torch-mlir/frontends/pytorch/test/test_jit_add_views.py

43 lines
925 B
Python

# -*- Python -*-
# This file is licensed under a pytorch-style license
# See frontends/pytorch/LICENSE for license information.
import torch
import npcomp.frontends.pytorch as torch_mlir
import npcomp.frontends.pytorch.test as test
# RUN: python %s | FileCheck %s
dev = torch_mlir.mlir_device()
t0 = torch.randn((4,16,4), device=dev)
t1 = torch.randn((4,16,4), device=dev)
t3 = torch.randn((4,64), device=dev)
t4 = torch.randn((4,64), device=dev)
t2 = t0 + t1
t5 = t3 + t4
t6 = t5.view((4,4,4,4))
t7 = t2.view((4,4,4,4))
t8 = t6 + t7
t0_cpu = t0.to('cpu')
t1_cpu = t1.to('cpu')
# CHECK: PASS! add_views_0 check
test.compare(t2, t0_cpu + t1_cpu, "add_views_0")
t3_cpu = t3.to('cpu')
t4_cpu = t4.to('cpu')
# CHECK: PASS! add_views_1 check
test.compare(t5, t3_cpu + t4_cpu, "add_views_1")
t6_cpu = t6.to('cpu')
t7_cpu = t7.to('cpu')
# CHECK: PASS! add_views_2 check
test.compare(t8, t6_cpu + t7_cpu, "add_views_2")