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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
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subramaniyam cabila
,
Joydeep Mitra
3
12/11/2023
Clarification
I apologize for the error. On Mon, 13 Nov 2023, 09:13 Joydeep Mitra, <joyd...@gmail.com> wrote
não lida,
Clarification
I apologize for the error. On Mon, 13 Nov 2023, 09:13 Joydeep Mitra, <joyd...@gmail.com> wrote
12/11/2023
Betizazu Alemu
06/06/2022
I need Just one Command
I know it's no longer supported, but I am just starting on NLP and working on a Translation
não lida,
I need Just one Command
I know it's no longer supported, but I am just starting on NLP and working on a Translation
06/06/2022
Lohith Naj N
05/12/2021
Unable to train the model
Hello, I used your code in machine learning foundations video lecture on your youtube channel and I
não lida,
Unable to train the model
Hello, I used your code in machine learning foundations video lecture on your youtube channel and I
05/12/2021
孟焯
08/07/2020
Model Apply and Application - Image Classification
Dear experts, I want to use Tensor2Tensor for image classification tasks. After model training, I got
não lida,
Model Apply and Application - Image Classification
Dear experts, I want to use Tensor2Tensor for image classification tasks. After model training, I got
08/07/2020
Rohan
,
Lukasz Kaiser
2
20/03/2020
GSOC 2020
Hi Rohan. We're not planning to convert T2T to TF2 as is. Instead, please contribute to Trax, the
não lida,
GSOC 2020
Hi Rohan. We're not planning to convert T2T to TF2 as is. Instead, please contribute to Trax, the
20/03/2020
Arben Sabani
2
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
não lida,
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
,
Martin Popel
3
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-
não lida,
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
,
Martin Popel
4
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
não lida,
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
01/11/2019
Regarding attention
Why is ``` Q*(K).t() ``` ( t() mean transpose) done in attention, and not ``` Q*(Q+K).t() ``` for
não lida,
Regarding attention
Why is ``` Q*(K).t() ``` ( t() mean transpose) done in attention, and not ``` Q*(Q+K).t() ``` for
01/11/2019
Sumeet Singh
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
não lida,
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
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
não lida,
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
21/10/2019
ImageMsCocoCharacters (image_ms_coco_characters)
Hi, Does anybody know what model goes along with the ImageMsCocoCharacters (image_ms_coco_characters)
não lida,
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
, …
Sumeet Singh
7
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. [[
não lida,
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
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
não lida,
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
08/10/2019
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
não lida,
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
08/10/2019
Simon Mc Duff
, …
Erik Chan
8
03/10/2019
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
não lida,
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
03/10/2019
陳裕政
,
Eugene Kuznetsov
5
01/10/2019
with Tensor2tensor when making a transformer training.......
I think the dateset is fine. Because, the training could be continued. The following is including
não lida,
with Tensor2tensor when making a transformer training.......
I think the dateset is fine. Because, the training could be continued. The following is including
01/10/2019
Jonny Saunders
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
não lida,
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
,
John Ed Alvinez
2
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
não lida,
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
,
Martin Popel
2
01/08/2019
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
não lida,
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
01/08/2019
Mrinal Roy
, …
Praneet
3
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
não lida,
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
,
Praneet
2
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
não lida,
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
, …
Lukasz Kaiser
5
27/07/2019
Does anyone know some easy-to-train datasets?
Thank you. I want to train on an NLP dataset.
não lida,
Does anyone know some easy-to-train datasets?
Thank you. I want to train on an NLP dataset.
27/07/2019
Eugene Kuznetsov
,
Lukasz Kaiser
7
22/07/2019
bfloat16 GPU performance
Found another fairly significant optimization. It turns out that, if you add a dense layer to
não lida,
bfloat16 GPU performance
Found another fairly significant optimization. It turns out that, if you add a dense layer to
22/07/2019
Seongjin Cho
,
Lukasz Kaiser
2
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
não lida,
"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
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
não lida,
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
,
Lukasz Kaiser
2
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
não lida,
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
,
Martin Popel
3
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
não lida,
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
,
Martin Popel
2
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,
não lida,
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
, …
est namoc
6
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
não lida,
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