From 1ac84b075a6d8e4c2f6cccd63c6bf6c0c8478e16 Mon Sep 17 00:00:00 2001 From: Bin Lu Date: Wed, 13 Oct 2021 15:13:19 +0800 Subject: [PATCH 01/28] Update ace_loss.py --- ppocr/losses/ace_loss.py | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/ppocr/losses/ace_loss.py b/ppocr/losses/ace_loss.py index 9c868520e..bf15f8e3a 100644 --- a/ppocr/losses/ace_loss.py +++ b/ppocr/losses/ace_loss.py @@ -32,6 +32,7 @@ class ACELoss(nn.Layer): def __call__(self, predicts, batch): if isinstance(predicts, (list, tuple)): predicts = predicts[-1] + B, N = predicts.shape[:2] div = paddle.to_tensor([N]).astype('float32') @@ -42,9 +43,7 @@ class ACELoss(nn.Layer): length = batch[2].astype("float32") batch = batch[3].astype("float32") batch[:, 0] = paddle.subtract(div, length) - batch = paddle.divide(batch, div) loss = self.loss_func(aggregation_preds, batch) - return {"loss_ace": loss} From 9fecdbaf276c9399bcc3574eb2dd2107e3ab9599 Mon Sep 17 00:00:00 2001 From: Bin Lu Date: Wed, 13 Oct 2021 15:13:59 +0800 Subject: [PATCH 02/28] Update center_loss.py --- ppocr/losses/center_loss.py | 36 ++++++++++++++++++------------------ 1 file changed, 18 insertions(+), 18 deletions(-) diff --git a/ppocr/losses/center_loss.py b/ppocr/losses/center_loss.py index 72149df19..cbef4df96 100644 --- a/ppocr/losses/center_loss.py +++ b/ppocr/losses/center_loss.py @@ -27,7 +27,6 @@ class CenterLoss(nn.Layer): """ Reference: Wen et al. A Discriminative Feature Learning Approach for Deep Face Recognition. ECCV 2016. """ - def __init__(self, num_classes=6625, feat_dim=96, @@ -37,8 +36,7 @@ class CenterLoss(nn.Layer): self.num_classes = num_classes self.feat_dim = feat_dim self.centers = paddle.randn( - shape=[self.num_classes, self.feat_dim]).astype( - "float64") #random center + shape=[self.num_classes, self.feat_dim]).astype("float64") if init_center: assert os.path.exists( @@ -60,22 +58,23 @@ class CenterLoss(nn.Layer): batch_size = feats_reshape.shape[0] - #calc feat * feat - dist1 = paddle.sum(paddle.square(feats_reshape), axis=1, keepdim=True) - dist1 = paddle.expand(dist1, [batch_size, self.num_classes]) + #calc l2 distance between feats and centers + square_feat = paddle.sum(paddle.square(feats_reshape), + axis=1, + keepdim=True) + square_feat = paddle.expand(square_feat, [batch_size, self.num_classes]) - #dist2 of centers - dist2 = paddle.sum(paddle.square(self.centers), axis=1, - keepdim=True) #num_classes - dist2 = paddle.expand(dist2, - [self.num_classes, batch_size]).astype("float64") - dist2 = paddle.transpose(dist2, [1, 0]) + square_center = paddle.sum(paddle.square(self.centers), + axis=1, + keepdim=True) + square_center = paddle.expand( + square_center, [self.num_classes, batch_size]).astype("float64") + square_center = paddle.transpose(square_center, [1, 0]) - #first x * x + y * y - distmat = paddle.add(dist1, dist2) - tmp = paddle.matmul(feats_reshape, - paddle.transpose(self.centers, [1, 0])) - distmat = distmat - 2.0 * tmp + distmat = paddle.add(square_feat, square_center) + feat_dot_center = paddle.matmul(feats_reshape, + paddle.transpose(self.centers, [1, 0])) + distmat = distmat - 2.0 * feat_dot_center #generate the mask classes = paddle.arange(self.num_classes).astype("int64") @@ -83,7 +82,8 @@ class CenterLoss(nn.Layer): paddle.unsqueeze(label, 1), (batch_size, self.num_classes)) mask = paddle.equal( paddle.expand(classes, [batch_size, self.num_classes]), - label).astype("float64") #get mask + label).astype("float64") dist = paddle.multiply(distmat, mask) + loss = paddle.sum(paddle.clip(dist, min=1e-12, max=1e+12)) / batch_size return {'loss_center': loss} From bb253d6d94e0cdb12f0ebf3a46e46336f3266e6e Mon Sep 17 00:00:00 2001 From: Bin Lu Date: Wed, 13 Oct 2021 15:15:11 +0800 Subject: [PATCH 03/28] Update enhanced_ctc_loss.md --- doc/doc_ch/enhanced_ctc_loss.md | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/doc/doc_ch/enhanced_ctc_loss.md b/doc/doc_ch/enhanced_ctc_loss.md index 309dc712d..5525c7785 100644 --- a/doc/doc_ch/enhanced_ctc_loss.md +++ b/doc/doc_ch/enhanced_ctc_loss.md @@ -16,7 +16,7 @@ Focal Loss 出自论文《Focal Loss for Dense Object Detection》, 该loss最 从上图可以看到, 当γ> 0时,调整系数(1-y’)^γ 赋予易分类样本损失一个更小的权重,使得网络更关注于困难的、错分的样本。 调整因子γ用于调节简单样本权重降低的速率,当γ为0时即为交叉熵损失函数,当γ增加时,调整因子的影响也会随之增大。实验发现γ为2是最优。平衡因子α用来平衡正负样本本身的比例不均,文中α取0.25。 -对于经典的CTC算法,假设某个特征序列(f1, f2, ......ft), 经过CTC解码之后结果等于label的概率为y’, 则CTC解码结果不为label的概率即为(1-y’);不难发现 CTCLoss值和y’有如下关系: +对于经典的CTC算法,假设某个特征序列(f1, f2, ......ft), 经过CTC解码之后结果等于label的概率为y’, 则CTC解码结果不为label的概率即为(1-y’);不难发现, CTCLoss值和y’有如下关系:
@@ -38,7 +38,7 @@ A-CTC Loss是CTC Loss + ACE Loss的简称。 其中ACE Loss出自论文< Aggrega -虽然ACELoss确实如上图所说,可以处理2D预测,在内存占用及推理速度方面具备优势,但在实践过程中,我们发现单独使用ACE Loss, 识别效果并不如CTCLoss. 因此,我们尝试将CTCLoss和ACELoss进行组合,同时以CTCLoss为主,将ACELoss 定位为一个辅助监督loss。 这一尝试收到了效果,在我们内部的实验数据集上,相比单独使用CTCLoss,识别准确率可以提升1%左右。 +虽然ACELoss确实如上图所说,可以处理2D预测,在内存占用及推理速度方面具备优势,但在实践过程中,我们发现单独使用ACE Loss, 识别效果并不如CTCLoss. 因此,我们尝试将CTCLoss和ACELoss进行结合,同时以CTCLoss为主,将ACELoss 定位为一个辅助监督loss。 这一尝试收到了效果,在我们内部的实验数据集上,相比单独使用CTCLoss,识别准确率可以提升1%左右。 A_CTC Loss定义如下:
@@ -47,7 +47,7 @@ A_CTC Loss定义如下: 实验中,λ = 0.1. ACE loss实现代码见: [ace_loss.py](../../ppocr/losses/ace_loss.py) ## 3. C-CTC Loss -C-CTC Loss是CTC Loss + Center Loss的简称。 其中Center Loss出自论文 < A Discriminative Feature Learning Approach for Deep Face Recognition>. 最早用于人脸识别任务,用于增大累间距离,减小类内距离, 是Metric Learning领域一种较早的、也比较常用的一种算法。 +C-CTC Loss是CTC Loss + Center Loss的简称。 其中Center Loss出自论文 < A Discriminative Feature Learning Approach for Deep Face Recognition>. 最早用于人脸识别任务,用于增大类间距离,减小类内距离, 是Metric Learning领域一种较早的、也比较常用的一种算法。 在中文OCR识别任务中,通过对badcase分析, 我们发现中文识别的一大难点是相似字符多,容易误识。 由此我们想到是否可以借鉴Metric Learing的想法, 增大相似字符的类间距,从而提高识别准确率。然而,MetricLearning主要用于图像识别领域,训练数据的标签为一个固定的值;而对于OCR识别来说,其本质上是一个序列识别任务,特征和label之间并不具有显式的对齐关系,因此两者如何结合依然是一个值得探索的方向。 通过尝试Arcmargin, Cosmargin等方法, 我们最终发现Centerloss 有助于进一步提升识别的准确率。C_CTC Loss定义如下:
From 2005cc3e5a85a6d875c9ff22321b5f5072eca8e1 Mon Sep 17 00:00:00 2001 From: stephon Date: Fri, 15 Oct 2021 08:30:51 +0000 Subject: [PATCH 04/28] add amp train --- configs/det/det_mv3_db_amp.yml | 135 +++++++++++++++++++++++++++++++++ tools/program.py | 25 ++++-- tools/train.py | 17 +++++ 3 files changed, 172 insertions(+), 5 deletions(-) create mode 100644 configs/det/det_mv3_db_amp.yml diff --git a/configs/det/det_mv3_db_amp.yml b/configs/det/det_mv3_db_amp.yml new file mode 100644 index 000000000..772342a2d --- /dev/null +++ b/configs/det/det_mv3_db_amp.yml @@ -0,0 +1,135 @@ +Global: + use_gpu: true + epoch_num: 1200 + log_smooth_window: 20 + print_batch_step: 10 + save_model_dir: ./output/db_mv3/ + save_epoch_step: 1200 + # evaluation is run every 2000 iterations + eval_batch_step: [0, 2000] + cal_metric_during_train: False + pretrained_model: ./pretrain_models/MobileNetV3_large_x0_5_pretrained + checkpoints: + save_inference_dir: + use_visualdl: False + infer_img: doc/imgs_en/img_10.jpg + save_res_path: ./output/det_db/predicts_db.txt + +AMP: + scale_loss: 1024.0 + use_dynamic_loss_scaling: True + +Architecture: + model_type: det + algorithm: DB + Transform: + Backbone: + name: MobileNetV3 + scale: 0.5 + model_name: large + Neck: + name: DBFPN + out_channels: 256 + Head: + name: DBHead + k: 50 + +Loss: + name: DBLoss + balance_loss: true + main_loss_type: DiceLoss + alpha: 5 + beta: 10 + ohem_ratio: 3 + +Optimizer: + name: Adam + beta1: 0.9 + beta2: 0.999 + lr: + learning_rate: 0.001 + regularizer: + name: 'L2' + factor: 0 + +PostProcess: + name: DBPostProcess + thresh: 0.3 + box_thresh: 0.6 + max_candidates: 1000 + unclip_ratio: 1.5 + +Metric: + name: DetMetric + main_indicator: hmean + +Train: + dataset: + name: SimpleDataSet + data_dir: ./train_data/icdar2015/text_localization/ + label_file_list: + - ./train_data/icdar2015/text_localization/train_icdar2015_label.txt + ratio_list: [1.0] + transforms: + - DecodeImage: # load image + img_mode: BGR + channel_first: False + - DetLabelEncode: # Class handling label + - IaaAugment: + augmenter_args: + - { 'type': Fliplr, 'args': { 'p': 0.5 } } + - { 'type': Affine, 'args': { 'rotate': [-10, 10] } } + - { 'type': Resize, 'args': { 'size': [0.5, 3] } } + - EastRandomCropData: + size: [640, 640] + max_tries: 50 + keep_ratio: true + - MakeBorderMap: + shrink_ratio: 0.4 + thresh_min: 0.3 + thresh_max: 0.7 + - MakeShrinkMap: + shrink_ratio: 0.4 + min_text_size: 8 + - NormalizeImage: + scale: 1./255. + mean: [0.485, 0.456, 0.406] + std: [0.229, 0.224, 0.225] + order: 'hwc' + - ToCHWImage: + - KeepKeys: + keep_keys: ['image', 'threshold_map', 'threshold_mask', 'shrink_map', 'shrink_mask'] # the order of the dataloader list + loader: + shuffle: True + drop_last: False + batch_size_per_card: 16 + num_workers: 8 + use_shared_memory: False + +Eval: + dataset: + name: SimpleDataSet + data_dir: ./train_data/icdar2015/text_localization/ + label_file_list: + - ./train_data/icdar2015/text_localization/test_icdar2015_label.txt + transforms: + - DecodeImage: # load image + img_mode: BGR + channel_first: False + - DetLabelEncode: # Class handling label + - DetResizeForTest: + image_shape: [736, 1280] + - NormalizeImage: + scale: 1./255. + mean: [0.485, 0.456, 0.406] + std: [0.229, 0.224, 0.225] + order: 'hwc' + - ToCHWImage: + - KeepKeys: + keep_keys: ['image', 'shape', 'polys', 'ignore_tags'] + loader: + shuffle: False + drop_last: False + batch_size_per_card: 1 # must be 1 + num_workers: 8 + use_shared_memory: False diff --git a/tools/program.py b/tools/program.py index 798e6dff2..5963016b6 100755 --- a/tools/program.py +++ b/tools/program.py @@ -226,14 +226,29 @@ def train(config, images = batch[0] if use_srn: model_average = True - if model_type == 'table' or extra_input: - preds = model(images, data=batch[1:]) + + # use amp + if scaler: + with paddle.amp.auto_cast(): + if model_type == 'table' or extra_input: + preds = model(images, data=batch[1:]) + else: + preds = model(images) else: - preds = model(images) + if model_type == 'table' or extra_input: + preds = model(images, data=batch[1:]) + else: + preds = model(images) loss = loss_class(preds, batch) avg_loss = loss['loss'] - avg_loss.backward() - optimizer.step() + + if scaler: + scaled_avg_loss = scaler.scale(avg_loss) + scaled_avg_loss.backward() + scaler.minimize(optimizer, scaled_avg_loss) + else: + avg_loss.backward() + optimizer.step() optimizer.clear_grad() train_batch_cost += time.time() - batch_start diff --git a/tools/train.py b/tools/train.py index 05d295aa9..b34ac9790 100755 --- a/tools/train.py +++ b/tools/train.py @@ -102,6 +102,23 @@ def main(config, device, logger, vdl_writer): if valid_dataloader is not None: logger.info('valid dataloader has {} iters'.format( len(valid_dataloader))) + + use_amp = True if "AMP" in config else False + if use_amp: + AMP_RELATED_FLAGS_SETTING = { + 'FLAGS_cudnn_batchnorm_spatial_persistent': 1, + 'FLAGS_max_inplace_grad_add': 8, + } + paddle.fluid.set_flags(AMP_RELATED_FLAGS_SETTING) + scale_loss = config["AMP"].get("scale_loss", 1.0) + use_dynamic_loss_scaling = config["AMP"].get("use_dynamic_loss_scaling", + False) + scaler = paddle.amp.GradScaler( + init_loss_scaling=scale_loss, + use_dynamic_loss_scaling=use_dynamic_loss_scaling) + else: + scaler = None + # start train program.train(config, train_dataloader, valid_dataloader, device, model, loss_class, optimizer, lr_scheduler, post_process_class, From 8bb9fb7e3d18a23f2e86373c58406a777b04c821 Mon Sep 17 00:00:00 2001 From: stephon Date: Fri, 15 Oct 2021 08:34:27 +0000 Subject: [PATCH 05/28] fix some error --- tools/program.py | 3 ++- tools/train.py | 2 +- 2 files changed, 3 insertions(+), 2 deletions(-) diff --git a/tools/program.py b/tools/program.py index 5963016b6..6456aad5d 100755 --- a/tools/program.py +++ b/tools/program.py @@ -159,7 +159,8 @@ def train(config, eval_class, pre_best_model_dict, logger, - vdl_writer=None): + vdl_writer=None, + scaler=None): cal_metric_during_train = config['Global'].get('cal_metric_during_train', False) log_smooth_window = config['Global']['log_smooth_window'] diff --git a/tools/train.py b/tools/train.py index b34ac9790..49e44112c 100755 --- a/tools/train.py +++ b/tools/train.py @@ -122,7 +122,7 @@ def main(config, device, logger, vdl_writer): # start train program.train(config, train_dataloader, valid_dataloader, device, model, loss_class, optimizer, lr_scheduler, post_process_class, - eval_class, pre_best_model_dict, logger, vdl_writer) + eval_class, pre_best_model_dict, logger, vdl_writer, scaler) def test_reader(config, device, logger): From 987517fd5dff7aae717db66dfaf5fb3e25cf1b53 Mon Sep 17 00:00:00 2001 From: stephon Date: Fri, 15 Oct 2021 09:37:12 +0000 Subject: [PATCH 06/28] add multi_node and amp train in script --- configs/det/det_mv3_db_amp.yml | 4 ++-- tests/configs/ppocr_det_mobile_params.txt | 4 ++-- tests/test_python.sh | 12 ++++++++---- tools/train.py | 8 ++++---- 4 files changed, 16 insertions(+), 12 deletions(-) diff --git a/configs/det/det_mv3_db_amp.yml b/configs/det/det_mv3_db_amp.yml index 772342a2d..640031752 100644 --- a/configs/det/det_mv3_db_amp.yml +++ b/configs/det/det_mv3_db_amp.yml @@ -14,8 +14,8 @@ Global: use_visualdl: False infer_img: doc/imgs_en/img_10.jpg save_res_path: ./output/det_db/predicts_db.txt - -AMP: + #amp related + use_amp: True scale_loss: 1024.0 use_dynamic_loss_scaling: True diff --git a/tests/configs/ppocr_det_mobile_params.txt b/tests/configs/ppocr_det_mobile_params.txt index 5edb14cdb..be14865c5 100644 --- a/tests/configs/ppocr_det_mobile_params.txt +++ b/tests/configs/ppocr_det_mobile_params.txt @@ -1,9 +1,9 @@ ===========================train_params=========================== model_name:ocr_det python:python3.7 -gpu_list:0|0,1 +gpu_list:0|0,1|10.21.226.181,10.21.226.133;0,1 Global.use_gpu:True|True -Global.auto_cast:null +Global.auto_cast:fp32|amp Global.epoch_num:lite_train_infer=1|whole_train_infer=300 Global.save_model_dir:./output/ Train.loader.batch_size_per_card:lite_train_infer=2|whole_train_infer=4 diff --git a/tests/test_python.sh b/tests/test_python.sh index 39b043b80..26045e174 100644 --- a/tests/test_python.sh +++ b/tests/test_python.sh @@ -253,6 +253,11 @@ else env=" " fi for autocast in ${autocast_list[*]}; do + if [ ${autocast} = "amp" ]; then + set_amp_config="Gloabl.use_amp=True Global.scale_loss=1024.0 Global.use_dynamic_loss_scaling=True" + else + set_amp_config=" " + fi for trainer in ${trainer_list[*]}; do flag_quant=False if [ ${trainer} = ${pact_key} ]; then @@ -279,7 +284,6 @@ else if [ ${run_train} = "null" ]; then continue fi - set_autocast=$(func_set_params "${autocast_key}" "${autocast}") set_epoch=$(func_set_params "${epoch_key}" "${epoch_num}") set_pretrain=$(func_set_params "${pretrain_model_key}" "${pretrain_model_value}") @@ -295,11 +299,11 @@ else set_save_model=$(func_set_params "${save_model_key}" "${save_log}") if [ ${#gpu} -le 2 ];then # train with cpu or single gpu - cmd="${python} ${run_train} ${set_use_gpu} ${set_save_model} ${set_epoch} ${set_pretrain} ${set_autocast} ${set_batchsize} ${set_train_params1} " + cmd="${python} ${run_train} ${set_use_gpu} ${set_save_model} ${set_epoch} ${set_pretrain} ${set_autocast} ${set_batchsize} ${set_train_params1} ${set_amp_config} " elif [ ${#gpu} -le 15 ];then # train with multi-gpu - cmd="${python} -m paddle.distributed.launch --gpus=${gpu} ${run_train} ${set_save_model} ${set_epoch} ${set_pretrain} ${set_autocast} ${set_batchsize} ${set_train_params1}" + cmd="${python} -m paddle.distributed.launch --gpus=${gpu} ${run_train} ${set_save_model} ${set_epoch} ${set_pretrain} ${set_autocast} ${set_batchsize} ${set_train_params1} ${set_amp_config}" else # train with multi-machine - cmd="${python} -m paddle.distributed.launch --ips=${ips} --gpus=${gpu} ${run_train} ${set_save_model} ${set_pretrain} ${set_epoch} ${set_autocast} ${set_batchsize} ${set_train_params1}" + cmd="${python} -m paddle.distributed.launch --ips=${ips} --gpus=${gpu} ${run_train} ${set_save_model} ${set_pretrain} ${set_epoch} ${set_autocast} ${set_batchsize} ${set_train_params1} ${set_amp_config}" fi # run train eval "unset CUDA_VISIBLE_DEVICES" diff --git a/tools/train.py b/tools/train.py index 49e44112c..d182af298 100755 --- a/tools/train.py +++ b/tools/train.py @@ -103,16 +103,16 @@ def main(config, device, logger, vdl_writer): logger.info('valid dataloader has {} iters'.format( len(valid_dataloader))) - use_amp = True if "AMP" in config else False + use_amp = config["Global"].get("use_amp", False) if use_amp: AMP_RELATED_FLAGS_SETTING = { 'FLAGS_cudnn_batchnorm_spatial_persistent': 1, 'FLAGS_max_inplace_grad_add': 8, } paddle.fluid.set_flags(AMP_RELATED_FLAGS_SETTING) - scale_loss = config["AMP"].get("scale_loss", 1.0) - use_dynamic_loss_scaling = config["AMP"].get("use_dynamic_loss_scaling", - False) + scale_loss = config["Global"].get("scale_loss", 1.0) + use_dynamic_loss_scaling = config["Global"].get( + "use_dynamic_loss_scaling", False) scaler = paddle.amp.GradScaler( init_loss_scaling=scale_loss, use_dynamic_loss_scaling=use_dynamic_loss_scaling) From 82f19a312fbc93084b776b1391f44f504031a608 Mon Sep 17 00:00:00 2001 From: stephon Date: Fri, 15 Oct 2021 09:39:13 +0000 Subject: [PATCH 07/28] support cpu train in script --- tests/configs/ppocr_det_mobile_params.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/tests/configs/ppocr_det_mobile_params.txt b/tests/configs/ppocr_det_mobile_params.txt index be14865c5..c65ad7182 100644 --- a/tests/configs/ppocr_det_mobile_params.txt +++ b/tests/configs/ppocr_det_mobile_params.txt @@ -2,7 +2,7 @@ model_name:ocr_det python:python3.7 gpu_list:0|0,1|10.21.226.181,10.21.226.133;0,1 -Global.use_gpu:True|True +Global.use_gpu:False|True Global.auto_cast:fp32|amp Global.epoch_num:lite_train_infer=1|whole_train_infer=300 Global.save_model_dir:./output/ From 0e534b2928b3967f4928bdca041712b813bbff67 Mon Sep 17 00:00:00 2001 From: Bin Lu Date: Wed, 20 Oct 2021 10:44:16 +0800 Subject: [PATCH 08/28] Update ppocr_det_mobile_params.txt --- PTDN/configs/ppocr_det_mobile_params.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/PTDN/configs/ppocr_det_mobile_params.txt b/PTDN/configs/ppocr_det_mobile_params.txt index 25c5c0429..ae28c0186 100644 --- a/PTDN/configs/ppocr_det_mobile_params.txt +++ b/PTDN/configs/ppocr_det_mobile_params.txt @@ -2,7 +2,7 @@ model_name:ocr_det python:python3.7 gpu_list:0|0,1|10.21.226.181,10.21.226.133;0,1 -Global.use_gpu:False|True +Global.use_gpu:True|True Global.auto_cast:fp32|amp Global.epoch_num:lite_train_infer=1|whole_train_infer=300 Global.save_model_dir:./output/ From d8afe420bae07b42737a8489cb1fb1c935acdab7 Mon Sep 17 00:00:00 2001 From: Bin Lu Date: Wed, 20 Oct 2021 10:53:10 +0800 Subject: [PATCH 09/28] Update ppocr_det_mobile_params.txt --- PTDN/configs/ppocr_det_mobile_params.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/PTDN/configs/ppocr_det_mobile_params.txt b/PTDN/configs/ppocr_det_mobile_params.txt index ae28c0186..556092cba 100644 --- a/PTDN/configs/ppocr_det_mobile_params.txt +++ b/PTDN/configs/ppocr_det_mobile_params.txt @@ -2,7 +2,7 @@ model_name:ocr_det python:python3.7 gpu_list:0|0,1|10.21.226.181,10.21.226.133;0,1 -Global.use_gpu:True|True +Global.use_gpu:True|True|T Global.auto_cast:fp32|amp Global.epoch_num:lite_train_infer=1|whole_train_infer=300 Global.save_model_dir:./output/ From fd06628695a143b36493563c706e94cb67a6459c Mon Sep 17 00:00:00 2001 From: Bin Lu Date: Wed, 20 Oct 2021 10:53:31 +0800 Subject: [PATCH 10/28] Update ppocr_det_mobile_params.txt --- PTDN/configs/ppocr_det_mobile_params.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/PTDN/configs/ppocr_det_mobile_params.txt b/PTDN/configs/ppocr_det_mobile_params.txt index 556092cba..3d2117d7c 100644 --- a/PTDN/configs/ppocr_det_mobile_params.txt +++ b/PTDN/configs/ppocr_det_mobile_params.txt @@ -2,7 +2,7 @@ model_name:ocr_det python:python3.7 gpu_list:0|0,1|10.21.226.181,10.21.226.133;0,1 -Global.use_gpu:True|True|T +Global.use_gpu:True|True|True Global.auto_cast:fp32|amp Global.epoch_num:lite_train_infer=1|whole_train_infer=300 Global.save_model_dir:./output/ From 87bbd3aca971e6903a7c13781448e03ba1587819 Mon Sep 17 00:00:00 2001 From: topduke <784990967@qq.com> Date: Wed, 20 Oct 2021 13:59:55 +0800 Subject: [PATCH 11/28] use_space_char: True--->False --- configs/rec/rec_mtb_nrtr.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/configs/rec/rec_mtb_nrtr.yml b/configs/rec/rec_mtb_nrtr.yml index 392afc98d..042675008 100644 --- a/configs/rec/rec_mtb_nrtr.yml +++ b/configs/rec/rec_mtb_nrtr.yml @@ -17,7 +17,7 @@ Global: character_dict_path: ppocr/utils/EN_symbol_dict.txt max_text_length: 25 infer_mode: False - use_space_char: True + use_space_char: False save_res_path: ./output/rec/predicts_nrtr.txt Optimizer: From 921c24f54f7021686fa6c4e839658c7a31373b6b Mon Sep 17 00:00:00 2001 From: Bin Lu Date: Wed, 20 Oct 2021 16:02:47 +0800 Subject: [PATCH 12/28] Delete det_mv3_db_amp.yml --- configs/det/det_mv3_db_amp.yml | 135 --------------------------------- 1 file changed, 135 deletions(-) delete mode 100644 configs/det/det_mv3_db_amp.yml diff --git a/configs/det/det_mv3_db_amp.yml b/configs/det/det_mv3_db_amp.yml deleted file mode 100644 index 640031752..000000000 --- a/configs/det/det_mv3_db_amp.yml +++ /dev/null @@ -1,135 +0,0 @@ -Global: - use_gpu: true - epoch_num: 1200 - log_smooth_window: 20 - print_batch_step: 10 - save_model_dir: ./output/db_mv3/ - save_epoch_step: 1200 - # evaluation is run every 2000 iterations - eval_batch_step: [0, 2000] - cal_metric_during_train: False - pretrained_model: ./pretrain_models/MobileNetV3_large_x0_5_pretrained - checkpoints: - save_inference_dir: - use_visualdl: False - infer_img: doc/imgs_en/img_10.jpg - save_res_path: ./output/det_db/predicts_db.txt - #amp related - use_amp: True - scale_loss: 1024.0 - use_dynamic_loss_scaling: True - -Architecture: - model_type: det - algorithm: DB - Transform: - Backbone: - name: MobileNetV3 - scale: 0.5 - model_name: large - Neck: - name: DBFPN - out_channels: 256 - Head: - name: DBHead - k: 50 - -Loss: - name: DBLoss - balance_loss: true - main_loss_type: DiceLoss - alpha: 5 - beta: 10 - ohem_ratio: 3 - -Optimizer: - name: Adam - beta1: 0.9 - beta2: 0.999 - lr: - learning_rate: 0.001 - regularizer: - name: 'L2' - factor: 0 - -PostProcess: - name: DBPostProcess - thresh: 0.3 - box_thresh: 0.6 - max_candidates: 1000 - unclip_ratio: 1.5 - -Metric: - name: DetMetric - main_indicator: hmean - -Train: - dataset: - name: SimpleDataSet - data_dir: ./train_data/icdar2015/text_localization/ - label_file_list: - - ./train_data/icdar2015/text_localization/train_icdar2015_label.txt - ratio_list: [1.0] - transforms: - - DecodeImage: # load image - img_mode: BGR - channel_first: False - - DetLabelEncode: # Class handling label - - IaaAugment: - augmenter_args: - - { 'type': Fliplr, 'args': { 'p': 0.5 } } - - { 'type': Affine, 'args': { 'rotate': [-10, 10] } } - - { 'type': Resize, 'args': { 'size': [0.5, 3] } } - - EastRandomCropData: - size: [640, 640] - max_tries: 50 - keep_ratio: true - - MakeBorderMap: - shrink_ratio: 0.4 - thresh_min: 0.3 - thresh_max: 0.7 - - MakeShrinkMap: - shrink_ratio: 0.4 - min_text_size: 8 - - NormalizeImage: - scale: 1./255. - mean: [0.485, 0.456, 0.406] - std: [0.229, 0.224, 0.225] - order: 'hwc' - - ToCHWImage: - - KeepKeys: - keep_keys: ['image', 'threshold_map', 'threshold_mask', 'shrink_map', 'shrink_mask'] # the order of the dataloader list - loader: - shuffle: True - drop_last: False - batch_size_per_card: 16 - num_workers: 8 - use_shared_memory: False - -Eval: - dataset: - name: SimpleDataSet - data_dir: ./train_data/icdar2015/text_localization/ - label_file_list: - - ./train_data/icdar2015/text_localization/test_icdar2015_label.txt - transforms: - - DecodeImage: # load image - img_mode: BGR - channel_first: False - - DetLabelEncode: # Class handling label - - DetResizeForTest: - image_shape: [736, 1280] - - NormalizeImage: - scale: 1./255. - mean: [0.485, 0.456, 0.406] - std: [0.229, 0.224, 0.225] - order: 'hwc' - - ToCHWImage: - - KeepKeys: - keep_keys: ['image', 'shape', 'polys', 'ignore_tags'] - loader: - shuffle: False - drop_last: False - batch_size_per_card: 1 # must be 1 - num_workers: 8 - use_shared_memory: False From 03710112b93e4e7da474907ceed8031a8df97602 Mon Sep 17 00:00:00 2001 From: Bin Lu Date: Wed, 20 Oct 2021 22:00:07 +0800 Subject: [PATCH 13/28] Update test_train_inference_python.sh --- PTDN/test_train_inference_python.sh | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/PTDN/test_train_inference_python.sh b/PTDN/test_train_inference_python.sh index b34634292..7349eac91 100644 --- a/PTDN/test_train_inference_python.sh +++ b/PTDN/test_train_inference_python.sh @@ -259,7 +259,7 @@ else fi for autocast in ${autocast_list[*]}; do if [ ${autocast} = "amp" ]; then - set_amp_config="Gloabl.use_amp=True Global.scale_loss=1024.0 Global.use_dynamic_loss_scaling=True" + set_amp_config="Global.use_amp=True Global.scale_loss=1024.0 Global.use_dynamic_loss_scaling=True" else set_amp_config=" " fi From e4412e776c95d4497ec4af2c42135049b0fece32 Mon Sep 17 00:00:00 2001 From: tink2123 Date: Thu, 21 Oct 2021 14:27:40 +0800 Subject: [PATCH 14/28] add PTDN serving doc --- PTDN/docs/test_inference_cpp.md | 18 ++--- PTDN/docs/test_serving.md | 78 +++++++++++++++++++ PTDN/docs/test_train_inference_python.md | 32 ++++---- ...t_serving.sh => test_inference_serving.sh} | 6 +- 4 files changed, 106 insertions(+), 28 deletions(-) create mode 100644 PTDN/docs/test_serving.md rename PTDN/{test_serving.sh => test_inference_serving.sh} (98%) diff --git a/PTDN/docs/test_inference_cpp.md b/PTDN/docs/test_inference_cpp.md index 140860cb5..4a4fa37a0 100644 --- a/PTDN/docs/test_inference_cpp.md +++ b/PTDN/docs/test_inference_cpp.md @@ -6,7 +6,7 @@ C++预测功能测试的主程序为`test_inference_cpp.sh`,可以测试基于 基于训练是否使用量化,进行本测试的模型可以分为`正常模型`和`量化模型`,这两类模型对应的C++预测功能汇总如下: -| 模型类型 |device | batchsize | tensorrt | mkldnn | cpu多线程 | +| 模型类型 |device | batchsize | tensorrt | mkldnn | cpu多线程 | | ---- | ---- | ---- | :----: | :----: | :----: | | 正常模型 | GPU | 1/6 | fp32/fp16 | - | - | | 正常模型 | CPU | 1/6 | - | fp32 | 支持 | @@ -15,17 +15,17 @@ C++预测功能测试的主程序为`test_inference_cpp.sh`,可以测试基于 ## 2. 测试流程 ### 2.1 功能测试 -先运行`prepare.sh`准备数据和模型,然后运行`test_inference_cpp.sh`进行测试,最终在```tests/output```目录下生成`cpp_infer_*.log`后缀的日志文件。 +先运行`prepare.sh`准备数据和模型,然后运行`test_inference_cpp.sh`进行测试,最终在```PTDN/output```目录下生成`cpp_infer_*.log`后缀的日志文件。 ```shell -bash tests/prepare.sh ./tests/configs/ppocr_det_mobile_params.txt "cpp_infer" +bash PTDN/prepare.sh ./PTDN/configs/ppocr_det_mobile_params.txt "cpp_infer" # 用法1: -bash tests/test_inference_cpp.sh ./tests/configs/ppocr_det_mobile_params.txt +bash PTDN/test_inference_cpp.sh ./PTDN/configs/ppocr_det_mobile_params.txt # 用法2: 指定GPU卡预测,第三个传入参数为GPU卡号 -bash tests/test_inference_cpp.sh ./tests/configs/ppocr_det_mobile_params.txt '1' +bash PTDN/test_inference_cpp.sh ./PTDN/configs/ppocr_det_mobile_params.txt '1' ``` - + ### 2.2 精度测试 @@ -37,12 +37,12 @@ bash tests/test_inference_cpp.sh ./tests/configs/ppocr_det_mobile_params.txt '1' #### 使用方式 运行命令: ```shell -python3.7 tests/compare_results.py --gt_file=./tests/results/cpp_*.txt --log_file=./tests/output/cpp_*.log --atol=1e-3 --rtol=1e-3 +python3.7 PTDN/compare_results.py --gt_file=./PTDN/results/cpp_*.txt --log_file=./PTDN/output/cpp_*.log --atol=1e-3 --rtol=1e-3 ``` 参数介绍: -- gt_file: 指向事先保存好的预测结果路径,支持*.txt 结尾,会自动索引*.txt格式的文件,文件默认保存在tests/result/ 文件夹下 -- log_file: 指向运行tests/test.sh 脚本的infer模式保存的预测日志,预测日志中打印的有预测结果,比如:文本框,预测文本,类别等等,同样支持infer_*.log格式传入 +- gt_file: 指向事先保存好的预测结果路径,支持*.txt 结尾,会自动索引*.txt格式的文件,文件默认保存在PTDN/result/ 文件夹下 +- log_file: 指向运行PTDN/test.sh 脚本的infer模式保存的预测日志,预测日志中打印的有预测结果,比如:文本框,预测文本,类别等等,同样支持infer_*.log格式传入 - atol: 设置的绝对误差 - rtol: 设置的相对误差 diff --git a/PTDN/docs/test_serving.md b/PTDN/docs/test_serving.md new file mode 100644 index 000000000..c71927d24 --- /dev/null +++ b/PTDN/docs/test_serving.md @@ -0,0 +1,78 @@ +# PaddleServing预测功能测试 + +PaddleServing预测功能测试的主程序为`test_inference_serving.sh`,可以测试基于PaddleServing的部署功能。 + +## 1. 测试结论汇总 + +基于训练是否使用量化,进行本测试的模型可以分为`正常模型`和`量化模型`,这两类模型对应的C++预测功能汇总如下: + +| 模型类型 |device | batchsize | tensorrt | mkldnn | cpu多线程 | +| ---- | ---- | ---- | :----: | :----: | :----: | +| 正常模型 | GPU | 1/6 | fp32/fp16 | - | - | +| 正常模型 | CPU | 1/6 | - | fp32 | 支持 | +| 量化模型 | GPU | 1/6 | int8 | - | - | +| 量化模型 | CPU | 1/6 | - | int8 | 支持 | + +## 2. 测试流程 +### 2.1 功能测试 +先运行`prepare.sh`准备数据和模型,然后运行`test_inference_serving.sh`进行测试,最终在```PTDN/output```目录下生成`serving_infer_*.log`后缀的日志文件。 + +```shell +bash PTDN/prepare.sh ./PTDN/configs/ppocr_det_mobile_params.txt "serving_infer" + +# 用法: +bash PTND/test_inference_serving.sh ./PTDN/configs/ppocr_det_mobile_params.txt +``` + +#### 运行结果 + +各测试的运行情况会打印在 `PTDN/output/results_serving.log` 中: +运行成功时会输出: + +``` +Run successfully with command - python3.7 pipeline_http_client.py --image_dir=../../doc/imgs > ../../tests/output/server_infer_cpu_usemkldnn_True_threads_1_batchsize_1.log 2>&1 ! +Run successfully with command - xxxxx +... +``` + +运行失败时会输出: + +``` +Run failed with command - python3.7 pipeline_http_client.py --image_dir=../../doc/imgs > ../../tests/output/server_infer_cpu_usemkldnn_True_threads_1_batchsize_1.log 2>&1 ! +Run failed with command - python3.7 pipeline_http_client.py --image_dir=../../doc/imgs > ../../tests/output/server_infer_cpu_usemkldnn_True_threads_6_batchsize_1.log 2>&1 ! +Run failed with command - xxxxx +... +``` + +详细的预测结果会存在 PTDN/output/ 文件夹下,例如`server_infer_gpu_usetrt_True_precision_fp16_batchsize_1.log`中会返回检测框的坐标: + +``` +{'err_no': 0, 'err_msg': '', 'key': ['dt_boxes'], 'value': ['[[[ 78. 642.]\n [409. 640.]\n [409. 657.]\n +[ 78. 659.]]\n\n [[ 75. 614.]\n [211. 614.]\n [211. 635.]\n [ 75. 635.]]\n\n +[[103. 554.]\n [135. 554.]\n [135. 575.]\n [103. 575.]]\n\n [[ 75. 531.]\n +[347. 531.]\n [347. 549.]\n [ 75. 549.] ]\n\n [[ 76. 503.]\n [309. 498.]\n +[309. 521.]\n [ 76. 526.]]\n\n [[163. 462.]\n [317. 462.]\n [317. 493.]\n +[163. 493.]]\n\n [[324. 431.]\n [414. 431.]\n [414. 452.]\n [324. 452.]]\n\n +[[ 76. 412.]\n [208. 408.]\n [209. 424.]\n [ 76. 428.]]\n\n [[307. 409.]\n +[428. 409.]\n [428. 426.]\n [307 . 426.]]\n\n [[ 74. 385.]\n [217. 382.]\n +[217. 400.]\n [ 74. 403.]]\n\n [[308. 381.]\n [427. 380.]\n [427. 400.]\n +[308. 401.]]\n\n [[ 74. 363.]\n [195. 362.]\n [195. 378.]\n [ 74. 379.]]\n\n +[[303. 359.]\n [423. 357.]\n [423. 375.]\n [303. 377.]]\n\n [[ 70. 336.]\n +[239. 334.]\n [239. 354.]\ n [ 70. 356.]]\n\n [[ 70. 312.]\n [204. 310.]\n +[204. 327.]\n [ 70. 330.]]\n\n [[303. 308.]\n [419. 306.]\n [419. 326.]\n +[303. 328.]]\n\n [[113. 2 72.]\n [246. 270.]\n [247. 299.]\n [113. 301.]]\n\n + [[361. 269.]\n [384. 269.]\n [384. 296.]\n [361. 296.]]\n\n [[ 70. 250.]\n + [243. 246.]\n [243. 265.]\n [ 70. 269.]]\n\n [[ 65. 221.]\n [187. 220.]\n +[187. 240.]\n [ 65. 241.]]\n\n [[337. 216.]\n [382. 216.]\n [382. 240.]\n +[337. 240.]]\n\n [ [ 65. 196.]\n [247. 193.]\n [247. 213.]\n [ 65. 216.]]\n\n +[[296. 197.]\n [423. 191.]\n [424. 209.]\n [296. 215.]]\n\n [[ 65. 167.]\n [244. 167.]\n +[244. 186.]\n [ 65. 186.]]\n\n [[ 67. 139.]\n [290. 139.]\n [290. 159.]\n [ 67. 159.]]\n\n +[[ 68. 113.]\n [410. 113.]\n [410. 128.]\n [ 68. 129.] ]\n\n [[277. 87.]\n [416. 87.]\n +[416. 108.]\n [277. 108.]]\n\n [[ 79. 28.]\n [132. 28.]\n [132. 62.]\n [ 79. 62.]]\n\n +[[163. 17.]\n [410. 14.]\n [410. 50.]\n [163. 53.]]]']} +``` + + +## 3. 更多教程 + +本文档为功能测试用,更详细的Serving预测使用教程请参考:[PPOCR 服务化部署](https://github.com/PaddlePaddle/PaddleOCR/blob/dygraph/deploy/pdserving/README_CN.md) diff --git a/PTDN/docs/test_train_inference_python.md b/PTDN/docs/test_train_inference_python.md index 8c468ffd3..79cf5eb53 100644 --- a/PTDN/docs/test_train_inference_python.md +++ b/PTDN/docs/test_train_inference_python.md @@ -19,7 +19,7 @@ - 预测相关:基于训练是否使用量化,可以将训练产出的模型可以分为`正常模型`和`量化模型`,这两类模型对应的预测功能汇总如下, -| 模型类型 |device | batchsize | tensorrt | mkldnn | cpu多线程 | +| 模型类型 |device | batchsize | tensorrt | mkldnn | cpu多线程 | | ---- | ---- | ---- | :----: | :----: | :----: | | 正常模型 | GPU | 1/6 | fp32/fp16 | - | - | | 正常模型 | CPU | 1/6 | - | fp32 | 支持 | @@ -46,42 +46,42 @@ ### 2.2 功能测试 -先运行`prepare.sh`准备数据和模型,然后运行`test_train_inference_python.sh`进行测试,最终在```tests/output```目录下生成`python_infer_*.log`格式的日志文件。 +先运行`prepare.sh`准备数据和模型,然后运行`test_train_inference_python.sh`进行测试,最终在```PTDN/output```目录下生成`python_infer_*.log`格式的日志文件。 `test_train_inference_python.sh`包含5种运行模式,每种模式的运行数据不同,分别用于测试速度和精度,分别是: - 模式1:lite_train_infer,使用少量数据训练,用于快速验证训练到预测的走通流程,不验证精度和速度; ```shell -bash tests/prepare.sh ./tests/configs/ppocr_det_mobile_params.txt 'lite_train_infer' -bash tests/test_train_inference_python.sh ./tests/configs/ppocr_det_mobile_params.txt 'lite_train_infer' +bash PTDN/prepare.sh ./PTDN/configs/ppocr_det_mobile_params.txt 'lite_train_infer' +bash PTDN/test_train_inference_python.sh ./PTDN/configs/ppocr_det_mobile_params.txt 'lite_train_infer' ``` - 模式2:whole_infer,使用少量数据训练,一定量数据预测,用于验证训练后的模型执行预测,预测速度是否合理; ```shell -bash tests/prepare.sh ./tests/configs/ppocr_det_mobile_params.txt 'whole_infer' -bash tests/test_train_inference_python.sh ./tests/configs/ppocr_det_mobile_params.txt 'whole_infer' +bash PTDN/prepare.sh ./PTDN/configs/ppocr_det_mobile_params.txt 'whole_infer' +bash PTDN/test_train_inference_python.sh ./PTDN/configs/ppocr_det_mobile_params.txt 'whole_infer' ``` - 模式3:infer,不训练,全量数据预测,走通开源模型评估、动转静,检查inference model预测时间和精度; ```shell -bash tests/prepare.sh ./tests/configs/ppocr_det_mobile_params.txt 'infer' +bash PTDN/prepare.sh ./PTDN/configs/ppocr_det_mobile_params.txt 'infer' # 用法1: -bash tests/test_train_inference_python.sh ./tests/configs/ppocr_det_mobile_params.txt 'infer' +bash PTDN/test_train_inference_python.sh ./PTDN/configs/ppocr_det_mobile_params.txt 'infer' # 用法2: 指定GPU卡预测,第三个传入参数为GPU卡号 -bash tests/test_train_inference_python.sh ./tests/configs/ppocr_det_mobile_params.txt 'infer' '1' +bash PTDN/test_train_inference_python.sh ./PTDN/configs/ppocr_det_mobile_params.txt 'infer' '1' ``` - 模式4:whole_train_infer,CE: 全量数据训练,全量数据预测,验证模型训练精度,预测精度,预测速度; ```shell -bash tests/prepare.sh ./tests/configs/ppocr_det_mobile_params.txt 'whole_train_infer' -bash tests/test_train_inference_python.sh ./tests/configs/ppocr_det_mobile_params.txt 'whole_train_infer' +bash PTDN/prepare.sh ./PTDN/configs/ppocr_det_mobile_params.txt 'whole_train_infer' +bash PTDN/test_train_inference_python.sh ./PTDN/configs/ppocr_det_mobile_params.txt 'whole_train_infer' ``` - 模式5:klquant_infer,测试离线量化; ```shell -bash tests/prepare.sh ./tests/configs/ppocr_det_mobile_params.txt 'klquant_infer' -bash tests/test_train_inference_python.sh tests/configs/ppocr_det_mobile_params.txt 'klquant_infer' +bash PTDN/prepare.sh ./PTDN/configs/ppocr_det_mobile_params.txt 'klquant_infer' +bash PTDN/test_train_inference_python.sh PTDN/configs/ppocr_det_mobile_params.txt 'klquant_infer' ``` @@ -95,12 +95,12 @@ bash tests/test_train_inference_python.sh tests/configs/ppocr_det_mobile_params. #### 使用方式 运行命令: ```shell -python3.7 tests/compare_results.py --gt_file=./tests/results/python_*.txt --log_file=./tests/output/python_*.log --atol=1e-3 --rtol=1e-3 +python3.7 PTDN/compare_results.py --gt_file=./PTDN/results/python_*.txt --log_file=./PTDN/output/python_*.log --atol=1e-3 --rtol=1e-3 ``` 参数介绍: -- gt_file: 指向事先保存好的预测结果路径,支持*.txt 结尾,会自动索引*.txt格式的文件,文件默认保存在tests/result/ 文件夹下 -- log_file: 指向运行tests/test.sh 脚本的infer模式保存的预测日志,预测日志中打印的有预测结果,比如:文本框,预测文本,类别等等,同样支持infer_*.log格式传入 +- gt_file: 指向事先保存好的预测结果路径,支持*.txt 结尾,会自动索引*.txt格式的文件,文件默认保存在PTDN/result/ 文件夹下 +- log_file: 指向运行PTDN/test.sh 脚本的infer模式保存的预测日志,预测日志中打印的有预测结果,比如:文本框,预测文本,类别等等,同样支持infer_*.log格式传入 - atol: 设置的绝对误差 - rtol: 设置的相对误差 diff --git a/PTDN/test_serving.sh b/PTDN/test_inference_serving.sh similarity index 98% rename from PTDN/test_serving.sh rename to PTDN/test_inference_serving.sh index ec79a46c9..af66d70d7 100644 --- a/PTDN/test_serving.sh +++ b/PTDN/test_inference_serving.sh @@ -1,5 +1,5 @@ #!/bin/bash -source tests/common_func.sh +source PTDN/common_func.sh FILENAME=$1 dataline=$(awk 'NR==67, NR==83{print}' $FILENAME) @@ -36,8 +36,8 @@ web_precision_key=$(func_parser_key "${lines[15]}") web_precision_list=$(func_parser_value "${lines[15]}") pipeline_py=$(func_parser_value "${lines[16]}") -LOG_PATH="../../tests/output" -mkdir -p ./tests/output +LOG_PATH="../../PTDN/output" +mkdir -p ./PTDN/output status_log="${LOG_PATH}/results_serving.log" function func_serving(){ From f00870e32c01e600f5aba8a1bb9fbbb3d02c7078 Mon Sep 17 00:00:00 2001 From: tink2123 Date: Thu, 21 Oct 2021 14:40:47 +0800 Subject: [PATCH 15/28] update doc --- PTDN/docs/test_inference_cpp.md | 2 +- PTDN/docs/test_train_inference_python.md | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/PTDN/docs/test_inference_cpp.md b/PTDN/docs/test_inference_cpp.md index 4a4fa37a0..25db1b5b6 100644 --- a/PTDN/docs/test_inference_cpp.md +++ b/PTDN/docs/test_inference_cpp.md @@ -42,7 +42,7 @@ python3.7 PTDN/compare_results.py --gt_file=./PTDN/results/cpp_*.txt --log_file 参数介绍: - gt_file: 指向事先保存好的预测结果路径,支持*.txt 结尾,会自动索引*.txt格式的文件,文件默认保存在PTDN/result/ 文件夹下 -- log_file: 指向运行PTDN/test.sh 脚本的infer模式保存的预测日志,预测日志中打印的有预测结果,比如:文本框,预测文本,类别等等,同样支持infer_*.log格式传入 +- log_file: 指向运行PTDN/test_inference_cpp.sh 脚本的infer模式保存的预测日志,预测日志中打印的有预测结果,比如:文本框,预测文本,类别等等,同样支持cpp_infer_*.log格式传入 - atol: 设置的绝对误差 - rtol: 设置的相对误差 diff --git a/PTDN/docs/test_train_inference_python.md b/PTDN/docs/test_train_inference_python.md index 79cf5eb53..89885ddfa 100644 --- a/PTDN/docs/test_train_inference_python.md +++ b/PTDN/docs/test_train_inference_python.md @@ -100,7 +100,7 @@ python3.7 PTDN/compare_results.py --gt_file=./PTDN/results/python_*.txt --log_f 参数介绍: - gt_file: 指向事先保存好的预测结果路径,支持*.txt 结尾,会自动索引*.txt格式的文件,文件默认保存在PTDN/result/ 文件夹下 -- log_file: 指向运行PTDN/test.sh 脚本的infer模式保存的预测日志,预测日志中打印的有预测结果,比如:文本框,预测文本,类别等等,同样支持infer_*.log格式传入 +- log_file: 指向运行PTDN/test_train_inference_python.sh 脚本的infer模式保存的预测日志,预测日志中打印的有预测结果,比如:文本框,预测文本,类别等等,同样支持python_infer_*.log格式传入 - atol: 设置的绝对误差 - rtol: 设置的相对误差 From a5792e68c1186ad0e918dd86d72d973f46b95eab Mon Sep 17 00:00:00 2001 From: MissPenguin Date: Thu, 21 Oct 2021 06:42:07 +0000 Subject: [PATCH 16/28] update doc --- PTDN/readme.md | 23 ++++++++++++----------- 1 file changed, 12 insertions(+), 11 deletions(-) diff --git a/PTDN/readme.md b/PTDN/readme.md index 69977fac0..b32e0cab2 100644 --- a/PTDN/readme.md +++ b/PTDN/readme.md @@ -15,20 +15,21 @@ **字段说明:** - 基础训练预测:包括模型训练、Paddle Inference Python预测。 -- 其他:包括Paddle Inference C++预测、Paddle Serving部署、Paddle-Lite部署等。 +- 训练扩展:包括多机多卡、混合精度。 +- 模型压缩:包括裁剪、离线/在线量化、蒸馏。 +- 其他预测部署:包括Paddle Inference C++预测、Paddle Serving部署、Paddle-Lite部署等。 - -| 算法论文 | 模型名称 | 模型类型 | 基础训练预测 | 其他 | -| :--- | :--- | :----: | :--------: | :---- | -| DB |ch_ppocr_mobile_v2.0_det | 检测 | 支持 | Paddle Inference: C++
Paddle Serving: Python, C++
Paddle-Lite:
(1) ARM CPU(C++) | -| DB |ch_ppocr_server_v2.0_det | 检测 | 支持 | Paddle Inference: C++
Paddle Serving: Python, C++
Paddle-Lite:
(1) ARM CPU(C++) | +| 算法论文 | 模型名称 | 模型类型 | 基础训练预测 | 训练扩展 | 模型压缩 | 其他预测部署 | +| :--- | :--- | :----: | :--------: | :---- | :---- | :---- | +| DB |ch_ppocr_mobile_v2.0_det | 检测 | 支持 | 多机多卡
混合精度 | 正常训练:PACT量化
离线量化(无需训练)| Paddle Inference: C++
Paddle Serving: Python, C++
Paddle-Lite:
(1) ARM CPU(C++) | +| DB |ch_ppocr_server_v2.0_det | 检测 | 支持 | 多机多卡
混合精度 | 正常训练:PACT量化
离线量化(无需训练) Paddle Inference: C++
Paddle Serving: Python, C++
Paddle-Lite:
(1) ARM CPU(C++) | | DB |ch_PP-OCRv2_det | 检测 | -| CRNN |ch_ppocr_mobile_v2.0_rec | 识别 | 支持 | Paddle Inference: C++
Paddle Serving: Python, C++
Paddle-Lite:
(1) ARM CPU(C++) | -| CRNN |ch_ppocr_server_v2.0_rec | 识别 | 支持 | Paddle Inference: C++
Paddle Serving: Python, C++
Paddle-Lite:
(1) ARM CPU(C++) | +| CRNN |ch_ppocr_mobile_v2.0_rec | 识别 | 支持 | 多机多卡
混合精度 | 正常训练:PACT量化
离线量化(无需训练) Paddle Inference: C++
Paddle Serving: Python, C++
Paddle-Lite:
(1) ARM CPU(C++) | +| CRNN |ch_ppocr_server_v2.0_rec | 识别 | 支持 | 多机多卡
混合精度 | 正常训练:PACT量化
离线量化(无需训练) Paddle Inference: C++
Paddle Serving: Python, C++
Paddle-Lite:
(1) ARM CPU(C++) | | CRNN |ch_PP-OCRv2_rec | 识别 | -| PP-OCR |ch_ppocr_mobile_v2.0 | 检测+识别 | 支持 | Paddle Inference: C++
Paddle Serving: Python, C++
Paddle-Lite:
(1) ARM CPU(C++) | -| PP-OCR |ch_ppocr_server_v2.0 | 检测+识别 | 支持 | Paddle Inference: C++
Paddle Serving: Python, C++
Paddle-Lite:
(1) ARM CPU(C++) | -|PP-OCRv2|ch_PP-OCRv2 | 检测+识别 | 支持 | Paddle Inference: C++
Paddle Serving: Python, C++
Paddle-Lite:
(1) ARM CPU(C++) | +| PP-OCR |ch_ppocr_mobile_v2.0 | 检测+识别 | 支持 | 多机多卡
混合精度 | 正常训练:PACT量化
离线量化(无需训练) Paddle Inference: C++
Paddle Serving: Python, C++
Paddle-Lite:
(1) ARM CPU(C++) | +| PP-OCR |ch_ppocr_server_v2.0 | 检测+识别 | 支持 | 多机多卡
混合精度 | 正常训练:PACT量化
离线量化(无需训练) Paddle Inference: C++
Paddle Serving: Python, C++
Paddle-Lite:
(1) ARM CPU(C++) | +|PP-OCRv2|ch_PP-OCRv2 | 检测+识别 | 支持 | 多机多卡
混合精度 | 正常训练:PACT量化
离线量化(无需训练) Paddle Inference: C++
Paddle Serving: Python, C++
Paddle-Lite:
(1) ARM CPU(C++) | | DB |det_mv3_db_v2.0 | 检测 | | DB |det_r50_vd_db_v2.0 | 检测 | | EAST |det_mv3_east_v2.0 | 检测 | From 4e49ad91cab17644116efe45ab4204aa845e7d23 Mon Sep 17 00:00:00 2001 From: MissPenguin Date: Thu, 21 Oct 2021 06:43:28 +0000 Subject: [PATCH 17/28] update doc --- PTDN/readme.md | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/PTDN/readme.md b/PTDN/readme.md index b32e0cab2..45060ab0a 100644 --- a/PTDN/readme.md +++ b/PTDN/readme.md @@ -22,14 +22,14 @@ | 算法论文 | 模型名称 | 模型类型 | 基础训练预测 | 训练扩展 | 模型压缩 | 其他预测部署 | | :--- | :--- | :----: | :--------: | :---- | :---- | :---- | | DB |ch_ppocr_mobile_v2.0_det | 检测 | 支持 | 多机多卡
混合精度 | 正常训练:PACT量化
离线量化(无需训练)| Paddle Inference: C++
Paddle Serving: Python, C++
Paddle-Lite:
(1) ARM CPU(C++) | -| DB |ch_ppocr_server_v2.0_det | 检测 | 支持 | 多机多卡
混合精度 | 正常训练:PACT量化
离线量化(无需训练) Paddle Inference: C++
Paddle Serving: Python, C++
Paddle-Lite:
(1) ARM CPU(C++) | +| DB |ch_ppocr_server_v2.0_det | 检测 | 支持 | 多机多卡
混合精度 | 正常训练:PACT量化
离线量化(无需训练)| Paddle Inference: C++
Paddle Serving: Python, C++
Paddle-Lite:
(1) ARM CPU(C++) | | DB |ch_PP-OCRv2_det | 检测 | -| CRNN |ch_ppocr_mobile_v2.0_rec | 识别 | 支持 | 多机多卡
混合精度 | 正常训练:PACT量化
离线量化(无需训练) Paddle Inference: C++
Paddle Serving: Python, C++
Paddle-Lite:
(1) ARM CPU(C++) | -| CRNN |ch_ppocr_server_v2.0_rec | 识别 | 支持 | 多机多卡
混合精度 | 正常训练:PACT量化
离线量化(无需训练) Paddle Inference: C++
Paddle Serving: Python, C++
Paddle-Lite:
(1) ARM CPU(C++) | +| CRNN |ch_ppocr_mobile_v2.0_rec | 识别 | 支持 | 多机多卡
混合精度 | 正常训练:PACT量化
离线量化(无需训练)| Paddle Inference: C++
Paddle Serving: Python, C++
Paddle-Lite:
(1) ARM CPU(C++) | +| CRNN |ch_ppocr_server_v2.0_rec | 识别 | 支持 | 多机多卡
混合精度 | 正常训练:PACT量化
离线量化(无需训练)| Paddle Inference: C++
Paddle Serving: Python, C++
Paddle-Lite:
(1) ARM CPU(C++) | | CRNN |ch_PP-OCRv2_rec | 识别 | -| PP-OCR |ch_ppocr_mobile_v2.0 | 检测+识别 | 支持 | 多机多卡
混合精度 | 正常训练:PACT量化
离线量化(无需训练) Paddle Inference: C++
Paddle Serving: Python, C++
Paddle-Lite:
(1) ARM CPU(C++) | -| PP-OCR |ch_ppocr_server_v2.0 | 检测+识别 | 支持 | 多机多卡
混合精度 | 正常训练:PACT量化
离线量化(无需训练) Paddle Inference: C++
Paddle Serving: Python, C++
Paddle-Lite:
(1) ARM CPU(C++) | -|PP-OCRv2|ch_PP-OCRv2 | 检测+识别 | 支持 | 多机多卡
混合精度 | 正常训练:PACT量化
离线量化(无需训练) Paddle Inference: C++
Paddle Serving: Python, C++
Paddle-Lite:
(1) ARM CPU(C++) | +| PP-OCR |ch_ppocr_mobile_v2.0 | 检测+识别 | 支持 | 多机多卡
混合精度 | 正常训练:PACT量化
离线量化(无需训练)| Paddle Inference: C++
Paddle Serving: Python, C++
Paddle-Lite:
(1) ARM CPU(C++) | +| PP-OCR |ch_ppocr_server_v2.0 | 检测+识别 | 支持 | 多机多卡
混合精度 | 正常训练:PACT量化
离线量化(无需训练)| Paddle Inference: C++
Paddle Serving: Python, C++
Paddle-Lite:
(1) ARM CPU(C++) | +|PP-OCRv2|ch_PP-OCRv2 | 检测+识别 | 支持 | 多机多卡
混合精度 | 正常训练:PACT量化
离线量化(无需训练)| Paddle Inference: C++
Paddle Serving: Python, C++
Paddle-Lite:
(1) ARM CPU(C++) | | DB |det_mv3_db_v2.0 | 检测 | | DB |det_r50_vd_db_v2.0 | 检测 | | EAST |det_mv3_east_v2.0 | 检测 | From 7da5c17e29078cc1fb4028e8e7c73cda91bc0bd6 Mon Sep 17 00:00:00 2001 From: MissPenguin Date: Thu, 21 Oct 2021 06:49:56 +0000 Subject: [PATCH 18/28] update doc --- PTDN/readme.md | 14 +++++++------- 1 file changed, 7 insertions(+), 7 deletions(-) diff --git a/PTDN/readme.md b/PTDN/readme.md index 45060ab0a..693bf89c8 100644 --- a/PTDN/readme.md +++ b/PTDN/readme.md @@ -21,15 +21,15 @@ | 算法论文 | 模型名称 | 模型类型 | 基础训练预测 | 训练扩展 | 模型压缩 | 其他预测部署 | | :--- | :--- | :----: | :--------: | :---- | :---- | :---- | -| DB |ch_ppocr_mobile_v2.0_det | 检测 | 支持 | 多机多卡
混合精度 | 正常训练:PACT量化
离线量化(无需训练)| Paddle Inference: C++
Paddle Serving: Python, C++
Paddle-Lite:
(1) ARM CPU(C++) | -| DB |ch_ppocr_server_v2.0_det | 检测 | 支持 | 多机多卡
混合精度 | 正常训练:PACT量化
离线量化(无需训练)| Paddle Inference: C++
Paddle Serving: Python, C++
Paddle-Lite:
(1) ARM CPU(C++) | +| DB |ch_ppocr_mobile_v2.0_det | 检测 | 支持 | 多机多卡
混合精度 | PACT量化
离线量化| Paddle Inference: C++
Paddle Serving: Python, C++
Paddle-Lite:
(1) ARM CPU(C++) | +| DB |ch_ppocr_server_v2.0_det | 检测 | 支持 | 多机多卡
混合精度 | PACT量化
离线量化| Paddle Inference: C++
Paddle Serving: Python, C++
Paddle-Lite:
(1) ARM CPU(C++) | | DB |ch_PP-OCRv2_det | 检测 | -| CRNN |ch_ppocr_mobile_v2.0_rec | 识别 | 支持 | 多机多卡
混合精度 | 正常训练:PACT量化
离线量化(无需训练)| Paddle Inference: C++
Paddle Serving: Python, C++
Paddle-Lite:
(1) ARM CPU(C++) | -| CRNN |ch_ppocr_server_v2.0_rec | 识别 | 支持 | 多机多卡
混合精度 | 正常训练:PACT量化
离线量化(无需训练)| Paddle Inference: C++
Paddle Serving: Python, C++
Paddle-Lite:
(1) ARM CPU(C++) | +| CRNN |ch_ppocr_mobile_v2.0_rec | 识别 | 支持 | 多机多卡
混合精度 | PACT量化
离线量化| Paddle Inference: C++
Paddle Serving: Python, C++
Paddle-Lite:
(1) ARM CPU(C++) | +| CRNN |ch_ppocr_server_v2.0_rec | 识别 | 支持 | 多机多卡
混合精度 | PACT量化
离线量化| Paddle Inference: C++
Paddle Serving: Python, C++
Paddle-Lite:
(1) ARM CPU(C++) | | CRNN |ch_PP-OCRv2_rec | 识别 | -| PP-OCR |ch_ppocr_mobile_v2.0 | 检测+识别 | 支持 | 多机多卡
混合精度 | 正常训练:PACT量化
离线量化(无需训练)| Paddle Inference: C++
Paddle Serving: Python, C++
Paddle-Lite:
(1) ARM CPU(C++) | -| PP-OCR |ch_ppocr_server_v2.0 | 检测+识别 | 支持 | 多机多卡
混合精度 | 正常训练:PACT量化
离线量化(无需训练)| Paddle Inference: C++
Paddle Serving: Python, C++
Paddle-Lite:
(1) ARM CPU(C++) | -|PP-OCRv2|ch_PP-OCRv2 | 检测+识别 | 支持 | 多机多卡
混合精度 | 正常训练:PACT量化
离线量化(无需训练)| Paddle Inference: C++
Paddle Serving: Python, C++
Paddle-Lite:
(1) ARM CPU(C++) | +| PP-OCR |ch_ppocr_mobile_v2.0 | 检测+识别 | 支持 | 多机多卡
混合精度 | PACT量化
离线量化| Paddle Inference: C++
Paddle Serving: Python, C++
Paddle-Lite:
(1) ARM CPU(C++) | +| PP-OCR |ch_ppocr_server_v2.0 | 检测+识别 | 支持 | 多机多卡
混合精度 | PACT量化
离线量化| Paddle Inference: C++
Paddle Serving: Python, C++
Paddle-Lite:
(1) ARM CPU(C++) | +|PP-OCRv2|ch_PP-OCRv2 | 检测+识别 | 支持 | 多机多卡
混合精度 | PACT量化
离线量化| Paddle Inference: C++
Paddle Serving: Python, C++
Paddle-Lite:
(1) ARM CPU(C++) | | DB |det_mv3_db_v2.0 | 检测 | | DB |det_r50_vd_db_v2.0 | 检测 | | EAST |det_mv3_east_v2.0 | 检测 | From 34d9711717f9309475014ce0ed2ef4bf934dc85f Mon Sep 17 00:00:00 2001 From: MissPenguin Date: Thu, 21 Oct 2021 06:50:39 +0000 Subject: [PATCH 19/28] update doc --- PTDN/readme.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/PTDN/readme.md b/PTDN/readme.md index 693bf89c8..a02427207 100644 --- a/PTDN/readme.md +++ b/PTDN/readme.md @@ -19,7 +19,7 @@ - 模型压缩:包括裁剪、离线/在线量化、蒸馏。 - 其他预测部署:包括Paddle Inference C++预测、Paddle Serving部署、Paddle-Lite部署等。 -| 算法论文 | 模型名称 | 模型类型 | 基础训练预测 | 训练扩展 | 模型压缩 | 其他预测部署 | +| 算法论文 | 模型名称 | 模型类型 | 基础
训练预测 | 训练扩展 | 模型压缩 | 其他预测部署 | | :--- | :--- | :----: | :--------: | :---- | :---- | :---- | | DB |ch_ppocr_mobile_v2.0_det | 检测 | 支持 | 多机多卡
混合精度 | PACT量化
离线量化| Paddle Inference: C++
Paddle Serving: Python, C++
Paddle-Lite:
(1) ARM CPU(C++) | | DB |ch_ppocr_server_v2.0_det | 检测 | 支持 | 多机多卡
混合精度 | PACT量化
离线量化| Paddle Inference: C++
Paddle Serving: Python, C++
Paddle-Lite:
(1) ARM CPU(C++) | From 66d680f708891e5540af23dfccd710528f612739 Mon Sep 17 00:00:00 2001 From: MissPenguin Date: Thu, 21 Oct 2021 06:52:42 +0000 Subject: [PATCH 20/28] update doc --- PTDN/readme.md | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/PTDN/readme.md b/PTDN/readme.md index a02427207..43a81f69d 100644 --- a/PTDN/readme.md +++ b/PTDN/readme.md @@ -27,9 +27,9 @@ | CRNN |ch_ppocr_mobile_v2.0_rec | 识别 | 支持 | 多机多卡
混合精度 | PACT量化
离线量化| Paddle Inference: C++
Paddle Serving: Python, C++
Paddle-Lite:
(1) ARM CPU(C++) | | CRNN |ch_ppocr_server_v2.0_rec | 识别 | 支持 | 多机多卡
混合精度 | PACT量化
离线量化| Paddle Inference: C++
Paddle Serving: Python, C++
Paddle-Lite:
(1) ARM CPU(C++) | | CRNN |ch_PP-OCRv2_rec | 识别 | -| PP-OCR |ch_ppocr_mobile_v2.0 | 检测+识别 | 支持 | 多机多卡
混合精度 | PACT量化
离线量化| Paddle Inference: C++
Paddle Serving: Python, C++
Paddle-Lite:
(1) ARM CPU(C++) | -| PP-OCR |ch_ppocr_server_v2.0 | 检测+识别 | 支持 | 多机多卡
混合精度 | PACT量化
离线量化| Paddle Inference: C++
Paddle Serving: Python, C++
Paddle-Lite:
(1) ARM CPU(C++) | -|PP-OCRv2|ch_PP-OCRv2 | 检测+识别 | 支持 | 多机多卡
混合精度 | PACT量化
离线量化| Paddle Inference: C++
Paddle Serving: Python, C++
Paddle-Lite:
(1) ARM CPU(C++) | +| PP-OCR |ch_ppocr_mobile_v2.0 | 检测+识别 | 支持 | 多机多卡
混合精度 | | Paddle Inference: C++
Paddle Serving: Python, C++
Paddle-Lite:
(1) ARM CPU(C++) | +| PP-OCR |ch_ppocr_server_v2.0 | 检测+识别 | 支持 | 多机多卡
混合精度 | | Paddle Inference: C++
Paddle Serving: Python, C++
Paddle-Lite:
(1) ARM CPU(C++) | +|PP-OCRv2|ch_PP-OCRv2 | 检测+识别 | | DB |det_mv3_db_v2.0 | 检测 | | DB |det_r50_vd_db_v2.0 | 检测 | | EAST |det_mv3_east_v2.0 | 检测 | From 68e4a5a9028dc652f8854d748eb847569526ced3 Mon Sep 17 00:00:00 2001 From: MissPenguin Date: Thu, 21 Oct 2021 07:02:01 +0000 Subject: [PATCH 21/28] update doc --- PTDN/readme.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/PTDN/readme.md b/PTDN/readme.md index 43a81f69d..d2e9173e1 100644 --- a/PTDN/readme.md +++ b/PTDN/readme.md @@ -27,8 +27,8 @@ | CRNN |ch_ppocr_mobile_v2.0_rec | 识别 | 支持 | 多机多卡
混合精度 | PACT量化
离线量化| Paddle Inference: C++
Paddle Serving: Python, C++
Paddle-Lite:
(1) ARM CPU(C++) | | CRNN |ch_ppocr_server_v2.0_rec | 识别 | 支持 | 多机多卡
混合精度 | PACT量化
离线量化| Paddle Inference: C++
Paddle Serving: Python, C++
Paddle-Lite:
(1) ARM CPU(C++) | | CRNN |ch_PP-OCRv2_rec | 识别 | -| PP-OCR |ch_ppocr_mobile_v2.0 | 检测+识别 | 支持 | 多机多卡
混合精度 | | Paddle Inference: C++
Paddle Serving: Python, C++
Paddle-Lite:
(1) ARM CPU(C++) | -| PP-OCR |ch_ppocr_server_v2.0 | 检测+识别 | 支持 | 多机多卡
混合精度 | | Paddle Inference: C++
Paddle Serving: Python, C++
Paddle-Lite:
(1) ARM CPU(C++) | +| PP-OCR |ch_ppocr_mobile_v2.0 | 检测+识别 | 支持 | 多机多卡
混合精度 | - | Paddle Inference: C++
Paddle Serving: Python, C++
Paddle-Lite:
(1) ARM CPU(C++) | +| PP-OCR |ch_ppocr_server_v2.0 | 检测+识别 | 支持 | 多机多卡
混合精度 | - | Paddle Inference: C++
Paddle Serving: Python, C++
Paddle-Lite:
(1) ARM CPU(C++) | |PP-OCRv2|ch_PP-OCRv2 | 检测+识别 | | DB |det_mv3_db_v2.0 | 检测 | | DB |det_r50_vd_db_v2.0 | 检测 | From de741c7651d534371abfe191e48c7290fe525d9e Mon Sep 17 00:00:00 2001 From: MissPenguin Date: Thu, 21 Oct 2021 07:03:30 +0000 Subject: [PATCH 22/28] update doc --- PTDN/readme.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/PTDN/readme.md b/PTDN/readme.md index d2e9173e1..0b77d46bd 100644 --- a/PTDN/readme.md +++ b/PTDN/readme.md @@ -21,8 +21,8 @@ | 算法论文 | 模型名称 | 模型类型 | 基础
训练预测 | 训练扩展 | 模型压缩 | 其他预测部署 | | :--- | :--- | :----: | :--------: | :---- | :---- | :---- | -| DB |ch_ppocr_mobile_v2.0_det | 检测 | 支持 | 多机多卡
混合精度 | PACT量化
离线量化| Paddle Inference: C++
Paddle Serving: Python, C++
Paddle-Lite:
(1) ARM CPU(C++) | -| DB |ch_ppocr_server_v2.0_det | 检测 | 支持 | 多机多卡
混合精度 | PACT量化
离线量化| Paddle Inference: C++
Paddle Serving: Python, C++
Paddle-Lite:
(1) ARM CPU(C++) | +| DB |ch_ppocr_mobile_v2.0_det | 检测 | 支持 | 多机多卡
混合精度 | FPGM裁剪
离线量化| Paddle Inference: C++
Paddle Serving: Python, C++
Paddle-Lite:
(1) ARM CPU(C++) | +| DB |ch_ppocr_server_v2.0_det | 检测 | 支持 | 多机多卡
混合精度 | FPGM裁剪
离线量化| Paddle Inference: C++
Paddle Serving: Python, C++
Paddle-Lite:
(1) ARM CPU(C++) | | DB |ch_PP-OCRv2_det | 检测 | | CRNN |ch_ppocr_mobile_v2.0_rec | 识别 | 支持 | 多机多卡
混合精度 | PACT量化
离线量化| Paddle Inference: C++
Paddle Serving: Python, C++
Paddle-Lite:
(1) ARM CPU(C++) | | CRNN |ch_ppocr_server_v2.0_rec | 识别 | 支持 | 多机多卡
混合精度 | PACT量化
离线量化| Paddle Inference: C++
Paddle Serving: Python, C++
Paddle-Lite:
(1) ARM CPU(C++) | From af809ff506b90342a75c3beb62ddb24330745a53 Mon Sep 17 00:00:00 2001 From: MissPenguin Date: Thu, 21 Oct 2021 07:26:31 +0000 Subject: [PATCH 23/28] update doc --- PTDN/readme.md | 8 ++++++-- 1 file changed, 6 insertions(+), 2 deletions(-) diff --git a/PTDN/readme.md b/PTDN/readme.md index 0b77d46bd..71e888a2f 100644 --- a/PTDN/readme.md +++ b/PTDN/readme.md @@ -15,11 +15,13 @@ **字段说明:** - 基础训练预测:包括模型训练、Paddle Inference Python预测。 -- 训练扩展:包括多机多卡、混合精度。 +- 更多训练方式:包括多机多卡、混合精度。 - 模型压缩:包括裁剪、离线/在线量化、蒸馏。 - 其他预测部署:包括Paddle Inference C++预测、Paddle Serving部署、Paddle-Lite部署等。 -| 算法论文 | 模型名称 | 模型类型 | 基础
训练预测 | 训练扩展 | 模型压缩 | 其他预测部署 | +更详细的mkldnn、Tensorrt等预测加速相关功能的支持情况可以查看各测试工具的[更多教程](#more)。 + +| 算法论文 | 模型名称 | 模型类型 | 基础
训练预测 | 更多
训练方式 | 模型压缩 | 其他预测部署 | | :--- | :--- | :----: | :--------: | :---- | :---- | :---- | | DB |ch_ppocr_mobile_v2.0_det | 检测 | 支持 | 多机多卡
混合精度 | FPGM裁剪
离线量化| Paddle Inference: C++
Paddle Serving: Python, C++
Paddle-Lite:
(1) ARM CPU(C++) | | DB |ch_ppocr_server_v2.0_det | 检测 | 支持 | 多机多卡
混合精度 | FPGM裁剪
离线量化| Paddle Inference: C++
Paddle Serving: Python, C++
Paddle-Lite:
(1) ARM CPU(C++) | @@ -99,6 +101,8 @@ PTDN/ - `test_serving.sh`:测试基于Paddle Serving的服务化部署功能。 - `test_lite.sh`:测试基于Paddle-Lite的端侧预测部署功能。 + +#### 更多教程 各功能测试中涉及混合精度、裁剪、量化等训练相关,及mkldnn、Tensorrt等多种预测相关参数配置,请点击下方相应链接了解更多细节和使用教程: [test_train_inference_python 使用](docs/test_train_inference_python.md) [test_inference_cpp 使用](docs/test_inference_cpp.md) From d57333ca95f5c65a23d851c58294de83211d0ea5 Mon Sep 17 00:00:00 2001 From: Leif <4603009@qq.com> Date: Thu, 21 Oct 2021 19:48:43 +0800 Subject: [PATCH 24/28] Update joinus.png Update joinus.png --- doc/joinus.PNG | Bin 192702 -> 214764 bytes 1 file changed, 0 insertions(+), 0 deletions(-) diff --git a/doc/joinus.PNG b/doc/joinus.PNG index 974a4bd008d7b103de044cf8b4dbf37f09a0d06b..202ad0a5c6edf2190b71d5a7a544f1df94f866c4 100644 GIT binary patch literal 214764 zcmeFZXHZjJ)IS=EfD!=(r3I-X0i;XsJ&_s&M5RfWj(~I!L68z!0O?Xf6;Mi0s)Evc z5g`IfK)Uqa?&f*_@5eiL=FZ%2*8z17CFkt3&sx8>@xg^P2|FP9GYIk@&1hgi%yv?_$n_To&eDETRcj-r`8m 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z=DZv#{G6F_@S%93MXHLiu~L4}qG+H&|GDy`z4PcYpUM8U@AFrrN;G`X zEOY+Snr*3ZEEv@sGjbmTMmoofbzV!#WBn+DMk9&MX?E_F(eqFjtJr&=RM#tkHp{)I zUcTBuTAYc?;!xsGe92_?FoiBsrju_B``)iMVeZA`hf}KMf!} z>QkPP6tREpz=v-LJ~*DnKCZapESl5(;!G~P*o}9|Hm(?Tun;}E3!y`cZvjnbglJD| zLOl7B>4)|OFJ%fHVZhGkm=q>eU)bXDTl6MI>|Xlea$g}~`o%GF2_4|QdodgZUpiX4mr5?$-v2K!q)vhW From d14e432f74e95a79f8129551db4b66c984c13db0 Mon Sep 17 00:00:00 2001 From: tink2123 Date: Thu, 21 Oct 2021 20:06:28 +0800 Subject: [PATCH 25/28] rename test_serving --- PTDN/docs/test_serving.md | 6 +++--- PTDN/{test_inference_serving.sh => test_serving.sh} | 0 2 files changed, 3 insertions(+), 3 deletions(-) rename PTDN/{test_inference_serving.sh => test_serving.sh} (100%) diff --git a/PTDN/docs/test_serving.md b/PTDN/docs/test_serving.md index c71927d24..c6b356303 100644 --- a/PTDN/docs/test_serving.md +++ b/PTDN/docs/test_serving.md @@ -1,6 +1,6 @@ # PaddleServing预测功能测试 -PaddleServing预测功能测试的主程序为`test_inference_serving.sh`,可以测试基于PaddleServing的部署功能。 +PaddleServing预测功能测试的主程序为`test_serving.sh`,可以测试基于PaddleServing的部署功能。 ## 1. 测试结论汇总 @@ -15,13 +15,13 @@ PaddleServing预测功能测试的主程序为`test_inference_serving.sh`,可 ## 2. 测试流程 ### 2.1 功能测试 -先运行`prepare.sh`准备数据和模型,然后运行`test_inference_serving.sh`进行测试,最终在```PTDN/output```目录下生成`serving_infer_*.log`后缀的日志文件。 +先运行`prepare.sh`准备数据和模型,然后运行`test_serving.sh`进行测试,最终在```PTDN/output```目录下生成`serving_infer_*.log`后缀的日志文件。 ```shell bash PTDN/prepare.sh ./PTDN/configs/ppocr_det_mobile_params.txt "serving_infer" # 用法: -bash PTND/test_inference_serving.sh ./PTDN/configs/ppocr_det_mobile_params.txt +bash PTND/test_serving.sh ./PTDN/configs/ppocr_det_mobile_params.txt ``` #### 运行结果 diff --git a/PTDN/test_inference_serving.sh b/PTDN/test_serving.sh similarity index 100% rename from PTDN/test_inference_serving.sh rename to PTDN/test_serving.sh From d7ddef7b2f48eda6b22d2850f08189b6d95d8c5b Mon Sep 17 00:00:00 2001 From: Bin Lu Date: Fri, 22 Oct 2021 14:52:51 +0800 Subject: [PATCH 26/28] Update test_train_inference_python.sh --- PTDN/test_train_inference_python.sh | 7 ++++--- 1 file changed, 4 insertions(+), 3 deletions(-) diff --git a/PTDN/test_train_inference_python.sh b/PTDN/test_train_inference_python.sh index 7349eac91..7ea8665be 100644 --- a/PTDN/test_train_inference_python.sh +++ b/PTDN/test_train_inference_python.sh @@ -239,6 +239,7 @@ else for gpu in ${gpu_list[*]}; do use_gpu=${USE_GPU_KEY[Count]} Count=$(($Count + 1)) + ips="" if [ ${gpu} = "-1" ];then env="" elif [ ${#gpu} -le 1 ];then @@ -305,10 +306,10 @@ else set_save_model=$(func_set_params "${save_model_key}" "${save_log}") if [ ${#gpu} -le 2 ];then # train with cpu or single gpu cmd="${python} ${run_train} ${set_use_gpu} ${set_save_model} ${set_epoch} ${set_pretrain} ${set_autocast} ${set_batchsize} ${set_train_params1} ${set_amp_config} " - elif [ ${#gpu} -le 15 ];then # train with multi-gpu - cmd="${python} -m paddle.distributed.launch --gpus=${gpu} ${run_train} ${set_save_model} ${set_epoch} ${set_pretrain} ${set_autocast} ${set_batchsize} ${set_train_params1} ${set_amp_config}" + elif [ ${#ips} -le 26 ];then # train with multi-gpu + cmd="${python} -m paddle.distributed.launch --gpus=${gpu} ${run_train} ${set_use_gpu} ${set_save_model} ${set_epoch} ${set_pretrain} ${set_autocast} ${set_batchsize} ${set_train_params1} ${set_amp_config}" else # train with multi-machine - cmd="${python} -m paddle.distributed.launch --ips=${ips} --gpus=${gpu} ${run_train} ${set_save_model} ${set_pretrain} ${set_epoch} ${set_autocast} ${set_batchsize} ${set_train_params1} ${set_amp_config}" + cmd="${python} -m paddle.distributed.launch --ips=${ips} --gpus=${gpu} ${set_use_gpu} ${run_train} ${set_save_model} ${set_pretrain} ${set_epoch} ${set_autocast} ${set_batchsize} ${set_train_params1} ${set_amp_config}" fi # run train eval "unset CUDA_VISIBLE_DEVICES" From 85352c93c1b83486d93ee89396ff52777199d0a2 Mon Sep 17 00:00:00 2001 From: WenmuZhou Date: Mon, 25 Oct 2021 11:09:00 +0800 Subject: [PATCH 27/28] add windows support of pse --- ppocr/postprocess/__init__.py | 5 +---- ppocr/postprocess/pse_postprocess/pse/__init__.py | 11 ++++++++--- tools/program.py | 5 ----- 3 files changed, 9 insertions(+), 12 deletions(-) diff --git a/ppocr/postprocess/__init__.py b/ppocr/postprocess/__init__.py index 3a4ebf52a..5ca4e6bb9 100644 --- a/ppocr/postprocess/__init__.py +++ b/ppocr/postprocess/__init__.py @@ -29,10 +29,7 @@ from .rec_postprocess import CTCLabelDecode, AttnLabelDecode, SRNLabelDecode, Di TableLabelDecode, NRTRLabelDecode, SARLabelDecode , SEEDLabelDecode from .cls_postprocess import ClsPostProcess from .pg_postprocess import PGPostProcess - -if platform.system() != "Windows": - # pse is not support in Windows - from .pse_postprocess import PSEPostProcess +from .pse_postprocess import PSEPostProcess def build_post_process(config, global_config=None): diff --git a/ppocr/postprocess/pse_postprocess/pse/__init__.py b/ppocr/postprocess/pse_postprocess/pse/__init__.py index 97b8d8aff..0536a32ea 100644 --- a/ppocr/postprocess/pse_postprocess/pse/__init__.py +++ b/ppocr/postprocess/pse_postprocess/pse/__init__.py @@ -17,7 +17,12 @@ import subprocess python_path = sys.executable -if subprocess.call('cd ppocr/postprocess/pse_postprocess/pse;{} setup.py build_ext --inplace;cd -'.format(python_path), shell=True) != 0: - raise RuntimeError('Cannot compile pse: {}'.format(os.path.dirname(os.path.realpath(__file__)))) +ori_path = os.getcwd() +os.chdir('ppocr/postprocess/pse_postprocess/pse') +if subprocess.call( + '{} setup.py build_ext --inplace'.format(python_path), shell=True) != 0: + raise RuntimeError('Cannot compile pse: {}'.format( + os.path.dirname(os.path.realpath(__file__)))) +os.chdir(ori_path) -from .pse import pse \ No newline at end of file +from .pse import pse diff --git a/tools/program.py b/tools/program.py index 798e6dff2..28c26cc6d 100755 --- a/tools/program.py +++ b/tools/program.py @@ -480,11 +480,6 @@ def preprocess(is_train=False): 'CLS', 'PGNet', 'Distillation', 'NRTR', 'TableAttn', 'SAR', 'PSE', 'SEED' ] - windows_not_support_list = ['PSE'] - if platform.system() == "Windows" and alg in windows_not_support_list: - logger.warning('{} is not support in Windows now'.format( - windows_not_support_list)) - sys.exit() device = 'gpu:{}'.format(dist.ParallelEnv().dev_id) if use_gpu else 'cpu' device = paddle.set_device(device) From 9cbb5684ebfaf123f13476d748add179c34342a2 Mon Sep 17 00:00:00 2001 From: Bin Lu Date: Tue, 26 Oct 2021 10:34:33 +0800 Subject: [PATCH 28/28] Update enhanced_ctc_loss.md --- doc/doc_ch/enhanced_ctc_loss.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/doc/doc_ch/enhanced_ctc_loss.md b/doc/doc_ch/enhanced_ctc_loss.md index 5525c7785..8c0856a7a 100644 --- a/doc/doc_ch/enhanced_ctc_loss.md +++ b/doc/doc_ch/enhanced_ctc_loss.md @@ -64,7 +64,7 @@ C-CTC Loss是CTC Loss + Center Loss的简称。 其中Center Loss出自论文 < 以配置文件`configs/rec/ch_PP-OCRv2/ch_PP-OCRv2_rec.yml`为例, center提取命令如下所示: ``` -python tools/export_center.py -c configs/rec/ch_PP-OCRv2/ch_PP-OCRv2_rec.yml -o Global.pretrained_model: "./output/rec_mobile_pp-OCRv2/best_accuracy" +python tools/export_center.py -c configs/rec/ch_PP-OCRv2/ch_PP-OCRv2_rec.yml -o Global.pretrained_model="./output/rec_mobile_pp-OCRv2/best_accuracy" ``` 运行完后,会在PaddleOCR主目录下生成`train_center.pkl`.