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Open Graph Title: tensorflow/model-optimization

X Title: tensorflow/model-optimization

Description: A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning. - tensorflow/model-optimization

Open Graph Description: A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning. - tensorflow/model-optimization

X Description: A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning. - tensorflow/model-optimization

Opengraph URL: https://github.com/tensorflow/model-optimization

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Tracking TFMOT 1.0.0 Releasehttps://github.com/tensorflow/model-optimization/issues/371
alanchiaohttps://github.com/alanchiao
Sparsity Runtime Integration with TF/TFLite for Latency Improvementshttps://github.com/tensorflow/model-optimization/issues/173
alanchiaohttps://github.com/alanchiao
Pruning: Keras subclassed model increased support https://github.com/tensorflow/model-optimization/issues/155
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build from source fails on macoshttps://patch-diff.githubusercontent.com/tensorflow/model-optimization/issues/1241
bugSomething isn't workinghttps://patch-diff.githubusercontent.com/tensorflow/model-optimization/issues?q=is%3Aissue%20state%3Aopen%20label%3Abug
chizkiyahuhttps://patch-diff.githubusercontent.com/tensorflow/model-optimization/issues?q=is%3Aissue%20state%3Aopen%20author%3Achizkiyahu
First Conv2D layer in model cannot be pruned with structured sparsity (sparsity_m_by_n)https://patch-diff.githubusercontent.com/tensorflow/model-optimization/issues/1182
bugSomething isn't workinghttps://patch-diff.githubusercontent.com/tensorflow/model-optimization/issues?q=is%3Aissue%20state%3Aopen%20label%3Abug
anasvafhttps://patch-diff.githubusercontent.com/tensorflow/model-optimization/issues?q=is%3Aissue%20state%3Aopen%20author%3Aanasvaf
ValueError: to_annotate can only be a keras.layers.Layer instance. You passed an instance of type: Dense.https://patch-diff.githubusercontent.com/tensorflow/model-optimization/issues/1181
ningjingzhiweihttps://patch-diff.githubusercontent.com/tensorflow/model-optimization/issues?q=is%3Aissue%20state%3Aopen%20author%3Aningjingzhiwei
ValueError: to_annotate can only be a keras.layers.Layer instance. You passed an instance of type: Dense.https://patch-diff.githubusercontent.com/tensorflow/model-optimization/issues/1180
ningjingzhiweihttps://patch-diff.githubusercontent.com/tensorflow/model-optimization/issues?q=is%3Aissue%20state%3Aopen%20author%3Aningjingzhiwei
Incorrect inputs reordering inside ModelTransformer._get_layers during pattern matchinhttps://patch-diff.githubusercontent.com/tensorflow/model-optimization/issues/1179
bugSomething isn't workinghttps://patch-diff.githubusercontent.com/tensorflow/model-optimization/issues?q=is%3Aissue%20state%3Aopen%20label%3Abug
virtualphotonhttps://patch-diff.githubusercontent.com/tensorflow/model-optimization/issues?q=is%3Aissue%20state%3Aopen%20author%3Avirtualphoton
Any plans to update numpy to v2https://patch-diff.githubusercontent.com/tensorflow/model-optimization/issues/1177
feature requestfeature requesthttps://patch-diff.githubusercontent.com/tensorflow/model-optimization/issues?q=is%3Aissue%20state%3Aopen%20label%3A%22feature%20request%22
cdeepalihttps://patch-diff.githubusercontent.com/tensorflow/model-optimization/issues?q=is%3Aissue%20state%3Aopen%20author%3Acdeepali
MAC operations in the pruned model???https://patch-diff.githubusercontent.com/tensorflow/model-optimization/issues/1176
nisarnabeelhttps://patch-diff.githubusercontent.com/tensorflow/model-optimization/issues?q=is%3Aissue%20state%3Aopen%20author%3Anisarnabeel
ValueError: prune_low_magnitude can only prune an object of the following types: keras.models.Sequential, keras functional model, keras.layers.Layer, list of keras.layers.Layer. You passed an object of type: Conv2D.https://patch-diff.githubusercontent.com/tensorflow/model-optimization/issues/1172
bugSomething isn't workinghttps://patch-diff.githubusercontent.com/tensorflow/model-optimization/issues?q=is%3Aissue%20state%3Aopen%20label%3Abug
ShardulNalegavehttps://patch-diff.githubusercontent.com/tensorflow/model-optimization/issues?q=is%3Aissue%20state%3Aopen%20author%3AShardulNalegave
ValueError: prune_low_magnitude can only prune an object of the following types: keras.models.Sequential, keras functional model, keras.layers.Layer, list of keras.layers.Layer. You passed an object of type: Sequential.https://patch-diff.githubusercontent.com/tensorflow/model-optimization/issues/1167
bugSomething isn't workinghttps://patch-diff.githubusercontent.com/tensorflow/model-optimization/issues?q=is%3Aissue%20state%3Aopen%20label%3Abug
RifatUllah102https://patch-diff.githubusercontent.com/tensorflow/model-optimization/issues?q=is%3Aissue%20state%3Aopen%20author%3ARifatUllah102
Unexpected error when performing QAT on some layers of a GNN model.https://patch-diff.githubusercontent.com/tensorflow/model-optimization/issues/1166
bugSomething isn't workinghttps://patch-diff.githubusercontent.com/tensorflow/model-optimization/issues?q=is%3Aissue%20state%3Aopen%20label%3Abug
sicong-li-armhttps://patch-diff.githubusercontent.com/tensorflow/model-optimization/issues?q=is%3Aissue%20state%3Aopen%20author%3Asicong-li-arm
TFOpLambda not supported in INT8 Quantization Aware Training (Mobilenetv3)https://patch-diff.githubusercontent.com/tensorflow/model-optimization/issues/1145
bugSomething isn't workinghttps://patch-diff.githubusercontent.com/tensorflow/model-optimization/issues?q=is%3Aissue%20state%3Aopen%20label%3Abug
pedrofrodenashttps://patch-diff.githubusercontent.com/tensorflow/model-optimization/issues?q=is%3Aissue%20state%3Aopen%20author%3Apedrofrodenas
quantize_model() cannot detect a keras.Sequential model https://patch-diff.githubusercontent.com/tensorflow/model-optimization/issues/1144
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