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David Rotermund 2022-04-30 14:54:56 +02:00 committed by GitHub
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@ -29,6 +29,28 @@ The SbS.py autodetectes if the required C++ .so modules are in the same director
# Parameters in JSON file # Parameters in JSON file
data_mode: str = field(default="")
data_path: str = field(default="./")
batch_size: int = field(default=500)
learning_step: int = field(default=0)
learning_step_max: int = field(default=10000)
number_of_cpu_processes: int = field(default=-1)
number_of_spikes: int = field(default=0)
cooldown_after_number_of_spikes: int = field(default=0)
weight_path: str = field(default="./Weights/")
eps_xy_path: str = field(default="./EpsXY/")
reduction_cooldown: float = field(default=25.0)
epsilon_0: float = field(default=1.0)
update_after_x_batch: float = field(default=1.0)
## network_structure (required!) ## network_structure (required!)
Parameters of the network. The details about its layers and the number of output neurons. Parameters of the network. The details about its layers and the number of output neurons.
@ -81,18 +103,18 @@ alpha_number_of_iterations: int = field(default=0)
## augmentation ## augmentation
Parameters used for data augmentation. Parameters used for data augmentation.
crop_width_in_pixel: int = field(default=2) crop_width_in_pixel: int = field(default=2)
flip_p: float = field(default=0.5) flip_p: float = field(default=0.5)
jitter_brightness: float = field(default=0.5) jitter_brightness: float = field(default=0.5)
jitter_contrast: float = field(default=0.1) jitter_contrast: float = field(default=0.1)
jitter_saturation: float = field(default=0.1) jitter_saturation: float = field(default=0.1)
jitter_hue: float = field(default=0.15) jitter_hue: float = field(default=0.15)
## ImageStatistics (please ignore) ## ImageStatistics (please ignore)
(Statistical) information about the input. i.e. mean values and the x and y size of the input (Statistical) information about the input. i.e. mean values and the x and y size of the input
mean: list[float] = field(default_factory=list) mean: list[float] = field(default_factory=list)
the_size: list[int] = field(default_factory=list) the_size: list[int] = field(default_factory=list)