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whisper : add memory sizes for Q8_0 (close #846)

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Georgi Gerganov 2023-05-01 10:03:56 +03:00
parent 872a85ae94
commit 7765770f89
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GPG Key ID: 449E073F9DC10735
2 changed files with 26 additions and 17 deletions
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2
examples/whisper.wasm/README.md
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@ -37,6 +37,6 @@ emcmake cmake ..
make -j
# copy the produced page to your HTTP path
cp bin/whisper.wasm/* /path/to/html/
cp bin/whisper.wasm/* /path/to/html/
cp bin/libmain.worker.js /path/to/html/
```

41
whisper.cpp
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@ -284,11 +284,11 @@ static const std::map<ggml_type, std::map<e_model, size_t>> MEM_REQ_MODEL = {
},
{ GGML_TYPE_Q4_1,
{
{ MODEL_TINY, 31ull*MB },
{ MODEL_BASE, 57ull*MB },
{ MODEL_SMALL, 181ull*MB },
{ MODEL_MEDIUM, 559ull*MB },
{ MODEL_LARGE, 1122ull*MB },
{ MODEL_TINY, 32ull*MB },
{ MODEL_BASE, 58ull*MB },
{ MODEL_SMALL, 182ull*MB },
{ MODEL_MEDIUM, 562ull*MB },
{ MODEL_LARGE, 1124ull*MB },
},
},
{ GGML_TYPE_Q4_2,
@ -300,22 +300,31 @@ static const std::map<ggml_type, std::map<e_model, size_t>> MEM_REQ_MODEL = {
{ MODEL_LARGE, 940ull*MB },
},
},
{ GGML_TYPE_Q5_0, // TODO: fix
{ GGML_TYPE_Q5_0,
{
{ MODEL_TINY, 31ull*MB },
{ MODEL_BASE, 57ull*MB },
{ MODEL_SMALL, 181ull*MB },
{ MODEL_MEDIUM, 559ull*MB },
{ MODEL_LARGE, 1122ull*MB },
{ MODEL_TINY, 30ull*MB },
{ MODEL_BASE, 54ull*MB },
{ MODEL_SMALL, 170ull*MB },
{ MODEL_MEDIUM, 516ull*MB },
{ MODEL_LARGE, 1034ull*MB },
},
},
{ GGML_TYPE_Q5_1,
{
{ MODEL_TINY, 31ull*MB },
{ MODEL_BASE, 57ull*MB },
{ MODEL_SMALL, 181ull*MB },
{ MODEL_MEDIUM, 559ull*MB },
{ MODEL_LARGE, 1122ull*MB },
{ MODEL_TINY, 32ull*MB },
{ MODEL_BASE, 58ull*MB },
{ MODEL_SMALL, 182ull*MB },
{ MODEL_MEDIUM, 562ull*MB },
{ MODEL_LARGE, 1124ull*MB },
},
},
{ GGML_TYPE_Q8_0,
{
{ MODEL_TINY, 45ull*MB },
{ MODEL_BASE, 84ull*MB },
{ MODEL_SMALL, 268ull*MB },
{ MODEL_MEDIUM, 834ull*MB },
{ MODEL_LARGE, 1674ull*MB },
},
},
};