enne2/qwentts.cpp
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Pascal
2026-05-31 17:49:31 +02:00
parent 08b79d1209
commit 8aba0f012a
32 changed files with 1010 additions and 1010 deletions
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tests/base-Vulkan0-F32.log
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@@ -1,4 +1,4 @@
[Qwen] qwentts.cpp 5442c2f (2026-05-31)
[Qwen] qwentts.cpp 199a658 (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
@@ -49,7 +49,7 @@ load_backend: loaded CPU backend from /mnt/workspace/qwentts.cpp/build/libggml-c
[Debug] talker-hidden-prefill-l21: [40, 2048] first4: -0.774088 0.167485 0.802750 1.108127
[Debug] talker-hidden-prefill-l27: [40, 2048] first4: 7.069299 -34.571785 -7.075340 28.513025
[Debug] talker-hidden-prefill-final: [40, 2048] first4: 0.240926 -1.230360 -0.224060 0.885746
[Debug] talker-logits-prefill: [3072] first4: -4.292969 -6.421875 -0.983398 -3.244141
[Debug] talker-logits-prefill: [3072] first4: -4.261719 -6.421875 -0.998535 -3.265625
[Sample] step=0 c0=1995 u=-1.0000000000 subseq=0
[Sample-CP] g=0 c=1159 u=-1.0000000000 subseq=1
[Sample-CP] g=1 c=355 u=-1.0000000000 subseq=2
@@ -68,7 +68,7 @@ load_backend: loaded CPU backend from /mnt/workspace/qwentts.cpp/build/libggml-c
[Sample-CP] g=14 c=901 u=-1.0000000000 subseq=15
[Debug] codes-step0: [16] first4: 1995.000000 1159.000000 355.000000 22.000000
[Debug] next-emb-step0: [2048] first4: -0.042911 -0.033715 -0.000281 0.188977
[Debug] talker-hidden-step1: [2048] first4: 1.662532 -2.524928 6.775098 0.748009
[Debug] talker-hidden-step1: [2048] first4: 1.653934 -2.523602 6.765848 0.756879
[Sample] step=1 c0=215 u=-1.0000000000 subseq=16
[Sample-CP] g=0 c=1722 u=-1.0000000000 subseq=17
[Sample-CP] g=1 c=355 u=-1.0000000000 subseq=18
@@ -96,14 +96,14 @@ 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 1159.000000 355.000000 22.000000
[Debug] output-audio: [122880] first4: 0.000015 0.000018 0.000016 0.000016
[Perf] PromptBuild 367.4 ms
[Perf] Prefill 1674.3 ms (T_ctx prefill)
[Perf] TTFA 2423.4 ms (first frame codes)
[Perf] TalkerDecode 517.6 ms (64 frames, 8.09 ms/frame)
[Perf] CodePredictor 890.9 ms (13.92 ms/frame)
[Perf] PromptBuild 2.4 ms
[Perf] Prefill 15.6 ms (T_ctx prefill)
[Perf] TTFA 27.4 ms (first frame codes)
[Perf] TalkerDecode 337.2 ms (64 frames, 5.27 ms/frame)
[Perf] CodePredictor 509.8 ms (7.96 ms/frame)
[Perf] HostCompose 1.1 ms (c0 sample + next emb)
[Perf] CodecDecode 3328.1 ms
[Perf] Total 6780.2 ms (64 frames, 22.02 ms/frame AR, audio 5.12 s, RTF 1.324)
[Perf] CodecDecode 29.0 ms
[Perf] Total 895.9 ms (64 frames, 13.25 ms/frame AR, audio 5.12 s, RTF 0.175)
[WAV] Wrote cpp/base/base-cpp.wav: 122880 samples, 24000 Hz, mono S16
[Pipeline] Wrote 122880 samples (5.12 s) -> cpp/base/base-cpp.wav
[Input] Prompt: 100 chars: qwentts.cpp is a minimal C++17 and GGML port of Qwen3-TTS fo...
@@ -117,18 +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-base-F32.gguf --codec ../models/qwen-tokenizer-12hz-F32.gguf --seed 42 --lang english --max-new 64 --dump cpp/base -o cpp/base/base-cpp.wav --greedy
[GGML] Audio: 122880 samples 24000 Hz 5.12s -> cpp/base/base-cpp.wav
[Cossim] PromptIDs exact: 100.00% (38 values)
[Cossim] Embed cos: 1.000000 max: 1.9640e-05 mean: 1.5871e-06
[Cossim] TrailingText cos: 1.000000 max: 1.0431e-06 mean: 9.3737e-09
[Cossim] TTSPadEmbed cos: 1.000000 max: 1.0431e-06 mean: 9.3737e-09
[Cossim] L0 cos: 0.999998 max: 7.0586e-02 mean: 2.3819e-04
[Cossim] L7 cos: 0.999998 max: 1.7607e+01 mean: 2.7930e-03
[Cossim] L14 cos: 0.999998 max: 1.7615e+01 mean: 4.6633e-03
[Cossim] L21 cos: 0.999998 max: 1.7685e+01 mean: 1.2512e-02
[Cossim] L27 cos: 0.999991 max: 3.1281e+01 mean: 8.7408e-02
[Cossim] Final cos: 0.999981 max: 4.9883e-01 mean: 4.7146e-03
[Cossim] Logits cos: 0.999995 max: 6.5789e-02 mean: 1.0788e-02
[Cossim] NextEmbStep0 cos: 1.000000 max: 1.0431e-06 mean: 9.3270e-09
[Cossim] TalkerHiddenStep1 cos: 0.999993 max: 4.3604e-02 mean: 7.3641e-03
[Cossim] Embed cos: 1.000000 max: 1.9640e-05 mean: 1.5854e-06
[Cossim] TrailingText cos: 1.000000 max: 5.9605e-08 mean: 5.6559e-10
[Cossim] TTSPadEmbed cos: 1.000000 max: 5.9605e-08 mean: 5.6559e-10
[Cossim] L0 cos: 0.999998 max: 7.0586e-02 mean: 2.3743e-04
[Cossim] L7 cos: 0.999998 max: 1.7607e+01 mean: 2.7829e-03
[Cossim] L14 cos: 0.999998 max: 1.7615e+01 mean: 4.7262e-03
[Cossim] L21 cos: 0.999998 max: 1.7685e+01 mean: 1.2758e-02
[Cossim] L27 cos: 0.999991 max: 3.2247e+01 mean: 8.4651e-02
[Cossim] Final cos: 0.999981 max: 5.0322e-01 mean: 4.8350e-03
[Cossim] Logits cos: 0.999989 max: 1.1462e-01 mean: 1.3836e-02
[Cossim] NextEmbStep0 cos: 1.000000 max: 5.9605e-08 mean: 5.4979e-10
[Cossim] TalkerHiddenStep1 cos: 0.999986 max: 6.3163e-02 mean: 1.0105e-02
[Cossim] CodesFull exact: 100.00% (1008 values)
[Cossim] Audio cos: 0.981673
[Cossim] WAV stft_cos: 0.989114 samples: 120960