Description
Describe the bug
import torch
import intel_extension_for_pytorch as ipex
x = torch.rand(1, 3, 180, 320)
new_shape = (360, 480)
dummy_img = (x - x.min()) / (x.max() - x.min()) * 255.
y_cpu = torch.functional.F.interpolate(dummy_img, new_shape)
y_xpu = torch.functional.F.interpolate(dummy_img.xpu(), new_shape)
mae = abs(y_cpu - y_xpu.cpu()).mean()
print(mae)
Versions
Collecting environment information...
PyTorch version: 1.13.0a0+git6c9b55e
PyTorch CXX11 ABI: Yes
IPEX version: 1.13.120+xpu
IPEX commit: c2a3701
Build type: Release
OS: Ubuntu 20.04.5 LTS (x86_64)
GCC version: (Ubuntu 9.4.0-1ubuntu1~20.04.1) 9.4.0
Clang version: N/A
IGC version: 2023.1.0 (2023.1.0.20230320)
CMake version: version 3.23.2
Libc version: glibc-2.31
Python version: 3.9.16 (main, Mar 8 2023, 14:00:05) [GCC 11.2.0] (64-bit runtime)
Python platform: Linux-5.14.0-1047-oem-x86_64-with-glibc2.31
Is XPU available: True
DPCPP runtime version: 2023.1.0
MKL version: 2023.1.0
GPU models and configuration:
[0] _DeviceProperties(name='Intel(R) Graphics [0x5690]', platform_name='Intel(R) Level-Zero', dev_type='gpu, support_fp64=0, total_memory=15473MB, max_compute_units=512)
[1] _DeviceProperties(name='Intel(R) Graphics [0x4626]', platform_name='Intel(R) Level-Zero', dev_type='gpu, support_fp64=0, total_memory=25348MB, max_compute_units=96)
Intel OpenCL ICD version: 22.35.24055
Level Zero version: 1.3.24055
CPU:
Architecture: x86_64
CPU op-mode(s): 32-bit, 64-bit
Byte Order: Little Endian
Address sizes: 39 bits physical, 48 bits virtual
CPU(s): 20
On-line CPU(s) list: 0-19
Thread(s) per core: 1
Core(s) per socket: 14
Socket(s): 1
NUMA node(s): 1
Vendor ID: GenuineIntel
CPU family: 6
Model: 154
Model name: 12th Gen Intel(R) Core(TM) i7-12700H
Stepping: 3
CPU MHz: 2700.000
CPU max MHz: 4700.0000
CPU min MHz: 400.0000
BogoMIPS: 5376.00
Virtualization: VT-x
L1d cache: 336 KiB
L1i cache: 224 KiB
L2 cache: 8.8 MiB
NUMA node0 CPU(s): 0-19
Vulnerability Itlb multihit: Not affected
Vulnerability L1tf: Not affected
Vulnerability Mds: Not affected
Vulnerability Meltdown: Not affected
Vulnerability Mmio stale data: Not affected
Vulnerability Spec store bypass: Mitigation; Speculative Store Bypass disabled via prctl and seccomp
Vulnerability Spectre v1: Mitigation; usercopy/swapgs barriers and __user pointer sanitization
Vulnerability Spectre v2: Mitigation; Enhanced IBRS, IBPB conditional, RSB filling
Vulnerability Srbds: Not affected
Vulnerability Tsx async abort: Not affected
Flags: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush dts acpi mmx fxsr sse sse2 ss ht tm pbe syscall nx pdpe1gb rdtscp lm constant_tsc art arch_perfmon pebs bts rep_good nopl xtopology nonstop_tsc cpuid aperfmperf tsc_known_freq pni pclmulqdq dtes64 monitor ds_cpl vmx smx est tm2 ssse3 sdbg fma cx16 xtpr pdcm pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand lahf_lm abm 3dnowprefetch cpuid_fault epb invpcid_single ssbd ibrs ibpb stibp ibrs_enhanced tpr_shadow vnmi flexpriority ept vpid ept_ad fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid rdseed adx smap clflushopt clwb intel_pt sha_ni xsaveopt xsavec xgetbv1 xsaves split_lock_detect avx_vnni dtherm ida arat pln pts hwp hwp_notify hwp_act_window hwp_epp hwp_pkg_req umip pku ospke waitpkg gfni vaes vpclmulqdq rdpid movdiri movdir64b fsrm md_clear serialize arch_lbr flush_l1d arch_capabilities
Versions of relevant libraries:
[pip3] intel-extension-for-pytorch==1.13.120+xpu
[pip3] numpy==1.24.3
[pip3] pytorch-lightning==1.3.5
[pip3] torch==1.13.0a0+git6c9b55e
[pip3] torchmetrics==0.5.1
[pip3] torchvision==0.14.1a0+5e8e2f1
[conda] intel-extension-for-pytorch 1.13.120+xpu pypi_0 pypi
[conda] numpy 1.24.3 pypi_0 pypi
[conda] pytorch-lightning 1.3.5 pypi_0 pypi
[conda] torch 1.13.0a0+git6c9b55e pypi_0 pypi
[conda] torchmetrics 0.5.1 pypi_0 pypi
[conda] torchvision 0.14.1a0+5e8e2f1 pypi_0 pypi