From 103a9413d025482f408d758fe6612e2c36cc265a Mon Sep 17 00:00:00 2001 From: haoyuren <13851610112@163.com> Date: Wed, 29 Jul 2026 00:15:44 +0800 Subject: Track legacy operator-study row data; extend generated tables Pulls the training-set-size series, snapshot-location sweep, stress grid, scalar-gain comparison, oracle diagnostic, and derivative-probe rows from the experiment machine, and adds three generated fragments (train size, snapshot location, stress grid) used by the appendix. Co-Authored-By: Claude Fable 5 --- .../summary.json | 457 +++++++++++++++++++++ 1 file changed, 457 insertions(+) create mode 100644 outputs/compressed_operator_T50_width64_N96/summary.json (limited to 'outputs/compressed_operator_T50_width64_N96/summary.json') 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..6c89b49 --- /dev/null +++ b/outputs/compressed_operator_T50_width64_N96/summary.json @@ -0,0 +1,457 @@ +{ + "config": { + "input_dim": 16, + "output_dim": 4, + "width": 64, + "train_samples": 96, + "test_samples": 512, + "target_steps": 50, + "early_steps": [ + 1, + 2, + 5 + ], + "lr": 0.001, + "init_seeds": 2, + "feedback_seeds": 4, + "data_seed": 123, + "feedback_scale": "relu", + "device": "cpu", + "torch_threads": 4, + "outdir": "outputs/compressed_operator_T50_width64_N96" + }, + "rows": [ + { + "init_seed": 10000, + "feedback_seed": 100000, + "target_steps": 50, + "early_steps": 1, + "empirical_bp_loss": 2.8183905457719685, + "empirical_fa_loss": 2.954747756337525, + "empirical_gap": 0.13635721056555639, + "fixed_bp_loss": 2.7898201865308176, + "fixed_fa_loss": 2.9611016424461205, + "fixed_gap": 0.17128145591530286, + "compressed_fa_loss": 2.9611016424461205, + "compressed_gap": 0.17128145591530286, + "alpha_s": 0.0, + "alpha_slope": 0.0, + "fixed_gap_error": 0.034924245349746474, + "compressed_gap_error": 0.034924245349746474 + }, + { + "init_seed": 10000, + "feedback_seed": 100000, + "target_steps": 50, + "early_steps": 2, + "empirical_bp_loss": 2.8183905457719685, + "empirical_fa_loss": 2.954747756337525, + "empirical_gap": 0.13635721056555639, + "fixed_bp_loss": 2.7898201865308176, + "fixed_fa_loss": 2.9611016424461205, + "fixed_gap": 0.17128145591530286, + "compressed_fa_loss": 2.9593082226499257, + "compressed_gap": 0.169488036119108, + "alpha_s": 0.0006475810202600268, + "alpha_slope": 0.0003237905101300134, + "fixed_gap_error": 0.034924245349746474, + "compressed_gap_error": 0.033130825553551624 + }, + { + "init_seed": 10000, + "feedback_seed": 100000, + "target_steps": 50, + "early_steps": 5, + "empirical_bp_loss": 2.8183905457719685, + "empirical_fa_loss": 2.954747756337525, + "empirical_gap": 0.13635721056555639, + "fixed_bp_loss": 2.7898201865308176, + "fixed_fa_loss": 2.9611016424461205, + "fixed_gap": 0.17128145591530286, + "compressed_fa_loss": 2.959793895801235, + "compressed_gap": 0.16997370927041722, + "alpha_s": 0.001179702803010873, + "alpha_slope": 0.0002359405606021746, + "fixed_gap_error": 0.034924245349746474, + "compressed_gap_error": 0.03361649870486083 + }, + { + "init_seed": 10000, + "feedback_seed": 100001, + "target_steps": 50, + "early_steps": 1, + "empirical_bp_loss": 2.8183905457719685, + "empirical_fa_loss": 2.9606415569048345, + "empirical_gap": 0.1422510111328661, + "fixed_bp_loss": 2.7898201865308176, + "fixed_fa_loss": 2.9774680728888328, + "fixed_gap": 0.1876478863580151, + "compressed_fa_loss": 2.9383572048983235, + "compressed_gap": 0.14853701836750588, + "alpha_s": 0.0073298863537567364, + "alpha_slope": 0.0073298863537567364, + "fixed_gap_error": 0.045396875225149014, + "compressed_gap_error": 0.00628600723463979 + }, + { + "init_seed": 10000, + "feedback_seed": 100001, + "target_steps": 50, + "early_steps": 2, + "empirical_bp_loss": 2.8183905457719685, + "empirical_fa_loss": 2.9606415569048345, + "empirical_gap": 0.1422510111328661, + "fixed_bp_loss": 2.7898201865308176, + "fixed_fa_loss": 2.9774680728888328, + "fixed_gap": 0.1876478863580151, + "compressed_fa_loss": 2.942440315092632, + "compressed_gap": 0.15262012856181428, + "alpha_s": 0.013070272142969866, + "alpha_slope": 0.006535136071484933, + "fixed_gap_error": 0.045396875225149014, + "compressed_gap_error": 0.010369117428948194 + }, + { + "init_seed": 10000, + "feedback_seed": 100001, + "target_steps": 50, + "early_steps": 5, + "empirical_bp_loss": 2.8183905457719685, + "empirical_fa_loss": 2.9606415569048345, + "empirical_gap": 0.1422510111328661, + "fixed_bp_loss": 2.7898201865308176, + "fixed_fa_loss": 2.9774680728888328, + "fixed_gap": 0.1876478863580151, + "compressed_fa_loss": 2.9425208814445702, + "compressed_gap": 0.1527006949137526, + "alpha_s": 0.032597628045013795, + "alpha_slope": 0.006519525609002759, + "fixed_gap_error": 0.045396875225149014, + "compressed_gap_error": 0.01044968378088651 + }, + { + "init_seed": 10000, + "feedback_seed": 100002, + "target_steps": 50, + "early_steps": 1, + "empirical_bp_loss": 2.8183905457719685, + "empirical_fa_loss": 2.9479882023330877, + "empirical_gap": 0.1295976565611192, + "fixed_bp_loss": 2.7898201865308176, + "fixed_fa_loss": 2.9345312967864317, + "fixed_gap": 0.144711110255614, + "compressed_fa_loss": 2.9345312967864317, + "compressed_gap": 0.144711110255614, + "alpha_s": 0.0, + "alpha_slope": 0.0, + "fixed_gap_error": 0.015113453694494794, + "compressed_gap_error": 0.015113453694494794 + }, + { + "init_seed": 10000, + "feedback_seed": 100002, + "target_steps": 50, + "early_steps": 2, + "empirical_bp_loss": 2.8183905457719685, + "empirical_fa_loss": 2.9479882023330877, + "empirical_gap": 0.1295976565611192, + "fixed_bp_loss": 2.7898201865308176, + "fixed_fa_loss": 2.9345312967864317, + "fixed_gap": 0.144711110255614, + "compressed_fa_loss": 2.9345312967864317, + "compressed_gap": 0.144711110255614, + "alpha_s": 0.0, + "alpha_slope": 0.0, + "fixed_gap_error": 0.015113453694494794, + "compressed_gap_error": 0.015113453694494794 + }, + { + "init_seed": 10000, + "feedback_seed": 100002, + "target_steps": 50, + "early_steps": 5, + "empirical_bp_loss": 2.8183905457719685, + "empirical_fa_loss": 2.9479882023330877, + "empirical_gap": 0.1295976565611192, + "fixed_bp_loss": 2.7898201865308176, + "fixed_fa_loss": 2.9345312967864317, + "fixed_gap": 0.144711110255614, + "compressed_fa_loss": 2.9345312967864317, + "compressed_gap": 0.144711110255614, + "alpha_s": 0.0, + "alpha_slope": 0.0, + "fixed_gap_error": 0.015113453694494794, + "compressed_gap_error": 0.015113453694494794 + }, + { + "init_seed": 10000, + "feedback_seed": 100003, + "target_steps": 50, + "early_steps": 1, + "empirical_bp_loss": 2.8183905457719685, + "empirical_fa_loss": 2.9429337528929644, + "empirical_gap": 0.12454320712099598, + "fixed_bp_loss": 2.7898201865308176, + "fixed_fa_loss": 2.9458884981856426, + "fixed_gap": 0.15606831165482493, + "compressed_fa_loss": 2.9458884981856426, + "compressed_gap": 0.15606831165482493, + "alpha_s": 0.0, + "alpha_slope": 0.0, + "fixed_gap_error": 0.03152510453382895, + "compressed_gap_error": 0.03152510453382895 + }, + { + "init_seed": 10000, + "feedback_seed": 100003, + "target_steps": 50, + "early_steps": 2, + "empirical_bp_loss": 2.8183905457719685, + "empirical_fa_loss": 2.9429337528929644, + "empirical_gap": 0.12454320712099598, + "fixed_bp_loss": 2.7898201865308176, + "fixed_fa_loss": 2.9458884981856426, + "fixed_gap": 0.15606831165482493, + "compressed_fa_loss": 2.9458884981856426, + "compressed_gap": 0.15606831165482493, + "alpha_s": 0.0, + "alpha_slope": 0.0, + "fixed_gap_error": 0.03152510453382895, + "compressed_gap_error": 0.03152510453382895 + }, + { + "init_seed": 10000, + "feedback_seed": 100003, + "target_steps": 50, + "early_steps": 5, + "empirical_bp_loss": 2.8183905457719685, + "empirical_fa_loss": 2.9429337528929644, + "empirical_gap": 0.12454320712099598, + "fixed_bp_loss": 2.7898201865308176, + "fixed_fa_loss": 2.9458884981856426, + "fixed_gap": 0.15606831165482493, + "compressed_fa_loss": 2.9458884981856426, + "compressed_gap": 0.15606831165482493, + "alpha_s": 0.0, + "alpha_slope": 0.0, + "fixed_gap_error": 0.03152510453382895, + "compressed_gap_error": 0.03152510453382895 + }, + { + "init_seed": 10001, + "feedback_seed": 101000, + "target_steps": 50, + "early_steps": 1, + "empirical_bp_loss": 2.841650389584301, + "empirical_fa_loss": 3.0418962264483014, + "empirical_gap": 0.20024583686400055, + "fixed_bp_loss": 2.8173385772258768, + "fixed_fa_loss": 3.0393713333477756, + "fixed_gap": 0.22203275612189888, + "compressed_fa_loss": 3.0393713333477756, + "compressed_gap": 0.22203275612189888, + "alpha_s": 0.0, + "alpha_slope": 0.0, + "fixed_gap_error": 0.02178691925789833, + "compressed_gap_error": 0.02178691925789833 + }, + { + "init_seed": 10001, + "feedback_seed": 101000, + "target_steps": 50, + "early_steps": 2, + "empirical_bp_loss": 2.841650389584301, + "empirical_fa_loss": 3.0418962264483014, + "empirical_gap": 0.20024583686400055, + "fixed_bp_loss": 2.8173385772258768, + "fixed_fa_loss": 3.0393713333477756, + "fixed_gap": 0.22203275612189888, + "compressed_fa_loss": 3.0393713333477756, + "compressed_gap": 0.22203275612189888, + "alpha_s": 0.0, + "alpha_slope": 0.0, + "fixed_gap_error": 0.02178691925789833, + "compressed_gap_error": 0.02178691925789833 + }, + { + "init_seed": 10001, + "feedback_seed": 101000, + "target_steps": 50, + "early_steps": 5, + "empirical_bp_loss": 2.841650389584301, + "empirical_fa_loss": 3.0418962264483014, + "empirical_gap": 0.20024583686400055, + "fixed_bp_loss": 2.8173385772258768, + "fixed_fa_loss": 3.0393713333477756, + "fixed_gap": 0.22203275612189888, + "compressed_fa_loss": 3.0393713333477756, + "compressed_gap": 0.22203275612189888, + "alpha_s": 0.0, + "alpha_slope": 0.0, + "fixed_gap_error": 0.02178691925789833, + "compressed_gap_error": 0.02178691925789833 + }, + { + "init_seed": 10001, + "feedback_seed": 101001, + "target_steps": 50, + "early_steps": 1, + "empirical_bp_loss": 2.841650389584301, + "empirical_fa_loss": 3.0308543957369345, + "empirical_gap": 0.18920400615263366, + "fixed_bp_loss": 2.8173385772258768, + "fixed_fa_loss": 3.0330265183335228, + "fixed_gap": 0.215687941107646, + "compressed_fa_loss": 3.0065039276709116, + "compressed_gap": 0.1891653504450348, + "alpha_s": 0.004219464192194265, + "alpha_slope": 0.004219464192194265, + "fixed_gap_error": 0.026483934955012334, + "compressed_gap_error": -3.865570759886694e-05 + }, + { + "init_seed": 10001, + "feedback_seed": 101001, + "target_steps": 50, + "early_steps": 2, + "empirical_bp_loss": 2.841650389584301, + "empirical_fa_loss": 3.0308543957369345, + "empirical_gap": 0.18920400615263366, + "fixed_bp_loss": 2.8173385772258768, + "fixed_fa_loss": 3.0330265183335228, + "fixed_gap": 0.215687941107646, + "compressed_fa_loss": 3.007482583953365, + "compressed_gap": 0.19014400672748843, + "alpha_s": 0.008120418922716598, + "alpha_slope": 0.004060209461358299, + "fixed_gap_error": 0.026483934955012334, + "compressed_gap_error": 0.0009400005748547713 + }, + { + "init_seed": 10001, + "feedback_seed": 101001, + "target_steps": 50, + "early_steps": 5, + "empirical_bp_loss": 2.841650389584301, + "empirical_fa_loss": 3.0308543957369345, + "empirical_gap": 0.18920400615263366, + "fixed_bp_loss": 2.8173385772258768, + "fixed_fa_loss": 3.0330265183335228, + "fixed_gap": 0.215687941107646, + "compressed_fa_loss": 3.0106116805193928, + "compressed_gap": 0.193273103293516, + "alpha_s": 0.017764363206010464, + "alpha_slope": 0.0035528726412020926, + "fixed_gap_error": 0.026483934955012334, + "compressed_gap_error": 0.004069097140882327 + }, + { + "init_seed": 10001, + "feedback_seed": 101002, + "target_steps": 50, + "early_steps": 1, + "empirical_bp_loss": 2.841650389584301, + "empirical_fa_loss": 3.040333459573503, + "empirical_gap": 0.19868306998920238, + "fixed_bp_loss": 2.8173385772258768, + "fixed_fa_loss": 3.042004211465296, + "fixed_gap": 0.2246656342394191, + "compressed_fa_loss": 3.042004211465296, + "compressed_gap": 0.2246656342394191, + "alpha_s": 0.0, + "alpha_slope": 0.0, + "fixed_gap_error": 0.025982564250216722, + "compressed_gap_error": 0.025982564250216722 + }, + { + "init_seed": 10001, + "feedback_seed": 101002, + "target_steps": 50, + "early_steps": 2, + "empirical_bp_loss": 2.841650389584301, + "empirical_fa_loss": 3.040333459573503, + "empirical_gap": 0.19868306998920238, + "fixed_bp_loss": 2.8173385772258768, + "fixed_fa_loss": 3.042004211465296, + "fixed_gap": 0.2246656342394191, + "compressed_fa_loss": 3.042004211465296, + "compressed_gap": 0.2246656342394191, + "alpha_s": 0.0, + "alpha_slope": 0.0, + "fixed_gap_error": 0.025982564250216722, + "compressed_gap_error": 0.025982564250216722 + }, + { + "init_seed": 10001, + "feedback_seed": 101002, + "target_steps": 50, + "early_steps": 5, + "empirical_bp_loss": 2.841650389584301, + "empirical_fa_loss": 3.040333459573503, + "empirical_gap": 0.19868306998920238, + "fixed_bp_loss": 2.8173385772258768, + "fixed_fa_loss": 3.042004211465296, + "fixed_gap": 0.2246656342394191, + "compressed_fa_loss": 3.042004211465296, + "compressed_gap": 0.2246656342394191, + "alpha_s": 0.0, + "alpha_slope": 0.0, + "fixed_gap_error": 0.025982564250216722, + "compressed_gap_error": 0.025982564250216722 + }, + { + "init_seed": 10001, + "feedback_seed": 101003, + "target_steps": 50, + "early_steps": 1, + "empirical_bp_loss": 2.841650389584301, + "empirical_fa_loss": 3.0235020299897006, + "empirical_gap": 0.1818516404053998, + "fixed_bp_loss": 2.8173385772258768, + "fixed_fa_loss": 3.016610158542599, + "fixed_gap": 0.1992715813167223, + "compressed_fa_loss": 3.016610158542599, + "compressed_gap": 0.1992715813167223, + "alpha_s": 0.0, + "alpha_slope": 0.0, + "fixed_gap_error": 0.017419940911322485, + "compressed_gap_error": 0.017419940911322485 + }, + { + "init_seed": 10001, + "feedback_seed": 101003, + "target_steps": 50, + "early_steps": 2, + "empirical_bp_loss": 2.841650389584301, + "empirical_fa_loss": 3.0235020299897006, + "empirical_gap": 0.1818516404053998, + "fixed_bp_loss": 2.8173385772258768, + "fixed_fa_loss": 3.016610158542599, + "fixed_gap": 0.1992715813167223, + "compressed_fa_loss": 3.016610158542599, + "compressed_gap": 0.1992715813167223, + "alpha_s": 0.0, + "alpha_slope": 0.0, + "fixed_gap_error": 0.017419940911322485, + "compressed_gap_error": 0.017419940911322485 + }, + { + "init_seed": 10001, + "feedback_seed": 101003, + "target_steps": 50, + "early_steps": 5, + "empirical_bp_loss": 2.841650389584301, + "empirical_fa_loss": 3.0235020299897006, + "empirical_gap": 0.1818516404053998, + "fixed_bp_loss": 2.8173385772258768, + "fixed_fa_loss": 3.016610158542599, + "fixed_gap": 0.1992715813167223, + "compressed_fa_loss": 3.016610158542599, + "compressed_gap": 0.1992715813167223, + "alpha_s": 0.0, + "alpha_slope": 0.0, + "fixed_gap_error": 0.017419940911322485, + "compressed_gap_error": 0.017419940911322485 + } + ] +} -- cgit v1.2.3