From ea7919c24d5ac800880324a2cdacfa33f21f9cb7 Mon Sep 17 00:00:00 2001 From: wilxy <314647732@qq.com> Date: Fri, 29 Jul 2022 15:20:20 +0800 Subject: [PATCH 1/3] 1.Add ABLoss and its config, readme and pipeline image. 2.Merge all connectors in general_connector into convconnector. --- configs/distill/mmcls/abloss/README.md | 73 ++++++++++ ...e_resnet50_resnet18_8xb32_in1k_pretrain.py | 97 +++++++++++++ ...bloss_head_resnet50_resnet18_8xb32_in1k.py | 39 +++++ ...one_logits_resnet50_resnet18_8xb32_in1k.py | 8 +- docs/en/imgs/model_zoo/abloss/pipeline.png | Bin 0 -> 460435 bytes .../architectures/connectors/__init__.py | 5 +- .../connectors/conv_connector.py | 74 ++++++++++ .../connectors/general_connector.py | 135 ------------------ .../distillers/configurable_distiller.py | 3 - mmrazor/models/losses/__init__.py | 3 +- mmrazor/models/losses/ab_loss.py | 66 +++++++++ .../test_connectors/test_connectors.py | 31 ++++ .../test_connectors/test_connectors.py | 35 ----- .../test_losses/test_distillation_losses.py | 34 +++++ .../test_losses/test_general_losses.py | 14 +- 15 files changed, 437 insertions(+), 180 deletions(-) create mode 100644 configs/distill/mmcls/abloss/README.md create mode 100644 configs/distill/mmcls/abloss/abloss_backbone_resnet50_resnet18_8xb32_in1k_pretrain.py create mode 100644 configs/distill/mmcls/abloss/abloss_head_resnet50_resnet18_8xb32_in1k.py create mode 100644 docs/en/imgs/model_zoo/abloss/pipeline.png create mode 100644 mmrazor/models/architectures/connectors/conv_connector.py delete mode 100644 mmrazor/models/architectures/connectors/general_connector.py create mode 100644 mmrazor/models/losses/ab_loss.py create mode 100644 tests/test_models/test_architectures/test_connectors/test_connectors.py delete mode 100644 tests/test_models/test_connectors/test_connectors.py create mode 100644 tests/test_models/test_losses/test_distillation_losses.py diff --git a/configs/distill/mmcls/abloss/README.md b/configs/distill/mmcls/abloss/README.md new file mode 100644 index 000000000..3b3b8c322 --- /dev/null +++ b/configs/distill/mmcls/abloss/README.md @@ -0,0 +1,73 @@ +# Activation Boundaries Loss (ABLoss) + +> [Knowledge Transfer via Distillation of Activation Boundaries Formed by Hidden Neurons](https://arxiv.org/pdf/1811.03233.pdf) + + + +## Abstract + +An activation boundary for a neuron refers to a separating hyperplane that determines whether the neuron is activated or deactivated. It has been long considered in neural networks that the activations of neurons, rather than their exact output values, play the most important role in forming classification friendly partitions of the hidden feature space. However, as far as we know, this aspect of neural networks has not been considered in the literature of knowledge transfer. In this pa- per, we propose a knowledge transfer method via distillation of activation boundaries formed by hidden neurons. For the distillation, we propose an activation transfer loss that has the minimum value when the boundaries generated by the stu- dent coincide with those by the teacher. Since the activation transfer loss is not differentiable, we design a piecewise differentiable loss approximating the activation transfer loss. By the proposed method, the student learns a separating bound- ary between activation region and deactivation region formed by each neuron in the teacher. Through the experiments in various aspects of knowledge transfer, it is verified that the proposed method outperforms the current state-of-the-art [link](https://github.com/bhheo/AB_distillation) + +![pipeline](/docs/en/imgs/model_zoo/abloss/pipeline.png) + +## Results and models + +### Classification + +| Location | Dataset | Teacher | Student | Acc | Acc(T) | Acc(S) | Config | Download | +| :----------------------------------: | :------: | :----------------------------------------------------------------------------------------------------------: | :----------------------------------------------------------------------------------------------------------: | :---: | :----: | :----: | :--------------------------------------------------------------------------------------------------------------------------------------: | :---------------------------------------------------------------------------------------------------------------------------------------- | +| backbone (pretrain) & logits (train) | ImageNet | [resnet50](https://github.com/open-mmlab/mmclassification/blob/master/configs/resnet/resnet50_8xb32_in1k.py) | [resnet18](https://github.com/open-mmlab/mmclassification/blob/master/configs/resnet/resnet18_8xb32_in1k.py) | 70.58 | 76.55 | 69.90 | [pretrain_config](./abloss_backbone_resnet50_resnet18_8xb32_in1k_pretrain) [train_config](./abloss_head_resnet50_resnet18_8xb32_in1k.py) | [teacher](https://download.openmmlab.com/mmclassification/v0/resnet/resnet50_8xb32_in1k_20210831-ea4938fc.pth) \|[model](<>) \| [log](<>) | + +## Citation + +```latex +@inproceedings{DBLP:conf/aaai/HeoLY019a, + author = {Byeongho Heo, Minsik Lee, Sangdoo Yun and Jin Young Choi}, + title = {Knowledge Transfer via Distillation of Activation Boundaries Formed + by Hidden Neurons}, + booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI} + 2019, The Thirty-First Innovative Applications of Artificial Intelligence + Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational + Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii, + USA, January 27 - February 1, 2019}, + pages = {3779--3787}, + publisher = {{AAAI} Press}, + year = {2019}, + url = {https://doi.org/10.1609/aaai.v33i01.33013779}, + doi = {10.1609/aaai.v33i01.33013779}, + timestamp = {Fri, 07 May 2021 11:57:04 +0200}, + biburl = {https://dblp.org/rec/conf/aaai/HeoLY019a.bib}, + bibsource = {dblp computer science bibliography, https://dblp.org} +} +``` + +## Getting Started + +### ABConnectors and Student pre-training. + +```bash +sh tools/slurm_train.sh $PARTITION $JOB_NAME \ + configs/distill/mmcls/abloss/abloss_backbone_resnet50_resnet18_8xb32_in1k_pretrain.py\ +$PRETRAIN_WORK_DIR + +``` + +### Modify Distillation training config + +open file './configs/kd/ab_loss/classification/resnet/abloss_res18_cifar10_distillation_8xb16_teacher_res50_head_train.py' + +```python +# modify init_cfg in model settings +# pretrain_work_dir is same as the PRETRAIN_WORK_DIR in pre-training. +init_cfg=dict( + type='Pretrained', checkpoint='pretrain_work_dir/last_chechpoint.pth'), +``` + +### Distillation training. + +```bash +sh tools/slurm_train.sh $PARTITION $JOB_NAME \ + configs/distill/mmcls/abloss/abloss_head_resnet50_resnet18_8xb32_in1k.py\ +$DISTILLATION_WORK_DIR + +``` diff --git a/configs/distill/mmcls/abloss/abloss_backbone_resnet50_resnet18_8xb32_in1k_pretrain.py b/configs/distill/mmcls/abloss/abloss_backbone_resnet50_resnet18_8xb32_in1k_pretrain.py new file mode 100644 index 000000000..37f55196e --- /dev/null +++ b/configs/distill/mmcls/abloss/abloss_backbone_resnet50_resnet18_8xb32_in1k_pretrain.py @@ -0,0 +1,97 @@ +_base_ = [ + 'mmcls::_base_/datasets/imagenet_bs32.py', + 'mmcls::_base_/schedules/imagenet_bs256.py', + 'mmcls::_base_/default_runtime.py' +] + +train_cfg = dict(by_epoch=True, max_epochs=20, val_interval=1) + +model = dict( + _scope_='mmrazor', + type='SingleTeacherDistill', + data_preprocessor=dict( + type='ImgDataPreprocessor', + # RGB format normalization parameters + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + # convert image from BGR to RGB + bgr_to_rgb=True), + architecture=dict( + cfg_path='mmcls::resnet/resnet18_8xb32_in1k.py', pretrained=False), + teacher=dict( + cfg_path='mmcls::resnet/resnet50_8xb32_in1k.py', pretrained=True), + teacher_ckpt='resnet50_8xb32_in1k_20210831-ea4938fc.pth', + calculate_student_loss=False, + distiller=dict( + type='ConfigurableDistiller', + student_recorders=dict( + bb_s4=dict(type='ModuleOutputs', source='backbone.layer4.1.conv2'), + bb_s3=dict(type='ModuleOutputs', source='backbone.layer3.1.conv2'), + bb_s2=dict(type='ModuleOutputs', source='backbone.layer2.1.conv2'), + bb_s1=dict(type='ModuleOutputs', + source='backbone.layer1.1.conv2')), + teacher_recorders=dict( + bb_s4=dict(type='ModuleOutputs', source='backbone.layer4.2.conv3'), + bb_s3=dict(type='ModuleOutputs', source='backbone.layer3.5.conv3'), + bb_s2=dict(type='ModuleOutputs', source='backbone.layer2.3.conv3'), + bb_s1=dict(type='ModuleOutputs', + source='backbone.layer1.2.conv3')), + distill_losses=dict( + loss_s4=dict(type='ABLoss', loss_weight=1.0), + loss_s3=dict(type='ABLoss', loss_weight=0.5), + loss_s2=dict(type='ABLoss', loss_weight=0.25), + loss_s1=dict(type='ABLoss', loss_weight=0.125)), + connectors=dict( + loss_s4_sfeat=dict( + type='ConvConnector', + in_channel=512, + out_channel=2048, + use_norm=True, + norm_cfg=dict(type='BN')), + loss_s3_sfeat=dict( + type='ConvConnector', + in_channel=256, + out_channel=1024, + use_norm=True, + norm_cfg=dict(type='BN')), + loss_s2_sfeat=dict( + type='ConvConnector', + in_channel=128, + out_channel=512, + use_norm=True, + norm_cfg=dict(type='BN')), + loss_s1_sfeat=dict( + type='ConvConnector', + in_channel=64, + out_channel=256, + use_norm=True, + norm_cfg=dict(type='BN'))), + loss_forward_mappings=dict( + loss_s4=dict( + s_feature=dict( + from_student=True, + recorder='bb_s4', + connector='loss_s4_sfeat'), + t_feature=dict(from_student=False, recorder='bb_s4')), + loss_s3=dict( + s_feature=dict( + from_student=True, + recorder='bb_s3', + connector='loss_s3_sfeat'), + t_feature=dict(from_student=False, recorder='bb_s3')), + loss_s2=dict( + s_feature=dict( + from_student=True, + recorder='bb_s2', + connector='loss_s2_sfeat'), + t_feature=dict(from_student=False, recorder='bb_s2')), + loss_s1=dict( + s_feature=dict( + from_student=True, + recorder='bb_s1', + connector='loss_s1_sfeat'), + t_feature=dict(from_student=False, recorder='bb_s1'))))) + +find_unused_parameters = True + +val_cfg = dict(_delete_=True, type='mmrazor.SingleTeacherDistillValLoop') diff --git a/configs/distill/mmcls/abloss/abloss_head_resnet50_resnet18_8xb32_in1k.py b/configs/distill/mmcls/abloss/abloss_head_resnet50_resnet18_8xb32_in1k.py new file mode 100644 index 000000000..0a2e8f853 --- /dev/null +++ b/configs/distill/mmcls/abloss/abloss_head_resnet50_resnet18_8xb32_in1k.py @@ -0,0 +1,39 @@ +_base_ = [ + 'mmcls::_base_/datasets/imagenet_bs32.py', + 'mmcls::_base_/schedules/imagenet_bs256.py', + 'mmcls::_base_/default_runtime.py' +] + +model = dict( + _scope_='mmrazor', + type='SingleTeacherDistill', + data_preprocessor=dict( + type='ImgDataPreprocessor', + # RGB format normalization parameters + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + # convert image from BGR to RGB + bgr_to_rgb=True), + architecture=dict( + cfg_path='mmcls::resnet/resnet18_8xb32_in1k.py', pretrained=False), + teacher=dict( + cfg_path='mmcls::resnet/resnet50_8xb32_in1k.py', pretrained=False), + init_cfg=dict( + type='Pretrained', checkpoint='pretrain_work_dir/last_chechpoint.pth'), + distiller=dict( + type='ConfigurableDistiller', + student_recorders=dict( + fc=dict(type='ModuleOutputs', source='head.fc')), + teacher_recorders=dict( + fc=dict(type='ModuleOutputs', source='head.fc')), + distill_losses=dict( + loss_kl=dict( + type='KLDivergence', loss_weight=200, reduction='mean')), + loss_forward_mappings=dict( + loss_kl=dict( + preds_S=dict(from_student=True, recorder='fc'), + preds_T=dict(from_student=False, recorder='fc'))))) + +find_unused_parameters = True + +val_cfg = dict(_delete_=True, type='mmrazor.SingleTeacherDistillValLoop') diff --git a/configs/distill/mmcls/fitnet/fitnet_backbone_logits_resnet50_resnet18_8xb32_in1k.py b/configs/distill/mmcls/fitnet/fitnet_backbone_logits_resnet50_resnet18_8xb32_in1k.py index b46300e73..ecd127db9 100644 --- a/configs/distill/mmcls/fitnet/fitnet_backbone_logits_resnet50_resnet18_8xb32_in1k.py +++ b/configs/distill/mmcls/fitnet/fitnet_backbone_logits_resnet50_resnet18_8xb32_in1k.py @@ -36,14 +36,18 @@ type='KLDivergence', tau=6, loss_weight=10, reduction='mean')), connectors=dict( loss_s4_sfeat=dict( - type='ConvBNReLUConnector', + type='ConvConnector', in_channel=512, out_channel=2048, + use_norm=True, + use_relu=True, 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zT46%$cuB7#NeLUbw!)*&3hw%O1|I{B>YrP=Efs6wVHP(9E_E>w2$?w~xqfzpm}ew9 zQWCunT1!_=*3$)3)oF@kd?#j5 zajDHht_Se24K6c@BA-{kXsU8ofz&nB#5epsP-rT}dD^$f`#>iWa&s0Qc#S$whBgRx zLIn+zDFjX6b&VX#OBVY>`4bxZ7jxv^eJL7o9GZ4p0!H{|AZMe*cE8ca%Hfajm3-zY zFd-g_zd!M;3kLka~!3eN`O@sAAlRtpg>auR!n!$>~$!{ zsGIb`qavC|BS6t3T6?Rzfj-B#5)Au7_1y4|I^1;0`>H$(+V34&N?@I?x1SFUEk*dL ziyHcW5)QNim=|RJRRB%v%;htTLn^b69tujP9{$*GAOCTe)npt@*x`(33gj0ZpN;T_ zzyny6vQDJ$%!M+p4>-?X<-Sw!#fLMmLRh+_w5P33IJAC5j1I^6`MKhOaN7J^Qfq5nuoZn2mgsgO9E8z7DojPQq|`O zHtcs*5u1)C;gk~ljVC_WVUX_(jJ8HM?qKQsfXM2W-w&(?T_1rU;trOETFWd7CdLxI2=y^{Tn zuO~A5%LS|n5OPKMUMur&d_B9i)2~tp3B1j@ivIJLzdvv`4iM7BqKx><4f$m~mw`-$ z`jP$e*)O!7-70Eg0`K{LU-sCuAO7WY{wv)7#?}7{_rFQbe}(&Z4W|2lwcI|(D64n% V7a{>tDg^vfkX4a+FJ None: + super().__init__(init_cfg) + self.use_norm = use_norm + self.use_relu = use_relu + + self.conv = build_conv_layer( + conv_cfg, + in_channel, + out_channel, + kernel_size=kernel_size, + stride=stride, + padding=padding) + + if use_norm: + assert norm_cfg, '"use_norm" is True but "norm_cfg is None."' + _, self.norm = build_norm_layer(norm_cfg, out_channel) + + if use_relu: + self.relu = nn.ReLU(inplace=True) + + def forward_train(self, feature: torch.Tensor) -> torch.Tensor: + """Forward computation. + + Args: + feature (torch.Tensor): Input feature. + """ + feature = self.conv(feature) + if self.use_norm: + feature = self.norm(feature) + if self.use_relu: + feature = self.relu(feature) + return feature diff --git a/mmrazor/models/architectures/connectors/general_connector.py b/mmrazor/models/architectures/connectors/general_connector.py deleted file mode 100644 index 156468cb8..000000000 --- a/mmrazor/models/architectures/connectors/general_connector.py +++ /dev/null @@ -1,135 +0,0 @@ -# Copyright (c) OpenMMLab. All rights reserved. -from typing import Dict, Optional - -import numpy as np -import torch -import torch.nn as nn -from mmcv.cnn import build_conv_layer, build_norm_layer - -from mmrazor.registry import MODELS -from .base_connector import BaseConnector - - -@MODELS.register_module() -class SingleConvConnector(BaseConnector): - """General connector which only contains a conv layer. - - Args: - in_channel (int): The input channel of the connector. - out_channel (int): The output channel of the connector. - conv_cfg (dict, optional): The config to control the convolution. - init_cfg (dict, optional): The config to control the initialization. - """ - - def __init__( - self, - in_channel: int, - out_channel: int, - conv_cfg: Optional[Dict] = None, - init_cfg: Optional[Dict] = None, - ) -> None: - super().__init__(init_cfg) - self.conv = build_conv_layer( - conv_cfg, in_channel, out_channel, kernel_size=1, stride=1) - - def forward_train(self, feature: torch.Tensor) -> torch.Tensor: - """Forward computation. - - Args: - feature (torch.Tensor): Input feature. - """ - return self.conv(feature) - - def init_weights(self) -> None: - """Init parameters. - - In the subclass of ``BaseModule``, `init_weights` will be called - automativally. - """ - with torch.no_grad(): - for m in self.modules(): - if isinstance(m, nn.Conv2d): - device = m.weight.device - in_channels, _, k1, k2 = m.weight.shape - m.weight[:] = torch.randn( - m.weight.shape, device=device) / np.sqrt( - k1 * k2 * in_channels) * 1e-4 - if hasattr(m, 'bias') and m.bias is not None: - nn.init.zeros_(m.bias) - else: - continue - - -@MODELS.register_module() -class ConvBNConnector(BaseConnector): - """General connector which contains a conv layer with BN. - - Args: - in_channel (int): The input channels of the connector. - out_channel (int): The output channels of the connector. - norm_cfg (dict): The config to control the normalization. - conv_cfg (dict, optional): The config to control the convolution. - init_cfg (dict, optional): The config to control the initialization. - """ - - def __init__( - self, - in_channel: int, - out_channel: int, - norm_cfg: Dict, - conv_cfg: Optional[Dict] = None, - init_cfg: Optional[Dict] = None, - ) -> None: - super().__init__(init_cfg) - self.conv = build_conv_layer( - conv_cfg, - in_channel, - out_channel, - kernel_size=1, - stride=1, - padding=0, - bias=False) - _, self.bn = build_norm_layer(norm_cfg, out_channel) - - def forward_train(self, feature: torch.Tensor) -> torch.Tensor: - """Forward computation. - - Args: - feature (torch.Tensor): Input feature. - """ - return self.bn(self.conv(feature)) - - -@MODELS.register_module() -class ConvBNReLUConnector(BaseConnector): - """General connector which contains a conv layer with BN and ReLU. - - Args: - in_channel (int): The input channels of the connector. - out_channel (int): The output channels of the connector. - norm_cfg (dict): The config to control the normalization. - conv_cfg (dict, optional): The config to control the convolution. - init_cfg (dict, optional): The config to control the initialization. - """ - - def __init__( - self, - in_channel: int, - out_channel: int, - norm_cfg: Dict, - conv_cfg: Optional[Dict] = None, - init_cfg: Optional[Dict] = None, - ) -> None: - super().__init__(init_cfg) - self.conv = build_conv_layer( - conv_cfg, in_channel, out_channel, kernel_size=1) - _, self.bn = build_norm_layer(norm_cfg, out_channel) - self.relu = nn.ReLU(inplace=True) - - def forward_train(self, feature: torch.Tensor) -> torch.Tensor: - """Forward computation. - - Args: - feature (torch.Tensor): Input feature. - """ - return self.relu(self.bn(self.conv(feature))) diff --git a/mmrazor/models/distillers/configurable_distiller.py b/mmrazor/models/distillers/configurable_distiller.py index 621dfa624..a35e83e51 100644 --- a/mmrazor/models/distillers/configurable_distiller.py +++ b/mmrazor/models/distillers/configurable_distiller.py @@ -146,9 +146,6 @@ def build_connectors( distill_connecotrs = nn.ModuleDict() if connectors: for connector_name, connector_cfg in connectors.items(): - assert connector_name not in distill_connecotrs, \ - f'{connector_name} is already in "distill_connecotrs".' - connector = MODELS.build(connector_cfg) distill_connecotrs[connector_name] = connector diff --git a/mmrazor/models/losses/__init__.py b/mmrazor/models/losses/__init__.py index db0bd7af6..915b9620c 100644 --- a/mmrazor/models/losses/__init__.py +++ b/mmrazor/models/losses/__init__.py @@ -1,4 +1,5 @@ # Copyright (c) OpenMMLab. All rights reserved. +from .ab_loss import ABLoss from .cwd import ChannelWiseDivergence from .kl_divergence import KLDivergence from .l2_loss import L2Loss @@ -7,5 +8,5 @@ __all__ = [ 'ChannelWiseDivergence', 'KLDivergence', 'AngleWiseRKD', 'DistanceWiseRKD', - 'WSLD', 'L2Loss' + 'WSLD', 'L2Loss', 'ABLoss' ] diff --git a/mmrazor/models/losses/ab_loss.py b/mmrazor/models/losses/ab_loss.py new file mode 100644 index 000000000..b4c628154 --- /dev/null +++ b/mmrazor/models/losses/ab_loss.py @@ -0,0 +1,66 @@ +# Copyright (c) OpenMMLab. All rights reserved. +import torch +import torch.nn as nn + +from mmrazor.registry import MODELS + + +@MODELS.register_module() +class ABLoss(nn.Module): + """Activation Boundaries Loss. + + Paper: Knowledge Transfer via Distillation of Activation Boundaries + Formed by Hidden Neurons, AAAI2019. https://arxiv.org/pdf/1811.03233.pdf + + Modified from: https://github.com/facebookresearch/AlphaNet + + Args: + loss_weight (float): Weight of loss. Defaults to 1.0. + margin (float): Relaxation for training stability. Defaults to 1.0. + """ + + def __init__( + self, + loss_weight: float = 1.0, + margin: float = 1.0, + ) -> None: + super().__init__() + self.loss_weight = loss_weight + self.margin = margin + + def forward( + self, + s_feature: torch.Tensor, + t_feature: torch.Tensor, + ) -> torch.Tensor: + """ABLoss forward function. + + Args: + s_features (torch.Tensor): Student featuremap. + t_features (torch.Tensor): Teacher featuremap. + """ + batch_size = s_feature.shape[0] + loss = self.criterion_alternative_l2(s_feature, t_feature) + loss = loss / batch_size / 1000 * 3 + return self.loss_weight * loss + + def criterion_alternative_l2( + self, + source: torch.Tensor, + target: torch.Tensor, + ) -> torch.Tensor: + """Piecewise differentiable loss approximating the activation + boundaries loss. + + Guide the student learns a separating boundary between activation + region and deactivation region formed by each neuron in the teacher. + + Args: + source (torch.Tensor): Student featuremap. + target (torch.Tensor): Teacher featuremap. + """ + loss = ((source + self.margin)**2 * ((source > -self.margin) & + (target <= 0)).float() + + (source - self.margin)**2 * ((source <= self.margin) & + (target > 0)).float()) + return torch.abs(loss).sum() diff --git a/tests/test_models/test_architectures/test_connectors/test_connectors.py b/tests/test_models/test_architectures/test_connectors/test_connectors.py new file mode 100644 index 000000000..8ceb4bc4d --- /dev/null +++ b/tests/test_models/test_architectures/test_connectors/test_connectors.py @@ -0,0 +1,31 @@ +# Copyright (c) OpenMMLab. All rights reserved. +from unittest import TestCase + +import torch + +from mmrazor.models import ConvConnector + + +class TestConnector(TestCase): + + @classmethod + def setUpClass(cls): + cls.s_feat = torch.randn(1, 1, 5, 5) + cls.t_feat = torch.randn(1, 3, 5, 5) + + def test_conv_connector(self): + conv_connector_cfg = dict(in_channel=1, out_channel=3, use_relu=True) + conv_connector = ConvConnector(**conv_connector_cfg) + conv_connector.init_weights() + + output = conv_connector.forward_train(self.s_feat) + assert output.size() == self.t_feat.size() + + conv_connector_cfg['use_norm'] = True + with self.assertRaisesRegex( + AssertionError, '"use_norm" is True but "norm_cfg is None."'): + _ = ConvConnector(**conv_connector_cfg) + + conv_connector_cfg['norm_cfg'] = 'BN' + with self.assertRaisesRegex(TypeError, 'cfg must be a dict'): + _ = ConvConnector(**conv_connector_cfg) diff --git a/tests/test_models/test_connectors/test_connectors.py b/tests/test_models/test_connectors/test_connectors.py deleted file mode 100644 index d04e14854..000000000 --- a/tests/test_models/test_connectors/test_connectors.py +++ /dev/null @@ -1,35 +0,0 @@ -# Copyright (c) OpenMMLab. All rights reserved. -from unittest import TestCase - -import torch - -from mmrazor.models import BNConnector, ReLUConnector, SingleConvConnector - - -class TestConnector(TestCase): - - @classmethod - def setUpClass(cls): - cls.s_feat = torch.randn(1, 1, 5, 5) - cls.t_feat = torch.randn(1, 3, 5, 5) - - def test_singleconv_connector(self): - singleconv_connector_cfg = dict(in_channel=1, out_channel=3) - singleconv_connector = SingleConvConnector(**singleconv_connector_cfg) - - output = singleconv_connector.forward_train(self.s_feat) - assert output.size() == self.t_feat.size() - - def test_bn_connector(self): - bn_connector_cfg = dict(in_channel=1, out_channel=3) - bn_connector = BNConnector(**bn_connector_cfg) - - output = bn_connector.forward_train(self.s_feat) - assert output.size() == self.t_feat.size() - - def test_relu_connector(self): - relu_connector_cfg = dict(in_channel=1, out_channel=3) - relu_connector = ReLUConnector(**relu_connector_cfg) - - output = relu_connector.forward_train(self.s_feat) - assert output.size() == self.t_feat.size() diff --git a/tests/test_models/test_losses/test_distillation_losses.py b/tests/test_models/test_losses/test_distillation_losses.py new file mode 100644 index 000000000..a2cabca1b --- /dev/null +++ b/tests/test_models/test_losses/test_distillation_losses.py @@ -0,0 +1,34 @@ +# Copyright (c) OpenMMLab. All rights reserved. +from unittest import TestCase + +import torch + +from mmrazor.models import ABLoss + + +class TestLosses(TestCase): + + @classmethod + def setUpClass(cls): + cls.feats_1d = torch.randn(5, 6) + cls.feats_2d = torch.randn(5, 2, 3) + cls.feats_3d = torch.randn(5, 2, 3, 3) + + def normal_test_1d(self, loss_instance): + loss_1d = loss_instance.forward(self.feats_1d, self.feats_1d) + self.assertTrue(loss_1d.numel() == 1) + + def normal_test_2d(self, loss_instance): + loss_2d = loss_instance.forward(self.feats_2d, self.feats_2d) + self.assertTrue(loss_2d.numel() == 1) + + def normal_test_3d(self, loss_instance): + loss_3d = loss_instance.forward(self.feats_3d, self.feats_3d) + self.assertTrue(loss_3d.numel() == 1) + + def test_ab_loss(self): + ab_loss_cfg = dict(loss_weight=1.0, margin=1.0) + ab_loss = ABLoss(**ab_loss_cfg) + self.normal_test_1d(ab_loss) + self.normal_test_2d(ab_loss) + self.normal_test_3d(ab_loss) diff --git a/tests/test_models/test_losses/test_general_losses.py b/tests/test_models/test_losses/test_general_losses.py index 70b4c2c75..e1a0a7a42 100644 --- a/tests/test_models/test_losses/test_general_losses.py +++ b/tests/test_models/test_losses/test_general_losses.py @@ -11,18 +11,30 @@ class TestLosses(TestCase): @classmethod def setUpClass(cls): cls.feats_1d = torch.randn(5, 6) + cls.feats_2d = torch.randn(5, 2, 3) cls.feats_3d = torch.randn(5, 2, 3, 3) def normal_test_1d(self, loss_instance): loss_1d = loss_instance.forward(self.feats_1d, self.feats_1d) self.assertTrue(loss_1d.numel() == 1) + def normal_test_2d(self, loss_instance): + loss_2d = loss_instance.forward(self.feats_2d, self.feats_2d) + self.assertTrue(loss_2d.numel() == 1) + def normal_test_3d(self, loss_instance): loss_3d = loss_instance.forward(self.feats_3d, self.feats_3d) self.assertTrue(loss_3d.numel() == 1) def test_l2_loss(self): - l2_loss_cfg = dict(loss_weight=10) + l2_loss_cfg = dict(loss_weight=10, normalize=True) + l2_loss = L2Loss(**l2_loss_cfg) + self.normal_test_1d(l2_loss) + self.normal_test_2d(l2_loss) + self.normal_test_3d(l2_loss) + + l2_loss_cfg['div_element'] = True l2_loss = L2Loss(**l2_loss_cfg) self.normal_test_1d(l2_loss) + self.normal_test_2d(l2_loss) self.normal_test_3d(l2_loss) From 86c2eaccdbc24d44ab187f1b62a18e65f7a16bee Mon Sep 17 00:00:00 2001 From: "zhangzhongyu.vendor" < zhangzhongyu.vendor@sensetime.com> Date: Thu, 4 Aug 2022 14:17:03 +0800 Subject: [PATCH 2/3] 1.Improve convconnector to convmoduleconnecotr which aligns with mmcv. 2.Revise UT of test_connector. 3.Revise config of fitnet and abloss. 4.Revise mmcls import of darts_subnet_head to align with the newest mmcls-dev-1.x. --- configs/distill/mmcls/abloss/README.md | 2 +- ...e_resnet50_resnet18_8xb32_in1k_pretrain.py | 24 +-- ...one_logits_resnet50_resnet18_8xb32_in1k.py | 8 +- .../architectures/connectors/__init__.py | 4 +- .../connectors/conv_connector.py | 74 -------- .../connectors/convmodule_connector.py | 166 ++++++++++++++++++ .../architectures/heads/darts_subnet_head.py | 2 +- .../test_connectors/test_connectors.py | 35 ++-- 8 files changed, 208 insertions(+), 107 deletions(-) delete mode 100644 mmrazor/models/architectures/connectors/conv_connector.py create mode 100644 mmrazor/models/architectures/connectors/convmodule_connector.py diff --git a/configs/distill/mmcls/abloss/README.md b/configs/distill/mmcls/abloss/README.md index 3b3b8c322..308edc799 100644 --- a/configs/distill/mmcls/abloss/README.md +++ b/configs/distill/mmcls/abloss/README.md @@ -54,7 +54,7 @@ $PRETRAIN_WORK_DIR ### Modify Distillation training config -open file './configs/kd/ab_loss/classification/resnet/abloss_res18_cifar10_distillation_8xb16_teacher_res50_head_train.py' +open file 'configs/distill/mmcls/abloss/abloss_head_resnet50_resnet18_8xb32_in1k.py' ```python # modify init_cfg in model settings diff --git a/configs/distill/mmcls/abloss/abloss_backbone_resnet50_resnet18_8xb32_in1k_pretrain.py b/configs/distill/mmcls/abloss/abloss_backbone_resnet50_resnet18_8xb32_in1k_pretrain.py index 37f55196e..2a5808007 100644 --- a/configs/distill/mmcls/abloss/abloss_backbone_resnet50_resnet18_8xb32_in1k_pretrain.py +++ b/configs/distill/mmcls/abloss/abloss_backbone_resnet50_resnet18_8xb32_in1k_pretrain.py @@ -43,29 +43,29 @@ loss_s1=dict(type='ABLoss', loss_weight=0.125)), connectors=dict( loss_s4_sfeat=dict( - type='ConvConnector', + type='ConvModuleConncetor', in_channel=512, out_channel=2048, - use_norm=True, - norm_cfg=dict(type='BN')), + norm_cfg=dict(type='BN'), + act_cfg=None), loss_s3_sfeat=dict( - type='ConvConnector', + type='ConvModuleConncetor', in_channel=256, out_channel=1024, - use_norm=True, - norm_cfg=dict(type='BN')), + norm_cfg=dict(type='BN'), + act_cfg=None), loss_s2_sfeat=dict( - type='ConvConnector', + type='ConvModuleConncetor', in_channel=128, out_channel=512, - use_norm=True, - norm_cfg=dict(type='BN')), + norm_cfg=dict(type='BN'), + act_cfg=None), loss_s1_sfeat=dict( - type='ConvConnector', + type='ConvModuleConncetor', in_channel=64, out_channel=256, - use_norm=True, - norm_cfg=dict(type='BN'))), + norm_cfg=dict(type='BN'), + act_cfg=None)), loss_forward_mappings=dict( loss_s4=dict( s_feature=dict( diff --git a/configs/distill/mmcls/fitnet/fitnet_backbone_logits_resnet50_resnet18_8xb32_in1k.py b/configs/distill/mmcls/fitnet/fitnet_backbone_logits_resnet50_resnet18_8xb32_in1k.py index ecd127db9..529aa7513 100644 --- a/configs/distill/mmcls/fitnet/fitnet_backbone_logits_resnet50_resnet18_8xb32_in1k.py +++ b/configs/distill/mmcls/fitnet/fitnet_backbone_logits_resnet50_resnet18_8xb32_in1k.py @@ -36,18 +36,14 @@ type='KLDivergence', tau=6, loss_weight=10, reduction='mean')), connectors=dict( loss_s4_sfeat=dict( - type='ConvConnector', + type='ConvModuleConncetor', in_channel=512, out_channel=2048, - use_norm=True, - use_relu=True, norm_cfg=dict(type='BN')), loss_s3_sfeat=dict( - type='ConvConnector', + type='ConvModuleConncetor', in_channel=256, out_channel=1024, - use_norm=True, - use_relu=True, norm_cfg=dict(type='BN'))), loss_forward_mappings=dict( loss_s4=dict( diff --git a/mmrazor/models/architectures/connectors/__init__.py b/mmrazor/models/architectures/connectors/__init__.py index 755eabf40..c78bfe992 100644 --- a/mmrazor/models/architectures/connectors/__init__.py +++ b/mmrazor/models/architectures/connectors/__init__.py @@ -1,4 +1,4 @@ # Copyright (c) OpenMMLab. All rights reserved. -from .conv_connector import ConvConnector +from .convmodule_connector import ConvModuleConncetor -__all__ = ['ConvConnector'] +__all__ = ['ConvModuleConncetor'] diff --git a/mmrazor/models/architectures/connectors/conv_connector.py b/mmrazor/models/architectures/connectors/conv_connector.py deleted file mode 100644 index e642f3dae..000000000 --- a/mmrazor/models/architectures/connectors/conv_connector.py +++ /dev/null @@ -1,74 +0,0 @@ -# Copyright (c) OpenMMLab. All rights reserved. -from typing import Dict, Optional - -import numpy as np -import torch -import torch.nn as nn -from mmcv.cnn import build_conv_layer, build_norm_layer - -from mmrazor.registry import MODELS -from .base_connector import BaseConnector - - -@MODELS.register_module() -class ConvConnector(BaseConnector): - """Convolution connector which . - - Args: - in_channel (int): The input channel of the connector. - out_channel (int): The output channel of the connector. - kernel_size (int): Size of the convolving kernel. Defaults to 1. - stride (int): Stride of the convolution. Defaults to 1. - padding (int): Zero-padding added to both sides of the input. - Defaults to 0. - use_norm (bool): Whether to use normalization layer. - use_relu (bool): Whether to use ReLU activation. - conv_cfg (dict, optional): The config to control the convolution. - norm_cfg (dict, optional): The config to control the normalization. - init_cfg (dict, optional): The config to control the initialization. - """ - - def __init__( - self, - in_channel: int, - out_channel: int, - kernel_size: int = 1, - stride: int = 1, - padding: int = 0, - use_norm: bool = False, - use_relu: bool = False, - conv_cfg: Optional[Dict] = None, - norm_cfg: Optional[Dict] = None, - init_cfg: Optional[Dict] = None, - ) -> None: - super().__init__(init_cfg) - self.use_norm = use_norm - self.use_relu = use_relu - - self.conv = build_conv_layer( - conv_cfg, - in_channel, - out_channel, - kernel_size=kernel_size, - stride=stride, - padding=padding) - - if use_norm: - assert norm_cfg, '"use_norm" is True but "norm_cfg is None."' - _, self.norm = build_norm_layer(norm_cfg, out_channel) - - if use_relu: - self.relu = nn.ReLU(inplace=True) - - def forward_train(self, feature: torch.Tensor) -> torch.Tensor: - """Forward computation. - - Args: - feature (torch.Tensor): Input feature. - """ - feature = self.conv(feature) - if self.use_norm: - feature = self.norm(feature) - if self.use_relu: - feature = self.relu(feature) - return feature diff --git a/mmrazor/models/architectures/connectors/convmodule_connector.py b/mmrazor/models/architectures/connectors/convmodule_connector.py new file mode 100644 index 000000000..03f41d72e --- /dev/null +++ b/mmrazor/models/architectures/connectors/convmodule_connector.py @@ -0,0 +1,166 @@ +# Copyright (c) OpenMMLab. All rights reserved. +import warnings +from typing import Dict, Optional, Tuple, Union + +import torch +import torch.nn as nn +from mmcv.cnn import (build_activation_layer, build_conv_layer, + build_norm_layer, build_padding_layer) +from mmcv.utils import _BatchNorm, _InstanceNorm + +from mmrazor.registry import MODELS +from .base_connector import BaseConnector + + +@MODELS.register_module() +class ConvModuleConncetor(BaseConnector): + """Convolution connector that bundles conv/norm/activation layers. + + Args: + in_channel (int): The input channel of the connector. + out_channel (int): The output channel of the connector. + kernel_size (int | tuple[int]): Size of the convolving kernel. + Same as that in ``nn._ConvNd``. + stride (int | tuple[int]): Stride of the convolution. + Same as that in ``nn._ConvNd``. + padding (int | tuple[int]): Zero-padding added to both sides of + the input. Same as that in ``nn._ConvNd``. + dilation (int | tuple[int]): Spacing between kernel elements. + Same as that in ``nn._ConvNd``. + groups (int): Number of blocked connections from input channels to + output channels. Same as that in ``nn._ConvNd``. + bias (bool | str): If specified as `auto`, it will be decided by the + norm_cfg. Bias will be set as True if `norm_cfg` is None, otherwise + False. Default: "auto". + conv_cfg (dict): Config dict for convolution layer. Default: None, + which means using conv2d. + norm_cfg (dict): Config dict for normalization layer. Default: None. + act_cfg (dict): Config dict for activation layer. + Default: dict(type='ReLU'). + inplace (bool): Whether to use inplace mode for activation. + Default: True. + with_spectral_norm (bool): Whether use spectral norm in conv module. + Default: False. + padding_mode (str): If the `padding_mode` has not been supported by + current `Conv2d` in PyTorch, we will use our own padding layer + instead. Currently, we support ['zeros', 'circular'] with official + implementation and ['reflect'] with our own implementation. + Default: 'zeros'. + order (tuple[str]): The order of conv/norm/activation layers. It is a + sequence of "conv", "norm" and "act". Common examples are + ("conv", "norm", "act") and ("act", "conv", "norm"). + Default: ('conv', 'norm', 'act'). + init_cfg (dict, optional): The config to control the initialization. + """ + + def __init__( + self, + in_channel: int, + out_channel: int, + kernel_size: Union[int, Tuple[int]] = 1, + stride: Union[int, Tuple[int]] = 1, + padding: Union[int, Tuple[int]] = 0, + dilation: Union[int, Tuple[int]] = 1, + groups: int = 1, + bias: Union[str, bool] = 'auto', + conv_cfg: Optional[Dict] = None, + norm_cfg: Optional[Dict] = None, + act_cfg: Dict = dict(type='ReLU'), + inplace: bool = True, + with_spectral_norm: bool = False, + padding_mode: str = 'zeros', + order: tuple = ('conv', 'norm', 'act'), + init_cfg: Optional[Dict] = None, + ) -> None: + super().__init__(init_cfg) + assert conv_cfg is None or isinstance(conv_cfg, dict), \ + 'conv_cfg must be None or a dict, ' \ + f'but got {type(conv_cfg).__name__}.' + assert norm_cfg is None or isinstance(norm_cfg, dict), \ + 'norm_cfg must be None or a dict, ' \ + f'but got {type(norm_cfg).__name__}.' + assert act_cfg is None or isinstance(act_cfg, dict), \ + 'act_cfg must be None or a dict, ' \ + f'but got {type(act_cfg).__name__}.' + + official_padding_mode = ['zeros', 'circular'] + self.with_spectral_norm = with_spectral_norm + self.with_explicit_padding = padding_mode not in official_padding_mode + self.order = order + assert isinstance(self.order, tuple) and len(self.order) == 3, \ + '"order" must be a tuple and with length 3.' + assert set(order) == set(['conv', 'norm', 'act']), \ + 'the set of "order" must be equal to the set of ' \ + '["conv", "norm", "act"].' + + self.with_norm = norm_cfg is not None + self.with_activation = act_cfg is not None + # if the conv layer is before a norm layer, bias is unnecessary. + if bias == 'auto': + bias = not self.with_norm + self.with_bias = bias + + if self.with_explicit_padding: + pad_cfg = dict(type=padding_mode) + self.padding_layer = build_padding_layer(pad_cfg, padding) + + # reset padding to 0 for conv module + conv_padding = 0 if self.with_explicit_padding else padding + # build convolution layer + self.conv = build_conv_layer( + conv_cfg, + in_channel, + out_channel, + kernel_size, + stride=stride, + padding=conv_padding, + dilation=dilation, + groups=groups, + bias=bias) + + if self.with_spectral_norm: + self.conv = nn.utils.spectral_norm(self.conv) + + # build normalization layers + if self.with_norm: + # norm layer is after conv layer + if order.index('norm') > order.index('conv'): + norm_channels = out_channel + else: + norm_channels = in_channel + self.norm_name, self.norm = build_norm_layer( + norm_cfg, norm_channels) + self.add_module(self.norm_name, self.norm) + if self.with_bias: + if isinstance(self.norm, (_BatchNorm, _InstanceNorm)): + warnings.warn( + 'Unnecessary conv bias before batch/instance norm') + else: + self.norm_name = None + + # build activation layer + if self.with_activation: + act_cfg_ = act_cfg.copy() + # nn.Tanh has no 'inplace' argument + if act_cfg_['type'] not in [ + 'Tanh', 'PReLU', 'Sigmoid', 'HSigmoid', 'Swish', 'GELU' + ]: + act_cfg_.setdefault('inplace', inplace) + self.activate = build_activation_layer(act_cfg_) + + def forward_train(self, feature: torch.Tensor) -> torch.Tensor: + """Forward computation. + + Args: + feature (torch.Tensor): Input feature. + """ + for layer in self.order: + if layer == 'conv': + if self.with_explicit_padding: + feature = self.padding_layer(feature) + feature = self.conv(feature) + elif layer == 'norm' and self.with_norm: + feature = self.norm(feature) + elif layer == 'act' and self.with_activation: + feature = self.activate(feature) + return feature diff --git a/mmrazor/models/architectures/heads/darts_subnet_head.py b/mmrazor/models/architectures/heads/darts_subnet_head.py index 6f810ae81..71f02a4d5 100644 --- a/mmrazor/models/architectures/heads/darts_subnet_head.py +++ b/mmrazor/models/architectures/heads/darts_subnet_head.py @@ -2,9 +2,9 @@ from typing import List, Tuple import torch -from mmcls.data import ClsDataSample from mmcls.evaluation import Accuracy from mmcls.models.heads import LinearClsHead +from mmcls.structures import ClsDataSample from torch import nn from mmrazor.models.utils import add_prefix diff --git a/tests/test_models/test_architectures/test_connectors/test_connectors.py b/tests/test_models/test_architectures/test_connectors/test_connectors.py index 8ceb4bc4d..6b0d5dde8 100644 --- a/tests/test_models/test_architectures/test_connectors/test_connectors.py +++ b/tests/test_models/test_architectures/test_connectors/test_connectors.py @@ -3,7 +3,7 @@ import torch -from mmrazor.models import ConvConnector +from mmrazor.models import ConvModuleConncetor class TestConnector(TestCase): @@ -14,18 +14,31 @@ def setUpClass(cls): cls.t_feat = torch.randn(1, 3, 5, 5) def test_conv_connector(self): - conv_connector_cfg = dict(in_channel=1, out_channel=3, use_relu=True) - conv_connector = ConvConnector(**conv_connector_cfg) - conv_connector.init_weights() + convmodule_connector_cfg = dict( + in_channel=1, out_channel=3, norm_cfg=dict(type='BN')) + convmodule_connector = ConvModuleConncetor(**convmodule_connector_cfg) - output = conv_connector.forward_train(self.s_feat) + output = convmodule_connector.forward_train(self.s_feat) assert output.size() == self.t_feat.size() - conv_connector_cfg['use_norm'] = True + convmodule_connector_cfg['order'] = ('conv', 'norm') with self.assertRaisesRegex( - AssertionError, '"use_norm" is True but "norm_cfg is None."'): - _ = ConvConnector(**conv_connector_cfg) + AssertionError, '"order" must be a tuple and with length 3.'): + _ = ConvModuleConncetor(**convmodule_connector_cfg) - conv_connector_cfg['norm_cfg'] = 'BN' - with self.assertRaisesRegex(TypeError, 'cfg must be a dict'): - _ = ConvConnector(**conv_connector_cfg) + convmodule_connector_cfg['act_cfg'] = 'ReLU' + with self.assertRaisesRegex( + AssertionError, 'act_cfg must be None or a dict, but got str'): + _ = ConvModuleConncetor(**convmodule_connector_cfg) + + convmodule_connector_cfg['norm_cfg'] = 'BN' + with self.assertRaisesRegex( + AssertionError, + 'norm_cfg must be None or a dict, but got str'): + _ = ConvModuleConncetor(**convmodule_connector_cfg) + + convmodule_connector_cfg['conv_cfg'] = 'conv2d' + with self.assertRaisesRegex( + AssertionError, + 'conv_cfg must be None or a dict, but got str'): + _ = ConvModuleConncetor(**convmodule_connector_cfg) From 7c604c8ee3e80a7a2b86f6e8f7ba73779e090193 Mon Sep 17 00:00:00 2001 From: "zhangzhongyu.vendor" < zhangzhongyu.vendor@sensetime.com> Date: Thu, 4 Aug 2022 20:36:20 +0800 Subject: [PATCH 3/3] 1.Simplify ConvModuleConncetor by ConvModule. --- .../connectors/convmodule_connector.py | 100 +++--------------- 1 file changed, 13 insertions(+), 87 deletions(-) diff --git a/mmrazor/models/architectures/connectors/convmodule_connector.py b/mmrazor/models/architectures/connectors/convmodule_connector.py index 03f41d72e..f87744874 100644 --- a/mmrazor/models/architectures/connectors/convmodule_connector.py +++ b/mmrazor/models/architectures/connectors/convmodule_connector.py @@ -1,12 +1,8 @@ # Copyright (c) OpenMMLab. All rights reserved. -import warnings from typing import Dict, Optional, Tuple, Union import torch -import torch.nn as nn -from mmcv.cnn import (build_activation_layer, build_conv_layer, - build_norm_layer, build_padding_layer) -from mmcv.utils import _BatchNorm, _InstanceNorm +from mmcv.cnn import ConvModule from mmrazor.registry import MODELS from .base_connector import BaseConnector @@ -73,80 +69,10 @@ def __init__( init_cfg: Optional[Dict] = None, ) -> None: super().__init__(init_cfg) - assert conv_cfg is None or isinstance(conv_cfg, dict), \ - 'conv_cfg must be None or a dict, ' \ - f'but got {type(conv_cfg).__name__}.' - assert norm_cfg is None or isinstance(norm_cfg, dict), \ - 'norm_cfg must be None or a dict, ' \ - f'but got {type(norm_cfg).__name__}.' - assert act_cfg is None or isinstance(act_cfg, dict), \ - 'act_cfg must be None or a dict, ' \ - f'but got {type(act_cfg).__name__}.' - - official_padding_mode = ['zeros', 'circular'] - self.with_spectral_norm = with_spectral_norm - self.with_explicit_padding = padding_mode not in official_padding_mode - self.order = order - assert isinstance(self.order, tuple) and len(self.order) == 3, \ - '"order" must be a tuple and with length 3.' - assert set(order) == set(['conv', 'norm', 'act']), \ - 'the set of "order" must be equal to the set of ' \ - '["conv", "norm", "act"].' - - self.with_norm = norm_cfg is not None - self.with_activation = act_cfg is not None - # if the conv layer is before a norm layer, bias is unnecessary. - if bias == 'auto': - bias = not self.with_norm - self.with_bias = bias - - if self.with_explicit_padding: - pad_cfg = dict(type=padding_mode) - self.padding_layer = build_padding_layer(pad_cfg, padding) - - # reset padding to 0 for conv module - conv_padding = 0 if self.with_explicit_padding else padding - # build convolution layer - self.conv = build_conv_layer( - conv_cfg, - in_channel, - out_channel, - kernel_size, - stride=stride, - padding=conv_padding, - dilation=dilation, - groups=groups, - bias=bias) - - if self.with_spectral_norm: - self.conv = nn.utils.spectral_norm(self.conv) - - # build normalization layers - if self.with_norm: - # norm layer is after conv layer - if order.index('norm') > order.index('conv'): - norm_channels = out_channel - else: - norm_channels = in_channel - self.norm_name, self.norm = build_norm_layer( - norm_cfg, norm_channels) - self.add_module(self.norm_name, self.norm) - if self.with_bias: - if isinstance(self.norm, (_BatchNorm, _InstanceNorm)): - warnings.warn( - 'Unnecessary conv bias before batch/instance norm') - else: - self.norm_name = None - - # build activation layer - if self.with_activation: - act_cfg_ = act_cfg.copy() - # nn.Tanh has no 'inplace' argument - if act_cfg_['type'] not in [ - 'Tanh', 'PReLU', 'Sigmoid', 'HSigmoid', 'Swish', 'GELU' - ]: - act_cfg_.setdefault('inplace', inplace) - self.activate = build_activation_layer(act_cfg_) + self.conv_module = ConvModule(in_channel, out_channel, kernel_size, + stride, padding, dilation, groups, bias, + conv_cfg, norm_cfg, act_cfg, inplace, + with_spectral_norm, padding_mode, order) def forward_train(self, feature: torch.Tensor) -> torch.Tensor: """Forward computation. @@ -154,13 +80,13 @@ def forward_train(self, feature: torch.Tensor) -> torch.Tensor: Args: feature (torch.Tensor): Input feature. """ - for layer in self.order: + for layer in self.conv_module.order: if layer == 'conv': - if self.with_explicit_padding: - feature = self.padding_layer(feature) - feature = self.conv(feature) - elif layer == 'norm' and self.with_norm: - feature = self.norm(feature) - elif layer == 'act' and self.with_activation: - feature = self.activate(feature) + if self.conv_module.with_explicit_padding: + feature = self.conv_module.padding_layer(feature) + feature = self.conv_module.conv(feature) + elif layer == 'norm' and self.conv_module.with_norm: + feature = self.conv_module.norm(feature) + elif layer == 'act' and self.conv_module.with_activation: + feature = self.conv_module.activate(feature) return feature

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