enne2/qwentts.cpp
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Pascal
2026-07-20 20:36:48 +02:00
parent 521503f50b
commit ba4c7f7838
12 changed files with 327 additions and 259 deletions
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tests/clone-CPU-Q4_K_M.log
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@@ -1,4 +1,4 @@
[Qwen] qwentts.cpp 53c84fe (2026-07-20)
[Qwen] qwentts.cpp 521503f (2026-07-20)
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/git/qwentts.cpp/build/libggml-cuda.so
@@ -33,7 +33,7 @@ load_backend: loaded CPU backend from /mnt/workspace/git/qwentts.cpp/build/libgg
[Audio-Resample] Done: 380672 -> 414337 samples
[WeightCtx] Loaded 76 tensors, 34.9 MB into backend
[SpeakerEncoder] Loaded: enc_dim=2048 sr=24000 mel_dim=128 hidden=512 mfa=1536 asp_attn=128 se=128 scale=8
[Pipeline] Speaker encoder lazy loaded in 3 ms
[Pipeline] Speaker encoder lazy loaded in 4 ms
[Debug] mel-spk: [1618, 128] first4: -6.330339 -6.170074 -6.011195 -6.243161
[Debug] mel-hann: [1024] first4: 0.000000 0.000009 0.000038 0.000085
[Debug] mel-basis: [128, 513] first4: 0.000000 0.033550 0.008569 0.000000
@@ -76,7 +76,7 @@ load_backend: loaded CPU backend from /mnt/workspace/git/qwentts.cpp/build/libgg
[Debug] talker-hidden-prefill-l27: [225, 2048] first4: 4.580647 -33.465454 -6.676281 23.526917
[Debug] talker-hidden-prefill-final: [225, 2048] first4: 0.155397 -1.185542 -0.210456 0.727513
[Debug] talker-logits-prefill: [3072] first4: -0.397744 -4.641821 -7.453447 -10.679588
[Batch] Admit slot=0 T_ctx=225 prefill=429.9 ms build=2.9 ms (stall for 0 active slots)
[Batch] Admit slot=0 T_ctx=225 prefill=414.6 ms build=3.4 ms (stall for 0 active slots)
[Sample] step=0 c0=27 u=-1.0000000000 subseq=0
[Debug] codes-step0: [16] first4: 27.000000 1408.000000 1824.000000 417.000000
[Debug] next-emb-step0: [2048] first4: 0.035528 0.008631 -0.031989 0.034729
@@ -93,14 +93,14 @@ load_backend: loaded CPU backend from /mnt/workspace/git/qwentts.cpp/build/libgg
[Pipeline] Generation done : 64 frames
[Debug] codes-full: [64, 16] first4: 27.000000 1408.000000 1824.000000 417.000000
[Debug] output-audio: [122880] first4: -0.000160 -0.000284 -0.001051 -0.000894
[Perf] PromptBuild 2.9 ms
[Perf] Prefill 429.9 ms (T_ctx prefill)
[Perf] TTFA 1546.8 ms (first frame codes)
[Perf] TalkerDecode 1013.1 ms (64 frames, 15.83 ms/frame)
[Perf] CodePredictor 404.5 ms (6.32 ms/frame)
[Perf] PromptBuild 3.4 ms
[Perf] Prefill 414.6 ms (T_ctx prefill)
[Perf] TTFA 1527.6 ms (first frame codes)
[Perf] TalkerDecode 950.0 ms (64 frames, 14.84 ms/frame)
[Perf] CodePredictor 362.7 ms (5.67 ms/frame)
[Perf] HostCompose 0.1 ms (c0 sample + next emb)
[Perf] CodecDecode 980.9 ms
[Perf] Total 3938.8 ms (64 frames, 22.15 ms/frame AR, audio 5.12 s, RTF 0.769)
[Perf] CodecDecode 972.2 ms
[Perf] Total 3806.5 ms (64 frames, 20.51 ms/frame AR, audio 5.12 s, RTF 0.743)
[WAV] Wrote cpp/clone/clone-cpp.wav: 122880 samples, 24000 Hz, mono S16
[Pipeline] Wrote 122880 samples (5.12 s) -> cpp/clone/clone-cpp.wav
[Input] Prompt: 100 chars: qwentts.cpp is a minimal C++17 and GGML port of Qwen3-TTS fo...