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tensor2tensor

تماس با مالکان و مدیران

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Welcome to Tensor2Tensor.

This group is dedicated to discussing issues related to the Tensor2Tensor library:
https://github.com/tensorflow/tensor2tensor

We're discussing issues with the library, problems with training and use of the models,
other issues related to ML and TensorFlow, and recent Tensor2Tensor releases.

Feel free to post here!

T2T Team

۰ مورد انتخاب شد

عکس نمایه subramaniyam cabila

subramaniyam cabila, Joydeep Mitra3

۱۴۰۲/۸/۲۱

I apologize for the error. On Mon, 13 Nov 2023, 09:13 Joydeep Mitra, <joyd...@gmail.com> wrote

خوانده‌نشده،

I apologize for the error. On Mon, 13 Nov 2023, 09:13 Joydeep Mitra, <joyd...@gmail.com> wrote

۱۴۰۲/۸/۲۱

عکس نمایه Betizazu Alemu

۱۴۰۱/۳/۱۶

I need Just one Command

I know it's no longer supported, but I am just starting on NLP and working on a Translation

خوانده‌نشده،

I need Just one Command

I know it's no longer supported, but I am just starting on NLP and working on a Translation

۱۴۰۱/۳/۱۶

عکس نمایه Lohith Naj N

۱۴۰۰/۹/۱۴

Unable to train the model

Hello, I used your code in machine learning foundations video lecture on your youtube channel and I

خوانده‌نشده،

Unable to train the model

Hello, I used your code in machine learning foundations video lecture on your youtube channel and I

۱۴۰۰/۹/۱۴

۱۳۹۹/۴/۱۸

Model Apply and Application - Image Classification

Dear experts, I want to use Tensor2Tensor for image classification tasks. After model training, I got

خوانده‌نشده،

Model Apply and Application - Image Classification

Dear experts, I want to use Tensor2Tensor for image classification tasks. After model training, I got

۱۳۹۹/۴/۱۸

عکس نمایه Rohan

Rohan, Lukasz Kaiser2

۱۳۹۹/۱/۱

Hi Rohan. We're not planning to convert T2T to TF2 as is. Instead, please contribute to Trax, the

خوانده‌نشده،

Hi Rohan. We're not planning to convert T2T to TF2 as is. Instead, please contribute to Trax, the

۱۳۹۹/۱/۱

عکس نمایه Arben Sabani

۱۳۹۸/۱۲/۲۹

Tranformer model with float inputs and outputs

I know that the word sequnce in translate problem is converted to tensors of float, but i want to

خوانده‌نشده،

Tranformer model with float inputs and outputs

I know that the word sequnce in translate problem is converted to tensors of float, but i want to

۱۳۹۸/۱۲/۲۹

عکس نمایه Paloma Jimeno

Paloma Jimeno, Martin Popel3

۱۳۹۸/۱۲/۱

tensorflow_model_server translation from translate_enes_wmt32k t2t library. "Could not parse example input"

Thank you, Martin, It is still a bad request (see picture) Could be an option to use the t2t-query-

خوانده‌نشده،

tensorflow_model_server translation from translate_enes_wmt32k t2t library. "Could not parse example input"

Thank you, Martin, It is still a bad request (see picture) Could be an option to use the t2t-query-

۱۳۹۸/۱۲/۱

عکس نمایه David Liebman

David Liebman, Martin Popel4

۱۳۹۸/۱۱/۲۷

registering hparam set in user dir

from tensor2tensor.utils import usr_dir usr_dir.import_usr_dir('my-usr-dir') I tried this as

خوانده‌نشده،

registering hparam set in user dir

from tensor2tensor.utils import usr_dir usr_dir.import_usr_dir('my-usr-dir') I tried this as

۱۳۹۸/۱۱/۲۷

عکس نمایه Ravi Jain

۱۳۹۸/۸/۱۰

Regarding attention

Why is ``` Q*(K).t() ``` ( t() mean transpose) done in attention, and not ``` Q*(Q+K).t() ``` for

خوانده‌نشده،

Regarding attention

Why is ``` Q*(K).t() ``` ( t() mean transpose) done in attention, and not ``` Q*(Q+K).t() ``` for

۱۳۹۸/۸/۱۰

عکس نمایه Sumeet Singh

۱۳۹۸/۸/۷

Invalid argument: In[0] and In[1] must have compatible batch dimensions: [1,8,1288,4608,4] vs. [1,8,1250,4,256]

This error is occurring inside the function dot_product_attention. I don't even know how

خوانده‌نشده،

Invalid argument: In[0] and In[1] must have compatible batch dimensions: [1,8,1288,4608,4] vs. [1,8,1250,4,256]

This error is occurring inside the function dot_product_attention. I don't even know how

۱۳۹۸/۸/۷

عکس نمایه Sumeet Singh

۱۳۹۸/۸/۱

local_attention_2d vs unmasked_local_attention_2d_tpu

Hi All, I am writing a new model for images that uses 2D Local Self Attention for the encoder as

خوانده‌نشده،

local_attention_2d vs unmasked_local_attention_2d_tpu

Hi All, I am writing a new model for images that uses 2D Local Self Attention for the encoder as

۱۳۹۸/۸/۱

عکس نمایه Sumeet Singh

۱۳۹۸/۷/۲۹

ImageMsCocoCharacters (image_ms_coco_characters)

Hi, Does anybody know what model goes along with the ImageMsCocoCharacters (image_ms_coco_characters)

خوانده‌نشده،

ImageMsCocoCharacters (image_ms_coco_characters)

Hi, Does anybody know what model goes along with the ImageMsCocoCharacters (image_ms_coco_characters)

۱۳۹۸/۷/۲۹

عکس نمایه Weiguang Guan

Weiguang Guan, … Sumeet Singh7

۱۳۹۸/۷/۲۹

conflict between TF 2.0 and T2T 1.14.1

Got it to work with Python 3.6 using pipenv --skip-lock. Pasting the pipfile for what its worth. [[

خوانده‌نشده،

conflict between TF 2.0 and T2T 1.14.1

Got it to work with Python 3.6 using pipenv --skip-lock. Pasting the pipfile for what its worth. [[

۱۳۹۸/۷/۲۹

عکس نمایه Aleksas Pielikis

Aleksas Pielikis

۱۳۹۸/۷/۲۹

Defining Text Multi-label Classification Problem

Trying to define a text multi-label classification problem in t2t with kaggle jigsaw toxic comment

خوانده‌نشده،

Defining Text Multi-label Classification Problem

Trying to define a text multi-label classification problem in t2t with kaggle jigsaw toxic comment

۱۳۹۸/۷/۲۹

عکس نمایه Tianyu Jiang

۱۳۹۸/۷/۱۶

how to indicate input and output node names

Hi everyone, I am trying to convert the t2t model to Apple coreML model.( Transformer model). But i

خوانده‌نشده،

how to indicate input and output node names

Hi everyone, I am trying to convert the t2t model to Apple coreML model.( Transformer model). But i

۱۳۹۸/۷/۱۶

عکس نمایه Simon Mc Duff

Simon Mc Duff, … Erik Chan8

۱۳۹۸/۷/۱۱

How to add Input Parameter in T2T using Tensorflow Serving

Hi Simon Would you mind sharing your code? I am also trying to do Input Parameter in T2T using

خوانده‌نشده،

How to add Input Parameter in T2T using Tensorflow Serving

Hi Simon Would you mind sharing your code? I am also trying to do Input Parameter in T2T using

۱۳۹۸/۷/۱۱

陳裕政, Eugene Kuznetsov5

۱۳۹۸/۷/۹

with Tensor2tensor when making a transformer training.......

I think the dateset is fine. Because, the training could be continued. The following is including

خوانده‌نشده،

with Tensor2tensor when making a transformer training.......

I think the dateset is fine. Because, the training could be continued. The following is including

۱۳۹۸/۷/۹

عکس نمایه Jonny Saunders

۱۳۹۸/۷/۷

Conditional Language Modeling?

Hello! I've been playing around with T2T for awhile now, still getting my feet around some of the

خوانده‌نشده،

Conditional Language Modeling?

Hello! I've been playing around with T2T for awhile now, still getting my feet around some of the

۱۳۹۸/۷/۷

عکس نمایه David Liebman

David Liebman, John Ed Alvinez2

۱۳۹۸/۷/۷

learning rate 2.0

Hi David, Good day. I think the Base learning rate text is logged here: https://github.com/tensorflow

خوانده‌نشده،

learning rate 2.0

Hi David, Good day. I think the Base learning rate text is logged here: https://github.com/tensorflow

۱۳۹۸/۷/۷

عکس نمایه siddhant sharma

siddhant sharma, Martin Popel2

۱۳۹۸/۵/۱۰

Training the a new model based on previous trained model

Just use the same output_dir and continue training. Make sure the new dataset uses the same subword

خوانده‌نشده،

Training the a new model based on previous trained model

Just use the same output_dir and continue training. Make sure the new dataset uses the same subword

۱۳۹۸/۵/۱۰

عکس نمایه Mrinal Roy

Mrinal Roy, … Praneet3

۱۳۹۸/۵/۸

CIFAR-10, CIFAR-100 Models with Mesh TensorFlow

+1 On Thursday, 13 June 2019 14:09:11 UTC-4, Mrinal Roy wrote: Anyone tried or have pointers to

خوانده‌نشده،

CIFAR-10, CIFAR-100 Models with Mesh TensorFlow

+1 On Thursday, 13 June 2019 14:09:11 UTC-4, Mrinal Roy wrote: Anyone tried or have pointers to

۱۳۹۸/۵/۸

عکس نمایه Suhas Shekhar

Suhas Shekhar, Praneet2

۱۳۹۸/۵/۸

Model-Parallel Layout in Mesh-Tensorflow

+1, looking for answer/ Thanks you On Monday, 1 July 2019 20:39:07 UTC-4, Suhas Shekhar wrote: I am

خوانده‌نشده،

Model-Parallel Layout in Mesh-Tensorflow

+1, looking for answer/ Thanks you On Monday, 1 July 2019 20:39:07 UTC-4, Suhas Shekhar wrote: I am

۱۳۹۸/۵/۸

عکس نمایه Youwei Liang

Youwei Liang, … Lukasz Kaiser5

۱۳۹۸/۵/۵

Does anyone know some easy-to-train datasets?

Thank you. I want to train on an NLP dataset.

خوانده‌نشده،

Does anyone know some easy-to-train datasets?

Thank you. I want to train on an NLP dataset.

۱۳۹۸/۵/۵

عکس نمایه Eugene Kuznetsov

Eugene Kuznetsov, Lukasz Kaiser7

۱۳۹۸/۴/۳۱

bfloat16 GPU performance

Found another fairly significant optimization. It turns out that, if you add a dense layer to

خوانده‌نشده،

bfloat16 GPU performance

Found another fairly significant optimization. It turns out that, if you add a dense layer to

۱۳۹۸/۴/۳۱

عکس نمایه Seongjin Cho

Seongjin Cho, Lukasz Kaiser2

۱۳۹۸/۴/۲۹

"Generic conv implementation only supports NHWC tensor format for now" error when using t2t-decode

This looks very much like a TF or CUDA problem. I'm not sure what the solution is, but please ask

خوانده‌نشده،

"Generic conv implementation only supports NHWC tensor format for now" error when using t2t-decode

This looks very much like a TF or CUDA problem. I'm not sure what the solution is, but please ask

۱۳۹۸/۴/۲۹

عکس نمایه Martin Popel

۱۳۹۸/۴/۲۷

Re: Formula used to calculate BLEU

Hi Arben, t2t-bleu implementation (as well as SacreBLEU) uses the correct BLEU formula (as in the

خوانده‌نشده،

Re: Formula used to calculate BLEU

Hi Arben, t2t-bleu implementation (as well as SacreBLEU) uses the correct BLEU formula (as in the

۱۳۹۸/۴/۲۷

عکس نمایه Santosh Gupta

Santosh Gupta, Lukasz Kaiser2

۱۳۹۸/۴/۲۷

Is the Text2textCopyableTokens problem for summarization? If so, what to put for 'extra_label'?

I must admit I'm not sure what problem this file is about, does anyone know? Lukasz On Tue, Jul

خوانده‌نشده،

Is the Text2textCopyableTokens problem for summarization? If so, what to put for 'extra_label'?

I must admit I'm not sure what problem this file is about, does anyone know? Lukasz On Tue, Jul

۱۳۹۸/۴/۲۷

عکس نمایه Arben Sabani

Arben Sabani, Martin Popel3

۱۳۹۸/۴/۲۲

mathematical formula used for t2t-bleu

Thanks a lot, Martin. Thant helps a lot. best Arben On Saturday, 13 July 2019 18:30:47 UTC+2, Arben

خوانده‌نشده،

mathematical formula used for t2t-bleu

Thanks a lot, Martin. Thant helps a lot. best Arben On Saturday, 13 July 2019 18:30:47 UTC+2, Arben

۱۳۹۸/۴/۲۲

عکس نمایه siddhant sharma

siddhant sharma, Martin Popel2

۱۳۹۸/۴/۲۲

Generation of word embedding in tensor2tensor-transformer model

Hi Siddhant, by default, word embeddings are treated as all other weights in the Transformer model,

خوانده‌نشده،

Generation of word embedding in tensor2tensor-transformer model

Hi Siddhant, by default, word embeddings are treated as all other weights in the Transformer model,

۱۳۹۸/۴/۲۲

عکس نمایه Arben Sabani

Arben Sabani, … est namoc6

۱۳۹۸/۴/۲۲

new translate problem which can deal with corrections

Thanks a lot, very interesting articles. I had a similar idea or approach how translation should work

خوانده‌نشده،

new translate problem which can deal with corrections

Thanks a lot, very interesting articles. I had a similar idea or approach how translation should work

۱۳۹۸/۴/۲۲

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