From 1ca935ecbd1b5cf1beafc5701565e22d154b19a4 Mon Sep 17 00:00:00 2001 From: wb-yz775491 Date: Wed, 8 Jan 2025 10:54:53 +0800 Subject: [PATCH 1/5] Updated Docker image --- examples/readme.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/examples/readme.md b/examples/readme.md index bf936cf21..09d5af9de 100644 --- a/examples/readme.md +++ b/examples/readme.md @@ -42,8 +42,8 @@ docker exec -it bash (2) `python=3.8.10` + `tenserflow=2.10.0` -docker pull mybigpai-public-registry.cn-beijing.cr.aliyuncs.com/easyrec/easyrec:py38-tf2.10-0.7.4 -docker run -td --network host -v /local_path/EasyRec:/docker_path/EasyRec mybigpai-public-registry.cn-beijing.cr.aliyuncs.com/easyrec/easyrec:py38-tf2.10-0.7.4 +docker pull mybigpai-public-registry.cn-beijing.cr.aliyuncs.com/easyrec/easyrec:py38-tf2.10-0.8.1 +docker run -td --network host -v /local_path/EasyRec:/docker_path/EasyRec mybigpai-public-registry.cn-beijing.cr.aliyuncs.com/easyrec/easyrec:py38-tf2.10-0.8.1 docker exec -it bash ``` From da5b80dc0730b800b5da5f7c32a9d909b3143b14 Mon Sep 17 00:00:00 2001 From: wb-yz775491 Date: Thu, 16 Jan 2025 13:48:37 +0800 Subject: [PATCH 2/5] Revert "Updated Docker image" This reverts commit 1ca935ecbd1b5cf1beafc5701565e22d154b19a4. --- examples/readme.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/examples/readme.md b/examples/readme.md index 09d5af9de..bf936cf21 100644 --- a/examples/readme.md +++ b/examples/readme.md @@ -42,8 +42,8 @@ docker exec -it bash (2) `python=3.8.10` + `tenserflow=2.10.0` -docker pull mybigpai-public-registry.cn-beijing.cr.aliyuncs.com/easyrec/easyrec:py38-tf2.10-0.8.1 -docker run -td --network host -v /local_path/EasyRec:/docker_path/EasyRec mybigpai-public-registry.cn-beijing.cr.aliyuncs.com/easyrec/easyrec:py38-tf2.10-0.8.1 +docker pull mybigpai-public-registry.cn-beijing.cr.aliyuncs.com/easyrec/easyrec:py38-tf2.10-0.7.4 +docker run -td --network host -v /local_path/EasyRec:/docker_path/EasyRec mybigpai-public-registry.cn-beijing.cr.aliyuncs.com/easyrec/easyrec:py38-tf2.10-0.7.4 docker exec -it bash ``` From 2199c0416d6f69970f6a7c3f5458aaa376594ef8 Mon Sep 17 00:00:00 2001 From: wb-yz775491 Date: Wed, 30 Apr 2025 15:38:25 +0800 Subject: [PATCH 3/5] =?UTF-8?q?docs:=E4=BF=AE=E6=AD=A3=E6=96=87=E6=A1=A3?= =?UTF-8?q?=E4=B8=AD=E7=9A=84=E6=8B=BC=E5=86=99=E9=94=99=E8=AF=AF?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit - 将 'tenserflow' 修正为 'tensorflow'- 更新示例环境配置的描述 --- docs/source/quick_start/local_tutorial.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/docs/source/quick_start/local_tutorial.md b/docs/source/quick_start/local_tutorial.md index adb4bb972..83f1d915c 100644 --- a/docs/source/quick_start/local_tutorial.md +++ b/docs/source/quick_start/local_tutorial.md @@ -10,7 +10,7 @@ 温馨提示：**在搭载Apple M系列芯片的MacBook上必须使用TensorFlow 2.5或更高版本**，安装方法请查看TF官方文档。 -Demo实验中使用的环境为 `python=3.6.8` + `tenserflow=1.12.0` +Demo实验中使用的环境为 `python=3.6.8` + `tensorflow=1.12.0` ```bash conda create -n py36_tf12 python=3.6.8 @@ -45,7 +45,7 @@ python setup.py install #### Docker镜像启动 -Docker的环境为`python=3.6.9` + `tenserflow=1.15.5` +Docker的环境为`python=3.6.9` + `tensorflow=1.15.5` ##### 方法一：拉取已上传的镜像（推荐） From dbff71ec4021153d0c5c780b5e597efe8540adbc Mon Sep 17 00:00:00 2001 From: wb-yz775491 Date: Wed, 30 Apr 2025 15:38:38 +0800 Subject: [PATCH 4/5] =?UTF-8?q?docs:=E4=BF=AE=E6=AD=A3=E6=96=87=E6=A1=A3?= =?UTF-8?q?=E4=B8=AD=E7=9A=84=E6=8B=BC=E5=86=99=E9=94=99=E8=AF=AF?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit - 将 'tenserflow' 修正为 'tensorflow'- 更新示例环境配置的描述 --- examples/readme.md | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/examples/readme.md b/examples/readme.md index a587cc991..dc2122d2e 100644 --- a/examples/readme.md +++ b/examples/readme.md @@ -10,7 +10,7 @@ ## 本地Anaconda安装 -Demo实验中使用的环境为 `python=3.6.8` + `tenserflow=1.12.0` +Demo实验中使用的环境为 `python=3.6.8` + `tensorflow=1.12.0` ```bash conda create -n py36_tf12 python=3.6.8 @@ -35,13 +35,13 @@ git clone https://github.com/alibaba/EasyRec.git cd EasyRec -- Docker环境可选 -(1) `python=3.6.9` + `tenserflow=1.15.5` +(1) `python=3.6.9` + `tensorflow=1.15.5` docker pull mybigpai-public-registry.cn-beijing.cr.aliyuncs.com/easyrec/easyrec:py36-tf1.15-0.8.5 docker run -td --network host -v /local_path/EasyRec:/docker_path/EasyRec mybigpai-public-registry.cn-beijing.cr.aliyuncs.com/easyrec/easyrec:py36-tf1.15-0.8.5 docker exec -it bash -(2) `python=3.8.10` + `tenserflow=2.12.0` +(2) `python=3.8.10` + `tensorflow=2.12.0` docker pull mybigpai-public-registry.cn-beijing.cr.aliyuncs.com/easyrec/easyrec:py38-tf2.12-0.8.5 docker run -td --network host -v /local_path/EasyRec:/docker_path/EasyRec mybigpai-public-registry.cn-beijing.cr.aliyuncs.com/easyrec/easyrec:py38-tf2.12-0.8.5 @@ -55,11 +55,11 @@ git clone https://github.com/alibaba/EasyRec.git cd EasyRec -- Docker环境可选 -(1) `python=3.6.9` + `tenserflow=1.15.5` +(1) `python=3.6.9` + `tensorflow=1.15.5` bash scripts/build_docker_tf115.sh sudo docker run -td --network host -v /local_path:/docker_path mybigpai-public-registry.cn-beijing.cr.aliyuncs.com/easyrec/easyrec:py36-tf1.15- -(2) `python=3.8.10` + `tenserflow=2.12.0` +(2) `python=3.8.10` + `tensorflow=2.12.0` bash scripts/build_docker_tf212.sh sudo docker run -td --network host -v /local_path:/docker_path mybigpai-public-registry.cn-beijing.cr.aliyuncs.com/easyrec/easyrec:py38-tf2.12- From 9576b98a386054ba204a377e557ee9d2e90dbfb5 Mon Sep 17 00:00:00 2001 From: wb-yz775491 Date: Mon, 9 Mar 2026 10:33:34 +0800 Subject: [PATCH 5/5] =?UTF-8?q?reduce=5Fsum=E6=94=B9=E6=88=90reduce=5Fmean?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- easy_rec/python/model/esmm.py | 7 ++++--- 1 file changed, 4 insertions(+), 3 deletions(-) diff --git a/easy_rec/python/model/esmm.py b/easy_rec/python/model/esmm.py index 50567ae63..a83e304a8 100644 --- a/easy_rec/python/model/esmm.py +++ b/easy_rec/python/model/esmm.py @@ -71,7 +71,7 @@ def build_loss_graph(self): tf.float32) cvr_losses = tf.keras.backend.binary_crossentropy( ctcvr_label, self._prediction_dict['probs_ctcvr']) - cvr_loss = tf.reduce_sum(cvr_losses, name='ctcvr_loss') + cvr_loss = tf.reduce_mean(cvr_losses, name='ctcvr_loss') # The weight defaults to 1. self._loss_dict['weighted_cross_entropy_loss_%s' % cvr_tower_name] = self._cvr_tower_cfg.weight * cvr_loss @@ -84,14 +84,15 @@ def build_loss_graph(self): cvr_loss = tf.losses.mean_squared_error( labels=ctcvr_label, predictions=self._prediction_dict['y_ctcvr'], - weights=self._sample_weight) + weights=self._sample_weight, + reduction=tf.losses.Reduction.MEAN) self._loss_dict['weighted_l2_loss_%s' % cvr_tower_name] = self._cvr_tower_cfg.weight * cvr_loss _labels = tf.cast(self._labels[ctr_label_name], tf.float32) _logits = self._prediction_dict['logits_%s' % ctr_tower_name] cross = tf.nn.sigmoid_cross_entropy_with_logits( labels=_labels, logits=_logits, name='ctr_loss') - ctr_loss = tf.reduce_sum(cross) + ctr_loss = tf.reduce_mean(cross) self._loss_dict['weighted_cross_entropy_loss_%s' % ctr_tower_name] = self._ctr_tower_cfg.weight * ctr_loss return self._loss_dict