tensor2tensor

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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

0 satır seçildi

subramaniyam cabila adlı kullanıcının profil fotoğrafı

subramaniyam cabila, Joydeep Mitra3

12.11.2023

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

okunmadı,

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

12.11.2023

Betizazu Alemu adlı kullanıcının profil fotoğrafı

6.06.2022

I need Just one Command

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

okunmadı,

I need Just one Command

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

6.06.2022

Lohith Naj N adlı kullanıcının profil fotoğrafı

5.12.2021

Unable to train the model

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

okunmadı,

Unable to train the model

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

5.12.2021

孟焯 adlı kullanıcının profil fotoğrafı

8.07.2020

Model Apply and Application - Image Classification

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

okunmadı,

Model Apply and Application - Image Classification

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

8.07.2020

Rohan adlı kullanıcının profil fotoğrafı

Rohan, Lukasz Kaiser2

20.03.2020

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

okunmadı,

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

20.03.2020

Arben Sabani adlı kullanıcının profil fotoğrafı

19.03.2020

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

okunmadı,

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

19.03.2020

Paloma Jimeno adlı kullanıcının profil fotoğrafı

Paloma Jimeno, Martin Popel3

20.02.2020

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-

okunmadı,

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-

20.02.2020

David Liebman adlı kullanıcının profil fotoğrafı

David Liebman, Martin Popel4

16.02.2020

registering hparam set in user dir

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

okunmadı,

registering hparam set in user dir

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

16.02.2020

Ravi Jain adlı kullanıcının profil fotoğrafı

1.11.2019

Regarding attention

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

okunmadı,

Regarding attention

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

1.11.2019

Sumeet Singh adlı kullanıcının profil fotoğrafı

29.10.2019

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

okunmadı,

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

29.10.2019

Sumeet Singh adlı kullanıcının profil fotoğrafı

23.10.2019

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

okunmadı,

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

23.10.2019

Sumeet Singh adlı kullanıcının profil fotoğrafı

21.10.2019

ImageMsCocoCharacters (image_ms_coco_characters)

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

okunmadı,

ImageMsCocoCharacters (image_ms_coco_characters)

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

21.10.2019

Weiguang Guan adlı kullanıcının profil fotoğrafı

Weiguang Guan, … Sumeet Singh7

21.10.2019

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. [[

okunmadı,

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. [[

21.10.2019

Aleksas Pielikis adlı kullanıcının profil fotoğrafı

Aleksas Pielikis

21.10.2019

Defining Text Multi-label Classification Problem

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

okunmadı,

Defining Text Multi-label Classification Problem

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

21.10.2019

Tianyu Jiang adlı kullanıcının profil fotoğrafı

8.10.2019

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

okunmadı,

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

8.10.2019

Simon Mc Duff adlı kullanıcının profil fotoğrafı

Simon Mc Duff, … Erik Chan8

3.10.2019

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

okunmadı,

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

3.10.2019

陳裕政 adlı kullanıcının profil fotoğrafı

陳裕政, Eugene Kuznetsov5

1.10.2019

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

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

okunmadı,

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

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

1.10.2019

Jonny Saunders adlı kullanıcının profil fotoğrafı

29.09.2019

Conditional Language Modeling?

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

okunmadı,

Conditional Language Modeling?

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

29.09.2019

David Liebman adlı kullanıcının profil fotoğrafı

David Liebman, John Ed Alvinez2

29.09.2019

learning rate 2.0

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

okunmadı,

learning rate 2.0

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

29.09.2019

siddhant sharma adlı kullanıcının profil fotoğrafı

siddhant sharma, Martin Popel2

1.08.2019

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

okunmadı,

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

1.08.2019

Mrinal Roy adlı kullanıcının profil fotoğrafı

Mrinal Roy, … Praneet3

30.07.2019

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

okunmadı,

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

30.07.2019

Suhas Shekhar adlı kullanıcının profil fotoğrafı

Suhas Shekhar, Praneet2

30.07.2019

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

okunmadı,

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

30.07.2019

Youwei Liang adlı kullanıcının profil fotoğrafı

Youwei Liang, … Lukasz Kaiser5

27.07.2019

Does anyone know some easy-to-train datasets?

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

okunmadı,

Does anyone know some easy-to-train datasets?

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

27.07.2019

Eugene Kuznetsov adlı kullanıcının profil fotoğrafı

Eugene Kuznetsov, Lukasz Kaiser7

22.07.2019

bfloat16 GPU performance

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

okunmadı,

bfloat16 GPU performance

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

22.07.2019

Seongjin Cho adlı kullanıcının profil fotoğrafı

Seongjin Cho, Lukasz Kaiser2

20.07.2019

"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

okunmadı,

"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

20.07.2019

Martin Popel adlı kullanıcının profil fotoğrafı

18.07.2019

Re: Formula used to calculate BLEU

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

okunmadı,

Re: Formula used to calculate BLEU

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

18.07.2019

Santosh Gupta adlı kullanıcının profil fotoğrafı

Santosh Gupta, Lukasz Kaiser2

18.07.2019

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

okunmadı,

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

18.07.2019

Arben Sabani adlı kullanıcının profil fotoğrafı

Arben Sabani, Martin Popel3

13.07.2019

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

okunmadı,

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

13.07.2019

siddhant sharma adlı kullanıcının profil fotoğrafı

siddhant sharma, Martin Popel2

13.07.2019

Generation of word embedding in tensor2tensor-transformer model

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

okunmadı,

Generation of word embedding in tensor2tensor-transformer model

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

13.07.2019

Arben Sabani adlı kullanıcının profil fotoğrafı

Arben Sabani, … est namoc6

13.07.2019

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

okunmadı,

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

13.07.2019

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