enne2/qwentts.cpp
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Pascal
2026-07-20 19:27:39 +02:00
parent 53c84fe1be
commit 877d8e1389
12 changed files with 441 additions and 967 deletions
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tests/clone-Vulkan0-BF16.log
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@@ -1,9 +1,9 @@
[Qwen] qwentts.cpp bcac463 (2026-07-05)
[Qwen] qwentts.cpp 53c84fe (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
ggml_vulkan: Found 1 Vulkan devices:
ggml_vulkan: 0 = NVIDIA RTX PRO 6000 Blackwell Workstation Edition (NVIDIA) | uma: 0 | fp16: 1 | bf16: 0 | warp size: 32 | shared memory: 49152 | int dot: 1 | matrix cores: NV_coopmat2
ggml_vulkan: 0 = NVIDIA RTX PRO 6000 Blackwell Workstation Edition (NVIDIA) | uma: 0 | fp16: 1 | bf16: 0 | fp4: 0 | warp size: 32 | shared memory: 49152 | int dot: 1 | matrix cores: NV_coopmat2
load_backend: loaded Vulkan backend from /mnt/workspace/git/qwentts.cpp/build/libggml-vulkan.so
load_backend: loaded CPU backend from /mnt/workspace/git/qwentts.cpp/build/libggml-cpu-zen4.so
[Load] Talker backend: Vulkan0 (CPU threads: 16)
@@ -23,9 +23,9 @@ load_backend: loaded CPU backend from /mnt/workspace/git/qwentts.cpp/build/libgg
[DAC] Loaded: 4 blocks (strides 8/5/4/3), 24 kHz mono out, weights 142.9 MB
[WeightCtx] Loaded 2 tensors, 3.0 MB into backend
[Pipeline] Ready: hop 1920 samples @ 24000 Hz mono, 16 codebooks @ 12.5 Hz
[KVCache] Allocated: 28 layers, 8 KV heads, head_dim 128, max_seq_len 4096 -> 896 MB
[KVCache] Allocated: 5 layers, 8 KV heads, head_dim 128, max_seq_len 16 -> 0 MB
[Pipeline] Loaded: arch=1b7 variant=base tokenizer=qwen3_tts_tokenizer_12hz codebooks=16 speaker_encoder=deferred speakers=0 fa=on clamp_fp16=off
[KVCache] Allocated: 28 layers, 8 KV heads, head_dim 128, max_seq_len 4096, 1 sets -> 896 MB
[KVCache] Allocated: 5 layers, 8 KV heads, head_dim 128, max_seq_len 16, 1 sets -> 0 MB
[Pipeline] Loaded: arch=1b7 variant=base tokenizer=qwen3_tts_tokenizer_12hz codebooks=16 speaker_encoder=deferred speakers=0 fa=on clamp_fp16=off max_batch=1
[BPE] Loaded from GGUF: 151676 vocab, 151291 merges, eos_id=151643
[BPE] Registered 5 arch special tokens (total specials=6)
[WAV] Read buffer: 380672 samples, 22050 Hz, 1 ch, 16 bit
@@ -51,7 +51,7 @@ load_backend: loaded CPU backend from /mnt/workspace/git/qwentts.cpp/build/libgg
[EncDownsample] Loaded: k=4 stride=2, 512 -> 512 channels, weights 2.0 MB
[WeightCtx] Loaded 20 tensors, 34.0 MB into backend
[EncQuantizer] Loaded: 16 codebooks (1 semantic + 15 acoustic), 2048 entries x 256 dim, hidden 512, weights 34.0 MB
[Pipeline] Codec encoder lazy loaded in 45 ms
[Pipeline] Codec encoder lazy loaded in 46 ms
[Debug] audio-input: [412800] first4: -0.000546 -0.001162 -0.000871 0.000340
[Debug] seanet-out: [430, 512] first4: -0.110593 13.765666 -0.317055 2.981106
[Debug] enc-transformer-out: [430, 512] first4: 0.536260 3.195749 -0.156796 0.610111
@@ -76,62 +76,51 @@ load_backend: loaded CPU backend from /mnt/workspace/git/qwentts.cpp/build/libgg
[Debug] talker-hidden-prefill-l27: [225, 2048] first4: 7.051195 -34.399265 -7.070650 28.631254
[Debug] talker-hidden-prefill-final: [225, 2048] first4: 0.239991 -1.222603 -0.223616 0.888243
[Debug] talker-logits-prefill: [3072] first4: 0.882721 -7.881639 -6.796915 -10.414125
[Batch] Admit slot=0 T_ctx=225 prefill=32.2 ms build=2.1 ms (stall for 0 active slots)
[Sample] step=0 c0=27 u=-1.0000000000 subseq=0
[Sample-CP] g=0 c=1408 u=-1.0000000000 subseq=1
[Sample-CP] g=1 c=1824 u=-1.0000000000 subseq=2
[Sample-CP] g=2 c=400 u=-1.0000000000 subseq=3
[Sample-CP] g=3 c=240 u=-1.0000000000 subseq=4
[Sample-CP] g=4 c=2010 u=-1.0000000000 subseq=5
[Sample-CP] g=5 c=196 u=-1.0000000000 subseq=6
[Sample-CP] g=6 c=1984 u=-1.0000000000 subseq=7
[Sample-CP] g=7 c=816 u=-1.0000000000 subseq=8
[Sample-CP] g=8 c=1625 u=-1.0000000000 subseq=9
[Sample-CP] g=9 c=288 u=-1.0000000000 subseq=10
[Sample-CP] g=10 c=277 u=-1.0000000000 subseq=11
[Sample-CP] g=11 c=577 u=-1.0000000000 subseq=12
[Sample-CP] g=12 c=429 u=-1.0000000000 subseq=13
[Sample-CP] g=13 c=127 u=-1.0000000000 subseq=14
[Sample-CP] g=14 c=348 u=-1.0000000000 subseq=15
[Debug] codes-step0: [16] first4: 27.000000 1408.000000 1824.000000 400.000000
[Debug] next-emb-step0: [2048] first4: -0.008599 -0.015697 0.093591 0.086640
[Debug] talker-hidden-step1: [2048] first4: 0.466706 2.304709 -0.154099 0.228768
[Sample] step=1 c0=1902 u=-1.0000000000 subseq=16
[Sample-CP] g=0 c=1924 u=-1.0000000000 subseq=17
[Sample-CP] g=1 c=2025 u=-1.0000000000 subseq=18
[Sample-CP] g=2 c=324 u=-1.0000000000 subseq=19
[Sample-CP] g=3 c=1210 u=-1.0000000000 subseq=20
[Sample-CP] g=4 c=985 u=-1.0000000000 subseq=21
[Sample-CP] g=5 c=506 u=-1.0000000000 subseq=22
[Sample-CP] g=6 c=329 u=-1.0000000000 subseq=23
[Sample-CP] g=7 c=564 u=-1.0000000000 subseq=24
[Sample-CP] g=8 c=1004 u=-1.0000000000 subseq=25
[Sample-CP] g=9 c=1702 u=-1.0000000000 subseq=26
[Sample-CP] g=10 c=437 u=-1.0000000000 subseq=27
[Sample-CP] g=11 c=729 u=-1.0000000000 subseq=28
[Sample-CP] g=12 c=1484 u=-1.0000000000 subseq=29
[Sample-CP] g=13 c=85 u=-1.0000000000 subseq=30
[Sample-CP] g=14 c=1978 u=-1.0000000000 subseq=31
[Pipeline] Generated 8 frames
[Pipeline] Generated 16 frames
[Pipeline] Generated 24 frames
[Pipeline] Generated 32 frames
[Pipeline] Generated 40 frames
[Pipeline] Generated 48 frames
[Pipeline] Generated 56 frames
[Pipeline] Generated 64 frames
[Pipeline] Generation done : 64 frames
[Debug] codes-full: [64, 16] first4: 27.000000 1408.000000 1824.000000 400.000000
[Debug] output-audio: [122880] first4: 0.000515 0.000357 -0.000915 -0.000575
[Perf] PromptBuild 2.0 ms
[Perf] Prefill 31.7 ms (T_ctx prefill)
[Perf] TTFA 41.7 ms (first frame codes)
[Perf] TalkerDecode 248.0 ms (64 frames, 3.88 ms/frame)
[Perf] CodePredictor 415.5 ms (6.49 ms/frame)
[Perf] HostCompose 0.2 ms (c0 sample + next emb)
[Perf] CodecDecode 30.8 ms
[Perf] Total 729.2 ms (64 frames, 10.37 ms/frame AR, audio 5.12 s, RTF 0.142)
[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
/mnt/workspace/git/qwentts.cpp/ggml/src/ggml-vulkan/ggml-vulkan.cpp:11497: GGML_ASSERT(dst->op != GGML_OP_GET_ROWS || (a_offset == 0 && b_offset == 0 && d_offset == 0)) failed
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[Thread debugging using libthread_db enabled]
Using host libthread_db library "/lib/x86_64-linux-gnu/libthread_db.so.1".
0x00007f5e576799ee in ?? () from /lib/x86_64-linux-gnu/libc.so.6
#0 0x00007f5e576799ee in ?? () from /lib/x86_64-linux-gnu/libc.so.6
#1 0x00007f5e5766e668 in ?? () from /lib/x86_64-linux-gnu/libc.so.6
#2 0x00007f5e5766e6ad in ?? () from /lib/x86_64-linux-gnu/libc.so.6
#3 0x00007f5e576d97c7 in wait4 () from /lib/x86_64-linux-gnu/libc.so.6
#4 0x00007f5e57b89a93 in ggml_print_backtrace () from /mnt/workspace/git/qwentts.cpp/build/libggml-base.so.0
#5 0x00007f5e57b89bfe in ggml_abort () from /mnt/workspace/git/qwentts.cpp/build/libggml-base.so.0
#6 0x00007f5c0e2d4bf1 in void init_pushconst_tensor_offsets<vk_op_binary_push_constants>(ggml_backend_vk_context*, vk_op_binary_push_constants&, ggml_tensor const*, ggml_tensor const*, ggml_tensor const*, ggml_tensor const*, ggml_tensor*) () from /mnt/workspace/git/qwentts.cpp/build/libggml-vulkan.so
#7 0x00007f5c0e449201 in void ggml_vk_op_f32<vk_op_binary_push_constants>(ggml_backend_vk_context*, std::shared_ptr<vk_context_struct>&, ggml_tensor const*, ggml_tensor const*, ggml_tensor const*, ggml_tensor const*, ggml_tensor*, ggml_op, vk_op_binary_push_constants&&) [clone .constprop.0] () from /mnt/workspace/git/qwentts.cpp/build/libggml-vulkan.so
#8 0x00007f5c0e464f48 in ggml_vk_build_graph(ggml_backend_vk_context*, ggml_cgraph*, int, ggml_tensor*, int, bool, bool, bool) [clone .isra.0] () from /mnt/workspace/git/qwentts.cpp/build/libggml-vulkan.so
#9 0x00007f5c0e4679bc in ggml_backend_vk_graph_compute(ggml_backend*, ggml_cgraph*) () from /mnt/workspace/git/qwentts.cpp/build/libggml-vulkan.so
#10 0x00007f5e57ba196e in ggml_backend_graph_compute () from /mnt/workspace/git/qwentts.cpp/build/libggml-base.so.0
#11 0x000055bbb3e94365 in tts_engine_step(TtsEngine*, std::vector<TtsJob*, std::allocator<TtsJob*> >*) ()
#12 0x000055bbb3ea166a in pipeline_tts_synthesize(PipelineTTS*, BPETokenizer*, qt_tts_params const*, long, qt_audio*) ()
#13 0x000055bbb3e7db80 in qt_synthesize ()
#14 0x000055bbb3e74cdd in run(Args const&) ()
#15 0x000055bbb3e72a83 in main ()
[Inferior 1 (process 121412) detached]
[Input] Prompt: 100 chars: qwentts.cpp is a minimal C++17 and GGML port of Qwen3-TTS fo...
[Input] RefAudio: ../examples/freeman.wav
[Input] RefText: 213 chars: If you go into different cultures, they have different conce...
@@ -147,38 +136,3 @@ load_backend: loaded CPU backend from /mnt/workspace/git/qwentts.cpp/build/libgg
[Python] Audio: 120960 samples 24000 Hz 5.04s -> python/clone/clone-python.wav
[Quant] BF16 -> ../models/qwen-talker-1.7b-base-BF16.gguf + ../models/qwen-tokenizer-12hz-BF16.gguf
[GGML] Cmd: ../build/qwen-tts --model ../models/qwen-talker-1.7b-base-BF16.gguf --codec ../models/qwen-tokenizer-12hz-BF16.gguf --seed 42 --ref-wav ../examples/freeman.wav --ref-text ../examples/freeman.txt --lang english --max-new 64 --dump cpp/clone -o cpp/clone/clone-cpp.wav --greedy
[GGML] Audio: 122880 samples 24000 Hz 5.12s -> cpp/clone/clone-cpp.wav
[Cossim] PromptIDs exact: 100.00% (38 values)
[Cossim] RefCodes exact: 76.83% (3440 values)
[Cossim] Embed cos: 0.962709 max: 1.9437e-01 mean: 1.0689e-02
[Cossim] TrailingText cos: 1.000000 max: 2.9802e-08 mean: 5.4933e-10
[Cossim] TTSPadEmbed cos: 1.000000 max: 2.9802e-08 mean: 5.4933e-10
[Cossim] L0 cos: 0.983221 max: 7.7030e-01 mean: 1.3992e-02
[Cossim] L7 cos: 0.999989 max: 1.2885e+01 mean: 3.3235e-02
[Cossim] L14 cos: 0.999964 max: 1.2887e+01 mean: 7.1843e-02
[Cossim] L21 cos: 0.999531 max: 1.6955e+01 mean: 2.8087e-01
[Cossim] L27 cos: 0.998209 max: 4.0700e+01 mean: 6.4207e-01
[Cossim] Final cos: 0.990658 max: 1.5838e+01 mean: 2.0917e-01
[Cossim] Logits cos: 0.999301 max: 1.1222e+00 mean: 1.3438e-01
[Cossim] NextEmbStep0 cos: 0.818255 max: 1.4225e-01 mean: 3.0455e-02
[Cossim] TalkerHiddenStep1 cos: 0.993880 max: 1.7297e+00 mean: 2.3463e-01
[Cossim] MelHann cos: 1.000000 max: 1.7881e-07 mean: 3.2043e-08
[Cossim] MelBasis cos: 1.000000 max: 1.7881e-07 mean: 3.9379e-10
[Cossim] MelMag cos: 1.000000 max: 3.1307e-05 mean: 5.6396e-07
[Cossim] MelSpk cos: 1.000000 max: 2.5492e-03 mean: 9.3754e-06
[Cossim] SeanetInit cos: 1.000000 max: 9.1669e-04 mean: 1.6221e-05
[Cossim] SeanetResnet0 cos: 0.999961 max: 2.1108e-03 mean: 1.6910e-04
[Cossim] SeanetStage0 cos: 0.999983 max: 4.4128e-02 mean: 7.5091e-04
[Cossim] SeanetStage1 cos: 0.999862 max: 7.2962e-01 mean: 5.2996e-03
[Cossim] SeanetStage3 cos: 0.999994 max: 2.1304e+00 mean: 4.7641e-02
[Cossim] SeanetOut cos: 0.999953 max: 3.4988e-01 mean: 2.0273e-02
[Cossim] EncTransformer cos: 0.999963 max: 8.5211e-01 mean: 1.0424e-02
[Cossim] CodecPreFSQ cos: 0.999962 max: 4.6668e-01 mean: 2.2088e-02
[Cossim] SpkFrontend cos: 0.999997 max: 2.5180e-02 mean: 9.4975e-04
[Cossim] SpkBlock3 cos: 0.999991 max: 1.0191e-01 mean: 4.1519e-03
[Cossim] SpkMFA cos: 0.999979 max: 7.0797e-02 mean: 1.0369e-03
[Cossim] SpkASP cos: 1.000000 max: 2.3533e-03 mean: 1.4947e-04
[Cossim] SpeakerEmb cos: 1.000000 max: 6.7258e-04 mean: 1.2809e-04
[Cossim] CodesFull exact: 2.28% (1008 values)
[Cossim] Audio cos: 0.003079
[Cossim] WAV stft_cos: 0.208123 samples: 120960