qualia_core.evaluation.Stats module

class qualia_core.evaluation.Stats.StatsFields(name, i, quantization, params, mem_params, accuracy, avg_time, rom_size, ram_size, metrics)

Bases: NamedTuple

Create new instance of StatsFields(name, i, quantization, params, mem_params, accuracy, avg_time, rom_size, ram_size, metrics)

name: str

Alias for field number 0

i: int

Alias for field number 1

quantization: str

Alias for field number 2

params: int

Alias for field number 3

mem_params: int

Alias for field number 4

accuracy: float

Alias for field number 5

avg_time: float

Alias for field number 6

rom_size: int

Alias for field number 7

ram_size: int

Alias for field number 8

metrics: dict[str, float]

Alias for field number 9

class qualia_core.evaluation.Stats.Stats(name: str = '', i: int = -1, quantization: str = 'float32', params: int = -1, mem_params: int = -1, accuracy: float = -1, avg_time: float = -1, rom_size: int = -1, ram_size: int = -1, metrics: dict[str, float] = <factory>)

Bases: object

name: str = ''

i: int = -1

quantization: str = 'float32'

params: int = -1

mem_params: int = -1

accuracy: float = -1

avg_time: float = -1

rom_size: int = -1

ram_size: int = -1

metrics: dict[str, float]

classmethod fieldnames() → tuple[str, ...]

asdict() → dict[str, Any]

astuple() → tuple[Any, ...]

asnamedtuple() → StatsFields