Math Vector Library Machine Learning Extension
Programming Reference Manual C/C++
Version 1.0 DD-00004-010
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Contents
1
About this Guide
1.1
Legal Information
1.2
Feedback and Contact
1.3
Introduction
1.4
Audience for This Guide
1.5
How to Use This Guide
1.6
Conventions Used in This Guide
2
Overview
2.1
Introduction
2.2
Thread Safety
2.3
SIMD/SPMD Unit Usage
2.4
Performance Characteristics
3
Utility
3.1
mvecmlver
- Version query
3.1.1
Parameters
4
Activation functions
4.1
vmlsigm
- Sigmoid activation
4.1.1
Parameters
4.2
vmlsigmd
- Sigmoid activation (first derivative)
4.2.1
Parameters
4.3
vmlrelu
- ReLU activation
4.3.1
Parameters
4.4
vmlrelud
- ReLU activation (first derivative)
4.4.1
Parameters
4.5
vmltanh
- Tanh activation
4.5.1
Parameters
4.6
vmltanhd
- Tanh activation (first derivative)
4.6.1
Parameters
4.7
vmlsplu
- Softplus activation
4.7.1
Parameters
4.8
vmlsplud
- Softplus activation (first derivative)
4.8.1
Parameters
4.9
vmlgauss
- Gaussian activation
4.9.1
Parameters
4.10
vmlgaussd
- Gaussian activation (first derivative)
4.10.1
Parameters
4.11
vmlgelu
- GELU activation
4.11.1
Parameters
4.12
vmlgelud
- GELU activation (first derivative)
4.12.1
Parameters
4.13
vmlsilu
- SiLU activation
4.13.1
Parameters
4.14
vmlsilud
- SiLU activation (first derivative)
4.14.1
Parameters
4.15
vmlssgn
- Softsign activation
4.15.1
Parameters
4.16
vmlssgnd
- Softsign activation (first derivative)
4.16.1
Parameters
4.17
vmlmish
- MISH activation
4.17.1
Parameters
4.18
vmlmishd
- MISH activation (first derivative)
4.18.1
Parameters
4.19
vmlatan
- Arctan activation
4.19.1
Parameters
4.20
vmlatand
- Arctan activation (first derivative)
4.20.1
Parameters
4.21
vmlprelu
- PReLU activation
4.21.1
Parameters
4.22
vmlprelud
- PReLU activation (first derivative)
4.22.1
Parameters
4.23
vmlselu
- SELU activation
4.23.1
Parameters
4.24
vmlselud
- SELU activation (first derivative)
4.24.1
Parameters
5
Acknowledgements
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