From 556c263857a41cca9d98970680da306f4f4276ce Mon Sep 17 00:00:00 2001 From: wilxy <314647732@qq.com> Date: Thu, 25 Aug 2022 18:39:30 +0800 Subject: [PATCH 1/4] 1.Add FBKD --- configs/distill/mmdet/fbkd/README.md | 37 ++ .../fbkd_fpn_frcnn_r101_frcnn_r50_1x_coco.py | 157 +++++++++ .../architectures/connectors/__init__.py | 7 +- .../connectors/base_connector.py | 6 +- .../connectors/byot_connector.py | 2 +- .../connectors/fbkd_connector.py | 333 ++++++++++++++++++ mmrazor/models/losses/__init__.py | 4 +- mmrazor/models/losses/fbkd_loss.py | 120 +++++++ .../test_connectors/test_connectors.py | 24 +- .../test_losses/test_distillation_losses.py | 21 +- 10 files changed, 702 insertions(+), 9 deletions(-) create mode 100644 configs/distill/mmdet/fbkd/README.md create mode 100644 configs/distill/mmdet/fbkd/fbkd_fpn_frcnn_r101_frcnn_r50_1x_coco.py create mode 100644 mmrazor/models/architectures/connectors/fbkd_connector.py create mode 100644 mmrazor/models/losses/fbkd_loss.py diff --git a/configs/distill/mmdet/fbkd/README.md b/configs/distill/mmdet/fbkd/README.md new file mode 100644 index 000000000..dcddd9e58 --- /dev/null +++ b/configs/distill/mmdet/fbkd/README.md @@ -0,0 +1,37 @@ +# IMPROVE OBJECT DETECTION WITH FEATURE-BASED KNOWLEDGE DISTILLATION: TOWARDS ACCURATE AND EFFICIENT DETECTORS (FBKD) + +> [IMPROVE OBJECT DETECTION WITH FEATURE-BASED KNOWLEDGE DISTILLATION: TOWARDS ACCURATE AND EFFICIENT DETECTORS](https://openreview.net/pdf?id=uKhGRvM8QNH) + + + +## Abstract + +Knowledge distillation, in which a student model is trained to mimic a teacher model, has been proved as an effective technique for model compression and model accuracy boosting. However, most knowledge distillation methods, designed for image classification, have failed on more challenging tasks, such as object detection. In this paper, we suggest that the failure of knowledge distillation on object detection is mainly caused by two reasons: (1) the imbalance between pixels of foreground and background and (2) lack of distillation on the relation between different pixels. Observing the above reasons, we propose attention-guided distillation and non-local distillation to address the two problems, respectively. Attention-guided distillation is proposed to find the crucial pixels of foreground objects with attention mechanism and then make the students take more effort to learn their features. Non-local distillation is proposed to enable students to learn not only the feature of an individual pixel but also the relation between different pixels captured by non-local modules. Experiments show that our methods achieve excellent AP improvements on both one-stage and two-stage, both anchor-based and anchor-free detectors. For example, Faster RCNN (ResNet101 backbone) with our distillation achieves 43.9 AP on COCO2017, which is 4.1 higher than the baseline. + +![pipeline](/docs/en/imgs/model_zoo/fitnet/pipeline.png) + +## Results and models + +### Classification + +| Location | Dataset | Teacher | Student | box AP | box AP(T) | box AP(S) | Config | Download | +| :------: | :-----: | :-------------------------------------------------------------------------------------------------------------------------------: | :-----------------------------------------------------------------------------------------------------------------------------: | :----: | :-------: | :-------: | :--------------------------------------------------: | :-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | +| neck | COCO | [fasterrcnn_resnet101](https://github.com/open-mmlab/mmdetection/blob/master/configs/faster_rcnn/faster_rcnn_r101_fpn_1x_coco.py) | [fasterrcnn_resnet50](https://github.com/open-mmlab/mmdetection/blob/master/configs/faster_rcnn/faster_rcnn_r50_fpn_1x_coco.py) | 70.85 | 39.4 | 37.8 | [config](./fbkd_fpn_frcnn_r101_frcnn_r50_1x_coco.py) | [teacher](https://download.openmmlab.com/mmdetection/v2.0/faster_rcnn/faster_rcnn_r101_fpn_1x_coco/faster_rcnn_r101_fpn_1x_coco_20200130-f513f705.pth) \|[model](<>) \| [log](<>) | + +## Citation + +```latex +@inproceedings{DBLP:conf/iclr/ZhangM21, + author = {Linfeng Zhang and Kaisheng Ma}, + title = {Improve Object Detection with Feature-based Knowledge Distillation: + Towards Accurate and Efficient Detectors}, + booktitle = {9th International Conference on Learning Representations, {ICLR} 2021, + Virtual Event, Austria, May 3-7, 2021}, + publisher = {OpenReview.net}, + year = {2021}, + url = {https://openreview.net/forum?id=uKhGRvM8QNH}, + timestamp = {Wed, 23 Jun 2021 17:36:39 +0200}, + biburl = {https://dblp.org/rec/conf/iclr/ZhangM21.bib}, + bibsource = {dblp computer science bibliography, https://dblp.org} +} +``` diff --git a/configs/distill/mmdet/fbkd/fbkd_fpn_frcnn_r101_frcnn_r50_1x_coco.py b/configs/distill/mmdet/fbkd/fbkd_fpn_frcnn_r101_frcnn_r50_1x_coco.py new file mode 100644 index 000000000..0831c4b87 --- /dev/null +++ b/configs/distill/mmdet/fbkd/fbkd_fpn_frcnn_r101_frcnn_r50_1x_coco.py @@ -0,0 +1,157 @@ +_base_ = [ + 'mmdet::_base_/datasets/coco_detection.py', + 'mmdet::_base_/schedules/schedule_1x.py', + 'mmdet::_base_/default_runtime.py' +] + +model = dict( + _scope_='mmrazor', + type='SingleTeacherDistill', + architecture=dict( + cfg_path='mmdet::faster_rcnn/faster_rcnn_r50_fpn_1x_coco.py', + pretrained=True), + teacher=dict( + cfg_path='mmdet::faster_rcnn/faster_rcnn_r101_fpn_1x_coco.py', + pretrained=False), + teacher_ckpt='faster_rcnn_r101_fpn_1x_coco_20200130-f513f705.pth', + distiller=dict( + type='ConfigurableDistiller', + student_recorders=dict( + neck_s0=dict(type='ModuleOutputs', source='neck.fpn_convs.0.conv'), + neck_s1=dict(type='ModuleOutputs', source='neck.fpn_convs.1.conv'), + neck_s2=dict(type='ModuleOutputs', source='neck.fpn_convs.2.conv'), + neck_s3=dict(type='ModuleOutputs', + source='neck.fpn_convs.3.conv')), + teacher_recorders=dict( + neck_s0=dict(type='ModuleOutputs', source='neck.fpn_convs.0.conv'), + neck_s1=dict(type='ModuleOutputs', source='neck.fpn_convs.1.conv'), + neck_s2=dict(type='ModuleOutputs', source='neck.fpn_convs.2.conv'), + neck_s3=dict(type='ModuleOutputs', + source='neck.fpn_convs.3.conv')), + distill_losses=dict( + loss_s0=dict(type='FBKDLoss'), + loss_s1=dict(type='FBKDLoss'), + loss_s2=dict(type='FBKDLoss'), + loss_s3=dict(type='FBKDLoss')), + connectors=dict( + loss_s0_sfeat=dict( + type='FBKDStudentConnector', + in_channel=256, + inter_channel=64, + downsample_stride=8), + loss_s0_tfeat=dict( + type='FBKDTeacherConnector', + in_channel=256, + inter_channel=64, + downsample_stride=8), + loss_s1_sfeat=dict( + type='FBKDStudentConnector', + in_channel=256, + inter_channel=64, + downsample_stride=4), + loss_s1_tfeat=dict( + type='FBKDTeacherConnector', + in_channel=256, + downsample_stride=4), + loss_s2_sfeat=dict(type='FBKDStudentConnector', in_channel=256), + loss_s2_tfeat=dict(type='FBKDTeacherConnector', in_channel=256), + loss_s3_sfeat=dict(type='FBKDStudentConnector', in_channel=256), + loss_s3_tfeat=dict(type='FBKDTeacherConnector', in_channel=256)), + loss_forward_mappings=dict( + loss_s0=dict( + s_feature=dict( + from_student=True, + recorder='neck_s0', + connector='loss_s0_sfeat'), + t_feature=dict( + from_student=False, + recorder='neck_s0', + connector='loss_s0_tfeat')), + loss_s1=dict( + s_feature=dict( + from_student=True, + recorder='neck_s1', + connector='loss_s1_sfeat'), + t_feature=dict( + from_student=False, + recorder='neck_s1', + connector='loss_s1_tfeat')), + loss_s2=dict( + s_feature=dict( + from_student=True, + recorder='neck_s2', + connector='loss_s2_sfeat'), + t_feature=dict( + from_student=False, + recorder='neck_s2', + connector='loss_s2_tfeat')), + loss_s3=dict( + s_feature=dict( + from_student=True, + recorder='neck_s3', + connector='loss_s3_sfeat'), + t_feature=dict( + from_student=False, + recorder='neck_s3', + connector='loss_s3_tfeat'))))) + +find_unused_parameters = True + +# dataset settings +dataset_type = 'CocoDataset' +data_root = 'data/coco/' +file_client_args = dict( + backend='petrel', + path_mapping=dict({ + './data/': 's3://openmmlab/datasets/detection/', + 'data/': 's3://openmmlab/datasets/detection/' + })) + +train_pipeline = [ + dict(type='LoadImageFromFile', file_client_args=file_client_args), + dict(type='LoadAnnotations', with_bbox=True), + dict(type='Resize', scale=(1333, 800), keep_ratio=True), + dict(type='RandomFlip', prob=0.5), + dict(type='PackDetInputs') +] +test_pipeline = [ + dict(type='LoadImageFromFile', file_client_args=file_client_args), + dict(type='Resize', scale=(1333, 800), keep_ratio=True), + dict( + type='PackDetInputs', + meta_keys=('img_id', 'img_path', 'ori_shape', 'img_shape', + 'scale_factor')) +] + +train_dataloader = dict( + batch_size=2, + num_workers=2, + persistent_workers=True, + sampler=dict(type='DefaultSampler', shuffle=True), + batch_sampler=dict(type='AspectRatioBatchSampler'), + dataset=dict( + type=dataset_type, + data_root=data_root, + ann_file='annotations/instances_train2017.json', + data_prefix=dict(img='train2017/'), + filter_cfg=dict(filter_empty_gt=True, min_size=32), + pipeline=train_pipeline)) +val_dataloader = dict( + batch_size=1, + num_workers=2, + persistent_workers=True, + drop_last=False, + sampler=dict(type='DefaultSampler', shuffle=False), + dataset=dict( + type=dataset_type, + data_root=data_root, + ann_file='annotations/instances_val2017.json', + data_prefix=dict(img='val2017/'), + test_mode=True, + pipeline=test_pipeline)) +test_dataloader = val_dataloader + +val_cfg = dict(_delete_=True, type='mmrazor.SingleTeacherDistillValLoop') + +default_hooks = dict( + checkpoint=dict(type='CheckpointHook', interval=1, max_keep_ckpts=2)) diff --git a/mmrazor/models/architectures/connectors/__init__.py b/mmrazor/models/architectures/connectors/__init__.py index 428f38f8c..36e818e31 100644 --- a/mmrazor/models/architectures/connectors/__init__.py +++ b/mmrazor/models/architectures/connectors/__init__.py @@ -2,5 +2,10 @@ from .byot_connector import BYOTConnector from .convmodule_connector import ConvModuleConncetor from .factor_transfer_connectors import Paraphraser, Translator +from .fbkd_connector import FBKDStudentConnector, FBKDTeacherConnector + +__all__ = [ + 'ConvModuleConncetor', 'Translator', 'Paraphraser', 'BYOTConnector', + 'FBKDTeacherConnector', 'FBKDStudentConnector' +] -__all__ = ['ConvModuleConncetor', 'Translator', 'Paraphraser', 'BYOTConnector'] diff --git a/mmrazor/models/architectures/connectors/base_connector.py b/mmrazor/models/architectures/connectors/base_connector.py index 476cd63ea..629af1940 100644 --- a/mmrazor/models/architectures/connectors/base_connector.py +++ b/mmrazor/models/architectures/connectors/base_connector.py @@ -1,6 +1,6 @@ # Copyright (c) OpenMMLab. All rights reserved. from abc import ABCMeta, abstractmethod -from typing import Dict, Optional +from typing import Dict, Optional, Tuple, Union import torch from mmengine.model import BaseModule @@ -32,7 +32,9 @@ def forward(self, feature: torch.Tensor) -> torch.Tensor: return self.forward_train(feature) @abstractmethod - def forward_train(self, feature) -> torch.Tensor: + def forward_train( + self, feature: torch.Tensor + ) -> Union[Tuple[torch.Tensor, ...], torch.Tensor]: """Abstract train computation. Args: diff --git a/mmrazor/models/architectures/connectors/byot_connector.py b/mmrazor/models/architectures/connectors/byot_connector.py index 657e2d4a7..8e3ca8932 100644 --- a/mmrazor/models/architectures/connectors/byot_connector.py +++ b/mmrazor/models/architectures/connectors/byot_connector.py @@ -67,7 +67,7 @@ def __init__( self.scala = nn.Sequential(*scala) self.fc = nn.Linear(out_channel * expansion, num_classes) - def forward_train(self, feature: torch.Tensor) -> torch.Tensor: + def forward_train(self, feature: torch.Tensor) -> Tuple[torch.Tensor, ...]: """Forward computation. Args: diff --git a/mmrazor/models/architectures/connectors/fbkd_connector.py b/mmrazor/models/architectures/connectors/fbkd_connector.py new file mode 100644 index 000000000..71c1328cd --- /dev/null +++ b/mmrazor/models/architectures/connectors/fbkd_connector.py @@ -0,0 +1,333 @@ +# Copyright (c) OpenMMLab. All rights reserved. +from typing import Dict, Optional, Tuple + +import torch +import torch.nn as nn + +from mmrazor.registry import MODELS +from .base_connector import BaseConnector + + +class NonLocalBlockND(nn.Module): + """Nonlocal block for n-dimension inputs. + + Formulations: + out = w * y + x; + y = softmax(x * θ * φ) * g(x); + x is input feature; + * means dot-product. + + Args: + in_channel (int): The number of input channel. + inter_channel (int, optional): The number of inter channel. + Defaults to None. + dimension (int): Dimension of input feature. Defaults to 2. + use_bn_layer (bool): Whether to use BN layer. Defaults to True. + with_downsample (bool): Whether to downsample. Defaults to True. + downsample_stride (int): Downsample stride. Defaults to 2. + """ + + def __init__(self, + in_channel: int, + inter_channel: Optional[int] = None, + dimension: int = 2, + use_bn_layer: bool = True, + with_downsample: bool = True, + downsample_stride: int = 2) -> None: + """Inits the NonLocalBlockND module.""" + super().__init__() + + assert dimension in [1, 2, 3], \ + f'"dimension" must be 1, 2 or 3, but got {dimension}.' + self.inter_channel = inter_channel + + if self.inter_channel is None: + self.inter_channel = in_channel // 2 + if self.inter_channel == 0: + self.inter_channel = 1 + + if dimension == 3: + conv_nd = nn.Conv3d + max_pool_layer = nn.MaxPool3d( + kernel_size=(1, downsample_stride, downsample_stride)) + bn = nn.BatchNorm3d + elif dimension == 2: + conv_nd = nn.Conv2d + max_pool_layer = nn.MaxPool2d( + kernel_size=(downsample_stride, downsample_stride)) + bn = nn.BatchNorm2d + else: + conv_nd = nn.Conv1d + max_pool_layer = nn.MaxPool1d(kernel_size=(downsample_stride)) + bn = nn.BatchNorm1d + + # Function g() in non-local formulations. + self.func_g = conv_nd( + in_channels=in_channel, + out_channels=self.inter_channel, + kernel_size=1, + stride=1, + padding=0) + + if use_bn_layer: + # Matrix w in non-local formulations. + self.weight_w = nn.Sequential( + conv_nd( + in_channels=self.inter_channel, + out_channels=in_channel, + kernel_size=1, + stride=1, + padding=0), bn(in_channel)) + nn.init.constant_(self.weight_w[1].weight, 0) + nn.init.constant_(self.weight_w[1].bias, 0) + else: + self.weight_w = conv_nd( + in_channels=self.inter_channel, + out_channels=in_channel, + kernel_size=1, + stride=1, + padding=0) + nn.init.constant_(self.weight_w.weight, 0) + nn.init.constant_(self.weight_w.bias, 0) + + # Matrix θ in non-local formulations. + self.theta = conv_nd( + in_channels=in_channel, + out_channels=self.inter_channel, + kernel_size=1, + stride=1, + padding=0) + + # Matrix φ in non-local formulations. + self.phi = conv_nd( + in_channels=in_channel, + out_channels=self.inter_channel, + kernel_size=1, + stride=1, + padding=0) + + if with_downsample: + self.func_g = nn.Sequential(self.func_g, max_pool_layer) + self.phi = nn.Sequential(self.phi, max_pool_layer) + + def forward(self, x: torch.Tensor) -> torch.Tensor: + """Forward function of NonLocalBlockND. + + Args: + x (torch.Tensor): Input feature. + + Returns: + out (torch.Tensor): Non-local relation matrix. + """ + batch_size = x.size(0) + + # Calculate θ and φ in the non-local formulations. + theta_x = self.theta(x).view(batch_size, self.inter_channel, -1) + theta_x = theta_x.permute(0, 2, 1) + phi_x = self.phi(x).view(batch_size, self.inter_channel, -1) + func_f = torch.matmul(theta_x, phi_x) + shape = func_f.size(-1) + f_div_C = func_f / shape + + # Calculate y in the non-local formulations. + g_x = self.func_g(x).view(batch_size, self.inter_channel, -1) + g_x = g_x.permute(0, 2, 1) + nonlocal_y = torch.matmul(f_div_C, g_x) + nonlocal_y = nonlocal_y.permute(0, 2, 1).contiguous() + nonlocal_y = nonlocal_y.view(batch_size, self.inter_channel, + *x.size()[2:]) + + # Calculate out in the non-local formulations. + W_mul_y = self.weight_w(nonlocal_y) + out = W_mul_y + x + + return out + + +@MODELS.register_module() +class FBKDStudentConnector(BaseConnector): + """Improve Object Detection with Feature-based Knowledge Distillation: + Towards Accurate and Efficient Detectors, ICLR2021. + https://openreview.net/pdf?id=uKhGRvM8QNH. + + Student connector of FBKD. + + Args: + in_channel (int): Number of input channels. + inter_channel (int, optional): Number of inter channels. + with_downsample (bool): Whether to downsample. + Defaults to True. + downsample_stride (int): Downsample stride. Defaults to 2. + spatial_T (float): Temperature used in spatial-wise pooling. + Defaults to 0.5. + channel_T (float): Temperature used in channel-wise pooling. + Defaults to 0.5. + init_cfg (dict, optional): The config to control the initialization. + """ + + def __init__(self, + in_channel: int, + inter_channel: int = None, + with_downsample: bool = True, + downsample_stride: int = 2, + spatial_T: float = 0.5, + channel_T: float = 0.5, + init_cfg: Optional[Dict] = None) -> None: + """Inits the FBKDStuConnector.""" + super().__init__(init_cfg) + self.channel_wise_adaptation = nn.Linear(in_channel, in_channel) + + self.spatial_wise_adaptation = nn.Conv2d( + 1, 1, kernel_size=3, stride=1, padding=1) + + self.adaptation_layers = nn.Conv2d( + in_channel, in_channel, kernel_size=1, stride=1, padding=0) + + self.student_non_local = NonLocalBlockND( + in_channel=in_channel, + inter_channel=inter_channel, + with_downsample=with_downsample, + downsample_stride=downsample_stride) + + self.non_local_adaptation = nn.Conv2d( + in_channel, in_channel, kernel_size=1, stride=1, padding=0) + + self.in_channel = in_channel + self.spatial_T = spatial_T + self.channel_T = channel_T + + def forward_train(self, x: torch.Tensor) -> Tuple[torch.Tensor, ...]: + """Frorward function for training. + + Args: + x (torch.Tensor): Input student features. + + Returns: + s_spatial_mask (torch.Tensor): Student spatial-wise mask. + s_channel_mask (torch.Tensor): Student channel-wise mask. + s_adapt_feat (torch.Tensor): Adaptative student feature. + s_channel_pool_adapt (torch.Tensor): Student feature which through + channel-wise pooling and adaptation_layers. + s_spatial_pool_adapt (torch.Tensor): Student feature which through + spatial-wise pooling and adaptation_layers. + s_adapt_relation (torch.Tensor): Adaptative student relations. + """ + # Calculate spatial-wise mask. + s_spatial_mask = torch.mean(torch.abs(x), [1], keepdim=True) + size = s_spatial_mask.size() + s_spatial_mask = s_spatial_mask.view(x.size(0), -1) + + # Soften or sharpen the spatial-wise mask by temperature. + s_spatial_mask = torch.softmax( + s_spatial_mask / self.spatial_T, dim=1) * size[-1] * size[-2] + s_spatial_mask = s_spatial_mask.view(size) + + # Calculate channel-wise mask. + s_channel_mask = torch.mean(torch.abs(x), [2, 3], keepdim=True) + channel_mask_size = s_channel_mask.size() + s_channel_mask = s_channel_mask.view(x.size(0), -1) + + # Soften or sharpen the channel-wise mask by temperature. + s_channel_mask = torch.softmax( + s_channel_mask / self.channel_T, dim=1) * self.in_channel + s_channel_mask = s_channel_mask.view(channel_mask_size) + + # Adaptative and pool student feature through channel-wise. + s_adapt_feat = self.adaptation_layers(x) + s_channel_pool_adapt = self.channel_wise_adaptation( + torch.mean(x, [2, 3])) + + # Adaptative and pool student feature through spatial-wise. + s_spatial_pool = torch.mean(x, [1]).view( + x.size(0), 1, x.size(2), x.size(3)) + s_spatial_pool_adapt = self.spatial_wise_adaptation(s_spatial_pool) + + # Calculate non_local_adaptation. + s_relation = self.student_non_local(x) + s_adapt_relation = self.non_local_adaptation(s_relation) + + return (s_spatial_mask, s_channel_mask, s_channel_pool_adapt, + s_spatial_pool_adapt, s_adapt_relation, s_adapt_feat) + + +@MODELS.register_module() +class FBKDTeacherConnector(BaseConnector): + """Improve Object Detection with Feature-based Knowledge Distillation: + Towards Accurate and Efficient Detectors, ICLR2021. + https://openreview.net/pdf?id=uKhGRvM8QNH. + + Teacher connector of FBKD. + + Args: + in_channel (int): Number of input channels. + inter_channel (int): Number of inter channels. + with_downsample (bool, optional): Whether to downsample. + Defaults to True. + downsample_stride (int): Downsample stride. Defaults to 2. + spatial_T (float): Temperature used in spatial-wise pooling. + Defaults to 0.5. + channel_T (float): Temperature used in channel-wise pooling. + Defaults to 0.5. + init_cfg (dict, optional): The config to control the initialization. + """ + + def __init__(self, + in_channel, + inter_channel=None, + with_downsample=True, + downsample_stride=2, + spatial_T: float = 0.5, + channel_T: float = 0.5, + init_cfg: Optional[Dict] = None) -> None: + super().__init__(init_cfg) + self.teacher_non_local = NonLocalBlockND( + in_channel=in_channel, + inter_channel=inter_channel, + with_downsample=with_downsample, + downsample_stride=downsample_stride) + + self.in_channel = in_channel + self.spatial_T = spatial_T + self.channel_T = channel_T + + def forward_train(self, x: torch.Tensor) -> Tuple[torch.Tensor, ...]: + """Frorward function for training. + + Args: + x (torch.Tensor): Input teacher features. + + Returns: + t_spatial_mask (torch.Tensor): Teacher spatial-wise mask. + t_channel_mask (torch.Tensor): Teacher channel-wise mask. + t_spatial_pool (torch.Tensor): Teacher features which through + spatial-wise pooling. + t_relation (torch.Tensor): Teacher relation matrix. + """ + # Calculate spatial-wise mask. + t_spatial_mask = torch.mean(torch.abs(x), [1], keepdim=True) + size = t_spatial_mask.size() + t_spatial_mask = t_spatial_mask.view(x.size(0), -1) + + # Soften or sharpen the spatial-wise mask by temperature. + t_spatial_mask = torch.softmax( + t_spatial_mask / self.spatial_T, dim=1) * size[-1] * size[-2] + t_spatial_mask = t_spatial_mask.view(size) + + # Calculate channel-wise mask. + t_channel_mask = torch.mean(torch.abs(x), [2, 3], keepdim=True) + channel_mask_size = t_channel_mask.size() + t_channel_mask = t_channel_mask.view(x.size(0), -1) + + # Soften or sharpen the channel-wise mask by temperature. + t_channel_mask = torch.softmax( + t_channel_mask / self.channel_T, dim=1) * self.in_channel + t_channel_mask = t_channel_mask.view(channel_mask_size) + + # Adaptative and pool student feature through spatial-wise. + t_spatial_pool = torch.mean(x, [1]).view( + x.size(0), 1, x.size(2), x.size(3)) + + # Calculate non_local relation. + t_relation = self.teacher_non_local(x) + + return (t_spatial_mask, t_channel_mask, t_spatial_pool, t_relation, x) diff --git a/mmrazor/models/losses/__init__.py b/mmrazor/models/losses/__init__.py index d815e8ebf..4ce948ae9 100644 --- a/mmrazor/models/losses/__init__.py +++ b/mmrazor/models/losses/__init__.py @@ -5,6 +5,7 @@ from .dafl_loss import ActivationLoss, InformationEntropyLoss, OnehotLikeLoss from .decoupled_kd import DKDLoss from .factor_transfer_loss import FTLoss +from .fbkd_loss import FBKDLoss from .kd_soft_ce_loss import KDSoftCELoss from .kl_divergence import KLDivergence from .l1_loss import L1Loss @@ -15,5 +16,6 @@ __all__ = [ 'ChannelWiseDivergence', 'KLDivergence', 'AngleWiseRKD', 'DistanceWiseRKD', 'WSLD', 'L2Loss', 'ABLoss', 'DKDLoss', 'KDSoftCELoss', 'ActivationLoss', - 'OnehotLikeLoss', 'InformationEntropyLoss', 'FTLoss', 'ATLoss', 'L1Loss' + 'OnehotLikeLoss', 'InformationEntropyLoss', 'FTLoss', 'ATLoss', 'L1Loss', + 'FBKDLoss' ] diff --git a/mmrazor/models/losses/fbkd_loss.py b/mmrazor/models/losses/fbkd_loss.py new file mode 100644 index 000000000..66115c093 --- /dev/null +++ b/mmrazor/models/losses/fbkd_loss.py @@ -0,0 +1,120 @@ +# Copyright (c) OpenMMLab. All rights reserved. +from typing import Optional, Tuple + +import torch +import torch.nn as nn + +from mmrazor.registry import MODELS + + +def mask_l2_loss( + tensor_a: torch.Tensor, + tensor_b: torch.Tensor, + saptial_attention_mask: Optional[torch.Tensor] = None, + channel_attention_mask: Optional[torch.Tensor] = None) -> torch.Tensor: + """L2 loss with two attention mask, which used to weight the feature + distillation loss in FBKD. + + Args: + tensor_a (torch.Tensor): Student featuremap. + tensor_b (torch.Tensor): Teacher featuremap. + saptial_attention_mask (torch.Tensor, optional): Mask of spatial-wise + attention. Defaults to None. + channel_attention_mask (torch.Tensor, optional): Mask of channel-wise + attention. Defaults to None. + + Returns: + diff (torch.Tensor): l2 loss with two attention mask. + """ + diff = (tensor_a - tensor_b)**2 + if saptial_attention_mask is not None: + diff = diff * saptial_attention_mask + if channel_attention_mask is not None: + diff = diff * channel_attention_mask + diff = torch.sum(diff)**0.5 + return diff + + +@MODELS.register_module() +class FBKDLoss(nn.Module): + """Loss For FBKD, which includs feat_loss, channel_loss, spatial_loss and + nonlocal_loss. + + Source code: + https://github.com/ArchipLab-LinfengZhang/Object-Detection-Knowledge- + Distillation-ICLR2021 + + Args: + mask_l2_weight (float): The weight of the mask l2 loss. + Defaults to 7e-5, which is the default value in source code. + channel_weight (float): The weight of the channel loss. + Defaults to 4e-3, which is the default value in source code. + spatial_weight (float): The weight of the spatial loss. + Defaults to 4e-3, which is the default value in source code. + nonloacl_weight (float): The weight of the nonlocal loss. + Defaults to 7e-5, which is the default value in source code. + loss_weight (float): Weight of loss. Defaults to 1.0. + """ + + def __init__(self, + mask_l2_weight: float = 7e-5, + channel_weight: float = 4e-3, + spatial_weight: float = 4e-3, + nonloacl_weight: float = 7e-5, + loss_weight: float = 1.0) -> None: + """Inits FBKDLoss.""" + super().__init__() + + self.mask_l2_weight = mask_l2_weight + self.channel_weight = channel_weight + self.spatial_weight = spatial_weight + self.nonloacl_weight = nonloacl_weight + self.loss_weight = loss_weight + + def forward(self, s_input: Tuple[torch.Tensor, ...], + t_input: Tuple[torch.Tensor, ...]) -> torch.Tensor: + """Forward function of FBKDLoss, including feat_loss, channel_loss, + spatial_loss and nonlocal_loss. + + Args: + s_input (Tuple[torch.Tensor, ...]): Student input which is the + output of ``'FBKDStudentConnector'``. + t_input (Tuple[torch.Tensor, ...]): Teacher input which is the + output of ``'FBKDTeacherConnector'``. + """ + losses = 0.0 + + (s_spatial_mask, s_channel_mask, s_channel_pool_adapt, + s_spatial_pool_adapt, s_relation_adapt, s_feat_adapt) = s_input + + (t_spatial_mask, t_channel_mask, t_spatial_pool, t_relation, + t_feat) = t_input + + # Spatial-wise mask. + spatial_sum_mask = (t_spatial_mask + s_spatial_mask) / 2 + spatial_sum_mask = spatial_sum_mask.detach() + + # Channel-wise mask, but not used in the FBKD source code. + channel_sum_mask = (t_channel_mask + s_channel_mask) / 2 + channel_sum_mask = channel_sum_mask.detach() + + # feat_loss with mask + losses += mask_l2_loss( + t_feat, + s_feat_adapt, + saptial_attention_mask=spatial_sum_mask, + channel_attention_mask=None) * self.mask_l2_weight + + # channel_loss + losses += torch.dist(torch.mean(t_feat, [2, 3]), + s_channel_pool_adapt) * self.channel_weight + + # spatial_loss + losses += torch.dist(t_spatial_pool, + s_spatial_pool_adapt) * self.spatial_weight + + # nonlocal_loss + losses += torch.dist( + t_relation, s_relation_adapt, p=2) * self.nonloacl_weight + + return self.loss_weight * losses 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 312a47727..0b0a875f7 100644 --- a/tests/test_models/test_architectures/test_connectors/test_connectors.py +++ b/tests/test_models/test_architectures/test_connectors/test_connectors.py @@ -3,8 +3,9 @@ import torch -from mmrazor.models import (BYOTConnector, ConvModuleConncetor, Paraphraser, - Translator) +from mmrazor.models import (BYOTConnector, ConvModuleConncetor, + FBKDStudentConnector, FBKDTeacherConnector, + Paraphraser, Translator) class TestConnector(TestCase): @@ -68,3 +69,22 @@ def test_byot_connector(self): output, logits = byot_connector.forward_train(s_feat) assert output.size() == t_feat.size() assert logits.size() == labels.size() + + def test_fbkd_connector(self): + fbkd_stuconnector_cfg = dict( + in_channel=16, inter_channel=8, downsample_stride=2) + fbkd_stuconnector = FBKDStudentConnector(**fbkd_stuconnector_cfg) + + fbkd_teaconnector_cfg = dict( + in_channel=16, inter_channel=8, downsample_stride=2) + fbkd_teaconnector = FBKDTeacherConnector(**fbkd_teaconnector_cfg) + + s_feat = torch.randn(1, 16, 8, 8) + t_feat = torch.randn(1, 16, 8, 8) + + s_output = fbkd_stuconnector(s_feat) + t_output = fbkd_teaconnector(t_feat) + + assert len(s_output) == 6 + assert len(t_output) == 5 + assert torch.equal(t_output[-1], t_feat) diff --git a/tests/test_models/test_losses/test_distillation_losses.py b/tests/test_models/test_losses/test_distillation_losses.py index 5cd24d6cf..1a9a9becc 100644 --- a/tests/test_models/test_losses/test_distillation_losses.py +++ b/tests/test_models/test_losses/test_distillation_losses.py @@ -4,8 +4,8 @@ import torch from mmrazor import digit_version -from mmrazor.models import (ABLoss, ActivationLoss, ATLoss, DKDLoss, FTLoss, - InformationEntropyLoss, KDSoftCELoss, +from mmrazor.models import (ABLoss, ActivationLoss, ATLoss, DKDLoss, FBKDLoss, + FTLoss, InformationEntropyLoss, KDSoftCELoss, OnehotLikeLoss) @@ -113,3 +113,20 @@ def test_at_loss(self): self.normal_test_1d(at_loss) self.normal_test_2d(at_loss) self.normal_test_3d(at_loss) + + def test_fbkdloss(self): + fbkdloss_cfg = dict(loss_weight=1.0) + fbkdloss = FBKDLoss(**fbkdloss_cfg) + + spatial_mask = torch.randn(1, 1, 3, 3) + channel_mask = torch.randn(1, 4, 1, 1) + channel_pool_adapt = torch.randn(1, 4) + relation_adpt = torch.randn(1, 4, 3, 3) + + s_input = (spatial_mask, channel_mask, channel_pool_adapt, + spatial_mask, channel_mask, relation_adpt) + t_input = (spatial_mask, channel_mask, spatial_mask, channel_mask, + relation_adpt) + + fbkd_loss = fbkdloss(s_input, t_input) + self.assertTrue(fbkd_loss.numel() == 1) From 3c07d8bcf6f670bd3f94fd691aa02dea40e233b2 Mon Sep 17 00:00:00 2001 From: wilxy <314647732@qq.com> Date: Thu, 25 Aug 2022 19:41:25 +0800 Subject: [PATCH 2/4] 1.Add torch_connector and its ut. 2.Revise readme and fbkd config. --- configs/distill/mmcls/dfad/README.md | 6 +- configs/distill/mmcls/zskt/README.md | 6 +- configs/distill/mmdet/fbkd/README.md | 4 +- .../fbkd_fpn_frcnn_r101_frcnn_r50_1x_coco.py | 73 ++-------- docs/en/imgs/model_zoo/fbkd/pipeline.png | Bin 0 -> 574366 bytes .../architectures/connectors/__init__.py | 5 +- .../connectors/torch_connector.py | 136 ++++++++++++++++++ .../test_connectors/test_connectors.py | 20 ++- 8 files changed, 174 insertions(+), 76 deletions(-) create mode 100644 docs/en/imgs/model_zoo/fbkd/pipeline.png create mode 100644 mmrazor/models/architectures/connectors/torch_connector.py diff --git a/configs/distill/mmcls/dfad/README.md b/configs/distill/mmcls/dfad/README.md index 67cfbe9cf..74a65925d 100644 --- a/configs/distill/mmcls/dfad/README.md +++ b/configs/distill/mmcls/dfad/README.md @@ -14,9 +14,9 @@ Knowledge Distillation (KD) has made remarkable progress in the last few years a ### Classification -| Location | Dataset | Teacher | Student | Acc | Acc(T) | Acc(S) | Config | Download | -| :------: | :-----: | :-------------------------------------------------------------------------------------------------------------: | :-------------------------------------------------------------------------------------------------------------: | :---: | :----: | :----: | :-----------------------------------------------: | :------------------------------------------------------------------------------------------------------------------------------------------- | -| logits | Cifar10 | [resnet34](https://github.com/open-mmlab/mmclassification/blob/master/configs/resnet/resnet34_8xb16_cifar10.py) | [resnet18](https://github.com/open-mmlab/mmclassification/blob/master/configs/resnet/resnet18_8xb16_cifar10.py) | 93.26 | 95.34 | 94.82 | [config](./dafl_logits_r34_r18_8xb256_cifar10.py) | [teacher](https://download.openmmlab.com/mmclassification/v0/resnet/resnet34_b16x8_cifar10_20210528-a8aa36a6.pth) \|[model](<>) \| [log](<>) | +| Location | Dataset | Teacher | Student | Acc | Acc(T) | Acc(S) | Config | Download | +| :------: | :-----: | :-------------------------------------------------------------------------------------------------------------: | :-------------------------------------------------------------------------------------------------------------: | :---: | :----: | :----: | :----------------------------------------------: | :------------------------------------------------------------------------------------------------------------------------------------------- | +| logits | Cifar10 | [resnet34](https://github.com/open-mmlab/mmclassification/blob/master/configs/resnet/resnet34_8xb16_cifar10.py) | [resnet18](https://github.com/open-mmlab/mmclassification/blob/master/configs/resnet/resnet18_8xb16_cifar10.py) | 93.26 | 95.34 | 94.82 | [config](./dfad_logits_r34_r18_8xb32_cifar10.py) | [teacher](https://download.openmmlab.com/mmclassification/v0/resnet/resnet34_b16x8_cifar10_20210528-a8aa36a6.pth) \|[model](<>) \| [log](<>) | ## Citation diff --git a/configs/distill/mmcls/zskt/README.md b/configs/distill/mmcls/zskt/README.md index 658eea880..02f09e194 100644 --- a/configs/distill/mmcls/zskt/README.md +++ b/configs/distill/mmcls/zskt/README.md @@ -20,9 +20,9 @@ Performing knowledge transfer from a large teacher network to a smaller student ### Classification -| Location | Dataset | Teacher | Student | Acc | Acc(T) | Acc(S) | Config | Download | -| :---------------: | :-----: | :-------------------------------------------------------------------------------------------------------------: | :-------------------------------------------------------------------------------------------------------------: | :---: | :----: | :----: | :-----------------------------------------------: | :------------------------------------------------------------------------------------------------------------------------------------------- | -| backbone & logits | Cifar10 | [resnet34](https://github.com/open-mmlab/mmclassification/blob/master/configs/resnet/resnet34_8xb16_cifar10.py) | [resnet18](https://github.com/open-mmlab/mmclassification/blob/master/configs/resnet/resnet18_8xb16_cifar10.py) | 93.50 | 95.34 | 94.82 | [config](./dafl_logits_r34_r18_8xb256_cifar10.py) | [teacher](https://download.openmmlab.com/mmclassification/v0/resnet/resnet34_b16x8_cifar10_20210528-a8aa36a6.pth) \|[model](<>) \| [log](<>) | +| Location | Dataset | Teacher | Student | Acc | Acc(T) | Acc(S) | Config | Download | +| :---------------: | :-----: | :-------------------------------------------------------------------------------------------------------------: | :-------------------------------------------------------------------------------------------------------------: | :---: | :----: | :----: | :-------------------------------------------------------: | :------------------------------------------------------------------------------------------------------------------------------------------- | +| backbone & logits | Cifar10 | [resnet34](https://github.com/open-mmlab/mmclassification/blob/master/configs/resnet/resnet34_8xb16_cifar10.py) | [resnet18](https://github.com/open-mmlab/mmclassification/blob/master/configs/resnet/resnet18_8xb16_cifar10.py) | 93.50 | 95.34 | 94.82 | [config](./zskt_backbone_logits_r34_r18_8xb16_cifar10.py) | [teacher](https://download.openmmlab.com/mmclassification/v0/resnet/resnet34_b16x8_cifar10_20210528-a8aa36a6.pth) \|[model](<>) \| [log](<>) | ## Citation diff --git a/configs/distill/mmdet/fbkd/README.md b/configs/distill/mmdet/fbkd/README.md index dcddd9e58..405a4f364 100644 --- a/configs/distill/mmdet/fbkd/README.md +++ b/configs/distill/mmdet/fbkd/README.md @@ -8,7 +8,7 @@ Knowledge distillation, in which a student model is trained to mimic a teacher model, has been proved as an effective technique for model compression and model accuracy boosting. However, most knowledge distillation methods, designed for image classification, have failed on more challenging tasks, such as object detection. In this paper, we suggest that the failure of knowledge distillation on object detection is mainly caused by two reasons: (1) the imbalance between pixels of foreground and background and (2) lack of distillation on the relation between different pixels. Observing the above reasons, we propose attention-guided distillation and non-local distillation to address the two problems, respectively. Attention-guided distillation is proposed to find the crucial pixels of foreground objects with attention mechanism and then make the students take more effort to learn their features. Non-local distillation is proposed to enable students to learn not only the feature of an individual pixel but also the relation between different pixels captured by non-local modules. Experiments show that our methods achieve excellent AP improvements on both one-stage and two-stage, both anchor-based and anchor-free detectors. For example, Faster RCNN (ResNet101 backbone) with our distillation achieves 43.9 AP on COCO2017, which is 4.1 higher than the baseline. -![pipeline](/docs/en/imgs/model_zoo/fitnet/pipeline.png) +![pipeline](/docs/en/imgs/model_zoo/fbkd/pipeline.png) ## Results and models @@ -16,7 +16,7 @@ Knowledge distillation, in which a student model is trained to mimic a teacher m | Location | Dataset | Teacher | Student | box AP | box AP(T) | box AP(S) | Config | Download | | :------: | :-----: | :-------------------------------------------------------------------------------------------------------------------------------: | :-----------------------------------------------------------------------------------------------------------------------------: | :----: | :-------: | :-------: | :--------------------------------------------------: | :-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | -| neck | COCO | [fasterrcnn_resnet101](https://github.com/open-mmlab/mmdetection/blob/master/configs/faster_rcnn/faster_rcnn_r101_fpn_1x_coco.py) | [fasterrcnn_resnet50](https://github.com/open-mmlab/mmdetection/blob/master/configs/faster_rcnn/faster_rcnn_r50_fpn_1x_coco.py) | 70.85 | 39.4 | 37.8 | [config](./fbkd_fpn_frcnn_r101_frcnn_r50_1x_coco.py) | [teacher](https://download.openmmlab.com/mmdetection/v2.0/faster_rcnn/faster_rcnn_r101_fpn_1x_coco/faster_rcnn_r101_fpn_1x_coco_20200130-f513f705.pth) \|[model](<>) \| [log](<>) | +| neck | COCO | [fasterrcnn_resnet101](https://github.com/open-mmlab/mmdetection/blob/master/configs/faster_rcnn/faster_rcnn_r101_fpn_1x_coco.py) | [fasterrcnn_resnet50](https://github.com/open-mmlab/mmdetection/blob/master/configs/faster_rcnn/faster_rcnn_r50_fpn_1x_coco.py) | 39.1 | 39.4 | 37.8 | [config](./fbkd_fpn_frcnn_r101_frcnn_r50_1x_coco.py) | [teacher](https://download.openmmlab.com/mmdetection/v2.0/faster_rcnn/faster_rcnn_r101_fpn_1x_coco/faster_rcnn_r101_fpn_1x_coco_20200130-f513f705.pth) \|[model](<>) \| [log](<>) | ## Citation diff --git a/configs/distill/mmdet/fbkd/fbkd_fpn_frcnn_r101_frcnn_r50_1x_coco.py b/configs/distill/mmdet/fbkd/fbkd_fpn_frcnn_r101_frcnn_r50_1x_coco.py index 0831c4b87..c06131c51 100644 --- a/configs/distill/mmdet/fbkd/fbkd_fpn_frcnn_r101_frcnn_r50_1x_coco.py +++ b/configs/distill/mmdet/fbkd/fbkd_fpn_frcnn_r101_frcnn_r50_1x_coco.py @@ -59,99 +59,42 @@ loss_s3_tfeat=dict(type='FBKDTeacherConnector', in_channel=256)), loss_forward_mappings=dict( loss_s0=dict( - s_feature=dict( + s_input=dict( from_student=True, recorder='neck_s0', connector='loss_s0_sfeat'), - t_feature=dict( + t_input=dict( from_student=False, recorder='neck_s0', connector='loss_s0_tfeat')), loss_s1=dict( - s_feature=dict( + s_input=dict( from_student=True, recorder='neck_s1', connector='loss_s1_sfeat'), - t_feature=dict( + t_input=dict( from_student=False, recorder='neck_s1', connector='loss_s1_tfeat')), loss_s2=dict( - s_feature=dict( + s_input=dict( from_student=True, recorder='neck_s2', connector='loss_s2_sfeat'), - t_feature=dict( + t_input=dict( from_student=False, recorder='neck_s2', connector='loss_s2_tfeat')), loss_s3=dict( - s_feature=dict( + s_input=dict( from_student=True, recorder='neck_s3', connector='loss_s3_sfeat'), - t_feature=dict( + t_input=dict( from_student=False, recorder='neck_s3', connector='loss_s3_tfeat'))))) find_unused_parameters = True -# dataset settings -dataset_type = 'CocoDataset' -data_root = 'data/coco/' -file_client_args = dict( - backend='petrel', - path_mapping=dict({ - './data/': 's3://openmmlab/datasets/detection/', - 'data/': 's3://openmmlab/datasets/detection/' - })) - -train_pipeline = [ - dict(type='LoadImageFromFile', file_client_args=file_client_args), - dict(type='LoadAnnotations', with_bbox=True), - dict(type='Resize', scale=(1333, 800), keep_ratio=True), - dict(type='RandomFlip', prob=0.5), - dict(type='PackDetInputs') -] -test_pipeline = [ - dict(type='LoadImageFromFile', file_client_args=file_client_args), - dict(type='Resize', scale=(1333, 800), keep_ratio=True), - dict( - type='PackDetInputs', - meta_keys=('img_id', 'img_path', 'ori_shape', 'img_shape', - 'scale_factor')) -] - -train_dataloader = dict( - batch_size=2, - num_workers=2, - persistent_workers=True, - sampler=dict(type='DefaultSampler', shuffle=True), - batch_sampler=dict(type='AspectRatioBatchSampler'), - dataset=dict( - type=dataset_type, - data_root=data_root, - ann_file='annotations/instances_train2017.json', - data_prefix=dict(img='train2017/'), - filter_cfg=dict(filter_empty_gt=True, min_size=32), - pipeline=train_pipeline)) -val_dataloader = dict( - batch_size=1, - num_workers=2, - persistent_workers=True, - drop_last=False, - sampler=dict(type='DefaultSampler', shuffle=False), - dataset=dict( - type=dataset_type, - data_root=data_root, - ann_file='annotations/instances_val2017.json', - data_prefix=dict(img='val2017/'), - test_mode=True, - pipeline=test_pipeline)) -test_dataloader = val_dataloader - val_cfg = dict(_delete_=True, type='mmrazor.SingleTeacherDistillValLoop') - -default_hooks = dict( - checkpoint=dict(type='CheckpointHook', interval=1, max_keep_ckpts=2)) diff --git a/docs/en/imgs/model_zoo/fbkd/pipeline.png b/docs/en/imgs/model_zoo/fbkd/pipeline.png new file mode 100644 index 0000000000000000000000000000000000000000..027b1284b25e917197b25961645828d498ea6f37 GIT binary patch literal 574366 zcmeEubChMxl5erg_9@%8ZQDkdU0tr~>avY4+qP}nMwe~&tN!jcbMKoq^Va?U%{gnY zojWsr8L5aJ85!qaI`bCur>t(k_b&yhfq--0c2{&#l%d5AjKeiponYw2(0^Ce>YckpH<9RJ(Bm-EW zE}A;lBu@)yKjb#Q#!zrPbc9l7R{1*!&NMKbhP^uz6g3$cvH;e}Z@NocAdwk;7nS9g z!zW)f+)jZ(P@tc%4gmeZF~4RgATJnsq6yIN#oM%I`;w?`!2PXCm<0W&XdJ?!)My;C zq0#Us{X?~cwx9x$qX$yVK-0|-?q+=SpsO=aU^R6q^vIyuoX|$TnK5I*8c46j>FLMN 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TorchNNConnector __all__ = [ 'ConvModuleConncetor', 'Translator', 'Paraphraser', 'BYOTConnector', - 'FBKDTeacherConnector', 'FBKDStudentConnector' + 'FBKDTeacherConnector', 'FBKDStudentConnector', 'TorchFunctionalConnector', + 'TorchNNConnector' ] - diff --git a/mmrazor/models/architectures/connectors/torch_connector.py b/mmrazor/models/architectures/connectors/torch_connector.py new file mode 100644 index 000000000..bc42feeb9 --- /dev/null +++ b/mmrazor/models/architectures/connectors/torch_connector.py @@ -0,0 +1,136 @@ +# Copyright (c) OpenMMLab. All rights reserved. +from typing import Dict, Optional + +import torch +import torch.nn as nn +import torch.nn.functional as F + +from mmrazor.registry import MODELS +from .base_connector import BaseConnector + +FUNCTION_LIST = [ + 'adaptive_avg_pool2d', + 'adaptive_max_pool2d', + 'avg_pool2d', + 'dropout', + 'dropout2d', + 'max_pool2d', + 'normalize', + 'relu', + 'softmax', + 'interpolate', +] + + +@MODELS.register_module() +class TorchFunctionalConnector(BaseConnector): + """TorchFunctionalConnector: Call function in torch.nn.functional + to process input data + + usage: + tensor1 = torch.rand(3,3,16,16) + pool_connector = TorchFunctionalConnector( + function_name='avg_pool2d', + func_args=dict(kernel_size=4), + ) + tensor2 = pool_connector.forward_train(tensor1) + tensor2.size() + # torch.Size([3, 3, 4, 4]) + + which is equal to torch.nn.functional.avg_pool2d(kernel_size=4) + Args: + function_name (str, optional): function. Defaults to None. + func_args (dict): args parsed to function. Defaults to {}. + init_cfg (dict, optional): The config to control the initialization. + """ + + def __init__(self, + function_name: Optional[str] = None, + func_args: Dict = {}, + init_cfg: Optional[Dict] = None) -> None: + super().__init__(init_cfg) + assert function_name is not None, 'Arg `function_name` cannot be None' + + if function_name not in FUNCTION_LIST: + raise ValueError( + ' Arg `function_name` are not available, See this list', + FUNCTION_LIST) + self.func = getattr(F, function_name) + self.func_args = func_args + + def forward_train(self, x: torch.Tensor) -> torch.Tensor: + """Frorward function for training. + + Args: + x (torch.Tensor): Input features. + """ + x = self.func(x, **self.func_args) + return x + + +MODULE_LIST = [ + 'AdaptiveAvgPool2d', + 'AdaptiveMaxPool2d', + 'AvgPool2d', + 'BatchNorm2d', + 'Conv2d', + 'Dropout', + 'Dropout2d', + 'Linear', + 'MaxPool2d', + 'ReLU', + 'Softmax', +] + + +@MODELS.register_module() +class TorchNNConnector(BaseConnector): + """TorchNNConnector: create nn.module in torch.nn to process input data + + usage: + tensor1 = torch.rand(3,3,16,16) + pool_connector = TorchNNConnector( + module_name='AvgPool2d', + module_args=dict(kernel_size=4), + ) + tensor2 = pool_connector.forward_train(tensor1) + tensor2.size() + # torch.Size([3, 3, 4, 4]) + + which is equal to torch.nn.AvgPool2d(kernel_size=4) + Args: + module_name (str, optional): + module name. Defaults to None. + possible_values:['AvgPool2d', + 'Dropout2d', + 'AdaptiveAvgPool2d', + 'AdaptiveMaxPool2d', + 'ReLU', + 'Softmax', + 'BatchNorm2d', + 'Linear',] + module_args (dict): + args parsed to nn.Module().__init__(). Defaults to {}. + init_cfg (dict, optional): The config to control the initialization. + """ + + def __init__(self, + module_name: Optional[str] = None, + module_args: Dict = {}, + init_cfg: Optional[Dict] = None) -> None: + super().__init__(init_cfg) + assert module_name is not None, 'Arg `module_name` cannot be None' + if module_name not in MODULE_LIST: + raise ValueError( + ' Arg `module_name` are not available, See this list', + MODULE_LIST) + self.func = getattr(nn, module_name)(**module_args) + + def forward_train(self, x: torch.Tensor) -> torch.Tensor: + """Frorward function for training. + + Args: + x (torch.Tensor): Input features. + """ + x = self.func(x) + return x 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 0b0a875f7..b99f30dc7 100644 --- a/tests/test_models/test_architectures/test_connectors/test_connectors.py +++ b/tests/test_models/test_architectures/test_connectors/test_connectors.py @@ -5,7 +5,8 @@ from mmrazor.models import (BYOTConnector, ConvModuleConncetor, FBKDStudentConnector, FBKDTeacherConnector, - Paraphraser, Translator) + Paraphraser, TorchFunctionalConnector, + TorchNNConnector, Translator) class TestConnector(TestCase): @@ -88,3 +89,20 @@ def test_fbkd_connector(self): assert len(s_output) == 6 assert len(t_output) == 5 assert torch.equal(t_output[-1], t_feat) + + def test_torch_connector(self): + tensor1 = torch.rand(3, 3, 16, 16) + functional_pool_connector = TorchFunctionalConnector( + function_name='avg_pool2d', + func_args=dict(kernel_size=4), + ) + tensor2 = functional_pool_connector.forward_train(tensor1) + assert tensor2.shape == torch.Size([3, 3, 4, 4]) + + nn_pool_connector = TorchNNConnector( + module_name='AvgPool2d', + module_args=dict(kernel_size=4), + ) + tensor3 = nn_pool_connector.forward_train(tensor1) + assert tensor3.shape == torch.Size([3, 3, 4, 4]) + assert torch.equal(tensor2, tensor3) From 4f22f28b90ef7522b7b79455f1d7a3bde7341b13 Mon Sep 17 00:00:00 2001 From: wilxy <314647732@qq.com> Date: Thu, 25 Aug 2022 20:00:04 +0800 Subject: [PATCH 3/4] 1.Revise UT for torch_connectors --- .../connectors/fbkd_connector.py | 14 +++++++------- .../connectors/torch_connector.py | 1 - .../test_connectors/test_connectors.py | 19 +++++++++++++------ 3 files changed, 20 insertions(+), 14 deletions(-) diff --git a/mmrazor/models/architectures/connectors/fbkd_connector.py b/mmrazor/models/architectures/connectors/fbkd_connector.py index 71c1328cd..727cfdeb7 100644 --- a/mmrazor/models/architectures/connectors/fbkd_connector.py +++ b/mmrazor/models/architectures/connectors/fbkd_connector.py @@ -150,7 +150,7 @@ class FBKDStudentConnector(BaseConnector): Towards Accurate and Efficient Detectors, ICLR2021. https://openreview.net/pdf?id=uKhGRvM8QNH. - Student connector of FBKD. + Student connector for FBKD. Args: in_channel (int): Number of input channels. @@ -205,12 +205,12 @@ def forward_train(self, x: torch.Tensor) -> Tuple[torch.Tensor, ...]: Returns: s_spatial_mask (torch.Tensor): Student spatial-wise mask. s_channel_mask (torch.Tensor): Student channel-wise mask. - s_adapt_feat (torch.Tensor): Adaptative student feature. + s_feat_adapt (torch.Tensor): Adaptative student feature. s_channel_pool_adapt (torch.Tensor): Student feature which through channel-wise pooling and adaptation_layers. s_spatial_pool_adapt (torch.Tensor): Student feature which through spatial-wise pooling and adaptation_layers. - s_adapt_relation (torch.Tensor): Adaptative student relations. + s_relation_adapt (torch.Tensor): Adaptative student relations. """ # Calculate spatial-wise mask. s_spatial_mask = torch.mean(torch.abs(x), [1], keepdim=True) @@ -233,7 +233,7 @@ def forward_train(self, x: torch.Tensor) -> Tuple[torch.Tensor, ...]: s_channel_mask = s_channel_mask.view(channel_mask_size) # Adaptative and pool student feature through channel-wise. - s_adapt_feat = self.adaptation_layers(x) + s_feat_adapt = self.adaptation_layers(x) s_channel_pool_adapt = self.channel_wise_adaptation( torch.mean(x, [2, 3])) @@ -244,10 +244,10 @@ def forward_train(self, x: torch.Tensor) -> Tuple[torch.Tensor, ...]: # Calculate non_local_adaptation. s_relation = self.student_non_local(x) - s_adapt_relation = self.non_local_adaptation(s_relation) + s_relation_adapt = self.non_local_adaptation(s_relation) return (s_spatial_mask, s_channel_mask, s_channel_pool_adapt, - s_spatial_pool_adapt, s_adapt_relation, s_adapt_feat) + s_spatial_pool_adapt, s_relation_adapt, s_feat_adapt) @MODELS.register_module() @@ -256,7 +256,7 @@ class FBKDTeacherConnector(BaseConnector): Towards Accurate and Efficient Detectors, ICLR2021. https://openreview.net/pdf?id=uKhGRvM8QNH. - Teacher connector of FBKD. + Teacher connector for FBKD. Args: in_channel (int): Number of input channels. diff --git a/mmrazor/models/architectures/connectors/torch_connector.py b/mmrazor/models/architectures/connectors/torch_connector.py index bc42feeb9..9b64d33ae 100644 --- a/mmrazor/models/architectures/connectors/torch_connector.py +++ b/mmrazor/models/architectures/connectors/torch_connector.py @@ -50,7 +50,6 @@ def __init__(self, init_cfg: Optional[Dict] = None) -> None: super().__init__(init_cfg) assert function_name is not None, 'Arg `function_name` cannot be None' - if function_name not in FUNCTION_LIST: raise ValueError( ' Arg `function_name` are not available, See this list', 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 b99f30dc7..9169e7d18 100644 --- a/tests/test_models/test_architectures/test_connectors/test_connectors.py +++ b/tests/test_models/test_architectures/test_connectors/test_connectors.py @@ -93,16 +93,23 @@ def test_fbkd_connector(self): def test_torch_connector(self): tensor1 = torch.rand(3, 3, 16, 16) functional_pool_connector = TorchFunctionalConnector( - function_name='avg_pool2d', - func_args=dict(kernel_size=4), - ) + function_name='avg_pool2d', func_args=dict(kernel_size=4)) tensor2 = functional_pool_connector.forward_train(tensor1) assert tensor2.shape == torch.Size([3, 3, 4, 4]) + with self.assertRaises(AssertionError): + functional_pool_connector = TorchFunctionalConnector() + with self.assertRaises(ValueError): + functional_pool_connector = TorchFunctionalConnector( + function_name='fake') + nn_pool_connector = TorchNNConnector( - module_name='AvgPool2d', - module_args=dict(kernel_size=4), - ) + module_name='AvgPool2d', module_args=dict(kernel_size=4)) tensor3 = nn_pool_connector.forward_train(tensor1) assert tensor3.shape == torch.Size([3, 3, 4, 4]) assert torch.equal(tensor2, tensor3) + + with self.assertRaises(AssertionError): + functional_pool_connector = TorchFunctionalConnector() + with self.assertRaises(ValueError): + functional_pool_connector = TorchNNConnector(module_name='fake') From 9b84db7356270248dda7275683d81d1b695fb63e Mon Sep 17 00:00:00 2001 From: wilxy <314647732@qq.com> Date: Fri, 26 Aug 2022 17:04:36 +0800 Subject: [PATCH 4/4] 1.Revise nonlocalblock into a subclass of NonLocal2d in mmcv.cnn --- configs/distill/mmdet/fbkd/README.md | 2 +- .../fbkd_fpn_frcnn_r101_frcnn_r50_1x_coco.py | 55 +++- .../connectors/fbkd_connector.py | 297 ++++++++---------- .../test_connectors/test_connectors.py | 4 +- 4 files changed, 174 insertions(+), 184 deletions(-) diff --git a/configs/distill/mmdet/fbkd/README.md b/configs/distill/mmdet/fbkd/README.md index 405a4f364..b64e460b0 100644 --- a/configs/distill/mmdet/fbkd/README.md +++ b/configs/distill/mmdet/fbkd/README.md @@ -12,7 +12,7 @@ Knowledge distillation, in which a student model is trained to mimic a teacher m ## Results and models -### Classification +### Detection | Location | Dataset | Teacher | Student | box AP | box AP(T) | box AP(S) | Config | Download | | :------: | :-----: | :-------------------------------------------------------------------------------------------------------------------------------: | :-----------------------------------------------------------------------------------------------------------------------------: | :----: | :-------: | :-------: | :--------------------------------------------------: | :-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | diff --git a/configs/distill/mmdet/fbkd/fbkd_fpn_frcnn_r101_frcnn_r50_1x_coco.py b/configs/distill/mmdet/fbkd/fbkd_fpn_frcnn_r101_frcnn_r50_1x_coco.py index c06131c51..ef72b8806 100644 --- a/configs/distill/mmdet/fbkd/fbkd_fpn_frcnn_r101_frcnn_r50_1x_coco.py +++ b/configs/distill/mmdet/fbkd/fbkd_fpn_frcnn_r101_frcnn_r50_1x_coco.py @@ -36,27 +36,52 @@ connectors=dict( loss_s0_sfeat=dict( type='FBKDStudentConnector', - in_channel=256, - inter_channel=64, - downsample_stride=8), + in_channels=256, + reduction=4, + mode='dot_product', + sub_sample=True, + maxpool_stride=8), loss_s0_tfeat=dict( type='FBKDTeacherConnector', - in_channel=256, - inter_channel=64, - downsample_stride=8), + in_channels=256, + reduction=4, + mode='dot_product', + sub_sample=True, + maxpool_stride=8), loss_s1_sfeat=dict( type='FBKDStudentConnector', - in_channel=256, - inter_channel=64, - downsample_stride=4), + in_channels=256, + reduction=4, + mode='dot_product', + sub_sample=True, + maxpool_stride=4), loss_s1_tfeat=dict( type='FBKDTeacherConnector', - in_channel=256, - downsample_stride=4), - loss_s2_sfeat=dict(type='FBKDStudentConnector', in_channel=256), - loss_s2_tfeat=dict(type='FBKDTeacherConnector', in_channel=256), - loss_s3_sfeat=dict(type='FBKDStudentConnector', in_channel=256), - loss_s3_tfeat=dict(type='FBKDTeacherConnector', in_channel=256)), + in_channels=256, + reduction=4, + mode='dot_product', + sub_sample=True, + maxpool_stride=4), + loss_s2_sfeat=dict( + type='FBKDStudentConnector', + in_channels=256, + mode='dot_product', + sub_sample=True), + loss_s2_tfeat=dict( + type='FBKDTeacherConnector', + in_channels=256, + mode='dot_product', + sub_sample=True), + loss_s3_sfeat=dict( + type='FBKDStudentConnector', + in_channels=256, + mode='dot_product', + sub_sample=True), + loss_s3_tfeat=dict( + type='FBKDTeacherConnector', + in_channels=256, + mode='dot_product', + sub_sample=True)), loss_forward_mappings=dict( loss_s0=dict( s_input=dict( diff --git a/mmrazor/models/architectures/connectors/fbkd_connector.py b/mmrazor/models/architectures/connectors/fbkd_connector.py index 727cfdeb7..db9007ee6 100644 --- a/mmrazor/models/architectures/connectors/fbkd_connector.py +++ b/mmrazor/models/architectures/connectors/fbkd_connector.py @@ -3,145 +3,70 @@ import torch import torch.nn as nn +from mmcv.cnn import NonLocal2d from mmrazor.registry import MODELS from .base_connector import BaseConnector -class NonLocalBlockND(nn.Module): - """Nonlocal block for n-dimension inputs. +class NonLocal2dMaxpoolNstride(NonLocal2d): + """Nonlocal block for 2-dimension inputs, with a configurable + maxpool_stride. - Formulations: - out = w * y + x; - y = softmax(x * θ * φ) * g(x); - x is input feature; - * means dot-product. + This module is proposed in + "Non-local Neural Networks" + Paper reference: https://arxiv.org/abs/1711.07971 + Code reference: https://github.com/AlexHex7/Non-local_pytorch Args: - in_channel (int): The number of input channel. - inter_channel (int, optional): The number of inter channel. - Defaults to None. - dimension (int): Dimension of input feature. Defaults to 2. - use_bn_layer (bool): Whether to use BN layer. Defaults to True. - with_downsample (bool): Whether to downsample. Defaults to True. - downsample_stride (int): Downsample stride. Defaults to 2. + in_channels (int): Channels of the input feature map. + reduction (int): Channel reduction ratio. Defaults to 2. + conv_cfg (dict): The config dict for convolution layers. + Defaults to `nn.Conv2d`. + norm_cfg (dict): The config dict for normalization layers. + Defaults to `BN`. (This parameter is only applicable to conv_out.) + mode (str): Options are `gaussian`, `concatenation`, + `embedded_gaussian` and `dot_product`. Default: dot_product. + sub_sample (bool): Whether to apply max pooling after pairwise + function (Note that the `sub_sample` is applied on spatial only). + Default: False. + maxpool_stride (int): The stride of the maxpooling module. + Defaults to 2. + zeros_init (bool): Whether to use zero to initialize weights of + `conv_out`. Defaults to True. """ def __init__(self, - in_channel: int, - inter_channel: Optional[int] = None, - dimension: int = 2, - use_bn_layer: bool = True, - with_downsample: bool = True, - downsample_stride: int = 2) -> None: - """Inits the NonLocalBlockND module.""" - super().__init__() - - assert dimension in [1, 2, 3], \ - f'"dimension" must be 1, 2 or 3, but got {dimension}.' - self.inter_channel = inter_channel - - if self.inter_channel is None: - self.inter_channel = in_channel // 2 - if self.inter_channel == 0: - self.inter_channel = 1 - - if dimension == 3: - conv_nd = nn.Conv3d - max_pool_layer = nn.MaxPool3d( - kernel_size=(1, downsample_stride, downsample_stride)) - bn = nn.BatchNorm3d - elif dimension == 2: - conv_nd = nn.Conv2d + in_channels: int, + reduction: int = 2, + conv_cfg: Dict = dict(type='Conv2d'), + norm_cfg: Dict = dict(type='BN'), + mode: str = 'embedded_gaussian', + sub_sample: bool = False, + maxpool_stride: int = 2, + zeros_init: bool = True, + **kwargs) -> None: + """Inits the NonLocal2dMaxpoolNstride module.""" + super().__init__( + in_channels=in_channels, + sub_sample=sub_sample, + conv_cfg=conv_cfg, + norm_cfg=norm_cfg, + reduction=reduction, + mode=mode, + zeros_init=zeros_init, + **kwargs) + self.norm_cfg = norm_cfg + + if sub_sample: max_pool_layer = nn.MaxPool2d( - kernel_size=(downsample_stride, downsample_stride)) - bn = nn.BatchNorm2d - else: - conv_nd = nn.Conv1d - max_pool_layer = nn.MaxPool1d(kernel_size=(downsample_stride)) - bn = nn.BatchNorm1d - - # Function g() in non-local formulations. - self.func_g = conv_nd( - in_channels=in_channel, - out_channels=self.inter_channel, - kernel_size=1, - stride=1, - padding=0) - - if use_bn_layer: - # Matrix w in non-local formulations. - self.weight_w = nn.Sequential( - conv_nd( - in_channels=self.inter_channel, - out_channels=in_channel, - kernel_size=1, - stride=1, - padding=0), bn(in_channel)) - nn.init.constant_(self.weight_w[1].weight, 0) - nn.init.constant_(self.weight_w[1].bias, 0) - else: - self.weight_w = conv_nd( - in_channels=self.inter_channel, - out_channels=in_channel, - kernel_size=1, - stride=1, - padding=0) - nn.init.constant_(self.weight_w.weight, 0) - nn.init.constant_(self.weight_w.bias, 0) - - # Matrix θ in non-local formulations. - self.theta = conv_nd( - in_channels=in_channel, - out_channels=self.inter_channel, - kernel_size=1, - stride=1, - padding=0) - - # Matrix φ in non-local formulations. - self.phi = conv_nd( - in_channels=in_channel, - out_channels=self.inter_channel, - kernel_size=1, - stride=1, - padding=0) - - if with_downsample: - self.func_g = nn.Sequential(self.func_g, max_pool_layer) - self.phi = nn.Sequential(self.phi, max_pool_layer) - - def forward(self, x: torch.Tensor) -> torch.Tensor: - """Forward function of NonLocalBlockND. - - Args: - x (torch.Tensor): Input feature. - - Returns: - out (torch.Tensor): Non-local relation matrix. - """ - batch_size = x.size(0) - - # Calculate θ and φ in the non-local formulations. - theta_x = self.theta(x).view(batch_size, self.inter_channel, -1) - theta_x = theta_x.permute(0, 2, 1) - phi_x = self.phi(x).view(batch_size, self.inter_channel, -1) - func_f = torch.matmul(theta_x, phi_x) - shape = func_f.size(-1) - f_div_C = func_f / shape - - # Calculate y in the non-local formulations. - g_x = self.func_g(x).view(batch_size, self.inter_channel, -1) - g_x = g_x.permute(0, 2, 1) - nonlocal_y = torch.matmul(f_div_C, g_x) - nonlocal_y = nonlocal_y.permute(0, 2, 1).contiguous() - nonlocal_y = nonlocal_y.view(batch_size, self.inter_channel, - *x.size()[2:]) - - # Calculate out in the non-local formulations. - W_mul_y = self.weight_w(nonlocal_y) - out = W_mul_y + x - - return out + kernel_size=(maxpool_stride, maxpool_stride)) + self.g: nn.Sequential = nn.Sequential(self.g, max_pool_layer) + if self.mode != 'gaussian': + self.phi: nn.Sequential = nn.Sequential( + self.phi, max_pool_layer) + else: + self.phi = max_pool_layer @MODELS.register_module() @@ -153,11 +78,21 @@ class FBKDStudentConnector(BaseConnector): Student connector for FBKD. Args: - in_channel (int): Number of input channels. - inter_channel (int, optional): Number of inter channels. - with_downsample (bool): Whether to downsample. - Defaults to True. - downsample_stride (int): Downsample stride. Defaults to 2. + in_channels (int): Channels of the input feature map. + reduction (int): Channel reduction ratio. Defaults to 2. + conv_cfg (dict): The config dict for convolution layers. + Defaults to `nn.Conv2d`. + norm_cfg (dict): The config dict for normalization layers. + Defaults to `BN`. (This parameter is only applicable to conv_out.) + mode (str): Options are `gaussian`, `concatenation`, + `embedded_gaussian` and `dot_product`. Default: dot_product. + sub_sample (bool): Whether to apply max pooling after pairwise + function (Note that the `sub_sample` is applied on spatial only). + Default: False. + maxpool_stride (int): The stride of the maxpooling module. + Defaults to 2. + zeros_init (bool): Whether to use zero to initialize weights of + `conv_out`. Defaults to True. spatial_T (float): Temperature used in spatial-wise pooling. Defaults to 0.5. channel_T (float): Temperature used in channel-wise pooling. @@ -166,33 +101,43 @@ class FBKDStudentConnector(BaseConnector): """ def __init__(self, - in_channel: int, - inter_channel: int = None, - with_downsample: bool = True, - downsample_stride: int = 2, + in_channels: int, + reduction: int = 2, + conv_cfg: Dict = dict(type='Conv2d'), + norm_cfg: Dict = dict(type='BN'), + mode: str = 'dot_product', + sub_sample: bool = False, + maxpool_stride: int = 2, + zeros_init: bool = True, spatial_T: float = 0.5, channel_T: float = 0.5, - init_cfg: Optional[Dict] = None) -> None: + init_cfg: Optional[Dict] = None, + **kwargs) -> None: """Inits the FBKDStuConnector.""" super().__init__(init_cfg) - self.channel_wise_adaptation = nn.Linear(in_channel, in_channel) + self.channel_wise_adaptation = nn.Linear(in_channels, in_channels) self.spatial_wise_adaptation = nn.Conv2d( 1, 1, kernel_size=3, stride=1, padding=1) self.adaptation_layers = nn.Conv2d( - in_channel, in_channel, kernel_size=1, stride=1, padding=0) - - self.student_non_local = NonLocalBlockND( - in_channel=in_channel, - inter_channel=inter_channel, - with_downsample=with_downsample, - downsample_stride=downsample_stride) + in_channels, in_channels, kernel_size=1, stride=1, padding=0) + + self.student_non_local = NonLocal2dMaxpoolNstride( + in_channels=in_channels, + reduction=reduction, + conv_cfg=conv_cfg, + norm_cfg=norm_cfg, + mode=mode, + sub_sample=sub_sample, + maxpool_stride=maxpool_stride, + zeros_init=zeros_init, + **kwargs) self.non_local_adaptation = nn.Conv2d( - in_channel, in_channel, kernel_size=1, stride=1, padding=0) + in_channels, in_channels, kernel_size=1, stride=1, padding=0) - self.in_channel = in_channel + self.in_channels = in_channels self.spatial_T = spatial_T self.channel_T = channel_T @@ -229,7 +174,7 @@ def forward_train(self, x: torch.Tensor) -> Tuple[torch.Tensor, ...]: # Soften or sharpen the channel-wise mask by temperature. s_channel_mask = torch.softmax( - s_channel_mask / self.channel_T, dim=1) * self.in_channel + s_channel_mask / self.channel_T, dim=1) * self.in_channels s_channel_mask = s_channel_mask.view(channel_mask_size) # Adaptative and pool student feature through channel-wise. @@ -259,11 +204,21 @@ class FBKDTeacherConnector(BaseConnector): Teacher connector for FBKD. Args: - in_channel (int): Number of input channels. - inter_channel (int): Number of inter channels. - with_downsample (bool, optional): Whether to downsample. - Defaults to True. - downsample_stride (int): Downsample stride. Defaults to 2. + in_channels (int): Channels of the input feature map. + reduction (int): Channel reduction ratio. Defaults to 2. + conv_cfg (dict): The config dict for convolution layers. + Defaults to `nn.Conv2d`. + norm_cfg (dict): The config dict for normalization layers. + Defaults to `BN`. (This parameter is only applicable to conv_out.) + mode (str): Options are `gaussian`, `concatenation`, + `embedded_gaussian` and `dot_product`. Default: dot_product. + sub_sample (bool): Whether to apply max pooling after pairwise + function (Note that the `sub_sample` is applied on spatial only). + Default: False. + maxpool_stride (int): The stride of the maxpooling module. + Defaults to 2. + zeros_init (bool): Whether to use zero to initialize weights of + `conv_out`. Defaults to True. spatial_T (float): Temperature used in spatial-wise pooling. Defaults to 0.5. channel_T (float): Temperature used in channel-wise pooling. @@ -272,21 +227,31 @@ class FBKDTeacherConnector(BaseConnector): """ def __init__(self, - in_channel, - inter_channel=None, - with_downsample=True, - downsample_stride=2, + in_channels, + reduction=2, + conv_cfg: Dict = dict(type='Conv2d'), + norm_cfg: Dict = dict(type='BN'), + mode: str = 'dot_product', + sub_sample: bool = False, + maxpool_stride: int = 2, + zeros_init: bool = True, spatial_T: float = 0.5, channel_T: float = 0.5, - init_cfg: Optional[Dict] = None) -> None: + init_cfg: Optional[Dict] = None, + **kwargs) -> None: super().__init__(init_cfg) - self.teacher_non_local = NonLocalBlockND( - in_channel=in_channel, - inter_channel=inter_channel, - with_downsample=with_downsample, - downsample_stride=downsample_stride) - - self.in_channel = in_channel + self.teacher_non_local = NonLocal2dMaxpoolNstride( + in_channels=in_channels, + reduction=reduction, + conv_cfg=conv_cfg, + norm_cfg=norm_cfg, + mode=mode, + sub_sample=sub_sample, + maxpool_stride=maxpool_stride, + zeros_init=zeros_init, + **kwargs) + + self.in_channels = in_channels self.spatial_T = spatial_T self.channel_T = channel_T @@ -320,7 +285,7 @@ def forward_train(self, x: torch.Tensor) -> Tuple[torch.Tensor, ...]: # Soften or sharpen the channel-wise mask by temperature. t_channel_mask = torch.softmax( - t_channel_mask / self.channel_T, dim=1) * self.in_channel + t_channel_mask / self.channel_T, dim=1) * self.in_channels t_channel_mask = t_channel_mask.view(channel_mask_size) # Adaptative and pool student feature through spatial-wise. 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 9169e7d18..56abd0c42 100644 --- a/tests/test_models/test_architectures/test_connectors/test_connectors.py +++ b/tests/test_models/test_architectures/test_connectors/test_connectors.py @@ -73,11 +73,11 @@ def test_byot_connector(self): def test_fbkd_connector(self): fbkd_stuconnector_cfg = dict( - in_channel=16, inter_channel=8, downsample_stride=2) + in_channels=16, reduction=2, sub_sample=True) fbkd_stuconnector = FBKDStudentConnector(**fbkd_stuconnector_cfg) fbkd_teaconnector_cfg = dict( - in_channel=16, inter_channel=8, downsample_stride=2) + in_channels=16, reduction=2, sub_sample=True) fbkd_teaconnector = FBKDTeacherConnector(**fbkd_teaconnector_cfg) s_feat = torch.randn(1, 16, 8, 8)

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