Add files using upload-large-folder tool
Browse filesThis view is limited to 50 files because it contains too many changes. See raw diff
- case118_ieee/seed3/best_model_state_dict.pt +3 -0
- case118_ieee/seed42/best_model_state_dict.pt +3 -0
- case2000_goc/seed3/normalizer_stats.pt +3 -0
- case2000_goc/seed42/normalizer_stats.pt +3 -0
- case30_ieee/seed17/normalizer_stats.pt +3 -0
- case57_ieee/seed17/best_model_state_dict.pt +3 -0
- mlflow/train/case118_ieee/seed3/009a0cca94ae4957827a6765db1d1daf/artifacts/stats/case118_ieee_scenario_splits.json +0 -0
- mlflow/train/case118_ieee/seed3/009a0cca94ae4957827a6765db1d1daf/artifacts/stats/normalization_stats.txt +3 -0
- mlflow/train/case118_ieee/seed3/009a0cca94ae4957827a6765db1d1daf/artifacts/test/case118_ieee_RMSE.csv +4 -0
- mlflow/train/case118_ieee/seed3/009a0cca94ae4957827a6765db1d1daf/artifacts/test/case118_ieee_metrics.csv +10 -0
- mlflow/train/case118_ieee/seed3/009a0cca94ae4957827a6765db1d1daf/metrics/Learning Rate +843 -0
- mlflow/train/case118_ieee/seed3/009a0cca94ae4957827a6765db1d1daf/metrics/Validation Layered Weighted Physics Loss +200 -0
- mlflow/train/case118_ieee/seed3/009a0cca94ae4957827a6765db1d1daf/metrics/Validation Masked bus MSE loss +200 -0
- mlflow/train/case118_ieee/seed3/009a0cca94ae4957827a6765db1d1daf/metrics/Validation Qg Violation Penalty loss +200 -0
- mlflow/train/case118_ieee/seed3/009a0cca94ae4957827a6765db1d1daf/metrics/Validation layer_0_residual +200 -0
- mlflow/train/case118_ieee/seed3/009a0cca94ae4957827a6765db1d1daf/metrics/Validation layer_0_weight +200 -0
- mlflow/train/case118_ieee/seed3/009a0cca94ae4957827a6765db1d1daf/metrics/Validation layer_10_residual +200 -0
- mlflow/train/case118_ieee/seed3/009a0cca94ae4957827a6765db1d1daf/metrics/Validation layer_10_weight +200 -0
- mlflow/train/case118_ieee/seed3/009a0cca94ae4957827a6765db1d1daf/metrics/Validation layer_11_residual +200 -0
- mlflow/train/case118_ieee/seed3/009a0cca94ae4957827a6765db1d1daf/metrics/Validation layer_11_weight +200 -0
- mlflow/train/case118_ieee/seed3/009a0cca94ae4957827a6765db1d1daf/metrics/Validation layer_1_residual +200 -0
- mlflow/train/case118_ieee/seed3/009a0cca94ae4957827a6765db1d1daf/metrics/Validation layer_1_weight +200 -0
- mlflow/train/case118_ieee/seed3/009a0cca94ae4957827a6765db1d1daf/metrics/Validation layer_2_residual +200 -0
- mlflow/train/case118_ieee/seed3/009a0cca94ae4957827a6765db1d1daf/metrics/Validation layer_2_weight +200 -0
- mlflow/train/case118_ieee/seed3/009a0cca94ae4957827a6765db1d1daf/metrics/Validation layer_3_residual +200 -0
- mlflow/train/case118_ieee/seed3/009a0cca94ae4957827a6765db1d1daf/metrics/Validation layer_3_weight +200 -0
- mlflow/train/case118_ieee/seed3/009a0cca94ae4957827a6765db1d1daf/metrics/Validation layer_4_residual +200 -0
- mlflow/train/case118_ieee/seed3/009a0cca94ae4957827a6765db1d1daf/metrics/Validation layer_5_residual +200 -0
- mlflow/train/case118_ieee/seed3/009a0cca94ae4957827a6765db1d1daf/metrics/Validation layer_5_weight +200 -0
- mlflow/train/case118_ieee/seed3/009a0cca94ae4957827a6765db1d1daf/metrics/Validation layer_7_residual +200 -0
- mlflow/train/case118_ieee/seed3/009a0cca94ae4957827a6765db1d1daf/metrics/Validation layer_7_weight +200 -0
- mlflow/train/case118_ieee/seed3/009a0cca94ae4957827a6765db1d1daf/metrics/Validation layer_8_residual +200 -0
- mlflow/train/case118_ieee/seed3/009a0cca94ae4957827a6765db1d1daf/metrics/Validation layer_8_weight +200 -0
- mlflow/train/case118_ieee/seed3/009a0cca94ae4957827a6765db1d1daf/metrics/Validation layer_9_weight +200 -0
- mlflow/train/case118_ieee/seed3/009a0cca94ae4957827a6765db1d1daf/metrics/Validation loss +200 -0
- mlflow/train/case118_ieee/seed3/009a0cca94ae4957827a6765db1d1daf/metrics/epoch +1043 -0
- mlflow/train/case118_ieee/seed3/009a0cca94ae4957827a6765db1d1daf/tags/mlflow.runName +1 -0
- mlflow/train/case118_ieee/seed3/009a0cca94ae4957827a6765db1d1daf/tags/mlflow.source.name +1 -0
- mlflow/train/case118_ieee/seed3/009a0cca94ae4957827a6765db1d1daf/tags/mlflow.source.type +1 -0
- mlflow/train/case118_ieee/seed3/009a0cca94ae4957827a6765db1d1daf/tags/mlflow.user +1 -0
- mlflow/train/case118_ieee/seed42/a63e1d89f30c4592be5ab93d69ed025e/artifacts/stats/case118_ieee_scenario_splits.json +0 -0
- mlflow/train/case118_ieee/seed42/a63e1d89f30c4592be5ab93d69ed025e/artifacts/stats/normalization_stats.txt +3 -0
- mlflow/train/case118_ieee/seed42/a63e1d89f30c4592be5ab93d69ed025e/artifacts/test/case118_ieee_RMSE.csv +4 -0
- mlflow/train/case118_ieee/seed42/a63e1d89f30c4592be5ab93d69ed025e/artifacts/test/case118_ieee_metrics.csv +10 -0
- mlflow/train/case118_ieee/seed42/a63e1d89f30c4592be5ab93d69ed025e/meta.yaml +14 -0
- mlflow/train/case118_ieee/seed42/a63e1d89f30c4592be5ab93d69ed025e/metrics/Learning Rate +843 -0
- mlflow/train/case118_ieee/seed42/a63e1d89f30c4592be5ab93d69ed025e/metrics/Training Loss +843 -0
- mlflow/train/case118_ieee/seed42/a63e1d89f30c4592be5ab93d69ed025e/metrics/Validation Layered Weighted Physics Loss +200 -0
- mlflow/train/case118_ieee/seed42/a63e1d89f30c4592be5ab93d69ed025e/metrics/Validation Masked bus MSE loss +200 -0
- mlflow/train/case118_ieee/seed42/a63e1d89f30c4592be5ab93d69ed025e/metrics/Validation Masked generator MSE loss +200 -0
case118_ieee/seed3/best_model_state_dict.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:f0dafc8047487a99601716d4ca1e4e626ffa53cebe8f403064f8575d84a7eea9
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size 80451091
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case118_ieee/seed42/best_model_state_dict.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:5c97f6896abc1339180244992c3160cd085fbca783008219c27a6e80cf98e4ea
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size 80451091
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case2000_goc/seed3/normalizer_stats.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:90687159ded0cf82385f6fe2a7cc5c3b4a22847b716d593f1ab8659efbb8a1f3
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size 2162
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case2000_goc/seed42/normalizer_stats.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:90687159ded0cf82385f6fe2a7cc5c3b4a22847b716d593f1ab8659efbb8a1f3
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size 2162
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case30_ieee/seed17/normalizer_stats.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:ccd25a87041405f8f9576fb9e6585f82fce53a0c92eabd9fd4da47c239203427
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size 2162
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case57_ieee/seed17/best_model_state_dict.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:360e2ffed6a68a680e3aa2a6282ae19560ffe1dd9b26ca74df84b01ed0225e04
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size 80451091
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mlflow/train/case118_ieee/seed3/009a0cca94ae4957827a6765db1d1daf/artifacts/stats/case118_ieee_scenario_splits.json
ADDED
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The diff for this file is too large to render.
See raw diff
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mlflow/train/case118_ieee/seed3/009a0cca94ae4957827a6765db1d1daf/artifacts/stats/normalization_stats.txt
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Data Normalizer case118_ieee stats:
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{'baseMVA_orig': tensor(100.), 'baseMVA': tensor(155.2013), 'vn_kv_max': tensor(345.)}
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+
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mlflow/train/case118_ieee/seed3/009a0cca94ae4957827a6765db1d1daf/artifacts/test/case118_ieee_RMSE.csv
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Metric,Pg (MW),Qg (MVar),Vm (p.u.),Va (radians)
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RMSE-PQ,0.0,0.0,0.0033075355684644026,0.004542089967771129
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| 3 |
+
RMSE-PV,1.7171597146171786,11.27523042904345,0.003554039919854924,0.00505298826589527
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| 4 |
+
RMSE-REF,6.664598557444009,24.33309824930143,0.004467940050546513,0.0
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mlflow/train/case118_ieee/seed3/009a0cca94ae4957827a6765db1d1daf/artifacts/test/case118_ieee_metrics.csv
ADDED
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Metric,Value
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Avg. active res. (MW),0.011478791013360023
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Avg. reactive res. (MVar),0.00302225723862648
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RMSE PG generators (MW),1.937106923253515
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Mean optimality gap (%),0.14507636427879333
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Mean branch termal violation from (MVA),0.003171129385009408
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Mean branch termal violation to (MVA),0.0030541664455085993
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Mean branch angle difference violation (radians),0.0
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| 9 |
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Mean Qg violation PV buses,0.006364315282553434
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Mean Qg violation REF buses,0.0
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mlflow/train/case118_ieee/seed3/009a0cca94ae4957827a6765db1d1daf/metrics/Learning Rate
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mlflow/train/case118_ieee/seed3/009a0cca94ae4957827a6765db1d1daf/metrics/Validation Layered Weighted Physics Loss
ADDED
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mlflow/train/case118_ieee/seed3/009a0cca94ae4957827a6765db1d1daf/metrics/Validation Masked bus MSE loss
ADDED
|
@@ -0,0 +1,200 @@
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| 1 |
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| 27 |
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| 28 |
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| 33 |
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| 34 |
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1775657427317 9.145966032519937e-05 143445
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| 35 |
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|
mlflow/train/case118_ieee/seed3/009a0cca94ae4957827a6765db1d1daf/metrics/Validation Qg Violation Penalty loss
ADDED
|
@@ -0,0 +1,200 @@
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| 1 |
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| 22 |
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| 23 |
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1775651967362 0.03024452179670334 97036
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| 27 |
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1775653953505 0.02816801704466343 113912
|
| 28 |
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1775654449800 0.027910735458135605 118131
|
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ADDED
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ADDED
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ADDED
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ADDED
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mlflow/train/case118_ieee/seed3/009a0cca94ae4957827a6765db1d1daf/metrics/Validation loss
ADDED
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@@ -0,0 +1,200 @@
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mlflow/train/case118_ieee/seed3/009a0cca94ae4957827a6765db1d1daf/metrics/epoch
ADDED
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mlflow/train/case118_ieee/seed3/009a0cca94ae4957827a6765db1d1daf/tags/mlflow.runName
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run
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mlflow/train/case118_ieee/seed3/009a0cca94ae4957827a6765db1d1daf/tags/mlflow.source.name
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/dccstor/gridfm/march_opf_exp/env/genco_new/.genco_new/bin/gridfm_graphkit
|
mlflow/train/case118_ieee/seed3/009a0cca94ae4957827a6765db1d1daf/tags/mlflow.source.type
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LOCAL
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mlflow/train/case118_ieee/seed3/009a0cca94ae4957827a6765db1d1daf/tags/mlflow.user
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apu
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mlflow/train/case118_ieee/seed42/a63e1d89f30c4592be5ab93d69ed025e/artifacts/stats/case118_ieee_scenario_splits.json
ADDED
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The diff for this file is too large to render.
See raw diff
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|
|
mlflow/train/case118_ieee/seed42/a63e1d89f30c4592be5ab93d69ed025e/artifacts/stats/normalization_stats.txt
ADDED
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@@ -0,0 +1,3 @@
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|
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|
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|
| 1 |
+
Data Normalizer case118_ieee stats:
|
| 2 |
+
{'baseMVA_orig': tensor(100.), 'baseMVA': tensor(155.2013), 'vn_kv_max': tensor(345.)}
|
| 3 |
+
|
mlflow/train/case118_ieee/seed42/a63e1d89f30c4592be5ab93d69ed025e/artifacts/test/case118_ieee_RMSE.csv
ADDED
|
@@ -0,0 +1,4 @@
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
Metric,Pg (MW),Qg (MVar),Vm (p.u.),Va (radians)
|
| 2 |
+
RMSE-PQ,0.0,0.0,0.003933917074478419,0.007311480591227972
|
| 3 |
+
RMSE-PV,1.8222050467640551,13.413848644189287,0.004143090524811191,0.007176020222537654
|
| 4 |
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RMSE-REF,7.195435231971047,33.08073213922551,0.005668800898514704,0.0
|
mlflow/train/case118_ieee/seed42/a63e1d89f30c4592be5ab93d69ed025e/artifacts/test/case118_ieee_metrics.csv
ADDED
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@@ -0,0 +1,10 @@
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
Metric,Value
|
| 2 |
+
Avg. active res. (MW),0.0368061438202858
|
| 3 |
+
Avg. reactive res. (MVar),0.008406371809542179
|
| 4 |
+
RMSE PG generators (MW),2.063552010163815
|
| 5 |
+
Mean optimality gap (%),0.20180055499076843
|
| 6 |
+
Mean branch termal violation from (MVA),0.005449533462524414
|
| 7 |
+
Mean branch termal violation to (MVA),0.005287714768201113
|
| 8 |
+
Mean branch angle difference violation (radians),0.0
|
| 9 |
+
Mean Qg violation PV buses,0.0041994876228272915
|
| 10 |
+
Mean Qg violation REF buses,0.0
|
mlflow/train/case118_ieee/seed42/a63e1d89f30c4592be5ab93d69ed025e/meta.yaml
ADDED
|
@@ -0,0 +1,14 @@
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+
artifact_uri: file:///dccstor/gridfm/march_opf_exp/results/325631748442931054/a63e1d89f30c4592be5ab93d69ed025e/artifacts
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end_time: 1773255488369
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entry_point_name: ''
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experiment_id: '325631748442931054'
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lifecycle_stage: active
|
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run_id: a63e1d89f30c4592be5ab93d69ed025e
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run_name: run
|
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source_name: ''
|
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source_type: 4
|
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source_version: ''
|
| 11 |
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start_time: 1773141532709
|
| 12 |
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status: 3
|
| 13 |
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tags: []
|
| 14 |
+
user_id: apu
|
mlflow/train/case118_ieee/seed42/a63e1d89f30c4592be5ab93d69ed025e/metrics/Learning Rate
ADDED
|
@@ -0,0 +1,843 @@
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mlflow/train/case118_ieee/seed42/a63e1d89f30c4592be5ab93d69ed025e/metrics/Training Loss
ADDED
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mlflow/train/case118_ieee/seed42/a63e1d89f30c4592be5ab93d69ed025e/metrics/Validation Layered Weighted Physics Loss
ADDED
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1773252390104 0.0004085666441824287 822704
|
| 196 |
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1773252986566 0.00040732824709266424 826923
|
| 197 |
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1773253583000 0.0004893771256320179 831142
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| 198 |
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1773254191671 0.0004148332227487117 835361
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| 199 |
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1773254787741 0.0004053607408422977 839580
|
| 200 |
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1773255380139 0.0004208033496979624 843799
|
mlflow/train/case118_ieee/seed42/a63e1d89f30c4592be5ab93d69ed025e/metrics/Validation Masked bus MSE loss
ADDED
|
@@ -0,0 +1,200 @@
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1773250561729 3.7391735531855375e-05 810047
|
| 193 |
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1773251182003 3.764491339097731e-05 814266
|
| 194 |
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1773251793460 3.692372774821706e-05 818485
|
| 195 |
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1773252390104 3.703639595187269e-05 822704
|
| 196 |
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1773252986566 3.715231650858186e-05 826923
|
| 197 |
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1773253583000 3.803150320891291e-05 831142
|
| 198 |
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1773254191671 3.7596106267301366e-05 835361
|
| 199 |
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1773254787741 3.6427816667128354e-05 839580
|
| 200 |
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1773255380139 3.7701895053032786e-05 843799
|
mlflow/train/case118_ieee/seed42/a63e1d89f30c4592be5ab93d69ed025e/metrics/Validation Masked generator MSE loss
ADDED
|
@@ -0,0 +1,200 @@
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