diff --git a/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/.hydra/config.yaml b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/.hydra/config.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..2e706fd12536a2b9104eaf73742e43bcbf6afcc9
--- /dev/null
+++ b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/.hydra/config.yaml
@@ -0,0 +1,41 @@
+dataset:
+  name: imagenet
+  root: /mnt/hdfs/__MERLIN_USER_DIR__/data/imagenet1k
+  seed: 42
+  num_classes: 1000
+model:
+  name: resnet50
+  norm: bn
+  init_type: rezero
+  bn_batch_size: 256
+training:
+  epochs: 100
+  seed: 42
+  max_global_steps: null
+  max_local_steps: null
+  use_amp: false
+  log_every: 1
+  val_every: 1
+  save_every: 1
+  warmup_epochs: 10
+  optimizer:
+    name: sgd
+    lr: 1.2
+    momentum: 0.9
+    weight_decay: 0.0001
+    batch_size: 256
+  scheduler:
+    name: multistep
+    milestones:
+    - 30
+    - 60
+    - 90
+    gamma: 0.1
+project_name: Stochastic-EoS
+exp_name: CV-EoS
+run_name: ${model.name}_${dataset.name}_${training.optimizer.name}_bs${training.optimizer.batch_size}_lr${training.optimizer.lr}_wd${training.optimizer.weight_decay}_${training.scheduler.name}_epo${training.epochs}_nm${model.norm}_${now:%Y%m%d-%H%M%S}
+wandb:
+  use: true
+  project: Stochastic-EoS
+  name: ${run_name}
+update_hdfs: true
diff --git a/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/.hydra/hydra.yaml b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/.hydra/hydra.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..e34444d57dd9b91fe67ffc26f7cc73c649b66c07
--- /dev/null
+++ b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/.hydra/hydra.yaml
@@ -0,0 +1,153 @@
+hydra:
+  run:
+    dir: logs/${project_name}/${exp_name}/${run_name}
+  sweep:
+    dir: logs/${project_name}/${exp_name}/multirun/${run_name}
+    subdir: ${hydra.job.num}
+  launcher:
+    _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher
+  sweeper:
+    _target_: hydra._internal.core_plugins.basic_sweeper.BasicSweeper
+    max_batch_size: null
+    params: null
+  help:
+    app_name: ${hydra.job.name}
+    header: '${hydra.help.app_name} is powered by Hydra.
+
+      '
+    footer: 'Powered by Hydra (https://hydra.cc)
+
+      Use --hydra-help to view Hydra specific help
+
+      '
+    template: '${hydra.help.header}
+
+      == Configuration groups ==
+
+      Compose your configuration from those groups (group=option)
+
+
+      $APP_CONFIG_GROUPS
+
+
+      == Config ==
+
+      Override anything in the config (foo.bar=value)
+
+
+      $CONFIG
+
+
+      ${hydra.help.footer}
+
+      '
+  hydra_help:
+    template: 'Hydra (${hydra.runtime.version})
+
+      See https://hydra.cc for more info.
+
+
+      == Flags ==
+
+      $FLAGS_HELP
+
+
+      == Configuration groups ==
+
+      Compose your configuration from those groups (For example, append hydra/job_logging=disabled
+      to command line)
+
+
+      $HYDRA_CONFIG_GROUPS
+
+
+      Use ''--cfg hydra'' to Show the Hydra config.
+
+      '
+    hydra_help: ???
+  hydra_logging:
+    version: 1
+    formatters:
+      simple:
+        format: '[%(asctime)s][HYDRA] %(message)s'
+    handlers:
+      console:
+        class: logging.StreamHandler
+        formatter: simple
+        stream: ext://sys.stdout
+    root:
+      level: INFO
+      handlers:
+      - console
+    loggers:
+      logging_example:
+        level: DEBUG
+    disable_existing_loggers: false
+  job_logging:
+    version: 1
+    root:
+      level: ERROR
+    disable_existing_loggers: true
+  env: {}
+  mode: RUN
+  searchpath: []
+  callbacks: {}
+  output_subdir: .hydra
+  overrides:
+    hydra:
+    - hydra.mode=RUN
+    task:
+    - model=rn50
+    - model.norm=bn
+    - model.bn_batch_size=256
+    - dataset=imagenet
+    - training=sgd_cv
+    - training.epochs=100
+    - training.warmup_epochs=10
+    - training.optimizer.lr=1.2
+    - training.optimizer.weight_decay=0.0001
+    - training.optimizer.batch_size=256
+    - training.scheduler.name=multistep
+  job:
+    name: train_cv
+    chdir: null
+    override_dirname: dataset=imagenet,model.bn_batch_size=256,model.norm=bn,model=rn50,training.epochs=100,training.optimizer.batch_size=256,training.optimizer.lr=1.2,training.optimizer.weight_decay=0.0001,training.scheduler.name=multistep,training.warmup_epochs=10,training=sgd_cv
+    id: ???
+    num: ???
+    config_name: config_cv_pretrain
+    env_set: {}
+    env_copy: []
+    config:
+      override_dirname:
+        kv_sep: '='
+        item_sep: ','
+        exclude_keys: []
+  runtime:
+    version: 1.3.2
+    version_base: '1.3'
+    cwd: /opt/tiger/Stochastic-EoS
+    config_sources:
+    - path: hydra.conf
+      schema: pkg
+      provider: hydra
+    - path: /opt/tiger/Stochastic-EoS/configs
+      schema: file
+      provider: main
+    - path: ''
+      schema: structured
+      provider: schema
+    output_dir: /opt/tiger/Stochastic-EoS/logs/Stochastic-EoS/CV-EoS/resnet50_imagenet_sgd_bs256_lr1.2_wd0.0001_multistep_epo100_nmbn_20250912-171338
+    choices:
+      training: sgd_cv
+      model: rn50
+      dataset: imagenet
+      hydra/env: default
+      hydra/callbacks: null
+      hydra/job_logging: disabled
+      hydra/hydra_logging: default
+      hydra/hydra_help: default
+      hydra/help: default
+      hydra/sweeper: basic
+      hydra/launcher: basic
+      hydra/output: default
+  verbose: false
diff --git a/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/.hydra/overrides.yaml b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/.hydra/overrides.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..67fce523c8816fc41d070ea2e786df4eb435ce3d
--- /dev/null
+++ b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/.hydra/overrides.yaml
@@ -0,0 +1,11 @@
+- model=rn50
+- model.norm=bn
+- model.bn_batch_size=256
+- dataset=imagenet
+- training=sgd_cv
+- training.epochs=100
+- training.warmup_epochs=10
+- training.optimizer.lr=1.2
+- training.optimizer.weight_decay=0.0001
+- training.optimizer.batch_size=256
+- training.scheduler.name=multistep
diff --git a/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/eos_al/ckpt-12/train.jsonl b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/eos_al/ckpt-12/train.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..a3deb59cda193be8900779c4c16fb50bc632096c
--- /dev/null
+++ b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/eos_al/ckpt-12/train.jsonl
@@ -0,0 +1,150 @@
+{"exp_idx": [0, 5], "lr_factor": 1.4, "epoch": [13, 100], "step": [0, 625], "lr": 1.68, "atrl": 3.4397125244140625, "trl0": 3.4397125244140625, "nm": 145.05460571526467, "nmx": 2.151962668887506, "olr": 1.2, "otrl": 3.4397125244140625, "trl01": 3.5114049911499023, "otrl1": 3.5114049911499023, "nm0": 145.04937829669848, "onm": 145.04985298650737, "data_diff": 0.0}
+{"exp_idx": [0, 5], "lr_factor": 1.4, "epoch": [13, 100], "step": [1, 625], "lr": 1.68, "atrl": 5.787962913513184, "trl0": 3.409510374069214, "nm": 145.0294706588977, "nmx": 1.2543071899267204, "olr": 1.2, "otrl": 3.428863048553467, "trl01": 3.39381742477417, "otrl1": 3.4434866905212402, "nm0": 145.04937829669848, "onm": 145.05073624311794, "data_diff": 0.0}
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diff --git a/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/eos_al/ckpt-16/train.jsonl b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/eos_al/ckpt-16/train.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..ec0e1c237a77abe99d57c87ac38abdac1536a577
--- /dev/null
+++ b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/eos_al/ckpt-16/train.jsonl
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diff --git a/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/eos_al/ckpt-80/train.jsonl b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/eos_al/ckpt-80/train.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..8ad2f7248bba40465208b0131fa7dcc0dead9289
--- /dev/null
+++ b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/eos_al/ckpt-80/train.jsonl
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diff --git a/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/eos_eg/eg-28-al-wd0.01-20251123_215805/train.jsonl b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/eos_eg/eg-28-al-wd0.01-20251123_215805/train.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/eos_eg/eg-28-al-wd0.01-20251123_215805/train.log b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/eos_eg/eg-28-al-wd0.01-20251123_215805/train.log
new file mode 100644
index 0000000000000000000000000000000000000000..3150f7929ec4a0c6896878f18d46cb08a4a233bd
--- /dev/null
+++ b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/eos_eg/eg-28-al-wd0.01-20251123_215805/train.log
@@ -0,0 +1,24 @@
+2025-11-23 21:58:05,707 | INFO | LR factors: [1.4 1.  0.6]
+2025-11-23 21:58:08,135 | INFO | -------------------------------- EoS --------------------------------
+2025-11-23 21:58:08,135 | INFO | Starting LR test 1/3: lr=1.4000
+2025-11-23 21:58:08,135 | INFO | Starting EoS for LR factor 1.4000
+2025-11-23 21:58:08,135 | INFO | Starting EoS for checkpoint 28
+2025-11-23 21:58:08,135 | INFO | Starting EoS for model resnet50
+2025-11-23 21:58:08,598 | INFO | Model state successfully loaded
+2025-11-23 21:58:11,936 | INFO | Wrapped model with DDP
+2025-11-23 21:58:11,939 | INFO | Current learning rate: 1.68
+2025-11-23 21:58:11,939 | INFO | Original learning rate: 1.2
+2025-11-23 21:58:11,968 | INFO | 🎯 Momentum Information:
+2025-11-23 21:58:11,968 | INFO |   Extracted vectors: 161
+2025-11-23 21:58:11,968 | INFO |   Has momentum state: True
+2025-11-23 21:58:26,049 | INFO | exp_idx (0, 3) | lr_factor 1.400e+00 | epoch 029/100 | step 00000/00625 | lr 1.680e+00 | atrl 3.322e+00 | trl0 3.322e+00 | nm 1.495e+02 | nmx 2.256e+00 | 
+2025-11-23 21:58:34,700 | INFO | exp_idx (0, 3) | lr_factor 1.400e+00 | epoch 029/100 | step 00001/00625 | lr 1.680e+00 | atrl 3.404e+00 | trl0 3.350e+00 | nm 1.495e+02 | nmx 4.293e+00 | 
+2025-11-23 21:58:43,346 | INFO | exp_idx (0, 3) | lr_factor 1.400e+00 | epoch 029/100 | step 00002/00625 | lr 1.680e+00 | atrl 3.440e+00 | trl0 3.239e+00 | nm 1.495e+02 | nmx 6.115e+00 | 
+2025-11-23 21:58:51,993 | INFO | exp_idx (0, 3) | lr_factor 1.400e+00 | epoch 029/100 | step 00003/00625 | lr 1.680e+00 | atrl 3.473e+00 | trl0 3.194e+00 | nm 1.495e+02 | nmx 7.777e+00 | 
+2025-11-23 21:59:00,641 | INFO | exp_idx (0, 3) | lr_factor 1.400e+00 | epoch 029/100 | step 00004/00625 | lr 1.680e+00 | atrl 3.598e+00 | trl0 3.190e+00 | nm 1.495e+02 | nmx 9.329e+00 | 
+2025-11-23 21:59:09,287 | INFO | exp_idx (0, 3) | lr_factor 1.400e+00 | epoch 029/100 | step 00005/00625 | lr 1.680e+00 | atrl 3.585e+00 | trl0 3.294e+00 | nm 1.496e+02 | nmx 1.091e+01 | 
+2025-11-23 21:59:17,934 | INFO | exp_idx (0, 3) | lr_factor 1.400e+00 | epoch 029/100 | step 00006/00625 | lr 1.680e+00 | atrl 3.677e+00 | trl0 3.241e+00 | nm 1.496e+02 | nmx 1.259e+01 | 
+2025-11-23 21:59:26,577 | INFO | exp_idx (0, 3) | lr_factor 1.400e+00 | epoch 029/100 | step 00007/00625 | lr 1.680e+00 | atrl 3.208e+00 | trl0 3.238e+00 | nm 1.497e+02 | nmx 1.462e+01 | 
+2025-11-23 21:59:35,224 | INFO | exp_idx (0, 3) | lr_factor 1.400e+00 | epoch 029/100 | step 00008/00625 | lr 1.680e+00 | atrl 2.277e+00 | trl0 3.257e+00 | nm 1.499e+02 | nmx 1.740e+01 | 
+2025-11-23 21:59:43,873 | INFO | exp_idx (0, 3) | lr_factor 1.400e+00 | epoch 029/100 | step 00009/00625 | lr 1.680e+00 | atrl -1.132e+00 | trl0 3.311e+00 | nm 1.504e+02 | nmx 2.195e+01 | 
+2025-11-23 21:59:52,525 | INFO | exp_idx (0, 3) | lr_factor 1.400e+00 | epoch 029/100 | step 00010/00625 | lr 1.680e+00 | atrl -1.301e+01 | trl0 3.277e+00 | nm 1.518e+02 | nmx 3.053e+01 | 
diff --git a/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/eos_eg/eg-28-al-wd1-20251123_220005/train.jsonl b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/eos_eg/eg-28-al-wd1-20251123_220005/train.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..532218ec24b41b854266324b8943af1cb131182b
--- /dev/null
+++ b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/eos_eg/eg-28-al-wd1-20251123_220005/train.jsonl
@@ -0,0 +1,90 @@
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diff --git a/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/eos_eg/eg-28-al-wd1-20251123_220005/train.log b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/eos_eg/eg-28-al-wd1-20251123_220005/train.log
new file mode 100644
index 0000000000000000000000000000000000000000..d0b5f93014adbbcd5008004677f6ab0b4dfebdbf
--- /dev/null
+++ b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/eos_eg/eg-28-al-wd1-20251123_220005/train.log
@@ -0,0 +1,127 @@
+2025-11-23 22:00:05,880 | INFO | LR factors: [1.4 1.  0.6]
+2025-11-23 22:00:08,160 | INFO | -------------------------------- EoS --------------------------------
+2025-11-23 22:00:08,160 | INFO | Starting LR test 1/3: lr=1.4000
+2025-11-23 22:00:08,160 | INFO | Starting EoS for LR factor 1.4000
+2025-11-23 22:00:08,160 | INFO | Starting EoS for checkpoint 28
+2025-11-23 22:00:08,160 | INFO | Starting EoS for model resnet50
+2025-11-23 22:00:08,698 | INFO | Model state successfully loaded
+2025-11-23 22:00:12,201 | INFO | Wrapped model with DDP
+2025-11-23 22:00:12,203 | INFO | Current learning rate: 1.68
+2025-11-23 22:00:12,204 | INFO | Original learning rate: 1.2
+2025-11-23 22:00:12,233 | INFO | 🎯 Momentum Information:
+2025-11-23 22:00:12,233 | INFO |   Extracted vectors: 161
+2025-11-23 22:00:12,233 | INFO |   Has momentum state: True
+2025-11-23 22:00:25,906 | INFO | exp_idx (0, 3) | lr_factor 1.400e+00 | epoch 029/100 | step 00000/00625 | lr 1.680e+00 | atrl 3.322e+00 | trl0 3.322e+00 | nm 1.495e+02 | nmx 2.256e+00 | 
+2025-11-23 22:00:34,559 | INFO | exp_idx (0, 3) | lr_factor 1.400e+00 | epoch 029/100 | step 00001/00625 | lr 1.680e+00 | atrl 5.923e+00 | trl0 3.350e+00 | nm 1.495e+02 | nmx 1.232e+00 | 
+2025-11-23 22:00:43,208 | INFO | exp_idx (0, 3) | lr_factor 1.400e+00 | epoch 029/100 | step 00002/00625 | lr 1.680e+00 | atrl 4.003e+00 | trl0 3.239e+00 | nm 1.495e+02 | nmx 2.253e+00 | 
+2025-11-23 22:00:51,853 | INFO | exp_idx (0, 3) | lr_factor 1.400e+00 | epoch 029/100 | step 00003/00625 | lr 1.680e+00 | atrl 5.926e+00 | trl0 3.194e+00 | nm 1.495e+02 | nmx 1.803e+00 | 
+2025-11-23 22:01:00,498 | INFO | exp_idx (0, 3) | lr_factor 1.400e+00 | epoch 029/100 | step 00004/00625 | lr 1.680e+00 | atrl 5.237e+00 | trl0 3.190e+00 | nm 1.495e+02 | nmx 2.541e+00 | 
+2025-11-23 22:01:09,141 | INFO | exp_idx (0, 3) | lr_factor 1.400e+00 | epoch 029/100 | step 00005/00625 | lr 1.680e+00 | atrl 7.582e+00 | trl0 3.294e+00 | nm 1.495e+02 | nmx 3.204e+00 | 
+2025-11-23 22:01:17,784 | INFO | exp_idx (0, 3) | lr_factor 1.400e+00 | epoch 029/100 | step 00006/00625 | lr 1.680e+00 | atrl 1.169e+01 | trl0 3.241e+00 | nm 1.496e+02 | nmx 4.847e+00 | 
+2025-11-23 22:01:26,433 | INFO | exp_idx (0, 3) | lr_factor 1.400e+00 | epoch 029/100 | step 00007/00625 | lr 1.680e+00 | atrl 2.518e+01 | trl0 3.238e+00 | nm 1.497e+02 | nmx 8.399e+00 | 
+2025-11-23 22:01:35,079 | INFO | exp_idx (0, 3) | lr_factor 1.400e+00 | epoch 029/100 | step 00008/00625 | lr 1.680e+00 | atrl 7.181e+01 | trl0 3.257e+00 | nm 1.501e+02 | nmx 1.391e+01 | 
+2025-11-23 22:01:43,732 | INFO | exp_idx (0, 3) | lr_factor 1.400e+00 | epoch 029/100 | step 00009/00625 | lr 1.680e+00 | atrl 2.054e+02 | trl0 3.311e+00 | nm 1.519e+02 | nmx 2.691e+01 | 
+2025-11-23 22:01:52,380 | INFO | exp_idx (0, 3) | lr_factor 1.400e+00 | epoch 029/100 | step 00010/00625 | lr 1.680e+00 | atrl 7.657e+02 | trl0 3.277e+00 | nm 1.578e+02 | nmx 5.051e+01 | 
+2025-11-23 22:02:01,026 | INFO | exp_idx (0, 3) | lr_factor 1.400e+00 | epoch 029/100 | step 00011/00625 | lr 1.680e+00 | atrl 2.710e+03 | trl0 3.217e+00 | nm 1.771e+02 | nmx 9.510e+01 | 
+2025-11-23 22:02:09,680 | INFO | exp_idx (0, 3) | lr_factor 1.400e+00 | epoch 029/100 | step 00012/00625 | lr 1.680e+00 | atrl 8.707e+03 | trl0 3.279e+00 | nm 2.134e+02 | nmx 1.521e+02 | 
+2025-11-23 22:02:18,326 | INFO | exp_idx (0, 3) | lr_factor 1.400e+00 | epoch 029/100 | step 00013/00625 | lr 1.680e+00 | atrl 2.232e+04 | trl0 3.350e+00 | nm 2.901e+02 | nmx 2.487e+02 | 
+2025-11-23 22:02:26,977 | INFO | exp_idx (0, 3) | lr_factor 1.400e+00 | epoch 029/100 | step 00014/00625 | lr 1.680e+00 | atrl 6.372e+04 | trl0 3.267e+00 | nm 4.804e+02 | nmx 4.565e+02 | 
+2025-11-23 22:02:35,620 | INFO | exp_idx (0, 3) | lr_factor 1.400e+00 | epoch 029/100 | step 00015/00625 | lr 1.680e+00 | atrl 2.265e+05 | trl0 3.258e+00 | nm 9.273e+02 | nmx 9.153e+02 | 
+2025-11-23 22:02:44,268 | INFO | exp_idx (0, 3) | lr_factor 1.400e+00 | epoch 029/100 | step 00016/00625 | lr 1.680e+00 | atrl 9.135e+05 | trl0 3.259e+00 | nm 1.815e+03 | nmx 1.809e+03 | 
+2025-11-23 22:02:52,906 | INFO | exp_idx (0, 3) | lr_factor 1.400e+00 | epoch 029/100 | step 00017/00625 | lr 1.680e+00 | atrl 3.603e+06 | trl0 3.234e+00 | nm 3.664e+03 | nmx 3.661e+03 | 
+2025-11-23 22:03:01,551 | INFO | exp_idx (0, 3) | lr_factor 1.400e+00 | epoch 029/100 | step 00018/00625 | lr 1.680e+00 | atrl 1.399e+07 | trl0 3.251e+00 | nm 6.833e+03 | nmx 6.831e+03 | 
+2025-11-23 22:03:10,204 | INFO | exp_idx (0, 3) | lr_factor 1.400e+00 | epoch 029/100 | step 00019/00625 | lr 1.680e+00 | atrl 5.067e+07 | trl0 3.223e+00 | nm 1.381e+04 | nmx 1.381e+04 | 
+2025-11-23 22:03:18,846 | INFO | exp_idx (0, 3) | lr_factor 1.400e+00 | epoch 029/100 | step 00020/00625 | lr 1.680e+00 | atrl 1.970e+08 | trl0 3.239e+00 | nm 2.496e+04 | nmx 2.496e+04 | 
+2025-11-23 22:03:27,494 | INFO | exp_idx (0, 3) | lr_factor 1.400e+00 | epoch 029/100 | step 00021/00625 | lr 1.680e+00 | atrl 6.465e+08 | trl0 3.260e+00 | nm 4.543e+04 | nmx 4.543e+04 | 
+2025-11-23 22:03:36,142 | INFO | exp_idx (0, 3) | lr_factor 1.400e+00 | epoch 029/100 | step 00022/00625 | lr 1.680e+00 | atrl 2.221e+09 | trl0 3.258e+00 | nm 8.880e+04 | nmx 8.880e+04 | 
+2025-11-23 22:03:44,785 | INFO | exp_idx (0, 3) | lr_factor 1.400e+00 | epoch 029/100 | step 00023/00625 | lr 1.680e+00 | atrl 8.369e+09 | trl0 3.253e+00 | nm 1.675e+05 | nmx 1.675e+05 | 
+2025-11-23 22:03:53,432 | INFO | exp_idx (0, 3) | lr_factor 1.400e+00 | epoch 029/100 | step 00024/00625 | lr 1.680e+00 | atrl 3.021e+10 | trl0 3.276e+00 | nm 3.251e+05 | nmx 3.251e+05 | 
+2025-11-23 22:04:02,089 | INFO | exp_idx (0, 3) | lr_factor 1.400e+00 | epoch 029/100 | step 00025/00625 | lr 1.680e+00 | atrl 1.127e+11 | trl0 3.333e+00 | nm 6.225e+05 | nmx 6.225e+05 | 
+2025-11-23 22:04:10,735 | INFO | exp_idx (0, 3) | lr_factor 1.400e+00 | epoch 029/100 | step 00026/00625 | lr 1.680e+00 | atrl 3.744e+11 | trl0 3.288e+00 | nm 9.863e+05 | nmx 9.863e+05 | 
+2025-11-23 22:04:19,380 | INFO | exp_idx (0, 3) | lr_factor 1.400e+00 | epoch 029/100 | step 00027/00625 | lr 1.680e+00 | atrl 9.699e+11 | trl0 3.282e+00 | nm 1.731e+06 | nmx 1.731e+06 | 
+2025-11-23 22:04:28,024 | INFO | exp_idx (0, 3) | lr_factor 1.400e+00 | epoch 029/100 | step 00028/00625 | lr 1.680e+00 | atrl 3.272e+12 | trl0 3.401e+00 | nm 3.590e+06 | nmx 3.590e+06 | 
+2025-11-23 22:04:36,672 | INFO | exp_idx (0, 3) | lr_factor 1.400e+00 | epoch 029/100 | step 00029/00625 | lr 1.680e+00 | atrl 1.438e+13 | trl0 3.279e+00 | nm 7.555e+06 | nmx 7.555e+06 | 
+2025-11-23 22:04:36,982 | INFO | -------------------------------- EoS --------------------------------
+2025-11-23 22:04:36,982 | INFO | Starting LR test 2/3: lr=1.0000
+2025-11-23 22:04:36,983 | INFO | Starting EoS for LR factor 1.0000
+2025-11-23 22:04:36,983 | INFO | Starting EoS for checkpoint 28
+2025-11-23 22:04:36,983 | INFO | Starting EoS for model resnet50
+2025-11-23 22:04:37,365 | INFO | Model state successfully loaded
+2025-11-23 22:04:39,108 | INFO | Wrapped model with DDP
+2025-11-23 22:04:39,111 | INFO | Current learning rate: 1.2
+2025-11-23 22:04:39,111 | INFO | Original learning rate: 1.2
+2025-11-23 22:04:39,319 | INFO | 🎯 Momentum Information:
+2025-11-23 22:04:39,319 | INFO |   Extracted vectors: 161
+2025-11-23 22:04:39,319 | INFO |   Has momentum state: True
+2025-11-23 22:04:51,635 | INFO | exp_idx (1, 3) | lr_factor 1.000e+00 | epoch 029/100 | step 00000/00625 | lr 1.200e+00 | atrl 3.322e+00 | trl0 3.322e+00 | nm 1.495e+02 | nmx 1.611e+00 | 
+2025-11-23 22:05:00,284 | INFO | exp_idx (1, 3) | lr_factor 1.000e+00 | epoch 029/100 | step 00001/00625 | lr 1.200e+00 | atrl 4.642e+00 | trl0 3.350e+00 | nm 1.495e+02 | nmx 1.343e+00 | 
+2025-11-23 22:05:08,934 | INFO | exp_idx (1, 3) | lr_factor 1.000e+00 | epoch 029/100 | step 00002/00625 | lr 1.200e+00 | atrl 4.072e+00 | trl0 3.239e+00 | nm 1.495e+02 | nmx 1.167e+00 | 
+2025-11-23 22:05:17,581 | INFO | exp_idx (1, 3) | lr_factor 1.000e+00 | epoch 029/100 | step 00003/00625 | lr 1.200e+00 | atrl 3.831e+00 | trl0 3.194e+00 | nm 1.495e+02 | nmx 1.684e+00 | 
+2025-11-23 22:05:26,232 | INFO | exp_idx (1, 3) | lr_factor 1.000e+00 | epoch 029/100 | step 00004/00625 | lr 1.200e+00 | atrl 4.607e+00 | trl0 3.190e+00 | nm 1.495e+02 | nmx 1.180e+00 | 
+2025-11-23 22:05:34,880 | INFO | exp_idx (1, 3) | lr_factor 1.000e+00 | epoch 029/100 | step 00005/00625 | lr 1.200e+00 | atrl 3.996e+00 | trl0 3.294e+00 | nm 1.495e+02 | nmx 1.545e+00 | 
+2025-11-23 22:05:43,529 | INFO | exp_idx (1, 3) | lr_factor 1.000e+00 | epoch 029/100 | step 00006/00625 | lr 1.200e+00 | atrl 4.438e+00 | trl0 3.241e+00 | nm 1.495e+02 | nmx 1.598e+00 | 
+2025-11-23 22:05:52,178 | INFO | exp_idx (1, 3) | lr_factor 1.000e+00 | epoch 029/100 | step 00007/00625 | lr 1.200e+00 | atrl 4.484e+00 | trl0 3.238e+00 | nm 1.495e+02 | nmx 1.374e+00 | 
+2025-11-23 22:06:00,830 | INFO | exp_idx (1, 3) | lr_factor 1.000e+00 | epoch 029/100 | step 00008/00625 | lr 1.200e+00 | atrl 4.181e+00 | trl0 3.257e+00 | nm 1.495e+02 | nmx 1.671e+00 | 
+2025-11-23 22:06:09,474 | INFO | exp_idx (1, 3) | lr_factor 1.000e+00 | epoch 029/100 | step 00009/00625 | lr 1.200e+00 | atrl 4.696e+00 | trl0 3.311e+00 | nm 1.495e+02 | nmx 1.521e+00 | 
+2025-11-23 22:06:18,122 | INFO | exp_idx (1, 3) | lr_factor 1.000e+00 | epoch 029/100 | step 00010/00625 | lr 1.200e+00 | atrl 4.430e+00 | trl0 3.277e+00 | nm 1.495e+02 | nmx 1.545e+00 | 
+2025-11-23 22:06:26,771 | INFO | exp_idx (1, 3) | lr_factor 1.000e+00 | epoch 029/100 | step 00011/00625 | lr 1.200e+00 | atrl 4.410e+00 | trl0 3.217e+00 | nm 1.495e+02 | nmx 1.683e+00 | 
+2025-11-23 22:06:35,419 | INFO | exp_idx (1, 3) | lr_factor 1.000e+00 | epoch 029/100 | step 00012/00625 | lr 1.200e+00 | atrl 4.694e+00 | trl0 3.279e+00 | nm 1.495e+02 | nmx 1.536e+00 | 
+2025-11-23 22:06:44,066 | INFO | exp_idx (1, 3) | lr_factor 1.000e+00 | epoch 029/100 | step 00013/00625 | lr 1.200e+00 | atrl 4.513e+00 | trl0 3.350e+00 | nm 1.495e+02 | nmx 1.668e+00 | 
+2025-11-23 22:06:52,718 | INFO | exp_idx (1, 3) | lr_factor 1.000e+00 | epoch 029/100 | step 00014/00625 | lr 1.200e+00 | atrl 4.651e+00 | trl0 3.267e+00 | nm 1.495e+02 | nmx 1.648e+00 | 
+2025-11-23 22:07:01,371 | INFO | exp_idx (1, 3) | lr_factor 1.000e+00 | epoch 029/100 | step 00015/00625 | lr 1.200e+00 | atrl 4.616e+00 | trl0 3.258e+00 | nm 1.495e+02 | nmx 1.600e+00 | 
+2025-11-23 22:07:10,020 | INFO | exp_idx (1, 3) | lr_factor 1.000e+00 | epoch 029/100 | step 00016/00625 | lr 1.200e+00 | atrl 4.540e+00 | trl0 3.259e+00 | nm 1.495e+02 | nmx 1.710e+00 | 
+2025-11-23 22:07:18,673 | INFO | exp_idx (1, 3) | lr_factor 1.000e+00 | epoch 029/100 | step 00017/00625 | lr 1.200e+00 | atrl 4.691e+00 | trl0 3.234e+00 | nm 1.495e+02 | nmx 1.624e+00 | 
+2025-11-23 22:07:27,317 | INFO | exp_idx (1, 3) | lr_factor 1.000e+00 | epoch 029/100 | step 00018/00625 | lr 1.200e+00 | atrl 4.569e+00 | trl0 3.251e+00 | nm 1.495e+02 | nmx 1.679e+00 | 
+2025-11-23 22:07:35,966 | INFO | exp_idx (1, 3) | lr_factor 1.000e+00 | epoch 029/100 | step 00019/00625 | lr 1.200e+00 | atrl 4.648e+00 | trl0 3.223e+00 | nm 1.495e+02 | nmx 1.702e+00 | 
+2025-11-23 22:07:44,611 | INFO | exp_idx (1, 3) | lr_factor 1.000e+00 | epoch 029/100 | step 00020/00625 | lr 1.200e+00 | atrl 4.705e+00 | trl0 3.239e+00 | nm 1.495e+02 | nmx 1.666e+00 | 
+2025-11-23 22:07:53,259 | INFO | exp_idx (1, 3) | lr_factor 1.000e+00 | epoch 029/100 | step 00021/00625 | lr 1.200e+00 | atrl 4.663e+00 | trl0 3.260e+00 | nm 1.495e+02 | nmx 1.706e+00 | 
+2025-11-23 22:08:01,906 | INFO | exp_idx (1, 3) | lr_factor 1.000e+00 | epoch 029/100 | step 00022/00625 | lr 1.200e+00 | atrl 4.716e+00 | trl0 3.258e+00 | nm 1.495e+02 | nmx 1.699e+00 | 
+2025-11-23 22:08:10,700 | INFO | exp_idx (1, 3) | lr_factor 1.000e+00 | epoch 029/100 | step 00023/00625 | lr 1.200e+00 | atrl 4.706e+00 | trl0 3.253e+00 | nm 1.495e+02 | nmx 1.722e+00 | 
+2025-11-23 22:08:19,220 | INFO | exp_idx (1, 3) | lr_factor 1.000e+00 | epoch 029/100 | step 00024/00625 | lr 1.200e+00 | atrl 4.781e+00 | trl0 3.276e+00 | nm 1.495e+02 | nmx 1.736e+00 | 
+2025-11-23 22:08:27,868 | INFO | exp_idx (1, 3) | lr_factor 1.000e+00 | epoch 029/100 | step 00025/00625 | lr 1.200e+00 | atrl 4.839e+00 | trl0 3.333e+00 | nm 1.495e+02 | nmx 1.708e+00 | 
+2025-11-23 22:08:36,519 | INFO | exp_idx (1, 3) | lr_factor 1.000e+00 | epoch 029/100 | step 00026/00625 | lr 1.200e+00 | atrl 4.787e+00 | trl0 3.288e+00 | nm 1.495e+02 | nmx 1.714e+00 | 
+2025-11-23 22:08:45,167 | INFO | exp_idx (1, 3) | lr_factor 1.000e+00 | epoch 029/100 | step 00027/00625 | lr 1.200e+00 | atrl 4.771e+00 | trl0 3.282e+00 | nm 1.495e+02 | nmx 1.758e+00 | 
+2025-11-23 22:08:53,816 | INFO | exp_idx (1, 3) | lr_factor 1.000e+00 | epoch 029/100 | step 00028/00625 | lr 1.200e+00 | atrl 4.944e+00 | trl0 3.401e+00 | nm 1.495e+02 | nmx 1.726e+00 | 
+2025-11-23 22:09:02,463 | INFO | exp_idx (1, 3) | lr_factor 1.000e+00 | epoch 029/100 | step 00029/00625 | lr 1.200e+00 | atrl 4.770e+00 | trl0 3.279e+00 | nm 1.495e+02 | nmx 1.749e+00 | 
+2025-11-23 22:09:02,958 | INFO | -------------------------------- EoS --------------------------------
+2025-11-23 22:09:02,959 | INFO | Starting LR test 3/3: lr=0.6000
+2025-11-23 22:09:02,959 | INFO | Starting EoS for LR factor 0.6000
+2025-11-23 22:09:02,959 | INFO | Starting EoS for checkpoint 28
+2025-11-23 22:09:02,959 | INFO | Starting EoS for model resnet50
+2025-11-23 22:09:03,345 | INFO | Model state successfully loaded
+2025-11-23 22:09:05,252 | INFO | Wrapped model with DDP
+2025-11-23 22:09:05,254 | INFO | Current learning rate: 0.72
+2025-11-23 22:09:05,255 | INFO | Original learning rate: 1.2
+2025-11-23 22:09:05,258 | INFO | 🎯 Momentum Information:
+2025-11-23 22:09:05,258 | INFO |   Extracted vectors: 161
+2025-11-23 22:09:05,258 | INFO |   Has momentum state: True
+2025-11-23 22:09:17,037 | INFO | exp_idx (2, 3) | lr_factor 6.000e-01 | epoch 029/100 | step 00000/00625 | lr 7.200e-01 | atrl 3.322e+00 | trl0 3.322e+00 | nm 1.495e+02 | nmx 9.667e-01 | 
+2025-11-23 22:09:25,680 | INFO | exp_idx (2, 3) | lr_factor 6.000e-01 | epoch 029/100 | step 00001/00625 | lr 7.200e-01 | atrl 3.798e+00 | trl0 3.350e+00 | nm 1.495e+02 | nmx 1.230e+00 | 
+2025-11-23 22:09:34,330 | INFO | exp_idx (2, 3) | lr_factor 6.000e-01 | epoch 029/100 | step 00002/00625 | lr 7.200e-01 | atrl 3.940e+00 | trl0 3.239e+00 | nm 1.495e+02 | nmx 8.703e-01 | 
+2025-11-23 22:09:42,982 | INFO | exp_idx (2, 3) | lr_factor 6.000e-01 | epoch 029/100 | step 00003/00625 | lr 7.200e-01 | atrl 3.486e+00 | trl0 3.194e+00 | nm 1.495e+02 | nmx 8.890e-01 | 
+2025-11-23 22:09:51,634 | INFO | exp_idx (2, 3) | lr_factor 6.000e-01 | epoch 029/100 | step 00004/00625 | lr 7.200e-01 | atrl 3.523e+00 | trl0 3.190e+00 | nm 1.495e+02 | nmx 1.192e+00 | 
+2025-11-23 22:10:00,275 | INFO | exp_idx (2, 3) | lr_factor 6.000e-01 | epoch 029/100 | step 00005/00625 | lr 7.200e-01 | atrl 3.974e+00 | trl0 3.294e+00 | nm 1.495e+02 | nmx 1.069e+00 | 
+2025-11-23 22:10:08,926 | INFO | exp_idx (2, 3) | lr_factor 6.000e-01 | epoch 029/100 | step 00006/00625 | lr 7.200e-01 | atrl 3.808e+00 | trl0 3.241e+00 | nm 1.495e+02 | nmx 8.978e-01 | 
+2025-11-23 22:10:17,570 | INFO | exp_idx (2, 3) | lr_factor 6.000e-01 | epoch 029/100 | step 00007/00625 | lr 7.200e-01 | atrl 3.612e+00 | trl0 3.238e+00 | nm 1.495e+02 | nmx 1.128e+00 | 
+2025-11-23 22:10:26,219 | INFO | exp_idx (2, 3) | lr_factor 6.000e-01 | epoch 029/100 | step 00008/00625 | lr 7.200e-01 | atrl 3.854e+00 | trl0 3.257e+00 | nm 1.495e+02 | nmx 1.197e+00 | 
+2025-11-23 22:10:34,866 | INFO | exp_idx (2, 3) | lr_factor 6.000e-01 | epoch 029/100 | step 00009/00625 | lr 7.200e-01 | atrl 3.979e+00 | trl0 3.311e+00 | nm 1.495e+02 | nmx 1.050e+00 | 
+2025-11-23 22:10:43,519 | INFO | exp_idx (2, 3) | lr_factor 6.000e-01 | epoch 029/100 | step 00010/00625 | lr 7.200e-01 | atrl 3.780e+00 | trl0 3.277e+00 | nm 1.495e+02 | nmx 1.089e+00 | 
+2025-11-23 22:10:52,161 | INFO | exp_idx (2, 3) | lr_factor 6.000e-01 | epoch 029/100 | step 00011/00625 | lr 7.200e-01 | atrl 3.765e+00 | trl0 3.217e+00 | nm 1.495e+02 | nmx 1.202e+00 | 
+2025-11-23 22:11:00,813 | INFO | exp_idx (2, 3) | lr_factor 6.000e-01 | epoch 029/100 | step 00012/00625 | lr 7.200e-01 | atrl 3.972e+00 | trl0 3.279e+00 | nm 1.495e+02 | nmx 1.130e+00 | 
+2025-11-23 22:11:09,460 | INFO | exp_idx (2, 3) | lr_factor 6.000e-01 | epoch 029/100 | step 00013/00625 | lr 7.200e-01 | atrl 3.950e+00 | trl0 3.350e+00 | nm 1.495e+02 | nmx 1.091e+00 | 
+2025-11-23 22:11:18,111 | INFO | exp_idx (2, 3) | lr_factor 6.000e-01 | epoch 029/100 | step 00014/00625 | lr 7.200e-01 | atrl 3.846e+00 | trl0 3.267e+00 | nm 1.495e+02 | nmx 1.173e+00 | 
+2025-11-23 22:11:26,762 | INFO | exp_idx (2, 3) | lr_factor 6.000e-01 | epoch 029/100 | step 00015/00625 | lr 7.200e-01 | atrl 3.907e+00 | trl0 3.258e+00 | nm 1.495e+02 | nmx 1.201e+00 | 
+2025-11-23 22:11:35,413 | INFO | exp_idx (2, 3) | lr_factor 6.000e-01 | epoch 029/100 | step 00016/00625 | lr 7.200e-01 | atrl 3.946e+00 | trl0 3.259e+00 | nm 1.495e+02 | nmx 1.134e+00 | 
+2025-11-23 22:11:44,056 | INFO | exp_idx (2, 3) | lr_factor 6.000e-01 | epoch 029/100 | step 00017/00625 | lr 7.200e-01 | atrl 3.827e+00 | trl0 3.234e+00 | nm 1.495e+02 | nmx 1.149e+00 | 
+2025-11-23 22:11:52,700 | INFO | exp_idx (2, 3) | lr_factor 6.000e-01 | epoch 029/100 | step 00018/00625 | lr 7.200e-01 | atrl 3.885e+00 | trl0 3.251e+00 | nm 1.495e+02 | nmx 1.194e+00 | 
+2025-11-23 22:12:01,344 | INFO | exp_idx (2, 3) | lr_factor 6.000e-01 | epoch 029/100 | step 00019/00625 | lr 7.200e-01 | atrl 3.899e+00 | trl0 3.223e+00 | nm 1.495e+02 | nmx 1.183e+00 | 
+2025-11-23 22:12:09,991 | INFO | exp_idx (2, 3) | lr_factor 6.000e-01 | epoch 029/100 | step 00020/00625 | lr 7.200e-01 | atrl 3.910e+00 | trl0 3.239e+00 | nm 1.495e+02 | nmx 1.155e+00 | 
+2025-11-23 22:12:18,637 | INFO | exp_idx (2, 3) | lr_factor 6.000e-01 | epoch 029/100 | step 00021/00625 | lr 7.200e-01 | atrl 3.897e+00 | trl0 3.260e+00 | nm 1.495e+02 | nmx 1.175e+00 | 
+2025-11-23 22:12:27,280 | INFO | exp_idx (2, 3) | lr_factor 6.000e-01 | epoch 029/100 | step 00022/00625 | lr 7.200e-01 | atrl 3.911e+00 | trl0 3.258e+00 | nm 1.495e+02 | nmx 1.201e+00 | 
+2025-11-23 22:12:35,928 | INFO | exp_idx (2, 3) | lr_factor 6.000e-01 | epoch 029/100 | step 00023/00625 | lr 7.200e-01 | atrl 3.939e+00 | trl0 3.253e+00 | nm 1.495e+02 | nmx 1.182e+00 | 
+2025-11-23 22:12:44,570 | INFO | exp_idx (2, 3) | lr_factor 6.000e-01 | epoch 029/100 | step 00024/00625 | lr 7.200e-01 | atrl 3.925e+00 | trl0 3.276e+00 | nm 1.495e+02 | nmx 1.197e+00 | 
+2025-11-23 22:12:53,213 | INFO | exp_idx (2, 3) | lr_factor 6.000e-01 | epoch 029/100 | step 00025/00625 | lr 7.200e-01 | atrl 4.010e+00 | trl0 3.333e+00 | nm 1.495e+02 | nmx 1.208e+00 | 
+2025-11-23 22:13:01,861 | INFO | exp_idx (2, 3) | lr_factor 6.000e-01 | epoch 029/100 | step 00026/00625 | lr 7.200e-01 | atrl 3.982e+00 | trl0 3.288e+00 | nm 1.495e+02 | nmx 1.194e+00 | 
+2025-11-23 22:13:10,510 | INFO | exp_idx (2, 3) | lr_factor 6.000e-01 | epoch 029/100 | step 00027/00625 | lr 7.200e-01 | atrl 3.950e+00 | trl0 3.282e+00 | nm 1.495e+02 | nmx 1.188e+00 | 
+2025-11-23 22:13:19,154 | INFO | exp_idx (2, 3) | lr_factor 6.000e-01 | epoch 029/100 | step 00028/00625 | lr 7.200e-01 | atrl 4.078e+00 | trl0 3.401e+00 | nm 1.495e+02 | nmx 1.205e+00 | 
+2025-11-23 22:13:27,801 | INFO | exp_idx (2, 3) | lr_factor 6.000e-01 | epoch 029/100 | step 00029/00625 | lr 7.200e-01 | atrl 3.975e+00 | trl0 3.279e+00 | nm 1.495e+02 | nmx 1.216e+00 | 
diff --git a/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/eos_eg/eg-4-al-wd1-20251124_114412/train.jsonl b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/eos_eg/eg-4-al-wd1-20251124_114412/train.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/eos_eg/eg-4-al-wd1-20251124_114412/train.log b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/eos_eg/eg-4-al-wd1-20251124_114412/train.log
new file mode 100644
index 0000000000000000000000000000000000000000..008fddb2c2dac0981c370a0a6569571acd36c833
--- /dev/null
+++ b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/eos_eg/eg-4-al-wd1-20251124_114412/train.log
@@ -0,0 +1 @@
+2025-11-24 11:44:13,326 | INFO | LR factors: [1.4 1.  0.6]
diff --git a/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/eos_eg/eg-48-al-wd0.001-20251123_215024/train.jsonl b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/eos_eg/eg-48-al-wd0.001-20251123_215024/train.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..5bc797c6b3fcb81bc543ae83842c70edb11c19bb
--- /dev/null
+++ b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/eos_eg/eg-48-al-wd0.001-20251123_215024/train.jsonl
@@ -0,0 +1,23 @@
+{"exp_idx": [0, 3], "lr_factor": 1.4, "epoch": [49, 100], "step": [0, 625], "lr": 0.16799999999999998, "atrl": 2.412630558013916, "trl0": 2.412630558013916, "nm": 105.84860762988882, "nmx": 0.4733971583165813, "olr": 0.12, "otrl": 2.412630558013916, "trl01": 2.5275321006774902, "otrl1": 2.5275321006774902, "nm0": 105.84761168716848, "onm": 105.8481080270596, "data_diff": 0.0}
+{"exp_idx": [0, 3], "lr_factor": 1.4, "epoch": [49, 100], "step": [1, 625], "lr": 0.16799999999999998, "atrl": 2.4008359909057617, "trl0": 2.3986740112304688, "nm": 105.85001157420064, "nmx": 0.9178997714615612, "olr": 0.12, "otrl": 2.3945579528808594, "trl01": 2.4681615829467773, "otrl1": 2.4616634845733643, "nm0": 105.84761168716848, "onm": 105.84860768503944, "data_diff": 0.0}
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\ No newline at end of file
diff --git a/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/eos_eg/eg-48-al-wd0.001-20251123_215024/train.log b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/eos_eg/eg-48-al-wd0.001-20251123_215024/train.log
new file mode 100644
index 0000000000000000000000000000000000000000..885eaaa85fa331737101ce0b58137276cc285f5d
--- /dev/null
+++ b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/eos_eg/eg-48-al-wd0.001-20251123_215024/train.log
@@ -0,0 +1,60 @@
+2025-11-23 21:50:24,895 | INFO | LR factors: [1.4 1.  0.6]
+2025-11-23 21:50:27,309 | INFO | -------------------------------- EoS --------------------------------
+2025-11-23 21:50:27,309 | INFO | Starting LR test 1/3: lr=1.4000
+2025-11-23 21:50:27,309 | INFO | Starting EoS for LR factor 1.4000
+2025-11-23 21:50:27,309 | INFO | Starting EoS for checkpoint 48
+2025-11-23 21:50:27,309 | INFO | Starting EoS for model resnet50
+2025-11-23 21:50:27,747 | INFO | Model state successfully loaded
+2025-11-23 21:50:28,899 | INFO | Wrapped model with DDP
+2025-11-23 21:50:28,901 | INFO | Current learning rate: 0.16799999999999998
+2025-11-23 21:50:28,902 | INFO | Original learning rate: 0.12
+2025-11-23 21:50:28,928 | INFO | 🎯 Momentum Information:
+2025-11-23 21:50:28,928 | INFO |   Extracted vectors: 161
+2025-11-23 21:50:28,928 | INFO |   Has momentum state: True
+2025-11-23 21:50:37,961 | INFO | exp_idx (0, 3) | lr_factor 1.400e+00 | epoch 049/100 | step 00000/00625 | lr 1.680e-01 | atrl 2.413e+00 | trl0 2.413e+00 | nm 1.058e+02 | nmx 4.734e-01 | 
+2025-11-23 21:50:41,925 | INFO | exp_idx (0, 3) | lr_factor 1.400e+00 | epoch 049/100 | step 00001/00625 | lr 1.680e-01 | atrl 2.401e+00 | trl0 2.399e+00 | nm 1.059e+02 | nmx 9.179e-01 | 
+2025-11-23 21:50:45,971 | INFO | exp_idx (0, 3) | lr_factor 1.400e+00 | epoch 049/100 | step 00002/00625 | lr 1.680e-01 | atrl 2.496e+00 | trl0 2.474e+00 | nm 1.059e+02 | nmx 1.338e+00 | 
+2025-11-23 21:50:50,008 | INFO | exp_idx (0, 3) | lr_factor 1.400e+00 | epoch 049/100 | step 00003/00625 | lr 1.680e-01 | atrl 2.453e+00 | trl0 2.420e+00 | nm 1.059e+02 | nmx 1.737e+00 | 
+2025-11-23 21:50:53,877 | INFO | exp_idx (0, 3) | lr_factor 1.400e+00 | epoch 049/100 | step 00004/00625 | lr 1.680e-01 | atrl 2.503e+00 | trl0 2.448e+00 | nm 1.059e+02 | nmx 2.116e+00 | 
+2025-11-23 21:50:57,758 | INFO | exp_idx (0, 3) | lr_factor 1.400e+00 | epoch 049/100 | step 00005/00625 | lr 1.680e-01 | atrl 2.454e+00 | trl0 2.380e+00 | nm 1.059e+02 | nmx 2.476e+00 | 
+2025-11-23 21:51:01,696 | INFO | exp_idx (0, 3) | lr_factor 1.400e+00 | epoch 049/100 | step 00006/00625 | lr 1.680e-01 | atrl 2.508e+00 | trl0 2.454e+00 | nm 1.059e+02 | nmx 2.824e+00 | 
+2025-11-23 21:51:05,722 | INFO | exp_idx (0, 3) | lr_factor 1.400e+00 | epoch 049/100 | step 00007/00625 | lr 1.680e-01 | atrl 2.522e+00 | trl0 2.470e+00 | nm 1.059e+02 | nmx 3.166e+00 | 
+2025-11-23 21:51:09,503 | INFO | exp_idx (0, 3) | lr_factor 1.400e+00 | epoch 049/100 | step 00008/00625 | lr 1.680e-01 | atrl 2.474e+00 | trl0 2.380e+00 | nm 1.059e+02 | nmx 3.502e+00 | 
+2025-11-23 21:51:13,387 | INFO | exp_idx (0, 3) | lr_factor 1.400e+00 | epoch 049/100 | step 00009/00625 | lr 1.680e-01 | atrl 2.436e+00 | trl0 2.365e+00 | nm 1.059e+02 | nmx 3.837e+00 | 
+2025-11-23 21:51:13,999 | INFO | -------------------------------- EoS --------------------------------
+2025-11-23 21:51:13,999 | INFO | Starting LR test 2/3: lr=1.0000
+2025-11-23 21:51:13,999 | INFO | Starting EoS for LR factor 1.0000
+2025-11-23 21:51:13,999 | INFO | Starting EoS for checkpoint 48
+2025-11-23 21:51:13,999 | INFO | Starting EoS for model resnet50
+2025-11-23 21:51:14,382 | INFO | Model state successfully loaded
+2025-11-23 21:51:14,740 | INFO | Wrapped model with DDP
+2025-11-23 21:51:14,743 | INFO | Current learning rate: 0.12
+2025-11-23 21:51:14,743 | INFO | Original learning rate: 0.12
+2025-11-23 21:51:14,801 | INFO | 🎯 Momentum Information:
+2025-11-23 21:51:14,801 | INFO |   Extracted vectors: 161
+2025-11-23 21:51:14,801 | INFO |   Has momentum state: True
+2025-11-23 21:51:23,374 | INFO | exp_idx (1, 3) | lr_factor 1.000e+00 | epoch 049/100 | step 00000/00625 | lr 1.200e-01 | atrl 2.413e+00 | trl0 2.413e+00 | nm 1.058e+02 | nmx 3.381e-01 | 
+2025-11-23 21:51:28,217 | INFO | exp_idx (1, 3) | lr_factor 1.000e+00 | epoch 049/100 | step 00001/00625 | lr 1.200e-01 | atrl 2.396e+00 | trl0 2.399e+00 | nm 1.058e+02 | nmx 6.582e-01 | 
+2025-11-23 21:51:33,665 | INFO | exp_idx (1, 3) | lr_factor 1.000e+00 | epoch 049/100 | step 00002/00625 | lr 1.200e-01 | atrl 2.478e+00 | trl0 2.474e+00 | nm 1.058e+02 | nmx 9.635e-01 | 
+2025-11-23 21:51:38,829 | INFO | exp_idx (1, 3) | lr_factor 1.000e+00 | epoch 049/100 | step 00003/00625 | lr 1.200e-01 | atrl 2.427e+00 | trl0 2.420e+00 | nm 1.058e+02 | nmx 1.255e+00 | 
+2025-11-23 21:51:42,608 | INFO | exp_idx (1, 3) | lr_factor 1.000e+00 | epoch 049/100 | step 00004/00625 | lr 1.200e-01 | atrl 2.461e+00 | trl0 2.448e+00 | nm 1.058e+02 | nmx 1.532e+00 | 
+2025-11-23 21:51:46,354 | INFO | exp_idx (1, 3) | lr_factor 1.000e+00 | epoch 049/100 | step 00005/00625 | lr 1.200e-01 | atrl 2.393e+00 | trl0 2.380e+00 | nm 1.058e+02 | nmx 1.795e+00 | 
+2025-11-23 21:51:50,171 | INFO | exp_idx (1, 3) | lr_factor 1.000e+00 | epoch 049/100 | step 00006/00625 | lr 1.200e-01 | atrl 2.469e+00 | trl0 2.454e+00 | nm 1.058e+02 | nmx 2.048e+00 | 
+2025-11-23 21:51:53,963 | INFO | exp_idx (1, 3) | lr_factor 1.000e+00 | epoch 049/100 | step 00007/00625 | lr 1.200e-01 | atrl 2.480e+00 | trl0 2.470e+00 | nm 1.058e+02 | nmx 2.292e+00 | 
+2025-11-23 21:51:57,764 | INFO | exp_idx (1, 3) | lr_factor 1.000e+00 | epoch 049/100 | step 00008/00625 | lr 1.200e-01 | atrl 2.415e+00 | trl0 2.380e+00 | nm 1.058e+02 | nmx 2.530e+00 | 
+2025-11-23 21:52:01,530 | INFO | exp_idx (1, 3) | lr_factor 1.000e+00 | epoch 049/100 | step 00009/00625 | lr 1.200e-01 | atrl 2.380e+00 | trl0 2.365e+00 | nm 1.058e+02 | nmx 2.762e+00 | 
+2025-11-23 21:52:01,978 | INFO | -------------------------------- EoS --------------------------------
+2025-11-23 21:52:01,979 | INFO | Starting LR test 3/3: lr=0.6000
+2025-11-23 21:52:01,979 | INFO | Starting EoS for LR factor 0.6000
+2025-11-23 21:52:01,979 | INFO | Starting EoS for checkpoint 48
+2025-11-23 21:52:01,979 | INFO | Starting EoS for model resnet50
+2025-11-23 21:52:02,360 | INFO | Model state successfully loaded
+2025-11-23 21:52:02,666 | INFO | Wrapped model with DDP
+2025-11-23 21:52:02,668 | INFO | Current learning rate: 0.072
+2025-11-23 21:52:02,669 | INFO | Original learning rate: 0.12
+2025-11-23 21:52:02,672 | INFO | 🎯 Momentum Information:
+2025-11-23 21:52:02,672 | INFO |   Extracted vectors: 161
+2025-11-23 21:52:02,672 | INFO |   Has momentum state: True
+2025-11-23 21:52:13,779 | INFO | exp_idx (2, 3) | lr_factor 6.000e-01 | epoch 049/100 | step 00000/00625 | lr 7.200e-02 | atrl 2.413e+00 | trl0 2.413e+00 | nm 1.058e+02 | nmx 2.029e-01 | 
+2025-11-23 21:52:19,821 | INFO | exp_idx (2, 3) | lr_factor 6.000e-01 | epoch 049/100 | step 00001/00625 | lr 7.200e-02 | atrl 2.395e+00 | trl0 2.399e+00 | nm 1.058e+02 | nmx 3.966e-01 | 
+2025-11-23 21:52:28,478 | INFO | exp_idx (2, 3) | lr_factor 6.000e-01 | epoch 049/100 | step 00002/00625 | lr 7.200e-02 | atrl 2.467e+00 | trl0 2.474e+00 | nm 1.058e+02 | nmx 5.838e-01 | 
diff --git a/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/eos_eg/eg-48-al-wd0.001-20251123_215238/train.jsonl b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/eos_eg/eg-48-al-wd0.001-20251123_215238/train.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..7b5db1dc0fd3ce01300d1359364b68e4bf09f46f
--- /dev/null
+++ b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/eos_eg/eg-48-al-wd0.001-20251123_215238/train.jsonl
@@ -0,0 +1,30 @@
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diff --git a/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/eos_eg/eg-48-al-wd0.001-20251123_215238/train.log b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/eos_eg/eg-48-al-wd0.001-20251123_215238/train.log
new file mode 100644
index 0000000000000000000000000000000000000000..62c5d59902e628a92a58dda0246f24df4cb734a2
--- /dev/null
+++ b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/eos_eg/eg-48-al-wd0.001-20251123_215238/train.log
@@ -0,0 +1,55 @@
+2025-11-23 21:52:39,005 | INFO | LR factors: [1.4 1.  0.6]
+2025-11-23 21:52:41,434 | INFO | -------------------------------- EoS --------------------------------
+2025-11-23 21:52:41,434 | INFO | Starting LR test 1/3: lr=1.4000
+2025-11-23 21:52:41,434 | INFO | Starting EoS for LR factor 1.4000
+2025-11-23 21:52:41,434 | INFO | Starting EoS for checkpoint 48
+2025-11-23 21:52:41,434 | INFO | Starting EoS for model resnet50
+2025-11-23 21:52:41,939 | INFO | Model state successfully loaded
+2025-11-23 21:52:45,399 | INFO | Wrapped model with DDP
+2025-11-23 21:52:45,402 | INFO | Current learning rate: 0.16799999999999998
+2025-11-23 21:52:45,402 | INFO | Original learning rate: 0.12
+2025-11-23 21:52:45,430 | INFO | 🎯 Momentum Information:
+2025-11-23 21:52:45,430 | INFO |   Extracted vectors: 161
+2025-11-23 21:52:45,430 | INFO |   Has momentum state: True
+2025-11-23 21:52:58,841 | INFO | exp_idx (0, 3) | lr_factor 1.400e+00 | epoch 049/100 | step 00000/00625 | lr 1.680e-01 | atrl 2.413e+00 | trl0 2.413e+00 | nm 1.058e+02 | nmx 4.734e-01 | 
+2025-11-23 21:53:07,493 | INFO | exp_idx (0, 3) | lr_factor 1.400e+00 | epoch 049/100 | step 00001/00625 | lr 1.680e-01 | atrl 2.401e+00 | trl0 2.399e+00 | nm 1.059e+02 | nmx 9.179e-01 | 
+2025-11-23 21:53:16,147 | INFO | exp_idx (0, 3) | lr_factor 1.400e+00 | epoch 049/100 | step 00002/00625 | lr 1.680e-01 | atrl 2.496e+00 | trl0 2.474e+00 | nm 1.059e+02 | nmx 1.338e+00 | 
+2025-11-23 21:53:24,801 | INFO | exp_idx (0, 3) | lr_factor 1.400e+00 | epoch 049/100 | step 00003/00625 | lr 1.680e-01 | atrl 2.453e+00 | trl0 2.420e+00 | nm 1.059e+02 | nmx 1.737e+00 | 
+2025-11-23 21:53:33,454 | INFO | exp_idx (0, 3) | lr_factor 1.400e+00 | epoch 049/100 | step 00004/00625 | lr 1.680e-01 | atrl 2.503e+00 | trl0 2.448e+00 | nm 1.059e+02 | nmx 2.116e+00 | 
+2025-11-23 21:53:42,104 | INFO | exp_idx (0, 3) | lr_factor 1.400e+00 | epoch 049/100 | step 00005/00625 | lr 1.680e-01 | atrl 2.454e+00 | trl0 2.380e+00 | nm 1.059e+02 | nmx 2.476e+00 | 
+2025-11-23 21:53:50,760 | INFO | exp_idx (0, 3) | lr_factor 1.400e+00 | epoch 049/100 | step 00006/00625 | lr 1.680e-01 | atrl 2.508e+00 | trl0 2.454e+00 | nm 1.059e+02 | nmx 2.824e+00 | 
+2025-11-23 21:53:59,414 | INFO | exp_idx (0, 3) | lr_factor 1.400e+00 | epoch 049/100 | step 00007/00625 | lr 1.680e-01 | atrl 2.522e+00 | trl0 2.470e+00 | nm 1.059e+02 | nmx 3.166e+00 | 
+2025-11-23 21:54:08,068 | INFO | exp_idx (0, 3) | lr_factor 1.400e+00 | epoch 049/100 | step 00008/00625 | lr 1.680e-01 | atrl 2.474e+00 | trl0 2.380e+00 | nm 1.059e+02 | nmx 3.502e+00 | 
+2025-11-23 21:54:16,721 | INFO | exp_idx (0, 3) | lr_factor 1.400e+00 | epoch 049/100 | step 00009/00625 | lr 1.680e-01 | atrl 2.436e+00 | trl0 2.365e+00 | nm 1.059e+02 | nmx 3.837e+00 | 
+2025-11-23 21:54:25,369 | INFO | exp_idx (0, 3) | lr_factor 1.400e+00 | epoch 049/100 | step 00010/00625 | lr 1.680e-01 | atrl 2.575e+00 | trl0 2.504e+00 | nm 1.059e+02 | nmx 4.174e+00 | 
+2025-11-23 21:54:34,019 | INFO | exp_idx (0, 3) | lr_factor 1.400e+00 | epoch 049/100 | step 00011/00625 | lr 1.680e-01 | atrl 2.484e+00 | trl0 2.413e+00 | nm 1.059e+02 | nmx 4.519e+00 | 
+2025-11-23 21:54:42,672 | INFO | exp_idx (0, 3) | lr_factor 1.400e+00 | epoch 049/100 | step 00012/00625 | lr 1.680e-01 | atrl 2.546e+00 | trl0 2.405e+00 | nm 1.059e+02 | nmx 4.869e+00 | 
+2025-11-23 21:54:51,330 | INFO | exp_idx (0, 3) | lr_factor 1.400e+00 | epoch 049/100 | step 00013/00625 | lr 1.680e-01 | atrl 2.509e+00 | trl0 2.477e+00 | nm 1.059e+02 | nmx 5.232e+00 | 
+2025-11-23 21:54:59,977 | INFO | exp_idx (0, 3) | lr_factor 1.400e+00 | epoch 049/100 | step 00014/00625 | lr 1.680e-01 | atrl 2.513e+00 | trl0 2.422e+00 | nm 1.059e+02 | nmx 5.606e+00 | 
+2025-11-23 21:55:08,628 | INFO | exp_idx (0, 3) | lr_factor 1.400e+00 | epoch 049/100 | step 00015/00625 | lr 1.680e-01 | atrl 2.481e+00 | trl0 2.458e+00 | nm 1.059e+02 | nmx 5.997e+00 | 
+2025-11-23 21:55:17,273 | INFO | exp_idx (0, 3) | lr_factor 1.400e+00 | epoch 049/100 | step 00016/00625 | lr 1.680e-01 | atrl 2.478e+00 | trl0 2.436e+00 | nm 1.059e+02 | nmx 6.407e+00 | 
+2025-11-23 21:55:25,925 | INFO | exp_idx (0, 3) | lr_factor 1.400e+00 | epoch 049/100 | step 00017/00625 | lr 1.680e-01 | atrl 2.277e+00 | trl0 2.370e+00 | nm 1.059e+02 | nmx 6.843e+00 | 
+2025-11-23 21:55:34,581 | INFO | exp_idx (0, 3) | lr_factor 1.400e+00 | epoch 049/100 | step 00018/00625 | lr 1.680e-01 | atrl 2.339e+00 | trl0 2.422e+00 | nm 1.059e+02 | nmx 7.308e+00 | 
+2025-11-23 21:55:43,228 | INFO | exp_idx (0, 3) | lr_factor 1.400e+00 | epoch 049/100 | step 00019/00625 | lr 1.680e-01 | atrl 2.412e+00 | trl0 2.436e+00 | nm 1.060e+02 | nmx 7.799e+00 | 
+2025-11-23 21:55:51,876 | INFO | exp_idx (0, 3) | lr_factor 1.400e+00 | epoch 049/100 | step 00020/00625 | lr 1.680e-01 | atrl 2.419e+00 | trl0 2.469e+00 | nm 1.060e+02 | nmx 8.325e+00 | 
+2025-11-23 21:56:00,529 | INFO | exp_idx (0, 3) | lr_factor 1.400e+00 | epoch 049/100 | step 00021/00625 | lr 1.680e-01 | atrl 2.181e+00 | trl0 2.392e+00 | nm 1.060e+02 | nmx 8.893e+00 | 
+2025-11-23 21:56:09,177 | INFO | exp_idx (0, 3) | lr_factor 1.400e+00 | epoch 049/100 | step 00022/00625 | lr 1.680e-01 | atrl 2.475e+00 | trl0 2.430e+00 | nm 1.061e+02 | nmx 9.496e+00 | 
+2025-11-23 21:56:17,827 | INFO | exp_idx (0, 3) | lr_factor 1.400e+00 | epoch 049/100 | step 00023/00625 | lr 1.680e-01 | atrl 2.358e+00 | trl0 2.393e+00 | nm 1.061e+02 | nmx 1.014e+01 | 
+2025-11-23 21:56:26,479 | INFO | exp_idx (0, 3) | lr_factor 1.400e+00 | epoch 049/100 | step 00024/00625 | lr 1.680e-01 | atrl 2.060e+00 | trl0 2.488e+00 | nm 1.062e+02 | nmx 1.084e+01 | 
+2025-11-23 21:56:35,133 | INFO | exp_idx (0, 3) | lr_factor 1.400e+00 | epoch 049/100 | step 00025/00625 | lr 1.680e-01 | atrl 1.651e+00 | trl0 2.456e+00 | nm 1.062e+02 | nmx 1.160e+01 | 
+2025-11-23 21:56:43,788 | INFO | exp_idx (0, 3) | lr_factor 1.400e+00 | epoch 049/100 | step 00026/00625 | lr 1.680e-01 | atrl 1.203e+00 | trl0 2.470e+00 | nm 1.063e+02 | nmx 1.245e+01 | 
+2025-11-23 21:56:52,441 | INFO | exp_idx (0, 3) | lr_factor 1.400e+00 | epoch 049/100 | step 00027/00625 | lr 1.680e-01 | atrl 9.495e-01 | trl0 2.436e+00 | nm 1.064e+02 | nmx 1.338e+01 | 
+2025-11-23 21:57:01,099 | INFO | exp_idx (0, 3) | lr_factor 1.400e+00 | epoch 049/100 | step 00028/00625 | lr 1.680e-01 | atrl 1.056e+00 | trl0 2.441e+00 | nm 1.065e+02 | nmx 1.439e+01 | 
+2025-11-23 21:57:09,749 | INFO | exp_idx (0, 3) | lr_factor 1.400e+00 | epoch 049/100 | step 00029/00625 | lr 1.680e-01 | atrl -9.930e-01 | trl0 2.394e+00 | nm 1.067e+02 | nmx 1.553e+01 | 
+2025-11-23 21:57:10,053 | INFO | -------------------------------- EoS --------------------------------
+2025-11-23 21:57:10,054 | INFO | Starting LR test 2/3: lr=1.0000
+2025-11-23 21:57:10,054 | INFO | Starting EoS for LR factor 1.0000
+2025-11-23 21:57:10,054 | INFO | Starting EoS for checkpoint 48
+2025-11-23 21:57:10,054 | INFO | Starting EoS for model resnet50
+2025-11-23 21:57:10,455 | INFO | Model state successfully loaded
+2025-11-23 21:57:12,202 | INFO | Wrapped model with DDP
+2025-11-23 21:57:12,204 | INFO | Current learning rate: 0.12
+2025-11-23 21:57:12,204 | INFO | Original learning rate: 0.12
+2025-11-23 21:57:12,395 | INFO | 🎯 Momentum Information:
+2025-11-23 21:57:12,395 | INFO |   Extracted vectors: 161
+2025-11-23 21:57:12,395 | INFO |   Has momentum state: True
diff --git a/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/eos_eg/eg-48-al-wd0.01-20251123_214445/train.jsonl b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/eos_eg/eg-48-al-wd0.01-20251123_214445/train.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/eos_eg/eg-48-al-wd0.01-20251123_214445/train.log b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/eos_eg/eg-48-al-wd0.01-20251123_214445/train.log
new file mode 100644
index 0000000000000000000000000000000000000000..00e6cbd49dd2df3674bd443867515a949c0d991e
--- /dev/null
+++ b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/eos_eg/eg-48-al-wd0.01-20251123_214445/train.log
@@ -0,0 +1 @@
+2025-11-23 21:44:46,153 | INFO | LR factors: [1.4 1.  0.6]
diff --git a/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/eos_eg/eg-48-al-wd0.01-20251123_214727/train.jsonl b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/eos_eg/eg-48-al-wd0.01-20251123_214727/train.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/eos_eg/eg-48-al-wd0.01-20251123_214727/train.log b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/eos_eg/eg-48-al-wd0.01-20251123_214727/train.log
new file mode 100644
index 0000000000000000000000000000000000000000..1a15c003821cf028d0515fda79b66196917bd7aa
--- /dev/null
+++ b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/eos_eg/eg-48-al-wd0.01-20251123_214727/train.log
@@ -0,0 +1,13 @@
+2025-11-23 21:47:28,311 | INFO | LR factors: [1.4 1.  0.6]
+2025-11-23 21:47:29,529 | INFO | -------------------------------- EoS --------------------------------
+2025-11-23 21:47:29,529 | INFO | Starting LR test 1/3: lr=1.4000
+2025-11-23 21:47:29,529 | INFO | Starting EoS for LR factor 1.4000
+2025-11-23 21:47:29,529 | INFO | Starting EoS for checkpoint 48
+2025-11-23 21:47:29,530 | INFO | Starting EoS for model resnet50
+2025-11-23 21:47:30,024 | INFO | Model state successfully loaded
+2025-11-23 21:47:32,810 | INFO | Wrapped model with DDP
+2025-11-23 21:47:32,814 | INFO | Current learning rate: 0.16799999999999998
+2025-11-23 21:47:32,814 | INFO | Original learning rate: 0.12
+2025-11-23 21:47:32,842 | INFO | 🎯 Momentum Information:
+2025-11-23 21:47:32,842 | INFO |   Extracted vectors: 161
+2025-11-23 21:47:32,843 | INFO |   Has momentum state: True
diff --git a/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/eos_eg/eg-48-al-wd0.01-20251123_214854/train.jsonl b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/eos_eg/eg-48-al-wd0.01-20251123_214854/train.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/eos_eg/eg-48-al-wd0.01-20251123_214854/train.log b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/eos_eg/eg-48-al-wd0.01-20251123_214854/train.log
new file mode 100644
index 0000000000000000000000000000000000000000..1a6f36db678758d38ed65aded652a397ca141b76
--- /dev/null
+++ b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/eos_eg/eg-48-al-wd0.01-20251123_214854/train.log
@@ -0,0 +1,41 @@
+2025-11-23 21:48:55,082 | INFO | LR factors: [1.4 1.  0.6]
+2025-11-23 21:48:56,771 | INFO | -------------------------------- EoS --------------------------------
+2025-11-23 21:48:56,771 | INFO | Starting LR test 1/3: lr=1.4000
+2025-11-23 21:48:56,771 | INFO | Starting EoS for LR factor 1.4000
+2025-11-23 21:48:56,771 | INFO | Starting EoS for checkpoint 48
+2025-11-23 21:48:56,771 | INFO | Starting EoS for model resnet50
+2025-11-23 21:48:57,254 | INFO | Model state successfully loaded
+2025-11-23 21:48:59,369 | INFO | Wrapped model with DDP
+2025-11-23 21:48:59,371 | INFO | Current learning rate: 0.16799999999999998
+2025-11-23 21:48:59,372 | INFO | Original learning rate: 0.12
+2025-11-23 21:48:59,398 | INFO | 🎯 Momentum Information:
+2025-11-23 21:48:59,398 | INFO |   Extracted vectors: 161
+2025-11-23 21:48:59,398 | INFO |   Has momentum state: True
+2025-11-23 21:49:09,041 | INFO | exp_idx (0, 3) | lr_factor 1.400e+00 | epoch 049/100 | step 00000/00625 | lr 1.680e-01 | atrl 2.413e+00 | trl0 2.413e+00 | nm 1.058e+02 | nmx 4.734e-01 | 
+2025-11-23 21:49:12,858 | INFO | exp_idx (0, 3) | lr_factor 1.400e+00 | epoch 049/100 | step 00001/00625 | lr 1.680e-01 | atrl 2.402e+00 | trl0 2.399e+00 | nm 1.059e+02 | nmx 9.172e-01 | 
+2025-11-23 21:49:16,639 | INFO | exp_idx (0, 3) | lr_factor 1.400e+00 | epoch 049/100 | step 00002/00625 | lr 1.680e-01 | atrl 2.500e+00 | trl0 2.474e+00 | nm 1.059e+02 | nmx 1.336e+00 | 
+2025-11-23 21:49:20,381 | INFO | exp_idx (0, 3) | lr_factor 1.400e+00 | epoch 049/100 | step 00003/00625 | lr 1.680e-01 | atrl 2.460e+00 | trl0 2.420e+00 | nm 1.059e+02 | nmx 1.731e+00 | 
+2025-11-23 21:49:24,121 | INFO | exp_idx (0, 3) | lr_factor 1.400e+00 | epoch 049/100 | step 00004/00625 | lr 1.680e-01 | atrl 2.516e+00 | trl0 2.448e+00 | nm 1.059e+02 | nmx 2.105e+00 | 
+2025-11-23 21:49:27,862 | INFO | exp_idx (0, 3) | lr_factor 1.400e+00 | epoch 049/100 | step 00005/00625 | lr 1.680e-01 | atrl 2.472e+00 | trl0 2.380e+00 | nm 1.059e+02 | nmx 2.457e+00 | 
+2025-11-23 21:49:31,606 | INFO | exp_idx (0, 3) | lr_factor 1.400e+00 | epoch 049/100 | step 00006/00625 | lr 1.680e-01 | atrl 2.533e+00 | trl0 2.454e+00 | nm 1.059e+02 | nmx 2.795e+00 | 
+2025-11-23 21:49:35,348 | INFO | exp_idx (0, 3) | lr_factor 1.400e+00 | epoch 049/100 | step 00007/00625 | lr 1.680e-01 | atrl 2.554e+00 | trl0 2.470e+00 | nm 1.059e+02 | nmx 3.125e+00 | 
+2025-11-23 21:49:39,090 | INFO | exp_idx (0, 3) | lr_factor 1.400e+00 | epoch 049/100 | step 00008/00625 | lr 1.680e-01 | atrl 2.513e+00 | trl0 2.380e+00 | nm 1.059e+02 | nmx 3.446e+00 | 
+2025-11-23 21:49:42,831 | INFO | exp_idx (0, 3) | lr_factor 1.400e+00 | epoch 049/100 | step 00009/00625 | lr 1.680e-01 | atrl 2.484e+00 | trl0 2.365e+00 | nm 1.059e+02 | nmx 3.763e+00 | 
+2025-11-23 21:49:43,176 | INFO | -------------------------------- EoS --------------------------------
+2025-11-23 21:49:43,177 | INFO | Starting LR test 2/3: lr=1.0000
+2025-11-23 21:49:43,177 | INFO | Starting EoS for LR factor 1.0000
+2025-11-23 21:49:43,177 | INFO | Starting EoS for checkpoint 48
+2025-11-23 21:49:43,177 | INFO | Starting EoS for model resnet50
+2025-11-23 21:49:43,581 | INFO | Model state successfully loaded
+2025-11-23 21:49:43,835 | INFO | Wrapped model with DDP
+2025-11-23 21:49:43,838 | INFO | Current learning rate: 0.12
+2025-11-23 21:49:43,838 | INFO | Original learning rate: 0.12
+2025-11-23 21:49:43,863 | INFO | 🎯 Momentum Information:
+2025-11-23 21:49:43,863 | INFO |   Extracted vectors: 161
+2025-11-23 21:49:43,863 | INFO |   Has momentum state: True
+2025-11-23 21:49:52,111 | INFO | exp_idx (1, 3) | lr_factor 1.000e+00 | epoch 049/100 | step 00000/00625 | lr 1.200e-01 | atrl 2.413e+00 | trl0 2.413e+00 | nm 1.058e+02 | nmx 3.381e-01 | 
+2025-11-23 21:49:55,947 | INFO | exp_idx (1, 3) | lr_factor 1.000e+00 | epoch 049/100 | step 00001/00625 | lr 1.200e-01 | atrl 2.396e+00 | trl0 2.399e+00 | nm 1.058e+02 | nmx 6.578e-01 | 
+2025-11-23 21:49:59,742 | INFO | exp_idx (1, 3) | lr_factor 1.000e+00 | epoch 049/100 | step 00002/00625 | lr 1.200e-01 | atrl 2.480e+00 | trl0 2.474e+00 | nm 1.058e+02 | nmx 9.622e-01 | 
+2025-11-23 21:50:03,630 | INFO | exp_idx (1, 3) | lr_factor 1.000e+00 | epoch 049/100 | step 00003/00625 | lr 1.200e-01 | atrl 2.431e+00 | trl0 2.420e+00 | nm 1.058e+02 | nmx 1.251e+00 | 
+2025-11-23 21:50:07,502 | INFO | exp_idx (1, 3) | lr_factor 1.000e+00 | epoch 049/100 | step 00004/00625 | lr 1.200e-01 | atrl 2.468e+00 | trl0 2.448e+00 | nm 1.058e+02 | nmx 1.526e+00 | 
+2025-11-23 21:50:11,283 | INFO | exp_idx (1, 3) | lr_factor 1.000e+00 | epoch 049/100 | step 00005/00625 | lr 1.200e-01 | atrl 2.403e+00 | trl0 2.380e+00 | nm 1.058e+02 | nmx 1.786e+00 | 
diff --git a/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/eos_eg/eg-8-al-wd1-20251124_114421/train.jsonl b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/eos_eg/eg-8-al-wd1-20251124_114421/train.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/eos_eg/eg-8-al-wd1-20251124_114421/train.log b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/eos_eg/eg-8-al-wd1-20251124_114421/train.log
new file mode 100644
index 0000000000000000000000000000000000000000..cf4553e0a821459742859ef6ded8710298614d11
--- /dev/null
+++ b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/eos_eg/eg-8-al-wd1-20251124_114421/train.log
@@ -0,0 +1,13 @@
+2025-11-24 11:44:22,175 | INFO | LR factors: [1.4 1.  0.6]
+2025-11-24 11:44:24,488 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 11:44:24,488 | INFO | Starting LR test 1/3: lr=1.4000
+2025-11-24 11:44:24,488 | INFO | Starting EoS for LR factor 1.4000
+2025-11-24 11:44:24,488 | INFO | Starting EoS for checkpoint 8
+2025-11-24 11:44:24,489 | INFO | Starting EoS for model resnet50
+2025-11-24 11:44:24,957 | INFO | Model state successfully loaded
+2025-11-24 11:44:26,299 | INFO | Wrapped model with DDP
+2025-11-24 11:44:26,302 | INFO | Current learning rate: 1.5121679999999995
+2025-11-24 11:44:26,302 | INFO | Original learning rate: 1.0801199999999997
+2025-11-24 11:44:26,328 | INFO | 🎯 Momentum Information:
+2025-11-24 11:44:26,328 | INFO |   Extracted vectors: 161
+2025-11-24 11:44:26,328 | INFO |   Has momentum state: True
diff --git a/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/eos_tl/ckpt-2/train.jsonl b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/eos_tl/ckpt-2/train.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/eos_tl/ckpt-28/train.jsonl b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/eos_tl/ckpt-28/train.jsonl
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index 0000000000000000000000000000000000000000..d48d4dc37db92a80472753351a29a3f461f2bdcb
--- /dev/null
+++ b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/eos_tl/ckpt-28/train.jsonl
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diff --git a/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/eos_tl/ckpt-28/train.log b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/eos_tl/ckpt-28/train.log
new file mode 100644
index 0000000000000000000000000000000000000000..5208d61e7ad79ade93f68adfb1c67d0db51e0ff9
--- /dev/null
+++ b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/eos_tl/ckpt-28/train.log
@@ -0,0 +1,290 @@
+2025-09-17 17:02:29,058 | INFO | -------------------------------- EoS --------------------------------
+2025-09-17 17:02:29,058 | INFO | Starting LR test 1/5: lr=0.6000
+2025-09-17 17:02:29,058 | INFO | Starting EoS for LR factor 0.6000
+2025-09-17 17:02:29,058 | INFO | Starting EoS for checkpoint 28
+2025-09-17 17:02:29,058 | INFO | Starting EoS for model resnet50
+2025-09-17 17:02:29,554 | INFO | Model state successfully loaded
+2025-09-17 17:02:31,744 | INFO | Wrapped model with DDP
+2025-09-17 17:02:31,762 | INFO | Successfully loaded optimizer and scheduler
+2025-09-17 17:02:36,635 | INFO | exp_idx (0, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 000/625 | lr 7.200e-01 | trl 3.322e+00 | trl1 3.164e+00 | nm 1.495e+02 | 
+2025-09-17 17:02:37,395 | INFO | exp_idx (0, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 001/625 | lr 7.200e-01 | trl 3.332e+00 | trl1 3.404e+00 | nm 1.495e+02 | 
+2025-09-17 17:02:38,139 | INFO | exp_idx (0, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 002/625 | lr 7.200e-01 | trl 3.199e+00 | trl1 3.146e+00 | nm 1.495e+02 | 
+2025-09-17 17:02:38,883 | INFO | exp_idx (0, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 003/625 | lr 7.200e-01 | trl 3.135e+00 | trl1 3.171e+00 | nm 1.495e+02 | 
+2025-09-17 17:02:39,626 | INFO | exp_idx (0, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 004/625 | lr 7.200e-01 | trl 3.134e+00 | trl1 3.004e+00 | nm 1.495e+02 | 
+2025-09-17 17:02:40,371 | INFO | exp_idx (0, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 005/625 | lr 7.200e-01 | trl 3.167e+00 | trl1 3.007e+00 | nm 1.494e+02 | 
+2025-09-17 17:02:41,113 | INFO | exp_idx (0, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 006/625 | lr 7.200e-01 | trl 3.173e+00 | trl1 3.177e+00 | nm 1.494e+02 | 
+2025-09-17 17:02:41,857 | INFO | exp_idx (0, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 007/625 | lr 7.200e-01 | trl 3.124e+00 | trl1 3.017e+00 | nm 1.494e+02 | 
+2025-09-17 17:02:42,599 | INFO | exp_idx (0, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 008/625 | lr 7.200e-01 | trl 3.103e+00 | trl1 3.226e+00 | nm 1.494e+02 | 
+2025-09-17 17:02:43,343 | INFO | exp_idx (0, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 009/625 | lr 7.200e-01 | trl 3.154e+00 | trl1 3.261e+00 | nm 1.494e+02 | 
+2025-09-17 17:02:44,085 | INFO | exp_idx (0, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 010/625 | lr 7.200e-01 | trl 3.134e+00 | trl1 3.191e+00 | nm 1.493e+02 | 
+2025-09-17 17:02:44,828 | INFO | exp_idx (0, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 011/625 | lr 7.200e-01 | trl 3.051e+00 | trl1 2.940e+00 | nm 1.493e+02 | 
+2025-09-17 17:02:45,571 | INFO | exp_idx (0, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 012/625 | lr 7.200e-01 | trl 3.100e+00 | trl1 3.049e+00 | nm 1.493e+02 | 
+2025-09-17 17:02:46,314 | INFO | exp_idx (0, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 013/625 | lr 7.200e-01 | trl 3.173e+00 | trl1 3.116e+00 | nm 1.493e+02 | 
+2025-09-17 17:02:47,056 | INFO | exp_idx (0, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 014/625 | lr 7.200e-01 | trl 3.088e+00 | trl1 3.283e+00 | nm 1.492e+02 | 
+2025-09-17 17:02:47,799 | INFO | exp_idx (0, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 015/625 | lr 7.200e-01 | trl 3.051e+00 | trl1 3.148e+00 | nm 1.492e+02 | 
+2025-09-17 17:02:48,541 | INFO | exp_idx (0, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 016/625 | lr 7.200e-01 | trl 3.081e+00 | trl1 3.032e+00 | nm 1.492e+02 | 
+2025-09-17 17:02:49,285 | INFO | exp_idx (0, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 017/625 | lr 7.200e-01 | trl 3.083e+00 | trl1 3.212e+00 | nm 1.491e+02 | 
+2025-09-17 17:02:50,027 | INFO | exp_idx (0, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 018/625 | lr 7.200e-01 | trl 3.035e+00 | trl1 3.000e+00 | nm 1.491e+02 | 
+2025-09-17 17:02:50,770 | INFO | exp_idx (0, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 019/625 | lr 7.200e-01 | trl 2.998e+00 | trl1 3.002e+00 | nm 1.491e+02 | 
+2025-09-17 17:02:51,513 | INFO | exp_idx (0, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 020/625 | lr 7.200e-01 | trl 3.041e+00 | trl1 2.870e+00 | nm 1.491e+02 | 
+2025-09-17 17:02:52,256 | INFO | exp_idx (0, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 021/625 | lr 7.200e-01 | trl 3.069e+00 | trl1 3.084e+00 | nm 1.490e+02 | 
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+2025-09-17 17:02:53,741 | INFO | exp_idx (0, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 023/625 | lr 7.200e-01 | trl 3.016e+00 | trl1 2.835e+00 | nm 1.490e+02 | 
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+2025-09-17 17:02:55,227 | INFO | exp_idx (0, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 025/625 | lr 7.200e-01 | trl 3.082e+00 | trl1 3.083e+00 | nm 1.489e+02 | 
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+2025-09-17 17:02:56,714 | INFO | exp_idx (0, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 027/625 | lr 7.200e-01 | trl 3.060e+00 | trl1 3.205e+00 | nm 1.488e+02 | 
+2025-09-17 17:02:57,456 | INFO | exp_idx (0, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 028/625 | lr 7.200e-01 | trl 3.129e+00 | trl1 3.064e+00 | nm 1.488e+02 | 
+2025-09-17 17:02:58,200 | INFO | exp_idx (0, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 029/625 | lr 7.200e-01 | trl 3.013e+00 | trl1 2.938e+00 | nm 1.487e+02 | 
+2025-09-17 17:02:58,941 | INFO | exp_idx (0, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 030/625 | lr 7.200e-01 | trl 3.097e+00 | trl1 3.340e+00 | nm 1.487e+02 | 
+2025-09-17 17:02:59,684 | INFO | exp_idx (0, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 031/625 | lr 7.200e-01 | trl 3.029e+00 | trl1 2.911e+00 | nm 1.487e+02 | 
+2025-09-17 17:03:00,426 | INFO | exp_idx (0, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 032/625 | lr 7.200e-01 | trl 3.113e+00 | trl1 3.121e+00 | nm 1.486e+02 | 
+2025-09-17 17:03:01,170 | INFO | exp_idx (0, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 033/625 | lr 7.200e-01 | trl 3.081e+00 | trl1 2.898e+00 | nm 1.486e+02 | 
+2025-09-17 17:03:01,911 | INFO | exp_idx (0, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 034/625 | lr 7.200e-01 | trl 3.046e+00 | trl1 3.100e+00 | nm 1.486e+02 | 
+2025-09-17 17:03:02,654 | INFO | exp_idx (0, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 035/625 | lr 7.200e-01 | trl 3.024e+00 | trl1 3.247e+00 | nm 1.485e+02 | 
+2025-09-17 17:03:03,396 | INFO | exp_idx (0, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 036/625 | lr 7.200e-01 | trl 3.045e+00 | trl1 2.950e+00 | nm 1.485e+02 | 
+2025-09-17 17:03:04,141 | INFO | exp_idx (0, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 037/625 | lr 7.200e-01 | trl 3.016e+00 | trl1 3.272e+00 | nm 1.484e+02 | 
+2025-09-17 17:03:04,884 | INFO | exp_idx (0, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 038/625 | lr 7.200e-01 | trl 3.013e+00 | trl1 2.963e+00 | nm 1.484e+02 | 
+2025-09-17 17:03:05,627 | INFO | exp_idx (0, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 039/625 | lr 7.200e-01 | trl 3.033e+00 | trl1 3.193e+00 | nm 1.484e+02 | 
+2025-09-17 17:03:06,369 | INFO | exp_idx (0, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 040/625 | lr 7.200e-01 | trl 3.058e+00 | trl1 2.841e+00 | nm 1.483e+02 | 
+2025-09-17 17:03:07,112 | INFO | exp_idx (0, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 041/625 | lr 7.200e-01 | trl 2.991e+00 | trl1 3.079e+00 | nm 1.483e+02 | 
+2025-09-17 17:03:07,855 | INFO | exp_idx (0, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 042/625 | lr 7.200e-01 | trl 3.015e+00 | trl1 3.005e+00 | nm 1.483e+02 | 
+2025-09-17 17:03:08,599 | INFO | exp_idx (0, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 043/625 | lr 7.200e-01 | trl 3.026e+00 | trl1 2.896e+00 | nm 1.482e+02 | 
+2025-09-17 17:03:09,342 | INFO | exp_idx (0, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 044/625 | lr 7.200e-01 | trl 3.027e+00 | trl1 2.933e+00 | nm 1.482e+02 | 
+2025-09-17 17:03:10,086 | INFO | exp_idx (0, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 045/625 | lr 7.200e-01 | trl 3.036e+00 | trl1 2.835e+00 | nm 1.481e+02 | 
+2025-09-17 17:03:10,829 | INFO | exp_idx (0, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 046/625 | lr 7.200e-01 | trl 2.943e+00 | trl1 2.843e+00 | nm 1.481e+02 | 
+2025-09-17 17:03:11,572 | INFO | exp_idx (0, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 047/625 | lr 7.200e-01 | trl 3.008e+00 | trl1 2.804e+00 | nm 1.481e+02 | 
+2025-09-17 17:03:12,314 | INFO | exp_idx (0, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 048/625 | lr 7.200e-01 | trl 2.985e+00 | trl1 3.077e+00 | nm 1.480e+02 | 
+2025-09-17 17:03:13,057 | INFO | exp_idx (0, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 049/625 | lr 7.200e-01 | trl 3.061e+00 | trl1 3.129e+00 | nm 1.480e+02 | 
+2025-09-17 17:03:13,179 | INFO | -------------------------------- EoS --------------------------------
+2025-09-17 17:03:13,179 | INFO | Starting LR test 2/5: lr=0.8000
+2025-09-17 17:03:13,179 | INFO | Starting EoS for LR factor 0.8000
+2025-09-17 17:03:13,179 | INFO | Starting EoS for checkpoint 28
+2025-09-17 17:03:13,180 | INFO | Starting EoS for model resnet50
+2025-09-17 17:03:13,579 | INFO | Model state successfully loaded
+2025-09-17 17:03:13,661 | INFO | Wrapped model with DDP
+2025-09-17 17:03:13,670 | INFO | Successfully loaded optimizer and scheduler
+2025-09-17 17:03:18,030 | INFO | exp_idx (1, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 000/625 | lr 9.600e-01 | trl 3.322e+00 | trl1 3.164e+00 | nm 1.495e+02 | 
+2025-09-17 17:03:18,836 | INFO | exp_idx (1, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 001/625 | lr 9.600e-01 | trl 3.336e+00 | trl1 3.413e+00 | nm 1.495e+02 | 
+2025-09-17 17:03:19,582 | INFO | exp_idx (1, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 002/625 | lr 9.600e-01 | trl 3.215e+00 | trl1 3.164e+00 | nm 1.495e+02 | 
+2025-09-17 17:03:20,326 | INFO | exp_idx (1, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 003/625 | lr 9.600e-01 | trl 3.162e+00 | trl1 3.192e+00 | nm 1.495e+02 | 
+2025-09-17 17:03:21,070 | INFO | exp_idx (1, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 004/625 | lr 9.600e-01 | trl 3.168e+00 | trl1 3.038e+00 | nm 1.495e+02 | 
+2025-09-17 17:03:21,814 | INFO | exp_idx (1, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 005/625 | lr 9.600e-01 | trl 3.207e+00 | trl1 3.047e+00 | nm 1.495e+02 | 
+2025-09-17 17:03:22,557 | INFO | exp_idx (1, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 006/625 | lr 9.600e-01 | trl 3.243e+00 | trl1 3.242e+00 | nm 1.494e+02 | 
+2025-09-17 17:03:23,301 | INFO | exp_idx (1, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 007/625 | lr 9.600e-01 | trl 3.169e+00 | trl1 3.062e+00 | nm 1.494e+02 | 
+2025-09-17 17:03:24,045 | INFO | exp_idx (1, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 008/625 | lr 9.600e-01 | trl 3.159e+00 | trl1 3.287e+00 | nm 1.494e+02 | 
+2025-09-17 17:03:24,789 | INFO | exp_idx (1, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 009/625 | lr 9.600e-01 | trl 3.214e+00 | trl1 3.318e+00 | nm 1.494e+02 | 
+2025-09-17 17:03:25,533 | INFO | exp_idx (1, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 010/625 | lr 9.600e-01 | trl 3.210e+00 | trl1 3.262e+00 | nm 1.494e+02 | 
+2025-09-17 17:03:26,279 | INFO | exp_idx (1, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 011/625 | lr 9.600e-01 | trl 3.116e+00 | trl1 3.016e+00 | nm 1.494e+02 | 
+2025-09-17 17:03:27,022 | INFO | exp_idx (1, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 012/625 | lr 9.600e-01 | trl 3.166e+00 | trl1 3.128e+00 | nm 1.494e+02 | 
+2025-09-17 17:03:27,765 | INFO | exp_idx (1, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 013/625 | lr 9.600e-01 | trl 3.250e+00 | trl1 3.210e+00 | nm 1.493e+02 | 
+2025-09-17 17:03:28,508 | INFO | exp_idx (1, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 014/625 | lr 9.600e-01 | trl 3.187e+00 | trl1 3.397e+00 | nm 1.493e+02 | 
+2025-09-17 17:03:29,251 | INFO | exp_idx (1, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 015/625 | lr 9.600e-01 | trl 3.136e+00 | trl1 3.239e+00 | nm 1.493e+02 | 
+2025-09-17 17:03:29,995 | INFO | exp_idx (1, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 016/625 | lr 9.600e-01 | trl 3.160e+00 | trl1 3.122e+00 | nm 1.493e+02 | 
+2025-09-17 17:03:30,741 | INFO | exp_idx (1, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 017/625 | lr 9.600e-01 | trl 3.152e+00 | trl1 3.252e+00 | nm 1.493e+02 | 
+2025-09-17 17:03:31,484 | INFO | exp_idx (1, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 018/625 | lr 9.600e-01 | trl 3.117e+00 | trl1 3.061e+00 | nm 1.493e+02 | 
+2025-09-17 17:03:32,227 | INFO | exp_idx (1, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 019/625 | lr 9.600e-01 | trl 3.107e+00 | trl1 3.085e+00 | nm 1.492e+02 | 
+2025-09-17 17:03:32,970 | INFO | exp_idx (1, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 020/625 | lr 9.600e-01 | trl 3.117e+00 | trl1 2.916e+00 | nm 1.492e+02 | 
+2025-09-17 17:03:33,714 | INFO | exp_idx (1, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 021/625 | lr 9.600e-01 | trl 3.166e+00 | trl1 3.171e+00 | nm 1.492e+02 | 
+2025-09-17 17:03:34,457 | INFO | exp_idx (1, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 022/625 | lr 9.600e-01 | trl 3.112e+00 | trl1 3.073e+00 | nm 1.492e+02 | 
+2025-09-17 17:03:35,201 | INFO | exp_idx (1, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 023/625 | lr 9.600e-01 | trl 3.123e+00 | trl1 2.942e+00 | nm 1.491e+02 | 
+2025-09-17 17:03:35,944 | INFO | exp_idx (1, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 024/625 | lr 9.600e-01 | trl 3.174e+00 | trl1 3.099e+00 | nm 1.491e+02 | 
+2025-09-17 17:03:36,688 | INFO | exp_idx (1, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 025/625 | lr 9.600e-01 | trl 3.182e+00 | trl1 3.197e+00 | nm 1.491e+02 | 
+2025-09-17 17:03:37,431 | INFO | exp_idx (1, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 026/625 | lr 9.600e-01 | trl 3.186e+00 | trl1 3.053e+00 | nm 1.491e+02 | 
+2025-09-17 17:03:38,175 | INFO | exp_idx (1, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 027/625 | lr 9.600e-01 | trl 3.155e+00 | trl1 3.291e+00 | nm 1.490e+02 | 
+2025-09-17 17:03:38,919 | INFO | exp_idx (1, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 028/625 | lr 9.600e-01 | trl 3.234e+00 | trl1 3.162e+00 | nm 1.490e+02 | 
+2025-09-17 17:03:39,662 | INFO | exp_idx (1, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 029/625 | lr 9.600e-01 | trl 3.106e+00 | trl1 3.021e+00 | nm 1.490e+02 | 
+2025-09-17 17:03:40,407 | INFO | exp_idx (1, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 030/625 | lr 9.600e-01 | trl 3.203e+00 | trl1 3.522e+00 | nm 1.490e+02 | 
+2025-09-17 17:03:41,153 | INFO | exp_idx (1, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 031/625 | lr 9.600e-01 | trl 3.143e+00 | trl1 3.066e+00 | nm 1.490e+02 | 
+2025-09-17 17:03:41,898 | INFO | exp_idx (1, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 032/625 | lr 9.600e-01 | trl 3.208e+00 | trl1 3.227e+00 | nm 1.489e+02 | 
+2025-09-17 17:03:42,642 | INFO | exp_idx (1, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 033/625 | lr 9.600e-01 | trl 3.172e+00 | trl1 2.989e+00 | nm 1.489e+02 | 
+2025-09-17 17:03:43,387 | INFO | exp_idx (1, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 034/625 | lr 9.600e-01 | trl 3.171e+00 | trl1 3.209e+00 | nm 1.489e+02 | 
+2025-09-17 17:03:44,134 | INFO | exp_idx (1, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 035/625 | lr 9.600e-01 | trl 3.108e+00 | trl1 3.307e+00 | nm 1.489e+02 | 
+2025-09-17 17:03:44,881 | INFO | exp_idx (1, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 036/625 | lr 9.600e-01 | trl 3.121e+00 | trl1 2.989e+00 | nm 1.488e+02 | 
+2025-09-17 17:03:45,627 | INFO | exp_idx (1, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 037/625 | lr 9.600e-01 | trl 3.103e+00 | trl1 3.400e+00 | nm 1.488e+02 | 
+2025-09-17 17:03:46,373 | INFO | exp_idx (1, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 038/625 | lr 9.600e-01 | trl 3.092e+00 | trl1 3.014e+00 | nm 1.488e+02 | 
+2025-09-17 17:03:47,116 | INFO | exp_idx (1, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 039/625 | lr 9.600e-01 | trl 3.139e+00 | trl1 3.278e+00 | nm 1.488e+02 | 
+2025-09-17 17:03:47,862 | INFO | exp_idx (1, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 040/625 | lr 9.600e-01 | trl 3.154e+00 | trl1 2.906e+00 | nm 1.487e+02 | 
+2025-09-17 17:03:48,605 | INFO | exp_idx (1, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 041/625 | lr 9.600e-01 | trl 3.100e+00 | trl1 3.184e+00 | nm 1.487e+02 | 
+2025-09-17 17:03:49,351 | INFO | exp_idx (1, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 042/625 | lr 9.600e-01 | trl 3.130e+00 | trl1 3.153e+00 | nm 1.487e+02 | 
+2025-09-17 17:03:50,095 | INFO | exp_idx (1, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 043/625 | lr 9.600e-01 | trl 3.126e+00 | trl1 2.995e+00 | nm 1.487e+02 | 
+2025-09-17 17:03:50,839 | INFO | exp_idx (1, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 044/625 | lr 9.600e-01 | trl 3.131e+00 | trl1 3.019e+00 | nm 1.486e+02 | 
+2025-09-17 17:03:51,583 | INFO | exp_idx (1, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 045/625 | lr 9.600e-01 | trl 3.141e+00 | trl1 2.972e+00 | nm 1.486e+02 | 
+2025-09-17 17:03:52,327 | INFO | exp_idx (1, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 046/625 | lr 9.600e-01 | trl 3.020e+00 | trl1 2.933e+00 | nm 1.486e+02 | 
+2025-09-17 17:03:53,071 | INFO | exp_idx (1, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 047/625 | lr 9.600e-01 | trl 3.107e+00 | trl1 2.932e+00 | nm 1.486e+02 | 
+2025-09-17 17:03:53,814 | INFO | exp_idx (1, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 048/625 | lr 9.600e-01 | trl 3.114e+00 | trl1 3.165e+00 | nm 1.485e+02 | 
+2025-09-17 17:03:54,557 | INFO | exp_idx (1, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 049/625 | lr 9.600e-01 | trl 3.173e+00 | trl1 3.225e+00 | nm 1.485e+02 | 
+2025-09-17 17:03:54,980 | INFO | -------------------------------- EoS --------------------------------
+2025-09-17 17:03:54,980 | INFO | Starting LR test 3/5: lr=1.0000
+2025-09-17 17:03:54,980 | INFO | Starting EoS for LR factor 1.0000
+2025-09-17 17:03:54,980 | INFO | Starting EoS for checkpoint 28
+2025-09-17 17:03:54,981 | INFO | Starting EoS for model resnet50
+2025-09-17 17:03:55,382 | INFO | Model state successfully loaded
+2025-09-17 17:03:55,475 | INFO | Wrapped model with DDP
+2025-09-17 17:03:55,484 | INFO | Successfully loaded optimizer and scheduler
+2025-09-17 17:03:59,373 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 000/625 | lr 1.200e+00 | trl 3.322e+00 | trl1 3.164e+00 | nm 1.495e+02 | 
+2025-09-17 17:04:00,116 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 001/625 | lr 1.200e+00 | trl 3.346e+00 | trl1 3.426e+00 | nm 1.495e+02 | 
+2025-09-17 17:04:00,858 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 002/625 | lr 1.200e+00 | trl 3.239e+00 | trl1 3.191e+00 | nm 1.495e+02 | 
+2025-09-17 17:04:01,601 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 003/625 | lr 1.200e+00 | trl 3.198e+00 | trl1 3.223e+00 | nm 1.495e+02 | 
+2025-09-17 17:04:02,342 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 004/625 | lr 1.200e+00 | trl 3.212e+00 | trl1 3.076e+00 | nm 1.495e+02 | 
+2025-09-17 17:04:03,084 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 005/625 | lr 1.200e+00 | trl 3.271e+00 | trl1 3.099e+00 | nm 1.495e+02 | 
+2025-09-17 17:04:03,827 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 006/625 | lr 1.200e+00 | trl 3.310e+00 | trl1 3.313e+00 | nm 1.495e+02 | 
+2025-09-17 17:04:04,570 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 007/625 | lr 1.200e+00 | trl 3.233e+00 | trl1 3.120e+00 | nm 1.495e+02 | 
+2025-09-17 17:04:05,311 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 008/625 | lr 1.200e+00 | trl 3.224e+00 | trl1 3.356e+00 | nm 1.495e+02 | 
+2025-09-17 17:04:06,055 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 009/625 | lr 1.200e+00 | trl 3.292e+00 | trl1 3.380e+00 | nm 1.495e+02 | 
+2025-09-17 17:04:06,797 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 010/625 | lr 1.200e+00 | trl 3.279e+00 | trl1 3.346e+00 | nm 1.495e+02 | 
+2025-09-17 17:04:07,540 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 011/625 | lr 1.200e+00 | trl 3.199e+00 | trl1 3.113e+00 | nm 1.495e+02 | 
+2025-09-17 17:04:08,281 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 012/625 | lr 1.200e+00 | trl 3.239e+00 | trl1 3.247e+00 | nm 1.495e+02 | 
+2025-09-17 17:04:09,024 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 013/625 | lr 1.200e+00 | trl 3.343e+00 | trl1 3.311e+00 | nm 1.495e+02 | 
+2025-09-17 17:04:09,766 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 014/625 | lr 1.200e+00 | trl 3.273e+00 | trl1 3.468e+00 | nm 1.495e+02 | 
+2025-09-17 17:04:10,508 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 015/625 | lr 1.200e+00 | trl 3.228e+00 | trl1 3.332e+00 | nm 1.495e+02 | 
+2025-09-17 17:04:11,251 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 016/625 | lr 1.200e+00 | trl 3.236e+00 | trl1 3.221e+00 | nm 1.495e+02 | 
+2025-09-17 17:04:11,994 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 017/625 | lr 1.200e+00 | trl 3.231e+00 | trl1 3.324e+00 | nm 1.495e+02 | 
+2025-09-17 17:04:12,737 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 018/625 | lr 1.200e+00 | trl 3.207e+00 | trl1 3.129e+00 | nm 1.495e+02 | 
+2025-09-17 17:04:13,480 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 019/625 | lr 1.200e+00 | trl 3.213e+00 | trl1 3.218e+00 | nm 1.495e+02 | 
+2025-09-17 17:04:14,223 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 020/625 | lr 1.200e+00 | trl 3.207e+00 | trl1 3.058e+00 | nm 1.495e+02 | 
+2025-09-17 17:04:14,965 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 021/625 | lr 1.200e+00 | trl 3.254e+00 | trl1 3.270e+00 | nm 1.495e+02 | 
+2025-09-17 17:04:15,707 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 022/625 | lr 1.200e+00 | trl 3.219e+00 | trl1 3.215e+00 | nm 1.495e+02 | 
+2025-09-17 17:04:16,450 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 023/625 | lr 1.200e+00 | trl 3.227e+00 | trl1 3.076e+00 | nm 1.495e+02 | 
+2025-09-17 17:04:17,192 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 024/625 | lr 1.200e+00 | trl 3.261e+00 | trl1 3.172e+00 | nm 1.495e+02 | 
+2025-09-17 17:04:17,934 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 025/625 | lr 1.200e+00 | trl 3.277e+00 | trl1 3.296e+00 | nm 1.495e+02 | 
+2025-09-17 17:04:18,676 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 026/625 | lr 1.200e+00 | trl 3.282e+00 | trl1 3.137e+00 | nm 1.495e+02 | 
+2025-09-17 17:04:19,418 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 027/625 | lr 1.200e+00 | trl 3.297e+00 | trl1 3.437e+00 | nm 1.495e+02 | 
+2025-09-17 17:04:20,160 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 028/625 | lr 1.200e+00 | trl 3.350e+00 | trl1 3.280e+00 | nm 1.495e+02 | 
+2025-09-17 17:04:20,906 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 029/625 | lr 1.200e+00 | trl 3.215e+00 | trl1 3.130e+00 | nm 1.495e+02 | 
+2025-09-17 17:04:21,648 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 030/625 | lr 1.200e+00 | trl 3.332e+00 | trl1 3.663e+00 | nm 1.495e+02 | 
+2025-09-17 17:04:22,391 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 031/625 | lr 1.200e+00 | trl 3.259e+00 | trl1 3.168e+00 | nm 1.496e+02 | 
+2025-09-17 17:04:23,133 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 032/625 | lr 1.200e+00 | trl 3.313e+00 | trl1 3.341e+00 | nm 1.496e+02 | 
+2025-09-17 17:04:23,875 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 033/625 | lr 1.200e+00 | trl 3.341e+00 | trl1 3.207e+00 | nm 1.496e+02 | 
+2025-09-17 17:04:24,617 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 034/625 | lr 1.200e+00 | trl 3.288e+00 | trl1 3.292e+00 | nm 1.496e+02 | 
+2025-09-17 17:04:25,359 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 035/625 | lr 1.200e+00 | trl 3.219e+00 | trl1 3.380e+00 | nm 1.496e+02 | 
+2025-09-17 17:04:26,101 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 036/625 | lr 1.200e+00 | trl 3.264e+00 | trl1 3.167e+00 | nm 1.496e+02 | 
+2025-09-17 17:04:26,844 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 037/625 | lr 1.200e+00 | trl 3.199e+00 | trl1 3.524e+00 | nm 1.496e+02 | 
+2025-09-17 17:04:27,586 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 038/625 | lr 1.200e+00 | trl 3.258e+00 | trl1 3.182e+00 | nm 1.496e+02 | 
+2025-09-17 17:04:28,328 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 039/625 | lr 1.200e+00 | trl 3.272e+00 | trl1 3.382e+00 | nm 1.496e+02 | 
+2025-09-17 17:04:29,070 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 040/625 | lr 1.200e+00 | trl 3.277e+00 | trl1 3.023e+00 | nm 1.496e+02 | 
+2025-09-17 17:04:29,813 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 041/625 | lr 1.200e+00 | trl 3.218e+00 | trl1 3.320e+00 | nm 1.496e+02 | 
+2025-09-17 17:04:30,554 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 042/625 | lr 1.200e+00 | trl 3.232e+00 | trl1 3.211e+00 | nm 1.496e+02 | 
+2025-09-17 17:04:31,297 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 043/625 | lr 1.200e+00 | trl 3.244e+00 | trl1 3.066e+00 | nm 1.496e+02 | 
+2025-09-17 17:04:32,039 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 044/625 | lr 1.200e+00 | trl 3.258e+00 | trl1 3.174e+00 | nm 1.496e+02 | 
+2025-09-17 17:04:32,786 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 045/625 | lr 1.200e+00 | trl 3.246e+00 | trl1 3.152e+00 | nm 1.496e+02 | 
+2025-09-17 17:04:33,529 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 046/625 | lr 1.200e+00 | trl 3.126e+00 | trl1 3.058e+00 | nm 1.496e+02 | 
+2025-09-17 17:04:34,272 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 047/625 | lr 1.200e+00 | trl 3.231e+00 | trl1 3.012e+00 | nm 1.496e+02 | 
+2025-09-17 17:04:35,014 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 048/625 | lr 1.200e+00 | trl 3.239e+00 | trl1 3.267e+00 | nm 1.496e+02 | 
+2025-09-17 17:04:35,756 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 049/625 | lr 1.200e+00 | trl 3.310e+00 | trl1 3.398e+00 | nm 1.496e+02 | 
+2025-09-17 17:04:36,087 | INFO | -------------------------------- EoS --------------------------------
+2025-09-17 17:04:36,088 | INFO | Starting LR test 4/5: lr=1.2000
+2025-09-17 17:04:36,088 | INFO | Starting EoS for LR factor 1.2000
+2025-09-17 17:04:36,088 | INFO | Starting EoS for checkpoint 28
+2025-09-17 17:04:36,088 | INFO | Starting EoS for model resnet50
+2025-09-17 17:04:36,475 | INFO | Model state successfully loaded
+2025-09-17 17:04:36,499 | INFO | Wrapped model with DDP
+2025-09-17 17:04:36,521 | INFO | Successfully loaded optimizer and scheduler
+2025-09-17 17:04:40,405 | INFO | exp_idx (3, 5) | lr_factor 1.200e+00 | epoch 029/100 | step 000/625 | lr 1.440e+00 | trl 3.322e+00 | trl1 3.164e+00 | nm 1.495e+02 | 
+2025-09-17 17:04:41,149 | INFO | exp_idx (3, 5) | lr_factor 1.200e+00 | epoch 029/100 | step 001/625 | lr 1.440e+00 | trl 3.361e+00 | trl1 3.443e+00 | nm 1.495e+02 | 
+2025-09-17 17:04:41,891 | INFO | exp_idx (3, 5) | lr_factor 1.200e+00 | epoch 029/100 | step 002/625 | lr 1.440e+00 | trl 3.270e+00 | trl1 3.223e+00 | nm 1.495e+02 | 
+2025-09-17 17:04:42,634 | INFO | exp_idx (3, 5) | lr_factor 1.200e+00 | epoch 029/100 | step 003/625 | lr 1.440e+00 | trl 3.233e+00 | trl1 3.263e+00 | nm 1.495e+02 | 
+2025-09-17 17:04:43,379 | INFO | exp_idx (3, 5) | lr_factor 1.200e+00 | epoch 029/100 | step 004/625 | lr 1.440e+00 | trl 3.263e+00 | trl1 3.124e+00 | nm 1.495e+02 | 
+2025-09-17 17:04:44,123 | INFO | exp_idx (3, 5) | lr_factor 1.200e+00 | epoch 029/100 | step 005/625 | lr 1.440e+00 | trl 3.334e+00 | trl1 3.156e+00 | nm 1.496e+02 | 
+2025-09-17 17:04:44,866 | INFO | exp_idx (3, 5) | lr_factor 1.200e+00 | epoch 029/100 | step 006/625 | lr 1.440e+00 | trl 3.387e+00 | trl1 3.393e+00 | nm 1.496e+02 | 
+2025-09-17 17:04:45,609 | INFO | exp_idx (3, 5) | lr_factor 1.200e+00 | epoch 029/100 | step 007/625 | lr 1.440e+00 | trl 3.307e+00 | trl1 3.188e+00 | nm 1.496e+02 | 
+2025-09-17 17:04:46,351 | INFO | exp_idx (3, 5) | lr_factor 1.200e+00 | epoch 029/100 | step 008/625 | lr 1.440e+00 | trl 3.320e+00 | trl1 3.453e+00 | nm 1.496e+02 | 
+2025-09-17 17:04:47,094 | INFO | exp_idx (3, 5) | lr_factor 1.200e+00 | epoch 029/100 | step 009/625 | lr 1.440e+00 | trl 3.371e+00 | trl1 3.484e+00 | nm 1.497e+02 | 
+2025-09-17 17:04:47,837 | INFO | exp_idx (3, 5) | lr_factor 1.200e+00 | epoch 029/100 | step 010/625 | lr 1.440e+00 | trl 3.366e+00 | trl1 3.435e+00 | nm 1.497e+02 | 
+2025-09-17 17:04:48,581 | INFO | exp_idx (3, 5) | lr_factor 1.200e+00 | epoch 029/100 | step 011/625 | lr 1.440e+00 | trl 3.294e+00 | trl1 3.218e+00 | nm 1.497e+02 | 
+2025-09-17 17:04:49,324 | INFO | exp_idx (3, 5) | lr_factor 1.200e+00 | epoch 029/100 | step 012/625 | lr 1.440e+00 | trl 3.317e+00 | trl1 3.322e+00 | nm 1.497e+02 | 
+2025-09-17 17:04:50,067 | INFO | exp_idx (3, 5) | lr_factor 1.200e+00 | epoch 029/100 | step 013/625 | lr 1.440e+00 | trl 3.452e+00 | trl1 3.390e+00 | nm 1.498e+02 | 
+2025-09-17 17:04:50,809 | INFO | exp_idx (3, 5) | lr_factor 1.200e+00 | epoch 029/100 | step 014/625 | lr 1.440e+00 | trl 3.383e+00 | trl1 3.584e+00 | nm 1.498e+02 | 
+2025-09-17 17:04:51,551 | INFO | exp_idx (3, 5) | lr_factor 1.200e+00 | epoch 029/100 | step 015/625 | lr 1.440e+00 | trl 3.332e+00 | trl1 3.449e+00 | nm 1.498e+02 | 
+2025-09-17 17:04:52,295 | INFO | exp_idx (3, 5) | lr_factor 1.200e+00 | epoch 029/100 | step 016/625 | lr 1.440e+00 | trl 3.328e+00 | trl1 3.307e+00 | nm 1.499e+02 | 
+2025-09-17 17:04:53,038 | INFO | exp_idx (3, 5) | lr_factor 1.200e+00 | epoch 029/100 | step 017/625 | lr 1.440e+00 | trl 3.314e+00 | trl1 3.389e+00 | nm 1.499e+02 | 
+2025-09-17 17:04:53,780 | INFO | exp_idx (3, 5) | lr_factor 1.200e+00 | epoch 029/100 | step 018/625 | lr 1.440e+00 | trl 3.320e+00 | trl1 3.267e+00 | nm 1.499e+02 | 
+2025-09-17 17:04:54,524 | INFO | exp_idx (3, 5) | lr_factor 1.200e+00 | epoch 029/100 | step 019/625 | lr 1.440e+00 | trl 3.315e+00 | trl1 3.346e+00 | nm 1.500e+02 | 
+2025-09-17 17:04:55,266 | INFO | exp_idx (3, 5) | lr_factor 1.200e+00 | epoch 029/100 | step 020/625 | lr 1.440e+00 | trl 3.319e+00 | trl1 3.140e+00 | nm 1.500e+02 | 
+2025-09-17 17:04:56,009 | INFO | exp_idx (3, 5) | lr_factor 1.200e+00 | epoch 029/100 | step 021/625 | lr 1.440e+00 | trl 3.329e+00 | trl1 3.343e+00 | nm 1.501e+02 | 
+2025-09-17 17:04:56,752 | INFO | exp_idx (3, 5) | lr_factor 1.200e+00 | epoch 029/100 | step 022/625 | lr 1.440e+00 | trl 3.333e+00 | trl1 3.314e+00 | nm 1.501e+02 | 
+2025-09-17 17:04:57,495 | INFO | exp_idx (3, 5) | lr_factor 1.200e+00 | epoch 029/100 | step 023/625 | lr 1.440e+00 | trl 3.316e+00 | trl1 3.199e+00 | nm 1.501e+02 | 
+2025-09-17 17:04:58,238 | INFO | exp_idx (3, 5) | lr_factor 1.200e+00 | epoch 029/100 | step 024/625 | lr 1.440e+00 | trl 3.387e+00 | trl1 3.240e+00 | nm 1.502e+02 | 
+2025-09-17 17:04:58,985 | INFO | exp_idx (3, 5) | lr_factor 1.200e+00 | epoch 029/100 | step 025/625 | lr 1.440e+00 | trl 3.394e+00 | trl1 3.453e+00 | nm 1.502e+02 | 
+2025-09-17 17:04:59,729 | INFO | exp_idx (3, 5) | lr_factor 1.200e+00 | epoch 029/100 | step 026/625 | lr 1.440e+00 | trl 3.382e+00 | trl1 3.207e+00 | nm 1.502e+02 | 
+2025-09-17 17:05:00,472 | INFO | exp_idx (3, 5) | lr_factor 1.200e+00 | epoch 029/100 | step 027/625 | lr 1.440e+00 | trl 3.384e+00 | trl1 3.568e+00 | nm 1.503e+02 | 
+2025-09-17 17:05:01,214 | INFO | exp_idx (3, 5) | lr_factor 1.200e+00 | epoch 029/100 | step 028/625 | lr 1.440e+00 | trl 3.441e+00 | trl1 3.383e+00 | nm 1.503e+02 | 
+2025-09-17 17:05:01,956 | INFO | exp_idx (3, 5) | lr_factor 1.200e+00 | epoch 029/100 | step 029/625 | lr 1.440e+00 | trl 3.321e+00 | trl1 3.251e+00 | nm 1.503e+02 | 
+2025-09-17 17:05:02,700 | INFO | exp_idx (3, 5) | lr_factor 1.200e+00 | epoch 029/100 | step 030/625 | lr 1.440e+00 | trl 3.416e+00 | trl1 3.759e+00 | nm 1.504e+02 | 
+2025-09-17 17:05:03,442 | INFO | exp_idx (3, 5) | lr_factor 1.200e+00 | epoch 029/100 | step 031/625 | lr 1.440e+00 | trl 3.359e+00 | trl1 3.321e+00 | nm 1.504e+02 | 
+2025-09-17 17:05:04,185 | INFO | exp_idx (3, 5) | lr_factor 1.200e+00 | epoch 029/100 | step 032/625 | lr 1.440e+00 | trl 3.413e+00 | trl1 3.470e+00 | nm 1.504e+02 | 
+2025-09-17 17:05:04,927 | INFO | exp_idx (3, 5) | lr_factor 1.200e+00 | epoch 029/100 | step 033/625 | lr 1.440e+00 | trl 3.415e+00 | trl1 3.272e+00 | nm 1.505e+02 | 
+2025-09-17 17:05:05,670 | INFO | exp_idx (3, 5) | lr_factor 1.200e+00 | epoch 029/100 | step 034/625 | lr 1.440e+00 | trl 3.411e+00 | trl1 3.397e+00 | nm 1.505e+02 | 
+2025-09-17 17:05:06,413 | INFO | exp_idx (3, 5) | lr_factor 1.200e+00 | epoch 029/100 | step 035/625 | lr 1.440e+00 | trl 3.325e+00 | trl1 3.488e+00 | nm 1.505e+02 | 
+2025-09-17 17:05:07,156 | INFO | exp_idx (3, 5) | lr_factor 1.200e+00 | epoch 029/100 | step 036/625 | lr 1.440e+00 | trl 3.431e+00 | trl1 3.328e+00 | nm 1.506e+02 | 
+2025-09-17 17:05:07,900 | INFO | exp_idx (3, 5) | lr_factor 1.200e+00 | epoch 029/100 | step 037/625 | lr 1.440e+00 | trl 3.369e+00 | trl1 3.666e+00 | nm 1.506e+02 | 
+2025-09-17 17:05:08,644 | INFO | exp_idx (3, 5) | lr_factor 1.200e+00 | epoch 029/100 | step 038/625 | lr 1.440e+00 | trl 3.359e+00 | trl1 3.345e+00 | nm 1.507e+02 | 
+2025-09-17 17:05:09,389 | INFO | exp_idx (3, 5) | lr_factor 1.200e+00 | epoch 029/100 | step 039/625 | lr 1.440e+00 | trl 3.396e+00 | trl1 3.481e+00 | nm 1.507e+02 | 
+2025-09-17 17:05:10,132 | INFO | exp_idx (3, 5) | lr_factor 1.200e+00 | epoch 029/100 | step 040/625 | lr 1.440e+00 | trl 3.400e+00 | trl1 3.124e+00 | nm 1.507e+02 | 
+2025-09-17 17:05:10,875 | INFO | exp_idx (3, 5) | lr_factor 1.200e+00 | epoch 029/100 | step 041/625 | lr 1.440e+00 | trl 3.350e+00 | trl1 3.517e+00 | nm 1.508e+02 | 
+2025-09-17 17:05:11,618 | INFO | exp_idx (3, 5) | lr_factor 1.200e+00 | epoch 029/100 | step 042/625 | lr 1.440e+00 | trl 3.401e+00 | trl1 3.382e+00 | nm 1.508e+02 | 
+2025-09-17 17:05:12,361 | INFO | exp_idx (3, 5) | lr_factor 1.200e+00 | epoch 029/100 | step 043/625 | lr 1.440e+00 | trl 3.366e+00 | trl1 3.234e+00 | nm 1.509e+02 | 
+2025-09-17 17:05:13,104 | INFO | exp_idx (3, 5) | lr_factor 1.200e+00 | epoch 029/100 | step 044/625 | lr 1.440e+00 | trl 3.383e+00 | trl1 3.314e+00 | nm 1.509e+02 | 
+2025-09-17 17:05:13,848 | INFO | exp_idx (3, 5) | lr_factor 1.200e+00 | epoch 029/100 | step 045/625 | lr 1.440e+00 | trl 3.359e+00 | trl1 3.309e+00 | nm 1.509e+02 | 
+2025-09-17 17:05:14,591 | INFO | exp_idx (3, 5) | lr_factor 1.200e+00 | epoch 029/100 | step 046/625 | lr 1.440e+00 | trl 3.284e+00 | trl1 3.234e+00 | nm 1.510e+02 | 
+2025-09-17 17:05:15,334 | INFO | exp_idx (3, 5) | lr_factor 1.200e+00 | epoch 029/100 | step 047/625 | lr 1.440e+00 | trl 3.339e+00 | trl1 3.169e+00 | nm 1.510e+02 | 
+2025-09-17 17:05:16,076 | INFO | exp_idx (3, 5) | lr_factor 1.200e+00 | epoch 029/100 | step 048/625 | lr 1.440e+00 | trl 3.371e+00 | trl1 3.418e+00 | nm 1.511e+02 | 
+2025-09-17 17:05:16,819 | INFO | exp_idx (3, 5) | lr_factor 1.200e+00 | epoch 029/100 | step 049/625 | lr 1.440e+00 | trl 3.412e+00 | trl1 3.489e+00 | nm 1.511e+02 | 
+2025-09-17 17:05:17,086 | INFO | -------------------------------- EoS --------------------------------
+2025-09-17 17:05:17,086 | INFO | Starting LR test 5/5: lr=1.4000
+2025-09-17 17:05:17,086 | INFO | Starting EoS for LR factor 1.4000
+2025-09-17 17:05:17,086 | INFO | Starting EoS for checkpoint 28
+2025-09-17 17:05:17,086 | INFO | Starting EoS for model resnet50
+2025-09-17 17:05:17,452 | INFO | Model state successfully loaded
+2025-09-17 17:05:17,718 | INFO | Wrapped model with DDP
+2025-09-17 17:05:17,727 | INFO | Successfully loaded optimizer and scheduler
+2025-09-17 17:05:21,582 | INFO | exp_idx (4, 5) | lr_factor 1.400e+00 | epoch 029/100 | step 000/625 | lr 1.680e+00 | trl 3.322e+00 | trl1 3.164e+00 | nm 1.495e+02 | 
+2025-09-17 17:05:22,328 | INFO | exp_idx (4, 5) | lr_factor 1.400e+00 | epoch 029/100 | step 001/625 | lr 1.680e+00 | trl 3.380e+00 | trl1 3.464e+00 | nm 1.495e+02 | 
+2025-09-17 17:05:23,071 | INFO | exp_idx (4, 5) | lr_factor 1.400e+00 | epoch 029/100 | step 002/625 | lr 1.680e+00 | trl 3.306e+00 | trl1 3.257e+00 | nm 1.495e+02 | 
+2025-09-17 17:05:23,815 | INFO | exp_idx (4, 5) | lr_factor 1.400e+00 | epoch 029/100 | step 003/625 | lr 1.680e+00 | trl 3.275e+00 | trl1 3.309e+00 | nm 1.496e+02 | 
+2025-09-17 17:05:24,559 | INFO | exp_idx (4, 5) | lr_factor 1.400e+00 | epoch 029/100 | step 004/625 | lr 1.680e+00 | trl 3.325e+00 | trl1 3.182e+00 | nm 1.496e+02 | 
+2025-09-17 17:05:25,303 | INFO | exp_idx (4, 5) | lr_factor 1.400e+00 | epoch 029/100 | step 005/625 | lr 1.680e+00 | trl 3.400e+00 | trl1 3.221e+00 | nm 1.496e+02 | 
+2025-09-17 17:05:26,047 | INFO | exp_idx (4, 5) | lr_factor 1.400e+00 | epoch 029/100 | step 006/625 | lr 1.680e+00 | trl 3.453e+00 | trl1 3.457e+00 | nm 1.497e+02 | 
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+2025-09-17 17:05:30,509 | INFO | exp_idx (4, 5) | lr_factor 1.400e+00 | epoch 029/100 | step 012/625 | lr 1.680e+00 | trl 3.433e+00 | trl1 3.417e+00 | nm 1.501e+02 | 
+2025-09-17 17:05:31,252 | INFO | exp_idx (4, 5) | lr_factor 1.400e+00 | epoch 029/100 | step 013/625 | lr 1.680e+00 | trl 3.589e+00 | trl1 3.520e+00 | nm 1.501e+02 | 
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+2025-09-17 17:05:57,278 | INFO | exp_idx (4, 5) | lr_factor 1.400e+00 | epoch 029/100 | step 048/625 | lr 1.680e+00 | trl 3.475e+00 | trl1 3.526e+00 | nm 1.530e+02 | 
+2025-09-17 17:05:58,022 | INFO | exp_idx (4, 5) | lr_factor 1.400e+00 | epoch 029/100 | step 049/625 | lr 1.680e+00 | trl 3.512e+00 | trl1 3.619e+00 | nm 1.531e+02 | 
diff --git a/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-0/train.jsonl b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-0/train.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..1bd7d1ef8b6f8c8e74e6f9d2893d3463f2f8bd0a
--- /dev/null
+++ b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-0/train.jsonl
@@ -0,0 +1,61 @@
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diff --git a/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-0/train.log b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-0/train.log
new file mode 100644
index 0000000000000000000000000000000000000000..7704b7a21d866b2e88b8dae89d2c5dd68d25956d
--- /dev/null
+++ b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-0/train.log
@@ -0,0 +1,97 @@
+2025-09-17 11:24:39,342 | INFO | -------------------------------- EoS --------------------------------
+2025-09-17 11:24:39,342 | INFO | Starting LR test 1/3: lr=0.6000
+2025-09-17 11:24:39,342 | INFO | Starting EoS for LR factor 0.6000
+2025-09-17 11:24:39,342 | INFO | Starting EoS for checkpoint 0
+2025-09-17 11:24:39,342 | INFO | Starting EoS for model resnet50
+2025-09-17 11:24:39,824 | INFO | Model state successfully loaded
+2025-09-17 11:24:43,347 | INFO | Wrapped model with DDP
+2025-09-17 11:24:43,350 | INFO | Current learning rate: 0.09686399999999999
+2025-09-17 11:24:43,350 | INFO | Original learning rate: 0.16144
+2025-09-17 11:24:43,374 | INFO | 🎯 Momentum Information:
+2025-09-17 11:24:43,374 | INFO |   Extracted vectors: 161
+2025-09-17 11:24:43,374 | INFO |   Has momentum state: True
+2025-09-17 11:24:53,141 | INFO | exp_idx (0, 3) | lr_factor 6.000e-01 | epoch 001/100 | step 000/625 | lr 9.686e-02 | atrl 6.828e+00 | trl0 6.828e+00 | nm 2.380e+02 | 
+2025-09-17 11:24:58,232 | INFO | exp_idx (0, 3) | lr_factor 6.000e-01 | epoch 001/100 | step 001/625 | lr 9.686e-02 | atrl 6.834e+00 | trl0 6.822e+00 | nm 2.379e+02 | 
+2025-09-17 11:25:03,327 | INFO | exp_idx (0, 3) | lr_factor 6.000e-01 | epoch 001/100 | step 002/625 | lr 9.686e-02 | atrl 7.015e+00 | trl0 6.815e+00 | nm 2.379e+02 | 
+2025-09-17 11:25:08,415 | INFO | exp_idx (0, 3) | lr_factor 6.000e-01 | epoch 001/100 | step 003/625 | lr 9.686e-02 | atrl 1.071e+01 | trl0 6.824e+00 | nm 2.379e+02 | 
+2025-09-17 11:25:13,518 | INFO | exp_idx (0, 3) | lr_factor 6.000e-01 | epoch 001/100 | step 004/625 | lr 9.686e-02 | atrl 8.680e+01 | trl0 6.817e+00 | nm 2.380e+02 | 
+2025-09-17 11:25:18,601 | INFO | exp_idx (0, 3) | lr_factor 6.000e-01 | epoch 001/100 | step 005/625 | lr 9.686e-02 | atrl 2.054e+03 | trl0 6.827e+00 | nm 2.398e+02 | 
+2025-09-17 11:25:23,696 | INFO | exp_idx (0, 3) | lr_factor 6.000e-01 | epoch 001/100 | step 006/625 | lr 9.686e-02 | atrl 2.617e+04 | trl0 6.822e+00 | nm 2.648e+02 | 
+2025-09-17 11:25:28,802 | INFO | exp_idx (0, 3) | lr_factor 6.000e-01 | epoch 001/100 | step 007/625 | lr 9.686e-02 | atrl 3.947e+05 | trl0 6.810e+00 | nm 5.278e+02 | 
+2025-09-17 11:25:33,913 | INFO | exp_idx (0, 3) | lr_factor 6.000e-01 | epoch 001/100 | step 008/625 | lr 9.686e-02 | atrl 8.179e+06 | trl0 6.818e+00 | nm 2.611e+03 | 
+2025-09-17 11:25:39,010 | INFO | exp_idx (0, 3) | lr_factor 6.000e-01 | epoch 001/100 | step 009/625 | lr 9.686e-02 | atrl 3.254e+08 | trl0 6.797e+00 | nm 1.961e+04 | 
+2025-09-17 11:25:44,114 | INFO | exp_idx (0, 3) | lr_factor 6.000e-01 | epoch 001/100 | step 010/625 | lr 9.686e-02 | atrl 1.308e+10 | trl0 6.820e+00 | nm 9.402e+04 | 
+2025-09-17 11:25:49,228 | INFO | exp_idx (0, 3) | lr_factor 6.000e-01 | epoch 001/100 | step 011/625 | lr 9.686e-02 | atrl 3.397e+11 | trl0 6.813e+00 | nm 5.337e+05 | 
+2025-09-17 11:25:54,325 | INFO | exp_idx (0, 3) | lr_factor 6.000e-01 | epoch 001/100 | step 012/625 | lr 9.686e-02 | atrl 1.011e+13 | trl0 6.822e+00 | nm 2.713e+06 | 
+2025-09-17 11:25:59,420 | INFO | exp_idx (0, 3) | lr_factor 6.000e-01 | epoch 001/100 | step 013/625 | lr 9.686e-02 | atrl 2.386e+14 | trl0 6.821e+00 | nm 1.216e+07 | 
+2025-09-17 11:26:04,517 | INFO | exp_idx (0, 3) | lr_factor 6.000e-01 | epoch 001/100 | step 014/625 | lr 9.686e-02 | atrl 4.104e+15 | trl0 6.827e+00 | nm 4.453e+07 | 
+2025-09-17 11:26:09,632 | INFO | exp_idx (0, 3) | lr_factor 6.000e-01 | epoch 001/100 | step 015/625 | lr 9.686e-02 | atrl 7.248e+16 | trl0 6.815e+00 | nm 2.429e+08 | 
+2025-09-17 11:26:14,745 | INFO | exp_idx (0, 3) | lr_factor 6.000e-01 | epoch 001/100 | step 016/625 | lr 9.686e-02 | atrl 1.844e+18 | trl0 6.813e+00 | nm 1.036e+09 | 
+2025-09-17 11:26:19,849 | INFO | exp_idx (0, 3) | lr_factor 6.000e-01 | epoch 001/100 | step 017/625 | lr 9.686e-02 | atrl 3.836e+19 | trl0 6.822e+00 | nm 5.372e+09 | 
+2025-09-17 11:26:24,943 | INFO | exp_idx (0, 3) | lr_factor 6.000e-01 | epoch 001/100 | step 018/625 | lr 9.686e-02 | atrl 9.883e+20 | trl0 6.816e+00 | nm 2.637e+10 | 
+2025-09-17 11:26:30,043 | INFO | exp_idx (0, 3) | lr_factor 6.000e-01 | epoch 001/100 | step 019/625 | lr 9.686e-02 | atrl 2.590e+22 | trl0 6.808e+00 | nm 1.443e+11 | 
+2025-09-17 11:26:35,138 | INFO | exp_idx (0, 3) | lr_factor 6.000e-01 | epoch 001/100 | step 020/625 | lr 9.686e-02 | atrl 7.282e+23 | trl0 6.822e+00 | nm 7.216e+11 | 
+2025-09-17 11:26:40,244 | INFO | exp_idx (0, 3) | lr_factor 6.000e-01 | epoch 001/100 | step 021/625 | lr 9.686e-02 | atrl 1.589e+25 | trl0 6.812e+00 | nm 3.017e+12 | 
+2025-09-17 11:26:45,330 | INFO | exp_idx (0, 3) | lr_factor 6.000e-01 | epoch 001/100 | step 022/625 | lr 9.686e-02 | atrl 3.389e+26 | trl0 6.807e+00 | nm 1.654e+13 | 
+2025-09-17 11:26:50,425 | INFO | exp_idx (0, 3) | lr_factor 6.000e-01 | epoch 001/100 | step 023/625 | lr 9.686e-02 | atrl 9.136e+27 | trl0 6.827e+00 | nm 7.736e+13 | 
+2025-09-17 11:26:55,530 | INFO | exp_idx (0, 3) | lr_factor 6.000e-01 | epoch 001/100 | step 024/625 | lr 9.686e-02 | atrl 2.384e+29 | trl0 6.819e+00 | nm 4.571e+14 | 
+2025-09-17 11:27:00,639 | INFO | exp_idx (0, 3) | lr_factor 6.000e-01 | epoch 001/100 | step 025/625 | lr 9.686e-02 | atrl 8.590e+30 | trl0 6.814e+00 | nm 2.805e+15 | 
+2025-09-17 11:27:00,914 | INFO | -------------------------------- EoS --------------------------------
+2025-09-17 11:27:00,915 | INFO | Starting LR test 2/3: lr=1.0000
+2025-09-17 11:27:00,915 | INFO | Starting EoS for LR factor 1.0000
+2025-09-17 11:27:00,915 | INFO | Starting EoS for checkpoint 0
+2025-09-17 11:27:00,915 | INFO | Starting EoS for model resnet50
+2025-09-17 11:27:01,276 | INFO | Model state successfully loaded
+2025-09-17 11:27:01,483 | INFO | Wrapped model with DDP
+2025-09-17 11:27:01,485 | INFO | Current learning rate: 0.16144
+2025-09-17 11:27:01,485 | INFO | Original learning rate: 0.16144
+2025-09-17 11:27:01,510 | INFO | 🎯 Momentum Information:
+2025-09-17 11:27:01,510 | INFO |   Extracted vectors: 161
+2025-09-17 11:27:01,510 | INFO |   Has momentum state: True
+2025-09-17 11:27:10,307 | INFO | exp_idx (1, 3) | lr_factor 1.000e+00 | epoch 001/100 | step 000/625 | lr 1.614e-01 | atrl 6.828e+00 | trl0 6.828e+00 | nm 2.379e+02 | 
+2025-09-17 11:27:15,422 | INFO | exp_idx (1, 3) | lr_factor 1.000e+00 | epoch 001/100 | step 001/625 | lr 1.614e-01 | atrl 6.864e+00 | trl0 6.822e+00 | nm 2.379e+02 | 
+2025-09-17 11:27:20,510 | INFO | exp_idx (1, 3) | lr_factor 1.000e+00 | epoch 001/100 | step 002/625 | lr 1.614e-01 | atrl 9.261e+00 | trl0 6.815e+00 | nm 2.379e+02 | 
+2025-09-17 11:27:25,618 | INFO | exp_idx (1, 3) | lr_factor 1.000e+00 | epoch 001/100 | step 003/625 | lr 1.614e-01 | atrl 1.770e+02 | trl0 6.824e+00 | nm 2.386e+02 | 
+2025-09-17 11:27:30,726 | INFO | exp_idx (1, 3) | lr_factor 1.000e+00 | epoch 001/100 | step 004/625 | lr 1.614e-01 | atrl 1.387e+04 | trl0 6.817e+00 | nm 3.201e+02 | 
+2025-09-17 11:27:35,814 | INFO | exp_idx (1, 3) | lr_factor 1.000e+00 | epoch 001/100 | step 005/625 | lr 1.614e-01 | atrl 1.232e+06 | trl0 6.827e+00 | nm 1.526e+03 | 
+2025-09-17 11:27:40,919 | INFO | exp_idx (1, 3) | lr_factor 1.000e+00 | epoch 001/100 | step 006/625 | lr 1.614e-01 | atrl 6.617e+07 | trl0 6.822e+00 | nm 1.190e+04 | 
+2025-09-17 11:27:46,023 | INFO | exp_idx (1, 3) | lr_factor 1.000e+00 | epoch 001/100 | step 007/625 | lr 1.614e-01 | atrl 4.226e+09 | trl0 6.810e+00 | nm 9.680e+04 | 
+2025-09-17 11:27:51,131 | INFO | exp_idx (1, 3) | lr_factor 1.000e+00 | epoch 001/100 | step 008/625 | lr 1.614e-01 | atrl 3.517e+11 | trl0 6.818e+00 | nm 1.029e+06 | 
+2025-09-17 11:27:56,232 | INFO | exp_idx (1, 3) | lr_factor 1.000e+00 | epoch 001/100 | step 009/625 | lr 1.614e-01 | atrl 5.148e+13 | trl0 6.797e+00 | nm 1.445e+07 | 
+2025-09-17 11:28:01,330 | INFO | exp_idx (1, 3) | lr_factor 1.000e+00 | epoch 001/100 | step 010/625 | lr 1.614e-01 | atrl 7.077e+15 | trl0 6.820e+00 | nm 1.342e+08 | 
+2025-09-17 11:28:06,438 | INFO | exp_idx (1, 3) | lr_factor 1.000e+00 | epoch 001/100 | step 011/625 | lr 1.614e-01 | atrl 7.061e+17 | trl0 6.813e+00 | nm 1.480e+09 | 
+2025-09-17 11:28:11,545 | INFO | exp_idx (1, 3) | lr_factor 1.000e+00 | epoch 001/100 | step 012/625 | lr 1.614e-01 | atrl 7.828e+19 | trl0 6.822e+00 | nm 1.461e+10 | 
+2025-09-17 11:28:16,669 | INFO | exp_idx (1, 3) | lr_factor 1.000e+00 | epoch 001/100 | step 013/625 | lr 1.614e-01 | atrl 6.991e+21 | trl0 6.821e+00 | nm 1.300e+11 | 
+2025-09-17 11:28:21,776 | INFO | exp_idx (1, 3) | lr_factor 1.000e+00 | epoch 001/100 | step 014/625 | lr 1.614e-01 | atrl 4.745e+23 | trl0 6.827e+00 | nm 9.743e+11 | 
+2025-09-17 11:28:26,876 | INFO | exp_idx (1, 3) | lr_factor 1.000e+00 | epoch 001/100 | step 015/625 | lr 1.614e-01 | atrl 3.617e+25 | trl0 6.815e+00 | nm 1.051e+13 | 
+2025-09-17 11:28:31,973 | INFO | exp_idx (1, 3) | lr_factor 1.000e+00 | epoch 001/100 | step 016/625 | lr 1.614e-01 | atrl 3.514e+27 | trl0 6.813e+00 | nm 9.022e+13 | 
+2025-09-17 11:28:37,070 | INFO | exp_idx (1, 3) | lr_factor 1.000e+00 | epoch 001/100 | step 017/625 | lr 1.614e-01 | atrl 2.968e+29 | trl0 6.822e+00 | nm 9.178e+14 | 
+2025-09-17 11:28:42,181 | INFO | exp_idx (1, 3) | lr_factor 1.000e+00 | epoch 001/100 | step 018/625 | lr 1.614e-01 | atrl 2.941e+31 | trl0 6.816e+00 | nm 8.884e+15 | 
+2025-09-17 11:28:42,347 | INFO | -------------------------------- EoS --------------------------------
+2025-09-17 11:28:42,348 | INFO | Starting LR test 3/3: lr=1.4000
+2025-09-17 11:28:42,348 | INFO | Starting EoS for LR factor 1.4000
+2025-09-17 11:28:42,348 | INFO | Starting EoS for checkpoint 0
+2025-09-17 11:28:42,348 | INFO | Starting EoS for model resnet50
+2025-09-17 11:28:42,702 | INFO | Model state successfully loaded
+2025-09-17 11:28:43,149 | INFO | Wrapped model with DDP
+2025-09-17 11:28:43,151 | INFO | Current learning rate: 0.226016
+2025-09-17 11:28:43,151 | INFO | Original learning rate: 0.16144
+2025-09-17 11:28:43,156 | INFO | 🎯 Momentum Information:
+2025-09-17 11:28:43,156 | INFO |   Extracted vectors: 161
+2025-09-17 11:28:43,156 | INFO |   Has momentum state: True
+2025-09-17 11:28:51,418 | INFO | exp_idx (2, 3) | lr_factor 1.400e+00 | epoch 001/100 | step 000/625 | lr 2.260e-01 | atrl 6.828e+00 | trl0 6.828e+00 | nm 2.379e+02 | 
+2025-09-17 11:28:56,521 | INFO | exp_idx (2, 3) | lr_factor 1.400e+00 | epoch 001/100 | step 001/625 | lr 2.260e-01 | atrl 6.913e+00 | trl0 6.822e+00 | nm 2.379e+02 | 
+2025-09-17 11:29:01,637 | INFO | exp_idx (2, 3) | lr_factor 1.400e+00 | epoch 001/100 | step 002/625 | lr 2.260e-01 | atrl 1.790e+01 | trl0 6.815e+00 | nm 2.379e+02 | 
+2025-09-17 11:29:06,743 | INFO | exp_idx (2, 3) | lr_factor 1.400e+00 | epoch 001/100 | step 003/625 | lr 2.260e-01 | atrl 1.693e+03 | trl0 6.824e+00 | nm 2.534e+02 | 
+2025-09-17 11:29:11,844 | INFO | exp_idx (2, 3) | lr_factor 1.400e+00 | epoch 001/100 | step 004/625 | lr 2.260e-01 | atrl 3.067e+05 | trl0 6.817e+00 | nm 1.493e+03 | 
+2025-09-17 11:29:16,944 | INFO | exp_idx (2, 3) | lr_factor 1.400e+00 | epoch 001/100 | step 005/625 | lr 2.260e-01 | atrl 5.794e+07 | trl0 6.827e+00 | nm 1.554e+04 | 
+2025-09-17 11:29:22,051 | INFO | exp_idx (2, 3) | lr_factor 1.400e+00 | epoch 001/100 | step 006/625 | lr 2.260e-01 | atrl 7.072e+09 | trl0 6.822e+00 | nm 1.845e+05 | 
+2025-09-17 11:29:27,163 | INFO | exp_idx (2, 3) | lr_factor 1.400e+00 | epoch 001/100 | step 007/625 | lr 2.260e-01 | atrl 1.020e+12 | trl0 6.810e+00 | nm 2.245e+06 | 
+2025-09-17 11:29:32,271 | INFO | exp_idx (2, 3) | lr_factor 1.400e+00 | epoch 001/100 | step 008/625 | lr 2.260e-01 | atrl 1.890e+14 | trl0 6.818e+00 | nm 3.506e+07 | 
+2025-09-17 11:29:37,357 | INFO | exp_idx (2, 3) | lr_factor 1.400e+00 | epoch 001/100 | step 009/625 | lr 2.260e-01 | atrl 5.987e+16 | trl0 6.797e+00 | nm 7.174e+08 | 
+2025-09-17 11:29:42,454 | INFO | exp_idx (2, 3) | lr_factor 1.400e+00 | epoch 001/100 | step 010/625 | lr 2.260e-01 | atrl 1.739e+19 | trl0 6.820e+00 | nm 9.852e+09 | 
+2025-09-17 11:29:47,547 | INFO | exp_idx (2, 3) | lr_factor 1.400e+00 | epoch 001/100 | step 011/625 | lr 2.260e-01 | atrl 3.826e+21 | trl0 6.813e+00 | nm 1.606e+11 | 
+2025-09-17 11:29:52,647 | INFO | exp_idx (2, 3) | lr_factor 1.400e+00 | epoch 001/100 | step 012/625 | lr 2.260e-01 | atrl 9.228e+23 | trl0 6.822e+00 | nm 2.347e+12 | 
+2025-09-17 11:29:57,750 | INFO | exp_idx (2, 3) | lr_factor 1.400e+00 | epoch 001/100 | step 013/625 | lr 2.260e-01 | atrl 1.806e+26 | trl0 6.821e+00 | nm 3.112e+13 | 
+2025-09-17 11:30:02,856 | INFO | exp_idx (2, 3) | lr_factor 1.400e+00 | epoch 001/100 | step 014/625 | lr 2.260e-01 | atrl 2.720e+28 | trl0 6.827e+00 | nm 3.506e+14 | 
+2025-09-17 11:30:07,964 | INFO | exp_idx (2, 3) | lr_factor 1.400e+00 | epoch 001/100 | step 015/625 | lr 2.260e-01 | atrl 4.728e+30 | trl0 6.815e+00 | nm 5.609e+15 | 
diff --git a/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-10/train.jsonl b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-10/train.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..179fc37c07e7830fe8ec623930fcbfe8873f40d6
--- /dev/null
+++ b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-10/train.jsonl
@@ -0,0 +1,30 @@
+{"exp_idx": [0, 3], "lr_factor": 0.6, "epoch": [11, 100], "step": [0, 625], "lr": 0.96, "atrl": 3.5553736686706543, "trl0": 3.5553736686706543, "nm": 150.1900697883426, "olr": 1.6, "otrl": 3.555373430252075, "trl01": 3.462693691253662, "otrl1": 3.462693691253662, "nm0": 150.19369100423606, "onm": 150.1921808173806, "data_diff": 0.0}
+{"exp_idx": [0, 3], "lr_factor": 0.6, "epoch": [11, 100], "step": [1, 625], "lr": 0.96, "atrl": 3.637822389602661, "trl0": 3.6671438217163086, "nm": 150.18007735783115, "olr": 1.6, "otrl": 3.6544129848480225, "trl01": 3.8736865520477295, "otrl1": 3.8623335361480713, "nm0": 150.19369100423606, "onm": 150.18864821427138, "data_diff": 0.0}
+{"exp_idx": [0, 3], "lr_factor": 0.6, "epoch": [11, 100], "step": [2, 625], "lr": 0.96, "atrl": 3.4941794872283936, "trl0": 3.5410516262054443, "nm": 150.16476746584507, "olr": 1.6, "otrl": 3.545912027359009, "trl01": 3.381856679916382, "otrl1": 3.381274700164795, "nm0": 150.19369100423606, "onm": 150.18607889430334, "data_diff": 0.0}
+{"exp_idx": [0, 3], "lr_factor": 0.6, "epoch": [11, 100], "step": [3, 625], "lr": 0.96, "atrl": 3.5414655208587646, "trl0": 3.5886452198028564, "nm": 150.14366425711953, "olr": 1.6, "otrl": 3.6060292720794678, "trl01": 3.7660810947418213, "otrl1": 3.871469736099243, "nm0": 150.19369100423606, "onm": 150.18404998324795, "data_diff": 0.0}
+{"exp_idx": [0, 3], "lr_factor": 0.6, "epoch": [11, 100], "step": [4, 625], "lr": 0.96, "atrl": 3.4114842414855957, "trl0": 3.5108160972595215, "nm": 150.11907764178562, "olr": 1.6, "otrl": 3.484940528869629, "trl01": 3.595531940460205, "otrl1": 3.6116650104522705, "nm0": 150.19369100423606, "onm": 150.18345204778313, "data_diff": 0.0}
+{"exp_idx": [0, 3], "lr_factor": 0.6, "epoch": [11, 100], "step": [5, 625], "lr": 0.96, "atrl": 3.3753082752227783, "trl0": 3.563988447189331, "nm": 150.09398006144121, "olr": 1.6, "otrl": 3.5328469276428223, "trl01": 3.5672247409820557, "otrl1": 3.5776119232177734, "nm0": 150.19369100423606, "onm": 150.18265246904866, "data_diff": 0.0}
+{"exp_idx": [0, 3], "lr_factor": 0.6, "epoch": [11, 100], "step": [6, 625], "lr": 0.96, "atrl": 3.3521158695220947, "trl0": 3.565143346786499, "nm": 150.07173701217042, "olr": 1.6, "otrl": 3.582594394683838, "trl01": 3.482595920562744, "otrl1": 3.503556251525879, "nm0": 150.19369100423606, "onm": 150.18244026691897, "data_diff": 0.0}
+{"exp_idx": [0, 3], "lr_factor": 0.6, "epoch": [11, 100], "step": [7, 625], "lr": 0.96, "atrl": 3.2297046184539795, "trl0": 3.537262439727783, "nm": 150.05423466606584, "olr": 1.6, "otrl": 3.540858268737793, "trl01": 3.386031150817871, "otrl1": 3.4532575607299805, "nm0": 150.19369100423606, "onm": 150.18100683566212, "data_diff": 0.0}
+{"exp_idx": [0, 3], "lr_factor": 0.6, "epoch": [11, 100], "step": [8, 625], "lr": 0.96, "atrl": 3.0798287391662598, "trl0": 3.5284316539764404, "nm": 150.04593825275603, "olr": 1.6, "otrl": 3.5321900844573975, "trl01": 3.5372049808502197, "otrl1": 3.6177361011505127, "nm0": 150.19369100423606, "onm": 150.17967283178592, "data_diff": 0.0}
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diff --git a/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-10/train.log b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-10/train.log
new file mode 100644
index 0000000000000000000000000000000000000000..6b3febad61e0b8d79dd22174a7c24145f3787e44
--- /dev/null
+++ b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-10/train.log
@@ -0,0 +1,66 @@
+2025-09-17 11:35:29,331 | INFO | -------------------------------- EoS --------------------------------
+2025-09-17 11:35:29,331 | INFO | Starting LR test 1/3: lr=0.6000
+2025-09-17 11:35:29,331 | INFO | Starting EoS for LR factor 0.6000
+2025-09-17 11:35:29,331 | INFO | Starting EoS for checkpoint 10
+2025-09-17 11:35:29,331 | INFO | Starting EoS for model resnet50
+2025-09-17 11:35:29,748 | INFO | Model state successfully loaded
+2025-09-17 11:35:31,903 | INFO | Wrapped model with DDP
+2025-09-17 11:35:31,906 | INFO | Current learning rate: 0.96
+2025-09-17 11:35:31,906 | INFO | Original learning rate: 1.6
+2025-09-17 11:35:31,947 | INFO | 🎯 Momentum Information:
+2025-09-17 11:35:31,947 | INFO |   Extracted vectors: 161
+2025-09-17 11:35:31,947 | INFO |   Has momentum state: True
+2025-09-17 11:35:41,745 | INFO | exp_idx (0, 3) | lr_factor 6.000e-01 | epoch 011/100 | step 000/625 | lr 9.600e-01 | atrl 3.555e+00 | trl0 3.555e+00 | nm 1.502e+02 | 
+2025-09-17 11:35:46,860 | INFO | exp_idx (0, 3) | lr_factor 6.000e-01 | epoch 011/100 | step 001/625 | lr 9.600e-01 | atrl 3.638e+00 | trl0 3.667e+00 | nm 1.502e+02 | 
+2025-09-17 11:35:51,976 | INFO | exp_idx (0, 3) | lr_factor 6.000e-01 | epoch 011/100 | step 002/625 | lr 9.600e-01 | atrl 3.494e+00 | trl0 3.541e+00 | nm 1.502e+02 | 
+2025-09-17 11:35:57,102 | INFO | exp_idx (0, 3) | lr_factor 6.000e-01 | epoch 011/100 | step 003/625 | lr 9.600e-01 | atrl 3.541e+00 | trl0 3.589e+00 | nm 1.501e+02 | 
+2025-09-17 11:36:02,196 | INFO | exp_idx (0, 3) | lr_factor 6.000e-01 | epoch 011/100 | step 004/625 | lr 9.600e-01 | atrl 3.411e+00 | trl0 3.511e+00 | nm 1.501e+02 | 
+2025-09-17 11:36:07,297 | INFO | exp_idx (0, 3) | lr_factor 6.000e-01 | epoch 011/100 | step 005/625 | lr 9.600e-01 | atrl 3.375e+00 | trl0 3.564e+00 | nm 1.501e+02 | 
+2025-09-17 11:36:12,407 | INFO | exp_idx (0, 3) | lr_factor 6.000e-01 | epoch 011/100 | step 006/625 | lr 9.600e-01 | atrl 3.352e+00 | trl0 3.565e+00 | nm 1.501e+02 | 
+2025-09-17 11:36:17,499 | INFO | exp_idx (0, 3) | lr_factor 6.000e-01 | epoch 011/100 | step 007/625 | lr 9.600e-01 | atrl 3.230e+00 | trl0 3.537e+00 | nm 1.501e+02 | 
+2025-09-17 11:36:22,603 | INFO | exp_idx (0, 3) | lr_factor 6.000e-01 | epoch 011/100 | step 008/625 | lr 9.600e-01 | atrl 3.080e+00 | trl0 3.528e+00 | nm 1.500e+02 | 
+2025-09-17 11:36:27,706 | INFO | exp_idx (0, 3) | lr_factor 6.000e-01 | epoch 011/100 | step 009/625 | lr 9.600e-01 | atrl 2.944e+00 | trl0 3.615e+00 | nm 1.501e+02 | 
+2025-09-17 11:36:27,923 | INFO | -------------------------------- EoS --------------------------------
+2025-09-17 11:36:27,923 | INFO | Starting LR test 2/3: lr=1.0000
+2025-09-17 11:36:27,924 | INFO | Starting EoS for LR factor 1.0000
+2025-09-17 11:36:27,924 | INFO | Starting EoS for checkpoint 10
+2025-09-17 11:36:27,924 | INFO | Starting EoS for model resnet50
+2025-09-17 11:36:28,283 | INFO | Model state successfully loaded
+2025-09-17 11:36:28,560 | INFO | Wrapped model with DDP
+2025-09-17 11:36:28,563 | INFO | Current learning rate: 1.6
+2025-09-17 11:36:28,563 | INFO | Original learning rate: 1.6
+2025-09-17 11:36:28,585 | INFO | 🎯 Momentum Information:
+2025-09-17 11:36:28,585 | INFO |   Extracted vectors: 161
+2025-09-17 11:36:28,585 | INFO |   Has momentum state: True
+2025-09-17 11:36:37,399 | INFO | exp_idx (1, 3) | lr_factor 1.000e+00 | epoch 011/100 | step 000/625 | lr 1.600e+00 | atrl 3.555e+00 | trl0 3.555e+00 | nm 1.502e+02 | 
+2025-09-17 11:36:42,491 | INFO | exp_idx (1, 3) | lr_factor 1.000e+00 | epoch 011/100 | step 001/625 | lr 1.600e+00 | atrl 3.653e+00 | trl0 3.667e+00 | nm 1.502e+02 | 
+2025-09-17 11:36:47,602 | INFO | exp_idx (1, 3) | lr_factor 1.000e+00 | epoch 011/100 | step 002/625 | lr 1.600e+00 | atrl 3.557e+00 | trl0 3.541e+00 | nm 1.502e+02 | 
+2025-09-17 11:36:52,712 | INFO | exp_idx (1, 3) | lr_factor 1.000e+00 | epoch 011/100 | step 003/625 | lr 1.600e+00 | atrl 3.601e+00 | trl0 3.589e+00 | nm 1.502e+02 | 
+2025-09-17 11:36:57,812 | INFO | exp_idx (1, 3) | lr_factor 1.000e+00 | epoch 011/100 | step 004/625 | lr 1.600e+00 | atrl 3.453e+00 | trl0 3.511e+00 | nm 1.502e+02 | 
+2025-09-17 11:37:02,911 | INFO | exp_idx (1, 3) | lr_factor 1.000e+00 | epoch 011/100 | step 005/625 | lr 1.600e+00 | atrl 3.327e+00 | trl0 3.564e+00 | nm 1.502e+02 | 
+2025-09-17 11:37:08,021 | INFO | exp_idx (1, 3) | lr_factor 1.000e+00 | epoch 011/100 | step 006/625 | lr 1.600e+00 | atrl 3.243e+00 | trl0 3.565e+00 | nm 1.502e+02 | 
+2025-09-17 11:37:13,125 | INFO | exp_idx (1, 3) | lr_factor 1.000e+00 | epoch 011/100 | step 007/625 | lr 1.600e+00 | atrl 2.953e+00 | trl0 3.537e+00 | nm 1.503e+02 | 
+2025-09-17 11:37:18,237 | INFO | exp_idx (1, 3) | lr_factor 1.000e+00 | epoch 011/100 | step 008/625 | lr 1.600e+00 | atrl 2.470e+00 | trl0 3.528e+00 | nm 1.504e+02 | 
+2025-09-17 11:37:23,334 | INFO | exp_idx (1, 3) | lr_factor 1.000e+00 | epoch 011/100 | step 009/625 | lr 1.600e+00 | atrl 1.745e+00 | trl0 3.615e+00 | nm 1.506e+02 | 
+2025-09-17 11:37:23,633 | INFO | -------------------------------- EoS --------------------------------
+2025-09-17 11:37:23,633 | INFO | Starting LR test 3/3: lr=1.4000
+2025-09-17 11:37:23,633 | INFO | Starting EoS for LR factor 1.4000
+2025-09-17 11:37:23,633 | INFO | Starting EoS for checkpoint 10
+2025-09-17 11:37:23,633 | INFO | Starting EoS for model resnet50
+2025-09-17 11:37:23,988 | INFO | Model state successfully loaded
+2025-09-17 11:37:24,238 | INFO | Wrapped model with DDP
+2025-09-17 11:37:24,240 | INFO | Current learning rate: 2.2399999999999998
+2025-09-17 11:37:24,240 | INFO | Original learning rate: 1.6
+2025-09-17 11:37:24,243 | INFO | 🎯 Momentum Information:
+2025-09-17 11:37:24,243 | INFO |   Extracted vectors: 161
+2025-09-17 11:37:24,243 | INFO |   Has momentum state: True
+2025-09-17 11:37:32,585 | INFO | exp_idx (2, 3) | lr_factor 1.400e+00 | epoch 011/100 | step 000/625 | lr 2.240e+00 | atrl 3.555e+00 | trl0 3.555e+00 | nm 1.502e+02 | 
+2025-09-17 11:37:37,672 | INFO | exp_idx (2, 3) | lr_factor 1.400e+00 | epoch 011/100 | step 001/625 | lr 2.240e+00 | atrl 3.696e+00 | trl0 3.667e+00 | nm 1.502e+02 | 
+2025-09-17 11:37:42,768 | INFO | exp_idx (2, 3) | lr_factor 1.400e+00 | epoch 011/100 | step 002/625 | lr 2.240e+00 | atrl 3.644e+00 | trl0 3.541e+00 | nm 1.502e+02 | 
+2025-09-17 11:37:47,867 | INFO | exp_idx (2, 3) | lr_factor 1.400e+00 | epoch 011/100 | step 003/625 | lr 2.240e+00 | atrl 3.686e+00 | trl0 3.589e+00 | nm 1.502e+02 | 
+2025-09-17 11:37:52,970 | INFO | exp_idx (2, 3) | lr_factor 1.400e+00 | epoch 011/100 | step 004/625 | lr 2.240e+00 | atrl 3.494e+00 | trl0 3.511e+00 | nm 1.503e+02 | 
+2025-09-17 11:37:58,065 | INFO | exp_idx (2, 3) | lr_factor 1.400e+00 | epoch 011/100 | step 005/625 | lr 2.240e+00 | atrl 3.267e+00 | trl0 3.564e+00 | nm 1.504e+02 | 
+2025-09-17 11:38:03,171 | INFO | exp_idx (2, 3) | lr_factor 1.400e+00 | epoch 011/100 | step 006/625 | lr 2.240e+00 | atrl 3.044e+00 | trl0 3.565e+00 | nm 1.505e+02 | 
+2025-09-17 11:38:08,264 | INFO | exp_idx (2, 3) | lr_factor 1.400e+00 | epoch 011/100 | step 007/625 | lr 2.240e+00 | atrl 2.365e+00 | trl0 3.537e+00 | nm 1.508e+02 | 
+2025-09-17 11:38:13,364 | INFO | exp_idx (2, 3) | lr_factor 1.400e+00 | epoch 011/100 | step 008/625 | lr 2.240e+00 | atrl 9.441e-01 | trl0 3.528e+00 | nm 1.513e+02 | 
+2025-09-17 11:38:18,460 | INFO | exp_idx (2, 3) | lr_factor 1.400e+00 | epoch 011/100 | step 009/625 | lr 2.240e+00 | atrl -1.033e+00 | trl0 3.615e+00 | nm 1.523e+02 | 
diff --git a/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-12/train.jsonl b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-12/train.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..21bcb85993d92e99f461539b07818739e130a8fd
--- /dev/null
+++ b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-12/train.jsonl
@@ -0,0 +1,228 @@
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+{"exp_idx": [4, 5], "lr_factor": 0.6, "epoch": [13, 100], "step": [38, 625], "lr": 0.96, "atrl": 4.299673557281494, "trl0": 3.509845733642578, "nm": 151.1387522729338, "nmx": 1.2617773913125163, "olr": 1.6, "otrl": 3.469846725463867, "trl01": 3.670290946960449, "otrl1": 3.7344088554382324, "nm0": 151.14993024362983, "onm": 151.21463930138293, "data_diff": 0.0}
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+{"exp_idx": [4, 5], "lr_factor": 0.6, "epoch": [13, 100], "step": [49, 625], "lr": 0.96, "atrl": 4.305037021636963, "trl0": 3.4881033897399902, "nm": 151.13974838112338, "nmx": 1.2729368341350524, "olr": 1.6, "otrl": 3.4632012844085693, "trl01": 3.4760704040527344, "otrl1": 3.4629852771759033, "nm0": 151.14993024362983, "onm": 151.2084159127263, "data_diff": 0.0}
diff --git a/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-12/train.log b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-12/train.log
new file mode 100644
index 0000000000000000000000000000000000000000..2079304326e382d911b10df990932a6ccf8cb9e9
--- /dev/null
+++ b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-12/train.log
@@ -0,0 +1,289 @@
+2025-11-24 17:11:10,718 | INFO | LR factors: [1.4 1.2 1.  0.8 0.6]
+2025-11-24 17:11:13,063 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 17:11:13,063 | INFO | Starting LR test 1/5: lr=1.4000
+2025-11-24 17:11:13,063 | INFO | Starting EoS for LR factor 1.4000
+2025-11-24 17:11:13,063 | INFO | Starting EoS for checkpoint 12
+2025-11-24 17:11:13,063 | INFO | Starting EoS for model resnet50
+2025-11-24 17:11:13,575 | INFO | Model state successfully loaded
+2025-11-24 17:11:14,845 | INFO | Wrapped model with DDP
+2025-11-24 17:11:14,848 | INFO | Current learning rate: 2.2399999999999998
+2025-11-24 17:11:14,848 | INFO | Original learning rate: 1.6
+2025-11-24 17:11:14,873 | INFO | 🎯 Momentum Information:
+2025-11-24 17:11:14,873 | INFO |   Extracted vectors: 161
+2025-11-24 17:11:14,873 | INFO |   Has momentum state: True
+2025-11-24 17:11:23,617 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 013/100 | step 00000/00625 | lr 2.240e+00 | atrl 3.532e+00 | trl0 3.532e+00 | nm 1.512e+02 | nmx 2.620e+00 | 
+2025-11-24 17:11:27,367 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 013/100 | step 00001/00625 | lr 2.240e+00 | atrl 6.980e+00 | trl0 3.488e+00 | nm 1.511e+02 | nmx 1.829e+00 | 
+2025-11-24 17:11:31,107 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 013/100 | step 00002/00625 | lr 2.240e+00 | atrl 5.557e+00 | trl0 3.543e+00 | nm 1.512e+02 | nmx 3.021e+00 | 
+2025-11-24 17:11:34,849 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 013/100 | step 00003/00625 | lr 2.240e+00 | atrl 1.000e+01 | trl0 3.591e+00 | nm 1.512e+02 | nmx 5.482e+00 | 
+2025-11-24 17:11:38,591 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 013/100 | step 00004/00625 | lr 2.240e+00 | atrl 3.241e+01 | trl0 3.528e+00 | nm 1.518e+02 | nmx 1.438e+01 | 
+2025-11-24 17:11:42,333 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 013/100 | step 00005/00625 | lr 2.240e+00 | atrl 2.124e+02 | trl0 3.580e+00 | nm 1.561e+02 | nmx 3.936e+01 | 
+2025-11-24 17:11:46,078 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 013/100 | step 00006/00625 | lr 2.240e+00 | atrl 1.572e+03 | trl0 3.524e+00 | nm 1.849e+02 | nmx 1.062e+02 | 
+2025-11-24 17:11:49,821 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 013/100 | step 00007/00625 | lr 2.240e+00 | atrl 1.331e+04 | trl0 3.521e+00 | nm 4.011e+02 | nmx 3.717e+02 | 
+2025-11-24 17:11:53,564 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 013/100 | step 00008/00625 | lr 2.240e+00 | atrl 1.453e+05 | trl0 3.564e+00 | nm 1.091e+03 | nmx 1.081e+03 | 
+2025-11-24 17:11:57,304 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 013/100 | step 00009/00625 | lr 2.240e+00 | atrl 1.325e+06 | trl0 3.494e+00 | nm 3.534e+03 | nmx 3.531e+03 | 
+2025-11-24 17:12:01,045 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 013/100 | step 00010/00625 | lr 2.240e+00 | atrl 1.364e+07 | trl0 3.640e+00 | nm 1.094e+04 | nmx 1.094e+04 | 
+2025-11-24 17:12:04,787 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 013/100 | step 00011/00625 | lr 2.240e+00 | atrl 1.214e+08 | trl0 3.569e+00 | nm 2.995e+04 | nmx 2.995e+04 | 
+2025-11-24 17:12:08,528 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 013/100 | step 00012/00625 | lr 2.240e+00 | atrl 9.887e+08 | trl0 3.456e+00 | nm 9.346e+04 | nmx 9.346e+04 | 
+2025-11-24 17:12:12,274 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 013/100 | step 00013/00625 | lr 2.240e+00 | atrl 1.038e+10 | trl0 3.586e+00 | nm 3.296e+05 | nmx 3.296e+05 | 
+2025-11-24 17:12:16,019 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 013/100 | step 00014/00625 | lr 2.240e+00 | atrl 1.173e+11 | trl0 3.583e+00 | nm 9.968e+05 | nmx 9.968e+05 | 
+2025-11-24 17:12:19,761 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 013/100 | step 00015/00625 | lr 2.240e+00 | atrl 9.668e+11 | trl0 3.540e+00 | nm 2.550e+06 | nmx 2.550e+06 | 
+2025-11-24 17:12:23,503 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 013/100 | step 00016/00625 | lr 2.240e+00 | atrl 6.962e+12 | trl0 3.504e+00 | nm 7.603e+06 | nmx 7.603e+06 | 
+2025-11-24 17:12:27,243 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 013/100 | step 00017/00625 | lr 2.240e+00 | atrl 6.616e+13 | trl0 3.484e+00 | nm 2.505e+07 | nmx 2.505e+07 | 
+2025-11-24 17:12:30,987 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 013/100 | step 00018/00625 | lr 2.240e+00 | atrl 6.974e+14 | trl0 3.595e+00 | nm 7.954e+07 | nmx 7.954e+07 | 
+2025-11-24 17:12:34,729 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 013/100 | step 00019/00625 | lr 2.240e+00 | atrl 7.077e+15 | trl0 3.506e+00 | nm 2.541e+08 | nmx 2.541e+08 | 
+2025-11-24 17:12:38,472 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 013/100 | step 00020/00625 | lr 2.240e+00 | atrl 7.102e+16 | trl0 3.490e+00 | nm 7.903e+08 | nmx 7.903e+08 | 
+2025-11-24 17:12:42,213 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 013/100 | step 00021/00625 | lr 2.240e+00 | atrl 6.811e+17 | trl0 3.541e+00 | nm 2.417e+09 | nmx 2.417e+09 | 
+2025-11-24 17:12:45,955 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 013/100 | step 00022/00625 | lr 2.240e+00 | atrl 6.153e+18 | trl0 3.553e+00 | nm 7.006e+09 | nmx 7.006e+09 | 
+2025-11-24 17:12:49,697 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 013/100 | step 00023/00625 | lr 2.240e+00 | atrl 5.852e+19 | trl0 3.561e+00 | nm 2.468e+10 | nmx 2.468e+10 | 
+2025-11-24 17:12:53,438 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 013/100 | step 00024/00625 | lr 2.240e+00 | atrl 6.631e+20 | trl0 3.523e+00 | nm 7.535e+10 | nmx 7.535e+10 | 
+2025-11-24 17:12:57,180 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 013/100 | step 00025/00625 | lr 2.240e+00 | atrl 6.543e+21 | trl0 3.580e+00 | nm 2.508e+11 | nmx 2.508e+11 | 
+2025-11-24 17:13:00,922 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 013/100 | step 00026/00625 | lr 2.240e+00 | atrl 7.179e+22 | trl0 3.541e+00 | nm 8.220e+11 | nmx 8.220e+11 | 
+2025-11-24 17:13:04,665 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 013/100 | step 00027/00625 | lr 2.240e+00 | atrl 7.694e+23 | trl0 3.517e+00 | nm 2.684e+12 | nmx 2.684e+12 | 
+2025-11-24 17:13:08,407 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 013/100 | step 00028/00625 | lr 2.240e+00 | atrl 8.058e+24 | trl0 3.544e+00 | nm 8.540e+12 | nmx 8.540e+12 | 
+2025-11-24 17:13:12,148 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 013/100 | step 00029/00625 | lr 2.240e+00 | atrl 9.050e+25 | trl0 3.506e+00 | nm 3.204e+13 | nmx 3.204e+13 | 
+2025-11-24 17:13:15,888 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 013/100 | step 00030/00625 | lr 2.240e+00 | atrl 1.119e+27 | trl0 3.469e+00 | nm 9.817e+13 | nmx 9.817e+13 | 
+2025-11-24 17:13:19,632 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 013/100 | step 00031/00625 | lr 2.240e+00 | atrl 1.094e+28 | trl0 3.503e+00 | nm 3.199e+14 | nmx 3.199e+14 | 
+2025-11-24 17:13:23,372 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 013/100 | step 00032/00625 | lr 2.240e+00 | atrl 1.155e+29 | trl0 3.501e+00 | nm 1.035e+15 | nmx 1.035e+15 | 
+2025-11-24 17:13:23,697 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 17:13:23,697 | INFO | Starting LR test 2/5: lr=1.2000
+2025-11-24 17:13:23,697 | INFO | Starting EoS for LR factor 1.2000
+2025-11-24 17:13:23,697 | INFO | Starting EoS for checkpoint 12
+2025-11-24 17:13:23,697 | INFO | Starting EoS for model resnet50
+2025-11-24 17:13:24,081 | INFO | Model state successfully loaded
+2025-11-24 17:13:24,297 | INFO | Wrapped model with DDP
+2025-11-24 17:13:24,300 | INFO | Current learning rate: 1.92
+2025-11-24 17:13:24,300 | INFO | Original learning rate: 1.6
+2025-11-24 17:13:24,362 | INFO | 🎯 Momentum Information:
+2025-11-24 17:13:24,362 | INFO |   Extracted vectors: 161
+2025-11-24 17:13:24,362 | INFO |   Has momentum state: True
+2025-11-24 17:13:32,241 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 013/100 | step 00000/00625 | lr 1.920e+00 | atrl 3.532e+00 | trl0 3.532e+00 | nm 1.512e+02 | nmx 2.246e+00 | 
+2025-11-24 17:13:35,983 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 013/100 | step 00001/00625 | lr 1.920e+00 | atrl 6.039e+00 | trl0 3.488e+00 | nm 1.511e+02 | nmx 1.215e+00 | 
+2025-11-24 17:13:39,728 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 013/100 | step 00002/00625 | lr 1.920e+00 | atrl 4.355e+00 | trl0 3.543e+00 | nm 1.512e+02 | nmx 2.357e+00 | 
+2025-11-24 17:13:43,476 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 013/100 | step 00003/00625 | lr 1.920e+00 | atrl 6.763e+00 | trl0 3.591e+00 | nm 1.512e+02 | nmx 2.164e+00 | 
+2025-11-24 17:13:47,217 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 013/100 | step 00004/00625 | lr 1.920e+00 | atrl 7.332e+00 | trl0 3.528e+00 | nm 1.512e+02 | nmx 4.005e+00 | 
+2025-11-24 17:13:50,961 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 013/100 | step 00005/00625 | lr 1.920e+00 | atrl 1.706e+01 | trl0 3.580e+00 | nm 1.513e+02 | nmx 6.730e+00 | 
+2025-11-24 17:13:54,704 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 013/100 | step 00006/00625 | lr 1.920e+00 | atrl 4.743e+01 | trl0 3.524e+00 | nm 1.517e+02 | nmx 1.285e+01 | 
+2025-11-24 17:13:58,446 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 013/100 | step 00007/00625 | lr 1.920e+00 | atrl 1.883e+02 | trl0 3.521e+00 | nm 1.545e+02 | nmx 3.228e+01 | 
+2025-11-24 17:14:02,188 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 013/100 | step 00008/00625 | lr 1.920e+00 | atrl 1.087e+03 | trl0 3.564e+00 | nm 1.663e+02 | nmx 6.922e+01 | 
+2025-11-24 17:14:05,934 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 013/100 | step 00009/00625 | lr 1.920e+00 | atrl 5.324e+03 | trl0 3.494e+00 | nm 2.241e+02 | nmx 1.657e+02 | 
+2025-11-24 17:14:09,677 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 013/100 | step 00010/00625 | lr 1.920e+00 | atrl 2.960e+04 | trl0 3.640e+00 | nm 4.075e+02 | nmx 3.783e+02 | 
+2025-11-24 17:14:13,417 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 013/100 | step 00011/00625 | lr 1.920e+00 | atrl 1.425e+05 | trl0 3.569e+00 | nm 7.591e+02 | nmx 7.442e+02 | 
+2025-11-24 17:14:17,158 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 013/100 | step 00012/00625 | lr 1.920e+00 | atrl 5.903e+05 | trl0 3.456e+00 | nm 1.661e+03 | nmx 1.654e+03 | 
+2025-11-24 17:14:20,902 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 013/100 | step 00013/00625 | lr 1.920e+00 | atrl 3.145e+06 | trl0 3.586e+00 | nm 4.241e+03 | nmx 4.238e+03 | 
+2025-11-24 17:14:24,645 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 013/100 | step 00014/00625 | lr 1.920e+00 | atrl 1.907e+07 | trl0 3.583e+00 | nm 9.386e+03 | nmx 9.385e+03 | 
+2025-11-24 17:14:28,388 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 013/100 | step 00015/00625 | lr 1.920e+00 | atrl 8.418e+07 | trl0 3.540e+00 | nm 1.704e+04 | nmx 1.704e+04 | 
+2025-11-24 17:14:32,129 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 013/100 | step 00016/00625 | lr 1.920e+00 | atrl 2.966e+08 | trl0 3.504e+00 | nm 3.506e+04 | nmx 3.505e+04 | 
+2025-11-24 17:14:35,872 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 013/100 | step 00017/00625 | lr 1.920e+00 | atrl 1.358e+09 | trl0 3.484e+00 | nm 8.289e+04 | nmx 8.289e+04 | 
+2025-11-24 17:14:39,614 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 013/100 | step 00018/00625 | lr 1.920e+00 | atrl 7.490e+09 | trl0 3.595e+00 | nm 1.929e+05 | nmx 1.929e+05 | 
+2025-11-24 17:14:43,355 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 013/100 | step 00019/00625 | lr 1.920e+00 | atrl 4.048e+10 | trl0 3.506e+00 | nm 4.453e+05 | nmx 4.453e+05 | 
+2025-11-24 17:14:47,098 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 013/100 | step 00020/00625 | lr 1.920e+00 | atrl 2.132e+11 | trl0 3.490e+00 | nm 1.004e+06 | nmx 1.004e+06 | 
+2025-11-24 17:14:50,840 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 013/100 | step 00021/00625 | lr 1.920e+00 | atrl 1.070e+12 | trl0 3.541e+00 | nm 2.208e+06 | nmx 2.208e+06 | 
+2025-11-24 17:14:54,581 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 013/100 | step 00022/00625 | lr 1.920e+00 | atrl 4.995e+12 | trl0 3.553e+00 | nm 4.554e+06 | nmx 4.554e+06 | 
+2025-11-24 17:14:58,323 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 013/100 | step 00023/00625 | lr 1.920e+00 | atrl 2.387e+13 | trl0 3.561e+00 | nm 1.161e+07 | nmx 1.161e+07 | 
+2025-11-24 17:15:02,064 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 013/100 | step 00024/00625 | lr 1.920e+00 | atrl 1.440e+14 | trl0 3.523e+00 | nm 2.586e+07 | nmx 2.586e+07 | 
+2025-11-24 17:15:05,806 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 013/100 | step 00025/00625 | lr 1.920e+00 | atrl 7.496e+14 | trl0 3.580e+00 | nm 6.246e+07 | nmx 6.246e+07 | 
+2025-11-24 17:15:09,547 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 013/100 | step 00026/00625 | lr 1.920e+00 | atrl 4.359e+15 | trl0 3.541e+00 | nm 1.500e+08 | nmx 1.500e+08 | 
+2025-11-24 17:15:13,290 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 013/100 | step 00027/00625 | lr 1.920e+00 | atrl 2.511e+16 | trl0 3.517e+00 | nm 3.589e+08 | nmx 3.589e+08 | 
+2025-11-24 17:15:17,033 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 013/100 | step 00028/00625 | lr 1.920e+00 | atrl 1.407e+17 | trl0 3.544e+00 | nm 8.306e+08 | nmx 8.306e+08 | 
+2025-11-24 17:15:20,775 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 013/100 | step 00029/00625 | lr 1.920e+00 | atrl 8.338e+17 | trl0 3.506e+00 | nm 2.308e+09 | nmx 2.308e+09 | 
+2025-11-24 17:15:24,515 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 013/100 | step 00030/00625 | lr 1.920e+00 | atrl 5.720e+18 | trl0 3.469e+00 | nm 5.204e+09 | nmx 5.204e+09 | 
+2025-11-24 17:15:28,257 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 013/100 | step 00031/00625 | lr 1.920e+00 | atrl 2.997e+19 | trl0 3.503e+00 | nm 1.230e+10 | nmx 1.230e+10 | 
+2025-11-24 17:15:32,000 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 013/100 | step 00032/00625 | lr 1.920e+00 | atrl 1.669e+20 | trl0 3.501e+00 | nm 2.902e+10 | nmx 2.902e+10 | 
+2025-11-24 17:15:35,746 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 013/100 | step 00033/00625 | lr 1.920e+00 | atrl 9.184e+20 | trl0 3.518e+00 | nm 6.733e+10 | nmx 6.733e+10 | 
+2025-11-24 17:15:39,489 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 013/100 | step 00034/00625 | lr 1.920e+00 | atrl 5.031e+21 | trl0 3.437e+00 | nm 1.611e+11 | nmx 1.611e+11 | 
+2025-11-24 17:15:43,233 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 013/100 | step 00035/00625 | lr 1.920e+00 | atrl 2.892e+22 | trl0 3.518e+00 | nm 3.861e+11 | nmx 3.861e+11 | 
+2025-11-24 17:15:46,975 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 013/100 | step 00036/00625 | lr 1.920e+00 | atrl 1.766e+23 | trl0 3.478e+00 | nm 1.031e+12 | nmx 1.031e+12 | 
+2025-11-24 17:15:50,717 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 013/100 | step 00037/00625 | lr 1.920e+00 | atrl 1.148e+24 | trl0 3.558e+00 | nm 2.337e+12 | nmx 2.337e+12 | 
+2025-11-24 17:15:54,460 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 013/100 | step 00038/00625 | lr 1.920e+00 | atrl 6.138e+24 | trl0 3.510e+00 | nm 5.638e+12 | nmx 5.638e+12 | 
+2025-11-24 17:15:58,203 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 013/100 | step 00039/00625 | lr 1.920e+00 | atrl 3.427e+25 | trl0 3.500e+00 | nm 1.277e+13 | nmx 1.277e+13 | 
+2025-11-24 17:16:01,945 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 013/100 | step 00040/00625 | lr 1.920e+00 | atrl 1.757e+26 | trl0 3.473e+00 | nm 2.876e+13 | nmx 2.876e+13 | 
+2025-11-24 17:16:05,689 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 013/100 | step 00041/00625 | lr 1.920e+00 | atrl 9.262e+26 | trl0 3.522e+00 | nm 6.965e+13 | nmx 6.965e+13 | 
+2025-11-24 17:16:09,432 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 013/100 | step 00042/00625 | lr 1.920e+00 | atrl 5.270e+27 | trl0 3.531e+00 | nm 1.609e+14 | nmx 1.609e+14 | 
+2025-11-24 17:16:13,177 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 013/100 | step 00043/00625 | lr 1.920e+00 | atrl 3.088e+28 | trl0 3.589e+00 | nm 4.380e+14 | nmx 4.380e+14 | 
+2025-11-24 17:16:16,919 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 013/100 | step 00044/00625 | lr 1.920e+00 | atrl 2.097e+29 | trl0 3.530e+00 | nm 1.018e+15 | nmx 1.018e+15 | 
+2025-11-24 17:16:17,130 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 17:16:17,130 | INFO | Starting LR test 3/5: lr=1.0000
+2025-11-24 17:16:17,130 | INFO | Starting EoS for LR factor 1.0000
+2025-11-24 17:16:17,130 | INFO | Starting EoS for checkpoint 12
+2025-11-24 17:16:17,130 | INFO | Starting EoS for model resnet50
+2025-11-24 17:16:17,514 | INFO | Model state successfully loaded
+2025-11-24 17:16:18,121 | INFO | Wrapped model with DDP
+2025-11-24 17:16:18,123 | INFO | Current learning rate: 1.6
+2025-11-24 17:16:18,123 | INFO | Original learning rate: 1.6
+2025-11-24 17:16:18,127 | INFO | 🎯 Momentum Information:
+2025-11-24 17:16:18,127 | INFO |   Extracted vectors: 161
+2025-11-24 17:16:18,127 | INFO |   Has momentum state: True
+2025-11-24 17:16:25,597 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 013/100 | step 00000/00625 | lr 1.600e+00 | atrl 3.532e+00 | trl0 3.532e+00 | nm 1.512e+02 | nmx 1.872e+00 | 
+2025-11-24 17:16:29,342 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 013/100 | step 00001/00625 | lr 1.600e+00 | atrl 5.245e+00 | trl0 3.488e+00 | nm 1.511e+02 | nmx 1.077e+00 | 
+2025-11-24 17:16:33,087 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 013/100 | step 00002/00625 | lr 1.600e+00 | atrl 4.080e+00 | trl0 3.543e+00 | nm 1.511e+02 | nmx 1.767e+00 | 
+2025-11-24 17:16:36,830 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 013/100 | step 00003/00625 | lr 1.600e+00 | atrl 5.197e+00 | trl0 3.591e+00 | nm 1.512e+02 | nmx 1.435e+00 | 
+2025-11-24 17:16:40,571 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 013/100 | step 00004/00625 | lr 1.600e+00 | atrl 4.632e+00 | trl0 3.528e+00 | nm 1.512e+02 | nmx 1.690e+00 | 
+2025-11-24 17:16:44,314 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 013/100 | step 00005/00625 | lr 1.600e+00 | atrl 5.109e+00 | trl0 3.580e+00 | nm 1.511e+02 | nmx 1.734e+00 | 
+2025-11-24 17:16:48,055 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 013/100 | step 00006/00625 | lr 1.600e+00 | atrl 5.084e+00 | trl0 3.524e+00 | nm 1.511e+02 | nmx 1.656e+00 | 
+2025-11-24 17:16:51,797 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 013/100 | step 00007/00625 | lr 1.600e+00 | atrl 4.998e+00 | trl0 3.521e+00 | nm 1.511e+02 | nmx 1.912e+00 | 
+2025-11-24 17:16:55,540 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 013/100 | step 00008/00625 | lr 1.600e+00 | atrl 5.669e+00 | trl0 3.564e+00 | nm 1.512e+02 | nmx 1.810e+00 | 
+2025-11-24 17:16:59,285 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 013/100 | step 00009/00625 | lr 1.600e+00 | atrl 5.490e+00 | trl0 3.494e+00 | nm 1.511e+02 | nmx 2.170e+00 | 
+2025-11-24 17:17:03,028 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 013/100 | step 00010/00625 | lr 1.600e+00 | atrl 6.691e+00 | trl0 3.640e+00 | nm 1.511e+02 | nmx 2.260e+00 | 
+2025-11-24 17:17:06,771 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 013/100 | step 00011/00625 | lr 1.600e+00 | atrl 6.994e+00 | trl0 3.569e+00 | nm 1.512e+02 | nmx 2.434e+00 | 
+2025-11-24 17:17:10,515 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 013/100 | step 00012/00625 | lr 1.600e+00 | atrl 7.432e+00 | trl0 3.456e+00 | nm 1.512e+02 | nmx 2.453e+00 | 
+2025-11-24 17:17:14,258 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 013/100 | step 00013/00625 | lr 1.600e+00 | atrl 7.700e+00 | trl0 3.586e+00 | nm 1.512e+02 | nmx 2.774e+00 | 
+2025-11-24 17:17:18,003 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 013/100 | step 00014/00625 | lr 1.600e+00 | atrl 9.076e+00 | trl0 3.583e+00 | nm 1.512e+02 | nmx 3.027e+00 | 
+2025-11-24 17:17:21,746 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 013/100 | step 00015/00625 | lr 1.600e+00 | atrl 9.729e+00 | trl0 3.540e+00 | nm 1.511e+02 | nmx 2.859e+00 | 
+2025-11-24 17:17:25,488 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 013/100 | step 00016/00625 | lr 1.600e+00 | atrl 8.726e+00 | trl0 3.504e+00 | nm 1.512e+02 | nmx 2.758e+00 | 
+2025-11-24 17:17:29,232 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 013/100 | step 00017/00625 | lr 1.600e+00 | atrl 7.819e+00 | trl0 3.484e+00 | nm 1.512e+02 | nmx 2.611e+00 | 
+2025-11-24 17:17:32,974 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 013/100 | step 00018/00625 | lr 1.600e+00 | atrl 7.304e+00 | trl0 3.595e+00 | nm 1.512e+02 | nmx 2.558e+00 | 
+2025-11-24 17:17:36,716 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 013/100 | step 00019/00625 | lr 1.600e+00 | atrl 6.938e+00 | trl0 3.506e+00 | nm 1.511e+02 | nmx 2.525e+00 | 
+2025-11-24 17:17:40,458 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 013/100 | step 00020/00625 | lr 1.600e+00 | atrl 6.900e+00 | trl0 3.490e+00 | nm 1.512e+02 | nmx 2.543e+00 | 
+2025-11-24 17:17:44,200 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 013/100 | step 00021/00625 | lr 1.600e+00 | atrl 7.106e+00 | trl0 3.541e+00 | nm 1.512e+02 | nmx 2.529e+00 | 
+2025-11-24 17:17:47,942 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 013/100 | step 00022/00625 | lr 1.600e+00 | atrl 7.170e+00 | trl0 3.553e+00 | nm 1.512e+02 | nmx 2.593e+00 | 
+2025-11-24 17:17:51,684 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 013/100 | step 00023/00625 | lr 1.600e+00 | atrl 7.632e+00 | trl0 3.561e+00 | nm 1.512e+02 | nmx 2.810e+00 | 
+2025-11-24 17:17:55,427 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 013/100 | step 00024/00625 | lr 1.600e+00 | atrl 8.588e+00 | trl0 3.523e+00 | nm 1.512e+02 | nmx 2.980e+00 | 
+2025-11-24 17:17:59,170 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 013/100 | step 00025/00625 | lr 1.600e+00 | atrl 1.002e+01 | trl0 3.580e+00 | nm 1.512e+02 | nmx 3.436e+00 | 
+2025-11-24 17:18:02,912 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 013/100 | step 00026/00625 | lr 1.600e+00 | atrl 1.265e+01 | trl0 3.541e+00 | nm 1.512e+02 | nmx 4.080e+00 | 
+2025-11-24 17:18:06,653 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 013/100 | step 00027/00625 | lr 1.600e+00 | atrl 1.771e+01 | trl0 3.517e+00 | nm 1.512e+02 | nmx 5.088e+00 | 
+2025-11-24 17:18:10,395 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 013/100 | step 00028/00625 | lr 1.600e+00 | atrl 2.586e+01 | trl0 3.544e+00 | nm 1.512e+02 | nmx 6.062e+00 | 
+2025-11-24 17:18:14,136 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 013/100 | step 00029/00625 | lr 1.600e+00 | atrl 3.891e+01 | trl0 3.506e+00 | nm 1.514e+02 | nmx 8.898e+00 | 
+2025-11-24 17:18:17,878 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 013/100 | step 00030/00625 | lr 1.600e+00 | atrl 7.746e+01 | trl0 3.469e+00 | nm 1.515e+02 | nmx 1.128e+01 | 
+2025-11-24 17:18:21,621 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 013/100 | step 00031/00625 | lr 1.600e+00 | atrl 1.248e+02 | trl0 3.503e+00 | nm 1.518e+02 | nmx 1.426e+01 | 
+2025-11-24 17:18:25,364 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 013/100 | step 00032/00625 | lr 1.600e+00 | atrl 1.951e+02 | trl0 3.501e+00 | nm 1.522e+02 | nmx 1.797e+01 | 
+2025-11-24 17:18:29,106 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 013/100 | step 00033/00625 | lr 1.600e+00 | atrl 3.034e+02 | trl0 3.518e+00 | nm 1.528e+02 | nmx 2.216e+01 | 
+2025-11-24 17:18:32,849 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 013/100 | step 00034/00625 | lr 1.600e+00 | atrl 4.541e+02 | trl0 3.437e+00 | nm 1.535e+02 | nmx 2.722e+01 | 
+2025-11-24 17:18:36,591 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 013/100 | step 00035/00625 | lr 1.600e+00 | atrl 6.973e+02 | trl0 3.518e+00 | nm 1.550e+02 | nmx 3.432e+01 | 
+2025-11-24 17:18:40,333 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 013/100 | step 00036/00625 | lr 1.600e+00 | atrl 1.169e+03 | trl0 3.478e+00 | nm 1.588e+02 | nmx 4.915e+01 | 
+2025-11-24 17:18:44,075 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 013/100 | step 00037/00625 | lr 1.600e+00 | atrl 2.335e+03 | trl0 3.558e+00 | nm 1.639e+02 | nmx 6.328e+01 | 
+2025-11-24 17:18:47,817 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 013/100 | step 00038/00625 | lr 1.600e+00 | atrl 3.905e+03 | trl0 3.510e+00 | nm 1.718e+02 | nmx 8.190e+01 | 
+2025-11-24 17:18:51,559 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 013/100 | step 00039/00625 | lr 1.600e+00 | atrl 6.386e+03 | trl0 3.500e+00 | nm 1.825e+02 | nmx 1.021e+02 | 
+2025-11-24 17:18:55,303 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 013/100 | step 00040/00625 | lr 1.600e+00 | atrl 9.534e+03 | trl0 3.473e+00 | nm 1.916e+02 | nmx 1.180e+02 | 
+2025-11-24 17:18:59,046 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 013/100 | step 00041/00625 | lr 1.600e+00 | atrl 1.294e+04 | trl0 3.522e+00 | nm 2.110e+02 | nmx 1.470e+02 | 
+2025-11-24 17:19:02,789 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 013/100 | step 00042/00625 | lr 1.600e+00 | atrl 1.979e+04 | trl0 3.531e+00 | nm 2.357e+02 | nmx 1.810e+02 | 
+2025-11-24 17:19:06,532 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 013/100 | step 00043/00625 | lr 1.600e+00 | atrl 3.213e+04 | trl0 3.589e+00 | nm 3.029e+02 | nmx 2.622e+02 | 
+2025-11-24 17:19:10,275 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 013/100 | step 00044/00625 | lr 1.600e+00 | atrl 6.640e+04 | trl0 3.530e+00 | nm 3.780e+02 | nmx 3.468e+02 | 
+2025-11-24 17:19:14,018 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 013/100 | step 00045/00625 | lr 1.600e+00 | atrl 1.093e+05 | trl0 3.528e+00 | nm 4.200e+02 | nmx 3.915e+02 | 
+2025-11-24 17:19:17,761 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 013/100 | step 00046/00625 | lr 1.600e+00 | atrl 1.456e+05 | trl0 3.521e+00 | nm 5.407e+02 | nmx 5.193e+02 | 
+2025-11-24 17:19:21,504 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 013/100 | step 00047/00625 | lr 1.600e+00 | atrl 2.655e+05 | trl0 3.486e+00 | nm 7.485e+02 | nmx 7.328e+02 | 
+2025-11-24 17:19:25,246 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 013/100 | step 00048/00625 | lr 1.600e+00 | atrl 5.656e+05 | trl0 3.531e+00 | nm 1.172e+03 | nmx 1.163e+03 | 
+2025-11-24 17:19:28,987 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 013/100 | step 00049/00625 | lr 1.600e+00 | atrl 1.459e+06 | trl0 3.488e+00 | nm 1.901e+03 | nmx 1.895e+03 | 
+2025-11-24 17:19:29,614 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 17:19:29,614 | INFO | Starting LR test 4/5: lr=0.8000
+2025-11-24 17:19:29,614 | INFO | Starting EoS for LR factor 0.8000
+2025-11-24 17:19:29,614 | INFO | Starting EoS for checkpoint 12
+2025-11-24 17:19:29,614 | INFO | Starting EoS for model resnet50
+2025-11-24 17:19:29,996 | INFO | Model state successfully loaded
+2025-11-24 17:19:30,150 | INFO | Wrapped model with DDP
+2025-11-24 17:19:30,153 | INFO | Current learning rate: 1.28
+2025-11-24 17:19:30,153 | INFO | Original learning rate: 1.6
+2025-11-24 17:19:30,156 | INFO | 🎯 Momentum Information:
+2025-11-24 17:19:30,156 | INFO |   Extracted vectors: 161
+2025-11-24 17:19:30,156 | INFO |   Has momentum state: True
+2025-11-24 17:19:37,682 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 013/100 | step 00000/00625 | lr 1.280e+00 | atrl 3.532e+00 | trl0 3.532e+00 | nm 1.511e+02 | nmx 1.497e+00 | 
+2025-11-24 17:19:41,424 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 013/100 | step 00001/00625 | lr 1.280e+00 | atrl 4.598e+00 | trl0 3.488e+00 | nm 1.511e+02 | nmx 1.163e+00 | 
+2025-11-24 17:19:45,166 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 013/100 | step 00002/00625 | lr 1.280e+00 | atrl 4.141e+00 | trl0 3.543e+00 | nm 1.511e+02 | nmx 1.149e+00 | 
+2025-11-24 17:19:48,910 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 013/100 | step 00003/00625 | lr 1.280e+00 | atrl 4.210e+00 | trl0 3.591e+00 | nm 1.511e+02 | nmx 1.501e+00 | 
+2025-11-24 17:19:52,650 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 013/100 | step 00004/00625 | lr 1.280e+00 | atrl 4.673e+00 | trl0 3.528e+00 | nm 1.512e+02 | nmx 1.045e+00 | 
+2025-11-24 17:19:56,394 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 013/100 | step 00005/00625 | lr 1.280e+00 | atrl 4.129e+00 | trl0 3.580e+00 | nm 1.511e+02 | nmx 1.496e+00 | 
+2025-11-24 17:20:00,135 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 013/100 | step 00006/00625 | lr 1.280e+00 | atrl 4.640e+00 | trl0 3.524e+00 | nm 1.511e+02 | nmx 1.350e+00 | 
+2025-11-24 17:20:03,876 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 013/100 | step 00007/00625 | lr 1.280e+00 | atrl 4.383e+00 | trl0 3.521e+00 | nm 1.511e+02 | nmx 1.324e+00 | 
+2025-11-24 17:20:07,617 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 013/100 | step 00008/00625 | lr 1.280e+00 | atrl 4.409e+00 | trl0 3.564e+00 | nm 1.511e+02 | nmx 1.507e+00 | 
+2025-11-24 17:20:11,359 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 013/100 | step 00009/00625 | lr 1.280e+00 | atrl 4.645e+00 | trl0 3.494e+00 | nm 1.511e+02 | nmx 1.306e+00 | 
+2025-11-24 17:20:15,100 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 013/100 | step 00010/00625 | lr 1.280e+00 | atrl 4.490e+00 | trl0 3.640e+00 | nm 1.511e+02 | nmx 1.502e+00 | 
+2025-11-24 17:20:18,840 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 013/100 | step 00011/00625 | lr 1.280e+00 | atrl 4.668e+00 | trl0 3.569e+00 | nm 1.511e+02 | nmx 1.451e+00 | 
+2025-11-24 17:20:22,582 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 013/100 | step 00012/00625 | lr 1.280e+00 | atrl 4.500e+00 | trl0 3.456e+00 | nm 1.511e+02 | nmx 1.408e+00 | 
+2025-11-24 17:20:26,322 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 013/100 | step 00013/00625 | lr 1.280e+00 | atrl 4.566e+00 | trl0 3.586e+00 | nm 1.511e+02 | nmx 1.534e+00 | 
+2025-11-24 17:20:30,062 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 013/100 | step 00014/00625 | lr 1.280e+00 | atrl 4.735e+00 | trl0 3.583e+00 | nm 1.511e+02 | nmx 1.427e+00 | 
+2025-11-24 17:20:33,802 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 013/100 | step 00015/00625 | lr 1.280e+00 | atrl 4.539e+00 | trl0 3.540e+00 | nm 1.511e+02 | nmx 1.497e+00 | 
+2025-11-24 17:20:37,542 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 013/100 | step 00016/00625 | lr 1.280e+00 | atrl 4.623e+00 | trl0 3.504e+00 | nm 1.511e+02 | nmx 1.505e+00 | 
+2025-11-24 17:20:41,284 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 013/100 | step 00017/00625 | lr 1.280e+00 | atrl 4.600e+00 | trl0 3.484e+00 | nm 1.511e+02 | nmx 1.480e+00 | 
+2025-11-24 17:20:45,024 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 013/100 | step 00018/00625 | lr 1.280e+00 | atrl 4.657e+00 | trl0 3.595e+00 | nm 1.511e+02 | nmx 1.536e+00 | 
+2025-11-24 17:20:48,764 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 013/100 | step 00019/00625 | lr 1.280e+00 | atrl 4.684e+00 | trl0 3.506e+00 | nm 1.511e+02 | nmx 1.480e+00 | 
+2025-11-24 17:20:52,505 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 013/100 | step 00020/00625 | lr 1.280e+00 | atrl 4.601e+00 | trl0 3.490e+00 | nm 1.511e+02 | nmx 1.517e+00 | 
+2025-11-24 17:20:56,246 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 013/100 | step 00021/00625 | lr 1.280e+00 | atrl 4.682e+00 | trl0 3.541e+00 | nm 1.511e+02 | nmx 1.530e+00 | 
+2025-11-24 17:20:59,987 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 013/100 | step 00022/00625 | lr 1.280e+00 | atrl 4.707e+00 | trl0 3.553e+00 | nm 1.511e+02 | nmx 1.503e+00 | 
+2025-11-24 17:21:03,728 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 013/100 | step 00023/00625 | lr 1.280e+00 | atrl 4.703e+00 | trl0 3.561e+00 | nm 1.511e+02 | nmx 1.566e+00 | 
+2025-11-24 17:21:07,469 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 013/100 | step 00024/00625 | lr 1.280e+00 | atrl 4.749e+00 | trl0 3.523e+00 | nm 1.511e+02 | nmx 1.514e+00 | 
+2025-11-24 17:21:11,209 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 013/100 | step 00025/00625 | lr 1.280e+00 | atrl 4.721e+00 | trl0 3.580e+00 | nm 1.511e+02 | nmx 1.534e+00 | 
+2025-11-24 17:21:14,949 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 013/100 | step 00026/00625 | lr 1.280e+00 | atrl 4.723e+00 | trl0 3.541e+00 | nm 1.511e+02 | nmx 1.551e+00 | 
+2025-11-24 17:21:18,689 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 013/100 | step 00027/00625 | lr 1.280e+00 | atrl 4.705e+00 | trl0 3.517e+00 | nm 1.511e+02 | nmx 1.524e+00 | 
+2025-11-24 17:21:22,431 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 013/100 | step 00028/00625 | lr 1.280e+00 | atrl 4.721e+00 | trl0 3.544e+00 | nm 1.511e+02 | nmx 1.563e+00 | 
+2025-11-24 17:21:26,172 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 013/100 | step 00029/00625 | lr 1.280e+00 | atrl 4.723e+00 | trl0 3.506e+00 | nm 1.511e+02 | nmx 1.539e+00 | 
+2025-11-24 17:21:29,913 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 013/100 | step 00030/00625 | lr 1.280e+00 | atrl 4.670e+00 | trl0 3.469e+00 | nm 1.511e+02 | nmx 1.532e+00 | 
+2025-11-24 17:21:33,654 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 013/100 | step 00031/00625 | lr 1.280e+00 | atrl 4.680e+00 | trl0 3.503e+00 | nm 1.511e+02 | nmx 1.561e+00 | 
+2025-11-24 17:21:37,396 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 013/100 | step 00032/00625 | lr 1.280e+00 | atrl 4.722e+00 | trl0 3.501e+00 | nm 1.511e+02 | nmx 1.537e+00 | 
+2025-11-24 17:21:41,137 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 013/100 | step 00033/00625 | lr 1.280e+00 | atrl 4.701e+00 | trl0 3.518e+00 | nm 1.511e+02 | nmx 1.576e+00 | 
+2025-11-24 17:21:44,877 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 013/100 | step 00034/00625 | lr 1.280e+00 | atrl 4.709e+00 | trl0 3.437e+00 | nm 1.511e+02 | nmx 1.549e+00 | 
+2025-11-24 17:21:48,617 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 013/100 | step 00035/00625 | lr 1.280e+00 | atrl 4.712e+00 | trl0 3.518e+00 | nm 1.511e+02 | nmx 1.554e+00 | 
+2025-11-24 17:21:52,358 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 013/100 | step 00036/00625 | lr 1.280e+00 | atrl 4.710e+00 | trl0 3.478e+00 | nm 1.511e+02 | nmx 1.567e+00 | 
+2025-11-24 17:21:56,099 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 013/100 | step 00037/00625 | lr 1.280e+00 | atrl 4.801e+00 | trl0 3.558e+00 | nm 1.511e+02 | nmx 1.561e+00 | 
+2025-11-24 17:21:59,839 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 013/100 | step 00038/00625 | lr 1.280e+00 | atrl 4.727e+00 | trl0 3.510e+00 | nm 1.511e+02 | nmx 1.589e+00 | 
+2025-11-24 17:22:03,580 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 013/100 | step 00039/00625 | lr 1.280e+00 | atrl 4.786e+00 | trl0 3.500e+00 | nm 1.511e+02 | nmx 1.573e+00 | 
+2025-11-24 17:22:07,321 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 013/100 | step 00040/00625 | lr 1.280e+00 | atrl 4.728e+00 | trl0 3.473e+00 | nm 1.511e+02 | nmx 1.581e+00 | 
+2025-11-24 17:22:11,061 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 013/100 | step 00041/00625 | lr 1.280e+00 | atrl 4.787e+00 | trl0 3.522e+00 | nm 1.511e+02 | nmx 1.574e+00 | 
+2025-11-24 17:22:14,802 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 013/100 | step 00042/00625 | lr 1.280e+00 | atrl 4.794e+00 | trl0 3.531e+00 | nm 1.511e+02 | nmx 1.600e+00 | 
+2025-11-24 17:22:18,542 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 013/100 | step 00043/00625 | lr 1.280e+00 | atrl 4.876e+00 | trl0 3.589e+00 | nm 1.511e+02 | nmx 1.595e+00 | 
+2025-11-24 17:22:22,284 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 013/100 | step 00044/00625 | lr 1.280e+00 | atrl 4.792e+00 | trl0 3.530e+00 | nm 1.511e+02 | nmx 1.585e+00 | 
+2025-11-24 17:22:26,024 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 013/100 | step 00045/00625 | lr 1.280e+00 | atrl 4.810e+00 | trl0 3.528e+00 | nm 1.511e+02 | nmx 1.566e+00 | 
+2025-11-24 17:22:29,765 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 013/100 | step 00046/00625 | lr 1.280e+00 | atrl 4.788e+00 | trl0 3.521e+00 | nm 1.511e+02 | nmx 1.605e+00 | 
+2025-11-24 17:22:33,507 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 013/100 | step 00047/00625 | lr 1.280e+00 | atrl 4.807e+00 | trl0 3.486e+00 | nm 1.511e+02 | nmx 1.582e+00 | 
+2025-11-24 17:22:37,246 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 013/100 | step 00048/00625 | lr 1.280e+00 | atrl 4.781e+00 | trl0 3.531e+00 | nm 1.511e+02 | nmx 1.578e+00 | 
+2025-11-24 17:22:40,986 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 013/100 | step 00049/00625 | lr 1.280e+00 | atrl 4.727e+00 | trl0 3.488e+00 | nm 1.511e+02 | nmx 1.591e+00 | 
+2025-11-24 17:22:41,535 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 17:22:41,535 | INFO | Starting LR test 5/5: lr=0.6000
+2025-11-24 17:22:41,535 | INFO | Starting EoS for LR factor 0.6000
+2025-11-24 17:22:41,535 | INFO | Starting EoS for checkpoint 12
+2025-11-24 17:22:41,536 | INFO | Starting EoS for model resnet50
+2025-11-24 17:22:41,937 | INFO | Model state successfully loaded
+2025-11-24 17:22:42,120 | INFO | Wrapped model with DDP
+2025-11-24 17:22:42,122 | INFO | Current learning rate: 0.96
+2025-11-24 17:22:42,122 | INFO | Original learning rate: 1.6
+2025-11-24 17:22:42,126 | INFO | 🎯 Momentum Information:
+2025-11-24 17:22:42,126 | INFO |   Extracted vectors: 161
+2025-11-24 17:22:42,126 | INFO |   Has momentum state: True
+2025-11-24 17:22:49,652 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 013/100 | step 00000/00625 | lr 9.600e-01 | atrl 3.532e+00 | trl0 3.532e+00 | nm 1.511e+02 | nmx 1.123e+00 | 
+2025-11-24 17:22:53,395 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 013/100 | step 00001/00625 | lr 9.600e-01 | atrl 4.100e+00 | trl0 3.488e+00 | nm 1.511e+02 | nmx 1.182e+00 | 
+2025-11-24 17:22:57,137 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 013/100 | step 00002/00625 | lr 9.600e-01 | atrl 4.165e+00 | trl0 3.543e+00 | nm 1.511e+02 | nmx 7.638e-01 | 
+2025-11-24 17:23:00,880 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 013/100 | step 00003/00625 | lr 9.600e-01 | atrl 3.799e+00 | trl0 3.591e+00 | nm 1.511e+02 | nmx 1.181e+00 | 
+2025-11-24 17:23:04,621 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 013/100 | step 00004/00625 | lr 9.600e-01 | atrl 4.205e+00 | trl0 3.528e+00 | nm 1.511e+02 | nmx 1.131e+00 | 
+2025-11-24 17:23:08,363 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 013/100 | step 00005/00625 | lr 9.600e-01 | atrl 4.204e+00 | trl0 3.580e+00 | nm 1.512e+02 | nmx 8.982e-01 | 
+2025-11-24 17:23:12,105 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 013/100 | step 00006/00625 | lr 9.600e-01 | atrl 3.918e+00 | trl0 3.524e+00 | nm 1.511e+02 | nmx 1.203e+00 | 
+2025-11-24 17:23:15,846 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 013/100 | step 00007/00625 | lr 9.600e-01 | atrl 4.196e+00 | trl0 3.521e+00 | nm 1.511e+02 | nmx 1.194e+00 | 
+2025-11-24 17:23:19,588 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 013/100 | step 00008/00625 | lr 9.600e-01 | atrl 4.211e+00 | trl0 3.564e+00 | nm 1.511e+02 | nmx 1.041e+00 | 
+2025-11-24 17:23:23,330 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 013/100 | step 00009/00625 | lr 9.600e-01 | atrl 3.989e+00 | trl0 3.494e+00 | nm 1.511e+02 | nmx 1.211e+00 | 
+2025-11-24 17:23:27,074 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 013/100 | step 00010/00625 | lr 9.600e-01 | atrl 4.347e+00 | trl0 3.640e+00 | nm 1.511e+02 | nmx 1.196e+00 | 
+2025-11-24 17:23:30,816 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 013/100 | step 00011/00625 | lr 9.600e-01 | atrl 4.272e+00 | trl0 3.569e+00 | nm 1.511e+02 | nmx 1.102e+00 | 
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diff --git a/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-16/train.jsonl b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-16/train.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..cd2e39243a6523ef685bea50f3797c19670e958d
--- /dev/null
+++ b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-16/train.jsonl
@@ -0,0 +1,236 @@
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+{"exp_idx": [4, 5], "lr_factor": 0.6, "epoch": [17, 100], "step": [44, 625], "lr": 0.96, "atrl": 4.247570037841797, "trl0": 3.4619107246398926, "nm": 152.9667236650515, "nmx": 1.2625060437159938, "olr": 1.6, "otrl": 3.504221200942993, "trl01": 3.5855302810668945, "otrl1": 3.60162615776062, "nm0": 152.97545668398655, "onm": 152.86436727992688, "data_diff": 0.0}
+{"exp_idx": [4, 5], "lr_factor": 0.6, "epoch": [17, 100], "step": [45, 625], "lr": 0.96, "atrl": 4.202221393585205, "trl0": 3.412775754928589, "nm": 152.9674876982034, "nmx": 1.261284896035303, "olr": 1.6, "otrl": 3.424196243286133, "trl01": 3.353044033050537, "otrl1": 3.538832187652588, "nm0": 152.97545668398655, "onm": 152.8663305286712, "data_diff": 0.0}
+{"exp_idx": [4, 5], "lr_factor": 0.6, "epoch": [17, 100], "step": [46, 625], "lr": 0.96, "atrl": 4.277212619781494, "trl0": 3.507272958755493, "nm": 152.96544384513433, "nmx": 1.2827228858272761, "olr": 1.6, "otrl": 3.5175251960754395, "trl01": 3.566422700881958, "otrl1": 3.651472806930542, "nm0": 152.97545668398655, "onm": 152.86579831453435, "data_diff": 0.0}
+{"exp_idx": [4, 5], "lr_factor": 0.6, "epoch": [17, 100], "step": [47, 625], "lr": 0.96, "atrl": 4.261226654052734, "trl0": 3.447995662689209, "nm": 152.9637236290463, "nmx": 1.2646553015726916, "olr": 1.6, "otrl": 3.4566683769226074, "trl01": 3.507571220397949, "otrl1": 3.4983692169189453, "nm0": 152.97545668398655, "onm": 152.86614102478165, "data_diff": 0.0}
+{"exp_idx": [4, 5], "lr_factor": 0.6, "epoch": [17, 100], "step": [48, 625], "lr": 0.96, "atrl": 4.225182056427002, "trl0": 3.4525012969970703, "nm": 152.96448826429145, "nmx": 1.272694593366906, "olr": 1.6, "otrl": 3.4680874347686768, "trl01": 3.424900770187378, "otrl1": 3.4143099784851074, "nm0": 152.97545668398655, "onm": 152.86655552437432, "data_diff": 0.0}
+{"exp_idx": [4, 5], "lr_factor": 0.6, "epoch": [17, 100], "step": [49, 625], "lr": 0.96, "atrl": 4.380781173706055, "trl0": 3.5856776237487793, "nm": 152.9662005427228, "nmx": 1.2754676030517706, "olr": 1.6, "otrl": 3.5505878925323486, "trl01": 3.5483832359313965, "otrl1": 3.4741344451904297, "nm0": 152.97545668398655, "onm": 152.86687676088363, "data_diff": 0.0}
diff --git a/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-16/train.log b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-16/train.log
new file mode 100644
index 0000000000000000000000000000000000000000..8db340c3abbda1073b2f880394b2b5f2aa0ddb4e
--- /dev/null
+++ b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-16/train.log
@@ -0,0 +1,297 @@
+2025-11-24 17:26:05,878 | INFO | LR factors: [1.4 1.2 1.  0.8 0.6]
+2025-11-24 17:26:08,262 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 17:26:08,263 | INFO | Starting LR test 1/5: lr=1.4000
+2025-11-24 17:26:08,263 | INFO | Starting EoS for LR factor 1.4000
+2025-11-24 17:26:08,263 | INFO | Starting EoS for checkpoint 16
+2025-11-24 17:26:08,263 | INFO | Starting EoS for model resnet50
+2025-11-24 17:26:08,716 | INFO | Model state successfully loaded
+2025-11-24 17:26:09,918 | INFO | Wrapped model with DDP
+2025-11-24 17:26:09,921 | INFO | Current learning rate: 2.2399999999999998
+2025-11-24 17:26:09,921 | INFO | Original learning rate: 1.6
+2025-11-24 17:26:09,947 | INFO | 🎯 Momentum Information:
+2025-11-24 17:26:09,947 | INFO |   Extracted vectors: 161
+2025-11-24 17:26:09,947 | INFO |   Has momentum state: True
+2025-11-24 17:26:18,669 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 017/100 | step 00000/00625 | lr 2.240e+00 | atrl 3.366e+00 | trl0 3.366e+00 | nm 1.530e+02 | nmx 2.600e+00 | 
+2025-11-24 17:26:22,416 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 017/100 | step 00001/00625 | lr 2.240e+00 | atrl 6.884e+00 | trl0 3.464e+00 | nm 1.530e+02 | nmx 1.676e+00 | 
+2025-11-24 17:26:26,160 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 017/100 | step 00002/00625 | lr 2.240e+00 | atrl 5.003e+00 | trl0 3.452e+00 | nm 1.530e+02 | nmx 2.652e+00 | 
+2025-11-24 17:26:29,904 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 017/100 | step 00003/00625 | lr 2.240e+00 | atrl 7.820e+00 | trl0 3.539e+00 | nm 1.530e+02 | nmx 3.686e+00 | 
+2025-11-24 17:26:33,649 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 017/100 | step 00004/00625 | lr 2.240e+00 | atrl 1.394e+01 | trl0 3.414e+00 | nm 1.531e+02 | nmx 6.939e+00 | 
+2025-11-24 17:26:37,390 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 017/100 | step 00005/00625 | lr 2.240e+00 | atrl 4.765e+01 | trl0 3.540e+00 | nm 1.538e+02 | nmx 1.643e+01 | 
+2025-11-24 17:26:41,131 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 017/100 | step 00006/00625 | lr 2.240e+00 | atrl 2.418e+02 | trl0 3.479e+00 | nm 1.570e+02 | nmx 3.531e+01 | 
+2025-11-24 17:26:44,874 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 017/100 | step 00007/00625 | lr 2.240e+00 | atrl 1.174e+03 | trl0 3.386e+00 | nm 1.741e+02 | nmx 8.307e+01 | 
+2025-11-24 17:26:48,616 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 017/100 | step 00008/00625 | lr 2.240e+00 | atrl 6.654e+03 | trl0 3.471e+00 | nm 2.574e+02 | nmx 2.071e+02 | 
+2025-11-24 17:26:52,356 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 017/100 | step 00009/00625 | lr 2.240e+00 | atrl 4.547e+04 | trl0 3.443e+00 | nm 6.325e+02 | nmx 6.137e+02 | 
+2025-11-24 17:26:56,100 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 017/100 | step 00010/00625 | lr 2.240e+00 | atrl 3.858e+05 | trl0 3.483e+00 | nm 1.720e+03 | nmx 1.713e+03 | 
+2025-11-24 17:26:59,839 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 017/100 | step 00011/00625 | lr 2.240e+00 | atrl 3.171e+06 | trl0 3.503e+00 | nm 5.236e+03 | nmx 5.233e+03 | 
+2025-11-24 17:27:03,580 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 017/100 | step 00012/00625 | lr 2.240e+00 | atrl 3.033e+07 | trl0 3.417e+00 | nm 1.671e+04 | nmx 1.671e+04 | 
+2025-11-24 17:27:07,320 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 017/100 | step 00013/00625 | lr 2.240e+00 | atrl 2.999e+08 | trl0 3.428e+00 | nm 5.055e+04 | nmx 5.055e+04 | 
+2025-11-24 17:27:11,062 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 017/100 | step 00014/00625 | lr 2.240e+00 | atrl 2.553e+09 | trl0 3.466e+00 | nm 1.356e+05 | nmx 1.356e+05 | 
+2025-11-24 17:27:14,803 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 017/100 | step 00015/00625 | lr 2.240e+00 | atrl 1.959e+10 | trl0 3.470e+00 | nm 4.062e+05 | nmx 4.062e+05 | 
+2025-11-24 17:27:18,545 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 017/100 | step 00016/00625 | lr 2.240e+00 | atrl 1.696e+11 | trl0 3.510e+00 | nm 1.148e+06 | nmx 1.148e+06 | 
+2025-11-24 17:27:22,284 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 017/100 | step 00017/00625 | lr 2.240e+00 | atrl 1.411e+12 | trl0 3.434e+00 | nm 3.452e+06 | nmx 3.452e+06 | 
+2025-11-24 17:27:26,025 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 017/100 | step 00018/00625 | lr 2.240e+00 | atrl 1.193e+13 | trl0 3.388e+00 | nm 9.291e+06 | nmx 9.291e+06 | 
+2025-11-24 17:27:29,766 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 017/100 | step 00019/00625 | lr 2.240e+00 | atrl 9.156e+13 | trl0 3.479e+00 | nm 2.755e+07 | nmx 2.755e+07 | 
+2025-11-24 17:27:33,506 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 017/100 | step 00020/00625 | lr 2.240e+00 | atrl 8.211e+14 | trl0 3.476e+00 | nm 8.450e+07 | nmx 8.450e+07 | 
+2025-11-24 17:27:37,249 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 017/100 | step 00021/00625 | lr 2.240e+00 | atrl 7.724e+15 | trl0 3.464e+00 | nm 2.585e+08 | nmx 2.585e+08 | 
+2025-11-24 17:27:40,989 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 017/100 | step 00022/00625 | lr 2.240e+00 | atrl 7.154e+16 | trl0 3.419e+00 | nm 7.743e+08 | nmx 7.743e+08 | 
+2025-11-24 17:27:44,728 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 017/100 | step 00023/00625 | lr 2.240e+00 | atrl 6.413e+17 | trl0 3.471e+00 | nm 2.309e+09 | nmx 2.309e+09 | 
+2025-11-24 17:27:48,472 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 017/100 | step 00024/00625 | lr 2.240e+00 | atrl 5.605e+18 | trl0 3.403e+00 | nm 6.742e+09 | nmx 6.742e+09 | 
+2025-11-24 17:27:52,214 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 017/100 | step 00025/00625 | lr 2.240e+00 | atrl 5.136e+19 | trl0 3.390e+00 | nm 2.208e+10 | nmx 2.208e+10 | 
+2025-11-24 17:27:55,956 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 017/100 | step 00026/00625 | lr 2.240e+00 | atrl 5.433e+20 | trl0 3.454e+00 | nm 7.113e+10 | nmx 7.113e+10 | 
+2025-11-24 17:27:59,695 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 017/100 | step 00027/00625 | lr 2.240e+00 | atrl 5.626e+21 | trl0 3.474e+00 | nm 2.279e+11 | nmx 2.279e+11 | 
+2025-11-24 17:28:03,436 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 017/100 | step 00028/00625 | lr 2.240e+00 | atrl 5.721e+22 | trl0 3.454e+00 | nm 7.163e+11 | nmx 7.163e+11 | 
+2025-11-24 17:28:07,178 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 017/100 | step 00029/00625 | lr 2.240e+00 | atrl 5.539e+23 | trl0 3.463e+00 | nm 2.194e+12 | nmx 2.194e+12 | 
+2025-11-24 17:28:10,919 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 017/100 | step 00030/00625 | lr 2.240e+00 | atrl 5.141e+24 | trl0 3.479e+00 | nm 6.620e+12 | nmx 6.620e+12 | 
+2025-11-24 17:28:14,661 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 017/100 | step 00031/00625 | lr 2.240e+00 | atrl 4.778e+25 | trl0 3.484e+00 | nm 2.047e+13 | nmx 2.047e+13 | 
+2025-11-24 17:28:18,403 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 017/100 | step 00032/00625 | lr 2.240e+00 | atrl 4.965e+26 | trl0 3.435e+00 | nm 7.214e+13 | nmx 7.214e+13 | 
+2025-11-24 17:28:22,145 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 017/100 | step 00033/00625 | lr 2.240e+00 | atrl 5.595e+27 | trl0 3.450e+00 | nm 2.185e+14 | nmx 2.185e+14 | 
+2025-11-24 17:28:25,884 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 017/100 | step 00034/00625 | lr 2.240e+00 | atrl 5.292e+28 | trl0 3.442e+00 | nm 6.928e+14 | nmx 6.928e+14 | 
+2025-11-24 17:28:29,623 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 017/100 | step 00035/00625 | lr 2.240e+00 | atrl 4.823e+29 | trl0 3.521e+00 | nm 1.879e+15 | nmx 1.879e+15 | 
+2025-11-24 17:28:29,950 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 17:28:29,950 | INFO | Starting LR test 2/5: lr=1.2000
+2025-11-24 17:28:29,950 | INFO | Starting EoS for LR factor 1.2000
+2025-11-24 17:28:29,950 | INFO | Starting EoS for checkpoint 16
+2025-11-24 17:28:29,950 | INFO | Starting EoS for model resnet50
+2025-11-24 17:28:30,340 | INFO | Model state successfully loaded
+2025-11-24 17:28:30,552 | INFO | Wrapped model with DDP
+2025-11-24 17:28:30,555 | INFO | Current learning rate: 1.92
+2025-11-24 17:28:30,555 | INFO | Original learning rate: 1.6
+2025-11-24 17:28:30,637 | INFO | 🎯 Momentum Information:
+2025-11-24 17:28:30,637 | INFO |   Extracted vectors: 161
+2025-11-24 17:28:30,637 | INFO |   Has momentum state: True
+2025-11-24 17:28:38,440 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 017/100 | step 00000/00625 | lr 1.920e+00 | atrl 3.366e+00 | trl0 3.366e+00 | nm 1.530e+02 | nmx 2.228e+00 | 
+2025-11-24 17:28:42,181 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 017/100 | step 00001/00625 | lr 1.920e+00 | atrl 5.966e+00 | trl0 3.464e+00 | nm 1.529e+02 | nmx 1.110e+00 | 
+2025-11-24 17:28:45,920 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 017/100 | step 00002/00625 | lr 1.920e+00 | atrl 4.061e+00 | trl0 3.452e+00 | nm 1.530e+02 | nmx 2.264e+00 | 
+2025-11-24 17:28:49,659 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 017/100 | step 00003/00625 | lr 1.920e+00 | atrl 6.277e+00 | trl0 3.539e+00 | nm 1.530e+02 | nmx 1.717e+00 | 
+2025-11-24 17:28:53,400 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 017/100 | step 00004/00625 | lr 1.920e+00 | atrl 5.324e+00 | trl0 3.414e+00 | nm 1.530e+02 | nmx 2.713e+00 | 
+2025-11-24 17:28:57,140 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 017/100 | step 00005/00625 | lr 1.920e+00 | atrl 8.330e+00 | trl0 3.540e+00 | nm 1.530e+02 | nmx 3.163e+00 | 
+2025-11-24 17:29:00,879 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 017/100 | step 00006/00625 | lr 1.920e+00 | atrl 1.136e+01 | trl0 3.479e+00 | nm 1.530e+02 | nmx 4.951e+00 | 
+2025-11-24 17:29:04,617 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 017/100 | step 00007/00625 | lr 1.920e+00 | atrl 2.463e+01 | trl0 3.386e+00 | nm 1.532e+02 | nmx 8.417e+00 | 
+2025-11-24 17:29:08,357 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 017/100 | step 00008/00625 | lr 1.920e+00 | atrl 7.138e+01 | trl0 3.471e+00 | nm 1.538e+02 | nmx 1.610e+01 | 
+2025-11-24 17:29:12,097 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 017/100 | step 00009/00625 | lr 1.920e+00 | atrl 2.893e+02 | trl0 3.443e+00 | nm 1.579e+02 | nmx 3.918e+01 | 
+2025-11-24 17:29:15,836 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 017/100 | step 00010/00625 | lr 1.920e+00 | atrl 1.606e+03 | trl0 3.483e+00 | nm 1.750e+02 | nmx 8.523e+01 | 
+2025-11-24 17:29:19,576 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 017/100 | step 00011/00625 | lr 1.920e+00 | atrl 7.767e+03 | trl0 3.503e+00 | nm 2.466e+02 | nmx 1.933e+02 | 
+2025-11-24 17:29:23,314 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 017/100 | step 00012/00625 | lr 1.920e+00 | atrl 4.109e+04 | trl0 3.417e+00 | nm 4.888e+02 | nmx 4.644e+02 | 
+2025-11-24 17:29:27,054 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 017/100 | step 00013/00625 | lr 1.920e+00 | atrl 2.247e+05 | trl0 3.428e+00 | nm 1.022e+03 | nmx 1.010e+03 | 
+2025-11-24 17:29:30,793 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 017/100 | step 00014/00625 | lr 1.920e+00 | atrl 9.942e+05 | trl0 3.466e+00 | nm 1.925e+03 | nmx 1.919e+03 | 
+2025-11-24 17:29:34,533 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 017/100 | step 00015/00625 | lr 1.920e+00 | atrl 3.773e+06 | trl0 3.470e+00 | nm 4.045e+03 | nmx 4.042e+03 | 
+2025-11-24 17:29:38,273 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 017/100 | step 00016/00625 | lr 1.920e+00 | atrl 1.619e+07 | trl0 3.510e+00 | nm 8.032e+03 | nmx 8.030e+03 | 
+2025-11-24 17:29:42,011 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 017/100 | step 00017/00625 | lr 1.920e+00 | atrl 6.630e+07 | trl0 3.434e+00 | nm 1.704e+04 | nmx 1.704e+04 | 
+2025-11-24 17:29:45,751 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 017/100 | step 00018/00625 | lr 1.920e+00 | atrl 2.819e+08 | trl0 3.388e+00 | nm 3.233e+04 | nmx 3.233e+04 | 
+2025-11-24 17:29:49,492 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 017/100 | step 00019/00625 | lr 1.920e+00 | atrl 1.063e+09 | trl0 3.479e+00 | nm 6.703e+04 | nmx 6.703e+04 | 
+2025-11-24 17:29:53,230 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 017/100 | step 00020/00625 | lr 1.920e+00 | atrl 4.695e+09 | trl0 3.476e+00 | nm 1.467e+05 | nmx 1.467e+05 | 
+2025-11-24 17:29:56,969 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 017/100 | step 00021/00625 | lr 1.920e+00 | atrl 2.249e+10 | trl0 3.464e+00 | nm 3.205e+05 | nmx 3.205e+05 | 
+2025-11-24 17:30:00,706 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 017/100 | step 00022/00625 | lr 1.920e+00 | atrl 1.064e+11 | trl0 3.419e+00 | nm 6.841e+05 | nmx 6.841e+05 | 
+2025-11-24 17:30:04,446 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 017/100 | step 00023/00625 | lr 1.920e+00 | atrl 4.849e+11 | trl0 3.471e+00 | nm 1.451e+06 | nmx 1.451e+06 | 
+2025-11-24 17:30:08,185 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 017/100 | step 00024/00625 | lr 1.920e+00 | atrl 2.148e+12 | trl0 3.403e+00 | nm 3.013e+06 | nmx 3.013e+06 | 
+2025-11-24 17:30:11,924 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 017/100 | step 00025/00625 | lr 1.920e+00 | atrl 9.884e+12 | trl0 3.390e+00 | nm 7.078e+06 | nmx 7.078e+06 | 
+2025-11-24 17:30:15,662 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 017/100 | step 00026/00625 | lr 1.920e+00 | atrl 5.428e+13 | trl0 3.454e+00 | nm 1.660e+07 | nmx 1.660e+07 | 
+2025-11-24 17:30:19,403 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 017/100 | step 00027/00625 | lr 1.920e+00 | atrl 2.979e+14 | trl0 3.474e+00 | nm 3.861e+07 | nmx 3.861e+07 | 
+2025-11-24 17:30:23,141 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 017/100 | step 00028/00625 | lr 1.920e+00 | atrl 1.598e+15 | trl0 3.454e+00 | nm 8.793e+07 | nmx 8.793e+07 | 
+2025-11-24 17:30:26,880 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 017/100 | step 00029/00625 | lr 1.920e+00 | atrl 8.118e+15 | trl0 3.463e+00 | nm 1.943e+08 | nmx 1.943e+08 | 
+2025-11-24 17:30:30,618 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 017/100 | step 00030/00625 | lr 1.920e+00 | atrl 3.902e+16 | trl0 3.479e+00 | nm 4.187e+08 | nmx 4.187e+08 | 
+2025-11-24 17:30:34,358 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 017/100 | step 00031/00625 | lr 1.920e+00 | atrl 1.849e+17 | trl0 3.484e+00 | nm 9.260e+08 | nmx 9.260e+08 | 
+2025-11-24 17:30:38,098 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 017/100 | step 00032/00625 | lr 1.920e+00 | atrl 9.869e+17 | trl0 3.435e+00 | nm 2.394e+09 | nmx 2.394e+09 | 
+2025-11-24 17:30:41,837 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 017/100 | step 00033/00625 | lr 1.920e+00 | atrl 6.030e+18 | trl0 3.450e+00 | nm 5.282e+09 | nmx 5.282e+09 | 
+2025-11-24 17:30:45,576 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 017/100 | step 00034/00625 | lr 1.920e+00 | atrl 3.004e+19 | trl0 3.442e+00 | nm 1.208e+10 | nmx 1.208e+10 | 
+2025-11-24 17:30:49,317 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 017/100 | step 00035/00625 | lr 1.920e+00 | atrl 1.433e+20 | trl0 3.521e+00 | nm 2.335e+10 | nmx 2.335e+10 | 
+2025-11-24 17:30:53,057 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 017/100 | step 00036/00625 | lr 1.920e+00 | atrl 5.636e+20 | trl0 3.448e+00 | nm 5.024e+10 | nmx 5.024e+10 | 
+2025-11-24 17:30:56,795 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 017/100 | step 00037/00625 | lr 1.920e+00 | atrl 2.708e+21 | trl0 3.431e+00 | nm 1.149e+11 | nmx 1.149e+11 | 
+2025-11-24 17:31:00,533 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 017/100 | step 00038/00625 | lr 1.920e+00 | atrl 1.433e+22 | trl0 3.502e+00 | nm 2.685e+11 | nmx 2.685e+11 | 
+2025-11-24 17:31:04,273 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 017/100 | step 00039/00625 | lr 1.920e+00 | atrl 7.979e+22 | trl0 3.502e+00 | nm 6.461e+11 | nmx 6.461e+11 | 
+2025-11-24 17:31:08,012 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 017/100 | step 00040/00625 | lr 1.920e+00 | atrl 4.573e+23 | trl0 3.443e+00 | nm 1.538e+12 | nmx 1.538e+12 | 
+2025-11-24 17:31:11,751 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 017/100 | step 00041/00625 | lr 1.920e+00 | atrl 2.457e+24 | trl0 3.512e+00 | nm 3.347e+12 | nmx 3.347e+12 | 
+2025-11-24 17:31:15,490 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 017/100 | step 00042/00625 | lr 1.920e+00 | atrl 1.194e+25 | trl0 3.495e+00 | nm 7.610e+12 | nmx 7.610e+12 | 
+2025-11-24 17:31:19,230 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 017/100 | step 00043/00625 | lr 1.920e+00 | atrl 6.502e+25 | trl0 3.382e+00 | nm 1.865e+13 | nmx 1.865e+13 | 
+2025-11-24 17:31:22,969 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 017/100 | step 00044/00625 | lr 1.920e+00 | atrl 3.887e+26 | trl0 3.462e+00 | nm 4.600e+13 | nmx 4.600e+13 | 
+2025-11-24 17:31:26,709 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 017/100 | step 00045/00625 | lr 1.920e+00 | atrl 2.360e+27 | trl0 3.413e+00 | nm 1.125e+14 | nmx 1.125e+14 | 
+2025-11-24 17:31:30,447 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 017/100 | step 00046/00625 | lr 1.920e+00 | atrl 1.371e+28 | trl0 3.507e+00 | nm 2.618e+14 | nmx 2.618e+14 | 
+2025-11-24 17:31:34,186 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 017/100 | step 00047/00625 | lr 1.920e+00 | atrl 6.941e+28 | trl0 3.448e+00 | nm 5.341e+14 | nmx 5.341e+14 | 
+2025-11-24 17:31:37,925 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 017/100 | step 00048/00625 | lr 1.920e+00 | atrl 2.751e+29 | trl0 3.453e+00 | nm 9.895e+14 | nmx 9.895e+14 | 
+2025-11-24 17:31:41,663 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 017/100 | step 00049/00625 | lr 1.920e+00 | atrl 9.674e+29 | trl0 3.586e+00 | nm 1.939e+15 | nmx 1.939e+15 | 
+2025-11-24 17:31:42,190 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 17:31:42,191 | INFO | Starting LR test 3/5: lr=1.0000
+2025-11-24 17:31:42,191 | INFO | Starting EoS for LR factor 1.0000
+2025-11-24 17:31:42,191 | INFO | Starting EoS for checkpoint 16
+2025-11-24 17:31:42,191 | INFO | Starting EoS for model resnet50
+2025-11-24 17:31:42,572 | INFO | Model state successfully loaded
+2025-11-24 17:31:42,732 | INFO | Wrapped model with DDP
+2025-11-24 17:31:42,734 | INFO | Current learning rate: 1.6
+2025-11-24 17:31:42,734 | INFO | Original learning rate: 1.6
+2025-11-24 17:31:42,738 | INFO | 🎯 Momentum Information:
+2025-11-24 17:31:42,739 | INFO |   Extracted vectors: 161
+2025-11-24 17:31:42,739 | INFO |   Has momentum state: True
+2025-11-24 17:31:50,214 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 017/100 | step 00000/00625 | lr 1.600e+00 | atrl 3.366e+00 | trl0 3.366e+00 | nm 1.530e+02 | nmx 1.857e+00 | 
+2025-11-24 17:31:53,955 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 017/100 | step 00001/00625 | lr 1.600e+00 | atrl 5.191e+00 | trl0 3.464e+00 | nm 1.530e+02 | nmx 1.025e+00 | 
+2025-11-24 17:31:57,696 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 017/100 | step 00002/00625 | lr 1.600e+00 | atrl 3.907e+00 | trl0 3.452e+00 | nm 1.530e+02 | nmx 1.753e+00 | 
+2025-11-24 17:32:01,437 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 017/100 | step 00003/00625 | lr 1.600e+00 | atrl 5.084e+00 | trl0 3.539e+00 | nm 1.530e+02 | nmx 1.409e+00 | 
+2025-11-24 17:32:05,177 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 017/100 | step 00004/00625 | lr 1.600e+00 | atrl 4.432e+00 | trl0 3.414e+00 | nm 1.530e+02 | nmx 1.627e+00 | 
+2025-11-24 17:32:08,916 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 017/100 | step 00005/00625 | lr 1.600e+00 | atrl 4.911e+00 | trl0 3.540e+00 | nm 1.530e+02 | nmx 1.706e+00 | 
+2025-11-24 17:32:12,656 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 017/100 | step 00006/00625 | lr 1.600e+00 | atrl 4.951e+00 | trl0 3.479e+00 | nm 1.530e+02 | nmx 1.604e+00 | 
+2025-11-24 17:32:16,395 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 017/100 | step 00007/00625 | lr 1.600e+00 | atrl 4.695e+00 | trl0 3.386e+00 | nm 1.530e+02 | nmx 1.833e+00 | 
+2025-11-24 17:32:20,134 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 017/100 | step 00008/00625 | lr 1.600e+00 | atrl 5.210e+00 | trl0 3.471e+00 | nm 1.530e+02 | nmx 1.574e+00 | 
+2025-11-24 17:32:23,874 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 017/100 | step 00009/00625 | lr 1.600e+00 | atrl 4.768e+00 | trl0 3.443e+00 | nm 1.530e+02 | nmx 1.914e+00 | 
+2025-11-24 17:32:27,614 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 017/100 | step 00010/00625 | lr 1.600e+00 | atrl 5.341e+00 | trl0 3.483e+00 | nm 1.530e+02 | nmx 1.673e+00 | 
+2025-11-24 17:32:31,355 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 017/100 | step 00011/00625 | lr 1.600e+00 | atrl 4.954e+00 | trl0 3.503e+00 | nm 1.530e+02 | nmx 1.932e+00 | 
+2025-11-24 17:32:35,094 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 017/100 | step 00012/00625 | lr 1.600e+00 | atrl 5.398e+00 | trl0 3.417e+00 | nm 1.530e+02 | nmx 1.798e+00 | 
+2025-11-24 17:32:38,833 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 017/100 | step 00013/00625 | lr 1.600e+00 | atrl 5.162e+00 | trl0 3.428e+00 | nm 1.530e+02 | nmx 1.905e+00 | 
+2025-11-24 17:32:42,575 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 017/100 | step 00014/00625 | lr 1.600e+00 | atrl 5.360e+00 | trl0 3.466e+00 | nm 1.530e+02 | nmx 1.857e+00 | 
+2025-11-24 17:32:46,314 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 017/100 | step 00015/00625 | lr 1.600e+00 | atrl 5.243e+00 | trl0 3.470e+00 | nm 1.530e+02 | nmx 1.881e+00 | 
+2025-11-24 17:32:50,054 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 017/100 | step 00016/00625 | lr 1.600e+00 | atrl 5.335e+00 | trl0 3.510e+00 | nm 1.530e+02 | nmx 1.917e+00 | 
+2025-11-24 17:32:53,796 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 017/100 | step 00017/00625 | lr 1.600e+00 | atrl 5.324e+00 | trl0 3.434e+00 | nm 1.530e+02 | nmx 1.852e+00 | 
+2025-11-24 17:32:57,536 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 017/100 | step 00018/00625 | lr 1.600e+00 | atrl 5.227e+00 | trl0 3.388e+00 | nm 1.530e+02 | nmx 2.011e+00 | 
+2025-11-24 17:33:01,275 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 017/100 | step 00019/00625 | lr 1.600e+00 | atrl 5.641e+00 | trl0 3.479e+00 | nm 1.530e+02 | nmx 1.929e+00 | 
+2025-11-24 17:33:05,016 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 017/100 | step 00020/00625 | lr 1.600e+00 | atrl 5.456e+00 | trl0 3.476e+00 | nm 1.530e+02 | nmx 2.003e+00 | 
+2025-11-24 17:33:08,756 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 017/100 | step 00021/00625 | lr 1.600e+00 | atrl 5.614e+00 | trl0 3.464e+00 | nm 1.530e+02 | nmx 1.977e+00 | 
+2025-11-24 17:33:12,497 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 017/100 | step 00022/00625 | lr 1.600e+00 | atrl 5.525e+00 | trl0 3.419e+00 | nm 1.530e+02 | nmx 2.023e+00 | 
+2025-11-24 17:33:16,237 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 017/100 | step 00023/00625 | lr 1.600e+00 | atrl 5.629e+00 | trl0 3.471e+00 | nm 1.530e+02 | nmx 1.980e+00 | 
+2025-11-24 17:33:19,977 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 017/100 | step 00024/00625 | lr 1.600e+00 | atrl 5.458e+00 | trl0 3.403e+00 | nm 1.530e+02 | nmx 2.011e+00 | 
+2025-11-24 17:33:23,717 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 017/100 | step 00025/00625 | lr 1.600e+00 | atrl 5.489e+00 | trl0 3.390e+00 | nm 1.530e+02 | nmx 2.000e+00 | 
+2025-11-24 17:33:27,456 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 017/100 | step 00026/00625 | lr 1.600e+00 | atrl 5.540e+00 | trl0 3.454e+00 | nm 1.530e+02 | nmx 1.984e+00 | 
+2025-11-24 17:33:31,197 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 017/100 | step 00027/00625 | lr 1.600e+00 | atrl 5.509e+00 | trl0 3.474e+00 | nm 1.530e+02 | nmx 1.986e+00 | 
+2025-11-24 17:33:34,937 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 017/100 | step 00028/00625 | lr 1.600e+00 | atrl 5.463e+00 | trl0 3.454e+00 | nm 1.530e+02 | nmx 1.990e+00 | 
+2025-11-24 17:33:38,677 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 017/100 | step 00029/00625 | lr 1.600e+00 | atrl 5.557e+00 | trl0 3.463e+00 | nm 1.530e+02 | nmx 2.024e+00 | 
+2025-11-24 17:33:42,417 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 017/100 | step 00030/00625 | lr 1.600e+00 | atrl 5.617e+00 | trl0 3.479e+00 | nm 1.530e+02 | nmx 1.993e+00 | 
+2025-11-24 17:33:46,158 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 017/100 | step 00031/00625 | lr 1.600e+00 | atrl 5.509e+00 | trl0 3.484e+00 | nm 1.530e+02 | nmx 1.989e+00 | 
+2025-11-24 17:33:49,896 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 017/100 | step 00032/00625 | lr 1.600e+00 | atrl 5.508e+00 | trl0 3.435e+00 | nm 1.530e+02 | nmx 2.034e+00 | 
+2025-11-24 17:33:53,636 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 017/100 | step 00033/00625 | lr 1.600e+00 | atrl 5.704e+00 | trl0 3.450e+00 | nm 1.530e+02 | nmx 2.102e+00 | 
+2025-11-24 17:33:57,377 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 017/100 | step 00034/00625 | lr 1.600e+00 | atrl 5.871e+00 | trl0 3.442e+00 | nm 1.530e+02 | nmx 2.124e+00 | 
+2025-11-24 17:34:01,117 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 017/100 | step 00035/00625 | lr 1.600e+00 | atrl 6.064e+00 | trl0 3.521e+00 | nm 1.530e+02 | nmx 2.154e+00 | 
+2025-11-24 17:34:04,857 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 017/100 | step 00036/00625 | lr 1.600e+00 | atrl 6.028e+00 | trl0 3.448e+00 | nm 1.530e+02 | nmx 2.165e+00 | 
+2025-11-24 17:34:08,597 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 017/100 | step 00037/00625 | lr 1.600e+00 | atrl 6.023e+00 | trl0 3.431e+00 | nm 1.530e+02 | nmx 2.196e+00 | 
+2025-11-24 17:34:12,337 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 017/100 | step 00038/00625 | lr 1.600e+00 | atrl 6.167e+00 | trl0 3.502e+00 | nm 1.530e+02 | nmx 2.170e+00 | 
+2025-11-24 17:34:16,077 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 017/100 | step 00039/00625 | lr 1.600e+00 | atrl 6.125e+00 | trl0 3.502e+00 | nm 1.530e+02 | nmx 2.199e+00 | 
+2025-11-24 17:34:19,818 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 017/100 | step 00040/00625 | lr 1.600e+00 | atrl 6.149e+00 | trl0 3.443e+00 | nm 1.530e+02 | nmx 2.256e+00 | 
+2025-11-24 17:34:23,557 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 017/100 | step 00041/00625 | lr 1.600e+00 | atrl 6.359e+00 | trl0 3.512e+00 | nm 1.530e+02 | nmx 2.267e+00 | 
+2025-11-24 17:34:27,296 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 017/100 | step 00042/00625 | lr 1.600e+00 | atrl 6.402e+00 | trl0 3.495e+00 | nm 1.530e+02 | nmx 2.267e+00 | 
+2025-11-24 17:34:31,036 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 017/100 | step 00043/00625 | lr 1.600e+00 | atrl 6.269e+00 | trl0 3.382e+00 | nm 1.530e+02 | nmx 2.309e+00 | 
+2025-11-24 17:34:34,775 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 017/100 | step 00044/00625 | lr 1.600e+00 | atrl 6.549e+00 | trl0 3.462e+00 | nm 1.530e+02 | nmx 2.431e+00 | 
+2025-11-24 17:34:38,513 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 017/100 | step 00045/00625 | lr 1.600e+00 | atrl 7.071e+00 | trl0 3.413e+00 | nm 1.530e+02 | nmx 2.609e+00 | 
+2025-11-24 17:34:42,253 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 017/100 | step 00046/00625 | lr 1.600e+00 | atrl 7.975e+00 | trl0 3.507e+00 | nm 1.530e+02 | nmx 2.858e+00 | 
+2025-11-24 17:34:45,993 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 017/100 | step 00047/00625 | lr 1.600e+00 | atrl 8.903e+00 | trl0 3.448e+00 | nm 1.530e+02 | nmx 2.866e+00 | 
+2025-11-24 17:34:49,734 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 017/100 | step 00048/00625 | lr 1.600e+00 | atrl 8.667e+00 | trl0 3.453e+00 | nm 1.530e+02 | nmx 2.743e+00 | 
+2025-11-24 17:34:53,475 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 017/100 | step 00049/00625 | lr 1.600e+00 | atrl 7.879e+00 | trl0 3.586e+00 | nm 1.530e+02 | nmx 2.596e+00 | 
+2025-11-24 17:34:53,984 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 17:34:53,984 | INFO | Starting LR test 4/5: lr=0.8000
+2025-11-24 17:34:53,984 | INFO | Starting EoS for LR factor 0.8000
+2025-11-24 17:34:53,984 | INFO | Starting EoS for checkpoint 16
+2025-11-24 17:34:53,985 | INFO | Starting EoS for model resnet50
+2025-11-24 17:34:54,364 | INFO | Model state successfully loaded
+2025-11-24 17:34:54,660 | INFO | Wrapped model with DDP
+2025-11-24 17:34:54,662 | INFO | Current learning rate: 1.28
+2025-11-24 17:34:54,662 | INFO | Original learning rate: 1.6
+2025-11-24 17:34:54,665 | INFO | 🎯 Momentum Information:
+2025-11-24 17:34:54,665 | INFO |   Extracted vectors: 161
+2025-11-24 17:34:54,665 | INFO |   Has momentum state: True
+2025-11-24 17:35:01,979 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 017/100 | step 00000/00625 | lr 1.280e+00 | atrl 3.366e+00 | trl0 3.366e+00 | nm 1.530e+02 | nmx 1.486e+00 | 
+2025-11-24 17:35:05,719 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 017/100 | step 00001/00625 | lr 1.280e+00 | atrl 4.560e+00 | trl0 3.464e+00 | nm 1.530e+02 | nmx 1.136e+00 | 
+2025-11-24 17:35:09,458 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 017/100 | step 00002/00625 | lr 1.280e+00 | atrl 4.015e+00 | trl0 3.452e+00 | nm 1.530e+02 | nmx 1.149e+00 | 
+2025-11-24 17:35:13,197 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 017/100 | step 00003/00625 | lr 1.280e+00 | atrl 4.143e+00 | trl0 3.539e+00 | nm 1.530e+02 | nmx 1.504e+00 | 
+2025-11-24 17:35:16,937 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 017/100 | step 00004/00625 | lr 1.280e+00 | atrl 4.542e+00 | trl0 3.414e+00 | nm 1.530e+02 | nmx 1.023e+00 | 
+2025-11-24 17:35:20,677 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 017/100 | step 00005/00625 | lr 1.280e+00 | atrl 4.057e+00 | trl0 3.540e+00 | nm 1.530e+02 | nmx 1.485e+00 | 
+2025-11-24 17:35:24,417 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 017/100 | step 00006/00625 | lr 1.280e+00 | atrl 4.554e+00 | trl0 3.479e+00 | nm 1.530e+02 | nmx 1.351e+00 | 
+2025-11-24 17:35:28,158 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 017/100 | step 00007/00625 | lr 1.280e+00 | atrl 4.259e+00 | trl0 3.386e+00 | nm 1.530e+02 | nmx 1.319e+00 | 
+2025-11-24 17:35:31,900 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 017/100 | step 00008/00625 | lr 1.280e+00 | atrl 4.308e+00 | trl0 3.471e+00 | nm 1.530e+02 | nmx 1.523e+00 | 
+2025-11-24 17:35:35,641 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 017/100 | step 00009/00625 | lr 1.280e+00 | atrl 4.597e+00 | trl0 3.443e+00 | nm 1.530e+02 | nmx 1.267e+00 | 
+2025-11-24 17:35:39,384 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 017/100 | step 00010/00625 | lr 1.280e+00 | atrl 4.287e+00 | trl0 3.483e+00 | nm 1.530e+02 | nmx 1.520e+00 | 
+2025-11-24 17:35:43,125 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 017/100 | step 00011/00625 | lr 1.280e+00 | atrl 4.650e+00 | trl0 3.503e+00 | nm 1.530e+02 | nmx 1.456e+00 | 
+2025-11-24 17:35:46,865 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 017/100 | step 00012/00625 | lr 1.280e+00 | atrl 4.432e+00 | trl0 3.417e+00 | nm 1.530e+02 | nmx 1.429e+00 | 
+2025-11-24 17:35:50,607 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 017/100 | step 00013/00625 | lr 1.280e+00 | atrl 4.457e+00 | trl0 3.428e+00 | nm 1.530e+02 | nmx 1.527e+00 | 
+2025-11-24 17:35:54,346 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 017/100 | step 00014/00625 | lr 1.280e+00 | atrl 4.632e+00 | trl0 3.466e+00 | nm 1.530e+02 | nmx 1.419e+00 | 
+2025-11-24 17:35:58,086 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 017/100 | step 00015/00625 | lr 1.280e+00 | atrl 4.488e+00 | trl0 3.470e+00 | nm 1.530e+02 | nmx 1.526e+00 | 
+2025-11-24 17:36:01,826 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 017/100 | step 00016/00625 | lr 1.280e+00 | atrl 4.660e+00 | trl0 3.510e+00 | nm 1.530e+02 | nmx 1.524e+00 | 
+2025-11-24 17:36:05,566 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 017/100 | step 00017/00625 | lr 1.280e+00 | atrl 4.582e+00 | trl0 3.434e+00 | nm 1.530e+02 | nmx 1.475e+00 | 
+2025-11-24 17:36:09,305 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 017/100 | step 00018/00625 | lr 1.280e+00 | atrl 4.472e+00 | trl0 3.388e+00 | nm 1.530e+02 | nmx 1.545e+00 | 
+2025-11-24 17:36:13,045 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 017/100 | step 00019/00625 | lr 1.280e+00 | atrl 4.691e+00 | trl0 3.479e+00 | nm 1.530e+02 | nmx 1.489e+00 | 
+2025-11-24 17:36:16,787 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 017/100 | step 00020/00625 | lr 1.280e+00 | atrl 4.597e+00 | trl0 3.476e+00 | nm 1.530e+02 | nmx 1.554e+00 | 
+2025-11-24 17:36:20,526 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 017/100 | step 00021/00625 | lr 1.280e+00 | atrl 4.661e+00 | trl0 3.464e+00 | nm 1.530e+02 | nmx 1.531e+00 | 
+2025-11-24 17:36:24,265 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 017/100 | step 00022/00625 | lr 1.280e+00 | atrl 4.580e+00 | trl0 3.419e+00 | nm 1.530e+02 | nmx 1.521e+00 | 
+2025-11-24 17:36:28,004 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 017/100 | step 00023/00625 | lr 1.280e+00 | atrl 4.644e+00 | trl0 3.471e+00 | nm 1.530e+02 | nmx 1.537e+00 | 
+2025-11-24 17:36:31,744 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 017/100 | step 00024/00625 | lr 1.280e+00 | atrl 4.583e+00 | trl0 3.403e+00 | nm 1.530e+02 | nmx 1.533e+00 | 
+2025-11-24 17:36:35,483 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 017/100 | step 00025/00625 | lr 1.280e+00 | atrl 4.557e+00 | trl0 3.390e+00 | nm 1.530e+02 | nmx 1.540e+00 | 
+2025-11-24 17:36:39,222 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 017/100 | step 00026/00625 | lr 1.280e+00 | atrl 4.631e+00 | trl0 3.454e+00 | nm 1.530e+02 | nmx 1.542e+00 | 
+2025-11-24 17:36:42,962 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 017/100 | step 00027/00625 | lr 1.280e+00 | atrl 4.654e+00 | trl0 3.474e+00 | nm 1.530e+02 | nmx 1.546e+00 | 
+2025-11-24 17:36:46,701 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 017/100 | step 00028/00625 | lr 1.280e+00 | atrl 4.667e+00 | trl0 3.454e+00 | nm 1.530e+02 | nmx 1.543e+00 | 
+2025-11-24 17:36:50,442 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 017/100 | step 00029/00625 | lr 1.280e+00 | atrl 4.659e+00 | trl0 3.463e+00 | nm 1.530e+02 | nmx 1.553e+00 | 
+2025-11-24 17:36:54,182 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 017/100 | step 00030/00625 | lr 1.280e+00 | atrl 4.676e+00 | trl0 3.479e+00 | nm 1.530e+02 | nmx 1.563e+00 | 
+2025-11-24 17:36:57,922 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 017/100 | step 00031/00625 | lr 1.280e+00 | atrl 4.706e+00 | trl0 3.484e+00 | nm 1.530e+02 | nmx 1.565e+00 | 
+2025-11-24 17:37:01,660 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 017/100 | step 00032/00625 | lr 1.280e+00 | atrl 4.653e+00 | trl0 3.435e+00 | nm 1.530e+02 | nmx 1.556e+00 | 
+2025-11-24 17:37:05,399 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 017/100 | step 00033/00625 | lr 1.280e+00 | atrl 4.674e+00 | trl0 3.450e+00 | nm 1.530e+02 | nmx 1.562e+00 | 
+2025-11-24 17:37:09,139 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 017/100 | step 00034/00625 | lr 1.280e+00 | atrl 4.663e+00 | trl0 3.442e+00 | nm 1.530e+02 | nmx 1.574e+00 | 
+2025-11-24 17:37:12,880 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 017/100 | step 00035/00625 | lr 1.280e+00 | atrl 4.728e+00 | trl0 3.521e+00 | nm 1.530e+02 | nmx 1.571e+00 | 
+2025-11-24 17:37:16,619 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 017/100 | step 00036/00625 | lr 1.280e+00 | atrl 4.646e+00 | trl0 3.448e+00 | nm 1.530e+02 | nmx 1.577e+00 | 
+2025-11-24 17:37:20,358 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 017/100 | step 00037/00625 | lr 1.280e+00 | atrl 4.671e+00 | trl0 3.431e+00 | nm 1.530e+02 | nmx 1.574e+00 | 
+2025-11-24 17:37:24,098 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 017/100 | step 00038/00625 | lr 1.280e+00 | atrl 4.743e+00 | trl0 3.502e+00 | nm 1.530e+02 | nmx 1.582e+00 | 
+2025-11-24 17:37:27,837 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 017/100 | step 00039/00625 | lr 1.280e+00 | atrl 4.758e+00 | trl0 3.502e+00 | nm 1.530e+02 | nmx 1.573e+00 | 
+2025-11-24 17:37:31,579 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 017/100 | step 00040/00625 | lr 1.280e+00 | atrl 4.692e+00 | trl0 3.443e+00 | nm 1.530e+02 | nmx 1.570e+00 | 
+2025-11-24 17:37:35,319 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 017/100 | step 00041/00625 | lr 1.280e+00 | atrl 4.736e+00 | trl0 3.512e+00 | nm 1.530e+02 | nmx 1.583e+00 | 
+2025-11-24 17:37:39,058 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 017/100 | step 00042/00625 | lr 1.280e+00 | atrl 4.766e+00 | trl0 3.495e+00 | nm 1.530e+02 | nmx 1.598e+00 | 
+2025-11-24 17:37:42,798 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 017/100 | step 00043/00625 | lr 1.280e+00 | atrl 4.670e+00 | trl0 3.382e+00 | nm 1.530e+02 | nmx 1.580e+00 | 
+2025-11-24 17:37:46,539 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 017/100 | step 00044/00625 | lr 1.280e+00 | atrl 4.722e+00 | trl0 3.462e+00 | nm 1.530e+02 | nmx 1.586e+00 | 
+2025-11-24 17:37:50,277 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 017/100 | step 00045/00625 | lr 1.280e+00 | atrl 4.699e+00 | trl0 3.413e+00 | nm 1.530e+02 | nmx 1.592e+00 | 
+2025-11-24 17:37:54,018 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 017/100 | step 00046/00625 | lr 1.280e+00 | atrl 4.791e+00 | trl0 3.507e+00 | nm 1.530e+02 | nmx 1.586e+00 | 
+2025-11-24 17:37:57,758 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 017/100 | step 00047/00625 | lr 1.280e+00 | atrl 4.712e+00 | trl0 3.448e+00 | nm 1.530e+02 | nmx 1.608e+00 | 
+2025-11-24 17:38:01,498 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 017/100 | step 00048/00625 | lr 1.280e+00 | atrl 4.752e+00 | trl0 3.453e+00 | nm 1.530e+02 | nmx 1.585e+00 | 
+2025-11-24 17:38:05,238 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 017/100 | step 00049/00625 | lr 1.280e+00 | atrl 4.843e+00 | trl0 3.586e+00 | nm 1.530e+02 | nmx 1.583e+00 | 
+2025-11-24 17:38:05,695 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 17:38:05,695 | INFO | Starting LR test 5/5: lr=0.6000
+2025-11-24 17:38:05,695 | INFO | Starting EoS for LR factor 0.6000
+2025-11-24 17:38:05,695 | INFO | Starting EoS for checkpoint 16
+2025-11-24 17:38:05,696 | INFO | Starting EoS for model resnet50
+2025-11-24 17:38:06,072 | INFO | Model state successfully loaded
+2025-11-24 17:38:06,329 | INFO | Wrapped model with DDP
+2025-11-24 17:38:06,332 | INFO | Current learning rate: 0.96
+2025-11-24 17:38:06,332 | INFO | Original learning rate: 1.6
+2025-11-24 17:38:06,335 | INFO | 🎯 Momentum Information:
+2025-11-24 17:38:06,335 | INFO |   Extracted vectors: 161
+2025-11-24 17:38:06,335 | INFO |   Has momentum state: True
+2025-11-24 17:38:13,709 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 017/100 | step 00000/00625 | lr 9.600e-01 | atrl 3.366e+00 | trl0 3.366e+00 | nm 1.530e+02 | nmx 1.114e+00 | 
+2025-11-24 17:38:17,450 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 017/100 | step 00001/00625 | lr 9.600e-01 | atrl 4.071e+00 | trl0 3.464e+00 | nm 1.530e+02 | nmx 1.162e+00 | 
+2025-11-24 17:38:21,190 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 017/100 | step 00002/00625 | lr 9.600e-01 | atrl 4.054e+00 | trl0 3.452e+00 | nm 1.529e+02 | nmx 7.613e-01 | 
+2025-11-24 17:38:24,929 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 017/100 | step 00003/00625 | lr 9.600e-01 | atrl 3.740e+00 | trl0 3.539e+00 | nm 1.530e+02 | nmx 1.193e+00 | 
+2025-11-24 17:38:28,671 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 017/100 | step 00004/00625 | lr 9.600e-01 | atrl 4.092e+00 | trl0 3.414e+00 | nm 1.530e+02 | nmx 1.134e+00 | 
+2025-11-24 17:38:32,411 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 017/100 | step 00005/00625 | lr 9.600e-01 | atrl 4.157e+00 | trl0 3.540e+00 | nm 1.530e+02 | nmx 8.808e-01 | 
+2025-11-24 17:38:36,152 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 017/100 | step 00006/00625 | lr 9.600e-01 | atrl 3.852e+00 | trl0 3.479e+00 | nm 1.530e+02 | nmx 1.212e+00 | 
+2025-11-24 17:38:39,890 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 017/100 | step 00007/00625 | lr 9.600e-01 | atrl 4.095e+00 | trl0 3.386e+00 | nm 1.530e+02 | nmx 1.187e+00 | 
+2025-11-24 17:38:43,632 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 017/100 | step 00008/00625 | lr 9.600e-01 | atrl 4.121e+00 | trl0 3.471e+00 | nm 1.530e+02 | nmx 1.032e+00 | 
+2025-11-24 17:38:47,374 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 017/100 | step 00009/00625 | lr 9.600e-01 | atrl 3.918e+00 | trl0 3.443e+00 | nm 1.530e+02 | nmx 1.232e+00 | 
+2025-11-24 17:38:51,114 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 017/100 | step 00010/00625 | lr 9.600e-01 | atrl 4.221e+00 | trl0 3.483e+00 | nm 1.530e+02 | nmx 1.180e+00 | 
+2025-11-24 17:38:54,853 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 017/100 | step 00011/00625 | lr 9.600e-01 | atrl 4.181e+00 | trl0 3.503e+00 | nm 1.530e+02 | nmx 1.086e+00 | 
+2025-11-24 17:38:58,594 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 017/100 | step 00012/00625 | lr 9.600e-01 | atrl 3.989e+00 | trl0 3.417e+00 | nm 1.530e+02 | nmx 1.241e+00 | 
+2025-11-24 17:39:02,334 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 017/100 | step 00013/00625 | lr 9.600e-01 | atrl 4.162e+00 | trl0 3.428e+00 | nm 1.530e+02 | nmx 1.219e+00 | 
+2025-11-24 17:39:06,074 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 017/100 | step 00014/00625 | lr 9.600e-01 | atrl 4.162e+00 | trl0 3.466e+00 | nm 1.530e+02 | nmx 1.149e+00 | 
+2025-11-24 17:39:09,814 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 017/100 | step 00015/00625 | lr 9.600e-01 | atrl 4.095e+00 | trl0 3.470e+00 | nm 1.530e+02 | nmx 1.237e+00 | 
+2025-11-24 17:39:13,555 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 017/100 | step 00016/00625 | lr 9.600e-01 | atrl 4.250e+00 | trl0 3.510e+00 | nm 1.530e+02 | nmx 1.218e+00 | 
+2025-11-24 17:39:17,296 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 017/100 | step 00017/00625 | lr 9.600e-01 | atrl 4.156e+00 | trl0 3.434e+00 | nm 1.530e+02 | nmx 1.187e+00 | 
+2025-11-24 17:39:21,036 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 017/100 | step 00018/00625 | lr 9.600e-01 | atrl 4.053e+00 | trl0 3.388e+00 | nm 1.530e+02 | nmx 1.253e+00 | 
+2025-11-24 17:39:24,776 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 017/100 | step 00019/00625 | lr 9.600e-01 | atrl 4.222e+00 | trl0 3.479e+00 | nm 1.530e+02 | nmx 1.224e+00 | 
+2025-11-24 17:39:28,518 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 017/100 | step 00020/00625 | lr 9.600e-01 | atrl 4.194e+00 | trl0 3.476e+00 | nm 1.530e+02 | nmx 1.200e+00 | 
+2025-11-24 17:39:32,257 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 017/100 | step 00021/00625 | lr 9.600e-01 | atrl 4.156e+00 | trl0 3.464e+00 | nm 1.530e+02 | nmx 1.248e+00 | 
+2025-11-24 17:39:35,998 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 017/100 | step 00022/00625 | lr 9.600e-01 | atrl 4.160e+00 | trl0 3.419e+00 | nm 1.530e+02 | nmx 1.239e+00 | 
+2025-11-24 17:39:39,736 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 017/100 | step 00023/00625 | lr 9.600e-01 | atrl 4.206e+00 | trl0 3.471e+00 | nm 1.530e+02 | nmx 1.217e+00 | 
+2025-11-24 17:39:43,479 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 017/100 | step 00024/00625 | lr 9.600e-01 | atrl 4.129e+00 | trl0 3.403e+00 | nm 1.530e+02 | nmx 1.240e+00 | 
+2025-11-24 17:39:47,219 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 017/100 | step 00025/00625 | lr 9.600e-01 | atrl 4.134e+00 | trl0 3.390e+00 | nm 1.530e+02 | nmx 1.244e+00 | 
+2025-11-24 17:39:50,958 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 017/100 | step 00026/00625 | lr 9.600e-01 | atrl 4.202e+00 | trl0 3.454e+00 | nm 1.530e+02 | nmx 1.243e+00 | 
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diff --git a/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-20/train.jsonl b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-20/train.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..52d05f0b48ab8adb2ec34fd31e497c1df5c9ee9f
--- /dev/null
+++ b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-20/train.jsonl
@@ -0,0 +1,222 @@
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diff --git a/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-20/train.log b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-20/train.log
new file mode 100644
index 0000000000000000000000000000000000000000..2ecb48e3cf93ebcb0a648b71dafbc4867c1624ce
--- /dev/null
+++ b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-20/train.log
@@ -0,0 +1,283 @@
+2025-11-24 17:41:30,043 | INFO | LR factors: [1.4 1.2 1.  0.8 0.6]
+2025-11-24 17:41:32,321 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 17:41:32,322 | INFO | Starting LR test 1/5: lr=1.4000
+2025-11-24 17:41:32,322 | INFO | Starting EoS for LR factor 1.4000
+2025-11-24 17:41:32,322 | INFO | Starting EoS for checkpoint 20
+2025-11-24 17:41:32,323 | INFO | Starting EoS for model resnet50
+2025-11-24 17:41:32,682 | INFO | Model state successfully loaded
+2025-11-24 17:41:34,411 | INFO | Wrapped model with DDP
+2025-11-24 17:41:34,414 | INFO | Current learning rate: 2.2399999999999998
+2025-11-24 17:41:34,414 | INFO | Original learning rate: 1.6
+2025-11-24 17:41:34,438 | INFO | 🎯 Momentum Information:
+2025-11-24 17:41:34,438 | INFO |   Extracted vectors: 161
+2025-11-24 17:41:34,438 | INFO |   Has momentum state: True
+2025-11-24 17:41:43,124 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 021/100 | step 00000/00625 | lr 2.240e+00 | atrl 3.429e+00 | trl0 3.429e+00 | nm 1.537e+02 | nmx 2.660e+00 | 
+2025-11-24 17:41:46,891 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 021/100 | step 00001/00625 | lr 2.240e+00 | atrl 7.079e+00 | trl0 3.486e+00 | nm 1.536e+02 | nmx 1.848e+00 | 
+2025-11-24 17:41:50,636 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 021/100 | step 00002/00625 | lr 2.240e+00 | atrl 5.579e+00 | trl0 3.515e+00 | nm 1.537e+02 | nmx 3.304e+00 | 
+2025-11-24 17:41:54,379 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 021/100 | step 00003/00625 | lr 2.240e+00 | atrl 1.213e+01 | trl0 3.450e+00 | nm 1.539e+02 | nmx 7.880e+00 | 
+2025-11-24 17:41:58,122 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 021/100 | step 00004/00625 | lr 2.240e+00 | atrl 7.266e+01 | trl0 3.462e+00 | nm 1.559e+02 | nmx 2.630e+01 | 
+2025-11-24 17:42:01,865 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 021/100 | step 00005/00625 | lr 2.240e+00 | atrl 7.829e+02 | trl0 3.484e+00 | nm 1.766e+02 | nmx 8.723e+01 | 
+2025-11-24 17:42:05,606 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 021/100 | step 00006/00625 | lr 2.240e+00 | atrl 8.847e+03 | trl0 3.470e+00 | nm 3.387e+02 | nmx 3.018e+02 | 
+2025-11-24 17:42:09,350 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 021/100 | step 00007/00625 | lr 2.240e+00 | atrl 1.100e+05 | trl0 3.450e+00 | nm 1.116e+03 | nmx 1.106e+03 | 
+2025-11-24 17:42:13,092 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 021/100 | step 00008/00625 | lr 2.240e+00 | atrl 1.429e+06 | trl0 3.380e+00 | nm 3.855e+03 | nmx 3.852e+03 | 
+2025-11-24 17:42:16,834 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 021/100 | step 00009/00625 | lr 2.240e+00 | atrl 1.663e+07 | trl0 3.466e+00 | nm 1.259e+04 | nmx 1.258e+04 | 
+2025-11-24 17:42:20,578 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 021/100 | step 00010/00625 | lr 2.240e+00 | atrl 1.803e+08 | trl0 3.413e+00 | nm 4.234e+04 | nmx 4.234e+04 | 
+2025-11-24 17:42:24,321 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 021/100 | step 00011/00625 | lr 2.240e+00 | atrl 2.083e+09 | trl0 3.439e+00 | nm 1.467e+05 | nmx 1.467e+05 | 
+2025-11-24 17:42:28,065 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 021/100 | step 00012/00625 | lr 2.240e+00 | atrl 2.451e+10 | trl0 3.385e+00 | nm 4.911e+05 | nmx 4.911e+05 | 
+2025-11-24 17:42:31,808 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 021/100 | step 00013/00625 | lr 2.240e+00 | atrl 2.722e+11 | trl0 3.525e+00 | nm 1.637e+06 | nmx 1.637e+06 | 
+2025-11-24 17:42:35,551 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 021/100 | step 00014/00625 | lr 2.240e+00 | atrl 3.228e+12 | trl0 3.399e+00 | nm 5.977e+06 | nmx 5.977e+06 | 
+2025-11-24 17:42:39,294 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 021/100 | step 00015/00625 | lr 2.240e+00 | atrl 4.230e+13 | trl0 3.418e+00 | nm 2.116e+07 | nmx 2.116e+07 | 
+2025-11-24 17:42:43,038 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 021/100 | step 00016/00625 | lr 2.240e+00 | atrl 4.918e+14 | trl0 3.446e+00 | nm 6.671e+07 | nmx 6.671e+07 | 
+2025-11-24 17:42:46,781 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 021/100 | step 00017/00625 | lr 2.240e+00 | atrl 5.172e+15 | trl0 3.357e+00 | nm 2.291e+08 | nmx 2.291e+08 | 
+2025-11-24 17:42:50,525 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 021/100 | step 00018/00625 | lr 2.240e+00 | atrl 5.895e+16 | trl0 3.430e+00 | nm 7.509e+08 | nmx 7.509e+08 | 
+2025-11-24 17:42:54,268 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 021/100 | step 00019/00625 | lr 2.240e+00 | atrl 6.625e+17 | trl0 3.378e+00 | nm 2.631e+09 | nmx 2.631e+09 | 
+2025-11-24 17:42:58,011 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 021/100 | step 00020/00625 | lr 2.240e+00 | atrl 8.096e+18 | trl0 3.466e+00 | nm 9.147e+09 | nmx 9.147e+09 | 
+2025-11-24 17:43:01,755 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 021/100 | step 00021/00625 | lr 2.240e+00 | atrl 9.500e+19 | trl0 3.408e+00 | nm 3.050e+10 | nmx 3.050e+10 | 
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+2025-11-24 17:43:12,983 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 021/100 | step 00024/00625 | lr 2.240e+00 | atrl 2.049e+23 | trl0 3.435e+00 | nm 1.459e+12 | nmx 1.459e+12 | 
+2025-11-24 17:43:16,725 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 021/100 | step 00025/00625 | lr 2.240e+00 | atrl 2.428e+24 | trl0 3.454e+00 | nm 4.893e+12 | nmx 4.893e+12 | 
+2025-11-24 17:43:20,466 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 021/100 | step 00026/00625 | lr 2.240e+00 | atrl 2.747e+25 | trl0 3.403e+00 | nm 1.652e+13 | nmx 1.652e+13 | 
+2025-11-24 17:43:24,209 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 021/100 | step 00027/00625 | lr 2.240e+00 | atrl 3.187e+26 | trl0 3.455e+00 | nm 5.720e+13 | nmx 5.720e+13 | 
+2025-11-24 17:43:27,952 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 021/100 | step 00028/00625 | lr 2.240e+00 | atrl 3.806e+27 | trl0 3.401e+00 | nm 1.994e+14 | nmx 1.994e+14 | 
+2025-11-24 17:43:31,694 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 021/100 | step 00029/00625 | lr 2.240e+00 | atrl 4.233e+28 | trl0 3.462e+00 | nm 6.021e+14 | nmx 6.021e+14 | 
+2025-11-24 17:43:35,437 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 021/100 | step 00030/00625 | lr 2.240e+00 | atrl 4.170e+29 | trl0 3.468e+00 | nm 2.045e+15 | nmx 2.045e+15 | 
+2025-11-24 17:43:35,781 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 17:43:35,781 | INFO | Starting LR test 2/5: lr=1.2000
+2025-11-24 17:43:35,781 | INFO | Starting EoS for LR factor 1.2000
+2025-11-24 17:43:35,781 | INFO | Starting EoS for checkpoint 20
+2025-11-24 17:43:35,781 | INFO | Starting EoS for model resnet50
+2025-11-24 17:43:36,168 | INFO | Model state successfully loaded
+2025-11-24 17:43:36,348 | INFO | Wrapped model with DDP
+2025-11-24 17:43:36,351 | INFO | Current learning rate: 1.92
+2025-11-24 17:43:36,351 | INFO | Original learning rate: 1.6
+2025-11-24 17:43:36,430 | INFO | 🎯 Momentum Information:
+2025-11-24 17:43:36,430 | INFO |   Extracted vectors: 161
+2025-11-24 17:43:36,430 | INFO |   Has momentum state: True
+2025-11-24 17:43:44,202 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 021/100 | step 00000/00625 | lr 1.920e+00 | atrl 3.429e+00 | trl0 3.429e+00 | nm 1.537e+02 | nmx 2.280e+00 | 
+2025-11-24 17:43:47,946 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 021/100 | step 00001/00625 | lr 1.920e+00 | atrl 6.112e+00 | trl0 3.486e+00 | nm 1.536e+02 | nmx 1.237e+00 | 
+2025-11-24 17:43:51,688 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 021/100 | step 00002/00625 | lr 1.920e+00 | atrl 4.360e+00 | trl0 3.515e+00 | nm 1.537e+02 | nmx 2.502e+00 | 
+2025-11-24 17:43:55,430 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 021/100 | step 00003/00625 | lr 1.920e+00 | atrl 7.319e+00 | trl0 3.450e+00 | nm 1.537e+02 | nmx 3.088e+00 | 
+2025-11-24 17:43:59,173 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 021/100 | step 00004/00625 | lr 1.920e+00 | atrl 1.324e+01 | trl0 3.462e+00 | nm 1.538e+02 | nmx 7.569e+00 | 
+2025-11-24 17:44:02,914 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 021/100 | step 00005/00625 | lr 1.920e+00 | atrl 6.425e+01 | trl0 3.484e+00 | nm 1.547e+02 | nmx 1.806e+01 | 
+2025-11-24 17:44:06,657 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 021/100 | step 00006/00625 | lr 1.920e+00 | atrl 3.731e+02 | trl0 3.470e+00 | nm 1.605e+02 | nmx 4.633e+01 | 
+2025-11-24 17:44:10,400 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 021/100 | step 00007/00625 | lr 1.920e+00 | atrl 2.540e+03 | trl0 3.450e+00 | nm 1.993e+02 | nmx 1.270e+02 | 
+2025-11-24 17:44:14,142 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 021/100 | step 00008/00625 | lr 1.920e+00 | atrl 1.849e+04 | trl0 3.380e+00 | nm 3.643e+02 | nmx 3.302e+02 | 
+2025-11-24 17:44:17,886 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 021/100 | step 00009/00625 | lr 1.920e+00 | atrl 1.194e+05 | trl0 3.466e+00 | nm 8.084e+02 | nmx 7.938e+02 | 
+2025-11-24 17:44:21,629 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 021/100 | step 00010/00625 | lr 1.920e+00 | atrl 7.000e+05 | trl0 3.413e+00 | nm 1.972e+03 | nmx 1.966e+03 | 
+2025-11-24 17:44:25,371 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 021/100 | step 00011/00625 | lr 1.920e+00 | atrl 4.377e+06 | trl0 3.439e+00 | nm 5.033e+03 | nmx 5.031e+03 | 
+2025-11-24 17:44:29,114 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 021/100 | step 00012/00625 | lr 1.920e+00 | atrl 2.820e+07 | trl0 3.385e+00 | nm 1.245e+04 | nmx 1.245e+04 | 
+2025-11-24 17:44:32,856 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 021/100 | step 00013/00625 | lr 1.920e+00 | atrl 1.705e+08 | trl0 3.525e+00 | nm 3.052e+04 | nmx 3.052e+04 | 
+2025-11-24 17:44:36,599 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 021/100 | step 00014/00625 | lr 1.920e+00 | atrl 1.092e+09 | trl0 3.399e+00 | nm 8.274e+04 | nmx 8.274e+04 | 
+2025-11-24 17:44:40,341 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 021/100 | step 00015/00625 | lr 1.920e+00 | atrl 7.951e+09 | trl0 3.418e+00 | nm 2.190e+05 | nmx 2.190e+05 | 
+2025-11-24 17:44:44,083 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 021/100 | step 00016/00625 | lr 1.920e+00 | atrl 5.173e+10 | trl0 3.446e+00 | nm 5.085e+05 | nmx 5.085e+05 | 
+2025-11-24 17:44:47,825 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 021/100 | step 00017/00625 | lr 1.920e+00 | atrl 2.924e+11 | trl0 3.357e+00 | nm 1.280e+06 | nmx 1.280e+06 | 
+2025-11-24 17:44:51,569 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 021/100 | step 00018/00625 | lr 1.920e+00 | atrl 1.801e+12 | trl0 3.430e+00 | nm 3.091e+06 | nmx 3.091e+06 | 
+2025-11-24 17:44:55,311 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 021/100 | step 00019/00625 | lr 1.920e+00 | atrl 1.092e+13 | trl0 3.378e+00 | nm 7.978e+06 | nmx 7.978e+06 | 
+2025-11-24 17:44:59,056 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 021/100 | step 00020/00625 | lr 1.920e+00 | atrl 7.292e+13 | trl0 3.466e+00 | nm 2.063e+07 | nmx 2.063e+07 | 
+2025-11-24 17:45:02,797 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 021/100 | step 00021/00625 | lr 1.920e+00 | atrl 4.726e+14 | trl0 3.408e+00 | nm 5.079e+07 | nmx 5.079e+07 | 
+2025-11-24 17:45:06,539 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 021/100 | step 00022/00625 | lr 1.920e+00 | atrl 3.011e+15 | trl0 3.468e+00 | nm 1.378e+08 | nmx 1.378e+08 | 
+2025-11-24 17:45:10,282 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 021/100 | step 00023/00625 | lr 1.920e+00 | atrl 2.271e+16 | trl0 3.377e+00 | nm 3.911e+08 | nmx 3.911e+08 | 
+2025-11-24 17:45:14,024 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 021/100 | step 00024/00625 | lr 1.920e+00 | atrl 1.745e+17 | trl0 3.435e+00 | nm 1.017e+09 | nmx 1.017e+09 | 
+2025-11-24 17:45:17,766 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 021/100 | step 00025/00625 | lr 1.920e+00 | atrl 1.155e+18 | trl0 3.454e+00 | nm 2.523e+09 | nmx 2.523e+09 | 
+2025-11-24 17:45:21,509 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 021/100 | step 00026/00625 | lr 1.920e+00 | atrl 7.137e+18 | trl0 3.403e+00 | nm 6.286e+09 | nmx 6.286e+09 | 
+2025-11-24 17:45:25,257 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 021/100 | step 00027/00625 | lr 1.920e+00 | atrl 4.512e+19 | trl0 3.455e+00 | nm 1.614e+10 | nmx 1.614e+10 | 
+2025-11-24 17:45:29,002 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 021/100 | step 00028/00625 | lr 1.920e+00 | atrl 2.956e+20 | trl0 3.401e+00 | nm 4.170e+10 | nmx 4.170e+10 | 
+2025-11-24 17:45:32,745 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 021/100 | step 00029/00625 | lr 1.920e+00 | atrl 1.810e+21 | trl0 3.462e+00 | nm 9.179e+10 | nmx 9.179e+10 | 
+2025-11-24 17:45:36,489 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 021/100 | step 00030/00625 | lr 1.920e+00 | atrl 9.383e+21 | trl0 3.468e+00 | nm 2.268e+11 | nmx 2.268e+11 | 
+2025-11-24 17:45:40,234 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 021/100 | step 00031/00625 | lr 1.920e+00 | atrl 5.832e+22 | trl0 3.385e+00 | nm 5.813e+11 | nmx 5.813e+11 | 
+2025-11-24 17:45:43,978 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 021/100 | step 00032/00625 | lr 1.920e+00 | atrl 3.797e+23 | trl0 3.395e+00 | nm 1.465e+12 | nmx 1.465e+12 | 
+2025-11-24 17:45:47,721 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 021/100 | step 00033/00625 | lr 1.920e+00 | atrl 2.409e+24 | trl0 3.418e+00 | nm 3.696e+12 | nmx 3.696e+12 | 
+2025-11-24 17:45:51,463 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 021/100 | step 00034/00625 | lr 1.920e+00 | atrl 1.501e+25 | trl0 3.390e+00 | nm 8.892e+12 | nmx 8.892e+12 | 
+2025-11-24 17:45:55,210 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 021/100 | step 00035/00625 | lr 1.920e+00 | atrl 8.816e+25 | trl0 3.484e+00 | nm 2.188e+13 | nmx 2.188e+13 | 
+2025-11-24 17:45:58,953 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 021/100 | step 00036/00625 | lr 1.920e+00 | atrl 5.278e+26 | trl0 3.326e+00 | nm 5.266e+13 | nmx 5.266e+13 | 
+2025-11-24 17:46:02,697 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 021/100 | step 00037/00625 | lr 1.920e+00 | atrl 3.119e+27 | trl0 3.395e+00 | nm 1.322e+14 | nmx 1.322e+14 | 
+2025-11-24 17:46:06,438 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 021/100 | step 00038/00625 | lr 1.920e+00 | atrl 1.989e+28 | trl0 3.500e+00 | nm 3.407e+14 | nmx 3.407e+14 | 
+2025-11-24 17:46:10,183 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 021/100 | step 00039/00625 | lr 1.920e+00 | atrl 1.333e+29 | trl0 3.416e+00 | nm 8.930e+14 | nmx 8.930e+14 | 
+2025-11-24 17:46:13,925 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 021/100 | step 00040/00625 | lr 1.920e+00 | atrl 9.280e+29 | trl0 3.436e+00 | nm 2.382e+15 | nmx 2.382e+15 | 
+2025-11-24 17:46:14,238 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 17:46:14,238 | INFO | Starting LR test 3/5: lr=1.0000
+2025-11-24 17:46:14,238 | INFO | Starting EoS for LR factor 1.0000
+2025-11-24 17:46:14,238 | INFO | Starting EoS for checkpoint 20
+2025-11-24 17:46:14,238 | INFO | Starting EoS for model resnet50
+2025-11-24 17:46:14,622 | INFO | Model state successfully loaded
+2025-11-24 17:46:15,103 | INFO | Wrapped model with DDP
+2025-11-24 17:46:15,106 | INFO | Current learning rate: 1.6
+2025-11-24 17:46:15,106 | INFO | Original learning rate: 1.6
+2025-11-24 17:46:15,113 | INFO | 🎯 Momentum Information:
+2025-11-24 17:46:15,113 | INFO |   Extracted vectors: 161
+2025-11-24 17:46:15,113 | INFO |   Has momentum state: True
+2025-11-24 17:46:22,615 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 021/100 | step 00000/00625 | lr 1.600e+00 | atrl 3.429e+00 | trl0 3.429e+00 | nm 1.537e+02 | nmx 1.900e+00 | 
+2025-11-24 17:46:26,358 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 021/100 | step 00001/00625 | lr 1.600e+00 | atrl 5.297e+00 | trl0 3.486e+00 | nm 1.536e+02 | nmx 1.100e+00 | 
+2025-11-24 17:46:30,101 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 021/100 | step 00002/00625 | lr 1.600e+00 | atrl 4.077e+00 | trl0 3.515e+00 | nm 1.537e+02 | nmx 1.834e+00 | 
+2025-11-24 17:46:33,844 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 021/100 | step 00003/00625 | lr 1.600e+00 | atrl 5.209e+00 | trl0 3.450e+00 | nm 1.537e+02 | nmx 1.552e+00 | 
+2025-11-24 17:46:37,585 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 021/100 | step 00004/00625 | lr 1.600e+00 | atrl 4.916e+00 | trl0 3.462e+00 | nm 1.537e+02 | nmx 1.946e+00 | 
+2025-11-24 17:46:41,327 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 021/100 | step 00005/00625 | lr 1.600e+00 | atrl 5.971e+00 | trl0 3.484e+00 | nm 1.537e+02 | nmx 2.338e+00 | 
+2025-11-24 17:46:45,068 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 021/100 | step 00006/00625 | lr 1.600e+00 | atrl 7.600e+00 | trl0 3.470e+00 | nm 1.537e+02 | nmx 2.979e+00 | 
+2025-11-24 17:46:48,811 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 021/100 | step 00007/00625 | lr 1.600e+00 | atrl 1.160e+01 | trl0 3.450e+00 | nm 1.537e+02 | nmx 4.614e+00 | 
+2025-11-24 17:46:52,554 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 021/100 | step 00008/00625 | lr 1.600e+00 | atrl 2.445e+01 | trl0 3.380e+00 | nm 1.538e+02 | nmx 7.053e+00 | 
+2025-11-24 17:46:56,296 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 021/100 | step 00009/00625 | lr 1.600e+00 | atrl 5.219e+01 | trl0 3.466e+00 | nm 1.540e+02 | nmx 1.003e+01 | 
+2025-11-24 17:47:00,037 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 021/100 | step 00010/00625 | lr 1.600e+00 | atrl 1.025e+02 | trl0 3.413e+00 | nm 1.543e+02 | nmx 1.429e+01 | 
+2025-11-24 17:47:03,782 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 021/100 | step 00011/00625 | lr 1.600e+00 | atrl 2.066e+02 | trl0 3.439e+00 | nm 1.551e+02 | nmx 2.095e+01 | 
+2025-11-24 17:47:07,522 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 021/100 | step 00012/00625 | lr 1.600e+00 | atrl 4.406e+02 | trl0 3.385e+00 | nm 1.566e+02 | nmx 3.020e+01 | 
+2025-11-24 17:47:11,263 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 021/100 | step 00013/00625 | lr 1.600e+00 | atrl 8.884e+02 | trl0 3.525e+00 | nm 1.593e+02 | nmx 4.215e+01 | 
+2025-11-24 17:47:15,003 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 021/100 | step 00014/00625 | lr 1.600e+00 | atrl 1.821e+03 | trl0 3.399e+00 | nm 1.673e+02 | nmx 6.601e+01 | 
+2025-11-24 17:47:18,744 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 021/100 | step 00015/00625 | lr 1.600e+00 | atrl 4.587e+03 | trl0 3.418e+00 | nm 1.865e+02 | nmx 1.058e+02 | 
+2025-11-24 17:47:22,495 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 021/100 | step 00016/00625 | lr 1.600e+00 | atrl 1.111e+04 | trl0 3.446e+00 | nm 2.120e+02 | nmx 1.459e+02 | 
+2025-11-24 17:47:26,237 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 021/100 | step 00017/00625 | lr 1.600e+00 | atrl 2.143e+04 | trl0 3.357e+00 | nm 2.592e+02 | nmx 2.088e+02 | 
+2025-11-24 17:47:29,978 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 021/100 | step 00018/00625 | lr 1.600e+00 | atrl 4.295e+04 | trl0 3.430e+00 | nm 3.288e+02 | nmx 2.907e+02 | 
+2025-11-24 17:47:33,718 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 021/100 | step 00019/00625 | lr 1.600e+00 | atrl 8.422e+04 | trl0 3.378e+00 | nm 4.488e+02 | nmx 4.219e+02 | 
+2025-11-24 17:47:37,458 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 021/100 | step 00020/00625 | lr 1.600e+00 | atrl 1.828e+05 | trl0 3.466e+00 | nm 6.611e+02 | nmx 6.429e+02 | 
+2025-11-24 17:47:41,199 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 021/100 | step 00021/00625 | lr 1.600e+00 | atrl 4.140e+05 | trl0 3.408e+00 | nm 9.405e+02 | nmx 9.279e+02 | 
+2025-11-24 17:47:44,939 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 021/100 | step 00022/00625 | lr 1.600e+00 | atrl 8.916e+05 | trl0 3.468e+00 | nm 1.481e+03 | nmx 1.473e+03 | 
+2025-11-24 17:47:48,680 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 021/100 | step 00023/00625 | lr 1.600e+00 | atrl 2.348e+06 | trl0 3.377e+00 | nm 2.571e+03 | nmx 2.566e+03 | 
+2025-11-24 17:47:52,421 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 021/100 | step 00024/00625 | lr 1.600e+00 | atrl 6.963e+06 | trl0 3.435e+00 | nm 4.140e+03 | nmx 4.137e+03 | 
+2025-11-24 17:47:56,168 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 021/100 | step 00025/00625 | lr 1.600e+00 | atrl 1.765e+07 | trl0 3.454e+00 | nm 6.191e+03 | nmx 6.189e+03 | 
+2025-11-24 17:47:59,909 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 021/100 | step 00026/00625 | lr 1.600e+00 | atrl 3.908e+07 | trl0 3.403e+00 | nm 9.083e+03 | nmx 9.081e+03 | 
+2025-11-24 17:48:03,651 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 021/100 | step 00027/00625 | lr 1.600e+00 | atrl 8.523e+07 | trl0 3.455e+00 | nm 1.381e+04 | nmx 1.381e+04 | 
+2025-11-24 17:48:07,392 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 021/100 | step 00028/00625 | lr 1.600e+00 | atrl 1.945e+08 | trl0 3.401e+00 | nm 2.105e+04 | nmx 2.105e+04 | 
+2025-11-24 17:48:11,134 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 021/100 | step 00029/00625 | lr 1.600e+00 | atrl 4.165e+08 | trl0 3.462e+00 | nm 2.653e+04 | nmx 2.653e+04 | 
+2025-11-24 17:48:14,877 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 021/100 | step 00030/00625 | lr 1.600e+00 | atrl 6.707e+08 | trl0 3.468e+00 | nm 3.510e+04 | nmx 3.510e+04 | 
+2025-11-24 17:48:18,618 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 021/100 | step 00031/00625 | lr 1.600e+00 | atrl 1.208e+09 | trl0 3.385e+00 | nm 5.080e+04 | nmx 5.080e+04 | 
+2025-11-24 17:48:22,361 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 021/100 | step 00032/00625 | lr 1.600e+00 | atrl 2.541e+09 | trl0 3.395e+00 | nm 7.350e+04 | nmx 7.350e+04 | 
+2025-11-24 17:48:26,101 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 021/100 | step 00033/00625 | lr 1.600e+00 | atrl 5.375e+09 | trl0 3.418e+00 | nm 1.076e+05 | nmx 1.076e+05 | 
+2025-11-24 17:48:29,842 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 021/100 | step 00034/00625 | lr 1.600e+00 | atrl 1.141e+10 | trl0 3.390e+00 | nm 1.505e+05 | nmx 1.505e+05 | 
+2025-11-24 17:48:33,584 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 021/100 | step 00035/00625 | lr 1.600e+00 | atrl 2.253e+10 | trl0 3.484e+00 | nm 2.128e+05 | nmx 2.128e+05 | 
+2025-11-24 17:48:37,326 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 021/100 | step 00036/00625 | lr 1.600e+00 | atrl 4.430e+10 | trl0 3.326e+00 | nm 2.893e+05 | nmx 2.893e+05 | 
+2025-11-24 17:48:41,068 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 021/100 | step 00037/00625 | lr 1.600e+00 | atrl 8.172e+10 | trl0 3.395e+00 | nm 4.005e+05 | nmx 4.005e+05 | 
+2025-11-24 17:48:44,810 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 021/100 | step 00038/00625 | lr 1.600e+00 | atrl 1.600e+11 | trl0 3.500e+00 | nm 5.899e+05 | nmx 5.899e+05 | 
+2025-11-24 17:48:48,553 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 021/100 | step 00039/00625 | lr 1.600e+00 | atrl 3.529e+11 | trl0 3.416e+00 | nm 9.017e+05 | nmx 9.017e+05 | 
+2025-11-24 17:48:52,293 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 021/100 | step 00040/00625 | lr 1.600e+00 | atrl 8.505e+11 | trl0 3.436e+00 | nm 1.435e+06 | nmx 1.435e+06 | 
+2025-11-24 17:48:56,034 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 021/100 | step 00041/00625 | lr 1.600e+00 | atrl 2.144e+12 | trl0 3.463e+00 | nm 2.221e+06 | nmx 2.221e+06 | 
+2025-11-24 17:48:59,774 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 021/100 | step 00042/00625 | lr 1.600e+00 | atrl 5.020e+12 | trl0 3.445e+00 | nm 3.211e+06 | nmx 3.211e+06 | 
+2025-11-24 17:49:03,514 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 021/100 | step 00043/00625 | lr 1.600e+00 | atrl 1.082e+13 | trl0 3.430e+00 | nm 5.014e+06 | nmx 5.014e+06 | 
+2025-11-24 17:49:07,255 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 021/100 | step 00044/00625 | lr 1.600e+00 | atrl 2.531e+13 | trl0 3.357e+00 | nm 7.232e+06 | nmx 7.232e+06 | 
+2025-11-24 17:49:10,997 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 021/100 | step 00045/00625 | lr 1.600e+00 | atrl 5.480e+13 | trl0 3.434e+00 | nm 1.158e+07 | nmx 1.158e+07 | 
+2025-11-24 17:49:14,740 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 021/100 | step 00046/00625 | lr 1.600e+00 | atrl 1.372e+14 | trl0 3.502e+00 | nm 1.753e+07 | nmx 1.753e+07 | 
+2025-11-24 17:49:18,483 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 021/100 | step 00047/00625 | lr 1.600e+00 | atrl 3.138e+14 | trl0 3.445e+00 | nm 2.596e+07 | nmx 2.596e+07 | 
+2025-11-24 17:49:22,227 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 021/100 | step 00048/00625 | lr 1.600e+00 | atrl 6.483e+14 | trl0 3.425e+00 | nm 3.383e+07 | nmx 3.383e+07 | 
+2025-11-24 17:49:25,969 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 021/100 | step 00049/00625 | lr 1.600e+00 | atrl 1.119e+15 | trl0 3.457e+00 | nm 4.791e+07 | nmx 4.791e+07 | 
+2025-11-24 17:49:26,378 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 17:49:26,378 | INFO | Starting LR test 4/5: lr=0.8000
+2025-11-24 17:49:26,378 | INFO | Starting EoS for LR factor 0.8000
+2025-11-24 17:49:26,378 | INFO | Starting EoS for checkpoint 20
+2025-11-24 17:49:26,379 | INFO | Starting EoS for model resnet50
+2025-11-24 17:49:26,764 | INFO | Model state successfully loaded
+2025-11-24 17:49:27,160 | INFO | Wrapped model with DDP
+2025-11-24 17:49:27,162 | INFO | Current learning rate: 1.28
+2025-11-24 17:49:27,162 | INFO | Original learning rate: 1.6
+2025-11-24 17:49:27,166 | INFO | 🎯 Momentum Information:
+2025-11-24 17:49:27,166 | INFO |   Extracted vectors: 161
+2025-11-24 17:49:27,166 | INFO |   Has momentum state: True
+2025-11-24 17:49:34,676 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 021/100 | step 00000/00625 | lr 1.280e+00 | atrl 3.429e+00 | trl0 3.429e+00 | nm 1.537e+02 | nmx 1.520e+00 | 
+2025-11-24 17:49:38,420 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 021/100 | step 00001/00625 | lr 1.280e+00 | atrl 4.633e+00 | trl0 3.486e+00 | nm 1.536e+02 | nmx 1.183e+00 | 
+2025-11-24 17:49:42,161 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 021/100 | step 00002/00625 | lr 1.280e+00 | atrl 4.133e+00 | trl0 3.515e+00 | nm 1.536e+02 | nmx 1.185e+00 | 
+2025-11-24 17:49:45,904 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 021/100 | step 00003/00625 | lr 1.280e+00 | atrl 4.097e+00 | trl0 3.450e+00 | nm 1.537e+02 | nmx 1.534e+00 | 
+2025-11-24 17:49:49,646 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 021/100 | step 00004/00625 | lr 1.280e+00 | atrl 4.636e+00 | trl0 3.462e+00 | nm 1.537e+02 | nmx 1.063e+00 | 
+2025-11-24 17:49:53,393 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 021/100 | step 00005/00625 | lr 1.280e+00 | atrl 4.059e+00 | trl0 3.484e+00 | nm 1.537e+02 | nmx 1.534e+00 | 
+2025-11-24 17:49:57,136 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 021/100 | step 00006/00625 | lr 1.280e+00 | atrl 4.618e+00 | trl0 3.470e+00 | nm 1.536e+02 | nmx 1.377e+00 | 
+2025-11-24 17:50:00,878 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 021/100 | step 00007/00625 | lr 1.280e+00 | atrl 4.358e+00 | trl0 3.450e+00 | nm 1.536e+02 | nmx 1.347e+00 | 
+2025-11-24 17:50:04,622 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 021/100 | step 00008/00625 | lr 1.280e+00 | atrl 4.281e+00 | trl0 3.380e+00 | nm 1.537e+02 | nmx 1.554e+00 | 
+2025-11-24 17:50:08,365 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 021/100 | step 00009/00625 | lr 1.280e+00 | atrl 4.682e+00 | trl0 3.466e+00 | nm 1.537e+02 | nmx 1.310e+00 | 
+2025-11-24 17:50:12,107 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 021/100 | step 00010/00625 | lr 1.280e+00 | atrl 4.277e+00 | trl0 3.413e+00 | nm 1.537e+02 | nmx 1.555e+00 | 
+2025-11-24 17:50:15,849 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 021/100 | step 00011/00625 | lr 1.280e+00 | atrl 4.624e+00 | trl0 3.439e+00 | nm 1.537e+02 | nmx 1.501e+00 | 
+2025-11-24 17:50:19,592 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 021/100 | step 00012/00625 | lr 1.280e+00 | atrl 4.497e+00 | trl0 3.385e+00 | nm 1.537e+02 | nmx 1.430e+00 | 
+2025-11-24 17:50:23,334 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 021/100 | step 00013/00625 | lr 1.280e+00 | atrl 4.558e+00 | trl0 3.525e+00 | nm 1.537e+02 | nmx 1.579e+00 | 
+2025-11-24 17:50:27,077 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 021/100 | step 00014/00625 | lr 1.280e+00 | atrl 4.634e+00 | trl0 3.399e+00 | nm 1.537e+02 | nmx 1.463e+00 | 
+2025-11-24 17:50:30,819 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 021/100 | step 00015/00625 | lr 1.280e+00 | atrl 4.503e+00 | trl0 3.418e+00 | nm 1.537e+02 | nmx 1.556e+00 | 
+2025-11-24 17:50:34,560 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 021/100 | step 00016/00625 | lr 1.280e+00 | atrl 4.643e+00 | trl0 3.446e+00 | nm 1.537e+02 | nmx 1.565e+00 | 
+2025-11-24 17:50:38,303 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 021/100 | step 00017/00625 | lr 1.280e+00 | atrl 4.576e+00 | trl0 3.357e+00 | nm 1.537e+02 | nmx 1.501e+00 | 
+2025-11-24 17:50:42,045 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 021/100 | step 00018/00625 | lr 1.280e+00 | atrl 4.553e+00 | trl0 3.430e+00 | nm 1.537e+02 | nmx 1.603e+00 | 
+2025-11-24 17:50:45,788 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 021/100 | step 00019/00625 | lr 1.280e+00 | atrl 4.685e+00 | trl0 3.378e+00 | nm 1.537e+02 | nmx 1.529e+00 | 
+2025-11-24 17:50:49,532 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 021/100 | step 00020/00625 | lr 1.280e+00 | atrl 4.658e+00 | trl0 3.466e+00 | nm 1.537e+02 | nmx 1.576e+00 | 
+2025-11-24 17:50:53,273 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 021/100 | step 00021/00625 | lr 1.280e+00 | atrl 4.634e+00 | trl0 3.408e+00 | nm 1.537e+02 | nmx 1.587e+00 | 
+2025-11-24 17:50:57,015 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 021/100 | step 00022/00625 | lr 1.280e+00 | atrl 4.735e+00 | trl0 3.468e+00 | nm 1.537e+02 | nmx 1.555e+00 | 
+2025-11-24 17:51:00,757 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 021/100 | step 00023/00625 | lr 1.280e+00 | atrl 4.590e+00 | trl0 3.377e+00 | nm 1.537e+02 | nmx 1.615e+00 | 
+2025-11-24 17:51:04,500 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 021/100 | step 00024/00625 | lr 1.280e+00 | atrl 4.744e+00 | trl0 3.435e+00 | nm 1.537e+02 | nmx 1.569e+00 | 
+2025-11-24 17:51:08,241 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 021/100 | step 00025/00625 | lr 1.280e+00 | atrl 4.702e+00 | trl0 3.454e+00 | nm 1.537e+02 | nmx 1.599e+00 | 
+2025-11-24 17:51:11,983 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 021/100 | step 00026/00625 | lr 1.280e+00 | atrl 4.679e+00 | trl0 3.403e+00 | nm 1.537e+02 | nmx 1.601e+00 | 
+2025-11-24 17:51:15,725 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 021/100 | step 00027/00625 | lr 1.280e+00 | atrl 4.729e+00 | trl0 3.455e+00 | nm 1.537e+02 | nmx 1.572e+00 | 
+2025-11-24 17:51:19,465 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 021/100 | step 00028/00625 | lr 1.280e+00 | atrl 4.627e+00 | trl0 3.401e+00 | nm 1.537e+02 | nmx 1.620e+00 | 
+2025-11-24 17:51:23,207 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 021/100 | step 00029/00625 | lr 1.280e+00 | atrl 4.786e+00 | trl0 3.462e+00 | nm 1.537e+02 | nmx 1.572e+00 | 
+2025-11-24 17:51:26,949 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 021/100 | step 00030/00625 | lr 1.280e+00 | atrl 4.697e+00 | trl0 3.468e+00 | nm 1.537e+02 | nmx 1.612e+00 | 
+2025-11-24 17:51:30,691 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 021/100 | step 00031/00625 | lr 1.280e+00 | atrl 4.675e+00 | trl0 3.385e+00 | nm 1.537e+02 | nmx 1.589e+00 | 
+2025-11-24 17:51:34,433 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 021/100 | step 00032/00625 | lr 1.280e+00 | atrl 4.664e+00 | trl0 3.395e+00 | nm 1.537e+02 | nmx 1.583e+00 | 
+2025-11-24 17:51:38,175 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 021/100 | step 00033/00625 | lr 1.280e+00 | atrl 4.701e+00 | trl0 3.418e+00 | nm 1.537e+02 | nmx 1.622e+00 | 
+2025-11-24 17:51:41,918 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 021/100 | step 00034/00625 | lr 1.280e+00 | atrl 4.722e+00 | trl0 3.390e+00 | nm 1.537e+02 | nmx 1.592e+00 | 
+2025-11-24 17:51:45,658 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 021/100 | step 00035/00625 | lr 1.280e+00 | atrl 4.764e+00 | trl0 3.484e+00 | nm 1.537e+02 | nmx 1.596e+00 | 
+2025-11-24 17:51:49,400 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 021/100 | step 00036/00625 | lr 1.280e+00 | atrl 4.625e+00 | trl0 3.326e+00 | nm 1.537e+02 | nmx 1.599e+00 | 
+2025-11-24 17:51:53,142 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 021/100 | step 00037/00625 | lr 1.280e+00 | atrl 4.687e+00 | trl0 3.395e+00 | nm 1.537e+02 | nmx 1.604e+00 | 
+2025-11-24 17:51:56,885 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 021/100 | step 00038/00625 | lr 1.280e+00 | atrl 4.784e+00 | trl0 3.500e+00 | nm 1.537e+02 | nmx 1.611e+00 | 
+2025-11-24 17:52:00,628 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 021/100 | step 00039/00625 | lr 1.280e+00 | atrl 4.717e+00 | trl0 3.416e+00 | nm 1.537e+02 | nmx 1.609e+00 | 
+2025-11-24 17:52:04,371 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 021/100 | step 00040/00625 | lr 1.280e+00 | atrl 4.772e+00 | trl0 3.436e+00 | nm 1.537e+02 | nmx 1.603e+00 | 
+2025-11-24 17:52:08,112 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 021/100 | step 00041/00625 | lr 1.280e+00 | atrl 4.769e+00 | trl0 3.463e+00 | nm 1.537e+02 | nmx 1.625e+00 | 
+2025-11-24 17:52:11,855 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 021/100 | step 00042/00625 | lr 1.280e+00 | atrl 4.777e+00 | trl0 3.445e+00 | nm 1.537e+02 | nmx 1.591e+00 | 
+2025-11-24 17:52:15,597 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 021/100 | step 00043/00625 | lr 1.280e+00 | atrl 4.695e+00 | trl0 3.430e+00 | nm 1.537e+02 | nmx 1.625e+00 | 
+2025-11-24 17:52:19,340 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 021/100 | step 00044/00625 | lr 1.280e+00 | atrl 4.709e+00 | trl0 3.357e+00 | nm 1.537e+02 | nmx 1.596e+00 | 
+2025-11-24 17:52:23,086 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 021/100 | step 00045/00625 | lr 1.280e+00 | atrl 4.696e+00 | trl0 3.434e+00 | nm 1.537e+02 | nmx 1.630e+00 | 
+2025-11-24 17:52:26,830 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 021/100 | step 00046/00625 | lr 1.280e+00 | atrl 4.836e+00 | trl0 3.502e+00 | nm 1.537e+02 | nmx 1.611e+00 | 
+2025-11-24 17:52:30,572 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 021/100 | step 00047/00625 | lr 1.280e+00 | atrl 4.751e+00 | trl0 3.445e+00 | nm 1.537e+02 | nmx 1.592e+00 | 
+2025-11-24 17:52:34,316 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 021/100 | step 00048/00625 | lr 1.280e+00 | atrl 4.717e+00 | trl0 3.425e+00 | nm 1.537e+02 | nmx 1.604e+00 | 
+2025-11-24 17:52:38,057 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 021/100 | step 00049/00625 | lr 1.280e+00 | atrl 4.744e+00 | trl0 3.457e+00 | nm 1.537e+02 | nmx 1.605e+00 | 
+2025-11-24 17:52:38,634 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 17:52:38,635 | INFO | Starting LR test 5/5: lr=0.6000
+2025-11-24 17:52:38,635 | INFO | Starting EoS for LR factor 0.6000
+2025-11-24 17:52:38,635 | INFO | Starting EoS for checkpoint 20
+2025-11-24 17:52:38,635 | INFO | Starting EoS for model resnet50
+2025-11-24 17:52:39,010 | INFO | Model state successfully loaded
+2025-11-24 17:52:39,279 | INFO | Wrapped model with DDP
+2025-11-24 17:52:39,281 | INFO | Current learning rate: 0.96
+2025-11-24 17:52:39,281 | INFO | Original learning rate: 1.6
+2025-11-24 17:52:39,284 | INFO | 🎯 Momentum Information:
+2025-11-24 17:52:39,284 | INFO |   Extracted vectors: 161
+2025-11-24 17:52:39,284 | INFO |   Has momentum state: True
+2025-11-24 17:52:46,768 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 021/100 | step 00000/00625 | lr 9.600e-01 | atrl 3.429e+00 | trl0 3.429e+00 | nm 1.537e+02 | nmx 1.140e+00 | 
+2025-11-24 17:52:50,509 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 021/100 | step 00001/00625 | lr 9.600e-01 | atrl 4.119e+00 | trl0 3.486e+00 | nm 1.536e+02 | nmx 1.199e+00 | 
+2025-11-24 17:52:54,249 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 021/100 | step 00002/00625 | lr 9.600e-01 | atrl 4.153e+00 | trl0 3.515e+00 | nm 1.536e+02 | nmx 7.930e-01 | 
+2025-11-24 17:52:57,992 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 021/100 | step 00003/00625 | lr 9.600e-01 | atrl 3.677e+00 | trl0 3.450e+00 | nm 1.536e+02 | nmx 1.215e+00 | 
+2025-11-24 17:53:01,734 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 021/100 | step 00004/00625 | lr 9.600e-01 | atrl 4.165e+00 | trl0 3.462e+00 | nm 1.537e+02 | nmx 1.166e+00 | 
+2025-11-24 17:53:05,475 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 021/100 | step 00005/00625 | lr 9.600e-01 | atrl 4.154e+00 | trl0 3.484e+00 | nm 1.537e+02 | nmx 9.117e-01 | 
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diff --git a/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-24/train.jsonl b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-24/train.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..39241b5034fedf364dae8866eff848b9eaf1a10e
--- /dev/null
+++ b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-24/train.jsonl
@@ -0,0 +1,223 @@
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diff --git a/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-24/train.log b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-24/train.log
new file mode 100644
index 0000000000000000000000000000000000000000..2c6f4de3b003a45843ee0e102f640272c3102c0d
--- /dev/null
+++ b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-24/train.log
@@ -0,0 +1,284 @@
+2025-11-24 17:56:03,221 | INFO | LR factors: [1.4 1.2 1.  0.8 0.6]
+2025-11-24 17:56:05,577 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 17:56:05,577 | INFO | Starting LR test 1/5: lr=1.4000
+2025-11-24 17:56:05,577 | INFO | Starting EoS for LR factor 1.4000
+2025-11-24 17:56:05,577 | INFO | Starting EoS for checkpoint 24
+2025-11-24 17:56:05,578 | INFO | Starting EoS for model resnet50
+2025-11-24 17:56:06,035 | INFO | Model state successfully loaded
+2025-11-24 17:56:07,269 | INFO | Wrapped model with DDP
+2025-11-24 17:56:07,271 | INFO | Current learning rate: 2.2399999999999998
+2025-11-24 17:56:07,272 | INFO | Original learning rate: 1.6
+2025-11-24 17:56:07,297 | INFO | 🎯 Momentum Information:
+2025-11-24 17:56:07,297 | INFO |   Extracted vectors: 161
+2025-11-24 17:56:07,297 | INFO |   Has momentum state: True
+2025-11-24 17:56:15,894 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 025/100 | step 00000/00625 | lr 2.240e+00 | atrl 3.482e+00 | trl0 3.482e+00 | nm 1.543e+02 | nmx 2.645e+00 | 
+2025-11-24 17:56:19,700 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 025/100 | step 00001/00625 | lr 2.240e+00 | atrl 6.904e+00 | trl0 3.371e+00 | nm 1.543e+02 | nmx 1.731e+00 | 
+2025-11-24 17:56:23,444 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 025/100 | step 00002/00625 | lr 2.240e+00 | atrl 5.036e+00 | trl0 3.373e+00 | nm 1.543e+02 | nmx 2.805e+00 | 
+2025-11-24 17:56:27,190 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 025/100 | step 00003/00625 | lr 2.240e+00 | atrl 8.812e+00 | trl0 3.384e+00 | nm 1.544e+02 | nmx 5.463e+00 | 
+2025-11-24 17:56:30,932 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 025/100 | step 00004/00625 | lr 2.240e+00 | atrl 3.434e+01 | trl0 3.428e+00 | nm 1.552e+02 | nmx 1.670e+01 | 
+2025-11-24 17:56:34,675 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 025/100 | step 00005/00625 | lr 2.240e+00 | atrl 3.106e+02 | trl0 3.377e+00 | nm 1.629e+02 | nmx 5.240e+01 | 
+2025-11-24 17:56:38,419 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 025/100 | step 00006/00625 | lr 2.240e+00 | atrl 3.161e+03 | trl0 3.420e+00 | nm 2.329e+02 | nmx 1.744e+02 | 
+2025-11-24 17:56:42,161 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 025/100 | step 00007/00625 | lr 2.240e+00 | atrl 3.664e+04 | trl0 3.433e+00 | nm 6.459e+02 | nmx 6.273e+02 | 
+2025-11-24 17:56:45,902 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 025/100 | step 00008/00625 | lr 2.240e+00 | atrl 4.880e+05 | trl0 3.384e+00 | nm 2.356e+03 | nmx 2.350e+03 | 
+2025-11-24 17:56:49,643 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 025/100 | step 00009/00625 | lr 2.240e+00 | atrl 6.557e+06 | trl0 3.347e+00 | nm 8.217e+03 | nmx 8.216e+03 | 
+2025-11-24 17:56:53,384 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 025/100 | step 00010/00625 | lr 2.240e+00 | atrl 7.692e+07 | trl0 3.363e+00 | nm 2.674e+04 | nmx 2.674e+04 | 
+2025-11-24 17:56:57,124 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 025/100 | step 00011/00625 | lr 2.240e+00 | atrl 8.541e+08 | trl0 3.318e+00 | nm 9.396e+04 | nmx 9.396e+04 | 
+2025-11-24 17:57:00,863 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 025/100 | step 00012/00625 | lr 2.240e+00 | atrl 1.059e+10 | trl0 3.441e+00 | nm 3.329e+05 | nmx 3.329e+05 | 
+2025-11-24 17:57:04,607 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 025/100 | step 00013/00625 | lr 2.240e+00 | atrl 1.367e+11 | trl0 3.382e+00 | nm 1.233e+06 | nmx 1.233e+06 | 
+2025-11-24 17:57:08,352 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 025/100 | step 00014/00625 | lr 2.240e+00 | atrl 1.717e+12 | trl0 3.375e+00 | nm 3.987e+06 | nmx 3.987e+06 | 
+2025-11-24 17:57:12,092 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 025/100 | step 00015/00625 | lr 2.240e+00 | atrl 1.849e+13 | trl0 3.379e+00 | nm 1.348e+07 | nmx 1.348e+07 | 
+2025-11-24 17:57:15,833 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 025/100 | step 00016/00625 | lr 2.240e+00 | atrl 1.986e+14 | trl0 3.375e+00 | nm 4.148e+07 | nmx 4.148e+07 | 
+2025-11-24 17:57:19,572 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 025/100 | step 00017/00625 | lr 2.240e+00 | atrl 1.882e+15 | trl0 3.420e+00 | nm 1.273e+08 | nmx 1.273e+08 | 
+2025-11-24 17:57:23,312 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 025/100 | step 00018/00625 | lr 2.240e+00 | atrl 1.872e+16 | trl0 3.446e+00 | nm 4.242e+08 | nmx 4.242e+08 | 
+2025-11-24 17:57:27,053 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 025/100 | step 00019/00625 | lr 2.240e+00 | atrl 1.999e+17 | trl0 3.393e+00 | nm 1.332e+09 | nmx 1.332e+09 | 
+2025-11-24 17:57:30,793 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 025/100 | step 00020/00625 | lr 2.240e+00 | atrl 2.137e+18 | trl0 3.427e+00 | nm 4.751e+09 | nmx 4.751e+09 | 
+2025-11-24 17:57:34,535 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 025/100 | step 00021/00625 | lr 2.240e+00 | atrl 2.706e+19 | trl0 3.404e+00 | nm 1.681e+10 | nmx 1.681e+10 | 
+2025-11-24 17:57:38,275 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 025/100 | step 00022/00625 | lr 2.240e+00 | atrl 3.357e+20 | trl0 3.458e+00 | nm 5.866e+10 | nmx 5.866e+10 | 
+2025-11-24 17:57:42,015 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 025/100 | step 00023/00625 | lr 2.240e+00 | atrl 4.088e+21 | trl0 3.404e+00 | nm 2.045e+11 | nmx 2.045e+11 | 
+2025-11-24 17:57:45,754 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 025/100 | step 00024/00625 | lr 2.240e+00 | atrl 4.913e+22 | trl0 3.434e+00 | nm 7.024e+11 | nmx 7.024e+11 | 
+2025-11-24 17:57:49,497 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 025/100 | step 00025/00625 | lr 2.240e+00 | atrl 5.762e+23 | trl0 3.407e+00 | nm 2.391e+12 | nmx 2.391e+12 | 
+2025-11-24 17:57:53,237 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 025/100 | step 00026/00625 | lr 2.240e+00 | atrl 6.482e+24 | trl0 3.387e+00 | nm 7.750e+12 | nmx 7.750e+12 | 
+2025-11-24 17:57:56,976 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 025/100 | step 00027/00625 | lr 2.240e+00 | atrl 6.851e+25 | trl0 3.345e+00 | nm 2.531e+13 | nmx 2.531e+13 | 
+2025-11-24 17:58:00,718 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 025/100 | step 00028/00625 | lr 2.240e+00 | atrl 7.338e+26 | trl0 3.412e+00 | nm 8.295e+13 | nmx 8.295e+13 | 
+2025-11-24 17:58:04,460 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 025/100 | step 00029/00625 | lr 2.240e+00 | atrl 7.794e+27 | trl0 3.369e+00 | nm 2.685e+14 | nmx 2.685e+14 | 
+2025-11-24 17:58:08,204 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 025/100 | step 00030/00625 | lr 2.240e+00 | atrl 8.307e+28 | trl0 3.440e+00 | nm 8.922e+14 | nmx 8.922e+14 | 
+2025-11-24 17:58:11,948 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 025/100 | step 00031/00625 | lr 2.240e+00 | atrl 9.506e+29 | trl0 3.402e+00 | nm 3.141e+15 | nmx 3.141e+15 | 
+2025-11-24 17:58:12,310 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 17:58:12,310 | INFO | Starting LR test 2/5: lr=1.2000
+2025-11-24 17:58:12,310 | INFO | Starting EoS for LR factor 1.2000
+2025-11-24 17:58:12,310 | INFO | Starting EoS for checkpoint 24
+2025-11-24 17:58:12,310 | INFO | Starting EoS for model resnet50
+2025-11-24 17:58:12,706 | INFO | Model state successfully loaded
+2025-11-24 17:58:12,867 | INFO | Wrapped model with DDP
+2025-11-24 17:58:12,869 | INFO | Current learning rate: 1.92
+2025-11-24 17:58:12,870 | INFO | Original learning rate: 1.6
+2025-11-24 17:58:12,943 | INFO | 🎯 Momentum Information:
+2025-11-24 17:58:12,943 | INFO |   Extracted vectors: 161
+2025-11-24 17:58:12,943 | INFO |   Has momentum state: True
+2025-11-24 17:58:20,715 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 025/100 | step 00000/00625 | lr 1.920e+00 | atrl 3.482e+00 | trl0 3.482e+00 | nm 1.543e+02 | nmx 2.267e+00 | 
+2025-11-24 17:58:24,453 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 025/100 | step 00001/00625 | lr 1.920e+00 | atrl 5.953e+00 | trl0 3.371e+00 | nm 1.543e+02 | nmx 1.149e+00 | 
+2025-11-24 17:58:28,190 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 025/100 | step 00002/00625 | lr 1.920e+00 | atrl 4.040e+00 | trl0 3.373e+00 | nm 1.543e+02 | nmx 2.346e+00 | 
+2025-11-24 17:58:31,930 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 025/100 | step 00003/00625 | lr 1.920e+00 | atrl 6.502e+00 | trl0 3.384e+00 | nm 1.543e+02 | nmx 2.322e+00 | 
+2025-11-24 17:58:35,669 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 025/100 | step 00004/00625 | lr 1.920e+00 | atrl 8.330e+00 | trl0 3.428e+00 | nm 1.544e+02 | nmx 5.180e+00 | 
+2025-11-24 17:58:39,408 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 025/100 | step 00005/00625 | lr 1.920e+00 | atrl 2.987e+01 | trl0 3.377e+00 | nm 1.547e+02 | nmx 1.110e+01 | 
+2025-11-24 17:58:43,148 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 025/100 | step 00006/00625 | lr 1.920e+00 | atrl 1.418e+02 | trl0 3.420e+00 | nm 1.567e+02 | nmx 2.735e+01 | 
+2025-11-24 17:58:46,888 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 025/100 | step 00007/00625 | lr 1.920e+00 | atrl 8.888e+02 | trl0 3.433e+00 | nm 1.710e+02 | nmx 7.386e+01 | 
+2025-11-24 17:58:50,630 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 025/100 | step 00008/00625 | lr 1.920e+00 | atrl 6.681e+03 | trl0 3.384e+00 | nm 2.602e+02 | nmx 2.096e+02 | 
+2025-11-24 17:58:54,368 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 025/100 | step 00009/00625 | lr 1.920e+00 | atrl 5.181e+04 | trl0 3.347e+00 | nm 5.772e+02 | nmx 5.563e+02 | 
+2025-11-24 17:58:58,108 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 025/100 | step 00010/00625 | lr 1.920e+00 | atrl 3.474e+05 | trl0 3.363e+00 | nm 1.346e+03 | nmx 1.337e+03 | 
+2025-11-24 17:59:01,848 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 025/100 | step 00011/00625 | lr 1.920e+00 | atrl 2.104e+06 | trl0 3.318e+00 | nm 3.509e+03 | nmx 3.506e+03 | 
+2025-11-24 17:59:05,587 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 025/100 | step 00012/00625 | lr 1.920e+00 | atrl 1.453e+07 | trl0 3.441e+00 | nm 9.304e+03 | nmx 9.302e+03 | 
+2025-11-24 17:59:09,327 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 025/100 | step 00013/00625 | lr 1.920e+00 | atrl 1.048e+08 | trl0 3.382e+00 | nm 2.583e+04 | nmx 2.583e+04 | 
+2025-11-24 17:59:13,067 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 025/100 | step 00014/00625 | lr 1.920e+00 | atrl 7.449e+08 | trl0 3.375e+00 | nm 6.223e+04 | nmx 6.223e+04 | 
+2025-11-24 17:59:16,806 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 025/100 | step 00015/00625 | lr 1.920e+00 | atrl 4.423e+09 | trl0 3.379e+00 | nm 1.554e+05 | nmx 1.554e+05 | 
+2025-11-24 17:59:20,545 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 025/100 | step 00016/00625 | lr 1.920e+00 | atrl 2.592e+10 | trl0 3.375e+00 | nm 3.492e+05 | nmx 3.492e+05 | 
+2025-11-24 17:59:24,283 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 025/100 | step 00017/00625 | lr 1.920e+00 | atrl 1.303e+11 | trl0 3.420e+00 | nm 7.751e+05 | nmx 7.751e+05 | 
+2025-11-24 17:59:28,023 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 025/100 | step 00018/00625 | lr 1.920e+00 | atrl 6.760e+11 | trl0 3.446e+00 | nm 1.879e+06 | nmx 1.879e+06 | 
+2025-11-24 17:59:31,762 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 025/100 | step 00019/00625 | lr 1.920e+00 | atrl 3.844e+12 | trl0 3.393e+00 | nm 4.297e+06 | nmx 4.297e+06 | 
+2025-11-24 17:59:35,499 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 025/100 | step 00020/00625 | lr 1.920e+00 | atrl 2.163e+13 | trl0 3.427e+00 | nm 1.123e+07 | nmx 1.123e+07 | 
+2025-11-24 17:59:39,239 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 025/100 | step 00021/00625 | lr 1.920e+00 | atrl 1.484e+14 | trl0 3.404e+00 | nm 2.956e+07 | nmx 2.956e+07 | 
+2025-11-24 17:59:42,979 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 025/100 | step 00022/00625 | lr 1.920e+00 | atrl 1.020e+15 | trl0 3.458e+00 | nm 7.672e+07 | nmx 7.672e+07 | 
+2025-11-24 17:59:46,719 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 025/100 | step 00023/00625 | lr 1.920e+00 | atrl 6.870e+15 | trl0 3.404e+00 | nm 1.988e+08 | nmx 1.988e+08 | 
+2025-11-24 17:59:50,456 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 025/100 | step 00024/00625 | lr 1.920e+00 | atrl 4.565e+16 | trl0 3.434e+00 | nm 5.072e+08 | nmx 5.072e+08 | 
+2025-11-24 17:59:54,195 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 025/100 | step 00025/00625 | lr 1.920e+00 | atrl 2.949e+17 | trl0 3.407e+00 | nm 1.277e+09 | nmx 1.277e+09 | 
+2025-11-24 17:59:57,935 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 025/100 | step 00026/00625 | lr 1.920e+00 | atrl 1.817e+18 | trl0 3.387e+00 | nm 3.042e+09 | nmx 3.042e+09 | 
+2025-11-24 18:00:01,674 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 025/100 | step 00027/00625 | lr 1.920e+00 | atrl 1.034e+19 | trl0 3.345e+00 | nm 7.266e+09 | nmx 7.266e+09 | 
+2025-11-24 18:00:05,412 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 025/100 | step 00028/00625 | lr 1.920e+00 | atrl 5.931e+19 | trl0 3.412e+00 | nm 1.745e+10 | nmx 1.745e+10 | 
+2025-11-24 18:00:09,152 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 025/100 | step 00029/00625 | lr 1.920e+00 | atrl 3.377e+20 | trl0 3.369e+00 | nm 4.127e+10 | nmx 4.127e+10 | 
+2025-11-24 18:00:12,890 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 025/100 | step 00030/00625 | lr 1.920e+00 | atrl 1.919e+21 | trl0 3.440e+00 | nm 1.004e+11 | nmx 1.004e+11 | 
+2025-11-24 18:00:16,630 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 025/100 | step 00031/00625 | lr 1.920e+00 | atrl 1.180e+22 | trl0 3.402e+00 | nm 2.622e+11 | nmx 2.622e+11 | 
+2025-11-24 18:00:20,371 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 025/100 | step 00032/00625 | lr 1.920e+00 | atrl 8.156e+22 | trl0 3.368e+00 | nm 6.996e+11 | nmx 6.996e+11 | 
+2025-11-24 18:00:24,110 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 025/100 | step 00033/00625 | lr 1.920e+00 | atrl 5.793e+23 | trl0 3.334e+00 | nm 1.853e+12 | nmx 1.853e+12 | 
+2025-11-24 18:00:27,848 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 025/100 | step 00034/00625 | lr 1.920e+00 | atrl 3.875e+24 | trl0 3.390e+00 | nm 4.525e+12 | nmx 4.525e+12 | 
+2025-11-24 18:00:31,587 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 025/100 | step 00035/00625 | lr 1.920e+00 | atrl 2.435e+25 | trl0 3.412e+00 | nm 1.210e+13 | nmx 1.210e+13 | 
+2025-11-24 18:00:35,328 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 025/100 | step 00036/00625 | lr 1.920e+00 | atrl 1.749e+26 | trl0 3.369e+00 | nm 3.260e+13 | nmx 3.260e+13 | 
+2025-11-24 18:00:39,068 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 025/100 | step 00037/00625 | lr 1.920e+00 | atrl 1.259e+27 | trl0 3.405e+00 | nm 8.667e+13 | nmx 8.667e+13 | 
+2025-11-24 18:00:42,808 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 025/100 | step 00038/00625 | lr 1.920e+00 | atrl 8.459e+27 | trl0 3.421e+00 | nm 2.099e+14 | nmx 2.099e+14 | 
+2025-11-24 18:00:46,548 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 025/100 | step 00039/00625 | lr 1.920e+00 | atrl 4.993e+28 | trl0 3.294e+00 | nm 5.136e+14 | nmx 5.136e+14 | 
+2025-11-24 18:00:50,287 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 025/100 | step 00040/00625 | lr 1.920e+00 | atrl 2.928e+29 | trl0 3.439e+00 | nm 1.221e+15 | nmx 1.221e+15 | 
+2025-11-24 18:00:50,770 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 18:00:50,770 | INFO | Starting LR test 3/5: lr=1.0000
+2025-11-24 18:00:50,770 | INFO | Starting EoS for LR factor 1.0000
+2025-11-24 18:00:50,770 | INFO | Starting EoS for checkpoint 24
+2025-11-24 18:00:50,771 | INFO | Starting EoS for model resnet50
+2025-11-24 18:00:51,154 | INFO | Model state successfully loaded
+2025-11-24 18:00:51,412 | INFO | Wrapped model with DDP
+2025-11-24 18:00:51,414 | INFO | Current learning rate: 1.6
+2025-11-24 18:00:51,414 | INFO | Original learning rate: 1.6
+2025-11-24 18:00:51,418 | INFO | 🎯 Momentum Information:
+2025-11-24 18:00:51,418 | INFO |   Extracted vectors: 161
+2025-11-24 18:00:51,419 | INFO |   Has momentum state: True
+2025-11-24 18:00:58,757 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 025/100 | step 00000/00625 | lr 1.600e+00 | atrl 3.482e+00 | trl0 3.482e+00 | nm 1.543e+02 | nmx 1.889e+00 | 
+2025-11-24 18:01:02,497 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 025/100 | step 00001/00625 | lr 1.600e+00 | atrl 5.151e+00 | trl0 3.371e+00 | nm 1.543e+02 | nmx 1.056e+00 | 
+2025-11-24 18:01:06,235 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 025/100 | step 00002/00625 | lr 1.600e+00 | atrl 3.875e+00 | trl0 3.373e+00 | nm 1.543e+02 | nmx 1.797e+00 | 
+2025-11-24 18:01:09,974 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 025/100 | step 00003/00625 | lr 1.600e+00 | atrl 5.053e+00 | trl0 3.384e+00 | nm 1.543e+02 | nmx 1.492e+00 | 
+2025-11-24 18:01:13,713 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 025/100 | step 00004/00625 | lr 1.600e+00 | atrl 4.702e+00 | trl0 3.428e+00 | nm 1.543e+02 | nmx 1.829e+00 | 
+2025-11-24 18:01:17,452 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 025/100 | step 00005/00625 | lr 1.600e+00 | atrl 5.420e+00 | trl0 3.377e+00 | nm 1.543e+02 | nmx 2.054e+00 | 
+2025-11-24 18:01:21,192 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 025/100 | step 00006/00625 | lr 1.600e+00 | atrl 6.209e+00 | trl0 3.420e+00 | nm 1.543e+02 | nmx 2.280e+00 | 
+2025-11-24 18:01:24,931 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 025/100 | step 00007/00625 | lr 1.600e+00 | atrl 7.617e+00 | trl0 3.433e+00 | nm 1.543e+02 | nmx 3.198e+00 | 
+2025-11-24 18:01:28,669 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 025/100 | step 00008/00625 | lr 1.600e+00 | atrl 1.282e+01 | trl0 3.384e+00 | nm 1.544e+02 | nmx 4.815e+00 | 
+2025-11-24 18:01:32,410 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 025/100 | step 00009/00625 | lr 1.600e+00 | atrl 2.787e+01 | trl0 3.347e+00 | nm 1.545e+02 | nmx 7.871e+00 | 
+2025-11-24 18:01:36,149 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 025/100 | step 00010/00625 | lr 1.600e+00 | atrl 6.714e+01 | trl0 3.363e+00 | nm 1.547e+02 | nmx 1.124e+01 | 
+2025-11-24 18:01:39,888 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 025/100 | step 00011/00625 | lr 1.600e+00 | atrl 1.391e+02 | trl0 3.318e+00 | nm 1.552e+02 | nmx 1.738e+01 | 
+2025-11-24 18:01:43,627 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 025/100 | step 00012/00625 | lr 1.600e+00 | atrl 3.334e+02 | trl0 3.441e+00 | nm 1.568e+02 | nmx 2.791e+01 | 
+2025-11-24 18:01:47,366 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 025/100 | step 00013/00625 | lr 1.600e+00 | atrl 8.724e+02 | trl0 3.382e+00 | nm 1.613e+02 | nmx 4.727e+01 | 
+2025-11-24 18:01:51,105 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 025/100 | step 00014/00625 | lr 1.600e+00 | atrl 2.353e+03 | trl0 3.375e+00 | nm 1.691e+02 | nmx 6.938e+01 | 
+2025-11-24 18:01:54,843 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 025/100 | step 00015/00625 | lr 1.600e+00 | atrl 5.055e+03 | trl0 3.379e+00 | nm 1.846e+02 | nmx 1.013e+02 | 
+2025-11-24 18:01:58,583 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 025/100 | step 00016/00625 | lr 1.600e+00 | atrl 1.009e+04 | trl0 3.375e+00 | nm 2.016e+02 | nmx 1.298e+02 | 
+2025-11-24 18:02:02,323 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 025/100 | step 00017/00625 | lr 1.600e+00 | atrl 1.582e+04 | trl0 3.420e+00 | nm 2.172e+02 | nmx 1.529e+02 | 
+2025-11-24 18:02:06,062 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 025/100 | step 00018/00625 | lr 1.600e+00 | atrl 2.223e+04 | trl0 3.446e+00 | nm 2.473e+02 | nmx 1.933e+02 | 
+2025-11-24 18:02:09,801 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 025/100 | step 00019/00625 | lr 1.600e+00 | atrl 3.471e+04 | trl0 3.393e+00 | nm 2.805e+02 | nmx 2.342e+02 | 
+2025-11-24 18:02:13,542 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 025/100 | step 00020/00625 | lr 1.600e+00 | atrl 5.290e+04 | trl0 3.427e+00 | nm 3.530e+02 | nmx 3.175e+02 | 
+2025-11-24 18:02:17,281 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 025/100 | step 00021/00625 | lr 1.600e+00 | atrl 1.022e+05 | trl0 3.404e+00 | nm 4.943e+02 | nmx 4.696e+02 | 
+2025-11-24 18:02:21,021 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 025/100 | step 00022/00625 | lr 1.600e+00 | atrl 2.319e+05 | trl0 3.458e+00 | nm 7.351e+02 | nmx 7.188e+02 | 
+2025-11-24 18:02:24,761 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 025/100 | step 00023/00625 | lr 1.600e+00 | atrl 5.519e+05 | trl0 3.404e+00 | nm 1.121e+03 | nmx 1.110e+03 | 
+2025-11-24 18:02:28,503 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 025/100 | step 00024/00625 | lr 1.600e+00 | atrl 1.307e+06 | trl0 3.434e+00 | nm 1.685e+03 | nmx 1.678e+03 | 
+2025-11-24 18:02:32,243 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 025/100 | step 00025/00625 | lr 1.600e+00 | atrl 2.966e+06 | trl0 3.407e+00 | nm 2.492e+03 | nmx 2.488e+03 | 
+2025-11-24 18:02:35,981 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 025/100 | step 00026/00625 | lr 1.600e+00 | atrl 6.330e+06 | trl0 3.387e+00 | nm 3.431e+03 | nmx 3.428e+03 | 
+2025-11-24 18:02:39,720 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 025/100 | step 00027/00625 | lr 1.600e+00 | atrl 1.187e+07 | trl0 3.345e+00 | nm 4.629e+03 | nmx 4.626e+03 | 
+2025-11-24 18:02:43,460 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 025/100 | step 00028/00625 | lr 1.600e+00 | atrl 2.154e+07 | trl0 3.412e+00 | nm 6.212e+03 | nmx 6.210e+03 | 
+2025-11-24 18:02:47,200 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 025/100 | step 00029/00625 | lr 1.600e+00 | atrl 3.791e+07 | trl0 3.369e+00 | nm 8.092e+03 | nmx 8.090e+03 | 
+2025-11-24 18:02:50,939 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 025/100 | step 00030/00625 | lr 1.600e+00 | atrl 6.440e+07 | trl0 3.440e+00 | nm 1.072e+04 | nmx 1.072e+04 | 
+2025-11-24 18:02:54,676 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 025/100 | step 00031/00625 | lr 1.600e+00 | atrl 1.184e+08 | trl0 3.402e+00 | nm 1.585e+04 | nmx 1.585e+04 | 
+2025-11-24 18:02:58,415 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 025/100 | step 00032/00625 | lr 1.600e+00 | atrl 2.686e+08 | trl0 3.368e+00 | nm 2.512e+04 | nmx 2.512e+04 | 
+2025-11-24 18:03:02,157 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 025/100 | step 00033/00625 | lr 1.600e+00 | atrl 6.896e+08 | trl0 3.334e+00 | nm 4.042e+04 | nmx 4.042e+04 | 
+2025-11-24 18:03:05,897 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 025/100 | step 00034/00625 | lr 1.600e+00 | atrl 1.716e+09 | trl0 3.390e+00 | nm 5.883e+04 | nmx 5.883e+04 | 
+2025-11-24 18:03:09,635 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 025/100 | step 00035/00625 | lr 1.600e+00 | atrl 3.752e+09 | trl0 3.412e+00 | nm 9.213e+04 | nmx 9.213e+04 | 
+2025-11-24 18:03:13,374 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 025/100 | step 00036/00625 | lr 1.600e+00 | atrl 9.353e+09 | trl0 3.369e+00 | nm 1.500e+05 | nmx 1.500e+05 | 
+2025-11-24 18:03:17,113 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 025/100 | step 00037/00625 | lr 1.600e+00 | atrl 2.478e+10 | trl0 3.405e+00 | nm 2.433e+05 | nmx 2.433e+05 | 
+2025-11-24 18:03:20,855 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 025/100 | step 00038/00625 | lr 1.600e+00 | atrl 6.252e+10 | trl0 3.421e+00 | nm 3.542e+05 | nmx 3.542e+05 | 
+2025-11-24 18:03:24,596 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 025/100 | step 00039/00625 | lr 1.600e+00 | atrl 1.306e+11 | trl0 3.294e+00 | nm 5.003e+05 | nmx 5.003e+05 | 
+2025-11-24 18:03:28,335 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 025/100 | step 00040/00625 | lr 1.600e+00 | atrl 2.519e+11 | trl0 3.439e+00 | nm 6.756e+05 | nmx 6.756e+05 | 
+2025-11-24 18:03:32,073 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 025/100 | step 00041/00625 | lr 1.600e+00 | atrl 4.712e+11 | trl0 3.411e+00 | nm 9.843e+05 | nmx 9.843e+05 | 
+2025-11-24 18:03:35,813 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 025/100 | step 00042/00625 | lr 1.600e+00 | atrl 1.095e+12 | trl0 3.443e+00 | nm 1.771e+06 | nmx 1.771e+06 | 
+2025-11-24 18:03:39,553 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 025/100 | step 00043/00625 | lr 1.600e+00 | atrl 3.447e+12 | trl0 3.350e+00 | nm 2.928e+06 | nmx 2.928e+06 | 
+2025-11-24 18:03:43,292 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 025/100 | step 00044/00625 | lr 1.600e+00 | atrl 9.102e+12 | trl0 3.419e+00 | nm 4.334e+06 | nmx 4.334e+06 | 
+2025-11-24 18:03:47,032 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 025/100 | step 00045/00625 | lr 1.600e+00 | atrl 2.079e+13 | trl0 3.393e+00 | nm 7.089e+06 | nmx 7.089e+06 | 
+2025-11-24 18:03:50,774 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 025/100 | step 00046/00625 | lr 1.600e+00 | atrl 5.471e+13 | trl0 3.378e+00 | nm 1.120e+07 | nmx 1.120e+07 | 
+2025-11-24 18:03:54,515 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 025/100 | step 00047/00625 | lr 1.600e+00 | atrl 1.318e+14 | trl0 3.381e+00 | nm 1.631e+07 | nmx 1.631e+07 | 
+2025-11-24 18:03:58,254 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 025/100 | step 00048/00625 | lr 1.600e+00 | atrl 2.834e+14 | trl0 3.396e+00 | nm 2.485e+07 | nmx 2.485e+07 | 
+2025-11-24 18:04:01,992 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 025/100 | step 00049/00625 | lr 1.600e+00 | atrl 6.502e+14 | trl0 3.346e+00 | nm 3.705e+07 | nmx 3.705e+07 | 
+2025-11-24 18:04:02,639 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 18:04:02,640 | INFO | Starting LR test 4/5: lr=0.8000
+2025-11-24 18:04:02,640 | INFO | Starting EoS for LR factor 0.8000
+2025-11-24 18:04:02,640 | INFO | Starting EoS for checkpoint 24
+2025-11-24 18:04:02,640 | INFO | Starting EoS for model resnet50
+2025-11-24 18:04:03,017 | INFO | Model state successfully loaded
+2025-11-24 18:04:03,174 | INFO | Wrapped model with DDP
+2025-11-24 18:04:03,176 | INFO | Current learning rate: 1.28
+2025-11-24 18:04:03,176 | INFO | Original learning rate: 1.6
+2025-11-24 18:04:03,179 | INFO | 🎯 Momentum Information:
+2025-11-24 18:04:03,179 | INFO |   Extracted vectors: 161
+2025-11-24 18:04:03,179 | INFO |   Has momentum state: True
+2025-11-24 18:04:10,459 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 025/100 | step 00000/00625 | lr 1.280e+00 | atrl 3.482e+00 | trl0 3.482e+00 | nm 1.543e+02 | nmx 1.511e+00 | 
+2025-11-24 18:04:14,200 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 025/100 | step 00001/00625 | lr 1.280e+00 | atrl 4.498e+00 | trl0 3.371e+00 | nm 1.543e+02 | nmx 1.165e+00 | 
+2025-11-24 18:04:17,939 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 025/100 | step 00002/00625 | lr 1.280e+00 | atrl 3.986e+00 | trl0 3.373e+00 | nm 1.543e+02 | nmx 1.167e+00 | 
+2025-11-24 18:04:21,679 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 025/100 | step 00003/00625 | lr 1.280e+00 | atrl 4.023e+00 | trl0 3.384e+00 | nm 1.543e+02 | nmx 1.526e+00 | 
+2025-11-24 18:04:25,419 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 025/100 | step 00004/00625 | lr 1.280e+00 | atrl 4.591e+00 | trl0 3.428e+00 | nm 1.543e+02 | nmx 1.038e+00 | 
+2025-11-24 18:04:29,158 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 025/100 | step 00005/00625 | lr 1.280e+00 | atrl 3.918e+00 | trl0 3.377e+00 | nm 1.543e+02 | nmx 1.520e+00 | 
+2025-11-24 18:04:32,896 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 025/100 | step 00006/00625 | lr 1.280e+00 | atrl 4.559e+00 | trl0 3.420e+00 | nm 1.543e+02 | nmx 1.374e+00 | 
+2025-11-24 18:04:36,636 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 025/100 | step 00007/00625 | lr 1.280e+00 | atrl 4.346e+00 | trl0 3.433e+00 | nm 1.543e+02 | nmx 1.329e+00 | 
+2025-11-24 18:04:40,376 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 025/100 | step 00008/00625 | lr 1.280e+00 | atrl 4.257e+00 | trl0 3.384e+00 | nm 1.543e+02 | nmx 1.543e+00 | 
+2025-11-24 18:04:44,115 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 025/100 | step 00009/00625 | lr 1.280e+00 | atrl 4.548e+00 | trl0 3.347e+00 | nm 1.543e+02 | nmx 1.302e+00 | 
+2025-11-24 18:04:47,854 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 025/100 | step 00010/00625 | lr 1.280e+00 | atrl 4.219e+00 | trl0 3.363e+00 | nm 1.543e+02 | nmx 1.512e+00 | 
+2025-11-24 18:04:51,594 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 025/100 | step 00011/00625 | lr 1.280e+00 | atrl 4.449e+00 | trl0 3.318e+00 | nm 1.543e+02 | nmx 1.470e+00 | 
+2025-11-24 18:04:55,335 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 025/100 | step 00012/00625 | lr 1.280e+00 | atrl 4.504e+00 | trl0 3.441e+00 | nm 1.543e+02 | nmx 1.428e+00 | 
+2025-11-24 18:04:59,076 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 025/100 | step 00013/00625 | lr 1.280e+00 | atrl 4.388e+00 | trl0 3.382e+00 | nm 1.543e+02 | nmx 1.554e+00 | 
+2025-11-24 18:05:02,815 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 025/100 | step 00014/00625 | lr 1.280e+00 | atrl 4.613e+00 | trl0 3.375e+00 | nm 1.543e+02 | nmx 1.415e+00 | 
+2025-11-24 18:05:06,554 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 025/100 | step 00015/00625 | lr 1.280e+00 | atrl 4.390e+00 | trl0 3.379e+00 | nm 1.543e+02 | nmx 1.544e+00 | 
+2025-11-24 18:05:10,327 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 025/100 | step 00016/00625 | lr 1.280e+00 | atrl 4.562e+00 | trl0 3.375e+00 | nm 1.543e+02 | nmx 1.526e+00 | 
+2025-11-24 18:05:14,068 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 025/100 | step 00017/00625 | lr 1.280e+00 | atrl 4.597e+00 | trl0 3.420e+00 | nm 1.543e+02 | nmx 1.498e+00 | 
+2025-11-24 18:05:17,809 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 025/100 | step 00018/00625 | lr 1.280e+00 | atrl 4.577e+00 | trl0 3.446e+00 | nm 1.543e+02 | nmx 1.564e+00 | 
+2025-11-24 18:05:21,549 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 025/100 | step 00019/00625 | lr 1.280e+00 | atrl 4.607e+00 | trl0 3.393e+00 | nm 1.543e+02 | nmx 1.486e+00 | 
+2025-11-24 18:05:25,289 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 025/100 | step 00020/00625 | lr 1.280e+00 | atrl 4.550e+00 | trl0 3.427e+00 | nm 1.543e+02 | nmx 1.558e+00 | 
+2025-11-24 18:05:29,028 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 025/100 | step 00021/00625 | lr 1.280e+00 | atrl 4.606e+00 | trl0 3.404e+00 | nm 1.543e+02 | nmx 1.565e+00 | 
+2025-11-24 18:05:32,768 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 025/100 | step 00022/00625 | lr 1.280e+00 | atrl 4.683e+00 | trl0 3.458e+00 | nm 1.543e+02 | nmx 1.529e+00 | 
+2025-11-24 18:05:36,507 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 025/100 | step 00023/00625 | lr 1.280e+00 | atrl 4.574e+00 | trl0 3.404e+00 | nm 1.543e+02 | nmx 1.595e+00 | 
+2025-11-24 18:05:40,247 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 025/100 | step 00024/00625 | lr 1.280e+00 | atrl 4.727e+00 | trl0 3.434e+00 | nm 1.543e+02 | nmx 1.537e+00 | 
+2025-11-24 18:05:43,986 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 025/100 | step 00025/00625 | lr 1.280e+00 | atrl 4.616e+00 | trl0 3.407e+00 | nm 1.543e+02 | nmx 1.581e+00 | 
+2025-11-24 18:05:47,725 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 025/100 | step 00026/00625 | lr 1.280e+00 | atrl 4.637e+00 | trl0 3.387e+00 | nm 1.543e+02 | nmx 1.568e+00 | 
+2025-11-24 18:05:51,464 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 025/100 | step 00027/00625 | lr 1.280e+00 | atrl 4.568e+00 | trl0 3.345e+00 | nm 1.543e+02 | nmx 1.553e+00 | 
+2025-11-24 18:05:55,205 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 025/100 | step 00028/00625 | lr 1.280e+00 | atrl 4.635e+00 | trl0 3.412e+00 | nm 1.543e+02 | nmx 1.590e+00 | 
+2025-11-24 18:05:58,945 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 025/100 | step 00029/00625 | lr 1.280e+00 | atrl 4.630e+00 | trl0 3.369e+00 | nm 1.543e+02 | nmx 1.574e+00 | 
+2025-11-24 18:06:02,683 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 025/100 | step 00030/00625 | lr 1.280e+00 | atrl 4.693e+00 | trl0 3.440e+00 | nm 1.543e+02 | nmx 1.589e+00 | 
+2025-11-24 18:06:06,421 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 025/100 | step 00031/00625 | lr 1.280e+00 | atrl 4.696e+00 | trl0 3.402e+00 | nm 1.543e+02 | nmx 1.584e+00 | 
+2025-11-24 18:06:10,160 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 025/100 | step 00032/00625 | lr 1.280e+00 | atrl 4.640e+00 | trl0 3.368e+00 | nm 1.543e+02 | nmx 1.570e+00 | 
+2025-11-24 18:06:13,899 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 025/100 | step 00033/00625 | lr 1.280e+00 | atrl 4.557e+00 | trl0 3.334e+00 | nm 1.543e+02 | nmx 1.607e+00 | 
+2025-11-24 18:06:17,640 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 025/100 | step 00034/00625 | lr 1.280e+00 | atrl 4.692e+00 | trl0 3.390e+00 | nm 1.543e+02 | nmx 1.572e+00 | 
+2025-11-24 18:06:21,379 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 025/100 | step 00035/00625 | lr 1.280e+00 | atrl 4.652e+00 | trl0 3.412e+00 | nm 1.543e+02 | nmx 1.584e+00 | 
+2025-11-24 18:06:25,120 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 025/100 | step 00036/00625 | lr 1.280e+00 | atrl 4.643e+00 | trl0 3.369e+00 | nm 1.543e+02 | nmx 1.578e+00 | 
+2025-11-24 18:06:28,859 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 025/100 | step 00037/00625 | lr 1.280e+00 | atrl 4.662e+00 | trl0 3.405e+00 | nm 1.543e+02 | nmx 1.582e+00 | 
+2025-11-24 18:06:32,597 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 025/100 | step 00038/00625 | lr 1.280e+00 | atrl 4.683e+00 | trl0 3.421e+00 | nm 1.543e+02 | nmx 1.591e+00 | 
+2025-11-24 18:06:36,336 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 025/100 | step 00039/00625 | lr 1.280e+00 | atrl 4.562e+00 | trl0 3.294e+00 | nm 1.543e+02 | nmx 1.550e+00 | 
+2025-11-24 18:06:40,078 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 025/100 | step 00040/00625 | lr 1.280e+00 | atrl 4.643e+00 | trl0 3.439e+00 | nm 1.543e+02 | nmx 1.586e+00 | 
+2025-11-24 18:06:43,817 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 025/100 | step 00041/00625 | lr 1.280e+00 | atrl 4.692e+00 | trl0 3.411e+00 | nm 1.543e+02 | nmx 1.587e+00 | 
+2025-11-24 18:06:47,555 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 025/100 | step 00042/00625 | lr 1.280e+00 | atrl 4.688e+00 | trl0 3.443e+00 | nm 1.543e+02 | nmx 1.606e+00 | 
+2025-11-24 18:06:51,294 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 025/100 | step 00043/00625 | lr 1.280e+00 | atrl 4.654e+00 | trl0 3.350e+00 | nm 1.543e+02 | nmx 1.581e+00 | 
+2025-11-24 18:06:55,032 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 025/100 | step 00044/00625 | lr 1.280e+00 | atrl 4.685e+00 | trl0 3.419e+00 | nm 1.543e+02 | nmx 1.597e+00 | 
+2025-11-24 18:06:58,771 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 025/100 | step 00045/00625 | lr 1.280e+00 | atrl 4.675e+00 | trl0 3.393e+00 | nm 1.543e+02 | nmx 1.583e+00 | 
+2025-11-24 18:07:02,510 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 025/100 | step 00046/00625 | lr 1.280e+00 | atrl 4.663e+00 | trl0 3.378e+00 | nm 1.543e+02 | nmx 1.601e+00 | 
+2025-11-24 18:07:06,248 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 025/100 | step 00047/00625 | lr 1.280e+00 | atrl 4.678e+00 | trl0 3.381e+00 | nm 1.543e+02 | nmx 1.597e+00 | 
+2025-11-24 18:07:09,987 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 025/100 | step 00048/00625 | lr 1.280e+00 | atrl 4.665e+00 | trl0 3.396e+00 | nm 1.543e+02 | nmx 1.575e+00 | 
+2025-11-24 18:07:13,728 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 025/100 | step 00049/00625 | lr 1.280e+00 | atrl 4.589e+00 | trl0 3.346e+00 | nm 1.543e+02 | nmx 1.591e+00 | 
+2025-11-24 18:07:14,275 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 18:07:14,276 | INFO | Starting LR test 5/5: lr=0.6000
+2025-11-24 18:07:14,276 | INFO | Starting EoS for LR factor 0.6000
+2025-11-24 18:07:14,276 | INFO | Starting EoS for checkpoint 24
+2025-11-24 18:07:14,276 | INFO | Starting EoS for model resnet50
+2025-11-24 18:07:14,660 | INFO | Model state successfully loaded
+2025-11-24 18:07:14,874 | INFO | Wrapped model with DDP
+2025-11-24 18:07:14,876 | INFO | Current learning rate: 0.96
+2025-11-24 18:07:14,876 | INFO | Original learning rate: 1.6
+2025-11-24 18:07:14,879 | INFO | 🎯 Momentum Information:
+2025-11-24 18:07:14,879 | INFO |   Extracted vectors: 161
+2025-11-24 18:07:14,879 | INFO |   Has momentum state: True
+2025-11-24 18:07:22,288 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 025/100 | step 00000/00625 | lr 9.600e-01 | atrl 3.482e+00 | trl0 3.482e+00 | nm 1.543e+02 | nmx 1.134e+00 | 
+2025-11-24 18:07:26,027 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 025/100 | step 00001/00625 | lr 9.600e-01 | atrl 3.993e+00 | trl0 3.371e+00 | nm 1.543e+02 | nmx 1.190e+00 | 
+2025-11-24 18:07:29,765 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 025/100 | step 00002/00625 | lr 9.600e-01 | atrl 4.024e+00 | trl0 3.373e+00 | nm 1.543e+02 | nmx 7.626e-01 | 
+2025-11-24 18:07:33,505 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 025/100 | step 00003/00625 | lr 9.600e-01 | atrl 3.590e+00 | trl0 3.384e+00 | nm 1.543e+02 | nmx 1.203e+00 | 
+2025-11-24 18:07:37,244 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 025/100 | step 00004/00625 | lr 9.600e-01 | atrl 4.117e+00 | trl0 3.428e+00 | nm 1.543e+02 | nmx 1.153e+00 | 
+2025-11-24 18:07:40,984 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 025/100 | step 00005/00625 | lr 9.600e-01 | atrl 4.032e+00 | trl0 3.377e+00 | nm 1.543e+02 | nmx 8.882e-01 | 
+2025-11-24 18:07:44,724 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 025/100 | step 00006/00625 | lr 9.600e-01 | atrl 3.807e+00 | trl0 3.420e+00 | nm 1.543e+02 | nmx 1.229e+00 | 
+2025-11-24 18:07:48,465 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 025/100 | step 00007/00625 | lr 9.600e-01 | atrl 4.158e+00 | trl0 3.433e+00 | nm 1.543e+02 | nmx 1.206e+00 | 
+2025-11-24 18:07:52,202 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 025/100 | step 00008/00625 | lr 9.600e-01 | atrl 4.061e+00 | trl0 3.384e+00 | nm 1.543e+02 | nmx 1.035e+00 | 
+2025-11-24 18:07:55,940 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 025/100 | step 00009/00625 | lr 9.600e-01 | atrl 3.849e+00 | trl0 3.347e+00 | nm 1.543e+02 | nmx 1.225e+00 | 
+2025-11-24 18:07:59,680 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 025/100 | step 00010/00625 | lr 9.600e-01 | atrl 4.096e+00 | trl0 3.363e+00 | nm 1.543e+02 | nmx 1.187e+00 | 
+2025-11-24 18:08:03,420 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 025/100 | step 00011/00625 | lr 9.600e-01 | atrl 4.011e+00 | trl0 3.318e+00 | nm 1.543e+02 | nmx 1.093e+00 | 
+2025-11-24 18:08:07,159 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 025/100 | step 00012/00625 | lr 9.600e-01 | atrl 4.014e+00 | trl0 3.441e+00 | nm 1.543e+02 | nmx 1.256e+00 | 
+2025-11-24 18:08:10,899 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 025/100 | step 00013/00625 | lr 9.600e-01 | atrl 4.142e+00 | trl0 3.382e+00 | nm 1.543e+02 | nmx 1.216e+00 | 
+2025-11-24 18:08:14,639 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 025/100 | step 00014/00625 | lr 9.600e-01 | atrl 4.080e+00 | trl0 3.375e+00 | nm 1.543e+02 | nmx 1.148e+00 | 
+2025-11-24 18:08:18,378 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 025/100 | step 00015/00625 | lr 9.600e-01 | atrl 4.017e+00 | trl0 3.379e+00 | nm 1.543e+02 | nmx 1.248e+00 | 
+2025-11-24 18:08:22,120 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 025/100 | step 00016/00625 | lr 9.600e-01 | atrl 4.135e+00 | trl0 3.375e+00 | nm 1.543e+02 | nmx 1.227e+00 | 
+2025-11-24 18:08:25,860 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 025/100 | step 00017/00625 | lr 9.600e-01 | atrl 4.153e+00 | trl0 3.420e+00 | nm 1.543e+02 | nmx 1.186e+00 | 
+2025-11-24 18:08:29,600 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 025/100 | step 00018/00625 | lr 9.600e-01 | atrl 4.124e+00 | trl0 3.446e+00 | nm 1.543e+02 | nmx 1.263e+00 | 
+2025-11-24 18:08:33,340 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 025/100 | step 00019/00625 | lr 9.600e-01 | atrl 4.156e+00 | trl0 3.393e+00 | nm 1.543e+02 | nmx 1.246e+00 | 
+2025-11-24 18:08:37,078 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 025/100 | step 00020/00625 | lr 9.600e-01 | atrl 4.198e+00 | trl0 3.427e+00 | nm 1.543e+02 | nmx 1.202e+00 | 
+2025-11-24 18:08:40,819 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 025/100 | step 00021/00625 | lr 9.600e-01 | atrl 4.113e+00 | trl0 3.404e+00 | nm 1.543e+02 | nmx 1.276e+00 | 
+2025-11-24 18:08:44,558 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 025/100 | step 00022/00625 | lr 9.600e-01 | atrl 4.254e+00 | trl0 3.458e+00 | nm 1.543e+02 | nmx 1.258e+00 | 
+2025-11-24 18:08:48,297 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 025/100 | step 00023/00625 | lr 9.600e-01 | atrl 4.169e+00 | trl0 3.404e+00 | nm 1.543e+02 | nmx 1.240e+00 | 
+2025-11-24 18:08:52,037 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 025/100 | step 00024/00625 | lr 9.600e-01 | atrl 4.178e+00 | trl0 3.434e+00 | nm 1.543e+02 | nmx 1.272e+00 | 
+2025-11-24 18:08:55,776 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 025/100 | step 00025/00625 | lr 9.600e-01 | atrl 4.199e+00 | trl0 3.407e+00 | nm 1.543e+02 | nmx 1.259e+00 | 
+2025-11-24 18:08:59,516 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 025/100 | step 00026/00625 | lr 9.600e-01 | atrl 4.164e+00 | trl0 3.387e+00 | nm 1.543e+02 | nmx 1.249e+00 | 
+2025-11-24 18:09:03,254 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 025/100 | step 00027/00625 | lr 9.600e-01 | atrl 4.100e+00 | trl0 3.345e+00 | nm 1.543e+02 | nmx 1.270e+00 | 
+2025-11-24 18:09:06,992 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 025/100 | step 00028/00625 | lr 9.600e-01 | atrl 4.183e+00 | trl0 3.412e+00 | nm 1.543e+02 | nmx 1.265e+00 | 
+2025-11-24 18:09:10,730 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 025/100 | step 00029/00625 | lr 9.600e-01 | atrl 4.138e+00 | trl0 3.369e+00 | nm 1.543e+02 | nmx 1.261e+00 | 
+2025-11-24 18:09:14,468 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 025/100 | step 00030/00625 | lr 9.600e-01 | atrl 4.211e+00 | trl0 3.440e+00 | nm 1.543e+02 | nmx 1.263e+00 | 
+2025-11-24 18:09:18,206 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 025/100 | step 00031/00625 | lr 9.600e-01 | atrl 4.177e+00 | trl0 3.402e+00 | nm 1.543e+02 | nmx 1.257e+00 | 
+2025-11-24 18:09:21,946 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 025/100 | step 00032/00625 | lr 9.600e-01 | atrl 4.144e+00 | trl0 3.368e+00 | nm 1.543e+02 | nmx 1.258e+00 | 
+2025-11-24 18:09:25,684 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 025/100 | step 00033/00625 | lr 9.600e-01 | atrl 4.096e+00 | trl0 3.334e+00 | nm 1.543e+02 | nmx 1.282e+00 | 
+2025-11-24 18:09:29,423 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 025/100 | step 00034/00625 | lr 9.600e-01 | atrl 4.179e+00 | trl0 3.390e+00 | nm 1.543e+02 | nmx 1.275e+00 | 
+2025-11-24 18:09:33,161 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 025/100 | step 00035/00625 | lr 9.600e-01 | atrl 4.210e+00 | trl0 3.412e+00 | nm 1.543e+02 | nmx 1.257e+00 | 
+2025-11-24 18:09:36,899 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 025/100 | step 00036/00625 | lr 9.600e-01 | atrl 4.147e+00 | trl0 3.369e+00 | nm 1.543e+02 | nmx 1.277e+00 | 
+2025-11-24 18:09:40,638 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 025/100 | step 00037/00625 | lr 9.600e-01 | atrl 4.211e+00 | trl0 3.405e+00 | nm 1.543e+02 | nmx 1.272e+00 | 
+2025-11-24 18:09:44,375 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 025/100 | step 00038/00625 | lr 9.600e-01 | atrl 4.210e+00 | trl0 3.421e+00 | nm 1.543e+02 | nmx 1.272e+00 | 
+2025-11-24 18:09:48,113 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 025/100 | step 00039/00625 | lr 9.600e-01 | atrl 4.086e+00 | trl0 3.294e+00 | nm 1.543e+02 | nmx 1.273e+00 | 
+2025-11-24 18:09:51,852 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 025/100 | step 00040/00625 | lr 9.600e-01 | atrl 4.234e+00 | trl0 3.439e+00 | nm 1.543e+02 | nmx 1.262e+00 | 
+2025-11-24 18:09:55,591 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 025/100 | step 00041/00625 | lr 9.600e-01 | atrl 4.188e+00 | trl0 3.411e+00 | nm 1.543e+02 | nmx 1.270e+00 | 
+2025-11-24 18:09:59,329 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 025/100 | step 00042/00625 | lr 9.600e-01 | atrl 4.219e+00 | trl0 3.443e+00 | nm 1.543e+02 | nmx 1.281e+00 | 
+2025-11-24 18:10:03,068 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 025/100 | step 00043/00625 | lr 9.600e-01 | atrl 4.140e+00 | trl0 3.350e+00 | nm 1.543e+02 | nmx 1.261e+00 | 
+2025-11-24 18:10:06,806 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 025/100 | step 00044/00625 | lr 9.600e-01 | atrl 4.199e+00 | trl0 3.419e+00 | nm 1.543e+02 | nmx 1.262e+00 | 
+2025-11-24 18:10:10,546 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 025/100 | step 00045/00625 | lr 9.600e-01 | atrl 4.163e+00 | trl0 3.393e+00 | nm 1.543e+02 | nmx 1.284e+00 | 
+2025-11-24 18:10:14,285 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 025/100 | step 00046/00625 | lr 9.600e-01 | atrl 4.192e+00 | trl0 3.378e+00 | nm 1.543e+02 | nmx 1.260e+00 | 
+2025-11-24 18:10:18,024 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 025/100 | step 00047/00625 | lr 9.600e-01 | atrl 4.142e+00 | trl0 3.381e+00 | nm 1.543e+02 | nmx 1.279e+00 | 
+2025-11-24 18:10:21,763 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 025/100 | step 00048/00625 | lr 9.600e-01 | atrl 4.193e+00 | trl0 3.396e+00 | nm 1.543e+02 | nmx 1.274e+00 | 
+2025-11-24 18:10:25,502 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 025/100 | step 00049/00625 | lr 9.600e-01 | atrl 4.144e+00 | trl0 3.346e+00 | nm 1.543e+02 | nmx 1.263e+00 | 
diff --git a/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-28/train.jsonl b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-28/train.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..d4602617d25d962d09e8bc31322b66e079098642
--- /dev/null
+++ b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-28/train.jsonl
@@ -0,0 +1,210 @@
+{"exp_idx": [0, 5], "lr_factor": 1.4, "epoch": [29, 100], "step": [0, 625], "lr": 2.2399999999999998, "atrl": 3.4371039867401123, "trl0": 3.4371039867401123, "nm": 154.6401516088781, "nmx": 2.687499231825633, "olr": 1.6, "otrl": 3.4371039867401123, "trl01": 3.196990728378296, "otrl1": 3.196990489959717, "nm0": 154.6330854341143, "onm": 154.63336628133638, "data_diff": 0.0}
+{"exp_idx": [0, 5], "lr_factor": 1.4, "epoch": [29, 100], "step": [1, 625], "lr": 2.2399999999999998, "atrl": 7.11777400970459, "trl0": 3.47723650932312, "nm": 154.61337834080598, "nmx": 1.7958865731358626, "olr": 1.6, "otrl": 3.4735939502716064, "trl01": 3.5172317028045654, "otrl1": 3.536417245864868, "nm0": 154.6330854341143, "onm": 154.632733051432, "data_diff": 0.0}
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diff --git a/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-28/train.log b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-28/train.log
new file mode 100644
index 0000000000000000000000000000000000000000..e515664ee9b39e2ab076ae4a81a79eb9eb5659e1
--- /dev/null
+++ b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-28/train.log
@@ -0,0 +1,271 @@
+2025-11-24 18:10:38,267 | INFO | LR factors: [1.4 1.2 1.  0.8 0.6]
+2025-11-24 18:10:40,240 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 18:10:40,240 | INFO | Starting LR test 1/5: lr=1.4000
+2025-11-24 18:10:40,240 | INFO | Starting EoS for LR factor 1.4000
+2025-11-24 18:10:40,240 | INFO | Starting EoS for checkpoint 28
+2025-11-24 18:10:40,241 | INFO | Starting EoS for model resnet50
+2025-11-24 18:10:40,621 | INFO | Model state successfully loaded
+2025-11-24 18:10:42,445 | INFO | Wrapped model with DDP
+2025-11-24 18:10:42,449 | INFO | Current learning rate: 2.2399999999999998
+2025-11-24 18:10:42,449 | INFO | Original learning rate: 1.6
+2025-11-24 18:10:42,474 | INFO | 🎯 Momentum Information:
+2025-11-24 18:10:42,475 | INFO |   Extracted vectors: 161
+2025-11-24 18:10:42,475 | INFO |   Has momentum state: True
+2025-11-24 18:10:51,236 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 029/100 | step 00000/00625 | lr 2.240e+00 | atrl 3.437e+00 | trl0 3.437e+00 | nm 1.546e+02 | nmx 2.687e+00 | 
+2025-11-24 18:10:55,045 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 029/100 | step 00001/00625 | lr 2.240e+00 | atrl 7.118e+00 | trl0 3.477e+00 | nm 1.546e+02 | nmx 1.796e+00 | 
+2025-11-24 18:10:58,784 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 029/100 | step 00002/00625 | lr 2.240e+00 | atrl 5.108e+00 | trl0 3.363e+00 | nm 1.546e+02 | nmx 2.648e+00 | 
+2025-11-24 18:11:02,526 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 029/100 | step 00003/00625 | lr 2.240e+00 | atrl 7.368e+00 | trl0 3.327e+00 | nm 1.547e+02 | nmx 3.423e+00 | 
+2025-11-24 18:11:06,266 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 029/100 | step 00004/00625 | lr 2.240e+00 | atrl 1.281e+01 | trl0 3.330e+00 | nm 1.548e+02 | nmx 8.309e+00 | 
+2025-11-24 18:11:10,007 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 029/100 | step 00005/00625 | lr 2.240e+00 | atrl 8.477e+01 | trl0 3.394e+00 | nm 1.578e+02 | nmx 3.130e+01 | 
+2025-11-24 18:11:13,746 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 029/100 | step 00006/00625 | lr 2.240e+00 | atrl 1.210e+03 | trl0 3.409e+00 | nm 1.964e+02 | nmx 1.211e+02 | 
+2025-11-24 18:11:17,486 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 029/100 | step 00007/00625 | lr 2.240e+00 | atrl 2.050e+04 | trl0 3.387e+00 | nm 5.806e+02 | nmx 5.597e+02 | 
+2025-11-24 18:11:21,226 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 029/100 | step 00008/00625 | lr 2.240e+00 | atrl 3.908e+05 | trl0 3.391e+00 | nm 2.194e+03 | nmx 2.189e+03 | 
+2025-11-24 18:11:24,964 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 029/100 | step 00009/00625 | lr 2.240e+00 | atrl 6.497e+06 | trl0 3.463e+00 | nm 9.703e+03 | nmx 9.701e+03 | 
+2025-11-24 18:11:28,705 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 029/100 | step 00010/00625 | lr 2.240e+00 | atrl 1.129e+08 | trl0 3.399e+00 | nm 3.595e+04 | nmx 3.595e+04 | 
+2025-11-24 18:11:32,442 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 029/100 | step 00011/00625 | lr 2.240e+00 | atrl 1.707e+09 | trl0 3.368e+00 | nm 1.542e+05 | nmx 1.542e+05 | 
+2025-11-24 18:11:36,182 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 029/100 | step 00012/00625 | lr 2.240e+00 | atrl 2.960e+10 | trl0 3.405e+00 | nm 6.036e+05 | nmx 6.036e+05 | 
+2025-11-24 18:11:39,921 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 029/100 | step 00013/00625 | lr 2.240e+00 | atrl 4.911e+11 | trl0 3.486e+00 | nm 2.678e+06 | nmx 2.678e+06 | 
+2025-11-24 18:11:43,660 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 029/100 | step 00014/00625 | lr 2.240e+00 | atrl 9.055e+12 | trl0 3.397e+00 | nm 1.073e+07 | nmx 1.073e+07 | 
+2025-11-24 18:11:47,399 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 029/100 | step 00015/00625 | lr 2.240e+00 | atrl 1.590e+14 | trl0 3.351e+00 | nm 4.891e+07 | nmx 4.891e+07 | 
+2025-11-24 18:11:51,139 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 029/100 | step 00016/00625 | lr 2.240e+00 | atrl 3.050e+15 | trl0 3.398e+00 | nm 1.989e+08 | nmx 1.989e+08 | 
+2025-11-24 18:11:54,878 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 029/100 | step 00017/00625 | lr 2.240e+00 | atrl 5.298e+16 | trl0 3.337e+00 | nm 8.676e+08 | nmx 8.676e+08 | 
+2025-11-24 18:11:58,617 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 029/100 | step 00018/00625 | lr 2.240e+00 | atrl 1.001e+18 | trl0 3.393e+00 | nm 3.741e+09 | nmx 3.741e+09 | 
+2025-11-24 18:12:02,355 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 029/100 | step 00019/00625 | lr 2.240e+00 | atrl 1.896e+19 | trl0 3.357e+00 | nm 1.648e+10 | nmx 1.648e+10 | 
+2025-11-24 18:12:06,094 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 029/100 | step 00020/00625 | lr 2.240e+00 | atrl 3.940e+20 | trl0 3.361e+00 | nm 8.008e+10 | nmx 8.008e+10 | 
+2025-11-24 18:12:09,833 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 029/100 | step 00021/00625 | lr 2.240e+00 | atrl 8.536e+21 | trl0 3.376e+00 | nm 3.433e+11 | nmx 3.433e+11 | 
+2025-11-24 18:12:13,571 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 029/100 | step 00022/00625 | lr 2.240e+00 | atrl 1.705e+23 | trl0 3.375e+00 | nm 1.662e+12 | nmx 1.662e+12 | 
+2025-11-24 18:12:17,309 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 029/100 | step 00023/00625 | lr 2.240e+00 | atrl 3.785e+24 | trl0 3.375e+00 | nm 7.437e+12 | nmx 7.437e+12 | 
+2025-11-24 18:12:21,047 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 029/100 | step 00024/00625 | lr 2.240e+00 | atrl 7.785e+25 | trl0 3.394e+00 | nm 3.471e+13 | nmx 3.471e+13 | 
+2025-11-24 18:12:24,785 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 029/100 | step 00025/00625 | lr 2.240e+00 | atrl 1.499e+27 | trl0 3.455e+00 | nm 1.360e+14 | nmx 1.360e+14 | 
+2025-11-24 18:12:28,526 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 029/100 | step 00026/00625 | lr 2.240e+00 | atrl 2.186e+28 | trl0 3.449e+00 | nm 4.984e+14 | nmx 4.984e+14 | 
+2025-11-24 18:12:32,265 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 029/100 | step 00027/00625 | lr 2.240e+00 | atrl 3.316e+29 | trl0 3.407e+00 | nm 2.177e+15 | nmx 2.177e+15 | 
+2025-11-24 18:12:32,598 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 18:12:32,599 | INFO | Starting LR test 2/5: lr=1.2000
+2025-11-24 18:12:32,599 | INFO | Starting EoS for LR factor 1.2000
+2025-11-24 18:12:32,599 | INFO | Starting EoS for checkpoint 28
+2025-11-24 18:12:32,599 | INFO | Starting EoS for model resnet50
+2025-11-24 18:12:32,986 | INFO | Model state successfully loaded
+2025-11-24 18:12:33,236 | INFO | Wrapped model with DDP
+2025-11-24 18:12:33,238 | INFO | Current learning rate: 1.92
+2025-11-24 18:12:33,238 | INFO | Original learning rate: 1.6
+2025-11-24 18:12:33,260 | INFO | 🎯 Momentum Information:
+2025-11-24 18:12:33,260 | INFO |   Extracted vectors: 161
+2025-11-24 18:12:33,260 | INFO |   Has momentum state: True
+2025-11-24 18:12:41,084 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 029/100 | step 00000/00625 | lr 1.920e+00 | atrl 3.437e+00 | trl0 3.437e+00 | nm 1.546e+02 | nmx 2.304e+00 | 
+2025-11-24 18:12:44,824 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 029/100 | step 00001/00625 | lr 1.920e+00 | atrl 6.138e+00 | trl0 3.477e+00 | nm 1.546e+02 | nmx 1.215e+00 | 
+2025-11-24 18:12:48,563 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 029/100 | step 00002/00625 | lr 1.920e+00 | atrl 4.083e+00 | trl0 3.363e+00 | nm 1.546e+02 | nmx 2.310e+00 | 
+2025-11-24 18:12:52,301 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 029/100 | step 00003/00625 | lr 1.920e+00 | atrl 6.150e+00 | trl0 3.327e+00 | nm 1.546e+02 | nmx 1.798e+00 | 
+2025-11-24 18:12:56,041 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 029/100 | step 00004/00625 | lr 1.920e+00 | atrl 5.613e+00 | trl0 3.330e+00 | nm 1.547e+02 | nmx 3.553e+00 | 
+2025-11-24 18:12:59,780 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 029/100 | step 00005/00625 | lr 1.920e+00 | atrl 1.542e+01 | trl0 3.394e+00 | nm 1.549e+02 | nmx 8.766e+00 | 
+2025-11-24 18:13:03,519 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 029/100 | step 00006/00625 | lr 1.920e+00 | atrl 9.499e+01 | trl0 3.409e+00 | nm 1.567e+02 | nmx 2.575e+01 | 
+2025-11-24 18:13:07,258 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 029/100 | step 00007/00625 | lr 1.920e+00 | atrl 9.102e+02 | trl0 3.387e+00 | nm 1.799e+02 | nmx 9.195e+01 | 
+2025-11-24 18:13:10,997 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 029/100 | step 00008/00625 | lr 1.920e+00 | atrl 1.042e+04 | trl0 3.391e+00 | nm 3.167e+02 | nmx 2.765e+02 | 
+2025-11-24 18:13:14,737 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 029/100 | step 00009/00625 | lr 1.920e+00 | atrl 1.017e+05 | trl0 3.463e+00 | nm 9.564e+02 | nmx 9.437e+02 | 
+2025-11-24 18:13:18,474 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 029/100 | step 00010/00625 | lr 1.920e+00 | atrl 1.053e+06 | trl0 3.399e+00 | nm 2.671e+03 | nmx 2.667e+03 | 
+2025-11-24 18:13:22,211 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 029/100 | step 00011/00625 | lr 1.920e+00 | atrl 9.187e+06 | trl0 3.368e+00 | nm 8.750e+03 | nmx 8.749e+03 | 
+2025-11-24 18:13:25,950 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 029/100 | step 00012/00625 | lr 1.920e+00 | atrl 9.387e+07 | trl0 3.405e+00 | nm 2.624e+04 | nmx 2.624e+04 | 
+2025-11-24 18:13:29,688 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 029/100 | step 00013/00625 | lr 1.920e+00 | atrl 9.102e+08 | trl0 3.486e+00 | nm 8.976e+04 | nmx 8.976e+04 | 
+2025-11-24 18:13:33,426 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 029/100 | step 00014/00625 | lr 1.920e+00 | atrl 1.002e+10 | trl0 3.397e+00 | nm 2.762e+05 | nmx 2.762e+05 | 
+2025-11-24 18:13:37,165 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 029/100 | step 00015/00625 | lr 1.920e+00 | atrl 1.034e+11 | trl0 3.351e+00 | nm 9.733e+05 | nmx 9.733e+05 | 
+2025-11-24 18:13:40,904 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 029/100 | step 00016/00625 | lr 1.920e+00 | atrl 1.192e+12 | trl0 3.398e+00 | nm 3.051e+06 | nmx 3.051e+06 | 
+2025-11-24 18:13:44,642 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 029/100 | step 00017/00625 | lr 1.920e+00 | atrl 1.224e+13 | trl0 3.337e+00 | nm 1.025e+07 | nmx 1.025e+07 | 
+2025-11-24 18:13:48,380 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 029/100 | step 00018/00625 | lr 1.920e+00 | atrl 1.378e+14 | trl0 3.393e+00 | nm 3.421e+07 | nmx 3.421e+07 | 
+2025-11-24 18:13:52,119 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 029/100 | step 00019/00625 | lr 1.920e+00 | atrl 1.561e+15 | trl0 3.357e+00 | nm 1.166e+08 | nmx 1.166e+08 | 
+2025-11-24 18:13:55,859 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 029/100 | step 00020/00625 | lr 1.920e+00 | atrl 1.946e+16 | trl0 3.361e+00 | nm 4.431e+08 | nmx 4.431e+08 | 
+2025-11-24 18:13:59,597 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 029/100 | step 00021/00625 | lr 1.920e+00 | atrl 2.585e+17 | trl0 3.376e+00 | nm 1.476e+09 | nmx 1.476e+09 | 
+2025-11-24 18:14:03,336 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 029/100 | step 00022/00625 | lr 1.920e+00 | atrl 3.108e+18 | trl0 3.375e+00 | nm 5.583e+09 | nmx 5.583e+09 | 
+2025-11-24 18:14:07,075 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 029/100 | step 00023/00625 | lr 1.920e+00 | atrl 4.223e+19 | trl0 3.375e+00 | nm 1.949e+10 | nmx 1.949e+10 | 
+2025-11-24 18:14:10,814 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 029/100 | step 00024/00625 | lr 1.920e+00 | atrl 5.270e+20 | trl0 3.394e+00 | nm 7.091e+10 | nmx 7.091e+10 | 
+2025-11-24 18:14:14,553 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 029/100 | step 00025/00625 | lr 1.920e+00 | atrl 6.187e+21 | trl0 3.455e+00 | nm 2.142e+11 | nmx 2.142e+11 | 
+2025-11-24 18:14:18,293 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 029/100 | step 00026/00625 | lr 1.920e+00 | atrl 5.316e+22 | trl0 3.449e+00 | nm 5.937e+11 | nmx 5.937e+11 | 
+2025-11-24 18:14:22,032 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 029/100 | step 00027/00625 | lr 1.920e+00 | atrl 4.588e+23 | trl0 3.407e+00 | nm 1.982e+12 | nmx 1.982e+12 | 
+2025-11-24 18:14:25,771 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 029/100 | step 00028/00625 | lr 1.920e+00 | atrl 5.321e+24 | trl0 3.501e+00 | nm 6.974e+12 | nmx 6.974e+12 | 
+2025-11-24 18:14:29,512 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 029/100 | step 00029/00625 | lr 1.920e+00 | atrl 6.929e+25 | trl0 3.385e+00 | nm 2.641e+13 | nmx 2.641e+13 | 
+2025-11-24 18:14:33,250 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 029/100 | step 00030/00625 | lr 1.920e+00 | atrl 9.258e+26 | trl0 3.469e+00 | nm 8.987e+13 | nmx 8.987e+13 | 
+2025-11-24 18:14:36,989 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 029/100 | step 00031/00625 | lr 1.920e+00 | atrl 1.027e+28 | trl0 3.369e+00 | nm 2.882e+14 | nmx 2.882e+14 | 
+2025-11-24 18:14:40,730 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 029/100 | step 00032/00625 | lr 1.920e+00 | atrl 1.040e+29 | trl0 3.444e+00 | nm 9.000e+14 | nmx 9.000e+14 | 
+2025-11-24 18:14:44,468 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 029/100 | step 00033/00625 | lr 1.920e+00 | atrl 1.147e+30 | trl0 3.419e+00 | nm 3.393e+15 | nmx 3.393e+15 | 
+2025-11-24 18:14:44,611 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 18:14:44,611 | INFO | Starting LR test 3/5: lr=1.0000
+2025-11-24 18:14:44,612 | INFO | Starting EoS for LR factor 1.0000
+2025-11-24 18:14:44,612 | INFO | Starting EoS for checkpoint 28
+2025-11-24 18:14:44,612 | INFO | Starting EoS for model resnet50
+2025-11-24 18:14:44,994 | INFO | Model state successfully loaded
+2025-11-24 18:14:45,593 | INFO | Wrapped model with DDP
+2025-11-24 18:14:45,595 | INFO | Current learning rate: 1.6
+2025-11-24 18:14:45,595 | INFO | Original learning rate: 1.6
+2025-11-24 18:14:45,598 | INFO | 🎯 Momentum Information:
+2025-11-24 18:14:45,598 | INFO |   Extracted vectors: 161
+2025-11-24 18:14:45,598 | INFO |   Has momentum state: True
+2025-11-24 18:14:52,970 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 00000/00625 | lr 1.600e+00 | atrl 3.437e+00 | trl0 3.437e+00 | nm 1.546e+02 | nmx 1.920e+00 | 
+2025-11-24 18:14:56,712 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 00001/00625 | lr 1.600e+00 | atrl 5.311e+00 | trl0 3.477e+00 | nm 1.546e+02 | nmx 1.112e+00 | 
+2025-11-24 18:15:00,452 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 00002/00625 | lr 1.600e+00 | atrl 3.903e+00 | trl0 3.363e+00 | nm 1.546e+02 | nmx 1.802e+00 | 
+2025-11-24 18:15:04,192 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 00003/00625 | lr 1.600e+00 | atrl 4.988e+00 | trl0 3.327e+00 | nm 1.546e+02 | nmx 1.509e+00 | 
+2025-11-24 18:15:07,930 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 00004/00625 | lr 1.600e+00 | atrl 4.567e+00 | trl0 3.330e+00 | nm 1.546e+02 | nmx 1.773e+00 | 
+2025-11-24 18:15:11,668 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 00005/00625 | lr 1.600e+00 | atrl 5.225e+00 | trl0 3.394e+00 | nm 1.546e+02 | nmx 2.168e+00 | 
+2025-11-24 18:15:15,407 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 00006/00625 | lr 1.600e+00 | atrl 6.807e+00 | trl0 3.409e+00 | nm 1.546e+02 | nmx 3.032e+00 | 
+2025-11-24 18:15:19,147 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 00007/00625 | lr 1.600e+00 | atrl 1.333e+01 | trl0 3.387e+00 | nm 1.548e+02 | nmx 6.536e+00 | 
+2025-11-24 18:15:22,886 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 00008/00625 | lr 1.600e+00 | atrl 5.173e+01 | trl0 3.391e+00 | nm 1.552e+02 | nmx 1.296e+01 | 
+2025-11-24 18:15:26,626 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 00009/00625 | lr 1.600e+00 | atrl 2.142e+02 | trl0 3.463e+00 | nm 1.575e+02 | nmx 2.988e+01 | 
+2025-11-24 18:15:30,365 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 00010/00625 | lr 1.600e+00 | atrl 1.016e+03 | trl0 3.399e+00 | nm 1.646e+02 | nmx 5.656e+01 | 
+2025-11-24 18:15:34,105 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 00011/00625 | lr 1.600e+00 | atrl 3.886e+03 | trl0 3.368e+00 | nm 1.976e+02 | nmx 1.231e+02 | 
+2025-11-24 18:15:37,844 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 00012/00625 | lr 1.600e+00 | atrl 1.775e+04 | trl0 3.405e+00 | nm 2.922e+02 | nmx 2.480e+02 | 
+2025-11-24 18:15:41,582 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 00013/00625 | lr 1.600e+00 | atrl 7.688e+04 | trl0 3.486e+00 | nm 5.952e+02 | nmx 5.747e+02 | 
+2025-11-24 18:15:45,322 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 00014/00625 | lr 1.600e+00 | atrl 3.929e+05 | trl0 3.397e+00 | nm 1.208e+03 | nmx 1.198e+03 | 
+2025-11-24 18:15:49,059 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 00015/00625 | lr 1.600e+00 | atrl 1.849e+06 | trl0 3.351e+00 | nm 2.887e+03 | nmx 2.883e+03 | 
+2025-11-24 18:15:52,799 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 00016/00625 | lr 1.600e+00 | atrl 1.008e+07 | trl0 3.398e+00 | nm 6.201e+03 | nmx 6.200e+03 | 
+2025-11-24 18:15:56,538 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 00017/00625 | lr 1.600e+00 | atrl 4.814e+07 | trl0 3.337e+00 | nm 1.417e+04 | nmx 1.416e+04 | 
+2025-11-24 18:16:00,277 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 00018/00625 | lr 1.600e+00 | atrl 2.529e+08 | trl0 3.393e+00 | nm 3.258e+04 | nmx 3.258e+04 | 
+2025-11-24 18:16:04,015 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 00019/00625 | lr 1.600e+00 | atrl 1.359e+09 | trl0 3.357e+00 | nm 7.649e+04 | nmx 7.649e+04 | 
+2025-11-24 18:16:07,754 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 00020/00625 | lr 1.600e+00 | atrl 8.066e+09 | trl0 3.361e+00 | nm 2.046e+05 | nmx 2.046e+05 | 
+2025-11-24 18:16:11,494 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 00021/00625 | lr 1.600e+00 | atrl 5.359e+10 | trl0 3.376e+00 | nm 4.769e+05 | nmx 4.769e+05 | 
+2025-11-24 18:16:15,245 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 00022/00625 | lr 1.600e+00 | atrl 3.132e+11 | trl0 3.375e+00 | nm 1.270e+06 | nmx 1.270e+06 | 
+2025-11-24 18:16:18,983 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 00023/00625 | lr 1.600e+00 | atrl 2.127e+12 | trl0 3.375e+00 | nm 3.127e+06 | nmx 3.127e+06 | 
+2025-11-24 18:16:22,721 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 00024/00625 | lr 1.600e+00 | atrl 1.312e+13 | trl0 3.394e+00 | nm 7.994e+06 | nmx 7.994e+06 | 
+2025-11-24 18:16:26,460 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 00025/00625 | lr 1.600e+00 | atrl 7.647e+13 | trl0 3.455e+00 | nm 1.665e+07 | nmx 1.665e+07 | 
+2025-11-24 18:16:30,197 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 00026/00625 | lr 1.600e+00 | atrl 3.065e+14 | trl0 3.449e+00 | nm 3.041e+07 | nmx 3.041e+07 | 
+2025-11-24 18:16:33,937 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 00027/00625 | lr 1.600e+00 | atrl 1.118e+15 | trl0 3.407e+00 | nm 6.672e+07 | nmx 6.672e+07 | 
+2025-11-24 18:16:37,677 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 00028/00625 | lr 1.600e+00 | atrl 5.757e+15 | trl0 3.501e+00 | nm 1.623e+08 | nmx 1.623e+08 | 
+2025-11-24 18:16:41,416 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 00029/00625 | lr 1.600e+00 | atrl 3.605e+16 | trl0 3.385e+00 | nm 4.325e+08 | nmx 4.325e+08 | 
+2025-11-24 18:16:45,155 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 00030/00625 | lr 1.600e+00 | atrl 2.417e+17 | trl0 3.469e+00 | nm 1.036e+09 | nmx 1.036e+09 | 
+2025-11-24 18:16:48,893 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 00031/00625 | lr 1.600e+00 | atrl 1.317e+18 | trl0 3.369e+00 | nm 2.287e+09 | nmx 2.287e+09 | 
+2025-11-24 18:16:52,631 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 00032/00625 | lr 1.600e+00 | atrl 6.275e+18 | trl0 3.444e+00 | nm 4.843e+09 | nmx 4.843e+09 | 
+2025-11-24 18:16:56,371 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 00033/00625 | lr 1.600e+00 | atrl 3.156e+19 | trl0 3.419e+00 | nm 1.263e+10 | nmx 1.263e+10 | 
+2025-11-24 18:17:00,112 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 00034/00625 | lr 1.600e+00 | atrl 2.125e+20 | trl0 3.374e+00 | nm 3.179e+10 | nmx 3.179e+10 | 
+2025-11-24 18:17:03,851 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 00035/00625 | lr 1.600e+00 | atrl 1.292e+21 | trl0 3.341e+00 | nm 7.402e+10 | nmx 7.402e+10 | 
+2025-11-24 18:17:07,591 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 00036/00625 | lr 1.600e+00 | atrl 6.698e+21 | trl0 3.438e+00 | nm 1.635e+11 | nmx 1.635e+11 | 
+2025-11-24 18:17:11,331 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 00037/00625 | lr 1.600e+00 | atrl 3.209e+22 | trl0 3.371e+00 | nm 3.492e+11 | nmx 3.492e+11 | 
+2025-11-24 18:17:15,070 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 00038/00625 | lr 1.600e+00 | atrl 1.556e+23 | trl0 3.392e+00 | nm 8.148e+11 | nmx 8.148e+11 | 
+2025-11-24 18:17:18,808 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 00039/00625 | lr 1.600e+00 | atrl 8.440e+23 | trl0 3.428e+00 | nm 1.897e+12 | nmx 1.897e+12 | 
+2025-11-24 18:17:22,546 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 00040/00625 | lr 1.600e+00 | atrl 4.510e+24 | trl0 3.413e+00 | nm 4.342e+12 | nmx 4.342e+12 | 
+2025-11-24 18:17:26,286 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 00041/00625 | lr 1.600e+00 | atrl 2.364e+25 | trl0 3.382e+00 | nm 9.907e+12 | nmx 9.907e+12 | 
+2025-11-24 18:17:30,026 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 00042/00625 | lr 1.600e+00 | atrl 1.225e+26 | trl0 3.397e+00 | nm 2.218e+13 | nmx 2.218e+13 | 
+2025-11-24 18:17:33,764 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 00043/00625 | lr 1.600e+00 | atrl 6.058e+26 | trl0 3.403e+00 | nm 4.838e+13 | nmx 4.838e+13 | 
+2025-11-24 18:17:37,502 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 00044/00625 | lr 1.600e+00 | atrl 2.886e+27 | trl0 3.404e+00 | nm 1.073e+14 | nmx 1.073e+14 | 
+2025-11-24 18:17:41,242 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 00045/00625 | lr 1.600e+00 | atrl 1.403e+28 | trl0 3.424e+00 | nm 2.350e+14 | nmx 2.350e+14 | 
+2025-11-24 18:17:44,981 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 00046/00625 | lr 1.600e+00 | atrl 7.146e+28 | trl0 3.323e+00 | nm 5.646e+14 | nmx 5.646e+14 | 
+2025-11-24 18:17:48,720 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 029/100 | step 00047/00625 | lr 1.600e+00 | atrl 4.297e+29 | trl0 3.385e+00 | nm 1.446e+15 | nmx 1.446e+15 | 
+2025-11-24 18:17:49,241 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 18:17:49,241 | INFO | Starting LR test 4/5: lr=0.8000
+2025-11-24 18:17:49,241 | INFO | Starting EoS for LR factor 0.8000
+2025-11-24 18:17:49,241 | INFO | Starting EoS for checkpoint 28
+2025-11-24 18:17:49,241 | INFO | Starting EoS for model resnet50
+2025-11-24 18:17:49,617 | INFO | Model state successfully loaded
+2025-11-24 18:17:49,921 | INFO | Wrapped model with DDP
+2025-11-24 18:17:49,923 | INFO | Current learning rate: 1.28
+2025-11-24 18:17:49,924 | INFO | Original learning rate: 1.6
+2025-11-24 18:17:49,926 | INFO | 🎯 Momentum Information:
+2025-11-24 18:17:49,927 | INFO |   Extracted vectors: 161
+2025-11-24 18:17:49,927 | INFO |   Has momentum state: True
+2025-11-24 18:17:57,269 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 00000/00625 | lr 1.280e+00 | atrl 3.437e+00 | trl0 3.437e+00 | nm 1.546e+02 | nmx 1.536e+00 | 
+2025-11-24 18:18:01,012 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 00001/00625 | lr 1.280e+00 | atrl 4.637e+00 | trl0 3.477e+00 | nm 1.546e+02 | nmx 1.208e+00 | 
+2025-11-24 18:18:04,751 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 00002/00625 | lr 1.280e+00 | atrl 4.002e+00 | trl0 3.363e+00 | nm 1.546e+02 | nmx 1.186e+00 | 
+2025-11-24 18:18:08,490 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 00003/00625 | lr 1.280e+00 | atrl 3.999e+00 | trl0 3.327e+00 | nm 1.546e+02 | nmx 1.553e+00 | 
+2025-11-24 18:18:12,232 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 00004/00625 | lr 1.280e+00 | atrl 4.543e+00 | trl0 3.330e+00 | nm 1.546e+02 | nmx 1.066e+00 | 
+2025-11-24 18:18:15,971 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 00005/00625 | lr 1.280e+00 | atrl 3.962e+00 | trl0 3.394e+00 | nm 1.546e+02 | nmx 1.561e+00 | 
+2025-11-24 18:18:19,713 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 00006/00625 | lr 1.280e+00 | atrl 4.636e+00 | trl0 3.409e+00 | nm 1.546e+02 | nmx 1.412e+00 | 
+2025-11-24 18:18:23,456 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 00007/00625 | lr 1.280e+00 | atrl 4.348e+00 | trl0 3.387e+00 | nm 1.546e+02 | nmx 1.384e+00 | 
+2025-11-24 18:18:27,197 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 00008/00625 | lr 1.280e+00 | atrl 4.362e+00 | trl0 3.391e+00 | nm 1.546e+02 | nmx 1.575e+00 | 
+2025-11-24 18:18:30,938 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 00009/00625 | lr 1.280e+00 | atrl 4.705e+00 | trl0 3.463e+00 | nm 1.546e+02 | nmx 1.383e+00 | 
+2025-11-24 18:18:34,678 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 00010/00625 | lr 1.280e+00 | atrl 4.356e+00 | trl0 3.399e+00 | nm 1.546e+02 | nmx 1.569e+00 | 
+2025-11-24 18:18:38,418 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 00011/00625 | lr 1.280e+00 | atrl 4.591e+00 | trl0 3.368e+00 | nm 1.546e+02 | nmx 1.526e+00 | 
+2025-11-24 18:18:42,160 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 00012/00625 | lr 1.280e+00 | atrl 4.575e+00 | trl0 3.405e+00 | nm 1.546e+02 | nmx 1.496e+00 | 
+2025-11-24 18:18:45,900 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 00013/00625 | lr 1.280e+00 | atrl 4.589e+00 | trl0 3.486e+00 | nm 1.546e+02 | nmx 1.624e+00 | 
+2025-11-24 18:18:49,640 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 00014/00625 | lr 1.280e+00 | atrl 4.697e+00 | trl0 3.397e+00 | nm 1.546e+02 | nmx 1.481e+00 | 
+2025-11-24 18:18:53,380 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 00015/00625 | lr 1.280e+00 | atrl 4.474e+00 | trl0 3.351e+00 | nm 1.546e+02 | nmx 1.605e+00 | 
+2025-11-24 18:18:57,120 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 00016/00625 | lr 1.280e+00 | atrl 4.753e+00 | trl0 3.398e+00 | nm 1.546e+02 | nmx 1.606e+00 | 
+2025-11-24 18:19:00,860 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 00017/00625 | lr 1.280e+00 | atrl 4.654e+00 | trl0 3.337e+00 | nm 1.546e+02 | nmx 1.573e+00 | 
+2025-11-24 18:19:04,601 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 00018/00625 | lr 1.280e+00 | atrl 4.648e+00 | trl0 3.393e+00 | nm 1.546e+02 | nmx 1.647e+00 | 
+2025-11-24 18:19:08,338 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 00019/00625 | lr 1.280e+00 | atrl 4.761e+00 | trl0 3.357e+00 | nm 1.546e+02 | nmx 1.584e+00 | 
+2025-11-24 18:19:12,078 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 00020/00625 | lr 1.280e+00 | atrl 4.629e+00 | trl0 3.361e+00 | nm 1.546e+02 | nmx 1.649e+00 | 
+2025-11-24 18:19:15,816 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 00021/00625 | lr 1.280e+00 | atrl 4.744e+00 | trl0 3.376e+00 | nm 1.546e+02 | nmx 1.639e+00 | 
+2025-11-24 18:19:19,555 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 00022/00625 | lr 1.280e+00 | atrl 4.787e+00 | trl0 3.375e+00 | nm 1.546e+02 | nmx 1.656e+00 | 
+2025-11-24 18:19:23,294 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 00023/00625 | lr 1.280e+00 | atrl 4.850e+00 | trl0 3.375e+00 | nm 1.546e+02 | nmx 1.714e+00 | 
+2025-11-24 18:19:27,033 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 00024/00625 | lr 1.280e+00 | atrl 5.027e+00 | trl0 3.394e+00 | nm 1.546e+02 | nmx 1.735e+00 | 
+2025-11-24 18:19:30,772 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 00025/00625 | lr 1.280e+00 | atrl 5.179e+00 | trl0 3.455e+00 | nm 1.546e+02 | nmx 1.766e+00 | 
+2025-11-24 18:19:34,512 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 00026/00625 | lr 1.280e+00 | atrl 5.133e+00 | trl0 3.449e+00 | nm 1.546e+02 | nmx 1.757e+00 | 
+2025-11-24 18:19:38,253 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 00027/00625 | lr 1.280e+00 | atrl 4.964e+00 | trl0 3.407e+00 | nm 1.546e+02 | nmx 1.717e+00 | 
+2025-11-24 18:19:41,992 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 00028/00625 | lr 1.280e+00 | atrl 5.062e+00 | trl0 3.501e+00 | nm 1.546e+02 | nmx 1.815e+00 | 
+2025-11-24 18:19:45,733 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 00029/00625 | lr 1.280e+00 | atrl 5.346e+00 | trl0 3.385e+00 | nm 1.546e+02 | nmx 1.979e+00 | 
+2025-11-24 18:19:49,473 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 00030/00625 | lr 1.280e+00 | atrl 6.154e+00 | trl0 3.469e+00 | nm 1.546e+02 | nmx 2.208e+00 | 
+2025-11-24 18:19:53,213 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 00031/00625 | lr 1.280e+00 | atrl 6.950e+00 | trl0 3.369e+00 | nm 1.546e+02 | nmx 2.313e+00 | 
+2025-11-24 18:19:56,952 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 00032/00625 | lr 1.280e+00 | atrl 7.072e+00 | trl0 3.444e+00 | nm 1.546e+02 | nmx 2.232e+00 | 
+2025-11-24 18:20:00,693 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 00033/00625 | lr 1.280e+00 | atrl 6.622e+00 | trl0 3.419e+00 | nm 1.546e+02 | nmx 2.230e+00 | 
+2025-11-24 18:20:04,432 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 00034/00625 | lr 1.280e+00 | atrl 6.357e+00 | trl0 3.374e+00 | nm 1.546e+02 | nmx 2.171e+00 | 
+2025-11-24 18:20:08,173 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 00035/00625 | lr 1.280e+00 | atrl 6.032e+00 | trl0 3.341e+00 | nm 1.546e+02 | nmx 2.140e+00 | 
+2025-11-24 18:20:11,912 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 00036/00625 | lr 1.280e+00 | atrl 5.892e+00 | trl0 3.438e+00 | nm 1.546e+02 | nmx 2.090e+00 | 
+2025-11-24 18:20:15,650 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 00037/00625 | lr 1.280e+00 | atrl 5.577e+00 | trl0 3.371e+00 | nm 1.546e+02 | nmx 2.069e+00 | 
+2025-11-24 18:20:19,390 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 00038/00625 | lr 1.280e+00 | atrl 5.673e+00 | trl0 3.392e+00 | nm 1.546e+02 | nmx 2.114e+00 | 
+2025-11-24 18:20:23,127 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 00039/00625 | lr 1.280e+00 | atrl 6.051e+00 | trl0 3.428e+00 | nm 1.546e+02 | nmx 2.190e+00 | 
+2025-11-24 18:20:26,865 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 00040/00625 | lr 1.280e+00 | atrl 6.497e+00 | trl0 3.413e+00 | nm 1.546e+02 | nmx 2.273e+00 | 
+2025-11-24 18:20:30,605 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 00041/00625 | lr 1.280e+00 | atrl 6.708e+00 | trl0 3.382e+00 | nm 1.546e+02 | nmx 2.297e+00 | 
+2025-11-24 18:20:34,344 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 00042/00625 | lr 1.280e+00 | atrl 6.729e+00 | trl0 3.397e+00 | nm 1.546e+02 | nmx 2.272e+00 | 
+2025-11-24 18:20:38,084 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 00043/00625 | lr 1.280e+00 | atrl 6.503e+00 | trl0 3.403e+00 | nm 1.546e+02 | nmx 2.235e+00 | 
+2025-11-24 18:20:41,824 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 00044/00625 | lr 1.280e+00 | atrl 6.172e+00 | trl0 3.404e+00 | nm 1.546e+02 | nmx 2.118e+00 | 
+2025-11-24 18:20:45,564 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 00045/00625 | lr 1.280e+00 | atrl 5.672e+00 | trl0 3.424e+00 | nm 1.546e+02 | nmx 2.115e+00 | 
+2025-11-24 18:20:49,302 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 00046/00625 | lr 1.280e+00 | atrl 5.707e+00 | trl0 3.323e+00 | nm 1.546e+02 | nmx 2.138e+00 | 
+2025-11-24 18:20:53,042 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 00047/00625 | lr 1.280e+00 | atrl 5.974e+00 | trl0 3.385e+00 | nm 1.546e+02 | nmx 2.203e+00 | 
+2025-11-24 18:20:56,781 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 00048/00625 | lr 1.280e+00 | atrl 6.266e+00 | trl0 3.375e+00 | nm 1.546e+02 | nmx 2.238e+00 | 
+2025-11-24 18:21:00,521 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 029/100 | step 00049/00625 | lr 1.280e+00 | atrl 6.588e+00 | trl0 3.428e+00 | nm 1.546e+02 | nmx 2.302e+00 | 
+2025-11-24 18:21:00,978 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 18:21:00,978 | INFO | Starting LR test 5/5: lr=0.6000
+2025-11-24 18:21:00,978 | INFO | Starting EoS for LR factor 0.6000
+2025-11-24 18:21:00,979 | INFO | Starting EoS for checkpoint 28
+2025-11-24 18:21:00,979 | INFO | Starting EoS for model resnet50
+2025-11-24 18:21:01,361 | INFO | Model state successfully loaded
+2025-11-24 18:21:01,696 | INFO | Wrapped model with DDP
+2025-11-24 18:21:01,698 | INFO | Current learning rate: 0.96
+2025-11-24 18:21:01,698 | INFO | Original learning rate: 1.6
+2025-11-24 18:21:01,701 | INFO | 🎯 Momentum Information:
+2025-11-24 18:21:01,701 | INFO |   Extracted vectors: 161
+2025-11-24 18:21:01,701 | INFO |   Has momentum state: True
+2025-11-24 18:21:09,059 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 00000/00625 | lr 9.600e-01 | atrl 3.437e+00 | trl0 3.437e+00 | nm 1.546e+02 | nmx 1.152e+00 | 
+2025-11-24 18:21:12,800 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 00001/00625 | lr 9.600e-01 | atrl 4.117e+00 | trl0 3.477e+00 | nm 1.546e+02 | nmx 1.224e+00 | 
+2025-11-24 18:21:16,537 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 00002/00625 | lr 9.600e-01 | atrl 4.029e+00 | trl0 3.363e+00 | nm 1.546e+02 | nmx 7.990e-01 | 
+2025-11-24 18:21:20,274 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 00003/00625 | lr 9.600e-01 | atrl 3.569e+00 | trl0 3.327e+00 | nm 1.546e+02 | nmx 1.211e+00 | 
+2025-11-24 18:21:24,015 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 00004/00625 | lr 9.600e-01 | atrl 4.033e+00 | trl0 3.330e+00 | nm 1.546e+02 | nmx 1.183e+00 | 
+2025-11-24 18:21:27,753 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 00005/00625 | lr 9.600e-01 | atrl 4.103e+00 | trl0 3.394e+00 | nm 1.546e+02 | nmx 9.205e-01 | 
+2025-11-24 18:21:31,492 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 00006/00625 | lr 9.600e-01 | atrl 3.822e+00 | trl0 3.409e+00 | nm 1.546e+02 | nmx 1.265e+00 | 
+2025-11-24 18:21:35,231 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 00007/00625 | lr 9.600e-01 | atrl 4.157e+00 | trl0 3.387e+00 | nm 1.546e+02 | nmx 1.235e+00 | 
+2025-11-24 18:21:38,969 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 00008/00625 | lr 9.600e-01 | atrl 4.099e+00 | trl0 3.391e+00 | nm 1.546e+02 | nmx 1.058e+00 | 
+2025-11-24 18:21:42,709 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 00009/00625 | lr 9.600e-01 | atrl 3.991e+00 | trl0 3.463e+00 | nm 1.546e+02 | nmx 1.266e+00 | 
+2025-11-24 18:21:46,447 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 00010/00625 | lr 9.600e-01 | atrl 4.175e+00 | trl0 3.399e+00 | nm 1.546e+02 | nmx 1.248e+00 | 
+2025-11-24 18:21:50,185 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 00011/00625 | lr 9.600e-01 | atrl 4.131e+00 | trl0 3.368e+00 | nm 1.546e+02 | nmx 1.127e+00 | 
+2025-11-24 18:21:53,923 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 00012/00625 | lr 9.600e-01 | atrl 4.022e+00 | trl0 3.405e+00 | nm 1.546e+02 | nmx 1.282e+00 | 
+2025-11-24 18:21:57,662 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 00013/00625 | lr 9.600e-01 | atrl 4.274e+00 | trl0 3.486e+00 | nm 1.546e+02 | nmx 1.286e+00 | 
+2025-11-24 18:22:01,402 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 00014/00625 | lr 9.600e-01 | atrl 4.190e+00 | trl0 3.397e+00 | nm 1.546e+02 | nmx 1.200e+00 | 
+2025-11-24 18:22:05,141 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 00015/00625 | lr 9.600e-01 | atrl 4.032e+00 | trl0 3.351e+00 | nm 1.546e+02 | nmx 1.307e+00 | 
+2025-11-24 18:22:08,881 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 00016/00625 | lr 9.600e-01 | atrl 4.243e+00 | trl0 3.398e+00 | nm 1.546e+02 | nmx 1.272e+00 | 
+2025-11-24 18:22:12,622 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 00017/00625 | lr 9.600e-01 | atrl 4.145e+00 | trl0 3.337e+00 | nm 1.546e+02 | nmx 1.232e+00 | 
+2025-11-24 18:22:16,363 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 00018/00625 | lr 9.600e-01 | atrl 4.154e+00 | trl0 3.393e+00 | nm 1.546e+02 | nmx 1.322e+00 | 
+2025-11-24 18:22:20,103 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 00019/00625 | lr 9.600e-01 | atrl 4.204e+00 | trl0 3.357e+00 | nm 1.546e+02 | nmx 1.303e+00 | 
+2025-11-24 18:22:23,843 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 00020/00625 | lr 9.600e-01 | atrl 4.186e+00 | trl0 3.361e+00 | nm 1.546e+02 | nmx 1.258e+00 | 
+2025-11-24 18:22:27,583 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 00021/00625 | lr 9.600e-01 | atrl 4.145e+00 | trl0 3.376e+00 | nm 1.546e+02 | nmx 1.320e+00 | 
+2025-11-24 18:22:31,324 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 00022/00625 | lr 9.600e-01 | atrl 4.235e+00 | trl0 3.375e+00 | nm 1.546e+02 | nmx 1.286e+00 | 
+2025-11-24 18:22:35,063 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 00023/00625 | lr 9.600e-01 | atrl 4.191e+00 | trl0 3.375e+00 | nm 1.546e+02 | nmx 1.270e+00 | 
+2025-11-24 18:22:38,803 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 00024/00625 | lr 9.600e-01 | atrl 4.166e+00 | trl0 3.394e+00 | nm 1.546e+02 | nmx 1.331e+00 | 
+2025-11-24 18:22:42,545 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 00025/00625 | lr 9.600e-01 | atrl 4.323e+00 | trl0 3.455e+00 | nm 1.546e+02 | nmx 1.285e+00 | 
+2025-11-24 18:22:46,284 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 00026/00625 | lr 9.600e-01 | atrl 4.226e+00 | trl0 3.449e+00 | nm 1.546e+02 | nmx 1.301e+00 | 
+2025-11-24 18:22:50,027 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 00027/00625 | lr 9.600e-01 | atrl 4.235e+00 | trl0 3.407e+00 | nm 1.546e+02 | nmx 1.300e+00 | 
+2025-11-24 18:22:53,765 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 00028/00625 | lr 9.600e-01 | atrl 4.329e+00 | trl0 3.501e+00 | nm 1.546e+02 | nmx 1.292e+00 | 
+2025-11-24 18:22:57,505 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 00029/00625 | lr 9.600e-01 | atrl 4.206e+00 | trl0 3.385e+00 | nm 1.546e+02 | nmx 1.303e+00 | 
+2025-11-24 18:23:01,271 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 00030/00625 | lr 9.600e-01 | atrl 4.297e+00 | trl0 3.469e+00 | nm 1.546e+02 | nmx 1.311e+00 | 
+2025-11-24 18:23:05,012 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 00031/00625 | lr 9.600e-01 | atrl 4.194e+00 | trl0 3.369e+00 | nm 1.546e+02 | nmx 1.307e+00 | 
+2025-11-24 18:23:08,752 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 00032/00625 | lr 9.600e-01 | atrl 4.277e+00 | trl0 3.444e+00 | nm 1.546e+02 | nmx 1.303e+00 | 
+2025-11-24 18:23:12,491 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 00033/00625 | lr 9.600e-01 | atrl 4.248e+00 | trl0 3.419e+00 | nm 1.546e+02 | nmx 1.328e+00 | 
+2025-11-24 18:23:16,231 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 00034/00625 | lr 9.600e-01 | atrl 4.229e+00 | trl0 3.374e+00 | nm 1.546e+02 | nmx 1.312e+00 | 
+2025-11-24 18:23:19,970 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 00035/00625 | lr 9.600e-01 | atrl 4.168e+00 | trl0 3.341e+00 | nm 1.546e+02 | nmx 1.291e+00 | 
+2025-11-24 18:23:23,710 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 00036/00625 | lr 9.600e-01 | atrl 4.262e+00 | trl0 3.438e+00 | nm 1.546e+02 | nmx 1.310e+00 | 
+2025-11-24 18:23:27,451 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 00037/00625 | lr 9.600e-01 | atrl 4.209e+00 | trl0 3.371e+00 | nm 1.546e+02 | nmx 1.326e+00 | 
+2025-11-24 18:23:31,191 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 00038/00625 | lr 9.600e-01 | atrl 4.233e+00 | trl0 3.392e+00 | nm 1.546e+02 | nmx 1.310e+00 | 
+2025-11-24 18:23:34,930 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 00039/00625 | lr 9.600e-01 | atrl 4.262e+00 | trl0 3.428e+00 | nm 1.546e+02 | nmx 1.316e+00 | 
+2025-11-24 18:23:38,668 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 00040/00625 | lr 9.600e-01 | atrl 4.257e+00 | trl0 3.413e+00 | nm 1.546e+02 | nmx 1.323e+00 | 
+2025-11-24 18:23:42,407 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 00041/00625 | lr 9.600e-01 | atrl 4.236e+00 | trl0 3.382e+00 | nm 1.546e+02 | nmx 1.309e+00 | 
+2025-11-24 18:23:46,148 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 00042/00625 | lr 9.600e-01 | atrl 4.250e+00 | trl0 3.397e+00 | nm 1.546e+02 | nmx 1.327e+00 | 
+2025-11-24 18:23:49,888 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 00043/00625 | lr 9.600e-01 | atrl 4.277e+00 | trl0 3.403e+00 | nm 1.546e+02 | nmx 1.338e+00 | 
+2025-11-24 18:23:53,646 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 00044/00625 | lr 9.600e-01 | atrl 4.267e+00 | trl0 3.404e+00 | nm 1.546e+02 | nmx 1.324e+00 | 
+2025-11-24 18:23:57,386 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 00045/00625 | lr 9.600e-01 | atrl 4.300e+00 | trl0 3.424e+00 | nm 1.546e+02 | nmx 1.333e+00 | 
+2025-11-24 18:24:01,125 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 00046/00625 | lr 9.600e-01 | atrl 4.187e+00 | trl0 3.323e+00 | nm 1.546e+02 | nmx 1.340e+00 | 
+2025-11-24 18:24:04,863 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 00047/00625 | lr 9.600e-01 | atrl 4.261e+00 | trl0 3.385e+00 | nm 1.546e+02 | nmx 1.317e+00 | 
+2025-11-24 18:24:08,605 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 00048/00625 | lr 9.600e-01 | atrl 4.219e+00 | trl0 3.375e+00 | nm 1.546e+02 | nmx 1.345e+00 | 
+2025-11-24 18:24:12,344 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 029/100 | step 00049/00625 | lr 9.600e-01 | atrl 4.321e+00 | trl0 3.428e+00 | nm 1.546e+02 | nmx 1.332e+00 | 
diff --git a/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-32/train.jsonl b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-32/train.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..33c3a4843fd3d2a9412ccb7c701d0a93ea319645
--- /dev/null
+++ b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-32/train.jsonl
@@ -0,0 +1,250 @@
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diff --git a/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-32/train.log b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-32/train.log
new file mode 100644
index 0000000000000000000000000000000000000000..8b03502d9dc7898c523d182cb82757ccec1dbe61
--- /dev/null
+++ b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-32/train.log
@@ -0,0 +1,311 @@
+2025-11-24 18:24:25,232 | INFO | LR factors: [1.4 1.2 1.  0.8 0.6]
+2025-11-24 18:24:27,204 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 18:24:27,204 | INFO | Starting LR test 1/5: lr=1.4000
+2025-11-24 18:24:27,204 | INFO | Starting EoS for LR factor 1.4000
+2025-11-24 18:24:27,204 | INFO | Starting EoS for checkpoint 32
+2025-11-24 18:24:27,205 | INFO | Starting EoS for model resnet50
+2025-11-24 18:24:27,687 | INFO | Model state successfully loaded
+2025-11-24 18:24:29,594 | INFO | Wrapped model with DDP
+2025-11-24 18:24:29,596 | INFO | Current learning rate: 0.22400000000000003
+2025-11-24 18:24:29,597 | INFO | Original learning rate: 0.16000000000000003
+2025-11-24 18:24:29,623 | INFO | 🎯 Momentum Information:
+2025-11-24 18:24:29,623 | INFO |   Extracted vectors: 161
+2025-11-24 18:24:29,623 | INFO |   Has momentum state: True
+2025-11-24 18:24:38,350 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 033/100 | step 00000/00625 | lr 2.240e-01 | atrl 2.533e+00 | trl0 2.533e+00 | nm 1.252e+02 | nmx 3.945e-01 | 
+2025-11-24 18:24:42,098 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 033/100 | step 00001/00625 | lr 2.240e-01 | atrl 2.685e+00 | trl0 2.597e+00 | nm 1.252e+02 | nmx 6.748e-01 | 
+2025-11-24 18:24:45,843 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 033/100 | step 00002/00625 | lr 2.240e-01 | atrl 2.796e+00 | trl0 2.565e+00 | nm 1.252e+02 | nmx 8.086e-01 | 
+2025-11-24 18:24:49,589 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 033/100 | step 00003/00625 | lr 2.240e-01 | atrl 2.966e+00 | trl0 2.642e+00 | nm 1.252e+02 | nmx 8.023e-01 | 
+2025-11-24 18:24:53,336 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 033/100 | step 00004/00625 | lr 2.240e-01 | atrl 2.921e+00 | trl0 2.611e+00 | nm 1.252e+02 | nmx 7.108e-01 | 
+2025-11-24 18:24:57,078 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 033/100 | step 00005/00625 | lr 2.240e-01 | atrl 2.769e+00 | trl0 2.531e+00 | nm 1.252e+02 | nmx 6.307e-01 | 
+2025-11-24 18:25:00,822 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 033/100 | step 00006/00625 | lr 2.240e-01 | atrl 2.748e+00 | trl0 2.577e+00 | nm 1.252e+02 | nmx 6.506e-01 | 
+2025-11-24 18:25:04,564 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 033/100 | step 00007/00625 | lr 2.240e-01 | atrl 2.778e+00 | trl0 2.573e+00 | nm 1.252e+02 | nmx 7.322e-01 | 
+2025-11-24 18:25:08,309 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 033/100 | step 00008/00625 | lr 2.240e-01 | atrl 2.837e+00 | trl0 2.575e+00 | nm 1.252e+02 | nmx 7.984e-01 | 
+2025-11-24 18:25:12,053 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 033/100 | step 00009/00625 | lr 2.240e-01 | atrl 2.935e+00 | trl0 2.617e+00 | nm 1.252e+02 | nmx 8.089e-01 | 
+2025-11-24 18:25:15,795 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 033/100 | step 00010/00625 | lr 2.240e-01 | atrl 2.910e+00 | trl0 2.579e+00 | nm 1.252e+02 | nmx 7.699e-01 | 
+2025-11-24 18:25:19,537 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 033/100 | step 00011/00625 | lr 2.240e-01 | atrl 2.879e+00 | trl0 2.570e+00 | nm 1.252e+02 | nmx 7.238e-01 | 
+2025-11-24 18:25:23,280 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 033/100 | step 00012/00625 | lr 2.240e-01 | atrl 2.793e+00 | trl0 2.529e+00 | nm 1.252e+02 | nmx 7.193e-01 | 
+2025-11-24 18:25:27,026 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 033/100 | step 00013/00625 | lr 2.240e-01 | atrl 2.852e+00 | trl0 2.587e+00 | nm 1.252e+02 | nmx 7.542e-01 | 
+2025-11-24 18:25:30,769 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 033/100 | step 00014/00625 | lr 2.240e-01 | atrl 2.859e+00 | trl0 2.578e+00 | nm 1.252e+02 | nmx 7.971e-01 | 
+2025-11-24 18:25:34,513 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 033/100 | step 00015/00625 | lr 2.240e-01 | atrl 2.869e+00 | trl0 2.554e+00 | nm 1.252e+02 | nmx 8.168e-01 | 
+2025-11-24 18:25:38,258 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 033/100 | step 00016/00625 | lr 2.240e-01 | atrl 2.852e+00 | trl0 2.520e+00 | nm 1.252e+02 | nmx 8.073e-01 | 
+2025-11-24 18:25:42,002 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 033/100 | step 00017/00625 | lr 2.240e-01 | atrl 2.854e+00 | trl0 2.540e+00 | nm 1.252e+02 | nmx 7.882e-01 | 
+2025-11-24 18:25:45,751 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 033/100 | step 00018/00625 | lr 2.240e-01 | atrl 2.874e+00 | trl0 2.571e+00 | nm 1.252e+02 | nmx 7.794e-01 | 
+2025-11-24 18:25:49,496 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 033/100 | step 00019/00625 | lr 2.240e-01 | atrl 2.886e+00 | trl0 2.591e+00 | nm 1.252e+02 | nmx 7.887e-01 | 
+2025-11-24 18:25:53,240 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 033/100 | step 00020/00625 | lr 2.240e-01 | atrl 2.950e+00 | trl0 2.653e+00 | nm 1.252e+02 | nmx 8.080e-01 | 
+2025-11-24 18:25:56,984 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 033/100 | step 00021/00625 | lr 2.240e-01 | atrl 2.866e+00 | trl0 2.544e+00 | nm 1.252e+02 | nmx 8.180e-01 | 
+2025-11-24 18:26:00,727 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 033/100 | step 00022/00625 | lr 2.240e-01 | atrl 2.911e+00 | trl0 2.572e+00 | nm 1.252e+02 | nmx 8.118e-01 | 
+2025-11-24 18:26:04,473 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 033/100 | step 00023/00625 | lr 2.240e-01 | atrl 2.843e+00 | trl0 2.516e+00 | nm 1.252e+02 | nmx 8.022e-01 | 
+2025-11-24 18:26:08,217 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 033/100 | step 00024/00625 | lr 2.240e-01 | atrl 2.961e+00 | trl0 2.637e+00 | nm 1.252e+02 | nmx 7.966e-01 | 
+2025-11-24 18:26:11,959 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 033/100 | step 00025/00625 | lr 2.240e-01 | atrl 2.880e+00 | trl0 2.559e+00 | nm 1.252e+02 | nmx 7.998e-01 | 
+2025-11-24 18:26:15,702 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 033/100 | step 00026/00625 | lr 2.240e-01 | atrl 2.865e+00 | trl0 2.546e+00 | nm 1.252e+02 | nmx 8.094e-01 | 
+2025-11-24 18:26:19,445 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 033/100 | step 00027/00625 | lr 2.240e-01 | atrl 2.855e+00 | trl0 2.527e+00 | nm 1.252e+02 | nmx 8.162e-01 | 
+2025-11-24 18:26:23,186 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 033/100 | step 00028/00625 | lr 2.240e-01 | atrl 3.005e+00 | trl0 2.667e+00 | nm 1.252e+02 | nmx 8.171e-01 | 
+2025-11-24 18:26:26,929 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 033/100 | step 00029/00625 | lr 2.240e-01 | atrl 2.927e+00 | trl0 2.596e+00 | nm 1.252e+02 | nmx 8.178e-01 | 
+2025-11-24 18:26:30,671 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 033/100 | step 00030/00625 | lr 2.240e-01 | atrl 3.060e+00 | trl0 2.723e+00 | nm 1.252e+02 | nmx 8.204e-01 | 
+2025-11-24 18:26:34,414 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 033/100 | step 00031/00625 | lr 2.240e-01 | atrl 2.925e+00 | trl0 2.581e+00 | nm 1.252e+02 | nmx 8.194e-01 | 
+2025-11-24 18:26:38,156 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 033/100 | step 00032/00625 | lr 2.240e-01 | atrl 2.868e+00 | trl0 2.531e+00 | nm 1.252e+02 | nmx 8.171e-01 | 
+2025-11-24 18:26:41,898 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 033/100 | step 00033/00625 | lr 2.240e-01 | atrl 2.967e+00 | trl0 2.631e+00 | nm 1.252e+02 | nmx 8.155e-01 | 
+2025-11-24 18:26:45,639 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 033/100 | step 00034/00625 | lr 2.240e-01 | atrl 2.898e+00 | trl0 2.559e+00 | nm 1.252e+02 | nmx 8.159e-01 | 
+2025-11-24 18:26:49,380 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 033/100 | step 00035/00625 | lr 2.240e-01 | atrl 2.951e+00 | trl0 2.612e+00 | nm 1.252e+02 | nmx 8.215e-01 | 
+2025-11-24 18:26:53,122 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 033/100 | step 00036/00625 | lr 2.240e-01 | atrl 3.031e+00 | trl0 2.687e+00 | nm 1.252e+02 | nmx 8.283e-01 | 
+2025-11-24 18:26:56,865 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 033/100 | step 00037/00625 | lr 2.240e-01 | atrl 2.948e+00 | trl0 2.605e+00 | nm 1.252e+02 | nmx 8.297e-01 | 
+2025-11-24 18:27:00,606 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 033/100 | step 00038/00625 | lr 2.240e-01 | atrl 2.955e+00 | trl0 2.594e+00 | nm 1.252e+02 | nmx 8.236e-01 | 
+2025-11-24 18:27:04,348 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 033/100 | step 00039/00625 | lr 2.240e-01 | atrl 2.954e+00 | trl0 2.613e+00 | nm 1.252e+02 | nmx 8.220e-01 | 
+2025-11-24 18:27:08,090 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 033/100 | step 00040/00625 | lr 2.240e-01 | atrl 2.911e+00 | trl0 2.567e+00 | nm 1.252e+02 | nmx 8.238e-01 | 
+2025-11-24 18:27:11,832 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 033/100 | step 00041/00625 | lr 2.240e-01 | atrl 2.964e+00 | trl0 2.633e+00 | nm 1.252e+02 | nmx 8.294e-01 | 
+2025-11-24 18:27:15,574 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 033/100 | step 00042/00625 | lr 2.240e-01 | atrl 2.900e+00 | trl0 2.556e+00 | nm 1.252e+02 | nmx 8.285e-01 | 
+2025-11-24 18:27:19,317 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 033/100 | step 00043/00625 | lr 2.240e-01 | atrl 2.959e+00 | trl0 2.604e+00 | nm 1.252e+02 | nmx 8.188e-01 | 
+2025-11-24 18:27:23,059 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 033/100 | step 00044/00625 | lr 2.240e-01 | atrl 2.939e+00 | trl0 2.606e+00 | nm 1.252e+02 | nmx 8.171e-01 | 
+2025-11-24 18:27:26,801 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 033/100 | step 00045/00625 | lr 2.240e-01 | atrl 2.948e+00 | trl0 2.612e+00 | nm 1.252e+02 | nmx 8.220e-01 | 
+2025-11-24 18:27:30,544 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 033/100 | step 00046/00625 | lr 2.240e-01 | atrl 2.935e+00 | trl0 2.591e+00 | nm 1.252e+02 | nmx 8.256e-01 | 
+2025-11-24 18:27:34,285 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 033/100 | step 00047/00625 | lr 2.240e-01 | atrl 2.935e+00 | trl0 2.591e+00 | nm 1.252e+02 | nmx 8.293e-01 | 
+2025-11-24 18:27:38,027 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 033/100 | step 00048/00625 | lr 2.240e-01 | atrl 2.875e+00 | trl0 2.532e+00 | nm 1.252e+02 | nmx 8.302e-01 | 
+2025-11-24 18:27:41,768 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 033/100 | step 00049/00625 | lr 2.240e-01 | atrl 2.862e+00 | trl0 2.521e+00 | nm 1.252e+02 | nmx 8.265e-01 | 
+2025-11-24 18:27:42,112 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 18:27:42,112 | INFO | Starting LR test 2/5: lr=1.2000
+2025-11-24 18:27:42,112 | INFO | Starting EoS for LR factor 1.2000
+2025-11-24 18:27:42,112 | INFO | Starting EoS for checkpoint 32
+2025-11-24 18:27:42,113 | INFO | Starting EoS for model resnet50
+2025-11-24 18:27:42,508 | INFO | Model state successfully loaded
+2025-11-24 18:27:42,753 | INFO | Wrapped model with DDP
+2025-11-24 18:27:42,756 | INFO | Current learning rate: 0.19200000000000003
+2025-11-24 18:27:42,756 | INFO | Original learning rate: 0.16000000000000003
+2025-11-24 18:27:42,782 | INFO | 🎯 Momentum Information:
+2025-11-24 18:27:42,782 | INFO |   Extracted vectors: 161
+2025-11-24 18:27:42,782 | INFO |   Has momentum state: True
+2025-11-24 18:27:50,585 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 033/100 | step 00000/00625 | lr 1.920e-01 | atrl 2.533e+00 | trl0 2.533e+00 | nm 1.252e+02 | nmx 3.381e-01 | 
+2025-11-24 18:27:54,328 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 033/100 | step 00001/00625 | lr 1.920e-01 | atrl 2.661e+00 | trl0 2.597e+00 | nm 1.252e+02 | nmx 5.899e-01 | 
+2025-11-24 18:27:58,069 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 033/100 | step 00002/00625 | lr 1.920e-01 | atrl 2.740e+00 | trl0 2.565e+00 | nm 1.252e+02 | nmx 7.301e-01 | 
+2025-11-24 18:28:01,811 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 033/100 | step 00003/00625 | lr 1.920e-01 | atrl 2.905e+00 | trl0 2.642e+00 | nm 1.252e+02 | nmx 7.572e-01 | 
+2025-11-24 18:28:05,553 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 033/100 | step 00004/00625 | lr 1.920e-01 | atrl 2.885e+00 | trl0 2.611e+00 | nm 1.252e+02 | nmx 7.023e-01 | 
+2025-11-24 18:28:09,296 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 033/100 | step 00005/00625 | lr 1.920e-01 | atrl 2.761e+00 | trl0 2.531e+00 | nm 1.252e+02 | nmx 6.224e-01 | 
+2025-11-24 18:28:13,040 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 033/100 | step 00006/00625 | lr 1.920e-01 | atrl 2.740e+00 | trl0 2.577e+00 | nm 1.252e+02 | nmx 5.940e-01 | 
+2025-11-24 18:28:16,784 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 033/100 | step 00007/00625 | lr 1.920e-01 | atrl 2.735e+00 | trl0 2.573e+00 | nm 1.252e+02 | nmx 6.353e-01 | 
+2025-11-24 18:28:20,525 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 033/100 | step 00008/00625 | lr 1.920e-01 | atrl 2.762e+00 | trl0 2.575e+00 | nm 1.252e+02 | nmx 7.024e-01 | 
+2025-11-24 18:28:24,266 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 033/100 | step 00009/00625 | lr 1.920e-01 | atrl 2.854e+00 | trl0 2.617e+00 | nm 1.252e+02 | nmx 7.449e-01 | 
+2025-11-24 18:28:28,008 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 033/100 | step 00010/00625 | lr 1.920e-01 | atrl 2.852e+00 | trl0 2.579e+00 | nm 1.252e+02 | nmx 7.437e-01 | 
+2025-11-24 18:28:31,752 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 033/100 | step 00011/00625 | lr 1.920e-01 | atrl 2.856e+00 | trl0 2.570e+00 | nm 1.252e+02 | nmx 7.088e-01 | 
+2025-11-24 18:28:35,495 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 033/100 | step 00012/00625 | lr 1.920e-01 | atrl 2.780e+00 | trl0 2.529e+00 | nm 1.252e+02 | nmx 6.757e-01 | 
+2025-11-24 18:28:39,236 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 033/100 | step 00013/00625 | lr 1.920e-01 | atrl 2.815e+00 | trl0 2.587e+00 | nm 1.252e+02 | nmx 6.715e-01 | 
+2025-11-24 18:28:42,980 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 033/100 | step 00014/00625 | lr 1.920e-01 | atrl 2.800e+00 | trl0 2.578e+00 | nm 1.252e+02 | nmx 6.982e-01 | 
+2025-11-24 18:28:46,722 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 033/100 | step 00015/00625 | lr 1.920e-01 | atrl 2.797e+00 | trl0 2.554e+00 | nm 1.252e+02 | nmx 7.326e-01 | 
+2025-11-24 18:28:50,467 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 033/100 | step 00016/00625 | lr 1.920e-01 | atrl 2.789e+00 | trl0 2.520e+00 | nm 1.252e+02 | nmx 7.521e-01 | 
+2025-11-24 18:28:54,210 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 033/100 | step 00017/00625 | lr 1.920e-01 | atrl 2.813e+00 | trl0 2.540e+00 | nm 1.252e+02 | nmx 7.527e-01 | 
+2025-11-24 18:28:57,953 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 033/100 | step 00018/00625 | lr 1.920e-01 | atrl 2.846e+00 | trl0 2.571e+00 | nm 1.252e+02 | nmx 7.413e-01 | 
+2025-11-24 18:29:01,695 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 033/100 | step 00019/00625 | lr 1.920e-01 | atrl 2.852e+00 | trl0 2.591e+00 | nm 1.252e+02 | nmx 7.316e-01 | 
+2025-11-24 18:29:05,438 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 033/100 | step 00020/00625 | lr 1.920e-01 | atrl 2.900e+00 | trl0 2.653e+00 | nm 1.252e+02 | nmx 7.335e-01 | 
+2025-11-24 18:29:09,179 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 033/100 | step 00021/00625 | lr 1.920e-01 | atrl 2.803e+00 | trl0 2.544e+00 | nm 1.252e+02 | nmx 7.415e-01 | 
+2025-11-24 18:29:12,921 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 033/100 | step 00022/00625 | lr 1.920e-01 | atrl 2.846e+00 | trl0 2.572e+00 | nm 1.252e+02 | nmx 7.471e-01 | 
+2025-11-24 18:29:16,664 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 033/100 | step 00023/00625 | lr 1.920e-01 | atrl 2.787e+00 | trl0 2.516e+00 | nm 1.252e+02 | nmx 7.509e-01 | 
+2025-11-24 18:29:20,404 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 033/100 | step 00024/00625 | lr 1.920e-01 | atrl 2.917e+00 | trl0 2.637e+00 | nm 1.252e+02 | nmx 7.496e-01 | 
+2025-11-24 18:29:24,147 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 033/100 | step 00025/00625 | lr 1.920e-01 | atrl 2.842e+00 | trl0 2.559e+00 | nm 1.252e+02 | nmx 7.443e-01 | 
+2025-11-24 18:29:27,890 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 033/100 | step 00026/00625 | lr 1.920e-01 | atrl 2.824e+00 | trl0 2.546e+00 | nm 1.252e+02 | nmx 7.400e-01 | 
+2025-11-24 18:29:31,634 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 033/100 | step 00027/00625 | lr 1.920e-01 | atrl 2.800e+00 | trl0 2.527e+00 | nm 1.252e+02 | nmx 7.404e-01 | 
+2025-11-24 18:29:35,377 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 033/100 | step 00028/00625 | lr 1.920e-01 | atrl 2.944e+00 | trl0 2.667e+00 | nm 1.252e+02 | nmx 7.444e-01 | 
+2025-11-24 18:29:39,120 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 033/100 | step 00029/00625 | lr 1.920e-01 | atrl 2.872e+00 | trl0 2.596e+00 | nm 1.252e+02 | nmx 7.512e-01 | 
+2025-11-24 18:29:42,863 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 033/100 | step 00030/00625 | lr 1.920e-01 | atrl 3.004e+00 | trl0 2.723e+00 | nm 1.252e+02 | nmx 7.600e-01 | 
+2025-11-24 18:29:46,605 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 033/100 | step 00031/00625 | lr 1.920e-01 | atrl 2.868e+00 | trl0 2.581e+00 | nm 1.252e+02 | nmx 7.633e-01 | 
+2025-11-24 18:29:50,346 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 033/100 | step 00032/00625 | lr 1.920e-01 | atrl 2.818e+00 | trl0 2.531e+00 | nm 1.252e+02 | nmx 7.585e-01 | 
+2025-11-24 18:29:54,089 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 033/100 | step 00033/00625 | lr 1.920e-01 | atrl 2.916e+00 | trl0 2.631e+00 | nm 1.252e+02 | nmx 7.504e-01 | 
+2025-11-24 18:29:57,832 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 033/100 | step 00034/00625 | lr 1.920e-01 | atrl 2.844e+00 | trl0 2.559e+00 | nm 1.252e+02 | nmx 7.457e-01 | 
+2025-11-24 18:30:01,576 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 033/100 | step 00035/00625 | lr 1.920e-01 | atrl 2.891e+00 | trl0 2.612e+00 | nm 1.252e+02 | nmx 7.505e-01 | 
+2025-11-24 18:30:05,317 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 033/100 | step 00036/00625 | lr 1.920e-01 | atrl 2.970e+00 | trl0 2.687e+00 | nm 1.252e+02 | nmx 7.613e-01 | 
+2025-11-24 18:30:09,061 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 033/100 | step 00037/00625 | lr 1.920e-01 | atrl 2.891e+00 | trl0 2.605e+00 | nm 1.252e+02 | nmx 7.682e-01 | 
+2025-11-24 18:30:12,805 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 033/100 | step 00038/00625 | lr 1.920e-01 | atrl 2.905e+00 | trl0 2.594e+00 | nm 1.252e+02 | nmx 7.631e-01 | 
+2025-11-24 18:30:16,548 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 033/100 | step 00039/00625 | lr 1.920e-01 | atrl 2.903e+00 | trl0 2.613e+00 | nm 1.252e+02 | nmx 7.590e-01 | 
+2025-11-24 18:30:20,291 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 033/100 | step 00040/00625 | lr 1.920e-01 | atrl 2.854e+00 | trl0 2.567e+00 | nm 1.252e+02 | nmx 7.576e-01 | 
+2025-11-24 18:30:24,033 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 033/100 | step 00041/00625 | lr 1.920e-01 | atrl 2.913e+00 | trl0 2.633e+00 | nm 1.252e+02 | nmx 7.599e-01 | 
+2025-11-24 18:30:27,775 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 033/100 | step 00042/00625 | lr 1.920e-01 | atrl 2.842e+00 | trl0 2.556e+00 | nm 1.252e+02 | nmx 7.628e-01 | 
+2025-11-24 18:30:31,521 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 033/100 | step 00043/00625 | lr 1.920e-01 | atrl 2.901e+00 | trl0 2.604e+00 | nm 1.252e+02 | nmx 7.592e-01 | 
+2025-11-24 18:30:35,263 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 033/100 | step 00044/00625 | lr 1.920e-01 | atrl 2.893e+00 | trl0 2.606e+00 | nm 1.252e+02 | nmx 7.543e-01 | 
+2025-11-24 18:30:39,005 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 033/100 | step 00045/00625 | lr 1.920e-01 | atrl 2.894e+00 | trl0 2.612e+00 | nm 1.252e+02 | nmx 7.545e-01 | 
+2025-11-24 18:30:42,749 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 033/100 | step 00046/00625 | lr 1.920e-01 | atrl 2.872e+00 | trl0 2.591e+00 | nm 1.252e+02 | nmx 7.584e-01 | 
+2025-11-24 18:30:46,490 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 033/100 | step 00047/00625 | lr 1.920e-01 | atrl 2.881e+00 | trl0 2.591e+00 | nm 1.252e+02 | nmx 7.607e-01 | 
+2025-11-24 18:30:50,231 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 033/100 | step 00048/00625 | lr 1.920e-01 | atrl 2.813e+00 | trl0 2.532e+00 | nm 1.252e+02 | nmx 7.641e-01 | 
+2025-11-24 18:30:53,972 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 033/100 | step 00049/00625 | lr 1.920e-01 | atrl 2.803e+00 | trl0 2.521e+00 | nm 1.252e+02 | nmx 7.649e-01 | 
+2025-11-24 18:30:54,186 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 18:30:54,187 | INFO | Starting LR test 3/5: lr=1.0000
+2025-11-24 18:30:54,187 | INFO | Starting EoS for LR factor 1.0000
+2025-11-24 18:30:54,187 | INFO | Starting EoS for checkpoint 32
+2025-11-24 18:30:54,187 | INFO | Starting EoS for model resnet50
+2025-11-24 18:30:54,572 | INFO | Model state successfully loaded
+2025-11-24 18:30:55,147 | INFO | Wrapped model with DDP
+2025-11-24 18:30:55,150 | INFO | Current learning rate: 0.16000000000000003
+2025-11-24 18:30:55,150 | INFO | Original learning rate: 0.16000000000000003
+2025-11-24 18:30:55,156 | INFO | 🎯 Momentum Information:
+2025-11-24 18:30:55,156 | INFO |   Extracted vectors: 161
+2025-11-24 18:30:55,156 | INFO |   Has momentum state: True
+2025-11-24 18:31:02,519 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 033/100 | step 00000/00625 | lr 1.600e-01 | atrl 2.533e+00 | trl0 2.533e+00 | nm 1.252e+02 | nmx 2.818e-01 | 
+2025-11-24 18:31:06,263 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 033/100 | step 00001/00625 | lr 1.600e-01 | atrl 2.642e+00 | trl0 2.597e+00 | nm 1.252e+02 | nmx 5.013e-01 | 
+2025-11-24 18:31:10,005 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 033/100 | step 00002/00625 | lr 1.600e-01 | atrl 2.690e+00 | trl0 2.565e+00 | nm 1.252e+02 | nmx 6.403e-01 | 
+2025-11-24 18:31:13,749 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 033/100 | step 00003/00625 | lr 1.600e-01 | atrl 2.843e+00 | trl0 2.642e+00 | nm 1.252e+02 | nmx 6.934e-01 | 
+2025-11-24 18:31:17,492 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 033/100 | step 00004/00625 | lr 1.600e-01 | atrl 2.839e+00 | trl0 2.611e+00 | nm 1.252e+02 | nmx 6.761e-01 | 
+2025-11-24 18:31:21,234 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 033/100 | step 00005/00625 | lr 1.600e-01 | atrl 2.742e+00 | trl0 2.531e+00 | nm 1.252e+02 | nmx 6.176e-01 | 
+2025-11-24 18:31:24,979 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 033/100 | step 00006/00625 | lr 1.600e-01 | atrl 2.738e+00 | trl0 2.577e+00 | nm 1.252e+02 | nmx 5.668e-01 | 
+2025-11-24 18:31:28,722 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 033/100 | step 00007/00625 | lr 1.600e-01 | atrl 2.716e+00 | trl0 2.573e+00 | nm 1.252e+02 | nmx 5.604e-01 | 
+2025-11-24 18:31:32,464 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 033/100 | step 00008/00625 | lr 1.600e-01 | atrl 2.707e+00 | trl0 2.575e+00 | nm 1.252e+02 | nmx 6.000e-01 | 
+2025-11-24 18:31:36,205 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 033/100 | step 00009/00625 | lr 1.600e-01 | atrl 2.779e+00 | trl0 2.617e+00 | nm 1.252e+02 | nmx 6.498e-01 | 
+2025-11-24 18:31:39,947 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 033/100 | step 00010/00625 | lr 1.600e-01 | atrl 2.779e+00 | trl0 2.579e+00 | nm 1.252e+02 | nmx 6.797e-01 | 
+2025-11-24 18:31:43,691 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 033/100 | step 00011/00625 | lr 1.600e-01 | atrl 2.804e+00 | trl0 2.570e+00 | nm 1.252e+02 | nmx 6.774e-01 | 
+2025-11-24 18:31:47,434 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 033/100 | step 00012/00625 | lr 1.600e-01 | atrl 2.756e+00 | trl0 2.529e+00 | nm 1.252e+02 | nmx 6.538e-01 | 
+2025-11-24 18:31:51,176 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 033/100 | step 00013/00625 | lr 1.600e-01 | atrl 2.796e+00 | trl0 2.587e+00 | nm 1.252e+02 | nmx 6.293e-01 | 
+2025-11-24 18:31:54,919 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 033/100 | step 00014/00625 | lr 1.600e-01 | atrl 2.772e+00 | trl0 2.578e+00 | nm 1.252e+02 | nmx 6.216e-01 | 
+2025-11-24 18:31:58,660 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 033/100 | step 00015/00625 | lr 1.600e-01 | atrl 2.747e+00 | trl0 2.554e+00 | nm 1.252e+02 | nmx 6.340e-01 | 
+2025-11-24 18:32:02,401 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 033/100 | step 00016/00625 | lr 1.600e-01 | atrl 2.721e+00 | trl0 2.520e+00 | nm 1.252e+02 | nmx 6.572e-01 | 
+2025-11-24 18:32:06,144 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 033/100 | step 00017/00625 | lr 1.600e-01 | atrl 2.749e+00 | trl0 2.540e+00 | nm 1.252e+02 | nmx 6.780e-01 | 
+2025-11-24 18:32:09,886 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 033/100 | step 00018/00625 | lr 1.600e-01 | atrl 2.797e+00 | trl0 2.571e+00 | nm 1.252e+02 | nmx 6.875e-01 | 
+2025-11-24 18:32:13,627 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 033/100 | step 00019/00625 | lr 1.600e-01 | atrl 2.813e+00 | trl0 2.591e+00 | nm 1.252e+02 | nmx 6.882e-01 | 
+2025-11-24 18:32:17,369 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 033/100 | step 00020/00625 | lr 1.600e-01 | atrl 2.869e+00 | trl0 2.653e+00 | nm 1.252e+02 | nmx 6.855e-01 | 
+2025-11-24 18:32:21,112 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 033/100 | step 00021/00625 | lr 1.600e-01 | atrl 2.769e+00 | trl0 2.544e+00 | nm 1.252e+02 | nmx 6.797e-01 | 
+2025-11-24 18:32:24,854 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 033/100 | step 00022/00625 | lr 1.600e-01 | atrl 2.798e+00 | trl0 2.572e+00 | nm 1.252e+02 | nmx 6.732e-01 | 
+2025-11-24 18:32:28,595 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 033/100 | step 00023/00625 | lr 1.600e-01 | atrl 2.729e+00 | trl0 2.516e+00 | nm 1.252e+02 | nmx 6.739e-01 | 
+2025-11-24 18:32:32,337 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 033/100 | step 00024/00625 | lr 1.600e-01 | atrl 2.857e+00 | trl0 2.637e+00 | nm 1.252e+02 | nmx 6.796e-01 | 
+2025-11-24 18:32:36,080 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 033/100 | step 00025/00625 | lr 1.600e-01 | atrl 2.785e+00 | trl0 2.559e+00 | nm 1.252e+02 | nmx 6.845e-01 | 
+2025-11-24 18:32:39,821 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 033/100 | step 00026/00625 | lr 1.600e-01 | atrl 2.782e+00 | trl0 2.546e+00 | nm 1.252e+02 | nmx 6.834e-01 | 
+2025-11-24 18:32:43,563 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 033/100 | step 00027/00625 | lr 1.600e-01 | atrl 2.757e+00 | trl0 2.527e+00 | nm 1.252e+02 | nmx 6.794e-01 | 
+2025-11-24 18:32:47,305 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 033/100 | step 00028/00625 | lr 1.600e-01 | atrl 2.897e+00 | trl0 2.667e+00 | nm 1.252e+02 | nmx 6.766e-01 | 
+2025-11-24 18:32:51,046 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 033/100 | step 00029/00625 | lr 1.600e-01 | atrl 2.823e+00 | trl0 2.596e+00 | nm 1.252e+02 | nmx 6.767e-01 | 
+2025-11-24 18:32:54,788 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 033/100 | step 00030/00625 | lr 1.600e-01 | atrl 2.953e+00 | trl0 2.723e+00 | nm 1.252e+02 | nmx 6.804e-01 | 
+2025-11-24 18:32:58,530 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 033/100 | step 00031/00625 | lr 1.600e-01 | atrl 2.807e+00 | trl0 2.581e+00 | nm 1.252e+02 | nmx 6.877e-01 | 
+2025-11-24 18:33:02,273 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 033/100 | step 00032/00625 | lr 1.600e-01 | atrl 2.762e+00 | trl0 2.531e+00 | nm 1.252e+02 | nmx 6.922e-01 | 
+2025-11-24 18:33:06,016 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 033/100 | step 00033/00625 | lr 1.600e-01 | atrl 2.867e+00 | trl0 2.631e+00 | nm 1.252e+02 | nmx 6.904e-01 | 
+2025-11-24 18:33:09,758 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 033/100 | step 00034/00625 | lr 1.600e-01 | atrl 2.797e+00 | trl0 2.559e+00 | nm 1.252e+02 | nmx 6.857e-01 | 
+2025-11-24 18:33:13,500 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 033/100 | step 00035/00625 | lr 1.600e-01 | atrl 2.844e+00 | trl0 2.612e+00 | nm 1.252e+02 | nmx 6.832e-01 | 
+2025-11-24 18:33:17,243 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 033/100 | step 00036/00625 | lr 1.600e-01 | atrl 2.915e+00 | trl0 2.687e+00 | nm 1.252e+02 | nmx 6.854e-01 | 
+2025-11-24 18:33:20,985 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 033/100 | step 00037/00625 | lr 1.600e-01 | atrl 2.827e+00 | trl0 2.605e+00 | nm 1.252e+02 | nmx 6.916e-01 | 
+2025-11-24 18:33:24,727 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 033/100 | step 00038/00625 | lr 1.600e-01 | atrl 2.840e+00 | trl0 2.594e+00 | nm 1.252e+02 | nmx 6.917e-01 | 
+2025-11-24 18:33:28,473 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 033/100 | step 00039/00625 | lr 1.600e-01 | atrl 2.847e+00 | trl0 2.613e+00 | nm 1.252e+02 | nmx 6.896e-01 | 
+2025-11-24 18:33:32,216 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 033/100 | step 00040/00625 | lr 1.600e-01 | atrl 2.797e+00 | trl0 2.567e+00 | nm 1.252e+02 | nmx 6.890e-01 | 
+2025-11-24 18:33:35,958 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 033/100 | step 00041/00625 | lr 1.600e-01 | atrl 2.859e+00 | trl0 2.633e+00 | nm 1.252e+02 | nmx 6.910e-01 | 
+2025-11-24 18:33:39,700 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 033/100 | step 00042/00625 | lr 1.600e-01 | atrl 2.786e+00 | trl0 2.556e+00 | nm 1.252e+02 | nmx 6.920e-01 | 
+2025-11-24 18:33:43,442 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 033/100 | step 00043/00625 | lr 1.600e-01 | atrl 2.840e+00 | trl0 2.604e+00 | nm 1.252e+02 | nmx 6.898e-01 | 
+2025-11-24 18:33:47,185 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 033/100 | step 00044/00625 | lr 1.600e-01 | atrl 2.836e+00 | trl0 2.606e+00 | nm 1.252e+02 | nmx 6.870e-01 | 
+2025-11-24 18:33:50,926 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 033/100 | step 00045/00625 | lr 1.600e-01 | atrl 2.842e+00 | trl0 2.612e+00 | nm 1.252e+02 | nmx 6.842e-01 | 
+2025-11-24 18:33:54,669 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 033/100 | step 00046/00625 | lr 1.600e-01 | atrl 2.818e+00 | trl0 2.591e+00 | nm 1.252e+02 | nmx 6.838e-01 | 
+2025-11-24 18:33:58,411 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 033/100 | step 00047/00625 | lr 1.600e-01 | atrl 2.816e+00 | trl0 2.591e+00 | nm 1.252e+02 | nmx 6.868e-01 | 
+2025-11-24 18:34:02,156 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 033/100 | step 00048/00625 | lr 1.600e-01 | atrl 2.756e+00 | trl0 2.532e+00 | nm 1.252e+02 | nmx 6.912e-01 | 
+2025-11-24 18:34:05,899 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 033/100 | step 00049/00625 | lr 1.600e-01 | atrl 2.747e+00 | trl0 2.521e+00 | nm 1.252e+02 | nmx 6.944e-01 | 
+2025-11-24 18:34:06,539 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 18:34:06,540 | INFO | Starting LR test 4/5: lr=0.8000
+2025-11-24 18:34:06,540 | INFO | Starting EoS for LR factor 0.8000
+2025-11-24 18:34:06,540 | INFO | Starting EoS for checkpoint 32
+2025-11-24 18:34:06,540 | INFO | Starting EoS for model resnet50
+2025-11-24 18:34:06,931 | INFO | Model state successfully loaded
+2025-11-24 18:34:07,123 | INFO | Wrapped model with DDP
+2025-11-24 18:34:07,126 | INFO | Current learning rate: 0.128
+2025-11-24 18:34:07,126 | INFO | Original learning rate: 0.16000000000000003
+2025-11-24 18:34:07,131 | INFO | 🎯 Momentum Information:
+2025-11-24 18:34:07,131 | INFO |   Extracted vectors: 161
+2025-11-24 18:34:07,131 | INFO |   Has momentum state: True
+2025-11-24 18:34:14,455 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 033/100 | step 00000/00625 | lr 1.280e-01 | atrl 2.533e+00 | trl0 2.533e+00 | nm 1.252e+02 | nmx 2.254e-01 | 
+2025-11-24 18:34:18,198 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 033/100 | step 00001/00625 | lr 1.280e-01 | atrl 2.626e+00 | trl0 2.597e+00 | nm 1.252e+02 | nmx 4.088e-01 | 
+2025-11-24 18:34:21,941 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 033/100 | step 00002/00625 | lr 1.280e-01 | atrl 2.646e+00 | trl0 2.565e+00 | nm 1.252e+02 | nmx 5.386e-01 | 
+2025-11-24 18:34:25,683 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 033/100 | step 00003/00625 | lr 1.280e-01 | atrl 2.783e+00 | trl0 2.642e+00 | nm 1.252e+02 | nmx 6.086e-01 | 
+2025-11-24 18:34:29,426 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 033/100 | step 00004/00625 | lr 1.280e-01 | atrl 2.783e+00 | trl0 2.611e+00 | nm 1.252e+02 | nmx 6.244e-01 | 
+2025-11-24 18:34:33,167 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 033/100 | step 00005/00625 | lr 1.280e-01 | atrl 2.707e+00 | trl0 2.531e+00 | nm 1.252e+02 | nmx 5.987e-01 | 
+2025-11-24 18:34:36,909 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 033/100 | step 00006/00625 | lr 1.280e-01 | atrl 2.729e+00 | trl0 2.577e+00 | nm 1.252e+02 | nmx 5.554e-01 | 
+2025-11-24 18:34:40,649 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 033/100 | step 00007/00625 | lr 1.280e-01 | atrl 2.709e+00 | trl0 2.573e+00 | nm 1.252e+02 | nmx 5.212e-01 | 
+2025-11-24 18:34:44,392 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 033/100 | step 00008/00625 | lr 1.280e-01 | atrl 2.680e+00 | trl0 2.575e+00 | nm 1.252e+02 | nmx 5.192e-01 | 
+2025-11-24 18:34:48,133 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 033/100 | step 00009/00625 | lr 1.280e-01 | atrl 2.725e+00 | trl0 2.617e+00 | nm 1.252e+02 | nmx 5.453e-01 | 
+2025-11-24 18:34:51,875 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 033/100 | step 00010/00625 | lr 1.280e-01 | atrl 2.709e+00 | trl0 2.579e+00 | nm 1.252e+02 | nmx 5.794e-01 | 
+2025-11-24 18:34:55,618 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 033/100 | step 00011/00625 | lr 1.280e-01 | atrl 2.731e+00 | trl0 2.570e+00 | nm 1.252e+02 | nmx 6.024e-01 | 
+2025-11-24 18:34:59,358 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 033/100 | step 00012/00625 | lr 1.280e-01 | atrl 2.702e+00 | trl0 2.529e+00 | nm 1.252e+02 | nmx 6.075e-01 | 
+2025-11-24 18:35:03,100 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 033/100 | step 00013/00625 | lr 1.280e-01 | atrl 2.763e+00 | trl0 2.587e+00 | nm 1.252e+02 | nmx 5.980e-01 | 
+2025-11-24 18:35:06,841 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 033/100 | step 00014/00625 | lr 1.280e-01 | atrl 2.751e+00 | trl0 2.578e+00 | nm 1.252e+02 | nmx 5.828e-01 | 
+2025-11-24 18:35:10,585 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 033/100 | step 00015/00625 | lr 1.280e-01 | atrl 2.720e+00 | trl0 2.554e+00 | nm 1.252e+02 | nmx 5.705e-01 | 
+2025-11-24 18:35:14,328 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 033/100 | step 00016/00625 | lr 1.280e-01 | atrl 2.682e+00 | trl0 2.520e+00 | nm 1.252e+02 | nmx 5.673e-01 | 
+2025-11-24 18:35:18,070 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 033/100 | step 00017/00625 | lr 1.280e-01 | atrl 2.693e+00 | trl0 2.540e+00 | nm 1.252e+02 | nmx 5.753e-01 | 
+2025-11-24 18:35:21,811 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 033/100 | step 00018/00625 | lr 1.280e-01 | atrl 2.735e+00 | trl0 2.571e+00 | nm 1.252e+02 | nmx 5.889e-01 | 
+2025-11-24 18:35:25,554 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 033/100 | step 00019/00625 | lr 1.280e-01 | atrl 2.751e+00 | trl0 2.591e+00 | nm 1.252e+02 | nmx 6.044e-01 | 
+2025-11-24 18:35:29,296 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 033/100 | step 00020/00625 | lr 1.280e-01 | atrl 2.821e+00 | trl0 2.653e+00 | nm 1.252e+02 | nmx 6.171e-01 | 
+2025-11-24 18:35:33,038 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 033/100 | step 00021/00625 | lr 1.280e-01 | atrl 2.723e+00 | trl0 2.544e+00 | nm 1.252e+02 | nmx 6.225e-01 | 
+2025-11-24 18:35:36,781 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 033/100 | step 00022/00625 | lr 1.280e-01 | atrl 2.756e+00 | trl0 2.572e+00 | nm 1.252e+02 | nmx 6.193e-01 | 
+2025-11-24 18:35:40,524 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 033/100 | step 00023/00625 | lr 1.280e-01 | atrl 2.689e+00 | trl0 2.516e+00 | nm 1.252e+02 | nmx 6.121e-01 | 
+2025-11-24 18:35:44,266 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 033/100 | step 00024/00625 | lr 1.280e-01 | atrl 2.813e+00 | trl0 2.637e+00 | nm 1.252e+02 | nmx 6.045e-01 | 
+2025-11-24 18:35:48,008 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 033/100 | step 00025/00625 | lr 1.280e-01 | atrl 2.729e+00 | trl0 2.559e+00 | nm 1.252e+02 | nmx 6.021e-01 | 
+2025-11-24 18:35:51,749 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 033/100 | step 00026/00625 | lr 1.280e-01 | atrl 2.718e+00 | trl0 2.546e+00 | nm 1.252e+02 | nmx 6.038e-01 | 
+2025-11-24 18:35:55,490 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 033/100 | step 00027/00625 | lr 1.280e-01 | atrl 2.701e+00 | trl0 2.527e+00 | nm 1.252e+02 | nmx 6.055e-01 | 
+2025-11-24 18:35:59,231 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 033/100 | step 00028/00625 | lr 1.280e-01 | atrl 2.850e+00 | trl0 2.667e+00 | nm 1.252e+02 | nmx 6.055e-01 | 
+2025-11-24 18:36:02,973 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 033/100 | step 00029/00625 | lr 1.280e-01 | atrl 2.768e+00 | trl0 2.596e+00 | nm 1.252e+02 | nmx 6.085e-01 | 
+2025-11-24 18:36:06,713 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 033/100 | step 00030/00625 | lr 1.280e-01 | atrl 2.901e+00 | trl0 2.723e+00 | nm 1.252e+02 | nmx 6.122e-01 | 
+2025-11-24 18:36:10,454 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 033/100 | step 00031/00625 | lr 1.280e-01 | atrl 2.766e+00 | trl0 2.581e+00 | nm 1.252e+02 | nmx 6.129e-01 | 
+2025-11-24 18:36:14,196 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 033/100 | step 00032/00625 | lr 1.280e-01 | atrl 2.710e+00 | trl0 2.531e+00 | nm 1.252e+02 | nmx 6.119e-01 | 
+2025-11-24 18:36:17,938 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 033/100 | step 00033/00625 | lr 1.280e-01 | atrl 2.809e+00 | trl0 2.631e+00 | nm 1.252e+02 | nmx 6.098e-01 | 
+2025-11-24 18:36:21,679 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 033/100 | step 00034/00625 | lr 1.280e-01 | atrl 2.741e+00 | trl0 2.559e+00 | nm 1.252e+02 | nmx 6.071e-01 | 
+2025-11-24 18:36:25,421 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 033/100 | step 00035/00625 | lr 1.280e-01 | atrl 2.785e+00 | trl0 2.612e+00 | nm 1.252e+02 | nmx 6.069e-01 | 
+2025-11-24 18:36:29,161 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 033/100 | step 00036/00625 | lr 1.280e-01 | atrl 2.860e+00 | trl0 2.687e+00 | nm 1.252e+02 | nmx 6.097e-01 | 
+2025-11-24 18:36:32,904 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 033/100 | step 00037/00625 | lr 1.280e-01 | atrl 2.775e+00 | trl0 2.605e+00 | nm 1.252e+02 | nmx 6.146e-01 | 
+2025-11-24 18:36:36,645 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 033/100 | step 00038/00625 | lr 1.280e-01 | atrl 2.782e+00 | trl0 2.594e+00 | nm 1.252e+02 | nmx 6.158e-01 | 
+2025-11-24 18:36:40,388 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 033/100 | step 00039/00625 | lr 1.280e-01 | atrl 2.787e+00 | trl0 2.613e+00 | nm 1.252e+02 | nmx 6.168e-01 | 
+2025-11-24 18:36:44,129 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 033/100 | step 00040/00625 | lr 1.280e-01 | atrl 2.746e+00 | trl0 2.567e+00 | nm 1.252e+02 | nmx 6.167e-01 | 
+2025-11-24 18:36:47,871 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 033/100 | step 00041/00625 | lr 1.280e-01 | atrl 2.809e+00 | trl0 2.633e+00 | nm 1.252e+02 | nmx 6.161e-01 | 
+2025-11-24 18:36:51,612 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 033/100 | step 00042/00625 | lr 1.280e-01 | atrl 2.731e+00 | trl0 2.556e+00 | nm 1.252e+02 | nmx 6.155e-01 | 
+2025-11-24 18:36:55,353 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 033/100 | step 00043/00625 | lr 1.280e-01 | atrl 2.783e+00 | trl0 2.604e+00 | nm 1.252e+02 | nmx 6.147e-01 | 
+2025-11-24 18:36:59,096 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 033/100 | step 00044/00625 | lr 1.280e-01 | atrl 2.782e+00 | trl0 2.606e+00 | nm 1.252e+02 | nmx 6.148e-01 | 
+2025-11-24 18:37:02,837 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 033/100 | step 00045/00625 | lr 1.280e-01 | atrl 2.785e+00 | trl0 2.612e+00 | nm 1.252e+02 | nmx 6.152e-01 | 
+2025-11-24 18:37:06,578 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 033/100 | step 00046/00625 | lr 1.280e-01 | atrl 2.768e+00 | trl0 2.591e+00 | nm 1.252e+02 | nmx 6.144e-01 | 
+2025-11-24 18:37:10,319 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 033/100 | step 00047/00625 | lr 1.280e-01 | atrl 2.769e+00 | trl0 2.591e+00 | nm 1.252e+02 | nmx 6.135e-01 | 
+2025-11-24 18:37:14,061 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 033/100 | step 00048/00625 | lr 1.280e-01 | atrl 2.706e+00 | trl0 2.532e+00 | nm 1.252e+02 | nmx 6.140e-01 | 
+2025-11-24 18:37:17,801 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 033/100 | step 00049/00625 | lr 1.280e-01 | atrl 2.695e+00 | trl0 2.521e+00 | nm 1.252e+02 | nmx 6.156e-01 | 
+2025-11-24 18:37:18,334 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 18:37:18,335 | INFO | Starting LR test 5/5: lr=0.6000
+2025-11-24 18:37:18,335 | INFO | Starting EoS for LR factor 0.6000
+2025-11-24 18:37:18,335 | INFO | Starting EoS for checkpoint 32
+2025-11-24 18:37:18,335 | INFO | Starting EoS for model resnet50
+2025-11-24 18:37:18,720 | INFO | Model state successfully loaded
+2025-11-24 18:37:18,972 | INFO | Wrapped model with DDP
+2025-11-24 18:37:18,974 | INFO | Current learning rate: 0.09600000000000002
+2025-11-24 18:37:18,974 | INFO | Original learning rate: 0.16000000000000003
+2025-11-24 18:37:18,978 | INFO | 🎯 Momentum Information:
+2025-11-24 18:37:18,978 | INFO |   Extracted vectors: 161
+2025-11-24 18:37:18,978 | INFO |   Has momentum state: True
+2025-11-24 18:37:26,518 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 033/100 | step 00000/00625 | lr 9.600e-02 | atrl 2.533e+00 | trl0 2.533e+00 | nm 1.252e+02 | nmx 1.691e-01 | 
+2025-11-24 18:37:30,258 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 033/100 | step 00001/00625 | lr 9.600e-02 | atrl 2.613e+00 | trl0 2.597e+00 | nm 1.252e+02 | nmx 3.125e-01 | 
+2025-11-24 18:37:33,999 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 033/100 | step 00002/00625 | lr 9.600e-02 | atrl 2.611e+00 | trl0 2.565e+00 | nm 1.252e+02 | nmx 4.245e-01 | 
+2025-11-24 18:37:37,740 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 033/100 | step 00003/00625 | lr 9.600e-02 | atrl 2.727e+00 | trl0 2.642e+00 | nm 1.252e+02 | nmx 4.998e-01 | 
+2025-11-24 18:37:41,481 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 033/100 | step 00004/00625 | lr 9.600e-02 | atrl 2.724e+00 | trl0 2.611e+00 | nm 1.252e+02 | nmx 5.395e-01 | 
+2025-11-24 18:37:45,223 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 033/100 | step 00005/00625 | lr 9.600e-02 | atrl 2.657e+00 | trl0 2.531e+00 | nm 1.252e+02 | nmx 5.471e-01 | 
+2025-11-24 18:37:48,967 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 033/100 | step 00006/00625 | lr 9.600e-02 | atrl 2.703e+00 | trl0 2.577e+00 | nm 1.252e+02 | nmx 5.310e-01 | 
+2025-11-24 18:37:52,713 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 033/100 | step 00007/00625 | lr 9.600e-02 | atrl 2.697e+00 | trl0 2.573e+00 | nm 1.252e+02 | nmx 5.026e-01 | 
+2025-11-24 18:37:56,457 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 033/100 | step 00008/00625 | lr 9.600e-02 | atrl 2.669e+00 | trl0 2.575e+00 | nm 1.252e+02 | nmx 4.788e-01 | 
+2025-11-24 18:38:00,198 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 033/100 | step 00009/00625 | lr 9.600e-02 | atrl 2.700e+00 | trl0 2.617e+00 | nm 1.252e+02 | nmx 4.702e-01 | 
+2025-11-24 18:38:03,943 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 033/100 | step 00010/00625 | lr 9.600e-02 | atrl 2.665e+00 | trl0 2.579e+00 | nm 1.252e+02 | nmx 4.777e-01 | 
+2025-11-24 18:38:07,688 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 033/100 | step 00011/00625 | lr 9.600e-02 | atrl 2.666e+00 | trl0 2.570e+00 | nm 1.252e+02 | nmx 4.945e-01 | 
+2025-11-24 18:38:11,431 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 033/100 | step 00012/00625 | lr 9.600e-02 | atrl 2.634e+00 | trl0 2.529e+00 | nm 1.252e+02 | nmx 5.121e-01 | 
+2025-11-24 18:38:15,172 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 033/100 | step 00013/00625 | lr 9.600e-02 | atrl 2.705e+00 | trl0 2.587e+00 | nm 1.252e+02 | nmx 5.237e-01 | 
+2025-11-24 18:38:18,915 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 033/100 | step 00014/00625 | lr 9.600e-02 | atrl 2.704e+00 | trl0 2.578e+00 | nm 1.252e+02 | nmx 5.279e-01 | 
+2025-11-24 18:38:22,658 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 033/100 | step 00015/00625 | lr 9.600e-02 | atrl 2.681e+00 | trl0 2.554e+00 | nm 1.252e+02 | nmx 5.253e-01 | 
+2025-11-24 18:38:26,400 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 033/100 | step 00016/00625 | lr 9.600e-02 | atrl 2.652e+00 | trl0 2.520e+00 | nm 1.252e+02 | nmx 5.169e-01 | 
+2025-11-24 18:38:30,143 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 033/100 | step 00017/00625 | lr 9.600e-02 | atrl 2.661e+00 | trl0 2.540e+00 | nm 1.252e+02 | nmx 5.079e-01 | 
+2025-11-24 18:38:33,888 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 033/100 | step 00018/00625 | lr 9.600e-02 | atrl 2.696e+00 | trl0 2.571e+00 | nm 1.252e+02 | nmx 5.010e-01 | 
+2025-11-24 18:38:37,630 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 033/100 | step 00019/00625 | lr 9.600e-02 | atrl 2.700e+00 | trl0 2.591e+00 | nm 1.252e+02 | nmx 5.013e-01 | 
+2025-11-24 18:38:41,372 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 033/100 | step 00020/00625 | lr 9.600e-02 | atrl 2.767e+00 | trl0 2.653e+00 | nm 1.252e+02 | nmx 5.080e-01 | 
+2025-11-24 18:38:45,115 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 033/100 | step 00021/00625 | lr 9.600e-02 | atrl 2.662e+00 | trl0 2.544e+00 | nm 1.252e+02 | nmx 5.179e-01 | 
+2025-11-24 18:38:48,858 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 033/100 | step 00022/00625 | lr 9.600e-02 | atrl 2.695e+00 | trl0 2.572e+00 | nm 1.252e+02 | nmx 5.271e-01 | 
+2025-11-24 18:38:52,601 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 033/100 | step 00023/00625 | lr 9.600e-02 | atrl 2.636e+00 | trl0 2.516e+00 | nm 1.252e+02 | nmx 5.346e-01 | 
+2025-11-24 18:38:56,344 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 033/100 | step 00024/00625 | lr 9.600e-02 | atrl 2.765e+00 | trl0 2.637e+00 | nm 1.252e+02 | nmx 5.379e-01 | 
+2025-11-24 18:39:00,088 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 033/100 | step 00025/00625 | lr 9.600e-02 | atrl 2.687e+00 | trl0 2.559e+00 | nm 1.252e+02 | nmx 5.373e-01 | 
+2025-11-24 18:39:03,835 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 033/100 | step 00026/00625 | lr 9.600e-02 | atrl 2.673e+00 | trl0 2.546e+00 | nm 1.252e+02 | nmx 5.342e-01 | 
+2025-11-24 18:39:07,580 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 033/100 | step 00027/00625 | lr 9.600e-02 | atrl 2.655e+00 | trl0 2.527e+00 | nm 1.252e+02 | nmx 5.296e-01 | 
+2025-11-24 18:39:11,323 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 033/100 | step 00028/00625 | lr 9.600e-02 | atrl 2.795e+00 | trl0 2.667e+00 | nm 1.252e+02 | nmx 5.250e-01 | 
+2025-11-24 18:39:15,065 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 033/100 | step 00029/00625 | lr 9.600e-02 | atrl 2.717e+00 | trl0 2.596e+00 | nm 1.252e+02 | nmx 5.231e-01 | 
+2025-11-24 18:39:18,809 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 033/100 | step 00030/00625 | lr 9.600e-02 | atrl 2.840e+00 | trl0 2.723e+00 | nm 1.252e+02 | nmx 5.255e-01 | 
+2025-11-24 18:39:22,552 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 033/100 | step 00031/00625 | lr 9.600e-02 | atrl 2.709e+00 | trl0 2.581e+00 | nm 1.252e+02 | nmx 5.284e-01 | 
+2025-11-24 18:39:26,295 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 033/100 | step 00032/00625 | lr 9.600e-02 | atrl 2.655e+00 | trl0 2.531e+00 | nm 1.252e+02 | nmx 5.314e-01 | 
+2025-11-24 18:39:30,040 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 033/100 | step 00033/00625 | lr 9.600e-02 | atrl 2.757e+00 | trl0 2.631e+00 | nm 1.252e+02 | nmx 5.329e-01 | 
+2025-11-24 18:39:33,784 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 033/100 | step 00034/00625 | lr 9.600e-02 | atrl 2.695e+00 | trl0 2.559e+00 | nm 1.252e+02 | nmx 5.312e-01 | 
+2025-11-24 18:39:37,528 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 033/100 | step 00035/00625 | lr 9.600e-02 | atrl 2.738e+00 | trl0 2.612e+00 | nm 1.252e+02 | nmx 5.295e-01 | 
+2025-11-24 18:39:41,270 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 033/100 | step 00036/00625 | lr 9.600e-02 | atrl 2.816e+00 | trl0 2.687e+00 | nm 1.252e+02 | nmx 5.286e-01 | 
+2025-11-24 18:39:45,015 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 033/100 | step 00037/00625 | lr 9.600e-02 | atrl 2.725e+00 | trl0 2.605e+00 | nm 1.252e+02 | nmx 5.297e-01 | 
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+2025-11-24 18:39:56,248 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 033/100 | step 00040/00625 | lr 9.600e-02 | atrl 2.692e+00 | trl0 2.567e+00 | nm 1.252e+02 | nmx 5.292e-01 | 
+2025-11-24 18:39:59,993 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 033/100 | step 00041/00625 | lr 9.600e-02 | atrl 2.759e+00 | trl0 2.633e+00 | nm 1.252e+02 | nmx 5.309e-01 | 
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+2025-11-24 18:40:07,479 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 033/100 | step 00043/00625 | lr 9.600e-02 | atrl 2.734e+00 | trl0 2.604e+00 | nm 1.252e+02 | nmx 5.338e-01 | 
+2025-11-24 18:40:11,222 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 033/100 | step 00044/00625 | lr 9.600e-02 | atrl 2.731e+00 | trl0 2.606e+00 | nm 1.252e+02 | nmx 5.355e-01 | 
+2025-11-24 18:40:14,964 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 033/100 | step 00045/00625 | lr 9.600e-02 | atrl 2.737e+00 | trl0 2.612e+00 | nm 1.252e+02 | nmx 5.367e-01 | 
+2025-11-24 18:40:18,705 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 033/100 | step 00046/00625 | lr 9.600e-02 | atrl 2.719e+00 | trl0 2.591e+00 | nm 1.252e+02 | nmx 5.368e-01 | 
+2025-11-24 18:40:22,446 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 033/100 | step 00047/00625 | lr 9.600e-02 | atrl 2.717e+00 | trl0 2.591e+00 | nm 1.252e+02 | nmx 5.367e-01 | 
+2025-11-24 18:40:26,188 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 033/100 | step 00048/00625 | lr 9.600e-02 | atrl 2.659e+00 | trl0 2.532e+00 | nm 1.252e+02 | nmx 5.360e-01 | 
+2025-11-24 18:40:29,929 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 033/100 | step 00049/00625 | lr 9.600e-02 | atrl 2.645e+00 | trl0 2.521e+00 | nm 1.252e+02 | nmx 5.355e-01 | 
diff --git a/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-36/train.jsonl b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-36/train.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..fd48d53b5d087fe63e446ef89f2feb9a6210cf49
--- /dev/null
+++ b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-36/train.jsonl
@@ -0,0 +1,250 @@
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diff --git a/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-36/train.log b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-36/train.log
new file mode 100644
index 0000000000000000000000000000000000000000..f919bc6fd6d61139df5862f40374dc901350a2b7
--- /dev/null
+++ b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-36/train.log
@@ -0,0 +1,311 @@
+2025-11-24 18:40:43,037 | INFO | LR factors: [1.4 1.2 1.  0.8 0.6]
+2025-11-24 18:40:45,337 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 18:40:45,337 | INFO | Starting LR test 1/5: lr=1.4000
+2025-11-24 18:40:45,337 | INFO | Starting EoS for LR factor 1.4000
+2025-11-24 18:40:45,337 | INFO | Starting EoS for checkpoint 36
+2025-11-24 18:40:45,338 | INFO | Starting EoS for model resnet50
+2025-11-24 18:40:45,862 | INFO | Model state successfully loaded
+2025-11-24 18:40:47,293 | INFO | Wrapped model with DDP
+2025-11-24 18:40:47,295 | INFO | Current learning rate: 0.22400000000000003
+2025-11-24 18:40:47,296 | INFO | Original learning rate: 0.16000000000000003
+2025-11-24 18:40:47,317 | INFO | 🎯 Momentum Information:
+2025-11-24 18:40:47,317 | INFO |   Extracted vectors: 161
+2025-11-24 18:40:47,317 | INFO |   Has momentum state: True
+2025-11-24 18:40:55,956 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 037/100 | step 00000/00625 | lr 2.240e-01 | atrl 2.589e+00 | trl0 2.589e+00 | nm 1.098e+02 | nmx 5.108e-01 | 
+2025-11-24 18:40:59,734 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 037/100 | step 00001/00625 | lr 2.240e-01 | atrl 2.704e+00 | trl0 2.558e+00 | nm 1.098e+02 | nmx 8.747e-01 | 
+2025-11-24 18:41:03,481 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 037/100 | step 00002/00625 | lr 2.240e-01 | atrl 2.980e+00 | trl0 2.590e+00 | nm 1.098e+02 | nmx 1.047e+00 | 
+2025-11-24 18:41:07,232 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 037/100 | step 00003/00625 | lr 2.240e-01 | atrl 3.143e+00 | trl0 2.599e+00 | nm 1.098e+02 | nmx 1.035e+00 | 
+2025-11-24 18:41:10,977 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 037/100 | step 00004/00625 | lr 2.240e-01 | atrl 3.140e+00 | trl0 2.638e+00 | nm 1.098e+02 | nmx 9.172e-01 | 
+2025-11-24 18:41:14,721 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 037/100 | step 00005/00625 | lr 2.240e-01 | atrl 2.981e+00 | trl0 2.603e+00 | nm 1.098e+02 | nmx 8.229e-01 | 
+2025-11-24 18:41:18,466 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 037/100 | step 00006/00625 | lr 2.240e-01 | atrl 2.850e+00 | trl0 2.551e+00 | nm 1.098e+02 | nmx 8.581e-01 | 
+2025-11-24 18:41:22,213 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 037/100 | step 00007/00625 | lr 2.240e-01 | atrl 2.931e+00 | trl0 2.602e+00 | nm 1.098e+02 | nmx 9.776e-01 | 
+2025-11-24 18:41:25,956 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 037/100 | step 00008/00625 | lr 2.240e-01 | atrl 3.049e+00 | trl0 2.595e+00 | nm 1.098e+02 | nmx 1.067e+00 | 
+2025-11-24 18:41:29,700 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 037/100 | step 00009/00625 | lr 2.240e-01 | atrl 3.120e+00 | trl0 2.556e+00 | nm 1.098e+02 | nmx 1.078e+00 | 
+2025-11-24 18:41:33,443 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 037/100 | step 00010/00625 | lr 2.240e-01 | atrl 3.216e+00 | trl0 2.626e+00 | nm 1.098e+02 | nmx 1.024e+00 | 
+2025-11-24 18:41:37,187 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 037/100 | step 00011/00625 | lr 2.240e-01 | atrl 3.028e+00 | trl0 2.507e+00 | nm 1.098e+02 | nmx 9.708e-01 | 
+2025-11-24 18:41:40,930 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 037/100 | step 00012/00625 | lr 2.240e-01 | atrl 3.051e+00 | trl0 2.565e+00 | nm 1.098e+02 | nmx 9.651e-01 | 
+2025-11-24 18:41:44,673 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 037/100 | step 00013/00625 | lr 2.240e-01 | atrl 3.068e+00 | trl0 2.590e+00 | nm 1.098e+02 | nmx 1.006e+00 | 
+2025-11-24 18:41:48,417 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 037/100 | step 00014/00625 | lr 2.240e-01 | atrl 3.159e+00 | trl0 2.640e+00 | nm 1.098e+02 | nmx 1.057e+00 | 
+2025-11-24 18:41:52,161 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 037/100 | step 00015/00625 | lr 2.240e-01 | atrl 3.166e+00 | trl0 2.596e+00 | nm 1.098e+02 | nmx 1.086e+00 | 
+2025-11-24 18:41:55,904 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 037/100 | step 00016/00625 | lr 2.240e-01 | atrl 3.180e+00 | trl0 2.587e+00 | nm 1.098e+02 | nmx 1.077e+00 | 
+2025-11-24 18:41:59,646 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 037/100 | step 00017/00625 | lr 2.240e-01 | atrl 3.067e+00 | trl0 2.483e+00 | nm 1.098e+02 | nmx 1.047e+00 | 
+2025-11-24 18:42:03,391 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 037/100 | step 00018/00625 | lr 2.240e-01 | atrl 3.106e+00 | trl0 2.569e+00 | nm 1.098e+02 | nmx 1.033e+00 | 
+2025-11-24 18:42:07,134 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 037/100 | step 00019/00625 | lr 2.240e-01 | atrl 3.031e+00 | trl0 2.512e+00 | nm 1.098e+02 | nmx 1.047e+00 | 
+2025-11-24 18:42:10,878 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 037/100 | step 00020/00625 | lr 2.240e-01 | atrl 3.105e+00 | trl0 2.550e+00 | nm 1.098e+02 | nmx 1.069e+00 | 
+2025-11-24 18:42:14,623 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 037/100 | step 00021/00625 | lr 2.240e-01 | atrl 3.156e+00 | trl0 2.587e+00 | nm 1.098e+02 | nmx 1.090e+00 | 
+2025-11-24 18:42:18,366 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 037/100 | step 00022/00625 | lr 2.240e-01 | atrl 3.173e+00 | trl0 2.570e+00 | nm 1.098e+02 | nmx 1.090e+00 | 
+2025-11-24 18:42:22,107 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 037/100 | step 00023/00625 | lr 2.240e-01 | atrl 3.209e+00 | trl0 2.612e+00 | nm 1.098e+02 | nmx 1.075e+00 | 
+2025-11-24 18:42:25,850 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 037/100 | step 00024/00625 | lr 2.240e-01 | atrl 3.171e+00 | trl0 2.602e+00 | nm 1.098e+02 | nmx 1.067e+00 | 
+2025-11-24 18:42:29,593 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 037/100 | step 00025/00625 | lr 2.240e-01 | atrl 3.147e+00 | trl0 2.559e+00 | nm 1.098e+02 | nmx 1.066e+00 | 
+2025-11-24 18:42:33,337 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 037/100 | step 00026/00625 | lr 2.240e-01 | atrl 3.188e+00 | trl0 2.599e+00 | nm 1.098e+02 | nmx 1.074e+00 | 
+2025-11-24 18:42:37,079 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 037/100 | step 00027/00625 | lr 2.240e-01 | atrl 3.206e+00 | trl0 2.621e+00 | nm 1.098e+02 | nmx 1.091e+00 | 
+2025-11-24 18:42:40,821 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 037/100 | step 00028/00625 | lr 2.240e-01 | atrl 3.101e+00 | trl0 2.494e+00 | nm 1.098e+02 | nmx 1.099e+00 | 
+2025-11-24 18:42:44,566 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 037/100 | step 00029/00625 | lr 2.240e-01 | atrl 3.187e+00 | trl0 2.577e+00 | nm 1.098e+02 | nmx 1.097e+00 | 
+2025-11-24 18:42:48,309 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 037/100 | step 00030/00625 | lr 2.240e-01 | atrl 3.148e+00 | trl0 2.551e+00 | nm 1.098e+02 | nmx 1.097e+00 | 
+2025-11-24 18:42:52,052 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 037/100 | step 00031/00625 | lr 2.240e-01 | atrl 3.200e+00 | trl0 2.579e+00 | nm 1.098e+02 | nmx 1.091e+00 | 
+2025-11-24 18:42:55,794 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 037/100 | step 00032/00625 | lr 2.240e-01 | atrl 3.118e+00 | trl0 2.520e+00 | nm 1.098e+02 | nmx 1.095e+00 | 
+2025-11-24 18:42:59,537 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 037/100 | step 00033/00625 | lr 2.240e-01 | atrl 3.154e+00 | trl0 2.560e+00 | nm 1.098e+02 | nmx 1.105e+00 | 
+2025-11-24 18:43:03,279 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 037/100 | step 00034/00625 | lr 2.240e-01 | atrl 3.168e+00 | trl0 2.537e+00 | nm 1.098e+02 | nmx 1.101e+00 | 
+2025-11-24 18:43:07,022 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 037/100 | step 00035/00625 | lr 2.240e-01 | atrl 3.223e+00 | trl0 2.609e+00 | nm 1.098e+02 | nmx 1.099e+00 | 
+2025-11-24 18:43:10,764 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 037/100 | step 00036/00625 | lr 2.240e-01 | atrl 3.151e+00 | trl0 2.530e+00 | nm 1.098e+02 | nmx 1.098e+00 | 
+2025-11-24 18:43:14,508 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 037/100 | step 00037/00625 | lr 2.240e-01 | atrl 3.218e+00 | trl0 2.594e+00 | nm 1.098e+02 | nmx 1.098e+00 | 
+2025-11-24 18:43:18,251 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 037/100 | step 00038/00625 | lr 2.240e-01 | atrl 3.188e+00 | trl0 2.574e+00 | nm 1.098e+02 | nmx 1.103e+00 | 
+2025-11-24 18:43:21,994 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 037/100 | step 00039/00625 | lr 2.240e-01 | atrl 3.145e+00 | trl0 2.536e+00 | nm 1.098e+02 | nmx 1.106e+00 | 
+2025-11-24 18:43:25,738 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 037/100 | step 00040/00625 | lr 2.240e-01 | atrl 3.230e+00 | trl0 2.592e+00 | nm 1.098e+02 | nmx 1.097e+00 | 
+2025-11-24 18:43:29,480 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 037/100 | step 00041/00625 | lr 2.240e-01 | atrl 3.255e+00 | trl0 2.641e+00 | nm 1.098e+02 | nmx 1.092e+00 | 
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+2025-11-24 18:43:36,966 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 037/100 | step 00043/00625 | lr 2.240e-01 | atrl 3.221e+00 | trl0 2.606e+00 | nm 1.098e+02 | nmx 1.102e+00 | 
+2025-11-24 18:43:40,710 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 037/100 | step 00044/00625 | lr 2.240e-01 | atrl 3.243e+00 | trl0 2.612e+00 | nm 1.098e+02 | nmx 1.106e+00 | 
+2025-11-24 18:43:44,453 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 037/100 | step 00045/00625 | lr 2.240e-01 | atrl 3.194e+00 | trl0 2.557e+00 | nm 1.098e+02 | nmx 1.108e+00 | 
+2025-11-24 18:43:48,195 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 037/100 | step 00046/00625 | lr 2.240e-01 | atrl 3.245e+00 | trl0 2.613e+00 | nm 1.098e+02 | nmx 1.115e+00 | 
+2025-11-24 18:43:51,936 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 037/100 | step 00047/00625 | lr 2.240e-01 | atrl 3.129e+00 | trl0 2.486e+00 | nm 1.098e+02 | nmx 1.119e+00 | 
+2025-11-24 18:43:55,679 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 037/100 | step 00048/00625 | lr 2.240e-01 | atrl 3.205e+00 | trl0 2.567e+00 | nm 1.098e+02 | nmx 1.114e+00 | 
+2025-11-24 18:43:59,424 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 037/100 | step 00049/00625 | lr 2.240e-01 | atrl 3.164e+00 | trl0 2.533e+00 | nm 1.098e+02 | nmx 1.105e+00 | 
+2025-11-24 18:43:59,778 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 18:43:59,778 | INFO | Starting LR test 2/5: lr=1.2000
+2025-11-24 18:43:59,778 | INFO | Starting EoS for LR factor 1.2000
+2025-11-24 18:43:59,778 | INFO | Starting EoS for checkpoint 36
+2025-11-24 18:43:59,778 | INFO | Starting EoS for model resnet50
+2025-11-24 18:44:00,173 | INFO | Model state successfully loaded
+2025-11-24 18:44:00,395 | INFO | Wrapped model with DDP
+2025-11-24 18:44:00,398 | INFO | Current learning rate: 0.19200000000000003
+2025-11-24 18:44:00,398 | INFO | Original learning rate: 0.16000000000000003
+2025-11-24 18:44:00,423 | INFO | 🎯 Momentum Information:
+2025-11-24 18:44:00,424 | INFO |   Extracted vectors: 161
+2025-11-24 18:44:00,424 | INFO |   Has momentum state: True
+2025-11-24 18:44:08,196 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 037/100 | step 00000/00625 | lr 1.920e-01 | atrl 2.589e+00 | trl0 2.589e+00 | nm 1.098e+02 | nmx 4.378e-01 | 
+2025-11-24 18:44:11,937 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 037/100 | step 00001/00625 | lr 1.920e-01 | atrl 2.665e+00 | trl0 2.558e+00 | nm 1.098e+02 | nmx 7.645e-01 | 
+2025-11-24 18:44:15,680 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 037/100 | step 00002/00625 | lr 1.920e-01 | atrl 2.885e+00 | trl0 2.590e+00 | nm 1.098e+02 | nmx 9.453e-01 | 
+2025-11-24 18:44:19,420 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 037/100 | step 00003/00625 | lr 1.920e-01 | atrl 3.040e+00 | trl0 2.599e+00 | nm 1.098e+02 | nmx 9.775e-01 | 
+2025-11-24 18:44:23,163 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 037/100 | step 00004/00625 | lr 1.920e-01 | atrl 3.082e+00 | trl0 2.638e+00 | nm 1.098e+02 | nmx 9.051e-01 | 
+2025-11-24 18:44:26,905 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 037/100 | step 00005/00625 | lr 1.920e-01 | atrl 2.970e+00 | trl0 2.603e+00 | nm 1.098e+02 | nmx 8.084e-01 | 
+2025-11-24 18:44:30,650 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 037/100 | step 00006/00625 | lr 1.920e-01 | atrl 2.835e+00 | trl0 2.551e+00 | nm 1.098e+02 | nmx 7.809e-01 | 
+2025-11-24 18:44:34,392 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 037/100 | step 00007/00625 | lr 1.920e-01 | atrl 2.859e+00 | trl0 2.602e+00 | nm 1.098e+02 | nmx 8.483e-01 | 
+2025-11-24 18:44:38,135 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 037/100 | step 00008/00625 | lr 1.920e-01 | atrl 2.918e+00 | trl0 2.595e+00 | nm 1.098e+02 | nmx 9.403e-01 | 
+2025-11-24 18:44:41,876 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 037/100 | step 00009/00625 | lr 1.920e-01 | atrl 2.977e+00 | trl0 2.556e+00 | nm 1.098e+02 | nmx 9.937e-01 | 
+2025-11-24 18:44:45,619 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 037/100 | step 00010/00625 | lr 1.920e-01 | atrl 3.112e+00 | trl0 2.626e+00 | nm 1.098e+02 | nmx 9.879e-01 | 
+2025-11-24 18:44:49,364 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 037/100 | step 00011/00625 | lr 1.920e-01 | atrl 2.986e+00 | trl0 2.507e+00 | nm 1.098e+02 | nmx 9.441e-01 | 
+2025-11-24 18:44:53,105 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 037/100 | step 00012/00625 | lr 1.920e-01 | atrl 3.016e+00 | trl0 2.565e+00 | nm 1.098e+02 | nmx 9.016e-01 | 
+2025-11-24 18:44:56,847 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 037/100 | step 00013/00625 | lr 1.920e-01 | atrl 2.999e+00 | trl0 2.590e+00 | nm 1.098e+02 | nmx 8.969e-01 | 
+2025-11-24 18:45:00,589 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 037/100 | step 00014/00625 | lr 1.920e-01 | atrl 3.048e+00 | trl0 2.640e+00 | nm 1.098e+02 | nmx 9.273e-01 | 
+2025-11-24 18:45:04,332 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 037/100 | step 00015/00625 | lr 1.920e-01 | atrl 3.040e+00 | trl0 2.596e+00 | nm 1.098e+02 | nmx 9.693e-01 | 
+2025-11-24 18:45:08,076 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 037/100 | step 00016/00625 | lr 1.920e-01 | atrl 3.047e+00 | trl0 2.587e+00 | nm 1.098e+02 | nmx 9.979e-01 | 
+2025-11-24 18:45:11,820 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 037/100 | step 00017/00625 | lr 1.920e-01 | atrl 2.979e+00 | trl0 2.483e+00 | nm 1.098e+02 | nmx 9.955e-01 | 
+2025-11-24 18:45:15,563 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 037/100 | step 00018/00625 | lr 1.920e-01 | atrl 3.053e+00 | trl0 2.569e+00 | nm 1.098e+02 | nmx 9.754e-01 | 
+2025-11-24 18:45:19,305 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 037/100 | step 00019/00625 | lr 1.920e-01 | atrl 2.964e+00 | trl0 2.512e+00 | nm 1.098e+02 | nmx 9.615e-01 | 
+2025-11-24 18:45:23,049 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 037/100 | step 00020/00625 | lr 1.920e-01 | atrl 3.002e+00 | trl0 2.550e+00 | nm 1.098e+02 | nmx 9.606e-01 | 
+2025-11-24 18:45:26,791 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 037/100 | step 00021/00625 | lr 1.920e-01 | atrl 3.039e+00 | trl0 2.587e+00 | nm 1.098e+02 | nmx 9.743e-01 | 
+2025-11-24 18:45:30,535 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 037/100 | step 00022/00625 | lr 1.920e-01 | atrl 3.032e+00 | trl0 2.570e+00 | nm 1.098e+02 | nmx 9.930e-01 | 
+2025-11-24 18:45:34,277 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 037/100 | step 00023/00625 | lr 1.920e-01 | atrl 3.092e+00 | trl0 2.612e+00 | nm 1.098e+02 | nmx 1.003e+00 | 
+2025-11-24 18:45:38,021 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 037/100 | step 00024/00625 | lr 1.920e-01 | atrl 3.098e+00 | trl0 2.602e+00 | nm 1.098e+02 | nmx 1.001e+00 | 
+2025-11-24 18:45:41,763 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 037/100 | step 00025/00625 | lr 1.920e-01 | atrl 3.066e+00 | trl0 2.559e+00 | nm 1.098e+02 | nmx 9.925e-01 | 
+2025-11-24 18:45:45,505 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 037/100 | step 00026/00625 | lr 1.920e-01 | atrl 3.098e+00 | trl0 2.599e+00 | nm 1.098e+02 | nmx 9.840e-01 | 
+2025-11-24 18:45:49,250 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 037/100 | step 00027/00625 | lr 1.920e-01 | atrl 3.115e+00 | trl0 2.621e+00 | nm 1.098e+02 | nmx 9.847e-01 | 
+2025-11-24 18:45:52,994 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 037/100 | step 00028/00625 | lr 1.920e-01 | atrl 2.977e+00 | trl0 2.494e+00 | nm 1.098e+02 | nmx 9.941e-01 | 
+2025-11-24 18:45:56,738 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 037/100 | step 00029/00625 | lr 1.920e-01 | atrl 3.081e+00 | trl0 2.577e+00 | nm 1.098e+02 | nmx 1.000e+00 | 
+2025-11-24 18:46:00,480 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 037/100 | step 00030/00625 | lr 1.920e-01 | atrl 3.044e+00 | trl0 2.551e+00 | nm 1.098e+02 | nmx 1.008e+00 | 
+2025-11-24 18:46:04,223 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 037/100 | step 00031/00625 | lr 1.920e-01 | atrl 3.089e+00 | trl0 2.579e+00 | nm 1.098e+02 | nmx 1.012e+00 | 
+2025-11-24 18:46:07,967 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 037/100 | step 00032/00625 | lr 1.920e-01 | atrl 3.036e+00 | trl0 2.520e+00 | nm 1.098e+02 | nmx 1.008e+00 | 
+2025-11-24 18:46:11,709 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 037/100 | step 00033/00625 | lr 1.920e-01 | atrl 3.054e+00 | trl0 2.560e+00 | nm 1.098e+02 | nmx 1.007e+00 | 
+2025-11-24 18:46:15,452 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 037/100 | step 00034/00625 | lr 1.920e-01 | atrl 3.048e+00 | trl0 2.537e+00 | nm 1.098e+02 | nmx 1.004e+00 | 
+2025-11-24 18:46:19,196 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 037/100 | step 00035/00625 | lr 1.920e-01 | atrl 3.113e+00 | trl0 2.609e+00 | nm 1.098e+02 | nmx 1.003e+00 | 
+2025-11-24 18:46:22,939 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 037/100 | step 00036/00625 | lr 1.920e-01 | atrl 3.034e+00 | trl0 2.530e+00 | nm 1.098e+02 | nmx 1.006e+00 | 
+2025-11-24 18:46:26,683 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 037/100 | step 00037/00625 | lr 1.920e-01 | atrl 3.106e+00 | trl0 2.594e+00 | nm 1.098e+02 | nmx 1.008e+00 | 
+2025-11-24 18:46:30,425 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 037/100 | step 00038/00625 | lr 1.920e-01 | atrl 3.081e+00 | trl0 2.574e+00 | nm 1.098e+02 | nmx 1.009e+00 | 
+2025-11-24 18:46:34,166 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 037/100 | step 00039/00625 | lr 1.920e-01 | atrl 3.035e+00 | trl0 2.536e+00 | nm 1.098e+02 | nmx 1.010e+00 | 
+2025-11-24 18:46:37,911 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 037/100 | step 00040/00625 | lr 1.920e-01 | atrl 3.105e+00 | trl0 2.592e+00 | nm 1.098e+02 | nmx 1.005e+00 | 
+2025-11-24 18:46:41,653 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 037/100 | step 00041/00625 | lr 1.920e-01 | atrl 3.153e+00 | trl0 2.641e+00 | nm 1.098e+02 | nmx 9.963e-01 | 
+2025-11-24 18:46:45,394 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 037/100 | step 00042/00625 | lr 1.920e-01 | atrl 3.029e+00 | trl0 2.541e+00 | nm 1.098e+02 | nmx 9.983e-01 | 
+2025-11-24 18:46:49,136 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 037/100 | step 00043/00625 | lr 1.920e-01 | atrl 3.101e+00 | trl0 2.606e+00 | nm 1.098e+02 | nmx 1.007e+00 | 
+2025-11-24 18:46:52,880 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 037/100 | step 00044/00625 | lr 1.920e-01 | atrl 3.135e+00 | trl0 2.612e+00 | nm 1.098e+02 | nmx 1.010e+00 | 
+2025-11-24 18:46:56,621 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 037/100 | step 00045/00625 | lr 1.920e-01 | atrl 3.078e+00 | trl0 2.557e+00 | nm 1.098e+02 | nmx 1.010e+00 | 
+2025-11-24 18:47:00,363 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 037/100 | step 00046/00625 | lr 1.920e-01 | atrl 3.116e+00 | trl0 2.613e+00 | nm 1.098e+02 | nmx 1.013e+00 | 
+2025-11-24 18:47:04,111 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 037/100 | step 00047/00625 | lr 1.920e-01 | atrl 3.003e+00 | trl0 2.486e+00 | nm 1.098e+02 | nmx 1.014e+00 | 
+2025-11-24 18:47:07,855 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 037/100 | step 00048/00625 | lr 1.920e-01 | atrl 3.073e+00 | trl0 2.567e+00 | nm 1.098e+02 | nmx 1.013e+00 | 
+2025-11-24 18:47:11,595 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 037/100 | step 00049/00625 | lr 1.920e-01 | atrl 3.034e+00 | trl0 2.533e+00 | nm 1.098e+02 | nmx 1.012e+00 | 
+2025-11-24 18:47:11,838 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 18:47:11,839 | INFO | Starting LR test 3/5: lr=1.0000
+2025-11-24 18:47:11,839 | INFO | Starting EoS for LR factor 1.0000
+2025-11-24 18:47:11,839 | INFO | Starting EoS for checkpoint 36
+2025-11-24 18:47:11,839 | INFO | Starting EoS for model resnet50
+2025-11-24 18:47:12,221 | INFO | Model state successfully loaded
+2025-11-24 18:47:12,813 | INFO | Wrapped model with DDP
+2025-11-24 18:47:12,815 | INFO | Current learning rate: 0.16000000000000003
+2025-11-24 18:47:12,815 | INFO | Original learning rate: 0.16000000000000003
+2025-11-24 18:47:12,821 | INFO | 🎯 Momentum Information:
+2025-11-24 18:47:12,821 | INFO |   Extracted vectors: 161
+2025-11-24 18:47:12,821 | INFO |   Has momentum state: True
+2025-11-24 18:47:20,412 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 037/100 | step 00000/00625 | lr 1.600e-01 | atrl 2.589e+00 | trl0 2.589e+00 | nm 1.098e+02 | nmx 3.648e-01 | 
+2025-11-24 18:47:24,155 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 037/100 | step 00001/00625 | lr 1.600e-01 | atrl 2.633e+00 | trl0 2.558e+00 | nm 1.098e+02 | nmx 6.495e-01 | 
+2025-11-24 18:47:27,897 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 037/100 | step 00002/00625 | lr 1.600e-01 | atrl 2.800e+00 | trl0 2.590e+00 | nm 1.098e+02 | nmx 8.291e-01 | 
+2025-11-24 18:47:31,641 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 037/100 | step 00003/00625 | lr 1.600e-01 | atrl 2.935e+00 | trl0 2.599e+00 | nm 1.098e+02 | nmx 8.959e-01 | 
+2025-11-24 18:47:35,382 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 037/100 | step 00004/00625 | lr 1.600e-01 | atrl 3.006e+00 | trl0 2.638e+00 | nm 1.098e+02 | nmx 8.715e-01 | 
+2025-11-24 18:47:39,124 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 037/100 | step 00005/00625 | lr 1.600e-01 | atrl 2.941e+00 | trl0 2.603e+00 | nm 1.098e+02 | nmx 7.993e-01 | 
+2025-11-24 18:47:42,866 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 037/100 | step 00006/00625 | lr 1.600e-01 | atrl 2.827e+00 | trl0 2.551e+00 | nm 1.098e+02 | nmx 7.404e-01 | 
+2025-11-24 18:47:46,609 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 037/100 | step 00007/00625 | lr 1.600e-01 | atrl 2.823e+00 | trl0 2.602e+00 | nm 1.098e+02 | nmx 7.458e-01 | 
+2025-11-24 18:47:50,349 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 037/100 | step 00008/00625 | lr 1.600e-01 | atrl 2.823e+00 | trl0 2.595e+00 | nm 1.098e+02 | nmx 8.040e-01 | 
+2025-11-24 18:47:54,090 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 037/100 | step 00009/00625 | lr 1.600e-01 | atrl 2.843e+00 | trl0 2.556e+00 | nm 1.098e+02 | nmx 8.685e-01 | 
+2025-11-24 18:47:57,831 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 037/100 | step 00010/00625 | lr 1.600e-01 | atrl 2.978e+00 | trl0 2.626e+00 | nm 1.098e+02 | nmx 9.040e-01 | 
+2025-11-24 18:48:01,576 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 037/100 | step 00011/00625 | lr 1.600e-01 | atrl 2.891e+00 | trl0 2.507e+00 | nm 1.098e+02 | nmx 9.010e-01 | 
+2025-11-24 18:48:05,318 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 037/100 | step 00012/00625 | lr 1.600e-01 | atrl 2.967e+00 | trl0 2.565e+00 | nm 1.098e+02 | nmx 8.679e-01 | 
+2025-11-24 18:48:09,059 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 037/100 | step 00013/00625 | lr 1.600e-01 | atrl 2.962e+00 | trl0 2.590e+00 | nm 1.098e+02 | nmx 8.344e-01 | 
+2025-11-24 18:48:12,802 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 037/100 | step 00014/00625 | lr 1.600e-01 | atrl 2.978e+00 | trl0 2.640e+00 | nm 1.098e+02 | nmx 8.237e-01 | 
+2025-11-24 18:48:16,544 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 037/100 | step 00015/00625 | lr 1.600e-01 | atrl 2.944e+00 | trl0 2.596e+00 | nm 1.098e+02 | nmx 8.375e-01 | 
+2025-11-24 18:48:20,286 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 037/100 | step 00016/00625 | lr 1.600e-01 | atrl 2.923e+00 | trl0 2.587e+00 | nm 1.098e+02 | nmx 8.676e-01 | 
+2025-11-24 18:48:24,027 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 037/100 | step 00017/00625 | lr 1.600e-01 | atrl 2.850e+00 | trl0 2.483e+00 | nm 1.098e+02 | nmx 8.943e-01 | 
+2025-11-24 18:48:27,768 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 037/100 | step 00018/00625 | lr 1.600e-01 | atrl 2.958e+00 | trl0 2.569e+00 | nm 1.098e+02 | nmx 9.046e-01 | 
+2025-11-24 18:48:31,510 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 037/100 | step 00019/00625 | lr 1.600e-01 | atrl 2.902e+00 | trl0 2.512e+00 | nm 1.098e+02 | nmx 9.000e-01 | 
+2025-11-24 18:48:35,252 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 037/100 | step 00020/00625 | lr 1.600e-01 | atrl 2.931e+00 | trl0 2.550e+00 | nm 1.098e+02 | nmx 8.897e-01 | 
+2025-11-24 18:48:38,994 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 037/100 | step 00021/00625 | lr 1.600e-01 | atrl 2.962e+00 | trl0 2.587e+00 | nm 1.098e+02 | nmx 8.820e-01 | 
+2025-11-24 18:48:42,734 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 037/100 | step 00022/00625 | lr 1.600e-01 | atrl 2.935e+00 | trl0 2.570e+00 | nm 1.098e+02 | nmx 8.812e-01 | 
+2025-11-24 18:48:46,477 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 037/100 | step 00023/00625 | lr 1.600e-01 | atrl 2.974e+00 | trl0 2.612e+00 | nm 1.098e+02 | nmx 8.897e-01 | 
+2025-11-24 18:48:50,219 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 037/100 | step 00024/00625 | lr 1.600e-01 | atrl 2.984e+00 | trl0 2.602e+00 | nm 1.098e+02 | nmx 9.023e-01 | 
+2025-11-24 18:48:53,963 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 037/100 | step 00025/00625 | lr 1.600e-01 | atrl 2.959e+00 | trl0 2.559e+00 | nm 1.098e+02 | nmx 9.107e-01 | 
+2025-11-24 18:48:57,706 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 037/100 | step 00026/00625 | lr 1.600e-01 | atrl 3.003e+00 | trl0 2.599e+00 | nm 1.098e+02 | nmx 9.116e-01 | 
+2025-11-24 18:49:01,449 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 037/100 | step 00027/00625 | lr 1.600e-01 | atrl 3.038e+00 | trl0 2.621e+00 | nm 1.098e+02 | nmx 9.062e-01 | 
+2025-11-24 18:49:05,192 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 037/100 | step 00028/00625 | lr 1.600e-01 | atrl 2.887e+00 | trl0 2.494e+00 | nm 1.098e+02 | nmx 9.023e-01 | 
+2025-11-24 18:49:08,933 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 037/100 | step 00029/00625 | lr 1.600e-01 | atrl 2.980e+00 | trl0 2.577e+00 | nm 1.098e+02 | nmx 8.980e-01 | 
+2025-11-24 18:49:12,675 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 037/100 | step 00030/00625 | lr 1.600e-01 | atrl 2.939e+00 | trl0 2.551e+00 | nm 1.098e+02 | nmx 8.986e-01 | 
+2025-11-24 18:49:16,418 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 037/100 | step 00031/00625 | lr 1.600e-01 | atrl 2.979e+00 | trl0 2.579e+00 | nm 1.098e+02 | nmx 9.026e-01 | 
+2025-11-24 18:49:20,159 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 037/100 | step 00032/00625 | lr 1.600e-01 | atrl 2.913e+00 | trl0 2.520e+00 | nm 1.098e+02 | nmx 9.100e-01 | 
+2025-11-24 18:49:23,902 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 037/100 | step 00033/00625 | lr 1.600e-01 | atrl 2.957e+00 | trl0 2.560e+00 | nm 1.098e+02 | nmx 9.160e-01 | 
+2025-11-24 18:49:27,645 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 037/100 | step 00034/00625 | lr 1.600e-01 | atrl 2.946e+00 | trl0 2.537e+00 | nm 1.098e+02 | nmx 9.145e-01 | 
+2025-11-24 18:49:31,388 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 037/100 | step 00035/00625 | lr 1.600e-01 | atrl 3.020e+00 | trl0 2.609e+00 | nm 1.098e+02 | nmx 9.092e-01 | 
+2025-11-24 18:49:35,128 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 037/100 | step 00036/00625 | lr 1.600e-01 | atrl 2.931e+00 | trl0 2.530e+00 | nm 1.098e+02 | nmx 9.065e-01 | 
+2025-11-24 18:49:38,868 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 037/100 | step 00037/00625 | lr 1.600e-01 | atrl 2.989e+00 | trl0 2.594e+00 | nm 1.098e+02 | nmx 9.069e-01 | 
+2025-11-24 18:49:42,610 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 037/100 | step 00038/00625 | lr 1.600e-01 | atrl 2.968e+00 | trl0 2.574e+00 | nm 1.098e+02 | nmx 9.087e-01 | 
+2025-11-24 18:49:46,354 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 037/100 | step 00039/00625 | lr 1.600e-01 | atrl 2.934e+00 | trl0 2.536e+00 | nm 1.098e+02 | nmx 9.109e-01 | 
+2025-11-24 18:49:50,097 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 037/100 | step 00040/00625 | lr 1.600e-01 | atrl 2.997e+00 | trl0 2.592e+00 | nm 1.098e+02 | nmx 9.114e-01 | 
+2025-11-24 18:49:53,839 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 037/100 | step 00041/00625 | lr 1.600e-01 | atrl 3.048e+00 | trl0 2.641e+00 | nm 1.098e+02 | nmx 9.092e-01 | 
+2025-11-24 18:49:57,579 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 037/100 | step 00042/00625 | lr 1.600e-01 | atrl 2.946e+00 | trl0 2.541e+00 | nm 1.098e+02 | nmx 9.067e-01 | 
+2025-11-24 18:50:01,321 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 037/100 | step 00043/00625 | lr 1.600e-01 | atrl 3.003e+00 | trl0 2.606e+00 | nm 1.098e+02 | nmx 9.089e-01 | 
+2025-11-24 18:50:05,063 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 037/100 | step 00044/00625 | lr 1.600e-01 | atrl 3.020e+00 | trl0 2.612e+00 | nm 1.098e+02 | nmx 9.109e-01 | 
+2025-11-24 18:50:08,806 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 037/100 | step 00045/00625 | lr 1.600e-01 | atrl 2.978e+00 | trl0 2.557e+00 | nm 1.098e+02 | nmx 9.094e-01 | 
+2025-11-24 18:50:12,548 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 037/100 | step 00046/00625 | lr 1.600e-01 | atrl 3.010e+00 | trl0 2.613e+00 | nm 1.098e+02 | nmx 9.120e-01 | 
+2025-11-24 18:50:16,291 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 037/100 | step 00047/00625 | lr 1.600e-01 | atrl 2.894e+00 | trl0 2.486e+00 | nm 1.098e+02 | nmx 9.143e-01 | 
+2025-11-24 18:50:20,033 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 037/100 | step 00048/00625 | lr 1.600e-01 | atrl 2.969e+00 | trl0 2.567e+00 | nm 1.098e+02 | nmx 9.150e-01 | 
+2025-11-24 18:50:23,774 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 037/100 | step 00049/00625 | lr 1.600e-01 | atrl 2.933e+00 | trl0 2.533e+00 | nm 1.098e+02 | nmx 9.144e-01 | 
+2025-11-24 18:50:24,416 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 18:50:24,416 | INFO | Starting LR test 4/5: lr=0.8000
+2025-11-24 18:50:24,416 | INFO | Starting EoS for LR factor 0.8000
+2025-11-24 18:50:24,417 | INFO | Starting EoS for checkpoint 36
+2025-11-24 18:50:24,417 | INFO | Starting EoS for model resnet50
+2025-11-24 18:50:24,798 | INFO | Model state successfully loaded
+2025-11-24 18:50:25,048 | INFO | Wrapped model with DDP
+2025-11-24 18:50:25,051 | INFO | Current learning rate: 0.128
+2025-11-24 18:50:25,051 | INFO | Original learning rate: 0.16000000000000003
+2025-11-24 18:50:25,055 | INFO | 🎯 Momentum Information:
+2025-11-24 18:50:25,055 | INFO |   Extracted vectors: 161
+2025-11-24 18:50:25,055 | INFO |   Has momentum state: True
+2025-11-24 18:50:32,721 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 037/100 | step 00000/00625 | lr 1.280e-01 | atrl 2.589e+00 | trl0 2.589e+00 | nm 1.098e+02 | nmx 2.919e-01 | 
+2025-11-24 18:50:36,463 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 037/100 | step 00001/00625 | lr 1.280e-01 | atrl 2.606e+00 | trl0 2.558e+00 | nm 1.098e+02 | nmx 5.295e-01 | 
+2025-11-24 18:50:40,207 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 037/100 | step 00002/00625 | lr 1.280e-01 | atrl 2.726e+00 | trl0 2.590e+00 | nm 1.098e+02 | nmx 6.975e-01 | 
+2025-11-24 18:50:43,950 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 037/100 | step 00003/00625 | lr 1.280e-01 | atrl 2.832e+00 | trl0 2.599e+00 | nm 1.098e+02 | nmx 7.869e-01 | 
+2025-11-24 18:50:47,693 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 037/100 | step 00004/00625 | lr 1.280e-01 | atrl 2.916e+00 | trl0 2.638e+00 | nm 1.098e+02 | nmx 8.058e-01 | 
+2025-11-24 18:50:51,436 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 037/100 | step 00005/00625 | lr 1.280e-01 | atrl 2.888e+00 | trl0 2.603e+00 | nm 1.098e+02 | nmx 7.735e-01 | 
+2025-11-24 18:50:55,179 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 037/100 | step 00006/00625 | lr 1.280e-01 | atrl 2.809e+00 | trl0 2.551e+00 | nm 1.098e+02 | nmx 7.210e-01 | 
+2025-11-24 18:50:58,921 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 037/100 | step 00007/00625 | lr 1.280e-01 | atrl 2.807e+00 | trl0 2.602e+00 | nm 1.098e+02 | nmx 6.875e-01 | 
+2025-11-24 18:51:02,664 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 037/100 | step 00008/00625 | lr 1.280e-01 | atrl 2.772e+00 | trl0 2.595e+00 | nm 1.098e+02 | nmx 6.931e-01 | 
+2025-11-24 18:51:06,407 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 037/100 | step 00009/00625 | lr 1.280e-01 | atrl 2.745e+00 | trl0 2.556e+00 | nm 1.098e+02 | nmx 7.297e-01 | 
+2025-11-24 18:51:10,152 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 037/100 | step 00010/00625 | lr 1.280e-01 | atrl 2.850e+00 | trl0 2.626e+00 | nm 1.098e+02 | nmx 7.726e-01 | 
+2025-11-24 18:51:13,895 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 037/100 | step 00011/00625 | lr 1.280e-01 | atrl 2.762e+00 | trl0 2.507e+00 | nm 1.098e+02 | nmx 8.028e-01 | 
+2025-11-24 18:51:17,637 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 037/100 | step 00012/00625 | lr 1.280e-01 | atrl 2.865e+00 | trl0 2.565e+00 | nm 1.098e+02 | nmx 8.073e-01 | 
+2025-11-24 18:51:21,381 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 037/100 | step 00013/00625 | lr 1.280e-01 | atrl 2.902e+00 | trl0 2.590e+00 | nm 1.098e+02 | nmx 7.907e-01 | 
+2025-11-24 18:51:25,122 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 037/100 | step 00014/00625 | lr 1.280e-01 | atrl 2.930e+00 | trl0 2.640e+00 | nm 1.098e+02 | nmx 7.681e-01 | 
+2025-11-24 18:51:28,866 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 037/100 | step 00015/00625 | lr 1.280e-01 | atrl 2.884e+00 | trl0 2.596e+00 | nm 1.098e+02 | nmx 7.508e-01 | 
+2025-11-24 18:51:32,609 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 037/100 | step 00016/00625 | lr 1.280e-01 | atrl 2.851e+00 | trl0 2.587e+00 | nm 1.098e+02 | nmx 7.471e-01 | 
+2025-11-24 18:51:36,353 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 037/100 | step 00017/00625 | lr 1.280e-01 | atrl 2.748e+00 | trl0 2.483e+00 | nm 1.098e+02 | nmx 7.579e-01 | 
+2025-11-24 18:51:40,097 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 037/100 | step 00018/00625 | lr 1.280e-01 | atrl 2.843e+00 | trl0 2.569e+00 | nm 1.098e+02 | nmx 7.765e-01 | 
+2025-11-24 18:51:43,841 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 037/100 | step 00019/00625 | lr 1.280e-01 | atrl 2.797e+00 | trl0 2.512e+00 | nm 1.098e+02 | nmx 7.937e-01 | 
+2025-11-24 18:51:47,584 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 037/100 | step 00020/00625 | lr 1.280e-01 | atrl 2.841e+00 | trl0 2.550e+00 | nm 1.098e+02 | nmx 8.045e-01 | 
+2025-11-24 18:51:51,329 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 037/100 | step 00021/00625 | lr 1.280e-01 | atrl 2.886e+00 | trl0 2.587e+00 | nm 1.098e+02 | nmx 8.078e-01 | 
+2025-11-24 18:51:55,072 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 037/100 | step 00022/00625 | lr 1.280e-01 | atrl 2.861e+00 | trl0 2.570e+00 | nm 1.098e+02 | nmx 8.053e-01 | 
+2025-11-24 18:51:58,817 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 037/100 | step 00023/00625 | lr 1.280e-01 | atrl 2.906e+00 | trl0 2.612e+00 | nm 1.098e+02 | nmx 7.993e-01 | 
+2025-11-24 18:52:02,561 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 037/100 | step 00024/00625 | lr 1.280e-01 | atrl 2.898e+00 | trl0 2.602e+00 | nm 1.098e+02 | nmx 7.951e-01 | 
+2025-11-24 18:52:06,305 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 037/100 | step 00025/00625 | lr 1.280e-01 | atrl 2.854e+00 | trl0 2.559e+00 | nm 1.098e+02 | nmx 7.960e-01 | 
+2025-11-24 18:52:10,047 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 037/100 | step 00026/00625 | lr 1.280e-01 | atrl 2.889e+00 | trl0 2.599e+00 | nm 1.098e+02 | nmx 8.017e-01 | 
+2025-11-24 18:52:13,789 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 037/100 | step 00027/00625 | lr 1.280e-01 | atrl 2.927e+00 | trl0 2.621e+00 | nm 1.098e+02 | nmx 8.076e-01 | 
+2025-11-24 18:52:17,533 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 037/100 | step 00028/00625 | lr 1.280e-01 | atrl 2.792e+00 | trl0 2.494e+00 | nm 1.098e+02 | nmx 8.129e-01 | 
+2025-11-24 18:52:21,277 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 037/100 | step 00029/00625 | lr 1.280e-01 | atrl 2.890e+00 | trl0 2.577e+00 | nm 1.098e+02 | nmx 8.140e-01 | 
+2025-11-24 18:52:25,020 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 037/100 | step 00030/00625 | lr 1.280e-01 | atrl 2.858e+00 | trl0 2.551e+00 | nm 1.098e+02 | nmx 8.132e-01 | 
+2025-11-24 18:52:28,764 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 037/100 | step 00031/00625 | lr 1.280e-01 | atrl 2.897e+00 | trl0 2.579e+00 | nm 1.098e+02 | nmx 8.089e-01 | 
+2025-11-24 18:52:32,506 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 037/100 | step 00032/00625 | lr 1.280e-01 | atrl 2.831e+00 | trl0 2.520e+00 | nm 1.098e+02 | nmx 8.044e-01 | 
+2025-11-24 18:52:36,249 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 037/100 | step 00033/00625 | lr 1.280e-01 | atrl 2.863e+00 | trl0 2.560e+00 | nm 1.098e+02 | nmx 8.039e-01 | 
+2025-11-24 18:52:39,993 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 037/100 | step 00034/00625 | lr 1.280e-01 | atrl 2.838e+00 | trl0 2.537e+00 | nm 1.098e+02 | nmx 8.057e-01 | 
+2025-11-24 18:52:43,738 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 037/100 | step 00035/00625 | lr 1.280e-01 | atrl 2.921e+00 | trl0 2.609e+00 | nm 1.098e+02 | nmx 8.062e-01 | 
+2025-11-24 18:52:47,481 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 037/100 | step 00036/00625 | lr 1.280e-01 | atrl 2.834e+00 | trl0 2.530e+00 | nm 1.098e+02 | nmx 8.068e-01 | 
+2025-11-24 18:52:51,225 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 037/100 | step 00037/00625 | lr 1.280e-01 | atrl 2.890e+00 | trl0 2.594e+00 | nm 1.098e+02 | nmx 8.095e-01 | 
+2025-11-24 18:52:54,969 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 037/100 | step 00038/00625 | lr 1.280e-01 | atrl 2.871e+00 | trl0 2.574e+00 | nm 1.098e+02 | nmx 8.123e-01 | 
+2025-11-24 18:52:58,714 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 037/100 | step 00039/00625 | lr 1.280e-01 | atrl 2.848e+00 | trl0 2.536e+00 | nm 1.098e+02 | nmx 8.112e-01 | 
+2025-11-24 18:53:02,458 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 037/100 | step 00040/00625 | lr 1.280e-01 | atrl 2.909e+00 | trl0 2.592e+00 | nm 1.098e+02 | nmx 8.070e-01 | 
+2025-11-24 18:53:06,201 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 037/100 | step 00041/00625 | lr 1.280e-01 | atrl 2.944e+00 | trl0 2.641e+00 | nm 1.098e+02 | nmx 8.047e-01 | 
+2025-11-24 18:53:09,945 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 037/100 | step 00042/00625 | lr 1.280e-01 | atrl 2.842e+00 | trl0 2.541e+00 | nm 1.098e+02 | nmx 8.040e-01 | 
+2025-11-24 18:53:13,688 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 037/100 | step 00043/00625 | lr 1.280e-01 | atrl 2.910e+00 | trl0 2.606e+00 | nm 1.098e+02 | nmx 8.049e-01 | 
+2025-11-24 18:53:17,432 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 037/100 | step 00044/00625 | lr 1.280e-01 | atrl 2.914e+00 | trl0 2.612e+00 | nm 1.098e+02 | nmx 8.078e-01 | 
+2025-11-24 18:53:21,173 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 037/100 | step 00045/00625 | lr 1.280e-01 | atrl 2.875e+00 | trl0 2.557e+00 | nm 1.098e+02 | nmx 8.092e-01 | 
+2025-11-24 18:53:24,916 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 037/100 | step 00046/00625 | lr 1.280e-01 | atrl 2.914e+00 | trl0 2.613e+00 | nm 1.098e+02 | nmx 8.118e-01 | 
+2025-11-24 18:53:28,659 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 037/100 | step 00047/00625 | lr 1.280e-01 | atrl 2.797e+00 | trl0 2.486e+00 | nm 1.098e+02 | nmx 8.125e-01 | 
+2025-11-24 18:53:32,403 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 037/100 | step 00048/00625 | lr 1.280e-01 | atrl 2.869e+00 | trl0 2.567e+00 | nm 1.098e+02 | nmx 8.123e-01 | 
+2025-11-24 18:53:36,146 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 037/100 | step 00049/00625 | lr 1.280e-01 | atrl 2.839e+00 | trl0 2.533e+00 | nm 1.098e+02 | nmx 8.109e-01 | 
+2025-11-24 18:53:36,731 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 18:53:36,731 | INFO | Starting LR test 5/5: lr=0.6000
+2025-11-24 18:53:36,731 | INFO | Starting EoS for LR factor 0.6000
+2025-11-24 18:53:36,731 | INFO | Starting EoS for checkpoint 36
+2025-11-24 18:53:36,731 | INFO | Starting EoS for model resnet50
+2025-11-24 18:53:37,114 | INFO | Model state successfully loaded
+2025-11-24 18:53:37,369 | INFO | Wrapped model with DDP
+2025-11-24 18:53:37,371 | INFO | Current learning rate: 0.09600000000000002
+2025-11-24 18:53:37,371 | INFO | Original learning rate: 0.16000000000000003
+2025-11-24 18:53:37,375 | INFO | 🎯 Momentum Information:
+2025-11-24 18:53:37,375 | INFO |   Extracted vectors: 161
+2025-11-24 18:53:37,375 | INFO |   Has momentum state: True
+2025-11-24 18:53:44,898 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 037/100 | step 00000/00625 | lr 9.600e-02 | atrl 2.589e+00 | trl0 2.589e+00 | nm 1.098e+02 | nmx 2.189e-01 | 
+2025-11-24 18:53:48,639 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 037/100 | step 00001/00625 | lr 9.600e-02 | atrl 2.585e+00 | trl0 2.558e+00 | nm 1.098e+02 | nmx 4.046e-01 | 
+2025-11-24 18:53:52,381 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 037/100 | step 00002/00625 | lr 9.600e-02 | atrl 2.666e+00 | trl0 2.590e+00 | nm 1.098e+02 | nmx 5.496e-01 | 
+2025-11-24 18:53:56,123 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 037/100 | step 00003/00625 | lr 9.600e-02 | atrl 2.739e+00 | trl0 2.599e+00 | nm 1.098e+02 | nmx 6.467e-01 | 
+2025-11-24 18:53:59,864 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 037/100 | step 00004/00625 | lr 9.600e-02 | atrl 2.817e+00 | trl0 2.638e+00 | nm 1.098e+02 | nmx 6.973e-01 | 
+2025-11-24 18:54:03,606 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 037/100 | step 00005/00625 | lr 9.600e-02 | atrl 2.810e+00 | trl0 2.603e+00 | nm 1.098e+02 | nmx 7.070e-01 | 
+2025-11-24 18:54:07,350 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 037/100 | step 00006/00625 | lr 9.600e-02 | atrl 2.763e+00 | trl0 2.551e+00 | nm 1.098e+02 | nmx 6.870e-01 | 
+2025-11-24 18:54:11,091 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 037/100 | step 00007/00625 | lr 9.600e-02 | atrl 2.784e+00 | trl0 2.602e+00 | nm 1.098e+02 | nmx 6.567e-01 | 
+2025-11-24 18:54:14,834 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 037/100 | step 00008/00625 | lr 9.600e-02 | atrl 2.750e+00 | trl0 2.595e+00 | nm 1.098e+02 | nmx 6.326e-01 | 
+2025-11-24 18:54:18,577 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 037/100 | step 00009/00625 | lr 9.600e-02 | atrl 2.696e+00 | trl0 2.556e+00 | nm 1.098e+02 | nmx 6.262e-01 | 
+2025-11-24 18:54:22,319 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 037/100 | step 00010/00625 | lr 9.600e-02 | atrl 2.765e+00 | trl0 2.626e+00 | nm 1.098e+02 | nmx 6.379e-01 | 
+2025-11-24 18:54:26,060 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 037/100 | step 00011/00625 | lr 9.600e-02 | atrl 2.651e+00 | trl0 2.507e+00 | nm 1.098e+02 | nmx 6.614e-01 | 
+2025-11-24 18:54:29,802 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 037/100 | step 00012/00625 | lr 9.600e-02 | atrl 2.741e+00 | trl0 2.565e+00 | nm 1.098e+02 | nmx 6.835e-01 | 
+2025-11-24 18:54:33,545 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 037/100 | step 00013/00625 | lr 9.600e-02 | atrl 2.791e+00 | trl0 2.590e+00 | nm 1.098e+02 | nmx 6.962e-01 | 
+2025-11-24 18:54:37,287 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 037/100 | step 00014/00625 | lr 9.600e-02 | atrl 2.846e+00 | trl0 2.640e+00 | nm 1.098e+02 | nmx 6.986e-01 | 
+2025-11-24 18:54:41,028 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 037/100 | step 00015/00625 | lr 9.600e-02 | atrl 2.815e+00 | trl0 2.596e+00 | nm 1.098e+02 | nmx 6.917e-01 | 
+2025-11-24 18:54:44,768 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 037/100 | step 00016/00625 | lr 9.600e-02 | atrl 2.799e+00 | trl0 2.587e+00 | nm 1.098e+02 | nmx 6.795e-01 | 
+2025-11-24 18:54:48,510 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 037/100 | step 00017/00625 | lr 9.600e-02 | atrl 2.691e+00 | trl0 2.483e+00 | nm 1.098e+02 | nmx 6.674e-01 | 
+2025-11-24 18:54:52,253 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 037/100 | step 00018/00625 | lr 9.600e-02 | atrl 2.775e+00 | trl0 2.569e+00 | nm 1.098e+02 | nmx 6.598e-01 | 
+2025-11-24 18:54:55,995 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 037/100 | step 00019/00625 | lr 9.600e-02 | atrl 2.712e+00 | trl0 2.512e+00 | nm 1.098e+02 | nmx 6.594e-01 | 
+2025-11-24 18:54:59,736 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 037/100 | step 00020/00625 | lr 9.600e-02 | atrl 2.747e+00 | trl0 2.550e+00 | nm 1.098e+02 | nmx 6.664e-01 | 
+2025-11-24 18:55:03,478 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 037/100 | step 00021/00625 | lr 9.600e-02 | atrl 2.784e+00 | trl0 2.587e+00 | nm 1.098e+02 | nmx 6.789e-01 | 
+2025-11-24 18:55:07,220 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 037/100 | step 00022/00625 | lr 9.600e-02 | atrl 2.771e+00 | trl0 2.570e+00 | nm 1.098e+02 | nmx 6.921e-01 | 
+2025-11-24 18:55:10,962 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 037/100 | step 00023/00625 | lr 9.600e-02 | atrl 2.820e+00 | trl0 2.612e+00 | nm 1.098e+02 | nmx 7.016e-01 | 
+2025-11-24 18:55:14,704 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 037/100 | step 00024/00625 | lr 9.600e-02 | atrl 2.826e+00 | trl0 2.602e+00 | nm 1.098e+02 | nmx 7.048e-01 | 
+2025-11-24 18:55:18,448 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 037/100 | step 00025/00625 | lr 9.600e-02 | atrl 2.780e+00 | trl0 2.559e+00 | nm 1.098e+02 | nmx 7.039e-01 | 
+2025-11-24 18:55:22,190 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 037/100 | step 00026/00625 | lr 9.600e-02 | atrl 2.814e+00 | trl0 2.599e+00 | nm 1.098e+02 | nmx 7.014e-01 | 
+2025-11-24 18:55:25,932 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 037/100 | step 00027/00625 | lr 9.600e-02 | atrl 2.837e+00 | trl0 2.621e+00 | nm 1.098e+02 | nmx 6.992e-01 | 
+2025-11-24 18:55:29,675 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 037/100 | step 00028/00625 | lr 9.600e-02 | atrl 2.701e+00 | trl0 2.494e+00 | nm 1.098e+02 | nmx 6.990e-01 | 
+2025-11-24 18:55:33,418 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 037/100 | step 00029/00625 | lr 9.600e-02 | atrl 2.794e+00 | trl0 2.577e+00 | nm 1.098e+02 | nmx 6.992e-01 | 
+2025-11-24 18:55:37,161 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 037/100 | step 00030/00625 | lr 9.600e-02 | atrl 2.762e+00 | trl0 2.551e+00 | nm 1.098e+02 | nmx 7.011e-01 | 
+2025-11-24 18:55:40,902 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 037/100 | step 00031/00625 | lr 9.600e-02 | atrl 2.789e+00 | trl0 2.579e+00 | nm 1.098e+02 | nmx 7.044e-01 | 
+2025-11-24 18:55:44,644 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 037/100 | step 00032/00625 | lr 9.600e-02 | atrl 2.741e+00 | trl0 2.520e+00 | nm 1.098e+02 | nmx 7.060e-01 | 
+2025-11-24 18:55:48,385 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 037/100 | step 00033/00625 | lr 9.600e-02 | atrl 2.779e+00 | trl0 2.560e+00 | nm 1.098e+02 | nmx 7.056e-01 | 
+2025-11-24 18:55:52,128 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 037/100 | step 00034/00625 | lr 9.600e-02 | atrl 2.755e+00 | trl0 2.537e+00 | nm 1.098e+02 | nmx 7.034e-01 | 
+2025-11-24 18:55:55,870 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 037/100 | step 00035/00625 | lr 9.600e-02 | atrl 2.831e+00 | trl0 2.609e+00 | nm 1.098e+02 | nmx 7.004e-01 | 
+2025-11-24 18:55:59,611 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 037/100 | step 00036/00625 | lr 9.600e-02 | atrl 2.743e+00 | trl0 2.530e+00 | nm 1.098e+02 | nmx 6.983e-01 | 
+2025-11-24 18:56:03,352 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 037/100 | step 00037/00625 | lr 9.600e-02 | atrl 2.804e+00 | trl0 2.594e+00 | nm 1.098e+02 | nmx 6.981e-01 | 
+2025-11-24 18:56:07,094 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 037/100 | step 00038/00625 | lr 9.600e-02 | atrl 2.784e+00 | trl0 2.574e+00 | nm 1.098e+02 | nmx 6.996e-01 | 
+2025-11-24 18:56:10,834 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 037/100 | step 00039/00625 | lr 9.600e-02 | atrl 2.755e+00 | trl0 2.536e+00 | nm 1.098e+02 | nmx 7.004e-01 | 
+2025-11-24 18:56:14,577 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 037/100 | step 00040/00625 | lr 9.600e-02 | atrl 2.817e+00 | trl0 2.592e+00 | nm 1.098e+02 | nmx 6.990e-01 | 
+2025-11-24 18:56:18,320 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 037/100 | step 00041/00625 | lr 9.600e-02 | atrl 2.860e+00 | trl0 2.641e+00 | nm 1.098e+02 | nmx 6.970e-01 | 
+2025-11-24 18:56:22,062 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 037/100 | step 00042/00625 | lr 9.600e-02 | atrl 2.749e+00 | trl0 2.541e+00 | nm 1.098e+02 | nmx 6.963e-01 | 
+2025-11-24 18:56:25,805 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 037/100 | step 00043/00625 | lr 9.600e-02 | atrl 2.821e+00 | trl0 2.606e+00 | nm 1.098e+02 | nmx 6.961e-01 | 
+2025-11-24 18:56:29,546 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 037/100 | step 00044/00625 | lr 9.600e-02 | atrl 2.824e+00 | trl0 2.612e+00 | nm 1.098e+02 | nmx 6.963e-01 | 
+2025-11-24 18:56:33,287 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 037/100 | step 00045/00625 | lr 9.600e-02 | atrl 2.781e+00 | trl0 2.557e+00 | nm 1.098e+02 | nmx 6.958e-01 | 
+2025-11-24 18:56:37,030 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 037/100 | step 00046/00625 | lr 9.600e-02 | atrl 2.821e+00 | trl0 2.613e+00 | nm 1.098e+02 | nmx 6.976e-01 | 
+2025-11-24 18:56:40,771 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 037/100 | step 00047/00625 | lr 9.600e-02 | atrl 2.700e+00 | trl0 2.486e+00 | nm 1.098e+02 | nmx 7.000e-01 | 
+2025-11-24 18:56:44,513 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 037/100 | step 00048/00625 | lr 9.600e-02 | atrl 2.781e+00 | trl0 2.567e+00 | nm 1.098e+02 | nmx 7.013e-01 | 
+2025-11-24 18:56:48,254 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 037/100 | step 00049/00625 | lr 9.600e-02 | atrl 2.749e+00 | trl0 2.533e+00 | nm 1.098e+02 | nmx 7.015e-01 | 
diff --git a/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-4/train.jsonl b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-4/train.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..67e5bbf042511345f7c87fe44e43f6af25f54bbd
--- /dev/null
+++ b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-4/train.jsonl
@@ -0,0 +1,250 @@
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diff --git a/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-4/train.log b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-4/train.log
new file mode 100644
index 0000000000000000000000000000000000000000..96c72857bd544f766be71de6dbf5c731fbd8f81b
--- /dev/null
+++ b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-4/train.log
@@ -0,0 +1,311 @@
+2025-11-24 16:39:46,630 | INFO | LR factors: [1.4 1.2 1.  0.8 0.6]
+2025-11-24 16:39:49,054 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 16:39:49,054 | INFO | Starting LR test 1/5: lr=1.4000
+2025-11-24 16:39:49,054 | INFO | Starting EoS for LR factor 1.4000
+2025-11-24 16:39:49,054 | INFO | Starting EoS for checkpoint 4
+2025-11-24 16:39:49,054 | INFO | Starting EoS for model resnet50
+2025-11-24 16:39:49,491 | INFO | Model state successfully loaded
+2025-11-24 16:39:50,664 | INFO | Wrapped model with DDP
+2025-11-24 16:39:50,666 | INFO | Current learning rate: 1.1211200000000001
+2025-11-24 16:39:50,666 | INFO | Original learning rate: 0.8008000000000002
+2025-11-24 16:39:50,690 | INFO | 🎯 Momentum Information:
+2025-11-24 16:39:50,690 | INFO |   Extracted vectors: 161
+2025-11-24 16:39:50,690 | INFO |   Has momentum state: True
+2025-11-24 16:39:59,536 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 005/100 | step 00000/00625 | lr 1.121e+00 | atrl 4.030e+00 | trl0 4.030e+00 | nm 1.313e+02 | nmx 1.543e+00 | 
+2025-11-24 16:40:03,346 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 005/100 | step 00001/00625 | lr 1.121e+00 | atrl 5.162e+00 | trl0 3.919e+00 | nm 1.313e+02 | nmx 1.374e+00 | 
+2025-11-24 16:40:07,091 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 005/100 | step 00002/00625 | lr 1.121e+00 | atrl 4.927e+00 | trl0 4.014e+00 | nm 1.314e+02 | nmx 1.209e+00 | 
+2025-11-24 16:40:10,831 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 005/100 | step 00003/00625 | lr 1.121e+00 | atrl 4.774e+00 | trl0 3.935e+00 | nm 1.314e+02 | nmx 1.684e+00 | 
+2025-11-24 16:40:14,574 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 005/100 | step 00004/00625 | lr 1.121e+00 | atrl 5.594e+00 | trl0 3.941e+00 | nm 1.314e+02 | nmx 1.396e+00 | 
+2025-11-24 16:40:18,316 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 005/100 | step 00005/00625 | lr 1.121e+00 | atrl 5.244e+00 | trl0 3.999e+00 | nm 1.314e+02 | nmx 1.567e+00 | 
+2025-11-24 16:40:22,057 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 005/100 | step 00006/00625 | lr 1.121e+00 | atrl 5.540e+00 | trl0 3.953e+00 | nm 1.314e+02 | nmx 1.792e+00 | 
+2025-11-24 16:40:25,801 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 005/100 | step 00007/00625 | lr 1.121e+00 | atrl 5.834e+00 | trl0 3.927e+00 | nm 1.314e+02 | nmx 1.609e+00 | 
+2025-11-24 16:40:29,544 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 005/100 | step 00008/00625 | lr 1.121e+00 | atrl 5.716e+00 | trl0 4.032e+00 | nm 1.314e+02 | nmx 1.840e+00 | 
+2025-11-24 16:40:33,287 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 005/100 | step 00009/00625 | lr 1.121e+00 | atrl 6.174e+00 | trl0 3.966e+00 | nm 1.314e+02 | nmx 1.913e+00 | 
+2025-11-24 16:40:37,030 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 005/100 | step 00010/00625 | lr 1.121e+00 | atrl 6.517e+00 | trl0 3.977e+00 | nm 1.314e+02 | nmx 1.957e+00 | 
+2025-11-24 16:40:40,772 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 005/100 | step 00011/00625 | lr 1.121e+00 | atrl 6.888e+00 | trl0 3.998e+00 | nm 1.314e+02 | nmx 2.247e+00 | 
+2025-11-24 16:40:44,516 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 005/100 | step 00012/00625 | lr 1.121e+00 | atrl 8.296e+00 | trl0 3.918e+00 | nm 1.314e+02 | nmx 2.774e+00 | 
+2025-11-24 16:40:48,260 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 005/100 | step 00013/00625 | lr 1.121e+00 | atrl 1.259e+01 | trl0 4.007e+00 | nm 1.314e+02 | nmx 3.981e+00 | 
+2025-11-24 16:40:52,003 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 005/100 | step 00014/00625 | lr 1.121e+00 | atrl 2.471e+01 | trl0 3.963e+00 | nm 1.315e+02 | nmx 6.011e+00 | 
+2025-11-24 16:40:55,748 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 005/100 | step 00015/00625 | lr 1.121e+00 | atrl 5.733e+01 | trl0 3.985e+00 | nm 1.318e+02 | nmx 1.045e+01 | 
+2025-11-24 16:40:59,492 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 005/100 | step 00016/00625 | lr 1.121e+00 | atrl 1.711e+02 | trl0 3.997e+00 | nm 1.326e+02 | nmx 1.805e+01 | 
+2025-11-24 16:41:03,240 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 005/100 | step 00017/00625 | lr 1.121e+00 | atrl 5.080e+02 | trl0 4.085e+00 | nm 1.349e+02 | nmx 3.102e+01 | 
+2025-11-24 16:41:06,984 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 005/100 | step 00018/00625 | lr 1.121e+00 | atrl 1.352e+03 | trl0 4.001e+00 | nm 1.384e+02 | nmx 4.373e+01 | 
+2025-11-24 16:41:10,728 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 005/100 | step 00019/00625 | lr 1.121e+00 | atrl 2.698e+03 | trl0 3.984e+00 | nm 1.464e+02 | nmx 6.469e+01 | 
+2025-11-24 16:41:14,471 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 005/100 | step 00020/00625 | lr 1.121e+00 | atrl 6.108e+03 | trl0 3.931e+00 | nm 1.667e+02 | nmx 1.026e+02 | 
+2025-11-24 16:41:18,215 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 005/100 | step 00021/00625 | lr 1.121e+00 | atrl 1.656e+04 | trl0 3.923e+00 | nm 2.296e+02 | nmx 1.884e+02 | 
+2025-11-24 16:41:21,957 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 005/100 | step 00022/00625 | lr 1.121e+00 | atrl 5.666e+04 | trl0 3.936e+00 | nm 3.713e+02 | nmx 3.473e+02 | 
+2025-11-24 16:41:25,701 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 005/100 | step 00023/00625 | lr 1.121e+00 | atrl 1.879e+05 | trl0 3.946e+00 | nm 6.160e+02 | nmx 6.019e+02 | 
+2025-11-24 16:41:29,443 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 005/100 | step 00024/00625 | lr 1.121e+00 | atrl 5.148e+05 | trl0 3.956e+00 | nm 8.816e+02 | nmx 8.718e+02 | 
+2025-11-24 16:41:33,185 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 005/100 | step 00025/00625 | lr 1.121e+00 | atrl 1.065e+06 | trl0 3.940e+00 | nm 1.306e+03 | nmx 1.299e+03 | 
+2025-11-24 16:41:36,928 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 005/100 | step 00026/00625 | lr 1.121e+00 | atrl 2.471e+06 | trl0 3.936e+00 | nm 2.138e+03 | nmx 2.134e+03 | 
+2025-11-24 16:41:40,671 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 005/100 | step 00027/00625 | lr 1.121e+00 | atrl 6.563e+06 | trl0 4.013e+00 | nm 3.321e+03 | nmx 3.318e+03 | 
+2025-11-24 16:41:44,414 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 005/100 | step 00028/00625 | lr 1.121e+00 | atrl 1.536e+07 | trl0 3.985e+00 | nm 4.793e+03 | nmx 4.791e+03 | 
+2025-11-24 16:41:48,156 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 005/100 | step 00029/00625 | lr 1.121e+00 | atrl 3.332e+07 | trl0 3.924e+00 | nm 7.449e+03 | nmx 7.448e+03 | 
+2025-11-24 16:41:51,898 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 005/100 | step 00030/00625 | lr 1.121e+00 | atrl 8.347e+07 | trl0 3.898e+00 | nm 1.249e+04 | nmx 1.249e+04 | 
+2025-11-24 16:41:55,639 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 005/100 | step 00031/00625 | lr 1.121e+00 | atrl 2.325e+08 | trl0 3.968e+00 | nm 1.997e+04 | nmx 1.997e+04 | 
+2025-11-24 16:41:59,379 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 005/100 | step 00032/00625 | lr 1.121e+00 | atrl 5.974e+08 | trl0 3.942e+00 | nm 3.301e+04 | nmx 3.301e+04 | 
+2025-11-24 16:42:03,122 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 005/100 | step 00033/00625 | lr 1.121e+00 | atrl 1.555e+09 | trl0 3.970e+00 | nm 4.994e+04 | nmx 4.994e+04 | 
+2025-11-24 16:42:06,863 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 005/100 | step 00034/00625 | lr 1.121e+00 | atrl 3.599e+09 | trl0 3.980e+00 | nm 7.637e+04 | nmx 7.637e+04 | 
+2025-11-24 16:42:10,607 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 005/100 | step 00035/00625 | lr 1.121e+00 | atrl 8.364e+09 | trl0 3.997e+00 | nm 1.149e+05 | nmx 1.149e+05 | 
+2025-11-24 16:42:14,348 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 005/100 | step 00036/00625 | lr 1.121e+00 | atrl 1.992e+10 | trl0 3.955e+00 | nm 1.949e+05 | nmx 1.949e+05 | 
+2025-11-24 16:42:18,090 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 005/100 | step 00037/00625 | lr 1.121e+00 | atrl 5.700e+10 | trl0 3.956e+00 | nm 3.248e+05 | nmx 3.248e+05 | 
+2025-11-24 16:42:21,832 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 005/100 | step 00038/00625 | lr 1.121e+00 | atrl 1.619e+11 | trl0 3.928e+00 | nm 5.730e+05 | nmx 5.730e+05 | 
+2025-11-24 16:42:25,574 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 005/100 | step 00039/00625 | lr 1.121e+00 | atrl 4.921e+11 | trl0 4.000e+00 | nm 9.297e+05 | nmx 9.297e+05 | 
+2025-11-24 16:42:29,315 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 005/100 | step 00040/00625 | lr 1.121e+00 | atrl 1.237e+12 | trl0 3.989e+00 | nm 1.371e+06 | nmx 1.371e+06 | 
+2025-11-24 16:42:33,058 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 005/100 | step 00041/00625 | lr 1.121e+00 | atrl 2.856e+12 | trl0 3.913e+00 | nm 2.368e+06 | nmx 2.368e+06 | 
+2025-11-24 16:42:36,799 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 005/100 | step 00042/00625 | lr 1.121e+00 | atrl 8.394e+12 | trl0 3.899e+00 | nm 3.850e+06 | nmx 3.850e+06 | 
+2025-11-24 16:42:40,541 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 005/100 | step 00043/00625 | lr 1.121e+00 | atrl 2.204e+13 | trl0 3.982e+00 | nm 6.172e+06 | nmx 6.172e+06 | 
+2025-11-24 16:42:44,282 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 005/100 | step 00044/00625 | lr 1.121e+00 | atrl 5.487e+13 | trl0 3.928e+00 | nm 9.174e+06 | nmx 9.174e+06 | 
+2025-11-24 16:42:48,024 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 005/100 | step 00045/00625 | lr 1.121e+00 | atrl 1.238e+14 | trl0 3.949e+00 | nm 1.465e+07 | nmx 1.465e+07 | 
+2025-11-24 16:42:51,765 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 005/100 | step 00046/00625 | lr 1.121e+00 | atrl 3.066e+14 | trl0 4.002e+00 | nm 2.237e+07 | nmx 2.237e+07 | 
+2025-11-24 16:42:55,507 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 005/100 | step 00047/00625 | lr 1.121e+00 | atrl 7.500e+14 | trl0 3.885e+00 | nm 3.734e+07 | nmx 3.734e+07 | 
+2025-11-24 16:42:59,263 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 005/100 | step 00048/00625 | lr 1.121e+00 | atrl 2.107e+15 | trl0 3.947e+00 | nm 6.194e+07 | nmx 6.194e+07 | 
+2025-11-24 16:43:03,003 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 005/100 | step 00049/00625 | lr 1.121e+00 | atrl 5.659e+15 | trl0 3.962e+00 | nm 9.898e+07 | nmx 9.898e+07 | 
+2025-11-24 16:43:03,338 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 16:43:03,338 | INFO | Starting LR test 2/5: lr=1.2000
+2025-11-24 16:43:03,338 | INFO | Starting EoS for LR factor 1.2000
+2025-11-24 16:43:03,338 | INFO | Starting EoS for checkpoint 4
+2025-11-24 16:43:03,338 | INFO | Starting EoS for model resnet50
+2025-11-24 16:43:03,731 | INFO | Model state successfully loaded
+2025-11-24 16:43:03,982 | INFO | Wrapped model with DDP
+2025-11-24 16:43:03,985 | INFO | Current learning rate: 0.9609600000000001
+2025-11-24 16:43:03,985 | INFO | Original learning rate: 0.8008000000000002
+2025-11-24 16:43:04,012 | INFO | 🎯 Momentum Information:
+2025-11-24 16:43:04,012 | INFO |   Extracted vectors: 161
+2025-11-24 16:43:04,012 | INFO |   Has momentum state: True
+2025-11-24 16:43:11,754 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 005/100 | step 00000/00625 | lr 9.610e-01 | atrl 4.030e+00 | trl0 4.030e+00 | nm 1.314e+02 | nmx 1.323e+00 | 
+2025-11-24 16:43:15,497 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 005/100 | step 00001/00625 | lr 9.610e-01 | atrl 4.815e+00 | trl0 3.919e+00 | nm 1.313e+02 | nmx 1.349e+00 | 
+2025-11-24 16:43:19,238 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 005/100 | step 00002/00625 | lr 9.610e-01 | atrl 4.848e+00 | trl0 4.014e+00 | nm 1.314e+02 | nmx 9.764e-01 | 
+2025-11-24 16:43:22,978 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 005/100 | step 00003/00625 | lr 9.610e-01 | atrl 4.384e+00 | trl0 3.935e+00 | nm 1.314e+02 | nmx 1.402e+00 | 
+2025-11-24 16:43:26,718 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 005/100 | step 00004/00625 | lr 9.610e-01 | atrl 4.977e+00 | trl0 3.941e+00 | nm 1.314e+02 | nmx 1.332e+00 | 
+2025-11-24 16:43:30,459 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 005/100 | step 00005/00625 | lr 9.610e-01 | atrl 4.946e+00 | trl0 3.999e+00 | nm 1.314e+02 | nmx 1.127e+00 | 
+2025-11-24 16:43:34,202 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 005/100 | step 00006/00625 | lr 9.610e-01 | atrl 4.637e+00 | trl0 3.953e+00 | nm 1.314e+02 | nmx 1.446e+00 | 
+2025-11-24 16:43:37,941 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 005/100 | step 00007/00625 | lr 9.610e-01 | atrl 5.019e+00 | trl0 3.927e+00 | nm 1.314e+02 | nmx 1.405e+00 | 
+2025-11-24 16:43:41,683 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 005/100 | step 00008/00625 | lr 9.610e-01 | atrl 5.055e+00 | trl0 4.032e+00 | nm 1.314e+02 | nmx 1.301e+00 | 
+2025-11-24 16:43:45,424 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 005/100 | step 00009/00625 | lr 9.610e-01 | atrl 4.863e+00 | trl0 3.966e+00 | nm 1.314e+02 | nmx 1.463e+00 | 
+2025-11-24 16:43:49,166 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 005/100 | step 00010/00625 | lr 9.610e-01 | atrl 5.089e+00 | trl0 3.977e+00 | nm 1.314e+02 | nmx 1.439e+00 | 
+2025-11-24 16:43:52,907 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 005/100 | step 00011/00625 | lr 9.610e-01 | atrl 5.121e+00 | trl0 3.998e+00 | nm 1.314e+02 | nmx 1.390e+00 | 
+2025-11-24 16:43:56,647 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 005/100 | step 00012/00625 | lr 9.610e-01 | atrl 4.980e+00 | trl0 3.918e+00 | nm 1.314e+02 | nmx 1.490e+00 | 
+2025-11-24 16:44:00,387 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 005/100 | step 00013/00625 | lr 9.610e-01 | atrl 5.165e+00 | trl0 4.007e+00 | nm 1.314e+02 | nmx 1.477e+00 | 
+2025-11-24 16:44:04,128 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 005/100 | step 00014/00625 | lr 9.610e-01 | atrl 5.078e+00 | trl0 3.963e+00 | nm 1.314e+02 | nmx 1.440e+00 | 
+2025-11-24 16:44:07,868 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 005/100 | step 00015/00625 | lr 9.610e-01 | atrl 5.092e+00 | trl0 3.985e+00 | nm 1.314e+02 | nmx 1.513e+00 | 
+2025-11-24 16:44:11,606 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 005/100 | step 00016/00625 | lr 9.610e-01 | atrl 5.221e+00 | trl0 3.997e+00 | nm 1.314e+02 | nmx 1.520e+00 | 
+2025-11-24 16:44:15,349 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 005/100 | step 00017/00625 | lr 9.610e-01 | atrl 5.284e+00 | trl0 4.085e+00 | nm 1.314e+02 | nmx 1.482e+00 | 
+2025-11-24 16:44:19,088 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 005/100 | step 00018/00625 | lr 9.610e-01 | atrl 5.134e+00 | trl0 4.001e+00 | nm 1.314e+02 | nmx 1.535e+00 | 
+2025-11-24 16:44:22,830 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 005/100 | step 00019/00625 | lr 9.610e-01 | atrl 5.231e+00 | trl0 3.984e+00 | nm 1.314e+02 | nmx 1.560e+00 | 
+2025-11-24 16:44:26,571 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 005/100 | step 00020/00625 | lr 9.610e-01 | atrl 5.297e+00 | trl0 3.931e+00 | nm 1.314e+02 | nmx 1.525e+00 | 
+2025-11-24 16:44:30,311 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 005/100 | step 00021/00625 | lr 9.610e-01 | atrl 5.183e+00 | trl0 3.923e+00 | nm 1.314e+02 | nmx 1.568e+00 | 
+2025-11-24 16:44:34,051 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 005/100 | step 00022/00625 | lr 9.610e-01 | atrl 5.229e+00 | trl0 3.936e+00 | nm 1.314e+02 | nmx 1.542e+00 | 
+2025-11-24 16:44:37,793 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 005/100 | step 00023/00625 | lr 9.610e-01 | atrl 5.193e+00 | trl0 3.946e+00 | nm 1.314e+02 | nmx 1.548e+00 | 
+2025-11-24 16:44:41,535 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 005/100 | step 00024/00625 | lr 9.610e-01 | atrl 5.208e+00 | trl0 3.956e+00 | nm 1.314e+02 | nmx 1.584e+00 | 
+2025-11-24 16:44:45,275 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 005/100 | step 00025/00625 | lr 9.610e-01 | atrl 5.290e+00 | trl0 3.940e+00 | nm 1.314e+02 | nmx 1.546e+00 | 
+2025-11-24 16:44:49,014 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 005/100 | step 00026/00625 | lr 9.610e-01 | atrl 5.228e+00 | trl0 3.936e+00 | nm 1.314e+02 | nmx 1.577e+00 | 
+2025-11-24 16:44:52,757 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 005/100 | step 00027/00625 | lr 9.610e-01 | atrl 5.383e+00 | trl0 4.013e+00 | nm 1.314e+02 | nmx 1.588e+00 | 
+2025-11-24 16:44:56,498 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 005/100 | step 00028/00625 | lr 9.610e-01 | atrl 5.310e+00 | trl0 3.985e+00 | nm 1.314e+02 | nmx 1.576e+00 | 
+2025-11-24 16:45:00,237 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 005/100 | step 00029/00625 | lr 9.610e-01 | atrl 5.249e+00 | trl0 3.924e+00 | nm 1.314e+02 | nmx 1.574e+00 | 
+2025-11-24 16:45:03,977 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 005/100 | step 00030/00625 | lr 9.610e-01 | atrl 5.247e+00 | trl0 3.898e+00 | nm 1.314e+02 | nmx 1.605e+00 | 
+2025-11-24 16:45:07,717 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 005/100 | step 00031/00625 | lr 9.610e-01 | atrl 5.383e+00 | trl0 3.968e+00 | nm 1.314e+02 | nmx 1.620e+00 | 
+2025-11-24 16:45:11,456 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 005/100 | step 00032/00625 | lr 9.610e-01 | atrl 5.456e+00 | trl0 3.942e+00 | nm 1.314e+02 | nmx 1.618e+00 | 
+2025-11-24 16:45:15,195 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 005/100 | step 00033/00625 | lr 9.610e-01 | atrl 5.439e+00 | trl0 3.970e+00 | nm 1.314e+02 | nmx 1.618e+00 | 
+2025-11-24 16:45:18,935 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 005/100 | step 00034/00625 | lr 9.610e-01 | atrl 5.388e+00 | trl0 3.980e+00 | nm 1.314e+02 | nmx 1.605e+00 | 
+2025-11-24 16:45:22,676 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 005/100 | step 00035/00625 | lr 9.610e-01 | atrl 5.347e+00 | trl0 3.997e+00 | nm 1.314e+02 | nmx 1.616e+00 | 
+2025-11-24 16:45:26,414 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 005/100 | step 00036/00625 | lr 9.610e-01 | atrl 5.352e+00 | trl0 3.955e+00 | nm 1.314e+02 | nmx 1.624e+00 | 
+2025-11-24 16:45:30,156 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 005/100 | step 00037/00625 | lr 9.610e-01 | atrl 5.418e+00 | trl0 3.956e+00 | nm 1.314e+02 | nmx 1.601e+00 | 
+2025-11-24 16:45:33,896 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 005/100 | step 00038/00625 | lr 9.610e-01 | atrl 5.289e+00 | trl0 3.928e+00 | nm 1.314e+02 | nmx 1.599e+00 | 
+2025-11-24 16:45:37,637 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 005/100 | step 00039/00625 | lr 9.610e-01 | atrl 5.375e+00 | trl0 4.000e+00 | nm 1.314e+02 | nmx 1.570e+00 | 
+2025-11-24 16:45:41,378 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 005/100 | step 00040/00625 | lr 9.610e-01 | atrl 5.279e+00 | trl0 3.989e+00 | nm 1.314e+02 | nmx 1.620e+00 | 
+2025-11-24 16:45:45,118 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 005/100 | step 00041/00625 | lr 9.610e-01 | atrl 5.340e+00 | trl0 3.913e+00 | nm 1.314e+02 | nmx 1.592e+00 | 
+2025-11-24 16:45:48,859 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 005/100 | step 00042/00625 | lr 9.610e-01 | atrl 5.277e+00 | trl0 3.899e+00 | nm 1.314e+02 | nmx 1.607e+00 | 
+2025-11-24 16:45:52,600 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 005/100 | step 00043/00625 | lr 9.610e-01 | atrl 5.369e+00 | trl0 3.982e+00 | nm 1.314e+02 | nmx 1.605e+00 | 
+2025-11-24 16:45:56,340 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 005/100 | step 00044/00625 | lr 9.610e-01 | atrl 5.321e+00 | trl0 3.928e+00 | nm 1.314e+02 | nmx 1.573e+00 | 
+2025-11-24 16:46:00,081 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 005/100 | step 00045/00625 | lr 9.610e-01 | atrl 5.232e+00 | trl0 3.949e+00 | nm 1.314e+02 | nmx 1.606e+00 | 
+2025-11-24 16:46:03,822 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 005/100 | step 00046/00625 | lr 9.610e-01 | atrl 5.388e+00 | trl0 4.002e+00 | nm 1.314e+02 | nmx 1.598e+00 | 
+2025-11-24 16:46:07,562 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 005/100 | step 00047/00625 | lr 9.610e-01 | atrl 5.254e+00 | trl0 3.885e+00 | nm 1.314e+02 | nmx 1.588e+00 | 
+2025-11-24 16:46:11,302 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 005/100 | step 00048/00625 | lr 9.610e-01 | atrl 5.312e+00 | trl0 3.947e+00 | nm 1.314e+02 | nmx 1.599e+00 | 
+2025-11-24 16:46:15,042 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 005/100 | step 00049/00625 | lr 9.610e-01 | atrl 5.356e+00 | trl0 3.962e+00 | nm 1.314e+02 | nmx 1.576e+00 | 
+2025-11-24 16:46:15,606 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 16:46:15,607 | INFO | Starting LR test 3/5: lr=1.0000
+2025-11-24 16:46:15,607 | INFO | Starting EoS for LR factor 1.0000
+2025-11-24 16:46:15,607 | INFO | Starting EoS for checkpoint 4
+2025-11-24 16:46:15,607 | INFO | Starting EoS for model resnet50
+2025-11-24 16:46:15,991 | INFO | Model state successfully loaded
+2025-11-24 16:46:16,240 | INFO | Wrapped model with DDP
+2025-11-24 16:46:16,243 | INFO | Current learning rate: 0.8008000000000002
+2025-11-24 16:46:16,243 | INFO | Original learning rate: 0.8008000000000002
+2025-11-24 16:46:16,250 | INFO | 🎯 Momentum Information:
+2025-11-24 16:46:16,250 | INFO |   Extracted vectors: 161
+2025-11-24 16:46:16,250 | INFO |   Has momentum state: True
+2025-11-24 16:46:23,723 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 005/100 | step 00000/00625 | lr 8.008e-01 | atrl 4.030e+00 | trl0 4.030e+00 | nm 1.314e+02 | nmx 1.102e+00 | 
+2025-11-24 16:46:27,463 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 005/100 | step 00001/00625 | lr 8.008e-01 | atrl 4.525e+00 | trl0 3.919e+00 | nm 1.313e+02 | nmx 1.288e+00 | 
+2025-11-24 16:46:31,205 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 005/100 | step 00002/00625 | lr 8.008e-01 | atrl 4.758e+00 | trl0 4.014e+00 | nm 1.313e+02 | nmx 9.099e-01 | 
+2025-11-24 16:46:34,948 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 005/100 | step 00003/00625 | lr 8.008e-01 | atrl 4.271e+00 | trl0 3.935e+00 | nm 1.314e+02 | nmx 1.106e+00 | 
+2025-11-24 16:46:38,690 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 005/100 | step 00004/00625 | lr 8.008e-01 | atrl 4.550e+00 | trl0 3.941e+00 | nm 1.314e+02 | nmx 1.282e+00 | 
+2025-11-24 16:46:42,430 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 005/100 | step 00005/00625 | lr 8.008e-01 | atrl 4.831e+00 | trl0 3.999e+00 | nm 1.314e+02 | nmx 1.055e+00 | 
+2025-11-24 16:46:46,173 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 005/100 | step 00006/00625 | lr 8.008e-01 | atrl 4.528e+00 | trl0 3.953e+00 | nm 1.314e+02 | nmx 1.088e+00 | 
+2025-11-24 16:46:49,916 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 005/100 | step 00007/00625 | lr 8.008e-01 | atrl 4.516e+00 | trl0 3.927e+00 | nm 1.314e+02 | nmx 1.311e+00 | 
+2025-11-24 16:46:53,658 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 005/100 | step 00008/00625 | lr 8.008e-01 | atrl 4.888e+00 | trl0 4.032e+00 | nm 1.314e+02 | nmx 1.203e+00 | 
+2025-11-24 16:46:57,399 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 005/100 | step 00009/00625 | lr 8.008e-01 | atrl 4.651e+00 | trl0 3.966e+00 | nm 1.314e+02 | nmx 1.154e+00 | 
+2025-11-24 16:47:01,141 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 005/100 | step 00010/00625 | lr 8.008e-01 | atrl 4.642e+00 | trl0 3.977e+00 | nm 1.314e+02 | nmx 1.275e+00 | 
+2025-11-24 16:47:04,882 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 005/100 | step 00011/00625 | lr 8.008e-01 | atrl 4.811e+00 | trl0 3.998e+00 | nm 1.314e+02 | nmx 1.276e+00 | 
+2025-11-24 16:47:08,623 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 005/100 | step 00012/00625 | lr 8.008e-01 | atrl 4.762e+00 | trl0 3.918e+00 | nm 1.314e+02 | nmx 1.196e+00 | 
+2025-11-24 16:47:12,366 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 005/100 | step 00013/00625 | lr 8.008e-01 | atrl 4.708e+00 | trl0 4.007e+00 | nm 1.314e+02 | nmx 1.284e+00 | 
+2025-11-24 16:47:16,108 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 005/100 | step 00014/00625 | lr 8.008e-01 | atrl 4.797e+00 | trl0 3.963e+00 | nm 1.314e+02 | nmx 1.312e+00 | 
+2025-11-24 16:47:19,850 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 005/100 | step 00015/00625 | lr 8.008e-01 | atrl 4.842e+00 | trl0 3.985e+00 | nm 1.314e+02 | nmx 1.254e+00 | 
+2025-11-24 16:47:23,593 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 005/100 | step 00016/00625 | lr 8.008e-01 | atrl 4.790e+00 | trl0 3.997e+00 | nm 1.314e+02 | nmx 1.290e+00 | 
+2025-11-24 16:47:27,336 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 005/100 | step 00017/00625 | lr 8.008e-01 | atrl 4.910e+00 | trl0 4.085e+00 | nm 1.314e+02 | nmx 1.357e+00 | 
+2025-11-24 16:47:31,077 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 005/100 | step 00018/00625 | lr 8.008e-01 | atrl 4.923e+00 | trl0 4.001e+00 | nm 1.314e+02 | nmx 1.308e+00 | 
+2025-11-24 16:47:34,821 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 005/100 | step 00019/00625 | lr 8.008e-01 | atrl 4.846e+00 | trl0 3.984e+00 | nm 1.314e+02 | nmx 1.307e+00 | 
+2025-11-24 16:47:38,561 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 005/100 | step 00020/00625 | lr 8.008e-01 | atrl 4.806e+00 | trl0 3.931e+00 | nm 1.314e+02 | nmx 1.339e+00 | 
+2025-11-24 16:47:42,302 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 005/100 | step 00021/00625 | lr 8.008e-01 | atrl 4.828e+00 | trl0 3.923e+00 | nm 1.314e+02 | nmx 1.328e+00 | 
+2025-11-24 16:47:46,042 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 005/100 | step 00022/00625 | lr 8.008e-01 | atrl 4.821e+00 | trl0 3.936e+00 | nm 1.314e+02 | nmx 1.319e+00 | 
+2025-11-24 16:47:49,786 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 005/100 | step 00023/00625 | lr 8.008e-01 | atrl 4.835e+00 | trl0 3.946e+00 | nm 1.314e+02 | nmx 1.337e+00 | 
+2025-11-24 16:47:53,528 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 005/100 | step 00024/00625 | lr 8.008e-01 | atrl 4.861e+00 | trl0 3.956e+00 | nm 1.314e+02 | nmx 1.352e+00 | 
+2025-11-24 16:47:57,270 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 005/100 | step 00025/00625 | lr 8.008e-01 | atrl 4.878e+00 | trl0 3.940e+00 | nm 1.314e+02 | nmx 1.326e+00 | 
+2025-11-24 16:48:01,012 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 005/100 | step 00026/00625 | lr 8.008e-01 | atrl 4.825e+00 | trl0 3.936e+00 | nm 1.314e+02 | nmx 1.355e+00 | 
+2025-11-24 16:48:04,755 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 005/100 | step 00027/00625 | lr 8.008e-01 | atrl 4.959e+00 | trl0 4.013e+00 | nm 1.314e+02 | nmx 1.350e+00 | 
+2025-11-24 16:48:08,497 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 005/100 | step 00028/00625 | lr 8.008e-01 | atrl 4.903e+00 | trl0 3.985e+00 | nm 1.314e+02 | nmx 1.360e+00 | 
+2025-11-24 16:48:12,239 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 005/100 | step 00029/00625 | lr 8.008e-01 | atrl 4.907e+00 | trl0 3.924e+00 | nm 1.314e+02 | nmx 1.361e+00 | 
+2025-11-24 16:48:15,981 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 005/100 | step 00030/00625 | lr 8.008e-01 | atrl 4.843e+00 | trl0 3.898e+00 | nm 1.314e+02 | nmx 1.362e+00 | 
+2025-11-24 16:48:19,724 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 005/100 | step 00031/00625 | lr 8.008e-01 | atrl 4.911e+00 | trl0 3.968e+00 | nm 1.314e+02 | nmx 1.365e+00 | 
+2025-11-24 16:48:23,464 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 005/100 | step 00032/00625 | lr 8.008e-01 | atrl 4.929e+00 | trl0 3.942e+00 | nm 1.314e+02 | nmx 1.344e+00 | 
+2025-11-24 16:48:27,206 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 005/100 | step 00033/00625 | lr 8.008e-01 | atrl 4.894e+00 | trl0 3.970e+00 | nm 1.314e+02 | nmx 1.355e+00 | 
+2025-11-24 16:48:30,947 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 005/100 | step 00034/00625 | lr 8.008e-01 | atrl 4.939e+00 | trl0 3.980e+00 | nm 1.314e+02 | nmx 1.348e+00 | 
+2025-11-24 16:48:34,688 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 005/100 | step 00035/00625 | lr 8.008e-01 | atrl 4.921e+00 | trl0 3.997e+00 | nm 1.314e+02 | nmx 1.365e+00 | 
+2025-11-24 16:48:38,429 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 005/100 | step 00036/00625 | lr 8.008e-01 | atrl 4.910e+00 | trl0 3.955e+00 | nm 1.314e+02 | nmx 1.367e+00 | 
+2025-11-24 16:48:42,169 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 005/100 | step 00037/00625 | lr 8.008e-01 | atrl 4.928e+00 | trl0 3.956e+00 | nm 1.314e+02 | nmx 1.362e+00 | 
+2025-11-24 16:48:45,911 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 005/100 | step 00038/00625 | lr 8.008e-01 | atrl 4.888e+00 | trl0 3.928e+00 | nm 1.314e+02 | nmx 1.350e+00 | 
+2025-11-24 16:48:49,654 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 005/100 | step 00039/00625 | lr 8.008e-01 | atrl 4.953e+00 | trl0 4.000e+00 | nm 1.314e+02 | nmx 1.349e+00 | 
+2025-11-24 16:48:53,396 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 005/100 | step 00040/00625 | lr 8.008e-01 | atrl 4.909e+00 | trl0 3.989e+00 | nm 1.314e+02 | nmx 1.371e+00 | 
+2025-11-24 16:48:57,138 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 005/100 | step 00041/00625 | lr 8.008e-01 | atrl 4.869e+00 | trl0 3.913e+00 | nm 1.314e+02 | nmx 1.362e+00 | 
+2025-11-24 16:49:00,876 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 005/100 | step 00042/00625 | lr 8.008e-01 | atrl 4.824e+00 | trl0 3.899e+00 | nm 1.314e+02 | nmx 1.363e+00 | 
+2025-11-24 16:49:04,616 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 005/100 | step 00043/00625 | lr 8.008e-01 | atrl 4.921e+00 | trl0 3.982e+00 | nm 1.314e+02 | nmx 1.340e+00 | 
+2025-11-24 16:49:08,357 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 005/100 | step 00044/00625 | lr 8.008e-01 | atrl 4.828e+00 | trl0 3.928e+00 | nm 1.314e+02 | nmx 1.356e+00 | 
+2025-11-24 16:49:12,096 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 005/100 | step 00045/00625 | lr 8.008e-01 | atrl 4.917e+00 | trl0 3.949e+00 | nm 1.314e+02 | nmx 1.345e+00 | 
+2025-11-24 16:49:15,838 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 005/100 | step 00046/00625 | lr 8.008e-01 | atrl 4.922e+00 | trl0 4.002e+00 | nm 1.314e+02 | nmx 1.360e+00 | 
+2025-11-24 16:49:19,583 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 005/100 | step 00047/00625 | lr 8.008e-01 | atrl 4.834e+00 | trl0 3.885e+00 | nm 1.314e+02 | nmx 1.351e+00 | 
+2025-11-24 16:49:23,324 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 005/100 | step 00048/00625 | lr 8.008e-01 | atrl 4.868e+00 | trl0 3.947e+00 | nm 1.314e+02 | nmx 1.340e+00 | 
+2025-11-24 16:49:27,064 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 005/100 | step 00049/00625 | lr 8.008e-01 | atrl 4.862e+00 | trl0 3.962e+00 | nm 1.314e+02 | nmx 1.352e+00 | 
+2025-11-24 16:49:27,704 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 16:49:27,704 | INFO | Starting LR test 4/5: lr=0.8000
+2025-11-24 16:49:27,704 | INFO | Starting EoS for LR factor 0.8000
+2025-11-24 16:49:27,704 | INFO | Starting EoS for checkpoint 4
+2025-11-24 16:49:27,705 | INFO | Starting EoS for model resnet50
+2025-11-24 16:49:28,086 | INFO | Model state successfully loaded
+2025-11-24 16:49:28,326 | INFO | Wrapped model with DDP
+2025-11-24 16:49:28,329 | INFO | Current learning rate: 0.6406400000000001
+2025-11-24 16:49:28,329 | INFO | Original learning rate: 0.8008000000000002
+2025-11-24 16:49:28,333 | INFO | 🎯 Momentum Information:
+2025-11-24 16:49:28,333 | INFO |   Extracted vectors: 161
+2025-11-24 16:49:28,333 | INFO |   Has momentum state: True
+2025-11-24 16:49:35,863 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 005/100 | step 00000/00625 | lr 6.406e-01 | atrl 4.030e+00 | trl0 4.030e+00 | nm 1.314e+02 | nmx 8.817e-01 | 
+2025-11-24 16:49:39,605 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 005/100 | step 00001/00625 | lr 6.406e-01 | atrl 4.291e+00 | trl0 3.919e+00 | nm 1.313e+02 | nmx 1.173e+00 | 
+2025-11-24 16:49:43,346 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 005/100 | step 00002/00625 | lr 6.406e-01 | atrl 4.620e+00 | trl0 4.014e+00 | nm 1.313e+02 | nmx 9.345e-01 | 
+2025-11-24 16:49:47,085 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 005/100 | step 00003/00625 | lr 6.406e-01 | atrl 4.272e+00 | trl0 3.935e+00 | nm 1.314e+02 | nmx 8.487e-01 | 
+2025-11-24 16:49:50,830 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 005/100 | step 00004/00625 | lr 6.406e-01 | atrl 4.240e+00 | trl0 3.941e+00 | nm 1.314e+02 | nmx 1.084e+00 | 
+2025-11-24 16:49:54,572 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 005/100 | step 00005/00625 | lr 6.406e-01 | atrl 4.555e+00 | trl0 3.999e+00 | nm 1.314e+02 | nmx 1.083e+00 | 
+2025-11-24 16:49:58,317 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 005/100 | step 00006/00625 | lr 6.406e-01 | atrl 4.535e+00 | trl0 3.953e+00 | nm 1.314e+02 | nmx 9.055e-01 | 
+2025-11-24 16:50:02,057 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 005/100 | step 00007/00625 | lr 6.406e-01 | atrl 4.318e+00 | trl0 3.927e+00 | nm 1.314e+02 | nmx 9.886e-01 | 
+2025-11-24 16:50:05,798 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 005/100 | step 00008/00625 | lr 6.406e-01 | atrl 4.493e+00 | trl0 4.032e+00 | nm 1.314e+02 | nmx 1.140e+00 | 
+2025-11-24 16:50:09,538 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 005/100 | step 00009/00625 | lr 6.406e-01 | atrl 4.582e+00 | trl0 3.966e+00 | nm 1.314e+02 | nmx 1.085e+00 | 
+2025-11-24 16:50:13,276 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 005/100 | step 00010/00625 | lr 6.406e-01 | atrl 4.511e+00 | trl0 3.977e+00 | nm 1.314e+02 | nmx 1.020e+00 | 
+2025-11-24 16:50:17,015 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 005/100 | step 00011/00625 | lr 6.406e-01 | atrl 4.491e+00 | trl0 3.998e+00 | nm 1.314e+02 | nmx 1.081e+00 | 
+2025-11-24 16:50:20,754 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 005/100 | step 00012/00625 | lr 6.406e-01 | atrl 4.477e+00 | trl0 3.918e+00 | nm 1.314e+02 | nmx 1.131e+00 | 
+2025-11-24 16:50:24,496 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 005/100 | step 00013/00625 | lr 6.406e-01 | atrl 4.603e+00 | trl0 4.007e+00 | nm 1.314e+02 | nmx 1.092e+00 | 
+2025-11-24 16:50:28,236 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 005/100 | step 00014/00625 | lr 6.406e-01 | atrl 4.544e+00 | trl0 3.963e+00 | nm 1.314e+02 | nmx 1.063e+00 | 
+2025-11-24 16:50:31,976 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 005/100 | step 00015/00625 | lr 6.406e-01 | atrl 4.534e+00 | trl0 3.985e+00 | nm 1.314e+02 | nmx 1.133e+00 | 
+2025-11-24 16:50:35,716 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 005/100 | step 00016/00625 | lr 6.406e-01 | atrl 4.619e+00 | trl0 3.997e+00 | nm 1.314e+02 | nmx 1.150e+00 | 
+2025-11-24 16:50:39,455 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 005/100 | step 00017/00625 | lr 6.406e-01 | atrl 4.708e+00 | trl0 4.085e+00 | nm 1.314e+02 | nmx 1.115e+00 | 
+2025-11-24 16:50:43,194 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 005/100 | step 00018/00625 | lr 6.406e-01 | atrl 4.595e+00 | trl0 4.001e+00 | nm 1.314e+02 | nmx 1.132e+00 | 
+2025-11-24 16:50:46,934 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 005/100 | step 00019/00625 | lr 6.406e-01 | atrl 4.613e+00 | trl0 3.984e+00 | nm 1.314e+02 | nmx 1.173e+00 | 
+2025-11-24 16:50:50,673 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 005/100 | step 00020/00625 | lr 6.406e-01 | atrl 4.595e+00 | trl0 3.931e+00 | nm 1.314e+02 | nmx 1.165e+00 | 
+2025-11-24 16:50:54,411 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 005/100 | step 00021/00625 | lr 6.406e-01 | atrl 4.595e+00 | trl0 3.923e+00 | nm 1.314e+02 | nmx 1.128e+00 | 
+2025-11-24 16:50:58,151 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 005/100 | step 00022/00625 | lr 6.406e-01 | atrl 4.570e+00 | trl0 3.936e+00 | nm 1.314e+02 | nmx 1.143e+00 | 
+2025-11-24 16:51:01,900 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 005/100 | step 00023/00625 | lr 6.406e-01 | atrl 4.590e+00 | trl0 3.946e+00 | nm 1.314e+02 | nmx 1.179e+00 | 
+2025-11-24 16:51:05,638 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 005/100 | step 00024/00625 | lr 6.406e-01 | atrl 4.656e+00 | trl0 3.956e+00 | nm 1.314e+02 | nmx 1.154e+00 | 
+2025-11-24 16:51:09,378 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 005/100 | step 00025/00625 | lr 6.406e-01 | atrl 4.603e+00 | trl0 3.940e+00 | nm 1.314e+02 | nmx 1.152e+00 | 
+2025-11-24 16:51:13,116 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 005/100 | step 00026/00625 | lr 6.406e-01 | atrl 4.624e+00 | trl0 3.936e+00 | nm 1.314e+02 | nmx 1.170e+00 | 
+2025-11-24 16:51:16,856 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 005/100 | step 00027/00625 | lr 6.406e-01 | atrl 4.685e+00 | trl0 4.013e+00 | nm 1.314e+02 | nmx 1.190e+00 | 
+2025-11-24 16:51:20,594 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 005/100 | step 00028/00625 | lr 6.406e-01 | atrl 4.687e+00 | trl0 3.985e+00 | nm 1.314e+02 | nmx 1.163e+00 | 
+2025-11-24 16:51:24,332 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 005/100 | step 00029/00625 | lr 6.406e-01 | atrl 4.595e+00 | trl0 3.924e+00 | nm 1.314e+02 | nmx 1.160e+00 | 
+2025-11-24 16:51:28,071 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 005/100 | step 00030/00625 | lr 6.406e-01 | atrl 4.583e+00 | trl0 3.898e+00 | nm 1.314e+02 | nmx 1.182e+00 | 
+2025-11-24 16:51:31,808 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 005/100 | step 00031/00625 | lr 6.406e-01 | atrl 4.694e+00 | trl0 3.968e+00 | nm 1.314e+02 | nmx 1.175e+00 | 
+2025-11-24 16:51:35,546 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 005/100 | step 00032/00625 | lr 6.406e-01 | atrl 4.626e+00 | trl0 3.942e+00 | nm 1.314e+02 | nmx 1.175e+00 | 
+2025-11-24 16:51:39,286 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 005/100 | step 00033/00625 | lr 6.406e-01 | atrl 4.665e+00 | trl0 3.970e+00 | nm 1.314e+02 | nmx 1.171e+00 | 
+2025-11-24 16:51:43,025 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 005/100 | step 00034/00625 | lr 6.406e-01 | atrl 4.671e+00 | trl0 3.980e+00 | nm 1.314e+02 | nmx 1.184e+00 | 
+2025-11-24 16:51:46,765 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 005/100 | step 00035/00625 | lr 6.406e-01 | atrl 4.685e+00 | trl0 3.997e+00 | nm 1.314e+02 | nmx 1.190e+00 | 
+2025-11-24 16:51:50,503 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 005/100 | step 00036/00625 | lr 6.406e-01 | atrl 4.672e+00 | trl0 3.955e+00 | nm 1.314e+02 | nmx 1.185e+00 | 
+2025-11-24 16:51:54,242 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 005/100 | step 00037/00625 | lr 6.406e-01 | atrl 4.673e+00 | trl0 3.956e+00 | nm 1.314e+02 | nmx 1.187e+00 | 
+2025-11-24 16:51:57,982 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 005/100 | step 00038/00625 | lr 6.406e-01 | atrl 4.660e+00 | trl0 3.928e+00 | nm 1.314e+02 | nmx 1.169e+00 | 
+2025-11-24 16:52:01,721 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 005/100 | step 00039/00625 | lr 6.406e-01 | atrl 4.675e+00 | trl0 4.000e+00 | nm 1.314e+02 | nmx 1.184e+00 | 
+2025-11-24 16:52:05,460 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 005/100 | step 00040/00625 | lr 6.406e-01 | atrl 4.669e+00 | trl0 3.989e+00 | nm 1.314e+02 | nmx 1.189e+00 | 
+2025-11-24 16:52:09,200 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 005/100 | step 00041/00625 | lr 6.406e-01 | atrl 4.610e+00 | trl0 3.913e+00 | nm 1.314e+02 | nmx 1.173e+00 | 
+2025-11-24 16:52:12,939 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 005/100 | step 00042/00625 | lr 6.406e-01 | atrl 4.569e+00 | trl0 3.899e+00 | nm 1.314e+02 | nmx 1.172e+00 | 
+2025-11-24 16:52:16,679 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 005/100 | step 00043/00625 | lr 6.406e-01 | atrl 4.627e+00 | trl0 3.982e+00 | nm 1.314e+02 | nmx 1.184e+00 | 
+2025-11-24 16:52:20,419 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 005/100 | step 00044/00625 | lr 6.406e-01 | atrl 4.617e+00 | trl0 3.928e+00 | nm 1.314e+02 | nmx 1.173e+00 | 
+2025-11-24 16:52:24,157 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 005/100 | step 00045/00625 | lr 6.406e-01 | atrl 4.609e+00 | trl0 3.949e+00 | nm 1.314e+02 | nmx 1.176e+00 | 
+2025-11-24 16:52:27,898 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 005/100 | step 00046/00625 | lr 6.406e-01 | atrl 4.676e+00 | trl0 4.002e+00 | nm 1.314e+02 | nmx 1.164e+00 | 
+2025-11-24 16:52:31,638 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 005/100 | step 00047/00625 | lr 6.406e-01 | atrl 4.535e+00 | trl0 3.885e+00 | nm 1.314e+02 | nmx 1.164e+00 | 
+2025-11-24 16:52:35,378 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 005/100 | step 00048/00625 | lr 6.406e-01 | atrl 4.623e+00 | trl0 3.947e+00 | nm 1.314e+02 | nmx 1.163e+00 | 
+2025-11-24 16:52:39,116 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 005/100 | step 00049/00625 | lr 6.406e-01 | atrl 4.627e+00 | trl0 3.962e+00 | nm 1.314e+02 | nmx 1.174e+00 | 
+2025-11-24 16:52:39,656 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 16:52:39,657 | INFO | Starting LR test 5/5: lr=0.6000
+2025-11-24 16:52:39,657 | INFO | Starting EoS for LR factor 0.6000
+2025-11-24 16:52:39,657 | INFO | Starting EoS for checkpoint 4
+2025-11-24 16:52:39,657 | INFO | Starting EoS for model resnet50
+2025-11-24 16:52:40,041 | INFO | Model state successfully loaded
+2025-11-24 16:52:40,319 | INFO | Wrapped model with DDP
+2025-11-24 16:52:40,322 | INFO | Current learning rate: 0.4804800000000001
+2025-11-24 16:52:40,322 | INFO | Original learning rate: 0.8008000000000002
+2025-11-24 16:52:40,325 | INFO | 🎯 Momentum Information:
+2025-11-24 16:52:40,325 | INFO |   Extracted vectors: 161
+2025-11-24 16:52:40,325 | INFO |   Has momentum state: True
+2025-11-24 16:52:47,733 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 005/100 | step 00000/00625 | lr 4.805e-01 | atrl 4.030e+00 | trl0 4.030e+00 | nm 1.314e+02 | nmx 6.613e-01 | 
+2025-11-24 16:52:51,471 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 005/100 | step 00001/00625 | lr 4.805e-01 | atrl 4.113e+00 | trl0 3.919e+00 | nm 1.314e+02 | nmx 9.915e-01 | 
+2025-11-24 16:52:55,210 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 005/100 | step 00002/00625 | lr 4.805e-01 | atrl 4.432e+00 | trl0 4.014e+00 | nm 1.313e+02 | nmx 9.427e-01 | 
+2025-11-24 16:52:58,949 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 005/100 | step 00003/00625 | lr 4.805e-01 | atrl 4.279e+00 | trl0 3.935e+00 | nm 1.314e+02 | nmx 7.552e-01 | 
+2025-11-24 16:53:02,687 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 005/100 | step 00004/00625 | lr 4.805e-01 | atrl 4.117e+00 | trl0 3.941e+00 | nm 1.314e+02 | nmx 8.031e-01 | 
+2025-11-24 16:53:06,424 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 005/100 | step 00005/00625 | lr 4.805e-01 | atrl 4.240e+00 | trl0 3.999e+00 | nm 1.314e+02 | nmx 9.472e-01 | 
+2025-11-24 16:53:10,163 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 005/100 | step 00006/00625 | lr 4.805e-01 | atrl 4.362e+00 | trl0 3.953e+00 | nm 1.314e+02 | nmx 9.254e-01 | 
+2025-11-24 16:53:13,901 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 005/100 | step 00007/00625 | lr 4.805e-01 | atrl 4.326e+00 | trl0 3.927e+00 | nm 1.314e+02 | nmx 8.050e-01 | 
+2025-11-24 16:53:17,639 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 005/100 | step 00008/00625 | lr 4.805e-01 | atrl 4.328e+00 | trl0 4.032e+00 | nm 1.314e+02 | nmx 8.250e-01 | 
+2025-11-24 16:53:21,376 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 005/100 | step 00009/00625 | lr 4.805e-01 | atrl 4.275e+00 | trl0 3.966e+00 | nm 1.314e+02 | nmx 9.394e-01 | 
+2025-11-24 16:53:25,115 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 005/100 | step 00010/00625 | lr 4.805e-01 | atrl 4.365e+00 | trl0 3.977e+00 | nm 1.314e+02 | nmx 9.810e-01 | 
+2025-11-24 16:53:28,856 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 005/100 | step 00011/00625 | lr 4.805e-01 | atrl 4.423e+00 | trl0 3.998e+00 | nm 1.314e+02 | nmx 9.185e-01 | 
+2025-11-24 16:53:32,593 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 005/100 | step 00012/00625 | lr 4.805e-01 | atrl 4.274e+00 | trl0 3.918e+00 | nm 1.314e+02 | nmx 8.929e-01 | 
+2025-11-24 16:53:36,331 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 005/100 | step 00013/00625 | lr 4.805e-01 | atrl 4.356e+00 | trl0 4.007e+00 | nm 1.314e+02 | nmx 9.523e-01 | 
+2025-11-24 16:53:40,068 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 005/100 | step 00014/00625 | lr 4.805e-01 | atrl 4.377e+00 | trl0 3.963e+00 | nm 1.314e+02 | nmx 9.799e-01 | 
+2025-11-24 16:53:43,806 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 005/100 | step 00015/00625 | lr 4.805e-01 | atrl 4.432e+00 | trl0 3.985e+00 | nm 1.314e+02 | nmx 9.410e-01 | 
+2025-11-24 16:53:47,544 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 005/100 | step 00016/00625 | lr 4.805e-01 | atrl 4.402e+00 | trl0 3.997e+00 | nm 1.314e+02 | nmx 9.117e-01 | 
+2025-11-24 16:53:51,283 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 005/100 | step 00017/00625 | lr 4.805e-01 | atrl 4.452e+00 | trl0 4.085e+00 | nm 1.314e+02 | nmx 9.531e-01 | 
+2025-11-24 16:53:55,023 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 005/100 | step 00018/00625 | lr 4.805e-01 | atrl 4.425e+00 | trl0 4.001e+00 | nm 1.314e+02 | nmx 9.897e-01 | 
+2025-11-24 16:53:58,760 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 005/100 | step 00019/00625 | lr 4.805e-01 | atrl 4.431e+00 | trl0 3.984e+00 | nm 1.314e+02 | nmx 9.796e-01 | 
+2025-11-24 16:54:02,498 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 005/100 | step 00020/00625 | lr 4.805e-01 | atrl 4.361e+00 | trl0 3.931e+00 | nm 1.314e+02 | nmx 9.603e-01 | 
+2025-11-24 16:54:06,237 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 005/100 | step 00021/00625 | lr 4.805e-01 | atrl 4.325e+00 | trl0 3.923e+00 | nm 1.314e+02 | nmx 9.663e-01 | 
+2025-11-24 16:54:09,975 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 005/100 | step 00022/00625 | lr 4.805e-01 | atrl 4.358e+00 | trl0 3.936e+00 | nm 1.314e+02 | nmx 9.794e-01 | 
+2025-11-24 16:54:13,712 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 005/100 | step 00023/00625 | lr 4.805e-01 | atrl 4.368e+00 | trl0 3.946e+00 | nm 1.314e+02 | nmx 9.902e-01 | 
+2025-11-24 16:54:17,450 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 005/100 | step 00024/00625 | lr 4.805e-01 | atrl 4.419e+00 | trl0 3.956e+00 | nm 1.314e+02 | nmx 9.762e-01 | 
+2025-11-24 16:54:21,186 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 005/100 | step 00025/00625 | lr 4.805e-01 | atrl 4.364e+00 | trl0 3.940e+00 | nm 1.314e+02 | nmx 9.698e-01 | 
+2025-11-24 16:54:24,925 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 005/100 | step 00026/00625 | lr 4.805e-01 | atrl 4.368e+00 | trl0 3.936e+00 | nm 1.314e+02 | nmx 9.651e-01 | 
+2025-11-24 16:54:28,662 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 005/100 | step 00027/00625 | lr 4.805e-01 | atrl 4.435e+00 | trl0 4.013e+00 | nm 1.314e+02 | nmx 9.882e-01 | 
+2025-11-24 16:54:32,399 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 005/100 | step 00028/00625 | lr 4.805e-01 | atrl 4.433e+00 | trl0 3.985e+00 | nm 1.314e+02 | nmx 9.895e-01 | 
+2025-11-24 16:54:36,137 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 005/100 | step 00029/00625 | lr 4.805e-01 | atrl 4.381e+00 | trl0 3.924e+00 | nm 1.314e+02 | nmx 9.790e-01 | 
+2025-11-24 16:54:39,874 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 005/100 | step 00030/00625 | lr 4.805e-01 | atrl 4.319e+00 | trl0 3.898e+00 | nm 1.314e+02 | nmx 9.913e-01 | 
+2025-11-24 16:54:43,612 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 005/100 | step 00031/00625 | lr 4.805e-01 | atrl 4.427e+00 | trl0 3.968e+00 | nm 1.314e+02 | nmx 9.827e-01 | 
+2025-11-24 16:54:47,349 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 005/100 | step 00032/00625 | lr 4.805e-01 | atrl 4.391e+00 | trl0 3.942e+00 | nm 1.314e+02 | nmx 9.723e-01 | 
+2025-11-24 16:54:51,087 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 005/100 | step 00033/00625 | lr 4.805e-01 | atrl 4.417e+00 | trl0 3.970e+00 | nm 1.314e+02 | nmx 9.766e-01 | 
+2025-11-24 16:54:54,825 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 005/100 | step 00034/00625 | lr 4.805e-01 | atrl 4.435e+00 | trl0 3.980e+00 | nm 1.314e+02 | nmx 9.846e-01 | 
+2025-11-24 16:54:58,564 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 005/100 | step 00035/00625 | lr 4.805e-01 | atrl 4.449e+00 | trl0 3.997e+00 | nm 1.314e+02 | nmx 9.890e-01 | 
+2025-11-24 16:55:02,301 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 005/100 | step 00036/00625 | lr 4.805e-01 | atrl 4.403e+00 | trl0 3.955e+00 | nm 1.314e+02 | nmx 9.885e-01 | 
+2025-11-24 16:55:06,038 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 005/100 | step 00037/00625 | lr 4.805e-01 | atrl 4.407e+00 | trl0 3.956e+00 | nm 1.314e+02 | nmx 9.769e-01 | 
+2025-11-24 16:55:09,776 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 005/100 | step 00038/00625 | lr 4.805e-01 | atrl 4.378e+00 | trl0 3.928e+00 | nm 1.314e+02 | nmx 9.731e-01 | 
+2025-11-24 16:55:13,516 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 005/100 | step 00039/00625 | lr 4.805e-01 | atrl 4.429e+00 | trl0 4.000e+00 | nm 1.314e+02 | nmx 9.889e-01 | 
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diff --git a/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-52/train.jsonl b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-52/train.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..36ca7fac7a23d20d34f8bc8704061f5db7c4dd66
--- /dev/null
+++ b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-52/train.jsonl
@@ -0,0 +1,250 @@
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+{"exp_idx": [4, 5], "lr_factor": 0.6, "epoch": [53, 100], "step": [41, 625], "lr": 0.09600000000000002, "atrl": 2.7844247817993164, "trl0": 2.494086980819702, "nm": 111.49755702301694, "nmx": 0.7989071051574227, "olr": 0.16000000000000003, "otrl": 2.500955820083618, "trl01": 2.4467482566833496, "otrl1": 2.4819953441619873, "nm0": 111.5040856770665, "onm": 111.50835748086007, "data_diff": 0.0}
+{"exp_idx": [4, 5], "lr_factor": 0.6, "epoch": [53, 100], "step": [42, 625], "lr": 0.09600000000000002, "atrl": 2.774132013320923, "trl0": 2.487635612487793, "nm": 111.4975244556514, "nmx": 0.8021557324697238, "olr": 0.16000000000000003, "otrl": 2.494068145751953, "trl01": 2.467740058898926, "otrl1": 2.407172441482544, "nm0": 111.5040856770665, "onm": 111.50871580479344, "data_diff": 0.0}
+{"exp_idx": [4, 5], "lr_factor": 0.6, "epoch": [53, 100], "step": [43, 625], "lr": 0.09600000000000002, "atrl": 2.745668649673462, "trl0": 2.4562368392944336, "nm": 111.49744650157513, "nmx": 0.8062956299233751, "olr": 0.16000000000000003, "otrl": 2.4770143032073975, "trl01": 2.5726099014282227, "otrl1": 2.528926372528076, "nm0": 111.5040856770665, "onm": 111.50890158949693, "data_diff": 0.0}
+{"exp_idx": [4, 5], "lr_factor": 0.6, "epoch": [53, 100], "step": [44, 625], "lr": 0.09600000000000002, "atrl": 2.8101885318756104, "trl0": 2.5143895149230957, "nm": 111.49726831835197, "nmx": 0.8083690229923224, "olr": 0.16000000000000003, "otrl": 2.5184812545776367, "trl01": 2.3673696517944336, "otrl1": 2.3443233966827393, "nm0": 111.5040856770665, "onm": 111.50892486091549, "data_diff": 0.0}
+{"exp_idx": [4, 5], "lr_factor": 0.6, "epoch": [53, 100], "step": [45, 625], "lr": 0.09600000000000002, "atrl": 2.780977725982666, "trl0": 2.481551170349121, "nm": 111.4969167965717, "nmx": 0.8076828376800558, "olr": 0.16000000000000003, "otrl": 2.484071731567383, "trl01": 2.5428385734558105, "otrl1": 2.484715223312378, "nm0": 111.5040856770665, "onm": 111.50874893550397, "data_diff": 0.0}
+{"exp_idx": [4, 5], "lr_factor": 0.6, "epoch": [53, 100], "step": [46, 625], "lr": 0.09600000000000002, "atrl": 2.783282518386841, "trl0": 2.488145351409912, "nm": 111.49666720326542, "nmx": 0.8053077064725331, "olr": 0.16000000000000003, "otrl": 2.490755081176758, "trl01": 2.3761661052703857, "otrl1": 2.366621971130371, "nm0": 111.5040856770665, "onm": 111.50877884272248, "data_diff": 0.0}
+{"exp_idx": [4, 5], "lr_factor": 0.6, "epoch": [53, 100], "step": [47, 625], "lr": 0.09600000000000002, "atrl": 2.736368179321289, "trl0": 2.437473773956299, "nm": 111.49644661675445, "nmx": 0.8032496352277834, "olr": 0.16000000000000003, "otrl": 2.4417006969451904, "trl01": 2.417173385620117, "otrl1": 2.4083402156829834, "nm0": 111.5040856770665, "onm": 111.50890040837021, "data_diff": 0.0}
+{"exp_idx": [4, 5], "lr_factor": 0.6, "epoch": [53, 100], "step": [48, 625], "lr": 0.09600000000000002, "atrl": 2.793057918548584, "trl0": 2.4966843128204346, "nm": 111.49624090506725, "nmx": 0.8033617681353159, "olr": 0.16000000000000003, "otrl": 2.5205652713775635, "trl01": 2.480409860610962, "otrl1": 2.527287006378174, "nm0": 111.5040856770665, "onm": 111.50903177664725, "data_diff": 0.0}
+{"exp_idx": [4, 5], "lr_factor": 0.6, "epoch": [53, 100], "step": [49, 625], "lr": 0.09600000000000002, "atrl": 2.834482431411743, "trl0": 2.551380157470703, "nm": 111.49621282185694, "nmx": 0.8073093102810984, "olr": 0.16000000000000003, "otrl": 2.5297608375549316, "trl01": 2.4469640254974365, "otrl1": 2.4335782527923584, "nm0": 111.5040856770665, "onm": 111.50929804677531, "data_diff": 0.0}
diff --git a/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-52/train.log b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-52/train.log
new file mode 100644
index 0000000000000000000000000000000000000000..058e360013665e9b8e67c77c4dcb60a9e66774de
--- /dev/null
+++ b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-52/train.log
@@ -0,0 +1,311 @@
+2025-11-24 18:57:01,635 | INFO | LR factors: [1.4 1.2 1.  0.8 0.6]
+2025-11-24 18:57:03,697 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 18:57:03,697 | INFO | Starting LR test 1/5: lr=1.4000
+2025-11-24 18:57:03,698 | INFO | Starting EoS for LR factor 1.4000
+2025-11-24 18:57:03,698 | INFO | Starting EoS for checkpoint 52
+2025-11-24 18:57:03,698 | INFO | Starting EoS for model resnet50
+2025-11-24 18:57:04,173 | INFO | Model state successfully loaded
+2025-11-24 18:57:05,794 | INFO | Wrapped model with DDP
+2025-11-24 18:57:05,796 | INFO | Current learning rate: 0.22400000000000003
+2025-11-24 18:57:05,796 | INFO | Original learning rate: 0.16000000000000003
+2025-11-24 18:57:05,821 | INFO | 🎯 Momentum Information:
+2025-11-24 18:57:05,821 | INFO |   Extracted vectors: 161
+2025-11-24 18:57:05,821 | INFO |   Has momentum state: True
+2025-11-24 18:57:15,188 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 053/100 | step 00000/00625 | lr 2.240e-01 | atrl 2.516e+00 | trl0 2.516e+00 | nm 1.115e+02 | nmx 5.828e-01 | 
+2025-11-24 18:57:18,986 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 053/100 | step 00001/00625 | lr 2.240e-01 | atrl 2.702e+00 | trl0 2.518e+00 | nm 1.115e+02 | nmx 1.002e+00 | 
+2025-11-24 18:57:22,733 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 053/100 | step 00002/00625 | lr 2.240e-01 | atrl 3.057e+00 | trl0 2.548e+00 | nm 1.115e+02 | nmx 1.204e+00 | 
+2025-11-24 18:57:26,474 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 053/100 | step 00003/00625 | lr 2.240e-01 | atrl 3.175e+00 | trl0 2.444e+00 | nm 1.115e+02 | nmx 1.189e+00 | 
+2025-11-24 18:57:30,217 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 053/100 | step 00004/00625 | lr 2.240e-01 | atrl 3.186e+00 | trl0 2.514e+00 | nm 1.115e+02 | nmx 1.046e+00 | 
+2025-11-24 18:57:33,959 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 053/100 | step 00005/00625 | lr 2.240e-01 | atrl 3.067e+00 | trl0 2.553e+00 | nm 1.115e+02 | nmx 9.276e-01 | 
+2025-11-24 18:57:37,701 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 053/100 | step 00006/00625 | lr 2.240e-01 | atrl 2.903e+00 | trl0 2.516e+00 | nm 1.115e+02 | nmx 9.653e-01 | 
+2025-11-24 18:57:41,442 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 053/100 | step 00007/00625 | lr 2.240e-01 | atrl 2.985e+00 | trl0 2.536e+00 | nm 1.115e+02 | nmx 1.103e+00 | 
+2025-11-24 18:57:45,185 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 053/100 | step 00008/00625 | lr 2.240e-01 | atrl 3.003e+00 | trl0 2.396e+00 | nm 1.115e+02 | nmx 1.208e+00 | 
+2025-11-24 18:57:48,924 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 053/100 | step 00009/00625 | lr 2.240e-01 | atrl 3.205e+00 | trl0 2.458e+00 | nm 1.115e+02 | nmx 1.224e+00 | 
+2025-11-24 18:57:52,665 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 053/100 | step 00010/00625 | lr 2.240e-01 | atrl 3.313e+00 | trl0 2.564e+00 | nm 1.115e+02 | nmx 1.171e+00 | 
+2025-11-24 18:57:56,404 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 053/100 | step 00011/00625 | lr 2.240e-01 | atrl 3.139e+00 | trl0 2.444e+00 | nm 1.115e+02 | nmx 1.109e+00 | 
+2025-11-24 18:58:00,146 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 053/100 | step 00012/00625 | lr 2.240e-01 | atrl 3.102e+00 | trl0 2.470e+00 | nm 1.115e+02 | nmx 1.093e+00 | 
+2025-11-24 18:58:03,887 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 053/100 | step 00013/00625 | lr 2.240e-01 | atrl 3.107e+00 | trl0 2.493e+00 | nm 1.115e+02 | nmx 1.138e+00 | 
+2025-11-24 18:58:07,628 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 053/100 | step 00014/00625 | lr 2.240e-01 | atrl 3.171e+00 | trl0 2.520e+00 | nm 1.115e+02 | nmx 1.204e+00 | 
+2025-11-24 18:58:11,368 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 053/100 | step 00015/00625 | lr 2.240e-01 | atrl 3.167e+00 | trl0 2.429e+00 | nm 1.115e+02 | nmx 1.236e+00 | 
+2025-11-24 18:58:15,113 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 053/100 | step 00016/00625 | lr 2.240e-01 | atrl 3.308e+00 | trl0 2.529e+00 | nm 1.115e+02 | nmx 1.221e+00 | 
+2025-11-24 18:58:18,854 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 053/100 | step 00017/00625 | lr 2.240e-01 | atrl 3.212e+00 | trl0 2.469e+00 | nm 1.115e+02 | nmx 1.193e+00 | 
+2025-11-24 18:58:22,598 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 053/100 | step 00018/00625 | lr 2.240e-01 | atrl 3.217e+00 | trl0 2.508e+00 | nm 1.115e+02 | nmx 1.184e+00 | 
+2025-11-24 18:58:26,341 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 053/100 | step 00019/00625 | lr 2.240e-01 | atrl 3.220e+00 | trl0 2.511e+00 | nm 1.115e+02 | nmx 1.199e+00 | 
+2025-11-24 18:58:30,083 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 053/100 | step 00020/00625 | lr 2.240e-01 | atrl 3.225e+00 | trl0 2.505e+00 | nm 1.115e+02 | nmx 1.227e+00 | 
+2025-11-24 18:58:33,824 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 053/100 | step 00021/00625 | lr 2.240e-01 | atrl 3.209e+00 | trl0 2.448e+00 | nm 1.115e+02 | nmx 1.245e+00 | 
+2025-11-24 18:58:37,564 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 053/100 | step 00022/00625 | lr 2.240e-01 | atrl 3.238e+00 | trl0 2.452e+00 | nm 1.115e+02 | nmx 1.243e+00 | 
+2025-11-24 18:58:41,304 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 053/100 | step 00023/00625 | lr 2.240e-01 | atrl 3.317e+00 | trl0 2.544e+00 | nm 1.115e+02 | nmx 1.231e+00 | 
+2025-11-24 18:58:45,046 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 053/100 | step 00024/00625 | lr 2.240e-01 | atrl 3.274e+00 | trl0 2.499e+00 | nm 1.115e+02 | nmx 1.221e+00 | 
+2025-11-24 18:58:48,790 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 053/100 | step 00025/00625 | lr 2.240e-01 | atrl 3.260e+00 | trl0 2.512e+00 | nm 1.115e+02 | nmx 1.224e+00 | 
+2025-11-24 18:58:52,529 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 053/100 | step 00026/00625 | lr 2.240e-01 | atrl 3.307e+00 | trl0 2.541e+00 | nm 1.115e+02 | nmx 1.232e+00 | 
+2025-11-24 18:58:56,268 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 053/100 | step 00027/00625 | lr 2.240e-01 | atrl 3.257e+00 | trl0 2.469e+00 | nm 1.115e+02 | nmx 1.240e+00 | 
+2025-11-24 18:59:00,011 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 053/100 | step 00028/00625 | lr 2.240e-01 | atrl 3.318e+00 | trl0 2.537e+00 | nm 1.115e+02 | nmx 1.249e+00 | 
+2025-11-24 18:59:03,752 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 053/100 | step 00029/00625 | lr 2.240e-01 | atrl 3.354e+00 | trl0 2.559e+00 | nm 1.115e+02 | nmx 1.251e+00 | 
+2025-11-24 18:59:07,492 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 053/100 | step 00030/00625 | lr 2.240e-01 | atrl 3.240e+00 | trl0 2.442e+00 | nm 1.115e+02 | nmx 1.247e+00 | 
+2025-11-24 18:59:11,233 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 053/100 | step 00031/00625 | lr 2.240e-01 | atrl 3.293e+00 | trl0 2.500e+00 | nm 1.115e+02 | nmx 1.245e+00 | 
+2025-11-24 18:59:14,975 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 053/100 | step 00032/00625 | lr 2.240e-01 | atrl 3.261e+00 | trl0 2.481e+00 | nm 1.115e+02 | nmx 1.250e+00 | 
+2025-11-24 18:59:18,716 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 053/100 | step 00033/00625 | lr 2.240e-01 | atrl 3.266e+00 | trl0 2.454e+00 | nm 1.115e+02 | nmx 1.253e+00 | 
+2025-11-24 18:59:22,457 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 053/100 | step 00034/00625 | lr 2.240e-01 | atrl 3.345e+00 | trl0 2.550e+00 | nm 1.115e+02 | nmx 1.259e+00 | 
+2025-11-24 18:59:26,197 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 053/100 | step 00035/00625 | lr 2.240e-01 | atrl 3.248e+00 | trl0 2.439e+00 | nm 1.115e+02 | nmx 1.265e+00 | 
+2025-11-24 18:59:29,938 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 053/100 | step 00036/00625 | lr 2.240e-01 | atrl 3.267e+00 | trl0 2.444e+00 | nm 1.115e+02 | nmx 1.261e+00 | 
+2025-11-24 18:59:33,685 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 053/100 | step 00037/00625 | lr 2.240e-01 | atrl 3.299e+00 | trl0 2.507e+00 | nm 1.115e+02 | nmx 1.257e+00 | 
+2025-11-24 18:59:37,427 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 053/100 | step 00038/00625 | lr 2.240e-01 | atrl 3.334e+00 | trl0 2.528e+00 | nm 1.115e+02 | nmx 1.254e+00 | 
+2025-11-24 18:59:41,173 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 053/100 | step 00039/00625 | lr 2.240e-01 | atrl 3.355e+00 | trl0 2.563e+00 | nm 1.115e+02 | nmx 1.258e+00 | 
+2025-11-24 18:59:44,915 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 053/100 | step 00040/00625 | lr 2.240e-01 | atrl 3.329e+00 | trl0 2.490e+00 | nm 1.115e+02 | nmx 1.261e+00 | 
+2025-11-24 18:59:48,658 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 053/100 | step 00041/00625 | lr 2.240e-01 | atrl 3.295e+00 | trl0 2.494e+00 | nm 1.115e+02 | nmx 1.272e+00 | 
+2025-11-24 18:59:52,400 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 053/100 | step 00042/00625 | lr 2.240e-01 | atrl 3.333e+00 | trl0 2.488e+00 | nm 1.115e+02 | nmx 1.276e+00 | 
+2025-11-24 18:59:56,140 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 053/100 | step 00043/00625 | lr 2.240e-01 | atrl 3.261e+00 | trl0 2.456e+00 | nm 1.115e+02 | nmx 1.279e+00 | 
+2025-11-24 18:59:59,884 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 053/100 | step 00044/00625 | lr 2.240e-01 | atrl 3.361e+00 | trl0 2.514e+00 | nm 1.115e+02 | nmx 1.271e+00 | 
+2025-11-24 19:00:03,625 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 053/100 | step 00045/00625 | lr 2.240e-01 | atrl 3.315e+00 | trl0 2.482e+00 | nm 1.115e+02 | nmx 1.260e+00 | 
+2025-11-24 19:00:07,370 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 053/100 | step 00046/00625 | lr 2.240e-01 | atrl 3.294e+00 | trl0 2.488e+00 | nm 1.115e+02 | nmx 1.259e+00 | 
+2025-11-24 19:00:11,112 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 053/100 | step 00047/00625 | lr 2.240e-01 | atrl 3.259e+00 | trl0 2.437e+00 | nm 1.115e+02 | nmx 1.265e+00 | 
+2025-11-24 19:00:14,859 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 053/100 | step 00048/00625 | lr 2.240e-01 | atrl 3.315e+00 | trl0 2.497e+00 | nm 1.115e+02 | nmx 1.278e+00 | 
+2025-11-24 19:00:18,600 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 053/100 | step 00049/00625 | lr 2.240e-01 | atrl 3.385e+00 | trl0 2.551e+00 | nm 1.115e+02 | nmx 1.287e+00 | 
+2025-11-24 19:00:18,948 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 19:00:18,948 | INFO | Starting LR test 2/5: lr=1.2000
+2025-11-24 19:00:18,949 | INFO | Starting EoS for LR factor 1.2000
+2025-11-24 19:00:18,949 | INFO | Starting EoS for checkpoint 52
+2025-11-24 19:00:18,949 | INFO | Starting EoS for model resnet50
+2025-11-24 19:00:19,343 | INFO | Model state successfully loaded
+2025-11-24 19:00:19,567 | INFO | Wrapped model with DDP
+2025-11-24 19:00:19,570 | INFO | Current learning rate: 0.19200000000000003
+2025-11-24 19:00:19,570 | INFO | Original learning rate: 0.16000000000000003
+2025-11-24 19:00:19,595 | INFO | 🎯 Momentum Information:
+2025-11-24 19:00:19,595 | INFO |   Extracted vectors: 161
+2025-11-24 19:00:19,595 | INFO |   Has momentum state: True
+2025-11-24 19:00:27,394 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 053/100 | step 00000/00625 | lr 1.920e-01 | atrl 2.516e+00 | trl0 2.516e+00 | nm 1.115e+02 | nmx 4.996e-01 | 
+2025-11-24 19:00:31,135 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 053/100 | step 00001/00625 | lr 1.920e-01 | atrl 2.653e+00 | trl0 2.518e+00 | nm 1.115e+02 | nmx 8.755e-01 | 
+2025-11-24 19:00:34,875 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 053/100 | step 00002/00625 | lr 1.920e-01 | atrl 2.933e+00 | trl0 2.548e+00 | nm 1.115e+02 | nmx 1.086e+00 | 
+2025-11-24 19:00:38,615 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 053/100 | step 00003/00625 | lr 1.920e-01 | atrl 3.036e+00 | trl0 2.444e+00 | nm 1.115e+02 | nmx 1.122e+00 | 
+2025-11-24 19:00:42,354 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 053/100 | step 00004/00625 | lr 1.920e-01 | atrl 3.112e+00 | trl0 2.514e+00 | nm 1.115e+02 | nmx 1.033e+00 | 
+2025-11-24 19:00:46,096 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 053/100 | step 00005/00625 | lr 1.920e-01 | atrl 3.052e+00 | trl0 2.553e+00 | nm 1.115e+02 | nmx 9.125e-01 | 
+2025-11-24 19:00:49,837 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 053/100 | step 00006/00625 | lr 1.920e-01 | atrl 2.879e+00 | trl0 2.516e+00 | nm 1.115e+02 | nmx 8.763e-01 | 
+2025-11-24 19:00:53,576 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 053/100 | step 00007/00625 | lr 1.920e-01 | atrl 2.886e+00 | trl0 2.536e+00 | nm 1.115e+02 | nmx 9.512e-01 | 
+2025-11-24 19:00:57,319 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 053/100 | step 00008/00625 | lr 1.920e-01 | atrl 2.824e+00 | trl0 2.396e+00 | nm 1.115e+02 | nmx 1.058e+00 | 
+2025-11-24 19:01:01,061 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 053/100 | step 00009/00625 | lr 1.920e-01 | atrl 3.018e+00 | trl0 2.458e+00 | nm 1.115e+02 | nmx 1.121e+00 | 
+2025-11-24 19:01:04,801 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 053/100 | step 00010/00625 | lr 1.920e-01 | atrl 3.174e+00 | trl0 2.564e+00 | nm 1.115e+02 | nmx 1.123e+00 | 
+2025-11-24 19:01:08,544 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 053/100 | step 00011/00625 | lr 1.920e-01 | atrl 3.073e+00 | trl0 2.444e+00 | nm 1.115e+02 | nmx 1.081e+00 | 
+2025-11-24 19:01:12,285 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 053/100 | step 00012/00625 | lr 1.920e-01 | atrl 3.065e+00 | trl0 2.470e+00 | nm 1.115e+02 | nmx 1.031e+00 | 
+2025-11-24 19:01:16,026 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 053/100 | step 00013/00625 | lr 1.920e-01 | atrl 3.038e+00 | trl0 2.493e+00 | nm 1.115e+02 | nmx 1.019e+00 | 
+2025-11-24 19:01:19,766 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 053/100 | step 00014/00625 | lr 1.920e-01 | atrl 3.045e+00 | trl0 2.520e+00 | nm 1.115e+02 | nmx 1.053e+00 | 
+2025-11-24 19:01:23,506 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 053/100 | step 00015/00625 | lr 1.920e-01 | atrl 2.986e+00 | trl0 2.429e+00 | nm 1.115e+02 | nmx 1.103e+00 | 
+2025-11-24 19:01:27,246 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 053/100 | step 00016/00625 | lr 1.920e-01 | atrl 3.146e+00 | trl0 2.529e+00 | nm 1.115e+02 | nmx 1.133e+00 | 
+2025-11-24 19:01:30,988 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 053/100 | step 00017/00625 | lr 1.920e-01 | atrl 3.106e+00 | trl0 2.469e+00 | nm 1.115e+02 | nmx 1.134e+00 | 
+2025-11-24 19:01:34,727 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 053/100 | step 00018/00625 | lr 1.920e-01 | atrl 3.140e+00 | trl0 2.508e+00 | nm 1.115e+02 | nmx 1.117e+00 | 
+2025-11-24 19:01:38,467 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 053/100 | step 00019/00625 | lr 1.920e-01 | atrl 3.130e+00 | trl0 2.511e+00 | nm 1.115e+02 | nmx 1.101e+00 | 
+2025-11-24 19:01:42,209 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 053/100 | step 00020/00625 | lr 1.920e-01 | atrl 3.095e+00 | trl0 2.505e+00 | nm 1.115e+02 | nmx 1.101e+00 | 
+2025-11-24 19:01:45,949 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 053/100 | step 00021/00625 | lr 1.920e-01 | atrl 3.047e+00 | trl0 2.448e+00 | nm 1.115e+02 | nmx 1.116e+00 | 
+2025-11-24 19:01:49,688 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 053/100 | step 00022/00625 | lr 1.920e-01 | atrl 3.067e+00 | trl0 2.452e+00 | nm 1.115e+02 | nmx 1.133e+00 | 
+2025-11-24 19:01:53,429 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 053/100 | step 00023/00625 | lr 1.920e-01 | atrl 3.168e+00 | trl0 2.544e+00 | nm 1.115e+02 | nmx 1.144e+00 | 
+2025-11-24 19:01:57,171 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 053/100 | step 00024/00625 | lr 1.920e-01 | atrl 3.157e+00 | trl0 2.499e+00 | nm 1.115e+02 | nmx 1.143e+00 | 
+2025-11-24 19:02:00,911 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 053/100 | step 00025/00625 | lr 1.920e-01 | atrl 3.150e+00 | trl0 2.512e+00 | nm 1.115e+02 | nmx 1.136e+00 | 
+2025-11-24 19:02:04,652 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 053/100 | step 00026/00625 | lr 1.920e-01 | atrl 3.187e+00 | trl0 2.541e+00 | nm 1.115e+02 | nmx 1.128e+00 | 
+2025-11-24 19:02:08,393 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 053/100 | step 00027/00625 | lr 1.920e-01 | atrl 3.124e+00 | trl0 2.469e+00 | nm 1.115e+02 | nmx 1.123e+00 | 
+2025-11-24 19:02:12,136 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 053/100 | step 00028/00625 | lr 1.920e-01 | atrl 3.172e+00 | trl0 2.537e+00 | nm 1.115e+02 | nmx 1.127e+00 | 
+2025-11-24 19:02:15,877 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 053/100 | step 00029/00625 | lr 1.920e-01 | atrl 3.198e+00 | trl0 2.559e+00 | nm 1.115e+02 | nmx 1.140e+00 | 
+2025-11-24 19:02:19,616 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 053/100 | step 00030/00625 | lr 1.920e-01 | atrl 3.094e+00 | trl0 2.442e+00 | nm 1.115e+02 | nmx 1.150e+00 | 
+2025-11-24 19:02:23,356 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 053/100 | step 00031/00625 | lr 1.920e-01 | atrl 3.167e+00 | trl0 2.500e+00 | nm 1.115e+02 | nmx 1.151e+00 | 
+2025-11-24 19:02:27,097 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 053/100 | step 00032/00625 | lr 1.920e-01 | atrl 3.141e+00 | trl0 2.481e+00 | nm 1.115e+02 | nmx 1.147e+00 | 
+2025-11-24 19:02:30,837 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 053/100 | step 00033/00625 | lr 1.920e-01 | atrl 3.126e+00 | trl0 2.454e+00 | nm 1.115e+02 | nmx 1.139e+00 | 
+2025-11-24 19:02:34,577 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 053/100 | step 00034/00625 | lr 1.920e-01 | atrl 3.193e+00 | trl0 2.550e+00 | nm 1.115e+02 | nmx 1.138e+00 | 
+2025-11-24 19:02:38,318 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 053/100 | step 00035/00625 | lr 1.920e-01 | atrl 3.097e+00 | trl0 2.439e+00 | nm 1.115e+02 | nmx 1.145e+00 | 
+2025-11-24 19:02:42,058 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 053/100 | step 00036/00625 | lr 1.920e-01 | atrl 3.102e+00 | trl0 2.444e+00 | nm 1.115e+02 | nmx 1.153e+00 | 
+2025-11-24 19:02:45,799 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 053/100 | step 00037/00625 | lr 1.920e-01 | atrl 3.157e+00 | trl0 2.507e+00 | nm 1.115e+02 | nmx 1.159e+00 | 
+2025-11-24 19:02:49,540 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 053/100 | step 00038/00625 | lr 1.920e-01 | atrl 3.216e+00 | trl0 2.528e+00 | nm 1.115e+02 | nmx 1.157e+00 | 
+2025-11-24 19:02:53,281 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 053/100 | step 00039/00625 | lr 1.920e-01 | atrl 3.228e+00 | trl0 2.563e+00 | nm 1.115e+02 | nmx 1.155e+00 | 
+2025-11-24 19:02:57,022 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 053/100 | step 00040/00625 | lr 1.920e-01 | atrl 3.187e+00 | trl0 2.490e+00 | nm 1.115e+02 | nmx 1.152e+00 | 
+2025-11-24 19:03:00,760 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 053/100 | step 00041/00625 | lr 1.920e-01 | atrl 3.154e+00 | trl0 2.494e+00 | nm 1.115e+02 | nmx 1.158e+00 | 
+2025-11-24 19:03:04,500 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 053/100 | step 00042/00625 | lr 1.920e-01 | atrl 3.184e+00 | trl0 2.488e+00 | nm 1.115e+02 | nmx 1.160e+00 | 
+2025-11-24 19:03:08,241 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 053/100 | step 00043/00625 | lr 1.920e-01 | atrl 3.120e+00 | trl0 2.456e+00 | nm 1.115e+02 | nmx 1.166e+00 | 
+2025-11-24 19:03:11,980 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 053/100 | step 00044/00625 | lr 1.920e-01 | atrl 3.202e+00 | trl0 2.514e+00 | nm 1.115e+02 | nmx 1.170e+00 | 
+2025-11-24 19:03:15,722 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 053/100 | step 00045/00625 | lr 1.920e-01 | atrl 3.183e+00 | trl0 2.482e+00 | nm 1.115e+02 | nmx 1.164e+00 | 
+2025-11-24 19:03:19,464 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 053/100 | step 00046/00625 | lr 1.920e-01 | atrl 3.173e+00 | trl0 2.488e+00 | nm 1.115e+02 | nmx 1.155e+00 | 
+2025-11-24 19:03:23,205 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 053/100 | step 00047/00625 | lr 1.920e-01 | atrl 3.109e+00 | trl0 2.437e+00 | nm 1.115e+02 | nmx 1.153e+00 | 
+2025-11-24 19:03:26,945 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 053/100 | step 00048/00625 | lr 1.920e-01 | atrl 3.168e+00 | trl0 2.497e+00 | nm 1.115e+02 | nmx 1.159e+00 | 
+2025-11-24 19:03:30,685 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 053/100 | step 00049/00625 | lr 1.920e-01 | atrl 3.231e+00 | trl0 2.551e+00 | nm 1.115e+02 | nmx 1.168e+00 | 
+2025-11-24 19:03:31,305 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 19:03:31,306 | INFO | Starting LR test 3/5: lr=1.0000
+2025-11-24 19:03:31,306 | INFO | Starting EoS for LR factor 1.0000
+2025-11-24 19:03:31,306 | INFO | Starting EoS for checkpoint 52
+2025-11-24 19:03:31,306 | INFO | Starting EoS for model resnet50
+2025-11-24 19:03:31,693 | INFO | Model state successfully loaded
+2025-11-24 19:03:31,958 | INFO | Wrapped model with DDP
+2025-11-24 19:03:31,961 | INFO | Current learning rate: 0.16000000000000003
+2025-11-24 19:03:31,961 | INFO | Original learning rate: 0.16000000000000003
+2025-11-24 19:03:31,966 | INFO | 🎯 Momentum Information:
+2025-11-24 19:03:31,966 | INFO |   Extracted vectors: 161
+2025-11-24 19:03:31,966 | INFO |   Has momentum state: True
+2025-11-24 19:03:39,365 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 053/100 | step 00000/00625 | lr 1.600e-01 | atrl 2.516e+00 | trl0 2.516e+00 | nm 1.115e+02 | nmx 4.163e-01 | 
+2025-11-24 19:03:43,107 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 053/100 | step 00001/00625 | lr 1.600e-01 | atrl 2.611e+00 | trl0 2.518e+00 | nm 1.115e+02 | nmx 7.437e-01 | 
+2025-11-24 19:03:46,845 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 053/100 | step 00002/00625 | lr 1.600e-01 | atrl 2.822e+00 | trl0 2.548e+00 | nm 1.115e+02 | nmx 9.525e-01 | 
+2025-11-24 19:03:50,585 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 053/100 | step 00003/00625 | lr 1.600e-01 | atrl 2.895e+00 | trl0 2.444e+00 | nm 1.115e+02 | nmx 1.028e+00 | 
+2025-11-24 19:03:54,323 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 053/100 | step 00004/00625 | lr 1.600e-01 | atrl 3.013e+00 | trl0 2.514e+00 | nm 1.115e+02 | nmx 9.956e-01 | 
+2025-11-24 19:03:58,063 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 053/100 | step 00005/00625 | lr 1.600e-01 | atrl 3.014e+00 | trl0 2.553e+00 | nm 1.115e+02 | nmx 9.043e-01 | 
+2025-11-24 19:04:01,804 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 053/100 | step 00006/00625 | lr 1.600e-01 | atrl 2.868e+00 | trl0 2.516e+00 | nm 1.115e+02 | nmx 8.310e-01 | 
+2025-11-24 19:04:05,545 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 053/100 | step 00007/00625 | lr 1.600e-01 | atrl 2.833e+00 | trl0 2.536e+00 | nm 1.115e+02 | nmx 8.324e-01 | 
+2025-11-24 19:04:09,287 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 053/100 | step 00008/00625 | lr 1.600e-01 | atrl 2.696e+00 | trl0 2.396e+00 | nm 1.115e+02 | nmx 8.984e-01 | 
+2025-11-24 19:04:13,027 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 053/100 | step 00009/00625 | lr 1.600e-01 | atrl 2.840e+00 | trl0 2.458e+00 | nm 1.115e+02 | nmx 9.728e-01 | 
+2025-11-24 19:04:16,767 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 053/100 | step 00010/00625 | lr 1.600e-01 | atrl 3.003e+00 | trl0 2.564e+00 | nm 1.115e+02 | nmx 1.021e+00 | 
+2025-11-24 19:04:20,507 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 053/100 | step 00011/00625 | lr 1.600e-01 | atrl 2.952e+00 | trl0 2.444e+00 | nm 1.115e+02 | nmx 1.026e+00 | 
+2025-11-24 19:04:24,247 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 053/100 | step 00012/00625 | lr 1.600e-01 | atrl 2.998e+00 | trl0 2.470e+00 | nm 1.115e+02 | nmx 9.963e-01 | 
+2025-11-24 19:04:27,986 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 053/100 | step 00013/00625 | lr 1.600e-01 | atrl 3.000e+00 | trl0 2.493e+00 | nm 1.115e+02 | nmx 9.580e-01 | 
+2025-11-24 19:04:31,727 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 053/100 | step 00014/00625 | lr 1.600e-01 | atrl 2.982e+00 | trl0 2.520e+00 | nm 1.115e+02 | nmx 9.411e-01 | 
+2025-11-24 19:04:35,466 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 053/100 | step 00015/00625 | lr 1.600e-01 | atrl 2.870e+00 | trl0 2.429e+00 | nm 1.115e+02 | nmx 9.551e-01 | 
+2025-11-24 19:04:39,204 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 053/100 | step 00016/00625 | lr 1.600e-01 | atrl 2.988e+00 | trl0 2.529e+00 | nm 1.115e+02 | nmx 9.874e-01 | 
+2025-11-24 19:04:42,946 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 053/100 | step 00017/00625 | lr 1.600e-01 | atrl 2.947e+00 | trl0 2.469e+00 | nm 1.115e+02 | nmx 1.019e+00 | 
+2025-11-24 19:04:46,686 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 053/100 | step 00018/00625 | lr 1.600e-01 | atrl 3.014e+00 | trl0 2.508e+00 | nm 1.115e+02 | nmx 1.035e+00 | 
+2025-11-24 19:04:50,425 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 053/100 | step 00019/00625 | lr 1.600e-01 | atrl 3.038e+00 | trl0 2.511e+00 | nm 1.115e+02 | nmx 1.030e+00 | 
+2025-11-24 19:04:54,165 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 053/100 | step 00020/00625 | lr 1.600e-01 | atrl 3.010e+00 | trl0 2.505e+00 | nm 1.115e+02 | nmx 1.019e+00 | 
+2025-11-24 19:04:57,906 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 053/100 | step 00021/00625 | lr 1.600e-01 | atrl 2.946e+00 | trl0 2.448e+00 | nm 1.115e+02 | nmx 1.009e+00 | 
+2025-11-24 19:05:01,645 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 053/100 | step 00022/00625 | lr 1.600e-01 | atrl 2.939e+00 | trl0 2.452e+00 | nm 1.115e+02 | nmx 1.007e+00 | 
+2025-11-24 19:05:05,385 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 053/100 | step 00023/00625 | lr 1.600e-01 | atrl 3.023e+00 | trl0 2.544e+00 | nm 1.115e+02 | nmx 1.018e+00 | 
+2025-11-24 19:05:09,127 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 053/100 | step 00024/00625 | lr 1.600e-01 | atrl 3.005e+00 | trl0 2.499e+00 | nm 1.115e+02 | nmx 1.031e+00 | 
+2025-11-24 19:05:12,869 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 053/100 | step 00025/00625 | lr 1.600e-01 | atrl 3.020e+00 | trl0 2.512e+00 | nm 1.115e+02 | nmx 1.042e+00 | 
+2025-11-24 19:05:16,611 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 053/100 | step 00026/00625 | lr 1.600e-01 | atrl 3.072e+00 | trl0 2.541e+00 | nm 1.115e+02 | nmx 1.045e+00 | 
+2025-11-24 19:05:20,351 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 053/100 | step 00027/00625 | lr 1.600e-01 | atrl 3.012e+00 | trl0 2.469e+00 | nm 1.115e+02 | nmx 1.041e+00 | 
+2025-11-24 19:05:24,091 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 053/100 | step 00028/00625 | lr 1.600e-01 | atrl 3.077e+00 | trl0 2.537e+00 | nm 1.115e+02 | nmx 1.031e+00 | 
+2025-11-24 19:05:27,830 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 053/100 | step 00029/00625 | lr 1.600e-01 | atrl 3.095e+00 | trl0 2.559e+00 | nm 1.115e+02 | nmx 1.025e+00 | 
+2025-11-24 19:05:31,571 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 053/100 | step 00030/00625 | lr 1.600e-01 | atrl 2.954e+00 | trl0 2.442e+00 | nm 1.115e+02 | nmx 1.030e+00 | 
+2025-11-24 19:05:35,312 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 053/100 | step 00031/00625 | lr 1.600e-01 | atrl 3.027e+00 | trl0 2.500e+00 | nm 1.115e+02 | nmx 1.037e+00 | 
+2025-11-24 19:05:39,052 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 053/100 | step 00032/00625 | lr 1.600e-01 | atrl 3.011e+00 | trl0 2.481e+00 | nm 1.115e+02 | nmx 1.042e+00 | 
+2025-11-24 19:05:42,792 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 053/100 | step 00033/00625 | lr 1.600e-01 | atrl 2.998e+00 | trl0 2.454e+00 | nm 1.115e+02 | nmx 1.043e+00 | 
+2025-11-24 19:05:46,534 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 053/100 | step 00034/00625 | lr 1.600e-01 | atrl 3.080e+00 | trl0 2.550e+00 | nm 1.115e+02 | nmx 1.042e+00 | 
+2025-11-24 19:05:50,274 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 053/100 | step 00035/00625 | lr 1.600e-01 | atrl 2.980e+00 | trl0 2.439e+00 | nm 1.115e+02 | nmx 1.039e+00 | 
+2025-11-24 19:05:54,013 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 053/100 | step 00036/00625 | lr 1.600e-01 | atrl 2.975e+00 | trl0 2.444e+00 | nm 1.115e+02 | nmx 1.036e+00 | 
+2025-11-24 19:05:57,753 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 053/100 | step 00037/00625 | lr 1.600e-01 | atrl 3.017e+00 | trl0 2.507e+00 | nm 1.115e+02 | nmx 1.037e+00 | 
+2025-11-24 19:06:01,492 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 053/100 | step 00038/00625 | lr 1.600e-01 | atrl 3.066e+00 | trl0 2.528e+00 | nm 1.115e+02 | nmx 1.039e+00 | 
+2025-11-24 19:06:05,232 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 053/100 | step 00039/00625 | lr 1.600e-01 | atrl 3.090e+00 | trl0 2.563e+00 | nm 1.115e+02 | nmx 1.043e+00 | 
+2025-11-24 19:06:08,973 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 053/100 | step 00040/00625 | lr 1.600e-01 | atrl 3.041e+00 | trl0 2.490e+00 | nm 1.115e+02 | nmx 1.045e+00 | 
+2025-11-24 19:06:12,714 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 053/100 | step 00041/00625 | lr 1.600e-01 | atrl 3.026e+00 | trl0 2.494e+00 | nm 1.115e+02 | nmx 1.050e+00 | 
+2025-11-24 19:06:16,455 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 053/100 | step 00042/00625 | lr 1.600e-01 | atrl 3.040e+00 | trl0 2.488e+00 | nm 1.115e+02 | nmx 1.051e+00 | 
+2025-11-24 19:06:20,196 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 053/100 | step 00043/00625 | lr 1.600e-01 | atrl 2.991e+00 | trl0 2.456e+00 | nm 1.115e+02 | nmx 1.052e+00 | 
+2025-11-24 19:06:23,937 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 053/100 | step 00044/00625 | lr 1.600e-01 | atrl 3.063e+00 | trl0 2.514e+00 | nm 1.115e+02 | nmx 1.052e+00 | 
+2025-11-24 19:06:27,676 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 053/100 | step 00045/00625 | lr 1.600e-01 | atrl 3.032e+00 | trl0 2.482e+00 | nm 1.115e+02 | nmx 1.049e+00 | 
+2025-11-24 19:06:31,418 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 053/100 | step 00046/00625 | lr 1.600e-01 | atrl 3.025e+00 | trl0 2.488e+00 | nm 1.115e+02 | nmx 1.048e+00 | 
+2025-11-24 19:06:35,158 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 053/100 | step 00047/00625 | lr 1.600e-01 | atrl 2.982e+00 | trl0 2.437e+00 | nm 1.115e+02 | nmx 1.046e+00 | 
+2025-11-24 19:06:38,898 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 053/100 | step 00048/00625 | lr 1.600e-01 | atrl 3.040e+00 | trl0 2.497e+00 | nm 1.115e+02 | nmx 1.047e+00 | 
+2025-11-24 19:06:42,639 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 053/100 | step 00049/00625 | lr 1.600e-01 | atrl 3.094e+00 | trl0 2.551e+00 | nm 1.115e+02 | nmx 1.052e+00 | 
+2025-11-24 19:06:43,308 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 19:06:43,309 | INFO | Starting LR test 4/5: lr=0.8000
+2025-11-24 19:06:43,309 | INFO | Starting EoS for LR factor 0.8000
+2025-11-24 19:06:43,309 | INFO | Starting EoS for checkpoint 52
+2025-11-24 19:06:43,309 | INFO | Starting EoS for model resnet50
+2025-11-24 19:06:43,692 | INFO | Model state successfully loaded
+2025-11-24 19:06:43,901 | INFO | Wrapped model with DDP
+2025-11-24 19:06:43,903 | INFO | Current learning rate: 0.128
+2025-11-24 19:06:43,903 | INFO | Original learning rate: 0.16000000000000003
+2025-11-24 19:06:43,907 | INFO | 🎯 Momentum Information:
+2025-11-24 19:06:43,907 | INFO |   Extracted vectors: 161
+2025-11-24 19:06:43,907 | INFO |   Has momentum state: True
+2025-11-24 19:06:51,339 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 053/100 | step 00000/00625 | lr 1.280e-01 | atrl 2.516e+00 | trl0 2.516e+00 | nm 1.115e+02 | nmx 3.331e-01 | 
+2025-11-24 19:06:55,083 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 053/100 | step 00001/00625 | lr 1.280e-01 | atrl 2.577e+00 | trl0 2.518e+00 | nm 1.115e+02 | nmx 6.063e-01 | 
+2025-11-24 19:06:58,824 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 053/100 | step 00002/00625 | lr 1.280e-01 | atrl 2.726e+00 | trl0 2.548e+00 | nm 1.115e+02 | nmx 8.009e-01 | 
+2025-11-24 19:07:02,565 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 053/100 | step 00003/00625 | lr 1.280e-01 | atrl 2.758e+00 | trl0 2.444e+00 | nm 1.115e+02 | nmx 9.031e-01 | 
+2025-11-24 19:07:06,307 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 053/100 | step 00004/00625 | lr 1.280e-01 | atrl 2.893e+00 | trl0 2.514e+00 | nm 1.115e+02 | nmx 9.211e-01 | 
+2025-11-24 19:07:10,047 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 053/100 | step 00005/00625 | lr 1.280e-01 | atrl 2.942e+00 | trl0 2.553e+00 | nm 1.115e+02 | nmx 8.774e-01 | 
+2025-11-24 19:07:13,788 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 053/100 | step 00006/00625 | lr 1.280e-01 | atrl 2.846e+00 | trl0 2.516e+00 | nm 1.115e+02 | nmx 8.114e-01 | 
+2025-11-24 19:07:17,529 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 053/100 | step 00007/00625 | lr 1.280e-01 | atrl 2.809e+00 | trl0 2.536e+00 | nm 1.115e+02 | nmx 7.670e-01 | 
+2025-11-24 19:07:21,272 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 053/100 | step 00008/00625 | lr 1.280e-01 | atrl 2.630e+00 | trl0 2.396e+00 | nm 1.115e+02 | nmx 7.702e-01 | 
+2025-11-24 19:07:25,012 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 053/100 | step 00009/00625 | lr 1.280e-01 | atrl 2.708e+00 | trl0 2.458e+00 | nm 1.115e+02 | nmx 8.113e-01 | 
+2025-11-24 19:07:28,751 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 053/100 | step 00010/00625 | lr 1.280e-01 | atrl 2.843e+00 | trl0 2.564e+00 | nm 1.115e+02 | nmx 8.656e-01 | 
+2025-11-24 19:07:32,491 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 053/100 | step 00011/00625 | lr 1.280e-01 | atrl 2.795e+00 | trl0 2.444e+00 | nm 1.115e+02 | nmx 9.060e-01 | 
+2025-11-24 19:07:36,233 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 053/100 | step 00012/00625 | lr 1.280e-01 | atrl 2.866e+00 | trl0 2.470e+00 | nm 1.115e+02 | nmx 9.190e-01 | 
+2025-11-24 19:07:39,972 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 053/100 | step 00013/00625 | lr 1.280e-01 | atrl 2.915e+00 | trl0 2.493e+00 | nm 1.115e+02 | nmx 9.070e-01 | 
+2025-11-24 19:07:43,714 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 053/100 | step 00014/00625 | lr 1.280e-01 | atrl 2.923e+00 | trl0 2.520e+00 | nm 1.115e+02 | nmx 8.833e-01 | 
+2025-11-24 19:07:47,455 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 053/100 | step 00015/00625 | lr 1.280e-01 | atrl 2.814e+00 | trl0 2.429e+00 | nm 1.115e+02 | nmx 8.611e-01 | 
+2025-11-24 19:07:51,195 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 053/100 | step 00016/00625 | lr 1.280e-01 | atrl 2.895e+00 | trl0 2.529e+00 | nm 1.115e+02 | nmx 8.534e-01 | 
+2025-11-24 19:07:54,934 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 053/100 | step 00017/00625 | lr 1.280e-01 | atrl 2.819e+00 | trl0 2.469e+00 | nm 1.115e+02 | nmx 8.648e-01 | 
+2025-11-24 19:07:58,675 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 053/100 | step 00018/00625 | lr 1.280e-01 | atrl 2.864e+00 | trl0 2.508e+00 | nm 1.115e+02 | nmx 8.873e-01 | 
+2025-11-24 19:08:02,415 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 053/100 | step 00019/00625 | lr 1.280e-01 | atrl 2.892e+00 | trl0 2.511e+00 | nm 1.115e+02 | nmx 9.073e-01 | 
+2025-11-24 19:08:06,156 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 053/100 | step 00020/00625 | lr 1.280e-01 | atrl 2.894e+00 | trl0 2.505e+00 | nm 1.115e+02 | nmx 9.197e-01 | 
+2025-11-24 19:08:09,896 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 053/100 | step 00021/00625 | lr 1.280e-01 | atrl 2.846e+00 | trl0 2.448e+00 | nm 1.115e+02 | nmx 9.223e-01 | 
+2025-11-24 19:08:13,635 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 053/100 | step 00022/00625 | lr 1.280e-01 | atrl 2.850e+00 | trl0 2.452e+00 | nm 1.115e+02 | nmx 9.177e-01 | 
+2025-11-24 19:08:17,375 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 053/100 | step 00023/00625 | lr 1.280e-01 | atrl 2.935e+00 | trl0 2.544e+00 | nm 1.115e+02 | nmx 9.114e-01 | 
+2025-11-24 19:08:21,116 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 053/100 | step 00024/00625 | lr 1.280e-01 | atrl 2.888e+00 | trl0 2.499e+00 | nm 1.115e+02 | nmx 9.082e-01 | 
+2025-11-24 19:08:24,857 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 053/100 | step 00025/00625 | lr 1.280e-01 | atrl 2.893e+00 | trl0 2.512e+00 | nm 1.115e+02 | nmx 9.103e-01 | 
+2025-11-24 19:08:28,598 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 053/100 | step 00026/00625 | lr 1.280e-01 | atrl 2.939e+00 | trl0 2.541e+00 | nm 1.115e+02 | nmx 9.161e-01 | 
+2025-11-24 19:08:32,341 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 053/100 | step 00027/00625 | lr 1.280e-01 | atrl 2.864e+00 | trl0 2.469e+00 | nm 1.115e+02 | nmx 9.246e-01 | 
+2025-11-24 19:08:36,083 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 053/100 | step 00028/00625 | lr 1.280e-01 | atrl 2.943e+00 | trl0 2.537e+00 | nm 1.115e+02 | nmx 9.312e-01 | 
+2025-11-24 19:08:39,823 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 053/100 | step 00029/00625 | lr 1.280e-01 | atrl 2.985e+00 | trl0 2.559e+00 | nm 1.115e+02 | nmx 9.313e-01 | 
+2025-11-24 19:08:43,565 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 053/100 | step 00030/00625 | lr 1.280e-01 | atrl 2.858e+00 | trl0 2.442e+00 | nm 1.115e+02 | nmx 9.287e-01 | 
+2025-11-24 19:08:47,304 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 053/100 | step 00031/00625 | lr 1.280e-01 | atrl 2.916e+00 | trl0 2.500e+00 | nm 1.115e+02 | nmx 9.262e-01 | 
+2025-11-24 19:08:51,045 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 053/100 | step 00032/00625 | lr 1.280e-01 | atrl 2.896e+00 | trl0 2.481e+00 | nm 1.115e+02 | nmx 9.250e-01 | 
+2025-11-24 19:08:54,783 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 053/100 | step 00033/00625 | lr 1.280e-01 | atrl 2.879e+00 | trl0 2.454e+00 | nm 1.115e+02 | nmx 9.216e-01 | 
+2025-11-24 19:08:58,523 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 053/100 | step 00034/00625 | lr 1.280e-01 | atrl 2.961e+00 | trl0 2.550e+00 | nm 1.115e+02 | nmx 9.212e-01 | 
+2025-11-24 19:09:02,264 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 053/100 | step 00035/00625 | lr 1.280e-01 | atrl 2.843e+00 | trl0 2.439e+00 | nm 1.115e+02 | nmx 9.253e-01 | 
+2025-11-24 19:09:06,004 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 053/100 | step 00036/00625 | lr 1.280e-01 | atrl 2.847e+00 | trl0 2.444e+00 | nm 1.115e+02 | nmx 9.291e-01 | 
+2025-11-24 19:09:09,745 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 053/100 | step 00037/00625 | lr 1.280e-01 | atrl 2.910e+00 | trl0 2.507e+00 | nm 1.115e+02 | nmx 9.295e-01 | 
+2025-11-24 19:09:13,487 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 053/100 | step 00038/00625 | lr 1.280e-01 | atrl 2.954e+00 | trl0 2.528e+00 | nm 1.115e+02 | nmx 9.249e-01 | 
+2025-11-24 19:09:17,227 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 053/100 | step 00039/00625 | lr 1.280e-01 | atrl 2.963e+00 | trl0 2.563e+00 | nm 1.115e+02 | nmx 9.244e-01 | 
+2025-11-24 19:09:20,968 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 053/100 | step 00040/00625 | lr 1.280e-01 | atrl 2.905e+00 | trl0 2.490e+00 | nm 1.115e+02 | nmx 9.255e-01 | 
+2025-11-24 19:09:24,709 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 053/100 | step 00041/00625 | lr 1.280e-01 | atrl 2.898e+00 | trl0 2.494e+00 | nm 1.115e+02 | nmx 9.301e-01 | 
+2025-11-24 19:09:28,449 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 053/100 | step 00042/00625 | lr 1.280e-01 | atrl 2.905e+00 | trl0 2.488e+00 | nm 1.115e+02 | nmx 9.330e-01 | 
+2025-11-24 19:09:32,189 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 053/100 | step 00043/00625 | lr 1.280e-01 | atrl 2.873e+00 | trl0 2.456e+00 | nm 1.115e+02 | nmx 9.343e-01 | 
+2025-11-24 19:09:35,928 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 053/100 | step 00044/00625 | lr 1.280e-01 | atrl 2.933e+00 | trl0 2.514e+00 | nm 1.115e+02 | nmx 9.348e-01 | 
+2025-11-24 19:09:39,668 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 053/100 | step 00045/00625 | lr 1.280e-01 | atrl 2.900e+00 | trl0 2.482e+00 | nm 1.115e+02 | nmx 9.342e-01 | 
+2025-11-24 19:09:43,407 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 053/100 | step 00046/00625 | lr 1.280e-01 | atrl 2.900e+00 | trl0 2.488e+00 | nm 1.115e+02 | nmx 9.327e-01 | 
+2025-11-24 19:09:47,149 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 053/100 | step 00047/00625 | lr 1.280e-01 | atrl 2.859e+00 | trl0 2.437e+00 | nm 1.115e+02 | nmx 9.307e-01 | 
+2025-11-24 19:09:50,891 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 053/100 | step 00048/00625 | lr 1.280e-01 | atrl 2.914e+00 | trl0 2.497e+00 | nm 1.115e+02 | nmx 9.311e-01 | 
+2025-11-24 19:09:54,630 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 053/100 | step 00049/00625 | lr 1.280e-01 | atrl 2.961e+00 | trl0 2.551e+00 | nm 1.115e+02 | nmx 9.349e-01 | 
+2025-11-24 19:09:55,150 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 19:09:55,151 | INFO | Starting LR test 5/5: lr=0.6000
+2025-11-24 19:09:55,151 | INFO | Starting EoS for LR factor 0.6000
+2025-11-24 19:09:55,151 | INFO | Starting EoS for checkpoint 52
+2025-11-24 19:09:55,151 | INFO | Starting EoS for model resnet50
+2025-11-24 19:09:55,541 | INFO | Model state successfully loaded
+2025-11-24 19:09:55,776 | INFO | Wrapped model with DDP
+2025-11-24 19:09:55,778 | INFO | Current learning rate: 0.09600000000000002
+2025-11-24 19:09:55,778 | INFO | Original learning rate: 0.16000000000000003
+2025-11-24 19:09:55,781 | INFO | 🎯 Momentum Information:
+2025-11-24 19:09:55,782 | INFO |   Extracted vectors: 161
+2025-11-24 19:09:55,782 | INFO |   Has momentum state: True
+2025-11-24 19:10:03,268 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 053/100 | step 00000/00625 | lr 9.600e-02 | atrl 2.516e+00 | trl0 2.516e+00 | nm 1.115e+02 | nmx 2.498e-01 | 
+2025-11-24 19:10:07,012 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 053/100 | step 00001/00625 | lr 9.600e-02 | atrl 2.550e+00 | trl0 2.518e+00 | nm 1.115e+02 | nmx 4.633e-01 | 
+2025-11-24 19:10:10,753 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 053/100 | step 00002/00625 | lr 9.600e-02 | atrl 2.647e+00 | trl0 2.548e+00 | nm 1.115e+02 | nmx 6.309e-01 | 
+2025-11-24 19:10:14,494 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 053/100 | step 00003/00625 | lr 9.600e-02 | atrl 2.633e+00 | trl0 2.444e+00 | nm 1.115e+02 | nmx 7.420e-01 | 
+2025-11-24 19:10:18,237 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 053/100 | step 00004/00625 | lr 9.600e-02 | atrl 2.762e+00 | trl0 2.514e+00 | nm 1.115e+02 | nmx 7.974e-01 | 
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diff --git a/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-56/train.jsonl b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-56/train.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..949da324f6cec5ee703c002d7f276b2ce4eaea71
--- /dev/null
+++ b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-56/train.jsonl
@@ -0,0 +1,250 @@
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diff --git a/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-56/train.log b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-56/train.log
new file mode 100644
index 0000000000000000000000000000000000000000..fdcca859f37c97719900bc2a9faac0c8b0afcfd3
--- /dev/null
+++ b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-56/train.log
@@ -0,0 +1,311 @@
+2025-11-24 19:13:20,431 | INFO | LR factors: [1.4 1.2 1.  0.8 0.6]
+2025-11-24 19:13:22,887 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 19:13:22,887 | INFO | Starting LR test 1/5: lr=1.4000
+2025-11-24 19:13:22,887 | INFO | Starting EoS for LR factor 1.4000
+2025-11-24 19:13:22,887 | INFO | Starting EoS for checkpoint 56
+2025-11-24 19:13:22,888 | INFO | Starting EoS for model resnet50
+2025-11-24 19:13:23,336 | INFO | Model state successfully loaded
+2025-11-24 19:13:25,475 | INFO | Wrapped model with DDP
+2025-11-24 19:13:25,478 | INFO | Current learning rate: 0.22400000000000003
+2025-11-24 19:13:25,478 | INFO | Original learning rate: 0.16000000000000003
+2025-11-24 19:13:25,517 | INFO | 🎯 Momentum Information:
+2025-11-24 19:13:25,517 | INFO |   Extracted vectors: 161
+2025-11-24 19:13:25,517 | INFO |   Has momentum state: True
+2025-11-24 19:13:36,024 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 057/100 | step 00000/00625 | lr 2.240e-01 | atrl 2.504e+00 | trl0 2.504e+00 | nm 1.126e+02 | nmx 5.922e-01 | 
+2025-11-24 19:13:44,674 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 057/100 | step 00001/00625 | lr 2.240e-01 | atrl 2.646e+00 | trl0 2.463e+00 | nm 1.126e+02 | nmx 1.017e+00 | 
+2025-11-24 19:13:49,524 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 057/100 | step 00002/00625 | lr 2.240e-01 | atrl 3.100e+00 | trl0 2.569e+00 | nm 1.126e+02 | nmx 1.217e+00 | 
+2025-11-24 19:13:53,597 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 057/100 | step 00003/00625 | lr 2.240e-01 | atrl 3.237e+00 | trl0 2.504e+00 | nm 1.126e+02 | nmx 1.204e+00 | 
+2025-11-24 19:13:57,337 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 057/100 | step 00004/00625 | lr 2.240e-01 | atrl 3.181e+00 | trl0 2.490e+00 | nm 1.126e+02 | nmx 1.065e+00 | 
+2025-11-24 19:14:01,076 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 057/100 | step 00005/00625 | lr 2.240e-01 | atrl 2.969e+00 | trl0 2.459e+00 | nm 1.126e+02 | nmx 9.547e-01 | 
+2025-11-24 19:14:04,815 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 057/100 | step 00006/00625 | lr 2.240e-01 | atrl 2.918e+00 | trl0 2.517e+00 | nm 1.126e+02 | nmx 9.923e-01 | 
+2025-11-24 19:14:08,558 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 057/100 | step 00007/00625 | lr 2.240e-01 | atrl 2.912e+00 | trl0 2.453e+00 | nm 1.126e+02 | nmx 1.123e+00 | 
+2025-11-24 19:14:12,297 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 057/100 | step 00008/00625 | lr 2.240e-01 | atrl 3.129e+00 | trl0 2.496e+00 | nm 1.126e+02 | nmx 1.218e+00 | 
+2025-11-24 19:14:16,035 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 057/100 | step 00009/00625 | lr 2.240e-01 | atrl 3.254e+00 | trl0 2.526e+00 | nm 1.126e+02 | nmx 1.236e+00 | 
+2025-11-24 19:14:19,774 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 057/100 | step 00010/00625 | lr 2.240e-01 | atrl 3.285e+00 | trl0 2.513e+00 | nm 1.126e+02 | nmx 1.189e+00 | 
+2025-11-24 19:14:23,515 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 057/100 | step 00011/00625 | lr 2.240e-01 | atrl 3.186e+00 | trl0 2.449e+00 | nm 1.126e+02 | nmx 1.126e+00 | 
+2025-11-24 19:14:27,256 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 057/100 | step 00012/00625 | lr 2.240e-01 | atrl 3.083e+00 | trl0 2.450e+00 | nm 1.126e+02 | nmx 1.120e+00 | 
+2025-11-24 19:14:30,995 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 057/100 | step 00013/00625 | lr 2.240e-01 | atrl 3.161e+00 | trl0 2.502e+00 | nm 1.126e+02 | nmx 1.161e+00 | 
+2025-11-24 19:14:34,735 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 057/100 | step 00014/00625 | lr 2.240e-01 | atrl 3.218e+00 | trl0 2.534e+00 | nm 1.126e+02 | nmx 1.215e+00 | 
+2025-11-24 19:14:38,477 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 057/100 | step 00015/00625 | lr 2.240e-01 | atrl 3.231e+00 | trl0 2.483e+00 | nm 1.126e+02 | nmx 1.245e+00 | 
+2025-11-24 19:14:42,217 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 057/100 | step 00016/00625 | lr 2.240e-01 | atrl 3.247e+00 | trl0 2.469e+00 | nm 1.126e+02 | nmx 1.241e+00 | 
+2025-11-24 19:14:45,954 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 057/100 | step 00017/00625 | lr 2.240e-01 | atrl 3.246e+00 | trl0 2.455e+00 | nm 1.126e+02 | nmx 1.216e+00 | 
+2025-11-24 19:14:49,697 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 057/100 | step 00018/00625 | lr 2.240e-01 | atrl 3.233e+00 | trl0 2.510e+00 | nm 1.126e+02 | nmx 1.209e+00 | 
+2025-11-24 19:14:53,439 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 057/100 | step 00019/00625 | lr 2.240e-01 | atrl 3.248e+00 | trl0 2.521e+00 | nm 1.126e+02 | nmx 1.219e+00 | 
+2025-11-24 19:14:57,179 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 057/100 | step 00020/00625 | lr 2.240e-01 | atrl 3.154e+00 | trl0 2.420e+00 | nm 1.126e+02 | nmx 1.246e+00 | 
+2025-11-24 19:15:00,954 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 057/100 | step 00021/00625 | lr 2.240e-01 | atrl 3.234e+00 | trl0 2.447e+00 | nm 1.126e+02 | nmx 1.263e+00 | 
+2025-11-24 19:15:04,693 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 057/100 | step 00022/00625 | lr 2.240e-01 | atrl 3.253e+00 | trl0 2.456e+00 | nm 1.126e+02 | nmx 1.264e+00 | 
+2025-11-24 19:15:08,434 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 057/100 | step 00023/00625 | lr 2.240e-01 | atrl 3.249e+00 | trl0 2.436e+00 | nm 1.126e+02 | nmx 1.258e+00 | 
+2025-11-24 19:15:12,174 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 057/100 | step 00024/00625 | lr 2.240e-01 | atrl 3.352e+00 | trl0 2.537e+00 | nm 1.126e+02 | nmx 1.247e+00 | 
+2025-11-24 19:15:15,912 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 057/100 | step 00025/00625 | lr 2.240e-01 | atrl 3.230e+00 | trl0 2.431e+00 | nm 1.126e+02 | nmx 1.245e+00 | 
+2025-11-24 19:15:19,651 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 057/100 | step 00026/00625 | lr 2.240e-01 | atrl 3.275e+00 | trl0 2.481e+00 | nm 1.126e+02 | nmx 1.256e+00 | 
+2025-11-24 19:15:23,390 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 057/100 | step 00027/00625 | lr 2.240e-01 | atrl 3.236e+00 | trl0 2.431e+00 | nm 1.126e+02 | nmx 1.270e+00 | 
+2025-11-24 19:15:27,132 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 057/100 | step 00028/00625 | lr 2.240e-01 | atrl 3.328e+00 | trl0 2.497e+00 | nm 1.126e+02 | nmx 1.276e+00 | 
+2025-11-24 19:15:30,873 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 057/100 | step 00029/00625 | lr 2.240e-01 | atrl 3.326e+00 | trl0 2.507e+00 | nm 1.126e+02 | nmx 1.272e+00 | 
+2025-11-24 19:15:34,708 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 057/100 | step 00030/00625 | lr 2.240e-01 | atrl 3.322e+00 | trl0 2.502e+00 | nm 1.126e+02 | nmx 1.262e+00 | 
+2025-11-24 19:15:38,507 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 057/100 | step 00031/00625 | lr 2.240e-01 | atrl 3.268e+00 | trl0 2.465e+00 | nm 1.126e+02 | nmx 1.257e+00 | 
+2025-11-24 19:15:42,405 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 057/100 | step 00032/00625 | lr 2.240e-01 | atrl 3.320e+00 | trl0 2.501e+00 | nm 1.126e+02 | nmx 1.263e+00 | 
+2025-11-24 19:15:46,219 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 057/100 | step 00033/00625 | lr 2.240e-01 | atrl 3.270e+00 | trl0 2.479e+00 | nm 1.126e+02 | nmx 1.285e+00 | 
+2025-11-24 19:15:49,995 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 057/100 | step 00034/00625 | lr 2.240e-01 | atrl 3.310e+00 | trl0 2.487e+00 | nm 1.126e+02 | nmx 1.303e+00 | 
+2025-11-24 19:15:54,038 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 057/100 | step 00035/00625 | lr 2.240e-01 | atrl 3.333e+00 | trl0 2.457e+00 | nm 1.126e+02 | nmx 1.298e+00 | 
+2025-11-24 19:15:58,647 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 057/100 | step 00036/00625 | lr 2.240e-01 | atrl 3.295e+00 | trl0 2.433e+00 | nm 1.126e+02 | nmx 1.284e+00 | 
+2025-11-24 19:16:02,686 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 057/100 | step 00037/00625 | lr 2.240e-01 | atrl 3.342e+00 | trl0 2.510e+00 | nm 1.126e+02 | nmx 1.276e+00 | 
+2025-11-24 19:16:06,436 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 057/100 | step 00038/00625 | lr 2.240e-01 | atrl 3.348e+00 | trl0 2.499e+00 | nm 1.126e+02 | nmx 1.277e+00 | 
+2025-11-24 19:16:10,181 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 057/100 | step 00039/00625 | lr 2.240e-01 | atrl 3.324e+00 | trl0 2.505e+00 | nm 1.126e+02 | nmx 1.291e+00 | 
+2025-11-24 19:16:14,169 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 057/100 | step 00040/00625 | lr 2.240e-01 | atrl 3.355e+00 | trl0 2.505e+00 | nm 1.126e+02 | nmx 1.299e+00 | 
+2025-11-24 19:16:17,917 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 057/100 | step 00041/00625 | lr 2.240e-01 | atrl 3.268e+00 | trl0 2.387e+00 | nm 1.126e+02 | nmx 1.289e+00 | 
+2025-11-24 19:16:21,690 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 057/100 | step 00042/00625 | lr 2.240e-01 | atrl 3.350e+00 | trl0 2.505e+00 | nm 1.126e+02 | nmx 1.274e+00 | 
+2025-11-24 19:16:25,615 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 057/100 | step 00043/00625 | lr 2.240e-01 | atrl 3.336e+00 | trl0 2.503e+00 | nm 1.126e+02 | nmx 1.266e+00 | 
+2025-11-24 19:16:29,626 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 057/100 | step 00044/00625 | lr 2.240e-01 | atrl 3.280e+00 | trl0 2.475e+00 | nm 1.126e+02 | nmx 1.270e+00 | 
+2025-11-24 19:16:33,579 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 057/100 | step 00045/00625 | lr 2.240e-01 | atrl 3.308e+00 | trl0 2.493e+00 | nm 1.126e+02 | nmx 1.282e+00 | 
+2025-11-24 19:16:37,444 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 057/100 | step 00046/00625 | lr 2.240e-01 | atrl 3.306e+00 | trl0 2.476e+00 | nm 1.126e+02 | nmx 1.295e+00 | 
+2025-11-24 19:16:41,311 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 057/100 | step 00047/00625 | lr 2.240e-01 | atrl 3.299e+00 | trl0 2.448e+00 | nm 1.126e+02 | nmx 1.297e+00 | 
+2025-11-24 19:16:45,156 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 057/100 | step 00048/00625 | lr 2.240e-01 | atrl 3.377e+00 | trl0 2.523e+00 | nm 1.126e+02 | nmx 1.288e+00 | 
+2025-11-24 19:16:49,197 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 057/100 | step 00049/00625 | lr 2.240e-01 | atrl 3.328e+00 | trl0 2.501e+00 | nm 1.126e+02 | nmx 1.283e+00 | 
+2025-11-24 19:16:49,523 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 19:16:49,523 | INFO | Starting LR test 2/5: lr=1.2000
+2025-11-24 19:16:49,524 | INFO | Starting EoS for LR factor 1.2000
+2025-11-24 19:16:49,524 | INFO | Starting EoS for checkpoint 56
+2025-11-24 19:16:49,524 | INFO | Starting EoS for model resnet50
+2025-11-24 19:16:49,911 | INFO | Model state successfully loaded
+2025-11-24 19:16:50,177 | INFO | Wrapped model with DDP
+2025-11-24 19:16:50,179 | INFO | Current learning rate: 0.19200000000000003
+2025-11-24 19:16:50,179 | INFO | Original learning rate: 0.16000000000000003
+2025-11-24 19:16:50,204 | INFO | 🎯 Momentum Information:
+2025-11-24 19:16:50,204 | INFO |   Extracted vectors: 161
+2025-11-24 19:16:50,204 | INFO |   Has momentum state: True
+2025-11-24 19:16:58,782 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 057/100 | step 00000/00625 | lr 1.920e-01 | atrl 2.504e+00 | trl0 2.504e+00 | nm 1.126e+02 | nmx 5.076e-01 | 
+2025-11-24 19:17:02,962 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 057/100 | step 00001/00625 | lr 1.920e-01 | atrl 2.595e+00 | trl0 2.463e+00 | nm 1.126e+02 | nmx 8.891e-01 | 
+2025-11-24 19:17:07,531 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 057/100 | step 00002/00625 | lr 1.920e-01 | atrl 2.971e+00 | trl0 2.569e+00 | nm 1.126e+02 | nmx 1.100e+00 | 
+2025-11-24 19:17:11,743 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 057/100 | step 00003/00625 | lr 1.920e-01 | atrl 3.097e+00 | trl0 2.504e+00 | nm 1.126e+02 | nmx 1.137e+00 | 
+2025-11-24 19:17:16,245 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 057/100 | step 00004/00625 | lr 1.920e-01 | atrl 3.101e+00 | trl0 2.490e+00 | nm 1.126e+02 | nmx 1.049e+00 | 
+2025-11-24 19:17:20,063 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 057/100 | step 00005/00625 | lr 1.920e-01 | atrl 2.953e+00 | trl0 2.459e+00 | nm 1.126e+02 | nmx 9.346e-01 | 
+2025-11-24 19:17:24,262 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 057/100 | step 00006/00625 | lr 1.920e-01 | atrl 2.888e+00 | trl0 2.517e+00 | nm 1.126e+02 | nmx 9.021e-01 | 
+2025-11-24 19:17:29,218 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 057/100 | step 00007/00625 | lr 1.920e-01 | atrl 2.816e+00 | trl0 2.453e+00 | nm 1.126e+02 | nmx 9.733e-01 | 
+2025-11-24 19:17:33,169 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 057/100 | step 00008/00625 | lr 1.920e-01 | atrl 2.943e+00 | trl0 2.496e+00 | nm 1.126e+02 | nmx 1.073e+00 | 
+2025-11-24 19:17:36,915 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 057/100 | step 00009/00625 | lr 1.920e-01 | atrl 3.073e+00 | trl0 2.526e+00 | nm 1.126e+02 | nmx 1.137e+00 | 
+2025-11-24 19:17:40,727 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 057/100 | step 00010/00625 | lr 1.920e-01 | atrl 3.152e+00 | trl0 2.513e+00 | nm 1.126e+02 | nmx 1.140e+00 | 
+2025-11-24 19:17:44,546 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 057/100 | step 00011/00625 | lr 1.920e-01 | atrl 3.113e+00 | trl0 2.449e+00 | nm 1.126e+02 | nmx 1.094e+00 | 
+2025-11-24 19:17:48,361 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 057/100 | step 00012/00625 | lr 1.920e-01 | atrl 3.048e+00 | trl0 2.450e+00 | nm 1.126e+02 | nmx 1.048e+00 | 
+2025-11-24 19:17:52,102 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 057/100 | step 00013/00625 | lr 1.920e-01 | atrl 3.058e+00 | trl0 2.502e+00 | nm 1.126e+02 | nmx 1.037e+00 | 
+2025-11-24 19:17:55,903 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 057/100 | step 00014/00625 | lr 1.920e-01 | atrl 3.070e+00 | trl0 2.534e+00 | nm 1.126e+02 | nmx 1.067e+00 | 
+2025-11-24 19:17:59,683 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 057/100 | step 00015/00625 | lr 1.920e-01 | atrl 3.059e+00 | trl0 2.483e+00 | nm 1.126e+02 | nmx 1.110e+00 | 
+2025-11-24 19:18:03,426 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 057/100 | step 00016/00625 | lr 1.920e-01 | atrl 3.085e+00 | trl0 2.469e+00 | nm 1.126e+02 | nmx 1.144e+00 | 
+2025-11-24 19:18:08,154 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 057/100 | step 00017/00625 | lr 1.920e-01 | atrl 3.121e+00 | trl0 2.455e+00 | nm 1.126e+02 | nmx 1.148e+00 | 
+2025-11-24 19:18:16,813 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 057/100 | step 00018/00625 | lr 1.920e-01 | atrl 3.151e+00 | trl0 2.510e+00 | nm 1.126e+02 | nmx 1.136e+00 | 
+2025-11-24 19:18:25,480 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 057/100 | step 00019/00625 | lr 1.920e-01 | atrl 3.144e+00 | trl0 2.521e+00 | nm 1.126e+02 | nmx 1.123e+00 | 
+2025-11-24 19:18:34,145 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 057/100 | step 00020/00625 | lr 1.920e-01 | atrl 3.030e+00 | trl0 2.420e+00 | nm 1.126e+02 | nmx 1.121e+00 | 
+2025-11-24 19:18:42,810 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 057/100 | step 00021/00625 | lr 1.920e-01 | atrl 3.059e+00 | trl0 2.447e+00 | nm 1.126e+02 | nmx 1.131e+00 | 
+2025-11-24 19:18:51,483 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 057/100 | step 00022/00625 | lr 1.920e-01 | atrl 3.077e+00 | trl0 2.456e+00 | nm 1.126e+02 | nmx 1.147e+00 | 
+2025-11-24 19:19:00,146 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 057/100 | step 00023/00625 | lr 1.920e-01 | atrl 3.103e+00 | trl0 2.436e+00 | nm 1.126e+02 | nmx 1.158e+00 | 
+2025-11-24 19:19:08,816 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 057/100 | step 00024/00625 | lr 1.920e-01 | atrl 3.201e+00 | trl0 2.537e+00 | nm 1.126e+02 | nmx 1.162e+00 | 
+2025-11-24 19:19:17,478 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 057/100 | step 00025/00625 | lr 1.920e-01 | atrl 3.106e+00 | trl0 2.431e+00 | nm 1.126e+02 | nmx 1.158e+00 | 
+2025-11-24 19:19:26,143 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 057/100 | step 00026/00625 | lr 1.920e-01 | atrl 3.159e+00 | trl0 2.481e+00 | nm 1.126e+02 | nmx 1.150e+00 | 
+2025-11-24 19:19:34,807 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 057/100 | step 00027/00625 | lr 1.920e-01 | atrl 3.094e+00 | trl0 2.431e+00 | nm 1.126e+02 | nmx 1.146e+00 | 
+2025-11-24 19:19:43,473 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 057/100 | step 00028/00625 | lr 1.920e-01 | atrl 3.158e+00 | trl0 2.497e+00 | nm 1.126e+02 | nmx 1.147e+00 | 
+2025-11-24 19:19:52,138 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 057/100 | step 00029/00625 | lr 1.920e-01 | atrl 3.157e+00 | trl0 2.507e+00 | nm 1.126e+02 | nmx 1.152e+00 | 
+2025-11-24 19:20:00,811 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 057/100 | step 00030/00625 | lr 1.920e-01 | atrl 3.151e+00 | trl0 2.502e+00 | nm 1.126e+02 | nmx 1.158e+00 | 
+2025-11-24 19:20:09,480 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 057/100 | step 00031/00625 | lr 1.920e-01 | atrl 3.131e+00 | trl0 2.465e+00 | nm 1.126e+02 | nmx 1.160e+00 | 
+2025-11-24 19:20:18,149 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 057/100 | step 00032/00625 | lr 1.920e-01 | atrl 3.173e+00 | trl0 2.501e+00 | nm 1.126e+02 | nmx 1.157e+00 | 
+2025-11-24 19:20:26,815 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 057/100 | step 00033/00625 | lr 1.920e-01 | atrl 3.120e+00 | trl0 2.479e+00 | nm 1.126e+02 | nmx 1.161e+00 | 
+2025-11-24 19:20:35,477 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 057/100 | step 00034/00625 | lr 1.920e-01 | atrl 3.146e+00 | trl0 2.487e+00 | nm 1.126e+02 | nmx 1.169e+00 | 
+2025-11-24 19:20:44,148 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 057/100 | step 00035/00625 | lr 1.920e-01 | atrl 3.141e+00 | trl0 2.457e+00 | nm 1.126e+02 | nmx 1.173e+00 | 
+2025-11-24 19:20:52,812 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 057/100 | step 00036/00625 | lr 1.920e-01 | atrl 3.126e+00 | trl0 2.433e+00 | nm 1.126e+02 | nmx 1.171e+00 | 
+2025-11-24 19:21:01,475 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 057/100 | step 00037/00625 | lr 1.920e-01 | atrl 3.182e+00 | trl0 2.510e+00 | nm 1.126e+02 | nmx 1.168e+00 | 
+2025-11-24 19:21:10,141 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 057/100 | step 00038/00625 | lr 1.920e-01 | atrl 3.180e+00 | trl0 2.499e+00 | nm 1.126e+02 | nmx 1.165e+00 | 
+2025-11-24 19:21:18,811 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 057/100 | step 00039/00625 | lr 1.920e-01 | atrl 3.178e+00 | trl0 2.505e+00 | nm 1.126e+02 | nmx 1.166e+00 | 
+2025-11-24 19:21:27,476 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 057/100 | step 00040/00625 | lr 1.920e-01 | atrl 3.188e+00 | trl0 2.505e+00 | nm 1.126e+02 | nmx 1.169e+00 | 
+2025-11-24 19:21:36,140 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 057/100 | step 00041/00625 | lr 1.920e-01 | atrl 3.077e+00 | trl0 2.387e+00 | nm 1.126e+02 | nmx 1.169e+00 | 
+2025-11-24 19:21:44,806 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 057/100 | step 00042/00625 | lr 1.920e-01 | atrl 3.184e+00 | trl0 2.505e+00 | nm 1.126e+02 | nmx 1.164e+00 | 
+2025-11-24 19:21:53,468 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 057/100 | step 00043/00625 | lr 1.920e-01 | atrl 3.184e+00 | trl0 2.503e+00 | nm 1.126e+02 | nmx 1.157e+00 | 
+2025-11-24 19:22:02,134 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 057/100 | step 00044/00625 | lr 1.920e-01 | atrl 3.132e+00 | trl0 2.475e+00 | nm 1.126e+02 | nmx 1.153e+00 | 
+2025-11-24 19:22:10,800 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 057/100 | step 00045/00625 | lr 1.920e-01 | atrl 3.149e+00 | trl0 2.493e+00 | nm 1.126e+02 | nmx 1.158e+00 | 
+2025-11-24 19:22:19,468 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 057/100 | step 00046/00625 | lr 1.920e-01 | atrl 3.141e+00 | trl0 2.476e+00 | nm 1.126e+02 | nmx 1.168e+00 | 
+2025-11-24 19:22:28,133 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 057/100 | step 00047/00625 | lr 1.920e-01 | atrl 3.133e+00 | trl0 2.448e+00 | nm 1.126e+02 | nmx 1.174e+00 | 
+2025-11-24 19:22:36,805 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 057/100 | step 00048/00625 | lr 1.920e-01 | atrl 3.211e+00 | trl0 2.523e+00 | nm 1.126e+02 | nmx 1.172e+00 | 
+2025-11-24 19:22:45,470 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 057/100 | step 00049/00625 | lr 1.920e-01 | atrl 3.167e+00 | trl0 2.501e+00 | nm 1.126e+02 | nmx 1.168e+00 | 
+2025-11-24 19:22:46,004 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 19:22:46,005 | INFO | Starting LR test 3/5: lr=1.0000
+2025-11-24 19:22:46,005 | INFO | Starting EoS for LR factor 1.0000
+2025-11-24 19:22:46,005 | INFO | Starting EoS for checkpoint 56
+2025-11-24 19:22:46,005 | INFO | Starting EoS for model resnet50
+2025-11-24 19:22:46,383 | INFO | Model state successfully loaded
+2025-11-24 19:22:48,372 | INFO | Wrapped model with DDP
+2025-11-24 19:22:48,374 | INFO | Current learning rate: 0.16000000000000003
+2025-11-24 19:22:48,374 | INFO | Original learning rate: 0.16000000000000003
+2025-11-24 19:22:48,378 | INFO | 🎯 Momentum Information:
+2025-11-24 19:22:48,378 | INFO |   Extracted vectors: 161
+2025-11-24 19:22:48,378 | INFO |   Has momentum state: True
+2025-11-24 19:23:01,133 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 057/100 | step 00000/00625 | lr 1.600e-01 | atrl 2.504e+00 | trl0 2.504e+00 | nm 1.126e+02 | nmx 4.230e-01 | 
+2025-11-24 19:23:09,802 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 057/100 | step 00001/00625 | lr 1.600e-01 | atrl 2.553e+00 | trl0 2.463e+00 | nm 1.126e+02 | nmx 7.555e-01 | 
+2025-11-24 19:23:18,467 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 057/100 | step 00002/00625 | lr 1.600e-01 | atrl 2.855e+00 | trl0 2.569e+00 | nm 1.126e+02 | nmx 9.647e-01 | 
+2025-11-24 19:23:27,137 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 057/100 | step 00003/00625 | lr 1.600e-01 | atrl 2.954e+00 | trl0 2.504e+00 | nm 1.126e+02 | nmx 1.042e+00 | 
+2025-11-24 19:23:35,804 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 057/100 | step 00004/00625 | lr 1.600e-01 | atrl 2.997e+00 | trl0 2.490e+00 | nm 1.126e+02 | nmx 1.010e+00 | 
+2025-11-24 19:23:44,485 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 057/100 | step 00005/00625 | lr 1.600e-01 | atrl 2.917e+00 | trl0 2.459e+00 | nm 1.126e+02 | nmx 9.219e-01 | 
+2025-11-24 19:23:53,147 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 057/100 | step 00006/00625 | lr 1.600e-01 | atrl 2.869e+00 | trl0 2.517e+00 | nm 1.126e+02 | nmx 8.538e-01 | 
+2025-11-24 19:24:01,822 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 057/100 | step 00007/00625 | lr 1.600e-01 | atrl 2.765e+00 | trl0 2.453e+00 | nm 1.126e+02 | nmx 8.550e-01 | 
+2025-11-24 19:24:10,491 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 057/100 | step 00008/00625 | lr 1.600e-01 | atrl 2.813e+00 | trl0 2.496e+00 | nm 1.126e+02 | nmx 9.170e-01 | 
+2025-11-24 19:24:19,165 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 057/100 | step 00009/00625 | lr 1.600e-01 | atrl 2.901e+00 | trl0 2.526e+00 | nm 1.126e+02 | nmx 9.930e-01 | 
+2025-11-24 19:24:27,834 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 057/100 | step 00010/00625 | lr 1.600e-01 | atrl 2.985e+00 | trl0 2.513e+00 | nm 1.126e+02 | nmx 1.039e+00 | 
+2025-11-24 19:24:36,512 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 057/100 | step 00011/00625 | lr 1.600e-01 | atrl 2.979e+00 | trl0 2.449e+00 | nm 1.126e+02 | nmx 1.041e+00 | 
+2025-11-24 19:24:45,177 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 057/100 | step 00012/00625 | lr 1.600e-01 | atrl 2.977e+00 | trl0 2.450e+00 | nm 1.126e+02 | nmx 1.009e+00 | 
+2025-11-24 19:24:53,846 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 057/100 | step 00013/00625 | lr 1.600e-01 | atrl 3.007e+00 | trl0 2.502e+00 | nm 1.126e+02 | nmx 9.690e-01 | 
+2025-11-24 19:25:02,517 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 057/100 | step 00014/00625 | lr 1.600e-01 | atrl 2.987e+00 | trl0 2.534e+00 | nm 1.126e+02 | nmx 9.531e-01 | 
+2025-11-24 19:25:11,186 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 057/100 | step 00015/00625 | lr 1.600e-01 | atrl 2.944e+00 | trl0 2.483e+00 | nm 1.126e+02 | nmx 9.635e-01 | 
+2025-11-24 19:25:19,853 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 057/100 | step 00016/00625 | lr 1.600e-01 | atrl 2.939e+00 | trl0 2.469e+00 | nm 1.126e+02 | nmx 9.954e-01 | 
+2025-11-24 19:25:28,517 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 057/100 | step 00017/00625 | lr 1.600e-01 | atrl 2.948e+00 | trl0 2.455e+00 | nm 1.126e+02 | nmx 1.028e+00 | 
+2025-11-24 19:25:37,182 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 057/100 | step 00018/00625 | lr 1.600e-01 | atrl 3.026e+00 | trl0 2.510e+00 | nm 1.126e+02 | nmx 1.047e+00 | 
+2025-11-24 19:25:45,849 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 057/100 | step 00019/00625 | lr 1.600e-01 | atrl 3.046e+00 | trl0 2.521e+00 | nm 1.126e+02 | nmx 1.049e+00 | 
+2025-11-24 19:25:54,511 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 057/100 | step 00020/00625 | lr 1.600e-01 | atrl 2.944e+00 | trl0 2.420e+00 | nm 1.126e+02 | nmx 1.038e+00 | 
+2025-11-24 19:26:03,182 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 057/100 | step 00021/00625 | lr 1.600e-01 | atrl 2.955e+00 | trl0 2.447e+00 | nm 1.126e+02 | nmx 1.026e+00 | 
+2025-11-24 19:26:11,846 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 057/100 | step 00022/00625 | lr 1.600e-01 | atrl 2.945e+00 | trl0 2.456e+00 | nm 1.126e+02 | nmx 1.022e+00 | 
+2025-11-24 19:26:20,512 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 057/100 | step 00023/00625 | lr 1.600e-01 | atrl 2.948e+00 | trl0 2.436e+00 | nm 1.126e+02 | nmx 1.027e+00 | 
+2025-11-24 19:26:29,181 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 057/100 | step 00024/00625 | lr 1.600e-01 | atrl 3.044e+00 | trl0 2.537e+00 | nm 1.126e+02 | nmx 1.040e+00 | 
+2025-11-24 19:26:37,847 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 057/100 | step 00025/00625 | lr 1.600e-01 | atrl 2.956e+00 | trl0 2.431e+00 | nm 1.126e+02 | nmx 1.054e+00 | 
+2025-11-24 19:26:46,511 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 057/100 | step 00026/00625 | lr 1.600e-01 | atrl 3.031e+00 | trl0 2.481e+00 | nm 1.126e+02 | nmx 1.059e+00 | 
+2025-11-24 19:26:55,175 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 057/100 | step 00027/00625 | lr 1.600e-01 | atrl 2.975e+00 | trl0 2.431e+00 | nm 1.126e+02 | nmx 1.058e+00 | 
+2025-11-24 19:27:03,840 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 057/100 | step 00028/00625 | lr 1.600e-01 | atrl 3.041e+00 | trl0 2.497e+00 | nm 1.126e+02 | nmx 1.050e+00 | 
+2025-11-24 19:27:12,508 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 057/100 | step 00029/00625 | lr 1.600e-01 | atrl 3.043e+00 | trl0 2.507e+00 | nm 1.126e+02 | nmx 1.040e+00 | 
+2025-11-24 19:27:21,174 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 057/100 | step 00030/00625 | lr 1.600e-01 | atrl 3.025e+00 | trl0 2.502e+00 | nm 1.126e+02 | nmx 1.036e+00 | 
+2025-11-24 19:27:29,836 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 057/100 | step 00031/00625 | lr 1.600e-01 | atrl 2.987e+00 | trl0 2.465e+00 | nm 1.126e+02 | nmx 1.038e+00 | 
+2025-11-24 19:27:38,502 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 057/100 | step 00032/00625 | lr 1.600e-01 | atrl 3.029e+00 | trl0 2.501e+00 | nm 1.126e+02 | nmx 1.044e+00 | 
+2025-11-24 19:27:47,171 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 057/100 | step 00033/00625 | lr 1.600e-01 | atrl 2.989e+00 | trl0 2.479e+00 | nm 1.126e+02 | nmx 1.056e+00 | 
+2025-11-24 19:27:55,846 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 057/100 | step 00034/00625 | lr 1.600e-01 | atrl 3.016e+00 | trl0 2.487e+00 | nm 1.126e+02 | nmx 1.067e+00 | 
+2025-11-24 19:28:04,511 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 057/100 | step 00035/00625 | lr 1.600e-01 | atrl 3.018e+00 | trl0 2.457e+00 | nm 1.126e+02 | nmx 1.068e+00 | 
+2025-11-24 19:28:13,181 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 057/100 | step 00036/00625 | lr 1.600e-01 | atrl 2.986e+00 | trl0 2.433e+00 | nm 1.126e+02 | nmx 1.061e+00 | 
+2025-11-24 19:28:21,848 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 057/100 | step 00037/00625 | lr 1.600e-01 | atrl 3.045e+00 | trl0 2.510e+00 | nm 1.126e+02 | nmx 1.052e+00 | 
+2025-11-24 19:28:30,513 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 057/100 | step 00038/00625 | lr 1.600e-01 | atrl 3.034e+00 | trl0 2.499e+00 | nm 1.126e+02 | nmx 1.047e+00 | 
+2025-11-24 19:28:39,179 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 057/100 | step 00039/00625 | lr 1.600e-01 | atrl 3.034e+00 | trl0 2.505e+00 | nm 1.126e+02 | nmx 1.049e+00 | 
+2025-11-24 19:28:47,843 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 057/100 | step 00040/00625 | lr 1.600e-01 | atrl 3.045e+00 | trl0 2.505e+00 | nm 1.126e+02 | nmx 1.055e+00 | 
+2025-11-24 19:28:56,505 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 057/100 | step 00041/00625 | lr 1.600e-01 | atrl 2.923e+00 | trl0 2.387e+00 | nm 1.126e+02 | nmx 1.059e+00 | 
+2025-11-24 19:29:05,177 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 057/100 | step 00042/00625 | lr 1.600e-01 | atrl 3.047e+00 | trl0 2.505e+00 | nm 1.126e+02 | nmx 1.057e+00 | 
+2025-11-24 19:29:13,844 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 057/100 | step 00043/00625 | lr 1.600e-01 | atrl 3.049e+00 | trl0 2.503e+00 | nm 1.126e+02 | nmx 1.051e+00 | 
+2025-11-24 19:29:22,511 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 057/100 | step 00044/00625 | lr 1.600e-01 | atrl 3.006e+00 | trl0 2.475e+00 | nm 1.126e+02 | nmx 1.044e+00 | 
+2025-11-24 19:29:31,213 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 057/100 | step 00045/00625 | lr 1.600e-01 | atrl 3.021e+00 | trl0 2.493e+00 | nm 1.126e+02 | nmx 1.042e+00 | 
+2025-11-24 19:29:39,843 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 057/100 | step 00046/00625 | lr 1.600e-01 | atrl 3.003e+00 | trl0 2.476e+00 | nm 1.126e+02 | nmx 1.048e+00 | 
+2025-11-24 19:29:48,507 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 057/100 | step 00047/00625 | lr 1.600e-01 | atrl 2.982e+00 | trl0 2.448e+00 | nm 1.126e+02 | nmx 1.055e+00 | 
+2025-11-24 19:29:57,170 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 057/100 | step 00048/00625 | lr 1.600e-01 | atrl 3.069e+00 | trl0 2.523e+00 | nm 1.126e+02 | nmx 1.058e+00 | 
+2025-11-24 19:30:05,840 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 057/100 | step 00049/00625 | lr 1.600e-01 | atrl 3.026e+00 | trl0 2.501e+00 | nm 1.126e+02 | nmx 1.056e+00 | 
+2025-11-24 19:30:06,464 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 19:30:06,465 | INFO | Starting LR test 4/5: lr=0.8000
+2025-11-24 19:30:06,465 | INFO | Starting EoS for LR factor 0.8000
+2025-11-24 19:30:06,465 | INFO | Starting EoS for checkpoint 56
+2025-11-24 19:30:06,465 | INFO | Starting EoS for model resnet50
+2025-11-24 19:30:06,841 | INFO | Model state successfully loaded
+2025-11-24 19:30:09,986 | INFO | Wrapped model with DDP
+2025-11-24 19:30:09,989 | INFO | Current learning rate: 0.128
+2025-11-24 19:30:09,989 | INFO | Original learning rate: 0.16000000000000003
+2025-11-24 19:30:09,992 | INFO | 🎯 Momentum Information:
+2025-11-24 19:30:09,992 | INFO |   Extracted vectors: 161
+2025-11-24 19:30:09,992 | INFO |   Has momentum state: True
+2025-11-24 19:30:22,489 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 057/100 | step 00000/00625 | lr 1.280e-01 | atrl 2.504e+00 | trl0 2.504e+00 | nm 1.126e+02 | nmx 3.384e-01 | 
+2025-11-24 19:30:31,154 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 057/100 | step 00001/00625 | lr 1.280e-01 | atrl 2.519e+00 | trl0 2.463e+00 | nm 1.126e+02 | nmx 6.161e-01 | 
+2025-11-24 19:30:39,826 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 057/100 | step 00002/00625 | lr 1.280e-01 | atrl 2.754e+00 | trl0 2.569e+00 | nm 1.126e+02 | nmx 8.119e-01 | 
+2025-11-24 19:30:48,498 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 057/100 | step 00003/00625 | lr 1.280e-01 | atrl 2.815e+00 | trl0 2.504e+00 | nm 1.126e+02 | nmx 9.159e-01 | 
+2025-11-24 19:30:57,161 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 057/100 | step 00004/00625 | lr 1.280e-01 | atrl 2.873e+00 | trl0 2.490e+00 | nm 1.126e+02 | nmx 9.347e-01 | 
+2025-11-24 19:31:05,825 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 057/100 | step 00005/00625 | lr 1.280e-01 | atrl 2.850e+00 | trl0 2.459e+00 | nm 1.126e+02 | nmx 8.918e-01 | 
+2025-11-24 19:31:14,489 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 057/100 | step 00006/00625 | lr 1.280e-01 | atrl 2.843e+00 | trl0 2.517e+00 | nm 1.126e+02 | nmx 8.298e-01 | 
+2025-11-24 19:31:23,158 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 057/100 | step 00007/00625 | lr 1.280e-01 | atrl 2.738e+00 | trl0 2.453e+00 | nm 1.126e+02 | nmx 7.877e-01 | 
+2025-11-24 19:31:31,827 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 057/100 | step 00008/00625 | lr 1.280e-01 | atrl 2.744e+00 | trl0 2.496e+00 | nm 1.125e+02 | nmx 7.903e-01 | 
+2025-11-24 19:31:40,491 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 057/100 | step 00009/00625 | lr 1.280e-01 | atrl 2.778e+00 | trl0 2.526e+00 | nm 1.126e+02 | nmx 8.329e-01 | 
+2025-11-24 19:31:49,161 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 057/100 | step 00010/00625 | lr 1.280e-01 | atrl 2.817e+00 | trl0 2.513e+00 | nm 1.126e+02 | nmx 8.860e-01 | 
+2025-11-24 19:31:57,833 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 057/100 | step 00011/00625 | lr 1.280e-01 | atrl 2.812e+00 | trl0 2.449e+00 | nm 1.126e+02 | nmx 9.235e-01 | 
+2025-11-24 19:32:06,503 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 057/100 | step 00012/00625 | lr 1.280e-01 | atrl 2.838e+00 | trl0 2.450e+00 | nm 1.126e+02 | nmx 9.352e-01 | 
+2025-11-24 19:32:15,174 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 057/100 | step 00013/00625 | lr 1.280e-01 | atrl 2.922e+00 | trl0 2.502e+00 | nm 1.126e+02 | nmx 9.191e-01 | 
+2025-11-24 19:32:23,847 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 057/100 | step 00014/00625 | lr 1.280e-01 | atrl 2.929e+00 | trl0 2.534e+00 | nm 1.126e+02 | nmx 8.938e-01 | 
+2025-11-24 19:32:32,520 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 057/100 | step 00015/00625 | lr 1.280e-01 | atrl 2.876e+00 | trl0 2.483e+00 | nm 1.126e+02 | nmx 8.709e-01 | 
+2025-11-24 19:32:41,190 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 057/100 | step 00016/00625 | lr 1.280e-01 | atrl 2.856e+00 | trl0 2.469e+00 | nm 1.126e+02 | nmx 8.613e-01 | 
+2025-11-24 19:32:49,855 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 057/100 | step 00017/00625 | lr 1.280e-01 | atrl 2.816e+00 | trl0 2.455e+00 | nm 1.126e+02 | nmx 8.713e-01 | 
+2025-11-24 19:32:58,526 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 057/100 | step 00018/00625 | lr 1.280e-01 | atrl 2.878e+00 | trl0 2.510e+00 | nm 1.126e+02 | nmx 8.946e-01 | 
+2025-11-24 19:33:07,194 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 057/100 | step 00019/00625 | lr 1.280e-01 | atrl 2.903e+00 | trl0 2.521e+00 | nm 1.126e+02 | nmx 9.185e-01 | 
+2025-11-24 19:33:15,862 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 057/100 | step 00020/00625 | lr 1.280e-01 | atrl 2.815e+00 | trl0 2.420e+00 | nm 1.126e+02 | nmx 9.351e-01 | 
+2025-11-24 19:33:24,532 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 057/100 | step 00021/00625 | lr 1.280e-01 | atrl 2.847e+00 | trl0 2.447e+00 | nm 1.126e+02 | nmx 9.395e-01 | 
+2025-11-24 19:33:33,202 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 057/100 | step 00022/00625 | lr 1.280e-01 | atrl 2.861e+00 | trl0 2.456e+00 | nm 1.126e+02 | nmx 9.333e-01 | 
+2025-11-24 19:33:41,868 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 057/100 | step 00023/00625 | lr 1.280e-01 | atrl 2.851e+00 | trl0 2.436e+00 | nm 1.126e+02 | nmx 9.229e-01 | 
+2025-11-24 19:33:50,533 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 057/100 | step 00024/00625 | lr 1.280e-01 | atrl 2.928e+00 | trl0 2.537e+00 | nm 1.126e+02 | nmx 9.175e-01 | 
+2025-11-24 19:33:59,201 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 057/100 | step 00025/00625 | lr 1.280e-01 | atrl 2.822e+00 | trl0 2.431e+00 | nm 1.126e+02 | nmx 9.189e-01 | 
+2025-11-24 19:34:07,872 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 057/100 | step 00026/00625 | lr 1.280e-01 | atrl 2.882e+00 | trl0 2.481e+00 | nm 1.126e+02 | nmx 9.243e-01 | 
+2025-11-24 19:34:16,542 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 057/100 | step 00027/00625 | lr 1.280e-01 | atrl 2.832e+00 | trl0 2.431e+00 | nm 1.126e+02 | nmx 9.332e-01 | 
+2025-11-24 19:34:25,206 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 057/100 | step 00028/00625 | lr 1.280e-01 | atrl 2.901e+00 | trl0 2.497e+00 | nm 1.126e+02 | nmx 9.416e-01 | 
+2025-11-24 19:34:33,876 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 057/100 | step 00029/00625 | lr 1.280e-01 | atrl 2.921e+00 | trl0 2.507e+00 | nm 1.126e+02 | nmx 9.452e-01 | 
+2025-11-24 19:34:42,552 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 057/100 | step 00030/00625 | lr 1.280e-01 | atrl 2.924e+00 | trl0 2.502e+00 | nm 1.126e+02 | nmx 9.425e-01 | 
+2025-11-24 19:34:51,221 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 057/100 | step 00031/00625 | lr 1.280e-01 | atrl 2.886e+00 | trl0 2.465e+00 | nm 1.126e+02 | nmx 9.347e-01 | 
+2025-11-24 19:34:59,886 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 057/100 | step 00032/00625 | lr 1.280e-01 | atrl 2.914e+00 | trl0 2.501e+00 | nm 1.126e+02 | nmx 9.267e-01 | 
+2025-11-24 19:35:08,553 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 057/100 | step 00033/00625 | lr 1.280e-01 | atrl 2.872e+00 | trl0 2.479e+00 | nm 1.126e+02 | nmx 9.257e-01 | 
+2025-11-24 19:35:17,219 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 057/100 | step 00034/00625 | lr 1.280e-01 | atrl 2.882e+00 | trl0 2.487e+00 | nm 1.126e+02 | nmx 9.315e-01 | 
+2025-11-24 19:35:25,883 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 057/100 | step 00035/00625 | lr 1.280e-01 | atrl 2.870e+00 | trl0 2.457e+00 | nm 1.126e+02 | nmx 9.394e-01 | 
+2025-11-24 19:35:34,550 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 057/100 | step 00036/00625 | lr 1.280e-01 | atrl 2.849e+00 | trl0 2.433e+00 | nm 1.126e+02 | nmx 9.458e-01 | 
+2025-11-24 19:35:43,215 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 057/100 | step 00037/00625 | lr 1.280e-01 | atrl 2.924e+00 | trl0 2.510e+00 | nm 1.126e+02 | nmx 9.489e-01 | 
+2025-11-24 19:35:51,891 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 057/100 | step 00038/00625 | lr 1.280e-01 | atrl 2.925e+00 | trl0 2.499e+00 | nm 1.126e+02 | nmx 9.479e-01 | 
+2025-11-24 19:36:00,563 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 057/100 | step 00039/00625 | lr 1.280e-01 | atrl 2.927e+00 | trl0 2.505e+00 | nm 1.126e+02 | nmx 9.444e-01 | 
+2025-11-24 19:36:09,229 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 057/100 | step 00040/00625 | lr 1.280e-01 | atrl 2.928e+00 | trl0 2.505e+00 | nm 1.126e+02 | nmx 9.402e-01 | 
+2025-11-24 19:36:17,904 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 057/100 | step 00041/00625 | lr 1.280e-01 | atrl 2.801e+00 | trl0 2.387e+00 | nm 1.126e+02 | nmx 9.370e-01 | 
+2025-11-24 19:36:26,583 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 057/100 | step 00042/00625 | lr 1.280e-01 | atrl 2.915e+00 | trl0 2.505e+00 | nm 1.126e+02 | nmx 9.360e-01 | 
+2025-11-24 19:36:35,251 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 057/100 | step 00043/00625 | lr 1.280e-01 | atrl 2.913e+00 | trl0 2.503e+00 | nm 1.126e+02 | nmx 9.362e-01 | 
+2025-11-24 19:36:43,916 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 057/100 | step 00044/00625 | lr 1.280e-01 | atrl 2.887e+00 | trl0 2.475e+00 | nm 1.126e+02 | nmx 9.359e-01 | 
+2025-11-24 19:36:52,586 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 057/100 | step 00045/00625 | lr 1.280e-01 | atrl 2.903e+00 | trl0 2.493e+00 | nm 1.126e+02 | nmx 9.363e-01 | 
+2025-11-24 19:37:01,254 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 057/100 | step 00046/00625 | lr 1.280e-01 | atrl 2.889e+00 | trl0 2.476e+00 | nm 1.126e+02 | nmx 9.383e-01 | 
+2025-11-24 19:37:09,916 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 057/100 | step 00047/00625 | lr 1.280e-01 | atrl 2.861e+00 | trl0 2.448e+00 | nm 1.126e+02 | nmx 9.404e-01 | 
+2025-11-24 19:37:18,591 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 057/100 | step 00048/00625 | lr 1.280e-01 | atrl 2.939e+00 | trl0 2.523e+00 | nm 1.126e+02 | nmx 9.408e-01 | 
+2025-11-24 19:37:27,262 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 057/100 | step 00049/00625 | lr 1.280e-01 | atrl 2.899e+00 | trl0 2.501e+00 | nm 1.126e+02 | nmx 9.415e-01 | 
+2025-11-24 19:37:27,900 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 19:37:27,901 | INFO | Starting LR test 5/5: lr=0.6000
+2025-11-24 19:37:27,901 | INFO | Starting EoS for LR factor 0.6000
+2025-11-24 19:37:27,901 | INFO | Starting EoS for checkpoint 56
+2025-11-24 19:37:27,901 | INFO | Starting EoS for model resnet50
+2025-11-24 19:37:28,281 | INFO | Model state successfully loaded
+2025-11-24 19:37:31,415 | INFO | Wrapped model with DDP
+2025-11-24 19:37:31,417 | INFO | Current learning rate: 0.09600000000000002
+2025-11-24 19:37:31,417 | INFO | Original learning rate: 0.16000000000000003
+2025-11-24 19:37:31,420 | INFO | 🎯 Momentum Information:
+2025-11-24 19:37:31,420 | INFO |   Extracted vectors: 161
+2025-11-24 19:37:31,421 | INFO |   Has momentum state: True
+2025-11-24 19:37:43,865 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 057/100 | step 00000/00625 | lr 9.600e-02 | atrl 2.504e+00 | trl0 2.504e+00 | nm 1.126e+02 | nmx 2.538e-01 | 
+2025-11-24 19:37:52,534 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 057/100 | step 00001/00625 | lr 9.600e-02 | atrl 2.493e+00 | trl0 2.463e+00 | nm 1.126e+02 | nmx 4.709e-01 | 
+2025-11-24 19:38:01,201 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 057/100 | step 00002/00625 | lr 9.600e-02 | atrl 2.672e+00 | trl0 2.569e+00 | nm 1.126e+02 | nmx 6.400e-01 | 
+2025-11-24 19:38:09,866 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 057/100 | step 00003/00625 | lr 9.600e-02 | atrl 2.688e+00 | trl0 2.504e+00 | nm 1.126e+02 | nmx 7.535e-01 | 
+2025-11-24 19:38:18,537 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 057/100 | step 00004/00625 | lr 9.600e-02 | atrl 2.737e+00 | trl0 2.490e+00 | nm 1.126e+02 | nmx 8.103e-01 | 
+2025-11-24 19:38:27,204 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 057/100 | step 00005/00625 | lr 9.600e-02 | atrl 2.747e+00 | trl0 2.459e+00 | nm 1.126e+02 | nmx 8.166e-01 | 
+2025-11-24 19:38:35,867 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 057/100 | step 00006/00625 | lr 9.600e-02 | atrl 2.787e+00 | trl0 2.517e+00 | nm 1.126e+02 | nmx 7.904e-01 | 
+2025-11-24 19:38:44,536 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 057/100 | step 00007/00625 | lr 9.600e-02 | atrl 2.704e+00 | trl0 2.453e+00 | nm 1.126e+02 | nmx 7.518e-01 | 
+2025-11-24 19:38:53,203 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 057/100 | step 00008/00625 | lr 9.600e-02 | atrl 2.709e+00 | trl0 2.496e+00 | nm 1.126e+02 | nmx 7.215e-01 | 
+2025-11-24 19:39:01,870 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 057/100 | step 00009/00625 | lr 9.600e-02 | atrl 2.717e+00 | trl0 2.526e+00 | nm 1.125e+02 | nmx 7.133e-01 | 
+2025-11-24 19:39:10,539 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 057/100 | step 00010/00625 | lr 9.600e-02 | atrl 2.704e+00 | trl0 2.513e+00 | nm 1.126e+02 | nmx 7.283e-01 | 
+2025-11-24 19:39:19,205 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 057/100 | step 00011/00625 | lr 9.600e-02 | atrl 2.668e+00 | trl0 2.449e+00 | nm 1.126e+02 | nmx 7.563e-01 | 
+2025-11-24 19:39:27,868 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 057/100 | step 00012/00625 | lr 9.600e-02 | atrl 2.675e+00 | trl0 2.450e+00 | nm 1.126e+02 | nmx 7.873e-01 | 
+2025-11-24 19:39:36,534 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 057/100 | step 00013/00625 | lr 9.600e-02 | atrl 2.773e+00 | trl0 2.502e+00 | nm 1.126e+02 | nmx 8.061e-01 | 
+2025-11-24 19:39:45,197 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 057/100 | step 00014/00625 | lr 9.600e-02 | atrl 2.814e+00 | trl0 2.534e+00 | nm 1.126e+02 | nmx 8.120e-01 | 
+2025-11-24 19:39:49,466 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 057/100 | step 00015/00625 | lr 9.600e-02 | atrl 2.786e+00 | trl0 2.483e+00 | nm 1.126e+02 | nmx 8.046e-01 | 
+2025-11-24 19:39:53,206 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 057/100 | step 00016/00625 | lr 9.600e-02 | atrl 2.781e+00 | trl0 2.469e+00 | nm 1.126e+02 | nmx 7.880e-01 | 
+2025-11-24 19:39:56,946 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 057/100 | step 00017/00625 | lr 9.600e-02 | atrl 2.746e+00 | trl0 2.455e+00 | nm 1.126e+02 | nmx 7.703e-01 | 
+2025-11-24 19:40:00,688 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 057/100 | step 00018/00625 | lr 9.600e-02 | atrl 2.793e+00 | trl0 2.510e+00 | nm 1.126e+02 | nmx 7.588e-01 | 
+2025-11-24 19:40:04,428 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 057/100 | step 00019/00625 | lr 9.600e-02 | atrl 2.787e+00 | trl0 2.521e+00 | nm 1.126e+02 | nmx 7.586e-01 | 
+2025-11-24 19:40:08,171 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 057/100 | step 00020/00625 | lr 9.600e-02 | atrl 2.684e+00 | trl0 2.420e+00 | nm 1.126e+02 | nmx 7.686e-01 | 
+2025-11-24 19:40:11,910 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 057/100 | step 00021/00625 | lr 9.600e-02 | atrl 2.706e+00 | trl0 2.447e+00 | nm 1.126e+02 | nmx 7.841e-01 | 
+2025-11-24 19:40:15,651 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 057/100 | step 00022/00625 | lr 9.600e-02 | atrl 2.729e+00 | trl0 2.456e+00 | nm 1.126e+02 | nmx 7.985e-01 | 
+2025-11-24 19:40:19,398 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 057/100 | step 00023/00625 | lr 9.600e-02 | atrl 2.731e+00 | trl0 2.436e+00 | nm 1.126e+02 | nmx 8.070e-01 | 
+2025-11-24 19:40:23,140 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 057/100 | step 00024/00625 | lr 9.600e-02 | atrl 2.823e+00 | trl0 2.537e+00 | nm 1.126e+02 | nmx 8.104e-01 | 
+2025-11-24 19:40:26,881 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 057/100 | step 00025/00625 | lr 9.600e-02 | atrl 2.725e+00 | trl0 2.431e+00 | nm 1.126e+02 | nmx 8.095e-01 | 
+2025-11-24 19:40:30,620 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 057/100 | step 00026/00625 | lr 9.600e-02 | atrl 2.775e+00 | trl0 2.481e+00 | nm 1.126e+02 | nmx 8.060e-01 | 
+2025-11-24 19:40:34,362 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 057/100 | step 00027/00625 | lr 9.600e-02 | atrl 2.717e+00 | trl0 2.431e+00 | nm 1.126e+02 | nmx 8.027e-01 | 
+2025-11-24 19:40:38,106 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 057/100 | step 00028/00625 | lr 9.600e-02 | atrl 2.775e+00 | trl0 2.497e+00 | nm 1.126e+02 | nmx 8.016e-01 | 
+2025-11-24 19:40:41,846 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 057/100 | step 00029/00625 | lr 9.600e-02 | atrl 2.788e+00 | trl0 2.507e+00 | nm 1.126e+02 | nmx 8.029e-01 | 
+2025-11-24 19:40:45,589 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 057/100 | step 00030/00625 | lr 9.600e-02 | atrl 2.778e+00 | trl0 2.502e+00 | nm 1.126e+02 | nmx 8.072e-01 | 
+2025-11-24 19:40:49,331 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 057/100 | step 00031/00625 | lr 9.600e-02 | atrl 2.750e+00 | trl0 2.465e+00 | nm 1.126e+02 | nmx 8.108e-01 | 
+2025-11-24 19:40:53,072 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 057/100 | step 00032/00625 | lr 9.600e-02 | atrl 2.792e+00 | trl0 2.501e+00 | nm 1.126e+02 | nmx 8.118e-01 | 
+2025-11-24 19:40:56,814 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 057/100 | step 00033/00625 | lr 9.600e-02 | atrl 2.775e+00 | trl0 2.479e+00 | nm 1.126e+02 | nmx 8.110e-01 | 
+2025-11-24 19:41:00,555 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 057/100 | step 00034/00625 | lr 9.600e-02 | atrl 2.781e+00 | trl0 2.487e+00 | nm 1.126e+02 | nmx 8.119e-01 | 
+2025-11-24 19:41:04,295 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 057/100 | step 00035/00625 | lr 9.600e-02 | atrl 2.750e+00 | trl0 2.457e+00 | nm 1.126e+02 | nmx 8.145e-01 | 
+2025-11-24 19:41:08,035 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 057/100 | step 00036/00625 | lr 9.600e-02 | atrl 2.738e+00 | trl0 2.433e+00 | nm 1.126e+02 | nmx 8.144e-01 | 
+2025-11-24 19:41:11,775 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 057/100 | step 00037/00625 | lr 9.600e-02 | atrl 2.813e+00 | trl0 2.510e+00 | nm 1.126e+02 | nmx 8.117e-01 | 
+2025-11-24 19:41:15,517 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 057/100 | step 00038/00625 | lr 9.600e-02 | atrl 2.791e+00 | trl0 2.499e+00 | nm 1.126e+02 | nmx 8.110e-01 | 
+2025-11-24 19:41:19,256 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 057/100 | step 00039/00625 | lr 9.600e-02 | atrl 2.800e+00 | trl0 2.505e+00 | nm 1.126e+02 | nmx 8.128e-01 | 
+2025-11-24 19:41:22,995 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 057/100 | step 00040/00625 | lr 9.600e-02 | atrl 2.801e+00 | trl0 2.505e+00 | nm 1.126e+02 | nmx 8.152e-01 | 
+2025-11-24 19:41:26,739 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 057/100 | step 00041/00625 | lr 9.600e-02 | atrl 2.694e+00 | trl0 2.387e+00 | nm 1.126e+02 | nmx 8.141e-01 | 
+2025-11-24 19:41:30,479 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 057/100 | step 00042/00625 | lr 9.600e-02 | atrl 2.805e+00 | trl0 2.505e+00 | nm 1.126e+02 | nmx 8.120e-01 | 
+2025-11-24 19:41:34,219 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 057/100 | step 00043/00625 | lr 9.600e-02 | atrl 2.793e+00 | trl0 2.503e+00 | nm 1.126e+02 | nmx 8.114e-01 | 
+2025-11-24 19:41:37,960 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 057/100 | step 00044/00625 | lr 9.600e-02 | atrl 2.769e+00 | trl0 2.475e+00 | nm 1.126e+02 | nmx 8.108e-01 | 
+2025-11-24 19:41:41,699 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 057/100 | step 00045/00625 | lr 9.600e-02 | atrl 2.784e+00 | trl0 2.493e+00 | nm 1.126e+02 | nmx 8.101e-01 | 
+2025-11-24 19:41:45,439 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 057/100 | step 00046/00625 | lr 9.600e-02 | atrl 2.768e+00 | trl0 2.476e+00 | nm 1.126e+02 | nmx 8.104e-01 | 
+2025-11-24 19:41:49,182 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 057/100 | step 00047/00625 | lr 9.600e-02 | atrl 2.741e+00 | trl0 2.448e+00 | nm 1.126e+02 | nmx 8.110e-01 | 
+2025-11-24 19:41:52,921 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 057/100 | step 00048/00625 | lr 9.600e-02 | atrl 2.816e+00 | trl0 2.523e+00 | nm 1.126e+02 | nmx 8.113e-01 | 
+2025-11-24 19:41:56,661 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 057/100 | step 00049/00625 | lr 9.600e-02 | atrl 2.786e+00 | trl0 2.501e+00 | nm 1.126e+02 | nmx 8.125e-01 | 
diff --git a/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-60/train.jsonl b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-60/train.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..db34d40e15c89f35bfb58d6f55e1b5a47a92d83d
--- /dev/null
+++ b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-60/train.jsonl
@@ -0,0 +1,250 @@
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+{"exp_idx": [4, 5], "lr_factor": 0.6, "epoch": [61, 100], "step": [43, 625], "lr": 0.009600000000000003, "atrl": 2.2399215698242188, "trl0": 2.212411642074585, "nm": 112.4207779493852, "nmx": 0.24663771596213716, "olr": 0.016000000000000004, "otrl": 2.215139150619507, "trl01": 2.1656882762908936, "otrl1": 2.19466233253479, "nm0": 112.43084056636796, "onm": 112.36940901591721, "data_diff": 0.0}
+{"exp_idx": [4, 5], "lr_factor": 0.6, "epoch": [61, 100], "step": [44, 625], "lr": 0.009600000000000003, "atrl": 2.298537254333496, "trl0": 2.2717721462249756, "nm": 112.42088629313847, "nmx": 0.24662324476502864, "olr": 0.016000000000000004, "otrl": 2.265900135040283, "trl01": 2.2084317207336426, "otrl1": 2.208420753479004, "nm0": 112.43084056636796, "onm": 112.36801457153737, "data_diff": 0.0}
+{"exp_idx": [4, 5], "lr_factor": 0.6, "epoch": [61, 100], "step": [45, 625], "lr": 0.009600000000000003, "atrl": 2.1669511795043945, "trl0": 2.1389780044555664, "nm": 112.42098414965348, "nmx": 0.2466203838309697, "olr": 0.016000000000000004, "otrl": 2.1401875019073486, "trl01": 1.9504802227020264, "otrl1": 1.9550434350967407, "nm0": 112.43084056636796, "onm": 112.36661336537598, "data_diff": 0.0}
+{"exp_idx": [4, 5], "lr_factor": 0.6, "epoch": [61, 100], "step": [46, 625], "lr": 0.009600000000000003, "atrl": 2.168856620788574, "trl0": 2.1425583362579346, "nm": 112.42108035433384, "nmx": 0.2466745493336517, "olr": 0.016000000000000004, "otrl": 2.1350159645080566, "trl01": 2.126296281814575, "otrl1": 2.114137649536133, "nm0": 112.43084056636796, "onm": 112.36522254541867, "data_diff": 0.0}
+{"exp_idx": [4, 5], "lr_factor": 0.6, "epoch": [61, 100], "step": [47, 625], "lr": 0.009600000000000003, "atrl": 2.1929643154144287, "trl0": 2.1659443378448486, "nm": 112.42116024487193, "nmx": 0.2467726520225356, "olr": 0.016000000000000004, "otrl": 2.1652727127075195, "trl01": 2.12086820602417, "otrl1": 2.1309173107147217, "nm0": 112.43084056636796, "onm": 112.36381107277846, "data_diff": 0.0}
+{"exp_idx": [4, 5], "lr_factor": 0.6, "epoch": [61, 100], "step": [48, 625], "lr": 0.009600000000000003, "atrl": 2.1925904750823975, "trl0": 2.1688027381896973, "nm": 112.42123133671338, "nmx": 0.2470272153183317, "olr": 0.016000000000000004, "otrl": 2.1603434085845947, "trl01": 2.355687141418457, "otrl1": 2.3454067707061768, "nm0": 112.43084056636796, "onm": 112.36239882063902, "data_diff": 0.0}
+{"exp_idx": [4, 5], "lr_factor": 0.6, "epoch": [61, 100], "step": [49, 625], "lr": 0.009600000000000003, "atrl": 2.216681718826294, "trl0": 2.192105531692505, "nm": 112.42130525600663, "nmx": 0.2473757048717426, "olr": 0.016000000000000004, "otrl": 2.1848366260528564, "trl01": 2.217478036880493, "otrl1": 2.2227554321289062, "nm0": 112.43084056636796, "onm": 112.36100521930497, "data_diff": 0.0}
diff --git a/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-60/train.log b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-60/train.log
new file mode 100644
index 0000000000000000000000000000000000000000..4b3c951f44f90131d22cfbd04d2edc5f17d5d043
--- /dev/null
+++ b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-60/train.log
@@ -0,0 +1,311 @@
+2025-11-24 19:42:11,767 | INFO | LR factors: [1.4 1.2 1.  0.8 0.6]
+2025-11-24 19:42:14,198 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 19:42:14,199 | INFO | Starting LR test 1/5: lr=1.4000
+2025-11-24 19:42:14,199 | INFO | Starting EoS for LR factor 1.4000
+2025-11-24 19:42:14,199 | INFO | Starting EoS for checkpoint 60
+2025-11-24 19:42:14,200 | INFO | Starting EoS for model resnet50
+2025-11-24 19:42:14,662 | INFO | Model state successfully loaded
+2025-11-24 19:42:15,860 | INFO | Wrapped model with DDP
+2025-11-24 19:42:15,863 | INFO | Current learning rate: 0.022400000000000003
+2025-11-24 19:42:15,864 | INFO | Original learning rate: 0.016000000000000004
+2025-11-24 19:42:15,889 | INFO | 🎯 Momentum Information:
+2025-11-24 19:42:15,890 | INFO |   Extracted vectors: 161
+2025-11-24 19:42:15,890 | INFO |   Has momentum state: True
+2025-11-24 19:42:24,537 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 061/100 | step 00000/00625 | lr 2.240e-02 | atrl 2.189e+00 | trl0 2.189e+00 | nm 1.124e+02 | nmx 5.873e-02 | 
+2025-11-24 19:42:28,281 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 061/100 | step 00001/00625 | lr 2.240e-02 | atrl 2.177e+00 | trl0 2.175e+00 | nm 1.124e+02 | nmx 1.132e-01 | 
+2025-11-24 19:42:32,025 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 061/100 | step 00002/00625 | lr 2.240e-02 | atrl 2.254e+00 | trl0 2.248e+00 | nm 1.124e+02 | nmx 1.634e-01 | 
+2025-11-24 19:42:35,772 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 061/100 | step 00003/00625 | lr 2.240e-02 | atrl 2.185e+00 | trl0 2.171e+00 | nm 1.124e+02 | nmx 2.086e-01 | 
+2025-11-24 19:42:39,517 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 061/100 | step 00004/00625 | lr 2.240e-02 | atrl 2.263e+00 | trl0 2.243e+00 | nm 1.124e+02 | nmx 2.486e-01 | 
+2025-11-24 19:42:43,262 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 061/100 | step 00005/00625 | lr 2.240e-02 | atrl 2.287e+00 | trl0 2.255e+00 | nm 1.124e+02 | nmx 2.829e-01 | 
+2025-11-24 19:42:47,004 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 061/100 | step 00006/00625 | lr 2.240e-02 | atrl 2.173e+00 | trl0 2.137e+00 | nm 1.124e+02 | nmx 3.119e-01 | 
+2025-11-24 19:42:50,749 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 061/100 | step 00007/00625 | lr 2.240e-02 | atrl 2.335e+00 | trl0 2.286e+00 | nm 1.124e+02 | nmx 3.353e-01 | 
+2025-11-24 19:42:54,491 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 061/100 | step 00008/00625 | lr 2.240e-02 | atrl 2.231e+00 | trl0 2.174e+00 | nm 1.124e+02 | nmx 3.532e-01 | 
+2025-11-24 19:42:58,234 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 061/100 | step 00009/00625 | lr 2.240e-02 | atrl 2.250e+00 | trl0 2.186e+00 | nm 1.124e+02 | nmx 3.658e-01 | 
+2025-11-24 19:43:01,978 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 061/100 | step 00010/00625 | lr 2.240e-02 | atrl 2.231e+00 | trl0 2.165e+00 | nm 1.124e+02 | nmx 3.740e-01 | 
+2025-11-24 19:43:05,720 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 061/100 | step 00011/00625 | lr 2.240e-02 | atrl 2.212e+00 | trl0 2.142e+00 | nm 1.124e+02 | nmx 3.783e-01 | 
+2025-11-24 19:43:09,463 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 061/100 | step 00012/00625 | lr 2.240e-02 | atrl 2.251e+00 | trl0 2.183e+00 | nm 1.124e+02 | nmx 3.795e-01 | 
+2025-11-24 19:43:13,207 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 061/100 | step 00013/00625 | lr 2.240e-02 | atrl 2.301e+00 | trl0 2.231e+00 | nm 1.124e+02 | nmx 3.785e-01 | 
+2025-11-24 19:43:16,952 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 061/100 | step 00014/00625 | lr 2.240e-02 | atrl 2.263e+00 | trl0 2.195e+00 | nm 1.124e+02 | nmx 3.759e-01 | 
+2025-11-24 19:43:20,696 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 061/100 | step 00015/00625 | lr 2.240e-02 | atrl 2.195e+00 | trl0 2.127e+00 | nm 1.124e+02 | nmx 3.724e-01 | 
+2025-11-24 19:43:24,440 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 061/100 | step 00016/00625 | lr 2.240e-02 | atrl 2.241e+00 | trl0 2.177e+00 | nm 1.124e+02 | nmx 3.686e-01 | 
+2025-11-24 19:43:28,183 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 061/100 | step 00017/00625 | lr 2.240e-02 | atrl 2.250e+00 | trl0 2.182e+00 | nm 1.124e+02 | nmx 3.648e-01 | 
+2025-11-24 19:43:31,930 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 061/100 | step 00018/00625 | lr 2.240e-02 | atrl 2.258e+00 | trl0 2.192e+00 | nm 1.124e+02 | nmx 3.616e-01 | 
+2025-11-24 19:43:35,673 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 061/100 | step 00019/00625 | lr 2.240e-02 | atrl 2.217e+00 | trl0 2.152e+00 | nm 1.124e+02 | nmx 3.591e-01 | 
+2025-11-24 19:43:39,417 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 061/100 | step 00020/00625 | lr 2.240e-02 | atrl 2.218e+00 | trl0 2.157e+00 | nm 1.124e+02 | nmx 3.578e-01 | 
+2025-11-24 19:43:43,161 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 061/100 | step 00021/00625 | lr 2.240e-02 | atrl 2.323e+00 | trl0 2.263e+00 | nm 1.124e+02 | nmx 3.576e-01 | 
+2025-11-24 19:43:46,905 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 061/100 | step 00022/00625 | lr 2.240e-02 | atrl 2.228e+00 | trl0 2.163e+00 | nm 1.124e+02 | nmx 3.581e-01 | 
+2025-11-24 19:43:50,649 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 061/100 | step 00023/00625 | lr 2.240e-02 | atrl 2.236e+00 | trl0 2.169e+00 | nm 1.124e+02 | nmx 3.590e-01 | 
+2025-11-24 19:43:54,392 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 061/100 | step 00024/00625 | lr 2.240e-02 | atrl 2.221e+00 | trl0 2.154e+00 | nm 1.124e+02 | nmx 3.602e-01 | 
+2025-11-24 19:43:58,137 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 061/100 | step 00025/00625 | lr 2.240e-02 | atrl 2.273e+00 | trl0 2.210e+00 | nm 1.124e+02 | nmx 3.620e-01 | 
+2025-11-24 19:44:01,880 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 061/100 | step 00026/00625 | lr 2.240e-02 | atrl 2.277e+00 | trl0 2.212e+00 | nm 1.124e+02 | nmx 3.640e-01 | 
+2025-11-24 19:44:05,623 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 061/100 | step 00027/00625 | lr 2.240e-02 | atrl 2.273e+00 | trl0 2.210e+00 | nm 1.124e+02 | nmx 3.661e-01 | 
+2025-11-24 19:44:09,367 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 061/100 | step 00028/00625 | lr 2.240e-02 | atrl 2.262e+00 | trl0 2.196e+00 | nm 1.124e+02 | nmx 3.682e-01 | 
+2025-11-24 19:44:13,110 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 061/100 | step 00029/00625 | lr 2.240e-02 | atrl 2.293e+00 | trl0 2.226e+00 | nm 1.124e+02 | nmx 3.699e-01 | 
+2025-11-24 19:44:16,854 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 061/100 | step 00030/00625 | lr 2.240e-02 | atrl 2.193e+00 | trl0 2.120e+00 | nm 1.124e+02 | nmx 3.708e-01 | 
+2025-11-24 19:44:20,599 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 061/100 | step 00031/00625 | lr 2.240e-02 | atrl 2.265e+00 | trl0 2.195e+00 | nm 1.124e+02 | nmx 3.712e-01 | 
+2025-11-24 19:44:24,342 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 061/100 | step 00032/00625 | lr 2.240e-02 | atrl 2.279e+00 | trl0 2.210e+00 | nm 1.124e+02 | nmx 3.712e-01 | 
+2025-11-24 19:44:28,084 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 061/100 | step 00033/00625 | lr 2.240e-02 | atrl 2.284e+00 | trl0 2.216e+00 | nm 1.124e+02 | nmx 3.710e-01 | 
+2025-11-24 19:44:31,825 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 061/100 | step 00034/00625 | lr 2.240e-02 | atrl 2.247e+00 | trl0 2.179e+00 | nm 1.124e+02 | nmx 3.709e-01 | 
+2025-11-24 19:44:35,568 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 061/100 | step 00035/00625 | lr 2.240e-02 | atrl 2.275e+00 | trl0 2.205e+00 | nm 1.124e+02 | nmx 3.706e-01 | 
+2025-11-24 19:44:39,312 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 061/100 | step 00036/00625 | lr 2.240e-02 | atrl 2.252e+00 | trl0 2.173e+00 | nm 1.124e+02 | nmx 3.697e-01 | 
+2025-11-24 19:44:43,055 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 061/100 | step 00037/00625 | lr 2.240e-02 | atrl 2.230e+00 | trl0 2.161e+00 | nm 1.124e+02 | nmx 3.688e-01 | 
+2025-11-24 19:44:46,797 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 061/100 | step 00038/00625 | lr 2.240e-02 | atrl 2.204e+00 | trl0 2.137e+00 | nm 1.124e+02 | nmx 3.681e-01 | 
+2025-11-24 19:44:50,540 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 061/100 | step 00039/00625 | lr 2.240e-02 | atrl 2.241e+00 | trl0 2.171e+00 | nm 1.124e+02 | nmx 3.675e-01 | 
+2025-11-24 19:44:54,285 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 061/100 | step 00040/00625 | lr 2.240e-02 | atrl 2.208e+00 | trl0 2.142e+00 | nm 1.124e+02 | nmx 3.673e-01 | 
+2025-11-24 19:44:58,029 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 061/100 | step 00041/00625 | lr 2.240e-02 | atrl 2.308e+00 | trl0 2.241e+00 | nm 1.124e+02 | nmx 3.673e-01 | 
+2025-11-24 19:45:01,772 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 061/100 | step 00042/00625 | lr 2.240e-02 | atrl 2.273e+00 | trl0 2.203e+00 | nm 1.124e+02 | nmx 3.675e-01 | 
+2025-11-24 19:45:05,515 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 061/100 | step 00043/00625 | lr 2.240e-02 | atrl 2.283e+00 | trl0 2.212e+00 | nm 1.124e+02 | nmx 3.678e-01 | 
+2025-11-24 19:45:09,259 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 061/100 | step 00044/00625 | lr 2.240e-02 | atrl 2.341e+00 | trl0 2.272e+00 | nm 1.124e+02 | nmx 3.684e-01 | 
+2025-11-24 19:45:13,001 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 061/100 | step 00045/00625 | lr 2.240e-02 | atrl 2.208e+00 | trl0 2.139e+00 | nm 1.124e+02 | nmx 3.691e-01 | 
+2025-11-24 19:45:16,745 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 061/100 | step 00046/00625 | lr 2.240e-02 | atrl 2.210e+00 | trl0 2.143e+00 | nm 1.124e+02 | nmx 3.698e-01 | 
+2025-11-24 19:45:20,486 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 061/100 | step 00047/00625 | lr 2.240e-02 | atrl 2.232e+00 | trl0 2.166e+00 | nm 1.124e+02 | nmx 3.707e-01 | 
+2025-11-24 19:45:24,228 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 061/100 | step 00048/00625 | lr 2.240e-02 | atrl 2.235e+00 | trl0 2.169e+00 | nm 1.124e+02 | nmx 3.718e-01 | 
+2025-11-24 19:45:27,969 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 061/100 | step 00049/00625 | lr 2.240e-02 | atrl 2.256e+00 | trl0 2.192e+00 | nm 1.124e+02 | nmx 3.730e-01 | 
+2025-11-24 19:45:28,310 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 19:45:28,310 | INFO | Starting LR test 2/5: lr=1.2000
+2025-11-24 19:45:28,310 | INFO | Starting EoS for LR factor 1.2000
+2025-11-24 19:45:28,310 | INFO | Starting EoS for checkpoint 60
+2025-11-24 19:45:28,310 | INFO | Starting EoS for model resnet50
+2025-11-24 19:45:28,699 | INFO | Model state successfully loaded
+2025-11-24 19:45:28,946 | INFO | Wrapped model with DDP
+2025-11-24 19:45:28,949 | INFO | Current learning rate: 0.019200000000000005
+2025-11-24 19:45:28,949 | INFO | Original learning rate: 0.016000000000000004
+2025-11-24 19:45:28,973 | INFO | 🎯 Momentum Information:
+2025-11-24 19:45:28,974 | INFO |   Extracted vectors: 161
+2025-11-24 19:45:28,974 | INFO |   Has momentum state: True
+2025-11-24 19:45:36,784 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 061/100 | step 00000/00625 | lr 1.920e-02 | atrl 2.189e+00 | trl0 2.189e+00 | nm 1.124e+02 | nmx 5.034e-02 | 
+2025-11-24 19:45:40,527 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 061/100 | step 00001/00625 | lr 1.920e-02 | atrl 2.177e+00 | trl0 2.175e+00 | nm 1.124e+02 | nmx 9.719e-02 | 
+2025-11-24 19:45:44,271 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 061/100 | step 00002/00625 | lr 1.920e-02 | atrl 2.252e+00 | trl0 2.248e+00 | nm 1.124e+02 | nmx 1.408e-01 | 
+2025-11-24 19:45:48,013 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 061/100 | step 00003/00625 | lr 1.920e-02 | atrl 2.182e+00 | trl0 2.171e+00 | nm 1.124e+02 | nmx 1.804e-01 | 
+2025-11-24 19:45:51,756 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 061/100 | step 00004/00625 | lr 1.920e-02 | atrl 2.257e+00 | trl0 2.243e+00 | nm 1.124e+02 | nmx 2.161e-01 | 
+2025-11-24 19:45:55,499 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 061/100 | step 00005/00625 | lr 1.920e-02 | atrl 2.279e+00 | trl0 2.255e+00 | nm 1.124e+02 | nmx 2.473e-01 | 
+2025-11-24 19:45:59,244 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 061/100 | step 00006/00625 | lr 1.920e-02 | atrl 2.164e+00 | trl0 2.137e+00 | nm 1.124e+02 | nmx 2.744e-01 | 
+2025-11-24 19:46:02,987 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 061/100 | step 00007/00625 | lr 1.920e-02 | atrl 2.324e+00 | trl0 2.286e+00 | nm 1.124e+02 | nmx 2.971e-01 | 
+2025-11-24 19:46:06,728 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 061/100 | step 00008/00625 | lr 1.920e-02 | atrl 2.219e+00 | trl0 2.174e+00 | nm 1.124e+02 | nmx 3.153e-01 | 
+2025-11-24 19:46:10,470 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 061/100 | step 00009/00625 | lr 1.920e-02 | atrl 2.237e+00 | trl0 2.186e+00 | nm 1.124e+02 | nmx 3.292e-01 | 
+2025-11-24 19:46:14,212 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 061/100 | step 00010/00625 | lr 1.920e-02 | atrl 2.218e+00 | trl0 2.165e+00 | nm 1.124e+02 | nmx 3.395e-01 | 
+2025-11-24 19:46:17,957 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 061/100 | step 00011/00625 | lr 1.920e-02 | atrl 2.199e+00 | trl0 2.142e+00 | nm 1.124e+02 | nmx 3.462e-01 | 
+2025-11-24 19:46:21,700 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 061/100 | step 00012/00625 | lr 1.920e-02 | atrl 2.239e+00 | trl0 2.183e+00 | nm 1.124e+02 | nmx 3.502e-01 | 
+2025-11-24 19:46:25,444 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 061/100 | step 00013/00625 | lr 1.920e-02 | atrl 2.290e+00 | trl0 2.231e+00 | nm 1.124e+02 | nmx 3.520e-01 | 
+2025-11-24 19:46:29,186 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 061/100 | step 00014/00625 | lr 1.920e-02 | atrl 2.253e+00 | trl0 2.195e+00 | nm 1.124e+02 | nmx 3.519e-01 | 
+2025-11-24 19:46:32,928 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 061/100 | step 00015/00625 | lr 1.920e-02 | atrl 2.186e+00 | trl0 2.127e+00 | nm 1.124e+02 | nmx 3.506e-01 | 
+2025-11-24 19:46:36,671 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 061/100 | step 00016/00625 | lr 1.920e-02 | atrl 2.233e+00 | trl0 2.177e+00 | nm 1.124e+02 | nmx 3.484e-01 | 
+2025-11-24 19:46:40,413 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 061/100 | step 00017/00625 | lr 1.920e-02 | atrl 2.243e+00 | trl0 2.182e+00 | nm 1.124e+02 | nmx 3.456e-01 | 
+2025-11-24 19:46:44,155 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 061/100 | step 00018/00625 | lr 1.920e-02 | atrl 2.251e+00 | trl0 2.192e+00 | nm 1.124e+02 | nmx 3.427e-01 | 
+2025-11-24 19:46:47,900 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 061/100 | step 00019/00625 | lr 1.920e-02 | atrl 2.209e+00 | trl0 2.152e+00 | nm 1.124e+02 | nmx 3.400e-01 | 
+2025-11-24 19:46:51,642 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 061/100 | step 00020/00625 | lr 1.920e-02 | atrl 2.210e+00 | trl0 2.157e+00 | nm 1.124e+02 | nmx 3.378e-01 | 
+2025-11-24 19:46:55,386 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 061/100 | step 00021/00625 | lr 1.920e-02 | atrl 2.315e+00 | trl0 2.263e+00 | nm 1.124e+02 | nmx 3.364e-01 | 
+2025-11-24 19:46:59,130 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 061/100 | step 00022/00625 | lr 1.920e-02 | atrl 2.219e+00 | trl0 2.163e+00 | nm 1.124e+02 | nmx 3.355e-01 | 
+2025-11-24 19:47:02,872 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 061/100 | step 00023/00625 | lr 1.920e-02 | atrl 2.227e+00 | trl0 2.169e+00 | nm 1.124e+02 | nmx 3.349e-01 | 
+2025-11-24 19:47:06,616 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 061/100 | step 00024/00625 | lr 1.920e-02 | atrl 2.211e+00 | trl0 2.154e+00 | nm 1.124e+02 | nmx 3.348e-01 | 
+2025-11-24 19:47:10,359 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 061/100 | step 00025/00625 | lr 1.920e-02 | atrl 2.263e+00 | trl0 2.210e+00 | nm 1.124e+02 | nmx 3.353e-01 | 
+2025-11-24 19:47:14,103 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 061/100 | step 00026/00625 | lr 1.920e-02 | atrl 2.266e+00 | trl0 2.212e+00 | nm 1.124e+02 | nmx 3.362e-01 | 
+2025-11-24 19:47:17,846 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 061/100 | step 00027/00625 | lr 1.920e-02 | atrl 2.262e+00 | trl0 2.210e+00 | nm 1.124e+02 | nmx 3.376e-01 | 
+2025-11-24 19:47:21,591 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 061/100 | step 00028/00625 | lr 1.920e-02 | atrl 2.251e+00 | trl0 2.196e+00 | nm 1.124e+02 | nmx 3.392e-01 | 
+2025-11-24 19:47:25,333 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 061/100 | step 00029/00625 | lr 1.920e-02 | atrl 2.281e+00 | trl0 2.226e+00 | nm 1.124e+02 | nmx 3.408e-01 | 
+2025-11-24 19:47:29,076 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 061/100 | step 00030/00625 | lr 1.920e-02 | atrl 2.181e+00 | trl0 2.120e+00 | nm 1.124e+02 | nmx 3.418e-01 | 
+2025-11-24 19:47:32,818 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 061/100 | step 00031/00625 | lr 1.920e-02 | atrl 2.254e+00 | trl0 2.195e+00 | nm 1.124e+02 | nmx 3.425e-01 | 
+2025-11-24 19:47:36,559 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 061/100 | step 00032/00625 | lr 1.920e-02 | atrl 2.268e+00 | trl0 2.210e+00 | nm 1.124e+02 | nmx 3.430e-01 | 
+2025-11-24 19:47:40,299 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 061/100 | step 00033/00625 | lr 1.920e-02 | atrl 2.273e+00 | trl0 2.216e+00 | nm 1.124e+02 | nmx 3.434e-01 | 
+2025-11-24 19:47:44,044 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 061/100 | step 00034/00625 | lr 1.920e-02 | atrl 2.236e+00 | trl0 2.179e+00 | nm 1.124e+02 | nmx 3.437e-01 | 
+2025-11-24 19:47:47,788 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 061/100 | step 00035/00625 | lr 1.920e-02 | atrl 2.264e+00 | trl0 2.205e+00 | nm 1.124e+02 | nmx 3.439e-01 | 
+2025-11-24 19:47:51,530 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 061/100 | step 00036/00625 | lr 1.920e-02 | atrl 2.240e+00 | trl0 2.173e+00 | nm 1.124e+02 | nmx 3.435e-01 | 
+2025-11-24 19:47:55,275 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 061/100 | step 00037/00625 | lr 1.920e-02 | atrl 2.219e+00 | trl0 2.161e+00 | nm 1.124e+02 | nmx 3.431e-01 | 
+2025-11-24 19:47:59,018 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 061/100 | step 00038/00625 | lr 1.920e-02 | atrl 2.194e+00 | trl0 2.137e+00 | nm 1.124e+02 | nmx 3.427e-01 | 
+2025-11-24 19:48:02,761 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 061/100 | step 00039/00625 | lr 1.920e-02 | atrl 2.231e+00 | trl0 2.171e+00 | nm 1.124e+02 | nmx 3.422e-01 | 
+2025-11-24 19:48:06,504 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 061/100 | step 00040/00625 | lr 1.920e-02 | atrl 2.199e+00 | trl0 2.142e+00 | nm 1.124e+02 | nmx 3.419e-01 | 
+2025-11-24 19:48:10,243 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 061/100 | step 00041/00625 | lr 1.920e-02 | atrl 2.299e+00 | trl0 2.241e+00 | nm 1.124e+02 | nmx 3.416e-01 | 
+2025-11-24 19:48:13,987 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 061/100 | step 00042/00625 | lr 1.920e-02 | atrl 2.264e+00 | trl0 2.203e+00 | nm 1.124e+02 | nmx 3.414e-01 | 
+2025-11-24 19:48:17,730 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 061/100 | step 00043/00625 | lr 1.920e-02 | atrl 2.273e+00 | trl0 2.212e+00 | nm 1.124e+02 | nmx 3.412e-01 | 
+2025-11-24 19:48:21,472 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 061/100 | step 00044/00625 | lr 1.920e-02 | atrl 2.330e+00 | trl0 2.272e+00 | nm 1.124e+02 | nmx 3.413e-01 | 
+2025-11-24 19:48:25,214 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 061/100 | step 00045/00625 | lr 1.920e-02 | atrl 2.197e+00 | trl0 2.139e+00 | nm 1.124e+02 | nmx 3.417e-01 | 
+2025-11-24 19:48:28,958 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 061/100 | step 00046/00625 | lr 1.920e-02 | atrl 2.200e+00 | trl0 2.143e+00 | nm 1.124e+02 | nmx 3.421e-01 | 
+2025-11-24 19:48:32,701 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 061/100 | step 00047/00625 | lr 1.920e-02 | atrl 2.223e+00 | trl0 2.166e+00 | nm 1.124e+02 | nmx 3.428e-01 | 
+2025-11-24 19:48:36,443 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 061/100 | step 00048/00625 | lr 1.920e-02 | atrl 2.224e+00 | trl0 2.169e+00 | nm 1.124e+02 | nmx 3.436e-01 | 
+2025-11-24 19:48:40,184 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 061/100 | step 00049/00625 | lr 1.920e-02 | atrl 2.246e+00 | trl0 2.192e+00 | nm 1.124e+02 | nmx 3.447e-01 | 
+2025-11-24 19:48:40,383 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 19:48:40,383 | INFO | Starting LR test 3/5: lr=1.0000
+2025-11-24 19:48:40,383 | INFO | Starting EoS for LR factor 1.0000
+2025-11-24 19:48:40,383 | INFO | Starting EoS for checkpoint 60
+2025-11-24 19:48:40,384 | INFO | Starting EoS for model resnet50
+2025-11-24 19:48:40,766 | INFO | Model state successfully loaded
+2025-11-24 19:48:41,324 | INFO | Wrapped model with DDP
+2025-11-24 19:48:41,327 | INFO | Current learning rate: 0.016000000000000004
+2025-11-24 19:48:41,327 | INFO | Original learning rate: 0.016000000000000004
+2025-11-24 19:48:41,333 | INFO | 🎯 Momentum Information:
+2025-11-24 19:48:41,333 | INFO |   Extracted vectors: 161
+2025-11-24 19:48:41,333 | INFO |   Has momentum state: True
+2025-11-24 19:48:48,859 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 061/100 | step 00000/00625 | lr 1.600e-02 | atrl 2.189e+00 | trl0 2.189e+00 | nm 1.124e+02 | nmx 4.195e-02 | 
+2025-11-24 19:48:52,599 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 061/100 | step 00001/00625 | lr 1.600e-02 | atrl 2.176e+00 | trl0 2.175e+00 | nm 1.124e+02 | nmx 8.115e-02 | 
+2025-11-24 19:48:56,343 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 061/100 | step 00002/00625 | lr 1.600e-02 | atrl 2.251e+00 | trl0 2.248e+00 | nm 1.124e+02 | nmx 1.179e-01 | 
+2025-11-24 19:49:00,087 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 061/100 | step 00003/00625 | lr 1.600e-02 | atrl 2.178e+00 | trl0 2.171e+00 | nm 1.124e+02 | nmx 1.517e-01 | 
+2025-11-24 19:49:03,830 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 061/100 | step 00004/00625 | lr 1.600e-02 | atrl 2.252e+00 | trl0 2.243e+00 | nm 1.124e+02 | nmx 1.826e-01 | 
+2025-11-24 19:49:07,573 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 061/100 | step 00005/00625 | lr 1.600e-02 | atrl 2.272e+00 | trl0 2.255e+00 | nm 1.124e+02 | nmx 2.102e-01 | 
+2025-11-24 19:49:11,315 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 061/100 | step 00006/00625 | lr 1.600e-02 | atrl 2.156e+00 | trl0 2.137e+00 | nm 1.124e+02 | nmx 2.347e-01 | 
+2025-11-24 19:49:15,058 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 061/100 | step 00007/00625 | lr 1.600e-02 | atrl 2.314e+00 | trl0 2.286e+00 | nm 1.124e+02 | nmx 2.559e-01 | 
+2025-11-24 19:49:18,800 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 061/100 | step 00008/00625 | lr 1.600e-02 | atrl 2.207e+00 | trl0 2.174e+00 | nm 1.124e+02 | nmx 2.737e-01 | 
+2025-11-24 19:49:22,543 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 061/100 | step 00009/00625 | lr 1.600e-02 | atrl 2.224e+00 | trl0 2.186e+00 | nm 1.124e+02 | nmx 2.882e-01 | 
+2025-11-24 19:49:26,289 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 061/100 | step 00010/00625 | lr 1.600e-02 | atrl 2.205e+00 | trl0 2.165e+00 | nm 1.124e+02 | nmx 2.997e-01 | 
+2025-11-24 19:49:30,033 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 061/100 | step 00011/00625 | lr 1.600e-02 | atrl 2.186e+00 | trl0 2.142e+00 | nm 1.124e+02 | nmx 3.083e-01 | 
+2025-11-24 19:49:33,775 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 061/100 | step 00012/00625 | lr 1.600e-02 | atrl 2.227e+00 | trl0 2.183e+00 | nm 1.124e+02 | nmx 3.146e-01 | 
+2025-11-24 19:49:37,518 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 061/100 | step 00013/00625 | lr 1.600e-02 | atrl 2.278e+00 | trl0 2.231e+00 | nm 1.124e+02 | nmx 3.188e-01 | 
+2025-11-24 19:49:41,259 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 061/100 | step 00014/00625 | lr 1.600e-02 | atrl 2.241e+00 | trl0 2.195e+00 | nm 1.124e+02 | nmx 3.214e-01 | 
+2025-11-24 19:49:45,002 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 061/100 | step 00015/00625 | lr 1.600e-02 | atrl 2.175e+00 | trl0 2.127e+00 | nm 1.124e+02 | nmx 3.225e-01 | 
+2025-11-24 19:49:48,744 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 061/100 | step 00016/00625 | lr 1.600e-02 | atrl 2.223e+00 | trl0 2.177e+00 | nm 1.124e+02 | nmx 3.225e-01 | 
+2025-11-24 19:49:52,486 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 061/100 | step 00017/00625 | lr 1.600e-02 | atrl 2.234e+00 | trl0 2.182e+00 | nm 1.124e+02 | nmx 3.216e-01 | 
+2025-11-24 19:49:56,229 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 061/100 | step 00018/00625 | lr 1.600e-02 | atrl 2.243e+00 | trl0 2.192e+00 | nm 1.124e+02 | nmx 3.199e-01 | 
+2025-11-24 19:49:59,973 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 061/100 | step 00019/00625 | lr 1.600e-02 | atrl 2.201e+00 | trl0 2.152e+00 | nm 1.124e+02 | nmx 3.180e-01 | 
+2025-11-24 19:50:03,715 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 061/100 | step 00020/00625 | lr 1.600e-02 | atrl 2.203e+00 | trl0 2.157e+00 | nm 1.124e+02 | nmx 3.160e-01 | 
+2025-11-24 19:50:07,459 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 061/100 | step 00021/00625 | lr 1.600e-02 | atrl 2.307e+00 | trl0 2.263e+00 | nm 1.124e+02 | nmx 3.144e-01 | 
+2025-11-24 19:50:11,201 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 061/100 | step 00022/00625 | lr 1.600e-02 | atrl 2.211e+00 | trl0 2.163e+00 | nm 1.124e+02 | nmx 3.129e-01 | 
+2025-11-24 19:50:14,946 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 061/100 | step 00023/00625 | lr 1.600e-02 | atrl 2.218e+00 | trl0 2.169e+00 | nm 1.124e+02 | nmx 3.115e-01 | 
+2025-11-24 19:50:18,688 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 061/100 | step 00024/00625 | lr 1.600e-02 | atrl 2.201e+00 | trl0 2.154e+00 | nm 1.124e+02 | nmx 3.104e-01 | 
+2025-11-24 19:50:22,430 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 061/100 | step 00025/00625 | lr 1.600e-02 | atrl 2.254e+00 | trl0 2.210e+00 | nm 1.124e+02 | nmx 3.097e-01 | 
+2025-11-24 19:50:26,173 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 061/100 | step 00026/00625 | lr 1.600e-02 | atrl 2.257e+00 | trl0 2.212e+00 | nm 1.124e+02 | nmx 3.095e-01 | 
+2025-11-24 19:50:29,915 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 061/100 | step 00027/00625 | lr 1.600e-02 | atrl 2.252e+00 | trl0 2.210e+00 | nm 1.124e+02 | nmx 3.098e-01 | 
+2025-11-24 19:50:33,657 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 061/100 | step 00028/00625 | lr 1.600e-02 | atrl 2.241e+00 | trl0 2.196e+00 | nm 1.124e+02 | nmx 3.104e-01 | 
+2025-11-24 19:50:37,399 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 061/100 | step 00029/00625 | lr 1.600e-02 | atrl 2.270e+00 | trl0 2.226e+00 | nm 1.124e+02 | nmx 3.112e-01 | 
+2025-11-24 19:50:41,140 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 061/100 | step 00030/00625 | lr 1.600e-02 | atrl 2.170e+00 | trl0 2.120e+00 | nm 1.124e+02 | nmx 3.117e-01 | 
+2025-11-24 19:50:44,883 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 061/100 | step 00031/00625 | lr 1.600e-02 | atrl 2.244e+00 | trl0 2.195e+00 | nm 1.124e+02 | nmx 3.122e-01 | 
+2025-11-24 19:50:48,623 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 061/100 | step 00032/00625 | lr 1.600e-02 | atrl 2.257e+00 | trl0 2.210e+00 | nm 1.124e+02 | nmx 3.125e-01 | 
+2025-11-24 19:50:52,365 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 061/100 | step 00033/00625 | lr 1.600e-02 | atrl 2.262e+00 | trl0 2.216e+00 | nm 1.124e+02 | nmx 3.130e-01 | 
+2025-11-24 19:50:56,108 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 061/100 | step 00034/00625 | lr 1.600e-02 | atrl 2.225e+00 | trl0 2.179e+00 | nm 1.124e+02 | nmx 3.134e-01 | 
+2025-11-24 19:50:59,851 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 061/100 | step 00035/00625 | lr 1.600e-02 | atrl 2.253e+00 | trl0 2.205e+00 | nm 1.124e+02 | nmx 3.138e-01 | 
+2025-11-24 19:51:03,593 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 061/100 | step 00036/00625 | lr 1.600e-02 | atrl 2.228e+00 | trl0 2.173e+00 | nm 1.124e+02 | nmx 3.139e-01 | 
+2025-11-24 19:51:07,334 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 061/100 | step 00037/00625 | lr 1.600e-02 | atrl 2.208e+00 | trl0 2.161e+00 | nm 1.124e+02 | nmx 3.139e-01 | 
+2025-11-24 19:51:11,074 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 061/100 | step 00038/00625 | lr 1.600e-02 | atrl 2.183e+00 | trl0 2.137e+00 | nm 1.124e+02 | nmx 3.139e-01 | 
+2025-11-24 19:51:14,817 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 061/100 | step 00039/00625 | lr 1.600e-02 | atrl 2.220e+00 | trl0 2.171e+00 | nm 1.124e+02 | nmx 3.138e-01 | 
+2025-11-24 19:51:18,558 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 061/100 | step 00040/00625 | lr 1.600e-02 | atrl 2.188e+00 | trl0 2.142e+00 | nm 1.124e+02 | nmx 3.137e-01 | 
+2025-11-24 19:51:22,302 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 061/100 | step 00041/00625 | lr 1.600e-02 | atrl 2.289e+00 | trl0 2.241e+00 | nm 1.124e+02 | nmx 3.136e-01 | 
+2025-11-24 19:51:26,044 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 061/100 | step 00042/00625 | lr 1.600e-02 | atrl 2.254e+00 | trl0 2.203e+00 | nm 1.124e+02 | nmx 3.134e-01 | 
+2025-11-24 19:51:29,788 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 061/100 | step 00043/00625 | lr 1.600e-02 | atrl 2.262e+00 | trl0 2.212e+00 | nm 1.124e+02 | nmx 3.132e-01 | 
+2025-11-24 19:51:33,530 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 061/100 | step 00044/00625 | lr 1.600e-02 | atrl 2.320e+00 | trl0 2.272e+00 | nm 1.124e+02 | nmx 3.131e-01 | 
+2025-11-24 19:51:37,271 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 061/100 | step 00045/00625 | lr 1.600e-02 | atrl 2.187e+00 | trl0 2.139e+00 | nm 1.124e+02 | nmx 3.131e-01 | 
+2025-11-24 19:51:41,013 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 061/100 | step 00046/00625 | lr 1.600e-02 | atrl 2.189e+00 | trl0 2.143e+00 | nm 1.124e+02 | nmx 3.133e-01 | 
+2025-11-24 19:51:44,757 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 061/100 | step 00047/00625 | lr 1.600e-02 | atrl 2.213e+00 | trl0 2.166e+00 | nm 1.124e+02 | nmx 3.136e-01 | 
+2025-11-24 19:51:48,500 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 061/100 | step 00048/00625 | lr 1.600e-02 | atrl 2.214e+00 | trl0 2.169e+00 | nm 1.124e+02 | nmx 3.141e-01 | 
+2025-11-24 19:51:52,242 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 061/100 | step 00049/00625 | lr 1.600e-02 | atrl 2.236e+00 | trl0 2.192e+00 | nm 1.124e+02 | nmx 3.149e-01 | 
+2025-11-24 19:51:52,570 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 19:51:52,570 | INFO | Starting LR test 4/5: lr=0.8000
+2025-11-24 19:51:52,570 | INFO | Starting EoS for LR factor 0.8000
+2025-11-24 19:51:52,570 | INFO | Starting EoS for checkpoint 60
+2025-11-24 19:51:52,570 | INFO | Starting EoS for model resnet50
+2025-11-24 19:51:52,950 | INFO | Model state successfully loaded
+2025-11-24 19:51:53,362 | INFO | Wrapped model with DDP
+2025-11-24 19:51:53,365 | INFO | Current learning rate: 0.012800000000000002
+2025-11-24 19:51:53,365 | INFO | Original learning rate: 0.016000000000000004
+2025-11-24 19:51:53,369 | INFO | 🎯 Momentum Information:
+2025-11-24 19:51:53,369 | INFO |   Extracted vectors: 161
+2025-11-24 19:51:53,369 | INFO |   Has momentum state: True
+2025-11-24 19:52:00,820 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 061/100 | step 00000/00625 | lr 1.280e-02 | atrl 2.189e+00 | trl0 2.189e+00 | nm 1.124e+02 | nmx 3.356e-02 | 
+2025-11-24 19:52:04,563 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 061/100 | step 00001/00625 | lr 1.280e-02 | atrl 2.176e+00 | trl0 2.175e+00 | nm 1.124e+02 | nmx 6.505e-02 | 
+2025-11-24 19:52:08,307 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 061/100 | step 00002/00625 | lr 1.280e-02 | atrl 2.250e+00 | trl0 2.248e+00 | nm 1.124e+02 | nmx 9.479e-02 | 
+2025-11-24 19:52:12,051 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 061/100 | step 00003/00625 | lr 1.280e-02 | atrl 2.176e+00 | trl0 2.171e+00 | nm 1.124e+02 | nmx 1.225e-01 | 
+2025-11-24 19:52:15,796 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 061/100 | step 00004/00625 | lr 1.280e-02 | atrl 2.248e+00 | trl0 2.243e+00 | nm 1.124e+02 | nmx 1.481e-01 | 
+2025-11-24 19:52:19,536 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 061/100 | step 00005/00625 | lr 1.280e-02 | atrl 2.266e+00 | trl0 2.255e+00 | nm 1.124e+02 | nmx 1.715e-01 | 
+2025-11-24 19:52:23,279 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 061/100 | step 00006/00625 | lr 1.280e-02 | atrl 2.148e+00 | trl0 2.137e+00 | nm 1.124e+02 | nmx 1.928e-01 | 
+2025-11-24 19:52:27,021 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 061/100 | step 00007/00625 | lr 1.280e-02 | atrl 2.304e+00 | trl0 2.286e+00 | nm 1.124e+02 | nmx 2.117e-01 | 
+2025-11-24 19:52:30,764 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 061/100 | step 00008/00625 | lr 1.280e-02 | atrl 2.196e+00 | trl0 2.174e+00 | nm 1.124e+02 | nmx 2.281e-01 | 
+2025-11-24 19:52:34,505 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 061/100 | step 00009/00625 | lr 1.280e-02 | atrl 2.212e+00 | trl0 2.186e+00 | nm 1.124e+02 | nmx 2.422e-01 | 
+2025-11-24 19:52:38,247 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 061/100 | step 00010/00625 | lr 1.280e-02 | atrl 2.192e+00 | trl0 2.165e+00 | nm 1.124e+02 | nmx 2.540e-01 | 
+2025-11-24 19:52:41,990 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 061/100 | step 00011/00625 | lr 1.280e-02 | atrl 2.173e+00 | trl0 2.142e+00 | nm 1.124e+02 | nmx 2.637e-01 | 
+2025-11-24 19:52:45,732 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 061/100 | step 00012/00625 | lr 1.280e-02 | atrl 2.214e+00 | trl0 2.183e+00 | nm 1.124e+02 | nmx 2.716e-01 | 
+2025-11-24 19:52:49,474 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 061/100 | step 00013/00625 | lr 1.280e-02 | atrl 2.265e+00 | trl0 2.231e+00 | nm 1.124e+02 | nmx 2.778e-01 | 
+2025-11-24 19:52:53,217 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 061/100 | step 00014/00625 | lr 1.280e-02 | atrl 2.229e+00 | trl0 2.195e+00 | nm 1.124e+02 | nmx 2.825e-01 | 
+2025-11-24 19:52:56,960 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 061/100 | step 00015/00625 | lr 1.280e-02 | atrl 2.163e+00 | trl0 2.127e+00 | nm 1.124e+02 | nmx 2.859e-01 | 
+2025-11-24 19:53:00,702 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 061/100 | step 00016/00625 | lr 1.280e-02 | atrl 2.212e+00 | trl0 2.177e+00 | nm 1.124e+02 | nmx 2.883e-01 | 
+2025-11-24 19:53:04,445 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 061/100 | step 00017/00625 | lr 1.280e-02 | atrl 2.223e+00 | trl0 2.182e+00 | nm 1.124e+02 | nmx 2.895e-01 | 
+2025-11-24 19:53:08,188 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 061/100 | step 00018/00625 | lr 1.280e-02 | atrl 2.233e+00 | trl0 2.192e+00 | nm 1.124e+02 | nmx 2.899e-01 | 
+2025-11-24 19:53:11,931 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 061/100 | step 00019/00625 | lr 1.280e-02 | atrl 2.191e+00 | trl0 2.152e+00 | nm 1.124e+02 | nmx 2.896e-01 | 
+2025-11-24 19:53:15,674 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 061/100 | step 00020/00625 | lr 1.280e-02 | atrl 2.195e+00 | trl0 2.157e+00 | nm 1.124e+02 | nmx 2.889e-01 | 
+2025-11-24 19:53:19,416 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 061/100 | step 00021/00625 | lr 1.280e-02 | atrl 2.299e+00 | trl0 2.263e+00 | nm 1.124e+02 | nmx 2.881e-01 | 
+2025-11-24 19:53:23,158 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 061/100 | step 00022/00625 | lr 1.280e-02 | atrl 2.202e+00 | trl0 2.163e+00 | nm 1.124e+02 | nmx 2.871e-01 | 
+2025-11-24 19:53:26,917 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 061/100 | step 00023/00625 | lr 1.280e-02 | atrl 2.209e+00 | trl0 2.169e+00 | nm 1.124e+02 | nmx 2.859e-01 | 
+2025-11-24 19:53:30,659 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 061/100 | step 00024/00625 | lr 1.280e-02 | atrl 2.192e+00 | trl0 2.154e+00 | nm 1.124e+02 | nmx 2.847e-01 | 
+2025-11-24 19:53:34,403 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 061/100 | step 00025/00625 | lr 1.280e-02 | atrl 2.245e+00 | trl0 2.210e+00 | nm 1.124e+02 | nmx 2.836e-01 | 
+2025-11-24 19:53:38,146 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 061/100 | step 00026/00625 | lr 1.280e-02 | atrl 2.248e+00 | trl0 2.212e+00 | nm 1.124e+02 | nmx 2.828e-01 | 
+2025-11-24 19:53:41,889 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 061/100 | step 00027/00625 | lr 1.280e-02 | atrl 2.243e+00 | trl0 2.210e+00 | nm 1.124e+02 | nmx 2.823e-01 | 
+2025-11-24 19:53:45,631 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 061/100 | step 00028/00625 | lr 1.280e-02 | atrl 2.232e+00 | trl0 2.196e+00 | nm 1.124e+02 | nmx 2.820e-01 | 
+2025-11-24 19:53:49,373 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 061/100 | step 00029/00625 | lr 1.280e-02 | atrl 2.261e+00 | trl0 2.226e+00 | nm 1.124e+02 | nmx 2.819e-01 | 
+2025-11-24 19:53:53,117 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 061/100 | step 00030/00625 | lr 1.280e-02 | atrl 2.160e+00 | trl0 2.120e+00 | nm 1.124e+02 | nmx 2.817e-01 | 
+2025-11-24 19:53:56,859 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 061/100 | step 00031/00625 | lr 1.280e-02 | atrl 2.234e+00 | trl0 2.195e+00 | nm 1.124e+02 | nmx 2.815e-01 | 
+2025-11-24 19:54:00,601 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 061/100 | step 00032/00625 | lr 1.280e-02 | atrl 2.247e+00 | trl0 2.210e+00 | nm 1.124e+02 | nmx 2.813e-01 | 
+2025-11-24 19:54:04,343 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 061/100 | step 00033/00625 | lr 1.280e-02 | atrl 2.252e+00 | trl0 2.216e+00 | nm 1.124e+02 | nmx 2.812e-01 | 
+2025-11-24 19:54:08,084 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 061/100 | step 00034/00625 | lr 1.280e-02 | atrl 2.215e+00 | trl0 2.179e+00 | nm 1.124e+02 | nmx 2.813e-01 | 
+2025-11-24 19:54:11,825 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 061/100 | step 00035/00625 | lr 1.280e-02 | atrl 2.243e+00 | trl0 2.205e+00 | nm 1.124e+02 | nmx 2.814e-01 | 
+2025-11-24 19:54:15,565 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 061/100 | step 00036/00625 | lr 1.280e-02 | atrl 2.216e+00 | trl0 2.173e+00 | nm 1.124e+02 | nmx 2.814e-01 | 
+2025-11-24 19:54:19,308 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 061/100 | step 00037/00625 | lr 1.280e-02 | atrl 2.196e+00 | trl0 2.161e+00 | nm 1.124e+02 | nmx 2.815e-01 | 
+2025-11-24 19:54:23,049 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 061/100 | step 00038/00625 | lr 1.280e-02 | atrl 2.172e+00 | trl0 2.137e+00 | nm 1.124e+02 | nmx 2.816e-01 | 
+2025-11-24 19:54:26,792 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 061/100 | step 00039/00625 | lr 1.280e-02 | atrl 2.209e+00 | trl0 2.171e+00 | nm 1.124e+02 | nmx 2.817e-01 | 
+2025-11-24 19:54:30,534 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 061/100 | step 00040/00625 | lr 1.280e-02 | atrl 2.178e+00 | trl0 2.142e+00 | nm 1.124e+02 | nmx 2.818e-01 | 
+2025-11-24 19:54:34,278 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 061/100 | step 00041/00625 | lr 1.280e-02 | atrl 2.278e+00 | trl0 2.241e+00 | nm 1.124e+02 | nmx 2.819e-01 | 
+2025-11-24 19:54:38,019 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 061/100 | step 00042/00625 | lr 1.280e-02 | atrl 2.242e+00 | trl0 2.203e+00 | nm 1.124e+02 | nmx 2.819e-01 | 
+2025-11-24 19:54:41,761 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 061/100 | step 00043/00625 | lr 1.280e-02 | atrl 2.251e+00 | trl0 2.212e+00 | nm 1.124e+02 | nmx 2.819e-01 | 
+2025-11-24 19:54:45,504 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 061/100 | step 00044/00625 | lr 1.280e-02 | atrl 2.310e+00 | trl0 2.272e+00 | nm 1.124e+02 | nmx 2.819e-01 | 
+2025-11-24 19:54:49,247 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 061/100 | step 00045/00625 | lr 1.280e-02 | atrl 2.177e+00 | trl0 2.139e+00 | nm 1.124e+02 | nmx 2.819e-01 | 
+2025-11-24 19:54:52,991 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 061/100 | step 00046/00625 | lr 1.280e-02 | atrl 2.179e+00 | trl0 2.143e+00 | nm 1.124e+02 | nmx 2.820e-01 | 
+2025-11-24 19:54:56,733 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 061/100 | step 00047/00625 | lr 1.280e-02 | atrl 2.203e+00 | trl0 2.166e+00 | nm 1.124e+02 | nmx 2.822e-01 | 
+2025-11-24 19:55:00,477 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 061/100 | step 00048/00625 | lr 1.280e-02 | atrl 2.203e+00 | trl0 2.169e+00 | nm 1.124e+02 | nmx 2.825e-01 | 
+2025-11-24 19:55:04,218 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 061/100 | step 00049/00625 | lr 1.280e-02 | atrl 2.226e+00 | trl0 2.192e+00 | nm 1.124e+02 | nmx 2.830e-01 | 
+2025-11-24 19:55:04,480 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 19:55:04,481 | INFO | Starting LR test 5/5: lr=0.6000
+2025-11-24 19:55:04,481 | INFO | Starting EoS for LR factor 0.6000
+2025-11-24 19:55:04,481 | INFO | Starting EoS for checkpoint 60
+2025-11-24 19:55:04,481 | INFO | Starting EoS for model resnet50
+2025-11-24 19:55:04,865 | INFO | Model state successfully loaded
+2025-11-24 19:55:05,295 | INFO | Wrapped model with DDP
+2025-11-24 19:55:05,298 | INFO | Current learning rate: 0.009600000000000003
+2025-11-24 19:55:05,298 | INFO | Original learning rate: 0.016000000000000004
+2025-11-24 19:55:05,301 | INFO | 🎯 Momentum Information:
+2025-11-24 19:55:05,301 | INFO |   Extracted vectors: 161
+2025-11-24 19:55:05,301 | INFO |   Has momentum state: True
+2025-11-24 19:55:12,751 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 061/100 | step 00000/00625 | lr 9.600e-03 | atrl 2.189e+00 | trl0 2.189e+00 | nm 1.124e+02 | nmx 2.517e-02 | 
+2025-11-24 19:55:16,493 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 061/100 | step 00001/00625 | lr 9.600e-03 | atrl 2.175e+00 | trl0 2.175e+00 | nm 1.124e+02 | nmx 4.888e-02 | 
+2025-11-24 19:55:20,234 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 061/100 | step 00002/00625 | lr 9.600e-03 | atrl 2.249e+00 | trl0 2.248e+00 | nm 1.124e+02 | nmx 7.145e-02 | 
+2025-11-24 19:55:23,976 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 061/100 | step 00003/00625 | lr 9.600e-03 | atrl 2.174e+00 | trl0 2.171e+00 | nm 1.124e+02 | nmx 9.269e-02 | 
+2025-11-24 19:55:27,718 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 061/100 | step 00004/00625 | lr 9.600e-03 | atrl 2.245e+00 | trl0 2.243e+00 | nm 1.124e+02 | nmx 1.127e-01 | 
+2025-11-24 19:55:31,460 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 061/100 | step 00005/00625 | lr 9.600e-03 | atrl 2.261e+00 | trl0 2.255e+00 | nm 1.124e+02 | nmx 1.312e-01 | 
+2025-11-24 19:55:35,202 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 061/100 | step 00006/00625 | lr 9.600e-03 | atrl 2.143e+00 | trl0 2.137e+00 | nm 1.124e+02 | nmx 1.485e-01 | 
+2025-11-24 19:55:38,943 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 061/100 | step 00007/00625 | lr 9.600e-03 | atrl 2.296e+00 | trl0 2.286e+00 | nm 1.124e+02 | nmx 1.642e-01 | 
+2025-11-24 19:55:42,684 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 061/100 | step 00008/00625 | lr 9.600e-03 | atrl 2.186e+00 | trl0 2.174e+00 | nm 1.124e+02 | nmx 1.783e-01 | 
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diff --git a/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-64/train.jsonl b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-64/train.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..b4b161c14bec0c243c17ae954f6720fa5bf4f7cc
--- /dev/null
+++ b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-64/train.jsonl
@@ -0,0 +1,250 @@
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diff --git a/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-64/train.log b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-64/train.log
new file mode 100644
index 0000000000000000000000000000000000000000..247df0d927fd1e83d4a67cd9d5753ca8caf7badb
--- /dev/null
+++ b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-64/train.log
@@ -0,0 +1,311 @@
+2025-11-24 19:58:29,437 | INFO | LR factors: [1.4 1.2 1.  0.8 0.6]
+2025-11-24 19:58:31,858 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 19:58:31,858 | INFO | Starting LR test 1/5: lr=1.4000
+2025-11-24 19:58:31,858 | INFO | Starting EoS for LR factor 1.4000
+2025-11-24 19:58:31,858 | INFO | Starting EoS for checkpoint 64
+2025-11-24 19:58:31,858 | INFO | Starting EoS for model resnet50
+2025-11-24 19:58:32,353 | INFO | Model state successfully loaded
+2025-11-24 19:58:33,648 | INFO | Wrapped model with DDP
+2025-11-24 19:58:33,652 | INFO | Current learning rate: 0.022400000000000003
+2025-11-24 19:58:33,652 | INFO | Original learning rate: 0.016000000000000004
+2025-11-24 19:58:33,678 | INFO | 🎯 Momentum Information:
+2025-11-24 19:58:33,678 | INFO |   Extracted vectors: 161
+2025-11-24 19:58:33,678 | INFO |   Has momentum state: True
+2025-11-24 19:58:42,744 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 065/100 | step 00000/00625 | lr 2.240e-02 | atrl 2.131e+00 | trl0 2.131e+00 | nm 1.091e+02 | nmx 6.423e-02 | 
+2025-11-24 19:58:46,566 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 065/100 | step 00001/00625 | lr 2.240e-02 | atrl 2.120e+00 | trl0 2.118e+00 | nm 1.091e+02 | nmx 1.239e-01 | 
+2025-11-24 19:58:50,305 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 065/100 | step 00002/00625 | lr 2.240e-02 | atrl 2.104e+00 | trl0 2.094e+00 | nm 1.091e+02 | nmx 1.783e-01 | 
+2025-11-24 19:58:54,046 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 065/100 | step 00003/00625 | lr 2.240e-02 | atrl 2.146e+00 | trl0 2.129e+00 | nm 1.091e+02 | nmx 2.270e-01 | 
+2025-11-24 19:58:57,785 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 065/100 | step 00004/00625 | lr 2.240e-02 | atrl 2.158e+00 | trl0 2.130e+00 | nm 1.091e+02 | nmx 2.697e-01 | 
+2025-11-24 19:59:01,527 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 065/100 | step 00005/00625 | lr 2.240e-02 | atrl 2.142e+00 | trl0 2.107e+00 | nm 1.091e+02 | nmx 3.066e-01 | 
+2025-11-24 19:59:05,268 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 065/100 | step 00006/00625 | lr 2.240e-02 | atrl 2.165e+00 | trl0 2.118e+00 | nm 1.091e+02 | nmx 3.375e-01 | 
+2025-11-24 19:59:09,009 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 065/100 | step 00007/00625 | lr 2.240e-02 | atrl 2.130e+00 | trl0 2.070e+00 | nm 1.091e+02 | nmx 3.623e-01 | 
+2025-11-24 19:59:12,749 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 065/100 | step 00008/00625 | lr 2.240e-02 | atrl 2.133e+00 | trl0 2.068e+00 | nm 1.091e+02 | nmx 3.813e-01 | 
+2025-11-24 19:59:16,490 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 065/100 | step 00009/00625 | lr 2.240e-02 | atrl 2.179e+00 | trl0 2.100e+00 | nm 1.091e+02 | nmx 3.944e-01 | 
+2025-11-24 19:59:20,231 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 065/100 | step 00010/00625 | lr 2.240e-02 | atrl 2.220e+00 | trl0 2.144e+00 | nm 1.091e+02 | nmx 4.029e-01 | 
+2025-11-24 19:59:23,973 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 065/100 | step 00011/00625 | lr 2.240e-02 | atrl 2.233e+00 | trl0 2.154e+00 | nm 1.091e+02 | nmx 4.076e-01 | 
+2025-11-24 19:59:27,716 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 065/100 | step 00012/00625 | lr 2.240e-02 | atrl 2.168e+00 | trl0 2.091e+00 | nm 1.091e+02 | nmx 4.094e-01 | 
+2025-11-24 19:59:31,460 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 065/100 | step 00013/00625 | lr 2.240e-02 | atrl 2.176e+00 | trl0 2.097e+00 | nm 1.091e+02 | nmx 4.090e-01 | 
+2025-11-24 19:59:35,205 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 065/100 | step 00014/00625 | lr 2.240e-02 | atrl 2.169e+00 | trl0 2.089e+00 | nm 1.091e+02 | nmx 4.069e-01 | 
+2025-11-24 19:59:38,945 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 065/100 | step 00015/00625 | lr 2.240e-02 | atrl 2.213e+00 | trl0 2.132e+00 | nm 1.091e+02 | nmx 4.039e-01 | 
+2025-11-24 19:59:42,689 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 065/100 | step 00016/00625 | lr 2.240e-02 | atrl 2.137e+00 | trl0 2.057e+00 | nm 1.091e+02 | nmx 4.003e-01 | 
+2025-11-24 19:59:46,429 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 065/100 | step 00017/00625 | lr 2.240e-02 | atrl 2.225e+00 | trl0 2.145e+00 | nm 1.091e+02 | nmx 3.966e-01 | 
+2025-11-24 19:59:50,172 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 065/100 | step 00018/00625 | lr 2.240e-02 | atrl 2.219e+00 | trl0 2.139e+00 | nm 1.091e+02 | nmx 3.931e-01 | 
+2025-11-24 19:59:53,915 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 065/100 | step 00019/00625 | lr 2.240e-02 | atrl 2.197e+00 | trl0 2.126e+00 | nm 1.091e+02 | nmx 3.907e-01 | 
+2025-11-24 19:59:57,655 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 065/100 | step 00020/00625 | lr 2.240e-02 | atrl 2.169e+00 | trl0 2.097e+00 | nm 1.091e+02 | nmx 3.895e-01 | 
+2025-11-24 20:00:01,399 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 065/100 | step 00021/00625 | lr 2.240e-02 | atrl 2.197e+00 | trl0 2.130e+00 | nm 1.091e+02 | nmx 3.898e-01 | 
+2025-11-24 20:00:05,142 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 065/100 | step 00022/00625 | lr 2.240e-02 | atrl 2.114e+00 | trl0 2.043e+00 | nm 1.091e+02 | nmx 3.912e-01 | 
+2025-11-24 20:00:08,928 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 065/100 | step 00023/00625 | lr 2.240e-02 | atrl 2.177e+00 | trl0 2.104e+00 | nm 1.091e+02 | nmx 3.932e-01 | 
+2025-11-24 20:00:12,667 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 065/100 | step 00024/00625 | lr 2.240e-02 | atrl 2.195e+00 | trl0 2.118e+00 | nm 1.091e+02 | nmx 3.953e-01 | 
+2025-11-24 20:00:16,409 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 065/100 | step 00025/00625 | lr 2.240e-02 | atrl 2.177e+00 | trl0 2.100e+00 | nm 1.091e+02 | nmx 3.973e-01 | 
+2025-11-24 20:00:20,150 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 065/100 | step 00026/00625 | lr 2.240e-02 | atrl 2.177e+00 | trl0 2.097e+00 | nm 1.091e+02 | nmx 3.991e-01 | 
+2025-11-24 20:00:23,893 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 065/100 | step 00027/00625 | lr 2.240e-02 | atrl 2.205e+00 | trl0 2.132e+00 | nm 1.091e+02 | nmx 4.013e-01 | 
+2025-11-24 20:00:27,637 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 065/100 | step 00028/00625 | lr 2.240e-02 | atrl 2.189e+00 | trl0 2.109e+00 | nm 1.091e+02 | nmx 4.032e-01 | 
+2025-11-24 20:00:31,379 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 065/100 | step 00029/00625 | lr 2.240e-02 | atrl 2.240e+00 | trl0 2.162e+00 | nm 1.091e+02 | nmx 4.051e-01 | 
+2025-11-24 20:00:35,120 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 065/100 | step 00030/00625 | lr 2.240e-02 | atrl 2.185e+00 | trl0 2.099e+00 | nm 1.091e+02 | nmx 4.067e-01 | 
+2025-11-24 20:00:38,909 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 065/100 | step 00031/00625 | lr 2.240e-02 | atrl 2.158e+00 | trl0 2.076e+00 | nm 1.091e+02 | nmx 4.080e-01 | 
+2025-11-24 20:00:42,650 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 065/100 | step 00032/00625 | lr 2.240e-02 | atrl 2.263e+00 | trl0 2.186e+00 | nm 1.091e+02 | nmx 4.096e-01 | 
+2025-11-24 20:00:46,390 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 065/100 | step 00033/00625 | lr 2.240e-02 | atrl 2.263e+00 | trl0 2.178e+00 | nm 1.091e+02 | nmx 4.110e-01 | 
+2025-11-24 20:00:50,131 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 065/100 | step 00034/00625 | lr 2.240e-02 | atrl 2.210e+00 | trl0 2.127e+00 | nm 1.091e+02 | nmx 4.121e-01 | 
+2025-11-24 20:00:53,871 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 065/100 | step 00035/00625 | lr 2.240e-02 | atrl 2.212e+00 | trl0 2.126e+00 | nm 1.091e+02 | nmx 4.128e-01 | 
+2025-11-24 20:00:57,612 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 065/100 | step 00036/00625 | lr 2.240e-02 | atrl 2.210e+00 | trl0 2.124e+00 | nm 1.091e+02 | nmx 4.132e-01 | 
+2025-11-24 20:01:01,355 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 065/100 | step 00037/00625 | lr 2.240e-02 | atrl 2.210e+00 | trl0 2.125e+00 | nm 1.091e+02 | nmx 4.132e-01 | 
+2025-11-24 20:01:05,095 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 065/100 | step 00038/00625 | lr 2.240e-02 | atrl 2.208e+00 | trl0 2.118e+00 | nm 1.091e+02 | nmx 4.127e-01 | 
+2025-11-24 20:01:08,836 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 065/100 | step 00039/00625 | lr 2.240e-02 | atrl 2.167e+00 | trl0 2.081e+00 | nm 1.091e+02 | nmx 4.119e-01 | 
+2025-11-24 20:01:12,578 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 065/100 | step 00040/00625 | lr 2.240e-02 | atrl 2.201e+00 | trl0 2.112e+00 | nm 1.091e+02 | nmx 4.109e-01 | 
+2025-11-24 20:01:16,318 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 065/100 | step 00041/00625 | lr 2.240e-02 | atrl 2.214e+00 | trl0 2.138e+00 | nm 1.091e+02 | nmx 4.106e-01 | 
+2025-11-24 20:01:20,059 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 065/100 | step 00042/00625 | lr 2.240e-02 | atrl 2.250e+00 | trl0 2.166e+00 | nm 1.091e+02 | nmx 4.103e-01 | 
+2025-11-24 20:01:23,801 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 065/100 | step 00043/00625 | lr 2.240e-02 | atrl 2.225e+00 | trl0 2.139e+00 | nm 1.091e+02 | nmx 4.099e-01 | 
+2025-11-24 20:01:27,545 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 065/100 | step 00044/00625 | lr 2.240e-02 | atrl 2.191e+00 | trl0 2.112e+00 | nm 1.091e+02 | nmx 4.099e-01 | 
+2025-11-24 20:01:31,287 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 065/100 | step 00045/00625 | lr 2.240e-02 | atrl 2.160e+00 | trl0 2.076e+00 | nm 1.091e+02 | nmx 4.097e-01 | 
+2025-11-24 20:01:35,030 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 065/100 | step 00046/00625 | lr 2.240e-02 | atrl 2.196e+00 | trl0 2.110e+00 | nm 1.091e+02 | nmx 4.095e-01 | 
+2025-11-24 20:01:38,770 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 065/100 | step 00047/00625 | lr 2.240e-02 | atrl 2.198e+00 | trl0 2.120e+00 | nm 1.091e+02 | nmx 4.094e-01 | 
+2025-11-24 20:01:42,520 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 065/100 | step 00048/00625 | lr 2.240e-02 | atrl 2.188e+00 | trl0 2.106e+00 | nm 1.091e+02 | nmx 4.094e-01 | 
+2025-11-24 20:01:46,261 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 065/100 | step 00049/00625 | lr 2.240e-02 | atrl 2.182e+00 | trl0 2.097e+00 | nm 1.091e+02 | nmx 4.094e-01 | 
+2025-11-24 20:01:46,601 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 20:01:46,601 | INFO | Starting LR test 2/5: lr=1.2000
+2025-11-24 20:01:46,601 | INFO | Starting EoS for LR factor 1.2000
+2025-11-24 20:01:46,601 | INFO | Starting EoS for checkpoint 64
+2025-11-24 20:01:46,601 | INFO | Starting EoS for model resnet50
+2025-11-24 20:01:46,988 | INFO | Model state successfully loaded
+2025-11-24 20:01:47,240 | INFO | Wrapped model with DDP
+2025-11-24 20:01:47,242 | INFO | Current learning rate: 0.019200000000000005
+2025-11-24 20:01:47,242 | INFO | Original learning rate: 0.016000000000000004
+2025-11-24 20:01:47,267 | INFO | 🎯 Momentum Information:
+2025-11-24 20:01:47,268 | INFO |   Extracted vectors: 161
+2025-11-24 20:01:47,268 | INFO |   Has momentum state: True
+2025-11-24 20:01:55,081 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 065/100 | step 00000/00625 | lr 1.920e-02 | atrl 2.131e+00 | trl0 2.131e+00 | nm 1.091e+02 | nmx 5.506e-02 | 
+2025-11-24 20:01:58,820 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 065/100 | step 00001/00625 | lr 1.920e-02 | atrl 2.119e+00 | trl0 2.118e+00 | nm 1.091e+02 | nmx 1.064e-01 | 
+2025-11-24 20:02:02,559 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 065/100 | step 00002/00625 | lr 1.920e-02 | atrl 2.101e+00 | trl0 2.094e+00 | nm 1.091e+02 | nmx 1.537e-01 | 
+2025-11-24 20:02:06,300 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 065/100 | step 00003/00625 | lr 1.920e-02 | atrl 2.141e+00 | trl0 2.129e+00 | nm 1.091e+02 | nmx 1.964e-01 | 
+2025-11-24 20:02:10,040 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 065/100 | step 00004/00625 | lr 1.920e-02 | atrl 2.151e+00 | trl0 2.130e+00 | nm 1.091e+02 | nmx 2.346e-01 | 
+2025-11-24 20:02:13,781 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 065/100 | step 00005/00625 | lr 1.920e-02 | atrl 2.133e+00 | trl0 2.107e+00 | nm 1.091e+02 | nmx 2.682e-01 | 
+2025-11-24 20:02:17,522 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 065/100 | step 00006/00625 | lr 1.920e-02 | atrl 2.154e+00 | trl0 2.118e+00 | nm 1.091e+02 | nmx 2.971e-01 | 
+2025-11-24 20:02:21,264 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 065/100 | step 00007/00625 | lr 1.920e-02 | atrl 2.116e+00 | trl0 2.070e+00 | nm 1.091e+02 | nmx 3.212e-01 | 
+2025-11-24 20:02:25,003 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 065/100 | step 00008/00625 | lr 1.920e-02 | atrl 2.118e+00 | trl0 2.068e+00 | nm 1.091e+02 | nmx 3.406e-01 | 
+2025-11-24 20:02:28,743 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 065/100 | step 00009/00625 | lr 1.920e-02 | atrl 2.163e+00 | trl0 2.100e+00 | nm 1.091e+02 | nmx 3.552e-01 | 
+2025-11-24 20:02:32,482 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 065/100 | step 00010/00625 | lr 1.920e-02 | atrl 2.204e+00 | trl0 2.144e+00 | nm 1.091e+02 | nmx 3.660e-01 | 
+2025-11-24 20:02:36,222 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 065/100 | step 00011/00625 | lr 1.920e-02 | atrl 2.218e+00 | trl0 2.154e+00 | nm 1.091e+02 | nmx 3.733e-01 | 
+2025-11-24 20:02:39,960 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 065/100 | step 00012/00625 | lr 1.920e-02 | atrl 2.155e+00 | trl0 2.091e+00 | nm 1.091e+02 | nmx 3.779e-01 | 
+2025-11-24 20:02:43,700 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 065/100 | step 00013/00625 | lr 1.920e-02 | atrl 2.163e+00 | trl0 2.097e+00 | nm 1.091e+02 | nmx 3.802e-01 | 
+2025-11-24 20:02:47,436 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 065/100 | step 00014/00625 | lr 1.920e-02 | atrl 2.158e+00 | trl0 2.089e+00 | nm 1.091e+02 | nmx 3.804e-01 | 
+2025-11-24 20:02:51,179 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 065/100 | step 00015/00625 | lr 1.920e-02 | atrl 2.202e+00 | trl0 2.132e+00 | nm 1.091e+02 | nmx 3.794e-01 | 
+2025-11-24 20:02:54,919 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 065/100 | step 00016/00625 | lr 1.920e-02 | atrl 2.126e+00 | trl0 2.057e+00 | nm 1.091e+02 | nmx 3.774e-01 | 
+2025-11-24 20:02:58,659 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 065/100 | step 00017/00625 | lr 1.920e-02 | atrl 2.215e+00 | trl0 2.145e+00 | nm 1.091e+02 | nmx 3.748e-01 | 
+2025-11-24 20:03:02,397 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 065/100 | step 00018/00625 | lr 1.920e-02 | atrl 2.209e+00 | trl0 2.139e+00 | nm 1.091e+02 | nmx 3.719e-01 | 
+2025-11-24 20:03:06,137 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 065/100 | step 00019/00625 | lr 1.920e-02 | atrl 2.188e+00 | trl0 2.126e+00 | nm 1.091e+02 | nmx 3.693e-01 | 
+2025-11-24 20:03:09,878 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 065/100 | step 00020/00625 | lr 1.920e-02 | atrl 2.160e+00 | trl0 2.097e+00 | nm 1.091e+02 | nmx 3.673e-01 | 
+2025-11-24 20:03:13,618 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 065/100 | step 00021/00625 | lr 1.920e-02 | atrl 2.188e+00 | trl0 2.130e+00 | nm 1.091e+02 | nmx 3.662e-01 | 
+2025-11-24 20:03:17,357 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 065/100 | step 00022/00625 | lr 1.920e-02 | atrl 2.105e+00 | trl0 2.043e+00 | nm 1.091e+02 | nmx 3.659e-01 | 
+2025-11-24 20:03:21,099 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 065/100 | step 00023/00625 | lr 1.920e-02 | atrl 2.166e+00 | trl0 2.104e+00 | nm 1.091e+02 | nmx 3.662e-01 | 
+2025-11-24 20:03:24,840 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 065/100 | step 00024/00625 | lr 1.920e-02 | atrl 2.183e+00 | trl0 2.118e+00 | nm 1.091e+02 | nmx 3.669e-01 | 
+2025-11-24 20:03:28,578 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 065/100 | step 00025/00625 | lr 1.920e-02 | atrl 2.164e+00 | trl0 2.100e+00 | nm 1.091e+02 | nmx 3.679e-01 | 
+2025-11-24 20:03:32,316 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 065/100 | step 00026/00625 | lr 1.920e-02 | atrl 2.163e+00 | trl0 2.097e+00 | nm 1.091e+02 | nmx 3.688e-01 | 
+2025-11-24 20:03:36,057 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 065/100 | step 00027/00625 | lr 1.920e-02 | atrl 2.193e+00 | trl0 2.132e+00 | nm 1.091e+02 | nmx 3.702e-01 | 
+2025-11-24 20:03:39,798 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 065/100 | step 00028/00625 | lr 1.920e-02 | atrl 2.176e+00 | trl0 2.109e+00 | nm 1.091e+02 | nmx 3.715e-01 | 
+2025-11-24 20:03:43,536 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 065/100 | step 00029/00625 | lr 1.920e-02 | atrl 2.227e+00 | trl0 2.162e+00 | nm 1.091e+02 | nmx 3.732e-01 | 
+2025-11-24 20:03:47,277 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 065/100 | step 00030/00625 | lr 1.920e-02 | atrl 2.170e+00 | trl0 2.099e+00 | nm 1.091e+02 | nmx 3.747e-01 | 
+2025-11-24 20:03:51,018 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 065/100 | step 00031/00625 | lr 1.920e-02 | atrl 2.144e+00 | trl0 2.076e+00 | nm 1.091e+02 | nmx 3.763e-01 | 
+2025-11-24 20:03:54,757 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 065/100 | step 00032/00625 | lr 1.920e-02 | atrl 2.250e+00 | trl0 2.186e+00 | nm 1.091e+02 | nmx 3.782e-01 | 
+2025-11-24 20:03:58,498 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 065/100 | step 00033/00625 | lr 1.920e-02 | atrl 2.249e+00 | trl0 2.178e+00 | nm 1.091e+02 | nmx 3.799e-01 | 
+2025-11-24 20:04:02,238 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 065/100 | step 00034/00625 | lr 1.920e-02 | atrl 2.196e+00 | trl0 2.127e+00 | nm 1.091e+02 | nmx 3.813e-01 | 
+2025-11-24 20:04:05,978 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 065/100 | step 00035/00625 | lr 1.920e-02 | atrl 2.199e+00 | trl0 2.126e+00 | nm 1.091e+02 | nmx 3.823e-01 | 
+2025-11-24 20:04:09,718 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 065/100 | step 00036/00625 | lr 1.920e-02 | atrl 2.196e+00 | trl0 2.124e+00 | nm 1.091e+02 | nmx 3.830e-01 | 
+2025-11-24 20:04:13,458 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 065/100 | step 00037/00625 | lr 1.920e-02 | atrl 2.196e+00 | trl0 2.125e+00 | nm 1.091e+02 | nmx 3.835e-01 | 
+2025-11-24 20:04:17,196 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 065/100 | step 00038/00625 | lr 1.920e-02 | atrl 2.194e+00 | trl0 2.118e+00 | nm 1.091e+02 | nmx 3.836e-01 | 
+2025-11-24 20:04:20,938 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 065/100 | step 00039/00625 | lr 1.920e-02 | atrl 2.154e+00 | trl0 2.081e+00 | nm 1.091e+02 | nmx 3.833e-01 | 
+2025-11-24 20:04:24,680 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 065/100 | step 00040/00625 | lr 1.920e-02 | atrl 2.187e+00 | trl0 2.112e+00 | nm 1.091e+02 | nmx 3.826e-01 | 
+2025-11-24 20:04:28,419 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 065/100 | step 00041/00625 | lr 1.920e-02 | atrl 2.202e+00 | trl0 2.138e+00 | nm 1.091e+02 | nmx 3.823e-01 | 
+2025-11-24 20:04:32,160 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 065/100 | step 00042/00625 | lr 1.920e-02 | atrl 2.236e+00 | trl0 2.166e+00 | nm 1.091e+02 | nmx 3.820e-01 | 
+2025-11-24 20:04:35,902 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 065/100 | step 00043/00625 | lr 1.920e-02 | atrl 2.211e+00 | trl0 2.139e+00 | nm 1.091e+02 | nmx 3.815e-01 | 
+2025-11-24 20:04:39,643 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 065/100 | step 00044/00625 | lr 1.920e-02 | atrl 2.178e+00 | trl0 2.112e+00 | nm 1.091e+02 | nmx 3.814e-01 | 
+2025-11-24 20:04:43,383 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 065/100 | step 00045/00625 | lr 1.920e-02 | atrl 2.147e+00 | trl0 2.076e+00 | nm 1.091e+02 | nmx 3.811e-01 | 
+2025-11-24 20:04:47,122 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 065/100 | step 00046/00625 | lr 1.920e-02 | atrl 2.183e+00 | trl0 2.110e+00 | nm 1.091e+02 | nmx 3.806e-01 | 
+2025-11-24 20:04:50,863 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 065/100 | step 00047/00625 | lr 1.920e-02 | atrl 2.185e+00 | trl0 2.120e+00 | nm 1.091e+02 | nmx 3.802e-01 | 
+2025-11-24 20:04:54,603 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 065/100 | step 00048/00625 | lr 1.920e-02 | atrl 2.175e+00 | trl0 2.106e+00 | nm 1.091e+02 | nmx 3.798e-01 | 
+2025-11-24 20:04:58,342 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 065/100 | step 00049/00625 | lr 1.920e-02 | atrl 2.170e+00 | trl0 2.097e+00 | nm 1.091e+02 | nmx 3.794e-01 | 
+2025-11-24 20:04:58,542 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 20:04:58,543 | INFO | Starting LR test 3/5: lr=1.0000
+2025-11-24 20:04:58,543 | INFO | Starting EoS for LR factor 1.0000
+2025-11-24 20:04:58,543 | INFO | Starting EoS for checkpoint 64
+2025-11-24 20:04:58,543 | INFO | Starting EoS for model resnet50
+2025-11-24 20:04:58,929 | INFO | Model state successfully loaded
+2025-11-24 20:04:59,556 | INFO | Wrapped model with DDP
+2025-11-24 20:04:59,558 | INFO | Current learning rate: 0.016000000000000004
+2025-11-24 20:04:59,558 | INFO | Original learning rate: 0.016000000000000004
+2025-11-24 20:04:59,569 | INFO | 🎯 Momentum Information:
+2025-11-24 20:04:59,569 | INFO |   Extracted vectors: 161
+2025-11-24 20:04:59,569 | INFO |   Has momentum state: True
+2025-11-24 20:05:07,128 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 065/100 | step 00000/00625 | lr 1.600e-02 | atrl 2.131e+00 | trl0 2.131e+00 | nm 1.091e+02 | nmx 4.588e-02 | 
+2025-11-24 20:05:10,868 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 065/100 | step 00001/00625 | lr 1.600e-02 | atrl 2.119e+00 | trl0 2.118e+00 | nm 1.091e+02 | nmx 8.887e-02 | 
+2025-11-24 20:05:14,607 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 065/100 | step 00002/00625 | lr 1.600e-02 | atrl 2.099e+00 | trl0 2.094e+00 | nm 1.091e+02 | nmx 1.287e-01 | 
+2025-11-24 20:05:18,346 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 065/100 | step 00003/00625 | lr 1.600e-02 | atrl 2.137e+00 | trl0 2.129e+00 | nm 1.091e+02 | nmx 1.653e-01 | 
+2025-11-24 20:05:22,085 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 065/100 | step 00004/00625 | lr 1.600e-02 | atrl 2.144e+00 | trl0 2.130e+00 | nm 1.091e+02 | nmx 1.984e-01 | 
+2025-11-24 20:05:25,826 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 065/100 | step 00005/00625 | lr 1.600e-02 | atrl 2.124e+00 | trl0 2.107e+00 | nm 1.091e+02 | nmx 2.282e-01 | 
+2025-11-24 20:05:29,566 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 065/100 | step 00006/00625 | lr 1.600e-02 | atrl 2.143e+00 | trl0 2.118e+00 | nm 1.091e+02 | nmx 2.544e-01 | 
+2025-11-24 20:05:33,306 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 065/100 | step 00007/00625 | lr 1.600e-02 | atrl 2.104e+00 | trl0 2.070e+00 | nm 1.091e+02 | nmx 2.769e-01 | 
+2025-11-24 20:05:37,047 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 065/100 | step 00008/00625 | lr 1.600e-02 | atrl 2.105e+00 | trl0 2.068e+00 | nm 1.091e+02 | nmx 2.959e-01 | 
+2025-11-24 20:05:40,787 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 065/100 | step 00009/00625 | lr 1.600e-02 | atrl 2.147e+00 | trl0 2.100e+00 | nm 1.091e+02 | nmx 3.111e-01 | 
+2025-11-24 20:05:44,528 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 065/100 | step 00010/00625 | lr 1.600e-02 | atrl 2.189e+00 | trl0 2.144e+00 | nm 1.091e+02 | nmx 3.233e-01 | 
+2025-11-24 20:05:48,270 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 065/100 | step 00011/00625 | lr 1.600e-02 | atrl 2.202e+00 | trl0 2.154e+00 | nm 1.091e+02 | nmx 3.328e-01 | 
+2025-11-24 20:05:52,009 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 065/100 | step 00012/00625 | lr 1.600e-02 | atrl 2.141e+00 | trl0 2.091e+00 | nm 1.091e+02 | nmx 3.398e-01 | 
+2025-11-24 20:05:55,748 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 065/100 | step 00013/00625 | lr 1.600e-02 | atrl 2.149e+00 | trl0 2.097e+00 | nm 1.091e+02 | nmx 3.445e-01 | 
+2025-11-24 20:05:59,491 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 065/100 | step 00014/00625 | lr 1.600e-02 | atrl 2.145e+00 | trl0 2.089e+00 | nm 1.091e+02 | nmx 3.473e-01 | 
+2025-11-24 20:06:03,231 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 065/100 | step 00015/00625 | lr 1.600e-02 | atrl 2.190e+00 | trl0 2.132e+00 | nm 1.091e+02 | nmx 3.486e-01 | 
+2025-11-24 20:06:06,971 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 065/100 | step 00016/00625 | lr 1.600e-02 | atrl 2.113e+00 | trl0 2.057e+00 | nm 1.091e+02 | nmx 3.487e-01 | 
+2025-11-24 20:06:10,710 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 065/100 | step 00017/00625 | lr 1.600e-02 | atrl 2.203e+00 | trl0 2.145e+00 | nm 1.091e+02 | nmx 3.479e-01 | 
+2025-11-24 20:06:14,450 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 065/100 | step 00018/00625 | lr 1.600e-02 | atrl 2.197e+00 | trl0 2.139e+00 | nm 1.091e+02 | nmx 3.464e-01 | 
+2025-11-24 20:06:18,190 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 065/100 | step 00019/00625 | lr 1.600e-02 | atrl 2.178e+00 | trl0 2.126e+00 | nm 1.091e+02 | nmx 3.448e-01 | 
+2025-11-24 20:06:21,932 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 065/100 | step 00020/00625 | lr 1.600e-02 | atrl 2.150e+00 | trl0 2.097e+00 | nm 1.091e+02 | nmx 3.431e-01 | 
+2025-11-24 20:06:25,673 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 065/100 | step 00021/00625 | lr 1.600e-02 | atrl 2.179e+00 | trl0 2.130e+00 | nm 1.091e+02 | nmx 3.417e-01 | 
+2025-11-24 20:06:29,414 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 065/100 | step 00022/00625 | lr 1.600e-02 | atrl 2.096e+00 | trl0 2.043e+00 | nm 1.091e+02 | nmx 3.406e-01 | 
+2025-11-24 20:06:33,154 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 065/100 | step 00023/00625 | lr 1.600e-02 | atrl 2.155e+00 | trl0 2.104e+00 | nm 1.091e+02 | nmx 3.399e-01 | 
+2025-11-24 20:06:36,894 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 065/100 | step 00024/00625 | lr 1.600e-02 | atrl 2.172e+00 | trl0 2.118e+00 | nm 1.091e+02 | nmx 3.394e-01 | 
+2025-11-24 20:06:40,633 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 065/100 | step 00025/00625 | lr 1.600e-02 | atrl 2.152e+00 | trl0 2.100e+00 | nm 1.091e+02 | nmx 3.392e-01 | 
+2025-11-24 20:06:44,374 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 065/100 | step 00026/00625 | lr 1.600e-02 | atrl 2.151e+00 | trl0 2.097e+00 | nm 1.091e+02 | nmx 3.392e-01 | 
+2025-11-24 20:06:48,114 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 065/100 | step 00027/00625 | lr 1.600e-02 | atrl 2.181e+00 | trl0 2.132e+00 | nm 1.091e+02 | nmx 3.396e-01 | 
+2025-11-24 20:06:51,854 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 065/100 | step 00028/00625 | lr 1.600e-02 | atrl 2.164e+00 | trl0 2.109e+00 | nm 1.091e+02 | nmx 3.400e-01 | 
+2025-11-24 20:06:55,594 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 065/100 | step 00029/00625 | lr 1.600e-02 | atrl 2.215e+00 | trl0 2.162e+00 | nm 1.091e+02 | nmx 3.407e-01 | 
+2025-11-24 20:06:59,335 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 065/100 | step 00030/00625 | lr 1.600e-02 | atrl 2.156e+00 | trl0 2.099e+00 | nm 1.091e+02 | nmx 3.416e-01 | 
+2025-11-24 20:07:03,077 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 065/100 | step 00031/00625 | lr 1.600e-02 | atrl 2.131e+00 | trl0 2.076e+00 | nm 1.091e+02 | nmx 3.427e-01 | 
+2025-11-24 20:07:06,816 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 065/100 | step 00032/00625 | lr 1.600e-02 | atrl 2.237e+00 | trl0 2.186e+00 | nm 1.091e+02 | nmx 3.442e-01 | 
+2025-11-24 20:07:10,555 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 065/100 | step 00033/00625 | lr 1.600e-02 | atrl 2.234e+00 | trl0 2.178e+00 | nm 1.091e+02 | nmx 3.457e-01 | 
+2025-11-24 20:07:14,296 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 065/100 | step 00034/00625 | lr 1.600e-02 | atrl 2.181e+00 | trl0 2.127e+00 | nm 1.091e+02 | nmx 3.472e-01 | 
+2025-11-24 20:07:18,036 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 065/100 | step 00035/00625 | lr 1.600e-02 | atrl 2.186e+00 | trl0 2.126e+00 | nm 1.091e+02 | nmx 3.483e-01 | 
+2025-11-24 20:07:21,777 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 065/100 | step 00036/00625 | lr 1.600e-02 | atrl 2.182e+00 | trl0 2.124e+00 | nm 1.091e+02 | nmx 3.492e-01 | 
+2025-11-24 20:07:25,516 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 065/100 | step 00037/00625 | lr 1.600e-02 | atrl 2.182e+00 | trl0 2.125e+00 | nm 1.091e+02 | nmx 3.500e-01 | 
+2025-11-24 20:07:29,257 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 065/100 | step 00038/00625 | lr 1.600e-02 | atrl 2.180e+00 | trl0 2.118e+00 | nm 1.091e+02 | nmx 3.505e-01 | 
+2025-11-24 20:07:32,998 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 065/100 | step 00039/00625 | lr 1.600e-02 | atrl 2.140e+00 | trl0 2.081e+00 | nm 1.091e+02 | nmx 3.507e-01 | 
+2025-11-24 20:07:36,738 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 065/100 | step 00040/00625 | lr 1.600e-02 | atrl 2.172e+00 | trl0 2.112e+00 | nm 1.091e+02 | nmx 3.507e-01 | 
+2025-11-24 20:07:40,477 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 065/100 | step 00041/00625 | lr 1.600e-02 | atrl 2.190e+00 | trl0 2.138e+00 | nm 1.091e+02 | nmx 3.508e-01 | 
+2025-11-24 20:07:44,216 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 065/100 | step 00042/00625 | lr 1.600e-02 | atrl 2.222e+00 | trl0 2.166e+00 | nm 1.091e+02 | nmx 3.509e-01 | 
+2025-11-24 20:07:47,956 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 065/100 | step 00043/00625 | lr 1.600e-02 | atrl 2.198e+00 | trl0 2.139e+00 | nm 1.091e+02 | nmx 3.509e-01 | 
+2025-11-24 20:07:51,696 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 065/100 | step 00044/00625 | lr 1.600e-02 | atrl 2.166e+00 | trl0 2.112e+00 | nm 1.091e+02 | nmx 3.509e-01 | 
+2025-11-24 20:07:55,435 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 065/100 | step 00045/00625 | lr 1.600e-02 | atrl 2.134e+00 | trl0 2.076e+00 | nm 1.091e+02 | nmx 3.508e-01 | 
+2025-11-24 20:07:59,175 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 065/100 | step 00046/00625 | lr 1.600e-02 | atrl 2.170e+00 | trl0 2.110e+00 | nm 1.091e+02 | nmx 3.503e-01 | 
+2025-11-24 20:08:02,916 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 065/100 | step 00047/00625 | lr 1.600e-02 | atrl 2.174e+00 | trl0 2.120e+00 | nm 1.091e+02 | nmx 3.498e-01 | 
+2025-11-24 20:08:06,656 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 065/100 | step 00048/00625 | lr 1.600e-02 | atrl 2.163e+00 | trl0 2.106e+00 | nm 1.091e+02 | nmx 3.493e-01 | 
+2025-11-24 20:08:10,396 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 065/100 | step 00049/00625 | lr 1.600e-02 | atrl 2.157e+00 | trl0 2.097e+00 | nm 1.091e+02 | nmx 3.486e-01 | 
+2025-11-24 20:08:10,879 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 20:08:10,880 | INFO | Starting LR test 4/5: lr=0.8000
+2025-11-24 20:08:10,880 | INFO | Starting EoS for LR factor 0.8000
+2025-11-24 20:08:10,880 | INFO | Starting EoS for checkpoint 64
+2025-11-24 20:08:10,880 | INFO | Starting EoS for model resnet50
+2025-11-24 20:08:11,261 | INFO | Model state successfully loaded
+2025-11-24 20:08:11,500 | INFO | Wrapped model with DDP
+2025-11-24 20:08:11,502 | INFO | Current learning rate: 0.012800000000000002
+2025-11-24 20:08:11,502 | INFO | Original learning rate: 0.016000000000000004
+2025-11-24 20:08:11,563 | INFO | 🎯 Momentum Information:
+2025-11-24 20:08:11,563 | INFO |   Extracted vectors: 161
+2025-11-24 20:08:11,563 | INFO |   Has momentum state: True
+2025-11-24 20:08:19,136 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 065/100 | step 00000/00625 | lr 1.280e-02 | atrl 2.131e+00 | trl0 2.131e+00 | nm 1.091e+02 | nmx 3.670e-02 | 
+2025-11-24 20:08:22,875 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 065/100 | step 00001/00625 | lr 1.280e-02 | atrl 2.119e+00 | trl0 2.118e+00 | nm 1.091e+02 | nmx 7.125e-02 | 
+2025-11-24 20:08:26,615 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 065/100 | step 00002/00625 | lr 1.280e-02 | atrl 2.097e+00 | trl0 2.094e+00 | nm 1.091e+02 | nmx 1.035e-01 | 
+2025-11-24 20:08:30,356 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 065/100 | step 00003/00625 | lr 1.280e-02 | atrl 2.134e+00 | trl0 2.129e+00 | nm 1.091e+02 | nmx 1.335e-01 | 
+2025-11-24 20:08:34,096 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 065/100 | step 00004/00625 | lr 1.280e-02 | atrl 2.139e+00 | trl0 2.130e+00 | nm 1.091e+02 | nmx 1.611e-01 | 
+2025-11-24 20:08:37,835 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 065/100 | step 00005/00625 | lr 1.280e-02 | atrl 2.117e+00 | trl0 2.107e+00 | nm 1.091e+02 | nmx 1.863e-01 | 
+2025-11-24 20:08:41,574 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 065/100 | step 00006/00625 | lr 1.280e-02 | atrl 2.134e+00 | trl0 2.118e+00 | nm 1.091e+02 | nmx 2.091e-01 | 
+2025-11-24 20:08:45,314 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 065/100 | step 00007/00625 | lr 1.280e-02 | atrl 2.093e+00 | trl0 2.070e+00 | nm 1.091e+02 | nmx 2.293e-01 | 
+2025-11-24 20:08:49,054 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 065/100 | step 00008/00625 | lr 1.280e-02 | atrl 2.092e+00 | trl0 2.068e+00 | nm 1.091e+02 | nmx 2.469e-01 | 
+2025-11-24 20:08:52,794 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 065/100 | step 00009/00625 | lr 1.280e-02 | atrl 2.133e+00 | trl0 2.100e+00 | nm 1.091e+02 | nmx 2.618e-01 | 
+2025-11-24 20:08:56,533 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 065/100 | step 00010/00625 | lr 1.280e-02 | atrl 2.175e+00 | trl0 2.144e+00 | nm 1.091e+02 | nmx 2.745e-01 | 
+2025-11-24 20:09:00,272 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 065/100 | step 00011/00625 | lr 1.280e-02 | atrl 2.187e+00 | trl0 2.154e+00 | nm 1.091e+02 | nmx 2.851e-01 | 
+2025-11-24 20:09:04,010 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 065/100 | step 00012/00625 | lr 1.280e-02 | atrl 2.126e+00 | trl0 2.091e+00 | nm 1.091e+02 | nmx 2.937e-01 | 
+2025-11-24 20:09:07,752 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 065/100 | step 00013/00625 | lr 1.280e-02 | atrl 2.134e+00 | trl0 2.097e+00 | nm 1.091e+02 | nmx 3.005e-01 | 
+2025-11-24 20:09:11,493 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 065/100 | step 00014/00625 | lr 1.280e-02 | atrl 2.131e+00 | trl0 2.089e+00 | nm 1.091e+02 | nmx 3.056e-01 | 
+2025-11-24 20:09:15,233 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 065/100 | step 00015/00625 | lr 1.280e-02 | atrl 2.177e+00 | trl0 2.132e+00 | nm 1.091e+02 | nmx 3.091e-01 | 
+2025-11-24 20:09:18,974 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 065/100 | step 00016/00625 | lr 1.280e-02 | atrl 2.100e+00 | trl0 2.057e+00 | nm 1.091e+02 | nmx 3.115e-01 | 
+2025-11-24 20:09:22,714 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 065/100 | step 00017/00625 | lr 1.280e-02 | atrl 2.190e+00 | trl0 2.145e+00 | nm 1.091e+02 | nmx 3.128e-01 | 
+2025-11-24 20:09:26,452 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 065/100 | step 00018/00625 | lr 1.280e-02 | atrl 2.183e+00 | trl0 2.139e+00 | nm 1.091e+02 | nmx 3.134e-01 | 
+2025-11-24 20:09:30,192 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 065/100 | step 00019/00625 | lr 1.280e-02 | atrl 2.167e+00 | trl0 2.126e+00 | nm 1.091e+02 | nmx 3.135e-01 | 
+2025-11-24 20:09:33,933 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 065/100 | step 00020/00625 | lr 1.280e-02 | atrl 2.139e+00 | trl0 2.097e+00 | nm 1.091e+02 | nmx 3.131e-01 | 
+2025-11-24 20:09:37,674 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 065/100 | step 00021/00625 | lr 1.280e-02 | atrl 2.169e+00 | trl0 2.130e+00 | nm 1.091e+02 | nmx 3.126e-01 | 
+2025-11-24 20:09:41,414 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 065/100 | step 00022/00625 | lr 1.280e-02 | atrl 2.087e+00 | trl0 2.043e+00 | nm 1.091e+02 | nmx 3.119e-01 | 
+2025-11-24 20:09:45,153 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 065/100 | step 00023/00625 | lr 1.280e-02 | atrl 2.146e+00 | trl0 2.104e+00 | nm 1.091e+02 | nmx 3.112e-01 | 
+2025-11-24 20:09:48,894 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 065/100 | step 00024/00625 | lr 1.280e-02 | atrl 2.161e+00 | trl0 2.118e+00 | nm 1.091e+02 | nmx 3.105e-01 | 
+2025-11-24 20:09:52,633 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 065/100 | step 00025/00625 | lr 1.280e-02 | atrl 2.141e+00 | trl0 2.100e+00 | nm 1.091e+02 | nmx 3.098e-01 | 
+2025-11-24 20:09:56,372 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 065/100 | step 00026/00625 | lr 1.280e-02 | atrl 2.140e+00 | trl0 2.097e+00 | nm 1.091e+02 | nmx 3.093e-01 | 
+2025-11-24 20:10:00,114 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 065/100 | step 00027/00625 | lr 1.280e-02 | atrl 2.171e+00 | trl0 2.132e+00 | nm 1.091e+02 | nmx 3.090e-01 | 
+2025-11-24 20:10:03,854 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 065/100 | step 00028/00625 | lr 1.280e-02 | atrl 2.152e+00 | trl0 2.109e+00 | nm 1.091e+02 | nmx 3.087e-01 | 
+2025-11-24 20:10:07,594 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 065/100 | step 00029/00625 | lr 1.280e-02 | atrl 2.205e+00 | trl0 2.162e+00 | nm 1.091e+02 | nmx 3.086e-01 | 
+2025-11-24 20:10:11,336 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 065/100 | step 00030/00625 | lr 1.280e-02 | atrl 2.143e+00 | trl0 2.099e+00 | nm 1.091e+02 | nmx 3.085e-01 | 
+2025-11-24 20:10:15,075 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 065/100 | step 00031/00625 | lr 1.280e-02 | atrl 2.118e+00 | trl0 2.076e+00 | nm 1.091e+02 | nmx 3.087e-01 | 
+2025-11-24 20:10:18,814 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 065/100 | step 00032/00625 | lr 1.280e-02 | atrl 2.225e+00 | trl0 2.186e+00 | nm 1.091e+02 | nmx 3.093e-01 | 
+2025-11-24 20:10:22,553 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 065/100 | step 00033/00625 | lr 1.280e-02 | atrl 2.220e+00 | trl0 2.178e+00 | nm 1.091e+02 | nmx 3.101e-01 | 
+2025-11-24 20:10:26,293 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 065/100 | step 00034/00625 | lr 1.280e-02 | atrl 2.168e+00 | trl0 2.127e+00 | nm 1.091e+02 | nmx 3.110e-01 | 
+2025-11-24 20:10:30,031 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 065/100 | step 00035/00625 | lr 1.280e-02 | atrl 2.172e+00 | trl0 2.126e+00 | nm 1.091e+02 | nmx 3.118e-01 | 
+2025-11-24 20:10:33,770 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 065/100 | step 00036/00625 | lr 1.280e-02 | atrl 2.168e+00 | trl0 2.124e+00 | nm 1.091e+02 | nmx 3.125e-01 | 
+2025-11-24 20:10:37,510 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 065/100 | step 00037/00625 | lr 1.280e-02 | atrl 2.168e+00 | trl0 2.125e+00 | nm 1.091e+02 | nmx 3.132e-01 | 
+2025-11-24 20:10:41,249 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 065/100 | step 00038/00625 | lr 1.280e-02 | atrl 2.166e+00 | trl0 2.118e+00 | nm 1.091e+02 | nmx 3.137e-01 | 
+2025-11-24 20:10:44,989 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 065/100 | step 00039/00625 | lr 1.280e-02 | atrl 2.127e+00 | trl0 2.081e+00 | nm 1.091e+02 | nmx 3.140e-01 | 
+2025-11-24 20:10:48,730 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 065/100 | step 00040/00625 | lr 1.280e-02 | atrl 2.158e+00 | trl0 2.112e+00 | nm 1.091e+02 | nmx 3.142e-01 | 
+2025-11-24 20:10:52,470 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 065/100 | step 00041/00625 | lr 1.280e-02 | atrl 2.177e+00 | trl0 2.138e+00 | nm 1.091e+02 | nmx 3.147e-01 | 
+2025-11-24 20:10:56,210 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 065/100 | step 00042/00625 | lr 1.280e-02 | atrl 2.208e+00 | trl0 2.166e+00 | nm 1.091e+02 | nmx 3.151e-01 | 
+2025-11-24 20:10:59,948 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 065/100 | step 00043/00625 | lr 1.280e-02 | atrl 2.184e+00 | trl0 2.139e+00 | nm 1.091e+02 | nmx 3.156e-01 | 
+2025-11-24 20:11:03,688 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 065/100 | step 00044/00625 | lr 1.280e-02 | atrl 2.153e+00 | trl0 2.112e+00 | nm 1.091e+02 | nmx 3.160e-01 | 
+2025-11-24 20:11:07,429 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 065/100 | step 00045/00625 | lr 1.280e-02 | atrl 2.120e+00 | trl0 2.076e+00 | nm 1.091e+02 | nmx 3.164e-01 | 
+2025-11-24 20:11:11,169 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 065/100 | step 00046/00625 | lr 1.280e-02 | atrl 2.157e+00 | trl0 2.110e+00 | nm 1.091e+02 | nmx 3.164e-01 | 
+2025-11-24 20:11:14,910 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 065/100 | step 00047/00625 | lr 1.280e-02 | atrl 2.162e+00 | trl0 2.120e+00 | nm 1.091e+02 | nmx 3.163e-01 | 
+2025-11-24 20:11:18,650 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 065/100 | step 00048/00625 | lr 1.280e-02 | atrl 2.151e+00 | trl0 2.106e+00 | nm 1.091e+02 | nmx 3.160e-01 | 
+2025-11-24 20:11:22,390 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 065/100 | step 00049/00625 | lr 1.280e-02 | atrl 2.145e+00 | trl0 2.097e+00 | nm 1.091e+02 | nmx 3.155e-01 | 
+2025-11-24 20:11:22,798 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 20:11:22,798 | INFO | Starting LR test 5/5: lr=0.6000
+2025-11-24 20:11:22,798 | INFO | Starting EoS for LR factor 0.6000
+2025-11-24 20:11:22,798 | INFO | Starting EoS for checkpoint 64
+2025-11-24 20:11:22,798 | INFO | Starting EoS for model resnet50
+2025-11-24 20:11:23,180 | INFO | Model state successfully loaded
+2025-11-24 20:11:23,520 | INFO | Wrapped model with DDP
+2025-11-24 20:11:23,522 | INFO | Current learning rate: 0.009600000000000003
+2025-11-24 20:11:23,522 | INFO | Original learning rate: 0.016000000000000004
+2025-11-24 20:11:23,525 | INFO | 🎯 Momentum Information:
+2025-11-24 20:11:23,525 | INFO |   Extracted vectors: 161
+2025-11-24 20:11:23,525 | INFO |   Has momentum state: True
+2025-11-24 20:11:30,933 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 065/100 | step 00000/00625 | lr 9.600e-03 | atrl 2.131e+00 | trl0 2.131e+00 | nm 1.091e+02 | nmx 2.753e-02 | 
+2025-11-24 20:11:34,673 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 065/100 | step 00001/00625 | lr 9.600e-03 | atrl 2.118e+00 | trl0 2.118e+00 | nm 1.091e+02 | nmx 5.355e-02 | 
+2025-11-24 20:11:38,412 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 065/100 | step 00002/00625 | lr 9.600e-03 | atrl 2.096e+00 | trl0 2.094e+00 | nm 1.091e+02 | nmx 7.806e-02 | 
+2025-11-24 20:11:42,154 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 065/100 | step 00003/00625 | lr 9.600e-03 | atrl 2.131e+00 | trl0 2.129e+00 | nm 1.091e+02 | nmx 1.011e-01 | 
+2025-11-24 20:11:45,895 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 065/100 | step 00004/00625 | lr 9.600e-03 | atrl 2.135e+00 | trl0 2.130e+00 | nm 1.091e+02 | nmx 1.226e-01 | 
+2025-11-24 20:11:49,634 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 065/100 | step 00005/00625 | lr 9.600e-03 | atrl 2.112e+00 | trl0 2.107e+00 | nm 1.091e+02 | nmx 1.427e-01 | 
+2025-11-24 20:11:53,376 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 065/100 | step 00006/00625 | lr 9.600e-03 | atrl 2.127e+00 | trl0 2.118e+00 | nm 1.091e+02 | nmx 1.613e-01 | 
+2025-11-24 20:11:57,115 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 065/100 | step 00007/00625 | lr 9.600e-03 | atrl 2.083e+00 | trl0 2.070e+00 | nm 1.091e+02 | nmx 1.781e-01 | 
+2025-11-24 20:12:00,855 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 065/100 | step 00008/00625 | lr 9.600e-03 | atrl 2.082e+00 | trl0 2.068e+00 | nm 1.091e+02 | nmx 1.933e-01 | 
+2025-11-24 20:12:04,596 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 065/100 | step 00009/00625 | lr 9.600e-03 | atrl 2.120e+00 | trl0 2.100e+00 | nm 1.091e+02 | nmx 2.067e-01 | 
+2025-11-24 20:12:08,334 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 065/100 | step 00010/00625 | lr 9.600e-03 | atrl 2.162e+00 | trl0 2.144e+00 | nm 1.091e+02 | nmx 2.187e-01 | 
+2025-11-24 20:12:12,076 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 065/100 | step 00011/00625 | lr 9.600e-03 | atrl 2.173e+00 | trl0 2.154e+00 | nm 1.091e+02 | nmx 2.293e-01 | 
+2025-11-24 20:12:15,817 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 065/100 | step 00012/00625 | lr 9.600e-03 | atrl 2.111e+00 | trl0 2.091e+00 | nm 1.091e+02 | nmx 2.385e-01 | 
+2025-11-24 20:12:19,557 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 065/100 | step 00013/00625 | lr 9.600e-03 | atrl 2.119e+00 | trl0 2.097e+00 | nm 1.091e+02 | nmx 2.464e-01 | 
+2025-11-24 20:12:23,297 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 065/100 | step 00014/00625 | lr 9.600e-03 | atrl 2.115e+00 | trl0 2.089e+00 | nm 1.091e+02 | nmx 2.530e-01 | 
+2025-11-24 20:12:27,039 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 065/100 | step 00015/00625 | lr 9.600e-03 | atrl 2.162e+00 | trl0 2.132e+00 | nm 1.091e+02 | nmx 2.583e-01 | 
+2025-11-24 20:12:30,779 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 065/100 | step 00016/00625 | lr 9.600e-03 | atrl 2.085e+00 | trl0 2.057e+00 | nm 1.091e+02 | nmx 2.626e-01 | 
+2025-11-24 20:12:34,520 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 065/100 | step 00017/00625 | lr 9.600e-03 | atrl 2.175e+00 | trl0 2.145e+00 | nm 1.091e+02 | nmx 2.660e-01 | 
+2025-11-24 20:12:38,261 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 065/100 | step 00018/00625 | lr 9.600e-03 | atrl 2.169e+00 | trl0 2.139e+00 | nm 1.091e+02 | nmx 2.686e-01 | 
+2025-11-24 20:12:42,008 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 065/100 | step 00019/00625 | lr 9.600e-03 | atrl 2.153e+00 | trl0 2.126e+00 | nm 1.091e+02 | nmx 2.706e-01 | 
+2025-11-24 20:12:45,749 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 065/100 | step 00020/00625 | lr 9.600e-03 | atrl 2.126e+00 | trl0 2.097e+00 | nm 1.091e+02 | nmx 2.722e-01 | 
+2025-11-24 20:12:49,489 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 065/100 | step 00021/00625 | lr 9.600e-03 | atrl 2.156e+00 | trl0 2.130e+00 | nm 1.091e+02 | nmx 2.734e-01 | 
+2025-11-24 20:12:53,230 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 065/100 | step 00022/00625 | lr 9.600e-03 | atrl 2.075e+00 | trl0 2.043e+00 | nm 1.091e+02 | nmx 2.741e-01 | 
+2025-11-24 20:12:56,970 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 065/100 | step 00023/00625 | lr 9.600e-03 | atrl 2.135e+00 | trl0 2.104e+00 | nm 1.091e+02 | nmx 2.746e-01 | 
+2025-11-24 20:13:00,711 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 065/100 | step 00024/00625 | lr 9.600e-03 | atrl 2.151e+00 | trl0 2.118e+00 | nm 1.091e+02 | nmx 2.747e-01 | 
+2025-11-24 20:13:04,451 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 065/100 | step 00025/00625 | lr 9.600e-03 | atrl 2.130e+00 | trl0 2.100e+00 | nm 1.091e+02 | nmx 2.747e-01 | 
+2025-11-24 20:13:08,190 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 065/100 | step 00026/00625 | lr 9.600e-03 | atrl 2.129e+00 | trl0 2.097e+00 | nm 1.091e+02 | nmx 2.745e-01 | 
+2025-11-24 20:13:11,930 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 065/100 | step 00027/00625 | lr 9.600e-03 | atrl 2.160e+00 | trl0 2.132e+00 | nm 1.091e+02 | nmx 2.744e-01 | 
+2025-11-24 20:13:15,672 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 065/100 | step 00028/00625 | lr 9.600e-03 | atrl 2.140e+00 | trl0 2.109e+00 | nm 1.091e+02 | nmx 2.741e-01 | 
+2025-11-24 20:13:19,412 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 065/100 | step 00029/00625 | lr 9.600e-03 | atrl 2.193e+00 | trl0 2.162e+00 | nm 1.091e+02 | nmx 2.739e-01 | 
+2025-11-24 20:13:23,153 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 065/100 | step 00030/00625 | lr 9.600e-03 | atrl 2.132e+00 | trl0 2.099e+00 | nm 1.091e+02 | nmx 2.736e-01 | 
+2025-11-24 20:13:26,896 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 065/100 | step 00031/00625 | lr 9.600e-03 | atrl 2.106e+00 | trl0 2.076e+00 | nm 1.091e+02 | nmx 2.734e-01 | 
+2025-11-24 20:13:30,636 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 065/100 | step 00032/00625 | lr 9.600e-03 | atrl 2.215e+00 | trl0 2.186e+00 | nm 1.091e+02 | nmx 2.734e-01 | 
+2025-11-24 20:13:34,376 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 065/100 | step 00033/00625 | lr 9.600e-03 | atrl 2.207e+00 | trl0 2.178e+00 | nm 1.091e+02 | nmx 2.735e-01 | 
+2025-11-24 20:13:38,115 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 065/100 | step 00034/00625 | lr 9.600e-03 | atrl 2.156e+00 | trl0 2.127e+00 | nm 1.091e+02 | nmx 2.737e-01 | 
+2025-11-24 20:13:41,855 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 065/100 | step 00035/00625 | lr 9.600e-03 | atrl 2.158e+00 | trl0 2.126e+00 | nm 1.091e+02 | nmx 2.739e-01 | 
+2025-11-24 20:13:45,595 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 065/100 | step 00036/00625 | lr 9.600e-03 | atrl 2.155e+00 | trl0 2.124e+00 | nm 1.091e+02 | nmx 2.741e-01 | 
+2025-11-24 20:13:49,336 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 065/100 | step 00037/00625 | lr 9.600e-03 | atrl 2.156e+00 | trl0 2.125e+00 | nm 1.091e+02 | nmx 2.744e-01 | 
+2025-11-24 20:13:53,076 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 065/100 | step 00038/00625 | lr 9.600e-03 | atrl 2.152e+00 | trl0 2.118e+00 | nm 1.091e+02 | nmx 2.745e-01 | 
+2025-11-24 20:13:56,815 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 065/100 | step 00039/00625 | lr 9.600e-03 | atrl 2.113e+00 | trl0 2.081e+00 | nm 1.091e+02 | nmx 2.746e-01 | 
+2025-11-24 20:14:00,553 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 065/100 | step 00040/00625 | lr 9.600e-03 | atrl 2.145e+00 | trl0 2.112e+00 | nm 1.091e+02 | nmx 2.746e-01 | 
+2025-11-24 20:14:04,294 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 065/100 | step 00041/00625 | lr 9.600e-03 | atrl 2.166e+00 | trl0 2.138e+00 | nm 1.091e+02 | nmx 2.748e-01 | 
+2025-11-24 20:14:08,034 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 065/100 | step 00042/00625 | lr 9.600e-03 | atrl 2.194e+00 | trl0 2.166e+00 | nm 1.091e+02 | nmx 2.751e-01 | 
+2025-11-24 20:14:11,775 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 065/100 | step 00043/00625 | lr 9.600e-03 | atrl 2.170e+00 | trl0 2.139e+00 | nm 1.091e+02 | nmx 2.754e-01 | 
+2025-11-24 20:14:15,515 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 065/100 | step 00044/00625 | lr 9.600e-03 | atrl 2.141e+00 | trl0 2.112e+00 | nm 1.091e+02 | nmx 2.758e-01 | 
+2025-11-24 20:14:19,255 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 065/100 | step 00045/00625 | lr 9.600e-03 | atrl 2.107e+00 | trl0 2.076e+00 | nm 1.091e+02 | nmx 2.763e-01 | 
+2025-11-24 20:14:22,998 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 065/100 | step 00046/00625 | lr 9.600e-03 | atrl 2.143e+00 | trl0 2.110e+00 | nm 1.091e+02 | nmx 2.766e-01 | 
+2025-11-24 20:14:26,738 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 065/100 | step 00047/00625 | lr 9.600e-03 | atrl 2.148e+00 | trl0 2.120e+00 | nm 1.091e+02 | nmx 2.768e-01 | 
+2025-11-24 20:14:30,479 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 065/100 | step 00048/00625 | lr 9.600e-03 | atrl 2.137e+00 | trl0 2.106e+00 | nm 1.091e+02 | nmx 2.769e-01 | 
+2025-11-24 20:14:34,217 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 065/100 | step 00049/00625 | lr 9.600e-03 | atrl 2.132e+00 | trl0 2.097e+00 | nm 1.091e+02 | nmx 2.768e-01 | 
diff --git a/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-68/train.jsonl b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-68/train.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..390eaf81095ce1bcab7e099045d2519178f07bb7
--- /dev/null
+++ b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-68/train.jsonl
@@ -0,0 +1,250 @@
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+{"exp_idx": [4, 5], "lr_factor": 0.6, "epoch": [69, 100], "step": [41, 625], "lr": 0.009600000000000003, "atrl": 2.134805679321289, "trl0": 2.0950982570648193, "nm": 106.09970043577461, "nmx": 0.29645252379288517, "olr": 0.016000000000000004, "otrl": 2.092465877532959, "trl01": 2.0068299770355225, "otrl1": 1.9865028858184814, "nm0": 106.10864754603871, "onm": 106.06105187518159, "data_diff": 0.0}
+{"exp_idx": [4, 5], "lr_factor": 0.6, "epoch": [69, 100], "step": [42, 625], "lr": 0.009600000000000003, "atrl": 2.114734411239624, "trl0": 2.0751843452453613, "nm": 106.09980507679354, "nmx": 0.2965800363380953, "olr": 0.016000000000000004, "otrl": 2.07605242729187, "trl01": 1.897031307220459, "otrl1": 1.8819067478179932, "nm0": 106.10864754603871, "onm": 106.05992203603424, "data_diff": 0.0}
+{"exp_idx": [4, 5], "lr_factor": 0.6, "epoch": [69, 100], "step": [43, 625], "lr": 0.009600000000000003, "atrl": 2.1215367317199707, "trl0": 2.080268621444702, "nm": 106.09990553889266, "nmx": 0.29664804556345686, "olr": 0.016000000000000004, "otrl": 2.077082395553589, "trl01": 2.0180466175079346, "otrl1": 2.029306650161743, "nm0": 106.10864754603871, "onm": 106.05879659639213, "data_diff": 0.0}
+{"exp_idx": [4, 5], "lr_factor": 0.6, "epoch": [69, 100], "step": [44, 625], "lr": 0.009600000000000003, "atrl": 2.082627534866333, "trl0": 2.045384407043457, "nm": 106.10000901589582, "nmx": 0.296764276775687, "olr": 0.016000000000000004, "otrl": 2.051569938659668, "trl01": 1.9329681396484375, "otrl1": 1.9303898811340332, "nm0": 106.10864754603871, "onm": 106.05768566313951, "data_diff": 0.0}
+{"exp_idx": [4, 5], "lr_factor": 0.6, "epoch": [69, 100], "step": [45, 625], "lr": 0.009600000000000003, "atrl": 2.0789082050323486, "trl0": 2.043290615081787, "nm": 106.10009766019874, "nmx": 0.29698057263598093, "olr": 0.016000000000000004, "otrl": 2.035719871520996, "trl01": 2.0981979370117188, "otrl1": 2.098214626312256, "nm0": 106.10864754603871, "onm": 106.05655794640708, "data_diff": 0.0}
+{"exp_idx": [4, 5], "lr_factor": 0.6, "epoch": [69, 100], "step": [46, 625], "lr": 0.009600000000000003, "atrl": 2.1168711185455322, "trl0": 2.0761098861694336, "nm": 106.10017486113885, "nmx": 0.2971189346811019, "olr": 0.016000000000000004, "otrl": 2.08219575881958, "trl01": 2.1601250171661377, "otrl1": 2.1817915439605713, "nm0": 106.10864754603871, "onm": 106.05541701181257, "data_diff": 0.0}
+{"exp_idx": [4, 5], "lr_factor": 0.6, "epoch": [69, 100], "step": [47, 625], "lr": 0.009600000000000003, "atrl": 2.098078966140747, "trl0": 2.0609216690063477, "nm": 106.1002468086881, "nmx": 0.29731922389549426, "olr": 0.016000000000000004, "otrl": 2.0588388442993164, "trl01": 2.068558692932129, "otrl1": 2.062541961669922, "nm0": 106.10864754603871, "onm": 106.05428015211183, "data_diff": 0.0}
+{"exp_idx": [4, 5], "lr_factor": 0.6, "epoch": [69, 100], "step": [48, 625], "lr": 0.009600000000000003, "atrl": 2.0817837715148926, "trl0": 2.039869785308838, "nm": 106.10031665349067, "nmx": 0.2974202493811081, "olr": 0.016000000000000004, "otrl": 2.039307117462158, "trl01": 2.1884891986846924, "otrl1": 2.176893472671509, "nm0": 106.10864754603871, "onm": 106.05314911394832, "data_diff": 0.0}
+{"exp_idx": [4, 5], "lr_factor": 0.6, "epoch": [69, 100], "step": [49, 625], "lr": 0.009600000000000003, "atrl": 2.1067004203796387, "trl0": 2.0691561698913574, "nm": 106.10037574080242, "nmx": 0.2976015143215423, "olr": 0.016000000000000004, "otrl": 2.059109926223755, "trl01": 2.043606758117676, "otrl1": 2.0290465354919434, "nm0": 106.10864754603871, "onm": 106.05201004464033, "data_diff": 0.0}
diff --git a/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-68/train.log b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-68/train.log
new file mode 100644
index 0000000000000000000000000000000000000000..b357cd7efbe4f06ff62fde2f09365f0cfadf0be1
--- /dev/null
+++ b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-68/train.log
@@ -0,0 +1,311 @@
+2025-11-24 20:14:47,654 | INFO | LR factors: [1.4 1.2 1.  0.8 0.6]
+2025-11-24 20:14:49,884 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 20:14:49,884 | INFO | Starting LR test 1/5: lr=1.4000
+2025-11-24 20:14:49,884 | INFO | Starting EoS for LR factor 1.4000
+2025-11-24 20:14:49,885 | INFO | Starting EoS for checkpoint 68
+2025-11-24 20:14:49,885 | INFO | Starting EoS for model resnet50
+2025-11-24 20:14:50,210 | INFO | Model state successfully loaded
+2025-11-24 20:14:52,008 | INFO | Wrapped model with DDP
+2025-11-24 20:14:52,011 | INFO | Current learning rate: 0.022400000000000003
+2025-11-24 20:14:52,011 | INFO | Original learning rate: 0.016000000000000004
+2025-11-24 20:14:52,035 | INFO | 🎯 Momentum Information:
+2025-11-24 20:14:52,035 | INFO |   Extracted vectors: 161
+2025-11-24 20:14:52,035 | INFO |   Has momentum state: True
+2025-11-24 20:15:00,796 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 069/100 | step 00000/00625 | lr 2.240e-02 | atrl 2.088e+00 | trl0 2.088e+00 | nm 1.061e+02 | nmx 7.076e-02 | 
+2025-11-24 20:15:04,572 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 069/100 | step 00001/00625 | lr 2.240e-02 | atrl 2.092e+00 | trl0 2.089e+00 | nm 1.061e+02 | nmx 1.361e-01 | 
+2025-11-24 20:15:08,313 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 069/100 | step 00002/00625 | lr 2.240e-02 | atrl 2.134e+00 | trl0 2.125e+00 | nm 1.061e+02 | nmx 1.960e-01 | 
+2025-11-24 20:15:12,054 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 069/100 | step 00003/00625 | lr 2.240e-02 | atrl 2.065e+00 | trl0 2.045e+00 | nm 1.061e+02 | nmx 2.498e-01 | 
+2025-11-24 20:15:15,794 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 069/100 | step 00004/00625 | lr 2.240e-02 | atrl 2.092e+00 | trl0 2.061e+00 | nm 1.061e+02 | nmx 2.970e-01 | 
+2025-11-24 20:15:19,541 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 069/100 | step 00005/00625 | lr 2.240e-02 | atrl 2.112e+00 | trl0 2.069e+00 | nm 1.061e+02 | nmx 3.375e-01 | 
+2025-11-24 20:15:23,282 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 069/100 | step 00006/00625 | lr 2.240e-02 | atrl 2.138e+00 | trl0 2.080e+00 | nm 1.061e+02 | nmx 3.709e-01 | 
+2025-11-24 20:15:27,024 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 069/100 | step 00007/00625 | lr 2.240e-02 | atrl 2.175e+00 | trl0 2.106e+00 | nm 1.061e+02 | nmx 3.976e-01 | 
+2025-11-24 20:15:30,770 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 069/100 | step 00008/00625 | lr 2.240e-02 | atrl 2.070e+00 | trl0 1.991e+00 | nm 1.061e+02 | nmx 4.181e-01 | 
+2025-11-24 20:15:34,510 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 069/100 | step 00009/00625 | lr 2.240e-02 | atrl 2.211e+00 | trl0 2.115e+00 | nm 1.061e+02 | nmx 4.323e-01 | 
+2025-11-24 20:15:38,250 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 069/100 | step 00010/00625 | lr 2.240e-02 | atrl 2.129e+00 | trl0 2.037e+00 | nm 1.061e+02 | nmx 4.415e-01 | 
+2025-11-24 20:15:41,989 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 069/100 | step 00011/00625 | lr 2.240e-02 | atrl 2.158e+00 | trl0 2.064e+00 | nm 1.061e+02 | nmx 4.467e-01 | 
+2025-11-24 20:15:45,728 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 069/100 | step 00012/00625 | lr 2.240e-02 | atrl 2.126e+00 | trl0 2.026e+00 | nm 1.061e+02 | nmx 4.485e-01 | 
+2025-11-24 20:15:49,470 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 069/100 | step 00013/00625 | lr 2.240e-02 | atrl 2.153e+00 | trl0 2.056e+00 | nm 1.061e+02 | nmx 4.476e-01 | 
+2025-11-24 20:15:53,211 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 069/100 | step 00014/00625 | lr 2.240e-02 | atrl 2.149e+00 | trl0 2.049e+00 | nm 1.061e+02 | nmx 4.446e-01 | 
+2025-11-24 20:15:56,951 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 069/100 | step 00015/00625 | lr 2.240e-02 | atrl 2.161e+00 | trl0 2.063e+00 | nm 1.061e+02 | nmx 4.404e-01 | 
+2025-11-24 20:16:00,691 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 069/100 | step 00016/00625 | lr 2.240e-02 | atrl 2.087e+00 | trl0 1.994e+00 | nm 1.061e+02 | nmx 4.360e-01 | 
+2025-11-24 20:16:04,430 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 069/100 | step 00017/00625 | lr 2.240e-02 | atrl 2.193e+00 | trl0 2.101e+00 | nm 1.061e+02 | nmx 4.320e-01 | 
+2025-11-24 20:16:08,172 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 069/100 | step 00018/00625 | lr 2.240e-02 | atrl 2.235e+00 | trl0 2.146e+00 | nm 1.061e+02 | nmx 4.291e-01 | 
+2025-11-24 20:16:11,913 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 069/100 | step 00019/00625 | lr 2.240e-02 | atrl 2.136e+00 | trl0 2.040e+00 | nm 1.061e+02 | nmx 4.268e-01 | 
+2025-11-24 20:16:15,653 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 069/100 | step 00020/00625 | lr 2.240e-02 | atrl 2.169e+00 | trl0 2.077e+00 | nm 1.061e+02 | nmx 4.254e-01 | 
+2025-11-24 20:16:19,396 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 069/100 | step 00021/00625 | lr 2.240e-02 | atrl 2.164e+00 | trl0 2.075e+00 | nm 1.061e+02 | nmx 4.251e-01 | 
+2025-11-24 20:16:23,139 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 069/100 | step 00022/00625 | lr 2.240e-02 | atrl 2.133e+00 | trl0 2.043e+00 | nm 1.061e+02 | nmx 4.257e-01 | 
+2025-11-24 20:16:26,881 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 069/100 | step 00023/00625 | lr 2.240e-02 | atrl 2.209e+00 | trl0 2.111e+00 | nm 1.061e+02 | nmx 4.268e-01 | 
+2025-11-24 20:16:30,625 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 069/100 | step 00024/00625 | lr 2.240e-02 | atrl 2.225e+00 | trl0 2.131e+00 | nm 1.061e+02 | nmx 4.287e-01 | 
+2025-11-24 20:16:34,375 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 069/100 | step 00025/00625 | lr 2.240e-02 | atrl 2.165e+00 | trl0 2.070e+00 | nm 1.061e+02 | nmx 4.313e-01 | 
+2025-11-24 20:16:38,119 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 069/100 | step 00026/00625 | lr 2.240e-02 | atrl 2.192e+00 | trl0 2.098e+00 | nm 1.061e+02 | nmx 4.345e-01 | 
+2025-11-24 20:16:41,863 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 069/100 | step 00027/00625 | lr 2.240e-02 | atrl 2.224e+00 | trl0 2.124e+00 | nm 1.061e+02 | nmx 4.377e-01 | 
+2025-11-24 20:16:45,607 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 069/100 | step 00028/00625 | lr 2.240e-02 | atrl 2.130e+00 | trl0 2.034e+00 | nm 1.061e+02 | nmx 4.409e-01 | 
+2025-11-24 20:16:49,348 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 069/100 | step 00029/00625 | lr 2.240e-02 | atrl 2.178e+00 | trl0 2.084e+00 | nm 1.061e+02 | nmx 4.437e-01 | 
+2025-11-24 20:16:53,089 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 069/100 | step 00030/00625 | lr 2.240e-02 | atrl 2.151e+00 | trl0 2.051e+00 | nm 1.061e+02 | nmx 4.458e-01 | 
+2025-11-24 20:16:56,832 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 069/100 | step 00031/00625 | lr 2.240e-02 | atrl 2.194e+00 | trl0 2.093e+00 | nm 1.061e+02 | nmx 4.474e-01 | 
+2025-11-24 20:17:00,575 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 069/100 | step 00032/00625 | lr 2.240e-02 | atrl 2.136e+00 | trl0 2.030e+00 | nm 1.061e+02 | nmx 4.481e-01 | 
+2025-11-24 20:17:04,316 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 069/100 | step 00033/00625 | lr 2.240e-02 | atrl 2.247e+00 | trl0 2.144e+00 | nm 1.061e+02 | nmx 4.483e-01 | 
+2025-11-24 20:17:08,057 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 069/100 | step 00034/00625 | lr 2.240e-02 | atrl 2.244e+00 | trl0 2.138e+00 | nm 1.061e+02 | nmx 4.480e-01 | 
+2025-11-24 20:17:11,799 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 069/100 | step 00035/00625 | lr 2.240e-02 | atrl 2.181e+00 | trl0 2.068e+00 | nm 1.061e+02 | nmx 4.472e-01 | 
+2025-11-24 20:17:15,541 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 069/100 | step 00036/00625 | lr 2.240e-02 | atrl 2.150e+00 | trl0 2.046e+00 | nm 1.061e+02 | nmx 4.466e-01 | 
+2025-11-24 20:17:19,282 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 069/100 | step 00037/00625 | lr 2.240e-02 | atrl 2.189e+00 | trl0 2.086e+00 | nm 1.061e+02 | nmx 4.463e-01 | 
+2025-11-24 20:17:23,024 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 069/100 | step 00038/00625 | lr 2.240e-02 | atrl 2.218e+00 | trl0 2.117e+00 | nm 1.061e+02 | nmx 4.462e-01 | 
+2025-11-24 20:17:26,765 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 069/100 | step 00039/00625 | lr 2.240e-02 | atrl 2.210e+00 | trl0 2.104e+00 | nm 1.061e+02 | nmx 4.460e-01 | 
+2025-11-24 20:17:30,506 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 069/100 | step 00040/00625 | lr 2.240e-02 | atrl 2.154e+00 | trl0 2.051e+00 | nm 1.061e+02 | nmx 4.457e-01 | 
+2025-11-24 20:17:34,248 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 069/100 | step 00041/00625 | lr 2.240e-02 | atrl 2.198e+00 | trl0 2.095e+00 | nm 1.061e+02 | nmx 4.456e-01 | 
+2025-11-24 20:17:37,988 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 069/100 | step 00042/00625 | lr 2.240e-02 | atrl 2.177e+00 | trl0 2.075e+00 | nm 1.061e+02 | nmx 4.461e-01 | 
+2025-11-24 20:17:41,730 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 069/100 | step 00043/00625 | lr 2.240e-02 | atrl 2.185e+00 | trl0 2.080e+00 | nm 1.061e+02 | nmx 4.467e-01 | 
+2025-11-24 20:17:45,472 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 069/100 | step 00044/00625 | lr 2.240e-02 | atrl 2.146e+00 | trl0 2.045e+00 | nm 1.061e+02 | nmx 4.475e-01 | 
+2025-11-24 20:17:49,212 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 069/100 | step 00045/00625 | lr 2.240e-02 | atrl 2.143e+00 | trl0 2.043e+00 | nm 1.061e+02 | nmx 4.483e-01 | 
+2025-11-24 20:17:52,954 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 069/100 | step 00046/00625 | lr 2.240e-02 | atrl 2.181e+00 | trl0 2.076e+00 | nm 1.061e+02 | nmx 4.488e-01 | 
+2025-11-24 20:17:56,694 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 069/100 | step 00047/00625 | lr 2.240e-02 | atrl 2.163e+00 | trl0 2.061e+00 | nm 1.061e+02 | nmx 4.491e-01 | 
+2025-11-24 20:18:00,435 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 069/100 | step 00048/00625 | lr 2.240e-02 | atrl 2.148e+00 | trl0 2.040e+00 | nm 1.061e+02 | nmx 4.491e-01 | 
+2025-11-24 20:18:04,176 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 069/100 | step 00049/00625 | lr 2.240e-02 | atrl 2.169e+00 | trl0 2.069e+00 | nm 1.061e+02 | nmx 4.490e-01 | 
+2025-11-24 20:18:04,517 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 20:18:04,517 | INFO | Starting LR test 2/5: lr=1.2000
+2025-11-24 20:18:04,517 | INFO | Starting EoS for LR factor 1.2000
+2025-11-24 20:18:04,517 | INFO | Starting EoS for checkpoint 68
+2025-11-24 20:18:04,517 | INFO | Starting EoS for model resnet50
+2025-11-24 20:18:04,910 | INFO | Model state successfully loaded
+2025-11-24 20:18:05,157 | INFO | Wrapped model with DDP
+2025-11-24 20:18:05,160 | INFO | Current learning rate: 0.019200000000000005
+2025-11-24 20:18:05,160 | INFO | Original learning rate: 0.016000000000000004
+2025-11-24 20:18:05,183 | INFO | 🎯 Momentum Information:
+2025-11-24 20:18:05,184 | INFO |   Extracted vectors: 161
+2025-11-24 20:18:05,184 | INFO |   Has momentum state: True
+2025-11-24 20:18:12,949 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 069/100 | step 00000/00625 | lr 1.920e-02 | atrl 2.088e+00 | trl0 2.088e+00 | nm 1.061e+02 | nmx 6.066e-02 | 
+2025-11-24 20:18:16,690 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 069/100 | step 00001/00625 | lr 1.920e-02 | atrl 2.091e+00 | trl0 2.089e+00 | nm 1.061e+02 | nmx 1.169e-01 | 
+2025-11-24 20:18:20,431 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 069/100 | step 00002/00625 | lr 1.920e-02 | atrl 2.131e+00 | trl0 2.125e+00 | nm 1.061e+02 | nmx 1.690e-01 | 
+2025-11-24 20:18:24,175 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 069/100 | step 00003/00625 | lr 1.920e-02 | atrl 2.060e+00 | trl0 2.045e+00 | nm 1.061e+02 | nmx 2.162e-01 | 
+2025-11-24 20:18:27,917 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 069/100 | step 00004/00625 | lr 1.920e-02 | atrl 2.083e+00 | trl0 2.061e+00 | nm 1.061e+02 | nmx 2.585e-01 | 
+2025-11-24 20:18:31,659 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 069/100 | step 00005/00625 | lr 1.920e-02 | atrl 2.101e+00 | trl0 2.069e+00 | nm 1.061e+02 | nmx 2.954e-01 | 
+2025-11-24 20:18:35,401 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 069/100 | step 00006/00625 | lr 1.920e-02 | atrl 2.124e+00 | trl0 2.080e+00 | nm 1.061e+02 | nmx 3.268e-01 | 
+2025-11-24 20:18:39,142 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 069/100 | step 00007/00625 | lr 1.920e-02 | atrl 2.158e+00 | trl0 2.106e+00 | nm 1.061e+02 | nmx 3.529e-01 | 
+2025-11-24 20:18:42,884 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 069/100 | step 00008/00625 | lr 1.920e-02 | atrl 2.053e+00 | trl0 1.991e+00 | nm 1.061e+02 | nmx 3.738e-01 | 
+2025-11-24 20:18:46,625 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 069/100 | step 00009/00625 | lr 1.920e-02 | atrl 2.192e+00 | trl0 2.115e+00 | nm 1.061e+02 | nmx 3.896e-01 | 
+2025-11-24 20:18:50,365 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 069/100 | step 00010/00625 | lr 1.920e-02 | atrl 2.111e+00 | trl0 2.037e+00 | nm 1.061e+02 | nmx 4.011e-01 | 
+2025-11-24 20:18:54,105 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 069/100 | step 00011/00625 | lr 1.920e-02 | atrl 2.140e+00 | trl0 2.064e+00 | nm 1.061e+02 | nmx 4.091e-01 | 
+2025-11-24 20:18:57,846 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 069/100 | step 00012/00625 | lr 1.920e-02 | atrl 2.109e+00 | trl0 2.026e+00 | nm 1.061e+02 | nmx 4.139e-01 | 
+2025-11-24 20:19:01,587 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 069/100 | step 00013/00625 | lr 1.920e-02 | atrl 2.137e+00 | trl0 2.056e+00 | nm 1.061e+02 | nmx 4.161e-01 | 
+2025-11-24 20:19:05,325 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 069/100 | step 00014/00625 | lr 1.920e-02 | atrl 2.133e+00 | trl0 2.049e+00 | nm 1.061e+02 | nmx 4.160e-01 | 
+2025-11-24 20:19:09,067 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 069/100 | step 00015/00625 | lr 1.920e-02 | atrl 2.148e+00 | trl0 2.063e+00 | nm 1.061e+02 | nmx 4.143e-01 | 
+2025-11-24 20:19:12,809 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 069/100 | step 00016/00625 | lr 1.920e-02 | atrl 2.075e+00 | trl0 1.994e+00 | nm 1.061e+02 | nmx 4.117e-01 | 
+2025-11-24 20:19:16,551 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 069/100 | step 00017/00625 | lr 1.920e-02 | atrl 2.183e+00 | trl0 2.101e+00 | nm 1.061e+02 | nmx 4.086e-01 | 
+2025-11-24 20:19:20,290 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 069/100 | step 00018/00625 | lr 1.920e-02 | atrl 2.224e+00 | trl0 2.146e+00 | nm 1.061e+02 | nmx 4.058e-01 | 
+2025-11-24 20:19:24,029 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 069/100 | step 00019/00625 | lr 1.920e-02 | atrl 2.125e+00 | trl0 2.040e+00 | nm 1.061e+02 | nmx 4.029e-01 | 
+2025-11-24 20:19:27,770 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 069/100 | step 00020/00625 | lr 1.920e-02 | atrl 2.159e+00 | trl0 2.077e+00 | nm 1.061e+02 | nmx 4.005e-01 | 
+2025-11-24 20:19:31,511 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 069/100 | step 00021/00625 | lr 1.920e-02 | atrl 2.151e+00 | trl0 2.075e+00 | nm 1.061e+02 | nmx 3.988e-01 | 
+2025-11-24 20:19:35,249 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 069/100 | step 00022/00625 | lr 1.920e-02 | atrl 2.120e+00 | trl0 2.043e+00 | nm 1.061e+02 | nmx 3.979e-01 | 
+2025-11-24 20:19:38,992 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 069/100 | step 00023/00625 | lr 1.920e-02 | atrl 2.195e+00 | trl0 2.111e+00 | nm 1.061e+02 | nmx 3.973e-01 | 
+2025-11-24 20:19:42,733 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 069/100 | step 00024/00625 | lr 1.920e-02 | atrl 2.210e+00 | trl0 2.131e+00 | nm 1.061e+02 | nmx 3.976e-01 | 
+2025-11-24 20:19:46,473 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 069/100 | step 00025/00625 | lr 1.920e-02 | atrl 2.151e+00 | trl0 2.070e+00 | nm 1.061e+02 | nmx 3.985e-01 | 
+2025-11-24 20:19:50,214 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 069/100 | step 00026/00625 | lr 1.920e-02 | atrl 2.176e+00 | trl0 2.098e+00 | nm 1.061e+02 | nmx 4.003e-01 | 
+2025-11-24 20:19:53,956 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 069/100 | step 00027/00625 | lr 1.920e-02 | atrl 2.207e+00 | trl0 2.124e+00 | nm 1.061e+02 | nmx 4.024e-01 | 
+2025-11-24 20:19:57,698 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 069/100 | step 00028/00625 | lr 1.920e-02 | atrl 2.113e+00 | trl0 2.034e+00 | nm 1.061e+02 | nmx 4.049e-01 | 
+2025-11-24 20:20:01,438 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 069/100 | step 00029/00625 | lr 1.920e-02 | atrl 2.161e+00 | trl0 2.084e+00 | nm 1.061e+02 | nmx 4.074e-01 | 
+2025-11-24 20:20:05,179 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 069/100 | step 00030/00625 | lr 1.920e-02 | atrl 2.132e+00 | trl0 2.051e+00 | nm 1.061e+02 | nmx 4.098e-01 | 
+2025-11-24 20:20:08,922 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 069/100 | step 00031/00625 | lr 1.920e-02 | atrl 2.176e+00 | trl0 2.093e+00 | nm 1.061e+02 | nmx 4.119e-01 | 
+2025-11-24 20:20:12,663 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 069/100 | step 00032/00625 | lr 1.920e-02 | atrl 2.118e+00 | trl0 2.030e+00 | nm 1.061e+02 | nmx 4.134e-01 | 
+2025-11-24 20:20:16,405 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 069/100 | step 00033/00625 | lr 1.920e-02 | atrl 2.230e+00 | trl0 2.144e+00 | nm 1.061e+02 | nmx 4.144e-01 | 
+2025-11-24 20:20:20,147 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 069/100 | step 00034/00625 | lr 1.920e-02 | atrl 2.227e+00 | trl0 2.138e+00 | nm 1.061e+02 | nmx 4.149e-01 | 
+2025-11-24 20:20:23,887 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 069/100 | step 00035/00625 | lr 1.920e-02 | atrl 2.165e+00 | trl0 2.068e+00 | nm 1.061e+02 | nmx 4.147e-01 | 
+2025-11-24 20:20:27,628 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 069/100 | step 00036/00625 | lr 1.920e-02 | atrl 2.135e+00 | trl0 2.046e+00 | nm 1.061e+02 | nmx 4.144e-01 | 
+2025-11-24 20:20:31,391 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 069/100 | step 00037/00625 | lr 1.920e-02 | atrl 2.173e+00 | trl0 2.086e+00 | nm 1.061e+02 | nmx 4.142e-01 | 
+2025-11-24 20:20:35,133 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 069/100 | step 00038/00625 | lr 1.920e-02 | atrl 2.201e+00 | trl0 2.117e+00 | nm 1.061e+02 | nmx 4.142e-01 | 
+2025-11-24 20:20:38,874 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 069/100 | step 00039/00625 | lr 1.920e-02 | atrl 2.192e+00 | trl0 2.104e+00 | nm 1.061e+02 | nmx 4.140e-01 | 
+2025-11-24 20:20:42,616 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 069/100 | step 00040/00625 | lr 1.920e-02 | atrl 2.137e+00 | trl0 2.051e+00 | nm 1.061e+02 | nmx 4.139e-01 | 
+2025-11-24 20:20:46,357 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 069/100 | step 00041/00625 | lr 1.920e-02 | atrl 2.184e+00 | trl0 2.095e+00 | nm 1.061e+02 | nmx 4.136e-01 | 
+2025-11-24 20:20:50,098 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 069/100 | step 00042/00625 | lr 1.920e-02 | atrl 2.162e+00 | trl0 2.075e+00 | nm 1.061e+02 | nmx 4.136e-01 | 
+2025-11-24 20:20:53,838 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 069/100 | step 00043/00625 | lr 1.920e-02 | atrl 2.169e+00 | trl0 2.080e+00 | nm 1.061e+02 | nmx 4.137e-01 | 
+2025-11-24 20:20:57,580 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 069/100 | step 00044/00625 | lr 1.920e-02 | atrl 2.129e+00 | trl0 2.045e+00 | nm 1.061e+02 | nmx 4.140e-01 | 
+2025-11-24 20:21:01,321 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 069/100 | step 00045/00625 | lr 1.920e-02 | atrl 2.126e+00 | trl0 2.043e+00 | nm 1.061e+02 | nmx 4.146e-01 | 
+2025-11-24 20:21:05,062 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 069/100 | step 00046/00625 | lr 1.920e-02 | atrl 2.165e+00 | trl0 2.076e+00 | nm 1.061e+02 | nmx 4.150e-01 | 
+2025-11-24 20:21:08,803 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 069/100 | step 00047/00625 | lr 1.920e-02 | atrl 2.145e+00 | trl0 2.061e+00 | nm 1.061e+02 | nmx 4.154e-01 | 
+2025-11-24 20:21:12,544 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 069/100 | step 00048/00625 | lr 1.920e-02 | atrl 2.131e+00 | trl0 2.040e+00 | nm 1.061e+02 | nmx 4.154e-01 | 
+2025-11-24 20:21:16,284 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 069/100 | step 00049/00625 | lr 1.920e-02 | atrl 2.153e+00 | trl0 2.069e+00 | nm 1.061e+02 | nmx 4.155e-01 | 
+2025-11-24 20:21:16,865 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 20:21:16,865 | INFO | Starting LR test 3/5: lr=1.0000
+2025-11-24 20:21:16,865 | INFO | Starting EoS for LR factor 1.0000
+2025-11-24 20:21:16,865 | INFO | Starting EoS for checkpoint 68
+2025-11-24 20:21:16,866 | INFO | Starting EoS for model resnet50
+2025-11-24 20:21:17,249 | INFO | Model state successfully loaded
+2025-11-24 20:21:17,489 | INFO | Wrapped model with DDP
+2025-11-24 20:21:17,492 | INFO | Current learning rate: 0.016000000000000004
+2025-11-24 20:21:17,492 | INFO | Original learning rate: 0.016000000000000004
+2025-11-24 20:21:17,498 | INFO | 🎯 Momentum Information:
+2025-11-24 20:21:17,498 | INFO |   Extracted vectors: 161
+2025-11-24 20:21:17,498 | INFO |   Has momentum state: True
+2025-11-24 20:21:24,887 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 069/100 | step 00000/00625 | lr 1.600e-02 | atrl 2.088e+00 | trl0 2.088e+00 | nm 1.061e+02 | nmx 5.055e-02 | 
+2025-11-24 20:21:28,630 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 069/100 | step 00001/00625 | lr 1.600e-02 | atrl 2.090e+00 | trl0 2.089e+00 | nm 1.061e+02 | nmx 9.760e-02 | 
+2025-11-24 20:21:32,373 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 069/100 | step 00002/00625 | lr 1.600e-02 | atrl 2.129e+00 | trl0 2.125e+00 | nm 1.061e+02 | nmx 1.416e-01 | 
+2025-11-24 20:21:36,114 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 069/100 | step 00003/00625 | lr 1.600e-02 | atrl 2.055e+00 | trl0 2.045e+00 | nm 1.061e+02 | nmx 1.820e-01 | 
+2025-11-24 20:21:39,854 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 069/100 | step 00004/00625 | lr 1.600e-02 | atrl 2.076e+00 | trl0 2.061e+00 | nm 1.061e+02 | nmx 2.187e-01 | 
+2025-11-24 20:21:43,595 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 069/100 | step 00005/00625 | lr 1.600e-02 | atrl 2.091e+00 | trl0 2.069e+00 | nm 1.061e+02 | nmx 2.514e-01 | 
+2025-11-24 20:21:47,337 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 069/100 | step 00006/00625 | lr 1.600e-02 | atrl 2.111e+00 | trl0 2.080e+00 | nm 1.061e+02 | nmx 2.800e-01 | 
+2025-11-24 20:21:51,079 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 069/100 | step 00007/00625 | lr 1.600e-02 | atrl 2.143e+00 | trl0 2.106e+00 | nm 1.061e+02 | nmx 3.045e-01 | 
+2025-11-24 20:21:54,820 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 069/100 | step 00008/00625 | lr 1.600e-02 | atrl 2.037e+00 | trl0 1.991e+00 | nm 1.061e+02 | nmx 3.251e-01 | 
+2025-11-24 20:21:58,560 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 069/100 | step 00009/00625 | lr 1.600e-02 | atrl 2.173e+00 | trl0 2.115e+00 | nm 1.061e+02 | nmx 3.416e-01 | 
+2025-11-24 20:22:02,301 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 069/100 | step 00010/00625 | lr 1.600e-02 | atrl 2.093e+00 | trl0 2.037e+00 | nm 1.061e+02 | nmx 3.547e-01 | 
+2025-11-24 20:22:06,043 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 069/100 | step 00011/00625 | lr 1.600e-02 | atrl 2.123e+00 | trl0 2.064e+00 | nm 1.061e+02 | nmx 3.647e-01 | 
+2025-11-24 20:22:09,783 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 069/100 | step 00012/00625 | lr 1.600e-02 | atrl 2.091e+00 | trl0 2.026e+00 | nm 1.061e+02 | nmx 3.720e-01 | 
+2025-11-24 20:22:13,520 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 069/100 | step 00013/00625 | lr 1.600e-02 | atrl 2.119e+00 | trl0 2.056e+00 | nm 1.061e+02 | nmx 3.770e-01 | 
+2025-11-24 20:22:17,261 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 069/100 | step 00014/00625 | lr 1.600e-02 | atrl 2.116e+00 | trl0 2.049e+00 | nm 1.061e+02 | nmx 3.799e-01 | 
+2025-11-24 20:22:21,001 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 069/100 | step 00015/00625 | lr 1.600e-02 | atrl 2.133e+00 | trl0 2.063e+00 | nm 1.061e+02 | nmx 3.810e-01 | 
+2025-11-24 20:22:24,742 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 069/100 | step 00016/00625 | lr 1.600e-02 | atrl 2.061e+00 | trl0 1.994e+00 | nm 1.061e+02 | nmx 3.809e-01 | 
+2025-11-24 20:22:28,483 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 069/100 | step 00017/00625 | lr 1.600e-02 | atrl 2.171e+00 | trl0 2.101e+00 | nm 1.061e+02 | nmx 3.798e-01 | 
+2025-11-24 20:22:32,223 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 069/100 | step 00018/00625 | lr 1.600e-02 | atrl 2.211e+00 | trl0 2.146e+00 | nm 1.061e+02 | nmx 3.783e-01 | 
+2025-11-24 20:22:35,964 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 069/100 | step 00019/00625 | lr 1.600e-02 | atrl 2.112e+00 | trl0 2.040e+00 | nm 1.061e+02 | nmx 3.762e-01 | 
+2025-11-24 20:22:39,706 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 069/100 | step 00020/00625 | lr 1.600e-02 | atrl 2.148e+00 | trl0 2.077e+00 | nm 1.061e+02 | nmx 3.739e-01 | 
+2025-11-24 20:22:43,450 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 069/100 | step 00021/00625 | lr 1.600e-02 | atrl 2.139e+00 | trl0 2.075e+00 | nm 1.061e+02 | nmx 3.718e-01 | 
+2025-11-24 20:22:47,190 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 069/100 | step 00022/00625 | lr 1.600e-02 | atrl 2.107e+00 | trl0 2.043e+00 | nm 1.061e+02 | nmx 3.702e-01 | 
+2025-11-24 20:22:50,930 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 069/100 | step 00023/00625 | lr 1.600e-02 | atrl 2.181e+00 | trl0 2.111e+00 | nm 1.061e+02 | nmx 3.686e-01 | 
+2025-11-24 20:22:54,671 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 069/100 | step 00024/00625 | lr 1.600e-02 | atrl 2.196e+00 | trl0 2.131e+00 | nm 1.061e+02 | nmx 3.677e-01 | 
+2025-11-24 20:22:58,412 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 069/100 | step 00025/00625 | lr 1.600e-02 | atrl 2.139e+00 | trl0 2.070e+00 | nm 1.061e+02 | nmx 3.671e-01 | 
+2025-11-24 20:23:02,156 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 069/100 | step 00026/00625 | lr 1.600e-02 | atrl 2.162e+00 | trl0 2.098e+00 | nm 1.061e+02 | nmx 3.672e-01 | 
+2025-11-24 20:23:05,898 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 069/100 | step 00027/00625 | lr 1.600e-02 | atrl 2.191e+00 | trl0 2.124e+00 | nm 1.061e+02 | nmx 3.679e-01 | 
+2025-11-24 20:23:09,639 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 069/100 | step 00028/00625 | lr 1.600e-02 | atrl 2.098e+00 | trl0 2.034e+00 | nm 1.061e+02 | nmx 3.690e-01 | 
+2025-11-24 20:23:13,380 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 069/100 | step 00029/00625 | lr 1.600e-02 | atrl 2.146e+00 | trl0 2.084e+00 | nm 1.061e+02 | nmx 3.704e-01 | 
+2025-11-24 20:23:17,123 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 069/100 | step 00030/00625 | lr 1.600e-02 | atrl 2.114e+00 | trl0 2.051e+00 | nm 1.061e+02 | nmx 3.721e-01 | 
+2025-11-24 20:23:20,867 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 069/100 | step 00031/00625 | lr 1.600e-02 | atrl 2.159e+00 | trl0 2.093e+00 | nm 1.061e+02 | nmx 3.739e-01 | 
+2025-11-24 20:23:24,606 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 069/100 | step 00032/00625 | lr 1.600e-02 | atrl 2.099e+00 | trl0 2.030e+00 | nm 1.061e+02 | nmx 3.754e-01 | 
+2025-11-24 20:23:28,347 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 069/100 | step 00033/00625 | lr 1.600e-02 | atrl 2.213e+00 | trl0 2.144e+00 | nm 1.061e+02 | nmx 3.767e-01 | 
+2025-11-24 20:23:32,091 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 069/100 | step 00034/00625 | lr 1.600e-02 | atrl 2.209e+00 | trl0 2.138e+00 | nm 1.061e+02 | nmx 3.776e-01 | 
+2025-11-24 20:23:35,832 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 069/100 | step 00035/00625 | lr 1.600e-02 | atrl 2.147e+00 | trl0 2.068e+00 | nm 1.061e+02 | nmx 3.780e-01 | 
+2025-11-24 20:23:39,574 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 069/100 | step 00036/00625 | lr 1.600e-02 | atrl 2.119e+00 | trl0 2.046e+00 | nm 1.061e+02 | nmx 3.782e-01 | 
+2025-11-24 20:23:43,314 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 069/100 | step 00037/00625 | lr 1.600e-02 | atrl 2.157e+00 | trl0 2.086e+00 | nm 1.061e+02 | nmx 3.783e-01 | 
+2025-11-24 20:23:47,056 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 069/100 | step 00038/00625 | lr 1.600e-02 | atrl 2.184e+00 | trl0 2.117e+00 | nm 1.061e+02 | nmx 3.786e-01 | 
+2025-11-24 20:23:50,797 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 069/100 | step 00039/00625 | lr 1.600e-02 | atrl 2.175e+00 | trl0 2.104e+00 | nm 1.061e+02 | nmx 3.787e-01 | 
+2025-11-24 20:23:54,538 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 069/100 | step 00040/00625 | lr 1.600e-02 | atrl 2.121e+00 | trl0 2.051e+00 | nm 1.061e+02 | nmx 3.788e-01 | 
+2025-11-24 20:23:58,279 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 069/100 | step 00041/00625 | lr 1.600e-02 | atrl 2.167e+00 | trl0 2.095e+00 | nm 1.061e+02 | nmx 3.788e-01 | 
+2025-11-24 20:24:02,020 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 069/100 | step 00042/00625 | lr 1.600e-02 | atrl 2.146e+00 | trl0 2.075e+00 | nm 1.061e+02 | nmx 3.787e-01 | 
+2025-11-24 20:24:05,763 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 069/100 | step 00043/00625 | lr 1.600e-02 | atrl 2.154e+00 | trl0 2.080e+00 | nm 1.061e+02 | nmx 3.787e-01 | 
+2025-11-24 20:24:09,505 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 069/100 | step 00044/00625 | lr 1.600e-02 | atrl 2.113e+00 | trl0 2.045e+00 | nm 1.061e+02 | nmx 3.788e-01 | 
+2025-11-24 20:24:13,245 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 069/100 | step 00045/00625 | lr 1.600e-02 | atrl 2.110e+00 | trl0 2.043e+00 | nm 1.061e+02 | nmx 3.791e-01 | 
+2025-11-24 20:24:16,986 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 069/100 | step 00046/00625 | lr 1.600e-02 | atrl 2.149e+00 | trl0 2.076e+00 | nm 1.061e+02 | nmx 3.793e-01 | 
+2025-11-24 20:24:20,727 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 069/100 | step 00047/00625 | lr 1.600e-02 | atrl 2.128e+00 | trl0 2.061e+00 | nm 1.061e+02 | nmx 3.797e-01 | 
+2025-11-24 20:24:24,468 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 069/100 | step 00048/00625 | lr 1.600e-02 | atrl 2.114e+00 | trl0 2.040e+00 | nm 1.061e+02 | nmx 3.798e-01 | 
+2025-11-24 20:24:28,208 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 069/100 | step 00049/00625 | lr 1.600e-02 | atrl 2.138e+00 | trl0 2.069e+00 | nm 1.061e+02 | nmx 3.800e-01 | 
+2025-11-24 20:24:28,742 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 20:24:28,742 | INFO | Starting LR test 4/5: lr=0.8000
+2025-11-24 20:24:28,742 | INFO | Starting EoS for LR factor 0.8000
+2025-11-24 20:24:28,742 | INFO | Starting EoS for checkpoint 68
+2025-11-24 20:24:28,742 | INFO | Starting EoS for model resnet50
+2025-11-24 20:24:29,125 | INFO | Model state successfully loaded
+2025-11-24 20:24:29,348 | INFO | Wrapped model with DDP
+2025-11-24 20:24:29,351 | INFO | Current learning rate: 0.012800000000000002
+2025-11-24 20:24:29,351 | INFO | Original learning rate: 0.016000000000000004
+2025-11-24 20:24:29,356 | INFO | 🎯 Momentum Information:
+2025-11-24 20:24:29,356 | INFO |   Extracted vectors: 161
+2025-11-24 20:24:29,356 | INFO |   Has momentum state: True
+2025-11-24 20:24:36,673 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 069/100 | step 00000/00625 | lr 1.280e-02 | atrl 2.088e+00 | trl0 2.088e+00 | nm 1.061e+02 | nmx 4.044e-02 | 
+2025-11-24 20:24:40,413 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 069/100 | step 00001/00625 | lr 1.280e-02 | atrl 2.090e+00 | trl0 2.089e+00 | nm 1.061e+02 | nmx 7.824e-02 | 
+2025-11-24 20:24:44,155 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 069/100 | step 00002/00625 | lr 1.280e-02 | atrl 2.127e+00 | trl0 2.125e+00 | nm 1.061e+02 | nmx 1.139e-01 | 
+2025-11-24 20:24:47,895 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 069/100 | step 00003/00625 | lr 1.280e-02 | atrl 2.051e+00 | trl0 2.045e+00 | nm 1.061e+02 | nmx 1.471e-01 | 
+2025-11-24 20:24:51,635 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 069/100 | step 00004/00625 | lr 1.280e-02 | atrl 2.070e+00 | trl0 2.061e+00 | nm 1.061e+02 | nmx 1.776e-01 | 
+2025-11-24 20:24:55,376 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 069/100 | step 00005/00625 | lr 1.280e-02 | atrl 2.082e+00 | trl0 2.069e+00 | nm 1.061e+02 | nmx 2.055e-01 | 
+2025-11-24 20:24:59,115 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 069/100 | step 00006/00625 | lr 1.280e-02 | atrl 2.100e+00 | trl0 2.080e+00 | nm 1.061e+02 | nmx 2.304e-01 | 
+2025-11-24 20:25:02,854 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 069/100 | step 00007/00625 | lr 1.280e-02 | atrl 2.129e+00 | trl0 2.106e+00 | nm 1.061e+02 | nmx 2.525e-01 | 
+2025-11-24 20:25:06,594 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 069/100 | step 00008/00625 | lr 1.280e-02 | atrl 2.022e+00 | trl0 1.991e+00 | nm 1.061e+02 | nmx 2.717e-01 | 
+2025-11-24 20:25:10,334 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 069/100 | step 00009/00625 | lr 1.280e-02 | atrl 2.155e+00 | trl0 2.115e+00 | nm 1.061e+02 | nmx 2.878e-01 | 
+2025-11-24 20:25:14,076 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 069/100 | step 00010/00625 | lr 1.280e-02 | atrl 2.076e+00 | trl0 2.037e+00 | nm 1.061e+02 | nmx 3.014e-01 | 
+2025-11-24 20:25:17,816 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 069/100 | step 00011/00625 | lr 1.280e-02 | atrl 2.105e+00 | trl0 2.064e+00 | nm 1.061e+02 | nmx 3.126e-01 | 
+2025-11-24 20:25:21,556 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 069/100 | step 00012/00625 | lr 1.280e-02 | atrl 2.073e+00 | trl0 2.026e+00 | nm 1.061e+02 | nmx 3.217e-01 | 
+2025-11-24 20:25:25,297 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 069/100 | step 00013/00625 | lr 1.280e-02 | atrl 2.101e+00 | trl0 2.056e+00 | nm 1.061e+02 | nmx 3.289e-01 | 
+2025-11-24 20:25:29,038 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 069/100 | step 00014/00625 | lr 1.280e-02 | atrl 2.097e+00 | trl0 2.049e+00 | nm 1.061e+02 | nmx 3.343e-01 | 
+2025-11-24 20:25:32,779 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 069/100 | step 00015/00625 | lr 1.280e-02 | atrl 2.116e+00 | trl0 2.063e+00 | nm 1.061e+02 | nmx 3.381e-01 | 
+2025-11-24 20:25:36,520 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 069/100 | step 00016/00625 | lr 1.280e-02 | atrl 2.045e+00 | trl0 1.994e+00 | nm 1.061e+02 | nmx 3.407e-01 | 
+2025-11-24 20:25:40,260 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 069/100 | step 00017/00625 | lr 1.280e-02 | atrl 2.156e+00 | trl0 2.101e+00 | nm 1.061e+02 | nmx 3.420e-01 | 
+2025-11-24 20:25:44,000 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 069/100 | step 00018/00625 | lr 1.280e-02 | atrl 2.197e+00 | trl0 2.146e+00 | nm 1.061e+02 | nmx 3.426e-01 | 
+2025-11-24 20:25:47,740 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 069/100 | step 00019/00625 | lr 1.280e-02 | atrl 2.098e+00 | trl0 2.040e+00 | nm 1.061e+02 | nmx 3.423e-01 | 
+2025-11-24 20:25:51,482 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 069/100 | step 00020/00625 | lr 1.280e-02 | atrl 2.136e+00 | trl0 2.077e+00 | nm 1.061e+02 | nmx 3.414e-01 | 
+2025-11-24 20:25:55,223 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 069/100 | step 00021/00625 | lr 1.280e-02 | atrl 2.127e+00 | trl0 2.075e+00 | nm 1.061e+02 | nmx 3.403e-01 | 
+2025-11-24 20:25:58,966 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 069/100 | step 00022/00625 | lr 1.280e-02 | atrl 2.095e+00 | trl0 2.043e+00 | nm 1.061e+02 | nmx 3.391e-01 | 
+2025-11-24 20:26:02,706 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 069/100 | step 00023/00625 | lr 1.280e-02 | atrl 2.167e+00 | trl0 2.111e+00 | nm 1.061e+02 | nmx 3.377e-01 | 
+2025-11-24 20:26:06,447 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 069/100 | step 00024/00625 | lr 1.280e-02 | atrl 2.183e+00 | trl0 2.131e+00 | nm 1.061e+02 | nmx 3.365e-01 | 
+2025-11-24 20:26:10,190 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 069/100 | step 00025/00625 | lr 1.280e-02 | atrl 2.126e+00 | trl0 2.070e+00 | nm 1.061e+02 | nmx 3.354e-01 | 
+2025-11-24 20:26:13,933 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 069/100 | step 00026/00625 | lr 1.280e-02 | atrl 2.150e+00 | trl0 2.098e+00 | nm 1.061e+02 | nmx 3.346e-01 | 
+2025-11-24 20:26:17,675 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 069/100 | step 00027/00625 | lr 1.280e-02 | atrl 2.176e+00 | trl0 2.124e+00 | nm 1.061e+02 | nmx 3.341e-01 | 
+2025-11-24 20:26:21,415 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 069/100 | step 00028/00625 | lr 1.280e-02 | atrl 2.085e+00 | trl0 2.034e+00 | nm 1.061e+02 | nmx 3.339e-01 | 
+2025-11-24 20:26:25,156 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 069/100 | step 00029/00625 | lr 1.280e-02 | atrl 2.133e+00 | trl0 2.084e+00 | nm 1.061e+02 | nmx 3.341e-01 | 
+2025-11-24 20:26:28,899 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 069/100 | step 00030/00625 | lr 1.280e-02 | atrl 2.098e+00 | trl0 2.051e+00 | nm 1.061e+02 | nmx 3.346e-01 | 
+2025-11-24 20:26:32,640 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 069/100 | step 00031/00625 | lr 1.280e-02 | atrl 2.144e+00 | trl0 2.093e+00 | nm 1.061e+02 | nmx 3.353e-01 | 
+2025-11-24 20:26:36,380 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 069/100 | step 00032/00625 | lr 1.280e-02 | atrl 2.082e+00 | trl0 2.030e+00 | nm 1.061e+02 | nmx 3.361e-01 | 
+2025-11-24 20:26:40,118 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 069/100 | step 00033/00625 | lr 1.280e-02 | atrl 2.196e+00 | trl0 2.144e+00 | nm 1.061e+02 | nmx 3.368e-01 | 
+2025-11-24 20:26:43,860 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 069/100 | step 00034/00625 | lr 1.280e-02 | atrl 2.192e+00 | trl0 2.138e+00 | nm 1.061e+02 | nmx 3.375e-01 | 
+2025-11-24 20:26:47,602 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 069/100 | step 00035/00625 | lr 1.280e-02 | atrl 2.129e+00 | trl0 2.068e+00 | nm 1.061e+02 | nmx 3.379e-01 | 
+2025-11-24 20:26:51,342 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 069/100 | step 00036/00625 | lr 1.280e-02 | atrl 2.102e+00 | trl0 2.046e+00 | nm 1.061e+02 | nmx 3.382e-01 | 
+2025-11-24 20:26:55,082 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 069/100 | step 00037/00625 | lr 1.280e-02 | atrl 2.140e+00 | trl0 2.086e+00 | nm 1.061e+02 | nmx 3.384e-01 | 
+2025-11-24 20:26:58,824 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 069/100 | step 00038/00625 | lr 1.280e-02 | atrl 2.167e+00 | trl0 2.117e+00 | nm 1.061e+02 | nmx 3.389e-01 | 
+2025-11-24 20:27:02,565 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 069/100 | step 00039/00625 | lr 1.280e-02 | atrl 2.159e+00 | trl0 2.104e+00 | nm 1.061e+02 | nmx 3.392e-01 | 
+2025-11-24 20:27:06,309 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 069/100 | step 00040/00625 | lr 1.280e-02 | atrl 2.104e+00 | trl0 2.051e+00 | nm 1.061e+02 | nmx 3.396e-01 | 
+2025-11-24 20:27:10,049 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 069/100 | step 00041/00625 | lr 1.280e-02 | atrl 2.151e+00 | trl0 2.095e+00 | nm 1.061e+02 | nmx 3.398e-01 | 
+2025-11-24 20:27:13,793 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 069/100 | step 00042/00625 | lr 1.280e-02 | atrl 2.130e+00 | trl0 2.075e+00 | nm 1.061e+02 | nmx 3.400e-01 | 
+2025-11-24 20:27:17,533 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 069/100 | step 00043/00625 | lr 1.280e-02 | atrl 2.138e+00 | trl0 2.080e+00 | nm 1.061e+02 | nmx 3.400e-01 | 
+2025-11-24 20:27:21,273 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 069/100 | step 00044/00625 | lr 1.280e-02 | atrl 2.097e+00 | trl0 2.045e+00 | nm 1.061e+02 | nmx 3.402e-01 | 
+2025-11-24 20:27:25,013 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 069/100 | step 00045/00625 | lr 1.280e-02 | atrl 2.095e+00 | trl0 2.043e+00 | nm 1.061e+02 | nmx 3.405e-01 | 
+2025-11-24 20:27:28,756 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 069/100 | step 00046/00625 | lr 1.280e-02 | atrl 2.133e+00 | trl0 2.076e+00 | nm 1.061e+02 | nmx 3.406e-01 | 
+2025-11-24 20:27:32,497 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 069/100 | step 00047/00625 | lr 1.280e-02 | atrl 2.113e+00 | trl0 2.061e+00 | nm 1.061e+02 | nmx 3.409e-01 | 
+2025-11-24 20:27:36,237 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 069/100 | step 00048/00625 | lr 1.280e-02 | atrl 2.098e+00 | trl0 2.040e+00 | nm 1.061e+02 | nmx 3.411e-01 | 
+2025-11-24 20:27:39,977 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 069/100 | step 00049/00625 | lr 1.280e-02 | atrl 2.122e+00 | trl0 2.069e+00 | nm 1.061e+02 | nmx 3.413e-01 | 
+2025-11-24 20:27:40,404 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 20:27:40,404 | INFO | Starting LR test 5/5: lr=0.6000
+2025-11-24 20:27:40,404 | INFO | Starting EoS for LR factor 0.6000
+2025-11-24 20:27:40,404 | INFO | Starting EoS for checkpoint 68
+2025-11-24 20:27:40,404 | INFO | Starting EoS for model resnet50
+2025-11-24 20:27:40,787 | INFO | Model state successfully loaded
+2025-11-24 20:27:41,127 | INFO | Wrapped model with DDP
+2025-11-24 20:27:41,129 | INFO | Current learning rate: 0.009600000000000003
+2025-11-24 20:27:41,129 | INFO | Original learning rate: 0.016000000000000004
+2025-11-24 20:27:41,133 | INFO | 🎯 Momentum Information:
+2025-11-24 20:27:41,133 | INFO |   Extracted vectors: 161
+2025-11-24 20:27:41,133 | INFO |   Has momentum state: True
+2025-11-24 20:27:48,514 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 069/100 | step 00000/00625 | lr 9.600e-03 | atrl 2.088e+00 | trl0 2.088e+00 | nm 1.061e+02 | nmx 3.033e-02 | 
+2025-11-24 20:27:52,256 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 069/100 | step 00001/00625 | lr 9.600e-03 | atrl 2.089e+00 | trl0 2.089e+00 | nm 1.061e+02 | nmx 5.881e-02 | 
+2025-11-24 20:27:56,001 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 069/100 | step 00002/00625 | lr 9.600e-03 | atrl 2.126e+00 | trl0 2.125e+00 | nm 1.061e+02 | nmx 8.590e-02 | 
+2025-11-24 20:27:59,743 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 069/100 | step 00003/00625 | lr 9.600e-03 | atrl 2.048e+00 | trl0 2.045e+00 | nm 1.061e+02 | nmx 1.114e-01 | 
+2025-11-24 20:28:03,482 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 069/100 | step 00004/00625 | lr 9.600e-03 | atrl 2.065e+00 | trl0 2.061e+00 | nm 1.061e+02 | nmx 1.353e-01 | 
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diff --git a/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-72/train.jsonl b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-72/train.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..0e9f6f43d320a9d3ef304e8638ba8092c7f6626f
--- /dev/null
+++ b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-72/train.jsonl
@@ -0,0 +1,250 @@
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diff --git a/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-72/train.log b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-72/train.log
new file mode 100644
index 0000000000000000000000000000000000000000..217c471ff27b53d20f9e4c9660e8a0e32e6a4353
--- /dev/null
+++ b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-72/train.log
@@ -0,0 +1,311 @@
+2025-11-24 20:31:05,175 | INFO | LR factors: [1.4 1.2 1.  0.8 0.6]
+2025-11-24 20:31:07,384 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 20:31:07,384 | INFO | Starting LR test 1/5: lr=1.4000
+2025-11-24 20:31:07,384 | INFO | Starting EoS for LR factor 1.4000
+2025-11-24 20:31:07,385 | INFO | Starting EoS for checkpoint 72
+2025-11-24 20:31:07,385 | INFO | Starting EoS for model resnet50
+2025-11-24 20:31:07,890 | INFO | Model state successfully loaded
+2025-11-24 20:31:09,234 | INFO | Wrapped model with DDP
+2025-11-24 20:31:09,236 | INFO | Current learning rate: 0.022400000000000003
+2025-11-24 20:31:09,237 | INFO | Original learning rate: 0.016000000000000004
+2025-11-24 20:31:09,261 | INFO | 🎯 Momentum Information:
+2025-11-24 20:31:09,261 | INFO |   Extracted vectors: 161
+2025-11-24 20:31:09,261 | INFO |   Has momentum state: True
+2025-11-24 20:31:18,198 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 073/100 | step 00000/00625 | lr 2.240e-02 | atrl 2.012e+00 | trl0 2.012e+00 | nm 1.034e+02 | nmx 7.645e-02 | 
+2025-11-24 20:31:22,036 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 073/100 | step 00001/00625 | lr 2.240e-02 | atrl 2.000e+00 | trl0 1.997e+00 | nm 1.034e+02 | nmx 1.469e-01 | 
+2025-11-24 20:31:25,779 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 073/100 | step 00002/00625 | lr 2.240e-02 | atrl 2.047e+00 | trl0 2.036e+00 | nm 1.034e+02 | nmx 2.117e-01 | 
+2025-11-24 20:31:29,522 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 073/100 | step 00003/00625 | lr 2.240e-02 | atrl 2.082e+00 | trl0 2.059e+00 | nm 1.034e+02 | nmx 2.701e-01 | 
+2025-11-24 20:31:33,269 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 073/100 | step 00004/00625 | lr 2.240e-02 | atrl 2.059e+00 | trl0 2.021e+00 | nm 1.034e+02 | nmx 3.212e-01 | 
+2025-11-24 20:31:37,018 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 073/100 | step 00005/00625 | lr 2.240e-02 | atrl 2.066e+00 | trl0 2.009e+00 | nm 1.034e+02 | nmx 3.643e-01 | 
+2025-11-24 20:31:40,763 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 073/100 | step 00006/00625 | lr 2.240e-02 | atrl 2.088e+00 | trl0 2.015e+00 | nm 1.034e+02 | nmx 3.995e-01 | 
+2025-11-24 20:31:44,509 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 073/100 | step 00007/00625 | lr 2.240e-02 | atrl 2.175e+00 | trl0 2.095e+00 | nm 1.034e+02 | nmx 4.275e-01 | 
+2025-11-24 20:31:48,254 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 073/100 | step 00008/00625 | lr 2.240e-02 | atrl 2.137e+00 | trl0 2.044e+00 | nm 1.034e+02 | nmx 4.487e-01 | 
+2025-11-24 20:31:51,997 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 073/100 | step 00009/00625 | lr 2.240e-02 | atrl 2.169e+00 | trl0 2.062e+00 | nm 1.034e+02 | nmx 4.635e-01 | 
+2025-11-24 20:31:55,741 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 073/100 | step 00010/00625 | lr 2.240e-02 | atrl 2.162e+00 | trl0 2.052e+00 | nm 1.034e+02 | nmx 4.729e-01 | 
+2025-11-24 20:31:59,483 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 073/100 | step 00011/00625 | lr 2.240e-02 | atrl 2.186e+00 | trl0 2.071e+00 | nm 1.034e+02 | nmx 4.778e-01 | 
+2025-11-24 20:32:03,228 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 073/100 | step 00012/00625 | lr 2.240e-02 | atrl 2.155e+00 | trl0 2.047e+00 | nm 1.034e+02 | nmx 4.796e-01 | 
+2025-11-24 20:32:06,975 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 073/100 | step 00013/00625 | lr 2.240e-02 | atrl 2.138e+00 | trl0 2.031e+00 | nm 1.034e+02 | nmx 4.790e-01 | 
+2025-11-24 20:32:10,718 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 073/100 | step 00014/00625 | lr 2.240e-02 | atrl 2.147e+00 | trl0 2.031e+00 | nm 1.034e+02 | nmx 4.766e-01 | 
+2025-11-24 20:32:14,461 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 073/100 | step 00015/00625 | lr 2.240e-02 | atrl 2.175e+00 | trl0 2.061e+00 | nm 1.034e+02 | nmx 4.731e-01 | 
+2025-11-24 20:32:18,205 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 073/100 | step 00016/00625 | lr 2.240e-02 | atrl 2.135e+00 | trl0 2.022e+00 | nm 1.034e+02 | nmx 4.694e-01 | 
+2025-11-24 20:32:21,946 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 073/100 | step 00017/00625 | lr 2.240e-02 | atrl 2.182e+00 | trl0 2.066e+00 | nm 1.034e+02 | nmx 4.660e-01 | 
+2025-11-24 20:32:25,691 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 073/100 | step 00018/00625 | lr 2.240e-02 | atrl 2.184e+00 | trl0 2.081e+00 | nm 1.034e+02 | nmx 4.638e-01 | 
+2025-11-24 20:32:29,435 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 073/100 | step 00019/00625 | lr 2.240e-02 | atrl 2.167e+00 | trl0 2.063e+00 | nm 1.034e+02 | nmx 4.632e-01 | 
+2025-11-24 20:32:33,175 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 073/100 | step 00020/00625 | lr 2.240e-02 | atrl 2.141e+00 | trl0 2.035e+00 | nm 1.034e+02 | nmx 4.638e-01 | 
+2025-11-24 20:32:36,920 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 073/100 | step 00021/00625 | lr 2.240e-02 | atrl 2.124e+00 | trl0 2.008e+00 | nm 1.034e+02 | nmx 4.648e-01 | 
+2025-11-24 20:32:40,662 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 073/100 | step 00022/00625 | lr 2.240e-02 | atrl 2.162e+00 | trl0 2.052e+00 | nm 1.034e+02 | nmx 4.664e-01 | 
+2025-11-24 20:32:44,407 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 073/100 | step 00023/00625 | lr 2.240e-02 | atrl 2.178e+00 | trl0 2.068e+00 | nm 1.034e+02 | nmx 4.685e-01 | 
+2025-11-24 20:32:48,149 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 073/100 | step 00024/00625 | lr 2.240e-02 | atrl 2.089e+00 | trl0 1.984e+00 | nm 1.034e+02 | nmx 4.712e-01 | 
+2025-11-24 20:32:51,891 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 073/100 | step 00025/00625 | lr 2.240e-02 | atrl 2.159e+00 | trl0 2.048e+00 | nm 1.034e+02 | nmx 4.739e-01 | 
+2025-11-24 20:32:55,634 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 073/100 | step 00026/00625 | lr 2.240e-02 | atrl 2.160e+00 | trl0 2.042e+00 | nm 1.034e+02 | nmx 4.762e-01 | 
+2025-11-24 20:32:59,375 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 073/100 | step 00027/00625 | lr 2.240e-02 | atrl 2.238e+00 | trl0 2.124e+00 | nm 1.034e+02 | nmx 4.785e-01 | 
+2025-11-24 20:33:03,117 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 073/100 | step 00028/00625 | lr 2.240e-02 | atrl 2.131e+00 | trl0 2.017e+00 | nm 1.034e+02 | nmx 4.808e-01 | 
+2025-11-24 20:33:06,859 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 073/100 | step 00029/00625 | lr 2.240e-02 | atrl 2.123e+00 | trl0 2.004e+00 | nm 1.034e+02 | nmx 4.823e-01 | 
+2025-11-24 20:33:10,601 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 073/100 | step 00030/00625 | lr 2.240e-02 | atrl 2.163e+00 | trl0 2.042e+00 | nm 1.034e+02 | nmx 4.831e-01 | 
+2025-11-24 20:33:14,342 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 073/100 | step 00031/00625 | lr 2.240e-02 | atrl 2.172e+00 | trl0 2.059e+00 | nm 1.034e+02 | nmx 4.838e-01 | 
+2025-11-24 20:33:18,082 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 073/100 | step 00032/00625 | lr 2.240e-02 | atrl 2.132e+00 | trl0 2.013e+00 | nm 1.034e+02 | nmx 4.839e-01 | 
+2025-11-24 20:33:21,822 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 073/100 | step 00033/00625 | lr 2.240e-02 | atrl 2.139e+00 | trl0 2.015e+00 | nm 1.034e+02 | nmx 4.834e-01 | 
+2025-11-24 20:33:25,563 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 073/100 | step 00034/00625 | lr 2.240e-02 | atrl 2.129e+00 | trl0 2.007e+00 | nm 1.034e+02 | nmx 4.822e-01 | 
+2025-11-24 20:33:29,304 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 073/100 | step 00035/00625 | lr 2.240e-02 | atrl 2.145e+00 | trl0 2.030e+00 | nm 1.034e+02 | nmx 4.808e-01 | 
+2025-11-24 20:33:33,050 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 073/100 | step 00036/00625 | lr 2.240e-02 | atrl 2.136e+00 | trl0 2.021e+00 | nm 1.034e+02 | nmx 4.792e-01 | 
+2025-11-24 20:33:36,793 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 073/100 | step 00037/00625 | lr 2.240e-02 | atrl 2.231e+00 | trl0 2.114e+00 | nm 1.034e+02 | nmx 4.774e-01 | 
+2025-11-24 20:33:40,535 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 073/100 | step 00038/00625 | lr 2.240e-02 | atrl 2.157e+00 | trl0 2.041e+00 | nm 1.034e+02 | nmx 4.761e-01 | 
+2025-11-24 20:33:44,276 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 073/100 | step 00039/00625 | lr 2.240e-02 | atrl 2.150e+00 | trl0 2.033e+00 | nm 1.034e+02 | nmx 4.751e-01 | 
+2025-11-24 20:33:48,018 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 073/100 | step 00040/00625 | lr 2.240e-02 | atrl 2.145e+00 | trl0 2.037e+00 | nm 1.034e+02 | nmx 4.748e-01 | 
+2025-11-24 20:33:51,758 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 073/100 | step 00041/00625 | lr 2.240e-02 | atrl 2.205e+00 | trl0 2.091e+00 | nm 1.034e+02 | nmx 4.746e-01 | 
+2025-11-24 20:33:55,499 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 073/100 | step 00042/00625 | lr 2.240e-02 | atrl 2.109e+00 | trl0 1.992e+00 | nm 1.034e+02 | nmx 4.745e-01 | 
+2025-11-24 20:33:59,239 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 073/100 | step 00043/00625 | lr 2.240e-02 | atrl 2.130e+00 | trl0 2.016e+00 | nm 1.034e+02 | nmx 4.746e-01 | 
+2025-11-24 20:34:02,981 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 073/100 | step 00044/00625 | lr 2.240e-02 | atrl 2.116e+00 | trl0 2.001e+00 | nm 1.034e+02 | nmx 4.750e-01 | 
+2025-11-24 20:34:06,722 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 073/100 | step 00045/00625 | lr 2.240e-02 | atrl 2.229e+00 | trl0 2.111e+00 | nm 1.034e+02 | nmx 4.754e-01 | 
+2025-11-24 20:34:10,464 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 073/100 | step 00046/00625 | lr 2.240e-02 | atrl 2.141e+00 | trl0 2.030e+00 | nm 1.034e+02 | nmx 4.764e-01 | 
+2025-11-24 20:34:14,204 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 073/100 | step 00047/00625 | lr 2.240e-02 | atrl 2.160e+00 | trl0 2.042e+00 | nm 1.034e+02 | nmx 4.772e-01 | 
+2025-11-24 20:34:17,946 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 073/100 | step 00048/00625 | lr 2.240e-02 | atrl 2.139e+00 | trl0 2.017e+00 | nm 1.034e+02 | nmx 4.776e-01 | 
+2025-11-24 20:34:21,685 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 073/100 | step 00049/00625 | lr 2.240e-02 | atrl 2.174e+00 | trl0 2.057e+00 | nm 1.034e+02 | nmx 4.780e-01 | 
+2025-11-24 20:34:21,998 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 20:34:21,998 | INFO | Starting LR test 2/5: lr=1.2000
+2025-11-24 20:34:21,998 | INFO | Starting EoS for LR factor 1.2000
+2025-11-24 20:34:21,998 | INFO | Starting EoS for checkpoint 72
+2025-11-24 20:34:21,999 | INFO | Starting EoS for model resnet50
+2025-11-24 20:34:22,389 | INFO | Model state successfully loaded
+2025-11-24 20:34:22,659 | INFO | Wrapped model with DDP
+2025-11-24 20:34:22,661 | INFO | Current learning rate: 0.019200000000000005
+2025-11-24 20:34:22,661 | INFO | Original learning rate: 0.016000000000000004
+2025-11-24 20:34:22,685 | INFO | 🎯 Momentum Information:
+2025-11-24 20:34:22,685 | INFO |   Extracted vectors: 161
+2025-11-24 20:34:22,685 | INFO |   Has momentum state: True
+2025-11-24 20:34:30,449 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 073/100 | step 00000/00625 | lr 1.920e-02 | atrl 2.012e+00 | trl0 2.012e+00 | nm 1.034e+02 | nmx 6.553e-02 | 
+2025-11-24 20:34:34,189 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 073/100 | step 00001/00625 | lr 1.920e-02 | atrl 1.999e+00 | trl0 1.997e+00 | nm 1.034e+02 | nmx 1.262e-01 | 
+2025-11-24 20:34:37,929 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 073/100 | step 00002/00625 | lr 1.920e-02 | atrl 2.044e+00 | trl0 2.036e+00 | nm 1.034e+02 | nmx 1.825e-01 | 
+2025-11-24 20:34:41,669 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 073/100 | step 00003/00625 | lr 1.920e-02 | atrl 2.075e+00 | trl0 2.059e+00 | nm 1.034e+02 | nmx 2.338e-01 | 
+2025-11-24 20:34:45,409 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 073/100 | step 00004/00625 | lr 1.920e-02 | atrl 2.049e+00 | trl0 2.021e+00 | nm 1.034e+02 | nmx 2.794e-01 | 
+2025-11-24 20:34:49,152 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 073/100 | step 00005/00625 | lr 1.920e-02 | atrl 2.052e+00 | trl0 2.009e+00 | nm 1.034e+02 | nmx 3.188e-01 | 
+2025-11-24 20:34:52,893 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 073/100 | step 00006/00625 | lr 1.920e-02 | atrl 2.071e+00 | trl0 2.015e+00 | nm 1.034e+02 | nmx 3.519e-01 | 
+2025-11-24 20:34:56,633 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 073/100 | step 00007/00625 | lr 1.920e-02 | atrl 2.156e+00 | trl0 2.095e+00 | nm 1.034e+02 | nmx 3.793e-01 | 
+2025-11-24 20:35:00,375 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 073/100 | step 00008/00625 | lr 1.920e-02 | atrl 2.116e+00 | trl0 2.044e+00 | nm 1.034e+02 | nmx 4.012e-01 | 
+2025-11-24 20:35:04,114 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 073/100 | step 00009/00625 | lr 1.920e-02 | atrl 2.147e+00 | trl0 2.062e+00 | nm 1.034e+02 | nmx 4.178e-01 | 
+2025-11-24 20:35:07,856 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 073/100 | step 00010/00625 | lr 1.920e-02 | atrl 2.140e+00 | trl0 2.052e+00 | nm 1.034e+02 | nmx 4.299e-01 | 
+2025-11-24 20:35:11,598 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 073/100 | step 00011/00625 | lr 1.920e-02 | atrl 2.165e+00 | trl0 2.071e+00 | nm 1.034e+02 | nmx 4.379e-01 | 
+2025-11-24 20:35:15,339 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 073/100 | step 00012/00625 | lr 1.920e-02 | atrl 2.136e+00 | trl0 2.047e+00 | nm 1.034e+02 | nmx 4.429e-01 | 
+2025-11-24 20:35:19,080 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 073/100 | step 00013/00625 | lr 1.920e-02 | atrl 2.120e+00 | trl0 2.031e+00 | nm 1.034e+02 | nmx 4.455e-01 | 
+2025-11-24 20:35:22,821 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 073/100 | step 00014/00625 | lr 1.920e-02 | atrl 2.131e+00 | trl0 2.031e+00 | nm 1.034e+02 | nmx 4.459e-01 | 
+2025-11-24 20:35:26,563 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 073/100 | step 00015/00625 | lr 1.920e-02 | atrl 2.160e+00 | trl0 2.061e+00 | nm 1.034e+02 | nmx 4.446e-01 | 
+2025-11-24 20:35:30,305 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 073/100 | step 00016/00625 | lr 1.920e-02 | atrl 2.122e+00 | trl0 2.022e+00 | nm 1.034e+02 | nmx 4.423e-01 | 
+2025-11-24 20:35:34,047 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 073/100 | step 00017/00625 | lr 1.920e-02 | atrl 2.167e+00 | trl0 2.066e+00 | nm 1.034e+02 | nmx 4.396e-01 | 
+2025-11-24 20:35:37,789 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 073/100 | step 00018/00625 | lr 1.920e-02 | atrl 2.171e+00 | trl0 2.081e+00 | nm 1.034e+02 | nmx 4.373e-01 | 
+2025-11-24 20:35:41,531 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 073/100 | step 00019/00625 | lr 1.920e-02 | atrl 2.154e+00 | trl0 2.063e+00 | nm 1.034e+02 | nmx 4.357e-01 | 
+2025-11-24 20:35:45,274 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 073/100 | step 00020/00625 | lr 1.920e-02 | atrl 2.127e+00 | trl0 2.035e+00 | nm 1.034e+02 | nmx 4.350e-01 | 
+2025-11-24 20:35:49,016 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 073/100 | step 00021/00625 | lr 1.920e-02 | atrl 2.107e+00 | trl0 2.008e+00 | nm 1.034e+02 | nmx 4.346e-01 | 
+2025-11-24 20:35:52,755 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 073/100 | step 00022/00625 | lr 1.920e-02 | atrl 2.145e+00 | trl0 2.052e+00 | nm 1.034e+02 | nmx 4.347e-01 | 
+2025-11-24 20:35:56,497 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 073/100 | step 00023/00625 | lr 1.920e-02 | atrl 2.162e+00 | trl0 2.068e+00 | nm 1.034e+02 | nmx 4.352e-01 | 
+2025-11-24 20:36:00,240 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 073/100 | step 00024/00625 | lr 1.920e-02 | atrl 2.072e+00 | trl0 1.984e+00 | nm 1.034e+02 | nmx 4.363e-01 | 
+2025-11-24 20:36:03,981 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 073/100 | step 00025/00625 | lr 1.920e-02 | atrl 2.141e+00 | trl0 2.048e+00 | nm 1.034e+02 | nmx 4.376e-01 | 
+2025-11-24 20:36:07,722 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 073/100 | step 00026/00625 | lr 1.920e-02 | atrl 2.142e+00 | trl0 2.042e+00 | nm 1.034e+02 | nmx 4.389e-01 | 
+2025-11-24 20:36:11,463 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 073/100 | step 00027/00625 | lr 1.920e-02 | atrl 2.218e+00 | trl0 2.124e+00 | nm 1.034e+02 | nmx 4.405e-01 | 
+2025-11-24 20:36:15,207 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 073/100 | step 00028/00625 | lr 1.920e-02 | atrl 2.109e+00 | trl0 2.017e+00 | nm 1.034e+02 | nmx 4.425e-01 | 
+2025-11-24 20:36:18,965 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 073/100 | step 00029/00625 | lr 1.920e-02 | atrl 2.102e+00 | trl0 2.004e+00 | nm 1.034e+02 | nmx 4.442e-01 | 
+2025-11-24 20:36:22,706 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 073/100 | step 00030/00625 | lr 1.920e-02 | atrl 2.144e+00 | trl0 2.042e+00 | nm 1.034e+02 | nmx 4.454e-01 | 
+2025-11-24 20:36:26,448 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 073/100 | step 00031/00625 | lr 1.920e-02 | atrl 2.152e+00 | trl0 2.059e+00 | nm 1.034e+02 | nmx 4.465e-01 | 
+2025-11-24 20:36:30,188 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 073/100 | step 00032/00625 | lr 1.920e-02 | atrl 2.113e+00 | trl0 2.013e+00 | nm 1.034e+02 | nmx 4.471e-01 | 
+2025-11-24 20:36:33,929 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 073/100 | step 00033/00625 | lr 1.920e-02 | atrl 2.119e+00 | trl0 2.015e+00 | nm 1.034e+02 | nmx 4.472e-01 | 
+2025-11-24 20:36:37,671 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 073/100 | step 00034/00625 | lr 1.920e-02 | atrl 2.108e+00 | trl0 2.007e+00 | nm 1.034e+02 | nmx 4.469e-01 | 
+2025-11-24 20:36:41,413 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 073/100 | step 00035/00625 | lr 1.920e-02 | atrl 2.125e+00 | trl0 2.030e+00 | nm 1.034e+02 | nmx 4.464e-01 | 
+2025-11-24 20:36:45,154 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 073/100 | step 00036/00625 | lr 1.920e-02 | atrl 2.118e+00 | trl0 2.021e+00 | nm 1.034e+02 | nmx 4.456e-01 | 
+2025-11-24 20:36:48,896 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 073/100 | step 00037/00625 | lr 1.920e-02 | atrl 2.212e+00 | trl0 2.114e+00 | nm 1.034e+02 | nmx 4.445e-01 | 
+2025-11-24 20:36:52,638 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 073/100 | step 00038/00625 | lr 1.920e-02 | atrl 2.141e+00 | trl0 2.041e+00 | nm 1.034e+02 | nmx 4.434e-01 | 
+2025-11-24 20:36:56,380 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 073/100 | step 00039/00625 | lr 1.920e-02 | atrl 2.134e+00 | trl0 2.033e+00 | nm 1.034e+02 | nmx 4.424e-01 | 
+2025-11-24 20:37:00,122 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 073/100 | step 00040/00625 | lr 1.920e-02 | atrl 2.127e+00 | trl0 2.037e+00 | nm 1.034e+02 | nmx 4.419e-01 | 
+2025-11-24 20:37:03,861 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 073/100 | step 00041/00625 | lr 1.920e-02 | atrl 2.189e+00 | trl0 2.091e+00 | nm 1.034e+02 | nmx 4.414e-01 | 
+2025-11-24 20:37:07,603 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 073/100 | step 00042/00625 | lr 1.920e-02 | atrl 2.091e+00 | trl0 1.992e+00 | nm 1.034e+02 | nmx 4.410e-01 | 
+2025-11-24 20:37:11,344 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 073/100 | step 00043/00625 | lr 1.920e-02 | atrl 2.112e+00 | trl0 2.016e+00 | nm 1.034e+02 | nmx 4.407e-01 | 
+2025-11-24 20:37:15,085 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 073/100 | step 00044/00625 | lr 1.920e-02 | atrl 2.100e+00 | trl0 2.001e+00 | nm 1.034e+02 | nmx 4.406e-01 | 
+2025-11-24 20:37:18,829 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 073/100 | step 00045/00625 | lr 1.920e-02 | atrl 2.212e+00 | trl0 2.111e+00 | nm 1.034e+02 | nmx 4.406e-01 | 
+2025-11-24 20:37:22,570 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 073/100 | step 00046/00625 | lr 1.920e-02 | atrl 2.124e+00 | trl0 2.030e+00 | nm 1.034e+02 | nmx 4.411e-01 | 
+2025-11-24 20:37:26,312 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 073/100 | step 00047/00625 | lr 1.920e-02 | atrl 2.140e+00 | trl0 2.042e+00 | nm 1.034e+02 | nmx 4.417e-01 | 
+2025-11-24 20:37:30,052 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 073/100 | step 00048/00625 | lr 1.920e-02 | atrl 2.120e+00 | trl0 2.017e+00 | nm 1.034e+02 | nmx 4.421e-01 | 
+2025-11-24 20:37:33,795 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 073/100 | step 00049/00625 | lr 1.920e-02 | atrl 2.155e+00 | trl0 2.057e+00 | nm 1.034e+02 | nmx 4.425e-01 | 
+2025-11-24 20:37:34,353 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 20:37:34,354 | INFO | Starting LR test 3/5: lr=1.0000
+2025-11-24 20:37:34,354 | INFO | Starting EoS for LR factor 1.0000
+2025-11-24 20:37:34,354 | INFO | Starting EoS for checkpoint 72
+2025-11-24 20:37:34,354 | INFO | Starting EoS for model resnet50
+2025-11-24 20:37:34,741 | INFO | Model state successfully loaded
+2025-11-24 20:37:34,935 | INFO | Wrapped model with DDP
+2025-11-24 20:37:34,938 | INFO | Current learning rate: 0.016000000000000004
+2025-11-24 20:37:34,938 | INFO | Original learning rate: 0.016000000000000004
+2025-11-24 20:37:35,009 | INFO | 🎯 Momentum Information:
+2025-11-24 20:37:35,009 | INFO |   Extracted vectors: 161
+2025-11-24 20:37:35,009 | INFO |   Has momentum state: True
+2025-11-24 20:37:42,374 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 073/100 | step 00000/00625 | lr 1.600e-02 | atrl 2.012e+00 | trl0 2.012e+00 | nm 1.034e+02 | nmx 5.461e-02 | 
+2025-11-24 20:37:46,114 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 073/100 | step 00001/00625 | lr 1.600e-02 | atrl 1.998e+00 | trl0 1.997e+00 | nm 1.034e+02 | nmx 1.054e-01 | 
+2025-11-24 20:37:49,857 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 073/100 | step 00002/00625 | lr 1.600e-02 | atrl 2.041e+00 | trl0 2.036e+00 | nm 1.034e+02 | nmx 1.529e-01 | 
+2025-11-24 20:37:53,601 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 073/100 | step 00003/00625 | lr 1.600e-02 | atrl 2.070e+00 | trl0 2.059e+00 | nm 1.034e+02 | nmx 1.967e-01 | 
+2025-11-24 20:37:57,343 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 073/100 | step 00004/00625 | lr 1.600e-02 | atrl 2.040e+00 | trl0 2.021e+00 | nm 1.034e+02 | nmx 2.363e-01 | 
+2025-11-24 20:38:01,084 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 073/100 | step 00005/00625 | lr 1.600e-02 | atrl 2.039e+00 | trl0 2.009e+00 | nm 1.034e+02 | nmx 2.713e-01 | 
+2025-11-24 20:38:04,828 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 073/100 | step 00006/00625 | lr 1.600e-02 | atrl 2.055e+00 | trl0 2.015e+00 | nm 1.034e+02 | nmx 3.015e-01 | 
+2025-11-24 20:38:08,571 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 073/100 | step 00007/00625 | lr 1.600e-02 | atrl 2.139e+00 | trl0 2.095e+00 | nm 1.034e+02 | nmx 3.273e-01 | 
+2025-11-24 20:38:12,313 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 073/100 | step 00008/00625 | lr 1.600e-02 | atrl 2.097e+00 | trl0 2.044e+00 | nm 1.034e+02 | nmx 3.490e-01 | 
+2025-11-24 20:38:16,054 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 073/100 | step 00009/00625 | lr 1.600e-02 | atrl 2.126e+00 | trl0 2.062e+00 | nm 1.034e+02 | nmx 3.664e-01 | 
+2025-11-24 20:38:19,798 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 073/100 | step 00010/00625 | lr 1.600e-02 | atrl 2.119e+00 | trl0 2.052e+00 | nm 1.034e+02 | nmx 3.802e-01 | 
+2025-11-24 20:38:23,541 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 073/100 | step 00011/00625 | lr 1.600e-02 | atrl 2.144e+00 | trl0 2.071e+00 | nm 1.034e+02 | nmx 3.907e-01 | 
+2025-11-24 20:38:27,282 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 073/100 | step 00012/00625 | lr 1.600e-02 | atrl 2.116e+00 | trl0 2.047e+00 | nm 1.034e+02 | nmx 3.985e-01 | 
+2025-11-24 20:38:31,025 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 073/100 | step 00013/00625 | lr 1.600e-02 | atrl 2.101e+00 | trl0 2.031e+00 | nm 1.034e+02 | nmx 4.040e-01 | 
+2025-11-24 20:38:34,769 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 073/100 | step 00014/00625 | lr 1.600e-02 | atrl 2.112e+00 | trl0 2.031e+00 | nm 1.034e+02 | nmx 4.074e-01 | 
+2025-11-24 20:38:38,511 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 073/100 | step 00015/00625 | lr 1.600e-02 | atrl 2.143e+00 | trl0 2.061e+00 | nm 1.034e+02 | nmx 4.088e-01 | 
+2025-11-24 20:38:42,253 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 073/100 | step 00016/00625 | lr 1.600e-02 | atrl 2.106e+00 | trl0 2.022e+00 | nm 1.034e+02 | nmx 4.088e-01 | 
+2025-11-24 20:38:45,996 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 073/100 | step 00017/00625 | lr 1.600e-02 | atrl 2.151e+00 | trl0 2.066e+00 | nm 1.034e+02 | nmx 4.078e-01 | 
+2025-11-24 20:38:49,738 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 073/100 | step 00018/00625 | lr 1.600e-02 | atrl 2.158e+00 | trl0 2.081e+00 | nm 1.034e+02 | nmx 4.066e-01 | 
+2025-11-24 20:38:53,484 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 073/100 | step 00019/00625 | lr 1.600e-02 | atrl 2.140e+00 | trl0 2.063e+00 | nm 1.034e+02 | nmx 4.054e-01 | 
+2025-11-24 20:38:57,225 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 073/100 | step 00020/00625 | lr 1.600e-02 | atrl 2.113e+00 | trl0 2.035e+00 | nm 1.034e+02 | nmx 4.044e-01 | 
+2025-11-24 20:39:00,968 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 073/100 | step 00021/00625 | lr 1.600e-02 | atrl 2.090e+00 | trl0 2.008e+00 | nm 1.034e+02 | nmx 4.035e-01 | 
+2025-11-24 20:39:04,711 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 073/100 | step 00022/00625 | lr 1.600e-02 | atrl 2.128e+00 | trl0 2.052e+00 | nm 1.034e+02 | nmx 4.028e-01 | 
+2025-11-24 20:39:08,453 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 073/100 | step 00023/00625 | lr 1.600e-02 | atrl 2.147e+00 | trl0 2.068e+00 | nm 1.034e+02 | nmx 4.023e-01 | 
+2025-11-24 20:39:12,196 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 073/100 | step 00024/00625 | lr 1.600e-02 | atrl 2.056e+00 | trl0 1.984e+00 | nm 1.034e+02 | nmx 4.022e-01 | 
+2025-11-24 20:39:15,937 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 073/100 | step 00025/00625 | lr 1.600e-02 | atrl 2.124e+00 | trl0 2.048e+00 | nm 1.034e+02 | nmx 4.023e-01 | 
+2025-11-24 20:39:19,678 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 073/100 | step 00026/00625 | lr 1.600e-02 | atrl 2.126e+00 | trl0 2.042e+00 | nm 1.034e+02 | nmx 4.022e-01 | 
+2025-11-24 20:39:23,421 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 073/100 | step 00027/00625 | lr 1.600e-02 | atrl 2.200e+00 | trl0 2.124e+00 | nm 1.034e+02 | nmx 4.026e-01 | 
+2025-11-24 20:39:27,161 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 073/100 | step 00028/00625 | lr 1.600e-02 | atrl 2.090e+00 | trl0 2.017e+00 | nm 1.034e+02 | nmx 4.035e-01 | 
+2025-11-24 20:39:30,905 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 073/100 | step 00029/00625 | lr 1.600e-02 | atrl 2.082e+00 | trl0 2.004e+00 | nm 1.034e+02 | nmx 4.046e-01 | 
+2025-11-24 20:39:34,647 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 073/100 | step 00030/00625 | lr 1.600e-02 | atrl 2.123e+00 | trl0 2.042e+00 | nm 1.034e+02 | nmx 4.055e-01 | 
+2025-11-24 20:39:38,390 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 073/100 | step 00031/00625 | lr 1.600e-02 | atrl 2.132e+00 | trl0 2.059e+00 | nm 1.034e+02 | nmx 4.064e-01 | 
+2025-11-24 20:39:42,132 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 073/100 | step 00032/00625 | lr 1.600e-02 | atrl 2.094e+00 | trl0 2.013e+00 | nm 1.034e+02 | nmx 4.071e-01 | 
+2025-11-24 20:39:45,875 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 073/100 | step 00033/00625 | lr 1.600e-02 | atrl 2.100e+00 | trl0 2.015e+00 | nm 1.034e+02 | nmx 4.073e-01 | 
+2025-11-24 20:39:49,618 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 073/100 | step 00034/00625 | lr 1.600e-02 | atrl 2.089e+00 | trl0 2.007e+00 | nm 1.034e+02 | nmx 4.073e-01 | 
+2025-11-24 20:39:53,359 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 073/100 | step 00035/00625 | lr 1.600e-02 | atrl 2.105e+00 | trl0 2.030e+00 | nm 1.034e+02 | nmx 4.073e-01 | 
+2025-11-24 20:39:57,099 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 073/100 | step 00036/00625 | lr 1.600e-02 | atrl 2.099e+00 | trl0 2.021e+00 | nm 1.034e+02 | nmx 4.071e-01 | 
+2025-11-24 20:40:00,838 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 073/100 | step 00037/00625 | lr 1.600e-02 | atrl 2.193e+00 | trl0 2.114e+00 | nm 1.034e+02 | nmx 4.068e-01 | 
+2025-11-24 20:40:04,580 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 073/100 | step 00038/00625 | lr 1.600e-02 | atrl 2.123e+00 | trl0 2.041e+00 | nm 1.034e+02 | nmx 4.064e-01 | 
+2025-11-24 20:40:08,320 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 073/100 | step 00039/00625 | lr 1.600e-02 | atrl 2.116e+00 | trl0 2.033e+00 | nm 1.034e+02 | nmx 4.058e-01 | 
+2025-11-24 20:40:12,060 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 073/100 | step 00040/00625 | lr 1.600e-02 | atrl 2.110e+00 | trl0 2.037e+00 | nm 1.034e+02 | nmx 4.055e-01 | 
+2025-11-24 20:40:15,802 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 073/100 | step 00041/00625 | lr 1.600e-02 | atrl 2.173e+00 | trl0 2.091e+00 | nm 1.034e+02 | nmx 4.051e-01 | 
+2025-11-24 20:40:19,546 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 073/100 | step 00042/00625 | lr 1.600e-02 | atrl 2.073e+00 | trl0 1.992e+00 | nm 1.034e+02 | nmx 4.047e-01 | 
+2025-11-24 20:40:23,286 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 073/100 | step 00043/00625 | lr 1.600e-02 | atrl 2.096e+00 | trl0 2.016e+00 | nm 1.034e+02 | nmx 4.044e-01 | 
+2025-11-24 20:40:27,027 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 073/100 | step 00044/00625 | lr 1.600e-02 | atrl 2.082e+00 | trl0 2.001e+00 | nm 1.034e+02 | nmx 4.041e-01 | 
+2025-11-24 20:40:30,768 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 073/100 | step 00045/00625 | lr 1.600e-02 | atrl 2.194e+00 | trl0 2.111e+00 | nm 1.034e+02 | nmx 4.039e-01 | 
+2025-11-24 20:40:34,510 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 073/100 | step 00046/00625 | lr 1.600e-02 | atrl 2.108e+00 | trl0 2.030e+00 | nm 1.034e+02 | nmx 4.039e-01 | 
+2025-11-24 20:40:38,252 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 073/100 | step 00047/00625 | lr 1.600e-02 | atrl 2.121e+00 | trl0 2.042e+00 | nm 1.034e+02 | nmx 4.041e-01 | 
+2025-11-24 20:40:41,994 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 073/100 | step 00048/00625 | lr 1.600e-02 | atrl 2.100e+00 | trl0 2.017e+00 | nm 1.034e+02 | nmx 4.044e-01 | 
+2025-11-24 20:40:45,737 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 073/100 | step 00049/00625 | lr 1.600e-02 | atrl 2.136e+00 | trl0 2.057e+00 | nm 1.034e+02 | nmx 4.047e-01 | 
+2025-11-24 20:40:46,244 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 20:40:46,244 | INFO | Starting LR test 4/5: lr=0.8000
+2025-11-24 20:40:46,244 | INFO | Starting EoS for LR factor 0.8000
+2025-11-24 20:40:46,244 | INFO | Starting EoS for checkpoint 72
+2025-11-24 20:40:46,244 | INFO | Starting EoS for model resnet50
+2025-11-24 20:40:46,625 | INFO | Model state successfully loaded
+2025-11-24 20:40:46,880 | INFO | Wrapped model with DDP
+2025-11-24 20:40:46,883 | INFO | Current learning rate: 0.012800000000000002
+2025-11-24 20:40:46,883 | INFO | Original learning rate: 0.016000000000000004
+2025-11-24 20:40:46,887 | INFO | 🎯 Momentum Information:
+2025-11-24 20:40:46,887 | INFO |   Extracted vectors: 161
+2025-11-24 20:40:46,887 | INFO |   Has momentum state: True
+2025-11-24 20:40:54,266 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 073/100 | step 00000/00625 | lr 1.280e-02 | atrl 2.012e+00 | trl0 2.012e+00 | nm 1.034e+02 | nmx 4.369e-02 | 
+2025-11-24 20:40:58,007 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 073/100 | step 00001/00625 | lr 1.280e-02 | atrl 1.998e+00 | trl0 1.997e+00 | nm 1.034e+02 | nmx 8.450e-02 | 
+2025-11-24 20:41:01,747 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 073/100 | step 00002/00625 | lr 1.280e-02 | atrl 2.039e+00 | trl0 2.036e+00 | nm 1.034e+02 | nmx 1.230e-01 | 
+2025-11-24 20:41:05,489 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 073/100 | step 00003/00625 | lr 1.280e-02 | atrl 2.066e+00 | trl0 2.059e+00 | nm 1.034e+02 | nmx 1.589e-01 | 
+2025-11-24 20:41:09,230 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 073/100 | step 00004/00625 | lr 1.280e-02 | atrl 2.033e+00 | trl0 2.021e+00 | nm 1.034e+02 | nmx 1.919e-01 | 
+2025-11-24 20:41:12,972 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 073/100 | step 00005/00625 | lr 1.280e-02 | atrl 2.028e+00 | trl0 2.009e+00 | nm 1.034e+02 | nmx 2.217e-01 | 
+2025-11-24 20:41:16,711 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 073/100 | step 00006/00625 | lr 1.280e-02 | atrl 2.041e+00 | trl0 2.015e+00 | nm 1.034e+02 | nmx 2.480e-01 | 
+2025-11-24 20:41:20,453 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 073/100 | step 00007/00625 | lr 1.280e-02 | atrl 2.124e+00 | trl0 2.095e+00 | nm 1.034e+02 | nmx 2.713e-01 | 
+2025-11-24 20:41:24,194 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 073/100 | step 00008/00625 | lr 1.280e-02 | atrl 2.079e+00 | trl0 2.044e+00 | nm 1.034e+02 | nmx 2.915e-01 | 
+2025-11-24 20:41:27,936 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 073/100 | step 00009/00625 | lr 1.280e-02 | atrl 2.106e+00 | trl0 2.062e+00 | nm 1.034e+02 | nmx 3.087e-01 | 
+2025-11-24 20:41:31,677 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 073/100 | step 00010/00625 | lr 1.280e-02 | atrl 2.099e+00 | trl0 2.052e+00 | nm 1.034e+02 | nmx 3.231e-01 | 
+2025-11-24 20:41:35,418 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 073/100 | step 00011/00625 | lr 1.280e-02 | atrl 2.123e+00 | trl0 2.071e+00 | nm 1.034e+02 | nmx 3.350e-01 | 
+2025-11-24 20:41:39,159 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 073/100 | step 00012/00625 | lr 1.280e-02 | atrl 2.096e+00 | trl0 2.047e+00 | nm 1.034e+02 | nmx 3.448e-01 | 
+2025-11-24 20:41:42,901 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 073/100 | step 00013/00625 | lr 1.280e-02 | atrl 2.081e+00 | trl0 2.031e+00 | nm 1.034e+02 | nmx 3.527e-01 | 
+2025-11-24 20:41:46,642 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 073/100 | step 00014/00625 | lr 1.280e-02 | atrl 2.091e+00 | trl0 2.031e+00 | nm 1.034e+02 | nmx 3.587e-01 | 
+2025-11-24 20:41:50,384 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 073/100 | step 00015/00625 | lr 1.280e-02 | atrl 2.123e+00 | trl0 2.061e+00 | nm 1.034e+02 | nmx 3.629e-01 | 
+2025-11-24 20:41:54,124 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 073/100 | step 00016/00625 | lr 1.280e-02 | atrl 2.088e+00 | trl0 2.022e+00 | nm 1.034e+02 | nmx 3.655e-01 | 
+2025-11-24 20:41:57,865 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 073/100 | step 00017/00625 | lr 1.280e-02 | atrl 2.133e+00 | trl0 2.066e+00 | nm 1.034e+02 | nmx 3.669e-01 | 
+2025-11-24 20:42:01,607 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 073/100 | step 00018/00625 | lr 1.280e-02 | atrl 2.142e+00 | trl0 2.081e+00 | nm 1.034e+02 | nmx 3.676e-01 | 
+2025-11-24 20:42:05,348 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 073/100 | step 00019/00625 | lr 1.280e-02 | atrl 2.125e+00 | trl0 2.063e+00 | nm 1.034e+02 | nmx 3.679e-01 | 
+2025-11-24 20:42:09,089 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 073/100 | step 00020/00625 | lr 1.280e-02 | atrl 2.098e+00 | trl0 2.035e+00 | nm 1.034e+02 | nmx 3.679e-01 | 
+2025-11-24 20:42:12,829 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 073/100 | step 00021/00625 | lr 1.280e-02 | atrl 2.073e+00 | trl0 2.008e+00 | nm 1.034e+02 | nmx 3.676e-01 | 
+2025-11-24 20:42:16,571 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 073/100 | step 00022/00625 | lr 1.280e-02 | atrl 2.111e+00 | trl0 2.052e+00 | nm 1.034e+02 | nmx 3.673e-01 | 
+2025-11-24 20:42:20,315 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 073/100 | step 00023/00625 | lr 1.280e-02 | atrl 2.131e+00 | trl0 2.068e+00 | nm 1.034e+02 | nmx 3.668e-01 | 
+2025-11-24 20:42:24,055 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 073/100 | step 00024/00625 | lr 1.280e-02 | atrl 2.040e+00 | trl0 1.984e+00 | nm 1.034e+02 | nmx 3.664e-01 | 
+2025-11-24 20:42:27,796 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 073/100 | step 00025/00625 | lr 1.280e-02 | atrl 2.107e+00 | trl0 2.048e+00 | nm 1.034e+02 | nmx 3.660e-01 | 
+2025-11-24 20:42:31,538 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 073/100 | step 00026/00625 | lr 1.280e-02 | atrl 2.109e+00 | trl0 2.042e+00 | nm 1.034e+02 | nmx 3.654e-01 | 
+2025-11-24 20:42:35,278 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 073/100 | step 00027/00625 | lr 1.280e-02 | atrl 2.185e+00 | trl0 2.124e+00 | nm 1.034e+02 | nmx 3.648e-01 | 
+2025-11-24 20:42:39,020 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 073/100 | step 00028/00625 | lr 1.280e-02 | atrl 2.075e+00 | trl0 2.017e+00 | nm 1.034e+02 | nmx 3.647e-01 | 
+2025-11-24 20:42:42,762 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 073/100 | step 00029/00625 | lr 1.280e-02 | atrl 2.064e+00 | trl0 2.004e+00 | nm 1.034e+02 | nmx 3.648e-01 | 
+2025-11-24 20:42:46,504 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 073/100 | step 00030/00625 | lr 1.280e-02 | atrl 2.103e+00 | trl0 2.042e+00 | nm 1.034e+02 | nmx 3.648e-01 | 
+2025-11-24 20:42:50,245 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 073/100 | step 00031/00625 | lr 1.280e-02 | atrl 2.113e+00 | trl0 2.059e+00 | nm 1.034e+02 | nmx 3.652e-01 | 
+2025-11-24 20:42:53,985 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 073/100 | step 00032/00625 | lr 1.280e-02 | atrl 2.075e+00 | trl0 2.013e+00 | nm 1.034e+02 | nmx 3.653e-01 | 
+2025-11-24 20:42:57,735 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 073/100 | step 00033/00625 | lr 1.280e-02 | atrl 2.080e+00 | trl0 2.015e+00 | nm 1.034e+02 | nmx 3.653e-01 | 
+2025-11-24 20:43:01,477 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 073/100 | step 00034/00625 | lr 1.280e-02 | atrl 2.069e+00 | trl0 2.007e+00 | nm 1.034e+02 | nmx 3.651e-01 | 
+2025-11-24 20:43:05,218 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 073/100 | step 00035/00625 | lr 1.280e-02 | atrl 2.086e+00 | trl0 2.030e+00 | nm 1.034e+02 | nmx 3.650e-01 | 
+2025-11-24 20:43:08,958 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 073/100 | step 00036/00625 | lr 1.280e-02 | atrl 2.082e+00 | trl0 2.021e+00 | nm 1.034e+02 | nmx 3.647e-01 | 
+2025-11-24 20:43:12,700 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 073/100 | step 00037/00625 | lr 1.280e-02 | atrl 2.174e+00 | trl0 2.114e+00 | nm 1.034e+02 | nmx 3.645e-01 | 
+2025-11-24 20:43:16,442 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 073/100 | step 00038/00625 | lr 1.280e-02 | atrl 2.103e+00 | trl0 2.041e+00 | nm 1.034e+02 | nmx 3.643e-01 | 
+2025-11-24 20:43:20,184 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 073/100 | step 00039/00625 | lr 1.280e-02 | atrl 2.096e+00 | trl0 2.033e+00 | nm 1.034e+02 | nmx 3.641e-01 | 
+2025-11-24 20:43:23,925 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 073/100 | step 00040/00625 | lr 1.280e-02 | atrl 2.092e+00 | trl0 2.037e+00 | nm 1.034e+02 | nmx 3.641e-01 | 
+2025-11-24 20:43:27,667 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 073/100 | step 00041/00625 | lr 1.280e-02 | atrl 2.154e+00 | trl0 2.091e+00 | nm 1.034e+02 | nmx 3.640e-01 | 
+2025-11-24 20:43:31,407 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 073/100 | step 00042/00625 | lr 1.280e-02 | atrl 2.055e+00 | trl0 1.992e+00 | nm 1.034e+02 | nmx 3.639e-01 | 
+2025-11-24 20:43:35,148 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 073/100 | step 00043/00625 | lr 1.280e-02 | atrl 2.078e+00 | trl0 2.016e+00 | nm 1.034e+02 | nmx 3.637e-01 | 
+2025-11-24 20:43:38,889 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 073/100 | step 00044/00625 | lr 1.280e-02 | atrl 2.061e+00 | trl0 2.001e+00 | nm 1.034e+02 | nmx 3.636e-01 | 
+2025-11-24 20:43:42,629 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 073/100 | step 00045/00625 | lr 1.280e-02 | atrl 2.176e+00 | trl0 2.111e+00 | nm 1.034e+02 | nmx 3.635e-01 | 
+2025-11-24 20:43:46,370 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 073/100 | step 00046/00625 | lr 1.280e-02 | atrl 2.091e+00 | trl0 2.030e+00 | nm 1.034e+02 | nmx 3.634e-01 | 
+2025-11-24 20:43:50,112 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 073/100 | step 00047/00625 | lr 1.280e-02 | atrl 2.104e+00 | trl0 2.042e+00 | nm 1.034e+02 | nmx 3.635e-01 | 
+2025-11-24 20:43:53,853 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 073/100 | step 00048/00625 | lr 1.280e-02 | atrl 2.081e+00 | trl0 2.017e+00 | nm 1.034e+02 | nmx 3.636e-01 | 
+2025-11-24 20:43:57,595 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 073/100 | step 00049/00625 | lr 1.280e-02 | atrl 2.118e+00 | trl0 2.057e+00 | nm 1.034e+02 | nmx 3.638e-01 | 
+2025-11-24 20:43:58,141 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 20:43:58,141 | INFO | Starting LR test 5/5: lr=0.6000
+2025-11-24 20:43:58,141 | INFO | Starting EoS for LR factor 0.6000
+2025-11-24 20:43:58,141 | INFO | Starting EoS for checkpoint 72
+2025-11-24 20:43:58,142 | INFO | Starting EoS for model resnet50
+2025-11-24 20:43:58,523 | INFO | Model state successfully loaded
+2025-11-24 20:43:58,676 | INFO | Wrapped model with DDP
+2025-11-24 20:43:58,678 | INFO | Current learning rate: 0.009600000000000003
+2025-11-24 20:43:58,678 | INFO | Original learning rate: 0.016000000000000004
+2025-11-24 20:43:58,681 | INFO | 🎯 Momentum Information:
+2025-11-24 20:43:58,681 | INFO |   Extracted vectors: 161
+2025-11-24 20:43:58,681 | INFO |   Has momentum state: True
+2025-11-24 20:44:06,069 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 073/100 | step 00000/00625 | lr 9.600e-03 | atrl 2.012e+00 | trl0 2.012e+00 | nm 1.034e+02 | nmx 3.276e-02 | 
+2025-11-24 20:44:09,810 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 073/100 | step 00001/00625 | lr 9.600e-03 | atrl 1.997e+00 | trl0 1.997e+00 | nm 1.034e+02 | nmx 6.351e-02 | 
+2025-11-24 20:44:13,551 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 073/100 | step 00002/00625 | lr 9.600e-03 | atrl 2.038e+00 | trl0 2.036e+00 | nm 1.034e+02 | nmx 9.274e-02 | 
+2025-11-24 20:44:17,293 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 073/100 | step 00003/00625 | lr 9.600e-03 | atrl 2.062e+00 | trl0 2.059e+00 | nm 1.034e+02 | nmx 1.203e-01 | 
+2025-11-24 20:44:21,034 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 073/100 | step 00004/00625 | lr 9.600e-03 | atrl 2.027e+00 | trl0 2.021e+00 | nm 1.034e+02 | nmx 1.461e-01 | 
+2025-11-24 20:44:24,774 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 073/100 | step 00005/00625 | lr 9.600e-03 | atrl 2.020e+00 | trl0 2.009e+00 | nm 1.034e+02 | nmx 1.698e-01 | 
+2025-11-24 20:44:28,516 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 073/100 | step 00006/00625 | lr 9.600e-03 | atrl 2.030e+00 | trl0 2.015e+00 | nm 1.034e+02 | nmx 1.913e-01 | 
+2025-11-24 20:44:32,259 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 073/100 | step 00007/00625 | lr 9.600e-03 | atrl 2.111e+00 | trl0 2.095e+00 | nm 1.034e+02 | nmx 2.109e-01 | 
+2025-11-24 20:44:36,000 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 073/100 | step 00008/00625 | lr 9.600e-03 | atrl 2.064e+00 | trl0 2.044e+00 | nm 1.034e+02 | nmx 2.285e-01 | 
+2025-11-24 20:44:39,739 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 073/100 | step 00009/00625 | lr 9.600e-03 | atrl 2.089e+00 | trl0 2.062e+00 | nm 1.034e+02 | nmx 2.440e-01 | 
+2025-11-24 20:44:43,483 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 073/100 | step 00010/00625 | lr 9.600e-03 | atrl 2.080e+00 | trl0 2.052e+00 | nm 1.034e+02 | nmx 2.578e-01 | 
+2025-11-24 20:44:47,223 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 073/100 | step 00011/00625 | lr 9.600e-03 | atrl 2.103e+00 | trl0 2.071e+00 | nm 1.034e+02 | nmx 2.697e-01 | 
+2025-11-24 20:44:50,965 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 073/100 | step 00012/00625 | lr 9.600e-03 | atrl 2.077e+00 | trl0 2.047e+00 | nm 1.034e+02 | nmx 2.802e-01 | 
+2025-11-24 20:44:54,707 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 073/100 | step 00013/00625 | lr 9.600e-03 | atrl 2.061e+00 | trl0 2.031e+00 | nm 1.034e+02 | nmx 2.894e-01 | 
+2025-11-24 20:44:58,447 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 073/100 | step 00014/00625 | lr 9.600e-03 | atrl 2.069e+00 | trl0 2.031e+00 | nm 1.034e+02 | nmx 2.971e-01 | 
+2025-11-24 20:45:02,187 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 073/100 | step 00015/00625 | lr 9.600e-03 | atrl 2.101e+00 | trl0 2.061e+00 | nm 1.034e+02 | nmx 3.035e-01 | 
+2025-11-24 20:45:05,927 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 073/100 | step 00016/00625 | lr 9.600e-03 | atrl 2.068e+00 | trl0 2.022e+00 | nm 1.034e+02 | nmx 3.084e-01 | 
+2025-11-24 20:45:09,667 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 073/100 | step 00017/00625 | lr 9.600e-03 | atrl 2.112e+00 | trl0 2.066e+00 | nm 1.034e+02 | nmx 3.122e-01 | 
+2025-11-24 20:45:13,407 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 073/100 | step 00018/00625 | lr 9.600e-03 | atrl 2.124e+00 | trl0 2.081e+00 | nm 1.034e+02 | nmx 3.152e-01 | 
+2025-11-24 20:45:17,146 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 073/100 | step 00019/00625 | lr 9.600e-03 | atrl 2.106e+00 | trl0 2.063e+00 | nm 1.034e+02 | nmx 3.176e-01 | 
+2025-11-24 20:45:20,886 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 073/100 | step 00020/00625 | lr 9.600e-03 | atrl 2.080e+00 | trl0 2.035e+00 | nm 1.034e+02 | nmx 3.195e-01 | 
+2025-11-24 20:45:24,628 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 073/100 | step 00021/00625 | lr 9.600e-03 | atrl 2.054e+00 | trl0 2.008e+00 | nm 1.034e+02 | nmx 3.208e-01 | 
+2025-11-24 20:45:28,369 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 073/100 | step 00022/00625 | lr 9.600e-03 | atrl 2.093e+00 | trl0 2.052e+00 | nm 1.034e+02 | nmx 3.218e-01 | 
+2025-11-24 20:45:32,109 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 073/100 | step 00023/00625 | lr 9.600e-03 | atrl 2.113e+00 | trl0 2.068e+00 | nm 1.034e+02 | nmx 3.224e-01 | 
+2025-11-24 20:45:35,850 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 073/100 | step 00024/00625 | lr 9.600e-03 | atrl 2.023e+00 | trl0 1.984e+00 | nm 1.034e+02 | nmx 3.229e-01 | 
+2025-11-24 20:45:39,589 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 073/100 | step 00025/00625 | lr 9.600e-03 | atrl 2.090e+00 | trl0 2.048e+00 | nm 1.034e+02 | nmx 3.232e-01 | 
+2025-11-24 20:45:43,331 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 073/100 | step 00026/00625 | lr 9.600e-03 | atrl 2.090e+00 | trl0 2.042e+00 | nm 1.034e+02 | nmx 3.232e-01 | 
+2025-11-24 20:45:47,072 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 073/100 | step 00027/00625 | lr 9.600e-03 | atrl 2.169e+00 | trl0 2.124e+00 | nm 1.034e+02 | nmx 3.229e-01 | 
+2025-11-24 20:45:50,813 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 073/100 | step 00028/00625 | lr 9.600e-03 | atrl 2.060e+00 | trl0 2.017e+00 | nm 1.034e+02 | nmx 3.228e-01 | 
+2025-11-24 20:45:54,552 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 073/100 | step 00029/00625 | lr 9.600e-03 | atrl 2.047e+00 | trl0 2.004e+00 | nm 1.034e+02 | nmx 3.226e-01 | 
+2025-11-24 20:45:58,294 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 073/100 | step 00030/00625 | lr 9.600e-03 | atrl 2.086e+00 | trl0 2.042e+00 | nm 1.034e+02 | nmx 3.223e-01 | 
+2025-11-24 20:46:02,034 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 073/100 | step 00031/00625 | lr 9.600e-03 | atrl 2.098e+00 | trl0 2.059e+00 | nm 1.034e+02 | nmx 3.222e-01 | 
+2025-11-24 20:46:05,774 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 073/100 | step 00032/00625 | lr 9.600e-03 | atrl 2.058e+00 | trl0 2.013e+00 | nm 1.034e+02 | nmx 3.219e-01 | 
+2025-11-24 20:46:09,513 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 073/100 | step 00033/00625 | lr 9.600e-03 | atrl 2.061e+00 | trl0 2.015e+00 | nm 1.034e+02 | nmx 3.215e-01 | 
+2025-11-24 20:46:13,252 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 073/100 | step 00034/00625 | lr 9.600e-03 | atrl 2.050e+00 | trl0 2.007e+00 | nm 1.034e+02 | nmx 3.211e-01 | 
+2025-11-24 20:46:16,994 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 073/100 | step 00035/00625 | lr 9.600e-03 | atrl 2.069e+00 | trl0 2.030e+00 | nm 1.034e+02 | nmx 3.207e-01 | 
+2025-11-24 20:46:20,735 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 073/100 | step 00036/00625 | lr 9.600e-03 | atrl 2.066e+00 | trl0 2.021e+00 | nm 1.034e+02 | nmx 3.202e-01 | 
+2025-11-24 20:46:24,475 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 073/100 | step 00037/00625 | lr 9.600e-03 | atrl 2.156e+00 | trl0 2.114e+00 | nm 1.034e+02 | nmx 3.197e-01 | 
+2025-11-24 20:46:28,216 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 073/100 | step 00038/00625 | lr 9.600e-03 | atrl 2.085e+00 | trl0 2.041e+00 | nm 1.034e+02 | nmx 3.192e-01 | 
+2025-11-24 20:46:31,956 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 073/100 | step 00039/00625 | lr 9.600e-03 | atrl 2.076e+00 | trl0 2.033e+00 | nm 1.034e+02 | nmx 3.188e-01 | 
+2025-11-24 20:46:35,697 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 073/100 | step 00040/00625 | lr 9.600e-03 | atrl 2.076e+00 | trl0 2.037e+00 | nm 1.034e+02 | nmx 3.186e-01 | 
+2025-11-24 20:46:39,437 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 073/100 | step 00041/00625 | lr 9.600e-03 | atrl 2.137e+00 | trl0 2.091e+00 | nm 1.034e+02 | nmx 3.183e-01 | 
+2025-11-24 20:46:43,176 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 073/100 | step 00042/00625 | lr 9.600e-03 | atrl 2.037e+00 | trl0 1.992e+00 | nm 1.034e+02 | nmx 3.181e-01 | 
+2025-11-24 20:46:46,916 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 073/100 | step 00043/00625 | lr 9.600e-03 | atrl 2.060e+00 | trl0 2.016e+00 | nm 1.034e+02 | nmx 3.180e-01 | 
+2025-11-24 20:46:50,657 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 073/100 | step 00044/00625 | lr 9.600e-03 | atrl 2.041e+00 | trl0 2.001e+00 | nm 1.034e+02 | nmx 3.179e-01 | 
+2025-11-24 20:46:54,398 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 073/100 | step 00045/00625 | lr 9.600e-03 | atrl 2.158e+00 | trl0 2.111e+00 | nm 1.034e+02 | nmx 3.179e-01 | 
+2025-11-24 20:46:58,138 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 073/100 | step 00046/00625 | lr 9.600e-03 | atrl 2.073e+00 | trl0 2.030e+00 | nm 1.034e+02 | nmx 3.179e-01 | 
+2025-11-24 20:47:01,879 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 073/100 | step 00047/00625 | lr 9.600e-03 | atrl 2.087e+00 | trl0 2.042e+00 | nm 1.034e+02 | nmx 3.179e-01 | 
+2025-11-24 20:47:05,620 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 073/100 | step 00048/00625 | lr 9.600e-03 | atrl 2.063e+00 | trl0 2.017e+00 | nm 1.034e+02 | nmx 3.180e-01 | 
+2025-11-24 20:47:09,360 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 073/100 | step 00049/00625 | lr 9.600e-03 | atrl 2.101e+00 | trl0 2.057e+00 | nm 1.034e+02 | nmx 3.181e-01 | 
diff --git a/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-76/train.jsonl b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-76/train.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..ed202628bff1c227c62257064d6703dea2baec14
--- /dev/null
+++ b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-76/train.jsonl
@@ -0,0 +1,250 @@
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diff --git a/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-76/train.log b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-76/train.log
new file mode 100644
index 0000000000000000000000000000000000000000..56b63e87f240cc372b1afab1821ba3f7f55ed684
--- /dev/null
+++ b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-76/train.log
@@ -0,0 +1,311 @@
+2025-11-24 20:47:22,082 | INFO | LR factors: [1.4 1.2 1.  0.8 0.6]
+2025-11-24 20:47:23,324 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 20:47:23,324 | INFO | Starting LR test 1/5: lr=1.4000
+2025-11-24 20:47:23,324 | INFO | Starting EoS for LR factor 1.4000
+2025-11-24 20:47:23,324 | INFO | Starting EoS for checkpoint 76
+2025-11-24 20:47:23,324 | INFO | Starting EoS for model resnet50
+2025-11-24 20:47:23,845 | INFO | Model state successfully loaded
+2025-11-24 20:47:26,559 | INFO | Wrapped model with DDP
+2025-11-24 20:47:26,562 | INFO | Current learning rate: 0.022400000000000003
+2025-11-24 20:47:26,562 | INFO | Original learning rate: 0.016000000000000004
+2025-11-24 20:47:26,587 | INFO | 🎯 Momentum Information:
+2025-11-24 20:47:26,587 | INFO |   Extracted vectors: 161
+2025-11-24 20:47:26,587 | INFO |   Has momentum state: True
+2025-11-24 20:47:35,807 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 077/100 | step 00000/00625 | lr 2.240e-02 | atrl 2.031e+00 | trl0 2.031e+00 | nm 1.009e+02 | nmx 8.157e-02 | 
+2025-11-24 20:47:39,572 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 077/100 | step 00001/00625 | lr 2.240e-02 | atrl 2.003e+00 | trl0 1.998e+00 | nm 1.009e+02 | nmx 1.563e-01 | 
+2025-11-24 20:47:43,314 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 077/100 | step 00002/00625 | lr 2.240e-02 | atrl 2.024e+00 | trl0 2.012e+00 | nm 1.009e+02 | nmx 2.250e-01 | 
+2025-11-24 20:47:47,054 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 077/100 | step 00003/00625 | lr 2.240e-02 | atrl 2.039e+00 | trl0 2.009e+00 | nm 1.009e+02 | nmx 2.862e-01 | 
+2025-11-24 20:47:50,795 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 077/100 | step 00004/00625 | lr 2.240e-02 | atrl 2.092e+00 | trl0 2.046e+00 | nm 1.009e+02 | nmx 3.393e-01 | 
+2025-11-24 20:47:54,534 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 077/100 | step 00005/00625 | lr 2.240e-02 | atrl 2.106e+00 | trl0 2.036e+00 | nm 1.009e+02 | nmx 3.840e-01 | 
+2025-11-24 20:47:58,271 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 077/100 | step 00006/00625 | lr 2.240e-02 | atrl 2.238e+00 | trl0 2.162e+00 | nm 1.009e+02 | nmx 4.212e-01 | 
+2025-11-24 20:48:02,011 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 077/100 | step 00007/00625 | lr 2.240e-02 | atrl 2.162e+00 | trl0 2.070e+00 | nm 1.009e+02 | nmx 4.512e-01 | 
+2025-11-24 20:48:05,750 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 077/100 | step 00008/00625 | lr 2.240e-02 | atrl 2.086e+00 | trl0 1.985e+00 | nm 1.009e+02 | nmx 4.744e-01 | 
+2025-11-24 20:48:09,487 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 077/100 | step 00009/00625 | lr 2.240e-02 | atrl 2.165e+00 | trl0 2.046e+00 | nm 1.009e+02 | nmx 4.909e-01 | 
+2025-11-24 20:48:13,226 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 077/100 | step 00010/00625 | lr 2.240e-02 | atrl 2.218e+00 | trl0 2.095e+00 | nm 1.009e+02 | nmx 5.020e-01 | 
+2025-11-24 20:48:16,964 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 077/100 | step 00011/00625 | lr 2.240e-02 | atrl 2.182e+00 | trl0 2.054e+00 | nm 1.009e+02 | nmx 5.086e-01 | 
+2025-11-24 20:48:20,704 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 077/100 | step 00012/00625 | lr 2.240e-02 | atrl 2.133e+00 | trl0 2.009e+00 | nm 1.009e+02 | nmx 5.119e-01 | 
+2025-11-24 20:48:24,441 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 077/100 | step 00013/00625 | lr 2.240e-02 | atrl 2.165e+00 | trl0 2.039e+00 | nm 1.009e+02 | nmx 5.124e-01 | 
+2025-11-24 20:48:28,180 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 077/100 | step 00014/00625 | lr 2.240e-02 | atrl 2.118e+00 | trl0 1.994e+00 | nm 1.009e+02 | nmx 5.110e-01 | 
+2025-11-24 20:48:31,920 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 077/100 | step 00015/00625 | lr 2.240e-02 | atrl 2.160e+00 | trl0 2.043e+00 | nm 1.009e+02 | nmx 5.087e-01 | 
+2025-11-24 20:48:35,661 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 077/100 | step 00016/00625 | lr 2.240e-02 | atrl 2.098e+00 | trl0 1.968e+00 | nm 1.009e+02 | nmx 5.052e-01 | 
+2025-11-24 20:48:39,400 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 077/100 | step 00017/00625 | lr 2.240e-02 | atrl 2.171e+00 | trl0 2.050e+00 | nm 1.009e+02 | nmx 5.018e-01 | 
+2025-11-24 20:48:43,140 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 077/100 | step 00018/00625 | lr 2.240e-02 | atrl 2.145e+00 | trl0 2.017e+00 | nm 1.009e+02 | nmx 4.983e-01 | 
+2025-11-24 20:48:46,881 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 077/100 | step 00019/00625 | lr 2.240e-02 | atrl 2.103e+00 | trl0 1.985e+00 | nm 1.009e+02 | nmx 4.958e-01 | 
+2025-11-24 20:48:50,624 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 077/100 | step 00020/00625 | lr 2.240e-02 | atrl 2.203e+00 | trl0 2.079e+00 | nm 1.009e+02 | nmx 4.940e-01 | 
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+2025-11-24 20:49:16,804 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 077/100 | step 00027/00625 | lr 2.240e-02 | atrl 2.175e+00 | trl0 2.048e+00 | nm 1.009e+02 | nmx 5.077e-01 | 
+2025-11-24 20:49:20,545 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 077/100 | step 00028/00625 | lr 2.240e-02 | atrl 2.157e+00 | trl0 2.018e+00 | nm 1.009e+02 | nmx 5.101e-01 | 
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+2025-11-24 20:49:28,023 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 077/100 | step 00030/00625 | lr 2.240e-02 | atrl 2.175e+00 | trl0 2.044e+00 | nm 1.009e+02 | nmx 5.138e-01 | 
+2025-11-24 20:49:31,764 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 077/100 | step 00031/00625 | lr 2.240e-02 | atrl 2.152e+00 | trl0 2.011e+00 | nm 1.009e+02 | nmx 5.148e-01 | 
+2025-11-24 20:49:35,505 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 077/100 | step 00032/00625 | lr 2.240e-02 | atrl 2.213e+00 | trl0 2.076e+00 | nm 1.009e+02 | nmx 5.154e-01 | 
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+2025-11-24 20:50:20,391 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 077/100 | step 00044/00625 | lr 2.240e-02 | atrl 2.159e+00 | trl0 2.028e+00 | nm 1.009e+02 | nmx 5.175e-01 | 
+2025-11-24 20:50:24,131 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 077/100 | step 00045/00625 | lr 2.240e-02 | atrl 2.162e+00 | trl0 2.025e+00 | nm 1.009e+02 | nmx 5.176e-01 | 
+2025-11-24 20:50:27,875 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 077/100 | step 00046/00625 | lr 2.240e-02 | atrl 2.172e+00 | trl0 2.039e+00 | nm 1.009e+02 | nmx 5.179e-01 | 
+2025-11-24 20:50:31,615 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 077/100 | step 00047/00625 | lr 2.240e-02 | atrl 2.197e+00 | trl0 2.063e+00 | nm 1.009e+02 | nmx 5.182e-01 | 
+2025-11-24 20:50:35,356 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 077/100 | step 00048/00625 | lr 2.240e-02 | atrl 2.195e+00 | trl0 2.054e+00 | nm 1.009e+02 | nmx 5.181e-01 | 
+2025-11-24 20:50:39,102 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 077/100 | step 00049/00625 | lr 2.240e-02 | atrl 2.149e+00 | trl0 2.009e+00 | nm 1.009e+02 | nmx 5.175e-01 | 
+2025-11-24 20:50:39,454 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 20:50:39,455 | INFO | Starting LR test 2/5: lr=1.2000
+2025-11-24 20:50:39,455 | INFO | Starting EoS for LR factor 1.2000
+2025-11-24 20:50:39,455 | INFO | Starting EoS for checkpoint 76
+2025-11-24 20:50:39,456 | INFO | Starting EoS for model resnet50
+2025-11-24 20:50:39,856 | INFO | Model state successfully loaded
+2025-11-24 20:50:40,072 | INFO | Wrapped model with DDP
+2025-11-24 20:50:40,074 | INFO | Current learning rate: 0.019200000000000005
+2025-11-24 20:50:40,074 | INFO | Original learning rate: 0.016000000000000004
+2025-11-24 20:50:40,099 | INFO | 🎯 Momentum Information:
+2025-11-24 20:50:40,100 | INFO |   Extracted vectors: 161
+2025-11-24 20:50:40,100 | INFO |   Has momentum state: True
+2025-11-24 20:50:47,919 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 077/100 | step 00000/00625 | lr 1.920e-02 | atrl 2.031e+00 | trl0 2.031e+00 | nm 1.009e+02 | nmx 6.991e-02 | 
+2025-11-24 20:50:51,657 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 077/100 | step 00001/00625 | lr 1.920e-02 | atrl 2.002e+00 | trl0 1.998e+00 | nm 1.009e+02 | nmx 1.343e-01 | 
+2025-11-24 20:50:55,401 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 077/100 | step 00002/00625 | lr 1.920e-02 | atrl 2.021e+00 | trl0 2.012e+00 | nm 1.009e+02 | nmx 1.939e-01 | 
+2025-11-24 20:50:59,144 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 077/100 | step 00003/00625 | lr 1.920e-02 | atrl 2.031e+00 | trl0 2.009e+00 | nm 1.009e+02 | nmx 2.477e-01 | 
+2025-11-24 20:51:02,887 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 077/100 | step 00004/00625 | lr 1.920e-02 | atrl 2.080e+00 | trl0 2.046e+00 | nm 1.009e+02 | nmx 2.953e-01 | 
+2025-11-24 20:51:06,632 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 077/100 | step 00005/00625 | lr 1.920e-02 | atrl 2.089e+00 | trl0 2.036e+00 | nm 1.009e+02 | nmx 3.362e-01 | 
+2025-11-24 20:51:10,375 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 077/100 | step 00006/00625 | lr 1.920e-02 | atrl 2.220e+00 | trl0 2.162e+00 | nm 1.009e+02 | nmx 3.711e-01 | 
+2025-11-24 20:51:14,117 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 077/100 | step 00007/00625 | lr 1.920e-02 | atrl 2.140e+00 | trl0 2.070e+00 | nm 1.009e+02 | nmx 4.004e-01 | 
+2025-11-24 20:51:17,860 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 077/100 | step 00008/00625 | lr 1.920e-02 | atrl 2.063e+00 | trl0 1.985e+00 | nm 1.009e+02 | nmx 4.241e-01 | 
+2025-11-24 20:51:21,601 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 077/100 | step 00009/00625 | lr 1.920e-02 | atrl 2.140e+00 | trl0 2.046e+00 | nm 1.009e+02 | nmx 4.424e-01 | 
+2025-11-24 20:51:25,343 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 077/100 | step 00010/00625 | lr 1.920e-02 | atrl 2.194e+00 | trl0 2.095e+00 | nm 1.009e+02 | nmx 4.560e-01 | 
+2025-11-24 20:51:29,087 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 077/100 | step 00011/00625 | lr 1.920e-02 | atrl 2.159e+00 | trl0 2.054e+00 | nm 1.009e+02 | nmx 4.655e-01 | 
+2025-11-24 20:51:32,828 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 077/100 | step 00012/00625 | lr 1.920e-02 | atrl 2.111e+00 | trl0 2.009e+00 | nm 1.009e+02 | nmx 4.719e-01 | 
+2025-11-24 20:51:36,570 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 077/100 | step 00013/00625 | lr 1.920e-02 | atrl 2.144e+00 | trl0 2.039e+00 | nm 1.009e+02 | nmx 4.756e-01 | 
+2025-11-24 20:51:40,312 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 077/100 | step 00014/00625 | lr 1.920e-02 | atrl 2.100e+00 | trl0 1.994e+00 | nm 1.009e+02 | nmx 4.770e-01 | 
+2025-11-24 20:51:44,055 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 077/100 | step 00015/00625 | lr 1.920e-02 | atrl 2.141e+00 | trl0 2.043e+00 | nm 1.009e+02 | nmx 4.771e-01 | 
+2025-11-24 20:51:47,798 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 077/100 | step 00016/00625 | lr 1.920e-02 | atrl 2.080e+00 | trl0 1.968e+00 | nm 1.009e+02 | nmx 4.755e-01 | 
+2025-11-24 20:51:51,541 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 077/100 | step 00017/00625 | lr 1.920e-02 | atrl 2.155e+00 | trl0 2.050e+00 | nm 1.009e+02 | nmx 4.732e-01 | 
+2025-11-24 20:51:55,283 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 077/100 | step 00018/00625 | lr 1.920e-02 | atrl 2.130e+00 | trl0 2.017e+00 | nm 1.009e+02 | nmx 4.701e-01 | 
+2025-11-24 20:51:59,027 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 077/100 | step 00019/00625 | lr 1.920e-02 | atrl 2.088e+00 | trl0 1.985e+00 | nm 1.009e+02 | nmx 4.672e-01 | 
+2025-11-24 20:52:02,768 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 077/100 | step 00020/00625 | lr 1.920e-02 | atrl 2.186e+00 | trl0 2.079e+00 | nm 1.009e+02 | nmx 4.645e-01 | 
+2025-11-24 20:52:06,510 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 077/100 | step 00021/00625 | lr 1.920e-02 | atrl 2.134e+00 | trl0 2.034e+00 | nm 1.009e+02 | nmx 4.626e-01 | 
+2025-11-24 20:52:10,251 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 077/100 | step 00022/00625 | lr 1.920e-02 | atrl 2.163e+00 | trl0 2.061e+00 | nm 1.009e+02 | nmx 4.615e-01 | 
+2025-11-24 20:52:13,993 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 077/100 | step 00023/00625 | lr 1.920e-02 | atrl 2.146e+00 | trl0 2.040e+00 | nm 1.009e+02 | nmx 4.611e-01 | 
+2025-11-24 20:52:17,735 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 077/100 | step 00024/00625 | lr 1.920e-02 | atrl 2.098e+00 | trl0 1.996e+00 | nm 1.009e+02 | nmx 4.617e-01 | 
+2025-11-24 20:52:21,477 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 077/100 | step 00025/00625 | lr 1.920e-02 | atrl 2.110e+00 | trl0 2.010e+00 | nm 1.009e+02 | nmx 4.631e-01 | 
+2025-11-24 20:52:25,218 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 077/100 | step 00026/00625 | lr 1.920e-02 | atrl 2.108e+00 | trl0 2.009e+00 | nm 1.009e+02 | nmx 4.651e-01 | 
+2025-11-24 20:52:28,960 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 077/100 | step 00027/00625 | lr 1.920e-02 | atrl 2.152e+00 | trl0 2.048e+00 | nm 1.009e+02 | nmx 4.674e-01 | 
+2025-11-24 20:52:32,705 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 077/100 | step 00028/00625 | lr 1.920e-02 | atrl 2.133e+00 | trl0 2.018e+00 | nm 1.009e+02 | nmx 4.693e-01 | 
+2025-11-24 20:52:36,447 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 077/100 | step 00029/00625 | lr 1.920e-02 | atrl 2.120e+00 | trl0 2.011e+00 | nm 1.009e+02 | nmx 4.711e-01 | 
+2025-11-24 20:52:40,190 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 077/100 | step 00030/00625 | lr 1.920e-02 | atrl 2.151e+00 | trl0 2.044e+00 | nm 1.009e+02 | nmx 4.729e-01 | 
+2025-11-24 20:52:43,933 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 077/100 | step 00031/00625 | lr 1.920e-02 | atrl 2.128e+00 | trl0 2.011e+00 | nm 1.009e+02 | nmx 4.743e-01 | 
+2025-11-24 20:52:47,675 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 077/100 | step 00032/00625 | lr 1.920e-02 | atrl 2.189e+00 | trl0 2.076e+00 | nm 1.009e+02 | nmx 4.754e-01 | 
+2025-11-24 20:52:51,417 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 077/100 | step 00033/00625 | lr 1.920e-02 | atrl 2.141e+00 | trl0 2.029e+00 | nm 1.009e+02 | nmx 4.764e-01 | 
+2025-11-24 20:52:55,161 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 077/100 | step 00034/00625 | lr 1.920e-02 | atrl 2.173e+00 | trl0 2.068e+00 | nm 1.009e+02 | nmx 4.777e-01 | 
+2025-11-24 20:52:58,904 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 077/100 | step 00035/00625 | lr 1.920e-02 | atrl 2.119e+00 | trl0 2.007e+00 | nm 1.009e+02 | nmx 4.790e-01 | 
+2025-11-24 20:53:02,644 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 077/100 | step 00036/00625 | lr 1.920e-02 | atrl 2.094e+00 | trl0 1.981e+00 | nm 1.009e+02 | nmx 4.802e-01 | 
+2025-11-24 20:53:06,388 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 077/100 | step 00037/00625 | lr 1.920e-02 | atrl 2.099e+00 | trl0 1.989e+00 | nm 1.009e+02 | nmx 4.811e-01 | 
+2025-11-24 20:53:10,132 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 077/100 | step 00038/00625 | lr 1.920e-02 | atrl 2.150e+00 | trl0 2.035e+00 | nm 1.009e+02 | nmx 4.813e-01 | 
+2025-11-24 20:53:13,875 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 077/100 | step 00039/00625 | lr 1.920e-02 | atrl 2.196e+00 | trl0 2.083e+00 | nm 1.009e+02 | nmx 4.813e-01 | 
+2025-11-24 20:53:17,618 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 077/100 | step 00040/00625 | lr 1.920e-02 | atrl 2.096e+00 | trl0 1.981e+00 | nm 1.009e+02 | nmx 4.812e-01 | 
+2025-11-24 20:53:21,359 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 077/100 | step 00041/00625 | lr 1.920e-02 | atrl 2.122e+00 | trl0 2.010e+00 | nm 1.009e+02 | nmx 4.810e-01 | 
+2025-11-24 20:53:25,100 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 077/100 | step 00042/00625 | lr 1.920e-02 | atrl 2.139e+00 | trl0 2.023e+00 | nm 1.009e+02 | nmx 4.808e-01 | 
+2025-11-24 20:53:28,842 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 077/100 | step 00043/00625 | lr 1.920e-02 | atrl 2.099e+00 | trl0 1.984e+00 | nm 1.009e+02 | nmx 4.805e-01 | 
+2025-11-24 20:53:32,583 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 077/100 | step 00044/00625 | lr 1.920e-02 | atrl 2.138e+00 | trl0 2.028e+00 | nm 1.009e+02 | nmx 4.803e-01 | 
+2025-11-24 20:53:36,326 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 077/100 | step 00045/00625 | lr 1.920e-02 | atrl 2.141e+00 | trl0 2.025e+00 | nm 1.009e+02 | nmx 4.800e-01 | 
+2025-11-24 20:53:40,069 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 077/100 | step 00046/00625 | lr 1.920e-02 | atrl 2.151e+00 | trl0 2.039e+00 | nm 1.009e+02 | nmx 4.797e-01 | 
+2025-11-24 20:53:43,811 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 077/100 | step 00047/00625 | lr 1.920e-02 | atrl 2.174e+00 | trl0 2.063e+00 | nm 1.009e+02 | nmx 4.798e-01 | 
+2025-11-24 20:53:47,553 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 077/100 | step 00048/00625 | lr 1.920e-02 | atrl 2.171e+00 | trl0 2.054e+00 | nm 1.009e+02 | nmx 4.797e-01 | 
+2025-11-24 20:53:51,293 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 077/100 | step 00049/00625 | lr 1.920e-02 | atrl 2.128e+00 | trl0 2.009e+00 | nm 1.009e+02 | nmx 4.792e-01 | 
+2025-11-24 20:53:51,887 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 20:53:51,888 | INFO | Starting LR test 3/5: lr=1.0000
+2025-11-24 20:53:51,888 | INFO | Starting EoS for LR factor 1.0000
+2025-11-24 20:53:51,888 | INFO | Starting EoS for checkpoint 76
+2025-11-24 20:53:51,888 | INFO | Starting EoS for model resnet50
+2025-11-24 20:53:52,269 | INFO | Model state successfully loaded
+2025-11-24 20:53:52,550 | INFO | Wrapped model with DDP
+2025-11-24 20:53:52,552 | INFO | Current learning rate: 0.016000000000000004
+2025-11-24 20:53:52,552 | INFO | Original learning rate: 0.016000000000000004
+2025-11-24 20:53:52,558 | INFO | 🎯 Momentum Information:
+2025-11-24 20:53:52,558 | INFO |   Extracted vectors: 161
+2025-11-24 20:53:52,559 | INFO |   Has momentum state: True
+2025-11-24 20:53:59,978 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 077/100 | step 00000/00625 | lr 1.600e-02 | atrl 2.031e+00 | trl0 2.031e+00 | nm 1.009e+02 | nmx 5.826e-02 | 
+2025-11-24 20:54:03,719 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 077/100 | step 00001/00625 | lr 1.600e-02 | atrl 2.001e+00 | trl0 1.998e+00 | nm 1.009e+02 | nmx 1.121e-01 | 
+2025-11-24 20:54:07,462 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 077/100 | step 00002/00625 | lr 1.600e-02 | atrl 2.018e+00 | trl0 2.012e+00 | nm 1.009e+02 | nmx 1.625e-01 | 
+2025-11-24 20:54:11,205 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 077/100 | step 00003/00625 | lr 1.600e-02 | atrl 2.024e+00 | trl0 2.009e+00 | nm 1.009e+02 | nmx 2.085e-01 | 
+2025-11-24 20:54:14,948 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 077/100 | step 00004/00625 | lr 1.600e-02 | atrl 2.070e+00 | trl0 2.046e+00 | nm 1.009e+02 | nmx 2.498e-01 | 
+2025-11-24 20:54:18,689 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 077/100 | step 00005/00625 | lr 1.600e-02 | atrl 2.074e+00 | trl0 2.036e+00 | nm 1.009e+02 | nmx 2.861e-01 | 
+2025-11-24 20:54:22,444 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 077/100 | step 00006/00625 | lr 1.600e-02 | atrl 2.203e+00 | trl0 2.162e+00 | nm 1.009e+02 | nmx 3.180e-01 | 
+2025-11-24 20:54:26,187 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 077/100 | step 00007/00625 | lr 1.600e-02 | atrl 2.120e+00 | trl0 2.070e+00 | nm 1.009e+02 | nmx 3.455e-01 | 
+2025-11-24 20:54:29,929 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 077/100 | step 00008/00625 | lr 1.600e-02 | atrl 2.042e+00 | trl0 1.985e+00 | nm 1.009e+02 | nmx 3.688e-01 | 
+2025-11-24 20:54:33,671 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 077/100 | step 00009/00625 | lr 1.600e-02 | atrl 2.117e+00 | trl0 2.046e+00 | nm 1.009e+02 | nmx 3.878e-01 | 
+2025-11-24 20:54:37,413 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 077/100 | step 00010/00625 | lr 1.600e-02 | atrl 2.170e+00 | trl0 2.095e+00 | nm 1.009e+02 | nmx 4.030e-01 | 
+2025-11-24 20:54:41,155 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 077/100 | step 00011/00625 | lr 1.600e-02 | atrl 2.135e+00 | trl0 2.054e+00 | nm 1.009e+02 | nmx 4.149e-01 | 
+2025-11-24 20:54:44,899 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 077/100 | step 00012/00625 | lr 1.600e-02 | atrl 2.088e+00 | trl0 2.009e+00 | nm 1.009e+02 | nmx 4.240e-01 | 
+2025-11-24 20:54:48,641 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 077/100 | step 00013/00625 | lr 1.600e-02 | atrl 2.122e+00 | trl0 2.039e+00 | nm 1.009e+02 | nmx 4.305e-01 | 
+2025-11-24 20:54:52,384 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 077/100 | step 00014/00625 | lr 1.600e-02 | atrl 2.079e+00 | trl0 1.994e+00 | nm 1.009e+02 | nmx 4.349e-01 | 
+2025-11-24 20:54:56,127 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 077/100 | step 00015/00625 | lr 1.600e-02 | atrl 2.121e+00 | trl0 2.043e+00 | nm 1.009e+02 | nmx 4.377e-01 | 
+2025-11-24 20:54:59,869 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 077/100 | step 00016/00625 | lr 1.600e-02 | atrl 2.059e+00 | trl0 1.968e+00 | nm 1.009e+02 | nmx 4.387e-01 | 
+2025-11-24 20:55:03,612 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 077/100 | step 00017/00625 | lr 1.600e-02 | atrl 2.137e+00 | trl0 2.050e+00 | nm 1.009e+02 | nmx 4.385e-01 | 
+2025-11-24 20:55:07,356 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 077/100 | step 00018/00625 | lr 1.600e-02 | atrl 2.112e+00 | trl0 2.017e+00 | nm 1.009e+02 | nmx 4.371e-01 | 
+2025-11-24 20:55:11,099 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 077/100 | step 00019/00625 | lr 1.600e-02 | atrl 2.072e+00 | trl0 1.985e+00 | nm 1.009e+02 | nmx 4.352e-01 | 
+2025-11-24 20:55:14,844 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 077/100 | step 00020/00625 | lr 1.600e-02 | atrl 2.169e+00 | trl0 2.079e+00 | nm 1.009e+02 | nmx 4.329e-01 | 
+2025-11-24 20:55:18,585 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 077/100 | step 00021/00625 | lr 1.600e-02 | atrl 2.118e+00 | trl0 2.034e+00 | nm 1.009e+02 | nmx 4.308e-01 | 
+2025-11-24 20:55:22,327 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 077/100 | step 00022/00625 | lr 1.600e-02 | atrl 2.144e+00 | trl0 2.061e+00 | nm 1.009e+02 | nmx 4.290e-01 | 
+2025-11-24 20:55:26,070 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 077/100 | step 00023/00625 | lr 1.600e-02 | atrl 2.129e+00 | trl0 2.040e+00 | nm 1.009e+02 | nmx 4.274e-01 | 
+2025-11-24 20:55:29,812 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 077/100 | step 00024/00625 | lr 1.600e-02 | atrl 2.080e+00 | trl0 1.996e+00 | nm 1.009e+02 | nmx 4.265e-01 | 
+2025-11-24 20:55:33,556 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 077/100 | step 00025/00625 | lr 1.600e-02 | atrl 2.092e+00 | trl0 2.010e+00 | nm 1.009e+02 | nmx 4.262e-01 | 
+2025-11-24 20:55:37,298 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 077/100 | step 00026/00625 | lr 1.600e-02 | atrl 2.089e+00 | trl0 2.009e+00 | nm 1.009e+02 | nmx 4.266e-01 | 
+2025-11-24 20:55:41,041 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 077/100 | step 00027/00625 | lr 1.600e-02 | atrl 2.131e+00 | trl0 2.048e+00 | nm 1.009e+02 | nmx 4.274e-01 | 
+2025-11-24 20:55:44,783 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 077/100 | step 00028/00625 | lr 1.600e-02 | atrl 2.111e+00 | trl0 2.018e+00 | nm 1.009e+02 | nmx 4.282e-01 | 
+2025-11-24 20:55:48,525 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 077/100 | step 00029/00625 | lr 1.600e-02 | atrl 2.097e+00 | trl0 2.011e+00 | nm 1.009e+02 | nmx 4.292e-01 | 
+2025-11-24 20:55:52,267 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 077/100 | step 00030/00625 | lr 1.600e-02 | atrl 2.129e+00 | trl0 2.044e+00 | nm 1.009e+02 | nmx 4.304e-01 | 
+2025-11-24 20:55:56,007 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 077/100 | step 00031/00625 | lr 1.600e-02 | atrl 2.105e+00 | trl0 2.011e+00 | nm 1.009e+02 | nmx 4.314e-01 | 
+2025-11-24 20:55:59,750 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 077/100 | step 00032/00625 | lr 1.600e-02 | atrl 2.165e+00 | trl0 2.076e+00 | nm 1.009e+02 | nmx 4.324e-01 | 
+2025-11-24 20:56:03,492 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 077/100 | step 00033/00625 | lr 1.600e-02 | atrl 2.118e+00 | trl0 2.029e+00 | nm 1.009e+02 | nmx 4.334e-01 | 
+2025-11-24 20:56:07,235 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 077/100 | step 00034/00625 | lr 1.600e-02 | atrl 2.150e+00 | trl0 2.068e+00 | nm 1.009e+02 | nmx 4.348e-01 | 
+2025-11-24 20:56:10,976 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 077/100 | step 00035/00625 | lr 1.600e-02 | atrl 2.096e+00 | trl0 2.007e+00 | nm 1.009e+02 | nmx 4.362e-01 | 
+2025-11-24 20:56:14,717 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 077/100 | step 00036/00625 | lr 1.600e-02 | atrl 2.072e+00 | trl0 1.981e+00 | nm 1.009e+02 | nmx 4.376e-01 | 
+2025-11-24 20:56:18,460 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 077/100 | step 00037/00625 | lr 1.600e-02 | atrl 2.075e+00 | trl0 1.989e+00 | nm 1.009e+02 | nmx 4.389e-01 | 
+2025-11-24 20:56:22,204 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 077/100 | step 00038/00625 | lr 1.600e-02 | atrl 2.127e+00 | trl0 2.035e+00 | nm 1.009e+02 | nmx 4.398e-01 | 
+2025-11-24 20:56:25,946 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 077/100 | step 00039/00625 | lr 1.600e-02 | atrl 2.175e+00 | trl0 2.083e+00 | nm 1.009e+02 | nmx 4.403e-01 | 
+2025-11-24 20:56:29,689 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 077/100 | step 00040/00625 | lr 1.600e-02 | atrl 2.074e+00 | trl0 1.981e+00 | nm 1.009e+02 | nmx 4.407e-01 | 
+2025-11-24 20:56:33,432 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 077/100 | step 00041/00625 | lr 1.600e-02 | atrl 2.100e+00 | trl0 2.010e+00 | nm 1.009e+02 | nmx 4.409e-01 | 
+2025-11-24 20:56:37,174 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 077/100 | step 00042/00625 | lr 1.600e-02 | atrl 2.117e+00 | trl0 2.023e+00 | nm 1.009e+02 | nmx 4.409e-01 | 
+2025-11-24 20:56:40,917 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 077/100 | step 00043/00625 | lr 1.600e-02 | atrl 2.077e+00 | trl0 1.984e+00 | nm 1.009e+02 | nmx 4.409e-01 | 
+2025-11-24 20:56:44,661 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 077/100 | step 00044/00625 | lr 1.600e-02 | atrl 2.117e+00 | trl0 2.028e+00 | nm 1.009e+02 | nmx 4.408e-01 | 
+2025-11-24 20:56:48,403 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 077/100 | step 00045/00625 | lr 1.600e-02 | atrl 2.120e+00 | trl0 2.025e+00 | nm 1.009e+02 | nmx 4.406e-01 | 
+2025-11-24 20:56:52,145 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 077/100 | step 00046/00625 | lr 1.600e-02 | atrl 2.130e+00 | trl0 2.039e+00 | nm 1.009e+02 | nmx 4.402e-01 | 
+2025-11-24 20:56:55,888 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 077/100 | step 00047/00625 | lr 1.600e-02 | atrl 2.153e+00 | trl0 2.063e+00 | nm 1.009e+02 | nmx 4.400e-01 | 
+2025-11-24 20:56:59,632 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 077/100 | step 00048/00625 | lr 1.600e-02 | atrl 2.150e+00 | trl0 2.054e+00 | nm 1.009e+02 | nmx 4.397e-01 | 
+2025-11-24 20:57:03,375 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 077/100 | step 00049/00625 | lr 1.600e-02 | atrl 2.107e+00 | trl0 2.009e+00 | nm 1.009e+02 | nmx 4.390e-01 | 
+2025-11-24 20:57:03,738 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 20:57:03,738 | INFO | Starting LR test 4/5: lr=0.8000
+2025-11-24 20:57:03,738 | INFO | Starting EoS for LR factor 0.8000
+2025-11-24 20:57:03,738 | INFO | Starting EoS for checkpoint 76
+2025-11-24 20:57:03,738 | INFO | Starting EoS for model resnet50
+2025-11-24 20:57:04,118 | INFO | Model state successfully loaded
+2025-11-24 20:57:04,520 | INFO | Wrapped model with DDP
+2025-11-24 20:57:04,522 | INFO | Current learning rate: 0.012800000000000002
+2025-11-24 20:57:04,523 | INFO | Original learning rate: 0.016000000000000004
+2025-11-24 20:57:04,526 | INFO | 🎯 Momentum Information:
+2025-11-24 20:57:04,526 | INFO |   Extracted vectors: 161
+2025-11-24 20:57:04,526 | INFO |   Has momentum state: True
+2025-11-24 20:57:12,031 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 077/100 | step 00000/00625 | lr 1.280e-02 | atrl 2.031e+00 | trl0 2.031e+00 | nm 1.009e+02 | nmx 4.661e-02 | 
+2025-11-24 20:57:15,773 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 077/100 | step 00001/00625 | lr 1.280e-02 | atrl 2.000e+00 | trl0 1.998e+00 | nm 1.009e+02 | nmx 8.991e-02 | 
+2025-11-24 20:57:19,514 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 077/100 | step 00002/00625 | lr 1.280e-02 | atrl 2.015e+00 | trl0 2.012e+00 | nm 1.009e+02 | nmx 1.307e-01 | 
+2025-11-24 20:57:23,256 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 077/100 | step 00003/00625 | lr 1.280e-02 | atrl 2.019e+00 | trl0 2.009e+00 | nm 1.009e+02 | nmx 1.684e-01 | 
+2025-11-24 20:57:26,997 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 077/100 | step 00004/00625 | lr 1.280e-02 | atrl 2.061e+00 | trl0 2.046e+00 | nm 1.009e+02 | nmx 2.029e-01 | 
+2025-11-24 20:57:30,740 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 077/100 | step 00005/00625 | lr 1.280e-02 | atrl 2.061e+00 | trl0 2.036e+00 | nm 1.009e+02 | nmx 2.339e-01 | 
+2025-11-24 20:57:34,482 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 077/100 | step 00006/00625 | lr 1.280e-02 | atrl 2.188e+00 | trl0 2.162e+00 | nm 1.009e+02 | nmx 2.617e-01 | 
+2025-11-24 20:57:38,224 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 077/100 | step 00007/00625 | lr 1.280e-02 | atrl 2.102e+00 | trl0 2.070e+00 | nm 1.009e+02 | nmx 2.864e-01 | 
+2025-11-24 20:57:41,966 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 077/100 | step 00008/00625 | lr 1.280e-02 | atrl 2.023e+00 | trl0 1.985e+00 | nm 1.009e+02 | nmx 3.082e-01 | 
+2025-11-24 20:57:45,707 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 077/100 | step 00009/00625 | lr 1.280e-02 | atrl 2.094e+00 | trl0 2.046e+00 | nm 1.009e+02 | nmx 3.267e-01 | 
+2025-11-24 20:57:49,450 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 077/100 | step 00010/00625 | lr 1.280e-02 | atrl 2.147e+00 | trl0 2.095e+00 | nm 1.009e+02 | nmx 3.424e-01 | 
+2025-11-24 20:57:53,192 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 077/100 | step 00011/00625 | lr 1.280e-02 | atrl 2.111e+00 | trl0 2.054e+00 | nm 1.009e+02 | nmx 3.555e-01 | 
+2025-11-24 20:57:56,934 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 077/100 | step 00012/00625 | lr 1.280e-02 | atrl 2.065e+00 | trl0 2.009e+00 | nm 1.009e+02 | nmx 3.664e-01 | 
+2025-11-24 20:58:00,676 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 077/100 | step 00013/00625 | lr 1.280e-02 | atrl 2.098e+00 | trl0 2.039e+00 | nm 1.009e+02 | nmx 3.752e-01 | 
+2025-11-24 20:58:04,418 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 077/100 | step 00014/00625 | lr 1.280e-02 | atrl 2.056e+00 | trl0 1.994e+00 | nm 1.009e+02 | nmx 3.822e-01 | 
+2025-11-24 20:58:08,158 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 077/100 | step 00015/00625 | lr 1.280e-02 | atrl 2.099e+00 | trl0 2.043e+00 | nm 1.009e+02 | nmx 3.876e-01 | 
+2025-11-24 20:58:11,900 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 077/100 | step 00016/00625 | lr 1.280e-02 | atrl 2.037e+00 | trl0 1.968e+00 | nm 1.009e+02 | nmx 3.914e-01 | 
+2025-11-24 20:58:15,643 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 077/100 | step 00017/00625 | lr 1.280e-02 | atrl 2.116e+00 | trl0 2.050e+00 | nm 1.009e+02 | nmx 3.938e-01 | 
+2025-11-24 20:58:19,384 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 077/100 | step 00018/00625 | lr 1.280e-02 | atrl 2.092e+00 | trl0 2.017e+00 | nm 1.009e+02 | nmx 3.949e-01 | 
+2025-11-24 20:58:23,126 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 077/100 | step 00019/00625 | lr 1.280e-02 | atrl 2.054e+00 | trl0 1.985e+00 | nm 1.009e+02 | nmx 3.951e-01 | 
+2025-11-24 20:58:26,868 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 077/100 | step 00020/00625 | lr 1.280e-02 | atrl 2.150e+00 | trl0 2.079e+00 | nm 1.009e+02 | nmx 3.945e-01 | 
+2025-11-24 20:58:30,611 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 077/100 | step 00021/00625 | lr 1.280e-02 | atrl 2.100e+00 | trl0 2.034e+00 | nm 1.009e+02 | nmx 3.936e-01 | 
+2025-11-24 20:58:34,353 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 077/100 | step 00022/00625 | lr 1.280e-02 | atrl 2.127e+00 | trl0 2.061e+00 | nm 1.009e+02 | nmx 3.925e-01 | 
+2025-11-24 20:58:38,096 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 077/100 | step 00023/00625 | lr 1.280e-02 | atrl 2.112e+00 | trl0 2.040e+00 | nm 1.009e+02 | nmx 3.912e-01 | 
+2025-11-24 20:58:41,837 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 077/100 | step 00024/00625 | lr 1.280e-02 | atrl 2.063e+00 | trl0 1.996e+00 | nm 1.009e+02 | nmx 3.899e-01 | 
+2025-11-24 20:58:45,578 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 077/100 | step 00025/00625 | lr 1.280e-02 | atrl 2.076e+00 | trl0 2.010e+00 | nm 1.009e+02 | nmx 3.889e-01 | 
+2025-11-24 20:58:49,320 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 077/100 | step 00026/00625 | lr 1.280e-02 | atrl 2.072e+00 | trl0 2.009e+00 | nm 1.009e+02 | nmx 3.882e-01 | 
+2025-11-24 20:58:53,063 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 077/100 | step 00027/00625 | lr 1.280e-02 | atrl 2.112e+00 | trl0 2.048e+00 | nm 1.009e+02 | nmx 3.879e-01 | 
+2025-11-24 20:58:56,805 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 077/100 | step 00028/00625 | lr 1.280e-02 | atrl 2.091e+00 | trl0 2.018e+00 | nm 1.009e+02 | nmx 3.875e-01 | 
+2025-11-24 20:59:00,545 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 077/100 | step 00029/00625 | lr 1.280e-02 | atrl 2.077e+00 | trl0 2.011e+00 | nm 1.009e+02 | nmx 3.874e-01 | 
+2025-11-24 20:59:04,287 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 077/100 | step 00030/00625 | lr 1.280e-02 | atrl 2.109e+00 | trl0 2.044e+00 | nm 1.009e+02 | nmx 3.876e-01 | 
+2025-11-24 20:59:08,030 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 077/100 | step 00031/00625 | lr 1.280e-02 | atrl 2.082e+00 | trl0 2.011e+00 | nm 1.009e+02 | nmx 3.878e-01 | 
+2025-11-24 20:59:11,781 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 077/100 | step 00032/00625 | lr 1.280e-02 | atrl 2.143e+00 | trl0 2.076e+00 | nm 1.009e+02 | nmx 3.881e-01 | 
+2025-11-24 20:59:15,524 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 077/100 | step 00033/00625 | lr 1.280e-02 | atrl 2.096e+00 | trl0 2.029e+00 | nm 1.009e+02 | nmx 3.886e-01 | 
+2025-11-24 20:59:19,265 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 077/100 | step 00034/00625 | lr 1.280e-02 | atrl 2.129e+00 | trl0 2.068e+00 | nm 1.009e+02 | nmx 3.894e-01 | 
+2025-11-24 20:59:23,007 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 077/100 | step 00035/00625 | lr 1.280e-02 | atrl 2.075e+00 | trl0 2.007e+00 | nm 1.009e+02 | nmx 3.903e-01 | 
+2025-11-24 20:59:26,750 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 077/100 | step 00036/00625 | lr 1.280e-02 | atrl 2.052e+00 | trl0 1.981e+00 | nm 1.009e+02 | nmx 3.913e-01 | 
+2025-11-24 20:59:30,493 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 077/100 | step 00037/00625 | lr 1.280e-02 | atrl 2.053e+00 | trl0 1.989e+00 | nm 1.009e+02 | nmx 3.924e-01 | 
+2025-11-24 20:59:34,234 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 077/100 | step 00038/00625 | lr 1.280e-02 | atrl 2.104e+00 | trl0 2.035e+00 | nm 1.009e+02 | nmx 3.934e-01 | 
+2025-11-24 20:59:37,978 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 077/100 | step 00039/00625 | lr 1.280e-02 | atrl 2.154e+00 | trl0 2.083e+00 | nm 1.009e+02 | nmx 3.941e-01 | 
+2025-11-24 20:59:41,721 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 077/100 | step 00040/00625 | lr 1.280e-02 | atrl 2.051e+00 | trl0 1.981e+00 | nm 1.009e+02 | nmx 3.948e-01 | 
+2025-11-24 20:59:45,464 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 077/100 | step 00041/00625 | lr 1.280e-02 | atrl 2.078e+00 | trl0 2.010e+00 | nm 1.009e+02 | nmx 3.954e-01 | 
+2025-11-24 20:59:49,204 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 077/100 | step 00042/00625 | lr 1.280e-02 | atrl 2.096e+00 | trl0 2.023e+00 | nm 1.009e+02 | nmx 3.957e-01 | 
+2025-11-24 20:59:52,946 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 077/100 | step 00043/00625 | lr 1.280e-02 | atrl 2.054e+00 | trl0 1.984e+00 | nm 1.009e+02 | nmx 3.960e-01 | 
+2025-11-24 20:59:56,687 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 077/100 | step 00044/00625 | lr 1.280e-02 | atrl 2.094e+00 | trl0 2.028e+00 | nm 1.009e+02 | nmx 3.963e-01 | 
+2025-11-24 21:00:00,431 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 077/100 | step 00045/00625 | lr 1.280e-02 | atrl 2.097e+00 | trl0 2.025e+00 | nm 1.009e+02 | nmx 3.965e-01 | 
+2025-11-24 21:00:04,171 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 077/100 | step 00046/00625 | lr 1.280e-02 | atrl 2.107e+00 | trl0 2.039e+00 | nm 1.009e+02 | nmx 3.965e-01 | 
+2025-11-24 21:00:07,914 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 077/100 | step 00047/00625 | lr 1.280e-02 | atrl 2.133e+00 | trl0 2.063e+00 | nm 1.009e+02 | nmx 3.965e-01 | 
+2025-11-24 21:00:11,655 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 077/100 | step 00048/00625 | lr 1.280e-02 | atrl 2.128e+00 | trl0 2.054e+00 | nm 1.009e+02 | nmx 3.963e-01 | 
+2025-11-24 21:00:15,397 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 077/100 | step 00049/00625 | lr 1.280e-02 | atrl 2.085e+00 | trl0 2.009e+00 | nm 1.009e+02 | nmx 3.959e-01 | 
+2025-11-24 21:00:15,801 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 21:00:15,801 | INFO | Starting LR test 5/5: lr=0.6000
+2025-11-24 21:00:15,801 | INFO | Starting EoS for LR factor 0.6000
+2025-11-24 21:00:15,801 | INFO | Starting EoS for checkpoint 76
+2025-11-24 21:00:15,801 | INFO | Starting EoS for model resnet50
+2025-11-24 21:00:16,183 | INFO | Model state successfully loaded
+2025-11-24 21:00:16,530 | INFO | Wrapped model with DDP
+2025-11-24 21:00:16,533 | INFO | Current learning rate: 0.009600000000000003
+2025-11-24 21:00:16,533 | INFO | Original learning rate: 0.016000000000000004
+2025-11-24 21:00:16,536 | INFO | 🎯 Momentum Information:
+2025-11-24 21:00:16,536 | INFO |   Extracted vectors: 161
+2025-11-24 21:00:16,536 | INFO |   Has momentum state: True
+2025-11-24 21:00:24,141 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 077/100 | step 00000/00625 | lr 9.600e-03 | atrl 2.031e+00 | trl0 2.031e+00 | nm 1.009e+02 | nmx 3.496e-02 | 
+2025-11-24 21:00:27,883 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 077/100 | step 00001/00625 | lr 9.600e-03 | atrl 1.999e+00 | trl0 1.998e+00 | nm 1.009e+02 | nmx 6.758e-02 | 
+2025-11-24 21:00:31,627 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 077/100 | step 00002/00625 | lr 9.600e-03 | atrl 2.014e+00 | trl0 2.012e+00 | nm 1.009e+02 | nmx 9.857e-02 | 
+2025-11-24 21:00:35,371 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 077/100 | step 00003/00625 | lr 9.600e-03 | atrl 2.014e+00 | trl0 2.009e+00 | nm 1.009e+02 | nmx 1.276e-01 | 
+2025-11-24 21:00:39,111 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 077/100 | step 00004/00625 | lr 9.600e-03 | atrl 2.054e+00 | trl0 2.046e+00 | nm 1.009e+02 | nmx 1.546e-01 | 
+2025-11-24 21:00:42,855 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 077/100 | step 00005/00625 | lr 9.600e-03 | atrl 2.051e+00 | trl0 2.036e+00 | nm 1.009e+02 | nmx 1.792e-01 | 
+2025-11-24 21:00:46,596 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 077/100 | step 00006/00625 | lr 9.600e-03 | atrl 2.176e+00 | trl0 2.162e+00 | nm 1.009e+02 | nmx 2.020e-01 | 
+2025-11-24 21:00:50,337 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 077/100 | step 00007/00625 | lr 9.600e-03 | atrl 2.087e+00 | trl0 2.070e+00 | nm 1.009e+02 | nmx 2.228e-01 | 
+2025-11-24 21:00:54,080 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 077/100 | step 00008/00625 | lr 9.600e-03 | atrl 2.006e+00 | trl0 1.985e+00 | nm 1.009e+02 | nmx 2.416e-01 | 
+2025-11-24 21:00:57,822 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 077/100 | step 00009/00625 | lr 9.600e-03 | atrl 2.075e+00 | trl0 2.046e+00 | nm 1.009e+02 | nmx 2.583e-01 | 
+2025-11-24 21:01:01,565 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 077/100 | step 00010/00625 | lr 9.600e-03 | atrl 2.126e+00 | trl0 2.095e+00 | nm 1.009e+02 | nmx 2.732e-01 | 
+2025-11-24 21:01:05,306 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 077/100 | step 00011/00625 | lr 9.600e-03 | atrl 2.089e+00 | trl0 2.054e+00 | nm 1.009e+02 | nmx 2.862e-01 | 
+2025-11-24 21:01:09,047 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 077/100 | step 00012/00625 | lr 9.600e-03 | atrl 2.043e+00 | trl0 2.009e+00 | nm 1.009e+02 | nmx 2.976e-01 | 
+2025-11-24 21:01:12,787 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 077/100 | step 00013/00625 | lr 9.600e-03 | atrl 2.075e+00 | trl0 2.039e+00 | nm 1.009e+02 | nmx 3.076e-01 | 
+2025-11-24 21:01:16,526 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 077/100 | step 00014/00625 | lr 9.600e-03 | atrl 2.033e+00 | trl0 1.994e+00 | nm 1.009e+02 | nmx 3.161e-01 | 
+2025-11-24 21:01:20,267 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 077/100 | step 00015/00625 | lr 9.600e-03 | atrl 2.076e+00 | trl0 2.043e+00 | nm 1.009e+02 | nmx 3.235e-01 | 
+2025-11-24 21:01:24,008 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 077/100 | step 00016/00625 | lr 9.600e-03 | atrl 2.013e+00 | trl0 1.968e+00 | nm 1.009e+02 | nmx 3.295e-01 | 
+2025-11-24 21:01:27,748 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 077/100 | step 00017/00625 | lr 9.600e-03 | atrl 2.094e+00 | trl0 2.050e+00 | nm 1.009e+02 | nmx 3.345e-01 | 
+2025-11-24 21:01:31,491 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 077/100 | step 00018/00625 | lr 9.600e-03 | atrl 2.068e+00 | trl0 2.017e+00 | nm 1.009e+02 | nmx 3.381e-01 | 
+2025-11-24 21:01:35,229 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 077/100 | step 00019/00625 | lr 9.600e-03 | atrl 2.033e+00 | trl0 1.985e+00 | nm 1.009e+02 | nmx 3.409e-01 | 
+2025-11-24 21:01:38,972 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 077/100 | step 00020/00625 | lr 9.600e-03 | atrl 2.129e+00 | trl0 2.079e+00 | nm 1.009e+02 | nmx 3.427e-01 | 
+2025-11-24 21:01:42,714 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 077/100 | step 00021/00625 | lr 9.600e-03 | atrl 2.079e+00 | trl0 2.034e+00 | nm 1.009e+02 | nmx 3.440e-01 | 
+2025-11-24 21:01:46,454 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 077/100 | step 00022/00625 | lr 9.600e-03 | atrl 2.108e+00 | trl0 2.061e+00 | nm 1.009e+02 | nmx 3.448e-01 | 
+2025-11-24 21:01:50,197 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 077/100 | step 00023/00625 | lr 9.600e-03 | atrl 2.094e+00 | trl0 2.040e+00 | nm 1.009e+02 | nmx 3.451e-01 | 
+2025-11-24 21:01:53,939 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 077/100 | step 00024/00625 | lr 9.600e-03 | atrl 2.046e+00 | trl0 1.996e+00 | nm 1.009e+02 | nmx 3.450e-01 | 
+2025-11-24 21:01:57,680 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 077/100 | step 00025/00625 | lr 9.600e-03 | atrl 2.060e+00 | trl0 2.010e+00 | nm 1.009e+02 | nmx 3.448e-01 | 
+2025-11-24 21:02:01,424 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 077/100 | step 00026/00625 | lr 9.600e-03 | atrl 2.056e+00 | trl0 2.009e+00 | nm 1.009e+02 | nmx 3.445e-01 | 
+2025-11-24 21:02:05,166 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 077/100 | step 00027/00625 | lr 9.600e-03 | atrl 2.094e+00 | trl0 2.048e+00 | nm 1.009e+02 | nmx 3.442e-01 | 
+2025-11-24 21:02:08,908 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 077/100 | step 00028/00625 | lr 9.600e-03 | atrl 2.072e+00 | trl0 2.018e+00 | nm 1.009e+02 | nmx 3.438e-01 | 
+2025-11-24 21:02:12,650 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 077/100 | step 00029/00625 | lr 9.600e-03 | atrl 2.060e+00 | trl0 2.011e+00 | nm 1.009e+02 | nmx 3.433e-01 | 
+2025-11-24 21:02:16,390 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 077/100 | step 00030/00625 | lr 9.600e-03 | atrl 2.091e+00 | trl0 2.044e+00 | nm 1.009e+02 | nmx 3.429e-01 | 
+2025-11-24 21:02:20,130 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 077/100 | step 00031/00625 | lr 9.600e-03 | atrl 2.062e+00 | trl0 2.011e+00 | nm 1.009e+02 | nmx 3.425e-01 | 
+2025-11-24 21:02:23,871 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 077/100 | step 00032/00625 | lr 9.600e-03 | atrl 2.123e+00 | trl0 2.076e+00 | nm 1.009e+02 | nmx 3.423e-01 | 
+2025-11-24 21:02:27,612 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 077/100 | step 00033/00625 | lr 9.600e-03 | atrl 2.075e+00 | trl0 2.029e+00 | nm 1.009e+02 | nmx 3.422e-01 | 
+2025-11-24 21:02:31,353 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 077/100 | step 00034/00625 | lr 9.600e-03 | atrl 2.109e+00 | trl0 2.068e+00 | nm 1.009e+02 | nmx 3.423e-01 | 
+2025-11-24 21:02:35,097 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 077/100 | step 00035/00625 | lr 9.600e-03 | atrl 2.056e+00 | trl0 2.007e+00 | nm 1.009e+02 | nmx 3.426e-01 | 
+2025-11-24 21:02:38,838 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 077/100 | step 00036/00625 | lr 9.600e-03 | atrl 2.032e+00 | trl0 1.981e+00 | nm 1.009e+02 | nmx 3.428e-01 | 
+2025-11-24 21:02:42,580 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 077/100 | step 00037/00625 | lr 9.600e-03 | atrl 2.032e+00 | trl0 1.989e+00 | nm 1.009e+02 | nmx 3.433e-01 | 
+2025-11-24 21:02:46,321 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 077/100 | step 00038/00625 | lr 9.600e-03 | atrl 2.084e+00 | trl0 2.035e+00 | nm 1.009e+02 | nmx 3.437e-01 | 
+2025-11-24 21:02:50,062 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 077/100 | step 00039/00625 | lr 9.600e-03 | atrl 2.133e+00 | trl0 2.083e+00 | nm 1.009e+02 | nmx 3.440e-01 | 
+2025-11-24 21:02:53,802 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 077/100 | step 00040/00625 | lr 9.600e-03 | atrl 2.029e+00 | trl0 1.981e+00 | nm 1.009e+02 | nmx 3.444e-01 | 
+2025-11-24 21:02:57,545 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 077/100 | step 00041/00625 | lr 9.600e-03 | atrl 2.056e+00 | trl0 2.010e+00 | nm 1.009e+02 | nmx 3.448e-01 | 
+2025-11-24 21:03:01,287 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 077/100 | step 00042/00625 | lr 9.600e-03 | atrl 2.075e+00 | trl0 2.023e+00 | nm 1.009e+02 | nmx 3.451e-01 | 
+2025-11-24 21:03:05,028 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 077/100 | step 00043/00625 | lr 9.600e-03 | atrl 2.032e+00 | trl0 1.984e+00 | nm 1.009e+02 | nmx 3.453e-01 | 
+2025-11-24 21:03:08,768 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 077/100 | step 00044/00625 | lr 9.600e-03 | atrl 2.073e+00 | trl0 2.028e+00 | nm 1.009e+02 | nmx 3.457e-01 | 
+2025-11-24 21:03:12,510 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 077/100 | step 00045/00625 | lr 9.600e-03 | atrl 2.074e+00 | trl0 2.025e+00 | nm 1.009e+02 | nmx 3.460e-01 | 
+2025-11-24 21:03:16,252 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 077/100 | step 00046/00625 | lr 9.600e-03 | atrl 2.084e+00 | trl0 2.039e+00 | nm 1.009e+02 | nmx 3.462e-01 | 
+2025-11-24 21:03:19,995 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 077/100 | step 00047/00625 | lr 9.600e-03 | atrl 2.111e+00 | trl0 2.063e+00 | nm 1.009e+02 | nmx 3.465e-01 | 
+2025-11-24 21:03:23,737 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 077/100 | step 00048/00625 | lr 9.600e-03 | atrl 2.107e+00 | trl0 2.054e+00 | nm 1.009e+02 | nmx 3.466e-01 | 
+2025-11-24 21:03:27,478 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 077/100 | step 00049/00625 | lr 9.600e-03 | atrl 2.063e+00 | trl0 2.009e+00 | nm 1.009e+02 | nmx 3.464e-01 | 
diff --git a/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-8/train.jsonl b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-8/train.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..8f4d5073ed7c9960f4357b7d9e31bbb7f5d74509
--- /dev/null
+++ b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-8/train.jsonl
@@ -0,0 +1,231 @@
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+{"exp_idx": [4, 5], "lr_factor": 0.6, "epoch": [9, 100], "step": [39, 625], "lr": 0.8640960000000001, "atrl": 4.293410301208496, "trl0": 3.4930083751678467, "nm": 142.44547200264506, "nmx": 1.2709796667450168, "olr": 1.44016, "otrl": 3.602421998977661, "trl01": 3.6594748497009277, "otrl1": 3.7589468955993652, "nm0": 142.45264603781175, "onm": 143.16923755016546, "data_diff": 0.0}
+{"exp_idx": [4, 5], "lr_factor": 0.6, "epoch": [9, 100], "step": [40, 625], "lr": 0.8640960000000001, "atrl": 4.293618679046631, "trl0": 3.502058744430542, "nm": 142.4442597673306, "nmx": 1.2733259978287612, "olr": 1.44016, "otrl": 3.5838866233825684, "trl01": 3.4233813285827637, "otrl1": 3.4614362716674805, "nm0": 142.45264603781175, "onm": 143.19141270347964, "data_diff": 0.0}
+{"exp_idx": [4, 5], "lr_factor": 0.6, "epoch": [9, 100], "step": [41, 625], "lr": 0.8640960000000001, "atrl": 4.365815162658691, "trl0": 3.578806161880493, "nm": 142.44364366275298, "nmx": 1.293178012692038, "olr": 1.44016, "otrl": 3.658676862716675, "trl01": 3.614157199859619, "otrl1": 3.707143545150757, "nm0": 142.45264603781175, "onm": 143.21385437749106, "data_diff": 0.0}
+{"exp_idx": [4, 5], "lr_factor": 0.6, "epoch": [9, 100], "step": [42, 625], "lr": 0.8640960000000001, "atrl": 4.367120265960693, "trl0": 3.539571523666382, "nm": 142.44314514061838, "nmx": 1.274987491302441, "olr": 1.44016, "otrl": 3.632155656814575, "trl01": 3.392545700073242, "otrl1": 3.514474630355835, "nm0": 142.45264603781175, "onm": 143.2367474719949, "data_diff": 0.0}
+{"exp_idx": [4, 5], "lr_factor": 0.6, "epoch": [9, 100], "step": [43, 625], "lr": 0.8640960000000001, "atrl": 4.333496570587158, "trl0": 3.530331611633301, "nm": 142.44507657134326, "nmx": 1.270891530591182, "olr": 1.44016, "otrl": 3.6480588912963867, "trl01": 3.4234089851379395, "otrl1": 3.5046398639678955, "nm0": 142.45264603781175, "onm": 143.2584193353538, "data_diff": 0.0}
+{"exp_idx": [4, 5], "lr_factor": 0.6, "epoch": [9, 100], "step": [44, 625], "lr": 0.8640960000000001, "atrl": 4.2812371253967285, "trl0": 3.477308750152588, "nm": 142.44677129507107, "nmx": 1.268305182254726, "olr": 1.44016, "otrl": 3.5474443435668945, "trl01": 3.556957483291626, "otrl1": 3.571251630783081, "nm0": 142.45264603781175, "onm": 143.27804289352434, "data_diff": 0.0}
+{"exp_idx": [4, 5], "lr_factor": 0.6, "epoch": [9, 100], "step": [45, 625], "lr": 0.8640960000000001, "atrl": 4.2980523109436035, "trl0": 3.5095951557159424, "nm": 142.44630582522333, "nmx": 1.2771371703744454, "olr": 1.44016, "otrl": 3.6147139072418213, "trl01": 3.5991482734680176, "otrl1": 3.7163937091827393, "nm0": 142.45264603781175, "onm": 143.29578762289697, "data_diff": 0.0}
+{"exp_idx": [4, 5], "lr_factor": 0.6, "epoch": [9, 100], "step": [46, 625], "lr": 0.8640960000000001, "atrl": 4.308774471282959, "trl0": 3.506993532180786, "nm": 142.4446745065272, "nmx": 1.2807558200805558, "olr": 1.44016, "otrl": 3.5859978199005127, "trl01": 3.6814019680023193, "otrl1": 3.698533535003662, "nm0": 142.45264603781175, "onm": 143.31439061573832, "data_diff": 0.0}
+{"exp_idx": [4, 5], "lr_factor": 0.6, "epoch": [9, 100], "step": [47, 625], "lr": 0.8640960000000001, "atrl": 4.228130340576172, "trl0": 3.446359395980835, "nm": 142.4437154938315, "nmx": 1.2831904578618203, "olr": 1.44016, "otrl": 3.5431442260742188, "trl01": 3.1513078212738037, "otrl1": 3.395507574081421, "nm0": 142.45264603781175, "onm": 143.33321097588077, "data_diff": 0.0}
+{"exp_idx": [4, 5], "lr_factor": 0.6, "epoch": [9, 100], "step": [48, 625], "lr": 0.8640960000000001, "atrl": 4.389593124389648, "trl0": 3.5739073753356934, "nm": 142.44351208290658, "nmx": 1.2672755139762717, "olr": 1.44016, "otrl": 3.6790173053741455, "trl01": 3.710338592529297, "otrl1": 3.788454532623291, "nm0": 142.45264603781175, "onm": 143.35291513063174, "data_diff": 0.0}
+{"exp_idx": [4, 5], "lr_factor": 0.6, "epoch": [9, 100], "step": [49, 625], "lr": 0.8640960000000001, "atrl": 4.32963752746582, "trl0": 3.5427563190460205, "nm": 142.44473462001847, "nmx": 1.2728098523651787, "olr": 1.44016, "otrl": 3.607800245285034, "trl01": 3.6987967491149902, "otrl1": 3.746757984161377, "nm0": 142.45264603781175, "onm": 143.37395638257982, "data_diff": 0.0}
diff --git a/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-8/train.log b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-8/train.log
new file mode 100644
index 0000000000000000000000000000000000000000..edf1ab8234b71427673b797eb4bc8a721442a432
--- /dev/null
+++ b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-8/train.log
@@ -0,0 +1,292 @@
+2025-11-24 16:56:03,629 | INFO | LR factors: [1.4 1.2 1.  0.8 0.6]
+2025-11-24 16:56:05,870 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 16:56:05,870 | INFO | Starting LR test 1/5: lr=1.4000
+2025-11-24 16:56:05,870 | INFO | Starting EoS for LR factor 1.4000
+2025-11-24 16:56:05,870 | INFO | Starting EoS for checkpoint 8
+2025-11-24 16:56:05,871 | INFO | Starting EoS for model resnet50
+2025-11-24 16:56:06,329 | INFO | Model state successfully loaded
+2025-11-24 16:56:07,738 | INFO | Wrapped model with DDP
+2025-11-24 16:56:07,741 | INFO | Current learning rate: 2.0162240000000002
+2025-11-24 16:56:07,741 | INFO | Original learning rate: 1.44016
+2025-11-24 16:56:07,765 | INFO | 🎯 Momentum Information:
+2025-11-24 16:56:07,765 | INFO |   Extracted vectors: 161
+2025-11-24 16:56:07,765 | INFO |   Has momentum state: True
+2025-11-24 16:56:17,139 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 009/100 | step 00000/00625 | lr 2.016e+00 | atrl 3.519e+00 | trl0 3.519e+00 | nm 1.425e+02 | nmx 2.507e+00 | 
+2025-11-24 16:56:20,906 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 009/100 | step 00001/00625 | lr 2.016e+00 | atrl 6.786e+00 | trl0 3.567e+00 | nm 1.424e+02 | nmx 1.488e+00 | 
+2025-11-24 16:56:24,648 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 009/100 | step 00002/00625 | lr 2.016e+00 | atrl 4.785e+00 | trl0 3.555e+00 | nm 1.425e+02 | nmx 2.567e+00 | 
+2025-11-24 16:56:28,391 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 009/100 | step 00003/00625 | lr 2.016e+00 | atrl 7.227e+00 | trl0 3.545e+00 | nm 1.425e+02 | nmx 2.217e+00 | 
+2025-11-24 16:56:32,137 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 009/100 | step 00004/00625 | lr 2.016e+00 | atrl 6.867e+00 | trl0 3.561e+00 | nm 1.425e+02 | nmx 3.595e+00 | 
+2025-11-24 16:56:35,880 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 009/100 | step 00005/00625 | lr 2.016e+00 | atrl 1.392e+01 | trl0 3.539e+00 | nm 1.426e+02 | nmx 6.980e+00 | 
+2025-11-24 16:56:39,623 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 009/100 | step 00006/00625 | lr 2.016e+00 | atrl 5.517e+01 | trl0 3.542e+00 | nm 1.437e+02 | nmx 1.855e+01 | 
+2025-11-24 16:56:43,366 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 009/100 | step 00007/00625 | lr 2.016e+00 | atrl 3.923e+02 | trl0 3.515e+00 | nm 1.524e+02 | nmx 5.438e+01 | 
+2025-11-24 16:56:47,110 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 009/100 | step 00008/00625 | lr 2.016e+00 | atrl 3.347e+03 | trl0 3.514e+00 | nm 2.107e+02 | nmx 1.550e+02 | 
+2025-11-24 16:56:50,852 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 009/100 | step 00009/00625 | lr 2.016e+00 | atrl 2.725e+04 | trl0 3.550e+00 | nm 4.699e+02 | nmx 4.481e+02 | 
+2025-11-24 16:56:54,593 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 009/100 | step 00010/00625 | lr 2.016e+00 | atrl 2.378e+05 | trl0 3.531e+00 | nm 1.386e+03 | nmx 1.378e+03 | 
+2025-11-24 16:56:58,338 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 009/100 | step 00011/00625 | lr 2.016e+00 | atrl 2.351e+06 | trl0 3.482e+00 | nm 4.543e+03 | nmx 4.541e+03 | 
+2025-11-24 16:57:02,082 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 009/100 | step 00012/00625 | lr 2.016e+00 | atrl 2.538e+07 | trl0 3.560e+00 | nm 1.485e+04 | nmx 1.485e+04 | 
+2025-11-24 16:57:05,823 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 009/100 | step 00013/00625 | lr 2.016e+00 | atrl 2.455e+08 | trl0 3.540e+00 | nm 4.162e+04 | nmx 4.162e+04 | 
+2025-11-24 16:57:09,565 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 009/100 | step 00014/00625 | lr 2.016e+00 | atrl 1.976e+09 | trl0 3.485e+00 | nm 1.205e+05 | nmx 1.205e+05 | 
+2025-11-24 16:57:13,306 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 009/100 | step 00015/00625 | lr 2.016e+00 | atrl 1.790e+10 | trl0 3.505e+00 | nm 3.940e+05 | nmx 3.940e+05 | 
+2025-11-24 16:57:17,049 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 009/100 | step 00016/00625 | lr 2.016e+00 | atrl 1.891e+11 | trl0 3.487e+00 | nm 1.272e+06 | nmx 1.272e+06 | 
+2025-11-24 16:57:20,789 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 009/100 | step 00017/00625 | lr 2.016e+00 | atrl 2.077e+12 | trl0 3.525e+00 | nm 4.448e+06 | nmx 4.448e+06 | 
+2025-11-24 16:57:24,532 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 009/100 | step 00018/00625 | lr 2.016e+00 | atrl 2.244e+13 | trl0 3.593e+00 | nm 1.281e+07 | nmx 1.281e+07 | 
+2025-11-24 16:57:28,274 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 009/100 | step 00019/00625 | lr 2.016e+00 | atrl 2.003e+14 | trl0 3.492e+00 | nm 4.148e+07 | nmx 4.148e+07 | 
+2025-11-24 16:57:32,018 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 009/100 | step 00020/00625 | lr 2.016e+00 | atrl 2.245e+15 | trl0 3.489e+00 | nm 1.489e+08 | nmx 1.489e+08 | 
+2025-11-24 16:57:35,762 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 009/100 | step 00021/00625 | lr 2.016e+00 | atrl 2.871e+16 | trl0 3.558e+00 | nm 5.322e+08 | nmx 5.322e+08 | 
+2025-11-24 16:57:39,505 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 009/100 | step 00022/00625 | lr 2.016e+00 | atrl 3.476e+17 | trl0 3.489e+00 | nm 1.740e+09 | nmx 1.740e+09 | 
+2025-11-24 16:57:43,249 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 009/100 | step 00023/00625 | lr 2.016e+00 | atrl 3.884e+18 | trl0 3.636e+00 | nm 6.134e+09 | nmx 6.134e+09 | 
+2025-11-24 16:57:46,991 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 009/100 | step 00024/00625 | lr 2.016e+00 | atrl 5.049e+19 | trl0 3.421e+00 | nm 2.277e+10 | nmx 2.277e+10 | 
+2025-11-24 16:57:50,735 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 009/100 | step 00025/00625 | lr 2.016e+00 | atrl 6.722e+20 | trl0 3.607e+00 | nm 8.017e+10 | nmx 8.017e+10 | 
+2025-11-24 16:57:54,476 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 009/100 | step 00026/00625 | lr 2.016e+00 | atrl 6.952e+21 | trl0 3.522e+00 | nm 2.203e+11 | nmx 2.203e+11 | 
+2025-11-24 16:57:58,219 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 009/100 | step 00027/00625 | lr 2.016e+00 | atrl 5.341e+22 | trl0 3.517e+00 | nm 6.063e+11 | nmx 6.063e+11 | 
+2025-11-24 16:58:01,962 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 009/100 | step 00028/00625 | lr 2.016e+00 | atrl 4.591e+23 | trl0 3.537e+00 | nm 2.027e+12 | nmx 2.027e+12 | 
+2025-11-24 16:58:05,704 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 009/100 | step 00029/00625 | lr 2.016e+00 | atrl 5.152e+24 | trl0 3.557e+00 | nm 6.823e+12 | nmx 6.823e+12 | 
+2025-11-24 16:58:09,447 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 009/100 | step 00030/00625 | lr 2.016e+00 | atrl 5.813e+25 | trl0 3.522e+00 | nm 2.292e+13 | nmx 2.292e+13 | 
+2025-11-24 16:58:13,192 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 009/100 | step 00031/00625 | lr 2.016e+00 | atrl 6.523e+26 | trl0 3.507e+00 | nm 7.578e+13 | nmx 7.578e+13 | 
+2025-11-24 16:58:16,932 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 009/100 | step 00032/00625 | lr 2.016e+00 | atrl 7.366e+27 | trl0 3.509e+00 | nm 2.666e+14 | nmx 2.666e+14 | 
+2025-11-24 16:58:20,672 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 009/100 | step 00033/00625 | lr 2.016e+00 | atrl 8.758e+28 | trl0 3.555e+00 | nm 8.758e+14 | nmx 8.758e+14 | 
+2025-11-24 16:58:24,412 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 009/100 | step 00034/00625 | lr 2.016e+00 | atrl 9.314e+29 | trl0 3.490e+00 | nm 2.816e+15 | nmx 2.816e+15 | 
+2025-11-24 16:58:24,762 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 16:58:24,762 | INFO | Starting LR test 2/5: lr=1.2000
+2025-11-24 16:58:24,762 | INFO | Starting EoS for LR factor 1.2000
+2025-11-24 16:58:24,762 | INFO | Starting EoS for checkpoint 8
+2025-11-24 16:58:24,763 | INFO | Starting EoS for model resnet50
+2025-11-24 16:58:25,152 | INFO | Model state successfully loaded
+2025-11-24 16:58:25,328 | INFO | Wrapped model with DDP
+2025-11-24 16:58:25,330 | INFO | Current learning rate: 1.7281920000000002
+2025-11-24 16:58:25,330 | INFO | Original learning rate: 1.44016
+2025-11-24 16:58:25,410 | INFO | 🎯 Momentum Information:
+2025-11-24 16:58:25,410 | INFO |   Extracted vectors: 161
+2025-11-24 16:58:25,410 | INFO |   Has momentum state: True
+2025-11-24 16:58:33,242 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 009/100 | step 00000/00625 | lr 1.728e+00 | atrl 3.519e+00 | trl0 3.519e+00 | nm 1.425e+02 | nmx 2.149e+00 | 
+2025-11-24 16:58:36,982 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 009/100 | step 00001/00625 | lr 1.728e+00 | atrl 5.918e+00 | trl0 3.567e+00 | nm 1.424e+02 | nmx 1.173e+00 | 
+2025-11-24 16:58:40,724 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 009/100 | step 00002/00625 | lr 1.728e+00 | atrl 4.219e+00 | trl0 3.555e+00 | nm 1.424e+02 | nmx 2.107e+00 | 
+2025-11-24 16:58:44,467 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 009/100 | step 00003/00625 | lr 1.728e+00 | atrl 5.881e+00 | trl0 3.545e+00 | nm 1.425e+02 | nmx 1.501e+00 | 
+2025-11-24 16:58:48,209 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 009/100 | step 00004/00625 | lr 1.728e+00 | atrl 4.799e+00 | trl0 3.561e+00 | nm 1.425e+02 | nmx 2.172e+00 | 
+2025-11-24 16:58:51,949 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 009/100 | step 00005/00625 | lr 1.728e+00 | atrl 6.181e+00 | trl0 3.539e+00 | nm 1.424e+02 | nmx 2.115e+00 | 
+2025-11-24 16:58:55,691 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 009/100 | step 00006/00625 | lr 1.728e+00 | atrl 6.620e+00 | trl0 3.542e+00 | nm 1.425e+02 | nmx 3.121e+00 | 
+2025-11-24 16:58:59,433 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 009/100 | step 00007/00625 | lr 1.728e+00 | atrl 1.244e+01 | trl0 3.515e+00 | nm 1.426e+02 | nmx 5.902e+00 | 
+2025-11-24 16:59:03,174 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 009/100 | step 00008/00625 | lr 1.728e+00 | atrl 3.914e+01 | trl0 3.514e+00 | nm 1.429e+02 | nmx 1.156e+01 | 
+2025-11-24 16:59:06,914 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 009/100 | step 00009/00625 | lr 1.728e+00 | atrl 1.463e+02 | trl0 3.550e+00 | nm 1.444e+02 | nmx 2.329e+01 | 
+2025-11-24 16:59:10,656 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 009/100 | step 00010/00625 | lr 1.728e+00 | atrl 6.121e+02 | trl0 3.531e+00 | nm 1.511e+02 | nmx 5.067e+01 | 
+2025-11-24 16:59:14,396 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 009/100 | step 00011/00625 | lr 1.728e+00 | atrl 3.067e+03 | trl0 3.482e+00 | nm 1.872e+02 | nmx 1.214e+02 | 
+2025-11-24 16:59:18,137 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 009/100 | step 00012/00625 | lr 1.728e+00 | atrl 1.758e+04 | trl0 3.560e+00 | nm 3.236e+02 | nmx 2.908e+02 | 
+2025-11-24 16:59:21,877 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 009/100 | step 00013/00625 | lr 1.728e+00 | atrl 9.171e+04 | trl0 3.540e+00 | nm 6.061e+02 | nmx 5.890e+02 | 
+2025-11-24 16:59:25,617 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 009/100 | step 00014/00625 | lr 1.728e+00 | atrl 3.780e+05 | trl0 3.485e+00 | nm 1.203e+03 | nmx 1.195e+03 | 
+2025-11-24 16:59:29,357 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 009/100 | step 00015/00625 | lr 1.728e+00 | atrl 1.684e+06 | trl0 3.505e+00 | nm 2.804e+03 | nmx 2.800e+03 | 
+2025-11-24 16:59:33,099 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 009/100 | step 00016/00625 | lr 1.728e+00 | atrl 9.219e+06 | trl0 3.487e+00 | nm 6.584e+03 | nmx 6.583e+03 | 
+2025-11-24 16:59:36,840 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 009/100 | step 00017/00625 | lr 1.728e+00 | atrl 5.367e+07 | trl0 3.525e+00 | nm 1.691e+04 | nmx 1.691e+04 | 
+2025-11-24 16:59:40,581 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 009/100 | step 00018/00625 | lr 1.728e+00 | atrl 3.164e+08 | trl0 3.593e+00 | nm 3.541e+04 | nmx 3.541e+04 | 
+2025-11-24 16:59:44,323 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 009/100 | step 00019/00625 | lr 1.728e+00 | atrl 1.462e+09 | trl0 3.492e+00 | nm 8.187e+04 | nmx 8.187e+04 | 
+2025-11-24 16:59:48,065 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 009/100 | step 00020/00625 | lr 1.728e+00 | atrl 8.457e+09 | trl0 3.489e+00 | nm 2.173e+05 | nmx 2.173e+05 | 
+2025-11-24 16:59:51,804 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 009/100 | step 00021/00625 | lr 1.728e+00 | atrl 5.932e+10 | trl0 3.558e+00 | nm 5.774e+05 | nmx 5.774e+05 | 
+2025-11-24 16:59:55,547 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 009/100 | step 00022/00625 | lr 1.728e+00 | atrl 3.988e+11 | trl0 3.489e+00 | nm 1.396e+06 | nmx 1.396e+06 | 
+2025-11-24 16:59:59,288 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 009/100 | step 00023/00625 | lr 1.728e+00 | atrl 2.417e+12 | trl0 3.636e+00 | nm 3.626e+06 | nmx 3.626e+06 | 
+2025-11-24 17:00:03,028 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 009/100 | step 00024/00625 | lr 1.728e+00 | atrl 1.720e+13 | trl0 3.421e+00 | nm 1.010e+07 | nmx 1.010e+07 | 
+2025-11-24 17:00:06,770 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 009/100 | step 00025/00625 | lr 1.728e+00 | atrl 1.296e+14 | trl0 3.607e+00 | nm 2.667e+07 | nmx 2.667e+07 | 
+2025-11-24 17:00:10,513 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 009/100 | step 00026/00625 | lr 1.728e+00 | atrl 7.503e+14 | trl0 3.522e+00 | nm 5.324e+07 | nmx 5.324e+07 | 
+2025-11-24 17:00:14,252 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 009/100 | step 00027/00625 | lr 1.728e+00 | atrl 2.948e+15 | trl0 3.517e+00 | nm 1.006e+08 | nmx 1.006e+08 | 
+2025-11-24 17:00:17,992 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 009/100 | step 00028/00625 | lr 1.728e+00 | atrl 1.201e+16 | trl0 3.537e+00 | nm 2.396e+08 | nmx 2.396e+08 | 
+2025-11-24 17:00:21,732 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 009/100 | step 00029/00625 | lr 1.728e+00 | atrl 6.942e+16 | trl0 3.557e+00 | nm 5.902e+08 | nmx 5.902e+08 | 
+2025-11-24 17:00:25,474 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 009/100 | step 00030/00625 | lr 1.728e+00 | atrl 4.209e+17 | trl0 3.522e+00 | nm 1.456e+09 | nmx 1.456e+09 | 
+2025-11-24 17:00:29,216 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 009/100 | step 00031/00625 | lr 1.728e+00 | atrl 2.561e+18 | trl0 3.507e+00 | nm 3.547e+09 | nmx 3.547e+09 | 
+2025-11-24 17:00:32,957 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 009/100 | step 00032/00625 | lr 1.728e+00 | atrl 1.560e+19 | trl0 3.509e+00 | nm 9.199e+09 | nmx 9.199e+09 | 
+2025-11-24 17:00:36,698 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 009/100 | step 00033/00625 | lr 1.728e+00 | atrl 1.016e+20 | trl0 3.555e+00 | nm 2.234e+10 | nmx 2.234e+10 | 
+2025-11-24 17:00:40,440 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 009/100 | step 00034/00625 | lr 1.728e+00 | atrl 5.872e+20 | trl0 3.490e+00 | nm 5.248e+10 | nmx 5.248e+10 | 
+2025-11-24 17:00:44,186 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 009/100 | step 00035/00625 | lr 1.728e+00 | atrl 3.227e+21 | trl0 3.511e+00 | nm 1.216e+11 | nmx 1.216e+11 | 
+2025-11-24 17:00:47,932 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 009/100 | step 00036/00625 | lr 1.728e+00 | atrl 1.760e+22 | trl0 3.487e+00 | nm 2.934e+11 | nmx 2.934e+11 | 
+2025-11-24 17:00:51,672 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 009/100 | step 00037/00625 | lr 1.728e+00 | atrl 1.088e+23 | trl0 3.562e+00 | nm 7.790e+11 | nmx 7.790e+11 | 
+2025-11-24 17:00:55,414 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 009/100 | step 00038/00625 | lr 1.728e+00 | atrl 7.691e+23 | trl0 3.482e+00 | nm 2.080e+12 | nmx 2.080e+12 | 
+2025-11-24 17:00:59,157 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 009/100 | step 00039/00625 | lr 1.728e+00 | atrl 5.711e+24 | trl0 3.493e+00 | nm 5.918e+12 | nmx 5.918e+12 | 
+2025-11-24 17:01:02,900 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 009/100 | step 00040/00625 | lr 1.728e+00 | atrl 4.636e+25 | trl0 3.502e+00 | nm 1.679e+13 | nmx 1.679e+13 | 
+2025-11-24 17:01:06,645 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 009/100 | step 00041/00625 | lr 1.728e+00 | atrl 3.562e+26 | trl0 3.579e+00 | nm 4.418e+13 | nmx 4.418e+13 | 
+2025-11-24 17:01:10,388 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 009/100 | step 00042/00625 | lr 1.728e+00 | atrl 2.262e+27 | trl0 3.540e+00 | nm 1.004e+14 | nmx 1.004e+14 | 
+2025-11-24 17:01:14,130 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 009/100 | step 00043/00625 | lr 1.728e+00 | atrl 1.191e+28 | trl0 3.530e+00 | nm 2.372e+14 | nmx 2.372e+14 | 
+2025-11-24 17:01:17,872 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 009/100 | step 00044/00625 | lr 1.728e+00 | atrl 7.154e+28 | trl0 3.477e+00 | nm 6.307e+14 | nmx 6.307e+14 | 
+2025-11-24 17:01:21,615 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 009/100 | step 00045/00625 | lr 1.728e+00 | atrl 4.636e+29 | trl0 3.510e+00 | nm 1.448e+15 | nmx 1.448e+15 | 
+2025-11-24 17:01:22,197 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 17:01:22,197 | INFO | Starting LR test 3/5: lr=1.0000
+2025-11-24 17:01:22,197 | INFO | Starting EoS for LR factor 1.0000
+2025-11-24 17:01:22,198 | INFO | Starting EoS for checkpoint 8
+2025-11-24 17:01:22,198 | INFO | Starting EoS for model resnet50
+2025-11-24 17:01:22,581 | INFO | Model state successfully loaded
+2025-11-24 17:01:22,823 | INFO | Wrapped model with DDP
+2025-11-24 17:01:22,826 | INFO | Current learning rate: 1.44016
+2025-11-24 17:01:22,826 | INFO | Original learning rate: 1.44016
+2025-11-24 17:01:22,829 | INFO | 🎯 Momentum Information:
+2025-11-24 17:01:22,829 | INFO |   Extracted vectors: 161
+2025-11-24 17:01:22,829 | INFO |   Has momentum state: True
+2025-11-24 17:01:30,408 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 009/100 | step 00000/00625 | lr 1.440e+00 | atrl 3.519e+00 | trl0 3.519e+00 | nm 1.425e+02 | nmx 1.791e+00 | 
+2025-11-24 17:01:34,151 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 009/100 | step 00001/00625 | lr 1.440e+00 | atrl 5.185e+00 | trl0 3.567e+00 | nm 1.424e+02 | nmx 1.183e+00 | 
+2025-11-24 17:01:37,894 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 009/100 | step 00002/00625 | lr 1.440e+00 | atrl 4.177e+00 | trl0 3.555e+00 | nm 1.424e+02 | nmx 1.559e+00 | 
+2025-11-24 17:01:41,638 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 009/100 | step 00003/00625 | lr 1.440e+00 | atrl 4.789e+00 | trl0 3.545e+00 | nm 1.425e+02 | nmx 1.591e+00 | 
+2025-11-24 17:01:45,380 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 009/100 | step 00004/00625 | lr 1.440e+00 | atrl 4.903e+00 | trl0 3.561e+00 | nm 1.425e+02 | nmx 1.443e+00 | 
+2025-11-24 17:01:49,122 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 009/100 | step 00005/00625 | lr 1.440e+00 | atrl 4.728e+00 | trl0 3.539e+00 | nm 1.425e+02 | nmx 1.928e+00 | 
+2025-11-24 17:01:52,864 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 009/100 | step 00006/00625 | lr 1.440e+00 | atrl 5.662e+00 | trl0 3.542e+00 | nm 1.424e+02 | nmx 1.710e+00 | 
+2025-11-24 17:01:56,607 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 009/100 | step 00007/00625 | lr 1.440e+00 | atrl 5.637e+00 | trl0 3.515e+00 | nm 1.425e+02 | nmx 2.300e+00 | 
+2025-11-24 17:02:00,351 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 009/100 | step 00008/00625 | lr 1.440e+00 | atrl 7.157e+00 | trl0 3.514e+00 | nm 1.425e+02 | nmx 2.315e+00 | 
+2025-11-24 17:02:04,092 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 009/100 | step 00009/00625 | lr 1.440e+00 | atrl 7.387e+00 | trl0 3.550e+00 | nm 1.425e+02 | nmx 2.485e+00 | 
+2025-11-24 17:02:07,834 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 009/100 | step 00010/00625 | lr 1.440e+00 | atrl 7.658e+00 | trl0 3.531e+00 | nm 1.425e+02 | nmx 2.523e+00 | 
+2025-11-24 17:02:11,576 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 009/100 | step 00011/00625 | lr 1.440e+00 | atrl 7.667e+00 | trl0 3.482e+00 | nm 1.425e+02 | nmx 2.544e+00 | 
+2025-11-24 17:02:15,316 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 009/100 | step 00012/00625 | lr 1.440e+00 | atrl 7.812e+00 | trl0 3.560e+00 | nm 1.425e+02 | nmx 2.732e+00 | 
+2025-11-24 17:02:19,059 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 009/100 | step 00013/00625 | lr 1.440e+00 | atrl 8.440e+00 | trl0 3.540e+00 | nm 1.425e+02 | nmx 2.758e+00 | 
+2025-11-24 17:02:22,802 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 009/100 | step 00014/00625 | lr 1.440e+00 | atrl 8.289e+00 | trl0 3.485e+00 | nm 1.425e+02 | nmx 2.700e+00 | 
+2025-11-24 17:02:26,542 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 009/100 | step 00015/00625 | lr 1.440e+00 | atrl 7.975e+00 | trl0 3.505e+00 | nm 1.425e+02 | nmx 2.636e+00 | 
+2025-11-24 17:02:30,285 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 009/100 | step 00016/00625 | lr 1.440e+00 | atrl 7.366e+00 | trl0 3.487e+00 | nm 1.425e+02 | nmx 2.556e+00 | 
+2025-11-24 17:02:34,026 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 009/100 | step 00017/00625 | lr 1.440e+00 | atrl 7.055e+00 | trl0 3.525e+00 | nm 1.425e+02 | nmx 2.542e+00 | 
+2025-11-24 17:02:37,769 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 009/100 | step 00018/00625 | lr 1.440e+00 | atrl 7.090e+00 | trl0 3.593e+00 | nm 1.425e+02 | nmx 2.468e+00 | 
+2025-11-24 17:02:41,510 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 009/100 | step 00019/00625 | lr 1.440e+00 | atrl 6.724e+00 | trl0 3.492e+00 | nm 1.425e+02 | nmx 2.465e+00 | 
+2025-11-24 17:02:45,250 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 009/100 | step 00020/00625 | lr 1.440e+00 | atrl 6.688e+00 | trl0 3.489e+00 | nm 1.425e+02 | nmx 2.393e+00 | 
+2025-11-24 17:02:48,993 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 009/100 | step 00021/00625 | lr 1.440e+00 | atrl 6.626e+00 | trl0 3.558e+00 | nm 1.425e+02 | nmx 2.438e+00 | 
+2025-11-24 17:02:52,735 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 009/100 | step 00022/00625 | lr 1.440e+00 | atrl 6.826e+00 | trl0 3.489e+00 | nm 1.425e+02 | nmx 2.467e+00 | 
+2025-11-24 17:02:56,476 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 009/100 | step 00023/00625 | lr 1.440e+00 | atrl 7.172e+00 | trl0 3.636e+00 | nm 1.425e+02 | nmx 2.615e+00 | 
+2025-11-24 17:03:00,218 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 009/100 | step 00024/00625 | lr 1.440e+00 | atrl 8.134e+00 | trl0 3.421e+00 | nm 1.425e+02 | nmx 3.232e+00 | 
+2025-11-24 17:03:03,963 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 009/100 | step 00025/00625 | lr 1.440e+00 | atrl 1.241e+01 | trl0 3.607e+00 | nm 1.425e+02 | nmx 4.348e+00 | 
+2025-11-24 17:03:07,704 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 009/100 | step 00026/00625 | lr 1.440e+00 | atrl 1.968e+01 | trl0 3.522e+00 | nm 1.425e+02 | nmx 5.025e+00 | 
+2025-11-24 17:03:11,446 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 009/100 | step 00027/00625 | lr 1.440e+00 | atrl 2.281e+01 | trl0 3.517e+00 | nm 1.425e+02 | nmx 4.637e+00 | 
+2025-11-24 17:03:15,188 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 009/100 | step 00028/00625 | lr 1.440e+00 | atrl 1.993e+01 | trl0 3.537e+00 | nm 1.425e+02 | nmx 4.937e+00 | 
+2025-11-24 17:03:18,933 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 009/100 | step 00029/00625 | lr 1.440e+00 | atrl 2.052e+01 | trl0 3.557e+00 | nm 1.425e+02 | nmx 4.989e+00 | 
+2025-11-24 17:03:22,676 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 009/100 | step 00030/00625 | lr 1.440e+00 | atrl 2.105e+01 | trl0 3.522e+00 | nm 1.425e+02 | nmx 5.266e+00 | 
+2025-11-24 17:03:26,420 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 009/100 | step 00031/00625 | lr 1.440e+00 | atrl 2.443e+01 | trl0 3.507e+00 | nm 1.426e+02 | nmx 6.124e+00 | 
+2025-11-24 17:03:30,162 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 009/100 | step 00032/00625 | lr 1.440e+00 | atrl 3.510e+01 | trl0 3.509e+00 | nm 1.427e+02 | nmx 7.910e+00 | 
+2025-11-24 17:03:33,904 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 009/100 | step 00033/00625 | lr 1.440e+00 | atrl 6.204e+01 | trl0 3.555e+00 | nm 1.428e+02 | nmx 1.068e+01 | 
+2025-11-24 17:03:37,645 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 009/100 | step 00034/00625 | lr 1.440e+00 | atrl 1.119e+02 | trl0 3.490e+00 | nm 1.431e+02 | nmx 1.368e+01 | 
+2025-11-24 17:03:41,389 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 009/100 | step 00035/00625 | lr 1.440e+00 | atrl 1.821e+02 | trl0 3.511e+00 | nm 1.434e+02 | nmx 1.698e+01 | 
+2025-11-24 17:03:45,131 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 009/100 | step 00036/00625 | lr 1.440e+00 | atrl 2.783e+02 | trl0 3.487e+00 | nm 1.441e+02 | nmx 2.161e+01 | 
+2025-11-24 17:03:48,874 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 009/100 | step 00037/00625 | lr 1.440e+00 | atrl 4.687e+02 | trl0 3.562e+00 | nm 1.456e+02 | nmx 3.041e+01 | 
+2025-11-24 17:03:52,617 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 009/100 | step 00038/00625 | lr 1.440e+00 | atrl 9.977e+02 | trl0 3.482e+00 | nm 1.501e+02 | nmx 4.706e+01 | 
+2025-11-24 17:03:56,358 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 009/100 | step 00039/00625 | lr 1.440e+00 | atrl 2.556e+03 | trl0 3.493e+00 | nm 1.634e+02 | nmx 8.020e+01 | 
+2025-11-24 17:04:00,102 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 009/100 | step 00040/00625 | lr 1.440e+00 | atrl 7.794e+03 | trl0 3.502e+00 | nm 2.026e+02 | nmx 1.439e+02 | 
+2025-11-24 17:04:03,845 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 009/100 | step 00041/00625 | lr 1.440e+00 | atrl 2.418e+04 | trl0 3.579e+00 | nm 2.761e+02 | nmx 2.366e+02 | 
+2025-11-24 17:04:07,585 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 009/100 | step 00042/00625 | lr 1.440e+00 | atrl 6.002e+04 | trl0 3.540e+00 | nm 3.559e+02 | nmx 3.260e+02 | 
+2025-11-24 17:04:11,328 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 009/100 | step 00043/00625 | lr 1.440e+00 | atrl 1.089e+05 | trl0 3.530e+00 | nm 4.513e+02 | nmx 4.285e+02 | 
+2025-11-24 17:04:15,071 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 009/100 | step 00044/00625 | lr 1.440e+00 | atrl 1.961e+05 | trl0 3.477e+00 | nm 6.503e+02 | nmx 6.343e+02 | 
+2025-11-24 17:04:18,814 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 009/100 | step 00045/00625 | lr 1.440e+00 | atrl 4.098e+05 | trl0 3.510e+00 | nm 8.537e+02 | nmx 8.420e+02 | 
+2025-11-24 17:04:22,556 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 009/100 | step 00046/00625 | lr 1.440e+00 | atrl 7.223e+05 | trl0 3.507e+00 | nm 1.141e+03 | nmx 1.132e+03 | 
+2025-11-24 17:04:26,297 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 009/100 | step 00047/00625 | lr 1.440e+00 | atrl 1.394e+06 | trl0 3.446e+00 | nm 1.699e+03 | nmx 1.694e+03 | 
+2025-11-24 17:04:30,041 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 009/100 | step 00048/00625 | lr 1.440e+00 | atrl 2.910e+06 | trl0 3.574e+00 | nm 2.240e+03 | nmx 2.236e+03 | 
+2025-11-24 17:04:33,782 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 009/100 | step 00049/00625 | lr 1.440e+00 | atrl 5.179e+06 | trl0 3.543e+00 | nm 3.194e+03 | nmx 3.191e+03 | 
+2025-11-24 17:04:34,345 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 17:04:34,346 | INFO | Starting LR test 4/5: lr=0.8000
+2025-11-24 17:04:34,346 | INFO | Starting EoS for LR factor 0.8000
+2025-11-24 17:04:34,346 | INFO | Starting EoS for checkpoint 8
+2025-11-24 17:04:34,346 | INFO | Starting EoS for model resnet50
+2025-11-24 17:04:34,728 | INFO | Model state successfully loaded
+2025-11-24 17:04:34,948 | INFO | Wrapped model with DDP
+2025-11-24 17:04:34,950 | INFO | Current learning rate: 1.152128
+2025-11-24 17:04:34,950 | INFO | Original learning rate: 1.44016
+2025-11-24 17:04:34,954 | INFO | 🎯 Momentum Information:
+2025-11-24 17:04:34,954 | INFO |   Extracted vectors: 161
+2025-11-24 17:04:34,954 | INFO |   Has momentum state: True
+2025-11-24 17:04:42,424 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 009/100 | step 00000/00625 | lr 1.152e+00 | atrl 3.519e+00 | trl0 3.519e+00 | nm 1.425e+02 | nmx 1.433e+00 | 
+2025-11-24 17:04:46,166 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 009/100 | step 00001/00625 | lr 1.152e+00 | atrl 4.589e+00 | trl0 3.567e+00 | nm 1.424e+02 | nmx 1.255e+00 | 
+2025-11-24 17:04:49,910 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 009/100 | step 00002/00625 | lr 1.152e+00 | atrl 4.257e+00 | trl0 3.555e+00 | nm 1.424e+02 | nmx 1.029e+00 | 
+2025-11-24 17:04:53,650 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 009/100 | step 00003/00625 | lr 1.152e+00 | atrl 4.032e+00 | trl0 3.545e+00 | nm 1.424e+02 | nmx 1.507e+00 | 
+2025-11-24 17:04:57,391 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 009/100 | step 00004/00625 | lr 1.152e+00 | atrl 4.719e+00 | trl0 3.561e+00 | nm 1.425e+02 | nmx 1.114e+00 | 
+2025-11-24 17:05:01,133 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 009/100 | step 00005/00625 | lr 1.152e+00 | atrl 4.179e+00 | trl0 3.539e+00 | nm 1.425e+02 | nmx 1.347e+00 | 
+2025-11-24 17:05:04,874 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 009/100 | step 00006/00625 | lr 1.152e+00 | atrl 4.439e+00 | trl0 3.542e+00 | nm 1.424e+02 | nmx 1.479e+00 | 
+2025-11-24 17:05:08,617 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 009/100 | step 00007/00625 | lr 1.152e+00 | atrl 4.578e+00 | trl0 3.515e+00 | nm 1.424e+02 | nmx 1.221e+00 | 
+2025-11-24 17:05:12,357 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 009/100 | step 00008/00625 | lr 1.152e+00 | atrl 4.263e+00 | trl0 3.514e+00 | nm 1.424e+02 | nmx 1.471e+00 | 
+2025-11-24 17:05:16,101 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 009/100 | step 00009/00625 | lr 1.152e+00 | atrl 4.629e+00 | trl0 3.550e+00 | nm 1.425e+02 | nmx 1.428e+00 | 
+2025-11-24 17:05:19,842 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 009/100 | step 00010/00625 | lr 1.152e+00 | atrl 4.560e+00 | trl0 3.531e+00 | nm 1.425e+02 | nmx 1.344e+00 | 
+2025-11-24 17:05:23,585 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 009/100 | step 00011/00625 | lr 1.152e+00 | atrl 4.374e+00 | trl0 3.482e+00 | nm 1.424e+02 | nmx 1.522e+00 | 
+2025-11-24 17:05:27,327 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 009/100 | step 00012/00625 | lr 1.152e+00 | atrl 4.717e+00 | trl0 3.560e+00 | nm 1.424e+02 | nmx 1.403e+00 | 
+2025-11-24 17:05:31,070 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 009/100 | step 00013/00625 | lr 1.152e+00 | atrl 4.511e+00 | trl0 3.540e+00 | nm 1.424e+02 | nmx 1.444e+00 | 
+2025-11-24 17:05:34,811 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 009/100 | step 00014/00625 | lr 1.152e+00 | atrl 4.514e+00 | trl0 3.485e+00 | nm 1.424e+02 | nmx 1.510e+00 | 
+2025-11-24 17:05:38,552 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 009/100 | step 00015/00625 | lr 1.152e+00 | atrl 4.624e+00 | trl0 3.505e+00 | nm 1.425e+02 | nmx 1.411e+00 | 
+2025-11-24 17:05:42,293 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 009/100 | step 00016/00625 | lr 1.152e+00 | atrl 4.497e+00 | trl0 3.487e+00 | nm 1.425e+02 | nmx 1.500e+00 | 
+2025-11-24 17:05:46,034 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 009/100 | step 00017/00625 | lr 1.152e+00 | atrl 4.660e+00 | trl0 3.525e+00 | nm 1.424e+02 | nmx 1.499e+00 | 
+2025-11-24 17:05:49,776 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 009/100 | step 00018/00625 | lr 1.152e+00 | atrl 4.700e+00 | trl0 3.593e+00 | nm 1.424e+02 | nmx 1.476e+00 | 
+2025-11-24 17:05:53,521 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 009/100 | step 00019/00625 | lr 1.152e+00 | atrl 4.574e+00 | trl0 3.492e+00 | nm 1.424e+02 | nmx 1.542e+00 | 
+2025-11-24 17:05:57,263 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 009/100 | step 00020/00625 | lr 1.152e+00 | atrl 4.684e+00 | trl0 3.489e+00 | nm 1.425e+02 | nmx 1.494e+00 | 
+2025-11-24 17:06:01,005 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 009/100 | step 00021/00625 | lr 1.152e+00 | atrl 4.715e+00 | trl0 3.558e+00 | nm 1.425e+02 | nmx 1.517e+00 | 
+2025-11-24 17:06:04,746 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 009/100 | step 00022/00625 | lr 1.152e+00 | atrl 4.648e+00 | trl0 3.489e+00 | nm 1.424e+02 | nmx 1.570e+00 | 
+2025-11-24 17:06:08,488 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 009/100 | step 00023/00625 | lr 1.152e+00 | atrl 4.875e+00 | trl0 3.636e+00 | nm 1.424e+02 | nmx 1.542e+00 | 
+2025-11-24 17:06:12,230 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 009/100 | step 00024/00625 | lr 1.152e+00 | atrl 4.638e+00 | trl0 3.421e+00 | nm 1.424e+02 | nmx 1.561e+00 | 
+2025-11-24 17:06:15,973 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 009/100 | step 00025/00625 | lr 1.152e+00 | atrl 4.856e+00 | trl0 3.607e+00 | nm 1.424e+02 | nmx 1.546e+00 | 
+2025-11-24 17:06:19,717 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 009/100 | step 00026/00625 | lr 1.152e+00 | atrl 4.730e+00 | trl0 3.522e+00 | nm 1.425e+02 | nmx 1.549e+00 | 
+2025-11-24 17:06:23,458 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 009/100 | step 00027/00625 | lr 1.152e+00 | atrl 4.744e+00 | trl0 3.517e+00 | nm 1.424e+02 | nmx 1.569e+00 | 
+2025-11-24 17:06:27,199 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 009/100 | step 00028/00625 | lr 1.152e+00 | atrl 4.770e+00 | trl0 3.537e+00 | nm 1.424e+02 | nmx 1.569e+00 | 
+2025-11-24 17:06:30,944 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 009/100 | step 00029/00625 | lr 1.152e+00 | atrl 4.798e+00 | trl0 3.557e+00 | nm 1.424e+02 | nmx 1.538e+00 | 
+2025-11-24 17:06:34,696 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 009/100 | step 00030/00625 | lr 1.152e+00 | atrl 4.723e+00 | trl0 3.522e+00 | nm 1.424e+02 | nmx 1.581e+00 | 
+2025-11-24 17:06:38,442 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 009/100 | step 00031/00625 | lr 1.152e+00 | atrl 4.805e+00 | trl0 3.507e+00 | nm 1.425e+02 | nmx 1.557e+00 | 
+2025-11-24 17:06:42,186 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 009/100 | step 00032/00625 | lr 1.152e+00 | atrl 4.732e+00 | trl0 3.509e+00 | nm 1.424e+02 | nmx 1.571e+00 | 
+2025-11-24 17:06:45,928 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 009/100 | step 00033/00625 | lr 1.152e+00 | atrl 4.808e+00 | trl0 3.555e+00 | nm 1.424e+02 | nmx 1.561e+00 | 
+2025-11-24 17:06:49,671 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 009/100 | step 00034/00625 | lr 1.152e+00 | atrl 4.733e+00 | trl0 3.490e+00 | nm 1.424e+02 | nmx 1.582e+00 | 
+2025-11-24 17:06:53,413 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 009/100 | step 00035/00625 | lr 1.152e+00 | atrl 4.796e+00 | trl0 3.511e+00 | nm 1.424e+02 | nmx 1.568e+00 | 
+2025-11-24 17:06:57,157 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 009/100 | step 00036/00625 | lr 1.152e+00 | atrl 4.724e+00 | trl0 3.487e+00 | nm 1.424e+02 | nmx 1.572e+00 | 
+2025-11-24 17:07:00,899 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 009/100 | step 00037/00625 | lr 1.152e+00 | atrl 4.831e+00 | trl0 3.562e+00 | nm 1.424e+02 | nmx 1.583e+00 | 
+2025-11-24 17:07:04,643 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 009/100 | step 00038/00625 | lr 1.152e+00 | atrl 4.781e+00 | trl0 3.482e+00 | nm 1.424e+02 | nmx 1.598e+00 | 
+2025-11-24 17:07:08,387 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 009/100 | step 00039/00625 | lr 1.152e+00 | atrl 4.800e+00 | trl0 3.493e+00 | nm 1.424e+02 | nmx 1.600e+00 | 
+2025-11-24 17:07:12,131 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 009/100 | step 00040/00625 | lr 1.152e+00 | atrl 4.821e+00 | trl0 3.502e+00 | nm 1.424e+02 | nmx 1.588e+00 | 
+2025-11-24 17:07:15,874 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 009/100 | step 00041/00625 | lr 1.152e+00 | atrl 4.866e+00 | trl0 3.579e+00 | nm 1.424e+02 | nmx 1.594e+00 | 
+2025-11-24 17:07:19,615 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 009/100 | step 00042/00625 | lr 1.152e+00 | atrl 4.831e+00 | trl0 3.540e+00 | nm 1.424e+02 | nmx 1.598e+00 | 
+2025-11-24 17:07:23,361 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 009/100 | step 00043/00625 | lr 1.152e+00 | atrl 4.820e+00 | trl0 3.530e+00 | nm 1.425e+02 | nmx 1.601e+00 | 
+2025-11-24 17:07:27,104 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 009/100 | step 00044/00625 | lr 1.152e+00 | atrl 4.793e+00 | trl0 3.477e+00 | nm 1.424e+02 | nmx 1.590e+00 | 
+2025-11-24 17:07:30,846 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 009/100 | step 00045/00625 | lr 1.152e+00 | atrl 4.797e+00 | trl0 3.510e+00 | nm 1.424e+02 | nmx 1.597e+00 | 
+2025-11-24 17:07:34,594 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 009/100 | step 00046/00625 | lr 1.152e+00 | atrl 4.811e+00 | trl0 3.507e+00 | nm 1.424e+02 | nmx 1.590e+00 | 
+2025-11-24 17:07:38,338 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 009/100 | step 00047/00625 | lr 1.152e+00 | atrl 4.737e+00 | trl0 3.446e+00 | nm 1.424e+02 | nmx 1.590e+00 | 
+2025-11-24 17:07:42,080 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 009/100 | step 00048/00625 | lr 1.152e+00 | atrl 4.856e+00 | trl0 3.574e+00 | nm 1.424e+02 | nmx 1.598e+00 | 
+2025-11-24 17:07:45,824 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 009/100 | step 00049/00625 | lr 1.152e+00 | atrl 4.846e+00 | trl0 3.543e+00 | nm 1.424e+02 | nmx 1.598e+00 | 
+2025-11-24 17:07:46,328 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 17:07:46,328 | INFO | Starting LR test 5/5: lr=0.6000
+2025-11-24 17:07:46,328 | INFO | Starting EoS for LR factor 0.6000
+2025-11-24 17:07:46,328 | INFO | Starting EoS for checkpoint 8
+2025-11-24 17:07:46,329 | INFO | Starting EoS for model resnet50
+2025-11-24 17:07:46,714 | INFO | Model state successfully loaded
+2025-11-24 17:07:46,903 | INFO | Wrapped model with DDP
+2025-11-24 17:07:46,906 | INFO | Current learning rate: 0.8640960000000001
+2025-11-24 17:07:46,906 | INFO | Original learning rate: 1.44016
+2025-11-24 17:07:46,909 | INFO | 🎯 Momentum Information:
+2025-11-24 17:07:46,909 | INFO |   Extracted vectors: 161
+2025-11-24 17:07:46,909 | INFO |   Has momentum state: True
+2025-11-24 17:07:54,446 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 009/100 | step 00000/00625 | lr 8.641e-01 | atrl 3.519e+00 | trl0 3.519e+00 | nm 1.425e+02 | nmx 1.075e+00 | 
+2025-11-24 17:07:58,189 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 009/100 | step 00001/00625 | lr 8.641e-01 | atrl 4.129e+00 | trl0 3.567e+00 | nm 1.424e+02 | nmx 1.221e+00 | 
+2025-11-24 17:08:01,931 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 009/100 | step 00002/00625 | lr 8.641e-01 | atrl 4.225e+00 | trl0 3.555e+00 | nm 1.424e+02 | nmx 8.048e-01 | 
+2025-11-24 17:08:05,674 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 009/100 | step 00003/00625 | lr 8.641e-01 | atrl 3.778e+00 | trl0 3.545e+00 | nm 1.424e+02 | nmx 1.087e+00 | 
+2025-11-24 17:08:09,416 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 009/100 | step 00004/00625 | lr 8.641e-01 | atrl 4.112e+00 | trl0 3.561e+00 | nm 1.424e+02 | nmx 1.200e+00 | 
+2025-11-24 17:08:13,158 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 009/100 | step 00005/00625 | lr 8.641e-01 | atrl 4.264e+00 | trl0 3.539e+00 | nm 1.425e+02 | nmx 9.165e-01 | 
+2025-11-24 17:08:16,900 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 009/100 | step 00006/00625 | lr 8.641e-01 | atrl 3.947e+00 | trl0 3.542e+00 | nm 1.425e+02 | nmx 1.099e+00 | 
+2025-11-24 17:08:20,644 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 009/100 | step 00007/00625 | lr 8.641e-01 | atrl 4.089e+00 | trl0 3.515e+00 | nm 1.424e+02 | nmx 1.248e+00 | 
+2025-11-24 17:08:24,389 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 009/100 | step 00008/00625 | lr 8.641e-01 | atrl 4.243e+00 | trl0 3.514e+00 | nm 1.424e+02 | nmx 1.060e+00 | 
+2025-11-24 17:08:28,132 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 009/100 | step 00009/00625 | lr 8.641e-01 | atrl 4.063e+00 | trl0 3.550e+00 | nm 1.424e+02 | nmx 1.112e+00 | 
+2025-11-24 17:08:31,874 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 009/100 | step 00010/00625 | lr 8.641e-01 | atrl 4.124e+00 | trl0 3.531e+00 | nm 1.424e+02 | nmx 1.241e+00 | 
+2025-11-24 17:08:35,618 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 009/100 | step 00011/00625 | lr 8.641e-01 | atrl 4.234e+00 | trl0 3.482e+00 | nm 1.425e+02 | nmx 1.146e+00 | 
+2025-11-24 17:08:39,360 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 009/100 | step 00012/00625 | lr 8.641e-01 | atrl 4.180e+00 | trl0 3.560e+00 | nm 1.425e+02 | nmx 1.146e+00 | 
+2025-11-24 17:08:43,103 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 009/100 | step 00013/00625 | lr 8.641e-01 | atrl 4.182e+00 | trl0 3.540e+00 | nm 1.424e+02 | nmx 1.235e+00 | 
+2025-11-24 17:08:46,845 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 009/100 | step 00014/00625 | lr 8.641e-01 | atrl 4.213e+00 | trl0 3.485e+00 | nm 1.424e+02 | nmx 1.210e+00 | 
+2025-11-24 17:08:50,588 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 009/100 | step 00015/00625 | lr 8.641e-01 | atrl 4.218e+00 | trl0 3.505e+00 | nm 1.424e+02 | nmx 1.172e+00 | 
+2025-11-24 17:08:54,330 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 009/100 | step 00016/00625 | lr 8.641e-01 | atrl 4.138e+00 | trl0 3.487e+00 | nm 1.424e+02 | nmx 1.243e+00 | 
+2025-11-24 17:08:58,071 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 009/100 | step 00017/00625 | lr 8.641e-01 | atrl 4.280e+00 | trl0 3.525e+00 | nm 1.425e+02 | nmx 1.230e+00 | 
+2025-11-24 17:09:01,813 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 009/100 | step 00018/00625 | lr 8.641e-01 | atrl 4.336e+00 | trl0 3.593e+00 | nm 1.424e+02 | nmx 1.205e+00 | 
+2025-11-24 17:09:05,557 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 009/100 | step 00019/00625 | lr 8.641e-01 | atrl 4.192e+00 | trl0 3.492e+00 | nm 1.424e+02 | nmx 1.243e+00 | 
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diff --git a/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-80/train.jsonl b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-80/train.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..2ccee02374496430b982b309a2b9cda399a61df9
--- /dev/null
+++ b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-80/train.jsonl
@@ -0,0 +1,250 @@
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diff --git a/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-80/train.log b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-80/train.log
new file mode 100644
index 0000000000000000000000000000000000000000..cd4af543d2f05eddd532496979648c0757b46f09
--- /dev/null
+++ b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-80/train.log
@@ -0,0 +1,311 @@
+2025-11-24 21:03:40,467 | INFO | LR factors: [1.4 1.2 1.  0.8 0.6]
+2025-11-24 21:03:42,894 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 21:03:42,894 | INFO | Starting LR test 1/5: lr=1.4000
+2025-11-24 21:03:42,894 | INFO | Starting EoS for LR factor 1.4000
+2025-11-24 21:03:42,894 | INFO | Starting EoS for checkpoint 80
+2025-11-24 21:03:42,894 | INFO | Starting EoS for model resnet50
+2025-11-24 21:03:43,292 | INFO | Model state successfully loaded
+2025-11-24 21:03:44,475 | INFO | Wrapped model with DDP
+2025-11-24 21:03:44,477 | INFO | Current learning rate: 0.022400000000000003
+2025-11-24 21:03:44,477 | INFO | Original learning rate: 0.016000000000000004
+2025-11-24 21:03:44,505 | INFO | 🎯 Momentum Information:
+2025-11-24 21:03:44,506 | INFO |   Extracted vectors: 161
+2025-11-24 21:03:44,506 | INFO |   Has momentum state: True
+2025-11-24 21:03:53,073 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 081/100 | step 00000/00625 | lr 2.240e-02 | atrl 2.029e+00 | trl0 2.029e+00 | nm 9.873e+01 | nmx 8.707e-02 | 
+2025-11-24 21:03:56,872 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 081/100 | step 00001/00625 | lr 2.240e-02 | atrl 2.113e+00 | trl0 2.109e+00 | nm 9.872e+01 | nmx 1.676e-01 | 
+2025-11-24 21:04:00,614 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 081/100 | step 00002/00625 | lr 2.240e-02 | atrl 2.005e+00 | trl0 1.990e+00 | nm 9.872e+01 | nmx 2.417e-01 | 
+2025-11-24 21:04:04,358 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 081/100 | step 00003/00625 | lr 2.240e-02 | atrl 2.049e+00 | trl0 2.016e+00 | nm 9.872e+01 | nmx 3.080e-01 | 
+2025-11-24 21:04:08,100 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 081/100 | step 00004/00625 | lr 2.240e-02 | atrl 2.091e+00 | trl0 2.034e+00 | nm 9.872e+01 | nmx 3.655e-01 | 
+2025-11-24 21:04:11,842 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 081/100 | step 00005/00625 | lr 2.240e-02 | atrl 2.173e+00 | trl0 2.101e+00 | nm 9.872e+01 | nmx 4.142e-01 | 
+2025-11-24 21:04:15,582 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 081/100 | step 00006/00625 | lr 2.240e-02 | atrl 2.101e+00 | trl0 2.017e+00 | nm 9.872e+01 | nmx 4.547e-01 | 
+2025-11-24 21:04:19,324 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 081/100 | step 00007/00625 | lr 2.240e-02 | atrl 2.144e+00 | trl0 2.032e+00 | nm 9.872e+01 | nmx 4.868e-01 | 
+2025-11-24 21:04:23,065 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 081/100 | step 00008/00625 | lr 2.240e-02 | atrl 2.122e+00 | trl0 2.000e+00 | nm 9.872e+01 | nmx 5.114e-01 | 
+2025-11-24 21:04:26,804 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 081/100 | step 00009/00625 | lr 2.240e-02 | atrl 2.163e+00 | trl0 2.041e+00 | nm 9.872e+01 | nmx 5.295e-01 | 
+2025-11-24 21:04:30,545 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 081/100 | step 00010/00625 | lr 2.240e-02 | atrl 2.107e+00 | trl0 1.964e+00 | nm 9.872e+01 | nmx 5.412e-01 | 
+2025-11-24 21:04:34,287 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 081/100 | step 00011/00625 | lr 2.240e-02 | atrl 2.156e+00 | trl0 2.013e+00 | nm 9.872e+01 | nmx 5.472e-01 | 
+2025-11-24 21:04:38,026 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 081/100 | step 00012/00625 | lr 2.240e-02 | atrl 2.102e+00 | trl0 1.962e+00 | nm 9.872e+01 | nmx 5.492e-01 | 
+2025-11-24 21:04:41,768 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 081/100 | step 00013/00625 | lr 2.240e-02 | atrl 2.131e+00 | trl0 1.981e+00 | nm 9.872e+01 | nmx 5.478e-01 | 
+2025-11-24 21:04:45,508 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 081/100 | step 00014/00625 | lr 2.240e-02 | atrl 2.209e+00 | trl0 2.059e+00 | nm 9.872e+01 | nmx 5.440e-01 | 
+2025-11-24 21:04:49,248 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 081/100 | step 00015/00625 | lr 2.240e-02 | atrl 2.149e+00 | trl0 2.008e+00 | nm 9.872e+01 | nmx 5.392e-01 | 
+2025-11-24 21:04:52,988 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 081/100 | step 00016/00625 | lr 2.240e-02 | atrl 2.185e+00 | trl0 2.047e+00 | nm 9.872e+01 | nmx 5.342e-01 | 
+2025-11-24 21:04:56,726 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 081/100 | step 00017/00625 | lr 2.240e-02 | atrl 2.142e+00 | trl0 2.004e+00 | nm 9.872e+01 | nmx 5.296e-01 | 
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+2025-11-24 21:05:04,211 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 081/100 | step 00019/00625 | lr 2.240e-02 | atrl 2.188e+00 | trl0 2.058e+00 | nm 9.872e+01 | nmx 5.234e-01 | 
+2025-11-24 21:05:07,951 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 081/100 | step 00020/00625 | lr 2.240e-02 | atrl 2.108e+00 | trl0 1.973e+00 | nm 9.872e+01 | nmx 5.226e-01 | 
+2025-11-24 21:05:11,694 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 081/100 | step 00021/00625 | lr 2.240e-02 | atrl 2.197e+00 | trl0 2.061e+00 | nm 9.872e+01 | nmx 5.234e-01 | 
+2025-11-24 21:05:15,435 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 081/100 | step 00022/00625 | lr 2.240e-02 | atrl 2.165e+00 | trl0 2.029e+00 | nm 9.872e+01 | nmx 5.256e-01 | 
+2025-11-24 21:05:19,176 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 081/100 | step 00023/00625 | lr 2.240e-02 | atrl 2.165e+00 | trl0 2.025e+00 | nm 9.872e+01 | nmx 5.291e-01 | 
+2025-11-24 21:05:22,916 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 081/100 | step 00024/00625 | lr 2.240e-02 | atrl 2.176e+00 | trl0 2.037e+00 | nm 9.872e+01 | nmx 5.333e-01 | 
+2025-11-24 21:05:26,656 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 081/100 | step 00025/00625 | lr 2.240e-02 | atrl 2.179e+00 | trl0 2.035e+00 | nm 9.872e+01 | nmx 5.375e-01 | 
+2025-11-24 21:05:30,396 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 081/100 | step 00026/00625 | lr 2.240e-02 | atrl 2.190e+00 | trl0 2.041e+00 | nm 9.872e+01 | nmx 5.416e-01 | 
+2025-11-24 21:05:34,135 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 081/100 | step 00027/00625 | lr 2.240e-02 | atrl 2.120e+00 | trl0 1.961e+00 | nm 9.872e+01 | nmx 5.449e-01 | 
+2025-11-24 21:05:37,878 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 081/100 | step 00028/00625 | lr 2.240e-02 | atrl 2.156e+00 | trl0 2.010e+00 | nm 9.872e+01 | nmx 5.483e-01 | 
+2025-11-24 21:05:41,618 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 081/100 | step 00029/00625 | lr 2.240e-02 | atrl 2.158e+00 | trl0 2.006e+00 | nm 9.872e+01 | nmx 5.511e-01 | 
+2025-11-24 21:05:45,357 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 081/100 | step 00030/00625 | lr 2.240e-02 | atrl 2.177e+00 | trl0 2.019e+00 | nm 9.872e+01 | nmx 5.530e-01 | 
+2025-11-24 21:05:49,098 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 081/100 | step 00031/00625 | lr 2.240e-02 | atrl 2.231e+00 | trl0 2.078e+00 | nm 9.872e+01 | nmx 5.541e-01 | 
+2025-11-24 21:05:52,836 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 081/100 | step 00032/00625 | lr 2.240e-02 | atrl 2.130e+00 | trl0 1.973e+00 | nm 9.872e+01 | nmx 5.547e-01 | 
+2025-11-24 21:05:56,577 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 081/100 | step 00033/00625 | lr 2.240e-02 | atrl 2.187e+00 | trl0 2.027e+00 | nm 9.872e+01 | nmx 5.545e-01 | 
+2025-11-24 21:06:00,317 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 081/100 | step 00034/00625 | lr 2.240e-02 | atrl 2.151e+00 | trl0 1.991e+00 | nm 9.872e+01 | nmx 5.540e-01 | 
+2025-11-24 21:06:04,058 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 081/100 | step 00035/00625 | lr 2.240e-02 | atrl 2.167e+00 | trl0 2.019e+00 | nm 9.872e+01 | nmx 5.541e-01 | 
+2025-11-24 21:06:07,800 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 081/100 | step 00036/00625 | lr 2.240e-02 | atrl 2.175e+00 | trl0 2.014e+00 | nm 9.872e+01 | nmx 5.539e-01 | 
+2025-11-24 21:06:11,540 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 081/100 | step 00037/00625 | lr 2.240e-02 | atrl 2.164e+00 | trl0 2.007e+00 | nm 9.872e+01 | nmx 5.536e-01 | 
+2025-11-24 21:06:15,281 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 081/100 | step 00038/00625 | lr 2.240e-02 | atrl 2.157e+00 | trl0 2.001e+00 | nm 9.872e+01 | nmx 5.532e-01 | 
+2025-11-24 21:06:19,021 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 081/100 | step 00039/00625 | lr 2.240e-02 | atrl 2.170e+00 | trl0 2.014e+00 | nm 9.872e+01 | nmx 5.527e-01 | 
+2025-11-24 21:06:22,761 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 081/100 | step 00040/00625 | lr 2.240e-02 | atrl 2.194e+00 | trl0 2.046e+00 | nm 9.872e+01 | nmx 5.524e-01 | 
+2025-11-24 21:06:26,501 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 081/100 | step 00041/00625 | lr 2.240e-02 | atrl 2.194e+00 | trl0 2.040e+00 | nm 9.872e+01 | nmx 5.522e-01 | 
+2025-11-24 21:06:30,242 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 081/100 | step 00042/00625 | lr 2.240e-02 | atrl 2.200e+00 | trl0 2.044e+00 | nm 9.872e+01 | nmx 5.522e-01 | 
+2025-11-24 21:06:33,981 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 081/100 | step 00043/00625 | lr 2.240e-02 | atrl 2.158e+00 | trl0 2.009e+00 | nm 9.872e+01 | nmx 5.526e-01 | 
+2025-11-24 21:06:37,723 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 081/100 | step 00044/00625 | lr 2.240e-02 | atrl 2.151e+00 | trl0 1.999e+00 | nm 9.872e+01 | nmx 5.531e-01 | 
+2025-11-24 21:06:41,463 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 081/100 | step 00045/00625 | lr 2.240e-02 | atrl 2.119e+00 | trl0 1.961e+00 | nm 9.872e+01 | nmx 5.534e-01 | 
+2025-11-24 21:06:45,203 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 081/100 | step 00046/00625 | lr 2.240e-02 | atrl 2.150e+00 | trl0 1.990e+00 | nm 9.872e+01 | nmx 5.531e-01 | 
+2025-11-24 21:06:48,943 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 081/100 | step 00047/00625 | lr 2.240e-02 | atrl 2.173e+00 | trl0 2.009e+00 | nm 9.872e+01 | nmx 5.523e-01 | 
+2025-11-24 21:06:52,682 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 081/100 | step 00048/00625 | lr 2.240e-02 | atrl 2.177e+00 | trl0 2.019e+00 | nm 9.872e+01 | nmx 5.515e-01 | 
+2025-11-24 21:06:56,422 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 081/100 | step 00049/00625 | lr 2.240e-02 | atrl 2.181e+00 | trl0 2.038e+00 | nm 9.872e+01 | nmx 5.515e-01 | 
+2025-11-24 21:06:56,755 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 21:06:56,755 | INFO | Starting LR test 2/5: lr=1.2000
+2025-11-24 21:06:56,755 | INFO | Starting EoS for LR factor 1.2000
+2025-11-24 21:06:56,755 | INFO | Starting EoS for checkpoint 80
+2025-11-24 21:06:56,755 | INFO | Starting EoS for model resnet50
+2025-11-24 21:06:57,142 | INFO | Model state successfully loaded
+2025-11-24 21:06:57,405 | INFO | Wrapped model with DDP
+2025-11-24 21:06:57,407 | INFO | Current learning rate: 0.019200000000000005
+2025-11-24 21:06:57,407 | INFO | Original learning rate: 0.016000000000000004
+2025-11-24 21:06:57,433 | INFO | 🎯 Momentum Information:
+2025-11-24 21:06:57,433 | INFO |   Extracted vectors: 161
+2025-11-24 21:06:57,433 | INFO |   Has momentum state: True
+2025-11-24 21:07:05,192 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 081/100 | step 00000/00625 | lr 1.920e-02 | atrl 2.029e+00 | trl0 2.029e+00 | nm 9.873e+01 | nmx 7.463e-02 | 
+2025-11-24 21:07:08,931 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 081/100 | step 00001/00625 | lr 1.920e-02 | atrl 2.112e+00 | trl0 2.109e+00 | nm 9.873e+01 | nmx 1.440e-01 | 
+2025-11-24 21:07:12,670 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 081/100 | step 00002/00625 | lr 1.920e-02 | atrl 2.000e+00 | trl0 1.990e+00 | nm 9.872e+01 | nmx 2.084e-01 | 
+2025-11-24 21:07:16,409 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 081/100 | step 00003/00625 | lr 1.920e-02 | atrl 2.040e+00 | trl0 2.016e+00 | nm 9.872e+01 | nmx 2.667e-01 | 
+2025-11-24 21:07:20,148 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 081/100 | step 00004/00625 | lr 1.920e-02 | atrl 2.076e+00 | trl0 2.034e+00 | nm 9.872e+01 | nmx 3.181e-01 | 
+2025-11-24 21:07:23,891 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 081/100 | step 00005/00625 | lr 1.920e-02 | atrl 2.155e+00 | trl0 2.101e+00 | nm 9.872e+01 | nmx 3.626e-01 | 
+2025-11-24 21:07:27,634 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 081/100 | step 00006/00625 | lr 1.920e-02 | atrl 2.080e+00 | trl0 2.017e+00 | nm 9.872e+01 | nmx 4.008e-01 | 
+2025-11-24 21:07:31,376 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 081/100 | step 00007/00625 | lr 1.920e-02 | atrl 2.118e+00 | trl0 2.032e+00 | nm 9.872e+01 | nmx 4.321e-01 | 
+2025-11-24 21:07:35,117 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 081/100 | step 00008/00625 | lr 1.920e-02 | atrl 2.097e+00 | trl0 2.000e+00 | nm 9.872e+01 | nmx 4.573e-01 | 
+2025-11-24 21:07:38,857 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 081/100 | step 00009/00625 | lr 1.920e-02 | atrl 2.135e+00 | trl0 2.041e+00 | nm 9.872e+01 | nmx 4.772e-01 | 
+2025-11-24 21:07:42,597 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 081/100 | step 00010/00625 | lr 1.920e-02 | atrl 2.078e+00 | trl0 1.964e+00 | nm 9.872e+01 | nmx 4.918e-01 | 
+2025-11-24 21:07:46,340 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 081/100 | step 00011/00625 | lr 1.920e-02 | atrl 2.130e+00 | trl0 2.013e+00 | nm 9.872e+01 | nmx 5.014e-01 | 
+2025-11-24 21:07:50,080 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 081/100 | step 00012/00625 | lr 1.920e-02 | atrl 2.077e+00 | trl0 1.962e+00 | nm 9.872e+01 | nmx 5.071e-01 | 
+2025-11-24 21:07:53,820 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 081/100 | step 00013/00625 | lr 1.920e-02 | atrl 2.107e+00 | trl0 1.981e+00 | nm 9.872e+01 | nmx 5.094e-01 | 
+2025-11-24 21:07:57,559 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 081/100 | step 00014/00625 | lr 1.920e-02 | atrl 2.187e+00 | trl0 2.059e+00 | nm 9.872e+01 | nmx 5.090e-01 | 
+2025-11-24 21:08:01,301 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 081/100 | step 00015/00625 | lr 1.920e-02 | atrl 2.129e+00 | trl0 2.008e+00 | nm 9.872e+01 | nmx 5.069e-01 | 
+2025-11-24 21:08:05,041 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 081/100 | step 00016/00625 | lr 1.920e-02 | atrl 2.167e+00 | trl0 2.047e+00 | nm 9.872e+01 | nmx 5.038e-01 | 
+2025-11-24 21:08:08,783 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 081/100 | step 00017/00625 | lr 1.920e-02 | atrl 2.122e+00 | trl0 2.004e+00 | nm 9.872e+01 | nmx 5.004e-01 | 
+2025-11-24 21:08:12,525 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 081/100 | step 00018/00625 | lr 1.920e-02 | atrl 2.138e+00 | trl0 2.018e+00 | nm 9.872e+01 | nmx 4.966e-01 | 
+2025-11-24 21:08:16,269 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 081/100 | step 00019/00625 | lr 1.920e-02 | atrl 2.171e+00 | trl0 2.058e+00 | nm 9.872e+01 | nmx 4.937e-01 | 
+2025-11-24 21:08:20,008 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 081/100 | step 00020/00625 | lr 1.920e-02 | atrl 2.090e+00 | trl0 1.973e+00 | nm 9.872e+01 | nmx 4.914e-01 | 
+2025-11-24 21:08:23,748 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 081/100 | step 00021/00625 | lr 1.920e-02 | atrl 2.178e+00 | trl0 2.061e+00 | nm 9.872e+01 | nmx 4.900e-01 | 
+2025-11-24 21:08:27,486 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 081/100 | step 00022/00625 | lr 1.920e-02 | atrl 2.144e+00 | trl0 2.029e+00 | nm 9.872e+01 | nmx 4.899e-01 | 
+2025-11-24 21:08:31,230 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 081/100 | step 00023/00625 | lr 1.920e-02 | atrl 2.143e+00 | trl0 2.025e+00 | nm 9.872e+01 | nmx 4.910e-01 | 
+2025-11-24 21:08:34,970 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 081/100 | step 00024/00625 | lr 1.920e-02 | atrl 2.153e+00 | trl0 2.037e+00 | nm 9.872e+01 | nmx 4.929e-01 | 
+2025-11-24 21:08:38,710 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 081/100 | step 00025/00625 | lr 1.920e-02 | atrl 2.155e+00 | trl0 2.035e+00 | nm 9.872e+01 | nmx 4.953e-01 | 
+2025-11-24 21:08:42,451 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 081/100 | step 00026/00625 | lr 1.920e-02 | atrl 2.165e+00 | trl0 2.041e+00 | nm 9.872e+01 | nmx 4.979e-01 | 
+2025-11-24 21:08:46,191 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 081/100 | step 00027/00625 | lr 1.920e-02 | atrl 2.093e+00 | trl0 1.961e+00 | nm 9.872e+01 | nmx 5.004e-01 | 
+2025-11-24 21:08:49,931 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 081/100 | step 00028/00625 | lr 1.920e-02 | atrl 2.129e+00 | trl0 2.010e+00 | nm 9.872e+01 | nmx 5.033e-01 | 
+2025-11-24 21:08:53,674 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 081/100 | step 00029/00625 | lr 1.920e-02 | atrl 2.131e+00 | trl0 2.006e+00 | nm 9.872e+01 | nmx 5.060e-01 | 
+2025-11-24 21:08:57,411 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 081/100 | step 00030/00625 | lr 1.920e-02 | atrl 2.147e+00 | trl0 2.019e+00 | nm 9.872e+01 | nmx 5.083e-01 | 
+2025-11-24 21:09:01,152 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 081/100 | step 00031/00625 | lr 1.920e-02 | atrl 2.204e+00 | trl0 2.078e+00 | nm 9.872e+01 | nmx 5.104e-01 | 
+2025-11-24 21:09:04,893 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 081/100 | step 00032/00625 | lr 1.920e-02 | atrl 2.102e+00 | trl0 1.973e+00 | nm 9.872e+01 | nmx 5.121e-01 | 
+2025-11-24 21:09:08,632 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 081/100 | step 00033/00625 | lr 1.920e-02 | atrl 2.161e+00 | trl0 2.027e+00 | nm 9.872e+01 | nmx 5.131e-01 | 
+2025-11-24 21:09:12,372 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 081/100 | step 00034/00625 | lr 1.920e-02 | atrl 2.125e+00 | trl0 1.991e+00 | nm 9.872e+01 | nmx 5.136e-01 | 
+2025-11-24 21:09:16,113 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 081/100 | step 00035/00625 | lr 1.920e-02 | atrl 2.143e+00 | trl0 2.019e+00 | nm 9.872e+01 | nmx 5.142e-01 | 
+2025-11-24 21:09:19,851 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 081/100 | step 00036/00625 | lr 1.920e-02 | atrl 2.151e+00 | trl0 2.014e+00 | nm 9.872e+01 | nmx 5.143e-01 | 
+2025-11-24 21:09:23,595 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 081/100 | step 00037/00625 | lr 1.920e-02 | atrl 2.139e+00 | trl0 2.007e+00 | nm 9.872e+01 | nmx 5.142e-01 | 
+2025-11-24 21:09:27,336 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 081/100 | step 00038/00625 | lr 1.920e-02 | atrl 2.132e+00 | trl0 2.001e+00 | nm 9.872e+01 | nmx 5.140e-01 | 
+2025-11-24 21:09:31,078 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 081/100 | step 00039/00625 | lr 1.920e-02 | atrl 2.144e+00 | trl0 2.014e+00 | nm 9.872e+01 | nmx 5.138e-01 | 
+2025-11-24 21:09:34,818 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 081/100 | step 00040/00625 | lr 1.920e-02 | atrl 2.169e+00 | trl0 2.046e+00 | nm 9.872e+01 | nmx 5.137e-01 | 
+2025-11-24 21:09:38,556 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 081/100 | step 00041/00625 | lr 1.920e-02 | atrl 2.171e+00 | trl0 2.040e+00 | nm 9.872e+01 | nmx 5.135e-01 | 
+2025-11-24 21:09:42,295 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 081/100 | step 00042/00625 | lr 1.920e-02 | atrl 2.176e+00 | trl0 2.044e+00 | nm 9.872e+01 | nmx 5.132e-01 | 
+2025-11-24 21:09:46,036 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 081/100 | step 00043/00625 | lr 1.920e-02 | atrl 2.135e+00 | trl0 2.009e+00 | nm 9.872e+01 | nmx 5.132e-01 | 
+2025-11-24 21:09:49,775 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 081/100 | step 00044/00625 | lr 1.920e-02 | atrl 2.128e+00 | trl0 1.999e+00 | nm 9.872e+01 | nmx 5.131e-01 | 
+2025-11-24 21:09:53,514 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 081/100 | step 00045/00625 | lr 1.920e-02 | atrl 2.096e+00 | trl0 1.961e+00 | nm 9.872e+01 | nmx 5.128e-01 | 
+2025-11-24 21:09:57,253 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 081/100 | step 00046/00625 | lr 1.920e-02 | atrl 2.127e+00 | trl0 1.990e+00 | nm 9.872e+01 | nmx 5.123e-01 | 
+2025-11-24 21:10:00,993 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 081/100 | step 00047/00625 | lr 1.920e-02 | atrl 2.147e+00 | trl0 2.009e+00 | nm 9.872e+01 | nmx 5.113e-01 | 
+2025-11-24 21:10:04,733 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 081/100 | step 00048/00625 | lr 1.920e-02 | atrl 2.152e+00 | trl0 2.019e+00 | nm 9.872e+01 | nmx 5.106e-01 | 
+2025-11-24 21:10:08,473 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 081/100 | step 00049/00625 | lr 1.920e-02 | atrl 2.158e+00 | trl0 2.038e+00 | nm 9.872e+01 | nmx 5.105e-01 | 
+2025-11-24 21:10:09,007 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 21:10:09,008 | INFO | Starting LR test 3/5: lr=1.0000
+2025-11-24 21:10:09,008 | INFO | Starting EoS for LR factor 1.0000
+2025-11-24 21:10:09,008 | INFO | Starting EoS for checkpoint 80
+2025-11-24 21:10:09,008 | INFO | Starting EoS for model resnet50
+2025-11-24 21:10:09,389 | INFO | Model state successfully loaded
+2025-11-24 21:10:09,612 | INFO | Wrapped model with DDP
+2025-11-24 21:10:09,614 | INFO | Current learning rate: 0.016000000000000004
+2025-11-24 21:10:09,614 | INFO | Original learning rate: 0.016000000000000004
+2025-11-24 21:10:09,620 | INFO | 🎯 Momentum Information:
+2025-11-24 21:10:09,621 | INFO |   Extracted vectors: 161
+2025-11-24 21:10:09,621 | INFO |   Has momentum state: True
+2025-11-24 21:10:17,037 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 081/100 | step 00000/00625 | lr 1.600e-02 | atrl 2.029e+00 | trl0 2.029e+00 | nm 9.873e+01 | nmx 6.219e-02 | 
+2025-11-24 21:10:20,776 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 081/100 | step 00001/00625 | lr 1.600e-02 | atrl 2.111e+00 | trl0 2.109e+00 | nm 9.873e+01 | nmx 1.203e-01 | 
+2025-11-24 21:10:24,516 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 081/100 | step 00002/00625 | lr 1.600e-02 | atrl 1.997e+00 | trl0 1.990e+00 | nm 9.872e+01 | nmx 1.746e-01 | 
+2025-11-24 21:10:28,258 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 081/100 | step 00003/00625 | lr 1.600e-02 | atrl 2.032e+00 | trl0 2.016e+00 | nm 9.872e+01 | nmx 2.245e-01 | 
+2025-11-24 21:10:31,998 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 081/100 | step 00004/00625 | lr 1.600e-02 | atrl 2.064e+00 | trl0 2.034e+00 | nm 9.872e+01 | nmx 2.693e-01 | 
+2025-11-24 21:10:35,737 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 081/100 | step 00005/00625 | lr 1.600e-02 | atrl 2.139e+00 | trl0 2.101e+00 | nm 9.872e+01 | nmx 3.088e-01 | 
+2025-11-24 21:10:39,477 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 081/100 | step 00006/00625 | lr 1.600e-02 | atrl 2.061e+00 | trl0 2.017e+00 | nm 9.872e+01 | nmx 3.436e-01 | 
+2025-11-24 21:10:43,220 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 081/100 | step 00007/00625 | lr 1.600e-02 | atrl 2.095e+00 | trl0 2.032e+00 | nm 9.872e+01 | nmx 3.731e-01 | 
+2025-11-24 21:10:46,959 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 081/100 | step 00008/00625 | lr 1.600e-02 | atrl 2.073e+00 | trl0 2.000e+00 | nm 9.872e+01 | nmx 3.978e-01 | 
+2025-11-24 21:10:50,698 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 081/100 | step 00009/00625 | lr 1.600e-02 | atrl 2.108e+00 | trl0 2.041e+00 | nm 9.872e+01 | nmx 4.185e-01 | 
+2025-11-24 21:10:54,438 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 081/100 | step 00010/00625 | lr 1.600e-02 | atrl 2.049e+00 | trl0 1.964e+00 | nm 9.872e+01 | nmx 4.349e-01 | 
+2025-11-24 21:10:58,180 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 081/100 | step 00011/00625 | lr 1.600e-02 | atrl 2.102e+00 | trl0 2.013e+00 | nm 9.872e+01 | nmx 4.473e-01 | 
+2025-11-24 21:11:01,920 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 081/100 | step 00012/00625 | lr 1.600e-02 | atrl 2.051e+00 | trl0 1.962e+00 | nm 9.872e+01 | nmx 4.563e-01 | 
+2025-11-24 21:11:05,659 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 081/100 | step 00013/00625 | lr 1.600e-02 | atrl 2.081e+00 | trl0 1.981e+00 | nm 9.872e+01 | nmx 4.622e-01 | 
+2025-11-24 21:11:09,398 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 081/100 | step 00014/00625 | lr 1.600e-02 | atrl 2.162e+00 | trl0 2.059e+00 | nm 9.872e+01 | nmx 4.653e-01 | 
+2025-11-24 21:11:13,139 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 081/100 | step 00015/00625 | lr 1.600e-02 | atrl 2.107e+00 | trl0 2.008e+00 | nm 9.872e+01 | nmx 4.664e-01 | 
+2025-11-24 21:11:16,879 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 081/100 | step 00016/00625 | lr 1.600e-02 | atrl 2.146e+00 | trl0 2.047e+00 | nm 9.872e+01 | nmx 4.661e-01 | 
+2025-11-24 21:11:20,618 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 081/100 | step 00017/00625 | lr 1.600e-02 | atrl 2.101e+00 | trl0 2.004e+00 | nm 9.872e+01 | nmx 4.649e-01 | 
+2025-11-24 21:11:24,358 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 081/100 | step 00018/00625 | lr 1.600e-02 | atrl 2.118e+00 | trl0 2.018e+00 | nm 9.872e+01 | nmx 4.628e-01 | 
+2025-11-24 21:11:28,101 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 081/100 | step 00019/00625 | lr 1.600e-02 | atrl 2.152e+00 | trl0 2.058e+00 | nm 9.872e+01 | nmx 4.606e-01 | 
+2025-11-24 21:11:31,841 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 081/100 | step 00020/00625 | lr 1.600e-02 | atrl 2.072e+00 | trl0 1.973e+00 | nm 9.872e+01 | nmx 4.584e-01 | 
+2025-11-24 21:11:35,580 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 081/100 | step 00021/00625 | lr 1.600e-02 | atrl 2.161e+00 | trl0 2.061e+00 | nm 9.872e+01 | nmx 4.563e-01 | 
+2025-11-24 21:11:39,319 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 081/100 | step 00022/00625 | lr 1.600e-02 | atrl 2.125e+00 | trl0 2.029e+00 | nm 9.872e+01 | nmx 4.550e-01 | 
+2025-11-24 21:11:43,064 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 081/100 | step 00023/00625 | lr 1.600e-02 | atrl 2.123e+00 | trl0 2.025e+00 | nm 9.872e+01 | nmx 4.543e-01 | 
+2025-11-24 21:11:46,804 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 081/100 | step 00024/00625 | lr 1.600e-02 | atrl 2.132e+00 | trl0 2.037e+00 | nm 9.872e+01 | nmx 4.542e-01 | 
+2025-11-24 21:11:50,543 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 081/100 | step 00025/00625 | lr 1.600e-02 | atrl 2.134e+00 | trl0 2.035e+00 | nm 9.872e+01 | nmx 4.546e-01 | 
+2025-11-24 21:11:54,282 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 081/100 | step 00026/00625 | lr 1.600e-02 | atrl 2.143e+00 | trl0 2.041e+00 | nm 9.872e+01 | nmx 4.554e-01 | 
+2025-11-24 21:11:58,025 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 081/100 | step 00027/00625 | lr 1.600e-02 | atrl 2.067e+00 | trl0 1.961e+00 | nm 9.872e+01 | nmx 4.564e-01 | 
+2025-11-24 21:12:01,764 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 081/100 | step 00028/00625 | lr 1.600e-02 | atrl 2.105e+00 | trl0 2.010e+00 | nm 9.872e+01 | nmx 4.579e-01 | 
+2025-11-24 21:12:05,504 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 081/100 | step 00029/00625 | lr 1.600e-02 | atrl 2.105e+00 | trl0 2.006e+00 | nm 9.872e+01 | nmx 4.596e-01 | 
+2025-11-24 21:12:09,242 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 081/100 | step 00030/00625 | lr 1.600e-02 | atrl 2.120e+00 | trl0 2.019e+00 | nm 9.872e+01 | nmx 4.614e-01 | 
+2025-11-24 21:12:12,984 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 081/100 | step 00031/00625 | lr 1.600e-02 | atrl 2.178e+00 | trl0 2.078e+00 | nm 9.872e+01 | nmx 4.631e-01 | 
+2025-11-24 21:12:16,724 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 081/100 | step 00032/00625 | lr 1.600e-02 | atrl 2.073e+00 | trl0 1.973e+00 | nm 9.872e+01 | nmx 4.649e-01 | 
+2025-11-24 21:12:20,463 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 081/100 | step 00033/00625 | lr 1.600e-02 | atrl 2.133e+00 | trl0 2.027e+00 | nm 9.872e+01 | nmx 4.664e-01 | 
+2025-11-24 21:12:24,202 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 081/100 | step 00034/00625 | lr 1.600e-02 | atrl 2.097e+00 | trl0 1.991e+00 | nm 9.872e+01 | nmx 4.676e-01 | 
+2025-11-24 21:12:27,944 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 081/100 | step 00035/00625 | lr 1.600e-02 | atrl 2.119e+00 | trl0 2.019e+00 | nm 9.872e+01 | nmx 4.689e-01 | 
+2025-11-24 21:12:31,683 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 081/100 | step 00036/00625 | lr 1.600e-02 | atrl 2.125e+00 | trl0 2.014e+00 | nm 9.872e+01 | nmx 4.697e-01 | 
+2025-11-24 21:12:35,420 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 081/100 | step 00037/00625 | lr 1.600e-02 | atrl 2.113e+00 | trl0 2.007e+00 | nm 9.872e+01 | nmx 4.702e-01 | 
+2025-11-24 21:12:39,160 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 081/100 | step 00038/00625 | lr 1.600e-02 | atrl 2.108e+00 | trl0 2.001e+00 | nm 9.872e+01 | nmx 4.705e-01 | 
+2025-11-24 21:12:42,902 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 081/100 | step 00039/00625 | lr 1.600e-02 | atrl 2.119e+00 | trl0 2.014e+00 | nm 9.872e+01 | nmx 4.707e-01 | 
+2025-11-24 21:12:46,642 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 081/100 | step 00040/00625 | lr 1.600e-02 | atrl 2.144e+00 | trl0 2.046e+00 | nm 9.872e+01 | nmx 4.711e-01 | 
+2025-11-24 21:12:50,382 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 081/100 | step 00041/00625 | lr 1.600e-02 | atrl 2.146e+00 | trl0 2.040e+00 | nm 9.872e+01 | nmx 4.713e-01 | 
+2025-11-24 21:12:54,121 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 081/100 | step 00042/00625 | lr 1.600e-02 | atrl 2.152e+00 | trl0 2.044e+00 | nm 9.872e+01 | nmx 4.714e-01 | 
+2025-11-24 21:12:57,863 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 081/100 | step 00043/00625 | lr 1.600e-02 | atrl 2.113e+00 | trl0 2.009e+00 | nm 9.872e+01 | nmx 4.716e-01 | 
+2025-11-24 21:13:01,602 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 081/100 | step 00044/00625 | lr 1.600e-02 | atrl 2.106e+00 | trl0 1.999e+00 | nm 9.872e+01 | nmx 4.715e-01 | 
+2025-11-24 21:13:05,342 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 081/100 | step 00045/00625 | lr 1.600e-02 | atrl 2.073e+00 | trl0 1.961e+00 | nm 9.872e+01 | nmx 4.711e-01 | 
+2025-11-24 21:13:09,082 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 081/100 | step 00046/00625 | lr 1.600e-02 | atrl 2.106e+00 | trl0 1.990e+00 | nm 9.872e+01 | nmx 4.702e-01 | 
+2025-11-24 21:13:12,824 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 081/100 | step 00047/00625 | lr 1.600e-02 | atrl 2.123e+00 | trl0 2.009e+00 | nm 9.872e+01 | nmx 4.691e-01 | 
+2025-11-24 21:13:16,564 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 081/100 | step 00048/00625 | lr 1.600e-02 | atrl 2.128e+00 | trl0 2.019e+00 | nm 9.872e+01 | nmx 4.682e-01 | 
+2025-11-24 21:13:20,305 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 081/100 | step 00049/00625 | lr 1.600e-02 | atrl 2.137e+00 | trl0 2.038e+00 | nm 9.872e+01 | nmx 4.677e-01 | 
+2025-11-24 21:13:20,853 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 21:13:20,854 | INFO | Starting LR test 4/5: lr=0.8000
+2025-11-24 21:13:20,854 | INFO | Starting EoS for LR factor 0.8000
+2025-11-24 21:13:20,854 | INFO | Starting EoS for checkpoint 80
+2025-11-24 21:13:20,854 | INFO | Starting EoS for model resnet50
+2025-11-24 21:13:21,239 | INFO | Model state successfully loaded
+2025-11-24 21:13:21,434 | INFO | Wrapped model with DDP
+2025-11-24 21:13:21,437 | INFO | Current learning rate: 0.012800000000000002
+2025-11-24 21:13:21,437 | INFO | Original learning rate: 0.016000000000000004
+2025-11-24 21:13:21,441 | INFO | 🎯 Momentum Information:
+2025-11-24 21:13:21,441 | INFO |   Extracted vectors: 161
+2025-11-24 21:13:21,441 | INFO |   Has momentum state: True
+2025-11-24 21:13:28,731 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 081/100 | step 00000/00625 | lr 1.280e-02 | atrl 2.029e+00 | trl0 2.029e+00 | nm 9.873e+01 | nmx 4.975e-02 | 
+2025-11-24 21:13:32,470 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 081/100 | step 00001/00625 | lr 1.280e-02 | atrl 2.110e+00 | trl0 2.109e+00 | nm 9.873e+01 | nmx 9.643e-02 | 
+2025-11-24 21:13:36,210 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 081/100 | step 00002/00625 | lr 1.280e-02 | atrl 1.994e+00 | trl0 1.990e+00 | nm 9.873e+01 | nmx 1.405e-01 | 
+2025-11-24 21:13:39,948 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 081/100 | step 00003/00625 | lr 1.280e-02 | atrl 2.026e+00 | trl0 2.016e+00 | nm 9.872e+01 | nmx 1.815e-01 | 
+2025-11-24 21:13:43,689 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 081/100 | step 00004/00625 | lr 1.280e-02 | atrl 2.053e+00 | trl0 2.034e+00 | nm 9.872e+01 | nmx 2.189e-01 | 
+2025-11-24 21:13:47,428 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 081/100 | step 00005/00625 | lr 1.280e-02 | atrl 2.125e+00 | trl0 2.101e+00 | nm 9.872e+01 | nmx 2.526e-01 | 
+2025-11-24 21:13:51,167 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 081/100 | step 00006/00625 | lr 1.280e-02 | atrl 2.044e+00 | trl0 2.017e+00 | nm 9.872e+01 | nmx 2.829e-01 | 
+2025-11-24 21:13:54,906 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 081/100 | step 00007/00625 | lr 1.280e-02 | atrl 2.074e+00 | trl0 2.032e+00 | nm 9.872e+01 | nmx 3.095e-01 | 
+2025-11-24 21:13:58,646 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 081/100 | step 00008/00625 | lr 1.280e-02 | atrl 2.051e+00 | trl0 2.000e+00 | nm 9.872e+01 | nmx 3.325e-01 | 
+2025-11-24 21:14:02,385 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 081/100 | step 00009/00625 | lr 1.280e-02 | atrl 2.084e+00 | trl0 2.041e+00 | nm 9.872e+01 | nmx 3.527e-01 | 
+2025-11-24 21:14:06,126 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 081/100 | step 00010/00625 | lr 1.280e-02 | atrl 2.021e+00 | trl0 1.964e+00 | nm 9.872e+01 | nmx 3.697e-01 | 
+2025-11-24 21:14:09,866 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 081/100 | step 00011/00625 | lr 1.280e-02 | atrl 2.075e+00 | trl0 2.013e+00 | nm 9.872e+01 | nmx 3.836e-01 | 
+2025-11-24 21:14:13,605 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 081/100 | step 00012/00625 | lr 1.280e-02 | atrl 2.023e+00 | trl0 1.962e+00 | nm 9.872e+01 | nmx 3.950e-01 | 
+2025-11-24 21:14:17,345 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 081/100 | step 00013/00625 | lr 1.280e-02 | atrl 2.053e+00 | trl0 1.981e+00 | nm 9.872e+01 | nmx 4.038e-01 | 
+2025-11-24 21:14:21,085 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 081/100 | step 00014/00625 | lr 1.280e-02 | atrl 2.135e+00 | trl0 2.059e+00 | nm 9.872e+01 | nmx 4.101e-01 | 
+2025-11-24 21:14:24,826 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 081/100 | step 00015/00625 | lr 1.280e-02 | atrl 2.082e+00 | trl0 2.008e+00 | nm 9.872e+01 | nmx 4.146e-01 | 
+2025-11-24 21:14:28,567 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 081/100 | step 00016/00625 | lr 1.280e-02 | atrl 2.122e+00 | trl0 2.047e+00 | nm 9.872e+01 | nmx 4.174e-01 | 
+2025-11-24 21:14:32,308 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 081/100 | step 00017/00625 | lr 1.280e-02 | atrl 2.078e+00 | trl0 2.004e+00 | nm 9.872e+01 | nmx 4.190e-01 | 
+2025-11-24 21:14:36,048 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 081/100 | step 00018/00625 | lr 1.280e-02 | atrl 2.096e+00 | trl0 2.018e+00 | nm 9.872e+01 | nmx 4.195e-01 | 
+2025-11-24 21:14:39,789 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 081/100 | step 00019/00625 | lr 1.280e-02 | atrl 2.132e+00 | trl0 2.058e+00 | nm 9.872e+01 | nmx 4.194e-01 | 
+2025-11-24 21:14:43,528 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 081/100 | step 00020/00625 | lr 1.280e-02 | atrl 2.053e+00 | trl0 1.973e+00 | nm 9.872e+01 | nmx 4.186e-01 | 
+2025-11-24 21:14:47,268 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 081/100 | step 00021/00625 | lr 1.280e-02 | atrl 2.143e+00 | trl0 2.061e+00 | nm 9.872e+01 | nmx 4.176e-01 | 
+2025-11-24 21:14:51,009 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 081/100 | step 00022/00625 | lr 1.280e-02 | atrl 2.106e+00 | trl0 2.029e+00 | nm 9.872e+01 | nmx 4.165e-01 | 
+2025-11-24 21:14:54,750 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 081/100 | step 00023/00625 | lr 1.280e-02 | atrl 2.104e+00 | trl0 2.025e+00 | nm 9.872e+01 | nmx 4.156e-01 | 
+2025-11-24 21:14:58,490 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 081/100 | step 00024/00625 | lr 1.280e-02 | atrl 2.113e+00 | trl0 2.037e+00 | nm 9.872e+01 | nmx 4.148e-01 | 
+2025-11-24 21:15:02,230 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 081/100 | step 00025/00625 | lr 1.280e-02 | atrl 2.115e+00 | trl0 2.035e+00 | nm 9.872e+01 | nmx 4.141e-01 | 
+2025-11-24 21:15:05,970 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 081/100 | step 00026/00625 | lr 1.280e-02 | atrl 2.122e+00 | trl0 2.041e+00 | nm 9.872e+01 | nmx 4.135e-01 | 
+2025-11-24 21:15:09,709 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 081/100 | step 00027/00625 | lr 1.280e-02 | atrl 2.044e+00 | trl0 1.961e+00 | nm 9.872e+01 | nmx 4.130e-01 | 
+2025-11-24 21:15:13,448 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 081/100 | step 00028/00625 | lr 1.280e-02 | atrl 2.084e+00 | trl0 2.010e+00 | nm 9.872e+01 | nmx 4.131e-01 | 
+2025-11-24 21:15:17,187 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 081/100 | step 00029/00625 | lr 1.280e-02 | atrl 2.081e+00 | trl0 2.006e+00 | nm 9.872e+01 | nmx 4.135e-01 | 
+2025-11-24 21:15:20,928 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 081/100 | step 00030/00625 | lr 1.280e-02 | atrl 2.096e+00 | trl0 2.019e+00 | nm 9.872e+01 | nmx 4.141e-01 | 
+2025-11-24 21:15:24,669 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 081/100 | step 00031/00625 | lr 1.280e-02 | atrl 2.153e+00 | trl0 2.078e+00 | nm 9.872e+01 | nmx 4.148e-01 | 
+2025-11-24 21:15:28,409 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 081/100 | step 00032/00625 | lr 1.280e-02 | atrl 2.048e+00 | trl0 1.973e+00 | nm 9.872e+01 | nmx 4.158e-01 | 
+2025-11-24 21:15:32,149 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 081/100 | step 00033/00625 | lr 1.280e-02 | atrl 2.107e+00 | trl0 2.027e+00 | nm 9.872e+01 | nmx 4.167e-01 | 
+2025-11-24 21:15:35,887 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 081/100 | step 00034/00625 | lr 1.280e-02 | atrl 2.071e+00 | trl0 1.991e+00 | nm 9.872e+01 | nmx 4.176e-01 | 
+2025-11-24 21:15:39,627 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 081/100 | step 00035/00625 | lr 1.280e-02 | atrl 2.095e+00 | trl0 2.019e+00 | nm 9.872e+01 | nmx 4.186e-01 | 
+2025-11-24 21:15:43,367 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 081/100 | step 00036/00625 | lr 1.280e-02 | atrl 2.098e+00 | trl0 2.014e+00 | nm 9.872e+01 | nmx 4.195e-01 | 
+2025-11-24 21:15:47,105 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 081/100 | step 00037/00625 | lr 1.280e-02 | atrl 2.087e+00 | trl0 2.007e+00 | nm 9.872e+01 | nmx 4.203e-01 | 
+2025-11-24 21:15:50,844 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 081/100 | step 00038/00625 | lr 1.280e-02 | atrl 2.082e+00 | trl0 2.001e+00 | nm 9.872e+01 | nmx 4.210e-01 | 
+2025-11-24 21:15:54,584 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 081/100 | step 00039/00625 | lr 1.280e-02 | atrl 2.093e+00 | trl0 2.014e+00 | nm 9.872e+01 | nmx 4.216e-01 | 
+2025-11-24 21:15:58,323 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 081/100 | step 00040/00625 | lr 1.280e-02 | atrl 2.119e+00 | trl0 2.046e+00 | nm 9.872e+01 | nmx 4.224e-01 | 
+2025-11-24 21:16:02,064 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 081/100 | step 00041/00625 | lr 1.280e-02 | atrl 2.122e+00 | trl0 2.040e+00 | nm 9.872e+01 | nmx 4.230e-01 | 
+2025-11-24 21:16:05,802 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 081/100 | step 00042/00625 | lr 1.280e-02 | atrl 2.126e+00 | trl0 2.044e+00 | nm 9.872e+01 | nmx 4.237e-01 | 
+2025-11-24 21:16:09,542 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 081/100 | step 00043/00625 | lr 1.280e-02 | atrl 2.089e+00 | trl0 2.009e+00 | nm 9.872e+01 | nmx 4.242e-01 | 
+2025-11-24 21:16:13,282 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 081/100 | step 00044/00625 | lr 1.280e-02 | atrl 2.083e+00 | trl0 1.999e+00 | nm 9.872e+01 | nmx 4.246e-01 | 
+2025-11-24 21:16:17,021 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 081/100 | step 00045/00625 | lr 1.280e-02 | atrl 2.047e+00 | trl0 1.961e+00 | nm 9.872e+01 | nmx 4.246e-01 | 
+2025-11-24 21:16:20,760 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 081/100 | step 00046/00625 | lr 1.280e-02 | atrl 2.082e+00 | trl0 1.990e+00 | nm 9.872e+01 | nmx 4.241e-01 | 
+2025-11-24 21:16:24,500 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 081/100 | step 00047/00625 | lr 1.280e-02 | atrl 2.100e+00 | trl0 2.009e+00 | nm 9.872e+01 | nmx 4.233e-01 | 
+2025-11-24 21:16:28,240 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 081/100 | step 00048/00625 | lr 1.280e-02 | atrl 2.105e+00 | trl0 2.019e+00 | nm 9.872e+01 | nmx 4.224e-01 | 
+2025-11-24 21:16:31,978 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 081/100 | step 00049/00625 | lr 1.280e-02 | atrl 2.116e+00 | trl0 2.038e+00 | nm 9.872e+01 | nmx 4.218e-01 | 
+2025-11-24 21:16:32,567 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 21:16:32,567 | INFO | Starting LR test 5/5: lr=0.6000
+2025-11-24 21:16:32,567 | INFO | Starting EoS for LR factor 0.6000
+2025-11-24 21:16:32,567 | INFO | Starting EoS for checkpoint 80
+2025-11-24 21:16:32,568 | INFO | Starting EoS for model resnet50
+2025-11-24 21:16:32,949 | INFO | Model state successfully loaded
+2025-11-24 21:16:33,119 | INFO | Wrapped model with DDP
+2025-11-24 21:16:33,121 | INFO | Current learning rate: 0.009600000000000003
+2025-11-24 21:16:33,121 | INFO | Original learning rate: 0.016000000000000004
+2025-11-24 21:16:33,124 | INFO | 🎯 Momentum Information:
+2025-11-24 21:16:33,124 | INFO |   Extracted vectors: 161
+2025-11-24 21:16:33,124 | INFO |   Has momentum state: True
+2025-11-24 21:16:40,642 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 081/100 | step 00000/00625 | lr 9.600e-03 | atrl 2.029e+00 | trl0 2.029e+00 | nm 9.873e+01 | nmx 3.731e-02 | 
+2025-11-24 21:16:44,383 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 081/100 | step 00001/00625 | lr 9.600e-03 | atrl 2.110e+00 | trl0 2.109e+00 | nm 9.873e+01 | nmx 7.248e-02 | 
+2025-11-24 21:16:48,123 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 081/100 | step 00002/00625 | lr 9.600e-03 | atrl 1.992e+00 | trl0 1.990e+00 | nm 9.873e+01 | nmx 1.060e-01 | 
+2025-11-24 21:16:51,864 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 081/100 | step 00003/00625 | lr 9.600e-03 | atrl 2.021e+00 | trl0 2.016e+00 | nm 9.873e+01 | nmx 1.375e-01 | 
+2025-11-24 21:16:55,604 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 081/100 | step 00004/00625 | lr 9.600e-03 | atrl 2.045e+00 | trl0 2.034e+00 | nm 9.872e+01 | nmx 1.668e-01 | 
+2025-11-24 21:16:59,344 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 081/100 | step 00005/00625 | lr 9.600e-03 | atrl 2.113e+00 | trl0 2.101e+00 | nm 9.872e+01 | nmx 1.938e-01 | 
+2025-11-24 21:17:03,084 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 081/100 | step 00006/00625 | lr 9.600e-03 | atrl 2.031e+00 | trl0 2.017e+00 | nm 9.872e+01 | nmx 2.186e-01 | 
+2025-11-24 21:17:06,828 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 081/100 | step 00007/00625 | lr 9.600e-03 | atrl 2.056e+00 | trl0 2.032e+00 | nm 9.872e+01 | nmx 2.410e-01 | 
+2025-11-24 21:17:10,568 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 081/100 | step 00008/00625 | lr 9.600e-03 | atrl 2.031e+00 | trl0 2.000e+00 | nm 9.872e+01 | nmx 2.609e-01 | 
+2025-11-24 21:17:14,308 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 081/100 | step 00009/00625 | lr 9.600e-03 | atrl 2.064e+00 | trl0 2.041e+00 | nm 9.872e+01 | nmx 2.791e-01 | 
+2025-11-24 21:17:18,047 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 081/100 | step 00010/00625 | lr 9.600e-03 | atrl 1.996e+00 | trl0 1.964e+00 | nm 9.872e+01 | nmx 2.951e-01 | 
+2025-11-24 21:17:21,788 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 081/100 | step 00011/00625 | lr 9.600e-03 | atrl 2.050e+00 | trl0 2.013e+00 | nm 9.872e+01 | nmx 3.091e-01 | 
+2025-11-24 21:17:25,529 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 081/100 | step 00012/00625 | lr 9.600e-03 | atrl 1.997e+00 | trl0 1.962e+00 | nm 9.872e+01 | nmx 3.213e-01 | 
+2025-11-24 21:17:29,267 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 081/100 | step 00013/00625 | lr 9.600e-03 | atrl 2.025e+00 | trl0 1.981e+00 | nm 9.872e+01 | nmx 3.317e-01 | 
+2025-11-24 21:17:33,006 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 081/100 | step 00014/00625 | lr 9.600e-03 | atrl 2.106e+00 | trl0 2.059e+00 | nm 9.872e+01 | nmx 3.403e-01 | 
+2025-11-24 21:17:36,743 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 081/100 | step 00015/00625 | lr 9.600e-03 | atrl 2.056e+00 | trl0 2.008e+00 | nm 9.872e+01 | nmx 3.474e-01 | 
+2025-11-24 21:17:40,483 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 081/100 | step 00016/00625 | lr 9.600e-03 | atrl 2.096e+00 | trl0 2.047e+00 | nm 9.872e+01 | nmx 3.530e-01 | 
+2025-11-24 21:17:44,221 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 081/100 | step 00017/00625 | lr 9.600e-03 | atrl 2.052e+00 | trl0 2.004e+00 | nm 9.872e+01 | nmx 3.575e-01 | 
+2025-11-24 21:17:47,961 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 081/100 | step 00018/00625 | lr 9.600e-03 | atrl 2.072e+00 | trl0 2.018e+00 | nm 9.872e+01 | nmx 3.609e-01 | 
+2025-11-24 21:17:51,701 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 081/100 | step 00019/00625 | lr 9.600e-03 | atrl 2.109e+00 | trl0 2.058e+00 | nm 9.872e+01 | nmx 3.634e-01 | 
+2025-11-24 21:17:55,441 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 081/100 | step 00020/00625 | lr 9.600e-03 | atrl 2.030e+00 | trl0 1.973e+00 | nm 9.872e+01 | nmx 3.651e-01 | 
+2025-11-24 21:17:59,182 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 081/100 | step 00021/00625 | lr 9.600e-03 | atrl 2.122e+00 | trl0 2.061e+00 | nm 9.872e+01 | nmx 3.661e-01 | 
+2025-11-24 21:18:02,921 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 081/100 | step 00022/00625 | lr 9.600e-03 | atrl 2.085e+00 | trl0 2.029e+00 | nm 9.872e+01 | nmx 3.668e-01 | 
+2025-11-24 21:18:06,662 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 081/100 | step 00023/00625 | lr 9.600e-03 | atrl 2.082e+00 | trl0 2.025e+00 | nm 9.872e+01 | nmx 3.672e-01 | 
+2025-11-24 21:18:10,401 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 081/100 | step 00024/00625 | lr 9.600e-03 | atrl 2.091e+00 | trl0 2.037e+00 | nm 9.872e+01 | nmx 3.674e-01 | 
+2025-11-24 21:18:14,143 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 081/100 | step 00025/00625 | lr 9.600e-03 | atrl 2.095e+00 | trl0 2.035e+00 | nm 9.872e+01 | nmx 3.672e-01 | 
+2025-11-24 21:18:17,886 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 081/100 | step 00026/00625 | lr 9.600e-03 | atrl 2.101e+00 | trl0 2.041e+00 | nm 9.872e+01 | nmx 3.669e-01 | 
+2025-11-24 21:18:21,626 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 081/100 | step 00027/00625 | lr 9.600e-03 | atrl 2.022e+00 | trl0 1.961e+00 | nm 9.872e+01 | nmx 3.663e-01 | 
+2025-11-24 21:18:25,366 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 081/100 | step 00028/00625 | lr 9.600e-03 | atrl 2.066e+00 | trl0 2.010e+00 | nm 9.872e+01 | nmx 3.659e-01 | 
+2025-11-24 21:18:29,109 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 081/100 | step 00029/00625 | lr 9.600e-03 | atrl 2.058e+00 | trl0 2.006e+00 | nm 9.872e+01 | nmx 3.656e-01 | 
+2025-11-24 21:18:32,850 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 081/100 | step 00030/00625 | lr 9.600e-03 | atrl 2.073e+00 | trl0 2.019e+00 | nm 9.872e+01 | nmx 3.654e-01 | 
+2025-11-24 21:18:36,590 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 081/100 | step 00031/00625 | lr 9.600e-03 | atrl 2.129e+00 | trl0 2.078e+00 | nm 9.872e+01 | nmx 3.653e-01 | 
+2025-11-24 21:18:40,328 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 081/100 | step 00032/00625 | lr 9.600e-03 | atrl 2.025e+00 | trl0 1.973e+00 | nm 9.872e+01 | nmx 3.655e-01 | 
+2025-11-24 21:18:44,071 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 081/100 | step 00033/00625 | lr 9.600e-03 | atrl 2.083e+00 | trl0 2.027e+00 | nm 9.872e+01 | nmx 3.656e-01 | 
+2025-11-24 21:18:47,811 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 081/100 | step 00034/00625 | lr 9.600e-03 | atrl 2.047e+00 | trl0 1.991e+00 | nm 9.872e+01 | nmx 3.657e-01 | 
+2025-11-24 21:18:51,550 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 081/100 | step 00035/00625 | lr 9.600e-03 | atrl 2.073e+00 | trl0 2.019e+00 | nm 9.872e+01 | nmx 3.659e-01 | 
+2025-11-24 21:18:55,290 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 081/100 | step 00036/00625 | lr 9.600e-03 | atrl 2.074e+00 | trl0 2.014e+00 | nm 9.872e+01 | nmx 3.661e-01 | 
+2025-11-24 21:18:59,032 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 081/100 | step 00037/00625 | lr 9.600e-03 | atrl 2.062e+00 | trl0 2.007e+00 | nm 9.872e+01 | nmx 3.664e-01 | 
+2025-11-24 21:19:02,773 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 081/100 | step 00038/00625 | lr 9.600e-03 | atrl 2.057e+00 | trl0 2.001e+00 | nm 9.872e+01 | nmx 3.667e-01 | 
+2025-11-24 21:19:06,511 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 081/100 | step 00039/00625 | lr 9.600e-03 | atrl 2.068e+00 | trl0 2.014e+00 | nm 9.872e+01 | nmx 3.670e-01 | 
+2025-11-24 21:19:10,251 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 081/100 | step 00040/00625 | lr 9.600e-03 | atrl 2.096e+00 | trl0 2.046e+00 | nm 9.872e+01 | nmx 3.676e-01 | 
+2025-11-24 21:19:13,990 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 081/100 | step 00041/00625 | lr 9.600e-03 | atrl 2.097e+00 | trl0 2.040e+00 | nm 9.872e+01 | nmx 3.682e-01 | 
+2025-11-24 21:19:17,729 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 081/100 | step 00042/00625 | lr 9.600e-03 | atrl 2.100e+00 | trl0 2.044e+00 | nm 9.872e+01 | nmx 3.688e-01 | 
+2025-11-24 21:19:21,470 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 081/100 | step 00043/00625 | lr 9.600e-03 | atrl 2.065e+00 | trl0 2.009e+00 | nm 9.872e+01 | nmx 3.695e-01 | 
+2025-11-24 21:19:25,209 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 081/100 | step 00044/00625 | lr 9.600e-03 | atrl 2.059e+00 | trl0 1.999e+00 | nm 9.872e+01 | nmx 3.700e-01 | 
+2025-11-24 21:19:28,948 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 081/100 | step 00045/00625 | lr 9.600e-03 | atrl 2.020e+00 | trl0 1.961e+00 | nm 9.872e+01 | nmx 3.704e-01 | 
+2025-11-24 21:19:32,688 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 081/100 | step 00046/00625 | lr 9.600e-03 | atrl 2.054e+00 | trl0 1.990e+00 | nm 9.872e+01 | nmx 3.705e-01 | 
+2025-11-24 21:19:36,427 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 081/100 | step 00047/00625 | lr 9.600e-03 | atrl 2.072e+00 | trl0 2.009e+00 | nm 9.872e+01 | nmx 3.702e-01 | 
+2025-11-24 21:19:40,165 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 081/100 | step 00048/00625 | lr 9.600e-03 | atrl 2.079e+00 | trl0 2.019e+00 | nm 9.872e+01 | nmx 3.699e-01 | 
+2025-11-24 21:19:43,905 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 081/100 | step 00049/00625 | lr 9.600e-03 | atrl 2.092e+00 | trl0 2.038e+00 | nm 9.872e+01 | nmx 3.696e-01 | 
diff --git a/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-84/train.jsonl b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-84/train.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..221e93a1f25c930797ff057b5e7e9c5102d6b510
--- /dev/null
+++ b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-84/train.jsonl
@@ -0,0 +1,250 @@
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+{"exp_idx": [4, 5], "lr_factor": 0.6, "epoch": [85, 100], "step": [43, 625], "lr": 0.009600000000000003, "atrl": 1.9992433786392212, "trl0": 1.9401895999908447, "nm": 96.7520637749778, "nmx": 0.39181444407505817, "olr": 0.016000000000000004, "otrl": 1.9368942975997925, "trl01": 1.981187343597412, "otrl1": 1.9882094860076904, "nm0": 96.75961234326535, "onm": 96.72679129936832, "data_diff": 0.0}
+{"exp_idx": [4, 5], "lr_factor": 0.6, "epoch": [85, 100], "step": [44, 625], "lr": 0.009600000000000003, "atrl": 2.0475473403930664, "trl0": 1.9808349609375, "nm": 96.75212028499506, "nmx": 0.3924874162219674, "olr": 0.016000000000000004, "otrl": 1.9808930158615112, "trl01": 1.922560214996338, "otrl1": 1.9191579818725586, "nm0": 96.75961234326535, "onm": 96.72602939508313, "data_diff": 0.0}
+{"exp_idx": [4, 5], "lr_factor": 0.6, "epoch": [85, 100], "step": [45, 625], "lr": 0.009600000000000003, "atrl": 2.096860647201538, "trl0": 2.033668041229248, "nm": 96.75218179316414, "nmx": 0.3931407213879509, "olr": 0.016000000000000004, "otrl": 2.034991502761841, "trl01": 2.1054112911224365, "otrl1": 2.1143529415130615, "nm0": 96.75961234326535, "onm": 96.72526661422847, "data_diff": 0.0}
+{"exp_idx": [4, 5], "lr_factor": 0.6, "epoch": [85, 100], "step": [46, 625], "lr": 0.009600000000000003, "atrl": 2.056194305419922, "trl0": 1.989983081817627, "nm": 96.75225017871678, "nmx": 0.3936910456967597, "olr": 0.016000000000000004, "otrl": 1.9798129796981812, "trl01": 2.06754469871521, "otrl1": 2.073470115661621, "nm0": 96.75961234326535, "onm": 96.72453079768417, "data_diff": 0.0}
+{"exp_idx": [4, 5], "lr_factor": 0.6, "epoch": [85, 100], "step": [47, 625], "lr": 0.009600000000000003, "atrl": 2.048521041870117, "trl0": 1.9916305541992188, "nm": 96.75234487146767, "nmx": 0.3943113848432688, "olr": 0.016000000000000004, "otrl": 1.983400821685791, "trl01": 1.983795404434204, "otrl1": 1.9667325019836426, "nm0": 96.75961234326535, "onm": 96.72384564634817, "data_diff": 0.0}
+{"exp_idx": [4, 5], "lr_factor": 0.6, "epoch": [85, 100], "step": [48, 625], "lr": 0.009600000000000003, "atrl": 2.050473690032959, "trl0": 1.9842522144317627, "nm": 96.75243792801862, "nmx": 0.39475722982723127, "olr": 0.016000000000000004, "otrl": 1.9886010885238647, "trl01": 1.941967487335205, "otrl1": 1.9517866373062134, "nm0": 96.75961234326535, "onm": 96.72316736521907, "data_diff": 0.0}
+{"exp_idx": [4, 5], "lr_factor": 0.6, "epoch": [85, 100], "step": [49, 625], "lr": 0.009600000000000003, "atrl": 2.0520823001861572, "trl0": 1.9822251796722412, "nm": 96.75252522976459, "nmx": 0.39492703925298894, "olr": 0.016000000000000004, "otrl": 1.9848036766052246, "trl01": 1.9816298484802246, "otrl1": 2.004040241241455, "nm0": 96.75961234326535, "onm": 96.72248941885734, "data_diff": 0.0}
diff --git a/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-84/train.log b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-84/train.log
new file mode 100644
index 0000000000000000000000000000000000000000..0871610a825e17486a8cc030f7b08289a05b249d
--- /dev/null
+++ b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-84/train.log
@@ -0,0 +1,311 @@
+2025-11-24 21:19:57,443 | INFO | LR factors: [1.4 1.2 1.  0.8 0.6]
+2025-11-24 21:19:59,594 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 21:19:59,594 | INFO | Starting LR test 1/5: lr=1.4000
+2025-11-24 21:19:59,594 | INFO | Starting EoS for LR factor 1.4000
+2025-11-24 21:19:59,594 | INFO | Starting EoS for checkpoint 84
+2025-11-24 21:19:59,594 | INFO | Starting EoS for model resnet50
+2025-11-24 21:20:00,056 | INFO | Model state successfully loaded
+2025-11-24 21:20:01,497 | INFO | Wrapped model with DDP
+2025-11-24 21:20:01,501 | INFO | Current learning rate: 0.022400000000000003
+2025-11-24 21:20:01,501 | INFO | Original learning rate: 0.016000000000000004
+2025-11-24 21:20:01,529 | INFO | 🎯 Momentum Information:
+2025-11-24 21:20:01,529 | INFO |   Extracted vectors: 161
+2025-11-24 21:20:01,529 | INFO |   Has momentum state: True
+2025-11-24 21:20:10,671 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 085/100 | step 00000/00625 | lr 2.240e-02 | atrl 1.917e+00 | trl0 1.917e+00 | nm 9.676e+01 | nmx 9.107e-02 | 
+2025-11-24 21:20:14,418 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 085/100 | step 00001/00625 | lr 2.240e-02 | atrl 2.003e+00 | trl0 1.999e+00 | nm 9.676e+01 | nmx 1.756e-01 | 
+2025-11-24 21:20:18,162 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 085/100 | step 00002/00625 | lr 2.240e-02 | atrl 1.990e+00 | trl0 1.971e+00 | nm 9.676e+01 | nmx 2.531e-01 | 
+2025-11-24 21:20:21,903 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 085/100 | step 00003/00625 | lr 2.240e-02 | atrl 1.959e+00 | trl0 1.919e+00 | nm 9.676e+01 | nmx 3.220e-01 | 
+2025-11-24 21:20:25,645 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 085/100 | step 00004/00625 | lr 2.240e-02 | atrl 1.996e+00 | trl0 1.940e+00 | nm 9.675e+01 | nmx 3.818e-01 | 
+2025-11-24 21:20:29,391 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 085/100 | step 00005/00625 | lr 2.240e-02 | atrl 2.001e+00 | trl0 1.919e+00 | nm 9.675e+01 | nmx 4.322e-01 | 
+2025-11-24 21:20:33,131 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 085/100 | step 00006/00625 | lr 2.240e-02 | atrl 2.099e+00 | trl0 2.002e+00 | nm 9.675e+01 | nmx 4.738e-01 | 
+2025-11-24 21:20:36,872 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 085/100 | step 00007/00625 | lr 2.240e-02 | atrl 2.049e+00 | trl0 1.938e+00 | nm 9.675e+01 | nmx 5.072e-01 | 
+2025-11-24 21:20:40,611 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 085/100 | step 00008/00625 | lr 2.240e-02 | atrl 2.084e+00 | trl0 1.952e+00 | nm 9.675e+01 | nmx 5.326e-01 | 
+2025-11-24 21:20:44,352 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 085/100 | step 00009/00625 | lr 2.240e-02 | atrl 2.149e+00 | trl0 2.002e+00 | nm 9.675e+01 | nmx 5.505e-01 | 
+2025-11-24 21:20:48,092 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 085/100 | step 00010/00625 | lr 2.240e-02 | atrl 2.212e+00 | trl0 2.058e+00 | nm 9.675e+01 | nmx 5.622e-01 | 
+2025-11-24 21:20:51,831 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 085/100 | step 00011/00625 | lr 2.240e-02 | atrl 2.161e+00 | trl0 1.995e+00 | nm 9.675e+01 | nmx 5.689e-01 | 
+2025-11-24 21:20:55,570 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 085/100 | step 00012/00625 | lr 2.240e-02 | atrl 2.194e+00 | trl0 2.037e+00 | nm 9.675e+01 | nmx 5.720e-01 | 
+2025-11-24 21:20:59,309 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 085/100 | step 00013/00625 | lr 2.240e-02 | atrl 2.101e+00 | trl0 1.943e+00 | nm 9.675e+01 | nmx 5.727e-01 | 
+2025-11-24 21:21:03,048 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 085/100 | step 00014/00625 | lr 2.240e-02 | atrl 2.182e+00 | trl0 2.021e+00 | nm 9.675e+01 | nmx 5.712e-01 | 
+2025-11-24 21:21:06,788 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 085/100 | step 00015/00625 | lr 2.240e-02 | atrl 2.106e+00 | trl0 1.954e+00 | nm 9.675e+01 | nmx 5.689e-01 | 
+2025-11-24 21:21:10,528 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 085/100 | step 00016/00625 | lr 2.240e-02 | atrl 2.178e+00 | trl0 2.012e+00 | nm 9.675e+01 | nmx 5.658e-01 | 
+2025-11-24 21:21:14,268 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 085/100 | step 00017/00625 | lr 2.240e-02 | atrl 2.111e+00 | trl0 1.946e+00 | nm 9.675e+01 | nmx 5.627e-01 | 
+2025-11-24 21:21:18,009 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 085/100 | step 00018/00625 | lr 2.240e-02 | atrl 2.185e+00 | trl0 2.026e+00 | nm 9.675e+01 | nmx 5.604e-01 | 
+2025-11-24 21:21:21,749 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 085/100 | step 00019/00625 | lr 2.240e-02 | atrl 2.131e+00 | trl0 1.974e+00 | nm 9.675e+01 | nmx 5.592e-01 | 
+2025-11-24 21:21:25,488 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 085/100 | step 00020/00625 | lr 2.240e-02 | atrl 2.113e+00 | trl0 1.962e+00 | nm 9.675e+01 | nmx 5.596e-01 | 
+2025-11-24 21:21:29,233 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 085/100 | step 00021/00625 | lr 2.240e-02 | atrl 2.059e+00 | trl0 1.912e+00 | nm 9.675e+01 | nmx 5.613e-01 | 
+2025-11-24 21:21:32,973 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 085/100 | step 00022/00625 | lr 2.240e-02 | atrl 2.115e+00 | trl0 1.950e+00 | nm 9.675e+01 | nmx 5.632e-01 | 
+2025-11-24 21:21:36,714 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 085/100 | step 00023/00625 | lr 2.240e-02 | atrl 2.126e+00 | trl0 1.968e+00 | nm 9.675e+01 | nmx 5.653e-01 | 
+2025-11-24 21:21:40,453 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 085/100 | step 00024/00625 | lr 2.240e-02 | atrl 2.168e+00 | trl0 2.009e+00 | nm 9.675e+01 | nmx 5.676e-01 | 
+2025-11-24 21:21:44,196 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 085/100 | step 00025/00625 | lr 2.240e-02 | atrl 2.217e+00 | trl0 2.056e+00 | nm 9.675e+01 | nmx 5.702e-01 | 
+2025-11-24 21:21:47,935 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 085/100 | step 00026/00625 | lr 2.240e-02 | atrl 2.127e+00 | trl0 1.962e+00 | nm 9.675e+01 | nmx 5.728e-01 | 
+2025-11-24 21:21:51,673 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 085/100 | step 00027/00625 | lr 2.240e-02 | atrl 2.105e+00 | trl0 1.941e+00 | nm 9.675e+01 | nmx 5.754e-01 | 
+2025-11-24 21:21:55,416 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 085/100 | step 00028/00625 | lr 2.240e-02 | atrl 2.184e+00 | trl0 2.009e+00 | nm 9.675e+01 | nmx 5.774e-01 | 
+2025-11-24 21:21:59,157 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 085/100 | step 00029/00625 | lr 2.240e-02 | atrl 2.134e+00 | trl0 1.959e+00 | nm 9.675e+01 | nmx 5.790e-01 | 
+2025-11-24 21:22:02,898 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 085/100 | step 00030/00625 | lr 2.240e-02 | atrl 2.177e+00 | trl0 2.004e+00 | nm 9.675e+01 | nmx 5.806e-01 | 
+2025-11-24 21:22:06,638 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 085/100 | step 00031/00625 | lr 2.240e-02 | atrl 2.120e+00 | trl0 1.953e+00 | nm 9.675e+01 | nmx 5.825e-01 | 
+2025-11-24 21:22:10,379 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 085/100 | step 00032/00625 | lr 2.240e-02 | atrl 2.162e+00 | trl0 1.989e+00 | nm 9.675e+01 | nmx 5.842e-01 | 
+2025-11-24 21:22:14,118 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 085/100 | step 00033/00625 | lr 2.240e-02 | atrl 2.187e+00 | trl0 2.008e+00 | nm 9.675e+01 | nmx 5.851e-01 | 
+2025-11-24 21:22:17,856 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 085/100 | step 00034/00625 | lr 2.240e-02 | atrl 2.235e+00 | trl0 2.061e+00 | nm 9.676e+01 | nmx 5.858e-01 | 
+2025-11-24 21:22:21,595 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 085/100 | step 00035/00625 | lr 2.240e-02 | atrl 2.178e+00 | trl0 2.002e+00 | nm 9.676e+01 | nmx 5.860e-01 | 
+2025-11-24 21:22:25,337 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 085/100 | step 00036/00625 | lr 2.240e-02 | atrl 2.214e+00 | trl0 2.046e+00 | nm 9.676e+01 | nmx 5.862e-01 | 
+2025-11-24 21:22:29,077 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 085/100 | step 00037/00625 | lr 2.240e-02 | atrl 2.175e+00 | trl0 2.005e+00 | nm 9.675e+01 | nmx 5.867e-01 | 
+2025-11-24 21:22:32,817 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 085/100 | step 00038/00625 | lr 2.240e-02 | atrl 2.196e+00 | trl0 2.019e+00 | nm 9.675e+01 | nmx 5.871e-01 | 
+2025-11-24 21:22:36,556 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 085/100 | step 00039/00625 | lr 2.240e-02 | atrl 2.151e+00 | trl0 1.979e+00 | nm 9.675e+01 | nmx 5.877e-01 | 
+2025-11-24 21:22:40,297 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 085/100 | step 00040/00625 | lr 2.240e-02 | atrl 2.154e+00 | trl0 1.986e+00 | nm 9.675e+01 | nmx 5.885e-01 | 
+2025-11-24 21:22:44,035 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 085/100 | step 00041/00625 | lr 2.240e-02 | atrl 2.139e+00 | trl0 1.957e+00 | nm 9.675e+01 | nmx 5.890e-01 | 
+2025-11-24 21:22:47,775 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 085/100 | step 00042/00625 | lr 2.240e-02 | atrl 2.157e+00 | trl0 1.982e+00 | nm 9.675e+01 | nmx 5.893e-01 | 
+2025-11-24 21:22:51,514 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 085/100 | step 00043/00625 | lr 2.240e-02 | atrl 2.109e+00 | trl0 1.940e+00 | nm 9.675e+01 | nmx 5.896e-01 | 
+2025-11-24 21:22:55,254 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 085/100 | step 00044/00625 | lr 2.240e-02 | atrl 2.155e+00 | trl0 1.981e+00 | nm 9.675e+01 | nmx 5.898e-01 | 
+2025-11-24 21:22:58,992 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 085/100 | step 00045/00625 | lr 2.240e-02 | atrl 2.207e+00 | trl0 2.034e+00 | nm 9.675e+01 | nmx 5.900e-01 | 
+2025-11-24 21:23:02,733 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 085/100 | step 00046/00625 | lr 2.240e-02 | atrl 2.168e+00 | trl0 1.990e+00 | nm 9.675e+01 | nmx 5.902e-01 | 
+2025-11-24 21:23:06,472 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 085/100 | step 00047/00625 | lr 2.240e-02 | atrl 2.167e+00 | trl0 1.992e+00 | nm 9.675e+01 | nmx 5.902e-01 | 
+2025-11-24 21:23:10,210 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 085/100 | step 00048/00625 | lr 2.240e-02 | atrl 2.165e+00 | trl0 1.984e+00 | nm 9.675e+01 | nmx 5.901e-01 | 
+2025-11-24 21:23:13,950 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 085/100 | step 00049/00625 | lr 2.240e-02 | atrl 2.159e+00 | trl0 1.982e+00 | nm 9.675e+01 | nmx 5.901e-01 | 
+2025-11-24 21:23:14,280 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 21:23:14,280 | INFO | Starting LR test 2/5: lr=1.2000
+2025-11-24 21:23:14,280 | INFO | Starting EoS for LR factor 1.2000
+2025-11-24 21:23:14,281 | INFO | Starting EoS for checkpoint 84
+2025-11-24 21:23:14,281 | INFO | Starting EoS for model resnet50
+2025-11-24 21:23:14,666 | INFO | Model state successfully loaded
+2025-11-24 21:23:14,928 | INFO | Wrapped model with DDP
+2025-11-24 21:23:14,931 | INFO | Current learning rate: 0.019200000000000005
+2025-11-24 21:23:14,931 | INFO | Original learning rate: 0.016000000000000004
+2025-11-24 21:23:14,955 | INFO | 🎯 Momentum Information:
+2025-11-24 21:23:14,955 | INFO |   Extracted vectors: 161
+2025-11-24 21:23:14,955 | INFO |   Has momentum state: True
+2025-11-24 21:23:22,713 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 085/100 | step 00000/00625 | lr 1.920e-02 | atrl 1.917e+00 | trl0 1.917e+00 | nm 9.676e+01 | nmx 7.806e-02 | 
+2025-11-24 21:23:26,451 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 085/100 | step 00001/00625 | lr 1.920e-02 | atrl 2.002e+00 | trl0 1.999e+00 | nm 9.676e+01 | nmx 1.509e-01 | 
+2025-11-24 21:23:30,191 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 085/100 | step 00002/00625 | lr 1.920e-02 | atrl 1.985e+00 | trl0 1.971e+00 | nm 9.676e+01 | nmx 2.182e-01 | 
+2025-11-24 21:23:33,931 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 085/100 | step 00003/00625 | lr 1.920e-02 | atrl 1.949e+00 | trl0 1.919e+00 | nm 9.676e+01 | nmx 2.787e-01 | 
+2025-11-24 21:23:37,673 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 085/100 | step 00004/00625 | lr 1.920e-02 | atrl 1.980e+00 | trl0 1.940e+00 | nm 9.676e+01 | nmx 3.323e-01 | 
+2025-11-24 21:23:41,412 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 085/100 | step 00005/00625 | lr 1.920e-02 | atrl 1.981e+00 | trl0 1.919e+00 | nm 9.675e+01 | nmx 3.784e-01 | 
+2025-11-24 21:23:45,153 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 085/100 | step 00006/00625 | lr 1.920e-02 | atrl 2.075e+00 | trl0 2.002e+00 | nm 9.675e+01 | nmx 4.176e-01 | 
+2025-11-24 21:23:48,893 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 085/100 | step 00007/00625 | lr 1.920e-02 | atrl 2.022e+00 | trl0 1.938e+00 | nm 9.675e+01 | nmx 4.502e-01 | 
+2025-11-24 21:23:52,634 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 085/100 | step 00008/00625 | lr 1.920e-02 | atrl 2.055e+00 | trl0 1.952e+00 | nm 9.675e+01 | nmx 4.764e-01 | 
+2025-11-24 21:23:56,374 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 085/100 | step 00009/00625 | lr 1.920e-02 | atrl 2.118e+00 | trl0 2.002e+00 | nm 9.675e+01 | nmx 4.963e-01 | 
+2025-11-24 21:24:00,113 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 085/100 | step 00010/00625 | lr 1.920e-02 | atrl 2.182e+00 | trl0 2.058e+00 | nm 9.675e+01 | nmx 5.110e-01 | 
+2025-11-24 21:24:03,855 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 085/100 | step 00011/00625 | lr 1.920e-02 | atrl 2.132e+00 | trl0 1.995e+00 | nm 9.675e+01 | nmx 5.210e-01 | 
+2025-11-24 21:24:07,594 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 085/100 | step 00012/00625 | lr 1.920e-02 | atrl 2.167e+00 | trl0 2.037e+00 | nm 9.675e+01 | nmx 5.276e-01 | 
+2025-11-24 21:24:11,333 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 085/100 | step 00013/00625 | lr 1.920e-02 | atrl 2.076e+00 | trl0 1.943e+00 | nm 9.675e+01 | nmx 5.315e-01 | 
+2025-11-24 21:24:15,072 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 085/100 | step 00014/00625 | lr 1.920e-02 | atrl 2.156e+00 | trl0 2.021e+00 | nm 9.675e+01 | nmx 5.331e-01 | 
+2025-11-24 21:24:18,811 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 085/100 | step 00015/00625 | lr 1.920e-02 | atrl 2.084e+00 | trl0 1.954e+00 | nm 9.675e+01 | nmx 5.332e-01 | 
+2025-11-24 21:24:22,550 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 085/100 | step 00016/00625 | lr 1.920e-02 | atrl 2.157e+00 | trl0 2.012e+00 | nm 9.675e+01 | nmx 5.317e-01 | 
+2025-11-24 21:24:26,290 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 085/100 | step 00017/00625 | lr 1.920e-02 | atrl 2.090e+00 | trl0 1.946e+00 | nm 9.675e+01 | nmx 5.295e-01 | 
+2025-11-24 21:24:30,029 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 085/100 | step 00018/00625 | lr 1.920e-02 | atrl 2.163e+00 | trl0 2.026e+00 | nm 9.675e+01 | nmx 5.271e-01 | 
+2025-11-24 21:24:33,769 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 085/100 | step 00019/00625 | lr 1.920e-02 | atrl 2.109e+00 | trl0 1.974e+00 | nm 9.675e+01 | nmx 5.251e-01 | 
+2025-11-24 21:24:37,508 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 085/100 | step 00020/00625 | lr 1.920e-02 | atrl 2.091e+00 | trl0 1.962e+00 | nm 9.675e+01 | nmx 5.239e-01 | 
+2025-11-24 21:24:41,246 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 085/100 | step 00021/00625 | lr 1.920e-02 | atrl 2.037e+00 | trl0 1.912e+00 | nm 9.675e+01 | nmx 5.237e-01 | 
+2025-11-24 21:24:44,991 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 085/100 | step 00022/00625 | lr 1.920e-02 | atrl 2.090e+00 | trl0 1.950e+00 | nm 9.675e+01 | nmx 5.236e-01 | 
+2025-11-24 21:24:48,732 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 085/100 | step 00023/00625 | lr 1.920e-02 | atrl 2.099e+00 | trl0 1.968e+00 | nm 9.675e+01 | nmx 5.239e-01 | 
+2025-11-24 21:24:52,475 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 085/100 | step 00024/00625 | lr 1.920e-02 | atrl 2.141e+00 | trl0 2.009e+00 | nm 9.675e+01 | nmx 5.246e-01 | 
+2025-11-24 21:24:56,214 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 085/100 | step 00025/00625 | lr 1.920e-02 | atrl 2.189e+00 | trl0 2.056e+00 | nm 9.675e+01 | nmx 5.258e-01 | 
+2025-11-24 21:24:59,954 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 085/100 | step 00026/00625 | lr 1.920e-02 | atrl 2.100e+00 | trl0 1.962e+00 | nm 9.675e+01 | nmx 5.274e-01 | 
+2025-11-24 21:25:03,696 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 085/100 | step 00027/00625 | lr 1.920e-02 | atrl 2.074e+00 | trl0 1.941e+00 | nm 9.675e+01 | nmx 5.295e-01 | 
+2025-11-24 21:25:07,437 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 085/100 | step 00028/00625 | lr 1.920e-02 | atrl 2.152e+00 | trl0 2.009e+00 | nm 9.675e+01 | nmx 5.314e-01 | 
+2025-11-24 21:25:11,178 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 085/100 | step 00029/00625 | lr 1.920e-02 | atrl 2.104e+00 | trl0 1.959e+00 | nm 9.675e+01 | nmx 5.331e-01 | 
+2025-11-24 21:25:14,918 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 085/100 | step 00030/00625 | lr 1.920e-02 | atrl 2.149e+00 | trl0 2.004e+00 | nm 9.675e+01 | nmx 5.348e-01 | 
+2025-11-24 21:25:18,657 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 085/100 | step 00031/00625 | lr 1.920e-02 | atrl 2.092e+00 | trl0 1.953e+00 | nm 9.675e+01 | nmx 5.367e-01 | 
+2025-11-24 21:25:22,396 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 085/100 | step 00032/00625 | lr 1.920e-02 | atrl 2.132e+00 | trl0 1.989e+00 | nm 9.675e+01 | nmx 5.387e-01 | 
+2025-11-24 21:25:26,135 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 085/100 | step 00033/00625 | lr 1.920e-02 | atrl 2.156e+00 | trl0 2.008e+00 | nm 9.675e+01 | nmx 5.404e-01 | 
+2025-11-24 21:25:29,875 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 085/100 | step 00034/00625 | lr 1.920e-02 | atrl 2.205e+00 | trl0 2.061e+00 | nm 9.675e+01 | nmx 5.419e-01 | 
+2025-11-24 21:25:33,615 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 085/100 | step 00035/00625 | lr 1.920e-02 | atrl 2.148e+00 | trl0 2.002e+00 | nm 9.675e+01 | nmx 5.431e-01 | 
+2025-11-24 21:25:37,354 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 085/100 | step 00036/00625 | lr 1.920e-02 | atrl 2.187e+00 | trl0 2.046e+00 | nm 9.675e+01 | nmx 5.440e-01 | 
+2025-11-24 21:25:41,095 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 085/100 | step 00037/00625 | lr 1.920e-02 | atrl 2.150e+00 | trl0 2.005e+00 | nm 9.675e+01 | nmx 5.449e-01 | 
+2025-11-24 21:25:44,833 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 085/100 | step 00038/00625 | lr 1.920e-02 | atrl 2.170e+00 | trl0 2.019e+00 | nm 9.675e+01 | nmx 5.454e-01 | 
+2025-11-24 21:25:48,573 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 085/100 | step 00039/00625 | lr 1.920e-02 | atrl 2.125e+00 | trl0 1.979e+00 | nm 9.675e+01 | nmx 5.460e-01 | 
+2025-11-24 21:25:52,313 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 085/100 | step 00040/00625 | lr 1.920e-02 | atrl 2.128e+00 | trl0 1.986e+00 | nm 9.675e+01 | nmx 5.468e-01 | 
+2025-11-24 21:25:56,051 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 085/100 | step 00041/00625 | lr 1.920e-02 | atrl 2.111e+00 | trl0 1.957e+00 | nm 9.675e+01 | nmx 5.471e-01 | 
+2025-11-24 21:25:59,790 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 085/100 | step 00042/00625 | lr 1.920e-02 | atrl 2.129e+00 | trl0 1.982e+00 | nm 9.675e+01 | nmx 5.473e-01 | 
+2025-11-24 21:26:03,529 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 085/100 | step 00043/00625 | lr 1.920e-02 | atrl 2.082e+00 | trl0 1.940e+00 | nm 9.675e+01 | nmx 5.474e-01 | 
+2025-11-24 21:26:07,268 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 085/100 | step 00044/00625 | lr 1.920e-02 | atrl 2.131e+00 | trl0 1.981e+00 | nm 9.675e+01 | nmx 5.473e-01 | 
+2025-11-24 21:26:11,007 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 085/100 | step 00045/00625 | lr 1.920e-02 | atrl 2.180e+00 | trl0 2.034e+00 | nm 9.675e+01 | nmx 5.471e-01 | 
+2025-11-24 21:26:14,747 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 085/100 | step 00046/00625 | lr 1.920e-02 | atrl 2.142e+00 | trl0 1.990e+00 | nm 9.675e+01 | nmx 5.469e-01 | 
+2025-11-24 21:26:18,486 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 085/100 | step 00047/00625 | lr 1.920e-02 | atrl 2.136e+00 | trl0 1.992e+00 | nm 9.675e+01 | nmx 5.467e-01 | 
+2025-11-24 21:26:22,227 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 085/100 | step 00048/00625 | lr 1.920e-02 | atrl 2.137e+00 | trl0 1.984e+00 | nm 9.675e+01 | nmx 5.464e-01 | 
+2025-11-24 21:26:25,967 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 085/100 | step 00049/00625 | lr 1.920e-02 | atrl 2.132e+00 | trl0 1.982e+00 | nm 9.675e+01 | nmx 5.460e-01 | 
+2025-11-24 21:26:26,602 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 21:26:26,602 | INFO | Starting LR test 3/5: lr=1.0000
+2025-11-24 21:26:26,602 | INFO | Starting EoS for LR factor 1.0000
+2025-11-24 21:26:26,602 | INFO | Starting EoS for checkpoint 84
+2025-11-24 21:26:26,602 | INFO | Starting EoS for model resnet50
+2025-11-24 21:26:26,982 | INFO | Model state successfully loaded
+2025-11-24 21:26:27,196 | INFO | Wrapped model with DDP
+2025-11-24 21:26:27,198 | INFO | Current learning rate: 0.016000000000000004
+2025-11-24 21:26:27,198 | INFO | Original learning rate: 0.016000000000000004
+2025-11-24 21:26:27,260 | INFO | 🎯 Momentum Information:
+2025-11-24 21:26:27,260 | INFO |   Extracted vectors: 161
+2025-11-24 21:26:27,260 | INFO |   Has momentum state: True
+2025-11-24 21:26:34,735 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 085/100 | step 00000/00625 | lr 1.600e-02 | atrl 1.917e+00 | trl0 1.917e+00 | nm 9.676e+01 | nmx 6.505e-02 | 
+2025-11-24 21:26:38,474 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 085/100 | step 00001/00625 | lr 1.600e-02 | atrl 2.001e+00 | trl0 1.999e+00 | nm 9.676e+01 | nmx 1.260e-01 | 
+2025-11-24 21:26:42,213 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 085/100 | step 00002/00625 | lr 1.600e-02 | atrl 1.980e+00 | trl0 1.971e+00 | nm 9.676e+01 | nmx 1.828e-01 | 
+2025-11-24 21:26:45,953 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 085/100 | step 00003/00625 | lr 1.600e-02 | atrl 1.940e+00 | trl0 1.919e+00 | nm 9.676e+01 | nmx 2.346e-01 | 
+2025-11-24 21:26:49,692 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 085/100 | step 00004/00625 | lr 1.600e-02 | atrl 1.967e+00 | trl0 1.940e+00 | nm 9.676e+01 | nmx 2.812e-01 | 
+2025-11-24 21:26:53,431 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 085/100 | step 00005/00625 | lr 1.600e-02 | atrl 1.963e+00 | trl0 1.919e+00 | nm 9.676e+01 | nmx 3.222e-01 | 
+2025-11-24 21:26:57,173 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 085/100 | step 00006/00625 | lr 1.600e-02 | atrl 2.054e+00 | trl0 2.002e+00 | nm 9.675e+01 | nmx 3.579e-01 | 
+2025-11-24 21:27:00,910 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 085/100 | step 00007/00625 | lr 1.600e-02 | atrl 1.998e+00 | trl0 1.938e+00 | nm 9.675e+01 | nmx 3.887e-01 | 
+2025-11-24 21:27:04,649 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 085/100 | step 00008/00625 | lr 1.600e-02 | atrl 2.027e+00 | trl0 1.952e+00 | nm 9.675e+01 | nmx 4.145e-01 | 
+2025-11-24 21:27:08,389 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 085/100 | step 00009/00625 | lr 1.600e-02 | atrl 2.088e+00 | trl0 2.002e+00 | nm 9.675e+01 | nmx 4.354e-01 | 
+2025-11-24 21:27:12,127 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 085/100 | step 00010/00625 | lr 1.600e-02 | atrl 2.151e+00 | trl0 2.058e+00 | nm 9.675e+01 | nmx 4.521e-01 | 
+2025-11-24 21:27:15,867 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 085/100 | step 00011/00625 | lr 1.600e-02 | atrl 2.101e+00 | trl0 1.995e+00 | nm 9.675e+01 | nmx 4.648e-01 | 
+2025-11-24 21:27:19,606 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 085/100 | step 00012/00625 | lr 1.600e-02 | atrl 2.139e+00 | trl0 2.037e+00 | nm 9.675e+01 | nmx 4.743e-01 | 
+2025-11-24 21:27:23,346 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 085/100 | step 00013/00625 | lr 1.600e-02 | atrl 2.048e+00 | trl0 1.943e+00 | nm 9.675e+01 | nmx 4.814e-01 | 
+2025-11-24 21:27:27,086 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 085/100 | step 00014/00625 | lr 1.600e-02 | atrl 2.128e+00 | trl0 2.021e+00 | nm 9.675e+01 | nmx 4.861e-01 | 
+2025-11-24 21:27:30,828 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 085/100 | step 00015/00625 | lr 1.600e-02 | atrl 2.059e+00 | trl0 1.954e+00 | nm 9.675e+01 | nmx 4.891e-01 | 
+2025-11-24 21:27:34,567 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 085/100 | step 00016/00625 | lr 1.600e-02 | atrl 2.132e+00 | trl0 2.012e+00 | nm 9.675e+01 | nmx 4.902e-01 | 
+2025-11-24 21:27:38,307 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 085/100 | step 00017/00625 | lr 1.600e-02 | atrl 2.067e+00 | trl0 1.946e+00 | nm 9.675e+01 | nmx 4.899e-01 | 
+2025-11-24 21:27:42,047 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 085/100 | step 00018/00625 | lr 1.600e-02 | atrl 2.139e+00 | trl0 2.026e+00 | nm 9.675e+01 | nmx 4.888e-01 | 
+2025-11-24 21:27:45,788 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 085/100 | step 00019/00625 | lr 1.600e-02 | atrl 2.088e+00 | trl0 1.974e+00 | nm 9.675e+01 | nmx 4.874e-01 | 
+2025-11-24 21:27:49,528 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 085/100 | step 00020/00625 | lr 1.600e-02 | atrl 2.070e+00 | trl0 1.962e+00 | nm 9.675e+01 | nmx 4.861e-01 | 
+2025-11-24 21:27:53,268 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 085/100 | step 00021/00625 | lr 1.600e-02 | atrl 2.016e+00 | trl0 1.912e+00 | nm 9.675e+01 | nmx 4.852e-01 | 
+2025-11-24 21:27:57,007 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 085/100 | step 00022/00625 | lr 1.600e-02 | atrl 2.066e+00 | trl0 1.950e+00 | nm 9.675e+01 | nmx 4.841e-01 | 
+2025-11-24 21:28:00,746 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 085/100 | step 00023/00625 | lr 1.600e-02 | atrl 2.075e+00 | trl0 1.968e+00 | nm 9.675e+01 | nmx 4.832e-01 | 
+2025-11-24 21:28:04,487 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 085/100 | step 00024/00625 | lr 1.600e-02 | atrl 2.117e+00 | trl0 2.009e+00 | nm 9.675e+01 | nmx 4.826e-01 | 
+2025-11-24 21:28:08,226 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 085/100 | step 00025/00625 | lr 1.600e-02 | atrl 2.165e+00 | trl0 2.056e+00 | nm 9.675e+01 | nmx 4.823e-01 | 
+2025-11-24 21:28:11,966 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 085/100 | step 00026/00625 | lr 1.600e-02 | atrl 2.075e+00 | trl0 1.962e+00 | nm 9.675e+01 | nmx 4.825e-01 | 
+2025-11-24 21:28:15,707 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 085/100 | step 00027/00625 | lr 1.600e-02 | atrl 2.048e+00 | trl0 1.941e+00 | nm 9.675e+01 | nmx 4.832e-01 | 
+2025-11-24 21:28:19,445 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 085/100 | step 00028/00625 | lr 1.600e-02 | atrl 2.122e+00 | trl0 2.009e+00 | nm 9.675e+01 | nmx 4.842e-01 | 
+2025-11-24 21:28:23,186 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 085/100 | step 00029/00625 | lr 1.600e-02 | atrl 2.074e+00 | trl0 1.959e+00 | nm 9.675e+01 | nmx 4.854e-01 | 
+2025-11-24 21:28:26,926 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 085/100 | step 00030/00625 | lr 1.600e-02 | atrl 2.121e+00 | trl0 2.004e+00 | nm 9.675e+01 | nmx 4.865e-01 | 
+2025-11-24 21:28:30,667 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 085/100 | step 00031/00625 | lr 1.600e-02 | atrl 2.064e+00 | trl0 1.953e+00 | nm 9.675e+01 | nmx 4.879e-01 | 
+2025-11-24 21:28:34,405 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 085/100 | step 00032/00625 | lr 1.600e-02 | atrl 2.102e+00 | trl0 1.989e+00 | nm 9.675e+01 | nmx 4.895e-01 | 
+2025-11-24 21:28:38,143 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 085/100 | step 00033/00625 | lr 1.600e-02 | atrl 2.126e+00 | trl0 2.008e+00 | nm 9.675e+01 | nmx 4.910e-01 | 
+2025-11-24 21:28:41,881 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 085/100 | step 00034/00625 | lr 1.600e-02 | atrl 2.176e+00 | trl0 2.061e+00 | nm 9.675e+01 | nmx 4.927e-01 | 
+2025-11-24 21:28:45,622 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 085/100 | step 00035/00625 | lr 1.600e-02 | atrl 2.116e+00 | trl0 2.002e+00 | nm 9.675e+01 | nmx 4.943e-01 | 
+2025-11-24 21:28:49,361 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 085/100 | step 00036/00625 | lr 1.600e-02 | atrl 2.158e+00 | trl0 2.046e+00 | nm 9.675e+01 | nmx 4.960e-01 | 
+2025-11-24 21:28:53,099 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 085/100 | step 00037/00625 | lr 1.600e-02 | atrl 2.122e+00 | trl0 2.005e+00 | nm 9.675e+01 | nmx 4.975e-01 | 
+2025-11-24 21:28:56,838 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 085/100 | step 00038/00625 | lr 1.600e-02 | atrl 2.143e+00 | trl0 2.019e+00 | nm 9.675e+01 | nmx 4.986e-01 | 
+2025-11-24 21:29:00,579 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 085/100 | step 00039/00625 | lr 1.600e-02 | atrl 2.098e+00 | trl0 1.979e+00 | nm 9.675e+01 | nmx 4.995e-01 | 
+2025-11-24 21:29:04,316 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 085/100 | step 00040/00625 | lr 1.600e-02 | atrl 2.102e+00 | trl0 1.986e+00 | nm 9.675e+01 | nmx 5.004e-01 | 
+2025-11-24 21:29:08,056 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 085/100 | step 00041/00625 | lr 1.600e-02 | atrl 2.081e+00 | trl0 1.957e+00 | nm 9.675e+01 | nmx 5.011e-01 | 
+2025-11-24 21:29:11,796 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 085/100 | step 00042/00625 | lr 1.600e-02 | atrl 2.101e+00 | trl0 1.982e+00 | nm 9.675e+01 | nmx 5.016e-01 | 
+2025-11-24 21:29:15,535 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 085/100 | step 00043/00625 | lr 1.600e-02 | atrl 2.053e+00 | trl0 1.940e+00 | nm 9.675e+01 | nmx 5.020e-01 | 
+2025-11-24 21:29:19,275 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 085/100 | step 00044/00625 | lr 1.600e-02 | atrl 2.105e+00 | trl0 1.981e+00 | nm 9.675e+01 | nmx 5.020e-01 | 
+2025-11-24 21:29:23,013 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 085/100 | step 00045/00625 | lr 1.600e-02 | atrl 2.154e+00 | trl0 2.034e+00 | nm 9.675e+01 | nmx 5.018e-01 | 
+2025-11-24 21:29:26,753 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 085/100 | step 00046/00625 | lr 1.600e-02 | atrl 2.115e+00 | trl0 1.990e+00 | nm 9.675e+01 | nmx 5.014e-01 | 
+2025-11-24 21:29:30,492 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 085/100 | step 00047/00625 | lr 1.600e-02 | atrl 2.105e+00 | trl0 1.992e+00 | nm 9.675e+01 | nmx 5.012e-01 | 
+2025-11-24 21:29:34,231 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 085/100 | step 00048/00625 | lr 1.600e-02 | atrl 2.109e+00 | trl0 1.984e+00 | nm 9.675e+01 | nmx 5.008e-01 | 
+2025-11-24 21:29:37,973 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 085/100 | step 00049/00625 | lr 1.600e-02 | atrl 2.105e+00 | trl0 1.982e+00 | nm 9.675e+01 | nmx 5.003e-01 | 
+2025-11-24 21:29:38,479 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 21:29:38,480 | INFO | Starting LR test 4/5: lr=0.8000
+2025-11-24 21:29:38,480 | INFO | Starting EoS for LR factor 0.8000
+2025-11-24 21:29:38,480 | INFO | Starting EoS for checkpoint 84
+2025-11-24 21:29:38,480 | INFO | Starting EoS for model resnet50
+2025-11-24 21:29:38,860 | INFO | Model state successfully loaded
+2025-11-24 21:29:39,202 | INFO | Wrapped model with DDP
+2025-11-24 21:29:39,204 | INFO | Current learning rate: 0.012800000000000002
+2025-11-24 21:29:39,204 | INFO | Original learning rate: 0.016000000000000004
+2025-11-24 21:29:39,207 | INFO | 🎯 Momentum Information:
+2025-11-24 21:29:39,207 | INFO |   Extracted vectors: 161
+2025-11-24 21:29:39,207 | INFO |   Has momentum state: True
+2025-11-24 21:29:46,635 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 085/100 | step 00000/00625 | lr 1.280e-02 | atrl 1.917e+00 | trl0 1.917e+00 | nm 9.676e+01 | nmx 5.204e-02 | 
+2025-11-24 21:29:50,372 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 085/100 | step 00001/00625 | lr 1.280e-02 | atrl 2.000e+00 | trl0 1.999e+00 | nm 9.676e+01 | nmx 1.010e-01 | 
+2025-11-24 21:29:54,110 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 085/100 | step 00002/00625 | lr 1.280e-02 | atrl 1.977e+00 | trl0 1.971e+00 | nm 9.676e+01 | nmx 1.471e-01 | 
+2025-11-24 21:29:57,848 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 085/100 | step 00003/00625 | lr 1.280e-02 | atrl 1.933e+00 | trl0 1.919e+00 | nm 9.676e+01 | nmx 1.896e-01 | 
+2025-11-24 21:30:01,585 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 085/100 | step 00004/00625 | lr 1.280e-02 | atrl 1.956e+00 | trl0 1.940e+00 | nm 9.676e+01 | nmx 2.285e-01 | 
+2025-11-24 21:30:05,324 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 085/100 | step 00005/00625 | lr 1.280e-02 | atrl 1.947e+00 | trl0 1.919e+00 | nm 9.676e+01 | nmx 2.635e-01 | 
+2025-11-24 21:30:09,067 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 085/100 | step 00006/00625 | lr 1.280e-02 | atrl 2.035e+00 | trl0 2.002e+00 | nm 9.676e+01 | nmx 2.947e-01 | 
+2025-11-24 21:30:12,807 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 085/100 | step 00007/00625 | lr 1.280e-02 | atrl 1.977e+00 | trl0 1.938e+00 | nm 9.676e+01 | nmx 3.224e-01 | 
+2025-11-24 21:30:16,547 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 085/100 | step 00008/00625 | lr 1.280e-02 | atrl 2.002e+00 | trl0 1.952e+00 | nm 9.675e+01 | nmx 3.465e-01 | 
+2025-11-24 21:30:20,287 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 085/100 | step 00009/00625 | lr 1.280e-02 | atrl 2.060e+00 | trl0 2.002e+00 | nm 9.675e+01 | nmx 3.671e-01 | 
+2025-11-24 21:30:24,028 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 085/100 | step 00010/00625 | lr 1.280e-02 | atrl 2.122e+00 | trl0 2.058e+00 | nm 9.675e+01 | nmx 3.845e-01 | 
+2025-11-24 21:30:27,768 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 085/100 | step 00011/00625 | lr 1.280e-02 | atrl 2.070e+00 | trl0 1.995e+00 | nm 9.675e+01 | nmx 3.987e-01 | 
+2025-11-24 21:30:31,508 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 085/100 | step 00012/00625 | lr 1.280e-02 | atrl 2.109e+00 | trl0 2.037e+00 | nm 9.675e+01 | nmx 4.104e-01 | 
+2025-11-24 21:30:35,248 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 085/100 | step 00013/00625 | lr 1.280e-02 | atrl 2.019e+00 | trl0 1.943e+00 | nm 9.675e+01 | nmx 4.199e-01 | 
+2025-11-24 21:30:38,990 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 085/100 | step 00014/00625 | lr 1.280e-02 | atrl 2.099e+00 | trl0 2.021e+00 | nm 9.675e+01 | nmx 4.274e-01 | 
+2025-11-24 21:30:42,728 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 085/100 | step 00015/00625 | lr 1.280e-02 | atrl 2.031e+00 | trl0 1.954e+00 | nm 9.675e+01 | nmx 4.333e-01 | 
+2025-11-24 21:30:46,467 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 085/100 | step 00016/00625 | lr 1.280e-02 | atrl 2.103e+00 | trl0 2.012e+00 | nm 9.675e+01 | nmx 4.373e-01 | 
+2025-11-24 21:30:50,208 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 085/100 | step 00017/00625 | lr 1.280e-02 | atrl 2.040e+00 | trl0 1.946e+00 | nm 9.675e+01 | nmx 4.397e-01 | 
+2025-11-24 21:30:53,946 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 085/100 | step 00018/00625 | lr 1.280e-02 | atrl 2.112e+00 | trl0 2.026e+00 | nm 9.675e+01 | nmx 4.410e-01 | 
+2025-11-24 21:30:57,683 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 085/100 | step 00019/00625 | lr 1.280e-02 | atrl 2.064e+00 | trl0 1.974e+00 | nm 9.675e+01 | nmx 4.415e-01 | 
+2025-11-24 21:31:01,424 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 085/100 | step 00020/00625 | lr 1.280e-02 | atrl 2.046e+00 | trl0 1.962e+00 | nm 9.675e+01 | nmx 4.415e-01 | 
+2025-11-24 21:31:05,163 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 085/100 | step 00021/00625 | lr 1.280e-02 | atrl 1.994e+00 | trl0 1.912e+00 | nm 9.675e+01 | nmx 4.414e-01 | 
+2025-11-24 21:31:08,903 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 085/100 | step 00022/00625 | lr 1.280e-02 | atrl 2.041e+00 | trl0 1.950e+00 | nm 9.675e+01 | nmx 4.407e-01 | 
+2025-11-24 21:31:12,642 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 085/100 | step 00023/00625 | lr 1.280e-02 | atrl 2.051e+00 | trl0 1.968e+00 | nm 9.675e+01 | nmx 4.399e-01 | 
+2025-11-24 21:31:16,381 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 085/100 | step 00024/00625 | lr 1.280e-02 | atrl 2.094e+00 | trl0 2.009e+00 | nm 9.675e+01 | nmx 4.390e-01 | 
+2025-11-24 21:31:20,122 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 085/100 | step 00025/00625 | lr 1.280e-02 | atrl 2.143e+00 | trl0 2.056e+00 | nm 9.675e+01 | nmx 4.381e-01 | 
+2025-11-24 21:31:23,863 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 085/100 | step 00026/00625 | lr 1.280e-02 | atrl 2.052e+00 | trl0 1.962e+00 | nm 9.675e+01 | nmx 4.373e-01 | 
+2025-11-24 21:31:27,602 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 085/100 | step 00027/00625 | lr 1.280e-02 | atrl 2.025e+00 | trl0 1.941e+00 | nm 9.675e+01 | nmx 4.369e-01 | 
+2025-11-24 21:31:31,343 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 085/100 | step 00028/00625 | lr 1.280e-02 | atrl 2.096e+00 | trl0 2.009e+00 | nm 9.675e+01 | nmx 4.367e-01 | 
+2025-11-24 21:31:35,081 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 085/100 | step 00029/00625 | lr 1.280e-02 | atrl 2.046e+00 | trl0 1.959e+00 | nm 9.675e+01 | nmx 4.369e-01 | 
+2025-11-24 21:31:38,822 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 085/100 | step 00030/00625 | lr 1.280e-02 | atrl 2.093e+00 | trl0 2.004e+00 | nm 9.675e+01 | nmx 4.371e-01 | 
+2025-11-24 21:31:42,561 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 085/100 | step 00031/00625 | lr 1.280e-02 | atrl 2.037e+00 | trl0 1.953e+00 | nm 9.675e+01 | nmx 4.376e-01 | 
+2025-11-24 21:31:46,301 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 085/100 | step 00032/00625 | lr 1.280e-02 | atrl 2.074e+00 | trl0 1.989e+00 | nm 9.675e+01 | nmx 4.384e-01 | 
+2025-11-24 21:31:50,038 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 085/100 | step 00033/00625 | lr 1.280e-02 | atrl 2.097e+00 | trl0 2.008e+00 | nm 9.675e+01 | nmx 4.391e-01 | 
+2025-11-24 21:31:53,781 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 085/100 | step 00034/00625 | lr 1.280e-02 | atrl 2.150e+00 | trl0 2.061e+00 | nm 9.675e+01 | nmx 4.400e-01 | 
+2025-11-24 21:31:57,520 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 085/100 | step 00035/00625 | lr 1.280e-02 | atrl 2.085e+00 | trl0 2.002e+00 | nm 9.675e+01 | nmx 4.412e-01 | 
+2025-11-24 21:32:01,257 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 085/100 | step 00036/00625 | lr 1.280e-02 | atrl 2.129e+00 | trl0 2.046e+00 | nm 9.675e+01 | nmx 4.426e-01 | 
+2025-11-24 21:32:04,995 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 085/100 | step 00037/00625 | lr 1.280e-02 | atrl 2.092e+00 | trl0 2.005e+00 | nm 9.675e+01 | nmx 4.441e-01 | 
+2025-11-24 21:32:08,735 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 085/100 | step 00038/00625 | lr 1.280e-02 | atrl 2.113e+00 | trl0 2.019e+00 | nm 9.675e+01 | nmx 4.454e-01 | 
+2025-11-24 21:32:12,475 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 085/100 | step 00039/00625 | lr 1.280e-02 | atrl 2.069e+00 | trl0 1.979e+00 | nm 9.675e+01 | nmx 4.466e-01 | 
+2025-11-24 21:32:16,213 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 085/100 | step 00040/00625 | lr 1.280e-02 | atrl 2.074e+00 | trl0 1.986e+00 | nm 9.675e+01 | nmx 4.478e-01 | 
+2025-11-24 21:32:19,951 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 085/100 | step 00041/00625 | lr 1.280e-02 | atrl 2.051e+00 | trl0 1.957e+00 | nm 9.675e+01 | nmx 4.488e-01 | 
+2025-11-24 21:32:23,690 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 085/100 | step 00042/00625 | lr 1.280e-02 | atrl 2.073e+00 | trl0 1.982e+00 | nm 9.675e+01 | nmx 4.496e-01 | 
+2025-11-24 21:32:27,429 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 085/100 | step 00043/00625 | lr 1.280e-02 | atrl 2.025e+00 | trl0 1.940e+00 | nm 9.675e+01 | nmx 4.505e-01 | 
+2025-11-24 21:32:31,165 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 085/100 | step 00044/00625 | lr 1.280e-02 | atrl 2.076e+00 | trl0 1.981e+00 | nm 9.675e+01 | nmx 4.510e-01 | 
+2025-11-24 21:32:34,904 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 085/100 | step 00045/00625 | lr 1.280e-02 | atrl 2.126e+00 | trl0 2.034e+00 | nm 9.675e+01 | nmx 4.514e-01 | 
+2025-11-24 21:32:38,644 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 085/100 | step 00046/00625 | lr 1.280e-02 | atrl 2.087e+00 | trl0 1.990e+00 | nm 9.675e+01 | nmx 4.515e-01 | 
+2025-11-24 21:32:42,381 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 085/100 | step 00047/00625 | lr 1.280e-02 | atrl 2.077e+00 | trl0 1.992e+00 | nm 9.675e+01 | nmx 4.516e-01 | 
+2025-11-24 21:32:46,119 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 085/100 | step 00048/00625 | lr 1.280e-02 | atrl 2.080e+00 | trl0 1.984e+00 | nm 9.675e+01 | nmx 4.515e-01 | 
+2025-11-24 21:32:49,855 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 085/100 | step 00049/00625 | lr 1.280e-02 | atrl 2.079e+00 | trl0 1.982e+00 | nm 9.675e+01 | nmx 4.512e-01 | 
+2025-11-24 21:32:50,402 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 21:32:50,402 | INFO | Starting LR test 5/5: lr=0.6000
+2025-11-24 21:32:50,402 | INFO | Starting EoS for LR factor 0.6000
+2025-11-24 21:32:50,403 | INFO | Starting EoS for checkpoint 84
+2025-11-24 21:32:50,403 | INFO | Starting EoS for model resnet50
+2025-11-24 21:32:50,806 | INFO | Model state successfully loaded
+2025-11-24 21:32:50,941 | INFO | Wrapped model with DDP
+2025-11-24 21:32:50,943 | INFO | Current learning rate: 0.009600000000000003
+2025-11-24 21:32:50,943 | INFO | Original learning rate: 0.016000000000000004
+2025-11-24 21:32:50,946 | INFO | 🎯 Momentum Information:
+2025-11-24 21:32:50,946 | INFO |   Extracted vectors: 161
+2025-11-24 21:32:50,946 | INFO |   Has momentum state: True
+2025-11-24 21:32:58,498 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 085/100 | step 00000/00625 | lr 9.600e-03 | atrl 1.917e+00 | trl0 1.917e+00 | nm 9.676e+01 | nmx 3.903e-02 | 
+2025-11-24 21:33:02,237 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 085/100 | step 00001/00625 | lr 9.600e-03 | atrl 1.999e+00 | trl0 1.999e+00 | nm 9.676e+01 | nmx 7.594e-02 | 
+2025-11-24 21:33:05,974 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 085/100 | step 00002/00625 | lr 9.600e-03 | atrl 1.974e+00 | trl0 1.971e+00 | nm 9.676e+01 | nmx 1.110e-01 | 
+2025-11-24 21:33:09,714 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 085/100 | step 00003/00625 | lr 9.600e-03 | atrl 1.927e+00 | trl0 1.919e+00 | nm 9.676e+01 | nmx 1.437e-01 | 
+2025-11-24 21:33:13,453 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 085/100 | step 00004/00625 | lr 9.600e-03 | atrl 1.948e+00 | trl0 1.940e+00 | nm 9.676e+01 | nmx 1.741e-01 | 
+2025-11-24 21:33:17,191 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 085/100 | step 00005/00625 | lr 9.600e-03 | atrl 1.934e+00 | trl0 1.919e+00 | nm 9.676e+01 | nmx 2.021e-01 | 
+2025-11-24 21:33:20,933 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 085/100 | step 00006/00625 | lr 9.600e-03 | atrl 2.020e+00 | trl0 2.002e+00 | nm 9.676e+01 | nmx 2.276e-01 | 
+2025-11-24 21:33:24,671 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 085/100 | step 00007/00625 | lr 9.600e-03 | atrl 1.959e+00 | trl0 1.938e+00 | nm 9.676e+01 | nmx 2.509e-01 | 
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diff --git a/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-88/train.jsonl b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-88/train.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..35aadee831fdf70af8c5c93f18e659e4c9079268
--- /dev/null
+++ b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-88/train.jsonl
@@ -0,0 +1,250 @@
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diff --git a/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-88/train.log b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-88/train.log
new file mode 100644
index 0000000000000000000000000000000000000000..2f539a58263f63a42cc80a220316b2a4235044a7
--- /dev/null
+++ b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-88/train.log
@@ -0,0 +1,311 @@
+2025-11-24 21:36:15,065 | INFO | LR factors: [1.4 1.2 1.  0.8 0.6]
+2025-11-24 21:36:17,251 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 21:36:17,252 | INFO | Starting LR test 1/5: lr=1.4000
+2025-11-24 21:36:17,252 | INFO | Starting EoS for LR factor 1.4000
+2025-11-24 21:36:17,252 | INFO | Starting EoS for checkpoint 88
+2025-11-24 21:36:17,252 | INFO | Starting EoS for model resnet50
+2025-11-24 21:36:17,621 | INFO | Model state successfully loaded
+2025-11-24 21:36:19,193 | INFO | Wrapped model with DDP
+2025-11-24 21:36:19,196 | INFO | Current learning rate: 0.022400000000000003
+2025-11-24 21:36:19,196 | INFO | Original learning rate: 0.016000000000000004
+2025-11-24 21:36:19,222 | INFO | 🎯 Momentum Information:
+2025-11-24 21:36:19,222 | INFO |   Extracted vectors: 161
+2025-11-24 21:36:19,222 | INFO |   Has momentum state: True
+2025-11-24 21:36:28,454 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 089/100 | step 00000/00625 | lr 2.240e-02 | atrl 1.948e+00 | trl0 1.948e+00 | nm 9.503e+01 | nmx 9.554e-02 | 
+2025-11-24 21:36:32,207 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 089/100 | step 00001/00625 | lr 2.240e-02 | atrl 1.995e+00 | trl0 1.988e+00 | nm 9.503e+01 | nmx 1.838e-01 | 
+2025-11-24 21:36:35,947 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 089/100 | step 00002/00625 | lr 2.240e-02 | atrl 1.999e+00 | trl0 1.976e+00 | nm 9.503e+01 | nmx 2.647e-01 | 
+2025-11-24 21:36:39,684 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 089/100 | step 00003/00625 | lr 2.240e-02 | atrl 2.014e+00 | trl0 1.977e+00 | nm 9.503e+01 | nmx 3.376e-01 | 
+2025-11-24 21:36:43,423 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 089/100 | step 00004/00625 | lr 2.240e-02 | atrl 2.051e+00 | trl0 1.985e+00 | nm 9.503e+01 | nmx 4.011e-01 | 
+2025-11-24 21:36:47,160 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 089/100 | step 00005/00625 | lr 2.240e-02 | atrl 2.092e+00 | trl0 2.000e+00 | nm 9.503e+01 | nmx 4.547e-01 | 
+2025-11-24 21:36:50,897 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 089/100 | step 00006/00625 | lr 2.240e-02 | atrl 2.098e+00 | trl0 1.990e+00 | nm 9.503e+01 | nmx 4.992e-01 | 
+2025-11-24 21:36:54,637 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 089/100 | step 00007/00625 | lr 2.240e-02 | atrl 2.094e+00 | trl0 1.968e+00 | nm 9.503e+01 | nmx 5.350e-01 | 
+2025-11-24 21:36:58,375 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 089/100 | step 00008/00625 | lr 2.240e-02 | atrl 2.093e+00 | trl0 1.952e+00 | nm 9.503e+01 | nmx 5.626e-01 | 
+2025-11-24 21:37:02,112 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 089/100 | step 00009/00625 | lr 2.240e-02 | atrl 2.112e+00 | trl0 1.945e+00 | nm 9.503e+01 | nmx 5.819e-01 | 
+2025-11-24 21:37:05,852 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 089/100 | step 00010/00625 | lr 2.240e-02 | atrl 2.152e+00 | trl0 1.977e+00 | nm 9.502e+01 | nmx 5.942e-01 | 
+2025-11-24 21:37:09,589 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 089/100 | step 00011/00625 | lr 2.240e-02 | atrl 2.216e+00 | trl0 2.046e+00 | nm 9.502e+01 | nmx 6.015e-01 | 
+2025-11-24 21:37:13,327 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 089/100 | step 00012/00625 | lr 2.240e-02 | atrl 2.123e+00 | trl0 1.951e+00 | nm 9.502e+01 | nmx 6.047e-01 | 
+2025-11-24 21:37:17,064 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 089/100 | step 00013/00625 | lr 2.240e-02 | atrl 2.188e+00 | trl0 2.005e+00 | nm 9.502e+01 | nmx 6.046e-01 | 
+2025-11-24 21:37:20,803 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 089/100 | step 00014/00625 | lr 2.240e-02 | atrl 2.159e+00 | trl0 1.984e+00 | nm 9.502e+01 | nmx 6.023e-01 | 
+2025-11-24 21:37:24,541 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 089/100 | step 00015/00625 | lr 2.240e-02 | atrl 2.185e+00 | trl0 2.010e+00 | nm 9.502e+01 | nmx 5.988e-01 | 
+2025-11-24 21:37:28,279 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 089/100 | step 00016/00625 | lr 2.240e-02 | atrl 2.157e+00 | trl0 1.977e+00 | nm 9.502e+01 | nmx 5.951e-01 | 
+2025-11-24 21:37:32,016 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 089/100 | step 00017/00625 | lr 2.240e-02 | atrl 2.182e+00 | trl0 2.016e+00 | nm 9.502e+01 | nmx 5.924e-01 | 
+2025-11-24 21:37:35,756 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 089/100 | step 00018/00625 | lr 2.240e-02 | atrl 2.124e+00 | trl0 1.959e+00 | nm 9.502e+01 | nmx 5.909e-01 | 
+2025-11-24 21:37:39,496 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 089/100 | step 00019/00625 | lr 2.240e-02 | atrl 2.139e+00 | trl0 1.964e+00 | nm 9.502e+01 | nmx 5.904e-01 | 
+2025-11-24 21:37:43,235 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 089/100 | step 00020/00625 | lr 2.240e-02 | atrl 2.164e+00 | trl0 2.004e+00 | nm 9.502e+01 | nmx 5.914e-01 | 
+2025-11-24 21:37:46,980 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 089/100 | step 00021/00625 | lr 2.240e-02 | atrl 2.179e+00 | trl0 2.002e+00 | nm 9.502e+01 | nmx 5.932e-01 | 
+2025-11-24 21:37:50,718 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 089/100 | step 00022/00625 | lr 2.240e-02 | atrl 2.198e+00 | trl0 2.030e+00 | nm 9.503e+01 | nmx 5.964e-01 | 
+2025-11-24 21:37:54,458 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 089/100 | step 00023/00625 | lr 2.240e-02 | atrl 2.157e+00 | trl0 1.977e+00 | nm 9.503e+01 | nmx 6.003e-01 | 
+2025-11-24 21:37:58,197 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 089/100 | step 00024/00625 | lr 2.240e-02 | atrl 2.172e+00 | trl0 1.986e+00 | nm 9.503e+01 | nmx 6.044e-01 | 
+2025-11-24 21:38:01,938 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 089/100 | step 00025/00625 | lr 2.240e-02 | atrl 2.205e+00 | trl0 2.015e+00 | nm 9.503e+01 | nmx 6.083e-01 | 
+2025-11-24 21:38:05,677 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 089/100 | step 00026/00625 | lr 2.240e-02 | atrl 2.248e+00 | trl0 2.051e+00 | nm 9.503e+01 | nmx 6.119e-01 | 
+2025-11-24 21:38:09,416 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 089/100 | step 00027/00625 | lr 2.240e-02 | atrl 2.176e+00 | trl0 1.985e+00 | nm 9.503e+01 | nmx 6.155e-01 | 
+2025-11-24 21:38:13,156 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 089/100 | step 00028/00625 | lr 2.240e-02 | atrl 2.170e+00 | trl0 1.974e+00 | nm 9.503e+01 | nmx 6.187e-01 | 
+2025-11-24 21:38:16,895 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 089/100 | step 00029/00625 | lr 2.240e-02 | atrl 2.212e+00 | trl0 2.011e+00 | nm 9.503e+01 | nmx 6.210e-01 | 
+2025-11-24 21:38:20,634 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 089/100 | step 00030/00625 | lr 2.240e-02 | atrl 2.189e+00 | trl0 1.984e+00 | nm 9.503e+01 | nmx 6.226e-01 | 
+2025-11-24 21:38:24,374 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 089/100 | step 00031/00625 | lr 2.240e-02 | atrl 2.156e+00 | trl0 1.957e+00 | nm 9.503e+01 | nmx 6.237e-01 | 
+2025-11-24 21:38:28,113 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 089/100 | step 00032/00625 | lr 2.240e-02 | atrl 2.186e+00 | trl0 1.976e+00 | nm 9.503e+01 | nmx 6.240e-01 | 
+2025-11-24 21:38:31,850 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 089/100 | step 00033/00625 | lr 2.240e-02 | atrl 2.198e+00 | trl0 1.989e+00 | nm 9.503e+01 | nmx 6.237e-01 | 
+2025-11-24 21:38:35,589 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 089/100 | step 00034/00625 | lr 2.240e-02 | atrl 2.175e+00 | trl0 1.972e+00 | nm 9.503e+01 | nmx 6.233e-01 | 
+2025-11-24 21:38:39,327 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 089/100 | step 00035/00625 | lr 2.240e-02 | atrl 2.166e+00 | trl0 1.956e+00 | nm 9.503e+01 | nmx 6.226e-01 | 
+2025-11-24 21:38:43,068 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 089/100 | step 00036/00625 | lr 2.240e-02 | atrl 2.118e+00 | trl0 1.922e+00 | nm 9.503e+01 | nmx 6.219e-01 | 
+2025-11-24 21:38:46,806 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 089/100 | step 00037/00625 | lr 2.240e-02 | atrl 2.190e+00 | trl0 1.997e+00 | nm 9.503e+01 | nmx 6.214e-01 | 
+2025-11-24 21:38:50,544 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 089/100 | step 00038/00625 | lr 2.240e-02 | atrl 2.204e+00 | trl0 2.007e+00 | nm 9.503e+01 | nmx 6.207e-01 | 
+2025-11-24 21:38:54,283 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 089/100 | step 00039/00625 | lr 2.240e-02 | atrl 2.170e+00 | trl0 1.965e+00 | nm 9.503e+01 | nmx 6.194e-01 | 
+2025-11-24 21:38:58,021 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 089/100 | step 00040/00625 | lr 2.240e-02 | atrl 2.182e+00 | trl0 1.980e+00 | nm 9.503e+01 | nmx 6.178e-01 | 
+2025-11-24 21:39:01,760 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 089/100 | step 00041/00625 | lr 2.240e-02 | atrl 2.136e+00 | trl0 1.942e+00 | nm 9.503e+01 | nmx 6.165e-01 | 
+2025-11-24 21:39:05,498 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 089/100 | step 00042/00625 | lr 2.240e-02 | atrl 2.154e+00 | trl0 1.961e+00 | nm 9.503e+01 | nmx 6.154e-01 | 
+2025-11-24 21:39:09,236 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 089/100 | step 00043/00625 | lr 2.240e-02 | atrl 2.137e+00 | trl0 1.948e+00 | nm 9.503e+01 | nmx 6.145e-01 | 
+2025-11-24 21:39:12,975 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 089/100 | step 00044/00625 | lr 2.240e-02 | atrl 2.131e+00 | trl0 1.949e+00 | nm 9.503e+01 | nmx 6.142e-01 | 
+2025-11-24 21:39:16,713 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 089/100 | step 00045/00625 | lr 2.240e-02 | atrl 2.155e+00 | trl0 1.963e+00 | nm 9.503e+01 | nmx 6.139e-01 | 
+2025-11-24 21:39:20,452 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 089/100 | step 00046/00625 | lr 2.240e-02 | atrl 2.121e+00 | trl0 1.926e+00 | nm 9.503e+01 | nmx 6.135e-01 | 
+2025-11-24 21:39:24,191 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 089/100 | step 00047/00625 | lr 2.240e-02 | atrl 2.151e+00 | trl0 1.963e+00 | nm 9.503e+01 | nmx 6.129e-01 | 
+2025-11-24 21:39:27,930 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 089/100 | step 00048/00625 | lr 2.240e-02 | atrl 2.164e+00 | trl0 1.987e+00 | nm 9.503e+01 | nmx 6.129e-01 | 
+2025-11-24 21:39:31,669 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 089/100 | step 00049/00625 | lr 2.240e-02 | atrl 2.175e+00 | trl0 1.985e+00 | nm 9.503e+01 | nmx 6.131e-01 | 
+2025-11-24 21:39:32,015 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 21:39:32,016 | INFO | Starting LR test 2/5: lr=1.2000
+2025-11-24 21:39:32,016 | INFO | Starting EoS for LR factor 1.2000
+2025-11-24 21:39:32,016 | INFO | Starting EoS for checkpoint 88
+2025-11-24 21:39:32,016 | INFO | Starting EoS for model resnet50
+2025-11-24 21:39:32,398 | INFO | Model state successfully loaded
+2025-11-24 21:39:32,638 | INFO | Wrapped model with DDP
+2025-11-24 21:39:32,640 | INFO | Current learning rate: 0.019200000000000005
+2025-11-24 21:39:32,640 | INFO | Original learning rate: 0.016000000000000004
+2025-11-24 21:39:32,667 | INFO | 🎯 Momentum Information:
+2025-11-24 21:39:32,667 | INFO |   Extracted vectors: 161
+2025-11-24 21:39:32,667 | INFO |   Has momentum state: True
+2025-11-24 21:39:40,510 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 089/100 | step 00000/00625 | lr 1.920e-02 | atrl 1.948e+00 | trl0 1.948e+00 | nm 9.503e+01 | nmx 8.189e-02 | 
+2025-11-24 21:39:44,247 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 089/100 | step 00001/00625 | lr 1.920e-02 | atrl 1.993e+00 | trl0 1.988e+00 | nm 9.503e+01 | nmx 1.579e-01 | 
+2025-11-24 21:39:47,986 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 089/100 | step 00002/00625 | lr 1.920e-02 | atrl 1.993e+00 | trl0 1.976e+00 | nm 9.503e+01 | nmx 2.281e-01 | 
+2025-11-24 21:39:51,722 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 089/100 | step 00003/00625 | lr 1.920e-02 | atrl 2.004e+00 | trl0 1.977e+00 | nm 9.503e+01 | nmx 2.922e-01 | 
+2025-11-24 21:39:55,459 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 089/100 | step 00004/00625 | lr 1.920e-02 | atrl 2.034e+00 | trl0 1.985e+00 | nm 9.503e+01 | nmx 3.489e-01 | 
+2025-11-24 21:39:59,198 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 089/100 | step 00005/00625 | lr 1.920e-02 | atrl 2.069e+00 | trl0 2.000e+00 | nm 9.503e+01 | nmx 3.979e-01 | 
+2025-11-24 21:40:02,938 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 089/100 | step 00006/00625 | lr 1.920e-02 | atrl 2.072e+00 | trl0 1.990e+00 | nm 9.503e+01 | nmx 4.397e-01 | 
+2025-11-24 21:40:06,675 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 089/100 | step 00007/00625 | lr 1.920e-02 | atrl 2.064e+00 | trl0 1.968e+00 | nm 9.503e+01 | nmx 4.746e-01 | 
+2025-11-24 21:40:10,413 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 089/100 | step 00008/00625 | lr 1.920e-02 | atrl 2.060e+00 | trl0 1.952e+00 | nm 9.503e+01 | nmx 5.029e-01 | 
+2025-11-24 21:40:14,151 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 089/100 | step 00009/00625 | lr 1.920e-02 | atrl 2.077e+00 | trl0 1.945e+00 | nm 9.503e+01 | nmx 5.244e-01 | 
+2025-11-24 21:40:17,888 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 089/100 | step 00010/00625 | lr 1.920e-02 | atrl 2.118e+00 | trl0 1.977e+00 | nm 9.503e+01 | nmx 5.400e-01 | 
+2025-11-24 21:40:21,627 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 089/100 | step 00011/00625 | lr 1.920e-02 | atrl 2.185e+00 | trl0 2.046e+00 | nm 9.502e+01 | nmx 5.509e-01 | 
+2025-11-24 21:40:25,365 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 089/100 | step 00012/00625 | lr 1.920e-02 | atrl 2.093e+00 | trl0 1.951e+00 | nm 9.502e+01 | nmx 5.578e-01 | 
+2025-11-24 21:40:29,103 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 089/100 | step 00013/00625 | lr 1.920e-02 | atrl 2.159e+00 | trl0 2.005e+00 | nm 9.502e+01 | nmx 5.613e-01 | 
+2025-11-24 21:40:32,842 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 089/100 | step 00014/00625 | lr 1.920e-02 | atrl 2.132e+00 | trl0 1.984e+00 | nm 9.502e+01 | nmx 5.623e-01 | 
+2025-11-24 21:40:36,579 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 089/100 | step 00015/00625 | lr 1.920e-02 | atrl 2.161e+00 | trl0 2.010e+00 | nm 9.502e+01 | nmx 5.615e-01 | 
+2025-11-24 21:40:40,316 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 089/100 | step 00016/00625 | lr 1.920e-02 | atrl 2.132e+00 | trl0 1.977e+00 | nm 9.502e+01 | nmx 5.595e-01 | 
+2025-11-24 21:40:44,056 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 089/100 | step 00017/00625 | lr 1.920e-02 | atrl 2.158e+00 | trl0 2.016e+00 | nm 9.502e+01 | nmx 5.575e-01 | 
+2025-11-24 21:40:47,796 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 089/100 | step 00018/00625 | lr 1.920e-02 | atrl 2.101e+00 | trl0 1.959e+00 | nm 9.502e+01 | nmx 5.559e-01 | 
+2025-11-24 21:40:51,535 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 089/100 | step 00019/00625 | lr 1.920e-02 | atrl 2.114e+00 | trl0 1.964e+00 | nm 9.502e+01 | nmx 5.544e-01 | 
+2025-11-24 21:40:55,274 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 089/100 | step 00020/00625 | lr 1.920e-02 | atrl 2.141e+00 | trl0 2.004e+00 | nm 9.502e+01 | nmx 5.538e-01 | 
+2025-11-24 21:40:59,013 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 089/100 | step 00021/00625 | lr 1.920e-02 | atrl 2.153e+00 | trl0 2.002e+00 | nm 9.502e+01 | nmx 5.535e-01 | 
+2025-11-24 21:41:02,753 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 089/100 | step 00022/00625 | lr 1.920e-02 | atrl 2.173e+00 | trl0 2.030e+00 | nm 9.502e+01 | nmx 5.544e-01 | 
+2025-11-24 21:41:06,495 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 089/100 | step 00023/00625 | lr 1.920e-02 | atrl 2.129e+00 | trl0 1.977e+00 | nm 9.502e+01 | nmx 5.560e-01 | 
+2025-11-24 21:41:10,234 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 089/100 | step 00024/00625 | lr 1.920e-02 | atrl 2.141e+00 | trl0 1.986e+00 | nm 9.503e+01 | nmx 5.580e-01 | 
+2025-11-24 21:41:13,972 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 089/100 | step 00025/00625 | lr 1.920e-02 | atrl 2.172e+00 | trl0 2.015e+00 | nm 9.503e+01 | nmx 5.603e-01 | 
+2025-11-24 21:41:17,711 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 089/100 | step 00026/00625 | lr 1.920e-02 | atrl 2.216e+00 | trl0 2.051e+00 | nm 9.503e+01 | nmx 5.626e-01 | 
+2025-11-24 21:41:21,450 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 089/100 | step 00027/00625 | lr 1.920e-02 | atrl 2.143e+00 | trl0 1.985e+00 | nm 9.503e+01 | nmx 5.653e-01 | 
+2025-11-24 21:41:25,189 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 089/100 | step 00028/00625 | lr 1.920e-02 | atrl 2.135e+00 | trl0 1.974e+00 | nm 9.503e+01 | nmx 5.681e-01 | 
+2025-11-24 21:41:28,929 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 089/100 | step 00029/00625 | lr 1.920e-02 | atrl 2.175e+00 | trl0 2.011e+00 | nm 9.503e+01 | nmx 5.706e-01 | 
+2025-11-24 21:41:32,670 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 089/100 | step 00030/00625 | lr 1.920e-02 | atrl 2.153e+00 | trl0 1.984e+00 | nm 9.503e+01 | nmx 5.727e-01 | 
+2025-11-24 21:41:36,408 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 089/100 | step 00031/00625 | lr 1.920e-02 | atrl 2.122e+00 | trl0 1.957e+00 | nm 9.503e+01 | nmx 5.744e-01 | 
+2025-11-24 21:41:40,145 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 089/100 | step 00032/00625 | lr 1.920e-02 | atrl 2.151e+00 | trl0 1.976e+00 | nm 9.503e+01 | nmx 5.755e-01 | 
+2025-11-24 21:41:43,881 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 089/100 | step 00033/00625 | lr 1.920e-02 | atrl 2.164e+00 | trl0 1.989e+00 | nm 9.503e+01 | nmx 5.761e-01 | 
+2025-11-24 21:41:47,622 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 089/100 | step 00034/00625 | lr 1.920e-02 | atrl 2.143e+00 | trl0 1.972e+00 | nm 9.503e+01 | nmx 5.765e-01 | 
+2025-11-24 21:41:51,363 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 089/100 | step 00035/00625 | lr 1.920e-02 | atrl 2.134e+00 | trl0 1.956e+00 | nm 9.503e+01 | nmx 5.765e-01 | 
+2025-11-24 21:41:55,098 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 089/100 | step 00036/00625 | lr 1.920e-02 | atrl 2.086e+00 | trl0 1.922e+00 | nm 9.503e+01 | nmx 5.766e-01 | 
+2025-11-24 21:41:58,837 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 089/100 | step 00037/00625 | lr 1.920e-02 | atrl 2.157e+00 | trl0 1.997e+00 | nm 9.503e+01 | nmx 5.767e-01 | 
+2025-11-24 21:42:02,576 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 089/100 | step 00038/00625 | lr 1.920e-02 | atrl 2.172e+00 | trl0 2.007e+00 | nm 9.503e+01 | nmx 5.767e-01 | 
+2025-11-24 21:42:06,314 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 089/100 | step 00039/00625 | lr 1.920e-02 | atrl 2.137e+00 | trl0 1.965e+00 | nm 9.503e+01 | nmx 5.761e-01 | 
+2025-11-24 21:42:10,054 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 089/100 | step 00040/00625 | lr 1.920e-02 | atrl 2.153e+00 | trl0 1.980e+00 | nm 9.503e+01 | nmx 5.748e-01 | 
+2025-11-24 21:42:13,790 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 089/100 | step 00041/00625 | lr 1.920e-02 | atrl 2.108e+00 | trl0 1.942e+00 | nm 9.503e+01 | nmx 5.735e-01 | 
+2025-11-24 21:42:17,528 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 089/100 | step 00042/00625 | lr 1.920e-02 | atrl 2.124e+00 | trl0 1.961e+00 | nm 9.503e+01 | nmx 5.720e-01 | 
+2025-11-24 21:42:21,267 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 089/100 | step 00043/00625 | lr 1.920e-02 | atrl 2.110e+00 | trl0 1.948e+00 | nm 9.503e+01 | nmx 5.707e-01 | 
+2025-11-24 21:42:25,006 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 089/100 | step 00044/00625 | lr 1.920e-02 | atrl 2.103e+00 | trl0 1.949e+00 | nm 9.503e+01 | nmx 5.698e-01 | 
+2025-11-24 21:42:28,745 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 089/100 | step 00045/00625 | lr 1.920e-02 | atrl 2.123e+00 | trl0 1.963e+00 | nm 9.503e+01 | nmx 5.691e-01 | 
+2025-11-24 21:42:32,485 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 089/100 | step 00046/00625 | lr 1.920e-02 | atrl 2.087e+00 | trl0 1.926e+00 | nm 9.503e+01 | nmx 5.685e-01 | 
+2025-11-24 21:42:36,223 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 089/100 | step 00047/00625 | lr 1.920e-02 | atrl 2.123e+00 | trl0 1.963e+00 | nm 9.503e+01 | nmx 5.677e-01 | 
+2025-11-24 21:42:39,960 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 089/100 | step 00048/00625 | lr 1.920e-02 | atrl 2.135e+00 | trl0 1.987e+00 | nm 9.503e+01 | nmx 5.675e-01 | 
+2025-11-24 21:42:43,696 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 089/100 | step 00049/00625 | lr 1.920e-02 | atrl 2.146e+00 | trl0 1.985e+00 | nm 9.503e+01 | nmx 5.674e-01 | 
+2025-11-24 21:42:44,318 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 21:42:44,318 | INFO | Starting LR test 3/5: lr=1.0000
+2025-11-24 21:42:44,318 | INFO | Starting EoS for LR factor 1.0000
+2025-11-24 21:42:44,318 | INFO | Starting EoS for checkpoint 88
+2025-11-24 21:42:44,318 | INFO | Starting EoS for model resnet50
+2025-11-24 21:42:44,701 | INFO | Model state successfully loaded
+2025-11-24 21:42:44,959 | INFO | Wrapped model with DDP
+2025-11-24 21:42:44,962 | INFO | Current learning rate: 0.016000000000000004
+2025-11-24 21:42:44,962 | INFO | Original learning rate: 0.016000000000000004
+2025-11-24 21:42:44,967 | INFO | 🎯 Momentum Information:
+2025-11-24 21:42:44,967 | INFO |   Extracted vectors: 161
+2025-11-24 21:42:44,967 | INFO |   Has momentum state: True
+2025-11-24 21:42:52,408 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 089/100 | step 00000/00625 | lr 1.600e-02 | atrl 1.948e+00 | trl0 1.948e+00 | nm 9.503e+01 | nmx 6.824e-02 | 
+2025-11-24 21:42:56,148 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 089/100 | step 00001/00625 | lr 1.600e-02 | atrl 1.992e+00 | trl0 1.988e+00 | nm 9.503e+01 | nmx 1.319e-01 | 
+2025-11-24 21:42:59,886 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 089/100 | step 00002/00625 | lr 1.600e-02 | atrl 1.988e+00 | trl0 1.976e+00 | nm 9.503e+01 | nmx 1.911e-01 | 
+2025-11-24 21:43:03,626 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 089/100 | step 00003/00625 | lr 1.600e-02 | atrl 1.995e+00 | trl0 1.977e+00 | nm 9.503e+01 | nmx 2.458e-01 | 
+2025-11-24 21:43:07,365 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 089/100 | step 00004/00625 | lr 1.600e-02 | atrl 2.020e+00 | trl0 1.985e+00 | nm 9.503e+01 | nmx 2.951e-01 | 
+2025-11-24 21:43:11,100 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 089/100 | step 00005/00625 | lr 1.600e-02 | atrl 2.048e+00 | trl0 2.000e+00 | nm 9.503e+01 | nmx 3.386e-01 | 
+2025-11-24 21:43:14,839 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 089/100 | step 00006/00625 | lr 1.600e-02 | atrl 2.047e+00 | trl0 1.990e+00 | nm 9.503e+01 | nmx 3.766e-01 | 
+2025-11-24 21:43:18,576 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 089/100 | step 00007/00625 | lr 1.600e-02 | atrl 2.036e+00 | trl0 1.968e+00 | nm 9.503e+01 | nmx 4.094e-01 | 
+2025-11-24 21:43:22,313 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 089/100 | step 00008/00625 | lr 1.600e-02 | atrl 2.030e+00 | trl0 1.952e+00 | nm 9.503e+01 | nmx 4.373e-01 | 
+2025-11-24 21:43:26,052 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 089/100 | step 00009/00625 | lr 1.600e-02 | atrl 2.043e+00 | trl0 1.945e+00 | nm 9.503e+01 | nmx 4.598e-01 | 
+2025-11-24 21:43:29,791 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 089/100 | step 00010/00625 | lr 1.600e-02 | atrl 2.084e+00 | trl0 1.977e+00 | nm 9.503e+01 | nmx 4.775e-01 | 
+2025-11-24 21:43:33,528 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 089/100 | step 00011/00625 | lr 1.600e-02 | atrl 2.153e+00 | trl0 2.046e+00 | nm 9.503e+01 | nmx 4.913e-01 | 
+2025-11-24 21:43:37,265 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 089/100 | step 00012/00625 | lr 1.600e-02 | atrl 2.061e+00 | trl0 1.951e+00 | nm 9.503e+01 | nmx 5.015e-01 | 
+2025-11-24 21:43:41,005 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 089/100 | step 00013/00625 | lr 1.600e-02 | atrl 2.128e+00 | trl0 2.005e+00 | nm 9.502e+01 | nmx 5.085e-01 | 
+2025-11-24 21:43:44,742 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 089/100 | step 00014/00625 | lr 1.600e-02 | atrl 2.102e+00 | trl0 1.984e+00 | nm 9.502e+01 | nmx 5.130e-01 | 
+2025-11-24 21:43:48,479 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 089/100 | step 00015/00625 | lr 1.600e-02 | atrl 2.134e+00 | trl0 2.010e+00 | nm 9.502e+01 | nmx 5.153e-01 | 
+2025-11-24 21:43:52,216 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 089/100 | step 00016/00625 | lr 1.600e-02 | atrl 2.104e+00 | trl0 1.977e+00 | nm 9.502e+01 | nmx 5.161e-01 | 
+2025-11-24 21:43:55,955 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 089/100 | step 00017/00625 | lr 1.600e-02 | atrl 2.132e+00 | trl0 2.016e+00 | nm 9.502e+01 | nmx 5.162e-01 | 
+2025-11-24 21:43:59,693 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 089/100 | step 00018/00625 | lr 1.600e-02 | atrl 2.077e+00 | trl0 1.959e+00 | nm 9.502e+01 | nmx 5.157e-01 | 
+2025-11-24 21:44:03,431 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 089/100 | step 00019/00625 | lr 1.600e-02 | atrl 2.088e+00 | trl0 1.964e+00 | nm 9.502e+01 | nmx 5.148e-01 | 
+2025-11-24 21:44:07,169 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 089/100 | step 00020/00625 | lr 1.600e-02 | atrl 2.118e+00 | trl0 2.004e+00 | nm 9.502e+01 | nmx 5.140e-01 | 
+2025-11-24 21:44:10,907 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 089/100 | step 00021/00625 | lr 1.600e-02 | atrl 2.127e+00 | trl0 2.002e+00 | nm 9.502e+01 | nmx 5.131e-01 | 
+2025-11-24 21:44:14,645 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 089/100 | step 00022/00625 | lr 1.600e-02 | atrl 2.150e+00 | trl0 2.030e+00 | nm 9.502e+01 | nmx 5.126e-01 | 
+2025-11-24 21:44:18,393 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 089/100 | step 00023/00625 | lr 1.600e-02 | atrl 2.101e+00 | trl0 1.977e+00 | nm 9.502e+01 | nmx 5.126e-01 | 
+2025-11-24 21:44:22,132 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 089/100 | step 00024/00625 | lr 1.600e-02 | atrl 2.114e+00 | trl0 1.986e+00 | nm 9.502e+01 | nmx 5.128e-01 | 
+2025-11-24 21:44:25,869 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 089/100 | step 00025/00625 | lr 1.600e-02 | atrl 2.142e+00 | trl0 2.015e+00 | nm 9.502e+01 | nmx 5.133e-01 | 
+2025-11-24 21:44:29,608 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 089/100 | step 00026/00625 | lr 1.600e-02 | atrl 2.188e+00 | trl0 2.051e+00 | nm 9.502e+01 | nmx 5.139e-01 | 
+2025-11-24 21:44:33,348 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 089/100 | step 00027/00625 | lr 1.600e-02 | atrl 2.113e+00 | trl0 1.985e+00 | nm 9.503e+01 | nmx 5.149e-01 | 
+2025-11-24 21:44:37,085 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 089/100 | step 00028/00625 | lr 1.600e-02 | atrl 2.103e+00 | trl0 1.974e+00 | nm 9.503e+01 | nmx 5.165e-01 | 
+2025-11-24 21:44:40,823 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 089/100 | step 00029/00625 | lr 1.600e-02 | atrl 2.140e+00 | trl0 2.011e+00 | nm 9.503e+01 | nmx 5.181e-01 | 
+2025-11-24 21:44:44,563 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 089/100 | step 00030/00625 | lr 1.600e-02 | atrl 2.119e+00 | trl0 1.984e+00 | nm 9.503e+01 | nmx 5.198e-01 | 
+2025-11-24 21:44:48,302 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 089/100 | step 00031/00625 | lr 1.600e-02 | atrl 2.090e+00 | trl0 1.957e+00 | nm 9.503e+01 | nmx 5.213e-01 | 
+2025-11-24 21:44:52,040 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 089/100 | step 00032/00625 | lr 1.600e-02 | atrl 2.114e+00 | trl0 1.976e+00 | nm 9.503e+01 | nmx 5.226e-01 | 
+2025-11-24 21:44:55,777 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 089/100 | step 00033/00625 | lr 1.600e-02 | atrl 2.129e+00 | trl0 1.989e+00 | nm 9.503e+01 | nmx 5.235e-01 | 
+2025-11-24 21:44:59,514 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 089/100 | step 00034/00625 | lr 1.600e-02 | atrl 2.111e+00 | trl0 1.972e+00 | nm 9.503e+01 | nmx 5.243e-01 | 
+2025-11-24 21:45:03,252 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 089/100 | step 00035/00625 | lr 1.600e-02 | atrl 2.100e+00 | trl0 1.956e+00 | nm 9.503e+01 | nmx 5.248e-01 | 
+2025-11-24 21:45:06,991 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 089/100 | step 00036/00625 | lr 1.600e-02 | atrl 2.053e+00 | trl0 1.922e+00 | nm 9.503e+01 | nmx 5.254e-01 | 
+2025-11-24 21:45:10,727 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 089/100 | step 00037/00625 | lr 1.600e-02 | atrl 2.125e+00 | trl0 1.997e+00 | nm 9.503e+01 | nmx 5.261e-01 | 
+2025-11-24 21:45:14,464 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 089/100 | step 00038/00625 | lr 1.600e-02 | atrl 2.139e+00 | trl0 2.007e+00 | nm 9.503e+01 | nmx 5.267e-01 | 
+2025-11-24 21:45:18,204 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 089/100 | step 00039/00625 | lr 1.600e-02 | atrl 2.101e+00 | trl0 1.965e+00 | nm 9.503e+01 | nmx 5.271e-01 | 
+2025-11-24 21:45:21,942 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 089/100 | step 00040/00625 | lr 1.600e-02 | atrl 2.122e+00 | trl0 1.980e+00 | nm 9.503e+01 | nmx 5.269e-01 | 
+2025-11-24 21:45:25,682 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 089/100 | step 00041/00625 | lr 1.600e-02 | atrl 2.078e+00 | trl0 1.942e+00 | nm 9.503e+01 | nmx 5.264e-01 | 
+2025-11-24 21:45:29,422 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 089/100 | step 00042/00625 | lr 1.600e-02 | atrl 2.096e+00 | trl0 1.961e+00 | nm 9.503e+01 | nmx 5.255e-01 | 
+2025-11-24 21:45:33,160 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 089/100 | step 00043/00625 | lr 1.600e-02 | atrl 2.083e+00 | trl0 1.948e+00 | nm 9.503e+01 | nmx 5.244e-01 | 
+2025-11-24 21:45:36,899 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 089/100 | step 00044/00625 | lr 1.600e-02 | atrl 2.076e+00 | trl0 1.949e+00 | nm 9.503e+01 | nmx 5.234e-01 | 
+2025-11-24 21:45:40,637 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 089/100 | step 00045/00625 | lr 1.600e-02 | atrl 2.094e+00 | trl0 1.963e+00 | nm 9.503e+01 | nmx 5.226e-01 | 
+2025-11-24 21:45:44,376 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 089/100 | step 00046/00625 | lr 1.600e-02 | atrl 2.055e+00 | trl0 1.926e+00 | nm 9.503e+01 | nmx 5.219e-01 | 
+2025-11-24 21:45:48,115 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 089/100 | step 00047/00625 | lr 1.600e-02 | atrl 2.094e+00 | trl0 1.963e+00 | nm 9.503e+01 | nmx 5.211e-01 | 
+2025-11-24 21:45:51,852 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 089/100 | step 00048/00625 | lr 1.600e-02 | atrl 2.110e+00 | trl0 1.987e+00 | nm 9.503e+01 | nmx 5.206e-01 | 
+2025-11-24 21:45:55,590 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 089/100 | step 00049/00625 | lr 1.600e-02 | atrl 2.117e+00 | trl0 1.985e+00 | nm 9.503e+01 | nmx 5.200e-01 | 
+2025-11-24 21:45:56,111 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 21:45:56,111 | INFO | Starting LR test 4/5: lr=0.8000
+2025-11-24 21:45:56,111 | INFO | Starting EoS for LR factor 0.8000
+2025-11-24 21:45:56,111 | INFO | Starting EoS for checkpoint 88
+2025-11-24 21:45:56,111 | INFO | Starting EoS for model resnet50
+2025-11-24 21:45:56,492 | INFO | Model state successfully loaded
+2025-11-24 21:45:56,728 | INFO | Wrapped model with DDP
+2025-11-24 21:45:56,730 | INFO | Current learning rate: 0.012800000000000002
+2025-11-24 21:45:56,730 | INFO | Original learning rate: 0.016000000000000004
+2025-11-24 21:45:56,735 | INFO | 🎯 Momentum Information:
+2025-11-24 21:45:56,735 | INFO |   Extracted vectors: 161
+2025-11-24 21:45:56,735 | INFO |   Has momentum state: True
+2025-11-24 21:46:04,311 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 089/100 | step 00000/00625 | lr 1.280e-02 | atrl 1.948e+00 | trl0 1.948e+00 | nm 9.503e+01 | nmx 5.460e-02 | 
+2025-11-24 21:46:08,047 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 089/100 | step 00001/00625 | lr 1.280e-02 | atrl 1.990e+00 | trl0 1.988e+00 | nm 9.503e+01 | nmx 1.057e-01 | 
+2025-11-24 21:46:11,785 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 089/100 | step 00002/00625 | lr 1.280e-02 | atrl 1.984e+00 | trl0 1.976e+00 | nm 9.503e+01 | nmx 1.537e-01 | 
+2025-11-24 21:46:15,522 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 089/100 | step 00003/00625 | lr 1.280e-02 | atrl 1.988e+00 | trl0 1.977e+00 | nm 9.503e+01 | nmx 1.986e-01 | 
+2025-11-24 21:46:19,260 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 089/100 | step 00004/00625 | lr 1.280e-02 | atrl 2.007e+00 | trl0 1.985e+00 | nm 9.503e+01 | nmx 2.396e-01 | 
+2025-11-24 21:46:22,996 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 089/100 | step 00005/00625 | lr 1.280e-02 | atrl 2.031e+00 | trl0 2.000e+00 | nm 9.503e+01 | nmx 2.766e-01 | 
+2025-11-24 21:46:26,735 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 089/100 | step 00006/00625 | lr 1.280e-02 | atrl 2.026e+00 | trl0 1.990e+00 | nm 9.503e+01 | nmx 3.098e-01 | 
+2025-11-24 21:46:30,472 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 089/100 | step 00007/00625 | lr 1.280e-02 | atrl 2.012e+00 | trl0 1.968e+00 | nm 9.503e+01 | nmx 3.393e-01 | 
+2025-11-24 21:46:34,211 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 089/100 | step 00008/00625 | lr 1.280e-02 | atrl 2.003e+00 | trl0 1.952e+00 | nm 9.503e+01 | nmx 3.652e-01 | 
+2025-11-24 21:46:37,949 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 089/100 | step 00009/00625 | lr 1.280e-02 | atrl 2.011e+00 | trl0 1.945e+00 | nm 9.503e+01 | nmx 3.873e-01 | 
+2025-11-24 21:46:41,687 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 089/100 | step 00010/00625 | lr 1.280e-02 | atrl 2.050e+00 | trl0 1.977e+00 | nm 9.503e+01 | nmx 4.058e-01 | 
+2025-11-24 21:46:45,426 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 089/100 | step 00011/00625 | lr 1.280e-02 | atrl 2.120e+00 | trl0 2.046e+00 | nm 9.503e+01 | nmx 4.213e-01 | 
+2025-11-24 21:46:49,164 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 089/100 | step 00012/00625 | lr 1.280e-02 | atrl 2.029e+00 | trl0 1.951e+00 | nm 9.503e+01 | nmx 4.339e-01 | 
+2025-11-24 21:46:52,901 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 089/100 | step 00013/00625 | lr 1.280e-02 | atrl 2.095e+00 | trl0 2.005e+00 | nm 9.503e+01 | nmx 4.438e-01 | 
+2025-11-24 21:46:56,639 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 089/100 | step 00014/00625 | lr 1.280e-02 | atrl 2.070e+00 | trl0 1.984e+00 | nm 9.503e+01 | nmx 4.514e-01 | 
+2025-11-24 21:47:00,378 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 089/100 | step 00015/00625 | lr 1.280e-02 | atrl 2.104e+00 | trl0 2.010e+00 | nm 9.503e+01 | nmx 4.569e-01 | 
+2025-11-24 21:47:04,116 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 089/100 | step 00016/00625 | lr 1.280e-02 | atrl 2.074e+00 | trl0 1.977e+00 | nm 9.503e+01 | nmx 4.608e-01 | 
+2025-11-24 21:47:07,855 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 089/100 | step 00017/00625 | lr 1.280e-02 | atrl 2.104e+00 | trl0 2.016e+00 | nm 9.502e+01 | nmx 4.636e-01 | 
+2025-11-24 21:47:11,593 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 089/100 | step 00018/00625 | lr 1.280e-02 | atrl 2.050e+00 | trl0 1.959e+00 | nm 9.502e+01 | nmx 4.655e-01 | 
+2025-11-24 21:47:15,332 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 089/100 | step 00019/00625 | lr 1.280e-02 | atrl 2.061e+00 | trl0 1.964e+00 | nm 9.502e+01 | nmx 4.666e-01 | 
+2025-11-24 21:47:19,070 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 089/100 | step 00020/00625 | lr 1.280e-02 | atrl 2.092e+00 | trl0 2.004e+00 | nm 9.502e+01 | nmx 4.671e-01 | 
+2025-11-24 21:47:22,809 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 089/100 | step 00021/00625 | lr 1.280e-02 | atrl 2.100e+00 | trl0 2.002e+00 | nm 9.502e+01 | nmx 4.670e-01 | 
+2025-11-24 21:47:26,547 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 089/100 | step 00022/00625 | lr 1.280e-02 | atrl 2.127e+00 | trl0 2.030e+00 | nm 9.502e+01 | nmx 4.668e-01 | 
+2025-11-24 21:47:30,285 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 089/100 | step 00023/00625 | lr 1.280e-02 | atrl 2.074e+00 | trl0 1.977e+00 | nm 9.502e+01 | nmx 4.664e-01 | 
+2025-11-24 21:47:34,024 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 089/100 | step 00024/00625 | lr 1.280e-02 | atrl 2.087e+00 | trl0 1.986e+00 | nm 9.502e+01 | nmx 4.661e-01 | 
+2025-11-24 21:47:37,763 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 089/100 | step 00025/00625 | lr 1.280e-02 | atrl 2.114e+00 | trl0 2.015e+00 | nm 9.502e+01 | nmx 4.657e-01 | 
+2025-11-24 21:47:41,500 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 089/100 | step 00026/00625 | lr 1.280e-02 | atrl 2.161e+00 | trl0 2.051e+00 | nm 9.502e+01 | nmx 4.651e-01 | 
+2025-11-24 21:47:45,238 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 089/100 | step 00027/00625 | lr 1.280e-02 | atrl 2.087e+00 | trl0 1.985e+00 | nm 9.502e+01 | nmx 4.648e-01 | 
+2025-11-24 21:47:48,977 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 089/100 | step 00028/00625 | lr 1.280e-02 | atrl 2.074e+00 | trl0 1.974e+00 | nm 9.502e+01 | nmx 4.648e-01 | 
+2025-11-24 21:47:52,716 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 089/100 | step 00029/00625 | lr 1.280e-02 | atrl 2.109e+00 | trl0 2.011e+00 | nm 9.502e+01 | nmx 4.651e-01 | 
+2025-11-24 21:47:56,454 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 089/100 | step 00030/00625 | lr 1.280e-02 | atrl 2.087e+00 | trl0 1.984e+00 | nm 9.502e+01 | nmx 4.656e-01 | 
+2025-11-24 21:48:00,194 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 089/100 | step 00031/00625 | lr 1.280e-02 | atrl 2.058e+00 | trl0 1.957e+00 | nm 9.503e+01 | nmx 4.662e-01 | 
+2025-11-24 21:48:03,933 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 089/100 | step 00032/00625 | lr 1.280e-02 | atrl 2.079e+00 | trl0 1.976e+00 | nm 9.503e+01 | nmx 4.669e-01 | 
+2025-11-24 21:48:07,671 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 089/100 | step 00033/00625 | lr 1.280e-02 | atrl 2.094e+00 | trl0 1.989e+00 | nm 9.503e+01 | nmx 4.675e-01 | 
+2025-11-24 21:48:11,409 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 089/100 | step 00034/00625 | lr 1.280e-02 | atrl 2.078e+00 | trl0 1.972e+00 | nm 9.503e+01 | nmx 4.681e-01 | 
+2025-11-24 21:48:15,149 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 089/100 | step 00035/00625 | lr 1.280e-02 | atrl 2.066e+00 | trl0 1.956e+00 | nm 9.503e+01 | nmx 4.685e-01 | 
+2025-11-24 21:48:18,887 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 089/100 | step 00036/00625 | lr 1.280e-02 | atrl 2.019e+00 | trl0 1.922e+00 | nm 9.503e+01 | nmx 4.690e-01 | 
+2025-11-24 21:48:22,627 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 089/100 | step 00037/00625 | lr 1.280e-02 | atrl 2.093e+00 | trl0 1.997e+00 | nm 9.503e+01 | nmx 4.697e-01 | 
+2025-11-24 21:48:26,366 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 089/100 | step 00038/00625 | lr 1.280e-02 | atrl 2.107e+00 | trl0 2.007e+00 | nm 9.503e+01 | nmx 4.704e-01 | 
+2025-11-24 21:48:30,103 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 089/100 | step 00039/00625 | lr 1.280e-02 | atrl 2.066e+00 | trl0 1.965e+00 | nm 9.503e+01 | nmx 4.711e-01 | 
+2025-11-24 21:48:33,840 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 089/100 | step 00040/00625 | lr 1.280e-02 | atrl 2.087e+00 | trl0 1.980e+00 | nm 9.503e+01 | nmx 4.715e-01 | 
+2025-11-24 21:48:37,577 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 089/100 | step 00041/00625 | lr 1.280e-02 | atrl 2.046e+00 | trl0 1.942e+00 | nm 9.503e+01 | nmx 4.718e-01 | 
+2025-11-24 21:48:41,314 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 089/100 | step 00042/00625 | lr 1.280e-02 | atrl 2.064e+00 | trl0 1.961e+00 | nm 9.503e+01 | nmx 4.718e-01 | 
+2025-11-24 21:48:45,051 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 089/100 | step 00043/00625 | lr 1.280e-02 | atrl 2.051e+00 | trl0 1.948e+00 | nm 9.503e+01 | nmx 4.715e-01 | 
+2025-11-24 21:48:48,789 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 089/100 | step 00044/00625 | lr 1.280e-02 | atrl 2.047e+00 | trl0 1.949e+00 | nm 9.503e+01 | nmx 4.711e-01 | 
+2025-11-24 21:48:52,527 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 089/100 | step 00045/00625 | lr 1.280e-02 | atrl 2.064e+00 | trl0 1.963e+00 | nm 9.503e+01 | nmx 4.707e-01 | 
+2025-11-24 21:48:56,265 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 089/100 | step 00046/00625 | lr 1.280e-02 | atrl 2.024e+00 | trl0 1.926e+00 | nm 9.503e+01 | nmx 4.703e-01 | 
+2025-11-24 21:49:00,003 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 089/100 | step 00047/00625 | lr 1.280e-02 | atrl 2.062e+00 | trl0 1.963e+00 | nm 9.503e+01 | nmx 4.699e-01 | 
+2025-11-24 21:49:03,741 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 089/100 | step 00048/00625 | lr 1.280e-02 | atrl 2.081e+00 | trl0 1.987e+00 | nm 9.503e+01 | nmx 4.695e-01 | 
+2025-11-24 21:49:07,479 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 089/100 | step 00049/00625 | lr 1.280e-02 | atrl 2.086e+00 | trl0 1.985e+00 | nm 9.503e+01 | nmx 4.691e-01 | 
+2025-11-24 21:49:08,049 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 21:49:08,050 | INFO | Starting LR test 5/5: lr=0.6000
+2025-11-24 21:49:08,050 | INFO | Starting EoS for LR factor 0.6000
+2025-11-24 21:49:08,050 | INFO | Starting EoS for checkpoint 88
+2025-11-24 21:49:08,050 | INFO | Starting EoS for model resnet50
+2025-11-24 21:49:08,431 | INFO | Model state successfully loaded
+2025-11-24 21:49:08,652 | INFO | Wrapped model with DDP
+2025-11-24 21:49:08,655 | INFO | Current learning rate: 0.009600000000000003
+2025-11-24 21:49:08,655 | INFO | Original learning rate: 0.016000000000000004
+2025-11-24 21:49:08,658 | INFO | 🎯 Momentum Information:
+2025-11-24 21:49:08,658 | INFO |   Extracted vectors: 161
+2025-11-24 21:49:08,658 | INFO |   Has momentum state: True
+2025-11-24 21:49:16,090 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 089/100 | step 00000/00625 | lr 9.600e-03 | atrl 1.948e+00 | trl0 1.948e+00 | nm 9.503e+01 | nmx 4.095e-02 | 
+2025-11-24 21:49:19,828 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 089/100 | step 00001/00625 | lr 9.600e-03 | atrl 1.989e+00 | trl0 1.988e+00 | nm 9.503e+01 | nmx 7.948e-02 | 
+2025-11-24 21:49:23,566 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 089/100 | step 00002/00625 | lr 9.600e-03 | atrl 1.981e+00 | trl0 1.976e+00 | nm 9.503e+01 | nmx 1.159e-01 | 
+2025-11-24 21:49:27,305 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 089/100 | step 00003/00625 | lr 9.600e-03 | atrl 1.983e+00 | trl0 1.977e+00 | nm 9.503e+01 | nmx 1.504e-01 | 
+2025-11-24 21:49:31,042 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 089/100 | step 00004/00625 | lr 9.600e-03 | atrl 1.997e+00 | trl0 1.985e+00 | nm 9.503e+01 | nmx 1.825e-01 | 
+2025-11-24 21:49:34,779 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 089/100 | step 00005/00625 | lr 9.600e-03 | atrl 2.017e+00 | trl0 2.000e+00 | nm 9.503e+01 | nmx 2.120e-01 | 
+2025-11-24 21:49:38,517 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 089/100 | step 00006/00625 | lr 9.600e-03 | atrl 2.009e+00 | trl0 1.990e+00 | nm 9.503e+01 | nmx 2.391e-01 | 
+2025-11-24 21:49:42,253 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 089/100 | step 00007/00625 | lr 9.600e-03 | atrl 1.991e+00 | trl0 1.968e+00 | nm 9.503e+01 | nmx 2.638e-01 | 
+2025-11-24 21:49:45,992 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 089/100 | step 00008/00625 | lr 9.600e-03 | atrl 1.980e+00 | trl0 1.952e+00 | nm 9.503e+01 | nmx 2.863e-01 | 
+2025-11-24 21:49:49,728 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 089/100 | step 00009/00625 | lr 9.600e-03 | atrl 1.983e+00 | trl0 1.945e+00 | nm 9.503e+01 | nmx 3.062e-01 | 
+2025-11-24 21:49:53,467 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 089/100 | step 00010/00625 | lr 9.600e-03 | atrl 2.020e+00 | trl0 1.977e+00 | nm 9.503e+01 | nmx 3.238e-01 | 
+2025-11-24 21:49:57,204 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 089/100 | step 00011/00625 | lr 9.600e-03 | atrl 2.090e+00 | trl0 2.046e+00 | nm 9.503e+01 | nmx 3.393e-01 | 
+2025-11-24 21:50:00,942 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 089/100 | step 00012/00625 | lr 9.600e-03 | atrl 1.998e+00 | trl0 1.951e+00 | nm 9.503e+01 | nmx 3.528e-01 | 
+2025-11-24 21:50:04,680 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 089/100 | step 00013/00625 | lr 9.600e-03 | atrl 2.062e+00 | trl0 2.005e+00 | nm 9.503e+01 | nmx 3.643e-01 | 
+2025-11-24 21:50:08,422 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 089/100 | step 00014/00625 | lr 9.600e-03 | atrl 2.037e+00 | trl0 1.984e+00 | nm 9.503e+01 | nmx 3.740e-01 | 
+2025-11-24 21:50:12,159 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 089/100 | step 00015/00625 | lr 9.600e-03 | atrl 2.071e+00 | trl0 2.010e+00 | nm 9.503e+01 | nmx 3.821e-01 | 
+2025-11-24 21:50:15,896 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 089/100 | step 00016/00625 | lr 9.600e-03 | atrl 2.041e+00 | trl0 1.977e+00 | nm 9.503e+01 | nmx 3.887e-01 | 
+2025-11-24 21:50:19,633 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 089/100 | step 00017/00625 | lr 9.600e-03 | atrl 2.073e+00 | trl0 2.016e+00 | nm 9.503e+01 | nmx 3.943e-01 | 
+2025-11-24 21:50:23,371 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 089/100 | step 00018/00625 | lr 9.600e-03 | atrl 2.019e+00 | trl0 1.959e+00 | nm 9.503e+01 | nmx 3.988e-01 | 
+2025-11-24 21:50:27,108 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 089/100 | step 00019/00625 | lr 9.600e-03 | atrl 2.030e+00 | trl0 1.964e+00 | nm 9.503e+01 | nmx 4.024e-01 | 
+2025-11-24 21:50:30,848 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 089/100 | step 00020/00625 | lr 9.600e-03 | atrl 2.062e+00 | trl0 2.004e+00 | nm 9.503e+01 | nmx 4.053e-01 | 
+2025-11-24 21:50:34,586 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 089/100 | step 00021/00625 | lr 9.600e-03 | atrl 2.071e+00 | trl0 2.002e+00 | nm 9.503e+01 | nmx 4.074e-01 | 
+2025-11-24 21:50:38,325 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 089/100 | step 00022/00625 | lr 9.600e-03 | atrl 2.100e+00 | trl0 2.030e+00 | nm 9.503e+01 | nmx 4.088e-01 | 
+2025-11-24 21:50:42,062 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 089/100 | step 00023/00625 | lr 9.600e-03 | atrl 2.046e+00 | trl0 1.977e+00 | nm 9.502e+01 | nmx 4.098e-01 | 
+2025-11-24 21:50:45,799 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 089/100 | step 00024/00625 | lr 9.600e-03 | atrl 2.059e+00 | trl0 1.986e+00 | nm 9.502e+01 | nmx 4.104e-01 | 
+2025-11-24 21:50:49,537 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 089/100 | step 00025/00625 | lr 9.600e-03 | atrl 2.085e+00 | trl0 2.015e+00 | nm 9.502e+01 | nmx 4.107e-01 | 
+2025-11-24 21:50:53,275 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 089/100 | step 00026/00625 | lr 9.600e-03 | atrl 2.132e+00 | trl0 2.051e+00 | nm 9.502e+01 | nmx 4.105e-01 | 
+2025-11-24 21:50:57,013 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 089/100 | step 00027/00625 | lr 9.600e-03 | atrl 2.060e+00 | trl0 1.985e+00 | nm 9.502e+01 | nmx 4.102e-01 | 
+2025-11-24 21:51:00,751 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 089/100 | step 00028/00625 | lr 9.600e-03 | atrl 2.047e+00 | trl0 1.974e+00 | nm 9.502e+01 | nmx 4.098e-01 | 
+2025-11-24 21:51:04,489 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 089/100 | step 00029/00625 | lr 9.600e-03 | atrl 2.081e+00 | trl0 2.011e+00 | nm 9.502e+01 | nmx 4.096e-01 | 
+2025-11-24 21:51:08,227 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 089/100 | step 00030/00625 | lr 9.600e-03 | atrl 2.059e+00 | trl0 1.984e+00 | nm 9.502e+01 | nmx 4.093e-01 | 
+2025-11-24 21:51:11,966 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 089/100 | step 00031/00625 | lr 9.600e-03 | atrl 2.029e+00 | trl0 1.957e+00 | nm 9.502e+01 | nmx 4.091e-01 | 
+2025-11-24 21:51:15,702 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 089/100 | step 00032/00625 | lr 9.600e-03 | atrl 2.047e+00 | trl0 1.976e+00 | nm 9.502e+01 | nmx 4.091e-01 | 
+2025-11-24 21:51:19,439 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 089/100 | step 00033/00625 | lr 9.600e-03 | atrl 2.062e+00 | trl0 1.989e+00 | nm 9.502e+01 | nmx 4.090e-01 | 
+2025-11-24 21:51:23,178 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 089/100 | step 00034/00625 | lr 9.600e-03 | atrl 2.045e+00 | trl0 1.972e+00 | nm 9.502e+01 | nmx 4.090e-01 | 
+2025-11-24 21:51:26,918 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 089/100 | step 00035/00625 | lr 9.600e-03 | atrl 2.033e+00 | trl0 1.956e+00 | nm 9.503e+01 | nmx 4.089e-01 | 
+2025-11-24 21:51:30,655 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 089/100 | step 00036/00625 | lr 9.600e-03 | atrl 1.988e+00 | trl0 1.922e+00 | nm 9.503e+01 | nmx 4.089e-01 | 
+2025-11-24 21:51:34,393 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 089/100 | step 00037/00625 | lr 9.600e-03 | atrl 2.062e+00 | trl0 1.997e+00 | nm 9.503e+01 | nmx 4.092e-01 | 
+2025-11-24 21:51:38,130 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 089/100 | step 00038/00625 | lr 9.600e-03 | atrl 2.075e+00 | trl0 2.007e+00 | nm 9.503e+01 | nmx 4.095e-01 | 
+2025-11-24 21:51:41,866 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 089/100 | step 00039/00625 | lr 9.600e-03 | atrl 2.035e+00 | trl0 1.965e+00 | nm 9.503e+01 | nmx 4.099e-01 | 
+2025-11-24 21:51:45,605 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 089/100 | step 00040/00625 | lr 9.600e-03 | atrl 2.053e+00 | trl0 1.980e+00 | nm 9.503e+01 | nmx 4.102e-01 | 
+2025-11-24 21:51:49,341 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 089/100 | step 00041/00625 | lr 9.600e-03 | atrl 2.014e+00 | trl0 1.942e+00 | nm 9.503e+01 | nmx 4.105e-01 | 
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diff --git a/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-92/train.jsonl b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-92/train.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..882fecfe0d7708891d05e16763eb4ff43399d82e
--- /dev/null
+++ b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-92/train.jsonl
@@ -0,0 +1,250 @@
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diff --git a/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-92/train.log b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-92/train.log
new file mode 100644
index 0000000000000000000000000000000000000000..cf92a1f81c44695da8beea527454bf42d97429fa
--- /dev/null
+++ b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-92/train.log
@@ -0,0 +1,311 @@
+2025-11-24 21:52:32,680 | INFO | LR factors: [1.4 1.2 1.  0.8 0.6]
+2025-11-24 21:52:34,973 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 21:52:34,973 | INFO | Starting LR test 1/5: lr=1.4000
+2025-11-24 21:52:34,973 | INFO | Starting EoS for LR factor 1.4000
+2025-11-24 21:52:34,973 | INFO | Starting EoS for checkpoint 92
+2025-11-24 21:52:34,974 | INFO | Starting EoS for model resnet50
+2025-11-24 21:52:35,306 | INFO | Model state successfully loaded
+2025-11-24 21:52:37,014 | INFO | Wrapped model with DDP
+2025-11-24 21:52:37,016 | INFO | Current learning rate: 0.0022400000000000007
+2025-11-24 21:52:37,016 | INFO | Original learning rate: 0.0016000000000000005
+2025-11-24 21:52:37,041 | INFO | 🎯 Momentum Information:
+2025-11-24 21:52:37,041 | INFO |   Extracted vectors: 161
+2025-11-24 21:52:37,041 | INFO |   Has momentum state: True
+2025-11-24 21:52:46,295 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 093/100 | step 00000/00625 | lr 2.240e-03 | atrl 1.903e+00 | trl0 1.903e+00 | nm 9.443e+01 | nmx 9.771e-03 | 
+2025-11-24 21:52:50,036 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 093/100 | step 00001/00625 | lr 2.240e-03 | atrl 1.850e+00 | trl0 1.850e+00 | nm 9.443e+01 | nmx 1.895e-02 | 
+2025-11-24 21:52:53,783 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 093/100 | step 00002/00625 | lr 2.240e-03 | atrl 1.956e+00 | trl0 1.956e+00 | nm 9.443e+01 | nmx 2.782e-02 | 
+2025-11-24 21:52:57,529 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 093/100 | step 00003/00625 | lr 2.240e-03 | atrl 1.863e+00 | trl0 1.862e+00 | nm 9.443e+01 | nmx 3.635e-02 | 
+2025-11-24 21:53:01,278 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 093/100 | step 00004/00625 | lr 2.240e-03 | atrl 1.915e+00 | trl0 1.915e+00 | nm 9.443e+01 | nmx 4.451e-02 | 
+2025-11-24 21:53:05,021 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 093/100 | step 00005/00625 | lr 2.240e-03 | atrl 1.911e+00 | trl0 1.911e+00 | nm 9.443e+01 | nmx 5.231e-02 | 
+2025-11-24 21:53:08,765 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 093/100 | step 00006/00625 | lr 2.240e-03 | atrl 1.894e+00 | trl0 1.891e+00 | nm 9.443e+01 | nmx 5.968e-02 | 
+2025-11-24 21:53:12,508 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 093/100 | step 00007/00625 | lr 2.240e-03 | atrl 1.869e+00 | trl0 1.866e+00 | nm 9.443e+01 | nmx 6.666e-02 | 
+2025-11-24 21:53:16,250 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 093/100 | step 00008/00625 | lr 2.240e-03 | atrl 1.946e+00 | trl0 1.944e+00 | nm 9.443e+01 | nmx 7.333e-02 | 
+2025-11-24 21:53:19,993 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 093/100 | step 00009/00625 | lr 2.240e-03 | atrl 1.914e+00 | trl0 1.913e+00 | nm 9.443e+01 | nmx 7.973e-02 | 
+2025-11-24 21:53:23,739 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 093/100 | step 00010/00625 | lr 2.240e-03 | atrl 1.924e+00 | trl0 1.921e+00 | nm 9.443e+01 | nmx 8.585e-02 | 
+2025-11-24 21:53:27,481 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 093/100 | step 00011/00625 | lr 2.240e-03 | atrl 1.901e+00 | trl0 1.897e+00 | nm 9.443e+01 | nmx 9.164e-02 | 
+2025-11-24 21:53:31,225 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 093/100 | step 00012/00625 | lr 2.240e-03 | atrl 1.924e+00 | trl0 1.920e+00 | nm 9.443e+01 | nmx 9.717e-02 | 
+2025-11-24 21:53:34,968 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 093/100 | step 00013/00625 | lr 2.240e-03 | atrl 1.891e+00 | trl0 1.886e+00 | nm 9.443e+01 | nmx 1.024e-01 | 
+2025-11-24 21:53:38,712 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 093/100 | step 00014/00625 | lr 2.240e-03 | atrl 1.919e+00 | trl0 1.913e+00 | nm 9.443e+01 | nmx 1.074e-01 | 
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+2025-11-24 21:55:19,792 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 093/100 | step 00041/00625 | lr 2.240e-03 | atrl 1.933e+00 | trl0 1.918e+00 | nm 9.443e+01 | nmx 1.751e-01 | 
+2025-11-24 21:55:23,536 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 093/100 | step 00042/00625 | lr 2.240e-03 | atrl 1.939e+00 | trl0 1.925e+00 | nm 9.443e+01 | nmx 1.761e-01 | 
+2025-11-24 21:55:27,280 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 093/100 | step 00043/00625 | lr 2.240e-03 | atrl 1.940e+00 | trl0 1.925e+00 | nm 9.443e+01 | nmx 1.770e-01 | 
+2025-11-24 21:55:31,025 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 093/100 | step 00044/00625 | lr 2.240e-03 | atrl 1.955e+00 | trl0 1.940e+00 | nm 9.443e+01 | nmx 1.779e-01 | 
+2025-11-24 21:55:34,769 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 093/100 | step 00045/00625 | lr 2.240e-03 | atrl 1.928e+00 | trl0 1.913e+00 | nm 9.443e+01 | nmx 1.787e-01 | 
+2025-11-24 21:55:38,513 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 093/100 | step 00046/00625 | lr 2.240e-03 | atrl 1.951e+00 | trl0 1.934e+00 | nm 9.443e+01 | nmx 1.795e-01 | 
+2025-11-24 21:55:42,256 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 093/100 | step 00047/00625 | lr 2.240e-03 | atrl 1.937e+00 | trl0 1.919e+00 | nm 9.443e+01 | nmx 1.802e-01 | 
+2025-11-24 21:55:45,997 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 093/100 | step 00048/00625 | lr 2.240e-03 | atrl 1.934e+00 | trl0 1.917e+00 | nm 9.443e+01 | nmx 1.809e-01 | 
+2025-11-24 21:55:49,740 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 093/100 | step 00049/00625 | lr 2.240e-03 | atrl 1.961e+00 | trl0 1.941e+00 | nm 9.443e+01 | nmx 1.815e-01 | 
+2025-11-24 21:55:50,075 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 21:55:50,075 | INFO | Starting LR test 2/5: lr=1.2000
+2025-11-24 21:55:50,075 | INFO | Starting EoS for LR factor 1.2000
+2025-11-24 21:55:50,076 | INFO | Starting EoS for checkpoint 92
+2025-11-24 21:55:50,076 | INFO | Starting EoS for model resnet50
+2025-11-24 21:55:50,468 | INFO | Model state successfully loaded
+2025-11-24 21:55:50,711 | INFO | Wrapped model with DDP
+2025-11-24 21:55:50,713 | INFO | Current learning rate: 0.0019200000000000005
+2025-11-24 21:55:50,713 | INFO | Original learning rate: 0.0016000000000000005
+2025-11-24 21:55:50,737 | INFO | 🎯 Momentum Information:
+2025-11-24 21:55:50,737 | INFO |   Extracted vectors: 161
+2025-11-24 21:55:50,737 | INFO |   Has momentum state: True
+2025-11-24 21:55:58,521 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 093/100 | step 00000/00625 | lr 1.920e-03 | atrl 1.903e+00 | trl0 1.903e+00 | nm 9.443e+01 | nmx 8.375e-03 | 
+2025-11-24 21:56:02,262 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 093/100 | step 00001/00625 | lr 1.920e-03 | atrl 1.850e+00 | trl0 1.850e+00 | nm 9.443e+01 | nmx 1.625e-02 | 
+2025-11-24 21:56:06,004 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 093/100 | step 00002/00625 | lr 1.920e-03 | atrl 1.956e+00 | trl0 1.956e+00 | nm 9.443e+01 | nmx 2.386e-02 | 
+2025-11-24 21:56:09,748 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 093/100 | step 00003/00625 | lr 1.920e-03 | atrl 1.862e+00 | trl0 1.862e+00 | nm 9.443e+01 | nmx 3.120e-02 | 
+2025-11-24 21:56:13,490 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 093/100 | step 00004/00625 | lr 1.920e-03 | atrl 1.915e+00 | trl0 1.915e+00 | nm 9.443e+01 | nmx 3.822e-02 | 
+2025-11-24 21:56:17,235 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 093/100 | step 00005/00625 | lr 1.920e-03 | atrl 1.911e+00 | trl0 1.911e+00 | nm 9.443e+01 | nmx 4.495e-02 | 
+2025-11-24 21:56:20,979 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 093/100 | step 00006/00625 | lr 1.920e-03 | atrl 1.893e+00 | trl0 1.891e+00 | nm 9.443e+01 | nmx 5.133e-02 | 
+2025-11-24 21:56:24,722 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 093/100 | step 00007/00625 | lr 1.920e-03 | atrl 1.869e+00 | trl0 1.866e+00 | nm 9.443e+01 | nmx 5.739e-02 | 
+2025-11-24 21:56:28,466 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 093/100 | step 00008/00625 | lr 1.920e-03 | atrl 1.945e+00 | trl0 1.944e+00 | nm 9.443e+01 | nmx 6.319e-02 | 
+2025-11-24 21:56:32,208 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 093/100 | step 00009/00625 | lr 1.920e-03 | atrl 1.913e+00 | trl0 1.913e+00 | nm 9.443e+01 | nmx 6.878e-02 | 
+2025-11-24 21:56:35,951 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 093/100 | step 00010/00625 | lr 1.920e-03 | atrl 1.923e+00 | trl0 1.921e+00 | nm 9.443e+01 | nmx 7.412e-02 | 
+2025-11-24 21:56:39,696 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 093/100 | step 00011/00625 | lr 1.920e-03 | atrl 1.900e+00 | trl0 1.897e+00 | nm 9.443e+01 | nmx 7.921e-02 | 
+2025-11-24 21:56:43,439 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 093/100 | step 00012/00625 | lr 1.920e-03 | atrl 1.923e+00 | trl0 1.920e+00 | nm 9.443e+01 | nmx 8.407e-02 | 
+2025-11-24 21:56:47,182 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 093/100 | step 00013/00625 | lr 1.920e-03 | atrl 1.889e+00 | trl0 1.886e+00 | nm 9.443e+01 | nmx 8.870e-02 | 
+2025-11-24 21:56:50,924 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 093/100 | step 00014/00625 | lr 1.920e-03 | atrl 1.917e+00 | trl0 1.913e+00 | nm 9.443e+01 | nmx 9.311e-02 | 
+2025-11-24 21:56:54,667 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 093/100 | step 00015/00625 | lr 1.920e-03 | atrl 1.917e+00 | trl0 1.914e+00 | nm 9.443e+01 | nmx 9.732e-02 | 
+2025-11-24 21:56:58,410 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 093/100 | step 00016/00625 | lr 1.920e-03 | atrl 1.936e+00 | trl0 1.930e+00 | nm 9.443e+01 | nmx 1.013e-01 | 
+2025-11-24 21:57:02,153 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 093/100 | step 00017/00625 | lr 1.920e-03 | atrl 1.896e+00 | trl0 1.892e+00 | nm 9.443e+01 | nmx 1.051e-01 | 
+2025-11-24 21:57:05,895 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 093/100 | step 00018/00625 | lr 1.920e-03 | atrl 1.923e+00 | trl0 1.918e+00 | nm 9.443e+01 | nmx 1.088e-01 | 
+2025-11-24 21:57:09,638 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 093/100 | step 00019/00625 | lr 1.920e-03 | atrl 1.936e+00 | trl0 1.930e+00 | nm 9.443e+01 | nmx 1.123e-01 | 
+2025-11-24 21:57:13,382 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 093/100 | step 00020/00625 | lr 1.920e-03 | atrl 1.889e+00 | trl0 1.882e+00 | nm 9.443e+01 | nmx 1.155e-01 | 
+2025-11-24 21:57:17,125 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 093/100 | step 00021/00625 | lr 1.920e-03 | atrl 1.894e+00 | trl0 1.886e+00 | nm 9.443e+01 | nmx 1.186e-01 | 
+2025-11-24 21:57:20,867 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 093/100 | step 00022/00625 | lr 1.920e-03 | atrl 1.987e+00 | trl0 1.980e+00 | nm 9.443e+01 | nmx 1.216e-01 | 
+2025-11-24 21:57:24,610 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 093/100 | step 00023/00625 | lr 1.920e-03 | atrl 1.903e+00 | trl0 1.895e+00 | nm 9.443e+01 | nmx 1.244e-01 | 
+2025-11-24 21:57:28,354 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 093/100 | step 00024/00625 | lr 1.920e-03 | atrl 1.958e+00 | trl0 1.951e+00 | nm 9.443e+01 | nmx 1.271e-01 | 
+2025-11-24 21:57:32,098 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 093/100 | step 00025/00625 | lr 1.920e-03 | atrl 1.958e+00 | trl0 1.949e+00 | nm 9.443e+01 | nmx 1.296e-01 | 
+2025-11-24 21:57:35,839 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 093/100 | step 00026/00625 | lr 1.920e-03 | atrl 1.947e+00 | trl0 1.941e+00 | nm 9.443e+01 | nmx 1.321e-01 | 
+2025-11-24 21:57:39,582 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 093/100 | step 00027/00625 | lr 1.920e-03 | atrl 1.923e+00 | trl0 1.913e+00 | nm 9.443e+01 | nmx 1.344e-01 | 
+2025-11-24 21:57:43,327 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 093/100 | step 00028/00625 | lr 1.920e-03 | atrl 1.877e+00 | trl0 1.866e+00 | nm 9.443e+01 | nmx 1.366e-01 | 
+2025-11-24 21:57:47,070 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 093/100 | step 00029/00625 | lr 1.920e-03 | atrl 1.908e+00 | trl0 1.898e+00 | nm 9.443e+01 | nmx 1.387e-01 | 
+2025-11-24 21:57:50,812 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 093/100 | step 00030/00625 | lr 1.920e-03 | atrl 1.914e+00 | trl0 1.905e+00 | nm 9.443e+01 | nmx 1.407e-01 | 
+2025-11-24 21:57:54,554 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 093/100 | step 00031/00625 | lr 1.920e-03 | atrl 1.909e+00 | trl0 1.897e+00 | nm 9.443e+01 | nmx 1.426e-01 | 
+2025-11-24 21:57:58,297 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 093/100 | step 00032/00625 | lr 1.920e-03 | atrl 1.908e+00 | trl0 1.898e+00 | nm 9.443e+01 | nmx 1.443e-01 | 
+2025-11-24 21:58:02,041 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 093/100 | step 00033/00625 | lr 1.920e-03 | atrl 1.962e+00 | trl0 1.951e+00 | nm 9.443e+01 | nmx 1.460e-01 | 
+2025-11-24 21:58:05,784 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 093/100 | step 00034/00625 | lr 1.920e-03 | atrl 1.909e+00 | trl0 1.900e+00 | nm 9.443e+01 | nmx 1.476e-01 | 
+2025-11-24 21:58:09,527 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 093/100 | step 00035/00625 | lr 1.920e-03 | atrl 1.902e+00 | trl0 1.890e+00 | nm 9.443e+01 | nmx 1.491e-01 | 
+2025-11-24 21:58:13,269 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 093/100 | step 00036/00625 | lr 1.920e-03 | atrl 1.905e+00 | trl0 1.895e+00 | nm 9.443e+01 | nmx 1.506e-01 | 
+2025-11-24 21:58:17,013 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 093/100 | step 00037/00625 | lr 1.920e-03 | atrl 1.932e+00 | trl0 1.920e+00 | nm 9.443e+01 | nmx 1.520e-01 | 
+2025-11-24 21:58:20,756 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 093/100 | step 00038/00625 | lr 1.920e-03 | atrl 1.905e+00 | trl0 1.895e+00 | nm 9.443e+01 | nmx 1.533e-01 | 
+2025-11-24 21:58:24,499 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 093/100 | step 00039/00625 | lr 1.920e-03 | atrl 1.904e+00 | trl0 1.893e+00 | nm 9.443e+01 | nmx 1.545e-01 | 
+2025-11-24 21:58:28,243 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 093/100 | step 00040/00625 | lr 1.920e-03 | atrl 1.871e+00 | trl0 1.858e+00 | nm 9.443e+01 | nmx 1.557e-01 | 
+2025-11-24 21:58:31,984 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 093/100 | step 00041/00625 | lr 1.920e-03 | atrl 1.930e+00 | trl0 1.918e+00 | nm 9.443e+01 | nmx 1.569e-01 | 
+2025-11-24 21:58:35,727 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 093/100 | step 00042/00625 | lr 1.920e-03 | atrl 1.936e+00 | trl0 1.925e+00 | nm 9.443e+01 | nmx 1.579e-01 | 
+2025-11-24 21:58:39,470 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 093/100 | step 00043/00625 | lr 1.920e-03 | atrl 1.937e+00 | trl0 1.925e+00 | nm 9.443e+01 | nmx 1.589e-01 | 
+2025-11-24 21:58:43,211 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 093/100 | step 00044/00625 | lr 1.920e-03 | atrl 1.952e+00 | trl0 1.940e+00 | nm 9.443e+01 | nmx 1.599e-01 | 
+2025-11-24 21:58:46,954 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 093/100 | step 00045/00625 | lr 1.920e-03 | atrl 1.925e+00 | trl0 1.913e+00 | nm 9.443e+01 | nmx 1.608e-01 | 
+2025-11-24 21:58:50,697 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 093/100 | step 00046/00625 | lr 1.920e-03 | atrl 1.948e+00 | trl0 1.934e+00 | nm 9.443e+01 | nmx 1.617e-01 | 
+2025-11-24 21:58:54,440 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 093/100 | step 00047/00625 | lr 1.920e-03 | atrl 1.933e+00 | trl0 1.919e+00 | nm 9.443e+01 | nmx 1.625e-01 | 
+2025-11-24 21:58:58,181 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 093/100 | step 00048/00625 | lr 1.920e-03 | atrl 1.931e+00 | trl0 1.917e+00 | nm 9.443e+01 | nmx 1.633e-01 | 
+2025-11-24 21:59:01,924 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 093/100 | step 00049/00625 | lr 1.920e-03 | atrl 1.958e+00 | trl0 1.941e+00 | nm 9.443e+01 | nmx 1.640e-01 | 
+2025-11-24 21:59:02,450 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 21:59:02,451 | INFO | Starting LR test 3/5: lr=1.0000
+2025-11-24 21:59:02,451 | INFO | Starting EoS for LR factor 1.0000
+2025-11-24 21:59:02,451 | INFO | Starting EoS for checkpoint 92
+2025-11-24 21:59:02,451 | INFO | Starting EoS for model resnet50
+2025-11-24 21:59:02,833 | INFO | Model state successfully loaded
+2025-11-24 21:59:03,092 | INFO | Wrapped model with DDP
+2025-11-24 21:59:03,095 | INFO | Current learning rate: 0.0016000000000000005
+2025-11-24 21:59:03,095 | INFO | Original learning rate: 0.0016000000000000005
+2025-11-24 21:59:03,101 | INFO | 🎯 Momentum Information:
+2025-11-24 21:59:03,101 | INFO |   Extracted vectors: 161
+2025-11-24 21:59:03,101 | INFO |   Has momentum state: True
+2025-11-24 21:59:10,484 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 093/100 | step 00000/00625 | lr 1.600e-03 | atrl 1.903e+00 | trl0 1.903e+00 | nm 9.443e+01 | nmx 6.979e-03 | 
+2025-11-24 21:59:14,226 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 093/100 | step 00001/00625 | lr 1.600e-03 | atrl 1.850e+00 | trl0 1.850e+00 | nm 9.443e+01 | nmx 1.354e-02 | 
+2025-11-24 21:59:17,968 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 093/100 | step 00002/00625 | lr 1.600e-03 | atrl 1.956e+00 | trl0 1.956e+00 | nm 9.443e+01 | nmx 1.990e-02 | 
+2025-11-24 21:59:21,712 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 093/100 | step 00003/00625 | lr 1.600e-03 | atrl 1.862e+00 | trl0 1.862e+00 | nm 9.443e+01 | nmx 2.603e-02 | 
+2025-11-24 21:59:25,455 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 093/100 | step 00004/00625 | lr 1.600e-03 | atrl 1.915e+00 | trl0 1.915e+00 | nm 9.443e+01 | nmx 3.191e-02 | 
+2025-11-24 21:59:29,197 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 093/100 | step 00005/00625 | lr 1.600e-03 | atrl 1.911e+00 | trl0 1.911e+00 | nm 9.443e+01 | nmx 3.756e-02 | 
+2025-11-24 21:59:32,940 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 093/100 | step 00006/00625 | lr 1.600e-03 | atrl 1.892e+00 | trl0 1.891e+00 | nm 9.443e+01 | nmx 4.293e-02 | 
+2025-11-24 21:59:36,684 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 093/100 | step 00007/00625 | lr 1.600e-03 | atrl 1.868e+00 | trl0 1.866e+00 | nm 9.443e+01 | nmx 4.804e-02 | 
+2025-11-24 21:59:40,426 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 093/100 | step 00008/00625 | lr 1.600e-03 | atrl 1.945e+00 | trl0 1.944e+00 | nm 9.443e+01 | nmx 5.295e-02 | 
+2025-11-24 21:59:44,168 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 093/100 | step 00009/00625 | lr 1.600e-03 | atrl 1.913e+00 | trl0 1.913e+00 | nm 9.443e+01 | nmx 5.769e-02 | 
+2025-11-24 21:59:47,912 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 093/100 | step 00010/00625 | lr 1.600e-03 | atrl 1.923e+00 | trl0 1.921e+00 | nm 9.443e+01 | nmx 6.223e-02 | 
+2025-11-24 21:59:51,655 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 093/100 | step 00011/00625 | lr 1.600e-03 | atrl 1.899e+00 | trl0 1.897e+00 | nm 9.443e+01 | nmx 6.657e-02 | 
+2025-11-24 21:59:55,396 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 093/100 | step 00012/00625 | lr 1.600e-03 | atrl 1.922e+00 | trl0 1.920e+00 | nm 9.443e+01 | nmx 7.074e-02 | 
+2025-11-24 21:59:59,139 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 093/100 | step 00013/00625 | lr 1.600e-03 | atrl 1.888e+00 | trl0 1.886e+00 | nm 9.443e+01 | nmx 7.472e-02 | 
+2025-11-24 22:00:02,881 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 093/100 | step 00014/00625 | lr 1.600e-03 | atrl 1.916e+00 | trl0 1.913e+00 | nm 9.443e+01 | nmx 7.852e-02 | 
+2025-11-24 22:00:06,622 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 093/100 | step 00015/00625 | lr 1.600e-03 | atrl 1.916e+00 | trl0 1.914e+00 | nm 9.443e+01 | nmx 8.217e-02 | 
+2025-11-24 22:00:10,364 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 093/100 | step 00016/00625 | lr 1.600e-03 | atrl 1.934e+00 | trl0 1.930e+00 | nm 9.443e+01 | nmx 8.564e-02 | 
+2025-11-24 22:00:14,106 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 093/100 | step 00017/00625 | lr 1.600e-03 | atrl 1.894e+00 | trl0 1.892e+00 | nm 9.443e+01 | nmx 8.898e-02 | 
+2025-11-24 22:00:17,848 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 093/100 | step 00018/00625 | lr 1.600e-03 | atrl 1.921e+00 | trl0 1.918e+00 | nm 9.443e+01 | nmx 9.219e-02 | 
+2025-11-24 22:00:21,597 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 093/100 | step 00019/00625 | lr 1.600e-03 | atrl 1.935e+00 | trl0 1.930e+00 | nm 9.443e+01 | nmx 9.525e-02 | 
+2025-11-24 22:00:25,338 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 093/100 | step 00020/00625 | lr 1.600e-03 | atrl 1.886e+00 | trl0 1.882e+00 | nm 9.443e+01 | nmx 9.817e-02 | 
+2025-11-24 22:00:29,080 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 093/100 | step 00021/00625 | lr 1.600e-03 | atrl 1.892e+00 | trl0 1.886e+00 | nm 9.443e+01 | nmx 1.009e-01 | 
+2025-11-24 22:00:32,822 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 093/100 | step 00022/00625 | lr 1.600e-03 | atrl 1.984e+00 | trl0 1.980e+00 | nm 9.443e+01 | nmx 1.036e-01 | 
+2025-11-24 22:00:36,565 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 093/100 | step 00023/00625 | lr 1.600e-03 | atrl 1.901e+00 | trl0 1.895e+00 | nm 9.443e+01 | nmx 1.061e-01 | 
+2025-11-24 22:00:40,307 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 093/100 | step 00024/00625 | lr 1.600e-03 | atrl 1.956e+00 | trl0 1.951e+00 | nm 9.443e+01 | nmx 1.086e-01 | 
+2025-11-24 22:00:44,051 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 093/100 | step 00025/00625 | lr 1.600e-03 | atrl 1.956e+00 | trl0 1.949e+00 | nm 9.443e+01 | nmx 1.109e-01 | 
+2025-11-24 22:00:47,795 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 093/100 | step 00026/00625 | lr 1.600e-03 | atrl 1.945e+00 | trl0 1.941e+00 | nm 9.443e+01 | nmx 1.131e-01 | 
+2025-11-24 22:00:51,538 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 093/100 | step 00027/00625 | lr 1.600e-03 | atrl 1.920e+00 | trl0 1.913e+00 | nm 9.443e+01 | nmx 1.153e-01 | 
+2025-11-24 22:00:55,280 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 093/100 | step 00028/00625 | lr 1.600e-03 | atrl 1.874e+00 | trl0 1.866e+00 | nm 9.443e+01 | nmx 1.173e-01 | 
+2025-11-24 22:00:59,022 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 093/100 | step 00029/00625 | lr 1.600e-03 | atrl 1.905e+00 | trl0 1.898e+00 | nm 9.443e+01 | nmx 1.192e-01 | 
+2025-11-24 22:01:02,764 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 093/100 | step 00030/00625 | lr 1.600e-03 | atrl 1.912e+00 | trl0 1.905e+00 | nm 9.443e+01 | nmx 1.211e-01 | 
+2025-11-24 22:01:06,506 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 093/100 | step 00031/00625 | lr 1.600e-03 | atrl 1.906e+00 | trl0 1.897e+00 | nm 9.443e+01 | nmx 1.229e-01 | 
+2025-11-24 22:01:10,247 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 093/100 | step 00032/00625 | lr 1.600e-03 | atrl 1.905e+00 | trl0 1.898e+00 | nm 9.443e+01 | nmx 1.245e-01 | 
+2025-11-24 22:01:13,990 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 093/100 | step 00033/00625 | lr 1.600e-03 | atrl 1.959e+00 | trl0 1.951e+00 | nm 9.443e+01 | nmx 1.261e-01 | 
+2025-11-24 22:01:17,732 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 093/100 | step 00034/00625 | lr 1.600e-03 | atrl 1.907e+00 | trl0 1.900e+00 | nm 9.443e+01 | nmx 1.277e-01 | 
+2025-11-24 22:01:21,476 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 093/100 | step 00035/00625 | lr 1.600e-03 | atrl 1.899e+00 | trl0 1.890e+00 | nm 9.443e+01 | nmx 1.292e-01 | 
+2025-11-24 22:01:25,218 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 093/100 | step 00036/00625 | lr 1.600e-03 | atrl 1.902e+00 | trl0 1.895e+00 | nm 9.443e+01 | nmx 1.306e-01 | 
+2025-11-24 22:01:28,960 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 093/100 | step 00037/00625 | lr 1.600e-03 | atrl 1.929e+00 | trl0 1.920e+00 | nm 9.443e+01 | nmx 1.319e-01 | 
+2025-11-24 22:01:32,703 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 093/100 | step 00038/00625 | lr 1.600e-03 | atrl 1.902e+00 | trl0 1.895e+00 | nm 9.443e+01 | nmx 1.332e-01 | 
+2025-11-24 22:01:36,448 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 093/100 | step 00039/00625 | lr 1.600e-03 | atrl 1.901e+00 | trl0 1.893e+00 | nm 9.443e+01 | nmx 1.345e-01 | 
+2025-11-24 22:01:40,192 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 093/100 | step 00040/00625 | lr 1.600e-03 | atrl 1.867e+00 | trl0 1.858e+00 | nm 9.443e+01 | nmx 1.357e-01 | 
+2025-11-24 22:01:43,933 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 093/100 | step 00041/00625 | lr 1.600e-03 | atrl 1.926e+00 | trl0 1.918e+00 | nm 9.443e+01 | nmx 1.368e-01 | 
+2025-11-24 22:01:47,677 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 093/100 | step 00042/00625 | lr 1.600e-03 | atrl 1.933e+00 | trl0 1.925e+00 | nm 9.443e+01 | nmx 1.379e-01 | 
+2025-11-24 22:01:51,420 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 093/100 | step 00043/00625 | lr 1.600e-03 | atrl 1.933e+00 | trl0 1.925e+00 | nm 9.443e+01 | nmx 1.390e-01 | 
+2025-11-24 22:01:55,163 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 093/100 | step 00044/00625 | lr 1.600e-03 | atrl 1.949e+00 | trl0 1.940e+00 | nm 9.443e+01 | nmx 1.400e-01 | 
+2025-11-24 22:01:58,905 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 093/100 | step 00045/00625 | lr 1.600e-03 | atrl 1.922e+00 | trl0 1.913e+00 | nm 9.443e+01 | nmx 1.410e-01 | 
+2025-11-24 22:02:02,648 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 093/100 | step 00046/00625 | lr 1.600e-03 | atrl 1.944e+00 | trl0 1.934e+00 | nm 9.443e+01 | nmx 1.419e-01 | 
+2025-11-24 22:02:06,392 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 093/100 | step 00047/00625 | lr 1.600e-03 | atrl 1.930e+00 | trl0 1.919e+00 | nm 9.443e+01 | nmx 1.428e-01 | 
+2025-11-24 22:02:10,134 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 093/100 | step 00048/00625 | lr 1.600e-03 | atrl 1.928e+00 | trl0 1.917e+00 | nm 9.443e+01 | nmx 1.436e-01 | 
+2025-11-24 22:02:13,878 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 093/100 | step 00049/00625 | lr 1.600e-03 | atrl 1.954e+00 | trl0 1.941e+00 | nm 9.443e+01 | nmx 1.444e-01 | 
+2025-11-24 22:02:14,248 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 22:02:14,249 | INFO | Starting LR test 4/5: lr=0.8000
+2025-11-24 22:02:14,249 | INFO | Starting EoS for LR factor 0.8000
+2025-11-24 22:02:14,249 | INFO | Starting EoS for checkpoint 92
+2025-11-24 22:02:14,249 | INFO | Starting EoS for model resnet50
+2025-11-24 22:02:14,632 | INFO | Model state successfully loaded
+2025-11-24 22:02:15,011 | INFO | Wrapped model with DDP
+2025-11-24 22:02:15,014 | INFO | Current learning rate: 0.0012800000000000003
+2025-11-24 22:02:15,014 | INFO | Original learning rate: 0.0016000000000000005
+2025-11-24 22:02:15,019 | INFO | 🎯 Momentum Information:
+2025-11-24 22:02:15,019 | INFO |   Extracted vectors: 161
+2025-11-24 22:02:15,019 | INFO |   Has momentum state: True
+2025-11-24 22:02:22,403 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 093/100 | step 00000/00625 | lr 1.280e-03 | atrl 1.903e+00 | trl0 1.903e+00 | nm 9.443e+01 | nmx 5.583e-03 | 
+2025-11-24 22:02:26,146 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 093/100 | step 00001/00625 | lr 1.280e-03 | atrl 1.850e+00 | trl0 1.850e+00 | nm 9.443e+01 | nmx 1.084e-02 | 
+2025-11-24 22:02:29,889 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 093/100 | step 00002/00625 | lr 1.280e-03 | atrl 1.956e+00 | trl0 1.956e+00 | nm 9.443e+01 | nmx 1.593e-02 | 
+2025-11-24 22:02:33,631 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 093/100 | step 00003/00625 | lr 1.280e-03 | atrl 1.862e+00 | trl0 1.862e+00 | nm 9.443e+01 | nmx 2.085e-02 | 
+2025-11-24 22:02:37,372 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 093/100 | step 00004/00625 | lr 1.280e-03 | atrl 1.915e+00 | trl0 1.915e+00 | nm 9.443e+01 | nmx 2.558e-02 | 
+2025-11-24 22:02:41,114 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 093/100 | step 00005/00625 | lr 1.280e-03 | atrl 1.911e+00 | trl0 1.911e+00 | nm 9.443e+01 | nmx 3.013e-02 | 
+2025-11-24 22:02:44,855 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 093/100 | step 00006/00625 | lr 1.280e-03 | atrl 1.892e+00 | trl0 1.891e+00 | nm 9.443e+01 | nmx 3.446e-02 | 
+2025-11-24 22:02:48,597 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 093/100 | step 00007/00625 | lr 1.280e-03 | atrl 1.868e+00 | trl0 1.866e+00 | nm 9.443e+01 | nmx 3.861e-02 | 
+2025-11-24 22:02:52,341 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 093/100 | step 00008/00625 | lr 1.280e-03 | atrl 1.944e+00 | trl0 1.944e+00 | nm 9.443e+01 | nmx 4.259e-02 | 
+2025-11-24 22:02:56,083 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 093/100 | step 00009/00625 | lr 1.280e-03 | atrl 1.912e+00 | trl0 1.913e+00 | nm 9.443e+01 | nmx 4.645e-02 | 
+2025-11-24 22:02:59,826 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 093/100 | step 00010/00625 | lr 1.280e-03 | atrl 1.922e+00 | trl0 1.921e+00 | nm 9.443e+01 | nmx 5.017e-02 | 
+2025-11-24 22:03:03,569 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 093/100 | step 00011/00625 | lr 1.280e-03 | atrl 1.898e+00 | trl0 1.897e+00 | nm 9.443e+01 | nmx 5.373e-02 | 
+2025-11-24 22:03:07,310 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 093/100 | step 00012/00625 | lr 1.280e-03 | atrl 1.921e+00 | trl0 1.920e+00 | nm 9.443e+01 | nmx 5.715e-02 | 
+2025-11-24 22:03:11,052 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 093/100 | step 00013/00625 | lr 1.280e-03 | atrl 1.887e+00 | trl0 1.886e+00 | nm 9.443e+01 | nmx 6.044e-02 | 
+2025-11-24 22:03:14,794 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 093/100 | step 00014/00625 | lr 1.280e-03 | atrl 1.915e+00 | trl0 1.913e+00 | nm 9.443e+01 | nmx 6.359e-02 | 
+2025-11-24 22:03:18,537 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 093/100 | step 00015/00625 | lr 1.280e-03 | atrl 1.915e+00 | trl0 1.914e+00 | nm 9.443e+01 | nmx 6.663e-02 | 
+2025-11-24 22:03:22,278 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 093/100 | step 00016/00625 | lr 1.280e-03 | atrl 1.933e+00 | trl0 1.930e+00 | nm 9.443e+01 | nmx 6.953e-02 | 
+2025-11-24 22:03:26,020 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 093/100 | step 00017/00625 | lr 1.280e-03 | atrl 1.893e+00 | trl0 1.892e+00 | nm 9.443e+01 | nmx 7.233e-02 | 
+2025-11-24 22:03:29,762 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 093/100 | step 00018/00625 | lr 1.280e-03 | atrl 1.920e+00 | trl0 1.918e+00 | nm 9.443e+01 | nmx 7.504e-02 | 
+2025-11-24 22:03:33,506 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 093/100 | step 00019/00625 | lr 1.280e-03 | atrl 1.933e+00 | trl0 1.930e+00 | nm 9.443e+01 | nmx 7.764e-02 | 
+2025-11-24 22:03:37,248 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 093/100 | step 00020/00625 | lr 1.280e-03 | atrl 1.885e+00 | trl0 1.882e+00 | nm 9.443e+01 | nmx 8.013e-02 | 
+2025-11-24 22:03:40,990 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 093/100 | step 00021/00625 | lr 1.280e-03 | atrl 1.890e+00 | trl0 1.886e+00 | nm 9.443e+01 | nmx 8.250e-02 | 
+2025-11-24 22:03:44,732 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 093/100 | step 00022/00625 | lr 1.280e-03 | atrl 1.982e+00 | trl0 1.980e+00 | nm 9.443e+01 | nmx 8.479e-02 | 
+2025-11-24 22:03:48,475 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 093/100 | step 00023/00625 | lr 1.280e-03 | atrl 1.899e+00 | trl0 1.895e+00 | nm 9.443e+01 | nmx 8.698e-02 | 
+2025-11-24 22:03:52,215 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 093/100 | step 00024/00625 | lr 1.280e-03 | atrl 1.954e+00 | trl0 1.951e+00 | nm 9.443e+01 | nmx 8.909e-02 | 
+2025-11-24 22:03:55,958 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 093/100 | step 00025/00625 | lr 1.280e-03 | atrl 1.953e+00 | trl0 1.949e+00 | nm 9.443e+01 | nmx 9.112e-02 | 
+2025-11-24 22:03:59,701 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 093/100 | step 00026/00625 | lr 1.280e-03 | atrl 1.943e+00 | trl0 1.941e+00 | nm 9.443e+01 | nmx 9.309e-02 | 
+2025-11-24 22:04:03,442 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 093/100 | step 00027/00625 | lr 1.280e-03 | atrl 1.918e+00 | trl0 1.913e+00 | nm 9.443e+01 | nmx 9.497e-02 | 
+2025-11-24 22:04:07,185 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 093/100 | step 00028/00625 | lr 1.280e-03 | atrl 1.871e+00 | trl0 1.866e+00 | nm 9.443e+01 | nmx 9.678e-02 | 
+2025-11-24 22:04:10,928 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 093/100 | step 00029/00625 | lr 1.280e-03 | atrl 1.903e+00 | trl0 1.898e+00 | nm 9.443e+01 | nmx 9.852e-02 | 
+2025-11-24 22:04:14,671 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 093/100 | step 00030/00625 | lr 1.280e-03 | atrl 1.910e+00 | trl0 1.905e+00 | nm 9.443e+01 | nmx 1.002e-01 | 
+2025-11-24 22:04:18,412 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 093/100 | step 00031/00625 | lr 1.280e-03 | atrl 1.903e+00 | trl0 1.897e+00 | nm 9.443e+01 | nmx 1.018e-01 | 
+2025-11-24 22:04:22,154 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 093/100 | step 00032/00625 | lr 1.280e-03 | atrl 1.903e+00 | trl0 1.898e+00 | nm 9.443e+01 | nmx 1.033e-01 | 
+2025-11-24 22:04:25,896 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 093/100 | step 00033/00625 | lr 1.280e-03 | atrl 1.957e+00 | trl0 1.951e+00 | nm 9.443e+01 | nmx 1.048e-01 | 
+2025-11-24 22:04:29,639 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 093/100 | step 00034/00625 | lr 1.280e-03 | atrl 1.904e+00 | trl0 1.900e+00 | nm 9.443e+01 | nmx 1.062e-01 | 
+2025-11-24 22:04:33,383 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 093/100 | step 00035/00625 | lr 1.280e-03 | atrl 1.896e+00 | trl0 1.890e+00 | nm 9.443e+01 | nmx 1.075e-01 | 
+2025-11-24 22:04:37,124 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 093/100 | step 00036/00625 | lr 1.280e-03 | atrl 1.900e+00 | trl0 1.895e+00 | nm 9.443e+01 | nmx 1.089e-01 | 
+2025-11-24 22:04:40,866 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 093/100 | step 00037/00625 | lr 1.280e-03 | atrl 1.926e+00 | trl0 1.920e+00 | nm 9.443e+01 | nmx 1.101e-01 | 
+2025-11-24 22:04:44,609 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 093/100 | step 00038/00625 | lr 1.280e-03 | atrl 1.899e+00 | trl0 1.895e+00 | nm 9.443e+01 | nmx 1.113e-01 | 
+2025-11-24 22:04:48,351 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 093/100 | step 00039/00625 | lr 1.280e-03 | atrl 1.898e+00 | trl0 1.893e+00 | nm 9.443e+01 | nmx 1.125e-01 | 
+2025-11-24 22:04:52,094 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 093/100 | step 00040/00625 | lr 1.280e-03 | atrl 1.864e+00 | trl0 1.858e+00 | nm 9.443e+01 | nmx 1.137e-01 | 
+2025-11-24 22:04:55,837 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 093/100 | step 00041/00625 | lr 1.280e-03 | atrl 1.923e+00 | trl0 1.918e+00 | nm 9.443e+01 | nmx 1.148e-01 | 
+2025-11-24 22:04:59,579 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 093/100 | step 00042/00625 | lr 1.280e-03 | atrl 1.930e+00 | trl0 1.925e+00 | nm 9.443e+01 | nmx 1.159e-01 | 
+2025-11-24 22:05:03,321 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 093/100 | step 00043/00625 | lr 1.280e-03 | atrl 1.930e+00 | trl0 1.925e+00 | nm 9.443e+01 | nmx 1.169e-01 | 
+2025-11-24 22:05:07,064 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 093/100 | step 00044/00625 | lr 1.280e-03 | atrl 1.945e+00 | trl0 1.940e+00 | nm 9.443e+01 | nmx 1.179e-01 | 
+2025-11-24 22:05:10,804 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 093/100 | step 00045/00625 | lr 1.280e-03 | atrl 1.919e+00 | trl0 1.913e+00 | nm 9.443e+01 | nmx 1.189e-01 | 
+2025-11-24 22:05:14,546 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 093/100 | step 00046/00625 | lr 1.280e-03 | atrl 1.941e+00 | trl0 1.934e+00 | nm 9.443e+01 | nmx 1.198e-01 | 
+2025-11-24 22:05:18,287 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 093/100 | step 00047/00625 | lr 1.280e-03 | atrl 1.926e+00 | trl0 1.919e+00 | nm 9.443e+01 | nmx 1.207e-01 | 
+2025-11-24 22:05:22,031 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 093/100 | step 00048/00625 | lr 1.280e-03 | atrl 1.925e+00 | trl0 1.917e+00 | nm 9.443e+01 | nmx 1.216e-01 | 
+2025-11-24 22:05:25,770 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 093/100 | step 00049/00625 | lr 1.280e-03 | atrl 1.951e+00 | trl0 1.941e+00 | nm 9.443e+01 | nmx 1.224e-01 | 
+2025-11-24 22:05:26,145 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 22:05:26,146 | INFO | Starting LR test 5/5: lr=0.6000
+2025-11-24 22:05:26,146 | INFO | Starting EoS for LR factor 0.6000
+2025-11-24 22:05:26,146 | INFO | Starting EoS for checkpoint 92
+2025-11-24 22:05:26,146 | INFO | Starting EoS for model resnet50
+2025-11-24 22:05:26,537 | INFO | Model state successfully loaded
+2025-11-24 22:05:26,919 | INFO | Wrapped model with DDP
+2025-11-24 22:05:26,921 | INFO | Current learning rate: 0.0009600000000000002
+2025-11-24 22:05:26,921 | INFO | Original learning rate: 0.0016000000000000005
+2025-11-24 22:05:26,924 | INFO | 🎯 Momentum Information:
+2025-11-24 22:05:26,925 | INFO |   Extracted vectors: 161
+2025-11-24 22:05:26,925 | INFO |   Has momentum state: True
+2025-11-24 22:05:34,385 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 093/100 | step 00000/00625 | lr 9.600e-04 | atrl 1.903e+00 | trl0 1.903e+00 | nm 9.443e+01 | nmx 4.188e-03 | 
+2025-11-24 22:05:38,127 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 093/100 | step 00001/00625 | lr 9.600e-04 | atrl 1.850e+00 | trl0 1.850e+00 | nm 9.443e+01 | nmx 8.130e-03 | 
+2025-11-24 22:05:41,869 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 093/100 | step 00002/00625 | lr 9.600e-04 | atrl 1.956e+00 | trl0 1.956e+00 | nm 9.443e+01 | nmx 1.195e-02 | 
+2025-11-24 22:05:45,612 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 093/100 | step 00003/00625 | lr 9.600e-04 | atrl 1.862e+00 | trl0 1.862e+00 | nm 9.443e+01 | nmx 1.565e-02 | 
+2025-11-24 22:05:49,353 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 093/100 | step 00004/00625 | lr 9.600e-04 | atrl 1.915e+00 | trl0 1.915e+00 | nm 9.443e+01 | nmx 1.922e-02 | 
+2025-11-24 22:05:53,094 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 093/100 | step 00005/00625 | lr 9.600e-04 | atrl 1.910e+00 | trl0 1.911e+00 | nm 9.443e+01 | nmx 2.266e-02 | 
+2025-11-24 22:05:56,838 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 093/100 | step 00006/00625 | lr 9.600e-04 | atrl 1.891e+00 | trl0 1.891e+00 | nm 9.443e+01 | nmx 2.594e-02 | 
+2025-11-24 22:06:00,580 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 093/100 | step 00007/00625 | lr 9.600e-04 | atrl 1.867e+00 | trl0 1.866e+00 | nm 9.443e+01 | nmx 2.909e-02 | 
+2025-11-24 22:06:04,325 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 093/100 | step 00008/00625 | lr 9.600e-04 | atrl 1.944e+00 | trl0 1.944e+00 | nm 9.443e+01 | nmx 3.212e-02 | 
+2025-11-24 22:06:08,067 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 093/100 | step 00009/00625 | lr 9.600e-04 | atrl 1.912e+00 | trl0 1.913e+00 | nm 9.443e+01 | nmx 3.507e-02 | 
+2025-11-24 22:06:11,810 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 093/100 | step 00010/00625 | lr 9.600e-04 | atrl 1.922e+00 | trl0 1.921e+00 | nm 9.443e+01 | nmx 3.792e-02 | 
+2025-11-24 22:06:15,553 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 093/100 | step 00011/00625 | lr 9.600e-04 | atrl 1.897e+00 | trl0 1.897e+00 | nm 9.443e+01 | nmx 4.066e-02 | 
+2025-11-24 22:06:19,295 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 093/100 | step 00012/00625 | lr 9.600e-04 | atrl 1.920e+00 | trl0 1.920e+00 | nm 9.443e+01 | nmx 4.331e-02 | 
+2025-11-24 22:06:23,037 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 093/100 | step 00013/00625 | lr 9.600e-04 | atrl 1.887e+00 | trl0 1.886e+00 | nm 9.443e+01 | nmx 4.585e-02 | 
+2025-11-24 22:06:26,778 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 093/100 | step 00014/00625 | lr 9.600e-04 | atrl 1.914e+00 | trl0 1.913e+00 | nm 9.443e+01 | nmx 4.830e-02 | 
+2025-11-24 22:06:30,520 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 093/100 | step 00015/00625 | lr 9.600e-04 | atrl 1.914e+00 | trl0 1.914e+00 | nm 9.443e+01 | nmx 5.068e-02 | 
+2025-11-24 22:06:34,262 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 093/100 | step 00016/00625 | lr 9.600e-04 | atrl 1.932e+00 | trl0 1.930e+00 | nm 9.443e+01 | nmx 5.295e-02 | 
+2025-11-24 22:06:38,005 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 093/100 | step 00017/00625 | lr 9.600e-04 | atrl 1.892e+00 | trl0 1.892e+00 | nm 9.443e+01 | nmx 5.516e-02 | 
+2025-11-24 22:06:41,747 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 093/100 | step 00018/00625 | lr 9.600e-04 | atrl 1.919e+00 | trl0 1.918e+00 | nm 9.443e+01 | nmx 5.731e-02 | 
+2025-11-24 22:06:45,489 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 093/100 | step 00019/00625 | lr 9.600e-04 | atrl 1.931e+00 | trl0 1.930e+00 | nm 9.443e+01 | nmx 5.937e-02 | 
+2025-11-24 22:06:49,231 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 093/100 | step 00020/00625 | lr 9.600e-04 | atrl 1.883e+00 | trl0 1.882e+00 | nm 9.443e+01 | nmx 6.137e-02 | 
+2025-11-24 22:06:52,973 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 093/100 | step 00021/00625 | lr 9.600e-04 | atrl 1.889e+00 | trl0 1.886e+00 | nm 9.443e+01 | nmx 6.327e-02 | 
+2025-11-24 22:06:56,714 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 093/100 | step 00022/00625 | lr 9.600e-04 | atrl 1.981e+00 | trl0 1.980e+00 | nm 9.443e+01 | nmx 6.512e-02 | 
+2025-11-24 22:07:00,457 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 093/100 | step 00023/00625 | lr 9.600e-04 | atrl 1.897e+00 | trl0 1.895e+00 | nm 9.443e+01 | nmx 6.690e-02 | 
+2025-11-24 22:07:04,198 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 093/100 | step 00024/00625 | lr 9.600e-04 | atrl 1.952e+00 | trl0 1.951e+00 | nm 9.443e+01 | nmx 6.862e-02 | 
+2025-11-24 22:07:07,946 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 093/100 | step 00025/00625 | lr 9.600e-04 | atrl 1.951e+00 | trl0 1.949e+00 | nm 9.443e+01 | nmx 7.028e-02 | 
+2025-11-24 22:07:11,691 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 093/100 | step 00026/00625 | lr 9.600e-04 | atrl 1.942e+00 | trl0 1.941e+00 | nm 9.443e+01 | nmx 7.190e-02 | 
+2025-11-24 22:07:15,433 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 093/100 | step 00027/00625 | lr 9.600e-04 | atrl 1.916e+00 | trl0 1.913e+00 | nm 9.443e+01 | nmx 7.345e-02 | 
+2025-11-24 22:07:19,175 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 093/100 | step 00028/00625 | lr 9.600e-04 | atrl 1.869e+00 | trl0 1.866e+00 | nm 9.443e+01 | nmx 7.495e-02 | 
+2025-11-24 22:07:22,917 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 093/100 | step 00029/00625 | lr 9.600e-04 | atrl 1.901e+00 | trl0 1.898e+00 | nm 9.443e+01 | nmx 7.641e-02 | 
+2025-11-24 22:07:26,661 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 093/100 | step 00030/00625 | lr 9.600e-04 | atrl 1.908e+00 | trl0 1.905e+00 | nm 9.443e+01 | nmx 7.781e-02 | 
+2025-11-24 22:07:30,403 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 093/100 | step 00031/00625 | lr 9.600e-04 | atrl 1.901e+00 | trl0 1.897e+00 | nm 9.443e+01 | nmx 7.915e-02 | 
+2025-11-24 22:07:34,143 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 093/100 | step 00032/00625 | lr 9.600e-04 | atrl 1.901e+00 | trl0 1.898e+00 | nm 9.443e+01 | nmx 8.045e-02 | 
+2025-11-24 22:07:37,885 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 093/100 | step 00033/00625 | lr 9.600e-04 | atrl 1.954e+00 | trl0 1.951e+00 | nm 9.443e+01 | nmx 8.170e-02 | 
+2025-11-24 22:07:41,628 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 093/100 | step 00034/00625 | lr 9.600e-04 | atrl 1.902e+00 | trl0 1.900e+00 | nm 9.443e+01 | nmx 8.291e-02 | 
+2025-11-24 22:07:45,371 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 093/100 | step 00035/00625 | lr 9.600e-04 | atrl 1.893e+00 | trl0 1.890e+00 | nm 9.443e+01 | nmx 8.409e-02 | 
+2025-11-24 22:07:49,112 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 093/100 | step 00036/00625 | lr 9.600e-04 | atrl 1.898e+00 | trl0 1.895e+00 | nm 9.443e+01 | nmx 8.523e-02 | 
+2025-11-24 22:07:52,854 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 093/100 | step 00037/00625 | lr 9.600e-04 | atrl 1.923e+00 | trl0 1.920e+00 | nm 9.443e+01 | nmx 8.633e-02 | 
+2025-11-24 22:07:56,596 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 093/100 | step 00038/00625 | lr 9.600e-04 | atrl 1.897e+00 | trl0 1.895e+00 | nm 9.443e+01 | nmx 8.741e-02 | 
+2025-11-24 22:08:00,338 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 093/100 | step 00039/00625 | lr 9.600e-04 | atrl 1.896e+00 | trl0 1.893e+00 | nm 9.443e+01 | nmx 8.847e-02 | 
+2025-11-24 22:08:04,081 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 093/100 | step 00040/00625 | lr 9.600e-04 | atrl 1.862e+00 | trl0 1.858e+00 | nm 9.443e+01 | nmx 8.949e-02 | 
+2025-11-24 22:08:07,824 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 093/100 | step 00041/00625 | lr 9.600e-04 | atrl 1.921e+00 | trl0 1.918e+00 | nm 9.443e+01 | nmx 9.049e-02 | 
+2025-11-24 22:08:11,567 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 093/100 | step 00042/00625 | lr 9.600e-04 | atrl 1.928e+00 | trl0 1.925e+00 | nm 9.443e+01 | nmx 9.146e-02 | 
+2025-11-24 22:08:15,310 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 093/100 | step 00043/00625 | lr 9.600e-04 | atrl 1.928e+00 | trl0 1.925e+00 | nm 9.443e+01 | nmx 9.242e-02 | 
+2025-11-24 22:08:19,052 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 093/100 | step 00044/00625 | lr 9.600e-04 | atrl 1.943e+00 | trl0 1.940e+00 | nm 9.443e+01 | nmx 9.335e-02 | 
+2025-11-24 22:08:22,793 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 093/100 | step 00045/00625 | lr 9.600e-04 | atrl 1.916e+00 | trl0 1.913e+00 | nm 9.443e+01 | nmx 9.426e-02 | 
+2025-11-24 22:08:26,534 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 093/100 | step 00046/00625 | lr 9.600e-04 | atrl 1.938e+00 | trl0 1.934e+00 | nm 9.443e+01 | nmx 9.513e-02 | 
+2025-11-24 22:08:30,275 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 093/100 | step 00047/00625 | lr 9.600e-04 | atrl 1.923e+00 | trl0 1.919e+00 | nm 9.443e+01 | nmx 9.597e-02 | 
+2025-11-24 22:08:34,016 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 093/100 | step 00048/00625 | lr 9.600e-04 | atrl 1.922e+00 | trl0 1.917e+00 | nm 9.443e+01 | nmx 9.678e-02 | 
+2025-11-24 22:08:37,757 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 093/100 | step 00049/00625 | lr 9.600e-04 | atrl 1.948e+00 | trl0 1.941e+00 | nm 9.443e+01 | nmx 9.753e-02 | 
diff --git a/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-96/train.jsonl b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-96/train.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..73559b51e18bd83006e71cc1216570769a99795c
--- /dev/null
+++ b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-96/train.jsonl
@@ -0,0 +1,250 @@
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diff --git a/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-96/train.log b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-96/train.log
new file mode 100644
index 0000000000000000000000000000000000000000..53ecefc24d5a0a4b47bac891c75dc662631e3ba5
--- /dev/null
+++ b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-96/train.log
@@ -0,0 +1,311 @@
+2025-11-24 22:08:50,854 | INFO | LR factors: [1.4 1.2 1.  0.8 0.6]
+2025-11-24 22:08:53,077 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 22:08:53,077 | INFO | Starting LR test 1/5: lr=1.4000
+2025-11-24 22:08:53,077 | INFO | Starting EoS for LR factor 1.4000
+2025-11-24 22:08:53,077 | INFO | Starting EoS for checkpoint 96
+2025-11-24 22:08:53,077 | INFO | Starting EoS for model resnet50
+2025-11-24 22:08:53,445 | INFO | Model state successfully loaded
+2025-11-24 22:08:54,975 | INFO | Wrapped model with DDP
+2025-11-24 22:08:54,977 | INFO | Current learning rate: 0.0022400000000000007
+2025-11-24 22:08:54,977 | INFO | Original learning rate: 0.0016000000000000005
+2025-11-24 22:08:55,001 | INFO | 🎯 Momentum Information:
+2025-11-24 22:08:55,001 | INFO |   Extracted vectors: 161
+2025-11-24 22:08:55,001 | INFO |   Has momentum state: True
+2025-11-24 22:09:04,023 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 097/100 | step 00000/00625 | lr 2.240e-03 | atrl 1.917e+00 | trl0 1.917e+00 | nm 9.416e+01 | nmx 9.974e-03 | 
+2025-11-24 22:09:07,849 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 097/100 | step 00001/00625 | lr 2.240e-03 | atrl 1.889e+00 | trl0 1.889e+00 | nm 9.416e+01 | nmx 1.940e-02 | 
+2025-11-24 22:09:11,589 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 097/100 | step 00002/00625 | lr 2.240e-03 | atrl 1.905e+00 | trl0 1.905e+00 | nm 9.416e+01 | nmx 2.849e-02 | 
+2025-11-24 22:09:15,327 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 097/100 | step 00003/00625 | lr 2.240e-03 | atrl 1.937e+00 | trl0 1.936e+00 | nm 9.416e+01 | nmx 3.722e-02 | 
+2025-11-24 22:09:19,072 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 097/100 | step 00004/00625 | lr 2.240e-03 | atrl 1.902e+00 | trl0 1.902e+00 | nm 9.416e+01 | nmx 4.561e-02 | 
+2025-11-24 22:09:22,812 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 097/100 | step 00005/00625 | lr 2.240e-03 | atrl 1.875e+00 | trl0 1.874e+00 | nm 9.416e+01 | nmx 5.362e-02 | 
+2025-11-24 22:09:26,554 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 097/100 | step 00006/00625 | lr 2.240e-03 | atrl 1.920e+00 | trl0 1.918e+00 | nm 9.416e+01 | nmx 6.127e-02 | 
+2025-11-24 22:09:30,294 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 097/100 | step 00007/00625 | lr 2.240e-03 | atrl 1.900e+00 | trl0 1.897e+00 | nm 9.416e+01 | nmx 6.852e-02 | 
+2025-11-24 22:09:34,036 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 097/100 | step 00008/00625 | lr 2.240e-03 | atrl 1.946e+00 | trl0 1.943e+00 | nm 9.416e+01 | nmx 7.540e-02 | 
+2025-11-24 22:09:37,775 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 097/100 | step 00009/00625 | lr 2.240e-03 | atrl 1.897e+00 | trl0 1.893e+00 | nm 9.416e+01 | nmx 8.191e-02 | 
+2025-11-24 22:09:41,515 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 097/100 | step 00010/00625 | lr 2.240e-03 | atrl 1.953e+00 | trl0 1.950e+00 | nm 9.416e+01 | nmx 8.810e-02 | 
+2025-11-24 22:09:45,256 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 097/100 | step 00011/00625 | lr 2.240e-03 | atrl 1.894e+00 | trl0 1.889e+00 | nm 9.416e+01 | nmx 9.397e-02 | 
+2025-11-24 22:09:49,000 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 097/100 | step 00012/00625 | lr 2.240e-03 | atrl 1.938e+00 | trl0 1.934e+00 | nm 9.416e+01 | nmx 9.955e-02 | 
+2025-11-24 22:09:52,743 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 097/100 | step 00013/00625 | lr 2.240e-03 | atrl 1.927e+00 | trl0 1.920e+00 | nm 9.416e+01 | nmx 1.048e-01 | 
+2025-11-24 22:09:56,485 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 097/100 | step 00014/00625 | lr 2.240e-03 | atrl 1.947e+00 | trl0 1.940e+00 | nm 9.416e+01 | nmx 1.098e-01 | 
+2025-11-24 22:10:00,226 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 097/100 | step 00015/00625 | lr 2.240e-03 | atrl 1.883e+00 | trl0 1.876e+00 | nm 9.416e+01 | nmx 1.146e-01 | 
+2025-11-24 22:10:03,968 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 097/100 | step 00016/00625 | lr 2.240e-03 | atrl 1.824e+00 | trl0 1.816e+00 | nm 9.416e+01 | nmx 1.191e-01 | 
+2025-11-24 22:10:07,707 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 097/100 | step 00017/00625 | lr 2.240e-03 | atrl 1.879e+00 | trl0 1.870e+00 | nm 9.416e+01 | nmx 1.234e-01 | 
+2025-11-24 22:10:11,453 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 097/100 | step 00018/00625 | lr 2.240e-03 | atrl 1.935e+00 | trl0 1.927e+00 | nm 9.416e+01 | nmx 1.275e-01 | 
+2025-11-24 22:10:15,198 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 097/100 | step 00019/00625 | lr 2.240e-03 | atrl 1.891e+00 | trl0 1.884e+00 | nm 9.416e+01 | nmx 1.314e-01 | 
+2025-11-24 22:10:18,943 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 097/100 | step 00020/00625 | lr 2.240e-03 | atrl 1.900e+00 | trl0 1.894e+00 | nm 9.416e+01 | nmx 1.351e-01 | 
+2025-11-24 22:10:22,688 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 097/100 | step 00021/00625 | lr 2.240e-03 | atrl 1.949e+00 | trl0 1.942e+00 | nm 9.416e+01 | nmx 1.387e-01 | 
+2025-11-24 22:10:26,432 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 097/100 | step 00022/00625 | lr 2.240e-03 | atrl 1.977e+00 | trl0 1.970e+00 | nm 9.416e+01 | nmx 1.421e-01 | 
+2025-11-24 22:10:30,177 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 097/100 | step 00023/00625 | lr 2.240e-03 | atrl 1.912e+00 | trl0 1.902e+00 | nm 9.416e+01 | nmx 1.454e-01 | 
+2025-11-24 22:10:33,918 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 097/100 | step 00024/00625 | lr 2.240e-03 | atrl 1.951e+00 | trl0 1.939e+00 | nm 9.416e+01 | nmx 1.485e-01 | 
+2025-11-24 22:10:37,663 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 097/100 | step 00025/00625 | lr 2.240e-03 | atrl 1.901e+00 | trl0 1.889e+00 | nm 9.416e+01 | nmx 1.514e-01 | 
+2025-11-24 22:10:41,405 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 097/100 | step 00026/00625 | lr 2.240e-03 | atrl 1.940e+00 | trl0 1.930e+00 | nm 9.416e+01 | nmx 1.541e-01 | 
+2025-11-24 22:10:45,145 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 097/100 | step 00027/00625 | lr 2.240e-03 | atrl 1.898e+00 | trl0 1.885e+00 | nm 9.416e+01 | nmx 1.567e-01 | 
+2025-11-24 22:10:48,889 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 097/100 | step 00028/00625 | lr 2.240e-03 | atrl 1.973e+00 | trl0 1.960e+00 | nm 9.416e+01 | nmx 1.591e-01 | 
+2025-11-24 22:10:52,633 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 097/100 | step 00029/00625 | lr 2.240e-03 | atrl 1.924e+00 | trl0 1.909e+00 | nm 9.416e+01 | nmx 1.613e-01 | 
+2025-11-24 22:10:56,378 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 097/100 | step 00030/00625 | lr 2.240e-03 | atrl 1.971e+00 | trl0 1.962e+00 | nm 9.416e+01 | nmx 1.635e-01 | 
+2025-11-24 22:11:00,122 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 097/100 | step 00031/00625 | lr 2.240e-03 | atrl 1.936e+00 | trl0 1.921e+00 | nm 9.416e+01 | nmx 1.655e-01 | 
+2025-11-24 22:11:03,863 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 097/100 | step 00032/00625 | lr 2.240e-03 | atrl 1.880e+00 | trl0 1.865e+00 | nm 9.416e+01 | nmx 1.674e-01 | 
+2025-11-24 22:11:07,606 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 097/100 | step 00033/00625 | lr 2.240e-03 | atrl 1.923e+00 | trl0 1.907e+00 | nm 9.416e+01 | nmx 1.691e-01 | 
+2025-11-24 22:11:11,345 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 097/100 | step 00034/00625 | lr 2.240e-03 | atrl 1.907e+00 | trl0 1.891e+00 | nm 9.416e+01 | nmx 1.707e-01 | 
+2025-11-24 22:11:15,085 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 097/100 | step 00035/00625 | lr 2.240e-03 | atrl 1.882e+00 | trl0 1.866e+00 | nm 9.416e+01 | nmx 1.722e-01 | 
+2025-11-24 22:11:18,829 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 097/100 | step 00036/00625 | lr 2.240e-03 | atrl 1.984e+00 | trl0 1.970e+00 | nm 9.416e+01 | nmx 1.736e-01 | 
+2025-11-24 22:11:22,574 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 097/100 | step 00037/00625 | lr 2.240e-03 | atrl 1.956e+00 | trl0 1.939e+00 | nm 9.416e+01 | nmx 1.748e-01 | 
+2025-11-24 22:11:26,318 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 097/100 | step 00038/00625 | lr 2.240e-03 | atrl 1.926e+00 | trl0 1.912e+00 | nm 9.416e+01 | nmx 1.761e-01 | 
+2025-11-24 22:11:30,062 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 097/100 | step 00039/00625 | lr 2.240e-03 | atrl 1.893e+00 | trl0 1.877e+00 | nm 9.416e+01 | nmx 1.773e-01 | 
+2025-11-24 22:11:33,805 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 097/100 | step 00040/00625 | lr 2.240e-03 | atrl 1.923e+00 | trl0 1.908e+00 | nm 9.416e+01 | nmx 1.784e-01 | 
+2025-11-24 22:11:37,549 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 097/100 | step 00041/00625 | lr 2.240e-03 | atrl 1.903e+00 | trl0 1.886e+00 | nm 9.416e+01 | nmx 1.794e-01 | 
+2025-11-24 22:11:41,294 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 097/100 | step 00042/00625 | lr 2.240e-03 | atrl 1.947e+00 | trl0 1.931e+00 | nm 9.416e+01 | nmx 1.804e-01 | 
+2025-11-24 22:11:45,039 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 097/100 | step 00043/00625 | lr 2.240e-03 | atrl 1.940e+00 | trl0 1.923e+00 | nm 9.416e+01 | nmx 1.813e-01 | 
+2025-11-24 22:11:48,785 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 097/100 | step 00044/00625 | lr 2.240e-03 | atrl 1.978e+00 | trl0 1.963e+00 | nm 9.416e+01 | nmx 1.822e-01 | 
+2025-11-24 22:11:52,527 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 097/100 | step 00045/00625 | lr 2.240e-03 | atrl 1.925e+00 | trl0 1.907e+00 | nm 9.416e+01 | nmx 1.830e-01 | 
+2025-11-24 22:11:56,270 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 097/100 | step 00046/00625 | lr 2.240e-03 | atrl 1.917e+00 | trl0 1.901e+00 | nm 9.416e+01 | nmx 1.838e-01 | 
+2025-11-24 22:12:00,011 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 097/100 | step 00047/00625 | lr 2.240e-03 | atrl 1.895e+00 | trl0 1.876e+00 | nm 9.416e+01 | nmx 1.844e-01 | 
+2025-11-24 22:12:03,754 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 097/100 | step 00048/00625 | lr 2.240e-03 | atrl 1.906e+00 | trl0 1.890e+00 | nm 9.416e+01 | nmx 1.851e-01 | 
+2025-11-24 22:12:07,497 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 097/100 | step 00049/00625 | lr 2.240e-03 | atrl 1.937e+00 | trl0 1.918e+00 | nm 9.416e+01 | nmx 1.857e-01 | 
+2025-11-24 22:12:07,834 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 22:12:07,835 | INFO | Starting LR test 2/5: lr=1.2000
+2025-11-24 22:12:07,835 | INFO | Starting EoS for LR factor 1.2000
+2025-11-24 22:12:07,835 | INFO | Starting EoS for checkpoint 96
+2025-11-24 22:12:07,835 | INFO | Starting EoS for model resnet50
+2025-11-24 22:12:08,233 | INFO | Model state successfully loaded
+2025-11-24 22:12:08,468 | INFO | Wrapped model with DDP
+2025-11-24 22:12:08,471 | INFO | Current learning rate: 0.0019200000000000005
+2025-11-24 22:12:08,471 | INFO | Original learning rate: 0.0016000000000000005
+2025-11-24 22:12:08,492 | INFO | 🎯 Momentum Information:
+2025-11-24 22:12:08,492 | INFO |   Extracted vectors: 161
+2025-11-24 22:12:08,492 | INFO |   Has momentum state: True
+2025-11-24 22:12:16,278 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 097/100 | step 00000/00625 | lr 1.920e-03 | atrl 1.917e+00 | trl0 1.917e+00 | nm 9.416e+01 | nmx 8.549e-03 | 
+2025-11-24 22:12:20,019 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 097/100 | step 00001/00625 | lr 1.920e-03 | atrl 1.889e+00 | trl0 1.889e+00 | nm 9.416e+01 | nmx 1.664e-02 | 
+2025-11-24 22:12:23,761 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 097/100 | step 00002/00625 | lr 1.920e-03 | atrl 1.905e+00 | trl0 1.905e+00 | nm 9.416e+01 | nmx 2.444e-02 | 
+2025-11-24 22:12:27,502 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 097/100 | step 00003/00625 | lr 1.920e-03 | atrl 1.936e+00 | trl0 1.936e+00 | nm 9.416e+01 | nmx 3.194e-02 | 
+2025-11-24 22:12:31,243 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 097/100 | step 00004/00625 | lr 1.920e-03 | atrl 1.902e+00 | trl0 1.902e+00 | nm 9.416e+01 | nmx 3.917e-02 | 
+2025-11-24 22:12:34,986 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 097/100 | step 00005/00625 | lr 1.920e-03 | atrl 1.874e+00 | trl0 1.874e+00 | nm 9.416e+01 | nmx 4.609e-02 | 
+2025-11-24 22:12:38,729 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 097/100 | step 00006/00625 | lr 1.920e-03 | atrl 1.919e+00 | trl0 1.918e+00 | nm 9.416e+01 | nmx 5.271e-02 | 
+2025-11-24 22:12:42,474 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 097/100 | step 00007/00625 | lr 1.920e-03 | atrl 1.899e+00 | trl0 1.897e+00 | nm 9.416e+01 | nmx 5.900e-02 | 
+2025-11-24 22:12:46,217 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 097/100 | step 00008/00625 | lr 1.920e-03 | atrl 1.945e+00 | trl0 1.943e+00 | nm 9.416e+01 | nmx 6.499e-02 | 
+2025-11-24 22:12:49,959 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 097/100 | step 00009/00625 | lr 1.920e-03 | atrl 1.896e+00 | trl0 1.893e+00 | nm 9.416e+01 | nmx 7.068e-02 | 
+2025-11-24 22:12:53,702 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 097/100 | step 00010/00625 | lr 1.920e-03 | atrl 1.952e+00 | trl0 1.950e+00 | nm 9.416e+01 | nmx 7.611e-02 | 
+2025-11-24 22:12:57,446 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 097/100 | step 00011/00625 | lr 1.920e-03 | atrl 1.893e+00 | trl0 1.889e+00 | nm 9.416e+01 | nmx 8.126e-02 | 
+2025-11-24 22:13:01,189 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 097/100 | step 00012/00625 | lr 1.920e-03 | atrl 1.937e+00 | trl0 1.934e+00 | nm 9.416e+01 | nmx 8.619e-02 | 
+2025-11-24 22:13:04,930 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 097/100 | step 00013/00625 | lr 1.920e-03 | atrl 1.925e+00 | trl0 1.920e+00 | nm 9.416e+01 | nmx 9.086e-02 | 
+2025-11-24 22:13:08,672 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 097/100 | step 00014/00625 | lr 1.920e-03 | atrl 1.946e+00 | trl0 1.940e+00 | nm 9.416e+01 | nmx 9.529e-02 | 
+2025-11-24 22:13:12,415 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 097/100 | step 00015/00625 | lr 1.920e-03 | atrl 1.881e+00 | trl0 1.876e+00 | nm 9.416e+01 | nmx 9.953e-02 | 
+2025-11-24 22:13:16,158 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 097/100 | step 00016/00625 | lr 1.920e-03 | atrl 1.822e+00 | trl0 1.816e+00 | nm 9.416e+01 | nmx 1.036e-01 | 
+2025-11-24 22:13:19,902 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 097/100 | step 00017/00625 | lr 1.920e-03 | atrl 1.876e+00 | trl0 1.870e+00 | nm 9.416e+01 | nmx 1.074e-01 | 
+2025-11-24 22:13:23,648 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 097/100 | step 00018/00625 | lr 1.920e-03 | atrl 1.933e+00 | trl0 1.927e+00 | nm 9.416e+01 | nmx 1.111e-01 | 
+2025-11-24 22:13:27,395 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 097/100 | step 00019/00625 | lr 1.920e-03 | atrl 1.889e+00 | trl0 1.884e+00 | nm 9.416e+01 | nmx 1.146e-01 | 
+2025-11-24 22:13:31,139 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 097/100 | step 00020/00625 | lr 1.920e-03 | atrl 1.898e+00 | trl0 1.894e+00 | nm 9.416e+01 | nmx 1.180e-01 | 
+2025-11-24 22:13:34,881 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 097/100 | step 00021/00625 | lr 1.920e-03 | atrl 1.948e+00 | trl0 1.942e+00 | nm 9.416e+01 | nmx 1.213e-01 | 
+2025-11-24 22:13:38,623 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 097/100 | step 00022/00625 | lr 1.920e-03 | atrl 1.975e+00 | trl0 1.970e+00 | nm 9.416e+01 | nmx 1.244e-01 | 
+2025-11-24 22:13:42,368 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 097/100 | step 00023/00625 | lr 1.920e-03 | atrl 1.909e+00 | trl0 1.902e+00 | nm 9.416e+01 | nmx 1.275e-01 | 
+2025-11-24 22:13:46,111 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 097/100 | step 00024/00625 | lr 1.920e-03 | atrl 1.948e+00 | trl0 1.939e+00 | nm 9.416e+01 | nmx 1.303e-01 | 
+2025-11-24 22:13:49,854 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 097/100 | step 00025/00625 | lr 1.920e-03 | atrl 1.898e+00 | trl0 1.889e+00 | nm 9.416e+01 | nmx 1.331e-01 | 
+2025-11-24 22:13:53,595 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 097/100 | step 00026/00625 | lr 1.920e-03 | atrl 1.938e+00 | trl0 1.930e+00 | nm 9.416e+01 | nmx 1.356e-01 | 
+2025-11-24 22:13:57,342 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 097/100 | step 00027/00625 | lr 1.920e-03 | atrl 1.895e+00 | trl0 1.885e+00 | nm 9.416e+01 | nmx 1.381e-01 | 
+2025-11-24 22:14:01,088 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 097/100 | step 00028/00625 | lr 1.920e-03 | atrl 1.970e+00 | trl0 1.960e+00 | nm 9.416e+01 | nmx 1.404e-01 | 
+2025-11-24 22:14:04,830 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 097/100 | step 00029/00625 | lr 1.920e-03 | atrl 1.920e+00 | trl0 1.909e+00 | nm 9.416e+01 | nmx 1.426e-01 | 
+2025-11-24 22:14:08,573 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 097/100 | step 00030/00625 | lr 1.920e-03 | atrl 1.968e+00 | trl0 1.962e+00 | nm 9.416e+01 | nmx 1.447e-01 | 
+2025-11-24 22:14:12,317 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 097/100 | step 00031/00625 | lr 1.920e-03 | atrl 1.933e+00 | trl0 1.921e+00 | nm 9.416e+01 | nmx 1.466e-01 | 
+2025-11-24 22:14:16,060 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 097/100 | step 00032/00625 | lr 1.920e-03 | atrl 1.876e+00 | trl0 1.865e+00 | nm 9.416e+01 | nmx 1.485e-01 | 
+2025-11-24 22:14:19,802 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 097/100 | step 00033/00625 | lr 1.920e-03 | atrl 1.919e+00 | trl0 1.907e+00 | nm 9.416e+01 | nmx 1.502e-01 | 
+2025-11-24 22:14:23,546 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 097/100 | step 00034/00625 | lr 1.920e-03 | atrl 1.903e+00 | trl0 1.891e+00 | nm 9.416e+01 | nmx 1.518e-01 | 
+2025-11-24 22:14:27,292 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 097/100 | step 00035/00625 | lr 1.920e-03 | atrl 1.879e+00 | trl0 1.866e+00 | nm 9.416e+01 | nmx 1.533e-01 | 
+2025-11-24 22:14:31,035 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 097/100 | step 00036/00625 | lr 1.920e-03 | atrl 1.981e+00 | trl0 1.970e+00 | nm 9.416e+01 | nmx 1.547e-01 | 
+2025-11-24 22:14:34,782 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 097/100 | step 00037/00625 | lr 1.920e-03 | atrl 1.953e+00 | trl0 1.939e+00 | nm 9.416e+01 | nmx 1.561e-01 | 
+2025-11-24 22:14:38,528 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 097/100 | step 00038/00625 | lr 1.920e-03 | atrl 1.922e+00 | trl0 1.912e+00 | nm 9.416e+01 | nmx 1.573e-01 | 
+2025-11-24 22:14:42,275 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 097/100 | step 00039/00625 | lr 1.920e-03 | atrl 1.890e+00 | trl0 1.877e+00 | nm 9.416e+01 | nmx 1.586e-01 | 
+2025-11-24 22:14:46,022 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 097/100 | step 00040/00625 | lr 1.920e-03 | atrl 1.920e+00 | trl0 1.908e+00 | nm 9.416e+01 | nmx 1.597e-01 | 
+2025-11-24 22:14:49,768 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 097/100 | step 00041/00625 | lr 1.920e-03 | atrl 1.899e+00 | trl0 1.886e+00 | nm 9.416e+01 | nmx 1.609e-01 | 
+2025-11-24 22:14:53,515 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 097/100 | step 00042/00625 | lr 1.920e-03 | atrl 1.943e+00 | trl0 1.931e+00 | nm 9.416e+01 | nmx 1.619e-01 | 
+2025-11-24 22:14:57,262 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 097/100 | step 00043/00625 | lr 1.920e-03 | atrl 1.937e+00 | trl0 1.923e+00 | nm 9.416e+01 | nmx 1.629e-01 | 
+2025-11-24 22:15:01,005 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 097/100 | step 00044/00625 | lr 1.920e-03 | atrl 1.974e+00 | trl0 1.963e+00 | nm 9.416e+01 | nmx 1.639e-01 | 
+2025-11-24 22:15:04,750 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 097/100 | step 00045/00625 | lr 1.920e-03 | atrl 1.922e+00 | trl0 1.907e+00 | nm 9.416e+01 | nmx 1.648e-01 | 
+2025-11-24 22:15:08,495 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 097/100 | step 00046/00625 | lr 1.920e-03 | atrl 1.914e+00 | trl0 1.901e+00 | nm 9.416e+01 | nmx 1.656e-01 | 
+2025-11-24 22:15:12,239 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 097/100 | step 00047/00625 | lr 1.920e-03 | atrl 1.891e+00 | trl0 1.876e+00 | nm 9.416e+01 | nmx 1.664e-01 | 
+2025-11-24 22:15:15,982 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 097/100 | step 00048/00625 | lr 1.920e-03 | atrl 1.902e+00 | trl0 1.890e+00 | nm 9.416e+01 | nmx 1.672e-01 | 
+2025-11-24 22:15:19,725 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 097/100 | step 00049/00625 | lr 1.920e-03 | atrl 1.934e+00 | trl0 1.918e+00 | nm 9.416e+01 | nmx 1.679e-01 | 
+2025-11-24 22:15:20,280 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 22:15:20,281 | INFO | Starting LR test 3/5: lr=1.0000
+2025-11-24 22:15:20,281 | INFO | Starting EoS for LR factor 1.0000
+2025-11-24 22:15:20,281 | INFO | Starting EoS for checkpoint 96
+2025-11-24 22:15:20,281 | INFO | Starting EoS for model resnet50
+2025-11-24 22:15:20,664 | INFO | Model state successfully loaded
+2025-11-24 22:15:20,931 | INFO | Wrapped model with DDP
+2025-11-24 22:15:20,933 | INFO | Current learning rate: 0.0016000000000000005
+2025-11-24 22:15:20,933 | INFO | Original learning rate: 0.0016000000000000005
+2025-11-24 22:15:20,940 | INFO | 🎯 Momentum Information:
+2025-11-24 22:15:20,940 | INFO |   Extracted vectors: 161
+2025-11-24 22:15:20,940 | INFO |   Has momentum state: True
+2025-11-24 22:15:28,460 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 097/100 | step 00000/00625 | lr 1.600e-03 | atrl 1.917e+00 | trl0 1.917e+00 | nm 9.416e+01 | nmx 7.124e-03 | 
+2025-11-24 22:15:32,205 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 097/100 | step 00001/00625 | lr 1.600e-03 | atrl 1.889e+00 | trl0 1.889e+00 | nm 9.416e+01 | nmx 1.387e-02 | 
+2025-11-24 22:15:35,950 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 097/100 | step 00002/00625 | lr 1.600e-03 | atrl 1.905e+00 | trl0 1.905e+00 | nm 9.416e+01 | nmx 2.038e-02 | 
+2025-11-24 22:15:39,695 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 097/100 | step 00003/00625 | lr 1.600e-03 | atrl 1.936e+00 | trl0 1.936e+00 | nm 9.416e+01 | nmx 2.665e-02 | 
+2025-11-24 22:15:43,438 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 097/100 | step 00004/00625 | lr 1.600e-03 | atrl 1.902e+00 | trl0 1.902e+00 | nm 9.416e+01 | nmx 3.270e-02 | 
+2025-11-24 22:15:47,183 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 097/100 | step 00005/00625 | lr 1.600e-03 | atrl 1.874e+00 | trl0 1.874e+00 | nm 9.416e+01 | nmx 3.851e-02 | 
+2025-11-24 22:15:50,926 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 097/100 | step 00006/00625 | lr 1.600e-03 | atrl 1.919e+00 | trl0 1.918e+00 | nm 9.416e+01 | nmx 4.408e-02 | 
+2025-11-24 22:15:54,670 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 097/100 | step 00007/00625 | lr 1.600e-03 | atrl 1.898e+00 | trl0 1.897e+00 | nm 9.416e+01 | nmx 4.939e-02 | 
+2025-11-24 22:15:58,415 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 097/100 | step 00008/00625 | lr 1.600e-03 | atrl 1.944e+00 | trl0 1.943e+00 | nm 9.416e+01 | nmx 5.447e-02 | 
+2025-11-24 22:16:02,157 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 097/100 | step 00009/00625 | lr 1.600e-03 | atrl 1.895e+00 | trl0 1.893e+00 | nm 9.416e+01 | nmx 5.930e-02 | 
+2025-11-24 22:16:05,901 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 097/100 | step 00010/00625 | lr 1.600e-03 | atrl 1.951e+00 | trl0 1.950e+00 | nm 9.416e+01 | nmx 6.393e-02 | 
+2025-11-24 22:16:09,645 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 097/100 | step 00011/00625 | lr 1.600e-03 | atrl 1.892e+00 | trl0 1.889e+00 | nm 9.416e+01 | nmx 6.834e-02 | 
+2025-11-24 22:16:13,386 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 097/100 | step 00012/00625 | lr 1.600e-03 | atrl 1.936e+00 | trl0 1.934e+00 | nm 9.416e+01 | nmx 7.257e-02 | 
+2025-11-24 22:16:17,129 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 097/100 | step 00013/00625 | lr 1.600e-03 | atrl 1.924e+00 | trl0 1.920e+00 | nm 9.416e+01 | nmx 7.658e-02 | 
+2025-11-24 22:16:20,872 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 097/100 | step 00014/00625 | lr 1.600e-03 | atrl 1.944e+00 | trl0 1.940e+00 | nm 9.416e+01 | nmx 8.041e-02 | 
+2025-11-24 22:16:24,615 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 097/100 | step 00015/00625 | lr 1.600e-03 | atrl 1.880e+00 | trl0 1.876e+00 | nm 9.416e+01 | nmx 8.408e-02 | 
+2025-11-24 22:16:28,359 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 097/100 | step 00016/00625 | lr 1.600e-03 | atrl 1.821e+00 | trl0 1.816e+00 | nm 9.416e+01 | nmx 8.758e-02 | 
+2025-11-24 22:16:32,104 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 097/100 | step 00017/00625 | lr 1.600e-03 | atrl 1.875e+00 | trl0 1.870e+00 | nm 9.416e+01 | nmx 9.094e-02 | 
+2025-11-24 22:16:35,847 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 097/100 | step 00018/00625 | lr 1.600e-03 | atrl 1.931e+00 | trl0 1.927e+00 | nm 9.416e+01 | nmx 9.416e-02 | 
+2025-11-24 22:16:39,590 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 097/100 | step 00019/00625 | lr 1.600e-03 | atrl 1.887e+00 | trl0 1.884e+00 | nm 9.416e+01 | nmx 9.726e-02 | 
+2025-11-24 22:16:43,333 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 097/100 | step 00020/00625 | lr 1.600e-03 | atrl 1.896e+00 | trl0 1.894e+00 | nm 9.416e+01 | nmx 1.003e-01 | 
+2025-11-24 22:16:47,076 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 097/100 | step 00021/00625 | lr 1.600e-03 | atrl 1.946e+00 | trl0 1.942e+00 | nm 9.416e+01 | nmx 1.032e-01 | 
+2025-11-24 22:16:50,820 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 097/100 | step 00022/00625 | lr 1.600e-03 | atrl 1.973e+00 | trl0 1.970e+00 | nm 9.416e+01 | nmx 1.060e-01 | 
+2025-11-24 22:16:54,565 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 097/100 | step 00023/00625 | lr 1.600e-03 | atrl 1.907e+00 | trl0 1.902e+00 | nm 9.416e+01 | nmx 1.087e-01 | 
+2025-11-24 22:16:58,309 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 097/100 | step 00024/00625 | lr 1.600e-03 | atrl 1.945e+00 | trl0 1.939e+00 | nm 9.416e+01 | nmx 1.113e-01 | 
+2025-11-24 22:17:02,052 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 097/100 | step 00025/00625 | lr 1.600e-03 | atrl 1.896e+00 | trl0 1.889e+00 | nm 9.416e+01 | nmx 1.138e-01 | 
+2025-11-24 22:17:05,797 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 097/100 | step 00026/00625 | lr 1.600e-03 | atrl 1.935e+00 | trl0 1.930e+00 | nm 9.416e+01 | nmx 1.162e-01 | 
+2025-11-24 22:17:09,544 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 097/100 | step 00027/00625 | lr 1.600e-03 | atrl 1.892e+00 | trl0 1.885e+00 | nm 9.416e+01 | nmx 1.184e-01 | 
+2025-11-24 22:17:13,286 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 097/100 | step 00028/00625 | lr 1.600e-03 | atrl 1.967e+00 | trl0 1.960e+00 | nm 9.416e+01 | nmx 1.206e-01 | 
+2025-11-24 22:17:17,029 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 097/100 | step 00029/00625 | lr 1.600e-03 | atrl 1.917e+00 | trl0 1.909e+00 | nm 9.416e+01 | nmx 1.226e-01 | 
+2025-11-24 22:17:20,774 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 097/100 | step 00030/00625 | lr 1.600e-03 | atrl 1.966e+00 | trl0 1.962e+00 | nm 9.416e+01 | nmx 1.246e-01 | 
+2025-11-24 22:17:24,519 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 097/100 | step 00031/00625 | lr 1.600e-03 | atrl 1.929e+00 | trl0 1.921e+00 | nm 9.416e+01 | nmx 1.264e-01 | 
+2025-11-24 22:17:28,263 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 097/100 | step 00032/00625 | lr 1.600e-03 | atrl 1.873e+00 | trl0 1.865e+00 | nm 9.416e+01 | nmx 1.282e-01 | 
+2025-11-24 22:17:32,006 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 097/100 | step 00033/00625 | lr 1.600e-03 | atrl 1.916e+00 | trl0 1.907e+00 | nm 9.416e+01 | nmx 1.298e-01 | 
+2025-11-24 22:17:35,750 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 097/100 | step 00034/00625 | lr 1.600e-03 | atrl 1.900e+00 | trl0 1.891e+00 | nm 9.416e+01 | nmx 1.314e-01 | 
+2025-11-24 22:17:39,495 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 097/100 | step 00035/00625 | lr 1.600e-03 | atrl 1.876e+00 | trl0 1.866e+00 | nm 9.416e+01 | nmx 1.329e-01 | 
+2025-11-24 22:17:43,238 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 097/100 | step 00036/00625 | lr 1.600e-03 | atrl 1.978e+00 | trl0 1.970e+00 | nm 9.416e+01 | nmx 1.343e-01 | 
+2025-11-24 22:17:46,982 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 097/100 | step 00037/00625 | lr 1.600e-03 | atrl 1.949e+00 | trl0 1.939e+00 | nm 9.416e+01 | nmx 1.356e-01 | 
+2025-11-24 22:17:50,724 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 097/100 | step 00038/00625 | lr 1.600e-03 | atrl 1.919e+00 | trl0 1.912e+00 | nm 9.416e+01 | nmx 1.369e-01 | 
+2025-11-24 22:17:54,469 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 097/100 | step 00039/00625 | lr 1.600e-03 | atrl 1.887e+00 | trl0 1.877e+00 | nm 9.416e+01 | nmx 1.381e-01 | 
+2025-11-24 22:17:58,212 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 097/100 | step 00040/00625 | lr 1.600e-03 | atrl 1.917e+00 | trl0 1.908e+00 | nm 9.416e+01 | nmx 1.393e-01 | 
+2025-11-24 22:18:01,955 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 097/100 | step 00041/00625 | lr 1.600e-03 | atrl 1.895e+00 | trl0 1.886e+00 | nm 9.416e+01 | nmx 1.405e-01 | 
+2025-11-24 22:18:05,699 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 097/100 | step 00042/00625 | lr 1.600e-03 | atrl 1.940e+00 | trl0 1.931e+00 | nm 9.416e+01 | nmx 1.416e-01 | 
+2025-11-24 22:18:09,442 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 097/100 | step 00043/00625 | lr 1.600e-03 | atrl 1.933e+00 | trl0 1.923e+00 | nm 9.416e+01 | nmx 1.426e-01 | 
+2025-11-24 22:18:13,185 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 097/100 | step 00044/00625 | lr 1.600e-03 | atrl 1.971e+00 | trl0 1.963e+00 | nm 9.416e+01 | nmx 1.436e-01 | 
+2025-11-24 22:18:16,929 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 097/100 | step 00045/00625 | lr 1.600e-03 | atrl 1.918e+00 | trl0 1.907e+00 | nm 9.416e+01 | nmx 1.446e-01 | 
+2025-11-24 22:18:20,673 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 097/100 | step 00046/00625 | lr 1.600e-03 | atrl 1.911e+00 | trl0 1.901e+00 | nm 9.416e+01 | nmx 1.455e-01 | 
+2025-11-24 22:18:24,419 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 097/100 | step 00047/00625 | lr 1.600e-03 | atrl 1.888e+00 | trl0 1.876e+00 | nm 9.416e+01 | nmx 1.463e-01 | 
+2025-11-24 22:18:28,162 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 097/100 | step 00048/00625 | lr 1.600e-03 | atrl 1.899e+00 | trl0 1.890e+00 | nm 9.416e+01 | nmx 1.472e-01 | 
+2025-11-24 22:18:31,906 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 097/100 | step 00049/00625 | lr 1.600e-03 | atrl 1.930e+00 | trl0 1.918e+00 | nm 9.416e+01 | nmx 1.480e-01 | 
+2025-11-24 22:18:32,459 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 22:18:32,460 | INFO | Starting LR test 4/5: lr=0.8000
+2025-11-24 22:18:32,460 | INFO | Starting EoS for LR factor 0.8000
+2025-11-24 22:18:32,460 | INFO | Starting EoS for checkpoint 96
+2025-11-24 22:18:32,460 | INFO | Starting EoS for model resnet50
+2025-11-24 22:18:32,846 | INFO | Model state successfully loaded
+2025-11-24 22:18:33,045 | INFO | Wrapped model with DDP
+2025-11-24 22:18:33,048 | INFO | Current learning rate: 0.0012800000000000003
+2025-11-24 22:18:33,048 | INFO | Original learning rate: 0.0016000000000000005
+2025-11-24 22:18:33,052 | INFO | 🎯 Momentum Information:
+2025-11-24 22:18:33,052 | INFO |   Extracted vectors: 161
+2025-11-24 22:18:33,052 | INFO |   Has momentum state: True
+2025-11-24 22:18:40,465 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 097/100 | step 00000/00625 | lr 1.280e-03 | atrl 1.917e+00 | trl0 1.917e+00 | nm 9.416e+01 | nmx 5.699e-03 | 
+2025-11-24 22:18:44,208 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 097/100 | step 00001/00625 | lr 1.280e-03 | atrl 1.889e+00 | trl0 1.889e+00 | nm 9.416e+01 | nmx 1.110e-02 | 
+2025-11-24 22:18:47,952 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 097/100 | step 00002/00625 | lr 1.280e-03 | atrl 1.905e+00 | trl0 1.905e+00 | nm 9.416e+01 | nmx 1.631e-02 | 
+2025-11-24 22:18:51,694 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 097/100 | step 00003/00625 | lr 1.280e-03 | atrl 1.936e+00 | trl0 1.936e+00 | nm 9.416e+01 | nmx 2.135e-02 | 
+2025-11-24 22:18:55,437 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 097/100 | step 00004/00625 | lr 1.280e-03 | atrl 1.902e+00 | trl0 1.902e+00 | nm 9.416e+01 | nmx 2.621e-02 | 
+2025-11-24 22:18:59,181 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 097/100 | step 00005/00625 | lr 1.280e-03 | atrl 1.874e+00 | trl0 1.874e+00 | nm 9.416e+01 | nmx 3.089e-02 | 
+2025-11-24 22:19:02,924 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 097/100 | step 00006/00625 | lr 1.280e-03 | atrl 1.919e+00 | trl0 1.918e+00 | nm 9.416e+01 | nmx 3.540e-02 | 
+2025-11-24 22:19:06,668 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 097/100 | step 00007/00625 | lr 1.280e-03 | atrl 1.898e+00 | trl0 1.897e+00 | nm 9.416e+01 | nmx 3.970e-02 | 
+2025-11-24 22:19:10,412 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 097/100 | step 00008/00625 | lr 1.280e-03 | atrl 1.944e+00 | trl0 1.943e+00 | nm 9.416e+01 | nmx 4.382e-02 | 
+2025-11-24 22:19:14,154 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 097/100 | step 00009/00625 | lr 1.280e-03 | atrl 1.894e+00 | trl0 1.893e+00 | nm 9.416e+01 | nmx 4.777e-02 | 
+2025-11-24 22:19:17,898 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 097/100 | step 00010/00625 | lr 1.280e-03 | atrl 1.951e+00 | trl0 1.950e+00 | nm 9.416e+01 | nmx 5.156e-02 | 
+2025-11-24 22:19:21,641 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 097/100 | step 00011/00625 | lr 1.280e-03 | atrl 1.891e+00 | trl0 1.889e+00 | nm 9.416e+01 | nmx 5.518e-02 | 
+2025-11-24 22:19:25,383 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 097/100 | step 00012/00625 | lr 1.280e-03 | atrl 1.935e+00 | trl0 1.934e+00 | nm 9.416e+01 | nmx 5.867e-02 | 
+2025-11-24 22:19:29,128 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 097/100 | step 00013/00625 | lr 1.280e-03 | atrl 1.923e+00 | trl0 1.920e+00 | nm 9.416e+01 | nmx 6.199e-02 | 
+2025-11-24 22:19:32,871 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 097/100 | step 00014/00625 | lr 1.280e-03 | atrl 1.943e+00 | trl0 1.940e+00 | nm 9.416e+01 | nmx 6.517e-02 | 
+2025-11-24 22:19:36,614 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 097/100 | step 00015/00625 | lr 1.280e-03 | atrl 1.878e+00 | trl0 1.876e+00 | nm 9.416e+01 | nmx 6.823e-02 | 
+2025-11-24 22:19:40,357 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 097/100 | step 00016/00625 | lr 1.280e-03 | atrl 1.819e+00 | trl0 1.816e+00 | nm 9.416e+01 | nmx 7.115e-02 | 
+2025-11-24 22:19:44,100 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 097/100 | step 00017/00625 | lr 1.280e-03 | atrl 1.873e+00 | trl0 1.870e+00 | nm 9.416e+01 | nmx 7.395e-02 | 
+2025-11-24 22:19:47,843 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 097/100 | step 00018/00625 | lr 1.280e-03 | atrl 1.930e+00 | trl0 1.927e+00 | nm 9.416e+01 | nmx 7.666e-02 | 
+2025-11-24 22:19:51,587 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 097/100 | step 00019/00625 | lr 1.280e-03 | atrl 1.886e+00 | trl0 1.884e+00 | nm 9.416e+01 | nmx 7.928e-02 | 
+2025-11-24 22:19:55,330 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 097/100 | step 00020/00625 | lr 1.280e-03 | atrl 1.894e+00 | trl0 1.894e+00 | nm 9.416e+01 | nmx 8.185e-02 | 
+2025-11-24 22:19:59,072 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 097/100 | step 00021/00625 | lr 1.280e-03 | atrl 1.945e+00 | trl0 1.942e+00 | nm 9.416e+01 | nmx 8.431e-02 | 
+2025-11-24 22:20:02,816 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 097/100 | step 00022/00625 | lr 1.280e-03 | atrl 1.971e+00 | trl0 1.970e+00 | nm 9.416e+01 | nmx 8.672e-02 | 
+2025-11-24 22:20:06,559 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 097/100 | step 00023/00625 | lr 1.280e-03 | atrl 1.905e+00 | trl0 1.902e+00 | nm 9.416e+01 | nmx 8.906e-02 | 
+2025-11-24 22:20:10,300 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 097/100 | step 00024/00625 | lr 1.280e-03 | atrl 1.943e+00 | trl0 1.939e+00 | nm 9.416e+01 | nmx 9.130e-02 | 
+2025-11-24 22:20:14,043 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 097/100 | step 00025/00625 | lr 1.280e-03 | atrl 1.893e+00 | trl0 1.889e+00 | nm 9.416e+01 | nmx 9.346e-02 | 
+2025-11-24 22:20:17,786 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 097/100 | step 00026/00625 | lr 1.280e-03 | atrl 1.933e+00 | trl0 1.930e+00 | nm 9.416e+01 | nmx 9.555e-02 | 
+2025-11-24 22:20:21,529 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 097/100 | step 00027/00625 | lr 1.280e-03 | atrl 1.890e+00 | trl0 1.885e+00 | nm 9.416e+01 | nmx 9.754e-02 | 
+2025-11-24 22:20:25,271 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 097/100 | step 00028/00625 | lr 1.280e-03 | atrl 1.965e+00 | trl0 1.960e+00 | nm 9.416e+01 | nmx 9.945e-02 | 
+2025-11-24 22:20:29,015 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 097/100 | step 00029/00625 | lr 1.280e-03 | atrl 1.915e+00 | trl0 1.909e+00 | nm 9.416e+01 | nmx 1.013e-01 | 
+2025-11-24 22:20:32,756 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 097/100 | step 00030/00625 | lr 1.280e-03 | atrl 1.963e+00 | trl0 1.962e+00 | nm 9.416e+01 | nmx 1.030e-01 | 
+2025-11-24 22:20:36,500 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 097/100 | step 00031/00625 | lr 1.280e-03 | atrl 1.926e+00 | trl0 1.921e+00 | nm 9.416e+01 | nmx 1.047e-01 | 
+2025-11-24 22:20:40,241 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 097/100 | step 00032/00625 | lr 1.280e-03 | atrl 1.870e+00 | trl0 1.865e+00 | nm 9.416e+01 | nmx 1.064e-01 | 
+2025-11-24 22:20:43,983 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 097/100 | step 00033/00625 | lr 1.280e-03 | atrl 1.913e+00 | trl0 1.907e+00 | nm 9.416e+01 | nmx 1.079e-01 | 
+2025-11-24 22:20:47,726 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 097/100 | step 00034/00625 | lr 1.280e-03 | atrl 1.897e+00 | trl0 1.891e+00 | nm 9.416e+01 | nmx 1.094e-01 | 
+2025-11-24 22:20:51,469 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 097/100 | step 00035/00625 | lr 1.280e-03 | atrl 1.872e+00 | trl0 1.866e+00 | nm 9.416e+01 | nmx 1.107e-01 | 
+2025-11-24 22:20:55,210 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 097/100 | step 00036/00625 | lr 1.280e-03 | atrl 1.975e+00 | trl0 1.970e+00 | nm 9.416e+01 | nmx 1.121e-01 | 
+2025-11-24 22:20:58,953 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 097/100 | step 00037/00625 | lr 1.280e-03 | atrl 1.946e+00 | trl0 1.939e+00 | nm 9.416e+01 | nmx 1.133e-01 | 
+2025-11-24 22:21:02,695 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 097/100 | step 00038/00625 | lr 1.280e-03 | atrl 1.916e+00 | trl0 1.912e+00 | nm 9.416e+01 | nmx 1.145e-01 | 
+2025-11-24 22:21:06,437 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 097/100 | step 00039/00625 | lr 1.280e-03 | atrl 1.884e+00 | trl0 1.877e+00 | nm 9.416e+01 | nmx 1.157e-01 | 
+2025-11-24 22:21:10,179 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 097/100 | step 00040/00625 | lr 1.280e-03 | atrl 1.914e+00 | trl0 1.908e+00 | nm 9.416e+01 | nmx 1.169e-01 | 
+2025-11-24 22:21:13,921 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 097/100 | step 00041/00625 | lr 1.280e-03 | atrl 1.892e+00 | trl0 1.886e+00 | nm 9.416e+01 | nmx 1.180e-01 | 
+2025-11-24 22:21:17,663 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 097/100 | step 00042/00625 | lr 1.280e-03 | atrl 1.937e+00 | trl0 1.931e+00 | nm 9.416e+01 | nmx 1.190e-01 | 
+2025-11-24 22:21:21,404 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 097/100 | step 00043/00625 | lr 1.280e-03 | atrl 1.930e+00 | trl0 1.923e+00 | nm 9.416e+01 | nmx 1.201e-01 | 
+2025-11-24 22:21:25,147 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 097/100 | step 00044/00625 | lr 1.280e-03 | atrl 1.967e+00 | trl0 1.963e+00 | nm 9.416e+01 | nmx 1.211e-01 | 
+2025-11-24 22:21:28,889 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 097/100 | step 00045/00625 | lr 1.280e-03 | atrl 1.915e+00 | trl0 1.907e+00 | nm 9.416e+01 | nmx 1.220e-01 | 
+2025-11-24 22:21:32,631 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 097/100 | step 00046/00625 | lr 1.280e-03 | atrl 1.907e+00 | trl0 1.901e+00 | nm 9.416e+01 | nmx 1.230e-01 | 
+2025-11-24 22:21:36,374 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 097/100 | step 00047/00625 | lr 1.280e-03 | atrl 1.884e+00 | trl0 1.876e+00 | nm 9.416e+01 | nmx 1.239e-01 | 
+2025-11-24 22:21:40,118 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 097/100 | step 00048/00625 | lr 1.280e-03 | atrl 1.896e+00 | trl0 1.890e+00 | nm 9.416e+01 | nmx 1.247e-01 | 
+2025-11-24 22:21:43,858 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 097/100 | step 00049/00625 | lr 1.280e-03 | atrl 1.926e+00 | trl0 1.918e+00 | nm 9.416e+01 | nmx 1.255e-01 | 
+2025-11-24 22:21:44,125 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 22:21:44,125 | INFO | Starting LR test 5/5: lr=0.6000
+2025-11-24 22:21:44,125 | INFO | Starting EoS for LR factor 0.6000
+2025-11-24 22:21:44,125 | INFO | Starting EoS for checkpoint 96
+2025-11-24 22:21:44,125 | INFO | Starting EoS for model resnet50
+2025-11-24 22:21:44,508 | INFO | Model state successfully loaded
+2025-11-24 22:21:45,011 | INFO | Wrapped model with DDP
+2025-11-24 22:21:45,013 | INFO | Current learning rate: 0.0009600000000000002
+2025-11-24 22:21:45,014 | INFO | Original learning rate: 0.0016000000000000005
+2025-11-24 22:21:45,017 | INFO | 🎯 Momentum Information:
+2025-11-24 22:21:45,017 | INFO |   Extracted vectors: 161
+2025-11-24 22:21:45,017 | INFO |   Has momentum state: True
+2025-11-24 22:21:52,523 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 097/100 | step 00000/00625 | lr 9.600e-04 | atrl 1.917e+00 | trl0 1.917e+00 | nm 9.416e+01 | nmx 4.275e-03 | 
+2025-11-24 22:21:56,266 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 097/100 | step 00001/00625 | lr 9.600e-04 | atrl 1.889e+00 | trl0 1.889e+00 | nm 9.416e+01 | nmx 8.325e-03 | 
+2025-11-24 22:22:00,008 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 097/100 | step 00002/00625 | lr 9.600e-04 | atrl 1.905e+00 | trl0 1.905e+00 | nm 9.416e+01 | nmx 1.224e-02 | 
+2025-11-24 22:22:03,751 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 097/100 | step 00003/00625 | lr 9.600e-04 | atrl 1.936e+00 | trl0 1.936e+00 | nm 9.416e+01 | nmx 1.603e-02 | 
+2025-11-24 22:22:07,492 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 097/100 | step 00004/00625 | lr 9.600e-04 | atrl 1.902e+00 | trl0 1.902e+00 | nm 9.416e+01 | nmx 1.970e-02 | 
+2025-11-24 22:22:11,234 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 097/100 | step 00005/00625 | lr 9.600e-04 | atrl 1.874e+00 | trl0 1.874e+00 | nm 9.416e+01 | nmx 2.323e-02 | 
+2025-11-24 22:22:14,977 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 097/100 | step 00006/00625 | lr 9.600e-04 | atrl 1.918e+00 | trl0 1.918e+00 | nm 9.416e+01 | nmx 2.665e-02 | 
+2025-11-24 22:22:18,718 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 097/100 | step 00007/00625 | lr 9.600e-04 | atrl 1.897e+00 | trl0 1.897e+00 | nm 9.416e+01 | nmx 2.992e-02 | 
+2025-11-24 22:22:22,462 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 097/100 | step 00008/00625 | lr 9.600e-04 | atrl 1.943e+00 | trl0 1.943e+00 | nm 9.416e+01 | nmx 3.306e-02 | 
+2025-11-24 22:22:26,204 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 097/100 | step 00009/00625 | lr 9.600e-04 | atrl 1.893e+00 | trl0 1.893e+00 | nm 9.416e+01 | nmx 3.608e-02 | 
+2025-11-24 22:22:29,947 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 097/100 | step 00010/00625 | lr 9.600e-04 | atrl 1.950e+00 | trl0 1.950e+00 | nm 9.416e+01 | nmx 3.899e-02 | 
+2025-11-24 22:22:33,691 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 097/100 | step 00011/00625 | lr 9.600e-04 | atrl 1.890e+00 | trl0 1.889e+00 | nm 9.416e+01 | nmx 4.178e-02 | 
+2025-11-24 22:22:37,433 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 097/100 | step 00012/00625 | lr 9.600e-04 | atrl 1.934e+00 | trl0 1.934e+00 | nm 9.416e+01 | nmx 4.449e-02 | 
+2025-11-24 22:22:41,175 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 097/100 | step 00013/00625 | lr 9.600e-04 | atrl 1.922e+00 | trl0 1.920e+00 | nm 9.416e+01 | nmx 4.707e-02 | 
+2025-11-24 22:22:44,918 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 097/100 | step 00014/00625 | lr 9.600e-04 | atrl 1.942e+00 | trl0 1.940e+00 | nm 9.416e+01 | nmx 4.955e-02 | 
+2025-11-24 22:22:48,660 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 097/100 | step 00015/00625 | lr 9.600e-04 | atrl 1.877e+00 | trl0 1.876e+00 | nm 9.416e+01 | nmx 5.193e-02 | 
+2025-11-24 22:22:52,402 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 097/100 | step 00016/00625 | lr 9.600e-04 | atrl 1.818e+00 | trl0 1.816e+00 | nm 9.416e+01 | nmx 5.422e-02 | 
+2025-11-24 22:22:56,143 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 097/100 | step 00017/00625 | lr 9.600e-04 | atrl 1.872e+00 | trl0 1.870e+00 | nm 9.416e+01 | nmx 5.643e-02 | 
+2025-11-24 22:22:59,884 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 097/100 | step 00018/00625 | lr 9.600e-04 | atrl 1.929e+00 | trl0 1.927e+00 | nm 9.416e+01 | nmx 5.857e-02 | 
+2025-11-24 22:23:03,627 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 097/100 | step 00019/00625 | lr 9.600e-04 | atrl 1.884e+00 | trl0 1.884e+00 | nm 9.416e+01 | nmx 6.065e-02 | 
+2025-11-24 22:23:07,370 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 097/100 | step 00020/00625 | lr 9.600e-04 | atrl 1.893e+00 | trl0 1.894e+00 | nm 9.416e+01 | nmx 6.269e-02 | 
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diff --git a/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-98/train.jsonl b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-98/train.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..95229c5ecd8bce0325bc797ae98e2bc6c9803d69
--- /dev/null
+++ b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-98/train.jsonl
@@ -0,0 +1,250 @@
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diff --git a/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-98/train.log b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-98/train.log
new file mode 100644
index 0000000000000000000000000000000000000000..875e0f4e0c0b1ac4d74ab39482ea4fc563cb81e0
--- /dev/null
+++ b/stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/eos_al/ckpt-98/train.log
@@ -0,0 +1,311 @@
+2025-11-24 22:25:09,539 | INFO | LR factors: [1.4 1.2 1.  0.8 0.6]
+2025-11-24 22:25:11,667 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 22:25:11,668 | INFO | Starting LR test 1/5: lr=1.4000
+2025-11-24 22:25:11,668 | INFO | Starting EoS for LR factor 1.4000
+2025-11-24 22:25:11,668 | INFO | Starting EoS for checkpoint 98
+2025-11-24 22:25:11,668 | INFO | Starting EoS for model resnet50
+2025-11-24 22:25:11,994 | INFO | Model state successfully loaded
+2025-11-24 22:25:13,760 | INFO | Wrapped model with DDP
+2025-11-24 22:25:13,762 | INFO | Current learning rate: 0.0022400000000000007
+2025-11-24 22:25:13,762 | INFO | Original learning rate: 0.0016000000000000005
+2025-11-24 22:25:13,788 | INFO | 🎯 Momentum Information:
+2025-11-24 22:25:13,788 | INFO |   Extracted vectors: 161
+2025-11-24 22:25:13,788 | INFO |   Has momentum state: True
+2025-11-24 22:25:22,432 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 099/100 | step 00000/00625 | lr 2.240e-03 | atrl 1.926e+00 | trl0 1.926e+00 | nm 9.403e+01 | nmx 1.008e-02 | 
+2025-11-24 22:25:26,179 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 099/100 | step 00001/00625 | lr 2.240e-03 | atrl 1.922e+00 | trl0 1.922e+00 | nm 9.403e+01 | nmx 1.967e-02 | 
+2025-11-24 22:25:29,929 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 099/100 | step 00002/00625 | lr 2.240e-03 | atrl 1.845e+00 | trl0 1.844e+00 | nm 9.403e+01 | nmx 2.881e-02 | 
+2025-11-24 22:25:33,667 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 099/100 | step 00003/00625 | lr 2.240e-03 | atrl 1.855e+00 | trl0 1.854e+00 | nm 9.403e+01 | nmx 3.748e-02 | 
+2025-11-24 22:25:37,411 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 099/100 | step 00004/00625 | lr 2.240e-03 | atrl 1.919e+00 | trl0 1.918e+00 | nm 9.403e+01 | nmx 4.574e-02 | 
+2025-11-24 22:25:41,154 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 099/100 | step 00005/00625 | lr 2.240e-03 | atrl 1.910e+00 | trl0 1.909e+00 | nm 9.403e+01 | nmx 5.361e-02 | 
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+2025-11-24 22:25:52,383 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 099/100 | step 00008/00625 | lr 2.240e-03 | atrl 1.873e+00 | trl0 1.872e+00 | nm 9.402e+01 | nmx 7.518e-02 | 
+2025-11-24 22:25:56,125 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 099/100 | step 00009/00625 | lr 2.240e-03 | atrl 1.849e+00 | trl0 1.848e+00 | nm 9.402e+01 | nmx 8.177e-02 | 
+2025-11-24 22:25:59,866 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 099/100 | step 00010/00625 | lr 2.240e-03 | atrl 1.895e+00 | trl0 1.891e+00 | nm 9.402e+01 | nmx 8.800e-02 | 
+2025-11-24 22:26:03,608 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 099/100 | step 00011/00625 | lr 2.240e-03 | atrl 1.925e+00 | trl0 1.921e+00 | nm 9.402e+01 | nmx 9.391e-02 | 
+2025-11-24 22:26:07,351 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 099/100 | step 00012/00625 | lr 2.240e-03 | atrl 1.876e+00 | trl0 1.871e+00 | nm 9.402e+01 | nmx 9.950e-02 | 
+2025-11-24 22:26:11,093 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 099/100 | step 00013/00625 | lr 2.240e-03 | atrl 1.858e+00 | trl0 1.851e+00 | nm 9.402e+01 | nmx 1.048e-01 | 
+2025-11-24 22:26:14,835 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 099/100 | step 00014/00625 | lr 2.240e-03 | atrl 1.893e+00 | trl0 1.886e+00 | nm 9.402e+01 | nmx 1.097e-01 | 
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+2025-11-24 22:26:48,514 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 099/100 | step 00023/00625 | lr 2.240e-03 | atrl 1.862e+00 | trl0 1.851e+00 | nm 9.402e+01 | nmx 1.432e-01 | 
+2025-11-24 22:26:52,257 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 099/100 | step 00024/00625 | lr 2.240e-03 | atrl 1.894e+00 | trl0 1.882e+00 | nm 9.402e+01 | nmx 1.461e-01 | 
+2025-11-24 22:26:55,999 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 099/100 | step 00025/00625 | lr 2.240e-03 | atrl 1.905e+00 | trl0 1.895e+00 | nm 9.402e+01 | nmx 1.488e-01 | 
+2025-11-24 22:26:59,741 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 099/100 | step 00026/00625 | lr 2.240e-03 | atrl 1.912e+00 | trl0 1.901e+00 | nm 9.402e+01 | nmx 1.514e-01 | 
+2025-11-24 22:27:03,482 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 099/100 | step 00027/00625 | lr 2.240e-03 | atrl 1.862e+00 | trl0 1.850e+00 | nm 9.402e+01 | nmx 1.538e-01 | 
+2025-11-24 22:27:07,226 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 099/100 | step 00028/00625 | lr 2.240e-03 | atrl 1.862e+00 | trl0 1.849e+00 | nm 9.402e+01 | nmx 1.561e-01 | 
+2025-11-24 22:27:10,973 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 099/100 | step 00029/00625 | lr 2.240e-03 | atrl 1.920e+00 | trl0 1.909e+00 | nm 9.402e+01 | nmx 1.582e-01 | 
+2025-11-24 22:27:14,717 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 099/100 | step 00030/00625 | lr 2.240e-03 | atrl 1.911e+00 | trl0 1.900e+00 | nm 9.402e+01 | nmx 1.603e-01 | 
+2025-11-24 22:27:18,461 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 099/100 | step 00031/00625 | lr 2.240e-03 | atrl 1.974e+00 | trl0 1.962e+00 | nm 9.402e+01 | nmx 1.622e-01 | 
+2025-11-24 22:27:22,202 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 099/100 | step 00032/00625 | lr 2.240e-03 | atrl 1.916e+00 | trl0 1.901e+00 | nm 9.402e+01 | nmx 1.640e-01 | 
+2025-11-24 22:27:25,945 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 099/100 | step 00033/00625 | lr 2.240e-03 | atrl 1.908e+00 | trl0 1.894e+00 | nm 9.402e+01 | nmx 1.658e-01 | 
+2025-11-24 22:27:29,694 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 099/100 | step 00034/00625 | lr 2.240e-03 | atrl 1.986e+00 | trl0 1.969e+00 | nm 9.402e+01 | nmx 1.674e-01 | 
+2025-11-24 22:27:33,437 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 099/100 | step 00035/00625 | lr 2.240e-03 | atrl 1.911e+00 | trl0 1.894e+00 | nm 9.402e+01 | nmx 1.689e-01 | 
+2025-11-24 22:27:37,180 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 099/100 | step 00036/00625 | lr 2.240e-03 | atrl 1.960e+00 | trl0 1.943e+00 | nm 9.402e+01 | nmx 1.703e-01 | 
+2025-11-24 22:27:40,924 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 099/100 | step 00037/00625 | lr 2.240e-03 | atrl 1.957e+00 | trl0 1.943e+00 | nm 9.402e+01 | nmx 1.717e-01 | 
+2025-11-24 22:27:44,666 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 099/100 | step 00038/00625 | lr 2.240e-03 | atrl 1.926e+00 | trl0 1.912e+00 | nm 9.402e+01 | nmx 1.730e-01 | 
+2025-11-24 22:27:48,410 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 099/100 | step 00039/00625 | lr 2.240e-03 | atrl 1.909e+00 | trl0 1.893e+00 | nm 9.402e+01 | nmx 1.743e-01 | 
+2025-11-24 22:27:52,153 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 099/100 | step 00040/00625 | lr 2.240e-03 | atrl 1.927e+00 | trl0 1.912e+00 | nm 9.402e+01 | nmx 1.755e-01 | 
+2025-11-24 22:27:55,898 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 099/100 | step 00041/00625 | lr 2.240e-03 | atrl 1.914e+00 | trl0 1.896e+00 | nm 9.402e+01 | nmx 1.766e-01 | 
+2025-11-24 22:27:59,641 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 099/100 | step 00042/00625 | lr 2.240e-03 | atrl 1.941e+00 | trl0 1.925e+00 | nm 9.402e+01 | nmx 1.776e-01 | 
+2025-11-24 22:28:03,385 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 099/100 | step 00043/00625 | lr 2.240e-03 | atrl 1.854e+00 | trl0 1.836e+00 | nm 9.402e+01 | nmx 1.786e-01 | 
+2025-11-24 22:28:07,130 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 099/100 | step 00044/00625 | lr 2.240e-03 | atrl 1.908e+00 | trl0 1.891e+00 | nm 9.402e+01 | nmx 1.795e-01 | 
+2025-11-24 22:28:10,873 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 099/100 | step 00045/00625 | lr 2.240e-03 | atrl 1.914e+00 | trl0 1.897e+00 | nm 9.402e+01 | nmx 1.804e-01 | 
+2025-11-24 22:28:14,617 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 099/100 | step 00046/00625 | lr 2.240e-03 | atrl 1.894e+00 | trl0 1.877e+00 | nm 9.402e+01 | nmx 1.812e-01 | 
+2025-11-24 22:28:18,360 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 099/100 | step 00047/00625 | lr 2.240e-03 | atrl 1.915e+00 | trl0 1.898e+00 | nm 9.402e+01 | nmx 1.820e-01 | 
+2025-11-24 22:28:22,103 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 099/100 | step 00048/00625 | lr 2.240e-03 | atrl 1.953e+00 | trl0 1.936e+00 | nm 9.402e+01 | nmx 1.828e-01 | 
+2025-11-24 22:28:25,847 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 099/100 | step 00049/00625 | lr 2.240e-03 | atrl 1.955e+00 | trl0 1.938e+00 | nm 9.402e+01 | nmx 1.835e-01 | 
+2025-11-24 22:28:26,192 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 22:28:26,193 | INFO | Starting LR test 2/5: lr=1.2000
+2025-11-24 22:28:26,193 | INFO | Starting EoS for LR factor 1.2000
+2025-11-24 22:28:26,193 | INFO | Starting EoS for checkpoint 98
+2025-11-24 22:28:26,193 | INFO | Starting EoS for model resnet50
+2025-11-24 22:28:26,595 | INFO | Model state successfully loaded
+2025-11-24 22:28:26,824 | INFO | Wrapped model with DDP
+2025-11-24 22:28:26,826 | INFO | Current learning rate: 0.0019200000000000005
+2025-11-24 22:28:26,826 | INFO | Original learning rate: 0.0016000000000000005
+2025-11-24 22:28:26,852 | INFO | 🎯 Momentum Information:
+2025-11-24 22:28:26,852 | INFO |   Extracted vectors: 161
+2025-11-24 22:28:26,852 | INFO |   Has momentum state: True
+2025-11-24 22:28:34,707 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 099/100 | step 00000/00625 | lr 1.920e-03 | atrl 1.926e+00 | trl0 1.926e+00 | nm 9.403e+01 | nmx 8.639e-03 | 
+2025-11-24 22:28:38,449 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 099/100 | step 00001/00625 | lr 1.920e-03 | atrl 1.922e+00 | trl0 1.922e+00 | nm 9.403e+01 | nmx 1.686e-02 | 
+2025-11-24 22:28:42,191 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 099/100 | step 00002/00625 | lr 1.920e-03 | atrl 1.845e+00 | trl0 1.844e+00 | nm 9.403e+01 | nmx 2.471e-02 | 
+2025-11-24 22:28:45,932 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 099/100 | step 00003/00625 | lr 1.920e-03 | atrl 1.854e+00 | trl0 1.854e+00 | nm 9.403e+01 | nmx 3.217e-02 | 
+2025-11-24 22:28:49,674 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 099/100 | step 00004/00625 | lr 1.920e-03 | atrl 1.919e+00 | trl0 1.918e+00 | nm 9.403e+01 | nmx 3.928e-02 | 
+2025-11-24 22:28:53,416 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 099/100 | step 00005/00625 | lr 1.920e-03 | atrl 1.910e+00 | trl0 1.909e+00 | nm 9.403e+01 | nmx 4.607e-02 | 
+2025-11-24 22:28:57,159 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 099/100 | step 00006/00625 | lr 1.920e-03 | atrl 1.895e+00 | trl0 1.894e+00 | nm 9.403e+01 | nmx 5.258e-02 | 
+2025-11-24 22:29:00,903 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 099/100 | step 00007/00625 | lr 1.920e-03 | atrl 1.874e+00 | trl0 1.873e+00 | nm 9.403e+01 | nmx 5.880e-02 | 
+2025-11-24 22:29:04,647 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 099/100 | step 00008/00625 | lr 1.920e-03 | atrl 1.872e+00 | trl0 1.872e+00 | nm 9.403e+01 | nmx 6.478e-02 | 
+2025-11-24 22:29:08,389 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 099/100 | step 00009/00625 | lr 1.920e-03 | atrl 1.848e+00 | trl0 1.848e+00 | nm 9.403e+01 | nmx 7.052e-02 | 
+2025-11-24 22:29:12,131 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 099/100 | step 00010/00625 | lr 1.920e-03 | atrl 1.894e+00 | trl0 1.891e+00 | nm 9.402e+01 | nmx 7.598e-02 | 
+2025-11-24 22:29:15,877 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 099/100 | step 00011/00625 | lr 1.920e-03 | atrl 1.924e+00 | trl0 1.921e+00 | nm 9.402e+01 | nmx 8.117e-02 | 
+2025-11-24 22:29:19,619 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 099/100 | step 00012/00625 | lr 1.920e-03 | atrl 1.874e+00 | trl0 1.871e+00 | nm 9.402e+01 | nmx 8.610e-02 | 
+2025-11-24 22:29:23,361 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 099/100 | step 00013/00625 | lr 1.920e-03 | atrl 1.856e+00 | trl0 1.851e+00 | nm 9.402e+01 | nmx 9.076e-02 | 
+2025-11-24 22:29:27,104 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 099/100 | step 00014/00625 | lr 1.920e-03 | atrl 1.891e+00 | trl0 1.886e+00 | nm 9.402e+01 | nmx 9.516e-02 | 
+2025-11-24 22:29:30,848 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 099/100 | step 00015/00625 | lr 1.920e-03 | atrl 1.912e+00 | trl0 1.905e+00 | nm 9.402e+01 | nmx 9.930e-02 | 
+2025-11-24 22:29:34,590 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 099/100 | step 00016/00625 | lr 1.920e-03 | atrl 1.939e+00 | trl0 1.933e+00 | nm 9.402e+01 | nmx 1.032e-01 | 
+2025-11-24 22:29:38,333 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 099/100 | step 00017/00625 | lr 1.920e-03 | atrl 1.944e+00 | trl0 1.936e+00 | nm 9.402e+01 | nmx 1.069e-01 | 
+2025-11-24 22:29:42,075 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 099/100 | step 00018/00625 | lr 1.920e-03 | atrl 1.905e+00 | trl0 1.900e+00 | nm 9.402e+01 | nmx 1.104e-01 | 
+2025-11-24 22:29:45,818 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 099/100 | step 00019/00625 | lr 1.920e-03 | atrl 1.892e+00 | trl0 1.885e+00 | nm 9.402e+01 | nmx 1.138e-01 | 
+2025-11-24 22:29:49,560 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 099/100 | step 00020/00625 | lr 1.920e-03 | atrl 1.882e+00 | trl0 1.875e+00 | nm 9.402e+01 | nmx 1.169e-01 | 
+2025-11-24 22:29:53,302 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 099/100 | step 00021/00625 | lr 1.920e-03 | atrl 1.953e+00 | trl0 1.944e+00 | nm 9.402e+01 | nmx 1.200e-01 | 
+2025-11-24 22:29:57,045 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 099/100 | step 00022/00625 | lr 1.920e-03 | atrl 1.929e+00 | trl0 1.923e+00 | nm 9.402e+01 | nmx 1.229e-01 | 
+2025-11-24 22:30:00,789 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 099/100 | step 00023/00625 | lr 1.920e-03 | atrl 1.860e+00 | trl0 1.851e+00 | nm 9.402e+01 | nmx 1.256e-01 | 
+2025-11-24 22:30:04,534 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 099/100 | step 00024/00625 | lr 1.920e-03 | atrl 1.891e+00 | trl0 1.882e+00 | nm 9.402e+01 | nmx 1.283e-01 | 
+2025-11-24 22:30:08,275 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 099/100 | step 00025/00625 | lr 1.920e-03 | atrl 1.902e+00 | trl0 1.895e+00 | nm 9.402e+01 | nmx 1.308e-01 | 
+2025-11-24 22:30:12,016 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 099/100 | step 00026/00625 | lr 1.920e-03 | atrl 1.910e+00 | trl0 1.901e+00 | nm 9.402e+01 | nmx 1.332e-01 | 
+2025-11-24 22:30:15,759 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 099/100 | step 00027/00625 | lr 1.920e-03 | atrl 1.859e+00 | trl0 1.850e+00 | nm 9.402e+01 | nmx 1.355e-01 | 
+2025-11-24 22:30:19,501 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 099/100 | step 00028/00625 | lr 1.920e-03 | atrl 1.859e+00 | trl0 1.849e+00 | nm 9.402e+01 | nmx 1.377e-01 | 
+2025-11-24 22:30:23,242 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 099/100 | step 00029/00625 | lr 1.920e-03 | atrl 1.917e+00 | trl0 1.909e+00 | nm 9.402e+01 | nmx 1.398e-01 | 
+2025-11-24 22:30:26,984 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 099/100 | step 00030/00625 | lr 1.920e-03 | atrl 1.908e+00 | trl0 1.900e+00 | nm 9.402e+01 | nmx 1.418e-01 | 
+2025-11-24 22:30:30,727 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 099/100 | step 00031/00625 | lr 1.920e-03 | atrl 1.971e+00 | trl0 1.962e+00 | nm 9.402e+01 | nmx 1.437e-01 | 
+2025-11-24 22:30:34,468 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 099/100 | step 00032/00625 | lr 1.920e-03 | atrl 1.913e+00 | trl0 1.901e+00 | nm 9.402e+01 | nmx 1.455e-01 | 
+2025-11-24 22:30:38,208 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 099/100 | step 00033/00625 | lr 1.920e-03 | atrl 1.905e+00 | trl0 1.894e+00 | nm 9.402e+01 | nmx 1.472e-01 | 
+2025-11-24 22:30:41,949 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 099/100 | step 00034/00625 | lr 1.920e-03 | atrl 1.982e+00 | trl0 1.969e+00 | nm 9.402e+01 | nmx 1.488e-01 | 
+2025-11-24 22:30:45,693 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 099/100 | step 00035/00625 | lr 1.920e-03 | atrl 1.907e+00 | trl0 1.894e+00 | nm 9.402e+01 | nmx 1.503e-01 | 
+2025-11-24 22:30:49,434 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 099/100 | step 00036/00625 | lr 1.920e-03 | atrl 1.956e+00 | trl0 1.943e+00 | nm 9.402e+01 | nmx 1.517e-01 | 
+2025-11-24 22:30:53,177 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 099/100 | step 00037/00625 | lr 1.920e-03 | atrl 1.954e+00 | trl0 1.943e+00 | nm 9.402e+01 | nmx 1.531e-01 | 
+2025-11-24 22:30:56,920 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 099/100 | step 00038/00625 | lr 1.920e-03 | atrl 1.923e+00 | trl0 1.912e+00 | nm 9.402e+01 | nmx 1.545e-01 | 
+2025-11-24 22:31:00,664 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 099/100 | step 00039/00625 | lr 1.920e-03 | atrl 1.906e+00 | trl0 1.893e+00 | nm 9.402e+01 | nmx 1.558e-01 | 
+2025-11-24 22:31:04,409 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 099/100 | step 00040/00625 | lr 1.920e-03 | atrl 1.923e+00 | trl0 1.912e+00 | nm 9.402e+01 | nmx 1.570e-01 | 
+2025-11-24 22:31:08,148 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 099/100 | step 00041/00625 | lr 1.920e-03 | atrl 1.911e+00 | trl0 1.896e+00 | nm 9.402e+01 | nmx 1.582e-01 | 
+2025-11-24 22:31:11,890 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 099/100 | step 00042/00625 | lr 1.920e-03 | atrl 1.937e+00 | trl0 1.925e+00 | nm 9.402e+01 | nmx 1.593e-01 | 
+2025-11-24 22:31:15,633 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 099/100 | step 00043/00625 | lr 1.920e-03 | atrl 1.850e+00 | trl0 1.836e+00 | nm 9.402e+01 | nmx 1.603e-01 | 
+2025-11-24 22:31:19,375 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 099/100 | step 00044/00625 | lr 1.920e-03 | atrl 1.905e+00 | trl0 1.891e+00 | nm 9.402e+01 | nmx 1.613e-01 | 
+2025-11-24 22:31:23,116 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 099/100 | step 00045/00625 | lr 1.920e-03 | atrl 1.910e+00 | trl0 1.897e+00 | nm 9.402e+01 | nmx 1.623e-01 | 
+2025-11-24 22:31:26,858 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 099/100 | step 00046/00625 | lr 1.920e-03 | atrl 1.891e+00 | trl0 1.877e+00 | nm 9.402e+01 | nmx 1.632e-01 | 
+2025-11-24 22:31:30,602 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 099/100 | step 00047/00625 | lr 1.920e-03 | atrl 1.911e+00 | trl0 1.898e+00 | nm 9.402e+01 | nmx 1.641e-01 | 
+2025-11-24 22:31:34,343 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 099/100 | step 00048/00625 | lr 1.920e-03 | atrl 1.949e+00 | trl0 1.936e+00 | nm 9.402e+01 | nmx 1.649e-01 | 
+2025-11-24 22:31:38,086 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 099/100 | step 00049/00625 | lr 1.920e-03 | atrl 1.952e+00 | trl0 1.938e+00 | nm 9.402e+01 | nmx 1.657e-01 | 
+2025-11-24 22:31:38,679 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 22:31:38,680 | INFO | Starting LR test 3/5: lr=1.0000
+2025-11-24 22:31:38,680 | INFO | Starting EoS for LR factor 1.0000
+2025-11-24 22:31:38,680 | INFO | Starting EoS for checkpoint 98
+2025-11-24 22:31:38,680 | INFO | Starting EoS for model resnet50
+2025-11-24 22:31:39,067 | INFO | Model state successfully loaded
+2025-11-24 22:31:39,314 | INFO | Wrapped model with DDP
+2025-11-24 22:31:39,317 | INFO | Current learning rate: 0.0016000000000000005
+2025-11-24 22:31:39,317 | INFO | Original learning rate: 0.0016000000000000005
+2025-11-24 22:31:39,324 | INFO | 🎯 Momentum Information:
+2025-11-24 22:31:39,324 | INFO |   Extracted vectors: 161
+2025-11-24 22:31:39,324 | INFO |   Has momentum state: True
+2025-11-24 22:31:46,676 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 099/100 | step 00000/00625 | lr 1.600e-03 | atrl 1.926e+00 | trl0 1.926e+00 | nm 9.403e+01 | nmx 7.199e-03 | 
+2025-11-24 22:31:50,418 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 099/100 | step 00001/00625 | lr 1.600e-03 | atrl 1.922e+00 | trl0 1.922e+00 | nm 9.403e+01 | nmx 1.406e-02 | 
+2025-11-24 22:31:54,158 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 099/100 | step 00002/00625 | lr 1.600e-03 | atrl 1.845e+00 | trl0 1.844e+00 | nm 9.403e+01 | nmx 2.061e-02 | 
+2025-11-24 22:31:57,901 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 099/100 | step 00003/00625 | lr 1.600e-03 | atrl 1.854e+00 | trl0 1.854e+00 | nm 9.403e+01 | nmx 2.684e-02 | 
+2025-11-24 22:32:01,645 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 099/100 | step 00004/00625 | lr 1.600e-03 | atrl 1.918e+00 | trl0 1.918e+00 | nm 9.403e+01 | nmx 3.280e-02 | 
+2025-11-24 22:32:05,387 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 099/100 | step 00005/00625 | lr 1.600e-03 | atrl 1.910e+00 | trl0 1.909e+00 | nm 9.403e+01 | nmx 3.850e-02 | 
+2025-11-24 22:32:09,131 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 099/100 | step 00006/00625 | lr 1.600e-03 | atrl 1.895e+00 | trl0 1.894e+00 | nm 9.403e+01 | nmx 4.397e-02 | 
+2025-11-24 22:32:12,874 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 099/100 | step 00007/00625 | lr 1.600e-03 | atrl 1.874e+00 | trl0 1.873e+00 | nm 9.403e+01 | nmx 4.922e-02 | 
+2025-11-24 22:32:16,617 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 099/100 | step 00008/00625 | lr 1.600e-03 | atrl 1.872e+00 | trl0 1.872e+00 | nm 9.403e+01 | nmx 5.427e-02 | 
+2025-11-24 22:32:20,359 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 099/100 | step 00009/00625 | lr 1.600e-03 | atrl 1.848e+00 | trl0 1.848e+00 | nm 9.403e+01 | nmx 5.914e-02 | 
+2025-11-24 22:32:24,100 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 099/100 | step 00010/00625 | lr 1.600e-03 | atrl 1.893e+00 | trl0 1.891e+00 | nm 9.403e+01 | nmx 6.378e-02 | 
+2025-11-24 22:32:27,844 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 099/100 | step 00011/00625 | lr 1.600e-03 | atrl 1.923e+00 | trl0 1.921e+00 | nm 9.403e+01 | nmx 6.822e-02 | 
+2025-11-24 22:32:31,586 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 099/100 | step 00012/00625 | lr 1.600e-03 | atrl 1.873e+00 | trl0 1.871e+00 | nm 9.402e+01 | nmx 7.245e-02 | 
+2025-11-24 22:32:35,327 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 099/100 | step 00013/00625 | lr 1.600e-03 | atrl 1.855e+00 | trl0 1.851e+00 | nm 9.402e+01 | nmx 7.646e-02 | 
+2025-11-24 22:32:39,071 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 099/100 | step 00014/00625 | lr 1.600e-03 | atrl 1.889e+00 | trl0 1.886e+00 | nm 9.402e+01 | nmx 8.028e-02 | 
+2025-11-24 22:32:42,812 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 099/100 | step 00015/00625 | lr 1.600e-03 | atrl 1.910e+00 | trl0 1.905e+00 | nm 9.402e+01 | nmx 8.388e-02 | 
+2025-11-24 22:32:46,555 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 099/100 | step 00016/00625 | lr 1.600e-03 | atrl 1.937e+00 | trl0 1.933e+00 | nm 9.402e+01 | nmx 8.730e-02 | 
+2025-11-24 22:32:50,298 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 099/100 | step 00017/00625 | lr 1.600e-03 | atrl 1.942e+00 | trl0 1.936e+00 | nm 9.402e+01 | nmx 9.053e-02 | 
+2025-11-24 22:32:54,040 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 099/100 | step 00018/00625 | lr 1.600e-03 | atrl 1.904e+00 | trl0 1.900e+00 | nm 9.402e+01 | nmx 9.364e-02 | 
+2025-11-24 22:32:57,785 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 099/100 | step 00019/00625 | lr 1.600e-03 | atrl 1.890e+00 | trl0 1.885e+00 | nm 9.402e+01 | nmx 9.660e-02 | 
+2025-11-24 22:33:01,526 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 099/100 | step 00020/00625 | lr 1.600e-03 | atrl 1.880e+00 | trl0 1.875e+00 | nm 9.402e+01 | nmx 9.944e-02 | 
+2025-11-24 22:33:05,268 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 099/100 | step 00021/00625 | lr 1.600e-03 | atrl 1.951e+00 | trl0 1.944e+00 | nm 9.402e+01 | nmx 1.021e-01 | 
+2025-11-24 22:33:09,010 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 099/100 | step 00022/00625 | lr 1.600e-03 | atrl 1.927e+00 | trl0 1.923e+00 | nm 9.402e+01 | nmx 1.047e-01 | 
+2025-11-24 22:33:12,752 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 099/100 | step 00023/00625 | lr 1.600e-03 | atrl 1.858e+00 | trl0 1.851e+00 | nm 9.402e+01 | nmx 1.072e-01 | 
+2025-11-24 22:33:16,493 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 099/100 | step 00024/00625 | lr 1.600e-03 | atrl 1.888e+00 | trl0 1.882e+00 | nm 9.402e+01 | nmx 1.096e-01 | 
+2025-11-24 22:33:20,236 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 099/100 | step 00025/00625 | lr 1.600e-03 | atrl 1.900e+00 | trl0 1.895e+00 | nm 9.402e+01 | nmx 1.119e-01 | 
+2025-11-24 22:33:23,977 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 099/100 | step 00026/00625 | lr 1.600e-03 | atrl 1.908e+00 | trl0 1.901e+00 | nm 9.402e+01 | nmx 1.141e-01 | 
+2025-11-24 22:33:27,720 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 099/100 | step 00027/00625 | lr 1.600e-03 | atrl 1.856e+00 | trl0 1.850e+00 | nm 9.402e+01 | nmx 1.162e-01 | 
+2025-11-24 22:33:31,462 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 099/100 | step 00028/00625 | lr 1.600e-03 | atrl 1.856e+00 | trl0 1.849e+00 | nm 9.402e+01 | nmx 1.182e-01 | 
+2025-11-24 22:33:35,203 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 099/100 | step 00029/00625 | lr 1.600e-03 | atrl 1.914e+00 | trl0 1.909e+00 | nm 9.402e+01 | nmx 1.202e-01 | 
+2025-11-24 22:33:38,945 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 099/100 | step 00030/00625 | lr 1.600e-03 | atrl 1.906e+00 | trl0 1.900e+00 | nm 9.402e+01 | nmx 1.220e-01 | 
+2025-11-24 22:33:42,689 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 099/100 | step 00031/00625 | lr 1.600e-03 | atrl 1.968e+00 | trl0 1.962e+00 | nm 9.402e+01 | nmx 1.238e-01 | 
+2025-11-24 22:33:46,431 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 099/100 | step 00032/00625 | lr 1.600e-03 | atrl 1.910e+00 | trl0 1.901e+00 | nm 9.402e+01 | nmx 1.256e-01 | 
+2025-11-24 22:33:50,172 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 099/100 | step 00033/00625 | lr 1.600e-03 | atrl 1.902e+00 | trl0 1.894e+00 | nm 9.402e+01 | nmx 1.272e-01 | 
+2025-11-24 22:33:53,913 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 099/100 | step 00034/00625 | lr 1.600e-03 | atrl 1.979e+00 | trl0 1.969e+00 | nm 9.402e+01 | nmx 1.287e-01 | 
+2025-11-24 22:33:57,654 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 099/100 | step 00035/00625 | lr 1.600e-03 | atrl 1.904e+00 | trl0 1.894e+00 | nm 9.402e+01 | nmx 1.302e-01 | 
+2025-11-24 22:34:01,395 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 099/100 | step 00036/00625 | lr 1.600e-03 | atrl 1.953e+00 | trl0 1.943e+00 | nm 9.402e+01 | nmx 1.316e-01 | 
+2025-11-24 22:34:05,133 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 099/100 | step 00037/00625 | lr 1.600e-03 | atrl 1.951e+00 | trl0 1.943e+00 | nm 9.402e+01 | nmx 1.330e-01 | 
+2025-11-24 22:34:08,874 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 099/100 | step 00038/00625 | lr 1.600e-03 | atrl 1.920e+00 | trl0 1.912e+00 | nm 9.402e+01 | nmx 1.343e-01 | 
+2025-11-24 22:34:12,618 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 099/100 | step 00039/00625 | lr 1.600e-03 | atrl 1.903e+00 | trl0 1.893e+00 | nm 9.402e+01 | nmx 1.356e-01 | 
+2025-11-24 22:34:16,360 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 099/100 | step 00040/00625 | lr 1.600e-03 | atrl 1.920e+00 | trl0 1.912e+00 | nm 9.402e+01 | nmx 1.369e-01 | 
+2025-11-24 22:34:20,102 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 099/100 | step 00041/00625 | lr 1.600e-03 | atrl 1.907e+00 | trl0 1.896e+00 | nm 9.402e+01 | nmx 1.380e-01 | 
+2025-11-24 22:34:23,844 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 099/100 | step 00042/00625 | lr 1.600e-03 | atrl 1.934e+00 | trl0 1.925e+00 | nm 9.402e+01 | nmx 1.392e-01 | 
+2025-11-24 22:34:27,586 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 099/100 | step 00043/00625 | lr 1.600e-03 | atrl 1.846e+00 | trl0 1.836e+00 | nm 9.402e+01 | nmx 1.402e-01 | 
+2025-11-24 22:34:31,327 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 099/100 | step 00044/00625 | lr 1.600e-03 | atrl 1.901e+00 | trl0 1.891e+00 | nm 9.402e+01 | nmx 1.413e-01 | 
+2025-11-24 22:34:35,067 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 099/100 | step 00045/00625 | lr 1.600e-03 | atrl 1.907e+00 | trl0 1.897e+00 | nm 9.402e+01 | nmx 1.423e-01 | 
+2025-11-24 22:34:38,808 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 099/100 | step 00046/00625 | lr 1.600e-03 | atrl 1.888e+00 | trl0 1.877e+00 | nm 9.402e+01 | nmx 1.432e-01 | 
+2025-11-24 22:34:42,551 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 099/100 | step 00047/00625 | lr 1.600e-03 | atrl 1.908e+00 | trl0 1.898e+00 | nm 9.402e+01 | nmx 1.441e-01 | 
+2025-11-24 22:34:46,293 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 099/100 | step 00048/00625 | lr 1.600e-03 | atrl 1.946e+00 | trl0 1.936e+00 | nm 9.402e+01 | nmx 1.450e-01 | 
+2025-11-24 22:34:50,038 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 099/100 | step 00049/00625 | lr 1.600e-03 | atrl 1.948e+00 | trl0 1.938e+00 | nm 9.402e+01 | nmx 1.459e-01 | 
+2025-11-24 22:34:50,431 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 22:34:50,431 | INFO | Starting LR test 4/5: lr=0.8000
+2025-11-24 22:34:50,431 | INFO | Starting EoS for LR factor 0.8000
+2025-11-24 22:34:50,431 | INFO | Starting EoS for checkpoint 98
+2025-11-24 22:34:50,432 | INFO | Starting EoS for model resnet50
+2025-11-24 22:34:50,813 | INFO | Model state successfully loaded
+2025-11-24 22:34:51,212 | INFO | Wrapped model with DDP
+2025-11-24 22:34:51,214 | INFO | Current learning rate: 0.0012800000000000003
+2025-11-24 22:34:51,214 | INFO | Original learning rate: 0.0016000000000000005
+2025-11-24 22:34:51,219 | INFO | 🎯 Momentum Information:
+2025-11-24 22:34:51,219 | INFO |   Extracted vectors: 161
+2025-11-24 22:34:51,219 | INFO |   Has momentum state: True
+2025-11-24 22:34:58,641 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 099/100 | step 00000/00625 | lr 1.280e-03 | atrl 1.926e+00 | trl0 1.926e+00 | nm 9.403e+01 | nmx 5.759e-03 | 
+2025-11-24 22:35:02,385 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 099/100 | step 00001/00625 | lr 1.280e-03 | atrl 1.922e+00 | trl0 1.922e+00 | nm 9.403e+01 | nmx 1.125e-02 | 
+2025-11-24 22:35:06,132 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 099/100 | step 00002/00625 | lr 1.280e-03 | atrl 1.845e+00 | trl0 1.844e+00 | nm 9.403e+01 | nmx 1.650e-02 | 
+2025-11-24 22:35:09,875 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 099/100 | step 00003/00625 | lr 1.280e-03 | atrl 1.854e+00 | trl0 1.854e+00 | nm 9.403e+01 | nmx 2.150e-02 | 
+2025-11-24 22:35:13,617 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 099/100 | step 00004/00625 | lr 1.280e-03 | atrl 1.918e+00 | trl0 1.918e+00 | nm 9.403e+01 | nmx 2.629e-02 | 
+2025-11-24 22:35:17,358 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 099/100 | step 00005/00625 | lr 1.280e-03 | atrl 1.909e+00 | trl0 1.909e+00 | nm 9.403e+01 | nmx 3.088e-02 | 
+2025-11-24 22:35:21,100 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 099/100 | step 00006/00625 | lr 1.280e-03 | atrl 1.894e+00 | trl0 1.894e+00 | nm 9.403e+01 | nmx 3.530e-02 | 
+2025-11-24 22:35:24,841 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 099/100 | step 00007/00625 | lr 1.280e-03 | atrl 1.873e+00 | trl0 1.873e+00 | nm 9.403e+01 | nmx 3.955e-02 | 
+2025-11-24 22:35:28,585 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 099/100 | step 00008/00625 | lr 1.280e-03 | atrl 1.871e+00 | trl0 1.872e+00 | nm 9.403e+01 | nmx 4.365e-02 | 
+2025-11-24 22:35:32,327 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 099/100 | step 00009/00625 | lr 1.280e-03 | atrl 1.847e+00 | trl0 1.848e+00 | nm 9.403e+01 | nmx 4.762e-02 | 
+2025-11-24 22:35:36,067 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 099/100 | step 00010/00625 | lr 1.280e-03 | atrl 1.893e+00 | trl0 1.891e+00 | nm 9.403e+01 | nmx 5.141e-02 | 
+2025-11-24 22:35:39,809 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 099/100 | step 00011/00625 | lr 1.280e-03 | atrl 1.922e+00 | trl0 1.921e+00 | nm 9.403e+01 | nmx 5.505e-02 | 
+2025-11-24 22:35:43,552 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 099/100 | step 00012/00625 | lr 1.280e-03 | atrl 1.872e+00 | trl0 1.871e+00 | nm 9.403e+01 | nmx 5.854e-02 | 
+2025-11-24 22:35:47,293 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 099/100 | step 00013/00625 | lr 1.280e-03 | atrl 1.853e+00 | trl0 1.851e+00 | nm 9.403e+01 | nmx 6.186e-02 | 
+2025-11-24 22:35:51,036 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 099/100 | step 00014/00625 | lr 1.280e-03 | atrl 1.888e+00 | trl0 1.886e+00 | nm 9.403e+01 | nmx 6.504e-02 | 
+2025-11-24 22:35:54,778 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 099/100 | step 00015/00625 | lr 1.280e-03 | atrl 1.908e+00 | trl0 1.905e+00 | nm 9.402e+01 | nmx 6.804e-02 | 
+2025-11-24 22:35:58,520 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 099/100 | step 00016/00625 | lr 1.280e-03 | atrl 1.935e+00 | trl0 1.933e+00 | nm 9.402e+01 | nmx 7.092e-02 | 
+2025-11-24 22:36:02,263 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 099/100 | step 00017/00625 | lr 1.280e-03 | atrl 1.940e+00 | trl0 1.936e+00 | nm 9.402e+01 | nmx 7.365e-02 | 
+2025-11-24 22:36:06,004 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 099/100 | step 00018/00625 | lr 1.280e-03 | atrl 1.902e+00 | trl0 1.900e+00 | nm 9.402e+01 | nmx 7.628e-02 | 
+2025-11-24 22:36:09,746 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 099/100 | step 00019/00625 | lr 1.280e-03 | atrl 1.888e+00 | trl0 1.885e+00 | nm 9.402e+01 | nmx 7.881e-02 | 
+2025-11-24 22:36:13,488 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 099/100 | step 00020/00625 | lr 1.280e-03 | atrl 1.878e+00 | trl0 1.875e+00 | nm 9.402e+01 | nmx 8.123e-02 | 
+2025-11-24 22:36:17,230 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 099/100 | step 00021/00625 | lr 1.280e-03 | atrl 1.949e+00 | trl0 1.944e+00 | nm 9.402e+01 | nmx 8.354e-02 | 
+2025-11-24 22:36:20,974 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 099/100 | step 00022/00625 | lr 1.280e-03 | atrl 1.925e+00 | trl0 1.923e+00 | nm 9.402e+01 | nmx 8.579e-02 | 
+2025-11-24 22:36:24,718 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 099/100 | step 00023/00625 | lr 1.280e-03 | atrl 1.856e+00 | trl0 1.851e+00 | nm 9.402e+01 | nmx 8.794e-02 | 
+2025-11-24 22:36:28,460 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 099/100 | step 00024/00625 | lr 1.280e-03 | atrl 1.886e+00 | trl0 1.882e+00 | nm 9.402e+01 | nmx 9.001e-02 | 
+2025-11-24 22:36:32,202 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 099/100 | step 00025/00625 | lr 1.280e-03 | atrl 1.898e+00 | trl0 1.895e+00 | nm 9.402e+01 | nmx 9.201e-02 | 
+2025-11-24 22:36:35,944 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 099/100 | step 00026/00625 | lr 1.280e-03 | atrl 1.906e+00 | trl0 1.901e+00 | nm 9.402e+01 | nmx 9.395e-02 | 
+2025-11-24 22:36:39,686 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 099/100 | step 00027/00625 | lr 1.280e-03 | atrl 1.854e+00 | trl0 1.850e+00 | nm 9.402e+01 | nmx 9.581e-02 | 
+2025-11-24 22:36:43,428 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 099/100 | step 00028/00625 | lr 1.280e-03 | atrl 1.854e+00 | trl0 1.849e+00 | nm 9.402e+01 | nmx 9.758e-02 | 
+2025-11-24 22:36:47,169 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 099/100 | step 00029/00625 | lr 1.280e-03 | atrl 1.912e+00 | trl0 1.909e+00 | nm 9.402e+01 | nmx 9.931e-02 | 
+2025-11-24 22:36:50,911 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 099/100 | step 00030/00625 | lr 1.280e-03 | atrl 1.903e+00 | trl0 1.900e+00 | nm 9.402e+01 | nmx 1.010e-01 | 
+2025-11-24 22:36:54,654 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 099/100 | step 00031/00625 | lr 1.280e-03 | atrl 1.965e+00 | trl0 1.962e+00 | nm 9.402e+01 | nmx 1.026e-01 | 
+2025-11-24 22:36:58,394 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 099/100 | step 00032/00625 | lr 1.280e-03 | atrl 1.907e+00 | trl0 1.901e+00 | nm 9.402e+01 | nmx 1.042e-01 | 
+2025-11-24 22:37:02,136 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 099/100 | step 00033/00625 | lr 1.280e-03 | atrl 1.899e+00 | trl0 1.894e+00 | nm 9.402e+01 | nmx 1.057e-01 | 
+2025-11-24 22:37:05,878 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 099/100 | step 00034/00625 | lr 1.280e-03 | atrl 1.976e+00 | trl0 1.969e+00 | nm 9.402e+01 | nmx 1.071e-01 | 
+2025-11-24 22:37:09,620 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 099/100 | step 00035/00625 | lr 1.280e-03 | atrl 1.901e+00 | trl0 1.894e+00 | nm 9.402e+01 | nmx 1.085e-01 | 
+2025-11-24 22:37:13,362 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 099/100 | step 00036/00625 | lr 1.280e-03 | atrl 1.950e+00 | trl0 1.943e+00 | nm 9.402e+01 | nmx 1.098e-01 | 
+2025-11-24 22:37:17,105 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 099/100 | step 00037/00625 | lr 1.280e-03 | atrl 1.948e+00 | trl0 1.943e+00 | nm 9.402e+01 | nmx 1.111e-01 | 
+2025-11-24 22:37:20,847 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 099/100 | step 00038/00625 | lr 1.280e-03 | atrl 1.917e+00 | trl0 1.912e+00 | nm 9.402e+01 | nmx 1.124e-01 | 
+2025-11-24 22:37:24,590 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 099/100 | step 00039/00625 | lr 1.280e-03 | atrl 1.899e+00 | trl0 1.893e+00 | nm 9.402e+01 | nmx 1.136e-01 | 
+2025-11-24 22:37:28,331 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 099/100 | step 00040/00625 | lr 1.280e-03 | atrl 1.917e+00 | trl0 1.912e+00 | nm 9.402e+01 | nmx 1.148e-01 | 
+2025-11-24 22:37:32,073 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 099/100 | step 00041/00625 | lr 1.280e-03 | atrl 1.903e+00 | trl0 1.896e+00 | nm 9.402e+01 | nmx 1.159e-01 | 
+2025-11-24 22:37:35,814 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 099/100 | step 00042/00625 | lr 1.280e-03 | atrl 1.931e+00 | trl0 1.925e+00 | nm 9.402e+01 | nmx 1.170e-01 | 
+2025-11-24 22:37:39,555 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 099/100 | step 00043/00625 | lr 1.280e-03 | atrl 1.843e+00 | trl0 1.836e+00 | nm 9.402e+01 | nmx 1.180e-01 | 
+2025-11-24 22:37:43,298 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 099/100 | step 00044/00625 | lr 1.280e-03 | atrl 1.898e+00 | trl0 1.891e+00 | nm 9.402e+01 | nmx 1.190e-01 | 
+2025-11-24 22:37:47,039 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 099/100 | step 00045/00625 | lr 1.280e-03 | atrl 1.903e+00 | trl0 1.897e+00 | nm 9.402e+01 | nmx 1.200e-01 | 
+2025-11-24 22:37:50,779 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 099/100 | step 00046/00625 | lr 1.280e-03 | atrl 1.884e+00 | trl0 1.877e+00 | nm 9.402e+01 | nmx 1.210e-01 | 
+2025-11-24 22:37:54,521 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 099/100 | step 00047/00625 | lr 1.280e-03 | atrl 1.905e+00 | trl0 1.898e+00 | nm 9.402e+01 | nmx 1.219e-01 | 
+2025-11-24 22:37:58,264 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 099/100 | step 00048/00625 | lr 1.280e-03 | atrl 1.943e+00 | trl0 1.936e+00 | nm 9.402e+01 | nmx 1.228e-01 | 
+2025-11-24 22:38:02,006 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 099/100 | step 00049/00625 | lr 1.280e-03 | atrl 1.945e+00 | trl0 1.938e+00 | nm 9.402e+01 | nmx 1.236e-01 | 
+2025-11-24 22:38:02,500 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 22:38:02,500 | INFO | Starting LR test 5/5: lr=0.6000
+2025-11-24 22:38:02,500 | INFO | Starting EoS for LR factor 0.6000
+2025-11-24 22:38:02,500 | INFO | Starting EoS for checkpoint 98
+2025-11-24 22:38:02,501 | INFO | Starting EoS for model resnet50
+2025-11-24 22:38:02,883 | INFO | Model state successfully loaded
+2025-11-24 22:38:03,154 | INFO | Wrapped model with DDP
+2025-11-24 22:38:03,156 | INFO | Current learning rate: 0.0009600000000000002
+2025-11-24 22:38:03,157 | INFO | Original learning rate: 0.0016000000000000005
+2025-11-24 22:38:03,160 | INFO | 🎯 Momentum Information:
+2025-11-24 22:38:03,160 | INFO |   Extracted vectors: 161
+2025-11-24 22:38:03,160 | INFO |   Has momentum state: True
+2025-11-24 22:38:10,621 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 099/100 | step 00000/00625 | lr 9.600e-04 | atrl 1.926e+00 | trl0 1.926e+00 | nm 9.403e+01 | nmx 4.319e-03 | 
+2025-11-24 22:38:14,361 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 099/100 | step 00001/00625 | lr 9.600e-04 | atrl 1.922e+00 | trl0 1.922e+00 | nm 9.403e+01 | nmx 8.440e-03 | 
+2025-11-24 22:38:18,101 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 099/100 | step 00002/00625 | lr 9.600e-04 | atrl 1.845e+00 | trl0 1.844e+00 | nm 9.403e+01 | nmx 1.238e-02 | 
+2025-11-24 22:38:21,842 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 099/100 | step 00003/00625 | lr 9.600e-04 | atrl 1.854e+00 | trl0 1.854e+00 | nm 9.403e+01 | nmx 1.615e-02 | 
+2025-11-24 22:38:25,584 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 099/100 | step 00004/00625 | lr 9.600e-04 | atrl 1.918e+00 | trl0 1.918e+00 | nm 9.403e+01 | nmx 1.976e-02 | 
+2025-11-24 22:38:29,325 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 099/100 | step 00005/00625 | lr 9.600e-04 | atrl 1.909e+00 | trl0 1.909e+00 | nm 9.403e+01 | nmx 2.323e-02 | 
+2025-11-24 22:38:33,068 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 099/100 | step 00006/00625 | lr 9.600e-04 | atrl 1.894e+00 | trl0 1.894e+00 | nm 9.403e+01 | nmx 2.657e-02 | 
+2025-11-24 22:38:36,810 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 099/100 | step 00007/00625 | lr 9.600e-04 | atrl 1.873e+00 | trl0 1.873e+00 | nm 9.403e+01 | nmx 2.980e-02 | 
+2025-11-24 22:38:40,554 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 099/100 | step 00008/00625 | lr 9.600e-04 | atrl 1.871e+00 | trl0 1.872e+00 | nm 9.403e+01 | nmx 3.292e-02 | 
+2025-11-24 22:38:44,294 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 099/100 | step 00009/00625 | lr 9.600e-04 | atrl 1.847e+00 | trl0 1.848e+00 | nm 9.403e+01 | nmx 3.595e-02 | 
+2025-11-24 22:38:48,035 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 099/100 | step 00010/00625 | lr 9.600e-04 | atrl 1.892e+00 | trl0 1.891e+00 | nm 9.403e+01 | nmx 3.886e-02 | 
+2025-11-24 22:38:51,776 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 099/100 | step 00011/00625 | lr 9.600e-04 | atrl 1.922e+00 | trl0 1.921e+00 | nm 9.403e+01 | nmx 4.166e-02 | 
+2025-11-24 22:38:55,516 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 099/100 | step 00012/00625 | lr 9.600e-04 | atrl 1.871e+00 | trl0 1.871e+00 | nm 9.403e+01 | nmx 4.436e-02 | 
+2025-11-24 22:38:59,257 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 099/100 | step 00013/00625 | lr 9.600e-04 | atrl 1.852e+00 | trl0 1.851e+00 | nm 9.403e+01 | nmx 4.693e-02 | 
+2025-11-24 22:39:03,001 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 099/100 | step 00014/00625 | lr 9.600e-04 | atrl 1.887e+00 | trl0 1.886e+00 | nm 9.403e+01 | nmx 4.941e-02 | 
+2025-11-24 22:39:06,740 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 099/100 | step 00015/00625 | lr 9.600e-04 | atrl 1.907e+00 | trl0 1.905e+00 | nm 9.403e+01 | nmx 5.177e-02 | 
+2025-11-24 22:39:10,479 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 099/100 | step 00016/00625 | lr 9.600e-04 | atrl 1.934e+00 | trl0 1.933e+00 | nm 9.403e+01 | nmx 5.404e-02 | 
+2025-11-24 22:39:14,219 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 099/100 | step 00017/00625 | lr 9.600e-04 | atrl 1.938e+00 | trl0 1.936e+00 | nm 9.403e+01 | nmx 5.621e-02 | 
+2025-11-24 22:39:17,962 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 099/100 | step 00018/00625 | lr 9.600e-04 | atrl 1.901e+00 | trl0 1.900e+00 | nm 9.403e+01 | nmx 5.830e-02 | 
+2025-11-24 22:39:21,702 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 099/100 | step 00019/00625 | lr 9.600e-04 | atrl 1.887e+00 | trl0 1.885e+00 | nm 9.403e+01 | nmx 6.032e-02 | 
+2025-11-24 22:39:25,442 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 099/100 | step 00020/00625 | lr 9.600e-04 | atrl 1.877e+00 | trl0 1.875e+00 | nm 9.402e+01 | nmx 6.227e-02 | 
+2025-11-24 22:39:29,181 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 099/100 | step 00021/00625 | lr 9.600e-04 | atrl 1.947e+00 | trl0 1.944e+00 | nm 9.402e+01 | nmx 6.413e-02 | 
+2025-11-24 22:39:32,920 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 099/100 | step 00022/00625 | lr 9.600e-04 | atrl 1.923e+00 | trl0 1.923e+00 | nm 9.402e+01 | nmx 6.595e-02 | 
+2025-11-24 22:39:36,659 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 099/100 | step 00023/00625 | lr 9.600e-04 | atrl 1.854e+00 | trl0 1.851e+00 | nm 9.402e+01 | nmx 6.770e-02 | 
+2025-11-24 22:39:40,399 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 099/100 | step 00024/00625 | lr 9.600e-04 | atrl 1.884e+00 | trl0 1.882e+00 | nm 9.402e+01 | nmx 6.939e-02 | 
+2025-11-24 22:39:44,139 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 099/100 | step 00025/00625 | lr 9.600e-04 | atrl 1.896e+00 | trl0 1.895e+00 | nm 9.402e+01 | nmx 7.103e-02 | 
+2025-11-24 22:39:47,881 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 099/100 | step 00026/00625 | lr 9.600e-04 | atrl 1.904e+00 | trl0 1.901e+00 | nm 9.402e+01 | nmx 7.262e-02 | 
+2025-11-24 22:39:51,622 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 099/100 | step 00027/00625 | lr 9.600e-04 | atrl 1.852e+00 | trl0 1.850e+00 | nm 9.402e+01 | nmx 7.416e-02 | 
+2025-11-24 22:39:55,362 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 099/100 | step 00028/00625 | lr 9.600e-04 | atrl 1.851e+00 | trl0 1.849e+00 | nm 9.402e+01 | nmx 7.564e-02 | 
+2025-11-24 22:39:59,101 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 099/100 | step 00029/00625 | lr 9.600e-04 | atrl 1.910e+00 | trl0 1.909e+00 | nm 9.402e+01 | nmx 7.708e-02 | 
+2025-11-24 22:40:02,840 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 099/100 | step 00030/00625 | lr 9.600e-04 | atrl 1.901e+00 | trl0 1.900e+00 | nm 9.402e+01 | nmx 7.849e-02 | 
+2025-11-24 22:40:06,581 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 099/100 | step 00031/00625 | lr 9.600e-04 | atrl 1.963e+00 | trl0 1.962e+00 | nm 9.402e+01 | nmx 7.987e-02 | 
+2025-11-24 22:40:10,321 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 099/100 | step 00032/00625 | lr 9.600e-04 | atrl 1.905e+00 | trl0 1.901e+00 | nm 9.402e+01 | nmx 8.120e-02 | 
+2025-11-24 22:40:14,059 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 099/100 | step 00033/00625 | lr 9.600e-04 | atrl 1.896e+00 | trl0 1.894e+00 | nm 9.402e+01 | nmx 8.248e-02 | 
+2025-11-24 22:40:17,799 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 099/100 | step 00034/00625 | lr 9.600e-04 | atrl 1.974e+00 | trl0 1.969e+00 | nm 9.402e+01 | nmx 8.371e-02 | 
+2025-11-24 22:40:21,540 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 099/100 | step 00035/00625 | lr 9.600e-04 | atrl 1.898e+00 | trl0 1.894e+00 | nm 9.402e+01 | nmx 8.490e-02 | 
+2025-11-24 22:40:25,281 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 099/100 | step 00036/00625 | lr 9.600e-04 | atrl 1.947e+00 | trl0 1.943e+00 | nm 9.402e+01 | nmx 8.605e-02 | 
+2025-11-24 22:40:29,021 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 099/100 | step 00037/00625 | lr 9.600e-04 | atrl 1.945e+00 | trl0 1.943e+00 | nm 9.402e+01 | nmx 8.718e-02 | 
+2025-11-24 22:40:32,762 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 099/100 | step 00038/00625 | lr 9.600e-04 | atrl 1.914e+00 | trl0 1.912e+00 | nm 9.402e+01 | nmx 8.830e-02 | 
+2025-11-24 22:40:36,501 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 099/100 | step 00039/00625 | lr 9.600e-04 | atrl 1.897e+00 | trl0 1.893e+00 | nm 9.402e+01 | nmx 8.937e-02 | 
+2025-11-24 22:40:40,242 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 099/100 | step 00040/00625 | lr 9.600e-04 | atrl 1.915e+00 | trl0 1.912e+00 | nm 9.402e+01 | nmx 9.043e-02 | 
+2025-11-24 22:40:43,983 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 099/100 | step 00041/00625 | lr 9.600e-04 | atrl 1.900e+00 | trl0 1.896e+00 | nm 9.402e+01 | nmx 9.144e-02 | 
+2025-11-24 22:40:47,724 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 099/100 | step 00042/00625 | lr 9.600e-04 | atrl 1.928e+00 | trl0 1.925e+00 | nm 9.402e+01 | nmx 9.243e-02 | 
+2025-11-24 22:40:51,464 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 099/100 | step 00043/00625 | lr 9.600e-04 | atrl 1.840e+00 | trl0 1.836e+00 | nm 9.402e+01 | nmx 9.339e-02 | 
+2025-11-24 22:40:55,202 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 099/100 | step 00044/00625 | lr 9.600e-04 | atrl 1.895e+00 | trl0 1.891e+00 | nm 9.402e+01 | nmx 9.432e-02 | 
+2025-11-24 22:40:58,942 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 099/100 | step 00045/00625 | lr 9.600e-04 | atrl 1.900e+00 | trl0 1.897e+00 | nm 9.402e+01 | nmx 9.523e-02 | 
+2025-11-24 22:41:02,683 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 099/100 | step 00046/00625 | lr 9.600e-04 | atrl 1.881e+00 | trl0 1.877e+00 | nm 9.402e+01 | nmx 9.611e-02 | 
+2025-11-24 22:41:06,422 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 099/100 | step 00047/00625 | lr 9.600e-04 | atrl 1.902e+00 | trl0 1.898e+00 | nm 9.402e+01 | nmx 9.696e-02 | 
+2025-11-24 22:41:10,160 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 099/100 | step 00048/00625 | lr 9.600e-04 | atrl 1.940e+00 | trl0 1.936e+00 | nm 9.402e+01 | nmx 9.779e-02 | 
+2025-11-24 22:41:13,900 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 099/100 | step 00049/00625 | lr 9.600e-04 | atrl 1.942e+00 | trl0 1.938e+00 | nm 9.402e+01 | nmx 9.861e-02 |