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Quantized saved_model size increased.

Open JuHyung-Son opened this issue 6 years ago • 1 comments

I followed colab tutorial and noticed that quantized mode size is increased after converting. Is this an expected result?? I expected the quantized model size would be decreased.

I checked this PR 30789, but it doesn't work as expected.

TF 2.0.0 tensorrt 5.1.5

du -h -d 1

88K	./.config
448M	./resnet50_saved_model_TFTRT_FP16
386M	./resnet50_saved_model_TFTRT_INT8
924K	./data
298M	./resnet50_saved_model_TFTRT_FP32
103M	./resnet50_saved_model
55M	./sample_data
1.3G	.

JuHyung-Son avatar Jan 23 '20 14:01 JuHyung-Son

I have same problem. I'm quantizing a model to reduce the size, not to make it larger :/

Tailwhip avatar Jun 10 '21 09:06 Tailwhip