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Merged
VseMeshkov merged 1 commit into from
Apr 5, 2026
Merged

add logs dir #4

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37 changes: 37 additions & 0 deletions logs/pretrain_to_task_logs/cifar10-cifar100.yaml
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pretrain: {}
pretrain_to_task_config:
device: cuda
estimate_network_params:
hidden_dim: 256
num_classes: 10
model:
name: resnet18
pretrained: true
need_pretrain: false
paths:
checkpoint: /home/machenike/bmml/DataMetaMap/checkpoints/cifar10_pretrain.pt
checkpoint_task: /home/machenike/bmml/DataMetaMap/checkpoints/best_model.pt
data_dir: /home/machenike/bmml/DataMetaMap/data
save_logs: /home/machenike/bmml/DataMetaMap/logs/pretrain_to_task_logs/cifar10-cifar100.yaml
test_parquet: /home/machenike/bmml/DataMetaMap/pretrain_embeddings/test_embeds.parquet
train_parquet: /home/machenike/bmml/DataMetaMap/pretrain_embeddings/train_embeds.parquet
pretrain_dataset_name: cifar10
pretrain_only: false
seed: 42
task_dataset_name: cifar100
training:
batch_size: 128
early_stopping_epochs: 5
epochs: 20
lr: 0.0003
val_split: 0.2
training_task:
batch_size: 128
early_stopping_epochs: 10
epochs: 20
lr: 0.0003
val_split: 0.2
task:
best_val_accuracy: 0.5028
best_val_epoch: 19
test_acc: 0.496
37 changes: 37 additions & 0 deletions logs/pretrain_to_task_logs/cifar10-kmnist.yaml
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pretrain: {}
pretrain_to_task_config:
device: cuda
estimate_network_params:
hidden_dim: 256
num_classes: 10
model:
name: resnet18
pretrained: true
need_pretrain: false
paths:
checkpoint: /home/machenike/bmml/DataMetaMap/checkpoints/cifar10_pretrain.pt
checkpoint_task: /home/machenike/bmml/DataMetaMap/checkpoints/best_model.pt
data_dir: /home/machenike/bmml/DataMetaMap/data
save_logs: /home/machenike/bmml/DataMetaMap/logs/pretrain_to_task_logs/cifar10-kmnist.yaml
test_parquet: /home/machenike/bmml/DataMetaMap/pretrain_embeddings/test_embeds.parquet
train_parquet: /home/machenike/bmml/DataMetaMap/pretrain_embeddings/train_embeds.parquet
pretrain_dataset_name: cifar10
pretrain_only: false
seed: 42
task_dataset_name: kmnist
training:
batch_size: 128
early_stopping_epochs: 5
epochs: 20
lr: 0.0003
val_split: 0.2
training_task:
batch_size: 128
early_stopping_epochs: 10
epochs: 20
lr: 0.0003
val_split: 0.2
task:
best_val_accuracy: 0.9758333333333333
best_val_epoch: 14
test_acc: 0.9752
37 changes: 37 additions & 0 deletions logs/pretrain_to_task_logs/cifar10-letters.yaml
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pretrain: {}
pretrain_to_task_config:
device: cuda
estimate_network_params:
hidden_dim: 256
num_classes: 10
model:
name: resnet18
pretrained: true
need_pretrain: false
paths:
checkpoint: /home/machenike/bmml/DataMetaMap/checkpoints/cifar10_pretrain.pt
checkpoint_task: /home/machenike/bmml/DataMetaMap/checkpoints/best_model.pt
data_dir: /home/machenike/bmml/DataMetaMap/data
save_logs: /home/machenike/bmml/DataMetaMap/logs/pretrain_to_task_logs/cifar10-letters.yaml
test_parquet: /home/machenike/bmml/DataMetaMap/pretrain_embeddings/test_embeds.parquet
train_parquet: /home/machenike/bmml/DataMetaMap/pretrain_embeddings/train_embeds.parquet
pretrain_dataset_name: cifar10
pretrain_only: false
seed: 42
task_dataset_name: letters
training:
batch_size: 128
early_stopping_epochs: 5
epochs: 20
lr: 0.0003
val_split: 0.2
training_task:
batch_size: 128
early_stopping_epochs: 10
epochs: 20
lr: 0.0003
val_split: 0.2
task:
best_val_accuracy: 0.8977163461538461
best_val_epoch: 19
test_acc: 0.896201923076923
37 changes: 37 additions & 0 deletions logs/pretrain_to_task_logs/cifar10-mnist.yaml
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pretrain: best_val_epoch
pretrain_to_task_config:
device: cuda
estimate_network_params:
hidden_dim: 256
num_classes: 10
model:
name: resnet18
pretrained: true
need_pretrain: true
paths:
checkpoint: /home/machenike/bmml/DataMetaMap/checkpoints/cifar10_pretrain.pt
checkpoint_task: /home/machenike/bmml/DataMetaMap/checkpoints/best_model.pt
data_dir: /home/machenike/bmml/DataMetaMap/data
save_logs: /home/machenike/bmml/DataMetaMap/logs/pretrain_to_task_logs/cifar10-mnist.yaml
test_parquet: /home/machenike/bmml/DataMetaMap/pretrain_embeddings/test_embeds.parquet
train_parquet: /home/machenike/bmml/DataMetaMap/pretrain_embeddings/train_embeds.parquet
pretrain_dataset_name: cifar10
pretrain_only: false
seed: 42
task_dataset_name: mnist
training:
batch_size: 128
early_stopping_epochs: 5
epochs: 20
lr: 0.0003
val_split: 0.2
training_task:
batch_size: 128
early_stopping_epochs: 10
epochs: 20
lr: 0.0003
val_split: 0.2
task:
best_val_accuracy: 0.9723333333333334
best_val_epoch: 16
test_acc: 0.9714
37 changes: 37 additions & 0 deletions logs/pretrain_to_task_logs/cifar100-cifar10.yaml
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pretrain: {}
pretrain_to_task_config:
device: cuda
estimate_network_params:
hidden_dim: 256
num_classes: 10
model:
name: resnet18
pretrained: true
need_pretrain: false
paths:
checkpoint: /home/machenike/bmml/DataMetaMap/checkpoints/cifar100_pretrain.pt
checkpoint_task: /home/machenike/bmml/DataMetaMap/checkpoints/best_model.pt
data_dir: /home/machenike/bmml/DataMetaMap/data
save_logs: /home/machenike/bmml/DataMetaMap/logs/pretrain_to_task_logs/cifar100-cifar10.yaml
test_parquet: /home/machenike/bmml/DataMetaMap/pretrain_embeddings/test_embeds.parquet
train_parquet: /home/machenike/bmml/DataMetaMap/pretrain_embeddings/train_embeds.parquet
pretrain_dataset_name: cifar100
pretrain_only: false
seed: 42
task_dataset_name: cifar10
training:
batch_size: 128
early_stopping_epochs: 5
epochs: 20
lr: 0.0003
val_split: 0.2
training_task:
batch_size: 128
early_stopping_epochs: 10
epochs: 20
lr: 0.0003
val_split: 0.2
task:
best_val_accuracy: 0.8867
best_val_epoch: 10
test_acc: 0.8798
37 changes: 37 additions & 0 deletions logs/pretrain_to_task_logs/cifar100-kmnist.yaml
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pretrain: {}
pretrain_to_task_config:
device: cuda
estimate_network_params:
hidden_dim: 256
num_classes: 10
model:
name: resnet18
pretrained: true
need_pretrain: false
paths:
checkpoint: /home/machenike/bmml/DataMetaMap/checkpoints/cifar100_pretrain.pt
checkpoint_task: /home/machenike/bmml/DataMetaMap/checkpoints/best_model.pt
data_dir: /home/machenike/bmml/DataMetaMap/data
save_logs: /home/machenike/bmml/DataMetaMap/logs/pretrain_to_task_logs/cifar100-kmnist.yaml
test_parquet: /home/machenike/bmml/DataMetaMap/pretrain_embeddings/test_embeds.parquet
train_parquet: /home/machenike/bmml/DataMetaMap/pretrain_embeddings/train_embeds.parquet
pretrain_dataset_name: cifar100
pretrain_only: false
seed: 42
task_dataset_name: kmnist
training:
batch_size: 128
early_stopping_epochs: 5
epochs: 20
lr: 0.0003
val_split: 0.2
training_task:
batch_size: 128
early_stopping_epochs: 10
epochs: 20
lr: 0.0003
val_split: 0.2
task:
best_val_accuracy: 0.9846666666666667
best_val_epoch: 15
test_acc: 0.9796
37 changes: 37 additions & 0 deletions logs/pretrain_to_task_logs/cifar100-letters.yaml
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pretrain: {}
pretrain_to_task_config:
device: cuda
estimate_network_params:
hidden_dim: 256
num_classes: 10
model:
name: resnet18
pretrained: true
need_pretrain: false
paths:
checkpoint: /home/machenike/bmml/DataMetaMap/checkpoints/cifar100_pretrain.pt
checkpoint_task: /home/machenike/bmml/DataMetaMap/checkpoints/best_model.pt
data_dir: /home/machenike/bmml/DataMetaMap/data
save_logs: /home/machenike/bmml/DataMetaMap/logs/pretrain_to_task_logs/cifar100-letters.yaml
test_parquet: /home/machenike/bmml/DataMetaMap/pretrain_embeddings/test_embeds.parquet
train_parquet: /home/machenike/bmml/DataMetaMap/pretrain_embeddings/train_embeds.parquet
pretrain_dataset_name: cifar100
pretrain_only: false
seed: 42
task_dataset_name: letters
training:
batch_size: 128
early_stopping_epochs: 5
epochs: 20
lr: 0.0003
val_split: 0.2
training_task:
batch_size: 128
early_stopping_epochs: 10
epochs: 20
lr: 0.0003
val_split: 0.2
task:
best_val_accuracy: 0.9174278846153846
best_val_epoch: 16
test_acc: 0.9126442307692307
37 changes: 37 additions & 0 deletions logs/pretrain_to_task_logs/cifar100-mnist.yaml
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pretrain: best_val_epoch
pretrain_to_task_config:
device: cuda
estimate_network_params:
hidden_dim: 256
num_classes: 10
model:
name: resnet18
pretrained: true
need_pretrain: true
paths:
checkpoint: /home/machenike/bmml/DataMetaMap/checkpoints/cifar100_pretrain.pt
checkpoint_task: /home/machenike/bmml/DataMetaMap/checkpoints/best_model.pt
data_dir: /home/machenike/bmml/DataMetaMap/data
save_logs: /home/machenike/bmml/DataMetaMap/logs/pretrain_to_task_logs/cifar100-mnist.yaml
test_parquet: /home/machenike/bmml/DataMetaMap/pretrain_embeddings/test_embeds.parquet
train_parquet: /home/machenike/bmml/DataMetaMap/pretrain_embeddings/train_embeds.parquet
pretrain_dataset_name: cifar100
pretrain_only: false
seed: 42
task_dataset_name: mnist
training:
batch_size: 128
early_stopping_epochs: 5
epochs: 20
lr: 0.0003
val_split: 0.2
training_task:
batch_size: 128
early_stopping_epochs: 10
epochs: 20
lr: 0.0003
val_split: 0.2
task:
best_val_accuracy: 0.98625
best_val_epoch: 15
test_acc: 0.9815
38 changes: 38 additions & 0 deletions logs/pretrain_to_task_logs/imagenet-cifar10.yaml
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pretrain: {}
pretrain_to_task_config:
device: cuda
estimate_network_params:
hidden_dim: 256
num_classes: 10
model:
name: resnet18
pretrained: true
need_pretrain: false
paths:
checkpoint: /home/machenike/bmml/DataMetaMap/checkpoints/imagenet_pretrain.pt
checkpoint_task: /home/machenike/bmml/DataMetaMap/checkpoints/best_model.pt
data_dir: /home/machenike/bmml/DataMetaMap/data
save_logs: /home/machenike/bmml/DataMetaMap/logs/pretrain_to_task_logs/imagenet-cifar10.yaml
test_parquet: /home/machenike/bmml/DataMetaMap/pretrain_embeddings/test_embeds.parquet
train_parquet: /home/machenike/bmml/DataMetaMap/pretrain_embeddings/train_embeds.parquet
pretrain_dataset_name: imagenet
pretrain_only: false
seed: 42
task_dataset_name: cifar10
training:
batch_size: 128
early_stopping_epochs: 5
epochs: 20
lr: 0.0003
val_split: 0.2
training_task:
batch_size: 128
early_stopping_epochs: 10
epochs: 20
lr: 0.0003
val_split: 0.2
use_basic_model: true
task:
best_val_accuracy: 0.898
best_val_epoch: 12
test_acc: 0.8834
38 changes: 38 additions & 0 deletions logs/pretrain_to_task_logs/imagenet-cifar100.yaml
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pretrain: {}
pretrain_to_task_config:
device: cuda
estimate_network_params:
hidden_dim: 256
num_classes: 10
model:
name: resnet18
pretrained: true
need_pretrain: false
paths:
checkpoint: /home/machenike/bmml/DataMetaMap/checkpoints/imagenet_pretrain.pt
checkpoint_task: /home/machenike/bmml/DataMetaMap/checkpoints/best_model.pt
data_dir: /home/machenike/bmml/DataMetaMap/data
save_logs: /home/machenike/bmml/DataMetaMap/logs/pretrain_to_task_logs/imagenet-cifar100.yaml
test_parquet: /home/machenike/bmml/DataMetaMap/pretrain_embeddings/test_embeds.parquet
train_parquet: /home/machenike/bmml/DataMetaMap/pretrain_embeddings/train_embeds.parquet
pretrain_dataset_name: imagenet
pretrain_only: false
seed: 42
task_dataset_name: cifar100
training:
batch_size: 128
early_stopping_epochs: 5
epochs: 20
lr: 0.0003
val_split: 0.2
training_task:
batch_size: 128
early_stopping_epochs: 10
epochs: 20
lr: 0.0003
val_split: 0.2
use_basic_model: true
task:
best_val_accuracy: 0.6802
best_val_epoch: 9
test_acc: 0.6789
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