Deep Learning Frameworks: Comparisons
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Frameworks
Comparisons
Appendices
Frameworks
Libraries
Mathematics
CPU
GPU
Memory
CPU
GPU
Computation
CPU
GPU
Communication
CPU
GPU
Data Processing
Language APIs
Deep Learning Frameworks: Comparisons
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Libraries
¶
Mathematics
¶
CPU
¶
Matrix
Eigen: [
website
][
codes
]
BLAS:
CBLAS: [
website
][
codes
]
Lapack: [
website
][
codes
]
MKL: [
website
][
codes
]
GPU
¶
Memory
¶
CPU
¶
GPU
¶
CNMeM: [
website
][
codes
]
Computation
¶
CPU
¶
OpenMPI: [
website
][
codes
]
NNPack: [
website
][
codes
]
GPU
¶
NervanaGPU: [
website
][
codes
]
Communication
¶
CPU
¶
Gloo: [
website
][
codes
]
GPU
¶
NCCL: [
website
][
codes
]
Data Processing
¶
ProtoBuf: [
website
][
codes
]
Language APIs
¶
PyBind11: [
website
][
codes
]
PyOpenCL: [
website
][
codes
]
PyCUDA: [
website
][
codes
]
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