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2026-05-07 20:47:30 +08:00
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45
Unified_CFM/configs/cicddos2019_reference_blockdiag.yaml Normal file
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save_dir: /home/chy/JANUS/artifacts/phaseC_reference_2026_04_25/cicddos2019_ref_blockdiag_seed42
source_store: /home/chy/JANUS/datasets/cicddos2019/processed/full_store
flows_parquet: /home/chy/JANUS/datasets/cicddos2019/processed/flows.parquet
flow_features_path: /home/chy/JANUS/datasets/cicddos2019/processed/flow_features.parquet
flow_features_align: auto
T: 64
n_train: 10000
min_len: 2
packet_preprocess: mixed_dequant
seed: 42
data_seed: 42
train_ratio: 0.8
benign_label: normal
val_cap: 20000
attack_cap: 20000
d_model: 128
n_layers: 4
n_heads: 4
mlp_ratio: 4.0
time_dim: 64
token_dim:
reference_mode: block_diagonal
batch_size: 256
num_workers: 0
epochs: 50
lr: 3.0e-4
weight_decay: 0.01
grad_clip: 1.0
eval_every: 10
eval_n: 20000
eval_batch_size: 512
eval_n_steps: 8
sigma: 0.1
use_ot: true
lambda_flow: 0.0
lambda_packet: 0.0
packet_mask_ratio: 0.5
device: auto

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Unified_CFM/configs/cicddos2019_reference_independent.yaml Normal file
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save_dir: /home/chy/JANUS/artifacts/phaseC_reference_2026_04_25/cicddos2019_ref_independent_seed42
source_store: /home/chy/JANUS/datasets/cicddos2019/processed/full_store
flows_parquet: /home/chy/JANUS/datasets/cicddos2019/processed/flows.parquet
flow_features_path: /home/chy/JANUS/datasets/cicddos2019/processed/flow_features.parquet
flow_features_align: auto
T: 64
n_train: 10000
min_len: 2
packet_preprocess: mixed_dequant
seed: 42
data_seed: 42
train_ratio: 0.8
benign_label: normal
val_cap: 20000
attack_cap: 20000
d_model: 128
n_layers: 4
n_heads: 4
mlp_ratio: 4.0
time_dim: 64
token_dim:
reference_mode: independent_token
batch_size: 256
num_workers: 0
epochs: 50
lr: 3.0e-4
weight_decay: 0.01
grad_clip: 1.0
eval_every: 10
eval_n: 10000
eval_batch_size: 512
eval_n_steps: 8
sigma: 0.1
use_ot: true
lambda_flow: 0.0
lambda_packet: 0.0
packet_mask_ratio: 0.5
device: auto

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Unified_CFM/configs/cicddos2019_within.yaml Normal file
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save_dir: /home/chy/JANUS/artifacts/runs/unified_cfm_cicddos2019_within_2026_04_25
source_store: /home/chy/JANUS/datasets/cicddos2019/processed/full_store
flows_parquet: /home/chy/JANUS/datasets/cicddos2019/processed/flows.parquet
flow_features_path: /home/chy/JANUS/datasets/cicddos2019/processed/flow_features.parquet
flow_features_align: auto
T: 64
n_train: 10000
min_len: 2
packet_preprocess: mixed_dequant
seed: 42
data_seed: 42
train_ratio: 0.8
benign_label: normal
val_cap: 20000
attack_cap: 20000
d_model: 128
n_layers: 4
n_heads: 4
mlp_ratio: 4.0
time_dim: 64
token_dim:
batch_size: 256
num_workers: 0
epochs: 50
lr: 3.0e-4
weight_decay: 0.01
grad_clip: 1.0
eval_every: 10
eval_n: 10000
eval_batch_size: 512
eval_n_steps: 8
sigma: 0.1
use_ot: true
device: auto

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Unified_CFM/configs/cicddos2019_within_consistency.yaml Normal file
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save_dir: /home/chy/JANUS/artifacts/runs/unified_cfm_cicddos2019_within_consistency_2026_04_25
source_store: /home/chy/JANUS/datasets/cicddos2019/processed/full_store
flows_parquet: /home/chy/JANUS/datasets/cicddos2019/processed/flows.parquet
flow_features_path: /home/chy/JANUS/datasets/cicddos2019/processed/flow_features.parquet
flow_features_align: auto
T: 64
n_train: 10000
min_len: 2
packet_preprocess: mixed_dequant
seed: 42
data_seed: 42
train_ratio: 0.8
benign_label: normal
val_cap: 20000
attack_cap: 20000
d_model: 128
n_layers: 4
n_heads: 4
mlp_ratio: 4.0
time_dim: 64
token_dim:
batch_size: 256
num_workers: 0
epochs: 50
lr: 3.0e-4
weight_decay: 0.01
grad_clip: 1.0
eval_every: 10
eval_n: 10000
eval_batch_size: 512
eval_n_steps: 8
sigma: 0.1
use_ot: true
lambda_flow: 0.1
lambda_packet: 0.1
packet_mask_ratio: 0.5
device: auto

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Unified_CFM/configs/cicids2017_baseline.yaml Normal file
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save_dir: /home/chy/JANUS/artifacts/runs/unified_cfm_cicids2017_canonical_2026_04_24
packets_npz: /home/chy/JANUS/datasets/cicids2017/processed/packets.npz
flows_parquet: /home/chy/JANUS/datasets/cicids2017/processed/flows.parquet
flow_features_path: /home/chy/JANUS/datasets/cicids2017/processed/flow_features.parquet
flow_features_align: auto
T: 64
n_train: 10000
min_len: 2
packet_preprocess: mixed_dequant
seed: 42
data_seed: 42
train_ratio: 0.8
benign_label: normal
d_model: 128
n_layers: 4
n_heads: 4
mlp_ratio: 4.0
time_dim: 64
token_dim:
batch_size: 256
num_workers: 2
epochs: 50
lr: 3.0e-4
weight_decay: 0.01
grad_clip: 1.0
eval_every: 10
eval_n: 20000
eval_batch_size: 512
eval_n_steps: 8
sigma: 0.1
use_ot: true
device: auto

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Unified_CFM/configs/cicids2017_consistency.yaml Normal file
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save_dir: /home/chy/JANUS/artifacts/runs/unified_cfm_cicids2017_consistency_2026_04_25
packets_npz: /home/chy/JANUS/datasets/cicids2017/processed/packets.npz
flows_parquet: /home/chy/JANUS/datasets/cicids2017/processed/flows.parquet
flow_features_path: /home/chy/JANUS/datasets/cicids2017/processed/flow_features.parquet
flow_features_align: auto
T: 64
n_train: 10000
min_len: 2
packet_preprocess: mixed_dequant
seed: 42
data_seed: 42
train_ratio: 0.8
benign_label: normal
d_model: 128
n_layers: 4
n_heads: 4
mlp_ratio: 4.0
time_dim: 64
token_dim:
batch_size: 256
num_workers: 2
epochs: 50
lr: 3.0e-4
weight_decay: 0.01
grad_clip: 1.0
eval_every: 10
eval_n: 20000
eval_batch_size: 512
eval_n_steps: 8
sigma: 0.1
use_ot: true
lambda_flow: 0.1
lambda_packet: 0.1
packet_mask_ratio: 0.5
device: auto

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Unified_CFM/configs/ciciot2023.yaml Normal file
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save_dir: /home/chy/JANUS/artifacts/runs/unified_cfm_ciciot2023_2026_04_29
source_store: /home/chy/JANUS/datasets/ciciot2023/processed/full_store
flows_parquet: /home/chy/JANUS/datasets/ciciot2023/processed/full_store/flows.parquet
flow_features_path: /home/chy/JANUS/datasets/ciciot2023/processed/flow_features.parquet
flow_features_align: auto
T: 64
n_train: 10000
min_len: 2
packet_preprocess: mixed_dequant
seed: 42
data_seed: 42
train_ratio: 0.8
benign_label: normal
val_cap: 10000
d_model: 128
n_layers: 4
n_heads: 4
mlp_ratio: 4.0
time_dim: 64
token_dim:
batch_size: 256
num_workers: 0
epochs: 50
lr: 3.0e-4
weight_decay: 0.01
grad_clip: 1.0
eval_every: 10
eval_n: 20000
eval_batch_size: 512
eval_n_steps: 8
sigma: 0.1
use_ot: true
lambda_flow: 0.3
lambda_packet: 0.3
packet_mask_ratio: 0.5
device: auto

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Unified_CFM/configs/ciciot2023_baseline_seed42.yaml Normal file
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save_dir: /home/chy/JANUS/artifacts/route_comparison/baseline_ciciot2023_seed42
source_store: /home/chy/JANUS/datasets/ciciot2023/processed/full_store
flows_parquet: /home/chy/JANUS/datasets/ciciot2023/processed/full_store/flows.parquet
flow_features_path: /home/chy/JANUS/datasets/ciciot2023/processed/flow_features.parquet
flow_features_align: auto
T: 64
n_train: 10000
min_len: 2
packet_preprocess: mixed_dequant
seed: 42
data_seed: 42
train_ratio: 0.8
benign_label: normal
val_cap: 10000
attack_cap: 20000
d_model: 128
n_layers: 4
n_heads: 4
mlp_ratio: 4.0
time_dim: 64
token_dim:
reference_mode:
batch_size: 256
num_workers: 0
epochs: 50
lr: 3.0e-4
weight_decay: 0.01
grad_clip: 1.0
eval_every: 10
eval_n: 20000
eval_batch_size: 512
eval_n_steps: 8
sigma: 0.1
use_ot: true
lambda_flow: 0.3
lambda_packet: 0.3
packet_mask_ratio: 0.5
device: auto

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Unified_CFM/configs/ciciot2023_baseline_seed43.yaml Normal file
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save_dir: /home/chy/JANUS/artifacts/route_comparison/baseline_ciciot2023_seed43
source_store: /home/chy/JANUS/datasets/ciciot2023/processed/full_store
flows_parquet: /home/chy/JANUS/datasets/ciciot2023/processed/full_store/flows.parquet
flow_features_path: /home/chy/JANUS/datasets/ciciot2023/processed/flow_features.parquet
flow_features_align: auto
T: 64
n_train: 10000
min_len: 2
packet_preprocess: mixed_dequant
seed: 43
data_seed: 43
train_ratio: 0.8
benign_label: normal
val_cap: 10000
attack_cap: 20000
d_model: 128
n_layers: 4
n_heads: 4
mlp_ratio: 4.0
time_dim: 64
token_dim:
reference_mode:
batch_size: 256
num_workers: 0
epochs: 50
lr: 3.0e-4
weight_decay: 0.01
grad_clip: 1.0
eval_every: 10
eval_n: 20000
eval_batch_size: 512
eval_n_steps: 8
sigma: 0.1
use_ot: true
lambda_flow: 0.3
lambda_packet: 0.3
packet_mask_ratio: 0.5
device: auto

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Unified_CFM/configs/ciciot2023_baseline_seed44.yaml Normal file
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save_dir: /home/chy/JANUS/artifacts/route_comparison/baseline_ciciot2023_seed44
source_store: /home/chy/JANUS/datasets/ciciot2023/processed/full_store
flows_parquet: /home/chy/JANUS/datasets/ciciot2023/processed/full_store/flows.parquet
flow_features_path: /home/chy/JANUS/datasets/ciciot2023/processed/flow_features.parquet
flow_features_align: auto
T: 64
n_train: 10000
min_len: 2
packet_preprocess: mixed_dequant
seed: 44
data_seed: 44
train_ratio: 0.8
benign_label: normal
val_cap: 10000
attack_cap: 20000
d_model: 128
n_layers: 4
n_heads: 4
mlp_ratio: 4.0
time_dim: 64
token_dim:
reference_mode:
batch_size: 256
num_workers: 0
epochs: 50
lr: 3.0e-4
weight_decay: 0.01
grad_clip: 1.0
eval_every: 10
eval_n: 20000
eval_batch_size: 512
eval_n_steps: 8
sigma: 0.1
use_ot: true
lambda_flow: 0.3
lambda_packet: 0.3
packet_mask_ratio: 0.5
device: auto

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Unified_CFM/configs/ciciot2023_route_a_causal.yaml Normal file
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save_dir: /home/chy/JANUS/artifacts/route_comparison/route_a_causal_ciciot2023_seed42
source_store: /home/chy/JANUS/datasets/ciciot2023/processed/full_store
flows_parquet: /home/chy/JANUS/datasets/ciciot2023/processed/full_store/flows.parquet
flow_features_path: /home/chy/JANUS/datasets/ciciot2023/processed/flow_features.parquet
flow_features_align: auto
T: 64
n_train: 10000
min_len: 2
packet_preprocess: mixed_dequant
seed: 42
data_seed: 42
train_ratio: 0.8
benign_label: normal
val_cap: 10000
attack_cap: 20000
d_model: 128
n_layers: 4
n_heads: 4
mlp_ratio: 4.0
time_dim: 64
token_dim:
reference_mode: causal_packets
batch_size: 256
num_workers: 0
epochs: 50
lr: 3.0e-4
weight_decay: 0.01
grad_clip: 1.0
eval_every: 10
eval_n: 20000
eval_batch_size: 512
eval_n_steps: 8
sigma: 0.1
use_ot: true
lambda_flow: 0.3
lambda_packet: 0.3
packet_mask_ratio: 0.5
device: auto

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Unified_CFM/configs/ciciot2023_route_a_causal_seed43.yaml Normal file
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save_dir: /home/chy/JANUS/artifacts/route_comparison/route_a_causal_ciciot2023_seed43
source_store: /home/chy/JANUS/datasets/ciciot2023/processed/full_store
flows_parquet: /home/chy/JANUS/datasets/ciciot2023/processed/full_store/flows.parquet
flow_features_path: /home/chy/JANUS/datasets/ciciot2023/processed/flow_features.parquet
flow_features_align: auto
T: 64
n_train: 10000
min_len: 2
packet_preprocess: mixed_dequant
seed: 43
data_seed: 43
train_ratio: 0.8
benign_label: normal
val_cap: 10000
attack_cap: 20000
d_model: 128
n_layers: 4
n_heads: 4
mlp_ratio: 4.0
time_dim: 64
token_dim:
reference_mode: causal_packets
batch_size: 256
num_workers: 0
epochs: 50
lr: 3.0e-4
weight_decay: 0.01
grad_clip: 1.0
eval_every: 10
eval_n: 20000
eval_batch_size: 512
eval_n_steps: 8
sigma: 0.1
use_ot: true
lambda_flow: 0.3
lambda_packet: 0.3
packet_mask_ratio: 0.5
device: auto

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Unified_CFM/configs/ciciot2023_route_a_causal_seed44.yaml Normal file
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save_dir: /home/chy/JANUS/artifacts/route_comparison/route_a_causal_ciciot2023_seed44
source_store: /home/chy/JANUS/datasets/ciciot2023/processed/full_store
flows_parquet: /home/chy/JANUS/datasets/ciciot2023/processed/full_store/flows.parquet
flow_features_path: /home/chy/JANUS/datasets/ciciot2023/processed/flow_features.parquet
flow_features_align: auto
T: 64
n_train: 10000
min_len: 2
packet_preprocess: mixed_dequant
seed: 44
data_seed: 44
train_ratio: 0.8
benign_label: normal
val_cap: 10000
attack_cap: 20000
d_model: 128
n_layers: 4
n_heads: 4
mlp_ratio: 4.0
time_dim: 64
token_dim:
reference_mode: causal_packets
batch_size: 256
num_workers: 0
epochs: 50
lr: 3.0e-4
weight_decay: 0.01
grad_clip: 1.0
eval_every: 10
eval_n: 20000
eval_batch_size: 512
eval_n_steps: 8
sigma: 0.1
use_ot: true
lambda_flow: 0.3
lambda_packet: 0.3
packet_mask_ratio: 0.5
device: auto

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Unified_CFM/configs/ciciot2023_route_b_spectral_seed42.yaml Normal file
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save_dir: /home/chy/JANUS/artifacts/route_comparison/route_b_spectral_ciciot2023_seed42
source_store: /home/chy/JANUS/datasets/ciciot2023/processed/full_store
flows_parquet: /home/chy/JANUS/datasets/ciciot2023/processed/full_store/flows.parquet
flow_features_path: /home/chy/JANUS/datasets/ciciot2023/processed/flow_features_spectral.parquet
flow_features_align: auto
T: 64
n_train: 10000
min_len: 2
packet_preprocess: mixed_dequant
seed: 42
data_seed: 42
train_ratio: 0.8
benign_label: normal
val_cap: 10000
attack_cap: 20000
d_model: 128
n_layers: 4
n_heads: 4
mlp_ratio: 4.0
time_dim: 64
token_dim:
batch_size: 256
num_workers: 0
epochs: 50
lr: 3.0e-4
weight_decay: 0.01
grad_clip: 1.0
eval_every: 10
eval_n: 20000
eval_batch_size: 512
eval_n_steps: 8
sigma: 0.1
use_ot: true
lambda_flow: 0.3
lambda_packet: 0.3
packet_mask_ratio: 0.5
device: auto

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Unified_CFM/configs/ciciot2023_route_b_spectral_seed43.yaml Normal file
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save_dir: /home/chy/JANUS/artifacts/route_comparison/route_b_spectral_ciciot2023_seed43
source_store: /home/chy/JANUS/datasets/ciciot2023/processed/full_store
flows_parquet: /home/chy/JANUS/datasets/ciciot2023/processed/full_store/flows.parquet
flow_features_path: /home/chy/JANUS/datasets/ciciot2023/processed/flow_features_spectral.parquet
flow_features_align: auto
T: 64
n_train: 10000
min_len: 2
packet_preprocess: mixed_dequant
seed: 43
data_seed: 43
train_ratio: 0.8
benign_label: normal
val_cap: 10000
attack_cap: 20000
d_model: 128
n_layers: 4
n_heads: 4
mlp_ratio: 4.0
time_dim: 64
token_dim:
batch_size: 256
num_workers: 0
epochs: 50
lr: 3.0e-4
weight_decay: 0.01
grad_clip: 1.0
eval_every: 10
eval_n: 20000
eval_batch_size: 512
eval_n_steps: 8
sigma: 0.1
use_ot: true
lambda_flow: 0.3
lambda_packet: 0.3
packet_mask_ratio: 0.5
device: auto

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Unified_CFM/configs/ciciot2023_route_b_spectral_seed44.yaml Normal file
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save_dir: /home/chy/JANUS/artifacts/route_comparison/route_b_spectral_ciciot2023_seed44
source_store: /home/chy/JANUS/datasets/ciciot2023/processed/full_store
flows_parquet: /home/chy/JANUS/datasets/ciciot2023/processed/full_store/flows.parquet
flow_features_path: /home/chy/JANUS/datasets/ciciot2023/processed/flow_features_spectral.parquet
flow_features_align: auto
T: 64
n_train: 10000
min_len: 2
packet_preprocess: mixed_dequant
seed: 44
data_seed: 44
train_ratio: 0.8
benign_label: normal
val_cap: 10000
attack_cap: 20000
d_model: 128
n_layers: 4
n_heads: 4
mlp_ratio: 4.0
time_dim: 64
token_dim:
batch_size: 256
num_workers: 0
epochs: 50
lr: 3.0e-4
weight_decay: 0.01
grad_clip: 1.0
eval_every: 10
eval_n: 20000
eval_batch_size: 512
eval_n_steps: 8
sigma: 0.1
use_ot: true
lambda_flow: 0.3
lambda_packet: 0.3
packet_mask_ratio: 0.5
device: auto

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Unified_CFM/configs/ciciot2023_shafir5.yaml Normal file
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save_dir: /home/chy/JANUS/artifacts/runs/unified_cfm_ciciot2023_shafir5_2026_04_29
source_store: /home/chy/JANUS/datasets/ciciot2023/processed/full_store
flows_parquet: /home/chy/JANUS/datasets/ciciot2023/processed/full_store/flows.parquet
flow_features_path: /home/chy/JANUS/datasets/ciciot2023/processed/flow_features_shafir5.parquet
flow_feature_columns: ["HTTPS", "Protocol_Type", "Magnitude", "Variance", "fin_count"]
flow_features_align: auto
T: 64
n_train: 10000
min_len: 2
packet_preprocess: mixed_dequant
seed: 42
data_seed: 42
train_ratio: 0.8
benign_label: normal
val_cap: 10000
flow_dim: 5
d_model: 128
n_layers: 4
n_heads: 4
mlp_ratio: 4.0
time_dim: 64
token_dim:
batch_size: 256
num_workers: 0
epochs: 50
lr: 3.0e-4
weight_decay: 0.01
grad_clip: 1.0
eval_every: 10
eval_n: 20000
eval_batch_size: 512
eval_n_steps: 8
sigma: 0.1
use_ot: true
lambda_flow: 0.3
lambda_packet: 0.3
packet_mask_ratio: 0.5
device: auto

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Unified_CFM/configs/iscxtor2016.yaml Normal file
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save_dir: /home/chy/JANUS/artifacts/runs/unified_cfm_iscxtor2016_2026_04_25
packets_npz: /home/chy/JANUS/datasets/iscxtor2016/processed/packets.npz
flows_parquet: /home/chy/JANUS/datasets/iscxtor2016/processed/flows.parquet
flow_features_path: /home/chy/JANUS/datasets/iscxtor2016/processed/flow_features.parquet
flow_features_align: auto
T: 64
n_train: 10000
min_len: 2
packet_preprocess: mixed_dequant
seed: 42
data_seed: 42
train_ratio: 0.8
benign_label: nontor
d_model: 128
n_layers: 4
n_heads: 4
mlp_ratio: 4.0
time_dim: 64
token_dim:
batch_size: 256
num_workers: 2
epochs: 50
lr: 3.0e-4
weight_decay: 0.01
grad_clip: 1.0
eval_every: 10
eval_n: 20000
eval_batch_size: 512
eval_n_steps: 8
sigma: 0.1
use_ot: true
device: auto

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Unified_CFM/configs/iscxtor2016_consistency.yaml Normal file
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save_dir: /home/chy/JANUS/artifacts/runs/unified_cfm_iscxtor2016_consistency_2026_04_25
packets_npz: /home/chy/JANUS/datasets/iscxtor2016/processed/packets.npz
flows_parquet: /home/chy/JANUS/datasets/iscxtor2016/processed/flows.parquet
flow_features_path: /home/chy/JANUS/datasets/iscxtor2016/processed/flow_features.parquet
flow_features_align: auto
T: 64
n_train: 10000
min_len: 2
packet_preprocess: mixed_dequant
seed: 42
data_seed: 42
train_ratio: 0.8
benign_label: nontor
d_model: 128
n_layers: 4
n_heads: 4
mlp_ratio: 4.0
time_dim: 64
token_dim:
batch_size: 256
num_workers: 2
epochs: 50
lr: 3.0e-4
weight_decay: 0.01
grad_clip: 1.0
eval_every: 10
eval_n: 20000
eval_batch_size: 512
eval_n_steps: 8
sigma: 0.1
use_ot: true
lambda_flow: 0.1
lambda_packet: 0.1
packet_mask_ratio: 0.5
device: auto