summaryrefslogtreecommitdiff
path: root/outputs/compressed_operator_T50_width64_N192/summary.json
diff options
context:
space:
mode:
Diffstat (limited to 'outputs/compressed_operator_T50_width64_N192/summary.json')
-rw-r--r--outputs/compressed_operator_T50_width64_N192/summary.json457
1 files changed, 457 insertions, 0 deletions
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..e7adc28
--- /dev/null
+++ b/outputs/compressed_operator_T50_width64_N192/summary.json
@@ -0,0 +1,457 @@
+{
+ "config": {
+ "input_dim": 16,
+ "output_dim": 4,
+ "width": 64,
+ "train_samples": 192,
+ "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_N192"
+ },
+ "rows": [
+ {
+ "init_seed": 10000,
+ "feedback_seed": 100000,
+ "target_steps": 50,
+ "early_steps": 1,
+ "empirical_bp_loss": 2.619308198504077,
+ "empirical_fa_loss": 2.7453357630883364,
+ "empirical_gap": 0.12602756458425945,
+ "fixed_bp_loss": 2.5988723885739176,
+ "fixed_fa_loss": 2.74830513165478,
+ "fixed_gap": 0.14943274308086263,
+ "compressed_fa_loss": 2.74830513165478,
+ "compressed_gap": 0.14943274308086263,
+ "alpha_s": 0.0,
+ "alpha_slope": 0.0,
+ "fixed_gap_error": 0.023405178496603174,
+ "compressed_gap_error": 0.023405178496603174
+ },
+ {
+ "init_seed": 10000,
+ "feedback_seed": 100000,
+ "target_steps": 50,
+ "early_steps": 2,
+ "empirical_bp_loss": 2.619308198504077,
+ "empirical_fa_loss": 2.7453357630883364,
+ "empirical_gap": 0.12602756458425945,
+ "fixed_bp_loss": 2.5988723885739176,
+ "fixed_fa_loss": 2.74830513165478,
+ "fixed_gap": 0.14943274308086263,
+ "compressed_fa_loss": 2.747350310759488,
+ "compressed_gap": 0.14847792218557032,
+ "alpha_s": 0.00038241551730536265,
+ "alpha_slope": 0.00019120775865268133,
+ "fixed_gap_error": 0.023405178496603174,
+ "compressed_gap_error": 0.022450357601310866
+ },
+ {
+ "init_seed": 10000,
+ "feedback_seed": 100000,
+ "target_steps": 50,
+ "early_steps": 5,
+ "empirical_bp_loss": 2.619308198504077,
+ "empirical_fa_loss": 2.7453357630883364,
+ "empirical_gap": 0.12602756458425945,
+ "fixed_bp_loss": 2.5988723885739176,
+ "fixed_fa_loss": 2.74830513165478,
+ "fixed_gap": 0.14943274308086263,
+ "compressed_fa_loss": 2.74830513165478,
+ "compressed_gap": 0.14943274308086263,
+ "alpha_s": 0.0,
+ "alpha_slope": 0.0,
+ "fixed_gap_error": 0.023405178496603174,
+ "compressed_gap_error": 0.023405178496603174
+ },
+ {
+ "init_seed": 10000,
+ "feedback_seed": 100001,
+ "target_steps": 50,
+ "early_steps": 1,
+ "empirical_bp_loss": 2.619308198504077,
+ "empirical_fa_loss": 2.7309895936177306,
+ "empirical_gap": 0.11168139511365371,
+ "fixed_bp_loss": 2.5988723885739176,
+ "fixed_fa_loss": 2.744415508645007,
+ "fixed_gap": 0.1455431200710895,
+ "compressed_fa_loss": 2.7158385172149124,
+ "compressed_gap": 0.11696612864099487,
+ "alpha_s": 0.006591751050038937,
+ "alpha_slope": 0.006591751050038937,
+ "fixed_gap_error": 0.03386172495743578,
+ "compressed_gap_error": 0.005284733527341157
+ },
+ {
+ "init_seed": 10000,
+ "feedback_seed": 100001,
+ "target_steps": 50,
+ "early_steps": 2,
+ "empirical_bp_loss": 2.619308198504077,
+ "empirical_fa_loss": 2.7309895936177306,
+ "empirical_gap": 0.11168139511365371,
+ "fixed_bp_loss": 2.5988723885739176,
+ "fixed_fa_loss": 2.744415508645007,
+ "fixed_gap": 0.1455431200710895,
+ "compressed_fa_loss": 2.719479538164311,
+ "compressed_gap": 0.12060714959039354,
+ "alpha_s": 0.011435316552877033,
+ "alpha_slope": 0.005717658276438517,
+ "fixed_gap_error": 0.03386172495743578,
+ "compressed_gap_error": 0.008925754476739822
+ },
+ {
+ "init_seed": 10000,
+ "feedback_seed": 100001,
+ "target_steps": 50,
+ "early_steps": 5,
+ "empirical_bp_loss": 2.619308198504077,
+ "empirical_fa_loss": 2.7309895936177306,
+ "empirical_gap": 0.11168139511365371,
+ "fixed_bp_loss": 2.5988723885739176,
+ "fixed_fa_loss": 2.744415508645007,
+ "fixed_gap": 0.1455431200710895,
+ "compressed_fa_loss": 2.721762290324753,
+ "compressed_gap": 0.12288990175083558,
+ "alpha_s": 0.02587463543419702,
+ "alpha_slope": 0.005174927086839404,
+ "fixed_gap_error": 0.03386172495743578,
+ "compressed_gap_error": 0.01120850663718187
+ },
+ {
+ "init_seed": 10000,
+ "feedback_seed": 100002,
+ "target_steps": 50,
+ "early_steps": 1,
+ "empirical_bp_loss": 2.619308198504077,
+ "empirical_fa_loss": 2.7187365058274935,
+ "empirical_gap": 0.09942830732341656,
+ "fixed_bp_loss": 2.5988723885739176,
+ "fixed_fa_loss": 2.709461977036985,
+ "fixed_gap": 0.11058958846306766,
+ "compressed_fa_loss": 2.709461977036985,
+ "compressed_gap": 0.11058958846306766,
+ "alpha_s": 0.0,
+ "alpha_slope": 0.0,
+ "fixed_gap_error": 0.011161281139651091,
+ "compressed_gap_error": 0.011161281139651091
+ },
+ {
+ "init_seed": 10000,
+ "feedback_seed": 100002,
+ "target_steps": 50,
+ "early_steps": 2,
+ "empirical_bp_loss": 2.619308198504077,
+ "empirical_fa_loss": 2.7187365058274935,
+ "empirical_gap": 0.09942830732341656,
+ "fixed_bp_loss": 2.5988723885739176,
+ "fixed_fa_loss": 2.709461977036985,
+ "fixed_gap": 0.11058958846306766,
+ "compressed_fa_loss": 2.709461977036985,
+ "compressed_gap": 0.11058958846306766,
+ "alpha_s": 0.0,
+ "alpha_slope": 0.0,
+ "fixed_gap_error": 0.011161281139651091,
+ "compressed_gap_error": 0.011161281139651091
+ },
+ {
+ "init_seed": 10000,
+ "feedback_seed": 100002,
+ "target_steps": 50,
+ "early_steps": 5,
+ "empirical_bp_loss": 2.619308198504077,
+ "empirical_fa_loss": 2.7187365058274935,
+ "empirical_gap": 0.09942830732341656,
+ "fixed_bp_loss": 2.5988723885739176,
+ "fixed_fa_loss": 2.709461977036985,
+ "fixed_gap": 0.11058958846306766,
+ "compressed_fa_loss": 2.709461977036985,
+ "compressed_gap": 0.11058958846306766,
+ "alpha_s": 0.0,
+ "alpha_slope": 0.0,
+ "fixed_gap_error": 0.011161281139651091,
+ "compressed_gap_error": 0.011161281139651091
+ },
+ {
+ "init_seed": 10000,
+ "feedback_seed": 100003,
+ "target_steps": 50,
+ "early_steps": 1,
+ "empirical_bp_loss": 2.619308198504077,
+ "empirical_fa_loss": 2.721579703896914,
+ "empirical_gap": 0.10227150539283691,
+ "fixed_bp_loss": 2.5988723885739176,
+ "fixed_fa_loss": 2.725690614451969,
+ "fixed_gap": 0.12681822587805147,
+ "compressed_fa_loss": 2.723798584150064,
+ "compressed_gap": 0.12492619557614626,
+ "alpha_s": 0.0005017974795443192,
+ "alpha_slope": 0.0005017974795443192,
+ "fixed_gap_error": 0.024546720485214557,
+ "compressed_gap_error": 0.022654690183309345
+ },
+ {
+ "init_seed": 10000,
+ "feedback_seed": 100003,
+ "target_steps": 50,
+ "early_steps": 2,
+ "empirical_bp_loss": 2.619308198504077,
+ "empirical_fa_loss": 2.721579703896914,
+ "empirical_gap": 0.10227150539283691,
+ "fixed_bp_loss": 2.5988723885739176,
+ "fixed_fa_loss": 2.725690614451969,
+ "fixed_gap": 0.12681822587805147,
+ "compressed_fa_loss": 2.724608242555781,
+ "compressed_gap": 0.1257358539818636,
+ "alpha_s": 0.0005733990804665023,
+ "alpha_slope": 0.00028669954023325116,
+ "fixed_gap_error": 0.024546720485214557,
+ "compressed_gap_error": 0.023464348589026685
+ },
+ {
+ "init_seed": 10000,
+ "feedback_seed": 100003,
+ "target_steps": 50,
+ "early_steps": 5,
+ "empirical_bp_loss": 2.619308198504077,
+ "empirical_fa_loss": 2.721579703896914,
+ "empirical_gap": 0.10227150539283691,
+ "fixed_bp_loss": 2.5988723885739176,
+ "fixed_fa_loss": 2.725690614451969,
+ "fixed_gap": 0.12681822587805147,
+ "compressed_fa_loss": 2.723906529550247,
+ "compressed_gap": 0.1250341409763296,
+ "alpha_s": 0.0023654435147234974,
+ "alpha_slope": 0.0004730887029446995,
+ "fixed_gap_error": 0.024546720485214557,
+ "compressed_gap_error": 0.022762635583492674
+ },
+ {
+ "init_seed": 10001,
+ "feedback_seed": 101000,
+ "target_steps": 50,
+ "early_steps": 1,
+ "empirical_bp_loss": 2.653980447434505,
+ "empirical_fa_loss": 2.7777624061651207,
+ "empirical_gap": 0.12378195873061593,
+ "fixed_bp_loss": 2.6380652556378448,
+ "fixed_fa_loss": 2.778521072145107,
+ "fixed_gap": 0.14045581650726202,
+ "compressed_fa_loss": 2.778521072145107,
+ "compressed_gap": 0.14045581650726202,
+ "alpha_s": 0.0,
+ "alpha_slope": 0.0,
+ "fixed_gap_error": 0.016673857776646095,
+ "compressed_gap_error": 0.016673857776646095
+ },
+ {
+ "init_seed": 10001,
+ "feedback_seed": 101000,
+ "target_steps": 50,
+ "early_steps": 2,
+ "empirical_bp_loss": 2.653980447434505,
+ "empirical_fa_loss": 2.7777624061651207,
+ "empirical_gap": 0.12378195873061593,
+ "fixed_bp_loss": 2.6380652556378448,
+ "fixed_fa_loss": 2.778521072145107,
+ "fixed_gap": 0.14045581650726202,
+ "compressed_fa_loss": 2.778521072145107,
+ "compressed_gap": 0.14045581650726202,
+ "alpha_s": 0.0,
+ "alpha_slope": 0.0,
+ "fixed_gap_error": 0.016673857776646095,
+ "compressed_gap_error": 0.016673857776646095
+ },
+ {
+ "init_seed": 10001,
+ "feedback_seed": 101000,
+ "target_steps": 50,
+ "early_steps": 5,
+ "empirical_bp_loss": 2.653980447434505,
+ "empirical_fa_loss": 2.7777624061651207,
+ "empirical_gap": 0.12378195873061593,
+ "fixed_bp_loss": 2.6380652556378448,
+ "fixed_fa_loss": 2.778521072145107,
+ "fixed_gap": 0.14045581650726202,
+ "compressed_fa_loss": 2.778521072145107,
+ "compressed_gap": 0.14045581650726202,
+ "alpha_s": 0.0,
+ "alpha_slope": 0.0,
+ "fixed_gap_error": 0.016673857776646095,
+ "compressed_gap_error": 0.016673857776646095
+ },
+ {
+ "init_seed": 10001,
+ "feedback_seed": 101001,
+ "target_steps": 50,
+ "early_steps": 1,
+ "empirical_bp_loss": 2.653980447434505,
+ "empirical_fa_loss": 2.770210414116305,
+ "empirical_gap": 0.11622996668180008,
+ "fixed_bp_loss": 2.6380652556378448,
+ "fixed_fa_loss": 2.777841377912813,
+ "fixed_gap": 0.13977612227496827,
+ "compressed_fa_loss": 2.760741662643697,
+ "compressed_gap": 0.12267640700585236,
+ "alpha_s": 0.004061212613107291,
+ "alpha_slope": 0.004061212613107291,
+ "fixed_gap_error": 0.023546155593168194,
+ "compressed_gap_error": 0.006446440324052283
+ },
+ {
+ "init_seed": 10001,
+ "feedback_seed": 101001,
+ "target_steps": 50,
+ "early_steps": 2,
+ "empirical_bp_loss": 2.653980447434505,
+ "empirical_fa_loss": 2.770210414116305,
+ "empirical_gap": 0.11622996668180008,
+ "fixed_bp_loss": 2.6380652556378448,
+ "fixed_fa_loss": 2.777841377912813,
+ "fixed_gap": 0.13977612227496827,
+ "compressed_fa_loss": 2.761942097134972,
+ "compressed_gap": 0.12387684149712719,
+ "alpha_s": 0.007536380478385039,
+ "alpha_slope": 0.0037681902391925193,
+ "fixed_gap_error": 0.023546155593168194,
+ "compressed_gap_error": 0.007646874815327109
+ },
+ {
+ "init_seed": 10001,
+ "feedback_seed": 101001,
+ "target_steps": 50,
+ "early_steps": 5,
+ "empirical_bp_loss": 2.653980447434505,
+ "empirical_fa_loss": 2.770210414116305,
+ "empirical_gap": 0.11622996668180008,
+ "fixed_bp_loss": 2.6380652556378448,
+ "fixed_fa_loss": 2.777841377912813,
+ "fixed_gap": 0.13977612227496827,
+ "compressed_fa_loss": 2.762758461572425,
+ "compressed_gap": 0.12469320593458022,
+ "alpha_s": 0.017848073325755606,
+ "alpha_slope": 0.0035696146651511213,
+ "fixed_gap_error": 0.023546155593168194,
+ "compressed_gap_error": 0.008463239252780141
+ },
+ {
+ "init_seed": 10001,
+ "feedback_seed": 101002,
+ "target_steps": 50,
+ "early_steps": 1,
+ "empirical_bp_loss": 2.653980447434505,
+ "empirical_fa_loss": 2.774574026801871,
+ "empirical_gap": 0.12059357936736603,
+ "fixed_bp_loss": 2.6380652556378448,
+ "fixed_fa_loss": 2.781840992512343,
+ "fixed_gap": 0.14377573687449807,
+ "compressed_fa_loss": 2.781840992512343,
+ "compressed_gap": 0.14377573687449807,
+ "alpha_s": 0.0,
+ "alpha_slope": 0.0,
+ "fixed_gap_error": 0.02318215750713204,
+ "compressed_gap_error": 0.02318215750713204
+ },
+ {
+ "init_seed": 10001,
+ "feedback_seed": 101002,
+ "target_steps": 50,
+ "early_steps": 2,
+ "empirical_bp_loss": 2.653980447434505,
+ "empirical_fa_loss": 2.774574026801871,
+ "empirical_gap": 0.12059357936736603,
+ "fixed_bp_loss": 2.6380652556378448,
+ "fixed_fa_loss": 2.781840992512343,
+ "fixed_gap": 0.14377573687449807,
+ "compressed_fa_loss": 2.781840992512343,
+ "compressed_gap": 0.14377573687449807,
+ "alpha_s": 0.0,
+ "alpha_slope": 0.0,
+ "fixed_gap_error": 0.02318215750713204,
+ "compressed_gap_error": 0.02318215750713204
+ },
+ {
+ "init_seed": 10001,
+ "feedback_seed": 101002,
+ "target_steps": 50,
+ "early_steps": 5,
+ "empirical_bp_loss": 2.653980447434505,
+ "empirical_fa_loss": 2.774574026801871,
+ "empirical_gap": 0.12059357936736603,
+ "fixed_bp_loss": 2.6380652556378448,
+ "fixed_fa_loss": 2.781840992512343,
+ "fixed_gap": 0.14377573687449807,
+ "compressed_fa_loss": 2.781840992512343,
+ "compressed_gap": 0.14377573687449807,
+ "alpha_s": 0.0,
+ "alpha_slope": 0.0,
+ "fixed_gap_error": 0.02318215750713204,
+ "compressed_gap_error": 0.02318215750713204
+ },
+ {
+ "init_seed": 10001,
+ "feedback_seed": 101003,
+ "target_steps": 50,
+ "early_steps": 1,
+ "empirical_bp_loss": 2.653980447434505,
+ "empirical_fa_loss": 2.7683747927037423,
+ "empirical_gap": 0.11439434526923753,
+ "fixed_bp_loss": 2.6380652556378448,
+ "fixed_fa_loss": 2.770321563201019,
+ "fixed_gap": 0.1322563075631744,
+ "compressed_fa_loss": 2.770321563201019,
+ "compressed_gap": 0.1322563075631744,
+ "alpha_s": 0.0,
+ "alpha_slope": 0.0,
+ "fixed_gap_error": 0.017861962293936884,
+ "compressed_gap_error": 0.017861962293936884
+ },
+ {
+ "init_seed": 10001,
+ "feedback_seed": 101003,
+ "target_steps": 50,
+ "early_steps": 2,
+ "empirical_bp_loss": 2.653980447434505,
+ "empirical_fa_loss": 2.7683747927037423,
+ "empirical_gap": 0.11439434526923753,
+ "fixed_bp_loss": 2.6380652556378448,
+ "fixed_fa_loss": 2.770321563201019,
+ "fixed_gap": 0.1322563075631744,
+ "compressed_fa_loss": 2.770321563201019,
+ "compressed_gap": 0.1322563075631744,
+ "alpha_s": 0.0,
+ "alpha_slope": 0.0,
+ "fixed_gap_error": 0.017861962293936884,
+ "compressed_gap_error": 0.017861962293936884
+ },
+ {
+ "init_seed": 10001,
+ "feedback_seed": 101003,
+ "target_steps": 50,
+ "early_steps": 5,
+ "empirical_bp_loss": 2.653980447434505,
+ "empirical_fa_loss": 2.7683747927037423,
+ "empirical_gap": 0.11439434526923753,
+ "fixed_bp_loss": 2.6380652556378448,
+ "fixed_fa_loss": 2.770321563201019,
+ "fixed_gap": 0.1322563075631744,
+ "compressed_fa_loss": 2.770321563201019,
+ "compressed_gap": 0.1322563075631744,
+ "alpha_s": 0.0,
+ "alpha_slope": 0.0,
+ "fixed_gap_error": 0.017861962293936884,
+ "compressed_gap_error": 0.017861962293936884
+ }
+ ]
+}