04d0a9bbfc085d244ee5abed1e4591202a8bd4cb,web/minstServingHandler.py,,do_inference,#Any#Any#,130

Before Change


    print(host, port)

    // 创建 python grpc 代码调用。
    channel = implementations.insecure_channel(host, int(port))
    stub = prediction_service_pb2.beta_create_PredictionService_stub(channel)
    request = predict_pb2.PredictRequest()
    request.model_spec.name = "mnist"
    request.model_spec.signature_name = "predict_images"
    // image, label = test_data_set.next_batch(1)

After Change



    prediction = ""
    exception = result_future.exception()
    if exception:
        prediction = str(exception)
        print(exception)
    else:
        sys.stdout.write(".")
        sys.stdout.flush()
        response = numpy.array(
            result_future.result().outputs["scores"].float_val)
        // print("response:\n",result_future.result())
        prediction = str(numpy.argmax(response))
    print("////////////////////////", prediction)
    return prediction
Italian Trulli
In pattern: SUPERPATTERN

Frequency: 4

Non-data size: 6

Instances


Project Name: pythonstock/stock
Commit Name: 04d0a9bbfc085d244ee5abed1e4591202a8bd4cb
Time: 2017-10-26
Author: yhy
File Name: web/minstServingHandler.py
Class Name:
Method Name: do_inference


Project Name: YerevaNN/mimic3-benchmarks
Commit Name: ba4a47663778725cdb3aeb0d18777695b76fbacf
Time: 2017-12-18
Author: harhro@gmail.com
File Name: mimic3models/rerun.py
Class Name:
Method Name: process_single


Project Name: lebedov/scikit-cuda
Commit Name: d632bed2770cda8f06d27690b3745237a558fd29
Time: 2014-08-25
Author: lev@columbia.edu
File Name: scikits/cuda/cublas.py
Class Name: _cublas_version_req
Method Name: __init__


Project Name: hls-fpga-machine-learning/hls4ml
Commit Name: 6d27701311a5d0f013cf608dc5947e2fd0813882
Time: 2020-05-04
Author: sioni.summers10@imperial.ac.uk
File Name: hls4ml/model/hls_model.py
Class Name: WeightVariable
Method Name: update_precision