torch-mlir/e2e_testing/torchscript/view.py

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# Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions.
# See https://llvm.org/LICENSE.txt for license information.
# SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
import torch
from torch_mlir_e2e_test.torchscript.framework import TestUtils
from torch_mlir_e2e_test.torchscript.registry import register_test_case
from torch_mlir_e2e_test.torchscript.annotations import annotate_args, export
# ==============================================================================
class ViewExpandModule(torch.nn.Module):
def __init__(self):
super().__init__()
@export
@annotate_args([
None,
([6, 4], torch.float32, True),
])
def forward(self, a):
return a.view(2, 3, 4)
@register_test_case(module_factory=lambda: ViewExpandModule())
def ViewExpandModule_basic(module, tu: TestUtils):
module.forward(tu.rand(6, 4))
# ==============================================================================
class ViewDynamicExpandModule(torch.nn.Module):
def __init__(self):
super().__init__()
@export
@annotate_args([
None,
([-1, -1, 30, 384], torch.float32, True),
])
def forward(self, a):
return a.view(2, 4, 5, 6, 12, 32)
@register_test_case(module_factory=lambda: ViewDynamicExpandModule())
def ViewDynamicExpandModule_basic(module, tu: TestUtils):
module.forward(tu.rand(2, 4, 30, 384))