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hikettei / cl-waffe2

[Experimental] Graph and Tensor Abstraction for Deep Learning all in Common Lisp
https://hikettei.github.io/cl-waffe2/
MIT License
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[Enhancement] AVX2 SIMD Support for CPUTensor #84

Closed hikettei closed 10 months ago

hikettei commented 10 months ago

Added SIMD Extension for CPUTensor

Now it's available by using running $ make build_simd_extension.

─────[All Backends Tree]──────────────────────────────────────────────────

[*]CPUTENSOR: OpenBLAS=available *simd-extension-p*=available
    └[-]JITCPUTENSOR: compiler=gcc flags=(-fPIC -O3 -march=native) viz=NIL

[*]LISPTENSOR: Common Lisp implementation on matrix operations
    └[-]JITLISPTENSOR: To be deleted in the future release. do not use this.

[-]SCALARTENSOR: is a special tensor for representing scalar values.
    └[-]JITCPUSCALARTENSOR: Use with JITCPUTensor

([*] : in use, [-] : not in use.)
Add a current-backend-state method to display the status.
─────[*using-backend*]───────────────────────────────────────────────────

Priority: Higher <───────────────────>Lower
                  CPUTENSOR LISPTENSOR 

(use with-devices macro or set-devices-toplevel function to change this parameter.)

*simd-extension-p*=available indicates SIMD Extension is working correctly.

TODO

SLEEF Backend, Sparse Gemm, Data Casting Supports.