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add prompt audio cache

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yuekaiz
2025-09-05 13:54:39 +08:00
parent 86e7c2d731
commit 6971536358
7 changed files with 112 additions and 53 deletions
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runtime/triton_trtllm/README.md
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@@ -77,16 +77,19 @@ The following results were obtained by decoding on a single L20 GPU with 26 prom
**Streaming TTS (First Chunk Latency)**
| Mode | Concurrency | Avg Latency (ms) | P50 Latency (ms) | RTF |
|---|---|---|---|---|
| Streaming, Decoupled=True | 1 | 220.43 | 218.07 | 0.1237 |
| Streaming, Decoupled=True | 2 | 476.97 | 369.25 | 0.1022 |
| Streaming, Decoupled=True | 4 | 1107.34 | 1243.75| 0.0922 |
| Streaming, use_spk2info_cache=False | 1 | 220.43 | 218.07 | 0.1237 |
| Streaming, use_spk2info_cache=False | 2 | 476.97 | 369.25 | 0.1022 |
| Streaming, use_spk2info_cache=False | 4 | 1107.34 | 1243.75| 0.0922 |
| Streaming, use_spk2info_cache=True | 1 | 189.88 | 184.81 | 0.1155 |
| Streaming, use_spk2info_cache=True | 2 | 323.04 | 316.83 | 0.0905 |
| Streaming, use_spk2info_cache=True | 4 | 977.68 | 903.68| 0.0733 |
**Offline TTS (Full Sentence Latency)**
| Mode | Note | Concurrency | Avg Latency (ms) | P50 Latency (ms) | RTF |
|---|---|---|---|---|---|
| Offline, Decoupled=False | [Commit](https://github.com/yuekaizhang/CosyVoice/commit/b44f12110224cb11c03aee4084b1597e7b9331cb) | 1 | 758.04 | 615.79 | 0.0891 |
| Offline, Decoupled=False | [Commit](https://github.com/yuekaizhang/CosyVoice/commit/b44f12110224cb11c03aee4084b1597e7b9331cb) | 2 | 1025.93 | 901.68 | 0.0657 |
| Offline, Decoupled=False | [Commit](https://github.com/yuekaizhang/CosyVoice/commit/b44f12110224cb11c03aee4084b1597e7b9331cb) | 4 | 1914.13 | 1783.58 | 0.0610 |
| Offline, Decoupled=False, use_spk2info_cache=False | [Commit](https://github.com/yuekaizhang/CosyVoice/commit/b44f12110224cb11c03aee4084b1597e7b9331cb) | 1 | 758.04 | 615.79 | 0.0891 |
| Offline, Decoupled=False, use_spk2info_cache=False | [Commit](https://github.com/yuekaizhang/CosyVoice/commit/b44f12110224cb11c03aee4084b1597e7b9331cb) | 2 | 1025.93 | 901.68 | 0.0657 |
| Offline, Decoupled=False, use_spk2info_cache=False | [Commit](https://github.com/yuekaizhang/CosyVoice/commit/b44f12110224cb11c03aee4084b1597e7b9331cb) | 4 | 1914.13 | 1783.58 | 0.0610 |
### OpenAI-Compatible Server