Convert into tflite

[Harsh-Vavaiya]

Hi, @foamliu I want to test this model into mobile can you help me how to convert it in tflite model ?

[Harsh-Vavaiya]

`import tensorflow as tf
from utils import load_model

if name == 'main':
img_width, img_height = 224, 224
model = load_model()
tflite_converter = tf.lite.TFLiteConverter.from_keras_model(model)
tflite_model = tflite_converter.convert()
open("models/model.96-0.89.tflite", "wb").write(tflite_model)`

Tried this, but its giving error:
loc(fused[callsite("functional_3/scale_conv1/mul"("C:\ProgramData\Anaconda3\lib\site-packages\tensorflow\python\ops\math_ops.py":1457:0) at callsite("C:\ProgramData\Anaconda3\lib\site-packages\tensorflow\python\ops\math_ops.py":1125:0 at callsite("D:\fiverr\mrh_21\Car-Recognition\custom_layers\scale_layer.py":65:0 at callsite("C:\ProgramData\Anaconda3\lib\site-packages\tensorflow\python\autograph\impl\api.py":302:0 at callsite("C:\ProgramData\Anaconda3\lib\site-packages\tensorflow\python\keras\engine\base_layer.py":985:0 at callsite("C:\ProgramData\Anaconda3\lib\site-packages\tensorflow\python\keras\engine\functional.py":508:0 at callsite("C:\ProgramData\Anaconda3\lib\site-packages\tensorflow\python\keras\engine\functional.py":385:0 at callsite("C:\ProgramData\Anaconda3\lib\site-packages\tensorflow\python\keras\engine\base_layer.py":985:0 at callsite("C:\ProgramData\Anaconda3\lib\site-packages\tensorflow\python\keras\saving\saving_utils.py":134:0 at "C:\ProgramData\Anaconda3\lib\site-packages\tensorflow\python\eager\def_function.py":600:0))))))))), callsite("functional_3/conv1/Conv2D"("C:\ProgramData\Anaconda3\lib\site-packages\tensorflow\python\eager\def_function.py":1073:0) at callsite("C:\ProgramData\Anaconda3\lib\site-packages\tensorflow\python\eager\def_function.py":1167:0 at callsite("C:\ProgramData\Anaconda3\lib\site-packages\tensorflow\lite\python\lite.py":804:0 at callsite("D:/fiverr/mrh_21/Car-Recognition/tflite_coverter.py":19:0 at callsite("C:\Program Files\JetBrains\PyCharm 2020.1\plugins\python\helpers\pydev_pydev_imps_pydev_execfile.py":18:0 at callsite("C:\Program Files\JetBrains\PyCharm 2020.1\plugins\python\helpers\pydev\pydevd.py":1438:0 at callsite("C:\Program Files\JetBrains\PyCharm 2020.1\plugins\python\helpers\pydev\pydevd.py":1431:0 at callsite("C:\Program Files\JetBrains\PyCharm 2020.1\plugins\python\helpers\pydev\pydevd.py":2122:0 at "C:\Program Files\JetBrains\PyCharm 2020.1\plugins\python\helpers\pydev\pydevd.py":2131:0)))))))), callsite("functional_3/bn_conv1/FusedBatchNormV3"("C:\ProgramData\Anaconda3\lib\site-packages\tensorflow\python\eager\def_function.py":1073:0) at callsite("C:\ProgramData\Anaconda3\lib\site-packages\tensorflow\python\eager\def_function.py":1167:0 at callsite("C:\ProgramData\Anaconda3\lib\site-packages\tensorflow\lite\python\lite.py":804:0 at callsite("D:/fiverr/mrh_21/Car-Recognition/tflite_coverter.py":19:0 at callsite("C:\Program Files\JetBrains\PyCharm 2020.1\plugins\python\helpers\pydev_pydev_imps_pydev_execfile.py":18:0 at callsite("C:\Program Files\JetBrains\PyCharm 2020.1\plugins\python\helpers\pydev\pydevd.py":1438:0 at callsite("C:\Program Files\JetBrains\PyCharm 2020.1\plugins\python\helpers\pydev\pydevd.py":1431:0 at callsite("C:\Program Files\JetBrains\PyCharm 2020.1\plugins\python\helpers\pydev\pydevd.py":2122:0 at "C:\Program Files\JetBrains\PyCharm 2020.1\plugins\python\helpers\pydev\pydevd.py":2131:0)))))))), callsite("functional_3/res2c_branch2b/Conv2D"("C:\ProgramData\Anaconda3\lib\site-packages\tensorflow\python\eager\def_function.py":1073:0) at callsite("C:\ProgramData\Anaconda3\lib\site-packages\tensorflow\python\eager\def_function.py":1167:0 at callsite("C:\ProgramData\Anaconda3\lib\site-packages\tensorflow\lite\python\lite.py":804:0 at callsite("D:/fiverr/mrh_21/Car-Recognition/tflite_coverter.py":19:0 at callsite("C:\Program Files\JetBrains\PyCharm 2020.1\plugins\python\helpers\pydev_pydev_imps_pydev_execfile.py":18:0 at callsite("C:\Program Files\JetBrains\PyCharm 2020.1\plugins\python\helpers\pydev\pydevd.py":1438:0 at callsite("C:\Program Files\JetBrains\PyCharm 2020.1\plugins\python\helpers\pydev\pydevd.py":1431:0 at callsite("C:\Program Files\JetBrains\PyCharm 2020.1\plugins\python\helpers\pydev\pydevd.py":2122:0 at "C:\Program Files\JetBrains\PyCharm 2020.1\plugins\python\helpers\pydev\pydevd.py":2131:0)))))))), callsite("functional_3/scale_conv1/Reshape"("C:\ProgramData\Anaconda3\lib\site-packages\tensorflow\python\keras\backend.py":2911:0) at callsite("C:\ProgramData\Anaconda3\lib\site-packages\tensorflow\python\util\dispatch.py":201:0 at callsite("D:\fiverr\mrh_21\Car-Recognition\custom_layers\scale_layer.py":65:0 at callsite("C:\ProgramData\Anaconda3\lib\site-packages\tensorflow\python\autograph\impl\api.py":302:0 at callsite("C:\ProgramData\Anaconda3\lib\site-packages\tensorflow\python\keras\engine\base_layer.py":985:0 at callsite("C:\ProgramData\Anaconda3\lib\site-packages\tensorflow\python\keras\engine\functional.py":508:0 at callsite("C:\ProgramData\Anaconda3\lib\site-packages\tensorflow\python\keras\engine\functional.py":385:0 at callsite("C:\ProgramData\Anaconda3\lib\site-packages\tensorflow\python\keras\engine\base_layer.py":985:0 at callsite("C:\ProgramData\Anaconda3\lib\site-packages\tensorflow\python\keras\saving\saving_utils.py":134:0 at "C:\ProgramData\Anaconda3\lib\site-packages\tensorflow\python\eager\def_function.py":600:0)))))))))]): error: non-broadcastable operands: 'tensor<64x7x7x3xf32>' and 'tensor<1x1x1x64xf32>'

[Usman-Ghani123]

Have you downloaded the respective weight file?
bcoz the weight file link is given in readme section