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Issues list

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. bug Something isn't working
#1172 opened Jan 19, 2025 by ShardulNalegave
1
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. bug Something isn't working
#1167 opened Dec 1, 2024 by RifatUllah102
1
Unexpected error when performing QAT on some layers of a GNN model. bug Something isn't working
#1166 opened Nov 29, 2024 by sicong-li-arm
TFOpLambda not supported in INT8 Quantization Aware Training (Mobilenetv3) bug Something isn't working
#1145 opened Oct 8, 2024 by pedrofrodenas
1
quantize_model() cannot detect a keras.Sequential model bug Something isn't working
#1144 opened Oct 8, 2024 by DKMaCS
3
Requirements.txt allows an unsupported version of tf+keras bug Something isn't working
#1143 opened Oct 2, 2024 by zeroby0
Failed to apply the QAT function 'quantize_model' to the sequential model that is defined using tensorflow.keras bug Something isn't working
#1140 opened Jul 26, 2024 by wwwind
3
RuntimeError: Layer tf.__operators__.getitem:<class 'tf_keras.src.layers.core.tf_op_layer.SlicingOpLambda'> is not supported. feature request feature request
#1139 opened Jul 9, 2024 by reganh98
Unexpected Inference Time and Model Size for TensorFlow Lite and Pruned Models bug Something isn't working
#1135 opened Jun 21, 2024 by experimentsym3
Is it possible to use this tool to optimize (quantize) a model trained with PyTorch? feature request feature request
#1134 opened Jun 20, 2024 by zhuoran-guo
Does structural pruning support pre-trained model? feature request feature request
#1133 opened Jun 9, 2024 by aidevmin
DepthwiseConv2D Layers cannot be clustered or sparsely pruned bug Something isn't working
#1132 opened Jun 6, 2024 by nathanwbailey
Per-tensor QAT model Conv2d+BN+relu folding issue bug Something isn't working
#1131 opened May 15, 2024 by sheh
1
Failed quantization of dilated convolution layers: tensorflow or tensorflow-model-optimization bug? bug Something isn't working
#1130 opened May 13, 2024 by Ebanflo42
Custom layer with Concat afterwards causes an error during QAT modeling bug Something isn't working
#1124 opened Mar 27, 2024 by mhyeonsoo
3
Cannot use Quantize layer and use abstract class and methods bug Something isn't working
#1122 opened Feb 26, 2024 by dhruven-god
1
Any plans to support keras3? feature request feature request
#1119 opened Feb 20, 2024 by Krovatkin
5
Can't use TFMOT version 0.8.0 due to missing dependency bug Something isn't working
#1117 opened Feb 12, 2024 by vloncar
1
Support for Recurrent layers for Quantization Aware Training. feature request feature request
#1114 opened Feb 6, 2024 by parth-desai
1
strange behavior when quantizing a model. bug Something isn't working
#1109 opened Jan 23, 2024 by IdrissARM
2
Error in MovingAverageQuantizer with per_axis=True due to missing parameters in _add_range_weights bug Something isn't working
#1108 opened Jan 23, 2024 by Litschi123
MobileNetV3 QAT TFLite Conversion Issue bug Something isn't working
#1107 opened Jan 15, 2024 by tarushbansal
7
Add batch norm to default_n_bit_quantize_registry and default_8_bit_quantize_registry feature request feature request
#1099 opened Sep 28, 2023 by DerryFitz
2
Add a default PruningPolicy that filters out any layers not supported by the API feature request feature request
#1098 opened Sep 26, 2023 by annietllnd
@lenscloth
1
float16 quantization runs out of memory for LSTM model bug Something isn't working
#1091 opened Aug 30, 2023 by Black3rror
@yyoon
3
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