2bf8d910f6
* [Docs][PyOV] update python snippets * first snippet * Fix samples debug * Fix linter * part1 * Fix speech sample * update model state snippet * add serialize * add temp dir * CPU snippets update (#134) * snippets CPU 1/6 * snippets CPU 2/6 * snippets CPU 3/6 * snippets CPU 4/6 * snippets CPU 5/6 * snippets CPU 6/6 * make module TODO: REMEMBER ABOUT EXPORTING PYTONPATH ON CIs ETC * Add static model creation in snippets for CPU * export_comp_model done * leftovers * apply comments * apply comments -- properties * small fixes * rempve debug info * return IENetwork instead of Function * apply comments * revert precision change in common snippets * update opset * [PyOV] Edit docs for the rest of plugins (#136) * modify main.py * GNA snippets * GPU snippets * AUTO snippets * MULTI snippets * HETERO snippets * Added properties * update gna * more samples * Update docs/OV_Runtime_UG/model_state_intro.md * Update docs/OV_Runtime_UG/model_state_intro.md * attempt1 fix ci * new approach to test * temporary remove some files from run * revert cmake changes * fix ci * fix snippet * fix py_exclusive snippet * fix preprocessing snippet * clean-up main * remove numpy installation in gha * check for GPU * add logger * iexclude main * main update * temp * Temp2 * Temp2 * temp * Revert temp * add property execution devices * hide output from samples --------- Co-authored-by: p-wysocki <przemyslaw.wysocki@intel.com> Co-authored-by: Jan Iwaszkiewicz <jan.iwaszkiewicz@intel.com> Co-authored-by: Karol Blaszczak <karol.blaszczak@intel.com>
32 lines
785 B
Python
32 lines
785 B
Python
# Copyright (C) 2022 Intel Corporation
|
|
# SPDX-License-Identifier: Apache-2.0
|
|
|
|
from snippets import get_model
|
|
import openvino as ov
|
|
|
|
|
|
def init_preproc():
|
|
model = get_model()
|
|
#! [init_preproc]
|
|
import openvino as ov
|
|
from openvino.preprocess import PrePostProcessor, ColorFormat
|
|
|
|
core = ov.Core()
|
|
|
|
p = PrePostProcessor(model)
|
|
p.input().tensor().set_element_type(ov.Type.u8).set_color_format(
|
|
ColorFormat.NV12_TWO_PLANES, ["y", "uv"]
|
|
).set_memory_type("GPU_SURFACE")
|
|
p.input().preprocess().convert_color(ColorFormat.BGR)
|
|
p.input().model().set_layout(ov.Layout("NCHW"))
|
|
model_with_preproc = p.build()
|
|
#! [init_preproc]
|
|
|
|
|
|
def main():
|
|
core = ov.Core()
|
|
if "GPU" not in core.available_devices:
|
|
return 0
|
|
init_preproc()
|
|
|