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Issues list

Make Model Optimization Project Contributor Friendly feature request feature request technique:all Applicable to all techniques and TFMOT collectively.
#131 opened Oct 21, 2019 by alanchiao
5 of 6 tasks
Unable to get tfmot version from API bug Something isn't working
#594 opened Nov 17, 2020 by Lotte1990
quantize_model and tf.keras.mixed_precision.experimental.Policy("mixed_float16") throws ValueError bug Something isn't working technique:qat Regarding tfmot.quantization.keras (for quantization-aware training) APIs and docs
#367 opened Apr 18, 2020 by HauserA
raise FailedPreconditionError while training model bug Something isn't working technique:pruning Regarding tfmot.sparsity.keras APIs and docs
#46 opened Jul 29, 2019 by johnwang416
Object detection API technique:pruning Regarding tfmot.sparsity.keras APIs and docs
#132 opened Oct 22, 2019 by dbrazey
Pruning: Keras subclassed model increased support contributions welcome See CONTRIBUTING.md for details. feature request feature request technique:pruning Regarding tfmot.sparsity.keras APIs and docs
#155 opened Nov 11, 2019 by alanchiao
Sparsity Runtime Integration with TF/TFLite for Latency Improvements feature request feature request technique:pruning Regarding tfmot.sparsity.keras APIs and docs
#173 opened Dec 6, 2019 by alanchiao
Pruning: Checkpointed Models Not Guaranteed To Be Sparse contributions welcome See CONTRIBUTING.md for details. feature request feature request technique:pruning Regarding tfmot.sparsity.keras APIs and docs
#206 opened Dec 30, 2019 by alanchiao
Pruning fails for siamese networks feature request feature request priority:low Low priority when applied. Intentionally open with no assignee or contributors welcome label. technique:pruning Regarding tfmot.sparsity.keras APIs and docs
#270 opened Feb 26, 2020 by digitalheir
Pruning: improve custom training loop API feature request feature request priority:low Low priority when applied. Intentionally open with no assignee or contributors welcome label. technique:pruning Regarding tfmot.sparsity.keras APIs and docs
#271 opened Feb 27, 2020 by alanchiao
Move TFMOT Library Code Off Private APIs technique:all Applicable to all techniques and TFMOT collectively.
#305 opened Mar 18, 2020 by alanchiao
Support for Conv1D Quantization feature request feature request technique:qat Regarding tfmot.quantization.keras (for quantization-aware training) APIs and docs
#362 opened Apr 15, 2020 by madarax64
How to disable change the output tensor name? feature request feature request technique:pruning Regarding tfmot.sparsity.keras APIs and docs
#28 opened Jun 30, 2019 by zhen8838
Tracking TFMOT 1.0.0 Release technique:all Applicable to all techniques and TFMOT collectively.
#371 opened Apr 22, 2020 by alanchiao
MAC operations in the pruned model???
#1176 opened Feb 11, 2025 by nisarnabeel
QAT (quantization aware training) Support quantizing models recursively feature request feature request technique:qat Regarding tfmot.quantization.keras (for quantization-aware training) APIs and docs
#377 opened May 4, 2020 by CRosero
H5 to Pb Conversion with Fake Quantization Node Fails bug Something isn't working technique:qat Regarding tfmot.quantization.keras (for quantization-aware training) APIs and docs
#381 opened May 11, 2020 by anidh
Behaviour of stripped models and sequence masking bug Something isn't working technique:pruning Regarding tfmot.sparsity.keras APIs and docs
#403 opened May 21, 2020 by captainproton1971
sparsity.prune_low_magnitude fails with mixed precision policy mixed_float16 feature request feature request technique:pruning Regarding tfmot.sparsity.keras APIs and docs
#409 opened May 28, 2020 by dsuthar-nvidia
[Feature request or potential bug] Override of default default_8bit_quantize_layout_transform feature request feature request technique:qat Regarding tfmot.quantization.keras (for quantization-aware training) APIs and docs
#445 opened Jun 30, 2020 by alessandroaimar
How to user quantize to imporve inference performance on tensorflow-serving? bug Something isn't working technique:qat Regarding tfmot.quantization.keras (for quantization-aware training) APIs and docs
#450 opened Jul 2, 2020 by ZhiyiLan
Post quantization does not utilize GPU feature request feature request
#454 opened Jul 8, 2020 by ek9852
Support Dense+BatchNorm in QAT bug Something isn't working technique:qat Regarding tfmot.quantization.keras (for quantization-aware training) APIs and docs
#363 opened Apr 16, 2020 by lravano
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