SIG Micro

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Oct 15

Re: Mismatch opcode version TRANSPOSE

+SIG micro On Fri, Oct 15, 2021 at 11:11 AM Advait Jain <advaitjain@google.com> wrote: Can you

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Re: Mismatch opcode version TRANSPOSE

+SIG micro On Fri, Oct 15, 2021 at 11:11 AM Advait Jain <advaitjain@google.com> wrote: Can you

Oct 15

Joan Mihali, Advait Jain2

Oct 15

Simulating a TFLM inference on ModelSim

Hi Joan, You can compile a static library via the microlite target. For example: make -f tensorflow/

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Simulating a TFLM inference on ModelSim

Hi Joan, You can compile a static library via the microlite target. For example: make -f tensorflow/

Oct 15

Michael O'Cleirigh, … Advait Jain4

Oct 14

What is the tflite-micro version?

Thanks for the requests. Couple of comments to illustrate where we are at wrt releases: There isn

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What is the tflite-micro version?

Thanks for the requests. Couple of comments to illustrate where we are at wrt releases: There isn

Oct 14

Oct 12

FlexVarHandleOp, FlexAssignVariableOp and While ops equivalent in TFLite micro

If I used tf.while_loop instead of tf.range to implement for loop statements, the TFLite model could

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FlexVarHandleOp, FlexAssignVariableOp and While ops equivalent in TFLite micro

If I used tf.while_loop instead of tf.range to implement for loop statements, the TFLite model could

Oct 12

Martin Cavallo Percovich, Fredrik4

Sep 20

Building TFLM library for Cortex-M4 Nucleo-L4R5ZI and Mbed Studio

Hi Fredrik! Thank you so much for your support. I have read a bit fast your response and

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Building TFLM library for Cortex-M4 Nucleo-L4R5ZI and Mbed Studio

Hi Fredrik! Thank you so much for your support. I have read a bit fast your response and

Sep 20

Advait Jain, Anonymous2

Sep 2

Re: Cortex M generic micro_time.cc

Thanks resolved! On Thu, 2 Sept 2021 at 14:39, Advait Jain <advaitjain@google.com> wrote: +SIG

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Re: Cortex M generic micro_time.cc

Thanks resolved! On Thu, 2 Sept 2021 at 14:39, Advait Jain <advaitjain@google.com> wrote: +SIG

Sep 2

Aug 31

[TFLM] Interpreter.invoke() takes indefinite time

Hi all, The interpreter.invoke() method takes indefinite time to run. It doesn't even return any

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[TFLM] Interpreter.invoke() takes indefinite time

Hi all, The interpreter.invoke() method takes indefinite time to run. It doesn't even return any

Aug 31

Daniel Situnayake, … Pete Warden5

Aug 30

Partial runs of models in TFLM

I love that idea of the developer-supplied callback; it would be super helpful in all sorts of ways,

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Partial runs of models in TFLM

I love that idea of the developer-supplied callback; it would be super helpful in all sorts of ways,

Aug 30

Aakash Tyagi, sandeep singh2

Aug 30

Support for int32 in strided slice operation

Hi, This is correct behaviour as Keras by default sets the dynamic batch size to true. So, your model

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Support for int32 in strided slice operation

Hi, This is correct behaviour as Keras by default sets the dynamic batch size to true. So, your model

Aug 30

James B., … Advait Jain3

Aug 11

Post-training integer quantization seems not to work on microcontroller

+tflite@tensorflow.org Combining the threads on the same topic on two different mailing lists. On Tue

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Post-training integer quantization seems not to work on microcontroller

+tflite@tensorflow.org Combining the threads on the same topic on two different mailing lists. On Tue

Aug 11

Buisness Professionals

Jul 28

Unable to run a model correctly

Hi all, I am just trying to run a different model instead of the hello world model present in the

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Unable to run a model correctly

Hi all, I am just trying to run a different model instead of the hello world model present in the

Jul 28

James B., Advait Jain2

Jul 19

Cannot convert a symbolic Keras input/output to a numpy array with TF Lite converter

Hi James, This appears to be the same question as https://github.com/tensorflow/tflite-micro/issues/

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Cannot convert a symbolic Keras input/output to a numpy array with TF Lite converter

Hi James, This appears to be the same question as https://github.com/tensorflow/tflite-micro/issues/

Jul 19

Andrew Stanford-Jason, Advait Jain2

Jun 18

Block Floating Point Support

Adding the tflite mailing list to this conversation. On Fri, Jun 18, 2021 at 12:49 AM Andrew Stanford

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Block Floating Point Support

Adding the tflite mailing list to this conversation. On Fri, Jun 18, 2021 at 12:49 AM Andrew Stanford

Jun 18

Jun 1

Update on the TFLM repository transition

Hi everyone, With this PR, the micro subdirectory of the Tensorflow GitHub repository is no longer

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Update on the TFLM repository transition

Hi everyone, With this PR, the micro subdirectory of the Tensorflow GitHub repository is no longer

Jun 1

TensorFlow Forum Team

Apr 28

[Join us SIG Micro] Introducing the official TensorFlow Contributor Forum!

*Privileged information. Please do not forward. Dear TensorFlow Contributors, At the heart of

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[Join us SIG Micro] Introducing the official TensorFlow Contributor Forum!

*Privileged information. Please do not forward. Dear TensorFlow Contributors, At the heart of

Apr 28

Ian Nappier, … Banbury, Colby3

Mar 18

TinyMLPerf call for submissions

Thanks, Ian! Hi everyone, If you're interested in benchmarking TinyML systems, join the working

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TinyMLPerf call for submissions

Thanks, Ian! Hi everyone, If you're interested in benchmarking TinyML systems, join the working

Mar 18

Mar 16

removing uint8 quantization support from TFLM

Hi everyone, As I mentioned at our most recent SIG-micro meeting, we are going to start removing

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removing uint8 quantization support from TFLM

Hi everyone, As I mentioned at our most recent SIG-micro meeting, we are going to start removing

Mar 16

Nanubala Gnana Sai, Jonathan Torkelson2

Feb 27

Virtual Machine, New contributor

Hi Nanubala, I am currently in the process of trying to get TFLite up and running in Visual Studio,

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Virtual Machine, New contributor

Hi Nanubala, I am currently in the process of trying to get TFLite up and running in Visual Studio,

Feb 27

Jonathan Torkelson

Feb 27

Various Issues Running TFLite In Visual Studio

I'm currently trying to run TFLite in Visual Studio on Windows, running in a virtual

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Various Issues Running TFLite In Visual Studio

I'm currently trying to run TFLite in Visual Studio on Windows, running in a virtual

Feb 27

morten opprud, Zhe HE3

Feb 17

Alternatives to using BatchNormalisation in TFLiteMicro

Isn't that just multiplication and addition? You can just replace BN with those two ops. But you

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Alternatives to using BatchNormalisation in TFLiteMicro

Isn't that just multiplication and addition? You can just replace BN with those two ops. But you

Feb 17

Feb 10

Post training Quantization on Cats and dogs dataset (changing input shape to int8)

Hi everyone! I was inspired by your integer quantization code on the MNIST dataset. I wanna do the

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Post training Quantization on Cats and dogs dataset (changing input shape to int8)

Hi everyone! I was inspired by your integer quantization code on the MNIST dataset. I wanna do the

Feb 10

Michael O'Cleirigh, Pete Warden4

Feb 3

What is the difference between the main mfcc_op, the lite mfcc kernel and experimental microfrontend mfcc op?

Thanks for the update Michael, that plan sounds good to me! Let me know how you get on, and if

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What is the difference between the main mfcc_op, the lite mfcc kernel and experimental microfrontend mfcc op?

Thanks for the update Michael, that plan sounds good to me! Let me know how you get on, and if

Feb 3

Jan 27

git hook to check for code-style

Hi everyone, With this PR,we have made it easier to add a git hook to locally check for code-style

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git hook to check for code-style

Hi everyone, With this PR,we have made it easier to add a git hook to locally check for code-style

Jan 27

Jan 26

Fwd: RFC: Tensorflow model optimization compression API

FYI, I just saw this RFC from the main TensorFlow team, and I know the topic is relevant for a lot of

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Fwd: RFC: Tensorflow model optimization compression API

FYI, I just saw this RFC from the main TensorFlow team, and I know the topic is relevant for a lot of

Jan 26

Jan 21

Updates to the TFLM Makfile that are not backwards compatible

Hi everyone, We have removed support for the TAGS command line option as part of the TFLM Makefile.

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Updates to the TFLM Makfile that are not backwards compatible

Hi everyone, We have removed support for the TAGS command line option as part of the TFLM Makefile.

Jan 21

Jan 14

TFLM continuous builds are currently failing

This should be fixed now and the build badge should turn green in the next half hour. On Wed, Jan 13,

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TFLM continuous builds are currently failing

This should be fixed now and the build badge should turn green in the next half hour. On Wed, Jan 13,

Jan 14

Jan 11

Updated paths for the TFLM makefile artifact directory

Hi everyone, With this PR, the makefile artifact directory now has a specific suffix based on the

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Updated paths for the TFLM makefile artifact directory

Hi everyone, With this PR, the makefile artifact directory now has a specific suffix based on the

Jan 11

Jan 11

Upgraded TFLM's default arm-gcc version 10

Hi everyone, WIth this PR, the arm-gcc version has been upgraded. Please be sure to remove the

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Upgraded TFLM's default arm-gcc version 10

Hi everyone, WIth this PR, the arm-gcc version has been upgraded. Please be sure to remove the

Jan 11

12/3/20

null-dereference warning for the TFLM makefile build

Hi everyone, Just wanted to highlight that the way we patch flatbuffers as part of the Makefile build

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null-dereference warning for the TFLM makefile build

Hi everyone, Just wanted to highlight that the way we patch flatbuffers as part of the Makefile build

12/3/20

Pete Warden, … Daniel Situnayake4

11/23/20

[External] RFC: Separate Project Generation from Makefile

Thanks for sharing, Pete, this is exciting—I think moving to Python for most of the project

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[External] RFC: Separate Project Generation from Makefile

Thanks for sharing, Pete, this is exciting—I think moving to Python for most of the project

11/23/20

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