Error while running a single layer model of avg_pooling2d using CLML on qualcomm device

Troubleshooting
8

@kvegiraj @srkreddy1238 I was able to fix this issue by doing the transform and clml partitioning under tvm.transform.PassContext(opt_level=3) optimization pass.

with tvm.transform.PassContext(opt_level=3):
    mod = seq(mod)
    print("----------ir after layout change------------")
    print(mod)
    print("----------------------")

    if not local_demo and enable_clml:
        print("partition clml")
        print(clml.is_clml_runtime_enabled())
        mod = clml.preprocess_module(mod)
        mod = clml.partition_for_clml(mod, params)


    target = tvm.target.Target(test_target, host=target)

    #mod = seq(mod)
    lib = relay.build(mod, target=target, params=params)