compressed_operator_rows.csv
new file mode 100644
index 0000000..6250c7d
--- /dev/null
+++ b/outputs/stress_depth3_w64_T50_s20_N128/compressed_operator_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dae8929b559a09ac00389f167798f8649d195060fce56aac7335a348f5d1d088
+size 3695
diff --git a/outputs/stress_depth3_w64_T50_s20_N128/summary.json b/outputs/stress_depth3_w64_T50_s20_N128/summary.json
new file mode 100644
index 0000000..a1e859b
--- /dev/null
+++ b/outputs/stress_depth3_w64_T50_s20_N128/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1fb9fa2ee1f955e12a145f29349ad7f1f6d44b3807156a99da0fcd85a1f01e24
+size 9120
diff --git a/outputs/stress_depth3_w64_T50_s20_N192/compressed_operator_rows.csv b/outputs/stress_depth3_w64_T50_s20_N192/compressed_operator_rows.csv
new file mode 100644
index 0000000..5993c5d
--- /dev/null
+++ b/outputs/stress_depth3_w64_T50_s20_N192/compressed_operator_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ca8c34da91bf3bc8ffd5c33ba26fd97e831205175e577a6eb59e97539c1857f6
+size 3721
diff --git a/outputs/stress_depth3_w64_T50_s20_N192/summary.json b/outputs/stress_depth3_w64_T50_s20_N192/summary.json
new file mode 100644
index 0000000..4f52cb4
--- /dev/null
+++ b/outputs/stress_depth3_w64_T50_s20_N192/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e8ea9007456e8ff92725a283a5e4f33a1065c6c622a134928451fdbb367d5372
+size 9146
diff --git a/outputs/stress_depth3_w64_T50_s20_N256/compressed_operator_rows.csv b/outputs/stress_depth3_w64_T50_s20_N256/compressed_operator_rows.csv
new file mode 100644
index 0000000..fab4f45
--- /dev/null
+++ b/outputs/stress_depth3_w64_T50_s20_N256/compressed_operator_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c72af1cf8c770008f861bda2dff2daae84060941159ec51d2cc24700e85bffc6
+size 3682
diff --git a/outputs/stress_depth3_w64_T50_s20_N256/summary.json b/outputs/stress_depth3_w64_T50_s20_N256/summary.json
new file mode 100644
index 0000000..bf895ed
--- /dev/null
+++ b/outputs/stress_depth3_w64_T50_s20_N256/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c0434eab2872d490e6e581219a24c8b1874c7199d8ec4b9f4bfdcaaad0364ee6
+size 9107
diff --git a/outputs/stress_depth3_w64_T50_s20_N320/compressed_operator_rows.csv b/outputs/stress_depth3_w64_T50_s20_N320/compressed_operator_rows.csv
new file mode 100644
index 0000000..f1d18fd
--- /dev/null
+++ b/outputs/stress_depth3_w64_T50_s20_N320/compressed_operator_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b6660cddeba0b1c55ee05438723da53a9be4e4c7fb598a9fcb996b504f2b4fc1
+size 3691
diff --git a/outputs/stress_depth3_w64_T50_s20_N320/summary.json b/outputs/stress_depth3_w64_T50_s20_N320/summary.json
new file mode 100644
index 0000000..fe34eea
--- /dev/null
+++ b/outputs/stress_depth3_w64_T50_s20_N320/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9101afb41ea09c4e01d84a6be79565d613d798cd372978bea85d9dab8c5e76b1
+size 9116
diff --git a/outputs/stress_depth3_w64_T50_s20_N64/compressed_operator_rows.csv b/outputs/stress_depth3_w64_T50_s20_N64/compressed_operator_rows.csv
new file mode 100644
index 0000000..50b654d
--- /dev/null
+++ b/outputs/stress_depth3_w64_T50_s20_N64/compressed_operator_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:66900f12705062250e3c9aae2395b154215043fd8a602e0491d3517fb54ca3e2
+size 3694
diff --git a/outputs/stress_depth3_w64_T50_s20_N64/summary.json b/outputs/stress_depth3_w64_T50_s20_N64/summary.json
new file mode 100644
index 0000000..76e2d49
--- /dev/null
+++ b/outputs/stress_depth3_w64_T50_s20_N64/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:204bf3a31c2c8bd7132bc6658dba057f83742570d7448280d5cab9f7da565f87
+size 9117
diff --git a/outputs/stress_smoke_depth1/compressed_operator_rows.csv b/outputs/stress_smoke_depth1/compressed_operator_rows.csv
new file mode 100644
index 0000000..bd40036
--- /dev/null
+++ b/outputs/stress_smoke_depth1/compressed_operator_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:455db053b0baf87798482408fd8b0e42c5d8a8f014adccb83c559f796c4d7a11
+size 818
diff --git a/outputs/stress_smoke_depth1/summary.json b/outputs/stress_smoke_depth1/summary.json
new file mode 100644
index 0000000..6b97b20
--- /dev/null
+++ b/outputs/stress_smoke_depth1/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5d861efe144a35918d247c76bcdf96cda8ce30898b51b28e75aeb9b987be5a34
+size 1533
diff --git a/outputs/stress_smoke_depth3/compressed_operator_rows.csv b/outputs/stress_smoke_depth3/compressed_operator_rows.csv
new file mode 100644
index 0000000..892d515
--- /dev/null
+++ b/outputs/stress_smoke_depth3/compressed_operator_rows.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dd3f23086a4879963b82f39c5a152d04d91282b16be69c6d5fae18880bb3ea1a
+size 774
diff --git a/outputs/stress_smoke_depth3/summary.json b/outputs/stress_smoke_depth3/summary.json
new file mode 100644
index 0000000..f2bbf46
--- /dev/null
+++ b/outputs/stress_smoke_depth3/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2403210e98452cb1fa3fc2725385b83b55600db45c580f552c27a5afce6c08e2
+size 1489
diff --git a/outputs/teacher_test_gap_sgd_T8000/bp_fa_test_mse_vs_width.png b/outputs/teacher_test_gap_sgd_T8000/bp_fa_test_mse_vs_width.png
new file mode 100644
index 0000000..2a3b12e
--- /dev/null
+++ b/outputs/teacher_test_gap_sgd_T8000/bp_fa_test_mse_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2f426eee18c63b34b15818cf734b5557251a99ceb6cf96b0ca5c2fb171ddf17c
+size 73947
diff --git a/outputs/teacher_test_gap_sgd_T8000/bp_fa_train_mse_vs_width.png b/outputs/teacher_test_gap_sgd_T8000/bp_fa_train_mse_vs_width.png
new file mode 100644
index 0000000..e3ffc69
--- /dev/null
+++ b/outputs/teacher_test_gap_sgd_T8000/bp_fa_train_mse_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:11c80b76971952391884a67485eeb25e1c1d43e96d569eae46611e1584a396ae
+size 72577
diff --git a/outputs/teacher_test_gap_sgd_T8000/capacity_terms_vs_width.png b/outputs/teacher_test_gap_sgd_T8000/capacity_terms_vs_width.png
new file mode 100644
index 0000000..6f15d74
--- /dev/null
+++ b/outputs/teacher_test_gap_sgd_T8000/capacity_terms_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ac827a946d26ca03d338be5427321acdb99560bcd5c8f2bffbd469484f8a931f
+size 65164
diff --git a/outputs/teacher_test_gap_sgd_T8000/gap_vs_redundancy_score.png b/outputs/teacher_test_gap_sgd_T8000/gap_vs_redundancy_score.png
new file mode 100644
index 0000000..c7cc4c8
--- /dev/null
+++ b/outputs/teacher_test_gap_sgd_T8000/gap_vs_redundancy_score.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d457fc4ca4374295e933aa333e62fcdb8d44d7dbaafe6504412a06b8b1498ed6
+size 51919
diff --git a/outputs/teacher_test_gap_sgd_T8000/gap_vs_width.png b/outputs/teacher_test_gap_sgd_T8000/gap_vs_width.png
new file mode 100644
index 0000000..a0fe364
--- /dev/null
+++ b/outputs/teacher_test_gap_sgd_T8000/gap_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f3623db301979107902b10448144d01a9a09d455de0695b49b1e4e39c2b9a3b2
+size 49619
diff --git a/outputs/teacher_test_gap_sgd_T8000/runs.csv b/outputs/teacher_test_gap_sgd_T8000/runs.csv
new file mode 100644
index 0000000..eabd547
--- /dev/null
+++ b/outputs/teacher_test_gap_sgd_T8000/runs.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ee52de478b60433cdc0c9a89dcebab1da4d78d9e72cfe6d8d6649158a9a3fc75
+size 44408
diff --git a/outputs/teacher_test_gap_sgd_T8000/runs.partial.csv b/outputs/teacher_test_gap_sgd_T8000/runs.partial.csv
new file mode 100644
index 0000000..eabd547
--- /dev/null
+++ b/outputs/teacher_test_gap_sgd_T8000/runs.partial.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ee52de478b60433cdc0c9a89dcebab1da4d78d9e72cfe6d8d6649158a9a3fc75
+size 44408
diff --git a/outputs/teacher_test_gap_sgd_T8000/summary.json b/outputs/teacher_test_gap_sgd_T8000/summary.json
new file mode 100644
index 0000000..dcac2fd
--- /dev/null
+++ b/outputs/teacher_test_gap_sgd_T8000/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3dfa3bad4a1cd260ce2e7300d089dbc0702a539aaf528cbb692b80e8c2fdf99b
+size 7973
diff --git a/outputs/teacher_test_gap_sgd_T8000/teacher_train_vs_test_gap.png b/outputs/teacher_test_gap_sgd_T8000/teacher_train_vs_test_gap.png
new file mode 100644
index 0000000..ce1d828
--- /dev/null
+++ b/outputs/teacher_test_gap_sgd_T8000/teacher_train_vs_test_gap.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:184a0a388dd741c1c3f66914f139857842ee3c2545394acd11be7165af61c8cf
+size 122809
diff --git a/outputs/teacher_test_gap_sgd_T8000/train_gap_trajectory_distribution_vs_fa_margin.png b/outputs/teacher_test_gap_sgd_T8000/train_gap_trajectory_distribution_vs_fa_margin.png
new file mode 100644
index 0000000..1431701
--- /dev/null
+++ b/outputs/teacher_test_gap_sgd_T8000/train_gap_trajectory_distribution_vs_fa_margin.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dff8b30399bc024c2c994910269cb944e5588a7e7b77254967fb07f70f60d56a
+size 82428
diff --git a/outputs/teacher_test_gap_sgd_T8000/train_gap_vs_fa_capacity_margin.png b/outputs/teacher_test_gap_sgd_T8000/train_gap_vs_fa_capacity_margin.png
new file mode 100644
index 0000000..f73caf8
--- /dev/null
+++ b/outputs/teacher_test_gap_sgd_T8000/train_gap_vs_fa_capacity_margin.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6e9b78e36dfe9e004a52c7a12fe41e1e6da01648a7e50f9fa99aafb889b61de9
+size 58042
diff --git a/outputs/teacher_test_gap_sgd_T8000/train_gap_vs_width.png b/outputs/teacher_test_gap_sgd_T8000/train_gap_vs_width.png
new file mode 100644
index 0000000..b51904a
--- /dev/null
+++ b/outputs/teacher_test_gap_sgd_T8000/train_gap_vs_width.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:df396e26a2a5aef847a8dc909081a56a30544907b8acab0d1b691fc966052d40
+size 59808
diff --git a/outputs/teacher_test_gap_sgd_T8000/train_mse_trajectory_distribution.png b/outputs/teacher_test_gap_sgd_T8000/train_mse_trajectory_distribution.png
new file mode 100644
index 0000000..f0cc2bb
--- /dev/null
+++ b/outputs/teacher_test_gap_sgd_T8000/train_mse_trajectory_distribution.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1f949f1bc36eb2bb73af3edb4a5e43467db04c3fec0ba76cdb0ec6b1aa16dc56
+size 110403
diff --git a/outputs/teacher_test_gap_sgd_T8000/width_summary.csv b/outputs/teacher_test_gap_sgd_T8000/width_summary.csv
new file mode 100644
index 0000000..9e939d8
--- /dev/null
+++ b/outputs/teacher_test_gap_sgd_T8000/width_summary.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:286963940e7c25cbac2998813d816cbdfa13a2ee1dbcca49bd791b0d84bee984
+size 2874
diff --git a/outputs/teacher_test_gap_sgd_T8000/width_summary.partial.csv b/outputs/teacher_test_gap_sgd_T8000/width_summary.partial.csv
new file mode 100644
index 0000000..9e939d8
--- /dev/null
+++ b/outputs/teacher_test_gap_sgd_T8000/width_summary.partial.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:286963940e7c25cbac2998813d816cbdfa13a2ee1dbcca49bd791b0d84bee984
+size 2874
diff --git a/outputs/trajectory_ensemble/architecture_summary.csv b/outputs/trajectory_ensemble/architecture_summary.csv
new file mode 100644
index 0000000..94eede6
--- /dev/null
+++ b/outputs/trajectory_ensemble/architecture_summary.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:42b743966976e5577584cd7f4bf2987de28dfc3674ca4aa4e93c8a4eaa3ea90b
+size 1386
diff --git a/outputs/trajectory_ensemble/correlations.csv b/outputs/trajectory_ensemble/correlations.csv
new file mode 100644
index 0000000..7c26eee
--- /dev/null
+++ b/outputs/trajectory_ensemble/correlations.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7a92f7423fa27275443715122005d4f78ad907fa993c2006f695c29864b95b6a
+size 5530
diff --git a/outputs/trajectory_ensemble/gap_by_architecture.png b/outputs/trajectory_ensemble/gap_by_architecture.png
new file mode 100644
index 0000000..6f79c1b
--- /dev/null
+++ b/outputs/trajectory_ensemble/gap_by_architecture.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4b5ac56d2e6b8b202fd6cfb74daa11a2ea49e644df1c2d312a99e5948de6abcf
+size 42292
diff --git a/outputs/trajectory_ensemble/gap_vs_final_capacity.png b/outputs/trajectory_ensemble/gap_vs_final_capacity.png
new file mode 100644
index 0000000..02d307e
--- /dev/null
+++ b/outputs/trajectory_ensemble/gap_vs_final_capacity.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:740c75b8af7ce9f7597c5efa13b8ee26b792ff54a0f4d42f2213b7980212280c
+size 112276
diff --git a/outputs/trajectory_ensemble/gap_vs_final_hidden_cosine.png b/outputs/trajectory_ensemble/gap_vs_final_hidden_cosine.png
new file mode 100644
index 0000000..301d6f5
--- /dev/null
+++ b/outputs/trajectory_ensemble/gap_vs_final_hidden_cosine.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e674cde33b6130bc78fb8b9fab56931e517b2195d073e6af7f1ddf5de02f0ee8
+size 117349
diff --git a/outputs/trajectory_ensemble/gap_vs_final_q_mean.png b/outputs/trajectory_ensemble/gap_vs_final_q_mean.png
new file mode 100644
index 0000000..d04fa36
--- /dev/null
+++ b/outputs/trajectory_ensemble/gap_vs_final_q_mean.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fa5df9a10a4c1cf930d0db39aeb149f1fe268b430252c1562b2e9b26e24dce2c
+size 108152
diff --git a/outputs/trajectory_ensemble/run_summary.csv b/outputs/trajectory_ensemble/run_summary.csv
new file mode 100644
index 0000000..3210988
--- /dev/null
+++ b/outputs/trajectory_ensemble/run_summary.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:468665f1a51263c935e69769011d023234b7397380941efc007ddaf0b44fd745
+size 52603
diff --git a/outputs/trajectory_ensemble/summary.json b/outputs/trajectory_ensemble/summary.json
new file mode 100644
index 0000000..130fe32
--- /dev/null
+++ b/outputs/trajectory_ensemble/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:81ea04e42cb901174b0a8af04e784a8d35f824d0e09730c31291bc9000c0af70
+size 16045
diff --git a/outputs/trajectory_ensemble/trajectories.csv b/outputs/trajectory_ensemble/trajectories.csv
new file mode 100644
index 0000000..9866c96
--- /dev/null
+++ b/outputs/trajectory_ensemble/trajectories.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8219f2371d9ecd3308fd48b063adb98387f8ee7df24397d95b952a836758235a
+size 316672
diff --git a/outputs/trajectory_gap_distribution/gap_cdf_overlay.png b/outputs/trajectory_gap_distribution/gap_cdf_overlay.png
new file mode 100644
index 0000000..faebbb2
--- /dev/null
+++ b/outputs/trajectory_gap_distribution/gap_cdf_overlay.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:01d2fc5df520aa5a66508eda85c2c0adc98cb1e6f19a406e77605191c9ceb4ba
+size 58813
diff --git a/outputs/trajectory_gap_distribution/gap_distribution.csv b/outputs/trajectory_gap_distribution/gap_distribution.csv
new file mode 100644
index 0000000..2be9670
--- /dev/null
+++ b/outputs/trajectory_gap_distribution/gap_distribution.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0a9dbecfb66a220321678ca57a85569965d962b0ea0421306fc8176375158f66
+size 112006
diff --git a/outputs/trajectory_gap_distribution/gap_histogram_moment_matched.png b/outputs/trajectory_gap_distribution/gap_histogram_moment_matched.png
new file mode 100644
index 0000000..e1b3dec
--- /dev/null
+++ b/outputs/trajectory_gap_distribution/gap_histogram_moment_matched.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3d6ed2b4aa81c0aeba68fdbb62c0512130cc458dd56a9ae443c55f3f4d2dbb69
+size 44117
diff --git a/outputs/trajectory_gap_distribution/gap_histogram_overlay.png b/outputs/trajectory_gap_distribution/gap_histogram_overlay.png
new file mode 100644
index 0000000..883bdc7
--- /dev/null
+++ b/outputs/trajectory_gap_distribution/gap_histogram_overlay.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7e145bf35741cc640244c4224b69615e0a2664dec3f2526640d722fc4e61edc4
+size 41196
diff --git a/outputs/trajectory_gap_distribution/gap_qq_plot.png b/outputs/trajectory_gap_distribution/gap_qq_plot.png
new file mode 100644
index 0000000..f516ec4
--- /dev/null
+++ b/outputs/trajectory_gap_distribution/gap_qq_plot.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0b487875ae466992b794efc50524a6e7e47bb705f52933989d53617fd3397ae9
+size 66520
diff --git a/outputs/trajectory_gap_distribution/gap_standardized_qq_plot.png b/outputs/trajectory_gap_distribution/gap_standardized_qq_plot.png
new file mode 100644
index 0000000..c238447
--- /dev/null
+++ b/outputs/trajectory_gap_distribution/gap_standardized_qq_plot.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bc31991a7432d4020a4e7c62150c3ce0a1c0bf4263be743804cd31d0b9407bac
+size 69327
diff --git a/outputs/trajectory_gap_distribution/h16x16_1000/gap_cdf_overlay.png b/outputs/trajectory_gap_distribution/h16x16_1000/gap_cdf_overlay.png
new file mode 100644
index 0000000..21b2247
--- /dev/null
+++ b/outputs/trajectory_gap_distribution/h16x16_1000/gap_cdf_overlay.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0d5625a3178d7899fed4aeee8bef56ed7ff9390b119faa3836b2cc6d98a18542
+size 58862
diff --git a/outputs/trajectory_gap_distribution/h16x16_1000/gap_distribution.csv b/outputs/trajectory_gap_distribution/h16x16_1000/gap_distribution.csv
new file mode 100644
index 0000000..1f33bd0
--- /dev/null
+++ b/outputs/trajectory_gap_distribution/h16x16_1000/gap_distribution.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:116b480d06bee68ce09a110fa0e53c3297ec20b05568a5c56d237dcfb240bc3f
+size 223931
diff --git a/outputs/trajectory_gap_distribution/h16x16_1000/gap_histogram_moment_matched.png b/outputs/trajectory_gap_distribution/h16x16_1000/gap_histogram_moment_matched.png
new file mode 100644
index 0000000..6529c7f
--- /dev/null
+++ b/outputs/trajectory_gap_distribution/h16x16_1000/gap_histogram_moment_matched.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4b003a64d68148e776c03d390e79538d824d44d7178a77cbf55f32317a9fb182
+size 45023
diff --git a/outputs/trajectory_gap_distribution/h16x16_1000/gap_histogram_overlay.png b/outputs/trajectory_gap_distribution/h16x16_1000/gap_histogram_overlay.png
new file mode 100644
index 0000000..4c506ba
--- /dev/null
+++ b/outputs/trajectory_gap_distribution/h16x16_1000/gap_histogram_overlay.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f06a1a1e11c9ea03e1e70f99b560ba98aa25177fb97d5446c962d56ec1e71fc6
+size 41207
diff --git a/outputs/trajectory_gap_distribution/h16x16_1000/gap_qq_plot.png b/outputs/trajectory_gap_distribution/h16x16_1000/gap_qq_plot.png
new file mode 100644
index 0000000..285a89a
--- /dev/null
+++ b/outputs/trajectory_gap_distribution/h16x16_1000/gap_qq_plot.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:66b061c509154c866ee47639c3214255b56b15b359279ff116d258dce4355227
+size 62337
diff --git a/outputs/trajectory_gap_distribution/h16x16_1000/gap_standardized_qq_plot.png b/outputs/trajectory_gap_distribution/h16x16_1000/gap_standardized_qq_plot.png
new file mode 100644
index 0000000..0dce016
--- /dev/null
+++ b/outputs/trajectory_gap_distribution/h16x16_1000/gap_standardized_qq_plot.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:669184f780737042e9cf439def84a2df109978c05e6a49617f65cbfc54dd2fcb
+size 68412
diff --git a/outputs/trajectory_gap_distribution/h16x16_1000/paired_gap_scatter.png b/outputs/trajectory_gap_distribution/h16x16_1000/paired_gap_scatter.png
new file mode 100644
index 0000000..c0a2b66
--- /dev/null
+++ b/outputs/trajectory_gap_distribution/h16x16_1000/paired_gap_scatter.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f5e8c9eb4f5c1cf9623c0a2743657f002c9574377b5a1291984e91fdec8a4206
+size 122405
diff --git a/outputs/trajectory_gap_distribution/h16x16_1000/summary.csv b/outputs/trajectory_gap_distribution/h16x16_1000/summary.csv
new file mode 100644
index 0000000..9b5d0e0
--- /dev/null
+++ b/outputs/trajectory_gap_distribution/h16x16_1000/summary.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d0824e40efa2fc998d5eac55beb6bfbde329074157c395c7d9ca9b5a7d55bbfb
+size 808
diff --git a/outputs/trajectory_gap_distribution/h16x16_1000/summary.json b/outputs/trajectory_gap_distribution/h16x16_1000/summary.json
new file mode 100644
index 0000000..559213b
--- /dev/null
+++ b/outputs/trajectory_gap_distribution/h16x16_1000/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:41127b02c28fcfedf09c20eccb1e863c55054bc4cc2eda5b99314525c8edd927
+size 589165
diff --git a/outputs/trajectory_gap_distribution/h24x24_500/gap_cdf_overlay.png b/outputs/trajectory_gap_distribution/h24x24_500/gap_cdf_overlay.png
new file mode 100644
index 0000000..faebbb2
--- /dev/null
+++ b/outputs/trajectory_gap_distribution/h24x24_500/gap_cdf_overlay.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:01d2fc5df520aa5a66508eda85c2c0adc98cb1e6f19a406e77605191c9ceb4ba
+size 58813
diff --git a/outputs/trajectory_gap_distribution/h24x24_500/gap_distribution.csv b/outputs/trajectory_gap_distribution/h24x24_500/gap_distribution.csv
new file mode 100644
index 0000000..2be9670
--- /dev/null
+++ b/outputs/trajectory_gap_distribution/h24x24_500/gap_distribution.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0a9dbecfb66a220321678ca57a85569965d962b0ea0421306fc8176375158f66
+size 112006
diff --git a/outputs/trajectory_gap_distribution/h24x24_500/gap_histogram_moment_matched.png b/outputs/trajectory_gap_distribution/h24x24_500/gap_histogram_moment_matched.png
new file mode 100644
index 0000000..e1b3dec
--- /dev/null
+++ b/outputs/trajectory_gap_distribution/h24x24_500/gap_histogram_moment_matched.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3d6ed2b4aa81c0aeba68fdbb62c0512130cc458dd56a9ae443c55f3f4d2dbb69
+size 44117
diff --git a/outputs/trajectory_gap_distribution/h24x24_500/gap_histogram_overlay.png b/outputs/trajectory_gap_distribution/h24x24_500/gap_histogram_overlay.png
new file mode 100644
index 0000000..883bdc7
--- /dev/null
+++ b/outputs/trajectory_gap_distribution/h24x24_500/gap_histogram_overlay.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7e145bf35741cc640244c4224b69615e0a2664dec3f2526640d722fc4e61edc4
+size 41196
diff --git a/outputs/trajectory_gap_distribution/h24x24_500/gap_qq_plot.png b/outputs/trajectory_gap_distribution/h24x24_500/gap_qq_plot.png
new file mode 100644
index 0000000..f516ec4
--- /dev/null
+++ b/outputs/trajectory_gap_distribution/h24x24_500/gap_qq_plot.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0b487875ae466992b794efc50524a6e7e47bb705f52933989d53617fd3397ae9
+size 66520
diff --git a/outputs/trajectory_gap_distribution/h24x24_500/gap_standardized_qq_plot.png b/outputs/trajectory_gap_distribution/h24x24_500/gap_standardized_qq_plot.png
new file mode 100644
index 0000000..c238447
--- /dev/null
+++ b/outputs/trajectory_gap_distribution/h24x24_500/gap_standardized_qq_plot.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bc31991a7432d4020a4e7c62150c3ce0a1c0bf4263be743804cd31d0b9407bac
+size 69327
diff --git a/outputs/trajectory_gap_distribution/h24x24_500/paired_gap_scatter.png b/outputs/trajectory_gap_distribution/h24x24_500/paired_gap_scatter.png
new file mode 100644
index 0000000..e084342
--- /dev/null
+++ b/outputs/trajectory_gap_distribution/h24x24_500/paired_gap_scatter.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:278594188dc4bbb0f23508a8b4a33bf4e9522a6829529a8d95fc6be8cb1382c4
+size 103360
diff --git a/outputs/trajectory_gap_distribution/h24x24_500/summary.csv b/outputs/trajectory_gap_distribution/h24x24_500/summary.csv
new file mode 100644
index 0000000..23a4325
--- /dev/null
+++ b/outputs/trajectory_gap_distribution/h24x24_500/summary.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:08425394335f4f86bb9cd8da3cee6b194f82c80bb99770557113286f26a62177
+size 832
diff --git a/outputs/trajectory_gap_distribution/h24x24_500/summary.json b/outputs/trajectory_gap_distribution/h24x24_500/summary.json
new file mode 100644
index 0000000..fe88719
--- /dev/null
+++ b/outputs/trajectory_gap_distribution/h24x24_500/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4c2a804e95ac59e36fd7c85cf4b079ce094765c41d880b3d09b9e44629e0e6dc
+size 295262
diff --git a/outputs/trajectory_gap_distribution/paired_gap_scatter.png b/outputs/trajectory_gap_distribution/paired_gap_scatter.png
new file mode 100644
index 0000000..e084342
--- /dev/null
+++ b/outputs/trajectory_gap_distribution/paired_gap_scatter.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:278594188dc4bbb0f23508a8b4a33bf4e9522a6829529a8d95fc6be8cb1382c4
+size 103360
diff --git a/outputs/trajectory_gap_distribution/summary.csv b/outputs/trajectory_gap_distribution/summary.csv
new file mode 100644
index 0000000..23a4325
--- /dev/null
+++ b/outputs/trajectory_gap_distribution/summary.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:08425394335f4f86bb9cd8da3cee6b194f82c80bb99770557113286f26a62177
+size 832
diff --git a/outputs/trajectory_gap_distribution/summary.json b/outputs/trajectory_gap_distribution/summary.json
new file mode 100644
index 0000000..027df3d
--- /dev/null
+++ b/outputs/trajectory_gap_distribution/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:56f0bb3e59f0f7f52d9e4852d074ba613e325708ea6d6a8d20e2be73a4e7fd0c
+size 295251
diff --git a/outputs/trajectory_mlp_fa/gradient_cosine_curves.png b/outputs/trajectory_mlp_fa/gradient_cosine_curves.png
new file mode 100644
index 0000000..bbf2bb4
--- /dev/null
+++ b/outputs/trajectory_mlp_fa/gradient_cosine_curves.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e4c19a139b0523dab897bdf7ea80ab551cb3fec5dc2e0da7f54fc7384db6ca7d
+size 68135
diff --git a/outputs/trajectory_mlp_fa/hidden_gradient_cosine_curves.png b/outputs/trajectory_mlp_fa/hidden_gradient_cosine_curves.png
new file mode 100644
index 0000000..129319c
--- /dev/null
+++ b/outputs/trajectory_mlp_fa/hidden_gradient_cosine_curves.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1d8b2b27de2543d4ae0cefc1eb78623ce3094fc3921e330adcd01fa6f83becff
+size 74822
diff --git a/outputs/trajectory_mlp_fa/layer_metrics.csv b/outputs/trajectory_mlp_fa/layer_metrics.csv
new file mode 100644
index 0000000..9c65033
--- /dev/null
+++ b/outputs/trajectory_mlp_fa/layer_metrics.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9770129e4c13d1ad3dd194b08f5a6f87f4f6262f2f84687c4dafa33b2c69d4ba
+size 3673
diff --git a/outputs/trajectory_mlp_fa/loss_curves.png b/outputs/trajectory_mlp_fa/loss_curves.png
new file mode 100644
index 0000000..c4fe1ff
--- /dev/null
+++ b/outputs/trajectory_mlp_fa/loss_curves.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:541b5a20ff9bc39f0b9bc2901ce3b7d84b6bb6ebe578a1bd3bdc54d28956ddbb
+size 76578
diff --git a/outputs/trajectory_mlp_fa/q_alignment_curves.png b/outputs/trajectory_mlp_fa/q_alignment_curves.png
new file mode 100644
index 0000000..6e1e950
--- /dev/null
+++ b/outputs/trajectory_mlp_fa/q_alignment_curves.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:590001cb15ff7cabe8a271ab3747a3ac7f19357b76e842174328f9c92fb6c754
+size 58647
diff --git a/outputs/trajectory_mlp_fa/summary.csv b/outputs/trajectory_mlp_fa/summary.csv
new file mode 100644
index 0000000..43829fb
--- /dev/null
+++ b/outputs/trajectory_mlp_fa/summary.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dceb330f0cd4c1ad04e580fa2bf1f5676d35e757b174b25622806ece156d026c
+size 731
diff --git a/outputs/trajectory_mlp_fa/summary.json b/outputs/trajectory_mlp_fa/summary.json
new file mode 100644
index 0000000..8149cba
--- /dev/null
+++ b/outputs/trajectory_mlp_fa/summary.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6be8b1b23ba2b2a6f64777d0de84f511a53cb84161fd8967c85aa4476f41dee5
+size 2190
diff --git a/outputs/trajectory_mlp_fa/trajectories.csv b/outputs/trajectory_mlp_fa/trajectories.csv
new file mode 100644
index 0000000..fe58707
--- /dev/null
+++ b/outputs/trajectory_mlp_fa/trajectories.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:663013108f42c47c50cf6ff5f533cfde355d905f0b8544e8bd723ad0fc889a88
+size 4002