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 <noreply@anthropic.com>
---
 .../compressed_operator_rows.csv                   |  25 ++
 .../summary.json                                   | 457 +++++++++++++++++++++
 2 files changed, 482 insertions(+)
 create mode 100644 outputs/compressed_operator_T50_width64_N224/compressed_operator_rows.csv
 create mode 100644 outputs/compressed_operator_T50_width64_N224/summary.json

(limited to 'outputs/compressed_operator_T50_width64_N224')

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..c40c5c4
--- /dev/null
+++ b/outputs/compressed_operator_T50_width64_N224/compressed_operator_rows.csv
@@ -0,0 +1,25 @@
+init_seed,feedback_seed,target_steps,early_steps,empirical_bp_loss,empirical_fa_loss,empirical_gap,fixed_bp_loss,fixed_fa_loss,fixed_gap,compressed_fa_loss,compressed_gap,alpha_s,alpha_slope,fixed_gap_error,compressed_gap_error
+10000,100000,50,1,2.6526538583153183,2.7599533289420513,0.10729947062673295,2.629694004432585,2.756962953554878,0.1272689491222927,2.756962953554878,0.1272689491222927,0.0,0.0,0.019969478495559745,0.019969478495559745
+10000,100000,50,2,2.6526538583153183,2.7599533289420513,0.10729947062673295,2.629694004432585,2.756962953554878,0.1272689491222927,2.756962953554878,0.1272689491222927,0.0,0.0,0.019969478495559745,0.019969478495559745
+10000,100000,50,5,2.6526538583153183,2.7599533289420513,0.10729947062673295,2.629694004432585,2.756962953554878,0.1272689491222927,2.756962953554878,0.1272689491222927,0.0,0.0,0.019969478495559745,0.019969478495559745
+10000,100001,50,1,2.6526538583153183,2.7502928266889923,0.09763896837367403,2.629694004432585,2.76346229519116,0.13376829075857488,2.7372354591280206,0.10754145469543541,0.006632208544047822,0.006632208544047822,0.03612932238490085,0.009902486321761383
+10000,100001,50,2,2.6526538583153183,2.7502928266889923,0.09763896837367403,2.629694004432585,2.76346229519116,0.13376829075857488,2.7413589423824263,0.11166493794984111,0.011102330585058131,0.0055511652925290655,0.03612932238490085,0.014025969576167086
+10000,100001,50,5,2.6526538583153183,2.7502928266889923,0.09763896837367403,2.629694004432585,2.76346229519116,0.13376829075857488,2.74322629447676,0.11353229004417464,0.02533230570114322,0.005066461140228644,0.03612932238490085,0.015893321670500615
+10000,100002,50,1,2.6526538583153183,2.7398792137077725,0.08722535539245424,2.629694004432585,2.729246166694613,0.0995521622620279,2.729246166694613,0.0995521622620279,0.0,0.0,0.012326806869573659,0.012326806869573659
+10000,100002,50,2,2.6526538583153183,2.7398792137077725,0.08722535539245424,2.629694004432585,2.729246166694613,0.0995521622620279,2.729246166694613,0.0995521622620279,0.0,0.0,0.012326806869573659,0.012326806869573659
+10000,100002,50,5,2.6526538583153183,2.7398792137077725,0.08722535539245424,2.629694004432585,2.729246166694613,0.0995521622620279,2.729246166694613,0.0995521622620279,0.0,0.0,0.012326806869573659,0.012326806869573659
+10000,100003,50,1,2.6526538583153183,2.736048180645907,0.08339432233058863,2.629694004432585,2.742223842018859,0.112529837586274,2.7383423641873983,0.10864835975481313,0.0011330359330606486,0.0011330359330606486,0.029135515255685362,0.025254037424224496
+10000,100003,50,2,2.6526538583153183,2.736048180645907,0.08339432233058863,2.629694004432585,2.742223842018859,0.112529837586274,2.7395951782245502,0.10990117379196507,0.001531075345257287,0.0007655376726286435,0.029135515255685362,0.026506851461376435
+10000,100003,50,5,2.6526538583153183,2.736048180645907,0.08339432233058863,2.629694004432585,2.742223842018859,0.112529837586274,2.7389876125749972,0.10929360814241207,0.004717728402639097,0.0009435456805278193,0.029135515255685362,0.025899285811823436
+10001,101000,50,1,2.907181676289389,3.038149366819684,0.13096769053029522,2.885922405634162,3.041025167815324,0.15510276218116203,3.041025167815324,0.15510276218116203,0.0,0.0,0.024135071650866813,0.024135071650866813
+10001,101000,50,2,2.907181676289389,3.038149366819684,0.13096769053029522,2.885922405634162,3.041025167815324,0.15510276218116203,3.041025167815324,0.15510276218116203,0.0,0.0,0.024135071650866813,0.024135071650866813
+10001,101000,50,5,2.907181676289389,3.038149366819684,0.13096769053029522,2.885922405634162,3.041025167815324,0.15510276218116203,3.041025167815324,0.15510276218116203,0.0,0.0,0.024135071650866813,0.024135071650866813
+10001,101001,50,1,2.907181676289389,3.0181562571281124,0.11097458083872347,2.885922405634162,3.0223555746748056,0.1364331690406435,3.008193357023984,0.12227095138982191,0.0034525425712833195,0.0034525425712833195,0.02545858820192004,0.011296370551098445
+10001,101001,50,2,2.907181676289389,3.0181562571281124,0.11097458083872347,2.885922405634162,3.0223555746748056,0.1364331690406435,3.008450463870124,0.1225280582359618,0.006777054075219784,0.003388527037609892,0.02545858820192004,0.011553477397238332
+10001,101001,50,5,2.907181676289389,3.0181562571281124,0.11097458083872347,2.885922405634162,3.0223555746748056,0.1364331690406435,3.0091200506894507,0.12319764505528852,0.01611022705826203,0.0032220454116524055,0.02545858820192004,0.01222306421656505
+10001,101002,50,1,2.907181676289389,3.0346327332065814,0.1274510569171925,2.885922405634162,3.034693259894646,0.14877085426048398,3.034693259894646,0.14877085426048398,0.0,0.0,0.02131979734329148,0.02131979734329148
+10001,101002,50,2,2.907181676289389,3.0346327332065814,0.1274510569171925,2.885922405634162,3.034693259894646,0.14877085426048398,3.034693259894646,0.14877085426048398,0.0,0.0,0.02131979734329148,0.02131979734329148
+10001,101002,50,5,2.907181676289389,3.0346327332065814,0.1274510569171925,2.885922405634162,3.034693259894646,0.14877085426048398,3.034693259894646,0.14877085426048398,0.0,0.0,0.02131979734329148,0.02131979734329148
+10001,101003,50,1,2.907181676289389,3.011225185254111,0.10404350896472225,2.885922405634162,3.011970058076194,0.12604765244203175,3.0113053332490938,0.12538292761493164,0.00015741970796130712,0.00015741970796130712,0.0220041434773095,0.021339418650209385
+10001,101003,50,2,2.907181676289389,3.011225185254111,0.10404350896472225,2.885922405634162,3.011970058076194,0.12604765244203175,3.011970058076194,0.12604765244203175,0.0,0.0,0.0220041434773095,0.0220041434773095
+10001,101003,50,5,2.907181676289389,3.011225185254111,0.10404350896472225,2.885922405634162,3.011970058076194,0.12604765244203175,3.0115603248979985,0.12563791926383638,0.00048492844327480887,9.698568865496177e-05,0.0220041434773095,0.02159441029911413
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..5d1495d
--- /dev/null
+++ b/outputs/compressed_operator_T50_width64_N224/summary.json
@@ -0,0 +1,457 @@
+{
+  "config": {
+    "input_dim": 16,
+    "output_dim": 4,
+    "width": 64,
+    "train_samples": 224,
+    "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_N224"
+  },
+  "rows": [
+    {
+      "init_seed": 10000,
+      "feedback_seed": 100000,
+      "target_steps": 50,
+      "early_steps": 1,
+      "empirical_bp_loss": 2.6526538583153183,
+      "empirical_fa_loss": 2.7599533289420513,
+      "empirical_gap": 0.10729947062673295,
+      "fixed_bp_loss": 2.629694004432585,
+      "fixed_fa_loss": 2.756962953554878,
+      "fixed_gap": 0.1272689491222927,
+      "compressed_fa_loss": 2.756962953554878,
+      "compressed_gap": 0.1272689491222927,
+      "alpha_s": 0.0,
+      "alpha_slope": 0.0,
+      "fixed_gap_error": 0.019969478495559745,
+      "compressed_gap_error": 0.019969478495559745
+    },
+    {
+      "init_seed": 10000,
+      "feedback_seed": 100000,
+      "target_steps": 50,
+      "early_steps": 2,
+      "empirical_bp_loss": 2.6526538583153183,
+      "empirical_fa_loss": 2.7599533289420513,
+      "empirical_gap": 0.10729947062673295,
+      "fixed_bp_loss": 2.629694004432585,
+      "fixed_fa_loss": 2.756962953554878,
+      "fixed_gap": 0.1272689491222927,
+      "compressed_fa_loss": 2.756962953554878,
+      "compressed_gap": 0.1272689491222927,
+      "alpha_s": 0.0,
+      "alpha_slope": 0.0,
+      "fixed_gap_error": 0.019969478495559745,
+      "compressed_gap_error": 0.019969478495559745
+    },
+    {
+      "init_seed": 10000,
+      "feedback_seed": 100000,
+      "target_steps": 50,
+      "early_steps": 5,
+      "empirical_bp_loss": 2.6526538583153183,
+      "empirical_fa_loss": 2.7599533289420513,
+      "empirical_gap": 0.10729947062673295,
+      "fixed_bp_loss": 2.629694004432585,
+      "fixed_fa_loss": 2.756962953554878,
+      "fixed_gap": 0.1272689491222927,
+      "compressed_fa_loss": 2.756962953554878,
+      "compressed_gap": 0.1272689491222927,
+      "alpha_s": 0.0,
+      "alpha_slope": 0.0,
+      "fixed_gap_error": 0.019969478495559745,
+      "compressed_gap_error": 0.019969478495559745
+    },
+    {
+      "init_seed": 10000,
+      "feedback_seed": 100001,
+      "target_steps": 50,
+      "early_steps": 1,
+      "empirical_bp_loss": 2.6526538583153183,
+      "empirical_fa_loss": 2.7502928266889923,
+      "empirical_gap": 0.09763896837367403,
+      "fixed_bp_loss": 2.629694004432585,
+      "fixed_fa_loss": 2.76346229519116,
+      "fixed_gap": 0.13376829075857488,
+      "compressed_fa_loss": 2.7372354591280206,
+      "compressed_gap": 0.10754145469543541,
+      "alpha_s": 0.006632208544047822,
+      "alpha_slope": 0.006632208544047822,
+      "fixed_gap_error": 0.03612932238490085,
+      "compressed_gap_error": 0.009902486321761383
+    },
+    {
+      "init_seed": 10000,
+      "feedback_seed": 100001,
+      "target_steps": 50,
+      "early_steps": 2,
+      "empirical_bp_loss": 2.6526538583153183,
+      "empirical_fa_loss": 2.7502928266889923,
+      "empirical_gap": 0.09763896837367403,
+      "fixed_bp_loss": 2.629694004432585,
+      "fixed_fa_loss": 2.76346229519116,
+      "fixed_gap": 0.13376829075857488,
+      "compressed_fa_loss": 2.7413589423824263,
+      "compressed_gap": 0.11166493794984111,
+      "alpha_s": 0.011102330585058131,
+      "alpha_slope": 0.0055511652925290655,
+      "fixed_gap_error": 0.03612932238490085,
+      "compressed_gap_error": 0.014025969576167086
+    },
+    {
+      "init_seed": 10000,
+      "feedback_seed": 100001,
+      "target_steps": 50,
+      "early_steps": 5,
+      "empirical_bp_loss": 2.6526538583153183,
+      "empirical_fa_loss": 2.7502928266889923,
+      "empirical_gap": 0.09763896837367403,
+      "fixed_bp_loss": 2.629694004432585,
+      "fixed_fa_loss": 2.76346229519116,
+      "fixed_gap": 0.13376829075857488,
+      "compressed_fa_loss": 2.74322629447676,
+      "compressed_gap": 0.11353229004417464,
+      "alpha_s": 0.02533230570114322,
+      "alpha_slope": 0.005066461140228644,
+      "fixed_gap_error": 0.03612932238490085,
+      "compressed_gap_error": 0.015893321670500615
+    },
+    {
+      "init_seed": 10000,
+      "feedback_seed": 100002,
+      "target_steps": 50,
+      "early_steps": 1,
+      "empirical_bp_loss": 2.6526538583153183,
+      "empirical_fa_loss": 2.7398792137077725,
+      "empirical_gap": 0.08722535539245424,
+      "fixed_bp_loss": 2.629694004432585,
+      "fixed_fa_loss": 2.729246166694613,
+      "fixed_gap": 0.0995521622620279,
+      "compressed_fa_loss": 2.729246166694613,
+      "compressed_gap": 0.0995521622620279,
+      "alpha_s": 0.0,
+      "alpha_slope": 0.0,
+      "fixed_gap_error": 0.012326806869573659,
+      "compressed_gap_error": 0.012326806869573659
+    },
+    {
+      "init_seed": 10000,
+      "feedback_seed": 100002,
+      "target_steps": 50,
+      "early_steps": 2,
+      "empirical_bp_loss": 2.6526538583153183,
+      "empirical_fa_loss": 2.7398792137077725,
+      "empirical_gap": 0.08722535539245424,
+      "fixed_bp_loss": 2.629694004432585,
+      "fixed_fa_loss": 2.729246166694613,
+      "fixed_gap": 0.0995521622620279,
+      "compressed_fa_loss": 2.729246166694613,
+      "compressed_gap": 0.0995521622620279,
+      "alpha_s": 0.0,
+      "alpha_slope": 0.0,
+      "fixed_gap_error": 0.012326806869573659,
+      "compressed_gap_error": 0.012326806869573659
+    },
+    {
+      "init_seed": 10000,
+      "feedback_seed": 100002,
+      "target_steps": 50,
+      "early_steps": 5,
+      "empirical_bp_loss": 2.6526538583153183,
+      "empirical_fa_loss": 2.7398792137077725,
+      "empirical_gap": 0.08722535539245424,
+      "fixed_bp_loss": 2.629694004432585,
+      "fixed_fa_loss": 2.729246166694613,
+      "fixed_gap": 0.0995521622620279,
+      "compressed_fa_loss": 2.729246166694613,
+      "compressed_gap": 0.0995521622620279,
+      "alpha_s": 0.0,
+      "alpha_slope": 0.0,
+      "fixed_gap_error": 0.012326806869573659,
+      "compressed_gap_error": 0.012326806869573659
+    },
+    {
+      "init_seed": 10000,
+      "feedback_seed": 100003,
+      "target_steps": 50,
+      "early_steps": 1,
+      "empirical_bp_loss": 2.6526538583153183,
+      "empirical_fa_loss": 2.736048180645907,
+      "empirical_gap": 0.08339432233058863,
+      "fixed_bp_loss": 2.629694004432585,
+      "fixed_fa_loss": 2.742223842018859,
+      "fixed_gap": 0.112529837586274,
+      "compressed_fa_loss": 2.7383423641873983,
+      "compressed_gap": 0.10864835975481313,
+      "alpha_s": 0.0011330359330606486,
+      "alpha_slope": 0.0011330359330606486,
+      "fixed_gap_error": 0.029135515255685362,
+      "compressed_gap_error": 0.025254037424224496
+    },
+    {
+      "init_seed": 10000,
+      "feedback_seed": 100003,
+      "target_steps": 50,
+      "early_steps": 2,
+      "empirical_bp_loss": 2.6526538583153183,
+      "empirical_fa_loss": 2.736048180645907,
+      "empirical_gap": 0.08339432233058863,
+      "fixed_bp_loss": 2.629694004432585,
+      "fixed_fa_loss": 2.742223842018859,
+      "fixed_gap": 0.112529837586274,
+      "compressed_fa_loss": 2.7395951782245502,
+      "compressed_gap": 0.10990117379196507,
+      "alpha_s": 0.001531075345257287,
+      "alpha_slope": 0.0007655376726286435,
+      "fixed_gap_error": 0.029135515255685362,
+      "compressed_gap_error": 0.026506851461376435
+    },
+    {
+      "init_seed": 10000,
+      "feedback_seed": 100003,
+      "target_steps": 50,
+      "early_steps": 5,
+      "empirical_bp_loss": 2.6526538583153183,
+      "empirical_fa_loss": 2.736048180645907,
+      "empirical_gap": 0.08339432233058863,
+      "fixed_bp_loss": 2.629694004432585,
+      "fixed_fa_loss": 2.742223842018859,
+      "fixed_gap": 0.112529837586274,
+      "compressed_fa_loss": 2.7389876125749972,
+      "compressed_gap": 0.10929360814241207,
+      "alpha_s": 0.004717728402639097,
+      "alpha_slope": 0.0009435456805278193,
+      "fixed_gap_error": 0.029135515255685362,
+      "compressed_gap_error": 0.025899285811823436
+    },
+    {
+      "init_seed": 10001,
+      "feedback_seed": 101000,
+      "target_steps": 50,
+      "early_steps": 1,
+      "empirical_bp_loss": 2.907181676289389,
+      "empirical_fa_loss": 3.038149366819684,
+      "empirical_gap": 0.13096769053029522,
+      "fixed_bp_loss": 2.885922405634162,
+      "fixed_fa_loss": 3.041025167815324,
+      "fixed_gap": 0.15510276218116203,
+      "compressed_fa_loss": 3.041025167815324,
+      "compressed_gap": 0.15510276218116203,
+      "alpha_s": 0.0,
+      "alpha_slope": 0.0,
+      "fixed_gap_error": 0.024135071650866813,
+      "compressed_gap_error": 0.024135071650866813
+    },
+    {
+      "init_seed": 10001,
+      "feedback_seed": 101000,
+      "target_steps": 50,
+      "early_steps": 2,
+      "empirical_bp_loss": 2.907181676289389,
+      "empirical_fa_loss": 3.038149366819684,
+      "empirical_gap": 0.13096769053029522,
+      "fixed_bp_loss": 2.885922405634162,
+      "fixed_fa_loss": 3.041025167815324,
+      "fixed_gap": 0.15510276218116203,
+      "compressed_fa_loss": 3.041025167815324,
+      "compressed_gap": 0.15510276218116203,
+      "alpha_s": 0.0,
+      "alpha_slope": 0.0,
+      "fixed_gap_error": 0.024135071650866813,
+      "compressed_gap_error": 0.024135071650866813
+    },
+    {
+      "init_seed": 10001,
+      "feedback_seed": 101000,
+      "target_steps": 50,
+      "early_steps": 5,
+      "empirical_bp_loss": 2.907181676289389,
+      "empirical_fa_loss": 3.038149366819684,
+      "empirical_gap": 0.13096769053029522,
+      "fixed_bp_loss": 2.885922405634162,
+      "fixed_fa_loss": 3.041025167815324,
+      "fixed_gap": 0.15510276218116203,
+      "compressed_fa_loss": 3.041025167815324,
+      "compressed_gap": 0.15510276218116203,
+      "alpha_s": 0.0,
+      "alpha_slope": 0.0,
+      "fixed_gap_error": 0.024135071650866813,
+      "compressed_gap_error": 0.024135071650866813
+    },
+    {
+      "init_seed": 10001,
+      "feedback_seed": 101001,
+      "target_steps": 50,
+      "early_steps": 1,
+      "empirical_bp_loss": 2.907181676289389,
+      "empirical_fa_loss": 3.0181562571281124,
+      "empirical_gap": 0.11097458083872347,
+      "fixed_bp_loss": 2.885922405634162,
+      "fixed_fa_loss": 3.0223555746748056,
+      "fixed_gap": 0.1364331690406435,
+      "compressed_fa_loss": 3.008193357023984,
+      "compressed_gap": 0.12227095138982191,
+      "alpha_s": 0.0034525425712833195,
+      "alpha_slope": 0.0034525425712833195,
+      "fixed_gap_error": 0.02545858820192004,
+      "compressed_gap_error": 0.011296370551098445
+    },
+    {
+      "init_seed": 10001,
+      "feedback_seed": 101001,
+      "target_steps": 50,
+      "early_steps": 2,
+      "empirical_bp_loss": 2.907181676289389,
+      "empirical_fa_loss": 3.0181562571281124,
+      "empirical_gap": 0.11097458083872347,
+      "fixed_bp_loss": 2.885922405634162,
+      "fixed_fa_loss": 3.0223555746748056,
+      "fixed_gap": 0.1364331690406435,
+      "compressed_fa_loss": 3.008450463870124,
+      "compressed_gap": 0.1225280582359618,
+      "alpha_s": 0.006777054075219784,
+      "alpha_slope": 0.003388527037609892,
+      "fixed_gap_error": 0.02545858820192004,
+      "compressed_gap_error": 0.011553477397238332
+    },
+    {
+      "init_seed": 10001,
+      "feedback_seed": 101001,
+      "target_steps": 50,
+      "early_steps": 5,
+      "empirical_bp_loss": 2.907181676289389,
+      "empirical_fa_loss": 3.0181562571281124,
+      "empirical_gap": 0.11097458083872347,
+      "fixed_bp_loss": 2.885922405634162,
+      "fixed_fa_loss": 3.0223555746748056,
+      "fixed_gap": 0.1364331690406435,
+      "compressed_fa_loss": 3.0091200506894507,
+      "compressed_gap": 0.12319764505528852,
+      "alpha_s": 0.01611022705826203,
+      "alpha_slope": 0.0032220454116524055,
+      "fixed_gap_error": 0.02545858820192004,
+      "compressed_gap_error": 0.01222306421656505
+    },
+    {
+      "init_seed": 10001,
+      "feedback_seed": 101002,
+      "target_steps": 50,
+      "early_steps": 1,
+      "empirical_bp_loss": 2.907181676289389,
+      "empirical_fa_loss": 3.0346327332065814,
+      "empirical_gap": 0.1274510569171925,
+      "fixed_bp_loss": 2.885922405634162,
+      "fixed_fa_loss": 3.034693259894646,
+      "fixed_gap": 0.14877085426048398,
+      "compressed_fa_loss": 3.034693259894646,
+      "compressed_gap": 0.14877085426048398,
+      "alpha_s": 0.0,
+      "alpha_slope": 0.0,
+      "fixed_gap_error": 0.02131979734329148,
+      "compressed_gap_error": 0.02131979734329148
+    },
+    {
+      "init_seed": 10001,
+      "feedback_seed": 101002,
+      "target_steps": 50,
+      "early_steps": 2,
+      "empirical_bp_loss": 2.907181676289389,
+      "empirical_fa_loss": 3.0346327332065814,
+      "empirical_gap": 0.1274510569171925,
+      "fixed_bp_loss": 2.885922405634162,
+      "fixed_fa_loss": 3.034693259894646,
+      "fixed_gap": 0.14877085426048398,
+      "compressed_fa_loss": 3.034693259894646,
+      "compressed_gap": 0.14877085426048398,
+      "alpha_s": 0.0,
+      "alpha_slope": 0.0,
+      "fixed_gap_error": 0.02131979734329148,
+      "compressed_gap_error": 0.02131979734329148
+    },
+    {
+      "init_seed": 10001,
+      "feedback_seed": 101002,
+      "target_steps": 50,
+      "early_steps": 5,
+      "empirical_bp_loss": 2.907181676289389,
+      "empirical_fa_loss": 3.0346327332065814,
+      "empirical_gap": 0.1274510569171925,
+      "fixed_bp_loss": 2.885922405634162,
+      "fixed_fa_loss": 3.034693259894646,
+      "fixed_gap": 0.14877085426048398,
+      "compressed_fa_loss": 3.034693259894646,
+      "compressed_gap": 0.14877085426048398,
+      "alpha_s": 0.0,
+      "alpha_slope": 0.0,
+      "fixed_gap_error": 0.02131979734329148,
+      "compressed_gap_error": 0.02131979734329148
+    },
+    {
+      "init_seed": 10001,
+      "feedback_seed": 101003,
+      "target_steps": 50,
+      "early_steps": 1,
+      "empirical_bp_loss": 2.907181676289389,
+      "empirical_fa_loss": 3.011225185254111,
+      "empirical_gap": 0.10404350896472225,
+      "fixed_bp_loss": 2.885922405634162,
+      "fixed_fa_loss": 3.011970058076194,
+      "fixed_gap": 0.12604765244203175,
+      "compressed_fa_loss": 3.0113053332490938,
+      "compressed_gap": 0.12538292761493164,
+      "alpha_s": 0.00015741970796130712,
+      "alpha_slope": 0.00015741970796130712,
+      "fixed_gap_error": 0.0220041434773095,
+      "compressed_gap_error": 0.021339418650209385
+    },
+    {
+      "init_seed": 10001,
+      "feedback_seed": 101003,
+      "target_steps": 50,
+      "early_steps": 2,
+      "empirical_bp_loss": 2.907181676289389,
+      "empirical_fa_loss": 3.011225185254111,
+      "empirical_gap": 0.10404350896472225,
+      "fixed_bp_loss": 2.885922405634162,
+      "fixed_fa_loss": 3.011970058076194,
+      "fixed_gap": 0.12604765244203175,
+      "compressed_fa_loss": 3.011970058076194,
+      "compressed_gap": 0.12604765244203175,
+      "alpha_s": 0.0,
+      "alpha_slope": 0.0,
+      "fixed_gap_error": 0.0220041434773095,
+      "compressed_gap_error": 0.0220041434773095
+    },
+    {
+      "init_seed": 10001,
+      "feedback_seed": 101003,
+      "target_steps": 50,
+      "early_steps": 5,
+      "empirical_bp_loss": 2.907181676289389,
+      "empirical_fa_loss": 3.011225185254111,
+      "empirical_gap": 0.10404350896472225,
+      "fixed_bp_loss": 2.885922405634162,
+      "fixed_fa_loss": 3.011970058076194,
+      "fixed_gap": 0.12604765244203175,
+      "compressed_fa_loss": 3.0115603248979985,
+      "compressed_gap": 0.12563791926383638,
+      "alpha_s": 0.00048492844327480887,
+      "alpha_slope": 9.698568865496177e-05,
+      "fixed_gap_error": 0.0220041434773095,
+      "compressed_gap_error": 0.02159441029911413
+    }
+  ]
+}
-- 
cgit v1.2.3