Metadata-Version: 2.1
Name: iva-tpu
Version: 9.1.0
Summary: IVA TPU Python API
Home-page: http://git.mmp.iva-tech.ru/tpu_sw/pytpu
Author: Maxim Moroz
Author-email: m.moroz@iva-tech.ru
License: UNKNOWN
Description: # IVA TPU Python API
        ## Main entities
        ### TPUDevice
        TPUDevice is 
        ## Example
        ```python
        import numpy as np
        from iva_tpu import TPUDevice, TPUProgram
        
        from iva_applications.resnet50 import image_to_tensor
        from iva_applications.imagenet import tpu_tensor_to_classes
        from PIL import Image
        
        image = Image.open('ILSVRC2012_val_00000045.JPEG')
        tensor = image_to_tensor(image)
        
        device = TPUDevice()
        program = TPUProgram("resnet50.tpu")
        device.load(program)  # now device is ready to make inference
        
        output = device.run([tensor], dtype=np.float32)
        tpu_tensor_to_classes(output[0], top=1)
        
        from timeit import timeit
        timeit(lambda: device.run([tensor]), number=100)
        
        ```
        
        ## Пример для работы с буферами данных
        ```
        from iva_tpu import TPUDevice, TPUProgram
        program = TPUProgram("omega_program_dnn_quant_3.0.0.tpu")
        device = TPUDevice()
        device.load(program)
        
        with open("f.bin", "rb") as f:
            buf=f.read()
        
        device.set_input_buffer(buf, 0)
        device.run_inference()
        
        for i in range(3):
          o = device.get_output_buffer(i)
          with open(f"o{i}.bin", "wb") as f:
            f.write(o)
        ```
Platform: UNKNOWN
Requires-Python: >=3.6
Description-Content-Type: text/markdown
