LR: 0.5
UD: 0.0
arch: hidden_two_stream
background_weight: 1.0
batch_size: 24
brightness: 0.25
classifier: resnet50
config_file: null
contrast: 0.1
crop_size: !!python/tuple
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curriculum: true
dali: true
data_dir: /media/jim/FASTER/kinetics700
dataset: kinetics
degrees: 10
distributed: true
dropout_p: 0
early_stopping_begins: null
final_activation: softmax
flow_generator: MotionNet
flow_loss: MotionNet
flow_max: 10
flow_style: polar
fp16: false
fusion: average
gpu_id: 1
input_images: 11
inputs: rgb
lr: 0.0001
milestones:
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- 100
- 150
- 200
- 250
- 300
min_lr: 5.0e-07
model: feature_extractor
model_dir: models
name: kinetics
normalization:
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    std: null
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    mean:
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    std:
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notes: degm_224_nodropout_weightdecay
num_classes: 700
num_epochs: 1000
num_flows: 10
num_rgb: 1
num_workers: 2
pad: null
patience: 10
pos_weight: null
preset: null
project_dir: null
random_resize: false
reduction_factor: !!python/object/apply:numpy.core.multiarray.scalar
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reload_split: true
resize: null
sampler: null
sampling_ratio: null
scheduler: plateau
should_overwrite_args: false
should_viz: true
spatial_only: true
splitfile: null
steps_per_epoch: 1000
steps_per_test_epoch: 20
steps_per_validation_epoch: 1000
stopping_type: plateau
train_val_test_split:
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weight_decay: 0.0001
weight_loss: false
weights: null