From bb6cd5149a157ff2f3cfdfd909348b249ac67f5c Mon Sep 17 00:00:00 2001 From: Junhao Liang <43094337+darkliang@users.noreply.github.com> Date: Wed, 8 Dec 2021 20:05:28 +0800 Subject: [PATCH] 1.0.0 official release (#18) * fix bug in fix_BN * gaitgl OUMVLP support. * update ./doc/3.advance_usage.md Cross-Dataset Evalution & Data Agumentation * update config * update docs.3 * update docs.3 * add loss doc and gather input decorator * refine the create model doc * support rearrange directory of unzipped OUMVLP * fix some bugs in loss_aggregator.py * refine docs and little fix * add oumvlp pretreatment description * pretreatment dataset fix oumvlp description * add gaitgl oumvlp result * assert gaitgl input size * add pipeline * update the readme. * update pipeline and readme * Corrigendum. * add logo and remove path * update new logo * Update README.md * modify logo size Co-authored-by: 12131100 <12131100@mail.sustech.edu.cn> Co-authored-by: noahshen98 <77523610+noahshen98@users.noreply.github.com> Co-authored-by: Noah <595311942@qq.com> --- README.md | 101 +- assets/bg.gif | Bin 0 -> 54704 bytes assets/cl.gif | Bin 0 -> 71953 bytes assets/logo1.png | Bin 0 -> 77291 bytes assets/logo2.png | Bin 0 -> 41674 bytes assets/nm.gif | Bin 0 -> 62658 bytes assets/pipeline.png | Bin 0 -> 242798 bytes config/baseline.yaml | 16 +- config/baseline_OUMVLP.yaml | 102 + config/gaitgl.yaml | 1 - config/gaitgl_OUMVLP.yaml | 69 + config/gaitpart.yaml | 1 - config/gaitpart_OUMVLP.yaml | 82 + config/gaitset.yaml | 1 - config/gaitset_OUMVLP.yaml | 76 + config/gln/gln_phase1.yaml | 2 +- config/gln/gln_phase2.yaml | 2 +- doc/how_to_create_your_model.md | 4 - doc/prepare_dataset.md | 36 - docs/0.prepare_dataset.md | 101 + .../1.detailed_config.md | 65 +- docs/2.how_to_create_your_model.md | 86 + docs/3.advanced_usages.md | 88 + lib/data/dataset.py | 10 +- lib/modeling/backbones/plain.py | 33 +- lib/modeling/base_model.py | 114 +- lib/modeling/loss_aggregator.py | 40 +- lib/modeling/losses/base.py | 57 +- lib/modeling/losses/softmax.py | 7 +- lib/modeling/losses/triplet.py | 17 +- lib/modeling/models/gaitgl.py | 90 +- lib/modeling/modules.py | 7 - lib/utils/__init__.py | 2 +- lib/utils/common.py | 4 + misc/clean_process.sh | 1 + misc/partitions/OUMVLP.json | 10313 ++++++++++++++++ misc/rearrange_OUMVLP.py | 59 + test.sh | 21 +- train.sh | 23 +- 39 files changed, 11401 insertions(+), 230 deletions(-) create mode 100644 assets/bg.gif create mode 100644 assets/cl.gif create mode 100644 assets/logo1.png create mode 100644 assets/logo2.png create mode 100644 assets/nm.gif create mode 100644 assets/pipeline.png create mode 100644 config/baseline_OUMVLP.yaml create mode 100644 config/gaitgl_OUMVLP.yaml create mode 100644 config/gaitpart_OUMVLP.yaml create mode 100644 config/gaitset_OUMVLP.yaml delete mode 100644 doc/how_to_create_your_model.md delete mode 100644 doc/prepare_dataset.md create mode 100644 docs/0.prepare_dataset.md rename doc/detailed_config.md => docs/1.detailed_config.md (71%) create mode 100644 docs/2.how_to_create_your_model.md create mode 100644 docs/3.advanced_usages.md create mode 100644 misc/clean_process.sh create mode 100644 misc/partitions/OUMVLP.json create mode 100644 misc/rearrange_OUMVLP.py diff --git a/README.md b/README.md index 56de424..d8fb2e0 100644 --- a/README.md +++ b/README.md @@ -1,40 +1,49 @@ -**Note:** -This code is only used for **academic purposes**, people cannot use this code for anything that might be considered commercial use. +logo -# OpenGait +
nmbgcl
-OpenGait is a flexible and extensible gait recognition project provided by the [Shiqi Yu Group](https://faculty.sustech.edu.cn/yusq/) and supported in part by [WATRIX.AI](http://www.watrix.ai). Just the pre-beta version is released now, and more documentations as well as the reproduced methods will be offered as soon as possible. +------------------------------------------ + +OpenGait is a flexible and extensible gait recognition project provided by the [Shiqi Yu Group](https://faculty.sustech.edu.cn/yusq/) and supported in part by [WATRIX.AI](http://www.watrix.ai). **Highlighted features:** -- **Multiple Models Support**: We reproduced several SOTA methods, and reached the same or even better performance. -- **DDP Support**: The officially recommended [`Distributed Data Parallel (DDP)`](https://pytorch.org/tutorials/intermediate/ddp_tutorial.html) mode is used during the training and testing phases. +- **Multiple Models Support**: We reproduced several SOTA methods, and reached the same or even the better performance. +- **DDP Support**: The officially recommended [`Distributed Data Parallel (DDP)`](https://pytorch.org/tutorials/intermediate/ddp_tutorial.html) mode is used during both the training and testing phases. - **AMP Support**: The [`Auto Mixed Precision (AMP)`](https://pytorch.org/tutorials/recipes/recipes/amp_recipe.html?highlight=amp) option is available. - **Nice log**: We use [`tensorboard`](https://pytorch.org/docs/stable/tensorboard.html) and `logging` to log everything, which looks pretty. -# Model Zoo +## Model Zoo +### CASIA-B | Model | NM | BG | CL | Configuration | Input Size | Inference Time | Model Size | | :-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------: | :--------: | :--------: | :--------: | :------------------------------------------------------------------------------------------- | :--------: | :------------: | :------------: | | Baseline | 96.3 | 92.2 | 77.6 | [baseline.yaml](config/baseline.yaml) | 64x44 | 12s | 3.78M | -| [GaitSet(AAAI2019)](https://arxiv.org/pdf/1811.06186.pdf) | 95.8(95.0) | 90.0(87.2) | 75.4(70.4) | [gaitset.yaml](config/gaitset.yaml) | 64x44 | 11s | 2.59M | -| [GaitPart(CVPR2020)](http://home.ustc.edu.cn/~saihui/papers/cvpr2020_gaitpart.pdf) | 96.1(96.2) | 90.7(91.5) | 78.7(78.7) | [gaitpart.yaml](config/gaitpart.yaml) | 64x44 | 22s | 1.20M | -| [GLN*(ECCV2020)](http://home.ustc.edu.cn/~saihui/papers/eccv2020_gln.pdf) | 96.4(95.6) | 93.1(92.0) | 81.0(77.2) | [gln_phase1.yaml](config/gln/gln_phase1.yaml), [gln_phase2.yaml](config/gln/gln_phase2.yaml) | 128x88 | 14s | 8.54M / 14.70M | -| [GaitGL(ICCV2021)](https://openaccess.thecvf.com/content/ICCV2021/papers/Lin_Gait_Recognition_via_Effective_Global-Local_Feature_Representation_and_Local_Temporal_ICCV_2021_paper.pdf) | 97.4(97.4) | 94.5(94.5) | 83.8(83.6) | [gaitgl.yaml](config/gaitgl.yaml) | 64x44 | 31s | 3.10M | +| [GaitSet(AAAI2019)](https://arxiv.org/pdf/1811.06186.pdf) | 95.8(95.0) | 90.0(87.2) | 75.4(70.4) | [gaitset.yaml](config/gaitset.yaml) | 64x44 | 13s | 2.59M | +| [GaitPart(CVPR2020)](http://home.ustc.edu.cn/~saihui/papers/cvpr2020_gaitpart.pdf) | 96.1(96.2) | 90.7(91.5) | 78.7(78.7) | [gaitpart.yaml](config/gaitpart.yaml) | 64x44 | 56s | 1.20M | +| [GLN*(ECCV2020)](http://home.ustc.edu.cn/~saihui/papers/eccv2020_gln.pdf) | 96.4(95.6) | 93.1(92.0) | 81.0(77.2) | [gln_phase1.yaml](config/gln/gln_phase1.yaml), [gln_phase2.yaml](config/gln/gln_phase2.yaml) | 128x88 | 47s/46s | 8.54M / 14.70M | +| [GaitGL(ICCV2021)](https://openaccess.thecvf.com/content/ICCV2021/papers/Lin_Gait_Recognition_via_Effective_Global-Local_Feature_Representation_and_Local_Temporal_ICCV_2021_paper.pdf) | 97.4(97.4) | 94.5(94.5) | 83.8(83.6) | [gaitgl.yaml](config/gaitgl.yaml) | 64x44 | 38s | 3.10M | + +### OUMVLP +| Model | Rank@1 | Configuration | Input Size | Inference Time | Model Size | +| :-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------: | :--------: | :------------------------------------------: | :--------: | :------------- | :--------: | +| Baseline | 86.7 | [baseline.yaml](config/OUMVLP/baseline.yaml) | 64x44 | 1m13s | 44.11M | +| [GaitSet(AAAI2019)](https://arxiv.org/pdf/1811.06186.pdf) | 87.2(87.1) | [gaitset.yaml](config/OUMVLP/gaitset.yaml) | 64x44 | 1m26s | 6.31M | +| [GaitPart(CVPR2020)](http://home.ustc.edu.cn/~saihui/papers/cvpr2020_gaitpart.pdf) | 88.6(88.7) | [gaitpart.yaml](config/OUMVLP/gaitpart.yaml) | 64x44 | 8m04s | 3.78M | +| [GaitGL(ICCV2021)](https://openaccess.thecvf.com/content/ICCV2021/papers/Lin_Gait_Recognition_via_Effective_Global-Local_Feature_Representation_and_Local_Temporal_ICCV_2021_paper.pdf) | 89.9(89.7) | [gaitgl.yaml](config/OUMVLP/gaitgl.yaml) | 64x44 | 5m23s | 95.62M | + The results in the parentheses are mentioned in the papers - **Note**: -- All the models were tested on [CASIA-B](http://www.cbsr.ia.ac.cn/english/Gait%20Databases.asp) (Rank@1, excluding identical-view cases). +- All results are Rank@1, excluding identical-view cases. - The shown result of GLN is implemented without compact block. -- Only 2 RTX6000 are used during the inference phase. -- The results on [OUMVLP](http://www.am.sanken.osaka-u.ac.jp/BiometricDB/GaitMVLP.html) will be released soon. -It's inference process just cost about 90 secs(Baseline & 8 RTX6000). +- Only two RTX3090 are used for infering CASIA-B, and eight are used for infering OUMVLP. -# Get Started -## Installation + +## Get Started +### Installation 1. clone this repo. ``` git clone https://github.com/ShiqiYu/OpenGait.git @@ -57,56 +66,66 @@ It's inference process just cost about 90 secs(Baseline & 8 RTX6000). pip install tqdm pyyaml tensorboard opencv-python pip install torch==1.6.0 torchvision==0.7.0 ``` -## Prepare dataset -See [prepare dataset](doc/prepare_dataset.md). +### Prepare dataset +See [prepare dataset](docs/0.prepare_dataset.md). -## Get trained model +### Get trained model - Option 1: ``` python misc/download_pretrained_model.py ``` -- Option 2: Go to the [release page](https://github.com/ShiqiYu/OpenGait/releases/), then download the model file and uncompress it to `output`. +- Option 2: Go to the [release page](https://github.com/ShiqiYu/OpenGait/releases/), then download the model file and uncompress it to [output](output). -## Train +### Train Train a model by ``` CUDA_VISIBLE_DEVICES=0,1 python -m torch.distributed.launch --nproc_per_node=2 lib/main.py --cfgs ./config/baseline.yaml --phase train ``` -- `python -m torch.distributed.launch` Our implementation uses DistributedDataParallel. -- `--nproc_per_node` The number of gpu to use, it must equal the length of `CUDA_VISIBLE_DEVICES`. -- `--cfgs` The path of config file. +- `python -m torch.distributed.launch` [DDP](https://pytorch.org/tutorials/intermediate/ddp_tutorial.html) launch instruction. +- `--nproc_per_node` The number of gpus to use, and it must equal the length of `CUDA_VISIBLE_DEVICES`. +- `--cfgs` The path to config file. - `--phase` Specified as `train`. -- `--iter` You can specify a number of iterations or use `restore_hint` in the configuration file and resume training from there. -- `--log_to_file` If specified, log will be written on disk simultaneously. + +- `--log_to_file` If specified, the terminal log will be written on disk simultaneously. You can run commands in [train.sh](train.sh) for training different models. -## Test -Use trained model to evaluate by +### Test +Evaluate the trained model by ``` CUDA_VISIBLE_DEVICES=0,1 python -m torch.distributed.launch --nproc_per_node=2 lib/main.py --cfgs ./config/baseline.yaml --phase test ``` - `--phase` Specified as `test`. -- `--iter` You can specify a number of iterations or or use `restore_hint` in the configuration file and restore model from there. +- `--iter` Specify a iteration checkpoint. **Tip**: Other arguments are the same as train phase. You can run commands in [test.sh](test.sh) for testing different models. + ## Customize -1. First, you need to read the [config documentation](doc/detailed_config.md) to figure out the usage of every item. -2. If you want create your own model, see [here](doc/how_to_create_your_model.md). +1. Read the [detailed config](docs/1.detailed_config.md) to figure out the usage of needed setting items; +2. See [how to create your model](docs/2.how_to_create_your_model.md); +3. There are some advanced usages, refer to [advanced usages](docs/3.advanced_usages.md), please. -# Warning +## Warning - Some models may not be compatible with `AMP`, you can disable it by setting `enable_float16` **False**. -- In `DDP` mode, zombie processes may be generated when the program terminates abnormally. You can use this command `kill $(ps aux | grep main.py | grep -v grep | awk '{print $2}')` to clear them. +- In `DDP` mode, zombie processes may be generated when the program terminates abnormally. You can use this command [sh misc/clean_process.sh](./misc/clean_process.sh) to clear them. - We implemented the functionality about testing while training, but it slightly affected the results. None of our published models use this functionality. You can disable it by setting `with_test` **False**. +- Recommended Pytorch version: 1.6-1.8 -# Authors: +## Authors: **Open Gait Team (OGT)** -- [Chao Fan (樊超)](https://faculty.sustech.edu.cn/?p=128578&tagid=yusq&cat=2&iscss=1&snapid=1&orderby=date) -- [Chuanfu Shen (沈川福)](https://faculty.sustech.edu.cn/?p=95396&tagid=yusq&cat=2&iscss=1&snapid=1&orderby=date) -- [Junhao Liang (梁峻豪)](https://faculty.sustech.edu.cn/?p=95401&tagid=yusq&cat=2&iscss=1&snapid=1&orderby=date) +- [Chao Fan (樊超)](https://faculty.sustech.edu.cn/?p=128578&tagid=yusq&cat=2&iscss=1&snapid=1&orderby=date), 12131100@mail.sustech.edu.cn +- [Chuanfu Shen (沈川福)](https://faculty.sustech.edu.cn/?p=95396&tagid=yusq&cat=2&iscss=1&snapid=1&orderby=date), 11950016@mail.sustech.edu.cn +- [Junhao Liang (梁峻豪)](https://faculty.sustech.edu.cn/?p=95401&tagid=yusq&cat=2&iscss=1&snapid=1&orderby=date), 12132342@mail.sustech.edu.cn -# Acknowledgement +## Acknowledgement - GLN: [Saihui Hou (侯赛辉)](http://home.ustc.edu.cn/~saihui/index_english.html) -- GaitGL: Beibei Lin (林贝贝) +- GaitGL: [Beibei Lin (林贝贝)](https://scholar.google.com/citations?user=KyvHam4AAAAJ&hl=en&oi=ao) + + + +**Note:** +This code is only used for **academic purposes**, people cannot use this code for anything that might be considered commercial use. diff --git a/assets/bg.gif b/assets/bg.gif new file mode 100644 index 0000000000000000000000000000000000000000..32dc4be80dee80646beab33204b271ccfba19309 GIT binary patch literal 54704 zcmZsiXH*k!xAq4JND+n5K@l+YrU(ckl28+R3%&OeK)Qe;y$U3u_ZARBkrEJ4svu3J zW2n+a1VscCjpX(DKWDA;oO9l9vu4fAJs)QO?!B+;8ZCsTf}&#-5C#0Wb`t;q2mrtV z00jVO03ZMW5dcX4oP|IDI0QgJ05k+3KmZ~HApLVG1P;LA016JE;Q#>+5a9snpZg&w z0FDAsC;*KD2q=Jv0!aTn6oLleXaI!<&}e{w28d{Y^v_BV0stofC<1^c00aU+Bmks; zmWL1lI1xY*0W=XH5CI|)ApP@B5E1|<0VooHCIJKzKqLXAf4wLY0wCc45(Oa90FnS8 zi2#xWAOQ#x0ztwdNE8H#h9C(LBoTrnL686(34tTwa3l(jM8lB;IFblQlHf=Hg@mAx za1;`SLZVSf0t!h)AxS7CfJQ>lNH`jaLL<>=Bms>iqLCyt5+EQU1SFh*L=li^0+K*L 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Args -> * dataset_name: Dataset name. Only support `CASIA-B`. +> * dataset_name: Only support `CASIA-B` and `OUMVLP` now. > * dataset_root: The path of storing your dataset. > * num_workers: The number of workers to collect data. > * dataset_partition: The path of storing your dataset partition file. It splits the dataset to two parts, including train set and test set. @@ -15,7 +15,7 @@ ### loss_cfg * Loss function > * Args -> * type: Loss function type, support `TripletLoss` and `CrossEntropyLoss` +> * type: Loss function type, support `TripletLoss` and `CrossEntropyLoss`. > * loss_term_weights: loss weight. > * log_prefix: the prefix of loss log. @@ -23,36 +23,36 @@ ### optimizer_cfg * Optimizer > * Args -> * solver: Optimizer type, example: `SGD`, `Adam` -> * **others**: Please refer to `torch.optim` +> * solver: Optimizer type, example: `SGD`, `Adam`. +> * **others**: Please refer to `torch.optim`. ### scheduler_cfg * Learning rate scheduler > * Args -> * scheduler : Learning rate scheduler, example: `MultiStepLR` -> * **others** : Please refer to `torch.optim.lr_scheduler` +> * scheduler : Learning rate scheduler, example: `MultiStepLR`. +> * **others** : Please refer to `torch.optim.lr_scheduler`. ---- ### model_cfg * Model to be trained > * Args -> * model : Model type, please refer to [Model Library](../lib/modeling/models) for the supported values -> * **others** : Please refer to [Training Configuration File of Corresponding Model](../config) +> * model : Model type, please refer to [Model Library](../lib/modeling/models) for the supported values. +> * **others** : Please refer to the [Training Configuration File of Corresponding Model](../config). ---- ### evaluator_cfg * Evaluator configuration > * Args -> * enable_float16: If `True`, enable auto mixed precision. -> * restore_ckpt_strict: If `True`, check whether the checkpoint is the same as the model. -> * restore_hint: `int` value indicates the iteration number of restored checkpoint; `str` value indicates the path of restored checkpoint. +> * enable_float16: If `True`, enable the auto mixed precision mode. +> * restore_ckpt_strict: If `True`, check whether the checkpoint is the same as the defined model. +> * restore_hint: `int` value indicates the iteration number of restored checkpoint; `str` value indicates the path to restored checkpoint. > * save_name: The name of the experiment. > * eval_func: The function name of evaluation. For `CASIA-B`, choose `identification`. > * sampler: -> - type: The name of sampler. Choose `InferenceSampler` +> - type: The name of sampler. Choose `InferenceSampler`. > - sample_type: In general, we use `all_ordered` to input all frames by its natural order, which makes sure the tests are consistent. -> - batch_size: In general, it should equal to the number of utilized GPU. +> - batch_size: `int` values. > - **others**: Please refer to [data.sampler](../lib/data/sampler.py) and [data.collate_fn](../lib/data/collate_fn.py) -> * transform: support `BaseSilCuttingTransform`, `BaseSilTransform`. The difference between them is `BaseSilCuttingTransform` cut the pixels on both sides horizontally. +> * transform: Support `BaseSilCuttingTransform`, `BaseSilTransform`. The difference between them is `BaseSilCuttingTransform` cut out the black pixels on both sides horizontally. > * metric: `euc` or `cos`, generally, `euc` performs better. ---- @@ -60,25 +60,25 @@ * Trainer configuration > * Args > * fix_BN: If `True`, we fix the weight of all `BatchNorm` layers. -> * log_iter: Every `log_iter` iterations, log the information. -> * save_iter: Every `save_iter` iterations, save the model. -> * with_test: If `True`, we test the model every `save_iter` iterations. A bit of performance impact.(*To Be Fixed*) +> * log_iter: Log the information per `log_iter` iterations. +> * save_iter: Save the checkpoint per `save_iter` iterations. +> * with_test: If `True`, we test the model every `save_iter` iterations. A bit of performance impact.(*Disable in Default*) > * optimizer_reset: If `True` and `restore_hint!=0`, reset the optimizer while restoring the model. > * scheduler_reset: If `True` and `restore_hint!=0`, reset the scheduler while restoring the model. -> * sync_BN: If `True`, applies Batch Normalization as described in the paper [Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift](https://arxiv.org/abs/1502.03167). -> * total_iter: The total number of training iterations. +> * sync_BN: If `True`, applies Batch Normalization synchronously. +> * total_iter: The total training iterations, `int` values. > * sampler: -> - type: The name of sampler. Choose `TripletSampler` +> - type: The name of sampler. Choose `TripletSampler`. > - sample_type: `[all, fixed, unfixed]` indicates the number of frames used to test, while `[unordered, ordered]` means whether input sequence by its natural order. Example: `fixed_unordered` means selecting fixed number of frames randomly. -> - batch_size: *[P,K]*\ -> **example**: +> - batch_size: *[P,K]* where `P` denotes the subjects in training batch while the `K` represents the sequences every subject owns. **Example**: > - 8 > - 16 -> - **others**: Please refer to [data.sampler](../lib/data/sampler.py) and [data.collate_fn](../lib/data/collate_fn.py) -> * **others**: Please refer to `evaluator_cfg` +> - **others**: Please refer to [data.sampler](../lib/data/sampler.py) and [data.collate_fn](../lib/data/collate_fn.py). +> * **others**: Please refer to `evaluator_cfg`. --- -**Note**: All configuatrarion items will merged into [default.yaml](../config/default.yaml), and the current configuration is preferable. - +**Note**: +- All the config items will be merged into [default.yaml](../config/default.yaml), and the current config is preferable. +- The output directory, which includes the log, checkpoint and summary files, is depended on the defined `dataset_name`, `model` and `save_name` settings, like `output/${dataset_name}/${model}/${save_name}`. # Example ```yaml @@ -102,7 +102,9 @@ evaluator_cfg: sample_type: all_ordered # all indicates whole sequence used to test, while ordered means input sequence by its natural order; Other options: fixed_unordered frames_all_limit: 720 # limit the number of sampled frames to prevent out of memory metric: euc # cos - + transform: + - type: BaseSilCuttingTransform + img_w: 64 loss_cfg: - loss_term_weights: 1.0 @@ -128,6 +130,9 @@ model_cfg: - M - BC-256 - BC-256 + # - M + # - BC-512 + # - BC-512 type: Plain SeparateFCs: in_channels: 256 @@ -158,7 +163,7 @@ scheduler_cfg: scheduler: MultiStepLR trainer_cfg: enable_float16: true # half_percesion float for memory reduction and speedup - fix_BN: false + fix_layers: false log_iter: 100 restore_ckpt_strict: true restore_hint: 0 @@ -176,6 +181,8 @@ trainer_cfg: frames_num_min: 25 # min frames number for unfixed traing sample_type: fixed_unordered # fixed control input frames number, unordered for controlling order of input tensor; Other options: unfixed_ordered or all_ordered type: TripletSampler - + transform: + - type: BaseSilCuttingTransform + img_w: 64 ``` diff --git a/docs/2.how_to_create_your_model.md b/docs/2.how_to_create_your_model.md new file mode 100644 index 0000000..4826e4e --- /dev/null +++ b/docs/2.how_to_create_your_model.md @@ -0,0 +1,86 @@ +# How to Create Your Own Model +## Pipeline +![Pipeline](../assets/pipeline.png) + +## A new model +If you want to design a new model, you need to write a class inherited from `BaseModel`, e.g, NewModel in newmodel.py: +```python +from ..base_model import BaseModel + +class NewModel(BaseModel): + def __init__(self, cfgs, is_training): + super().__init__(cfgs, is_training) + + def build_network(self, model_cfg): + self.encoder = ... + + def forward(self, inputs): + ipts, labs, typs, viws, seqL = inputs + sils = ipts[0] + if len(sils.size()) == 4: + sils = sils.unsqueeze(2) + del ipts + n, s, c, h, w = sils.size() + + embed_1, logits, embed = self.encoder(sils) + + return { + 'training_feat': { + 'triplet': {'embeddings': embed_1, 'labels': labs}, + 'softmax': {'logits': logits, 'labels': labs} + }, + 'visual_summary': { + 'image/sils': sils.view(n*s, 1, h, w) + }, + 'inference_feat': { + 'embeddings': embed + } + } + +``` + In your model class, at least you need to implement `build_network()` and `forward()` functions. The first is used to build the netwroks, and it does not need `return value`. Another is used to calculate the features, the `return value` is fixed in dictionary format + +> `training_feat` is for the loss computing, and it must be a `dict` object. +> +> `visual_summary` is for visualization, and it must be a `dict` object. +> +> `inference_feat` is for the inference, and it must be a `dict` object. +> +> `triplet` and `softmax` are the prefixes (or names) of the loss function. +> +> `embeddings`, `logits` and `labels` are the input arguments of the loss function. + +More information should be seen in [base_model.py](../lib/modeling/base_model.py) and [loss_aggregator.py](../lib/modeling/loss_aggregator.py). + +After finishing the model file, you have two steps left to do: + +**Step 1**: Put your newmodel.py under `lib/modeling/models`. + +**Step 2**: Specify the model name in a yaml file: +```yaml +model_cfg: + model: NewModel + param1: ... + param2: ... + param3: ... +``` + + +## A new loss +If you want to write a new loss, you need to write a class inherited from `lib/modeling/losses`, like this +```python +from .base import BaseLoss + +class NewLoss(BaseLoss): + def __init__(self, *args, **kwargs): + super(NewLoss, self).__init__(*args, **kargs) + + @gather_and_scale_wrapper + def forward(self, embeddings, labels): + pass +``` +Remember to use `gather_and_scale_wrapper` to wrap your forward function if your loss is computed by pairs like `triplet`. By this, we gather all features to one GPU card and scale the loss by the number of GPUs. + +Then, put your loss in `lib/modeling/losses` so that you can use it in config file. + +Moreover, refer to [loss_aggregator.py](../lib/modeling/loss_aggregator.py) to explore how does your defined loss work in the model. diff --git a/docs/3.advanced_usages.md b/docs/3.advanced_usages.md new file mode 100644 index 0000000..b194437 --- /dev/null +++ b/docs/3.advanced_usages.md @@ -0,0 +1,88 @@ +# Advanced Usages +### Cross-Dataset Evalution +> You can conduct cross-dataset evalution by just modifying several arguments in your [data_cfg](../config/baseline.yaml#L1). +> +> Take [baseline.yaml](../config/baseline.yaml) as an example: +> ```yaml +> data_cfg: +> dataset_name: CASIA-B +> dataset_root: your_path +> dataset_partition: ./misc/partitions/CASIA-B_include_005.json +> num_workers: 1 +> remove_no_gallery: false # Remove probe if no gallery for it +> test_dataset_name: CASIA-B +> ``` +> Now, suppose we get the model trained on [CASIA-B](http://www.cbsr.ia.ac.cn/english/Gait%20Databases.asp), and then we want to test it on [OUMVLP](http://www.am.sanken.osaka-u.ac.jp/BiometricDB/GaitMVLP.html). +> +> We should alter the `dataset_root`, `dataset_partition` and `test_dataset_name`, just like: +> ```yaml +> data_cfg: +> dataset_name: CASIA-B +> dataset_root: your_OUMVLP_path +> dataset_partition: ./misc/partitions/OUMVLP.json +> num_workers: 1 +> remove_no_gallery: false # Remove probe if no gallery for it +> test_dataset_name: OUMVLP +> ``` +--- +> + + +### Data Augmentation +> In OpenGait, there is a basic transform class almost called by all the models, this is [BaseSilCuttingTransform](../lib/data/transform.py#L20), which is used to cut the input silhouettes. +> +> Accordingly, by referring to this implementation, you can easily customize the data agumentation in just two steps: +> * *Step1*: Define the transform function or class in [transform.py](../lib/data/transform.py), and make sure it callable. The style of [torchvision.transforms](https://pytorch.org/vision/stable/_modules/torchvision/transforms/transforms.html) is recommanded, and following shows a demo; +>> ```python +>> import torchvision.transforms as T +>> class demo1(): +>> def __init__(self, args): +>> pass +>> +>> def __call__(self, seqs): +>> ''' +>> seqs: with dimension of [sequence, height, width] +>> ''' +>> pass +>> return seqs +>> +>> class demo2(): +>> def __init__(self, args): +>> pass +>> +>> def __call__(self, seqs): +>> pass +>> return seqs +>> +>> def TransformDemo(base_args, demo1_args, demo2_args): +>> transform = T.Compose([ +>> BaseSilCuttingTransform(**base_args), +>> demo1(args=demo1_args), +>> demo2(args=demo2_args) +>> ]) +>> return transform +>> ``` +> * *Step2*: Reset the [`transform`](../config/baseline.yaml#L100) arguments in your config file: +>> ```yaml +>> transform: +>> - type: TransformDemo +>> base_args: {'img_w': 64} +>> demo1_args: false +>> demo2_args: false +>> ``` + +### Visualization +> To learn how does the model work, sometimes, you need to visualize the intermediate result. +> +> For this purpose, we have defined a built-in instantiation of [`torch.utils.tensorboard.SummaryWriter`](https://pytorch.org/docs/stable/tensorboard.html), that is [`self.msg_mgr.writer`](../lib/utils/msg_manager.py#L24), to make sure you can log the middle information everywhere you want. +> +> Demo: if we want to visualize the output feature of [baseline's backbone](../lib/modeling/models/baseline.py#L27), we could just insert the following codes at [baseline.py#L28](../lib/modeling/models/baseline.py#L28): +>> ```python +>> summary_writer = self.msg_mgr.writer +>> if torch.distributed.get_rank() == 0 and self.training and self.iteration % 100==0: +>> summary_writer.add_video('outs', outs.mean(2).unsqueeze(2), self.iteration) +>> ``` +> Note that this example requires the [`moviepy`](https://github.com/Zulko/moviepy) package, and hence you should run `pip install moviepy` first. \ No newline at end of file diff --git a/lib/data/dataset.py b/lib/data/dataset.py index 59d9825..a9ceca8 100644 --- a/lib/data/dataset.py +++ b/lib/data/dataset.py @@ -52,14 +52,14 @@ class DataSet(tordata.Dataset): def __getitem__(self, idx): if not self.cache: - data_lst = self.__loader__(self.seqs_info[idx][-1]) + data_list = self.__loader__(self.seqs_info[idx][-1]) elif self.seqs_data[idx] is None: - data_lst = self.__loader__(self.seqs_info[idx][-1]) - self.seqs_data[idx] = data_lst + data_list = self.__loader__(self.seqs_info[idx][-1]) + self.seqs_data[idx] = data_list else: - data_lst = self.seqs_data[idx] + data_list = self.seqs_data[idx] seq_info = self.seqs_info[idx] - return data_lst, seq_info + return data_list, seq_info def __load_all_data(self): for idx in range(len(self)): diff --git a/lib/modeling/backbones/plain.py b/lib/modeling/backbones/plain.py index 926e9d0..e66da97 100644 --- a/lib/modeling/backbones/plain.py +++ b/lib/modeling/backbones/plain.py @@ -1,7 +1,28 @@ +"""The plain backbone. + + The plain backbone only contains the BasicConv2d, FocalConv2d and MaxPool2d and LeakyReLU layers. +""" + import torch.nn as nn from ..modules import BasicConv2d, FocalConv2d + class Plain(nn.Module): + """ + The Plain backbone class. + + An implicit LeakyRelu appended to each layer except maxPooling. + The kernel size, stride and padding of the first convolution layer are 5, 1, 2, the ones of other layers are 3, 1, 1. + + Typical usage: + - BC-64: Basic conv2d with output channel 64. The input channel is the output channel of previous layer. + + - M: nn.MaxPool2d(kernel_size=2, stride=2)]. + + - FC-128-1: Focal conv2d with output channel 64 and halving 1(divided to 2^1=2 parts). + + Use it in your configuration file. + """ def __init__(self, layers_cfg, in_channels=1): super(Plain, self).__init__() @@ -13,9 +34,11 @@ class Plain(nn.Module): def forward(self, seqs): out = self.feature(seqs) return out - - # torchvision/models/vgg.py + def make_layers(self): + """ + Reference: torchvision/models/vgg.py + """ def get_layer(cfg, in_c, kernel_size, stride, padding): cfg = cfg.split('-') typ = cfg[0] @@ -27,7 +50,8 @@ class Plain(nn.Module): return BasicConv2d(in_c, out_c, kernel_size=kernel_size, stride=stride, padding=padding) return FocalConv2d(in_c, out_c, kernel_size=kernel_size, stride=stride, padding=padding, halving=int(cfg[2])) - Layers = [get_layer(self.layers_cfg[0], self.in_channels, 5, 1, 2), nn.LeakyReLU(inplace=True)] + Layers = [get_layer(self.layers_cfg[0], self.in_channels, + 5, 1, 2), nn.LeakyReLU(inplace=True)] in_c = int(self.layers_cfg[0].split('-')[1]) for cfg in self.layers_cfg[1:]: if cfg == 'M': @@ -37,6 +61,3 @@ class Plain(nn.Module): Layers += [conv2d, nn.LeakyReLU(inplace=True)] in_c = int(cfg.split('-')[1]) return nn.Sequential(*Layers) - - - diff --git a/lib/modeling/base_model.py b/lib/modeling/base_model.py index 962457a..7b7a0df 100644 --- a/lib/modeling/base_model.py +++ b/lib/modeling/base_model.py @@ -1,3 +1,14 @@ +"""The base model definition. + +This module defines the abstract meta model class and base model class. In the base model, + we define the basic model functions, like get_loader, build_network, and run_train, etc. + The api of the base model is run_train and run_test, they are used in `lib/main.py`. + +Typical usage: + +BaseModel.run_train(model) +BaseModel.run_test(model) +""" import torch import numpy as np import os.path as osp @@ -13,7 +24,6 @@ from abc import abstractmethod from . import backbones from .loss_aggregator import LossAggregator -from modeling.modules import fix_BN from data.transform import get_transform from data.collate_fn import CollateFn from data.dataset import DataSet @@ -28,80 +38,97 @@ __all__ = ['BaseModel'] class MetaModel(metaclass=ABCMeta): + """The necessary functions for the base model. + This class defines the necessary functions for the base model, in the base model, we have implemented them. + """ @abstractmethod def get_loader(self, data_cfg): - ''' - Build your data Loader here. - Inputs: data_cfg, dict - Return: Loader - ''' + """Based on the given data_cfg, we get the data loader.""" raise NotImplementedError @abstractmethod def build_network(self, model_cfg): - ''' - Build your Model here. - Inputs: model_cfg, dict - Return: Network, nn.Module(s) - ''' + """Build your network here.""" raise NotImplementedError @abstractmethod def init_parameters(self): + """Initialize the parameters of your network.""" raise NotImplementedError @abstractmethod def get_optimizer(self, optimizer_cfg): - ''' - Build your Optimizer here. - Inputs: optimizer_cfg, dict - Return: Optimizer, a optimizer object - ''' + """Based on the given optimizer_cfg, we get the optimizer.""" raise NotImplementedError @abstractmethod def get_scheduler(self, scheduler_cfg): - ''' - Build your Scheduler. - Inputs: scheduler_cfg, dict - Optimizer, your optimizer - Return: Scheduler, a scheduler object - ''' + """Based on the given scheduler_cfg, we get the scheduler.""" raise NotImplementedError @abstractmethod def save_ckpt(self, iteration): + """Save the checkpoint, including model parameter, optimizer and scheduler.""" raise NotImplementedError @abstractmethod def resume_ckpt(self, restore_hint): + """Resume the model from the checkpoint, including model parameter, optimizer and scheduler.""" raise NotImplementedError @abstractmethod def inputs_pretreament(self, inputs): + """Transform the input data based on transform setting.""" raise NotImplementedError @abstractmethod def train_step(self, loss_num) -> bool: + """Do one training step.""" raise NotImplementedError @abstractmethod def inference(self): + """Do inference (calculate features.).""" raise NotImplementedError @abstractmethod def run_train(model): + """Run a whole train schedule.""" raise NotImplementedError @abstractmethod def run_test(model): + """Run a whole test schedule.""" raise NotImplementedError class BaseModel(MetaModel, nn.Module): + """Base model. + + This class inherites the MetaModel class, and implements the basic model functions, like get_loader, build_network, etc. + + Attributes: + msg_mgr: the massage manager. + cfgs: the configs. + iteration: the current iteration of the model. + engine_cfg: the configs of the engine(train or test). + save_path: the path to save the checkpoints. + + """ def __init__(self, cfgs, training): + """Initialize the base model. + + Complete the model initialization, including the data loader, the network, the optimizer, the scheduler, the loss. + + Args: + cfgs: + All of the configs. + training: + Whether the model is in training mode. + """ + super(BaseModel, self).__init__() self.msg_mgr = get_msg_mgr() self.cfgs = cfgs @@ -132,8 +159,6 @@ class BaseModel(MetaModel, nn.Module): "cuda", self.device)) if training: - if cfgs['trainer_cfg']['fix_BN']: - fix_BN(self) self.loss_aggregator = LossAggregator(cfgs['loss_cfg']) self.optimizer = self.get_optimizer(self.cfgs['optimizer_cfg']) self.scheduler = self.get_scheduler(cfgs['scheduler_cfg']) @@ -142,7 +167,12 @@ class BaseModel(MetaModel, nn.Module): if restore_hint != 0: self.resume_ckpt(restore_hint) + if training: + if cfgs['trainer_cfg']['fix_BN']: + self.fix_BN() + def get_backbone(self, model_cfg): + """Get the backbone of the model.""" def _get_backbone(backbone_cfg): if is_dict(backbone_cfg): Backbone = get_attr_from([backbones], backbone_cfg['type']) @@ -266,7 +296,20 @@ class BaseModel(MetaModel, nn.Module): "Error type for -Restore_Hint-, supported: int or string.") self._load_ckpt(save_name) + def fix_BN(self): + for module in self.modules(): + classname = module.__class__.__name__ + if classname.find('BatchNorm') != -1: + module.eval() + def inputs_pretreament(self, inputs): + """Conduct transforms on input data. + + Args: + inputs: the input data. + Returns: + tuple: training data including inputs, labels, and some meta data. + """ seqs_batch, labs_batch, typs_batch, vies_batch, seqL_batch = inputs trf_cfgs = self.engine_cfg['transform'] seq_trfs = get_transform(trf_cfgs) @@ -293,9 +336,13 @@ class BaseModel(MetaModel, nn.Module): return ipts, labs, typs, vies, seqL def train_step(self, loss_sum) -> bool: - ''' - Conduct loss_sum.backward(), self.optimizer.step() and self.scheduler.step(). - ''' + """Conduct loss_sum.backward(), self.optimizer.step() and self.scheduler.step(). + + Args: + loss_sum:The loss of the current batch. + Returns: + bool: True if the training is finished, False otherwise. + """ self.optimizer.zero_grad() if loss_sum <= 1e-9: @@ -322,6 +369,13 @@ class BaseModel(MetaModel, nn.Module): return True def inference(self, rank): + """Inference all the test data. + + Args: + rank: the rank of the current process.Transform + Returns: + Odict: contains the inference results. + """ total_size = len(self.test_loader) if rank == 0: pbar = tqdm(total=total_size, desc='Transforming') @@ -355,9 +409,7 @@ class BaseModel(MetaModel, nn.Module): @ staticmethod def run_train(model): - ''' - Accept the instance object(model) here, and then run the train loop handler. - ''' + """Accept the instance object(model) here, and then run the train loop.""" for inputs in model.train_loader: ipts = model.inputs_pretreament(inputs) with autocast(enabled=model.engine_cfg['enable_float16']): @@ -390,6 +442,8 @@ class BaseModel(MetaModel, nn.Module): @ staticmethod def run_test(model): + """Accept the instance object(model) here, and then run the test loop.""" + rank = torch.distributed.get_rank() with torch.no_grad(): info_dict = model.inference(rank) diff --git a/lib/modeling/loss_aggregator.py b/lib/modeling/loss_aggregator.py index 0c67edc..7ccebb6 100644 --- a/lib/modeling/loss_aggregator.py +++ b/lib/modeling/loss_aggregator.py @@ -1,3 +1,5 @@ +"""The loss aggregator.""" + import torch from . import losses from utils import is_dict, get_attr_from, get_valid_args, is_tensor, get_ddp_module @@ -6,18 +8,48 @@ from utils import get_msg_mgr class LossAggregator(): + """The loss aggregator. + + This class is used to aggregate the losses. + For example, if you have two losses, one is triplet loss, the other is cross entropy loss, + you can aggregate them as follows: + loss_num = tripley_loss + cross_entropy_loss + + Attributes: + losses: A dict of losses. + """ + def __init__(self, loss_cfg) -> None: + """ + Initialize the loss aggregator. + + Args: + loss_cfg: Config of losses. List for multiple losses. + """ self.losses = {loss_cfg['log_prefix']: self._build_loss_(loss_cfg)} if is_dict(loss_cfg) \ else {cfg['log_prefix']: self._build_loss_(cfg) for cfg in loss_cfg} def _build_loss_(self, loss_cfg): + """Build the losses from loss_cfg. + + Args: + loss_cfg: Config of loss. + """ Loss = get_attr_from([losses], loss_cfg['type']) valid_loss_arg = get_valid_args( - Loss, loss_cfg, ['type', 'pair_based_loss']) - loss = get_ddp_module(Loss(**valid_loss_arg)) + Loss, loss_cfg, ['type', 'gather_and_scale']) + loss = get_ddp_module(Loss(**valid_loss_arg).cuda()) return loss def __call__(self, training_feats): + """Compute the sum of all losses. + + The input is a dict of features. The key is the name of loss and the value is the feature and label. If the key not in + built losses and the value is torch.Tensor, then it is the computed loss to be added loss_sum. + + Args: + training_feats: A dict of features. The same as the output["training_feat"] of the model. + """ loss_sum = .0 loss_info = Odict() @@ -28,14 +60,12 @@ class LossAggregator(): for name, value in info.items(): loss_info['scalar/%s/%s' % (k, name)] = value loss = loss.mean() * loss_func.loss_term_weights - if loss_func.pair_based_loss: - loss = loss * torch.distributed.get_world_size() loss_sum += loss else: if isinstance(v, dict): raise ValueError( - "The key %s in -Trainng-Feat- should be stated as the log_prefix of a certain loss defined in your loss_cfg." + "The key %s in -Trainng-Feat- should be stated as the log_prefix of a certain loss defined in your loss_cfg."%v ) elif is_tensor(v): _ = v.mean() diff --git a/lib/modeling/losses/base.py b/lib/modeling/losses/base.py index 0578c60..fbdd7d6 100644 --- a/lib/modeling/losses/base.py +++ b/lib/modeling/losses/base.py @@ -1,13 +1,54 @@ +from ctypes import ArgumentError import torch.nn as nn +import torch from utils import Odict +import functools +from utils import ddp_all_gather -class BasicLoss(nn.Module): - def __init__(self, loss_term_weights=1.0): - super(BasicLoss, self).__init__() - self.loss_term_weights = loss_term_weights - self.pair_based_loss = True - self.info = Odict() - +def gather_and_scale_wrapper(func): + """Internal wrapper: gather the input from multple cards to one card, and scale the loss by the number of cards. + """ + + @functools.wraps(func) + def inner(*args, **kwds): + try: + + for k, v in kwds.items(): + kwds[k] = ddp_all_gather(v) + + loss, loss_info = func(*args, **kwds) + loss *= torch.distributed.get_world_size() + return loss, loss_info + except: + raise ArgumentError + return inner + + +class BaseLoss(nn.Module): + """ + Base class for all losses. + + Your loss should also subclass this class. + + Attribute: + loss_term_weights: the weight of the loss. + info: the loss info. + """ + loss_term_weights = 1.0 + info = Odict() + def forward(self, logits, labels): - raise NotImplementedError + """ + The default forward function. + + This function should be overridden by the subclass. + + Args: + logits: the logits of the model. + labels: the labels of the data. + + Returns: + tuple of loss and info. + """ + return .0, self.info diff --git a/lib/modeling/losses/softmax.py b/lib/modeling/losses/softmax.py index 99819bf..ddf2293 100644 --- a/lib/modeling/losses/softmax.py +++ b/lib/modeling/losses/softmax.py @@ -1,10 +1,10 @@ import torch import torch.nn.functional as F -from .base import BasicLoss +from .base import BaseLoss -class CrossEntropyLoss(BasicLoss): +class CrossEntropyLoss(BaseLoss): def __init__(self, scale=2**4, label_smooth=True, eps=0.1, loss_term_weights=1.0, log_accuracy=False): super(CrossEntropyLoss, self).__init__() self.scale = scale @@ -13,7 +13,6 @@ class CrossEntropyLoss(BasicLoss): self.log_accuracy = log_accuracy self.loss_term_weights = loss_term_weights - self.pair_based_loss = False def forward(self, logits, labels): """ @@ -26,7 +25,7 @@ class CrossEntropyLoss(BasicLoss): one_hot_labels = self.label2one_hot( labels, c).unsqueeze(0).repeat(p, 1, 1) # [p, n, c] loss = self.compute_loss(log_preds, one_hot_labels) - self.info.update({'loss': loss}) + self.info.update({'loss': loss.detach().clone()}) if self.log_accuracy: pred = logits.argmax(dim=-1) # [p, n] accu = (pred == labels.unsqueeze(0)).float().mean() diff --git a/lib/modeling/losses/triplet.py b/lib/modeling/losses/triplet.py index ef0b521..4b5dac2 100644 --- a/lib/modeling/losses/triplet.py +++ b/lib/modeling/losses/triplet.py @@ -1,22 +1,19 @@ import torch import torch.nn.functional as F -from .base import BasicLoss -from utils import ddp_all_gather +from .base import BaseLoss, gather_and_scale_wrapper -class TripletLoss(BasicLoss): +class TripletLoss(BaseLoss): def __init__(self, margin, loss_term_weights=1.0): super(TripletLoss, self).__init__() self.margin = margin self.loss_term_weights = loss_term_weights - self.pair_based_loss = True + @gather_and_scale_wrapper def forward(self, embeddings, labels): # embeddings: [n, p, c], label: [n] - embeddings = ddp_all_gather(embeddings) - labels = ddp_all_gather(labels) embeddings = embeddings.permute( 1, 0, 2).contiguous() # [n, p, c] -> [p, n, c] embeddings = embeddings.float() @@ -32,10 +29,10 @@ class TripletLoss(BasicLoss): loss_avg, loss_num = self.AvgNonZeroReducer(loss) self.info.update({ - 'loss': loss_avg, - 'hard_loss': hard_loss, - 'loss_num': loss_num, - 'mean_dist': mean_dist}) + 'loss': loss_avg.detach().clone(), + 'hard_loss': hard_loss.detach().clone(), + 'loss_num': loss_num.detach().clone(), + 'mean_dist': mean_dist.detach().clone()}) return loss_avg, self.info diff --git a/lib/modeling/models/gaitgl.py b/lib/modeling/models/gaitgl.py index 6a0bc05..7057d8b 100644 --- a/lib/modeling/models/gaitgl.py +++ b/lib/modeling/models/gaitgl.py @@ -63,8 +63,8 @@ class GeMHPP(nn.Module): class GaitGL(BaseModel): """ - Title: Gait Recognition via Effective Global-Local Feature Representation and Local Temporal Aggregation - ICCV2021: https://openaccess.thecvf.com/content/ICCV2021/papers/Lin_Gait_Recognition_via_Effective_Global-Local_Feature_Representation_and_Local_Temporal_ICCV_2021_paper.pdf + GaitGL: Gait Recognition via Effective Global-Local Feature Representation and Local Temporal Aggregation + Arxiv : https://arxiv.org/pdf/2011.01461.pdf """ def __init__(self, *args, **kargs): @@ -73,31 +73,71 @@ class GaitGL(BaseModel): def build_network(self, model_cfg): in_c = model_cfg['channels'] class_num = model_cfg['class_num'] + dataset_name = self.cfgs['data_cfg']['dataset_name'] - # For CASIA-B - self.conv3d = nn.Sequential( - BasicConv3d(1, in_c[0], kernel_size=(3, 3, 3), - stride=(1, 1, 1), padding=(1, 1, 1)), - nn.LeakyReLU(inplace=True) - ) - self.LTA = nn.Sequential( - BasicConv3d(in_c[0], in_c[0], kernel_size=( - 3, 1, 1), stride=(3, 1, 1), padding=(0, 0, 0)), - nn.LeakyReLU(inplace=True) - ) + if dataset_name == 'OUMVLP': + # For OUMVLP + self.conv3d = nn.Sequential( + BasicConv3d(1, in_c[0], kernel_size=(3, 3, 3), + stride=(1, 1, 1), padding=(1, 1, 1)), + nn.LeakyReLU(inplace=True), + BasicConv3d(in_c[0], in_c[0], kernel_size=(3, 3, 3), + stride=(1, 1, 1), padding=(1, 1, 1)), + nn.LeakyReLU(inplace=True), + ) + self.LTA = nn.Sequential( + BasicConv3d(in_c[0], in_c[0], kernel_size=( + 3, 1, 1), stride=(3, 1, 1), padding=(0, 0, 0)), + nn.LeakyReLU(inplace=True) + ) - self.GLConvA0 = GLConv(in_c[0], in_c[1], halving=3, fm_sign=False, kernel_size=( - 3, 3, 3), stride=(1, 1, 1), padding=(1, 1, 1)) - self.MaxPool0 = nn.MaxPool3d(kernel_size=(1, 2, 2), stride=(1, 2, 2)) + self.GLConvA0 = nn.Sequential( + GLConv(in_c[0], in_c[1], halving=1, fm_sign=False, kernel_size=( + 3, 3, 3), stride=(1, 1, 1), padding=(1, 1, 1)), + GLConv(in_c[1], in_c[1], halving=1, fm_sign=False, kernel_size=( + 3, 3, 3), stride=(1, 1, 1), padding=(1, 1, 1)), + ) + self.MaxPool0 = nn.MaxPool3d( + kernel_size=(1, 2, 2), stride=(1, 2, 2)) - self.GLConvA1 = GLConv(in_c[1], in_c[2], halving=3, fm_sign=False, kernel_size=( - 3, 3, 3), stride=(1, 1, 1), padding=(1, 1, 1)) - self.GLConvB2 = GLConv(in_c[2], in_c[2], halving=3, fm_sign=True, kernel_size=( - 3, 3, 3), stride=(1, 1, 1), padding=(1, 1, 1)) + self.GLConvA1 = nn.Sequential( + GLConv(in_c[1], in_c[2], halving=1, fm_sign=False, kernel_size=( + 3, 3, 3), stride=(1, 1, 1), padding=(1, 1, 1)), + GLConv(in_c[2], in_c[2], halving=1, fm_sign=False, kernel_size=( + 3, 3, 3), stride=(1, 1, 1), padding=(1, 1, 1)), + ) + self.GLConvB2 = nn.Sequential( + GLConv(in_c[2], in_c[3], halving=1, fm_sign=False, kernel_size=( + 3, 3, 3), stride=(1, 1, 1), padding=(1, 1, 1)), + GLConv(in_c[3], in_c[3], halving=1, fm_sign=True, kernel_size=( + 3, 3, 3), stride=(1, 1, 1), padding=(1, 1, 1)), + ) + else: + # For CASIA-B or other unstated datasets. + self.conv3d = nn.Sequential( + BasicConv3d(1, in_c[0], kernel_size=(3, 3, 3), + stride=(1, 1, 1), padding=(1, 1, 1)), + nn.LeakyReLU(inplace=True) + ) + self.LTA = nn.Sequential( + BasicConv3d(in_c[0], in_c[0], kernel_size=( + 3, 1, 1), stride=(3, 1, 1), padding=(0, 0, 0)), + nn.LeakyReLU(inplace=True) + ) - self.Head0 = SeparateFCs(64, in_c[2], in_c[2]) - self.Bn = nn.BatchNorm1d(in_c[2]) - self.Head1 = SeparateFCs(64, in_c[2], class_num) + self.GLConvA0 = GLConv(in_c[0], in_c[1], halving=3, fm_sign=False, kernel_size=( + 3, 3, 3), stride=(1, 1, 1), padding=(1, 1, 1)) + self.MaxPool0 = nn.MaxPool3d( + kernel_size=(1, 2, 2), stride=(1, 2, 2)) + + self.GLConvA1 = GLConv(in_c[1], in_c[2], halving=3, fm_sign=False, kernel_size=( + 3, 3, 3), stride=(1, 1, 1), padding=(1, 1, 1)) + self.GLConvB2 = GLConv(in_c[2], in_c[2], halving=3, fm_sign=True, kernel_size=( + 3, 3, 3), stride=(1, 1, 1), padding=(1, 1, 1)) + + self.Head0 = SeparateFCs(64, in_c[-1], in_c[-1]) + self.Bn = nn.BatchNorm1d(in_c[-1]) + self.Head1 = SeparateFCs(64, in_c[-1], class_num) self.TP = PackSequenceWrapper(torch.max) self.HPP = GeMHPP() @@ -105,7 +145,9 @@ class GaitGL(BaseModel): def forward(self, inputs): ipts, labs, _, _, seqL = inputs seqL = None if not self.training else seqL - + if not self.training and len(labs) != 1: + raise ValueError( + 'The input size of each GPU must be 1 in testing mode, but got {}!'.format(len(labs))) sils = ipts[0].unsqueeze(1) del ipts n, _, s, h, w = sils.size() diff --git a/lib/modeling/modules.py b/lib/modeling/modules.py index e9e1487..34c5663 100644 --- a/lib/modeling/modules.py +++ b/lib/modeling/modules.py @@ -191,10 +191,3 @@ def RmBN2dAffine(model): if isinstance(m, nn.BatchNorm2d): m.weight.requires_grad = False m.bias.requires_grad = False - - -def fix_BN(model): - for module in model.modules(): - classname = module.__class__.__name__ - if classname.find('BatchNorm2d') != -1: - module.eval() diff --git a/lib/utils/__init__.py b/lib/utils/__init__.py index 211d424..8f72cd7 100644 --- a/lib/utils/__init__.py +++ b/lib/utils/__init__.py @@ -1,7 +1,7 @@ from .common import get_ddp_module, ddp_all_gather from .common import Odict, Ntuple from .common import get_valid_args -from .common import is_list_or_tuple, is_str, is_list, is_dict, is_tensor, is_array, config_loader, init_seeds, handler, params_count +from .common import is_list_or_tuple, is_bool, is_str, is_list, is_dict, is_tensor, is_array, config_loader, init_seeds, handler, params_count from .common import ts2np, ts2var, np2var, list2var from .common import mkdir, clones from .common import MergeCfgsDict diff --git a/lib/utils/common.py b/lib/utils/common.py index f52fb15..72b75a7 100644 --- a/lib/utils/common.py +++ b/lib/utils/common.py @@ -74,6 +74,10 @@ def is_list_or_tuple(x): return isinstance(x, (list, tuple)) +def is_bool(x): + return isinstance(x, bool) + + def is_str(x): return isinstance(x, str) diff --git a/misc/clean_process.sh b/misc/clean_process.sh new file mode 100644 index 0000000..c3df0ae --- /dev/null +++ b/misc/clean_process.sh @@ -0,0 +1 @@ +kill $(ps aux | grep main.py | grep -v grep | awk '{print $2}') diff --git a/misc/partitions/OUMVLP.json b/misc/partitions/OUMVLP.json new file mode 100644 index 0000000..d701f22 --- /dev/null +++ b/misc/partitions/OUMVLP.json @@ -0,0 +1,10313 @@ +{ + "TRAIN_SET": [ + "00001", + "00003", + "00005", + "00007", + "00009", + "00011", + "00013", + "00015", + "00017", + "00019", + "00021", + "00023", + "00025", + "00027", + "00029", + "00031", + "00033", + "00035", + "00037", + "00039", + "00041", + "00043", + "00045", + "00047", + "00049", + "00051", + "00053", + "00055", + "00057", + "00059", + "00061", + "00063", + "00065", + "00067", + "00069", + "00071", + "00073", + "00075", + "00077", + "00079", + "00081", + "00083", + "00085", + "00087", + "00089", + "00091", + "00093", + "00095", + "00097", + "00099", + "00101", + "00103", + "00105", + "00107", + "00109", + "00111", + "00113", + "00115", + "00117", + "00119", + "00121", + "00123", + "00125", + "00127", + "00129", + "00131", + "00133", + "00135", + "00137", + "00139", + "00141", + "00143", + "00145", + 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default='/home1/data/OUMVLP_rearranged', type=str, + help='Root path for output.') + + +opt = parser.parse_args() + +INPUT_PATH = opt.input_path +OUTPUT_PATH = opt.output_path + + +def mv_dir(src, dst): + shutil.copytree(src, dst) + print(src, dst) + + +sils_name_list = os.listdir(INPUT_PATH) +name_space = 'Silhouette_' +views = sorted(list( + set([each.replace(name_space, '').split('-')[0] for each in sils_name_list]))) +seqs = sorted(list( + set([each.replace(name_space, '').split('-')[1] for each in sils_name_list]))) +ids = list() +for each in sils_name_list: + ids.extend(os.listdir(os.path.join(INPUT_PATH, each))) + + +progress = tqdm(total=len(set(ids))) + + +results = list() +pid = 0 +for _id in sorted(set(ids)): + progress.update(1) + for _view in views: + for _seq in seqs: + seq_info = [_id, _seq, _view] + name = name_space + _view + '-' + _seq + '/' + _id + src = os.path.join(INPUT_PATH, name) + dst = os.path.join(OUTPUT_PATH, *seq_info) + if os.path.exists(src): + try: + if os.path.exists(dst): + pass + else: + os.makedirs(dst) + for subfile in os.listdir(src): + os.symlink(os.path.join(src, subfile), + os.path.join(dst, subfile)) + except OSError as err: + print(err) diff --git a/test.sh b/test.sh index cfb44de..20e7db1 100644 --- a/test.sh +++ b/test.sh @@ -1,5 +1,6 @@ +# # **************** For CASIA-B **************** # # Baseline -# CUDA_VISIBLE_DEVICES=0,1 python -m torch.distributed.launch --nproc_per_node=2 lib/main.py --cfgs ./config/baseline.yaml --phase test +CUDA_VISIBLE_DEVICES=0,1 python -m torch.distributed.launch --nproc_per_node=2 lib/main.py --cfgs ./config/baseline.yaml --phase test # # GaitSet # CUDA_VISIBLE_DEVICES=0,1 python -m torch.distributed.launch --nproc_per_node=2 lib/main.py --cfgs ./config/gaitset.yaml --phase test @@ -8,10 +9,24 @@ # CUDA_VISIBLE_DEVICES=0,1 python -m torch.distributed.launch --nproc_per_node=2 lib/main.py --cfgs ./config/gaitpart.yaml --phase test # GaitGL -# CUDA_VISIBLE_DEVICES=0,1,2,3 python -m torch.distributed.launch --master_port 12345 --nproc_per_node=4 lib/main.py --cfgs ./config/gaitgl.yaml --iter 80000 --phase test +# CUDA_VISIBLE_DEVICES=0,1,2,3 python -m torch.distributed.launch --master_port 12345 --nproc_per_node=4 lib/main.py --cfgs ./config/gaitgl.yaml --phase test # # GLN # # Phase 1 -CUDA_VISIBLE_DEVICES=3,4 python -m torch.distributed.launch --master_port 12345 --nproc_per_node=2 lib/main.py --cfgs ./config/gln/gln_phase1.yaml --phase test +# CUDA_VISIBLE_DEVICES=3,4 python -m torch.distributed.launch --master_port 12345 --nproc_per_node=2 lib/main.py --cfgs ./config/gln/gln_phase1.yaml --phase test # # Phase 2 # CUDA_VISIBLE_DEVICES=2,5 python -m torch.distributed.launch --nproc_per_node=2 lib/main.py --cfgs ./config/gln/gln_phase2.yaml --phase test + + +# # **************** For OUMVLP **************** +# # Baseline +# CUDA_VISIBLE_DEVICES=0,1,2,3,4,5,6,7 python -m torch.distributed.launch --nproc_per_node=8 lib/main.py --cfgs ./config/baseline_OUMVLP.yaml --phase test + +# # GaitSet +# CUDA_VISIBLE_DEVICES=0,1,2,3,4,5,6,7 python -m torch.distributed.launch --nproc_per_node=8 lib/main.py --cfgs ./config/gaitset_OUMVLP.yaml --phase test + +# # GaitPart +# CUDA_VISIBLE_DEVICES=0,1,2,3,4,5,6,7 python -m torch.distributed.launch --nproc_per_node=8 lib/main.py --cfgs ./config/gaitpart_OUMVLP.yaml --phase test + +# GaitGL +# CUDA_VISIBLE_DEVICES=0,1,2,3,4,5,6,7 python -m torch.distributed.launch --nproc_per_node=8 lib/main.py --cfgs ./config/gaitgl_OUMVLP.yaml --phase test diff --git a/train.sh b/train.sh index 2724955..b2b1718 100644 --- a/train.sh +++ b/train.sh @@ -1,5 +1,6 @@ +# # **************** For CASIA-B **************** # # Baseline -# CUDA_VISIBLE_DEVICES=0,1 python -m torch.distributed.launch --nproc_per_node=2 lib/main.py --cfgs ./config/baseline.yaml --phase train +CUDA_VISIBLE_DEVICES=0,1 python -m torch.distributed.launch --nproc_per_node=2 lib/main.py --cfgs ./config/baseline.yaml --phase train # # GaitSet # CUDA_VISIBLE_DEVICES=0,1 python -m torch.distributed.launch --nproc_per_node=2 lib/main.py --cfgs ./config/gaitset.yaml --phase train @@ -8,10 +9,24 @@ # CUDA_VISIBLE_DEVICES=0,1 python -m torch.distributed.launch --nproc_per_node=2 lib/main.py --cfgs ./config/gaitpart.yaml --phase train # GaitGL -#CUDA_VISIBLE_DEVICES=0,1,2,3 python -m torch.distributed.launch --nproc_per_node=4 lib/main.py --cfgs ./config/gaitgl.yaml --phase train +# CUDA_VISIBLE_DEVICES=0,1,2,3 python -m torch.distributed.launch --nproc_per_node=4 lib/main.py --cfgs ./config/gaitgl.yaml --phase train # # GLN # # Phase 1 -CUDA_VISIBLE_DEVICES=2,5,6,7 python -m torch.distributed.launch --nproc_per_node=4 lib/main.py --cfgs ./config/gln/gln_phase1.yaml --phase train +# CUDA_VISIBLE_DEVICES=2,5,6,7 python -m torch.distributed.launch --nproc_per_node=4 lib/main.py --cfgs ./config/gln/gln_phase1.yaml --phase train # # Phase 2 -CUDA_VISIBLE_DEVICES=2,5,6,7 python -m torch.distributed.launch --nproc_per_node=4 lib/main.py --cfgs ./config/gln/gln_phase2.yaml --phase train +# CUDA_VISIBLE_DEVICES=2,5,6,7 python -m torch.distributed.launch --nproc_per_node=4 lib/main.py --cfgs ./config/gln/gln_phase2.yaml --phase train + + +# # **************** For OUMVLP **************** +# # Baseline +# CUDA_VISIBLE_DEVICES=0,1,2,3,4,5,6,7 python -m torch.distributed.launch --nproc_per_node=8 lib/main.py --cfgs ./config/baseline_OUMVLP.yaml --phase train + +# # GaitSet +# CUDA_VISIBLE_DEVICES=0,1,2,3,4,5,6,7 python -m torch.distributed.launch --nproc_per_node=8 lib/main.py --cfgs ./config/gaitset_OUMVLP.yaml --phase train + +# # GaitPart +# CUDA_VISIBLE_DEVICES=0,1,2,3,4,5,6,7 python -m torch.distributed.launch --nproc_per_node=8 lib/main.py --cfgs ./config/gaitpart_OUMVLP.yaml --phase train + +# GaitGL +# CUDA_VISIBLE_DEVICES=0,1,2,3,4,5,6,7 python -m torch.distributed.launch --nproc_per_node=8 lib/main.py --cfgs ./config/gaitgl_OUMVLP.yaml --phase train \ No newline at end of file