enne2/qwentts.cpp
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This commit is contained in:
Pascal
2026-05-31 15:41:34 +02:00
parent 5442c2f84c
commit 199a65813a
32 changed files with 450 additions and 194 deletions
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tests/tts-CUDA0-F32.log
+18 -10
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@@ -1,4 +1,4 @@
[Qwen] qwentts.cpp a62fde6 (2026-05-30)
[Qwen] qwentts.cpp 5442c2f (2026-05-31)
ggml_cuda_init: found 1 CUDA devices (Total VRAM: 97247 MiB):
Device 0: NVIDIA RTX PRO 6000 Blackwell Workstation Edition, compute capability 12.0, VMM: yes, VRAM: 97247 MiB
load_backend: loaded CUDA backend from /mnt/workspace/qwentts.cpp/build/libggml-cuda.so
@@ -94,6 +94,14 @@ load_backend: loaded CPU backend from /mnt/workspace/qwentts.cpp/build/libggml-c
[Pipeline] Generation done : 64 frames
[Debug] codes-full: [64, 16] first4: 1995.000000 1642.000000 1398.000000 1703.000000
[Debug] output-audio: [122880] first4: 0.000048 0.000056 0.000045 0.000048
[Perf] PromptBuild 37.1 ms
[Perf] Prefill 15.4 ms (T_ctx prefill)
[Perf] TTFA 63.0 ms (first frame codes)
[Perf] TalkerDecode 341.4 ms (64 frames, 5.33 ms/frame)
[Perf] CodePredictor 560.0 ms (8.75 ms/frame)
[Perf] HostCompose 1.0 ms (c0 sample + next emb)
[Perf] CodecDecode 20.6 ms
[Perf] Total 976.1 ms (64 frames, 14.10 ms/frame AR, audio 5.12 s, RTF 0.191)
[WAV] Wrote cpp/tts/tts-cpp.wav: 122880 samples, 24000 Hz, mono S16
[Pipeline] Wrote 122880 samples (5.12 s) -> cpp/tts/tts-cpp.wav
[Input] Prompt: 100 chars: qwentts.cpp is a minimal C++17 and GGML port of Qwen3-TTS fo...
@@ -109,18 +117,18 @@ load_backend: loaded CPU backend from /mnt/workspace/qwentts.cpp/build/libggml-c
[GGML] Cmd: ../build/qwen-tts --model ../models/qwen-talker-1.7b-voicedesign-F32.gguf --codec ../models/qwen-tokenizer-12hz-F32.gguf --seed 42 --instruct male, young adult, moderate pitch --lang english --max-new 64 --dump cpp/tts -o cpp/tts/tts-cpp.wav --greedy
[GGML] Audio: 122880 samples 24000 Hz 5.12s -> cpp/tts/tts-cpp.wav
[Cossim] PromptIDs exact: 100.00% (38 values)
[Cossim] Embed cos: 1.000000 max: 1.9544e-04 mean: 1.9685e-06
[Cossim] Embed cos: 1.000000 max: 1.9538e-04 mean: 1.9707e-06
[Cossim] TrailingText cos: 1.000000 max: 7.7486e-07 mean: 9.1737e-09
[Cossim] TTSPadEmbed cos: 1.000000 max: 7.7486e-07 mean: 9.1737e-09
[Cossim] L0 cos: 1.000000 max: 7.1564e-03 mean: 2.8523e-05
[Cossim] L7 cos: 1.000000 max: 1.6069e+00 mean: 2.0807e-04
[Cossim] L14 cos: 1.000000 max: 1.6074e+00 mean: 4.3788e-04
[Cossim] L21 cos: 1.000000 max: 1.6064e+00 mean: 1.2728e-03
[Cossim] L27 cos: 1.000000 max: 1.6226e+00 mean: 4.3520e-03
[Cossim] Final cos: 1.000000 max: 6.5765e-02 mean: 6.2782e-04
[Cossim] Logits cos: 1.000000 max: 9.5849e-03 mean: 9.8702e-04
[Cossim] L0 cos: 1.000000 max: 7.1602e-03 mean: 2.8518e-05
[Cossim] L7 cos: 1.000000 max: 1.6060e+00 mean: 2.0806e-04
[Cossim] L14 cos: 1.000000 max: 1.6064e+00 mean: 4.3786e-04
[Cossim] L21 cos: 1.000000 max: 1.6055e+00 mean: 1.2727e-03
[Cossim] L27 cos: 1.000000 max: 1.6216e+00 mean: 4.3521e-03
[Cossim] Final cos: 1.000000 max: 6.5773e-02 mean: 6.2780e-04
[Cossim] Logits cos: 1.000000 max: 9.5885e-03 mean: 9.8726e-04
[Cossim] NextEmbStep0 cos: 1.000000 max: 8.3447e-07 mean: 9.2106e-09
[Cossim] TalkerHiddenStep1 cos: 1.000000 max: 9.1391e-03 mean: 1.8985e-03
[Cossim] TalkerHiddenStep1 cos: 1.000000 max: 9.1410e-03 mean: 1.8990e-03
[Cossim] CodesFull exact: 21.73% (1008 values)
[Cossim] Audio cos: 0.367625
[Cossim] WAV stft_cos: 0.640372 samples: 120960