ferplus-vgg16-3size.json

{
  "call": "prlab.fastai.pipeline.pipeline_control_multi",
  "path": "/ws/data/ferplus-named",
  "model_path": "/ws/models/ferplus",
  "csv_path": "/ws/data/ferplus-8/ferplus-meta.csv",
  "data_helper": "psr.data_helper.FerplusDataHelper",
  "metrics": [
    "prlab.fastai.utils.prob_acc"
  ],
  "max_rotate": 30.0,
  "max_zoom": 1.2,
  "loss_func": "prlab.fastai.utils.ProbLoss",
  "img_size": 48,
  "bs": 128,
  "n_classes": 8,
  "run": "vgg16_bn_quick_3size_e20-todel",
  "model_func": "prlab.fastai.pipeline.basic_model_build",
  "base_arch": "vgg16_bn",
  "process_pipeline_NU": [
    "prlab.fastai.pipeline.device_setup",
    "prlab.fastai.pipeline.data_load_folder",
    "prlab.emotion.ferplus.pipeline_func.pre_processing",
    "prlab.fastai.pipeline.model_build",
    "prlab.fastai.pipeline.learn_general_setup",
    "prlab.fastai.pipeline.resume_learner",
    "prlab.fastai.pipeline.vgg16_weights_load",
    "prlab.fastai.pipeline.srnet3_weights_load",
    "prlab.fastai.pipeline.training_adam_sgd",
    "prlab.fastai.pipeline.make_report_cls"
  ],
  "img_size_rotate": [
    48,
    96,
    144
  ],
  "process_pipeline_0": [
    "prlab.fastai.pipeline.device_setup",
    "prlab.fastai.utils.general_configure",
    "prlab.emotion.ferplus.pipeline_func.pre_processing"
  ],
  "process_pipeline_1": [
    "prlab.fastai.pipeline.data_load_folder",
    "prlab.fastai.pipeline.model_build",
    "prlab.fastai.pipeline.learn_general_setup",
    "prlab.fastai.pipeline.resume_learner",
    "prlab.fastai.pipeline.training_freeze"
  ],
  "process_pipeline_2": [
    "prlab.emotion.ferplus.pipeline_func.rotate_img_size",
    "prlab.fastai.pipeline.data_load_folder",
    "prlab.fastai.pipeline.model_build",
    "prlab.fastai.pipeline.learn_general_setup",
    "prlab.fastai.pipeline.resume_learner",
    "prlab.fastai.pipeline.training_simple"
  ],
  "process_pipeline_3": [
    "prlab.emotion.ferplus.pipeline_func.rotate_img_size",
    "prlab.fastai.pipeline.data_load_folder",
    "prlab.fastai.pipeline.model_build",
    "prlab.fastai.pipeline.learn_general_setup",
    "prlab.fastai.pipeline.resume_learner",
    "prlab.fastai.pipeline.training_simple"
  ],
  "process_pipeline_4": [
    "prlab.emotion.ferplus.pipeline_func.rotate_img_size",
    "prlab.fastai.pipeline.data_load_folder",
    "prlab.fastai.pipeline.model_build",
    "prlab.fastai.pipeline.learn_general_setup",
    "prlab.fastai.pipeline.resume_learner",
    "prlab.fastai.pipeline.training_simple"
  ],
  "process_pipeline_20": [
    "prlab.fastai.pipeline.make_report_cls"
  ],
  "epochs": 20,
  "epochs_2": 20
}