Rename BlockGroupConfig to LayerGroupConfig

src/batdetect2/models/backbones.py

@@ -27,9 +27,23 @@ from torch import nn
 
 from batdetect2.configs import BaseConfig, load_config
 from batdetect2.models.blocks import ConvBlock
-from batdetect2.models.bottleneck import BottleneckConfig, build_bottleneck
-from batdetect2.models.decoder import Decoder, DecoderConfig, build_decoder
-from batdetect2.models.encoder import Encoder, EncoderConfig, build_encoder
+from batdetect2.models.bottleneck import (
+    DEFAULT_BOTTLENECK_CONFIG,
+    BottleneckConfig,
+    build_bottleneck,
+)
+from batdetect2.models.decoder import (
+    DEFAULT_DECODER_CONFIG,
+    Decoder,
+    DecoderConfig,
+    build_decoder,
+)
+from batdetect2.models.encoder import (
+    DEFAULT_ENCODER_CONFIG,
+    Encoder,
+    EncoderConfig,
+    build_encoder,
+)
 from batdetect2.models.types import BackboneModel
 
 __all__ = [
@@ -186,9 +200,9 @@ class BackboneConfig(BaseConfig):
 
     input_height: int = 128
     in_channels: int = 1
-    encoder: Optional[EncoderConfig] = None
-    bottleneck: Optional[BottleneckConfig] = None
-    decoder: Optional[DecoderConfig] = None
+    encoder: EncoderConfig = DEFAULT_ENCODER_CONFIG
+    bottleneck: BottleneckConfig = DEFAULT_BOTTLENECK_CONFIG
+    decoder: DecoderConfig = DEFAULT_DECODER_CONFIG
     out_channels: int = 32
 
 

src/batdetect2/models/blocks.py

@@ -38,7 +38,7 @@ from batdetect2.configs import BaseConfig
 
 __all__ = [
     "ConvBlock",
-    "BlockGroupConfig",
+    "LayerGroupConfig",
     "VerticalConv",
     "FreqCoordConvDownBlock",
     "StandardConvDownBlock",
@@ -654,16 +654,16 @@ LayerConfig = Annotated[
         StandardConvDownConfig,
         FreqCoordConvUpConfig,
         StandardConvUpConfig,
-        "BlockGroupConfig",
+        "LayerGroupConfig",
     ],
     Field(discriminator="block_type"),
 ]
 """Type alias for the discriminated union of block configuration models."""
 
 
-class BlockGroupConfig(BaseConfig):
-    block_type: Literal["group"] = "group"
-    blocks: List[LayerConfig]
+class LayerGroupConfig(BaseConfig):
+    block_type: Literal["LayerGroup"] = "LayerGroup"
+    layers: List[LayerConfig]
 
 
 def build_layer_from_config(
@@ -769,13 +769,13 @@ def build_layer_from_config(
             input_height * 2,
         )
 
-    if config.block_type == "group":
+    if config.block_type == "LayerGroup":
         current_channels = in_channels
         current_height = input_height
 
         blocks = []
 
-        for block_config in config.blocks:
+        for block_config in config.layers:
             block, current_channels, current_height = build_layer_from_config(
                 input_height=current_height,
                 in_channels=current_channels,

src/batdetect2/models/decoder.py

@@ -26,7 +26,7 @@ from torch import nn
 
 from batdetect2.configs import BaseConfig
 from batdetect2.models.blocks import (
-    BlockGroupConfig,
+    LayerGroupConfig,
     ConvConfig,
     FreqCoordConvUpConfig,
     StandardConvUpConfig,
@@ -45,7 +45,7 @@ DecoderLayerConfig = Annotated[
         ConvConfig,
         FreqCoordConvUpConfig,
         StandardConvUpConfig,
-        BlockGroupConfig,
+        LayerGroupConfig,
     ],
     Field(discriminator="block_type"),
 ]
@@ -197,8 +197,8 @@ DEFAULT_DECODER_CONFIG: DecoderConfig = DecoderConfig(
     layers=[
         FreqCoordConvUpConfig(out_channels=64),
         FreqCoordConvUpConfig(out_channels=32),
-        BlockGroupConfig(
-            blocks=[
+        LayerGroupConfig(
+            layers=[
                 FreqCoordConvUpConfig(out_channels=32),
                 ConvConfig(out_channels=32),
             ]

src/batdetect2/models/encoder.py

@@ -28,7 +28,7 @@ from torch import nn
 
 from batdetect2.configs import BaseConfig
 from batdetect2.models.blocks import (
-    BlockGroupConfig,
+    LayerGroupConfig,
     ConvConfig,
     FreqCoordConvDownConfig,
     StandardConvDownConfig,
@@ -47,7 +47,7 @@ EncoderLayerConfig = Annotated[
         ConvConfig,
         FreqCoordConvDownConfig,
         StandardConvDownConfig,
-        BlockGroupConfig,
+        LayerGroupConfig,
     ],
     Field(discriminator="block_type"),
 ]
@@ -230,8 +230,8 @@ DEFAULT_ENCODER_CONFIG: EncoderConfig = EncoderConfig(
     layers=[
         FreqCoordConvDownConfig(out_channels=32),
         FreqCoordConvDownConfig(out_channels=64),
-        BlockGroupConfig(
-            blocks=[
+        LayerGroupConfig(
+            layers=[
                 FreqCoordConvDownConfig(out_channels=128),
                 ConvConfig(out_channels=256),
             ]

src/batdetect2/train/logging.py

@@ -2,9 +2,8 @@ from typing import Annotated, Literal, Optional, Union
 
 from lightning.pytorch.loggers import Logger
 from pydantic import Field
-from soundevent.data import PathLike
 
-from batdetect2.configs import BaseConfig, load_config
+from batdetect2.configs import BaseConfig
 
 DEFAULT_LOGS_DIR: str = "logs"