Displaying 20 results from an estimated 91 matches for "tensorflow".
2019 Sep 09
5
Google’s TensorFlow team would like to contribute MLIR to the LLVM Foundation
Hi all,
The TensorFlow team at Google has been leading the charge to build a new set of compiler infrastructure, known as the MLIR project <https://github.com/tensorflow/mlir>. The initial focus has been on machine learning infrastructure, high performance accelerators, heterogeneous compute, and HPC-style computa...
2019 Sep 10
2
Google’s TensorFlow team would like to contribute MLIR to the LLVM Foundation
...s more importantly, as Hal states clearly, is the need for
> > an official specification, similar to the one for LLVM IR, as well as
> > a formal document with the expected semantics into LLVM IR. Sooner,
> > indeed.
>
> +1. There are all kinds of scattered documents on the TensorFlow site
> talking about MLIR, the affine dialect, etc. but nothing of the quality
> and approachability of LLVM's language reference. I find it difficult
> to pull all the pieces together.
>
One of the main reason we haven't invested in a proper website and
documentation was in a...
2019 Jan 16
2
optimizacion costos
...coner, Introducción
a la genética cuantitativa, que tiene escrita la parte matemática, hay un
abismo entre la biología y los ingenieros que se inspiran en la biología.
Yo pensaba en la resolución de un problema real, aunque relativamente
simple como puede ser el de mínimos costos, donde se utilice tensorflow, en
otras palabras, R tiene paquetes para la optimización, entonces me hago una
pregunta, ¿que pasa si tomo uno de esos ejemplos y lo corro con la librería
R del paquete y con Keras como documenta Rstudio utilizando tensorflow? Los
ejemplos son de reconocimiento de imágenes, regresión, clasificació...
2016 Apr 01
3
TensorFlow in R
Hi All,
I didn't have much success through my Google search in finding any active
R-related projects to create a wrapper around TensorFlow in R. Anyone know
if this is on the go?
Thanks,
Axel.
[[alternative HTML version deleted]]
2016 Apr 01
3
TensorFlow in R
Hi All,
I didn't have much success through my Google search in finding any active
R-related projects to create a wrapper around TensorFlow in R. Anyone know
if this is on the go?
Thanks,
Axel.
[[alternative HTML version deleted]]
2019 Sep 09
5
Google’s TensorFlow team would like to contribute MLIR to the LLVM Foundation
Overall, I think it will be a good move.
Maintenance wise, I'm expecting the existing community to move into
LLVM (if not all in already), so I don't foresee any additional costs.
Though, Hal's points are spot on...
On Mon, 9 Sep 2019 at 18:47, Finkel, Hal J. via llvm-dev
<llvm-dev at lists.llvm.org> wrote:
> 3. As a specific example of the above, the current development
2019 Sep 11
5
Google’s TensorFlow team would like to contribute MLIR to the LLVM Foundation
...f to concrete semantic
> >> descriptions, though I would expect the affine dialect (and others) to
> >> have documentation on par with the LLVM IR.
> >
> >
> > Just last week I had to scout through the affine dialect "LangRef
> > <https://github.com/tensorflow/mlir/blob/master/g3doc/Dialects/Affine.md
> >"
> > for something, and I also felt that it is due for a refresh! It seemed a
> > bit more than just BNF though, do you have example of what you would like
> > to see expanded there?
>
> I was referring to the base MLI...
2019 Jan 16
2
optimizacion costos
Estimados.
Hace un tiempo que tengo una duda, estaba pensando en los problemas como
optimización de costos, donde hay varias alternativas y librerías, pasando
por soluciones inspiradas en energía, genética o algo matemático como
matrices y álgebra.
Luego aparecen tensorflow, cntk, y otros tantos, de los cuáles
https://keras.rstudio.com/ ofrece alternativas para mezclar los mundos por
decirlo de alguna forma.
De estos si miro https://keras.rstudio.com/ observo en la documentación lo
que aparece siempre, la optimización. En este caso sería lo siguiente:
model %>% c...
2018 Aug 16
2
Building LLVM through Bazel
...l question is what underlying commands are necessary to
>> build all the source files (without actually compiling the C/C++)? If I can
>> understand how to do this manually with terminal/cmake/tblgen, then I could
>> probably get it to work with Bazel.
>>
>> Looking at TensorFlow's setup
>> <https://github.com/tensorflow/tensorflow/blob/efddd17519e43e956c3fa79981c408803521fe61/third_party/llvm/llvm.autogenerated.BUILD#L195>,
>> it looks like tblgen has dependencies on support which goes down to zlib
>> and gets a lot of complexity there. I get th...
2018 Aug 16
3
Building LLVM through Bazel
...n (thanks for
pointing that out), but it runs into the same "No such file or directory:
*.inc". I don't see those files built anywhere in that list. Does it take
tblgen into account?
Doug
On Thu, Aug 16, 2018, 1:02 PM Sanjoy Das <sanjoy at playingwithpointers.com>
wrote:
> TensorFlow uses bazel to build LLVM:
> https://github.com/tensorflow/tensorflow/tree/master/third_party/llvm
> The script that generates llvm.autogenerated.BUILD is not open sourced
> yet unfortunately but looking skimming through the generated file
> should give you a rough idea of what's inv...
2019 Sep 09
3
Google’s TensorFlow team would like to contribute MLIR to the LLVM Foundation
On Mon, 9 Sep 2019 at 22:22, Chris Lattner <clattner at google.com> wrote:
> Including a bunch of content, eg a full langref doc:
> https://github.com/tensorflow/mlir/blob/master/g3doc/LangRef.md
Thanks Chris, that looks awesome!
This one could perhaps be improved with time:
https://github.com/tensorflow/mlir/blob/master/g3doc/ConversionToLLVMDialect.md
Which I think was Hal's point. If we had a front-end already using it
in tree, we could be a bit m...
2019 May 21
2
RFC: changing variable naming rules in LLVM codebase
Hi folks,
Git is on its way to learning how to ignore commits, allowing us to do variable renaming and other small refactorings without breaking git blame.
It's like git-hyper-blame [1] but significantly more powerful as it uses fuzzy matching to match lines, including lines that may have been split or joined.
A preview release of Git with this new feature is at:
2019 Jun 07
2
RFC: changing variable naming rules in LLVM codebase
...dev <
llvm-dev at lists.llvm.org> wrote:
> Hi Michael,
>
> I’m still very interested in seeing a change here. If someone is
> interested in seeing a codebase using the proposed camelBack convention for
> variables names, the MLIR codebase is public
> <https://github.com/tensorflow/mlir> and uses it.
>
> If you’re curious to see what this looks like in practice, there are lots
> of examples in the codebase, here is an example .cpp file
> <https://github.com/tensorflow/mlir/blob/master/lib/Transforms/LoopUnrollAndJam.cpp>
> , here is another
> <ht...
2018 Aug 15
1
Building LLVM through Bazel
...ack this together on my end.
I guess my real question is what underlying commands are necessary to build
all the source files (without actually compiling the C/C++)? If I can
understand how to do this manually with terminal/cmake/tblgen, then I could
probably get it to work with Bazel.
Looking at TensorFlow's setup
<https://github.com/tensorflow/tensorflow/blob/efddd17519e43e956c3fa79981c408803521fe61/third_party/llvm/llvm.autogenerated.BUILD#L195>,
it looks like tblgen has dependencies on support which goes down to zlib
and gets a lot of complexity there. I get the impression that tblgen is...
2020 Apr 08
6
RFC: a practical mechanism for applying Machine Learning for optimization policies in LLVM
...).
We discuss ‘rel’ mode here, and ‘dev’ mode in the Appendix, as it is more
involved.
Inference Opt-In Mechanism
The feature is primarily controlled by the cmake flag
LLVM_USE_ML_POLICY={“Rel”|”Dev”}. Each has different dependencies. The
“Rel”ease case requires specifying the location of the pip tensorflow
package (currently, that’s tf_nightly, and it should soon be available in
tensorflow)
To opt in the ‘Rel’ case:
1.
install tensorflow pip package
pip3 install tf_nightly --user
1.
configure llvm build
cmake ../llvm -DLLVM_USE_ML_POLICY=Rel \
-DLLVM_TF_AOT_RUNTIME=~/.local/lib/py...
2020 Apr 08
2
RFC: a practical mechanism for applying Machine Learning for optimization policies in LLVM
...is
> more
> > involved.
> > Inference Opt-In Mechanism
> >
> > The feature is primarily controlled by the cmake flag
> > LLVM_USE_ML_POLICY={“Rel”|”Dev”}. Each has different dependencies. The
> > “Rel”ease case requires specifying the location of the pip tensorflow
> > package (currently, that’s tf_nightly, and it should soon be available
> in
> > tensorflow)
> >
> > To opt in the ‘Rel’ case:
> >
> > 1.
> >
> > install tensorflow pip package
> >
> > pip3 install tf_nightly --user
&...
2020 Apr 09
3
RFC: a practical mechanism for applying Machine Learning for optimization policies in LLVM
...t;> > Inference Opt-In Mechanism
>>> >
>>> > The feature is primarily controlled by the cmake flag
>>> > LLVM_USE_ML_POLICY={“Rel”|”Dev”}. Each has different dependencies. The
>>> > “Rel”ease case requires specifying the location of the pip tensorflow
>>> > package (currently, that’s tf_nightly, and it should soon be
>>> available in
>>> > tensorflow)
>>> >
>>> > To opt in the ‘Rel’ case:
>>> >
>>> > 1.
>>> >
>>> > install tenso...
2019 Aug 16
2
[ORC] [mlir] Dump assembly from OrcJit
+ MLIR dev mailing list since that’s where the OrcJit I’m using is.
Thanks for all the details, Lang! What you described is exactly what I’m looking for!
Please, MLIR dev, let me know if this debug feature and the solution that Lang describes below is interesting for MLIR. I’ll dig more into the details then but it doesn’t seem too complicated.
Thanks,
Diego
From: Lang Hames [mailto:lhames at
2018 Jun 02
2
Prediccion de series temporales con keras
Buenas
Alguien sabe como se hacen las predicciones de las series temporslea usando keras?
Baaado en esto:
https://tensorflow.rstudio.com/blog/time-series-forecasting-with-recurrent-neural-networks.html
He intentado hacer un predict_generator(test_data) pero siempre me devuelve el error de que el array no coincid con las dimensiones
Gracias!!
Obtener Outlook para Android<https://aka.ms/ghei36>
[[alternative HT...
2019 Jun 10
2
RFC: changing variable naming rules in LLVM codebase
...dev at lists.llvm.org> wrote:
>
> Hi Michael,
>
>
>
> I’m still very interested in seeing a change here. If someone is
> interested in seeing a codebase using the proposed camelBack convention for
> variables names, the MLIR codebase is public
> <https://github.com/tensorflow/mlir> and uses it.
>
>
>
> If you’re curious to see what this looks like in practice, there are lots
> of examples in the codebase, here is an example .cpp file
> <https://github.com/tensorflow/mlir/blob/master/lib/Transforms/LoopUnrollAndJam.cpp>
> , here is another
&...