Adds missing datatype support for various tflite operations by swatheesh-mcw · Pull Request #74506 · tensorflow/tensorflow

swatheesh-mcw · 2024-08-26T07:37:49Z

Adds bf16, f16 support for tfl.atan2
Adds bf16,f16,int8,int16 for tfl.neg
Adds bf16, f16 support for tfl.min, tfl.max
Adds bf16, f16 support for tfl.slice
Adds bf16, f16 support for tfl.round
Adds bf16, f16 support for tfl.reverse
Adds bf16, f16 support for tfl.pad
Adds bf16, f16 support for tfl.tanh and tfl.logistic
Adds bf16, f16 support for tfl.floor

* TfLite Atan2 missing datatype support -Adds bf16, f16 support for atan2 -Adds bf16, f16 atan2 unit tests

-Adds bf16, f16 support for pad -Adds bf16, f16 pad unit tests

TfLite Atan2 missing datatype support (#28)

TfLite Pad missing datatype support (#50)

* TfLite neg_op add type support -Adds type support for bfloat16 -Adds type supoort for float16 -Adds type support for Int8 -Adds type support for Int16 Co-authored-by: pratham-mcw <[email protected]>

* Tflite tanh and logistic adds missing datatype support -Adds f16,bf16 for tanh and logistic -Adds f16,bf16 for tanh and logistic unit test Co-authored-by: nitheshsrikanth-mcw <[email protected]>

* Tflite floor missing datatype support -Adds f16,bf16 for floor -Adds f16,bf16 for floor unit test Co-authored-by: nitheshsrikanth-mcw <[email protected]>

* TfLite Slice missing datatype support -Adds bf16, f16 support for slice -Adds bf16, f16 slice unit tests

* TfLite Round missing datatype support -Adds bf16, f16 support for round -Adds bf16, f16 round unit tests

-Adds bf16,f16 for tflite min max operations -Adds bf16,f16 min max unit tests

* TfLite Reverse missing datatype support -Adds bf16, f16 support for reverse -Adds bf16, f16 reverse unit tests

keerthanakadiri · 2024-08-27T06:20:35Z

Hi @swatheesh-mcw, Can you please resolve the conflicts? Thank you!

amrinfathima-mcw · 2024-08-27T06:48:56Z

Hi @swatheesh-mcw, Can you please resolve the conflicts? Thank you!
Hi @keerthanakadiri, the merge conflict has been resolved but we also noticed that the TFLITE_TENSOR_TYPE_ASSOC(Eigen::bfloat16, TensorType_BFLOAT16); has been added in tensorflow/lite/kernels/test_util.h twice, in lines 1175 and 1171, should we create a new commit from our master addressing this issue?

keerthanakadiri · 2024-08-28T09:21:53Z

Hi @@swatheesh-mcw , could please assist on this comment

Hi @swatheesh-mcw, Can you please resolve the conflicts? Thank you!
Hi @keerthanakadiri, the merge conflict has been resolved but we also noticed that the TFLITE_TENSOR_TYPE_ASSOC(Eigen::bfloat16, TensorType_BFLOAT16); has been added in tensorflow/lite/kernels/test_util.h twice, in lines 1175 and 1171, should we create a new commit from our master addressing this issue?

Hi @swatheesh-mcw , Could you please assist with this comment from @amrinfathima-mcw .Thank you !

swatheesh-mcw · 2024-08-28T09:41:23Z

Hi @swatheesh-mcw , Could you please assist with this comment from @amrinfathima-mcw .Thank you !

Hi @keerthanakadiri, we have resolved the merge conflict in floor_test.cc file. We also noticed that during merging few of our branches together into our master branch, TFLITE_TENSOR_TYPE_ASSOC(Eigen::bfloat16, TensorType_BFLOAT16); line has been added twice in line 1171 and 1175 in tensorflow/lite/kernels/test_util.h file. Can we resolve this issue by removing one of the lines and create a new commit in the same pull request for your review? Sorry we just noticed it after creating the pull request. Thanks!

….h file

keerthanakadiri · 2024-09-23T09:24:38Z

Hi @talumbau , Can you please review this PR? Thank you !

keerthanakadiri · 2024-10-01T06:00:38Z

Hi @talumbau , Can you please review this PR? Thank you !

keerthanakadiri · 2024-10-08T11:23:48Z

Hi @talumbau , Can you please review this PR? Thank you !

keerthanakadiri · 2024-10-23T09:22:57Z

Hi @talumbau , Can you please review this PR? Thank you !

grantjensen · 2024-11-25T18:52:25Z

Hi, I am not familiar enough with tflite CPU kernels to provide valuable feedback here.

Imported from GitHub PR tensorflow/tensorflow#74506 - Adds bf16, f16 support for tfl.atan2 - Adds bf16,f16,int8,int16 for tfl.neg - Adds bf16, f16 support for tfl.min, tfl.max - Adds bf16, f16 support for tfl.slice - Adds bf16, f16 support for tfl.round - Adds bf16, f16 support for tfl.reverse - Adds bf16, f16 support for tfl.pad - Adds bf16, f16 support for tfl.tanh and tfl.logistic - Adds bf16, f16 support for tfl.floor Copybara import of the project: -- 775ae2b6aec166a107f41070cad1ed9bea25b696 by swatheesh-mcw <[email protected]>: TfLite neg_op add type support (#77) * TfLite neg_op add type support -Adds type support for bfloat16 -Adds type supoort for float16 -Adds type support for Int8 -Adds type support for Int16 Co-authored-by: pratham-mcw <[email protected]> -- e108d4654398e7eb6eea17d38362001e0f36e054 by swatheesh-mcw <[email protected]>: Tflite tanh and logistic adds missing datatype support (#76) * Tflite tanh and logistic adds missing datatype support -Adds f16,bf16 for tanh and logistic -Adds f16,bf16 for tanh and logistic unit test Co-authored-by: nitheshsrikanth-mcw <[email protected]> -- 18581a6cb30cfb0b66b01b5a4925cb7fb84a65cf by swatheesh-mcw <[email protected]>: Tflite floor adds missing datatype support (#75) * Tflite floor missing datatype support -Adds f16,bf16 for floor -Adds f16,bf16 for floor unit test Co-authored-by: nitheshsrikanth-mcw <[email protected]> -- e0aaea195d9a0927cbaddff9cc9e5953bc4d5b72 by swatheesh-mcw <[email protected]>: TfLite Slice missing datatype support (#33) (#74) * TfLite Slice missing datatype support -Adds bf16, f16 support for slice -Adds bf16, f16 slice unit tests -- 458c6a4063c9b7c345d5cf68240e1f0a8f3ba277 by swatheesh-mcw <[email protected]>: TfLite Round missing datatype support (#32) (#73) * TfLite Round missing datatype support -Adds bf16, f16 support for round -Adds bf16, f16 round unit tests -- 5c6def1d96f7f60dac83501870670ba63308b983 by swatheesh-mcw <[email protected]>: Tflite min max missing datatypes support (#38) (#72) -Adds bf16,f16 for tflite min max operations -Adds bf16,f16 min max unit tests -- baea4f1b7c53d1bb4f31ccdac5fcb1e75143c8b9 by swatheesh-mcw <[email protected]>: TfLite Reverse missing datatype support (#31) (#71) * TfLite Reverse missing datatype support -Adds bf16, f16 support for reverse -Adds bf16, f16 reverse unit tests -- 96ccf49a5534f3462f29572a492ec3ecb360d7a0 by Swatheesh Muralidharan <[email protected]>: Addressed redefinition of TFLITE_TENSOR_TYPE_ASSOC error in test_util.h file -- 2ff70a8c0a6be4eabb5f6c49faabd98299afe918 by RahulSudarMCW <[email protected]>: Include non-quantized int8 & int16 type support for tfl.pad Merging this change closes #74506 FUTURE_COPYBARA_INTEGRATE_REVIEW=tensorflow/tensorflow#74506 from MCW-Dev:master 2ff70a8c0a6be4eabb5f6c49faabd98299afe918 PiperOrigin-RevId: 733159487

Imported from GitHub PR tensorflow/tensorflow#74506 - Adds bf16, f16 support for tfl.atan2 - Adds bf16,f16,int8,int16 for tfl.neg - Adds bf16, f16 support for tfl.min, tfl.max - Adds bf16, f16 support for tfl.slice - Adds bf16, f16 support for tfl.round - Adds bf16, f16 support for tfl.reverse - Adds bf16, f16 support for tfl.pad - Adds bf16, f16 support for tfl.tanh and tfl.logistic - Adds bf16, f16 support for tfl.floor Copybara import of the project: -- 775ae2b6aec166a107f41070cad1ed9bea25b696 by swatheesh-mcw <[email protected]>: TfLite neg_op add type support (#77) * TfLite neg_op add type support -Adds type support for bfloat16 -Adds type supoort for float16 -Adds type support for Int8 -Adds type support for Int16 Co-authored-by: pratham-mcw <[email protected]> -- e108d4654398e7eb6eea17d38362001e0f36e054 by swatheesh-mcw <[email protected]>: Tflite tanh and logistic adds missing datatype support (#76) * Tflite tanh and logistic adds missing datatype support -Adds f16,bf16 for tanh and logistic -Adds f16,bf16 for tanh and logistic unit test Co-authored-by: nitheshsrikanth-mcw <[email protected]> -- 18581a6cb30cfb0b66b01b5a4925cb7fb84a65cf by swatheesh-mcw <[email protected]>: Tflite floor adds missing datatype support (#75) * Tflite floor missing datatype support -Adds f16,bf16 for floor -Adds f16,bf16 for floor unit test Co-authored-by: nitheshsrikanth-mcw <[email protected]> -- e0aaea195d9a0927cbaddff9cc9e5953bc4d5b72 by swatheesh-mcw <[email protected]>: TfLite Slice missing datatype support (#33) (#74) * TfLite Slice missing datatype support -Adds bf16, f16 support for slice -Adds bf16, f16 slice unit tests -- 458c6a4063c9b7c345d5cf68240e1f0a8f3ba277 by swatheesh-mcw <[email protected]>: TfLite Round missing datatype support (#32) (#73) * TfLite Round missing datatype support -Adds bf16, f16 support for round -Adds bf16, f16 round unit tests -- 5c6def1d96f7f60dac83501870670ba63308b983 by swatheesh-mcw <[email protected]>: Tflite min max missing datatypes support (#38) (#72) -Adds bf16,f16 for tflite min max operations -Adds bf16,f16 min max unit tests -- baea4f1b7c53d1bb4f31ccdac5fcb1e75143c8b9 by swatheesh-mcw <[email protected]>: TfLite Reverse missing datatype support (#31) (#71) * TfLite Reverse missing datatype support -Adds bf16, f16 support for reverse -Adds bf16, f16 reverse unit tests -- 96ccf49a5534f3462f29572a492ec3ecb360d7a0 by Swatheesh Muralidharan <[email protected]>: Addressed redefinition of TFLITE_TENSOR_TYPE_ASSOC error in test_util.h file -- 2ff70a8c0a6be4eabb5f6c49faabd98299afe918 by RahulSudarMCW <[email protected]>: Include non-quantized int8 & int16 type support for tfl.pad Merging this change closes #74506 FUTURE_COPYBARA_INTEGRATE_REVIEW=tensorflow/tensorflow#74506 from MCW-Dev:master 2ff70a8c0a6be4eabb5f6c49faabd98299afe918 PiperOrigin-RevId: 740217796

Imported from GitHub PR tensorflow/tensorflow#74506 - Adds bf16, f16 support for tfl.atan2 - Adds bf16,f16,int8,int16 for tfl.neg - Adds bf16, f16 support for tfl.min, tfl.max - Adds bf16, f16 support for tfl.slice - Adds bf16, f16 support for tfl.round - Adds bf16, f16 support for tfl.reverse - Adds bf16, f16 support for tfl.pad - Adds bf16, f16 support for tfl.tanh and tfl.logistic - Adds bf16, f16 support for tfl.floor Copybara import of the project: -- 775ae2b6aec166a107f41070cad1ed9bea25b696 by swatheesh-mcw <[email protected]>: TfLite neg_op add type support (#77) * TfLite neg_op add type support -Adds type support for bfloat16 -Adds type supoort for float16 -Adds type support for Int8 -Adds type support for Int16 Co-authored-by: pratham-mcw <[email protected]> -- e108d4654398e7eb6eea17d38362001e0f36e054 by swatheesh-mcw <[email protected]>: Tflite tanh and logistic adds missing datatype support (#76) * Tflite tanh and logistic adds missing datatype support -Adds f16,bf16 for tanh and logistic -Adds f16,bf16 for tanh and logistic unit test Co-authored-by: nitheshsrikanth-mcw <[email protected]> -- 18581a6cb30cfb0b66b01b5a4925cb7fb84a65cf by swatheesh-mcw <[email protected]>: Tflite floor adds missing datatype support (#75) * Tflite floor missing datatype support -Adds f16,bf16 for floor -Adds f16,bf16 for floor unit test Co-authored-by: nitheshsrikanth-mcw <[email protected]> -- e0aaea195d9a0927cbaddff9cc9e5953bc4d5b72 by swatheesh-mcw <[email protected]>: TfLite Slice missing datatype support (#33) (#74) * TfLite Slice missing datatype support -Adds bf16, f16 support for slice -Adds bf16, f16 slice unit tests -- 458c6a4063c9b7c345d5cf68240e1f0a8f3ba277 by swatheesh-mcw <[email protected]>: TfLite Round missing datatype support (#32) (#73) * TfLite Round missing datatype support -Adds bf16, f16 support for round -Adds bf16, f16 round unit tests -- 5c6def1d96f7f60dac83501870670ba63308b983 by swatheesh-mcw <[email protected]>: Tflite min max missing datatypes support (#38) (#72) -Adds bf16,f16 for tflite min max operations -Adds bf16,f16 min max unit tests -- baea4f1b7c53d1bb4f31ccdac5fcb1e75143c8b9 by swatheesh-mcw <[email protected]>: TfLite Reverse missing datatype support (#31) (#71) * TfLite Reverse missing datatype support -Adds bf16, f16 support for reverse -Adds bf16, f16 reverse unit tests -- 96ccf49a5534f3462f29572a492ec3ecb360d7a0 by Swatheesh Muralidharan <[email protected]>: Addressed redefinition of TFLITE_TENSOR_TYPE_ASSOC error in test_util.h file -- 2ff70a8c0a6be4eabb5f6c49faabd98299afe918 by RahulSudarMCW <[email protected]>: Include non-quantized int8 & int16 type support for tfl.pad Merging this change closes #74506 FUTURE_COPYBARA_INTEGRATE_REVIEW=tensorflow/tensorflow#74506 from MCW-Dev:master 2ff70a8c0a6be4eabb5f6c49faabd98299afe918 PiperOrigin-RevId: 743393436

Imported from GitHub PR tensorflow/tensorflow#74506 - Adds bf16, f16 support for tfl.atan2 - Adds bf16,f16,int8,int16 for tfl.neg - Adds bf16, f16 support for tfl.min, tfl.max - Adds bf16, f16 support for tfl.slice - Adds bf16, f16 support for tfl.round - Adds bf16, f16 support for tfl.reverse - Adds bf16, f16 support for tfl.pad - Adds bf16, f16 support for tfl.tanh and tfl.logistic - Adds bf16, f16 support for tfl.floor Copybara import of the project: -- 775ae2b6aec166a107f41070cad1ed9bea25b696 by swatheesh-mcw <[email protected]>: TfLite neg_op add type support (#77) * TfLite neg_op add type support -Adds type support for bfloat16 -Adds type supoort for float16 -Adds type support for Int8 -Adds type support for Int16 Co-authored-by: pratham-mcw <[email protected]> -- e108d4654398e7eb6eea17d38362001e0f36e054 by swatheesh-mcw <[email protected]>: Tflite tanh and logistic adds missing datatype support (#76) * Tflite tanh and logistic adds missing datatype support -Adds f16,bf16 for tanh and logistic -Adds f16,bf16 for tanh and logistic unit test Co-authored-by: nitheshsrikanth-mcw <[email protected]> -- 18581a6cb30cfb0b66b01b5a4925cb7fb84a65cf by swatheesh-mcw <[email protected]>: Tflite floor adds missing datatype support (#75) * Tflite floor missing datatype support -Adds f16,bf16 for floor -Adds f16,bf16 for floor unit test Co-authored-by: nitheshsrikanth-mcw <[email protected]> -- e0aaea195d9a0927cbaddff9cc9e5953bc4d5b72 by swatheesh-mcw <[email protected]>: TfLite Slice missing datatype support (#33) (#74) * TfLite Slice missing datatype support -Adds bf16, f16 support for slice -Adds bf16, f16 slice unit tests -- 458c6a4063c9b7c345d5cf68240e1f0a8f3ba277 by swatheesh-mcw <[email protected]>: TfLite Round missing datatype support (#32) (#73) * TfLite Round missing datatype support -Adds bf16, f16 support for round -Adds bf16, f16 round unit tests -- 5c6def1d96f7f60dac83501870670ba63308b983 by swatheesh-mcw <[email protected]>: Tflite min max missing datatypes support (#38) (#72) -Adds bf16,f16 for tflite min max operations -Adds bf16,f16 min max unit tests -- baea4f1b7c53d1bb4f31ccdac5fcb1e75143c8b9 by swatheesh-mcw <[email protected]>: TfLite Reverse missing datatype support (#31) (#71) * TfLite Reverse missing datatype support -Adds bf16, f16 support for reverse -Adds bf16, f16 reverse unit tests -- 96ccf49a5534f3462f29572a492ec3ecb360d7a0 by Swatheesh Muralidharan <[email protected]>: Addressed redefinition of TFLITE_TENSOR_TYPE_ASSOC error in test_util.h file -- 2ff70a8c0a6be4eabb5f6c49faabd98299afe918 by RahulSudarMCW <[email protected]>: Include non-quantized int8 & int16 type support for tfl.pad Merging this change closes #74506 FUTURE_COPYBARA_INTEGRATE_REVIEW=tensorflow/tensorflow#74506 from MCW-Dev:master 2ff70a8c0a6be4eabb5f6c49faabd98299afe918 PiperOrigin-RevId: 749746719

Imported from GitHub PR tensorflow/tensorflow#74506 - Adds bf16, f16 support for tfl.atan2 - Adds bf16,f16,int8,int16 for tfl.neg - Adds bf16, f16 support for tfl.min, tfl.max - Adds bf16, f16 support for tfl.slice - Adds bf16, f16 support for tfl.round - Adds bf16, f16 support for tfl.reverse - Adds bf16, f16 support for tfl.pad - Adds bf16, f16 support for tfl.tanh and tfl.logistic - Adds bf16, f16 support for tfl.floor Copybara import of the project: -- 775ae2b6aec166a107f41070cad1ed9bea25b696 by swatheesh-mcw <[email protected]>: TfLite neg_op add type support (#77) * TfLite neg_op add type support -Adds type support for bfloat16 -Adds type supoort for float16 -Adds type support for Int8 -Adds type support for Int16 Co-authored-by: pratham-mcw <[email protected]> -- e108d4654398e7eb6eea17d38362001e0f36e054 by swatheesh-mcw <[email protected]>: Tflite tanh and logistic adds missing datatype support (#76) * Tflite tanh and logistic adds missing datatype support -Adds f16,bf16 for tanh and logistic -Adds f16,bf16 for tanh and logistic unit test Co-authored-by: nitheshsrikanth-mcw <[email protected]> -- 18581a6cb30cfb0b66b01b5a4925cb7fb84a65cf by swatheesh-mcw <[email protected]>: Tflite floor adds missing datatype support (#75) * Tflite floor missing datatype support -Adds f16,bf16 for floor -Adds f16,bf16 for floor unit test Co-authored-by: nitheshsrikanth-mcw <[email protected]> -- e0aaea195d9a0927cbaddff9cc9e5953bc4d5b72 by swatheesh-mcw <[email protected]>: TfLite Slice missing datatype support (#33) (#74) * TfLite Slice missing datatype support -Adds bf16, f16 support for slice -Adds bf16, f16 slice unit tests -- 458c6a4063c9b7c345d5cf68240e1f0a8f3ba277 by swatheesh-mcw <[email protected]>: TfLite Round missing datatype support (#32) (#73) * TfLite Round missing datatype support -Adds bf16, f16 support for round -Adds bf16, f16 round unit tests -- 5c6def1d96f7f60dac83501870670ba63308b983 by swatheesh-mcw <[email protected]>: Tflite min max missing datatypes support (#38) (#72) -Adds bf16,f16 for tflite min max operations -Adds bf16,f16 min max unit tests -- baea4f1b7c53d1bb4f31ccdac5fcb1e75143c8b9 by swatheesh-mcw <[email protected]>: TfLite Reverse missing datatype support (#31) (#71) * TfLite Reverse missing datatype support -Adds bf16, f16 support for reverse -Adds bf16, f16 reverse unit tests -- 96ccf49a5534f3462f29572a492ec3ecb360d7a0 by Swatheesh Muralidharan <[email protected]>: Addressed redefinition of TFLITE_TENSOR_TYPE_ASSOC error in test_util.h file -- 2ff70a8c0a6be4eabb5f6c49faabd98299afe918 by RahulSudarMCW <[email protected]>: Include non-quantized int8 & int16 type support for tfl.pad Merging this change closes #74506 FUTURE_COPYBARA_INTEGRATE_REVIEW=tensorflow/tensorflow#74506 from MCW-Dev:master 2ff70a8c0a6be4eabb5f6c49faabd98299afe918 PiperOrigin-RevId: 750807771

Imported from GitHub PR #74506 - Adds bf16, f16 support for tfl.atan2 - Adds bf16,f16,int8,int16 for tfl.neg - Adds bf16, f16 support for tfl.min, tfl.max - Adds bf16, f16 support for tfl.slice - Adds bf16, f16 support for tfl.round - Adds bf16, f16 support for tfl.reverse - Adds bf16, f16 support for tfl.pad - Adds bf16, f16 support for tfl.tanh and tfl.logistic - Adds bf16, f16 support for tfl.floor Copybara import of the project: -- 775ae2b by swatheesh-mcw <[email protected]>: TfLite neg_op add type support (#77) * TfLite neg_op add type support -Adds type support for bfloat16 -Adds type supoort for float16 -Adds type support for Int8 -Adds type support for Int16 Co-authored-by: pratham-mcw <[email protected]> -- e108d46 by swatheesh-mcw <[email protected]>: Tflite tanh and logistic adds missing datatype support (#76) * Tflite tanh and logistic adds missing datatype support -Adds f16,bf16 for tanh and logistic -Adds f16,bf16 for tanh and logistic unit test Co-authored-by: nitheshsrikanth-mcw <[email protected]> -- 18581a6 by swatheesh-mcw <[email protected]>: Tflite floor adds missing datatype support (#75) * Tflite floor missing datatype support -Adds f16,bf16 for floor -Adds f16,bf16 for floor unit test Co-authored-by: nitheshsrikanth-mcw <[email protected]> -- e0aaea1 by swatheesh-mcw <[email protected]>: TfLite Slice missing datatype support (#33) (#74) * TfLite Slice missing datatype support -Adds bf16, f16 support for slice -Adds bf16, f16 slice unit tests -- 458c6a4 by swatheesh-mcw <[email protected]>: TfLite Round missing datatype support (#32) (#73) * TfLite Round missing datatype support -Adds bf16, f16 support for round -Adds bf16, f16 round unit tests -- 5c6def1 by swatheesh-mcw <[email protected]>: Tflite min max missing datatypes support (#38) (#72) -Adds bf16,f16 for tflite min max operations -Adds bf16,f16 min max unit tests -- baea4f1 by swatheesh-mcw <[email protected]>: TfLite Reverse missing datatype support (#31) (#71) * TfLite Reverse missing datatype support -Adds bf16, f16 support for reverse -Adds bf16, f16 reverse unit tests -- 96ccf49 by Swatheesh Muralidharan <[email protected]>: Addressed redefinition of TFLITE_TENSOR_TYPE_ASSOC error in test_util.h file -- 2ff70a8 by RahulSudarMCW <[email protected]>: Include non-quantized int8 & int16 type support for tfl.pad Merging this change closes #74506 FUTURE_COPYBARA_INTEGRATE_REVIEW=#74506 from MCW-Dev:master 2ff70a8 PiperOrigin-RevId: 750807771

Imported from GitHub PR tensorflow/tensorflow#74506 - Adds bf16, f16 support for tfl.atan2 - Adds bf16,f16,int8,int16 for tfl.neg - Adds bf16, f16 support for tfl.min, tfl.max - Adds bf16, f16 support for tfl.slice - Adds bf16, f16 support for tfl.round - Adds bf16, f16 support for tfl.reverse - Adds bf16, f16 support for tfl.pad - Adds bf16, f16 support for tfl.tanh and tfl.logistic - Adds bf16, f16 support for tfl.floor Copybara import of the project: -- 775ae2b6aec166a107f41070cad1ed9bea25b696 by swatheesh-mcw <[email protected]>: TfLite neg_op add type support (#77) * TfLite neg_op add type support -Adds type support for bfloat16 -Adds type supoort for float16 -Adds type support for Int8 -Adds type support for Int16 Co-authored-by: pratham-mcw <[email protected]> -- e108d4654398e7eb6eea17d38362001e0f36e054 by swatheesh-mcw <[email protected]>: Tflite tanh and logistic adds missing datatype support (#76) * Tflite tanh and logistic adds missing datatype support -Adds f16,bf16 for tanh and logistic -Adds f16,bf16 for tanh and logistic unit test Co-authored-by: nitheshsrikanth-mcw <[email protected]> -- 18581a6cb30cfb0b66b01b5a4925cb7fb84a65cf by swatheesh-mcw <[email protected]>: Tflite floor adds missing datatype support (#75) * Tflite floor missing datatype support -Adds f16,bf16 for floor -Adds f16,bf16 for floor unit test Co-authored-by: nitheshsrikanth-mcw <[email protected]> -- e0aaea195d9a0927cbaddff9cc9e5953bc4d5b72 by swatheesh-mcw <[email protected]>: TfLite Slice missing datatype support (#33) (#74) * TfLite Slice missing datatype support -Adds bf16, f16 support for slice -Adds bf16, f16 slice unit tests -- 458c6a4063c9b7c345d5cf68240e1f0a8f3ba277 by swatheesh-mcw <[email protected]>: TfLite Round missing datatype support (#32) (#73) * TfLite Round missing datatype support -Adds bf16, f16 support for round -Adds bf16, f16 round unit tests -- 5c6def1d96f7f60dac83501870670ba63308b983 by swatheesh-mcw <[email protected]>: Tflite min max missing datatypes support (#38) (#72) -Adds bf16,f16 for tflite min max operations -Adds bf16,f16 min max unit tests -- baea4f1b7c53d1bb4f31ccdac5fcb1e75143c8b9 by swatheesh-mcw <[email protected]>: TfLite Reverse missing datatype support (#31) (#71) * TfLite Reverse missing datatype support -Adds bf16, f16 support for reverse -Adds bf16, f16 reverse unit tests -- 96ccf49a5534f3462f29572a492ec3ecb360d7a0 by Swatheesh Muralidharan <[email protected]>: Addressed redefinition of TFLITE_TENSOR_TYPE_ASSOC error in test_util.h file -- 2ff70a8c0a6be4eabb5f6c49faabd98299afe918 by RahulSudarMCW <[email protected]>: Include non-quantized int8 & int16 type support for tfl.pad Merging this change closes #74506 FUTURE_COPYBARA_INTEGRATE_REVIEW=tensorflow/tensorflow#74506 from MCW-Dev:master 2ff70a8c0a6be4eabb5f6c49faabd98299afe918 PiperOrigin-RevId: 750807771

Imported from GitHub PR #74506 - Adds bf16, f16 support for tfl.atan2 - Adds bf16,f16,int8,int16 for tfl.neg - Adds bf16, f16 support for tfl.min, tfl.max - Adds bf16, f16 support for tfl.slice - Adds bf16, f16 support for tfl.round - Adds bf16, f16 support for tfl.reverse - Adds bf16, f16 support for tfl.pad - Adds bf16, f16 support for tfl.tanh and tfl.logistic - Adds bf16, f16 support for tfl.floor Copybara import of the project: -- 775ae2b by swatheesh-mcw <[email protected]>: TfLite neg_op add type support (#77) * TfLite neg_op add type support -Adds type support for bfloat16 -Adds type supoort for float16 -Adds type support for Int8 -Adds type support for Int16 Co-authored-by: pratham-mcw <[email protected]> -- e108d46 by swatheesh-mcw <[email protected]>: Tflite tanh and logistic adds missing datatype support (#76) * Tflite tanh and logistic adds missing datatype support -Adds f16,bf16 for tanh and logistic -Adds f16,bf16 for tanh and logistic unit test Co-authored-by: nitheshsrikanth-mcw <[email protected]> -- 18581a6 by swatheesh-mcw <[email protected]>: Tflite floor adds missing datatype support (#75) * Tflite floor missing datatype support -Adds f16,bf16 for floor -Adds f16,bf16 for floor unit test Co-authored-by: nitheshsrikanth-mcw <[email protected]> -- e0aaea1 by swatheesh-mcw <[email protected]>: TfLite Slice missing datatype support (#33) (#74) * TfLite Slice missing datatype support -Adds bf16, f16 support for slice -Adds bf16, f16 slice unit tests -- 458c6a4 by swatheesh-mcw <[email protected]>: TfLite Round missing datatype support (#32) (#73) * TfLite Round missing datatype support -Adds bf16, f16 support for round -Adds bf16, f16 round unit tests -- 5c6def1 by swatheesh-mcw <[email protected]>: Tflite min max missing datatypes support (#38) (#72) -Adds bf16,f16 for tflite min max operations -Adds bf16,f16 min max unit tests -- baea4f1 by swatheesh-mcw <[email protected]>: TfLite Reverse missing datatype support (#31) (#71) * TfLite Reverse missing datatype support -Adds bf16, f16 support for reverse -Adds bf16, f16 reverse unit tests -- 96ccf49 by Swatheesh Muralidharan <[email protected]>: Addressed redefinition of TFLITE_TENSOR_TYPE_ASSOC error in test_util.h file -- 2ff70a8 by RahulSudarMCW <[email protected]>: Include non-quantized int8 & int16 type support for tfl.pad Merging this change closes #74506 FUTURE_COPYBARA_INTEGRATE_REVIEW=#74506 from MCW-Dev:master 2ff70a8 PiperOrigin-RevId: 750807771

Imported from GitHub PR tensorflow/tensorflow#74506 - Adds bf16, f16 support for tfl.atan2 - Adds bf16,f16,int8,int16 for tfl.neg - Adds bf16, f16 support for tfl.min, tfl.max - Adds bf16, f16 support for tfl.slice - Adds bf16, f16 support for tfl.round - Adds bf16, f16 support for tfl.reverse - Adds bf16, f16 support for tfl.pad - Adds bf16, f16 support for tfl.tanh and tfl.logistic - Adds bf16, f16 support for tfl.floor Copybara import of the project: -- 775ae2b6aec166a107f41070cad1ed9bea25b696 by swatheesh-mcw <[email protected]>: TfLite neg_op add type support (#77) * TfLite neg_op add type support -Adds type support for bfloat16 -Adds type supoort for float16 -Adds type support for Int8 -Adds type support for Int16 Co-authored-by: pratham-mcw <[email protected]> -- e108d4654398e7eb6eea17d38362001e0f36e054 by swatheesh-mcw <[email protected]>: Tflite tanh and logistic adds missing datatype support (#76) * Tflite tanh and logistic adds missing datatype support -Adds f16,bf16 for tanh and logistic -Adds f16,bf16 for tanh and logistic unit test Co-authored-by: nitheshsrikanth-mcw <[email protected]> -- 18581a6cb30cfb0b66b01b5a4925cb7fb84a65cf by swatheesh-mcw <[email protected]>: Tflite floor adds missing datatype support (#75) * Tflite floor missing datatype support -Adds f16,bf16 for floor -Adds f16,bf16 for floor unit test Co-authored-by: nitheshsrikanth-mcw <[email protected]> -- e0aaea195d9a0927cbaddff9cc9e5953bc4d5b72 by swatheesh-mcw <[email protected]>: TfLite Slice missing datatype support (#33) (#74) * TfLite Slice missing datatype support -Adds bf16, f16 support for slice -Adds bf16, f16 slice unit tests -- 458c6a4063c9b7c345d5cf68240e1f0a8f3ba277 by swatheesh-mcw <[email protected]>: TfLite Round missing datatype support (#32) (#73) * TfLite Round missing datatype support -Adds bf16, f16 support for round -Adds bf16, f16 round unit tests -- 5c6def1d96f7f60dac83501870670ba63308b983 by swatheesh-mcw <[email protected]>: Tflite min max missing datatypes support (#38) (#72) -Adds bf16,f16 for tflite min max operations -Adds bf16,f16 min max unit tests -- baea4f1b7c53d1bb4f31ccdac5fcb1e75143c8b9 by swatheesh-mcw <[email protected]>: TfLite Reverse missing datatype support (#31) (#71) * TfLite Reverse missing datatype support -Adds bf16, f16 support for reverse -Adds bf16, f16 reverse unit tests -- 96ccf49a5534f3462f29572a492ec3ecb360d7a0 by Swatheesh Muralidharan <[email protected]>: Addressed redefinition of TFLITE_TENSOR_TYPE_ASSOC error in test_util.h file -- 2ff70a8c0a6be4eabb5f6c49faabd98299afe918 by RahulSudarMCW <[email protected]>: Include non-quantized int8 & int16 type support for tfl.pad Merging this change closes #74506 FUTURE_COPYBARA_INTEGRATE_REVIEW=tensorflow/tensorflow#74506 from MCW-Dev:master 2ff70a8c0a6be4eabb5f6c49faabd98299afe918 PiperOrigin-RevId: 750807771

Imported from GitHub PR #74506 - Adds bf16, f16 support for tfl.atan2 - Adds bf16,f16,int8,int16 for tfl.neg - Adds bf16, f16 support for tfl.min, tfl.max - Adds bf16, f16 support for tfl.slice - Adds bf16, f16 support for tfl.round - Adds bf16, f16 support for tfl.reverse - Adds bf16, f16 support for tfl.pad - Adds bf16, f16 support for tfl.tanh and tfl.logistic - Adds bf16, f16 support for tfl.floor Copybara import of the project: -- 775ae2b by swatheesh-mcw <[email protected]>: TfLite neg_op add type support (#77) * TfLite neg_op add type support -Adds type support for bfloat16 -Adds type supoort for float16 -Adds type support for Int8 -Adds type support for Int16 Co-authored-by: pratham-mcw <[email protected]> -- e108d46 by swatheesh-mcw <[email protected]>: Tflite tanh and logistic adds missing datatype support (#76) * Tflite tanh and logistic adds missing datatype support -Adds f16,bf16 for tanh and logistic -Adds f16,bf16 for tanh and logistic unit test Co-authored-by: nitheshsrikanth-mcw <[email protected]> -- 18581a6 by swatheesh-mcw <[email protected]>: Tflite floor adds missing datatype support (#75) * Tflite floor missing datatype support -Adds f16,bf16 for floor -Adds f16,bf16 for floor unit test Co-authored-by: nitheshsrikanth-mcw <[email protected]> -- e0aaea1 by swatheesh-mcw <[email protected]>: TfLite Slice missing datatype support (#33) (#74) * TfLite Slice missing datatype support -Adds bf16, f16 support for slice -Adds bf16, f16 slice unit tests -- 458c6a4 by swatheesh-mcw <[email protected]>: TfLite Round missing datatype support (#32) (#73) * TfLite Round missing datatype support -Adds bf16, f16 support for round -Adds bf16, f16 round unit tests -- 5c6def1 by swatheesh-mcw <[email protected]>: Tflite min max missing datatypes support (#38) (#72) -Adds bf16,f16 for tflite min max operations -Adds bf16,f16 min max unit tests -- baea4f1 by swatheesh-mcw <[email protected]>: TfLite Reverse missing datatype support (#31) (#71) * TfLite Reverse missing datatype support -Adds bf16, f16 support for reverse -Adds bf16, f16 reverse unit tests -- 96ccf49 by Swatheesh Muralidharan <[email protected]>: Addressed redefinition of TFLITE_TENSOR_TYPE_ASSOC error in test_util.h file -- 2ff70a8 by RahulSudarMCW <[email protected]>: Include non-quantized int8 & int16 type support for tfl.pad Merging this change closes #74506 FUTURE_COPYBARA_INTEGRATE_REVIEW=#74506 from MCW-Dev:master 2ff70a8 PiperOrigin-RevId: 750807771

Imported from GitHub PR tensorflow/tensorflow#74506 - Adds bf16, f16 support for tfl.atan2 - Adds bf16,f16,int8,int16 for tfl.neg - Adds bf16, f16 support for tfl.min, tfl.max - Adds bf16, f16 support for tfl.slice - Adds bf16, f16 support for tfl.round - Adds bf16, f16 support for tfl.reverse - Adds bf16, f16 support for tfl.pad - Adds bf16, f16 support for tfl.tanh and tfl.logistic - Adds bf16, f16 support for tfl.floor Copybara import of the project: -- 775ae2b6aec166a107f41070cad1ed9bea25b696 by swatheesh-mcw <[email protected]>: TfLite neg_op add type support (#77) * TfLite neg_op add type support -Adds type support for bfloat16 -Adds type supoort for float16 -Adds type support for Int8 -Adds type support for Int16 Co-authored-by: pratham-mcw <[email protected]> -- e108d4654398e7eb6eea17d38362001e0f36e054 by swatheesh-mcw <[email protected]>: Tflite tanh and logistic adds missing datatype support (#76) * Tflite tanh and logistic adds missing datatype support -Adds f16,bf16 for tanh and logistic -Adds f16,bf16 for tanh and logistic unit test Co-authored-by: nitheshsrikanth-mcw <[email protected]> -- 18581a6cb30cfb0b66b01b5a4925cb7fb84a65cf by swatheesh-mcw <[email protected]>: Tflite floor adds missing datatype support (#75) * Tflite floor missing datatype support -Adds f16,bf16 for floor -Adds f16,bf16 for floor unit test Co-authored-by: nitheshsrikanth-mcw <[email protected]> -- e0aaea195d9a0927cbaddff9cc9e5953bc4d5b72 by swatheesh-mcw <[email protected]>: TfLite Slice missing datatype support (#33) (#74) * TfLite Slice missing datatype support -Adds bf16, f16 support for slice -Adds bf16, f16 slice unit tests -- 458c6a4063c9b7c345d5cf68240e1f0a8f3ba277 by swatheesh-mcw <[email protected]>: TfLite Round missing datatype support (#32) (#73) * TfLite Round missing datatype support -Adds bf16, f16 support for round -Adds bf16, f16 round unit tests -- 5c6def1d96f7f60dac83501870670ba63308b983 by swatheesh-mcw <[email protected]>: Tflite min max missing datatypes support (#38) (#72) -Adds bf16,f16 for tflite min max operations -Adds bf16,f16 min max unit tests -- baea4f1b7c53d1bb4f31ccdac5fcb1e75143c8b9 by swatheesh-mcw <[email protected]>: TfLite Reverse missing datatype support (#31) (#71) * TfLite Reverse missing datatype support -Adds bf16, f16 support for reverse -Adds bf16, f16 reverse unit tests -- 96ccf49a5534f3462f29572a492ec3ecb360d7a0 by Swatheesh Muralidharan <[email protected]>: Addressed redefinition of TFLITE_TENSOR_TYPE_ASSOC error in test_util.h file -- 2ff70a8c0a6be4eabb5f6c49faabd98299afe918 by RahulSudarMCW <[email protected]>: Include non-quantized int8 & int16 type support for tfl.pad Merging this change closes #74506 FUTURE_COPYBARA_INTEGRATE_REVIEW=tensorflow/tensorflow#74506 from MCW-Dev:master 2ff70a8c0a6be4eabb5f6c49faabd98299afe918 PiperOrigin-RevId: 750807771

Imported from GitHub PR tensorflow/tensorflow#74506 - Adds bf16, f16 support for tfl.atan2 - Adds bf16,f16,int8,int16 for tfl.neg - Adds bf16, f16 support for tfl.min, tfl.max - Adds bf16, f16 support for tfl.slice - Adds bf16, f16 support for tfl.round - Adds bf16, f16 support for tfl.reverse - Adds bf16, f16 support for tfl.pad - Adds bf16, f16 support for tfl.tanh and tfl.logistic - Adds bf16, f16 support for tfl.floor Copybara import of the project: -- 775ae2b6aec166a107f41070cad1ed9bea25b696 by swatheesh-mcw <[email protected]>: TfLite neg_op add type support (#77) * TfLite neg_op add type support -Adds type support for bfloat16 -Adds type supoort for float16 -Adds type support for Int8 -Adds type support for Int16 Co-authored-by: pratham-mcw <[email protected]> -- e108d4654398e7eb6eea17d38362001e0f36e054 by swatheesh-mcw <[email protected]>: Tflite tanh and logistic adds missing datatype support (#76) * Tflite tanh and logistic adds missing datatype support -Adds f16,bf16 for tanh and logistic -Adds f16,bf16 for tanh and logistic unit test Co-authored-by: nitheshsrikanth-mcw <[email protected]> -- 18581a6cb30cfb0b66b01b5a4925cb7fb84a65cf by swatheesh-mcw <[email protected]>: Tflite floor adds missing datatype support (#75) * Tflite floor missing datatype support -Adds f16,bf16 for floor -Adds f16,bf16 for floor unit test Co-authored-by: nitheshsrikanth-mcw <[email protected]> -- e0aaea195d9a0927cbaddff9cc9e5953bc4d5b72 by swatheesh-mcw <[email protected]>: TfLite Slice missing datatype support (#33) (#74) * TfLite Slice missing datatype support -Adds bf16, f16 support for slice -Adds bf16, f16 slice unit tests -- 458c6a4063c9b7c345d5cf68240e1f0a8f3ba277 by swatheesh-mcw <[email protected]>: TfLite Round missing datatype support (#32) (#73) * TfLite Round missing datatype support -Adds bf16, f16 support for round -Adds bf16, f16 round unit tests -- 5c6def1d96f7f60dac83501870670ba63308b983 by swatheesh-mcw <[email protected]>: Tflite min max missing datatypes support (#38) (#72) -Adds bf16,f16 for tflite min max operations -Adds bf16,f16 min max unit tests -- baea4f1b7c53d1bb4f31ccdac5fcb1e75143c8b9 by swatheesh-mcw <[email protected]>: TfLite Reverse missing datatype support (#31) (#71) * TfLite Reverse missing datatype support -Adds bf16, f16 support for reverse -Adds bf16, f16 reverse unit tests -- 96ccf49a5534f3462f29572a492ec3ecb360d7a0 by Swatheesh Muralidharan <[email protected]>: Addressed redefinition of TFLITE_TENSOR_TYPE_ASSOC error in test_util.h file -- 2ff70a8c0a6be4eabb5f6c49faabd98299afe918 by RahulSudarMCW <[email protected]>: Include non-quantized int8 & int16 type support for tfl.pad Merging this change closes #74506 PiperOrigin-RevId: 752159083

pratham-mcw and others added 11 commits July 30, 2024 18:12

TfLite Atan2 missing datatype support (#28)

43a8e17

* TfLite Atan2 missing datatype support -Adds bf16, f16 support for atan2 -Adds bf16, f16 atan2 unit tests

TfLite Pad missing datatype support (#50)

658828b

-Adds bf16, f16 support for pad -Adds bf16, f16 pad unit tests

Merge pull request #79 from MCW-Dev/tflite_atan2_missing_datatype

5e1ed15

TfLite Atan2 missing datatype support (#28)

Merge pull request #78 from MCW-Dev/tflite_pad_missing_datatype

e08c43d

TfLite Pad missing datatype support (#50)

TfLite neg_op add type support (#77)

775ae2b

* TfLite neg_op add type support -Adds type support for bfloat16 -Adds type supoort for float16 -Adds type support for Int8 -Adds type support for Int16 Co-authored-by: pratham-mcw <[email protected]>

Tflite tanh and logistic adds missing datatype support (#76)

e108d46

* Tflite tanh and logistic adds missing datatype support -Adds f16,bf16 for tanh and logistic -Adds f16,bf16 for tanh and logistic unit test Co-authored-by: nitheshsrikanth-mcw <[email protected]>

Tflite floor adds missing datatype support (#75)

18581a6

* Tflite floor missing datatype support -Adds f16,bf16 for floor -Adds f16,bf16 for floor unit test Co-authored-by: nitheshsrikanth-mcw <[email protected]>

TfLite Slice missing datatype support (#33) (#74)

e0aaea1

* TfLite Slice missing datatype support -Adds bf16, f16 support for slice -Adds bf16, f16 slice unit tests

TfLite Round missing datatype support (#32) (#73)

458c6a4

* TfLite Round missing datatype support -Adds bf16, f16 support for round -Adds bf16, f16 round unit tests

Tflite min max missing datatypes support (#38) (#72)

5c6def1

-Adds bf16,f16 for tflite min max operations -Adds bf16,f16 min max unit tests

TfLite Reverse missing datatype support (#31) (#71)

baea4f1

* TfLite Reverse missing datatype support -Adds bf16, f16 support for reverse -Adds bf16, f16 reverse unit tests

google-ml-butler Bot added the size:XL CL Change Size:Extra Large label Aug 26, 2024

google-ml-butler Bot assigned gbaned Aug 26, 2024

keerthanakadiri requested a review from grantjensen August 27, 2024 04:49

google-ml-butler Bot added the awaiting review Pull request awaiting review label Aug 27, 2024

Merge branch 'master' into master

8267f2e

keerthanakadiri requested review from grantjensen and removed request for grantjensen August 28, 2024 05:51

Addressed redefinition of TFLITE_TENSOR_TYPE_ASSOC error in test_util…

96ccf49

….h file

keerthanakadiri requested a review from talumbau September 17, 2024 03:46

keerthanakadiri requested a review from junjiang-lab November 27, 2024 10:48

keerthanakadiri removed the awaiting review Pull request awaiting review label Mar 19, 2025

keerthanakadiri added ready to pull PR ready for merge process and removed ready to pull PR ready for merge process labels Mar 25, 2025

copybara-service Bot mentioned this pull request Mar 25, 2025

PR #74506: Adds missing datatype support for various tflite operations google-ai-edge/LiteRT#1406

Closed

keerthanakadiri added ready to pull PR ready for merge process and removed ready to pull PR ready for merge process labels Apr 3, 2025

copybara-service Bot mentioned this pull request Apr 3, 2025

PR #74506: Adds missing datatype support for various tflite operations google-ai-edge/LiteRT#1541

Closed

keerthanakadiri added ready to pull PR ready for merge process and removed ready to pull PR ready for merge process labels Apr 21, 2025

copybara-service Bot mentioned this pull request Apr 21, 2025

PR #74506: Adds missing datatype support for various tflite operations google-ai-edge/LiteRT#1798

Closed

copybara-service Bot mentioned this pull request Apr 24, 2025

PR #74506: Adds missing datatype support for various tflite operations google-ai-edge/LiteRT#1844

Merged

copybara-service Bot mentioned this pull request Apr 24, 2025

PR #74506: Adds missing datatype support for various tflite operations #92093

Merged

copybara-service Bot closed this in #92093 Apr 28, 2025

copybara-service Bot merged commit 64e6341 into tensorflow:master Apr 28, 2025

github-project-automation Bot moved this from Approved by Reviewer to Closed/Rejected in PR Queue Apr 28, 2025

github-project-automation Bot moved this from Closed/Rejected to Merged in PR Queue Apr 28, 2025

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Adds missing datatype support for various tflite operations - #74506

Adds missing datatype support for various tflite operations#74506
copybara-service[bot] merged 16 commits into
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swatheesh-mcw commented Aug 28, 2024 •

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