echuraev commented on code in PR #14397: URL: https://github.com/apache/tvm/pull/14397#discussion_r1150790924
########## tests/python/relay/opencl_texture/test_injection_texture.py: ########## @@ -0,0 +1,83 @@ +# Licensed to the Apache Software Foundation (ASF) under one +# or more contributor license agreements. See the NOTICE file +# distributed with this work for additional information +# regarding copyright ownership. The ASF licenses this file +# to you under the Apache License, Version 2.0 (the +# "License"); you may not use this file except in compliance +# with the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, +# software distributed under the License is distributed on an +# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +# KIND, either express or implied. See the License for the +# specific language governing permissions and limitations +# under the License. + +import re +import pytest +import tvm +import numpy as np +from tvm import relay +from tvm.relay import testing +from tvm.contrib import utils +from utils.adreno_utils import gpu_preprocess, build_run_compare + + +dtype = tvm.testing.parameter("float32") + + [email protected]_opencl [email protected]_targets("opencl -device=adreno") +def test_layout_transform_to_block_nchw4c(remote, target, dtype): + """Verification of the case NCHW->NCHW4c""" + input_shape = (1, 32, 720, 1280) + A = relay.var("data", shape=input_shape, dtype=dtype) + lt = relay.layout_transform(A, "NCHW", "NCHW4c") + mod = relay.Function([A], lt) + + build_run_compare(remote, mod, {}, {"data": input_shape}, {"data": dtype}, target) + + [email protected]_opencl [email protected]_targets("opencl -device=adreno") +def test_layout_transform_to_block_nchw(remote, target, dtype): + """Verification of the case NCHW4c->NCHW""" + input_shape = (1, 36, 1, 1, 4) + A = relay.var("data", shape=input_shape, dtype=dtype) + lt = relay.layout_transform(A, "NCHW4c", "NCHW") + mod = relay.Function([A], lt) + + build_run_compare(remote, mod, {}, {"data": input_shape}, {"data": dtype}, target) + + [email protected]_opencl [email protected]_targets("opencl -device=adreno") +def test_layout_transform_to_block_nhwc4c(remote, target, dtype): + """Verification of the case NHWC->NHWC4c""" + input_shape = (1, 1, 1, 144) + A = relay.var("data", shape=input_shape, dtype=dtype) + lt = relay.layout_transform(A, "NHWC", "NHWC4c") + mod = relay.Function([A], lt) + + build_run_compare(remote, mod, {}, {"data": input_shape}, {"data": dtype}, target) + + [email protected](reason="Skip because GPU in CI doesn't support FP16") Review Comment: Good point. Thank you. -- This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and use the URL above to go to the specific comment. To unsubscribe, e-mail: [email protected] For queries about this service, please contact Infrastructure at: [email protected]
