def check_llvm():
if not tvm.testing.device_enabled("llvm"):
return
f = tvm.build(s, [A, B], "ext_dev", "llvm")
ctx = tvm.ext_dev(0)
# launch the kernel.
a = tvm.nd.array(np.random.uniform(size=n).astype(A.dtype), ctx)
b = tvm.nd.array(np.zeros(n, dtype=B.dtype), ctx)
f(a, b)
tvm.testing.assert_allclose(b.asnumpy(), a.asnumpy() + 1)
def check_llvm():
if not tvm.module.enabled("llvm"):
return
f = tvm.build(s, [A, B], "ext_dev", "llvm")
ctx = tvm.ext_dev(0)
# launch the kernel.
a = tvm.nd.array(np.random.uniform(size=n).astype(A.dtype), ctx)
b = tvm.nd.array(np.zeros(n, dtype=B.dtype), ctx)
f(a, b)
tvm.testing.assert_allclose(b.asnumpy(), a.asnumpy() + 1)
# under the License.
"""Python VTA Deploy."""
from __future__ import absolute_import, print_function
import os
from os.path import join
from io import BytesIO
from PIL import Image
import requests
import numpy as np
import tvm
from tvm.contrib import graph_runtime, download
CTX = tvm.ext_dev(0)
def load_vta_library():
"""load vta lib"""
curr_path = os.path.dirname(os.path.abspath(os.path.expanduser(__file__)))
proj_root = os.path.abspath(os.path.join(curr_path, "../../../../"))
vtadll = os.path.abspath(os.path.join(proj_root, "build/libvta.so"))
return tvm.runtime.load_module(vtadll)
def load_model():
""" Load VTA Model """
load_vta_library()