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Support for 16 bit activations in ExpandDims operation. #68293

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robertkamara opened this issue May 20, 2024 · 4 comments
Closed

Support for 16 bit activations in ExpandDims operation. #68293

robertkamara opened this issue May 20, 2024 · 4 comments
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@miaout17 @LakshmiKalaKadali
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comp:lite TF Lite related issues comp:ops OPs related issues stale This label marks the issue/pr stale - to be closed automatically if no activity stat:awaiting response Status - Awaiting response from author TF 2.16 type:feature Feature requests

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@robertkamara
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The task is to add support for 16-bit activations and 8-bit weights in ExpandDims operation. Currently, only float32 and int8_t types are supported:
https://github.com/tensorflow/tflite-micro/blob/8e22946b3faa51564df5dd9194f7540b2694892c/tensorflow/lite/micro/kernels/expand_dims.cc#L127C1-L134C13
@SuryanarayanaY SuryanarayanaY added type:feature Feature requests comp:ops OPs related issues TF 2.16 comp:lite TF Lite related issues labels May 21, 2024
@pkgoogle
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Hi @miaout17, can you please take a look? Thanks.

@pkgoogle pkgoogle added the stat:awaiting tensorflower Status - Awaiting response from tensorflower label May 29, 2024
@LakshmiKalaKadali
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Hi @robertkamara,

It looks like this issue appears to have been resolved since PR #2589 was already merged into TFLite-micro repo.

Thank You

@LakshmiKalaKadali LakshmiKalaKadali added stat:awaiting response Status - Awaiting response from author and removed stat:awaiting tensorflower Status - Awaiting response from tensorflower labels Jun 10, 2024
@github-actions GitHub Actions
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This issue is stale because it has been open for 7 days with no activity. It will be closed if no further activity occurs. Thank you.

@github-actions github-actions bot added the stale This label marks the issue/pr stale - to be closed automatically if no activity label Jun 18, 2024
@robertkamara
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Yes, the change has been merged and the issue can be closed. Thanks.

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@miaout17 miaout17

@LakshmiKalaKadali LakshmiKalaKadali

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comp:lite TF Lite related issues comp:ops OPs related issues stale This label marks the issue/pr stale - to be closed automatically if no activity stat:awaiting response Status - Awaiting response from author TF 2.16 type:feature Feature requests
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@miaout17 @robertkamara @SuryanarayanaY @pkgoogle @LakshmiKalaKadali @sawantkumar