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-CUDA0-BF16.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
@@ -41,15 +41,15 @@ load_backend: loaded CPU backend from /mnt/workspace/qwentts.cpp/build/libggml-c
[Prompt] Built: 38 ids, N_text=30, N_instruct=0, T_ctx=40, hidden=2048, lang=english (id=2050), speaker=none (id=-1) ref_spk_emb=no icl=no
[Debug] prompt-ids: [38] first4: 151644.000000 77091.000000 198.000000 80.000000
[Debug] talker-input-embed: [40, 2048] first4: 0.022162 -0.009036 0.008171 -0.020198
[Debug] trailing-text-hidden: [1, 2048] first4: -0.005331 0.008751 -0.004225 0.001141
[Debug] tts-pad-embed: [2048] first4: -0.005331 0.008751 -0.004225 0.001141
[Debug] trailing-text-hidden: [1, 2048] first4: -0.005340 0.008744 -0.004225 0.001144
[Debug] tts-pad-embed: [2048] first4: -0.005340 0.008744 -0.004225 0.001144
[Debug] talker-hidden-prefill-l0: [40, 2048] first4: -0.461236 -0.069888 0.015923 -0.039241
[Debug] talker-hidden-prefill-l7: [40, 2048] first4: -1.533986 -0.008603 0.339766 1.792114
[Debug] talker-hidden-prefill-l14: [40, 2048] first4: -1.305678 0.188296 0.441046 1.758339
[Debug] talker-hidden-prefill-l21: [40, 2048] first4: -0.780654 0.169639 0.792474 1.128628
[Debug] talker-hidden-prefill-l27: [40, 2048] first4: 7.084507 -34.619846 -7.127215 28.750408
[Debug] talker-hidden-prefill-final: [40, 2048] first4: 0.240913 -1.229361 -0.225207 0.891156
[Debug] talker-logits-prefill: [3072] first4: -4.125000 -6.406250 -1.015625 -3.218750
[Debug] talker-logits-prefill: [3072] first4: -4.250000 -6.406250 -1.007812 -3.234375
[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
@@ -67,8 +67,8 @@ load_backend: loaded CPU backend from /mnt/workspace/qwentts.cpp/build/libggml-c
[Sample-CP] g=13 c=812 u=-1.0000000000 subseq=14
[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: 1.721820 -2.524883 6.806560 0.705144
[Debug] next-emb-step0: [2048] first4: -0.042920 -0.033721 -0.000281 0.188979
[Debug] talker-hidden-step1: [2048] first4: 1.708929 -2.531821 6.804987 0.731748
[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: 0.000016 0.000020 0.000016 0.000017
[Perf] PromptBuild 68.3 ms
[Perf] Prefill 10.7 ms (T_ctx prefill)
[Perf] TTFA 93.8 ms (first frame codes)
[Perf] TalkerDecode 237.2 ms (64 frames, 3.71 ms/frame)
[Perf] CodePredictor 466.0 ms (7.28 ms/frame)
[Perf] PromptBuild 43.5 ms
[Perf] Prefill 10.6 ms (T_ctx prefill)
[Perf] TTFA 76.9 ms (first frame codes)
[Perf] TalkerDecode 234.4 ms (64 frames, 3.66 ms/frame)
[Perf] CodePredictor 466.1 ms (7.28 ms/frame)
[Perf] HostCompose 1.0 ms (c0 sample + next emb)
[Perf] CodecDecode 57.7 ms
[Perf] Total 841.8 ms (64 frames, 11.00 ms/frame AR, audio 5.12 s, RTF 0.164)
[Perf] CodecDecode 50.1 ms
[Perf] Total 815.3 ms (64 frames, 10.96 ms/frame AR, audio 5.12 s, RTF 0.159)
[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-BF16.gguf --codec ../models/qwen-tokenizer-12hz-BF16.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: 0.999999 max: 8.5838e-04 mean: 3.6599e-05
[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: 3.7647e-02 mean: 2.7122e-04
[Cossim] L7 cos: 0.999995 max: 3.0321e+01 mean: 3.1394e-03
[Cossim] L14 cos: 0.999995 max: 3.0344e+01 mean: 5.0846e-03
[Cossim] L21 cos: 0.999995 max: 3.0316e+01 mean: 1.4271e-02
[Cossim] L27 cos: 0.999987 max: 3.3273e+01 mean: 8.4683e-02
[Cossim] Final cos: 0.999979 max: 6.6579e-01 mean: 5.2791e-03
[Cossim] Logits cos: 0.999960 max: 1.6273e-01 mean: 2.5387e-02
[Cossim] NextEmbStep0 cos: 1.000000 max: 1.0431e-06 mean: 9.3270e-09
[Cossim] TalkerHiddenStep1 cos: 0.999969 max: 9.8572e-02 mean: 1.4726e-02
[Cossim] Embed cos: 0.999999 max: 8.5838e-04 mean: 3.7402e-05
[Cossim] TrailingText cos: 1.000000 max: 3.5107e-05 mean: 2.5004e-06
[Cossim] TTSPadEmbed cos: 1.000000 max: 3.5107e-05 mean: 2.5004e-06
[Cossim] L0 cos: 0.999998 max: 3.7647e-02 mean: 2.7735e-04
[Cossim] L7 cos: 0.999995 max: 3.0321e+01 mean: 3.1378e-03
[Cossim] L14 cos: 0.999995 max: 3.0344e+01 mean: 5.0542e-03
[Cossim] L21 cos: 0.999995 max: 3.0316e+01 mean: 1.4086e-02
[Cossim] L27 cos: 0.999988 max: 3.3273e+01 mean: 8.2636e-02
[Cossim] Final cos: 0.999982 max: 5.2690e-01 mean: 5.0537e-03
[Cossim] Logits cos: 0.999992 max: 8.7725e-02 mean: 1.3164e-02
[Cossim] NextEmbStep0 cos: 1.000000 max: 3.5107e-05 mean: 2.5004e-06
[Cossim] TalkerHiddenStep1 cos: 0.999989 max: 5.4794e-02 mean: 9.0177e-03
[Cossim] CodesFull exact: 100.00% (1008 values)
[Cossim] Audio cos: 0.981072
[Cossim] WAV stft_cos: 0.988772 samples: 120960