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[Operator] Add kron op #292

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[Operator] Add kron op #292

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growvv
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@growvv growvv commented Nov 15, 2024

PR Category

Operator

Type of Change

New Feature

Description

add kron op

Issue

Associated with Feature #259

Progress

  • Change is properly reviewed (1 reviewer required, 2 recommended).
  • Change is responded to an issue.
  • Change is fully covered by a UT.

Performance

set A.shape = B.shape = (size, size),

vector-kron-performance:
size Triton Torch
0 16.0 0.014925 0.500000
1 32.0 0.020253 1.200000
2 48.0 0.046154 1.000000
3 64.0 0.078947 0.657534
4 80.0 0.128645 0.443787
5 96.0 0.220408 0.308571
6 112.0 0.199187 0.223065
7 128.0 0.190665 0.169912
8 144.0 0.082949 0.133151
9 160.0 0.073010 0.107720
10 176.0 0.065964 0.087830
11 192.0 0.061146 0.074948
12 208.0 0.054953 0.062596
13 224.0 0.050585 0.053980
14 240.0 0.046579 0.047532
15 256.0 0.044288 0.039848
16 272.0 0.021911 0.036757
17 288.0 0.020507 0.032899

image

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