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Welcome to the User Group for BigDL (
https://github.com/intel-anal
ytics/bigdl
)
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clare
10/26/24
How should the training data of ParallelCriterion be combined?
def createESMMModel(inputDim: Int, sharedLayerDims: Array[Int], ctrDims: Array[Int], cvrDims: Array[
unread,
How should the training data of ParallelCriterion be combined?
def createESMMModel(inputDim: Int, sharedLayerDims: Array[Int], ctrDims: Array[Int], cvrDims: Array[
10/26/24
anga...@u.northwestern.edu
,
glor...@gmail.com
2
6/4/24
Spark version upgrade
Hi Angang, really sorry, but we don't have any recent plans to release a new BigDL version for
unread,
Spark version upgrade
Hi Angang, really sorry, but we don't have any recent plans to release a new BigDL version for
6/4/24
Phuong LE-HONG
,
Xin Qiu
2
3/18/24
How to know that MKL is working or not?
For 1: Yes, it's necessary for MKL. We are calling MKL through JNI, the source code is here https
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How to know that MKL is working or not?
For 1: Yes, it's necessary for MKL. We are calling MKL through JNI, the source code is here https
3/18/24
Linbo Jin
, …
Xin Qiu
14
3/18/24
Intel’s BigDL on Databricks
Hi, you can follow this guide https://bigdl.readthedocs.io/en/latest/doc/UserGuide/databricks.html 在
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Intel’s BigDL on Databricks
Hi, you can follow this guide https://bigdl.readthedocs.io/en/latest/doc/UserGuide/databricks.html 在
3/18/24
Phuong LE-HONG
,
huangka...@gmail.com
4
1/25/24
Keras-style MapTable container
Hi Phuong, Sorry that we don't have plan to support this at this moment. We will notify you when
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Keras-style MapTable container
Hi Phuong, Sorry that we don't have plan to support this at this moment. We will notify you when
1/25/24
AN-TRUONG Tran Phan
,
huangka...@gmail.com
4
11/21/23
BigDL Orca training with dataset is text
Hi Truong, Sorry for the late reply. Actually the step here: https://bigdl.readthedocs.io/en/latest/
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BigDL Orca training with dataset is text
Hi Truong, Sorry for the late reply. Actually the step here: https://bigdl.readthedocs.io/en/latest/
11/21/23
Snow West
, …
glor...@gmail.com
5
10/25/23
BigDL-LLM cannot be installed in Mac that use Xeon
Hi Snow, You can also use Docker container to run BigDL-LLM on Mac, please refer to https://github.
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BigDL-LLM cannot be installed in Mac that use Xeon
Hi Snow, You can also use Docker container to run BigDL-LLM on Mac, please refer to https://github.
10/25/23
yan lu
,
huangka...@gmail.com
2
9/27/23
An java.lang.ArrayIndexOutOfBoundsException error occurred when I tried to build a simple LSTM model
Follow-up of this issue is here: https://github.com/intel-analytics/BigDL/issues/9051 On Monday,
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An java.lang.ArrayIndexOutOfBoundsException error occurred when I tried to build a simple LSTM model
Follow-up of this issue is here: https://github.com/intel-analytics/BigDL/issues/9051 On Monday,
9/27/23
clar...@gmail.com
,
Xin Qiu
4
9/7/23
Error when saving pyspark.ml.Pipeline with fitted NNEstimator
I have reproduced your error, the spark version 3.2.1 is not compatiable. You can downgrade spark to
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Error when saving pyspark.ml.Pipeline with fitted NNEstimator
I have reproduced your error, the spark version 3.2.1 is not compatiable. You can downgrade spark to
9/7/23
Jason Dai
7/3/23
[Announcement] BigDL-LLM
Hi, I would like to share the latest bigdl-llm, a library for running LLM (language language model)
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[Announcement] BigDL-LLM
Hi, I would like to share the latest bigdl-llm, a library for running LLM (language language model)
7/3/23
kazeb
,
Wang, Yang3
10
5/7/23
Error when running yolov3 example
Thank Yang Vào lúc 10:33:27 UTC+7 ngày Thứ Năm, 4 tháng 5, 2023, Yang Wang đã viết: Hi Kazeb, We used
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Error when running yolov3 example
Thank Yang Vào lúc 10:33:27 UTC+7 ngày Thứ Năm, 4 tháng 5, 2023, Yang Wang đã viết: Hi Kazeb, We used
5/7/23
Timothy Curry
, …
Phuong LE-HONG
7
5/3/23
Trying to build SimpleMlp
Dear Timothy, You need to add a repo for your sbt-assembly plugin. Something like this: addSbtPlugin(
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Trying to build SimpleMlp
Dear Timothy, You need to add a repo for your sbt-assembly plugin. Something like this: addSbtPlugin(
5/3/23
Jason Dai
4/27/23
[Announcement] BigDL 2.3.0 release
Hi Everyone, I'm happy to announce the BigDL 2.3.0 release; please see the release notes for more
unread,
[Announcement] BigDL 2.3.0 release
Hi Everyone, I'm happy to announce the BigDL 2.3.0 release; please see the release notes for more
4/27/23
Hamza Saaidia
,
Xin Qiu
2
4/17/23
Fitting the model with Spark Dataframe
Does your Keras Estimator mean NNEstimator ? https://bigdl.readthedocs.io/en/latest/doc/DLlib/
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Fitting the model with Spark Dataframe
Does your Keras Estimator mean NNEstimator ? https://bigdl.readthedocs.io/en/latest/doc/DLlib/
4/17/23
Phuong LE-HONG
,
Kai Huang
4
4/14/23
How to use Feature/Label padding with NNEstimator?
Thanks Kai for your reply. I did exactly what you suggested. I wrote a Spark transformer to pad/
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How to use Feature/Label padding with NNEstimator?
Thanks Kai for your reply. I did exactly what you suggested. I wrote a Spark transformer to pad/
4/14/23
Hamza Saaidia
,
glor...@gmail.com
3
4/10/23
How can I scale my Spark cluster to test my deep learning distribution performance?
Thank you for answering my question, Actually I mean that my hardware is not enough for the tests
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How can I scale my Spark cluster to test my deep learning distribution performance?
Thank you for answering my question, Actually I mean that my hardware is not enough for the tests
4/10/23
islem mehablia
,
Ge Song
4
4/7/23
How to load data from HDFS to create tf.dataset to fit the keras.estimator?
Hi Mehablia, The following are possible solutions that you can try to solve the Ray Out Of Memory (
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How to load data from HDFS to create tf.dataset to fit the keras.estimator?
Hi Mehablia, The following are possible solutions that you can try to solve the Ray Out Of Memory (
4/7/23
Faisal
,
Xin Qiu
2
3/30/23
Print iterative loss for train and validation data on Scala
Hi, Faisal You can find some related usage in our unit tests, see https://github.com/intel-analytics/
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Print iterative loss for train and validation data on Scala
Hi, Faisal You can find some related usage in our unit tests, see https://github.com/intel-analytics/
3/30/23
Hamza Saaidia
,
Xin Qiu
2
3/19/23
Adapt Pytorch algorithm to BigDL
Hi, Hamza I find you are using the jep backend, it's hard to use, and deprecated. We recommend
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Adapt Pytorch algorithm to BigDL
Hi, Hamza I find you are using the jep backend, it's hard to use, and deprecated. We recommend
3/19/23
Hamza Col SAAIDIA
, …
Hamza Saaidia
4
3/19/23
Looking for Virtual Machine that contains BigDL to create a cluster
Thank you Mr. Xin, thank you Mr. Jason We were able to create a cluster and run BigDL on it, we have
unread,
Looking for Virtual Machine that contains BigDL to create a cluster
Thank you Mr. Xin, thank you Mr. Jason We were able to create a cluster and run BigDL on it, we have
3/19/23
Jason Dai
3/1/23
A new BigDL-Nano example for running Stable Diffusion
Please see the new BigDL-Nano example for running Stable Diffusion (https://github.com/intel-
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A new BigDL-Nano example for running Stable Diffusion
Please see the new BigDL-Nano example for running Stable Diffusion (https://github.com/intel-
3/1/23
Phuong LE-HONG
,
Jennie Wang
5
1/27/23
How to add a custom layer at the end of a trained Model?
Hi Phuong, Yes, you can use nodes(someNames) or node(someName) to do that. Our team would discuss
unread,
How to add a custom layer at the end of a trained Model?
Hi Phuong, Yes, you can use nodes(someNames) or node(someName) to do that. Our team would discuss
1/27/23
Phuong LE-HONG
,
guoqiongsong
3
1/5/23
SparseCategoricalCrossEntropy loss on 2-d tensor within a batch
the output of the model and the loss function should align. can you please show the code of how to
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SparseCategoricalCrossEntropy loss on 2-d tensor within a batch
the output of the model and the loss function should align. can you please show the code of how to
1/5/23
Phuong LE-HONG
,
Jason Dai
3
1/4/23
Label as vector in BigDL 2.1.0
Yes - the preferred approach for DLlib is to use Keras-like API to build the model, and use NNFrame (
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Label as vector in BigDL 2.1.0
Yes - the preferred approach for DLlib is to use Keras-like API to build the model, and use NNFrame (
1/4/23
Phuong LE-HONG
,
Jennie Wang
4
1/4/23
Error using Keras-like TimeDistributed with Dense layer
Dear Jennie, Thanks for your reply. Yes, I had to cast the layer to KerasLayer[Activity, Tensor[Float
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Error using Keras-like TimeDistributed with Dense layer
Dear Jennie, Thanks for your reply. Yes, I had to cast the layer to KerasLayer[Activity, Tensor[Float
1/4/23
Mohammed Elhmadany
, …
ge song
15
12/19/22
Make a prediction from spark image data frame on Openvino Estimator
Hi Elhm, Good day! This SONG Ge, a software engineer from BigDL team. Based on our communication
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Make a prediction from spark image data frame on Openvino Estimator
Hi Elhm, Good day! This SONG Ge, a software engineer from BigDL team. Based on our communication
12/19/22
clar...@gmail.com
, …
guoqiongsong
3
11/9/22
How to load trained zoo Models using dllib?
Please share more information about how you saved the model On Wednesday, November 9, 2022 at 1:49:45
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How to load trained zoo Models using dllib?
Please share more information about how you saved the model On Wednesday, November 9, 2022 at 1:49:45
11/9/22
clar...@gmail.com
,
guoqiong song
2
11/9/22
Error encountered in migration from Zoo 0.11.0 to BigDL 2.1.0
It is correct to start nncontext this way. from bigdl.dllib.nncontext import init_nncontext sc =
unread,
Error encountered in migration from Zoo 0.11.0 to BigDL 2.1.0
It is correct to start nncontext this way. from bigdl.dllib.nncontext import init_nncontext sc =
11/9/22
clar...@gmail.com
,
Wang, Yang3
9
10/6/22
How to output model.summary() as string?
Hi Clare, We have added the bigdl.dllib.keras.models.Model.summary() support in the latest release.
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How to output model.summary() as string?
Hi Clare, We have added the bigdl.dllib.keras.models.Model.summary() support in the latest release.
10/6/22
Jason Dai
9/28/22
[Announcement] BigDL 2.1.0 release
Hi Everyone, I'm happy to announce the BigDL 2.1.0 release; please see the release notes for more
unread,
[Announcement] BigDL 2.1.0 release
Hi Everyone, I'm happy to announce the BigDL 2.1.0 release; please see the release notes for more
9/28/22