towhee.compiler - Towhee Comiler 0.1.1

• Support JIT with towhee.compiler.jit_compile
• Speedup some Towhee Operators:

Operator | Speedup(CPU/GPU) -- | -- imageembedding.timm | 1.3/1.3 imageembedding.data2vec | 1.2/1.7 imageembedding.swag | 1.4/N faceembedding.inceptionresnetv1 | 3.2/N facelandmarkdetection.mobilefacenet | 2.1/2.1 textembedding.transformers | 2.6/N textembedding.data2vec | 1.8/N textembedding.realm | 5.5/1.9 textembedding.xlmprophetnet | 2.1/2.8 audioclassification.panns | 1.6/N audioembedding.vggish | 1.5/N audioembedding.data2vec | 1.5/N imagetextembedding.blip | 2.3/N videotextembedding.bridgeformer(modality='text') | 2.1/N videotextembedding.frozenin_time(modality='text') | 2.2/N

- Python
Published by shiyu22 over 3 years ago