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'dot' gives different answers when viewing rather than slicing multidimensional arrays #2589

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RedRussianBear opened this issue Dec 12, 2024 · 0 comments
Open

'dot' gives different answers when viewing rather than slicing multidimensional arrays #2589

RedRussianBear opened this issue Dec 12, 2024 · 0 comments
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bug Something isn't working

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@RedRussianBear
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Describe the bug

Applying dot to views of two three-dimensional CuArrays gives a substantially different result than dot over the equivalent slice. Behaviour is correct with CPU arrays.

To reproduce

using LinearAlgebra
using CUDA

A = rand(100, 100, 100)
B = rand(100, 100, 100)

# Consistent down to machine epsilon on CPU
@show dot(A[2:99, 2:99, 2:99], B[2:99, 2:99, 2:99])
@show dot(view(A, 2:99, 2:99, 2:99), view(B, 2:99, 2:99, 2:99))

cA = CuArray(A)
cB = CuArray(B)

# Different results on GPU
@show dot(cA[2:99, 2:99, 2:99], cB[2:99, 2:99, 2:99])
@show dot(view(cA, 2:99, 2:99, 2:99), view(cB, 2:99, 2:99, 2:99))
Manifest.toml 

# This file is machine-generated - editing it directly is not advised

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[[deps.nghttp2_jll]]
deps = ["Artifacts", "Libdl"]
uuid = "8e850ede-7688-5339-a07c-302acd2aaf8d"
version = "1.59.0+0"

[[deps.oneTBB_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl"]
git-tree-sha1 = "7d0ea0f4895ef2f5cb83645fa689e52cb55cf493"
uuid = "1317d2d5-d96f-522e-a858-c73665f53c3e"
version = "2021.12.0+0"

[[deps.p7zip_jll]]
deps = ["Artifacts", "Libdl"]
uuid = "3f19e933-33d8-53b3-aaab-bd5110c3b7a0"
version = "17.4.0+2"

[[deps.x264_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl"]
git-tree-sha1 = "35976a1216d6c066ea32cba2150c4fa682b276fc"
uuid = "1270edf5-f2f9-52d2-97e9-ab00b5d0237a"
version = "10164.0.0+0"

[[deps.x265_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl"]
git-tree-sha1 = "dcc541bb19ed5b0ede95581fb2e41ecf179527d2"
uuid = "dfaa095f-4041-5dcd-9319-2fabd8486b76"
version = "3.6.0+0"

[[deps.xkbcommon_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Wayland_jll", "Wayland_protocols_jll", "Xorg_libxcb_jll", "Xorg_xkeyboard_config_jll"]
git-tree-sha1 = "9c304562909ab2bab0262639bd4f444d7bc2be37"
uuid = "d8fb68d0-12a3-5cfd-a85a-d49703b185fd"
version = "1.4.1+1"

Expected behavior

The same answer from views and slicing.

Version info

Details on Julia:

Julia Version 1.11.2
Commit 5e9a32e7af2 (2024-12-01 20:02 UTC)
Build Info:
  Official https://julialang.org/ release
Platform Info:
  OS: Linux (x86_64-linux-gnu)
  CPU: 32 × AMD Ryzen Threadripper PRO 5955WX 16-Cores
  WORD_SIZE: 64
  LLVM: libLLVM-16.0.6 (ORCJIT, znver3)
Threads: 1 default, 0 interactive, 1 GC (on 32 virtual cores)

Details on CUDA:

CUDA runtime 12.6, artifact installation
CUDA driver 12.6
NVIDIA driver 560.35.3

CUDA libraries: 
- CUBLAS: 12.6.4

- CURAND: 10.3.7
- CUFFT: 11.3.0
- CUSOLVER: 11.7.1
- CUSPARSE: 12.5.4
- CUPTI: 2024.3.2 (API 24.0.0)
- NVML: 12.0.0+560.35.3

Julia packages: 
- CUDA: 5.5.2
- CUDA_Driver_jll: 0.10.4+0
- CUDA_Runtime_jll: 0.15.5+0

Toolchain:
- Julia: 1.11.2
- LLVM: 16.0.6

2 devices:
  0: NVIDIA GeForce RTX 4090 (sm_89, 23.066 GiB / 23.988 GiB available)
  1: NVIDIA GeForce RTX 4090 (sm_89, 23.243 GiB / 23.988 GiB available)
@RedRussianBear RedRussianBear added the bug Something isn't working label Dec 12, 2024
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