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Issues list

[RNN] TFLite converter segfaults with GRU models comp:lite TF Lite related issues ModelOptimizationToolkit TF Model Optimization Toolkit regression issue To spot regression issues in latest version stale This label marks the issue/pr stale - to be closed automatically if no activity stat:awaiting response Status - Awaiting response from author TF2.14 For issues related to Tensorflow 2.14.x TFLiteConverter For issues related to TFLite converter type:performance Performance Issue
#62281 by CNugteren was closed Jun 27, 2024
@abattery @pkgoogle
11
Segmentation fault for TFLite Interpreter comp:lite TF Lite related issues ModelOptimizationToolkit TF Model Optimization Toolkit stat:awaiting response Status - Awaiting response from author TF 2.13 For issues related to Tensorflow 2.13 TFLiteConverter For issues related to TFLite converter type:bug Bug
#61828 by CorbinFoucart was closed May 9, 2024
@abattery @yijie-yang @pkgoogle
19
pre-trained yolov5s quantized: inference time is very high comp:lite TF Lite related issues ModelOptimizationToolkit TF Model Optimization Toolkit stale This label marks the issue/pr stale - to be closed automatically if no activity stat:awaiting response Status - Awaiting response from author TFLiteConverter For issues related to TFLite converter type:performance Performance Issue
#57913 by ra9hur was closed Sep 23, 2023
@abattery @sachinprasadhs @pjpratik
9
TEST Failure: //tensorflow/lite/tools/optimize:quantize_model_test comp:lite TF Lite related issues stat:awaiting tensorflower Status - Awaiting response from tensorflower subtype: ubuntu/linux Ubuntu/Linux Build/Installation Issues type:build/install Build and install issues
#56931 by psunn was closed Feb 23, 2023
@abattery @gowthamkpr @SuryanarayanaY
6
Different outputs at inference when different versions of TensorFlow are used to perform quantization during conversion to .tflite comp:lite TF Lite related issues TF 2.8 type:bug Bug
#56832 by farmaker47 was closed Jul 29, 2022
@abattery @sachinprasadhs
9
Allow int16 input/output even when not using 16x8 quantization mode awaiting PR merge awaiting PR merge comp:lite TF Lite related issues TFLiteConverter For issues related to TFLite converter type:feature Feature requests
#56615 by hguihot was closed Nov 15, 2023
@abattery @haozha111 @pjpratik
6
New quantizer seems to ignore TFLITE_BUILTINS_INT8 comp:lite TF Lite related issues ModelOptimizationToolkit TF Model Optimization Toolkit stale This label marks the issue/pr stale - to be closed automatically if no activity stat:awaiting response Status - Awaiting response from author TF 2.9 Issues found in the TF 2.9 release (or RCs) TFLiteConverter For issues related to TFLite converter type:bug Bug
#56535 by benkli01 was closed Sep 13, 2023
@abattery @sachinprasadhs
@pjpratik @pkgoogle
13
[RNN] Max and min for dynamic tensors should be recorded during calibration: Failed for tensor arg1 Empty min/max for tensor arg1 comp:lite TF Lite 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 2.11 Issues related to TF 2.11 TFLiteConverter For issues related to TFLite converter type:bug Bug
#55267 by schmiph2 was closed Sep 13, 2023
@abattery @sachinprasadhs
9
Can't convert model with IF op to quantized TF-Lite model comp:lite TF Lite related issues stat:awaiting tensorflower Status - Awaiting response from tensorflower TF 2.7 Issues related to TF 2.7.0 type:support Support issues
#54304 by ScholliYT was closed Feb 15, 2022
@abattery @sachinprasadhs
7
Unable to find version specific documentation for building TFLite comp:lite TF Lite 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 type:docs-feature Doc issues for new feature, or clarifications about functionality
#53312 by bhpatray was closed Oct 13, 2023
@abattery @pjpratik
3
Compiling test case failure [TensorFlow Lite] comp:lite TF Lite related issues stat:awaiting response Status - Awaiting response from author subtype: ubuntu/linux Ubuntu/Linux Build/Installation Issues TF 2.4 for issues related to TF 2.4 type:build/install Build and install issues
#52392 by KangGrandesty was closed Jun 16, 2022
@abattery @mohantym
5
Cannot load saved tflite model when model contains dropout. However quantization-aware model is fine. comp:lite TF Lite 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 2.5 Issues related to TF 2.5 type:bug Bug
#51848 by HongtaoYang was closed Mar 29, 2023
@abattery @pjpratik
4
use SPICE tf-lite model in Swift but get error "Provided data count 64000 must match the required count 4" comp:lite TF Lite 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 type:support Support issues
#51621 by KittenYang was closed Sep 6, 2021
@abattery
4
TFLite fails to convert when the Model has regex_split_with_offsets TFLiteConverter For issues related to TFLite converter type:support Support issues
#51134 by cpoohee was closed Aug 4, 2021
@abattery @sushreebarsa
4
Node number 106 (FlexTensorScatterUpdate) failed to prepare. comp:lite TF Lite 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 2.5 Issues related to TF 2.5 type:support Support issues
#50970 by whalefa1I was closed Nov 15, 2021
@abattery @chunduriv
6
Build TensorFlow Lite for Android and reduce binary size to use with C API comp:lite TF Lite related issues type:build/install Build and install issues
#50946 by cristianl1251 was closed Jul 30, 2021
@abattery
9
'tf.MLCConv2D' op is neither a custom op nor a flex op comp:lite TF Lite related issues stat:awaiting tensorflower Status - Awaiting response from tensorflower TF 2.4 for issues related to TF 2.4 TFLiteConverter For issues related to TFLite converter type:support Support issues
#50933 by bobyang9 was closed Jul 26, 2021
@abattery
6
TF -> TFLite conversion error: could not rewrite use of immutable bound input comp:lite TF Lite 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 2.12 For issues related to Tensorflow 2.12 TFLiteConverter For issues related to TFLite converter type:support Support issues
#50885 by alexispascual was closed Oct 13, 2023
@abattery @pkgoogle
9
Adding some Boosted tree ops to the 'allowed' list comp:lite TF Lite related issues stat:awaiting tensorflower Status - Awaiting response from tensorflower TF 2.4 for issues related to TF 2.4 type:feature Feature requests
#50801 by Koushik667 was closed Apr 13, 2022
@terryheo @abattery
@MeghnaNatraj @renjie-liu @karimnosseir
16
MLIR converter quantizes conv2d before bias when dilaition rate > 1 comp:lite TF Lite related issues ModelOptimizationToolkit TF Model Optimization Toolkit stale This label marks the issue/pr stale - to be closed automatically if no activity stat:awaiting response Status - Awaiting response from author TF 2.5 Issues related to TF 2.5 type:bug Bug
#50747 by reuvenperetz was closed Sep 13, 2023
@abattery @pkgoogle
9
RuntimeError: Regular TensorFlow ops are not supported by this interpreter. Make sure you apply/link the Flex delegate before inference.Node number 13 (FlexRandomStandardNormal) failed to prepare. comp:lite TF Lite 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 2.5 Issues related to TF 2.5 type:bug Bug
#50714 by jiangzhen3s was closed May 25, 2022
@abattery @mohantym
4
Converting Boosted tree model to tflite comp:lite TF Lite related issues stat:awaiting tensorflower Status - Awaiting response from tensorflower TF 2.4 for issues related to TF 2.4 TFLiteConverter For issues related to TFLite converter type:bug Bug
#50667 by Koushik667 was closed Jul 14, 2021
@abattery @MeghnaNatraj
7
TFLite request to support bulit-in split op for int64 type comp:lite TF Lite related issues TFLiteConverter For issues related to TFLite converter type:feature Feature requests
#50636 by dlyubimov was closed Nov 14, 2023
1
@abattery @pjpratik
4
tensorflow lite (C++) crashes in tflite::reference_ops::Gather comp:lite TF Lite related issues stat:awaiting tensorflower Status - Awaiting response from tensorflower TF 2.5 Issues related to TF 2.5 type:support Support issues
#50497 by druban was closed Jul 1, 2021
@abattery
4
TFLite converts splits of int64 tensors, but fails to evaluate the conversion comp:lite TF Lite related issues comp:tf.function tf.function related issues TF 2.5 Issues related to TF 2.5 type:bug Bug
#50445 by dlyubimov was closed Jun 25, 2021
@abattery @UsharaniPagadala
6
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