Adds missing datatype support for various tflite operations #74506
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- 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 <pratham.kumar@multicorewareinc.com>
* 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 <nithesh.srikanth@multicorewareinc.com>
* Tflite floor missing datatype support -Adds f16,bf16 for floor -Adds f16,bf16 for floor unit test Co-authored-by: nitheshsrikanth-mcw <nithesh.srikanth@multicorewareinc.com>
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Hi @swatheesh-mcw, Can you please resolve the conflicts? Thank you! |
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Hi @@swatheesh-mcw , could please assist on this comment
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, |
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Hi @talumbau , Can you please review this PR? Thank you ! |
3 similar comments
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Hi @talumbau , Can you please review this PR? Thank you ! |
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Hi @talumbau , Can you please review this PR? Thank you ! |
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Hi @talumbau , Can you please review this PR? Thank you ! |
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Hi, I am not familiar enough with tflite CPU kernels to provide valuable feedback here. |
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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 <swatheesh.muralidharan@multicorewareinc.com>: 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 <pratham.kumar@multicorewareinc.com> -- e108d4654398e7eb6eea17d38362001e0f36e054 by swatheesh-mcw <swatheesh.muralidharan@multicorewareinc.com>: 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 <nithesh.srikanth@multicorewareinc.com> -- 18581a6cb30cfb0b66b01b5a4925cb7fb84a65cf by swatheesh-mcw <swatheesh.muralidharan@multicorewareinc.com>: 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 <nithesh.srikanth@multicorewareinc.com> -- e0aaea195d9a0927cbaddff9cc9e5953bc4d5b72 by swatheesh-mcw <swatheesh.muralidharan@multicorewareinc.com>: 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 <swatheesh.muralidharan@multicorewareinc.com>: 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 <swatheesh.muralidharan@multicorewareinc.com>: 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 <swatheesh.muralidharan@multicorewareinc.com>: 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 <swatheesh.muralidharan@multicorewareinc.com>: Addressed redefinition of TFLITE_TENSOR_TYPE_ASSOC error in test_util.h file -- 2ff70a8c0a6be4eabb5f6c49faabd98299afe918 by RahulSudarMCW <rahul.sundar@multicorewareinc.com>: 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
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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 <swatheesh.muralidharan@multicorewareinc.com>: 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 <pratham.kumar@multicorewareinc.com> -- e108d4654398e7eb6eea17d38362001e0f36e054 by swatheesh-mcw <swatheesh.muralidharan@multicorewareinc.com>: 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 <nithesh.srikanth@multicorewareinc.com> -- 18581a6cb30cfb0b66b01b5a4925cb7fb84a65cf by swatheesh-mcw <swatheesh.muralidharan@multicorewareinc.com>: 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 <nithesh.srikanth@multicorewareinc.com> -- e0aaea195d9a0927cbaddff9cc9e5953bc4d5b72 by swatheesh-mcw <swatheesh.muralidharan@multicorewareinc.com>: 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 <swatheesh.muralidharan@multicorewareinc.com>: 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 <swatheesh.muralidharan@multicorewareinc.com>: 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 <swatheesh.muralidharan@multicorewareinc.com>: 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 <swatheesh.muralidharan@multicorewareinc.com>: Addressed redefinition of TFLITE_TENSOR_TYPE_ASSOC error in test_util.h file -- 2ff70a8c0a6be4eabb5f6c49faabd98299afe918 by RahulSudarMCW <rahul.sundar@multicorewareinc.com>: 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
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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 <swatheesh.muralidharan@multicorewareinc.com>: 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 <pratham.kumar@multicorewareinc.com> -- e108d4654398e7eb6eea17d38362001e0f36e054 by swatheesh-mcw <swatheesh.muralidharan@multicorewareinc.com>: 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 <nithesh.srikanth@multicorewareinc.com> -- 18581a6cb30cfb0b66b01b5a4925cb7fb84a65cf by swatheesh-mcw <swatheesh.muralidharan@multicorewareinc.com>: 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 <nithesh.srikanth@multicorewareinc.com> -- e0aaea195d9a0927cbaddff9cc9e5953bc4d5b72 by swatheesh-mcw <swatheesh.muralidharan@multicorewareinc.com>: 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 <swatheesh.muralidharan@multicorewareinc.com>: 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 <swatheesh.muralidharan@multicorewareinc.com>: 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 <swatheesh.muralidharan@multicorewareinc.com>: 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 <swatheesh.muralidharan@multicorewareinc.com>: Addressed redefinition of TFLITE_TENSOR_TYPE_ASSOC error in test_util.h file -- 2ff70a8c0a6be4eabb5f6c49faabd98299afe918 by RahulSudarMCW <rahul.sundar@multicorewareinc.com>: 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
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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 <swatheesh.muralidharan@multicorewareinc.com>: 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 <pratham.kumar@multicorewareinc.com> -- e108d4654398e7eb6eea17d38362001e0f36e054 by swatheesh-mcw <swatheesh.muralidharan@multicorewareinc.com>: 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 <nithesh.srikanth@multicorewareinc.com> -- 18581a6cb30cfb0b66b01b5a4925cb7fb84a65cf by swatheesh-mcw <swatheesh.muralidharan@multicorewareinc.com>: 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 <nithesh.srikanth@multicorewareinc.com> -- e0aaea195d9a0927cbaddff9cc9e5953bc4d5b72 by swatheesh-mcw <swatheesh.muralidharan@multicorewareinc.com>: 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 <swatheesh.muralidharan@multicorewareinc.com>: 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 <swatheesh.muralidharan@multicorewareinc.com>: 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 <swatheesh.muralidharan@multicorewareinc.com>: 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 <swatheesh.muralidharan@multicorewareinc.com>: Addressed redefinition of TFLITE_TENSOR_TYPE_ASSOC error in test_util.h file -- 2ff70a8c0a6be4eabb5f6c49faabd98299afe918 by RahulSudarMCW <rahul.sundar@multicorewareinc.com>: 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
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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 <swatheesh.muralidharan@multicorewareinc.com>: 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 <pratham.kumar@multicorewareinc.com> -- e108d4654398e7eb6eea17d38362001e0f36e054 by swatheesh-mcw <swatheesh.muralidharan@multicorewareinc.com>: 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 <nithesh.srikanth@multicorewareinc.com> -- 18581a6cb30cfb0b66b01b5a4925cb7fb84a65cf by swatheesh-mcw <swatheesh.muralidharan@multicorewareinc.com>: 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 <nithesh.srikanth@multicorewareinc.com> -- e0aaea195d9a0927cbaddff9cc9e5953bc4d5b72 by swatheesh-mcw <swatheesh.muralidharan@multicorewareinc.com>: 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 <swatheesh.muralidharan@multicorewareinc.com>: 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 <swatheesh.muralidharan@multicorewareinc.com>: 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 <swatheesh.muralidharan@multicorewareinc.com>: 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 <swatheesh.muralidharan@multicorewareinc.com>: Addressed redefinition of TFLITE_TENSOR_TYPE_ASSOC error in test_util.h file -- 2ff70a8c0a6be4eabb5f6c49faabd98299afe918 by RahulSudarMCW <rahul.sundar@multicorewareinc.com>: 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
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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 <swatheesh.muralidharan@multicorewareinc.com>: 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 <pratham.kumar@multicorewareinc.com> -- e108d4654398e7eb6eea17d38362001e0f36e054 by swatheesh-mcw <swatheesh.muralidharan@multicorewareinc.com>: 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 <nithesh.srikanth@multicorewareinc.com> -- 18581a6cb30cfb0b66b01b5a4925cb7fb84a65cf by swatheesh-mcw <swatheesh.muralidharan@multicorewareinc.com>: 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 <nithesh.srikanth@multicorewareinc.com> -- e0aaea195d9a0927cbaddff9cc9e5953bc4d5b72 by swatheesh-mcw <swatheesh.muralidharan@multicorewareinc.com>: 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 <swatheesh.muralidharan@multicorewareinc.com>: 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 <swatheesh.muralidharan@multicorewareinc.com>: 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 <swatheesh.muralidharan@multicorewareinc.com>: 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 <swatheesh.muralidharan@multicorewareinc.com>: Addressed redefinition of TFLITE_TENSOR_TYPE_ASSOC error in test_util.h file -- 2ff70a8c0a6be4eabb5f6c49faabd98299afe918 by RahulSudarMCW <rahul.sundar@multicorewareinc.com>: 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
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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 <swatheesh.muralidharan@multicorewareinc.com>: 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 <pratham.kumar@multicorewareinc.com> -- e108d4654398e7eb6eea17d38362001e0f36e054 by swatheesh-mcw <swatheesh.muralidharan@multicorewareinc.com>: 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 <nithesh.srikanth@multicorewareinc.com> -- 18581a6cb30cfb0b66b01b5a4925cb7fb84a65cf by swatheesh-mcw <swatheesh.muralidharan@multicorewareinc.com>: 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 <nithesh.srikanth@multicorewareinc.com> -- e0aaea195d9a0927cbaddff9cc9e5953bc4d5b72 by swatheesh-mcw <swatheesh.muralidharan@multicorewareinc.com>: 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 <swatheesh.muralidharan@multicorewareinc.com>: 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 <swatheesh.muralidharan@multicorewareinc.com>: 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 <swatheesh.muralidharan@multicorewareinc.com>: 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 <swatheesh.muralidharan@multicorewareinc.com>: Addressed redefinition of TFLITE_TENSOR_TYPE_ASSOC error in test_util.h file -- 2ff70a8c0a6be4eabb5f6c49faabd98299afe918 by RahulSudarMCW <rahul.sundar@multicorewareinc.com>: 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
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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 <swatheesh.muralidharan@multicorewareinc.com>: 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 <pratham.kumar@multicorewareinc.com> -- e108d46 by swatheesh-mcw <swatheesh.muralidharan@multicorewareinc.com>: 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 <nithesh.srikanth@multicorewareinc.com> -- 18581a6 by swatheesh-mcw <swatheesh.muralidharan@multicorewareinc.com>: 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 <nithesh.srikanth@multicorewareinc.com> -- e0aaea1 by swatheesh-mcw <swatheesh.muralidharan@multicorewareinc.com>: 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 <swatheesh.muralidharan@multicorewareinc.com>: 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 <swatheesh.muralidharan@multicorewareinc.com>: 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 <swatheesh.muralidharan@multicorewareinc.com>: 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 <swatheesh.muralidharan@multicorewareinc.com>: Addressed redefinition of TFLITE_TENSOR_TYPE_ASSOC error in test_util.h file -- 2ff70a8 by RahulSudarMCW <rahul.sundar@multicorewareinc.com>: 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
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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 <swatheesh.muralidharan@multicorewareinc.com>: 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 <pratham.kumar@multicorewareinc.com> -- e108d4654398e7eb6eea17d38362001e0f36e054 by swatheesh-mcw <swatheesh.muralidharan@multicorewareinc.com>: 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 <nithesh.srikanth@multicorewareinc.com> -- 18581a6cb30cfb0b66b01b5a4925cb7fb84a65cf by swatheesh-mcw <swatheesh.muralidharan@multicorewareinc.com>: 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 <nithesh.srikanth@multicorewareinc.com> -- e0aaea195d9a0927cbaddff9cc9e5953bc4d5b72 by swatheesh-mcw <swatheesh.muralidharan@multicorewareinc.com>: 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 <swatheesh.muralidharan@multicorewareinc.com>: 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 <swatheesh.muralidharan@multicorewareinc.com>: 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 <swatheesh.muralidharan@multicorewareinc.com>: 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 <swatheesh.muralidharan@multicorewareinc.com>: Addressed redefinition of TFLITE_TENSOR_TYPE_ASSOC error in test_util.h file -- 2ff70a8c0a6be4eabb5f6c49faabd98299afe918 by RahulSudarMCW <rahul.sundar@multicorewareinc.com>: 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
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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 <swatheesh.muralidharan@multicorewareinc.com>: 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 <pratham.kumar@multicorewareinc.com> -- e108d46 by swatheesh-mcw <swatheesh.muralidharan@multicorewareinc.com>: 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 <nithesh.srikanth@multicorewareinc.com> -- 18581a6 by swatheesh-mcw <swatheesh.muralidharan@multicorewareinc.com>: 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 <nithesh.srikanth@multicorewareinc.com> -- e0aaea1 by swatheesh-mcw <swatheesh.muralidharan@multicorewareinc.com>: 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 <swatheesh.muralidharan@multicorewareinc.com>: 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 <swatheesh.muralidharan@multicorewareinc.com>: 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 <swatheesh.muralidharan@multicorewareinc.com>: 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 <swatheesh.muralidharan@multicorewareinc.com>: Addressed redefinition of TFLITE_TENSOR_TYPE_ASSOC error in test_util.h file -- 2ff70a8 by RahulSudarMCW <rahul.sundar@multicorewareinc.com>: 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
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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 <swatheesh.muralidharan@multicorewareinc.com>: 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 <pratham.kumar@multicorewareinc.com> -- e108d4654398e7eb6eea17d38362001e0f36e054 by swatheesh-mcw <swatheesh.muralidharan@multicorewareinc.com>: 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 <nithesh.srikanth@multicorewareinc.com> -- 18581a6cb30cfb0b66b01b5a4925cb7fb84a65cf by swatheesh-mcw <swatheesh.muralidharan@multicorewareinc.com>: 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 <nithesh.srikanth@multicorewareinc.com> -- e0aaea195d9a0927cbaddff9cc9e5953bc4d5b72 by swatheesh-mcw <swatheesh.muralidharan@multicorewareinc.com>: 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 <swatheesh.muralidharan@multicorewareinc.com>: 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 <swatheesh.muralidharan@multicorewareinc.com>: 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 <swatheesh.muralidharan@multicorewareinc.com>: 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 <swatheesh.muralidharan@multicorewareinc.com>: Addressed redefinition of TFLITE_TENSOR_TYPE_ASSOC error in test_util.h file -- 2ff70a8c0a6be4eabb5f6c49faabd98299afe918 by RahulSudarMCW <rahul.sundar@multicorewareinc.com>: 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
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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 <swatheesh.muralidharan@multicorewareinc.com>: 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 <pratham.kumar@multicorewareinc.com> -- e108d46 by swatheesh-mcw <swatheesh.muralidharan@multicorewareinc.com>: 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 <nithesh.srikanth@multicorewareinc.com> -- 18581a6 by swatheesh-mcw <swatheesh.muralidharan@multicorewareinc.com>: 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 <nithesh.srikanth@multicorewareinc.com> -- e0aaea1 by swatheesh-mcw <swatheesh.muralidharan@multicorewareinc.com>: 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 <swatheesh.muralidharan@multicorewareinc.com>: 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 <swatheesh.muralidharan@multicorewareinc.com>: 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 <swatheesh.muralidharan@multicorewareinc.com>: 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 <swatheesh.muralidharan@multicorewareinc.com>: Addressed redefinition of TFLITE_TENSOR_TYPE_ASSOC error in test_util.h file -- 2ff70a8 by RahulSudarMCW <rahul.sundar@multicorewareinc.com>: 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
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Apr 28, 2025
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 <swatheesh.muralidharan@multicorewareinc.com>: 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 <pratham.kumar@multicorewareinc.com> -- e108d4654398e7eb6eea17d38362001e0f36e054 by swatheesh-mcw <swatheesh.muralidharan@multicorewareinc.com>: 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 <nithesh.srikanth@multicorewareinc.com> -- 18581a6cb30cfb0b66b01b5a4925cb7fb84a65cf by swatheesh-mcw <swatheesh.muralidharan@multicorewareinc.com>: 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 <nithesh.srikanth@multicorewareinc.com> -- e0aaea195d9a0927cbaddff9cc9e5953bc4d5b72 by swatheesh-mcw <swatheesh.muralidharan@multicorewareinc.com>: 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 <swatheesh.muralidharan@multicorewareinc.com>: 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 <swatheesh.muralidharan@multicorewareinc.com>: 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 <swatheesh.muralidharan@multicorewareinc.com>: 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 <swatheesh.muralidharan@multicorewareinc.com>: Addressed redefinition of TFLITE_TENSOR_TYPE_ASSOC error in test_util.h file -- 2ff70a8c0a6be4eabb5f6c49faabd98299afe918 by RahulSudarMCW <rahul.sundar@multicorewareinc.com>: 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
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Apr 28, 2025
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 <swatheesh.muralidharan@multicorewareinc.com>: 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 <pratham.kumar@multicorewareinc.com> -- e108d4654398e7eb6eea17d38362001e0f36e054 by swatheesh-mcw <swatheesh.muralidharan@multicorewareinc.com>: 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 <nithesh.srikanth@multicorewareinc.com> -- 18581a6cb30cfb0b66b01b5a4925cb7fb84a65cf by swatheesh-mcw <swatheesh.muralidharan@multicorewareinc.com>: 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 <nithesh.srikanth@multicorewareinc.com> -- e0aaea195d9a0927cbaddff9cc9e5953bc4d5b72 by swatheesh-mcw <swatheesh.muralidharan@multicorewareinc.com>: 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 <swatheesh.muralidharan@multicorewareinc.com>: 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 <swatheesh.muralidharan@multicorewareinc.com>: 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 <swatheesh.muralidharan@multicorewareinc.com>: 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 <swatheesh.muralidharan@multicorewareinc.com>: Addressed redefinition of TFLITE_TENSOR_TYPE_ASSOC error in test_util.h file -- 2ff70a8c0a6be4eabb5f6c49faabd98299afe918 by RahulSudarMCW <rahul.sundar@multicorewareinc.com>: Include non-quantized int8 & int16 type support for tfl.pad Merging this change closes #74506 PiperOrigin-RevId: 752159083
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