Tensorflow lite in Android App about tensorflow

[sawantkumar]

hi @LiangZhaoSRA ,

If possible , can you share me the .tflite file please

[LiangZhaoSRA]

@sawantkumar Attaches is the tflite file. Thanks.
model.zip

[sawantkumar]

Hi @LiangZhaoSRA ,

I inspected your model using custom code and I found out that your model has dynamic sized tensors . If possible can you provide me the model conversion code.

Dynamic tensors found:
Name: Where_101;StatefulPartitionedCall/Where_101, Shape: [0 1]
Name: Squeeze_83;StatefulPartitionedCall/Squeeze_83, Shape: [0]
Name: GatherV2_83;StatefulPartitionedCall/GatherV2_83;GatherV2_99/axis;StatefulPartitionedCall/GatherV2_99/axis, Shape: [0]
Name: GatherV2_78;StatefulPartitionedCall/GatherV2_78;GatherV2_99/axis;StatefulPartitionedCall/GatherV2_99/axis, Shape: [0]
Name: GatherV2_79;StatefulPartitionedCall/GatherV2_79;GatherV2_99/axis;StatefulPartitionedCall/GatherV2_99/axis, Shape: [0]
Name: GatherV2_71;StatefulPartitionedCall/GatherV2_71;GatherV2_99/axis;StatefulPartitionedCall/GatherV2_99/axis, Shape: [0]
Name: GatherV2_66;StatefulPartitionedCall/GatherV2_66;GatherV2_99/axis;StatefulPartitionedCall/GatherV2_99/axis, Shape: [0]
Name: GatherV2_67;StatefulPartitionedCall/GatherV2_67;GatherV2_99/axis;StatefulPartitionedCall/GatherV2_99/axis, Shape: [0]
Name: GatherV2_59;StatefulPartitionedCall/GatherV2_59;GatherV2_99/axis;StatefulPartitionedCall/GatherV2_99/axis, Shape: [0]
Name: GatherV2_54;StatefulPartitionedCall/GatherV2_54;GatherV2_99/axis;StatefulPartitionedCall/GatherV2_99/axis, Shape: [0]
Name: GatherV2_55;StatefulPartitionedCall/GatherV2_55;GatherV2_99/axis;StatefulPartitionedCall/GatherV2_99/axis, Shape: [0]
Name: GatherV2_12;StatefulPartitionedCall/GatherV2_12;GatherV2_99/axis;StatefulPartitionedCall/GatherV2_99/axis, Shape: [0]
Name: GatherV2_13;StatefulPartitionedCall/GatherV2_13;GatherV2_99/axis;StatefulPartitionedCall/GatherV2_99/axis, Shape: [0]
Name: GatherV2_26;StatefulPartitionedCall/GatherV2_26;GatherV2_99/axis;StatefulPartitionedCall/GatherV2_99/axis, Shape: [0]
Name: GatherV2_27;StatefulPartitionedCall/GatherV2_27;GatherV2_99/axis;StatefulPartitionedCall/GatherV2_99/axis, Shape: [0]
Name: GatherV2_40;StatefulPartitionedCall/GatherV2_40;GatherV2_99/axis;StatefulPartitionedCall/GatherV2_99/axis, Shape: [0]
Name: GatherV2_41;StatefulPartitionedCall/GatherV2_41;GatherV2_99/axis;StatefulPartitionedCall/GatherV2_99/axis, Shape: [0]
Name: GatherV2_5;StatefulPartitionedCall/GatherV2_5;GatherV2_99/axis;StatefulPartitionedCall/GatherV2_99/axis, Shape: [0]
Name: GatherV2;StatefulPartitionedCall/GatherV2;GatherV2_99/axis;StatefulPartitionedCall/GatherV2_99/axis, Shape: [0]
Name: GatherV2_1;StatefulPartitionedCall/GatherV2_1;GatherV2_99/axis;StatefulPartitionedCall/GatherV2_99/axis, Shape: [0]
Name: GatherV2_47;StatefulPartitionedCall/GatherV2_47;GatherV2_99/axis;StatefulPartitionedCall/GatherV2_99/axis, Shape: [0]
Name: GatherV2_42;StatefulPartitionedCall/GatherV2_42;GatherV2_99/axis;StatefulPartitionedCall/GatherV2_99/axis, Shape: [0]
Name: GatherV2_43;StatefulPartitionedCall/GatherV2_43;GatherV2_99/axis;StatefulPartitionedCall/GatherV2_99/axis, Shape: [0]

[LiangZhaoSRA]

Hi Sawant,
I converted the torch model to tflite via torch to onnx, onnx to tensorflow and tensorflow to tflite. Attached are the scripts for model conversion. Please let me know if you have any questions. Thanks.
tr2lite.zip