From 8c0f32da3efd9af140432e421f35f3c2324c9278 Mon Sep 17 00:00:00 2001 From: zpeng11 Date: Sun, 17 Aug 2025 17:54:57 -0400 Subject: [PATCH 01/40] feat:v2pp onnx export ready testing... --- .gitignore | 1 + .../AR/modules/patched_mha_with_cache_onnx.py | 1 + GPT_SoVITS/eres2net/kaldi.py | 369 ++++++++++++++++++ GPT_SoVITS/onnx_export.py | 44 ++- GPT_SoVITS/sv.py | 12 + requirements.txt | 1 + 6 files changed, 413 insertions(+), 15 deletions(-) diff --git a/.gitignore b/.gitignore index d280e459..473c09c3 100644 --- a/.gitignore +++ b/.gitignore @@ -193,3 +193,4 @@ cython_debug/ # PyPI configuration file .pypirc +onnx/ \ No newline at end of file diff --git a/GPT_SoVITS/AR/modules/patched_mha_with_cache_onnx.py b/GPT_SoVITS/AR/modules/patched_mha_with_cache_onnx.py index 8144c9c6..b38a3907 100644 --- a/GPT_SoVITS/AR/modules/patched_mha_with_cache_onnx.py +++ b/GPT_SoVITS/AR/modules/patched_mha_with_cache_onnx.py @@ -2,6 +2,7 @@ from torch.nn.functional import * from torch.nn.functional import ( _canonical_mask, ) +from typing import Tuple def multi_head_attention_forward_patched( diff --git a/GPT_SoVITS/eres2net/kaldi.py b/GPT_SoVITS/eres2net/kaldi.py index a80e5e6b..42565e00 100644 --- a/GPT_SoVITS/eres2net/kaldi.py +++ b/GPT_SoVITS/eres2net/kaldi.py @@ -13,6 +13,7 @@ __all__ = [ "mel_scale_scalar", "spectrogram", "fbank", + "fbank_onnx" "mfcc", "vtln_warp_freq", "vtln_warp_mel_freq", @@ -842,3 +843,371 @@ def mfcc( feature = _subtract_column_mean(feature, subtract_mean) return feature + +def _get_log_energy_onnx(strided_input: Tensor, epsilon: Tensor, energy_floor: float = 1.0) -> Tensor: + r"""Returns the log energy of size (m) for a strided_input (m,*)""" + device, dtype = strided_input.device, strided_input.dtype + log_energy = torch.max(strided_input.pow(2).sum(1), epsilon).log() # size (m) + return torch.max(log_energy, torch.tensor(0.0, device=device, dtype=dtype)) + + +def _get_waveform_and_window_properties_onnx( + waveform: Tensor, +) -> Tuple[Tensor, int, int, int]: + r"""ONNX-compatible version with hardcoded parameters from traced fbank call: + channel=-1, sample_frequency=16000, frame_shift=10.0, frame_length=25.0, + round_to_power_of_two=True, preemphasis_coefficient=0.97""" + + # Hardcoded values from traced parameters + # channel=-1 -> 0 after max(channel, 0) + channel = 0 + + # Extract channel 0 from waveform + if waveform.dim() == 1: + # Mono waveform, use as-is + waveform_selected = waveform + else: + # Multi-channel, select first channel + waveform_selected = waveform[channel, :] + + # Hardcoded calculations: + # window_shift = int(16000 * 10.0 * 0.001) = 160 + # window_size = int(16000 * 25.0 * 0.001) = 400 + # padded_window_size = _next_power_of_2(400) = 512 + window_shift = 160 + window_size = 400 + padded_window_size = 512 + + return waveform_selected, window_shift, window_size, padded_window_size + +def _get_window_onnx( + waveform: Tensor, +) -> Tuple[Tensor, Tensor]: + r"""ONNX-compatible version with hardcoded parameters from traced fbank call: + padded_window_size=512, window_size=400, window_shift=160, window_type='povey', + blackman_coeff=0.42, snip_edges=True, raw_energy=True, energy_floor=1.0, + dither=0, remove_dc_offset=True, preemphasis_coefficient=0.97 + + Returns: + (Tensor, Tensor): strided_input of size (m, 512) and signal_log_energy of size (m) + """ + device, dtype = waveform.device, waveform.dtype + epsilon = _get_epsilon(device, dtype) + + # Hardcoded values from traced parameters + window_size = 400 + window_shift = 160 + padded_window_size = 512 + snip_edges = True + + # size (m, window_size) + strided_input = _get_strided_onnx(waveform, window_size, window_shift, snip_edges) + + # dither=0, so skip dithering (lines 209-211 from original) + + # remove_dc_offset=True, so execute this branch + row_means = torch.mean(strided_input, dim=1).unsqueeze(1) # size (m, 1) + strided_input = strided_input - row_means + + # raw_energy=True, so execute this branch + signal_log_energy = _get_log_energy_onnx(strided_input, epsilon) # energy_floor=1.0 + + # preemphasis_coefficient=0.97 != 0.0, so execute this branch + offset_strided_input = torch.nn.functional.pad(strided_input.unsqueeze(0), (1, 0), mode="replicate").squeeze(0) + strided_input = strided_input - 0.97 * offset_strided_input[:, :-1] + + # Apply povey window function to each row/frame + # povey window: torch.hann_window(window_size, periodic=False).pow(0.85) + window_function = torch.hann_window(window_size, periodic=False, device=device, dtype=dtype).pow(0.85).unsqueeze(0) + strided_input = strided_input * window_function + + # Pad columns from window_size=400 to padded_window_size=512 + padding_right = padded_window_size - window_size # 112 + strided_input = torch.nn.functional.pad(strided_input.unsqueeze(0), (0, padding_right), mode="constant", value=0).squeeze(0) + + # raw_energy=True, so skip the "not raw_energy" branch (lines 244-245) + return strided_input, signal_log_energy + + +def _get_strided_onnx(waveform: Tensor, window_size = 400, window_shift = 160, snip_edges = 512) -> Tensor: + seq_len = waveform.size(0) + + # Calculate number of windows + num_windows = 1 + (seq_len - window_size) // window_shift + + # Create indices for all windows at once + window_starts = torch.arange(0, num_windows * window_shift, window_shift, device=waveform.device) + window_indices = window_starts.unsqueeze(1) + torch.arange(window_size, device=waveform.device).unsqueeze(0) + + # Extract windows using advanced indexing + windows = waveform[window_indices] # [num_windows, window_size] + + return windows + + +def _subtract_column_mean_onnx(tensor: Tensor) -> Tensor: + """ONNX-compatible version with hardcoded parameters from traced fbank call: + subtract_mean=False, so this function returns the input tensor unchanged. + + Args: + tensor: Input tensor of size (m, n) + + Returns: + Tensor: Same as input tensor (m, n) since subtract_mean=False + """ + # subtract_mean=False from traced parameters, so return tensor as-is + return tensor + + +def get_mel_banks_onnx( + device=None, + dtype=None, +) -> Tensor: + """ONNX-compatible version with hardcoded parameters from traced fbank call: + num_bins=80, window_length_padded=512, sample_freq=16000, low_freq=20.0, + high_freq=0.0, vtln_low=100.0, vtln_high=-500.0, vtln_warp_factor=1.0 + + Returns: + Tensor: melbank of size (80, 256) (num_bins, num_fft_bins) + """ + # Hardcoded values from traced parameters + num_bins = 80 + window_length_padded = 512 + sample_freq = 16000.0 + low_freq = 20.0 + high_freq = 0.0 # Will be adjusted to nyquist + vtln_warp_factor = 1.0 + + # Calculate dynamic values to ensure accuracy + num_fft_bins = window_length_padded // 2 # 256 (integer division) + nyquist = 0.5 * sample_freq # 8000.0 + + # high_freq <= 0.0, so high_freq += nyquist + if high_freq <= 0.0: + high_freq += nyquist # 8000.0 + + # fft-bin width = sample_freq / window_length_padded = 16000 / 512 = 31.25 + fft_bin_width = sample_freq / window_length_padded + + # Calculate mel scale values dynamically + mel_low_freq = mel_scale_scalar(low_freq) + mel_high_freq = mel_scale_scalar(high_freq) + + # mel_freq_delta = (mel_high_freq - mel_low_freq) / (num_bins + 1) + mel_freq_delta = (mel_high_freq - mel_low_freq) / (num_bins + 1) + + # vtln_warp_factor == 1.0, so no VTLN warping needed + + # Create mel bin centers + bin_indices = torch.arange(num_bins, device=device, dtype=dtype).unsqueeze(1) + left_mel = mel_low_freq + bin_indices * mel_freq_delta + center_mel = mel_low_freq + (bin_indices + 1.0) * mel_freq_delta + right_mel = mel_low_freq + (bin_indices + 2.0) * mel_freq_delta + + # No VTLN warping since vtln_warp_factor == 1.0 + + # Create frequency bins for FFT + fft_freqs = fft_bin_width * torch.arange(num_fft_bins, device=device, dtype=dtype) + mel = mel_scale(fft_freqs).unsqueeze(0) # size(1, num_fft_bins) + + # Calculate triangular filter banks + up_slope = (mel - left_mel) / (center_mel - left_mel) + down_slope = (right_mel - mel) / (right_mel - center_mel) + + # Since vtln_warp_factor == 1.0, use the simpler branch + bins = torch.max(torch.zeros(1, device=device, dtype=dtype), torch.min(up_slope, down_slope)) + + return bins + + +def fbank_onnx( + waveform: Tensor, num_mel_bins=80, sample_frequency=16000, dither=0 +) -> Tensor: + r"""ONNX-compatible fbank function with hardcoded parameters from traced call: + num_mel_bins=80, sample_frequency=16000, dither=0 + + All other parameters use their traced default values. + + Args: + waveform (Tensor): Tensor of audio of size (c, n) where c is in the range [0,2) + + Returns: + Tensor: A fbank identical to what Kaldi would output. The shape is (m, 80) + where m is calculated in _get_strided + """ + device, dtype = waveform.device, waveform.dtype + + # Use ONNX-compatible version of _get_waveform_and_window_properties + waveform_selected, window_shift, window_size, padded_window_size = _get_waveform_and_window_properties_onnx(waveform) + + # min_duration=0.0, so skip the duration check (signal will never be too short) + + # Use ONNX-compatible version of _get_window + strided_input, signal_log_energy = _get_window_onnx(waveform_selected) + + # spectrum = torch.fft.rfft(strided_input).abs() + + m, frame_size = strided_input.shape + + # Process all frames at once using batch processing + # Reshape to (m, 1, frame_size) to treat each frame as a separate batch item + batched_frames = strided_input.unsqueeze(1) # Shape: (m, 1, 512) + + # Create rectangular window for all frames at once + rectangular_window = torch.ones(512, device=strided_input.device, dtype=strided_input.dtype) + + # Apply STFT to all frames simultaneously + # The batch dimension allows us to process all m frames in parallel + stft_result = torch.stft( + batched_frames.flatten(0, 1), # Shape: (m, 512) - flatten batch and channel dims + n_fft=512, + hop_length=512, # Process entire frame at once + window=rectangular_window, + center=False, # Don't add padding + return_complex=False + ) + + # stft_result shape: (m, 257, 1, 2) where last dim is [real, imag] + # Calculate magnitude: sqrt(real^2 + imag^2) + real_part = stft_result[..., 0] # Shape: (m, 257, 1) + imag_part = stft_result[..., 1] # Shape: (m, 257, 1) + spectrum = torch.sqrt(real_part.pow(2) + imag_part.pow(2)).squeeze(-1) # Shape: (m, 257) + + # use_power=True, so execute this branch + spectrum = spectrum.pow(2.0) + + # Get mel filterbanks using ONNX-compatible version + mel_energies = get_mel_banks_onnx(device, dtype) + + # pad right column with zeros to match FFT output size (80, 256) -> (80, 257) + mel_energies = torch.nn.functional.pad(mel_energies, (0, 1), mode="constant", value=0) + + # sum with mel filterbanks over the power spectrum, size (m, 80) + mel_energies = torch.mm(spectrum, mel_energies.T) + + # use_log_fbank=True, so execute this branch + mel_energies = torch.max(mel_energies, _get_epsilon(device, dtype)).log() + + # use_energy=False, so skip the energy addition (lines 828-834) + + # Use ONNX-compatible version of _subtract_column_mean + mel_energies = _subtract_column_mean_onnx(mel_energies) + + return mel_energies + +# Test to compare original fbank vs fbank_onnx +if __name__ == "__main__": + import torch + + print("Testing fbank vs fbank_onnx with traced parameters...") + + # Create test waveform + torch.manual_seed(42) + sample_rate = 16000 + duration = 1.0 # 1 second + num_samples = int(sample_rate * duration) + + # Create a test waveform (sine wave + noise) + t = torch.linspace(0, duration, num_samples) + frequency = 440.0 # A4 note + waveform = torch.sin(2 * torch.pi * frequency * t) + 0.1 * torch.randn(num_samples) + + # Test with both mono and stereo inputs + mono_waveform = waveform.unsqueeze(0) # Shape: (1, num_samples) + + print(f"Test waveform shape: {mono_waveform.shape}") + + # Test parameters from trace: num_mel_bins=80, sample_frequency=16000, dither=0 + try: + print("\n=== DEBUGGING: Step-by-step comparison ===") + + # Step 1: Check waveform processing + orig_waveform, orig_window_shift, orig_window_size, orig_padded_window_size = _get_waveform_and_window_properties( + mono_waveform, -1, 16000.0, 10.0, 25.0, True, 0.97 + ) + onnx_waveform, onnx_window_shift, onnx_window_size, onnx_padded_window_size = _get_waveform_and_window_properties_onnx(mono_waveform) + + print(f"Original waveform shape: {orig_waveform.shape}") + print(f"ONNX waveform shape: {onnx_waveform.shape}") + print(f"Waveform difference: {torch.max(torch.abs(orig_waveform - onnx_waveform)).item():.2e}") + print(f"Window params - orig: shift={orig_window_shift}, size={orig_window_size}, padded={orig_padded_window_size}") + print(f"Window params - onnx: shift={onnx_window_shift}, size={onnx_window_size}, padded={onnx_padded_window_size}") + + # Step 2: Check windowing + orig_strided, orig_energy = _get_window( + orig_waveform, orig_padded_window_size, orig_window_size, orig_window_shift, + 'povey', 0.42, True, True, 1.0, 0, True, 0.97 + ) + onnx_strided, onnx_energy = _get_window_onnx(onnx_waveform) + + print(f"\nOriginal strided shape: {orig_strided.shape}") + print(f"ONNX strided shape: {onnx_strided.shape}") + print(f"Strided difference: {torch.max(torch.abs(orig_strided - onnx_strided)).item():.2e}") + print(f"Energy difference: {torch.max(torch.abs(orig_energy - onnx_energy)).item():.2e}") + + # Step 3: Check mel banks + orig_mel_banks = get_mel_banks(80, 512, 16000.0, 20.0, 0.0, 100.0, -500.0, 1.0, mono_waveform.device, mono_waveform.dtype) + onnx_mel_banks = get_mel_banks_onnx(mono_waveform.device, mono_waveform.dtype) + + print(f"\nOriginal mel banks shape: {orig_mel_banks.shape}") + print(f"ONNX mel banks shape: {onnx_mel_banks.shape}") + print(f"Mel banks difference: {torch.max(torch.abs(orig_mel_banks - onnx_mel_banks)).item():.2e}") + + # Step 4: Full comparison + print("\n=== FULL COMPARISON ===") + + # Original fbank + original_result = fbank( + mono_waveform, + num_mel_bins=80, + sample_frequency=16000, + dither=0 + ) + + # ONNX-compatible fbank + onnx_result = fbank_onnx(mono_waveform) + + print(f"Original fbank output shape: {original_result.shape}") + print(f"ONNX fbank output shape: {onnx_result.shape}") + + # Check if shapes match + if original_result.shape == onnx_result.shape: + print("✅ Output shapes match") + else: + print("❌ Output shapes don't match") + print(f" Original: {original_result.shape}") + print(f" ONNX: {onnx_result.shape}") + + # Check numerical differences + if original_result.shape == onnx_result.shape: + diff = torch.abs(original_result - onnx_result) + max_diff = torch.max(diff).item() + mean_diff = torch.mean(diff).item() + relative_diff = torch.mean(diff / (torch.abs(original_result) + 1e-8)).item() + + print(f"Max absolute difference: {max_diff:.2e}") + print(f"Mean absolute difference: {mean_diff:.2e}") + print(f"Mean relative difference: {relative_diff:.2e}") + + # Find where the max difference occurs + max_idx = torch.argmax(diff) + max_coords = torch.unravel_index(max_idx, diff.shape) + print(f"Max difference at coordinates: {max_coords}") + print(f" Original value: {original_result[max_coords].item():.6f}") + print(f" ONNX value: {onnx_result[max_coords].item():.6f}") + + # Check if results are numerically close + tolerance = 1e-5 + if max_diff < tolerance: + print(f"✅ Results are numerically identical (within {tolerance})") + else: + print(f"❌ Results {max_diff} differ by more than {tolerance}") + + # Additional statistics + print(f"Original result range: [{torch.min(original_result).item():.3f}, {torch.max(original_result).item():.3f}]") + print(f"ONNX result range: [{torch.min(onnx_result).item():.3f}, {torch.max(onnx_result).item():.3f}]") + + except Exception as e: + print(f"❌ Error during testing: {e}") + import traceback + traceback.print_exc() diff --git a/GPT_SoVITS/onnx_export.py b/GPT_SoVITS/onnx_export.py index fd680135..9f100a5c 100644 --- a/GPT_SoVITS/onnx_export.py +++ b/GPT_SoVITS/onnx_export.py @@ -4,6 +4,7 @@ from AR.models.t2s_lightning_module_onnx import Text2SemanticLightningModule from feature_extractor import cnhubert from module.models_onnx import SynthesizerTrn, symbols_v1, symbols_v2 from torch import nn +from sv import SV cnhubert_base_path = "GPT_SoVITS/pretrained_models/chinese-hubert-base" cnhubert.cnhubert_base_path = cnhubert_base_path @@ -190,14 +191,18 @@ class T2SModel(nn.Module): class VitsModel(nn.Module): - def __init__(self, vits_path): + def __init__(self, vits_path, version:str = 'v2'): super().__init__() dict_s2 = torch.load(vits_path, map_location="cpu") self.hps = dict_s2["config"] if dict_s2["weight"]["enc_p.text_embedding.weight"].shape[0] == 322: self.hps["model"]["version"] = "v1" else: - self.hps["model"]["version"] = "v2" + self.hps["model"]["version"] = version + + self.sv_model = None + if version == "v2ProPlus" or version == "v2Pro": + self.sv_model = SV("cpu", False) self.hps = DictToAttrRecursive(self.hps) self.hps.model.semantic_frame_rate = "25hz" @@ -219,6 +224,9 @@ class VitsModel(nn.Module): self.hps.data.win_length, center=False, ) + if self.sv_model is not None: + sv_emb=self.sv_model.compute_embedding3_onnx(ref_audio) + return self.vq_model(pred_semantic, text_seq, refer, sv_emb=sv_emb)[0, 0] return self.vq_model(pred_semantic, text_seq, refer)[0, 0] @@ -274,8 +282,8 @@ class SSLModel(nn.Module): return self.ssl.model(ref_audio_16k)["last_hidden_state"].transpose(1, 2) -def export(vits_path, gpt_path, project_name, vits_model="v2"): - vits = VitsModel(vits_path) +def export(vits_path, gpt_path, project_name, voice_model_version="v2"): + vits = VitsModel(vits_path, version=voice_model_version) gpt = T2SModel(gpt_path, vits) gpt_sovits = GptSoVits(vits, gpt) ssl = SSLModel() @@ -297,7 +305,7 @@ def export(vits_path, gpt_path, project_name, vits_model="v2"): "y", "e4", ], - version=vits_model, + version=voice_model_version, ) ] ) @@ -330,7 +338,7 @@ def export(vits_path, gpt_path, project_name, vits_model="v2"): "y", "e4", ], - version=vits_model, + version=voice_model_version, ) ] ) @@ -349,9 +357,8 @@ def export(vits_path, gpt_path, project_name, vits_model="v2"): ssl_content = ssl(ref_audio_16k).float() # debug = False - debug = True - - # gpt_sovits.export(ref_seq, text_seq, ref_bert, text_bert, ref_audio_sr, ssl_content, project_name) + debug = False + gpt_sovits.export(ref_seq, text_seq, ref_bert, text_bert, ref_audio_sr, ssl_content, project_name) if debug: a, b = gpt_sovits(ref_seq, text_seq, ref_bert, text_bert, ref_audio_sr, ssl_content, debug=debug) @@ -361,7 +368,7 @@ def export(vits_path, gpt_path, project_name, vits_model="v2"): a = gpt_sovits(ref_seq, text_seq, ref_bert, text_bert, ref_audio_sr, ssl_content).detach().cpu().numpy() soundfile.write("out.wav", a, vits.hps.data.sampling_rate) - if vits_model == "v1": + if voice_model_version == "v1": symbols = symbols_v1 else: symbols = symbols_v2 @@ -390,9 +397,16 @@ if __name__ == "__main__": except: pass - gpt_path = "GPT_weights/nahida-e25.ckpt" - vits_path = "SoVITS_weights/nahida_e30_s3930.pth" - exp_path = "nahida" - export(vits_path, gpt_path, exp_path) + # gpt_path = "GPT_SoVITS/pretrained_models/gsv-v2final-pretrained/s1bert25hz-5kh-longer-epoch=12-step=369668.ckpt" + # vits_path = "GPT_SoVITS/pretrained_models/gsv-v2final-pretrained/s2G2333k.pth" + # exp_path = "v2_export" + # version = "v2" + # export(vits_path, gpt_path, exp_path, version) + + gpt_path = "GPT_SoVITS/pretrained_models/gsv-v2final-pretrained/s1bert25hz-5kh-longer-epoch=12-step=369668.ckpt" + vits_path = "GPT_SoVITS/pretrained_models/v2Pro/s2Gv2ProPlus.pth" + exp_path = "v2proplus_export" + version = "v2ProPlus" + export(vits_path, gpt_path, exp_path, version) + - # soundfile.write("out.wav", a, vits.hps.data.sampling_rate) diff --git a/GPT_SoVITS/sv.py b/GPT_SoVITS/sv.py index 22e70369..50069c7e 100644 --- a/GPT_SoVITS/sv.py +++ b/GPT_SoVITS/sv.py @@ -30,3 +30,15 @@ class SV: ) sv_emb = self.embedding_model.forward3(feat) return sv_emb + + def compute_embedding3_onnx(self, wav): + # Disable gradients for all parameters + for param in self.embedding_model.parameters(): + param.requires_grad = False + + with torch.no_grad(): + if self.is_half == True: + wav = wav.half() + feat = Kaldi.fbank_onnx(wav.detach()).unsqueeze(0) + sv_emb = self.embedding_model.forward3(feat) + return sv_emb \ No newline at end of file diff --git a/requirements.txt b/requirements.txt index 90e4957d..b09d2b79 100644 --- a/requirements.txt +++ b/requirements.txt @@ -7,6 +7,7 @@ numba pytorch-lightning>=2.4 gradio<5 ffmpeg-python +onnx onnxruntime; platform_machine == "aarch64" or platform_machine == "arm64" onnxruntime-gpu; platform_machine == "x86_64" or platform_machine == "AMD64" tqdm From 610b36561a7e47d0e9bd27597c5c24702e90d3f7 Mon Sep 17 00:00:00 2001 From: zpeng11 Date: Sun, 17 Aug 2025 19:22:11 -0400 Subject: [PATCH 02/40] feat:remove debug, todo:rewrite the onnx export interface --- .../AR/modules/patched_mha_with_cache_onnx.py | 2 +- GPT_SoVITS/onnx_export.py | 25 +------------------ 2 files changed, 2 insertions(+), 25 deletions(-) diff --git a/GPT_SoVITS/AR/modules/patched_mha_with_cache_onnx.py b/GPT_SoVITS/AR/modules/patched_mha_with_cache_onnx.py index b38a3907..bd39ff6e 100644 --- a/GPT_SoVITS/AR/modules/patched_mha_with_cache_onnx.py +++ b/GPT_SoVITS/AR/modules/patched_mha_with_cache_onnx.py @@ -2,7 +2,7 @@ from torch.nn.functional import * from torch.nn.functional import ( _canonical_mask, ) -from typing import Tuple +from typing import Tuple, Optional def multi_head_attention_forward_patched( diff --git a/GPT_SoVITS/onnx_export.py b/GPT_SoVITS/onnx_export.py index 9f100a5c..661c2edd 100644 --- a/GPT_SoVITS/onnx_export.py +++ b/GPT_SoVITS/onnx_export.py @@ -236,22 +236,9 @@ class GptSoVits(nn.Module): self.vits = vits self.t2s = t2s - def forward(self, ref_seq, text_seq, ref_bert, text_bert, ref_audio, ssl_content, debug=False): + def forward(self, ref_seq, text_seq, ref_bert, text_bert, ref_audio, ssl_content): pred_semantic = self.t2s(ref_seq, text_seq, ref_bert, text_bert, ssl_content) audio = self.vits(text_seq, pred_semantic, ref_audio) - if debug: - import onnxruntime - - sess = onnxruntime.InferenceSession("onnx/koharu/koharu_vits.onnx", providers=["CPU"]) - audio1 = sess.run( - None, - { - "text_seq": text_seq.detach().cpu().numpy(), - "pred_semantic": pred_semantic.detach().cpu().numpy(), - "ref_audio": ref_audio.detach().cpu().numpy(), - }, - ) - return audio, audio1 return audio def export(self, ref_seq, text_seq, ref_bert, text_bert, ref_audio, ssl_content, project_name): @@ -356,18 +343,8 @@ def export(vits_path, gpt_path, project_name, voice_model_version="v2"): ssl_content = ssl(ref_audio_16k).float() - # debug = False - debug = False gpt_sovits.export(ref_seq, text_seq, ref_bert, text_bert, ref_audio_sr, ssl_content, project_name) - if debug: - a, b = gpt_sovits(ref_seq, text_seq, ref_bert, text_bert, ref_audio_sr, ssl_content, debug=debug) - soundfile.write("out1.wav", a.cpu().detach().numpy(), vits.hps.data.sampling_rate) - soundfile.write("out2.wav", b[0], vits.hps.data.sampling_rate) - else: - a = gpt_sovits(ref_seq, text_seq, ref_bert, text_bert, ref_audio_sr, ssl_content).detach().cpu().numpy() - soundfile.write("out.wav", a, vits.hps.data.sampling_rate) - if voice_model_version == "v1": symbols = symbols_v1 else: From 4e42a28f9c70abc77485b54c920433af1cc1188d Mon Sep 17 00:00:00 2001 From: zpeng11 Date: Mon, 18 Aug 2025 20:19:27 -0400 Subject: [PATCH 03/40] feat: v2pro and v2proplus onnx export works, todo:solve data dependencies --- .gitignore | 3 +- GPT_SoVITS/onnx_export.py | 33 +++++++++- playground/audio_prompt_hubert.npy | Bin 0 -> 419456 bytes playground/freerun.py | 102 +++++++++++++++++++++++++++++ playground/input_bert.npy | Bin 0 -> 67712 bytes playground/input_phones.npy | Bin 0 -> 392 bytes playground/output.wav | Bin 0 -> 300878 bytes playground/ref/audio.wav | Bin 0 -> 429496 bytes playground/ref_bert.npy | Bin 0 -> 80000 bytes playground/ref_phones.npy | Bin 0 -> 440 bytes 10 files changed, 134 insertions(+), 4 deletions(-) create mode 100644 playground/audio_prompt_hubert.npy create mode 100644 playground/freerun.py create mode 100644 playground/input_bert.npy create mode 100644 playground/input_phones.npy create mode 100644 playground/output.wav create mode 100644 playground/ref/audio.wav create mode 100644 playground/ref_bert.npy create mode 100644 playground/ref_phones.npy diff --git a/.gitignore b/.gitignore index 473c09c3..cefe803f 100644 --- a/.gitignore +++ b/.gitignore @@ -193,4 +193,5 @@ cython_debug/ # PyPI configuration file .pypirc -onnx/ \ No newline at end of file +onnx/ +*.onnx \ No newline at end of file diff --git a/GPT_SoVITS/onnx_export.py b/GPT_SoVITS/onnx_export.py index 661c2edd..97b56b93 100644 --- a/GPT_SoVITS/onnx_export.py +++ b/GPT_SoVITS/onnx_export.py @@ -1,4 +1,5 @@ import torch +import torch.nn.functional as F import torchaudio from AR.models.t2s_lightning_module_onnx import Text2SemanticLightningModule from feature_extractor import cnhubert @@ -39,6 +40,27 @@ def spectrogram_torch(y, n_fft, sampling_rate, hop_size, win_size, center=False) spec = torch.sqrt(spec.pow(2).sum(-1) + 1e-6) return spec +def resample_audio(audio: torch.Tensor, orig_sr: int, target_sr: int) -> torch.Tensor: + """ + Resample audio from orig_sr to target_sr using linear interpolation. + audio: (batch, channels, samples) or (channels, samples) or (samples,) + """ + if audio.dim() == 1: + audio = audio.unsqueeze(0).unsqueeze(0) + elif audio.dim() == 2: + audio = audio.unsqueeze(0) + # audio shape: (batch, channels, samples) + batch, channels, samples = audio.shape + new_samples = int(samples * target_sr / orig_sr) + audio = audio.view(batch * channels, 1, samples) + resampled = F.interpolate(audio, size=new_samples, mode='linear', align_corners=False) + resampled = resampled.view(batch, channels, new_samples) + if resampled.shape[0] == 1 and resampled.shape[1] == 1: + resampled = resampled.squeeze(0).squeeze(0) + elif resampled.shape[0] == 1: + resampled = resampled.squeeze(0) + return resampled + class DictToAttrRecursive(dict): def __init__(self, input_dict): @@ -225,7 +247,7 @@ class VitsModel(nn.Module): center=False, ) if self.sv_model is not None: - sv_emb=self.sv_model.compute_embedding3_onnx(ref_audio) + sv_emb=self.sv_model.compute_embedding3_onnx(resample_audio(ref_audio, 32000, 16000)) return self.vq_model(pred_semantic, text_seq, refer, sv_emb=sv_emb)[0, 0] return self.vq_model(pred_semantic, text_seq, refer)[0, 0] @@ -292,7 +314,7 @@ def export(vits_path, gpt_path, project_name, voice_model_version="v2"): "y", "e4", ], - version=voice_model_version, + version='v2', ) ] ) @@ -325,7 +347,7 @@ def export(vits_path, gpt_path, project_name, voice_model_version="v2"): "y", "e4", ], - version=voice_model_version, + version='v2', ) ] ) @@ -380,6 +402,11 @@ if __name__ == "__main__": # version = "v2" # export(vits_path, gpt_path, exp_path, version) + # gpt_path = "GPT_SoVITS/pretrained_models/gsv-v2final-pretrained/s1bert25hz-5kh-longer-epoch=12-step=369668.ckpt" + # vits_path = "GPT_SoVITS/pretrained_models/v2Pro/s2Gv2Pro.pth" + # exp_path = "v2pro_export" + # version = "v2Pro" + gpt_path = "GPT_SoVITS/pretrained_models/gsv-v2final-pretrained/s1bert25hz-5kh-longer-epoch=12-step=369668.ckpt" vits_path = "GPT_SoVITS/pretrained_models/v2Pro/s2Gv2ProPlus.pth" exp_path = "v2proplus_export" diff --git a/playground/audio_prompt_hubert.npy b/playground/audio_prompt_hubert.npy new file mode 100644 index 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diff --git a/playground/freerun.py b/playground/freerun.py new file mode 100644 index 00000000..6adcd8f4 --- /dev/null +++ b/playground/freerun.py @@ -0,0 +1,102 @@ +import onnxruntime as ort +import numpy as np +import onnx +from tqdm import tqdm +import torchaudio +import torch + +MODEL_PATH = "playground/v2proplus_export/v2proplus" + +def audio_postprocess( + audios, + fragment_interval: float = 0.3, +): + zero_wav = np.zeros((int(32000 * fragment_interval),)).astype(np.float32) + for i, audio in enumerate(audios): + max_audio = np.abs(audio).max() # 简单防止16bit爆音 + if max_audio > 1: + audio /= max_audio + audio = np.concatenate([audio, zero_wav], axis=0) + audios[i] = audio + + audio = np.concatenate(audios, axis=0) + + # audio = (audio * 32768).astype(np.int16) + + audio_tensor = torch.from_numpy(audio).unsqueeze(0) + + torchaudio.save('playground/output.wav', audio_tensor, 32000) + + return audio + + +input_phones = np.load("playground/input_phones.npy") +input_bert = np.load("playground/input_bert.npy").T.astype(np.float32) +ref_phones = np.load("playground/ref_phones.npy") +ref_bert = np.load("playground/ref_bert.npy").T.astype(np.float32) +audio_prompt_hubert = np.load("playground/audio_prompt_hubert.npy").astype(np.float32) + + +encoder = ort.InferenceSession(MODEL_PATH+"_export_t2s_encoder.onnx") + +outputs = encoder.run(None, { + "text_seq": input_phones, + "text_bert": input_bert, + "ref_seq": ref_phones, + "ref_bert": ref_bert, + "ssl_content": audio_prompt_hubert +}) + +print(outputs[0].shape, outputs[1].shape) + +x = outputs[0] +prompts = outputs[1] + +fsdec = ort.InferenceSession(MODEL_PATH+"_export_t2s_fsdec.onnx") +sdec = ort.InferenceSession(MODEL_PATH+"_export_t2s_sdec.onnx") + +# for i in tqdm(range(10000)): +[y, k, v, y_emb, x_example] = fsdec.run(None, { + "x": x, + "prompts": prompts +}) + +early_stop_num = -1 +prefix_len = prompts.shape[1] + +stop = False +for idx in tqdm(range(1, 1500)): + # [1, N] [N_layer, N, 1, 512] [N_layer, N, 1, 512] [1, N, 512] [1] [1, N, 512] [1, N] + [y, k, v, y_emb, logits, samples] = sdec.run(None, { + "iy": y, + "ik": k, + "iv": v, + "iy_emb": y_emb, + "ix_example": x_example + }) + if early_stop_num != -1 and (y.shape[1] - prefix_len) > early_stop_num: + stop = True + if np.argmax(logits, axis=-1)[0] == 1024 or samples[0, 0] == 1024: + stop = True + if stop: + break +y[0, -1] = 0 + + +pred_semantic = np.expand_dims(y[:, -idx:], axis=0) +# Read and resample reference audio +waveform, sample_rate = torchaudio.load("playground/ref/audio.wav") +if sample_rate != 32000: + resampler = torchaudio.transforms.Resample(orig_freq=sample_rate, new_freq=32000) + waveform = resampler(waveform) +ref_audio = waveform.numpy().astype(np.float32) +vtis = ort.InferenceSession(MODEL_PATH+"_export_vits.onnx") + +[audio] = vtis.run(None, { + "text_seq": input_phones, + "pred_semantic": pred_semantic, + "ref_audio": ref_audio +}) +print(audio.shape, audio.dtype, audio.min(), audio.max()) + 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playground/export_bert.py | 156 +++++++++++++++++++++++++++++++++ playground/export_hubert.py | 170 ++++++++++++++++++++++++++++++++++++ 3 files changed, 328 insertions(+), 1 deletion(-) create mode 100644 playground/export_bert.py create mode 100644 playground/export_hubert.py diff --git a/.gitignore b/.gitignore index cefe803f..e9721828 100644 --- a/.gitignore +++ b/.gitignore @@ -194,4 +194,5 @@ cython_debug/ # PyPI configuration file .pypirc onnx/ -*.onnx \ No newline at end of file +*.onnx +tokenizer.json \ No newline at end of file diff --git a/playground/export_bert.py b/playground/export_bert.py new file mode 100644 index 00000000..c6341a08 --- /dev/null +++ b/playground/export_bert.py @@ -0,0 +1,156 @@ +import torch +import torch.nn as nn +from transformers import AutoTokenizer, AutoModelForMaskedLM +import onnx +import onnxruntime as ort +from typing import Dict, Any +import argparse +import os +import shutil +import numpy as np + +class CombinedBERTModel(nn.Module): + """Wrapper class that combines BERT tokenizer preprocessing and model inference.""" + + def __init__(self, model_name: str): + super().__init__() + self.tokenizer = AutoTokenizer.from_pretrained(model_name) + self.model = AutoModelForMaskedLM.from_pretrained(model_name) + + def forward(self, text_input: torch.Tensor): + """Forward pass that includes tokenization and model inference.""" + # Note: For ONNX export, we'll work with pre-tokenized input_ids + # In practice, text tokenization needs to happen outside ONNX + input_ids = text_input.long() + + outputs = self.model(input_ids=input_ids, output_hidden_states=True) + return torch.cat(outputs["hidden_states"][-3:-2], -1)[0].cpu()[1:-1] + +def export_bert_to_onnx( + model_name: str = "bert-base-uncased", + output_dir: str = "bert_exported", + max_seq_length: int = 512 +): + """Export BERT model to ONNX format and copy tokenizer files.""" + + # Create output directory + os.makedirs(output_dir, exist_ok=True) + + print(f"Loading model: {model_name}") + combined_model = CombinedBERTModel(model_name) + combined_model.eval() + + # Create dummy inputs for ONNX export (pre-tokenized input_ids) + batch_size = 1 + dummy_input_ids = torch.randint(0, combined_model.tokenizer.vocab_size, (batch_size, max_seq_length)) + + # Export to ONNX + onnx_path = os.path.join(output_dir, "chinese-roberta-wwm-ext-large.onnx") + print(f"Exporting to ONNX: {onnx_path}") + torch.onnx.export( + combined_model, + dummy_input_ids, + onnx_path, + export_params=True, + opset_version=14, + do_constant_folding=True, + input_names=['input_ids'], + output_names=['logits'], + dynamic_axes={ + 'input_ids': {0: 'batch_size', 1: 'sequence_length'}, + 'logits': {0: 'batch_size', 1: 'sequence_length'} + } + ) + + # Copy tokenizer.json if it exists + tokenizer_cache_dir = combined_model.tokenizer.name_or_path + if os.path.isdir(tokenizer_cache_dir): + tokenizer_json_path = os.path.join(tokenizer_cache_dir, "tokenizer.json") + else: + # For models from HuggingFace cache + from transformers import cached_path + try: + tokenizer_json_path = combined_model.tokenizer._tokenizer.model_path + except: + # Alternative approach to find tokenizer.json in cache + cache_dir = os.path.expanduser("~/.cache/huggingface/transformers") + tokenizer_json_path = None + for root, dirs, files in os.walk(cache_dir): + if "tokenizer.json" in files and model_name.replace("/", "--") in root: + tokenizer_json_path = os.path.join(root, "tokenizer.json") + break + + if tokenizer_json_path and os.path.exists(tokenizer_json_path): + dest_tokenizer_path = os.path.join(output_dir, "tokenizer.json") + shutil.copy2(tokenizer_json_path, dest_tokenizer_path) + print(f"Copied tokenizer.json to: {dest_tokenizer_path}") + else: + print("Warning: tokenizer.json not found") + + print(f"Model exported successfully to: {output_dir}") + return combined_model, onnx_path + +def test_model_equivalence(original_model, onnx_path: str, max_seq_length: int = 512, tolerance: float = 1e-5): + """Test if the original PyTorch model and ONNX model produce the same outputs.""" + + print("Testing model equivalence...") + + # Create test input + batch_size = 1 + test_input_ids = torch.randint(0, original_model.tokenizer.vocab_size, (batch_size, max_seq_length)) + + # Get PyTorch output + original_model.eval() + with torch.no_grad(): + pytorch_output = original_model(test_input_ids).numpy() + + # Get ONNX output + ort_session = ort.InferenceSession(onnx_path) + onnx_output = ort_session.run(None, {"input_ids": test_input_ids.numpy()})[0] + + # Compare outputs + max_diff = np.max(np.abs(pytorch_output - onnx_output)) + mean_diff = np.mean(np.abs(pytorch_output - onnx_output)) + + print(f"Maximum absolute difference: {max_diff}") + print(f"Mean absolute difference: {mean_diff}") + + if max_diff < tolerance: + print("✅ Models are numerically equivalent!") + return True + else: + print("❌ Models have significant differences!") + return False + +def main(): + parser = argparse.ArgumentParser(description="Export BERT model to ONNX") + parser.add_argument("--model_name", type=str, default="GPT_SoVITS/pretrained_models/chinese-roberta-wwm-ext-large", + help="Pretrained BERT model name") + parser.add_argument("--output_dir", type=str, default="playground/bert", + help="Output directory path") + parser.add_argument("--max_seq_length", type=int, default=512, + help="Maximum sequence length") + parser.add_argument("--tolerance", type=float, default=1e-3, + help="Tolerance for numerical comparison") + + args = parser.parse_args() + + os.makedirs(args.output_dir, exist_ok=True) + + # Export model + original_model, onnx_path = export_bert_to_onnx( + model_name=args.model_name, + output_dir=args.output_dir, + max_seq_length=args.max_seq_length + ) + + # Test equivalence + test_model_equivalence( + original_model=original_model, + onnx_path=onnx_path, + max_seq_length=args.max_seq_length, + tolerance=args.tolerance + ) + +if __name__ == "__main__": + main() diff --git a/playground/export_hubert.py b/playground/export_hubert.py new file mode 100644 index 00000000..75c9be38 --- /dev/null +++ b/playground/export_hubert.py @@ -0,0 +1,170 @@ +import os +import sys +import torch +import torchaudio +import onnxruntime as ort +import numpy as np +import argparse +from transformers import HubertModel, HubertConfig + + +class HubertONNXExporter: + """Export and test HuBERT model to ONNX format""" + + def __init__(self, model_path="GPT_SoVITS/pretrained_models/chinese-hubert-base", output_path="playground/hubert/chinese-hubert-base.onnx"): + self.model_path = model_path + self.onnx_path = output_path + self.model = None + self.config = None + + def setup_model(self): + """Configure and load the HuBERT model for ONNX export""" + # Configure for better ONNX compatibility + self.config = HubertConfig.from_pretrained(self.model_path) + self.config._attn_implementation = "eager" # Use standard attention + self.config.apply_spec_augment = False # Disable masking for inference + self.config.layerdrop = 0.0 # Disable layer dropout + + # Load the model + self.model = HubertModel.from_pretrained( + self.model_path, + config=self.config, + local_files_only=True + ) + self.model.eval() + + def export_to_onnx(self, dummy_length=16000): + """Export the model to ONNX format""" + if self.model is None: + raise ValueError("Model not initialized. Call setup_model() first.") + + # Create dummy input (1 second at 16kHz) + dummy_input = torch.rand(1, dummy_length, dtype=torch.float32) - 0.5 + + # Export to ONNX + torch.onnx.export( + self.model, + dummy_input, + self.onnx_path, + export_params=True, + opset_version=11, + do_constant_folding=True, + input_names=['audio16k'], + output_names=['last_hidden_state'], + dynamic_axes={ + 'audio16k': {0: 'batch_size', 1: 'sequence_length'}, + 'last_hidden_state': {0: 'batch_size', 1: 'sequence_length'} + } + ) + print(f"[Success] Model exported to {self.onnx_path}") + + def test_onnx_export_exists(self): + """Test that the ONNX model file was created""" + if os.path.exists(self.onnx_path): + print(f"[Success] ONNX model file exists at {self.onnx_path}") + return True + else: + print(f"[Error] ONNX model not found at {self.onnx_path}") + return False + + def _load_and_preprocess_audio(self, audio_path, max_length=32000): + """Load and preprocess audio file""" + waveform, sample_rate = torchaudio.load(audio_path) + + # Resample to 16kHz if needed + if sample_rate != 16000: + resampler = torchaudio.transforms.Resample(sample_rate, 16000) + waveform = resampler(waveform) + + # Take first channel + if waveform.shape[0] > 1: + waveform = waveform[0:1] + + # Limit length for testing (2 seconds at 16kHz) + if waveform.shape[1] > max_length: + waveform = waveform[:, :max_length] + + return waveform + + def test_torch_vs_onnx(self, audio_path="playground/ref/audio.wav"): + """Test that ONNX model outputs match PyTorch model outputs""" + if not os.path.exists(audio_path): + print(f"[Skip] Test audio file not found at {audio_path}") + return False + + if self.model is None: + raise ValueError("Model not initialized. Call setup_model() first.") + + # Load and preprocess audio + waveform = self._load_and_preprocess_audio(audio_path) + + # PyTorch inference + with torch.no_grad(): + torch_output = self.model(waveform) + torch_hidden_states = torch_output.last_hidden_state + + # ONNX inference + ort_session = ort.InferenceSession(self.onnx_path) + input_values = waveform.numpy().astype(np.float32) + ort_inputs = {ort_session.get_inputs()[0].name: input_values} + ort_outputs = ort_session.run(None, ort_inputs) + onnx_hidden_states = ort_outputs[0] + + # Compare outputs + torch_numpy = torch_hidden_states.numpy() + diff = np.abs(torch_numpy - onnx_hidden_states).mean() + + success = diff <= 1e-5 + status = "[Success]" if success else "[Fail]" + + print(f"{status} ONNX vs PyTorch comparison") + print(f" > mean_difference={diff}") + print(f" > torch_shape={torch_numpy.shape}") + print(f" > onnx_shape={onnx_hidden_states.shape}") + + return success + + def run_full_export_and_test(self): + """Run the complete export and testing pipeline""" + print("Starting HuBERT ONNX export and testing...") + + # Create output directory if it doesn't exist + os.makedirs(os.path.dirname(self.onnx_path), exist_ok=True) + + # Setup model + self.setup_model() + + # Export to ONNX + self.export_to_onnx() + + # Test export + self.test_onnx_export_exists() + self.test_torch_vs_onnx() + + print("Export and testing complete!") + + +def main(): + """Main execution function""" + parser = argparse.ArgumentParser(description="Export HuBERT model to ONNX format") + parser.add_argument( + "--model_path", + type=str, + default="GPT_SoVITS/pretrained_models/chinese-hubert-base", + help="Path to the HuBERT model directory (default: GPT_SoVITS/pretrained_models/chinese-hubert-base)" + ) + parser.add_argument( + "--output_path", + type=str, + default="playground/hubert/chinese-hubert-base.onnx", + help="Output path for the ONNX model (default: playground/hubert/chinese-hubert-base.onnx)" + ) + + args = parser.parse_args() + + exporter = HubertONNXExporter(model_path=args.model_path, output_path=args.output_path) + exporter.run_full_export_and_test() + + +if __name__ == "__main__": + main() \ No newline at end of file From dd156f15aa569c3e1c7ad3316a641da4485671d3 Mon Sep 17 00:00:00 2001 From: zpeng11 Date: Tue, 19 Aug 2025 01:22:00 -0400 Subject: [PATCH 05/40] feat:clean up playground explore audio preprocess, todo:build free run from pure input data --- .gitignore | 4 +- playground/export_hubert.py | 14 +++-- playground/freerun.py | 54 +++++++++++++++---- playground/output.wav | Bin 300878 -> 265038 bytes playground/{ => ref}/audio_prompt_hubert.npy | Bin playground/{ => ref}/input_bert.npy | Bin playground/{ => ref}/input_phones.npy | Bin playground/{ => ref}/ref_bert.npy | Bin playground/{ => ref}/ref_phones.npy | Bin 9 files changed, 58 insertions(+), 14 deletions(-) rename playground/{ => ref}/audio_prompt_hubert.npy (100%) rename playground/{ => ref}/input_bert.npy (100%) rename playground/{ => ref}/input_phones.npy (100%) rename playground/{ => ref}/ref_bert.npy (100%) rename playground/{ => ref}/ref_phones.npy (100%) diff --git a/.gitignore b/.gitignore index e9721828..d645f020 100644 --- a/.gitignore +++ b/.gitignore @@ -193,6 +193,8 @@ cython_debug/ # PyPI configuration file .pypirc + onnx/ *.onnx -tokenizer.json \ No newline at end of file +tokenizer.json +output.wav \ No newline at end of file diff --git a/playground/export_hubert.py b/playground/export_hubert.py index 75c9be38..463c6c9b 100644 --- a/playground/export_hubert.py +++ b/playground/export_hubert.py @@ -67,7 +67,7 @@ class HubertONNXExporter: print(f"[Error] ONNX model not found at {self.onnx_path}") return False - def _load_and_preprocess_audio(self, audio_path, max_length=32000): + def _load_and_preprocess_audio(self, audio_path, max_length=160000): """Load and preprocess audio file""" waveform, sample_rate = torchaudio.load(audio_path) @@ -80,10 +80,18 @@ class HubertONNXExporter: if waveform.shape[0] > 1: waveform = waveform[0:1] - # Limit length for testing (2 seconds at 16kHz) + # Limit length for testing (10 seconds at 16kHz) if waveform.shape[1] > max_length: waveform = waveform[:, :max_length] - + + # make a zero tensor that has length 3200*0.3 + zero_tensor = torch.zeros((1, 9600), dtype=torch.float32) + + print("waveform shape and zero wave shape", waveform.shape, zero_tensor.shape) + + # concate zero_tensor with waveform + waveform = torch.cat([waveform, zero_tensor], dim=1) + return waveform def test_torch_vs_onnx(self, audio_path="playground/ref/audio.wav"): diff --git a/playground/freerun.py b/playground/freerun.py index 6adcd8f4..2bad817a 100644 --- a/playground/freerun.py +++ b/playground/freerun.py @@ -29,17 +29,54 @@ def audio_postprocess( return audio +def load_and_preprocess_audio(audio_path, max_length=160000): + """Load and preprocess audio file""" + waveform, sample_rate = torchaudio.load(audio_path) + + # Resample to 16kHz if needed + if sample_rate != 16000: + resampler = torchaudio.transforms.Resample(sample_rate, 16000) + waveform = resampler(waveform) + + # Take first channel + if waveform.shape[0] > 1: + waveform = waveform[0:1] + + # Limit length for testing (10 seconds at 16kHz) + if waveform.shape[1] > max_length: + waveform = waveform[:, :max_length] -input_phones = np.load("playground/input_phones.npy") -input_bert = np.load("playground/input_bert.npy").T.astype(np.float32) -ref_phones = np.load("playground/ref_phones.npy") -ref_bert = np.load("playground/ref_bert.npy").T.astype(np.float32) -audio_prompt_hubert = np.load("playground/audio_prompt_hubert.npy").astype(np.float32) + # make a zero tensor that has length 3200*0.3 + zero_tensor = torch.zeros((1, 9600), dtype=torch.float32) + + print("waveform shape and zero wave shape", waveform.shape, zero_tensor.shape) + + # concate zero_tensor with waveform + waveform = torch.cat([waveform, zero_tensor], dim=1) + + return waveform + +def get_audio_hubert(audio_path): + """Get HuBERT features for the audio file""" + waveform = load_and_preprocess_audio(audio_path) + ort_session = ort.InferenceSession("playground/hubert/chinese-hubert-base.onnx") + ort_inputs = {ort_session.get_inputs()[0].name: waveform.numpy()} + hubert_feature = ort_session.run(None, ort_inputs)[0].astype(np.float32) + # transpose axis 1 and 2 with numpy + hubert_feature = hubert_feature.transpose(0, 2, 1) + print("Hubert feature shape:", hubert_feature.shape) + return hubert_feature + +input_phones = np.load("playground/ref/input_phones.npy") +input_bert = np.load("playground/ref/input_bert.npy").T.astype(np.float32) +ref_phones = np.load("playground/ref/ref_phones.npy") +ref_bert = np.load("playground/ref/ref_bert.npy").T.astype(np.float32) +audio_prompt_hubert = get_audio_hubert("playground/ref/audio.wav") encoder = ort.InferenceSession(MODEL_PATH+"_export_t2s_encoder.onnx") -outputs = encoder.run(None, { +[x, prompts] = encoder.run(None, { 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b/playground/ref/ref_phones.npy similarity index 100% rename from playground/ref_phones.npy rename to playground/ref/ref_phones.npy From 5c08328cf3f6a61b20644c93baaad9c1ef68aad3 Mon Sep 17 00:00:00 2001 From: zpeng11 Date: Tue, 19 Aug 2025 21:10:21 -0400 Subject: [PATCH 06/40] feat:voice and text preprocess system verifed, todo:dissasemble onnx export of gsv --- .../TTS_infer_pack/TextPreprocessor_onnx.py | 233 ++++++++++++++++++ GPT_SoVITS/onnx_export.py | 17 +- playground/freerun.py | 32 ++- playground/output.wav | Bin 265038 -> 318798 bytes requirements.txt | 2 +- 5 files changed, 264 insertions(+), 20 deletions(-) create mode 100644 GPT_SoVITS/TTS_infer_pack/TextPreprocessor_onnx.py diff --git a/GPT_SoVITS/TTS_infer_pack/TextPreprocessor_onnx.py b/GPT_SoVITS/TTS_infer_pack/TextPreprocessor_onnx.py new file mode 100644 index 00000000..42a8e2b1 --- /dev/null +++ b/GPT_SoVITS/TTS_infer_pack/TextPreprocessor_onnx.py @@ -0,0 +1,233 @@ +import os +import sys + +from tqdm import tqdm + +now_dir = os.getcwd() +sys.path.append(now_dir) + +import re +from text.LangSegmenter import LangSegmenter +from typing import Dict, List, Tuple +from text.cleaner import clean_text +from text import cleaned_text_to_sequence +from transformers import PreTrainedTokenizerFast +from TTS_infer_pack.text_segmentation_method import split_big_text, splits, get_method as get_seg_method +import onnxruntime as ort +import numpy as np + +from tools.i18n.i18n import I18nAuto, scan_language_list + +language = os.environ.get("language", "Auto") +language = sys.argv[-1] if sys.argv[-1] in scan_language_list() else language +i18n = I18nAuto(language=language) +punctuation = set(["!", "?", "…", ",", ".", "-"]) + + +def get_first(text: str) -> str: + pattern = "[" + "".join(re.escape(sep) for sep in splits) + "]" + text = re.split(pattern, text)[0].strip() + return text + + +def merge_short_text_in_array(texts: str, threshold: int) -> list: + if (len(texts)) < 2: + return texts + result = [] + text = "" + for ele in texts: + text += ele + if len(text) >= threshold: + result.append(text) + text = "" + if len(text) > 0: + if len(result) == 0: + result.append(text) + else: + result[len(result) - 1] += text + return result + + +class TextPreprocessorOnnx: + def __init__(self, onnx_package: str): + self.bert_model = ort.InferenceSession(os.path.join(onnx_package, "chinese-roberta-wwm-ext-large.onnx")) + self.tokenizer = PreTrainedTokenizerFast(tokenizer_file=os.path.join(onnx_package, "tokenizer.json")) + + def preprocess(self, text: str, lang: str, text_split_method: str, version: str = "v2") -> List[Dict]: + print(f"############ {i18n('切分文本')} ############") + text = self.replace_consecutive_punctuation(text) + texts = self.pre_seg_text(text, lang, text_split_method) + result = [] + print(f"############ {i18n('提取文本Bert特征')} ############") + for text in tqdm(texts): + phones, bert_features, norm_text = self.segment_and_extract_feature_for_text(text, lang, version) + if phones is None or norm_text == "": + continue + res = { + "phones": phones, + "bert_features": bert_features, + "norm_text": norm_text, + } + result.append(res) + return result + + def pre_seg_text(self, text: str, lang: str, text_split_method: str): + text = text.strip("\n") + if len(text) == 0: + return [] + if text[0] not in splits and len(get_first(text)) < 4: + text = "。" + text if lang != "en" else "." + text + print(i18n("实际输入的目标文本:")) + print(text) + + seg_method = get_seg_method(text_split_method) + text = seg_method(text) + + while "\n\n" in text: + text = text.replace("\n\n", "\n") + + _texts = text.split("\n") + _texts = self.filter_text(_texts) + _texts = merge_short_text_in_array(_texts, 5) + texts = [] + + for text in _texts: + # 解决输入目标文本的空行导致报错的问题 + if len(text.strip()) == 0: + continue + if not re.sub("\W+", "", text): + # 检测一下,如果是纯符号,就跳过。 + continue + if text[-1] not in splits: + text += "。" if lang != "en" else "." + + # 解决句子过长导致Bert报错的问题 + if len(text) > 510: + texts.extend(split_big_text(text)) + else: + texts.append(text) + + print(i18n("实际输入的目标文本(切句后):")) + print(texts) + return texts + + def segment_and_extract_feature_for_text( + self, text: str, language: str, version: str = "v1" + ) -> Tuple[list, np.ndarray, str]: + return self.get_phones_and_bert(text, language, version) + + def get_phones_and_bert(self, text: str, language: str, version: str, final: bool = False): + text = re.sub(r' {2,}', ' ', text) + textlist = [] + langlist = [] + if language == "all_zh": + for tmp in LangSegmenter.getTexts(text,"zh"): + langlist.append(tmp["lang"]) + textlist.append(tmp["text"]) + elif language == "all_yue": + for tmp in LangSegmenter.getTexts(text,"zh"): + if tmp["lang"] == "zh": + tmp["lang"] = "yue" + langlist.append(tmp["lang"]) + textlist.append(tmp["text"]) + elif language == "all_ja": + for tmp in LangSegmenter.getTexts(text,"ja"): + langlist.append(tmp["lang"]) + textlist.append(tmp["text"]) + elif language == "all_ko": + for tmp in LangSegmenter.getTexts(text,"ko"): + langlist.append(tmp["lang"]) + textlist.append(tmp["text"]) + elif language == "en": + langlist.append("en") + textlist.append(text) + elif language == "auto": + for tmp in LangSegmenter.getTexts(text): + langlist.append(tmp["lang"]) + textlist.append(tmp["text"]) + elif language == "auto_yue": + for tmp in LangSegmenter.getTexts(text): + if tmp["lang"] == "zh": + tmp["lang"] = "yue" + langlist.append(tmp["lang"]) + textlist.append(tmp["text"]) + else: + for tmp in LangSegmenter.getTexts(text): + if langlist: + if (tmp["lang"] == "en" and langlist[-1] == "en") or (tmp["lang"] != "en" and langlist[-1] != "en"): + textlist[-1] += tmp["text"] + continue + if tmp["lang"] == "en": + langlist.append(tmp["lang"]) + else: + # 因无法区别中日韩文汉字,以用户输入为准 + langlist.append(language) + textlist.append(tmp["text"]) + # print(textlist) + # print(langlist) + phones_list = [] + bert_list = [] + norm_text_list = [] + for i in range(len(textlist)): + lang = langlist[i] + phones, word2ph, norm_text = self.clean_text_inf(textlist[i], lang, version) + bert = self.get_bert_inf(phones, word2ph, norm_text, lang) + phones_list.append(phones) + norm_text_list.append(norm_text) + bert_list.append(bert) + bert = np.concatenate(bert_list, axis=1) + phones = sum(phones_list, []) + norm_text = "".join(norm_text_list) + + if not final and len(phones) < 6: + return self.get_phones_and_bert("." + text, language, version, final=True) + + return phones, bert, norm_text + + def get_bert_feature(self, text: str, word2ph: list) -> np.ndarray: + inputs = self.tokenizer(text, return_tensors="np") + [res] = self.bert_model.run(None, { + "input_ids": inputs["input_ids"] + }) + assert len(word2ph) == len(text) + phone_level_feature = [] + for i in range(len(word2ph)): + repeat_feature = np.repeat(res[i:i+1], word2ph[i], axis=0) + phone_level_feature.append(repeat_feature) + phone_level_feature = np.concatenate(phone_level_feature, axis=0) + return phone_level_feature.T + + def clean_text_inf(self, text: str, language: str, version: str = "v2"): + language = language.replace("all_", "") + phones, word2ph, norm_text = clean_text(text, language, version) + phones = cleaned_text_to_sequence(phones, version) + return phones, word2ph, norm_text + + def get_bert_inf(self, phones: list, word2ph: list, norm_text: str, language: str): + language = language.replace("all_", "") + if language == "zh": + feature = self.get_bert_feature(norm_text, word2ph) + else: + feature = np.zeros( + (1024, len(phones)), + dtype=np.float32, + ) + + return feature + + def filter_text(self, texts): + _text = [] + if all(text in [None, " ", "\n", ""] for text in texts): + raise ValueError(i18n("请输入有效文本")) + for text in texts: + if text in [None, " ", ""]: + pass + else: + _text.append(text) + return _text + + def replace_consecutive_punctuation(self, text): + punctuations = "".join(re.escape(p) for p in punctuation) + pattern = f"([{punctuations}])([{punctuations}])+" + result = re.sub(pattern, r"\1", text) + return result \ No newline at end of file diff --git a/GPT_SoVITS/onnx_export.py b/GPT_SoVITS/onnx_export.py index 97b56b93..48d64a7e 100644 --- a/GPT_SoVITS/onnx_export.py +++ b/GPT_SoVITS/onnx_export.py @@ -402,15 +402,16 @@ if __name__ == "__main__": # version = "v2" # export(vits_path, gpt_path, exp_path, version) - # gpt_path = "GPT_SoVITS/pretrained_models/gsv-v2final-pretrained/s1bert25hz-5kh-longer-epoch=12-step=369668.ckpt" - # vits_path = "GPT_SoVITS/pretrained_models/v2Pro/s2Gv2Pro.pth" - # exp_path = "v2pro_export" - # version = "v2Pro" - gpt_path = "GPT_SoVITS/pretrained_models/gsv-v2final-pretrained/s1bert25hz-5kh-longer-epoch=12-step=369668.ckpt" - vits_path = "GPT_SoVITS/pretrained_models/v2Pro/s2Gv2ProPlus.pth" - exp_path = "v2proplus_export" - version = "v2ProPlus" + vits_path = "GPT_SoVITS/pretrained_models/v2Pro/s2Gv2Pro.pth" + exp_path = "v2pro_export" + version = "v2Pro" export(vits_path, gpt_path, exp_path, version) + # gpt_path = "GPT_SoVITS/pretrained_models/gsv-v2final-pretrained/s1bert25hz-5kh-longer-epoch=12-step=369668.ckpt" + # vits_path = "GPT_SoVITS/pretrained_models/v2Pro/s2Gv2ProPlus.pth" + # exp_path = "v2proplus_export" + # version = "v2ProPlus" + # export(vits_path, gpt_path, exp_path, version) + diff --git a/playground/freerun.py b/playground/freerun.py index 2bad817a..684c664a 100644 --- a/playground/freerun.py +++ b/playground/freerun.py @@ -4,6 +4,8 @@ import onnx from tqdm import tqdm import torchaudio import torch +from TTS_infer_pack.TextPreprocessor_onnx import TextPreprocessorOnnx + MODEL_PATH = "playground/v2proplus_export/v2proplus" @@ -30,7 +32,7 @@ def audio_postprocess( return audio def load_and_preprocess_audio(audio_path, max_length=160000): - """Load and preprocess audio file""" + """Load and preprocess audio file to 16k""" waveform, sample_rate = torchaudio.load(audio_path) # Resample to 16kHz if needed @@ -49,8 +51,6 @@ def load_and_preprocess_audio(audio_path, max_length=160000): # make a zero tensor that has length 3200*0.3 zero_tensor = torch.zeros((1, 9600), dtype=torch.float32) - print("waveform shape and zero wave shape", waveform.shape, zero_tensor.shape) - # concate zero_tensor with waveform waveform = torch.cat([waveform, zero_tensor], dim=1) @@ -64,13 +64,25 @@ def get_audio_hubert(audio_path): hubert_feature = ort_session.run(None, ort_inputs)[0].astype(np.float32) # transpose axis 1 and 2 with numpy hubert_feature = hubert_feature.transpose(0, 2, 1) - print("Hubert feature shape:", hubert_feature.shape) return hubert_feature -input_phones = np.load("playground/ref/input_phones.npy") -input_bert = np.load("playground/ref/input_bert.npy").T.astype(np.float32) -ref_phones = np.load("playground/ref/ref_phones.npy") -ref_bert = np.load("playground/ref/ref_bert.npy").T.astype(np.float32) +def preprocess_text(text:str): + preprocessor = TextPreprocessorOnnx("playground/bert") + [phones, bert_features, norm_text] = preprocessor.segment_and_extract_feature_for_text(text, 'all_zh', 'v2') + phones = np.expand_dims(np.array(phones, dtype=np.int64), axis=0) + return phones, bert_features.T.astype(np.float32) + + +# input_phones_saved = np.load("playground/ref/input_phones.npy") +# input_bert_saved = np.load("playground/ref/input_bert.npy").T.astype(np.float32) +[input_phones, input_bert] = preprocess_text("震撼视角,感受成都世运会,闭幕式烟花") + + +# ref_phones = np.load("playground/ref/ref_phones.npy") +# ref_bert = np.load("playground/ref/ref_bert.npy").T.astype(np.float32) +[ref_phones, ref_bert] = preprocess_text("今日江苏苏州荷花市集开张热闹与浪漫交织") + + audio_prompt_hubert = get_audio_hubert("playground/ref/audio.wav") @@ -84,8 +96,6 @@ encoder = ort.InferenceSession(MODEL_PATH+"_export_t2s_encoder.onnx") "ssl_content": audio_prompt_hubert }) -print(x.shape, prompts.shape) - fsdec = ort.InferenceSession(MODEL_PATH+"_export_t2s_fsdec.onnx") sdec = ort.InferenceSession(MODEL_PATH+"_export_t2s_sdec.onnx") @@ -124,6 +134,7 @@ if 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z1_Cn>n1R3y1ZE&G1A!R`%s^lU0y7Ypfxrv|W*{&Fff)$QKwt&}GZ2`8zzhUtATR@g z83@ckUn1R3y1ZE&G1A!R`%s^lU0y7Ypfxrv| zW*{&Fff)$QKwt&}GZ2`8zzhUtATR@g83@ckU Xn1R3y1ZE&G1A!R`%)tLoGw}Za-a*K> diff --git a/requirements.txt b/requirements.txt index b09d2b79..7f24a84c 100644 --- a/requirements.txt +++ b/requirements.txt @@ -33,7 +33,7 @@ rotary_embedding_torch ToJyutping g2pk2 ko_pron -opencc +opencc==1.1.6 python_mecab_ko; sys_platform != 'win32' fastapi[standard]>=0.115.2 x_transformers From 71cbe28e68cb6f58aaacb7975da438550e3a3517 Mon Sep 17 00:00:00 2001 From: zpeng11 Date: Tue, 19 Aug 2025 21:31:42 -0400 Subject: [PATCH 07/40] feat:optimize looping --- playground/freerun.py | 8 ++------ 1 file changed, 2 insertions(+), 6 deletions(-) diff --git a/playground/freerun.py b/playground/freerun.py index 684c664a..4377e44c 100644 --- a/playground/freerun.py +++ b/playground/freerun.py @@ -105,7 +105,7 @@ sdec = ort.InferenceSession(MODEL_PATH+"_export_t2s_sdec.onnx") "prompts": prompts }) -early_stop_num = -1 + prefix_len = prompts.shape[1] stop = False @@ -118,11 +118,7 @@ for idx in tqdm(range(1, 1500)): "iy_emb": y_emb, "ix_example": x_example }) - if early_stop_num != -1 and (y.shape[1] - prefix_len) > early_stop_num: - stop = True - if np.argmax(logits, axis=-1)[0] == 1024 or samples[0, 0] == 1024: - stop = True - if stop: + if np.argmax(logits, axis=-1)[0] == 1024 or samples[0, 0] == 1024: # 1024 is the EOS token break y[0, -1] = 0 From da5aa78224c253138f61f68db19c80d2c8e822d8 Mon Sep 17 00:00:00 2001 From: zpeng11 Date: Wed, 20 Aug 2025 02:24:59 -0400 Subject: [PATCH 08/40] feat:combined fsdc and encoder, todo:extract audio pipeline --- GPT_SoVITS/onnx_export.py | 45 +++++++++++++++++---------------------- playground/freerun.py | 21 +++++++++--------- 2 files changed, 30 insertions(+), 36 deletions(-) diff --git a/GPT_SoVITS/onnx_export.py b/GPT_SoVITS/onnx_export.py index 48d64a7e..8b2fad11 100644 --- a/GPT_SoVITS/onnx_export.py +++ b/GPT_SoVITS/onnx_export.py @@ -94,6 +94,7 @@ class T2SEncoder(nn.Module): def __init__(self, t2s, vits): super().__init__() self.encoder = t2s.onnx_encoder + self.fsdc = t2s.first_stage_decoder self.vits = vits def forward(self, ref_seq, text_seq, ref_bert, text_bert, ssl_content): @@ -103,7 +104,8 @@ class T2SEncoder(nn.Module): all_phoneme_ids = torch.cat([ref_seq, text_seq], 1) bert = bert.unsqueeze(0) prompt = prompt_semantic.unsqueeze(0) - return self.encoder(all_phoneme_ids, bert), prompt + return self.fsdc(self.encoder(all_phoneme_ids, bert), prompt) + class T2SModel(nn.Module): @@ -130,20 +132,13 @@ class T2SModel(nn.Module): early_stop_num = self.t2s_model.early_stop_num # [1,N] [1,N] [N, 1024] [N, 1024] [1, 768, N] - x, prompts = self.onnx_encoder(ref_seq, text_seq, ref_bert, text_bert, ssl_content) - - prefix_len = prompts.shape[1] - - # [1,N,512] [1,N] - y, k, v, y_emb, x_example = self.first_stage_decoder(x, prompts) + y, k, v, y_emb, x_example = self.onnx_encoder(ref_seq, text_seq, ref_bert, text_bert, ssl_content) stop = False for idx in range(1, 1500): # [1, N] [N_layer, N, 1, 512] [N_layer, N, 1, 512] [1, N, 512] [1] [1, N, 512] [1, N] enco = self.stage_decoder(y, k, v, y_emb, x_example) y, k, v, y_emb, logits, samples = enco - if early_stop_num != -1 and (y.shape[1] - prefix_len) > early_stop_num: - stop = True if torch.argmax(logits, dim=-1)[0] == self.t2s_model.EOS or samples[0, 0] == self.t2s_model.EOS: stop = True if stop: @@ -167,7 +162,7 @@ class T2SModel(nn.Module): (ref_seq, text_seq, ref_bert, text_bert, ssl_content), f"onnx/{project_name}/{project_name}_t2s_encoder.onnx", input_names=["ref_seq", "text_seq", "ref_bert", "text_bert", "ssl_content"], - output_names=["x", "prompts"], + output_names=["y", "k", "v", "y_emb", "x_example"], dynamic_axes={ "ref_seq": {1: "ref_length"}, "text_seq": {1: "text_length"}, @@ -177,22 +172,22 @@ class T2SModel(nn.Module): }, opset_version=16, ) - x, prompts = self.onnx_encoder(ref_seq, text_seq, ref_bert, text_bert, ssl_content) + y, k, v, y_emb, x_example = self.onnx_encoder(ref_seq, text_seq, ref_bert, text_bert, ssl_content) - torch.onnx.export( - self.first_stage_decoder, - (x, prompts), - f"onnx/{project_name}/{project_name}_t2s_fsdec.onnx", - input_names=["x", "prompts"], - output_names=["y", "k", "v", "y_emb", "x_example"], - dynamic_axes={ - "x": {1: "x_length"}, - "prompts": {1: "prompts_length"}, - }, - verbose=False, - opset_version=16, - ) - y, k, v, y_emb, x_example = self.first_stage_decoder(x, prompts) + # torch.onnx.export( + # self.first_stage_decoder, + # (x, prompts), + # f"onnx/{project_name}/{project_name}_t2s_fsdec.onnx", + # input_names=["x", "prompts"], + # output_names=["y", "k", "v", "y_emb", "x_example"], + # dynamic_axes={ + # "x": {1: "x_length"}, + # "prompts": {1: "prompts_length"}, + # }, + # verbose=False, + # opset_version=16, + # ) + # y, k, v, y_emb, x_example = self.first_stage_decoder(x, prompts) torch.onnx.export( self.stage_decoder, diff --git a/playground/freerun.py b/playground/freerun.py index 4377e44c..225395c6 100644 --- a/playground/freerun.py +++ b/playground/freerun.py @@ -7,7 +7,7 @@ import torch from TTS_infer_pack.TextPreprocessor_onnx import TextPreprocessorOnnx -MODEL_PATH = "playground/v2proplus_export/v2proplus" +MODEL_PATH = "playground/v2pro_export/v2pro" def audio_postprocess( audios, @@ -49,7 +49,7 @@ def load_and_preprocess_audio(audio_path, max_length=160000): waveform = waveform[:, :max_length] # make a zero tensor that has length 3200*0.3 - zero_tensor = torch.zeros((1, 9600), dtype=torch.float32) + zero_tensor = torch.zeros((1, 4800), dtype=torch.float32) # concate zero_tensor with waveform waveform = torch.cat([waveform, zero_tensor], dim=1) @@ -75,7 +75,7 @@ def preprocess_text(text:str): # input_phones_saved = np.load("playground/ref/input_phones.npy") # input_bert_saved = np.load("playground/ref/input_bert.npy").T.astype(np.float32) -[input_phones, input_bert] = preprocess_text("震撼视角,感受成都世运会,闭幕式烟花") +[input_phones, input_bert] = preprocess_text("震撼视角,感受开幕式,闭幕式烟花") # ref_phones = np.load("playground/ref/ref_phones.npy") @@ -88,7 +88,7 @@ audio_prompt_hubert = get_audio_hubert("playground/ref/audio.wav") encoder = ort.InferenceSession(MODEL_PATH+"_export_t2s_encoder.onnx") -[x, prompts] = encoder.run(None, { +[y, k, v, y_emb, x_example] = encoder.run(None, { "text_seq": input_phones, "text_bert": input_bert, "ref_seq": ref_phones, @@ -96,18 +96,16 @@ encoder = ort.InferenceSession(MODEL_PATH+"_export_t2s_encoder.onnx") "ssl_content": audio_prompt_hubert }) -fsdec = ort.InferenceSession(MODEL_PATH+"_export_t2s_fsdec.onnx") +# fsdec = ort.InferenceSession(MODEL_PATH+"_export_t2s_fsdec.onnx") sdec = ort.InferenceSession(MODEL_PATH+"_export_t2s_sdec.onnx") # for i in tqdm(range(10000)): -[y, k, v, y_emb, x_example] = fsdec.run(None, { - "x": x, - "prompts": prompts -}) +# [y, k, v, y_emb, x_example] = fsdec.run(None, { +# "x": x, +# "prompts": prompts +# }) -prefix_len = prompts.shape[1] - stop = False for idx in tqdm(range(1, 1500)): # [1, N] [N_layer, N, 1, 512] [N_layer, N, 1, 512] [1, N, 512] [1] [1, N, 512] [1, N] @@ -129,6 +127,7 @@ waveform, sample_rate = torchaudio.load("playground/ref/audio.wav") if sample_rate != 32000: resampler = torchaudio.transforms.Resample(orig_freq=sample_rate, new_freq=32000) waveform = resampler(waveform) +print(f"Waveform shape: {waveform.shape}") ref_audio = waveform.numpy().astype(np.float32) vtis = ort.InferenceSession(MODEL_PATH+"_export_vits.onnx") From 1cdd41d877f3020dc7a75860ba849988c43b467a Mon Sep 17 00:00:00 2001 From: zpeng11 Date: Wed, 20 Aug 2025 16:47:55 -0400 Subject: [PATCH 09/40] fixed resample audio and tested in full run --- GPT_SoVITS/onnx_export.py | 15 +++++++-------- playground/freerun.py | 2 +- 2 files changed, 8 insertions(+), 9 deletions(-) diff --git a/GPT_SoVITS/onnx_export.py b/GPT_SoVITS/onnx_export.py index 8b2fad11..be1f33ce 100644 --- a/GPT_SoVITS/onnx_export.py +++ b/GPT_SoVITS/onnx_export.py @@ -51,14 +51,13 @@ def resample_audio(audio: torch.Tensor, orig_sr: int, target_sr: int) -> torch.T audio = audio.unsqueeze(0) # audio shape: (batch, channels, samples) batch, channels, samples = audio.shape - new_samples = int(samples * target_sr / orig_sr) - audio = audio.view(batch * channels, 1, samples) - resampled = F.interpolate(audio, size=new_samples, mode='linear', align_corners=False) - resampled = resampled.view(batch, channels, new_samples) - if resampled.shape[0] == 1 and resampled.shape[1] == 1: - resampled = resampled.squeeze(0).squeeze(0) - elif resampled.shape[0] == 1: - resampled = resampled.squeeze(0) + # Reshape to combine batch and channels for interpolation + audio = audio.reshape(batch * channels, 1, samples) + # Use scale_factor instead of a computed size for ONNX export compatibility + resampled = F.interpolate(audio, scale_factor=target_sr / orig_sr, mode='linear', align_corners=False) + new_samples = resampled.shape[-1] + resampled = resampled.reshape(batch, channels, new_samples) + resampled = resampled.squeeze(0).squeeze(0) return resampled diff --git a/playground/freerun.py b/playground/freerun.py index 225395c6..66877ff3 100644 --- a/playground/freerun.py +++ b/playground/freerun.py @@ -7,7 +7,7 @@ import torch from TTS_infer_pack.TextPreprocessor_onnx import TextPreprocessorOnnx -MODEL_PATH = "playground/v2pro_export/v2pro" +MODEL_PATH = "onnx/v2pro_export/v2pro" def audio_postprocess( audios, From 911c53b1eecf856217fcb07d876fef4ddb5f0702 Mon Sep 17 00:00:00 2001 From: zpeng11 Date: Wed, 20 Aug 2025 17:37:41 -0400 Subject: [PATCH 10/40] fixed using hubert for full run, 80 works --- GPT_SoVITS/onnx_export.py | 65 +++++++++++++++++++++------------------ playground/freerun.py | 61 +++++++++++++++++++++++++----------- 2 files changed, 78 insertions(+), 48 deletions(-) diff --git a/GPT_SoVITS/onnx_export.py b/GPT_SoVITS/onnx_export.py index be1f33ce..c94b1542 100644 --- a/GPT_SoVITS/onnx_export.py +++ b/GPT_SoVITS/onnx_export.py @@ -8,8 +8,7 @@ from torch import nn from sv import SV cnhubert_base_path = "GPT_SoVITS/pretrained_models/chinese-hubert-base" -cnhubert.cnhubert_base_path = cnhubert_base_path -ssl_model = cnhubert.get_model() +from transformers import HubertModel, HubertConfig import json import os @@ -230,7 +229,7 @@ class VitsModel(nn.Module): ) self.vq_model.eval() self.vq_model.load_state_dict(dict_s2["weight"], strict=False) - + #filter_length: 2048 sampling_rate: 32000 hop_length: 640 win_length: 2048 def forward(self, text_seq, pred_semantic, ref_audio): refer = spectrogram_torch( ref_audio, @@ -276,20 +275,38 @@ class GptSoVits(nn.Module): ) -class SSLModel(nn.Module): +class HuBertSSLModel(nn.Module): def __init__(self): super().__init__() - self.ssl = ssl_model + self.config = HubertConfig.from_pretrained(cnhubert_base_path) + self.config._attn_implementation = "eager" # Use standard attention + self.config.apply_spec_augment = False # Disable masking for inference + self.config.layerdrop = 0.0 # Disable layer dropout + + # Load the model + self.model = HubertModel.from_pretrained( + cnhubert_base_path, + config=self.config, + local_files_only=True + ) + self.model.eval() - def forward(self, ref_audio_16k): - return self.ssl.model(ref_audio_16k)["last_hidden_state"].transpose(1, 2) + def forward(self, ref_audio_32k): + ref_audio_16k = resample_audio(ref_audio_32k, 32000, 16000).unsqueeze(0) + zero_tensor = torch.zeros((1, 4800), dtype=torch.float32) + + # concate zero_tensor with waveform + ref_audio_16k = torch.cat([ref_audio_16k, zero_tensor], dim=1) + ssl_content = self.model(ref_audio_16k)["last_hidden_state"].transpose(1, 2) + + return ssl_content def export(vits_path, gpt_path, project_name, voice_model_version="v2"): vits = VitsModel(vits_path, version=voice_model_version) gpt = T2SModel(gpt_path, vits) gpt_sovits = GptSoVits(vits, gpt) - ssl = SSLModel() + ssl = HuBertSSLModel() ref_seq = torch.LongTensor( [ cleaned_text_to_sequence( @@ -349,41 +366,29 @@ def export(vits_path, gpt_path, project_name, voice_model_version="v2"): text_bert = torch.randn((text_seq.shape[1], 1024)).float() ref_audio = torch.randn((1, 48000 * 5)).float() # ref_audio = torch.tensor([load_audio("rec.wav", 48000)]).float() - ref_audio_16k = torchaudio.functional.resample(ref_audio, 48000, 16000).float() - ref_audio_sr = torchaudio.functional.resample(ref_audio, 48000, vits.hps.data.sampling_rate).float() + ref_audio32k = torchaudio.functional.resample(ref_audio, 48000, 32000).float() try: os.mkdir(f"onnx/{project_name}") except: pass - ssl_content = ssl(ref_audio_16k).float() + torch.onnx.export(ssl, (ref_audio32k,), f"onnx/{project_name}/{project_name}_hubertssl.onnx", + input_names=["audio32k"], + output_names=["hubert_ssl_output"], + dynamic_axes={ + "audio32k": {0: "batch_size", 1: "sequence_length"}, + "hubert_ssl_output": {0: "batch_size", 2: "hubert_length"} + }) - gpt_sovits.export(ref_seq, text_seq, ref_bert, text_bert, ref_audio_sr, ssl_content, project_name) + ssl_content = ssl(ref_audio32k).float() + gpt_sovits.export(ref_seq, text_seq, ref_bert, text_bert, ref_audio32k, ssl_content, project_name) if voice_model_version == "v1": symbols = symbols_v1 else: symbols = symbols_v2 - MoeVSConf = { - "Folder": f"{project_name}", - "Name": f"{project_name}", - "Type": "GPT-SoVits", - "Rate": vits.hps.data.sampling_rate, - "NumLayers": gpt.t2s_model.num_layers, - "EmbeddingDim": gpt.t2s_model.embedding_dim, - "Dict": "BasicDict", - "BertPath": "chinese-roberta-wwm-ext-large", - # "Symbol": symbols, - "AddBlank": False, - } - - MoeVSConfJson = json.dumps(MoeVSConf) - with open(f"onnx/{project_name}.json", "w") as MoeVsConfFile: - json.dump(MoeVSConf, MoeVsConfFile, indent=4) - - if __name__ == "__main__": try: os.mkdir("onnx") diff --git a/playground/freerun.py b/playground/freerun.py index 66877ff3..3be6b3f0 100644 --- a/playground/freerun.py +++ b/playground/freerun.py @@ -31,39 +31,64 @@ def audio_postprocess( return audio -def load_and_preprocess_audio(audio_path, max_length=160000): - """Load and preprocess audio file to 16k""" - waveform, sample_rate = torchaudio.load(audio_path) +# def load_and_preprocess_audio(audio_path, max_length=160000): +# """Load and preprocess audio file to 16k""" +# waveform, sample_rate = torchaudio.load(audio_path) - # Resample to 16kHz if needed - if sample_rate != 16000: - resampler = torchaudio.transforms.Resample(sample_rate, 16000) +# # Resample to 16kHz if needed +# if sample_rate != 16000: +# resampler = torchaudio.transforms.Resample(sample_rate, 16000) +# waveform = resampler(waveform) + +# # Take first channel +# if waveform.shape[0] > 1: +# waveform = waveform[0:1] + +# # Limit length for testing (10 seconds at 16kHz) +# if waveform.shape[1] > max_length: +# waveform = waveform[:, :max_length] + +# # make a zero tensor that has length 3200*0.3 +# zero_tensor = torch.zeros((1, 4800), dtype=torch.float32) + +# # concate zero_tensor with waveform +# waveform = torch.cat([waveform, zero_tensor], dim=1) + +# return waveform + +# def get_audio_hubert(audio_path): +# """Get HuBERT features for the audio file""" +# waveform = load_and_preprocess_audio(audio_path) +# ort_session = ort.InferenceSession("playground/hubert/chinese-hubert-base.onnx") +# ort_inputs = {ort_session.get_inputs()[0].name: waveform.numpy()} +# hubert_feature = ort_session.run(None, ort_inputs)[0].astype(np.float32) +# # transpose axis 1 and 2 with numpy +# hubert_feature = hubert_feature.transpose(0, 2, 1) +# return hubert_feature + +def load_and_preprocess_audio(audio_path): + """Load and preprocess audio file to 32k""" + waveform, sample_rate = torchaudio.load(audio_path) + + # Resample to 32kHz if needed + if sample_rate != 32000: + resampler = torchaudio.transforms.Resample(sample_rate, 32000) waveform = resampler(waveform) # Take first channel if waveform.shape[0] > 1: waveform = waveform[0:1] - - # Limit length for testing (10 seconds at 16kHz) - if waveform.shape[1] > max_length: - waveform = waveform[:, :max_length] - - # make a zero tensor that has length 3200*0.3 - zero_tensor = torch.zeros((1, 4800), dtype=torch.float32) - - # concate zero_tensor with waveform - waveform = torch.cat([waveform, zero_tensor], dim=1) return waveform def get_audio_hubert(audio_path): """Get HuBERT features for the audio file""" waveform = load_and_preprocess_audio(audio_path) - ort_session = ort.InferenceSession("playground/hubert/chinese-hubert-base.onnx") + ort_session = ort.InferenceSession(MODEL_PATH + "_export_hubertssl.onnx") ort_inputs = {ort_session.get_inputs()[0].name: waveform.numpy()} hubert_feature = ort_session.run(None, ort_inputs)[0].astype(np.float32) # transpose axis 1 and 2 with numpy - hubert_feature = hubert_feature.transpose(0, 2, 1) + # hubert_feature = hubert_feature.transpose(0, 2, 1) return hubert_feature def preprocess_text(text:str): From fd0fb35a491b39eade9244176efd2ecde8fdf5a3 Mon Sep 17 00:00:00 2001 From: zpeng11 Date: Wed, 20 Aug 2025 18:32:38 -0400 Subject: [PATCH 11/40] fix spectrum take out working --- GPT_SoVITS/onnx_export.py | 58 +++++++++++++++++++++------------------ playground/freerun.py | 11 ++++---- 2 files changed, 38 insertions(+), 31 deletions(-) diff --git a/GPT_SoVITS/onnx_export.py b/GPT_SoVITS/onnx_export.py index c94b1542..e2aa4ea3 100644 --- a/GPT_SoVITS/onnx_export.py +++ b/GPT_SoVITS/onnx_export.py @@ -13,6 +13,7 @@ import json import os import soundfile +from tqdm import tqdm from text import cleaned_text_to_sequence @@ -133,7 +134,7 @@ class T2SModel(nn.Module): y, k, v, y_emb, x_example = self.onnx_encoder(ref_seq, text_seq, ref_bert, text_bert, ssl_content) stop = False - for idx in range(1, 1500): + for idx in tqdm(range(1, 1500)): # [1, N] [N_layer, N, 1, 512] [N_layer, N, 1, 512] [1, N, 512] [1] [1, N, 512] [1, N] enco = self.stage_decoder(y, k, v, y_emb, x_example) y, k, v, y_emb, logits, samples = enco @@ -230,19 +231,11 @@ class VitsModel(nn.Module): self.vq_model.eval() self.vq_model.load_state_dict(dict_s2["weight"], strict=False) #filter_length: 2048 sampling_rate: 32000 hop_length: 640 win_length: 2048 - def forward(self, text_seq, pred_semantic, ref_audio): - refer = spectrogram_torch( - ref_audio, - self.hps.data.filter_length, - self.hps.data.sampling_rate, - self.hps.data.hop_length, - self.hps.data.win_length, - center=False, - ) + def forward(self, text_seq, pred_semantic, ref_audio, spectrum): if self.sv_model is not None: sv_emb=self.sv_model.compute_embedding3_onnx(resample_audio(ref_audio, 32000, 16000)) - return self.vq_model(pred_semantic, text_seq, refer, sv_emb=sv_emb)[0, 0] - return self.vq_model(pred_semantic, text_seq, refer)[0, 0] + return self.vq_model(pred_semantic, text_seq, spectrum, sv_emb=sv_emb)[0, 0] + return self.vq_model(pred_semantic, text_seq, spectrum)[0, 0] class GptSoVits(nn.Module): @@ -251,24 +244,25 @@ class GptSoVits(nn.Module): self.vits = vits self.t2s = t2s - def forward(self, ref_seq, text_seq, ref_bert, text_bert, ref_audio, ssl_content): + def forward(self, ref_seq, text_seq, ref_bert, text_bert, ref_audio, spectrum, ssl_content): pred_semantic = self.t2s(ref_seq, text_seq, ref_bert, text_bert, ssl_content) - audio = self.vits(text_seq, pred_semantic, ref_audio) + audio = self.vits(text_seq, pred_semantic, ref_audio, spectrum) return audio - def export(self, ref_seq, text_seq, ref_bert, text_bert, ref_audio, ssl_content, project_name): + def export(self, ref_seq, text_seq, ref_bert, text_bert, ref_audio, spectrum, ssl_content, project_name): self.t2s.export(ref_seq, text_seq, ref_bert, text_bert, ssl_content, project_name) pred_semantic = self.t2s(ref_seq, text_seq, ref_bert, text_bert, ssl_content) torch.onnx.export( self.vits, - (text_seq, pred_semantic, ref_audio), + (text_seq, pred_semantic, ref_audio, spectrum), f"onnx/{project_name}/{project_name}_vits.onnx", - input_names=["text_seq", "pred_semantic", "ref_audio"], + input_names=["text_seq", "pred_semantic", "ref_audio", "spectrum"], output_names=["audio"], dynamic_axes={ - "text_seq": {1: "text_length"}, - "pred_semantic": {2: "pred_length"}, - "ref_audio": {1: "audio_length"}, + "text_seq": {0:"batch_size",1: "text_length"}, + "pred_semantic": {0: "batch_size", 2: "pred_length"}, + "ref_audio": {0: "batch_size", 1: "audio_length"}, + "spectrum": {0: "batch_size", 2: "spectrum_length"}, }, opset_version=17, verbose=False, @@ -292,14 +286,23 @@ class HuBertSSLModel(nn.Module): self.model.eval() def forward(self, ref_audio_32k): + spectrum = spectrogram_torch( + ref_audio_32k, + 2048, + 32000, + 640, + 2048, + center=False, + ) + + ref_audio_16k = resample_audio(ref_audio_32k, 32000, 16000).unsqueeze(0) zero_tensor = torch.zeros((1, 4800), dtype=torch.float32) - # concate zero_tensor with waveform ref_audio_16k = torch.cat([ref_audio_16k, zero_tensor], dim=1) ssl_content = self.model(ref_audio_16k)["last_hidden_state"].transpose(1, 2) - return ssl_content + return ssl_content, spectrum def export(vits_path, gpt_path, project_name, voice_model_version="v2"): @@ -375,14 +378,17 @@ def export(vits_path, gpt_path, project_name, voice_model_version="v2"): torch.onnx.export(ssl, (ref_audio32k,), f"onnx/{project_name}/{project_name}_hubertssl.onnx", input_names=["audio32k"], - output_names=["hubert_ssl_output"], + output_names=["hubert_ssl_output", "spectrum"], dynamic_axes={ "audio32k": {0: "batch_size", 1: "sequence_length"}, - "hubert_ssl_output": {0: "batch_size", 2: "hubert_length"} + "hubert_ssl_output": {0: "batch_size", 2: "hubert_length"}, + "spectrum": {0: "batch_size", 2: "spectrum_length"} }) - ssl_content = ssl(ref_audio32k).float() - gpt_sovits.export(ref_seq, text_seq, ref_bert, text_bert, ref_audio32k, ssl_content, project_name) + [ssl_content, spectrum] = ssl(ref_audio32k) + gpt_sovits(ref_seq, text_seq, ref_bert, text_bert, ref_audio32k, spectrum.float(), ssl_content.float()) + # exit() + gpt_sovits.export(ref_seq, text_seq, ref_bert, text_bert, ref_audio32k, spectrum.float(), ssl_content.float(), project_name) if voice_model_version == "v1": symbols = symbols_v1 diff --git a/playground/freerun.py b/playground/freerun.py index 3be6b3f0..a9b8ed14 100644 --- a/playground/freerun.py +++ b/playground/freerun.py @@ -86,10 +86,10 @@ def get_audio_hubert(audio_path): waveform = load_and_preprocess_audio(audio_path) ort_session = ort.InferenceSession(MODEL_PATH + "_export_hubertssl.onnx") ort_inputs = {ort_session.get_inputs()[0].name: waveform.numpy()} - hubert_feature = ort_session.run(None, ort_inputs)[0].astype(np.float32) + [hubert_feature, spectrum] = ort_session.run(None, ort_inputs) # transpose axis 1 and 2 with numpy # hubert_feature = hubert_feature.transpose(0, 2, 1) - return hubert_feature + return hubert_feature, spectrum def preprocess_text(text:str): preprocessor = TextPreprocessorOnnx("playground/bert") @@ -100,7 +100,7 @@ def preprocess_text(text:str): # input_phones_saved = np.load("playground/ref/input_phones.npy") # input_bert_saved = np.load("playground/ref/input_bert.npy").T.astype(np.float32) -[input_phones, input_bert] = preprocess_text("震撼视角,感受开幕式,闭幕式烟花") +[input_phones, input_bert] = preprocess_text("像大雨匆匆打击过的屋檐") # ref_phones = np.load("playground/ref/ref_phones.npy") @@ -108,7 +108,7 @@ def preprocess_text(text:str): [ref_phones, ref_bert] = preprocess_text("今日江苏苏州荷花市集开张热闹与浪漫交织") -audio_prompt_hubert = get_audio_hubert("playground/ref/audio.wav") +[audio_prompt_hubert, spectrum] = get_audio_hubert("playground/ref/audio.wav") encoder = ort.InferenceSession(MODEL_PATH+"_export_t2s_encoder.onnx") @@ -160,7 +160,8 @@ vtis = ort.InferenceSession(MODEL_PATH+"_export_vits.onnx") [audio] = vtis.run(None, { "text_seq": input_phones, "pred_semantic": pred_semantic, - "ref_audio": ref_audio + "ref_audio": ref_audio, + "spectrum": spectrum.astype(np.float32) }) audio_postprocess([audio]) From 94b31a250f4e50c1b0069e1d1d42ef8402c889ef Mon Sep 17 00:00:00 2001 From: zpeng11 Date: Wed, 20 Aug 2025 18:39:21 -0400 Subject: [PATCH 12/40] limit vits for one input a time --- GPT_SoVITS/onnx_export.py | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/GPT_SoVITS/onnx_export.py b/GPT_SoVITS/onnx_export.py index e2aa4ea3..70a5aee7 100644 --- a/GPT_SoVITS/onnx_export.py +++ b/GPT_SoVITS/onnx_export.py @@ -259,10 +259,10 @@ class GptSoVits(nn.Module): input_names=["text_seq", "pred_semantic", "ref_audio", "spectrum"], output_names=["audio"], dynamic_axes={ - "text_seq": {0:"batch_size",1: "text_length"}, - "pred_semantic": {0: "batch_size", 2: "pred_length"}, - "ref_audio": {0: "batch_size", 1: "audio_length"}, - "spectrum": {0: "batch_size", 2: "spectrum_length"}, + "text_seq": {1: "text_length"}, + "pred_semantic": {2: "pred_length"}, + "ref_audio": {1: "audio_length"}, + "spectrum": {2: "spectrum_length"}, }, opset_version=17, verbose=False, From aafa0561d8fc7b41003e825a2fb5d1e6ba651fea Mon Sep 17 00:00:00 2001 From: zpeng11 Date: Wed, 20 Aug 2025 19:39:10 -0400 Subject: [PATCH 13/40] correctly setup onnx export, solved problem --- GPT_SoVITS/onnx_export.py | 75 +++++++++++++++++++-------------------- playground/freerun.py | 58 ++++++------------------------ 2 files changed, 47 insertions(+), 86 deletions(-) diff --git a/GPT_SoVITS/onnx_export.py b/GPT_SoVITS/onnx_export.py index 70a5aee7..41408059 100644 --- a/GPT_SoVITS/onnx_export.py +++ b/GPT_SoVITS/onnx_export.py @@ -133,14 +133,11 @@ class T2SModel(nn.Module): # [1,N] [1,N] [N, 1024] [N, 1024] [1, 768, N] y, k, v, y_emb, x_example = self.onnx_encoder(ref_seq, text_seq, ref_bert, text_bert, ssl_content) - stop = False - for idx in tqdm(range(1, 1500)): + for idx in tqdm(range(1, 20)): # This is a fake one! do take this as reference # [1, N] [N_layer, N, 1, 512] [N_layer, N, 1, 512] [1, N, 512] [1] [1, N, 512] [1, N] enco = self.stage_decoder(y, k, v, y_emb, x_example) y, k, v, y_emb, logits, samples = enco if torch.argmax(logits, dim=-1)[0] == self.t2s_model.EOS or samples[0, 0] == self.t2s_model.EOS: - stop = True - if stop: break y[0, -1] = 0 @@ -216,9 +213,7 @@ class VitsModel(nn.Module): else: self.hps["model"]["version"] = version - self.sv_model = None - if version == "v2ProPlus" or version == "v2Pro": - self.sv_model = SV("cpu", False) + self.is_v2p = version.lower() in ['v2pro', 'v2proplus'] self.hps = DictToAttrRecursive(self.hps) self.hps.model.semantic_frame_rate = "25hz" @@ -231,11 +226,11 @@ class VitsModel(nn.Module): self.vq_model.eval() self.vq_model.load_state_dict(dict_s2["weight"], strict=False) #filter_length: 2048 sampling_rate: 32000 hop_length: 640 win_length: 2048 - def forward(self, text_seq, pred_semantic, ref_audio, spectrum): - if self.sv_model is not None: - sv_emb=self.sv_model.compute_embedding3_onnx(resample_audio(ref_audio, 32000, 16000)) + def forward(self, text_seq, pred_semantic, spectrum, sv_emb): + if self.is_v2p: return self.vq_model(pred_semantic, text_seq, spectrum, sv_emb=sv_emb)[0, 0] - return self.vq_model(pred_semantic, text_seq, spectrum)[0, 0] + else: + return self.vq_model(pred_semantic, text_seq, spectrum)[0, 0] class GptSoVits(nn.Module): @@ -244,19 +239,19 @@ class GptSoVits(nn.Module): self.vits = vits self.t2s = t2s - def forward(self, ref_seq, text_seq, ref_bert, text_bert, ref_audio, spectrum, ssl_content): + def forward(self, ref_seq, text_seq, ref_bert, text_bert, ssl_content, spectrum, sv_emb): pred_semantic = self.t2s(ref_seq, text_seq, ref_bert, text_bert, ssl_content) - audio = self.vits(text_seq, pred_semantic, ref_audio, spectrum) + audio = self.vits(text_seq, pred_semantic, spectrum, sv_emb) return audio - def export(self, ref_seq, text_seq, ref_bert, text_bert, ref_audio, spectrum, ssl_content, project_name): + def export(self, ref_seq, text_seq, ref_bert, text_bert, ssl_content, spectrum, sv_emb, project_name): self.t2s.export(ref_seq, text_seq, ref_bert, text_bert, ssl_content, project_name) pred_semantic = self.t2s(ref_seq, text_seq, ref_bert, text_bert, ssl_content) torch.onnx.export( self.vits, - (text_seq, pred_semantic, ref_audio, spectrum), + (text_seq, pred_semantic, spectrum, sv_emb), f"onnx/{project_name}/{project_name}_vits.onnx", - input_names=["text_seq", "pred_semantic", "ref_audio", "spectrum"], + input_names=["text_seq", "pred_semantic", "spectrum", "sv_emb"], output_names=["audio"], dynamic_axes={ "text_seq": {1: "text_length"}, @@ -269,7 +264,7 @@ class GptSoVits(nn.Module): ) -class HuBertSSLModel(nn.Module): +class AudioPreprocess(nn.Module): def __init__(self): super().__init__() self.config = HubertConfig.from_pretrained(cnhubert_base_path) @@ -285,6 +280,8 @@ class HuBertSSLModel(nn.Module): ) self.model.eval() + self.sv_model = SV("cpu", False) + def forward(self, ref_audio_32k): spectrum = spectrogram_torch( ref_audio_32k, @@ -294,22 +291,24 @@ class HuBertSSLModel(nn.Module): 2048, center=False, ) + ref_audio_16k = resample_audio(ref_audio_32k, 32000, 16000) + sv_emb = self.sv_model.compute_embedding3_onnx(ref_audio_16k) - ref_audio_16k = resample_audio(ref_audio_32k, 32000, 16000).unsqueeze(0) zero_tensor = torch.zeros((1, 4800), dtype=torch.float32) + ref_audio_16k = ref_audio_16k.unsqueeze(0) # concate zero_tensor with waveform ref_audio_16k = torch.cat([ref_audio_16k, zero_tensor], dim=1) ssl_content = self.model(ref_audio_16k)["last_hidden_state"].transpose(1, 2) - return ssl_content, spectrum + return ssl_content, spectrum, sv_emb def export(vits_path, gpt_path, project_name, voice_model_version="v2"): vits = VitsModel(vits_path, version=voice_model_version) gpt = T2SModel(gpt_path, vits) gpt_sovits = GptSoVits(vits, gpt) - ssl = HuBertSSLModel() + preprocessor = AudioPreprocess() ref_seq = torch.LongTensor( [ cleaned_text_to_sequence( @@ -376,19 +375,19 @@ def export(vits_path, gpt_path, project_name, voice_model_version="v2"): except: pass - torch.onnx.export(ssl, (ref_audio32k,), f"onnx/{project_name}/{project_name}_hubertssl.onnx", + torch.onnx.export(preprocessor, (ref_audio32k,), f"onnx/{project_name}/{project_name}_audio_preprocess.onnx", input_names=["audio32k"], - output_names=["hubert_ssl_output", "spectrum"], + output_names=["hubert_ssl_output", "spectrum", "sv_emb"], dynamic_axes={ - "audio32k": {0: "batch_size", 1: "sequence_length"}, - "hubert_ssl_output": {0: "batch_size", 2: "hubert_length"}, - "spectrum": {0: "batch_size", 2: "spectrum_length"} + "audio32k": {1: "sequence_length"}, + "hubert_ssl_output": {2: "hubert_length"}, + "spectrum": {2: "spectrum_length"} }) - [ssl_content, spectrum] = ssl(ref_audio32k) - gpt_sovits(ref_seq, text_seq, ref_bert, text_bert, ref_audio32k, spectrum.float(), ssl_content.float()) + [ssl_content, spectrum, sv_emb] = preprocessor(ref_audio32k) + gpt_sovits(ref_seq, text_seq, ref_bert, text_bert, ssl_content.float(), spectrum.float(), sv_emb.float()) # exit() - gpt_sovits.export(ref_seq, text_seq, ref_bert, text_bert, ref_audio32k, spectrum.float(), ssl_content.float(), project_name) + gpt_sovits.export(ref_seq, text_seq, ref_bert, text_bert, ssl_content.float(), spectrum.float(), sv_emb.float(), project_name) if voice_model_version == "v1": symbols = symbols_v1 @@ -401,11 +400,11 @@ if __name__ == "__main__": except: pass - # gpt_path = "GPT_SoVITS/pretrained_models/gsv-v2final-pretrained/s1bert25hz-5kh-longer-epoch=12-step=369668.ckpt" - # vits_path = "GPT_SoVITS/pretrained_models/gsv-v2final-pretrained/s2G2333k.pth" - # exp_path = "v2_export" - # version = "v2" - # export(vits_path, gpt_path, exp_path, version) + gpt_path = "GPT_SoVITS/pretrained_models/gsv-v2final-pretrained/s1bert25hz-5kh-longer-epoch=12-step=369668.ckpt" + vits_path = "GPT_SoVITS/pretrained_models/gsv-v2final-pretrained/s2G2333k.pth" + exp_path = "v2_export" + version = "v2" + export(vits_path, gpt_path, exp_path, version) gpt_path = "GPT_SoVITS/pretrained_models/gsv-v2final-pretrained/s1bert25hz-5kh-longer-epoch=12-step=369668.ckpt" vits_path = "GPT_SoVITS/pretrained_models/v2Pro/s2Gv2Pro.pth" @@ -413,10 +412,10 @@ if __name__ == "__main__": version = "v2Pro" export(vits_path, gpt_path, exp_path, version) - # gpt_path = "GPT_SoVITS/pretrained_models/gsv-v2final-pretrained/s1bert25hz-5kh-longer-epoch=12-step=369668.ckpt" - # vits_path = "GPT_SoVITS/pretrained_models/v2Pro/s2Gv2ProPlus.pth" - # exp_path = "v2proplus_export" - # version = "v2ProPlus" - # export(vits_path, gpt_path, exp_path, version) + gpt_path = "GPT_SoVITS/pretrained_models/gsv-v2final-pretrained/s1bert25hz-5kh-longer-epoch=12-step=369668.ckpt" + vits_path = "GPT_SoVITS/pretrained_models/v2Pro/s2Gv2ProPlus.pth" + exp_path = "v2proplus_export" + version = "v2ProPlus" + export(vits_path, gpt_path, exp_path, version) diff --git a/playground/freerun.py b/playground/freerun.py index a9b8ed14..ab21410f 100644 --- a/playground/freerun.py +++ b/playground/freerun.py @@ -7,7 +7,7 @@ import torch from TTS_infer_pack.TextPreprocessor_onnx import TextPreprocessorOnnx -MODEL_PATH = "onnx/v2pro_export/v2pro" +MODEL_PATH = "onnx/v2proplus_export/v2proplus" def audio_postprocess( audios, @@ -31,42 +31,7 @@ def audio_postprocess( return audio -# def load_and_preprocess_audio(audio_path, max_length=160000): -# """Load and preprocess audio file to 16k""" -# waveform, sample_rate = torchaudio.load(audio_path) - -# # Resample to 16kHz if needed -# if sample_rate != 16000: -# resampler = torchaudio.transforms.Resample(sample_rate, 16000) -# waveform = resampler(waveform) - -# # Take first channel -# if waveform.shape[0] > 1: -# waveform = waveform[0:1] - -# # Limit length for testing (10 seconds at 16kHz) -# if waveform.shape[1] > max_length: -# waveform = waveform[:, :max_length] - -# # make a zero tensor that has length 3200*0.3 -# zero_tensor = torch.zeros((1, 4800), dtype=torch.float32) - -# # concate zero_tensor with waveform -# waveform = torch.cat([waveform, zero_tensor], dim=1) - -# return waveform - -# def get_audio_hubert(audio_path): -# """Get HuBERT features for the audio file""" -# waveform = load_and_preprocess_audio(audio_path) -# ort_session = ort.InferenceSession("playground/hubert/chinese-hubert-base.onnx") -# ort_inputs = {ort_session.get_inputs()[0].name: waveform.numpy()} -# hubert_feature = ort_session.run(None, ort_inputs)[0].astype(np.float32) -# # transpose axis 1 and 2 with numpy -# hubert_feature = hubert_feature.transpose(0, 2, 1) -# return hubert_feature - -def load_and_preprocess_audio(audio_path): +def load_audio(audio_path): """Load and preprocess audio file to 32k""" waveform, sample_rate = torchaudio.load(audio_path) @@ -81,15 +46,13 @@ def load_and_preprocess_audio(audio_path): return waveform -def get_audio_hubert(audio_path): +def audio_preprocess(audio_path): """Get HuBERT features for the audio file""" - waveform = load_and_preprocess_audio(audio_path) - ort_session = ort.InferenceSession(MODEL_PATH + "_export_hubertssl.onnx") + waveform = load_audio(audio_path) + ort_session = ort.InferenceSession(MODEL_PATH + "_export_audio_preprocess.onnx") ort_inputs = {ort_session.get_inputs()[0].name: waveform.numpy()} - [hubert_feature, spectrum] = ort_session.run(None, ort_inputs) - # transpose axis 1 and 2 with numpy - # hubert_feature = hubert_feature.transpose(0, 2, 1) - return hubert_feature, spectrum + [hubert_feature, spectrum, sv_emb] = ort_session.run(None, ort_inputs) + return hubert_feature, spectrum, sv_emb def preprocess_text(text:str): preprocessor = TextPreprocessorOnnx("playground/bert") @@ -108,7 +71,7 @@ def preprocess_text(text:str): [ref_phones, ref_bert] = preprocess_text("今日江苏苏州荷花市集开张热闹与浪漫交织") -[audio_prompt_hubert, spectrum] = get_audio_hubert("playground/ref/audio.wav") +[audio_prompt_hubert, spectrum, sv_emb] = audio_preprocess("playground/ref/audio.wav") encoder = ort.InferenceSession(MODEL_PATH+"_export_t2s_encoder.onnx") @@ -131,7 +94,6 @@ sdec = ort.InferenceSession(MODEL_PATH+"_export_t2s_sdec.onnx") # }) -stop = False for idx in tqdm(range(1, 1500)): # [1, N] [N_layer, N, 1, 512] [N_layer, N, 1, 512] [1, N, 512] [1] [1, N, 512] [1, N] [y, k, v, y_emb, logits, samples] = sdec.run(None, { @@ -160,8 +122,8 @@ vtis = ort.InferenceSession(MODEL_PATH+"_export_vits.onnx") [audio] = vtis.run(None, { "text_seq": input_phones, "pred_semantic": pred_semantic, - "ref_audio": ref_audio, - "spectrum": spectrum.astype(np.float32) + "spectrum": spectrum.astype(np.float32), + "sv_emb": sv_emb.astype(np.float32) }) audio_postprocess([audio]) From 4e0cc570520c941e3205eb9ca8faad4d2cf56cd6 Mon Sep 17 00:00:00 2001 From: zpeng11 Date: Wed, 20 Aug 2025 20:05:07 -0400 Subject: [PATCH 14/40] update init_step name --- GPT_SoVITS/onnx_export.py | 20 ++++++++++---------- playground/freerun.py | 6 +++--- 2 files changed, 13 insertions(+), 13 deletions(-) diff --git a/GPT_SoVITS/onnx_export.py b/GPT_SoVITS/onnx_export.py index 41408059..3a940f65 100644 --- a/GPT_SoVITS/onnx_export.py +++ b/GPT_SoVITS/onnx_export.py @@ -89,7 +89,7 @@ class DictToAttrRecursive(dict): raise AttributeError(f"Attribute {item} not found") -class T2SEncoder(nn.Module): +class T2SInitStep(nn.Module): def __init__(self, t2s, vits): super().__init__() self.encoder = t2s.onnx_encoder @@ -122,7 +122,7 @@ class T2SModel(nn.Module): self.t2s_model.model.early_stop_num = torch.LongTensor([self.hz * self.max_sec]) self.t2s_model = self.t2s_model.model self.t2s_model.init_onnx() - self.onnx_encoder = T2SEncoder(self.t2s_model, self.vits_model) + self.init_step = T2SInitStep(self.t2s_model, self.vits_model) self.first_stage_decoder = self.t2s_model.first_stage_decoder self.stage_decoder = self.t2s_model.stage_decoder # self.t2s_model = torch.jit.script(self.t2s_model) @@ -131,7 +131,7 @@ class T2SModel(nn.Module): early_stop_num = self.t2s_model.early_stop_num # [1,N] [1,N] [N, 1024] [N, 1024] [1, 768, N] - y, k, v, y_emb, x_example = self.onnx_encoder(ref_seq, text_seq, ref_bert, text_bert, ssl_content) + y, k, v, y_emb, x_example = self.init_step(ref_seq, text_seq, ref_bert, text_bert, ssl_content) for idx in tqdm(range(1, 20)): # This is a fake one! do take this as reference # [1, N] [N_layer, N, 1, 512] [N_layer, N, 1, 512] [1, N, 512] [1] [1, N, 512] [1, N] @@ -144,19 +144,19 @@ class T2SModel(nn.Module): return y[:, -idx:].unsqueeze(0) def export(self, ref_seq, text_seq, ref_bert, text_bert, ssl_content, project_name, dynamo=False): - # self.onnx_encoder = torch.jit.script(self.onnx_encoder) + # self.init_step = torch.jit.script(self.init_step) if dynamo: export_options = torch.onnx.ExportOptions(dynamic_shapes=True) - onnx_encoder_export_output = torch.onnx.dynamo_export( - self.onnx_encoder, (ref_seq, text_seq, ref_bert, text_bert, ssl_content), export_options=export_options + init_step_export_output = torch.onnx.dynamo_export( + self.init_step, (ref_seq, text_seq, ref_bert, text_bert, ssl_content), export_options=export_options ) - onnx_encoder_export_output.save(f"onnx/{project_name}/{project_name}_t2s_encoder.onnx") + init_step_export_output.save(f"onnx/{project_name}/{project_name}_t2s_init_step.onnx") return torch.onnx.export( - self.onnx_encoder, + self.init_step, (ref_seq, text_seq, ref_bert, text_bert, ssl_content), - f"onnx/{project_name}/{project_name}_t2s_encoder.onnx", + f"onnx/{project_name}/{project_name}_t2s_init_step.onnx", input_names=["ref_seq", "text_seq", "ref_bert", "text_bert", "ssl_content"], output_names=["y", "k", "v", "y_emb", "x_example"], dynamic_axes={ @@ -168,7 +168,7 @@ class T2SModel(nn.Module): }, opset_version=16, ) - y, k, v, y_emb, x_example = self.onnx_encoder(ref_seq, text_seq, ref_bert, text_bert, ssl_content) + y, k, v, y_emb, x_example = self.init_step(ref_seq, text_seq, ref_bert, text_bert, ssl_content) # torch.onnx.export( # self.first_stage_decoder, diff --git a/playground/freerun.py b/playground/freerun.py index ab21410f..f169fd99 100644 --- a/playground/freerun.py +++ b/playground/freerun.py @@ -63,7 +63,7 @@ def preprocess_text(text:str): # input_phones_saved = np.load("playground/ref/input_phones.npy") # input_bert_saved = np.load("playground/ref/input_bert.npy").T.astype(np.float32) -[input_phones, input_bert] = preprocess_text("像大雨匆匆打击过的屋檐") +[input_phones, input_bert] = preprocess_text("天上的风筝在天上飞,地上的人儿在地上追") # ref_phones = np.load("playground/ref/ref_phones.npy") @@ -74,9 +74,9 @@ def preprocess_text(text:str): [audio_prompt_hubert, spectrum, sv_emb] = audio_preprocess("playground/ref/audio.wav") -encoder = ort.InferenceSession(MODEL_PATH+"_export_t2s_encoder.onnx") +init_step = ort.InferenceSession(MODEL_PATH+"_export_t2s_init_step.onnx") -[y, k, v, y_emb, x_example] = encoder.run(None, { +[y, k, v, y_emb, x_example] = init_step.run(None, { "text_seq": input_phones, "text_bert": input_bert, "ref_seq": ref_phones, From bb529e7e4a1bebfb4d4cdf9b96cb6f5623ac5967 Mon Sep 17 00:00:00 2001 From: zpeng11 Date: Wed, 20 Aug 2025 20:21:42 -0400 Subject: [PATCH 15/40] update namings --- GPT_SoVITS/onnx_export.py | 15 +++++++-------- playground/freerun.py | 12 ++++++------ 2 files changed, 13 insertions(+), 14 deletions(-) diff --git a/GPT_SoVITS/onnx_export.py b/GPT_SoVITS/onnx_export.py index 3a940f65..f0e685e7 100644 --- a/GPT_SoVITS/onnx_export.py +++ b/GPT_SoVITS/onnx_export.py @@ -157,14 +157,14 @@ class T2SModel(nn.Module): self.init_step, (ref_seq, text_seq, ref_bert, text_bert, ssl_content), f"onnx/{project_name}/{project_name}_t2s_init_step.onnx", - input_names=["ref_seq", "text_seq", "ref_bert", "text_bert", "ssl_content"], + input_names=["ref_text_phones", "input_text_phones", "ref_text_bert", "input_text_bert", "hubert_ssl_content"], output_names=["y", "k", "v", "y_emb", "x_example"], dynamic_axes={ - "ref_seq": {1: "ref_length"}, - "text_seq": {1: "text_length"}, - "ref_bert": {0: "ref_length"}, - "text_bert": {0: "text_length"}, - "ssl_content": {2: "ssl_length"}, + "ref_text_phones": {1: "ref_length"}, + "input_text_phones": {1: "text_length"}, + "ref_text_bert": {0: "ref_length"}, + "input_text_bert": {0: "text_length"}, + "hubert_ssl_content": {2: "ssl_length"}, }, opset_version=16, ) @@ -254,9 +254,8 @@ class GptSoVits(nn.Module): input_names=["text_seq", "pred_semantic", "spectrum", "sv_emb"], output_names=["audio"], dynamic_axes={ - "text_seq": {1: "text_length"}, + "input_text_phones": {1: "text_length"}, "pred_semantic": {2: "pred_length"}, - "ref_audio": {1: "audio_length"}, "spectrum": {2: "spectrum_length"}, }, opset_version=17, diff --git a/playground/freerun.py b/playground/freerun.py index f169fd99..25494ef3 100644 --- a/playground/freerun.py +++ b/playground/freerun.py @@ -77,11 +77,11 @@ def preprocess_text(text:str): init_step = ort.InferenceSession(MODEL_PATH+"_export_t2s_init_step.onnx") [y, k, v, y_emb, x_example] = init_step.run(None, { - "text_seq": input_phones, - "text_bert": input_bert, - "ref_seq": ref_phones, - "ref_bert": ref_bert, - "ssl_content": audio_prompt_hubert + "input_text_phones": input_phones, + "input_text_bert": input_bert, + "ref_text_phones": ref_phones, + "ref_text_bert": ref_bert, + "hubert_ssl_content": audio_prompt_hubert }) # fsdec = ort.InferenceSession(MODEL_PATH+"_export_t2s_fsdec.onnx") @@ -120,7 +120,7 @@ ref_audio = waveform.numpy().astype(np.float32) vtis = ort.InferenceSession(MODEL_PATH+"_export_vits.onnx") [audio] = vtis.run(None, { - "text_seq": input_phones, + "input_text_phones": input_phones, "pred_semantic": pred_semantic, "spectrum": spectrum.astype(np.float32), "sv_emb": sv_emb.astype(np.float32) From bc7fe01876eb68c0b405ec34897b6047ecfe59f1 Mon Sep 17 00:00:00 2001 From: zpeng11 Date: Wed, 20 Aug 2025 20:41:20 -0400 Subject: [PATCH 16/40] feat:update v2pro's gpt path, todo:work on v1 transform --- GPT_SoVITS/onnx_export.py | 15 +++++++++++---- 1 file changed, 11 insertions(+), 4 deletions(-) diff --git a/GPT_SoVITS/onnx_export.py b/GPT_SoVITS/onnx_export.py index f0e685e7..45d32a02 100644 --- a/GPT_SoVITS/onnx_export.py +++ b/GPT_SoVITS/onnx_export.py @@ -225,7 +225,8 @@ class VitsModel(nn.Module): ) self.vq_model.eval() self.vq_model.load_state_dict(dict_s2["weight"], strict=False) - #filter_length: 2048 sampling_rate: 32000 hop_length: 640 win_length: 2048 + # print(f"filter_length:{self.hps.data.filter_length} sampling_rate:{self.hps.data.sampling_rate} hop_length:{self.hps.data.hop_length} win_length:{self.hps.data.win_length}") + #v2 filter_length: 2048 sampling_rate: 32000 hop_length: 640 win_length: 2048 def forward(self, text_seq, pred_semantic, spectrum, sv_emb): if self.is_v2p: return self.vq_model(pred_semantic, text_seq, spectrum, sv_emb=sv_emb)[0, 0] @@ -251,7 +252,7 @@ class GptSoVits(nn.Module): self.vits, (text_seq, pred_semantic, spectrum, sv_emb), f"onnx/{project_name}/{project_name}_vits.onnx", - input_names=["text_seq", "pred_semantic", "spectrum", "sv_emb"], + input_names=["input_text_phones", "pred_semantic", "spectrum", "sv_emb"], output_names=["audio"], dynamic_axes={ "input_text_phones": {1: "text_length"}, @@ -399,19 +400,25 @@ if __name__ == "__main__": except: pass + # gpt_path = "GPT_SoVITS/pretrained_models/s1bert25hz-2kh-longer-epoch=68e-step=50232.ckpt" + # vits_path = "GPT_SoVITS/pretrained_models/s2G488k.pth" + # exp_path = "v1_export" + # version = "v1" + # export(vits_path, gpt_path, exp_path, version) + gpt_path = "GPT_SoVITS/pretrained_models/gsv-v2final-pretrained/s1bert25hz-5kh-longer-epoch=12-step=369668.ckpt" vits_path = "GPT_SoVITS/pretrained_models/gsv-v2final-pretrained/s2G2333k.pth" exp_path = "v2_export" version = "v2" export(vits_path, gpt_path, exp_path, version) - gpt_path = "GPT_SoVITS/pretrained_models/gsv-v2final-pretrained/s1bert25hz-5kh-longer-epoch=12-step=369668.ckpt" + gpt_path = "GPT_SoVITS/pretrained_models/s1v3.ckpt" vits_path = "GPT_SoVITS/pretrained_models/v2Pro/s2Gv2Pro.pth" exp_path = "v2pro_export" version = "v2Pro" export(vits_path, gpt_path, exp_path, version) - gpt_path = "GPT_SoVITS/pretrained_models/gsv-v2final-pretrained/s1bert25hz-5kh-longer-epoch=12-step=369668.ckpt" + gpt_path = "GPT_SoVITS/pretrained_models/s1v3.ckpt" vits_path = "GPT_SoVITS/pretrained_models/v2Pro/s2Gv2ProPlus.pth" exp_path = "v2proplus_export" version = "v2ProPlus" From 403c5bf320e5f12624f5b4397127c68616966193 Mon Sep 17 00:00:00 2001 From: zpeng11 Date: Wed, 20 Aug 2025 20:57:29 -0400 Subject: [PATCH 17/40] feat:v1v2 both works for export --- GPT_SoVITS/onnx_export.py | 12 ++++++------ playground/freerun.py | 6 +++--- 2 files changed, 9 insertions(+), 9 deletions(-) diff --git a/GPT_SoVITS/onnx_export.py b/GPT_SoVITS/onnx_export.py index 45d32a02..8718a815 100644 --- a/GPT_SoVITS/onnx_export.py +++ b/GPT_SoVITS/onnx_export.py @@ -206,7 +206,7 @@ class T2SModel(nn.Module): class VitsModel(nn.Module): def __init__(self, vits_path, version:str = 'v2'): super().__init__() - dict_s2 = torch.load(vits_path, map_location="cpu") + dict_s2 = torch.load(vits_path, map_location="cpu", weights_only=False) self.hps = dict_s2["config"] if dict_s2["weight"]["enc_p.text_embedding.weight"].shape[0] == 322: self.hps["model"]["version"] = "v1" @@ -400,11 +400,11 @@ if __name__ == "__main__": except: pass - # gpt_path = "GPT_SoVITS/pretrained_models/s1bert25hz-2kh-longer-epoch=68e-step=50232.ckpt" - # vits_path = "GPT_SoVITS/pretrained_models/s2G488k.pth" - # exp_path = "v1_export" - # version = "v1" - # export(vits_path, gpt_path, exp_path, version) + gpt_path = "GPT_SoVITS/pretrained_models/s1bert25hz-2kh-longer-epoch=68e-step=50232.ckpt" + vits_path = "GPT_SoVITS/pretrained_models/s2G488k.pth" + exp_path = "v1_export" + version = "v1" + export(vits_path, gpt_path, exp_path, version) gpt_path = "GPT_SoVITS/pretrained_models/gsv-v2final-pretrained/s1bert25hz-5kh-longer-epoch=12-step=369668.ckpt" vits_path = "GPT_SoVITS/pretrained_models/gsv-v2final-pretrained/s2G2333k.pth" diff --git a/playground/freerun.py b/playground/freerun.py index 25494ef3..5733f253 100644 --- a/playground/freerun.py +++ b/playground/freerun.py @@ -7,7 +7,7 @@ import torch from TTS_infer_pack.TextPreprocessor_onnx import TextPreprocessorOnnx -MODEL_PATH = "onnx/v2proplus_export/v2proplus" +MODEL_PATH = "onnx/v1_export/v1" def audio_postprocess( audios, @@ -56,7 +56,7 @@ def audio_preprocess(audio_path): def preprocess_text(text:str): preprocessor = TextPreprocessorOnnx("playground/bert") - [phones, bert_features, norm_text] = preprocessor.segment_and_extract_feature_for_text(text, 'all_zh', 'v2') + [phones, bert_features, norm_text] = preprocessor.segment_and_extract_feature_for_text(text, 'all_zh', 'v1') phones = np.expand_dims(np.array(phones, dtype=np.int64), axis=0) return phones, bert_features.T.astype(np.float32) @@ -123,7 +123,7 @@ vtis = ort.InferenceSession(MODEL_PATH+"_export_vits.onnx") "input_text_phones": input_phones, "pred_semantic": pred_semantic, "spectrum": spectrum.astype(np.float32), - "sv_emb": sv_emb.astype(np.float32) + # "sv_emb": sv_emb.astype(np.float32) }) audio_postprocess([audio]) From 16d30ce1e43d7c7f40a9f8877fb32db5faf523f7 Mon Sep 17 00:00:00 2001 From: zpeng11 Date: Thu, 21 Aug 2025 00:34:56 -0400 Subject: [PATCH 18/40] feat:get ready for if node merge --- GPT_SoVITS/onnx_export.py | 121 +++++++++--------- playground/freerun.py | 10 +- playground/onnx_if_node_test.py | 214 ++++++++++++++++++++++++++++++++ 3 files changed, 282 insertions(+), 63 deletions(-) create mode 100644 playground/onnx_if_node_test.py diff --git a/GPT_SoVITS/onnx_export.py b/GPT_SoVITS/onnx_export.py index 8718a815..cb167752 100644 --- a/GPT_SoVITS/onnx_export.py +++ b/GPT_SoVITS/onnx_export.py @@ -6,7 +6,7 @@ from feature_extractor import cnhubert from module.models_onnx import SynthesizerTrn, symbols_v1, symbols_v2 from torch import nn from sv import SV - +import onnx cnhubert_base_path = "GPT_SoVITS/pretrained_models/chinese-hubert-base" from transformers import HubertModel, HubertConfig import json @@ -103,9 +103,20 @@ class T2SInitStep(nn.Module): all_phoneme_ids = torch.cat([ref_seq, text_seq], 1) bert = bert.unsqueeze(0) prompt = prompt_semantic.unsqueeze(0) - return self.fsdc(self.encoder(all_phoneme_ids, bert), prompt) - + [y, k, v, y_emb, x_example] = self.fsdc(self.encoder(all_phoneme_ids, bert), prompt) + fake_logits = torch.randn((1, 1025)) # Dummy logits for ONNX export + fake_samples = torch.randn((1, 1)) # Dummy samples for ONNX export + return y, k, v, y_emb, x_example, fake_logits, fake_samples +class T2SStageStep(nn.Module): + def __init__(self, stage_decoder): + super().__init__() + self.stage_decoder = stage_decoder + + def forward(self, iy, ik, iv, iy_emb, ix_example): + [y, k, v, y_emb, logits, samples] = self.stage_decoder(iy, ik, iv, iy_emb, ix_example) + fake_x_example = torch.randn((1, 512)) # Dummy x_example for ONNX export + return y, k, v, y_emb, fake_x_example, logits, samples class T2SModel(nn.Module): def __init__(self, t2s_path, vits_model): @@ -131,12 +142,13 @@ class T2SModel(nn.Module): early_stop_num = self.t2s_model.early_stop_num # [1,N] [1,N] [N, 1024] [N, 1024] [1, 768, N] - y, k, v, y_emb, x_example = self.init_step(ref_seq, text_seq, ref_bert, text_bert, ssl_content) + y, k, v, y_emb, x_example, fake_logits, fake_samples = self.init_step(ref_seq, text_seq, ref_bert, text_bert, ssl_content) for idx in tqdm(range(1, 20)): # This is a fake one! do take this as reference # [1, N] [N_layer, N, 1, 512] [N_layer, N, 1, 512] [1, N, 512] [1] [1, N, 512] [1, N] enco = self.stage_decoder(y, k, v, y_emb, x_example) y, k, v, y_emb, logits, samples = enco + print(logits.shape, samples.shape) if torch.argmax(logits, dim=-1)[0] == self.t2s_model.EOS or samples[0, 0] == self.t2s_model.EOS: break y[0, -1] = 0 @@ -158,7 +170,7 @@ class T2SModel(nn.Module): (ref_seq, text_seq, ref_bert, text_bert, ssl_content), f"onnx/{project_name}/{project_name}_t2s_init_step.onnx", input_names=["ref_text_phones", "input_text_phones", "ref_text_bert", "input_text_bert", "hubert_ssl_content"], - output_names=["y", "k", "v", "y_emb", "x_example"], + output_names=["y", "k", "v", "y_emb", "x_example", 'logits', 'samples'], dynamic_axes={ "ref_text_phones": {1: "ref_length"}, "input_text_phones": {1: "text_length"}, @@ -168,35 +180,22 @@ class T2SModel(nn.Module): }, opset_version=16, ) - y, k, v, y_emb, x_example = self.init_step(ref_seq, text_seq, ref_bert, text_bert, ssl_content) - - # torch.onnx.export( - # self.first_stage_decoder, - # (x, prompts), - # f"onnx/{project_name}/{project_name}_t2s_fsdec.onnx", - # input_names=["x", "prompts"], - # output_names=["y", "k", "v", "y_emb", "x_example"], - # dynamic_axes={ - # "x": {1: "x_length"}, - # "prompts": {1: "prompts_length"}, - # }, - # verbose=False, - # opset_version=16, - # ) - # y, k, v, y_emb, x_example = self.first_stage_decoder(x, prompts) + y, k, v, y_emb, x_example, fake_logits, fake_samples = self.init_step(ref_seq, text_seq, ref_bert, text_bert, ssl_content) + stage_step = T2SStageStep(self.stage_decoder) torch.onnx.export( - self.stage_decoder, + stage_step, (y, k, v, y_emb, x_example), f"onnx/{project_name}/{project_name}_t2s_sdec.onnx", input_names=["iy", "ik", "iv", "iy_emb", "ix_example"], - output_names=["y", "k", "v", "y_emb", "logits", "samples"], + output_names=["y", "k", "v", "y_emb","x_example", "logits", "samples"], dynamic_axes={ "iy": {1: "iy_length"}, "ik": {1: "ik_length"}, "iv": {1: "iv_length"}, "iy_emb": {1: "iy_emb_length"}, "ix_example": {1: "ix_example_length"}, + "x_example": {1: "x_example_length"} }, verbose=False, opset_version=16, @@ -303,6 +302,20 @@ class AudioPreprocess(nn.Module): return ssl_content, spectrum, sv_emb +# def combineInitStepAndStageStep(init_step_onnx_path, stage_step_onnx_path): +# init_step_model = onnx.load(init_step_onnx_path) +# stage_step_model = onnx.load(stage_step_onnx_path) + +# # Combine the models (this is a simplified example; actual combination logic may vary) +# combined_graph = helper.make_graph( +# nodes=init_step_model.graph.node + stage_step_model.graph.node, +# name="combined_graph", +# inputs=init_step_model.graph.input, +# outputs=stage_step_model.graph.output +# ) + +# combined_model = helper.make_model(combined_graph, producer_name='onnx-combiner') +# onnx.save(combined_model, f"onnx/{project_name}/{project_name}_combined.onnx") def export(vits_path, gpt_path, project_name, voice_model_version="v2"): vits = VitsModel(vits_path, version=voice_model_version) @@ -366,33 +379,23 @@ def export(vits_path, gpt_path, project_name, voice_model_version="v2"): ) ref_bert = torch.randn((ref_seq.shape[1], 1024)).float() text_bert = torch.randn((text_seq.shape[1], 1024)).float() - ref_audio = torch.randn((1, 48000 * 5)).float() - # ref_audio = torch.tensor([load_audio("rec.wav", 48000)]).float() - ref_audio32k = torchaudio.functional.resample(ref_audio, 48000, 32000).float() + ref_audio32k = torch.randn((1, 32000 * 5)).float() - 0.5 - try: - os.mkdir(f"onnx/{project_name}") - except: - pass - - torch.onnx.export(preprocessor, (ref_audio32k,), f"onnx/{project_name}/{project_name}_audio_preprocess.onnx", - input_names=["audio32k"], - output_names=["hubert_ssl_output", "spectrum", "sv_emb"], - dynamic_axes={ - "audio32k": {1: "sequence_length"}, - "hubert_ssl_output": {2: "hubert_length"}, - "spectrum": {2: "spectrum_length"} - }) + os.makedirs(f"onnx/{project_name}", exist_ok=True) [ssl_content, spectrum, sv_emb] = preprocessor(ref_audio32k) gpt_sovits(ref_seq, text_seq, ref_bert, text_bert, ssl_content.float(), spectrum.float(), sv_emb.float()) # exit() gpt_sovits.export(ref_seq, text_seq, ref_bert, text_bert, ssl_content.float(), spectrum.float(), sv_emb.float(), project_name) - if voice_model_version == "v1": - symbols = symbols_v1 - else: - symbols = symbols_v2 + torch.onnx.export(preprocessor, (ref_audio32k,), f"onnx/{project_name}/{project_name}_audio_preprocess.onnx", + input_names=["audio32k"], + output_names=["hubert_ssl_output", "spectrum", "sv_emb"], + dynamic_axes={ + "audio32k": {1: "sequence_length"}, + "hubert_ssl_output": {2: "hubert_length"}, + "spectrum": {2: "spectrum_length"} + }) if __name__ == "__main__": try: @@ -400,23 +403,25 @@ if __name__ == "__main__": except: pass - gpt_path = "GPT_SoVITS/pretrained_models/s1bert25hz-2kh-longer-epoch=68e-step=50232.ckpt" - vits_path = "GPT_SoVITS/pretrained_models/s2G488k.pth" - exp_path = "v1_export" - version = "v1" - export(vits_path, gpt_path, exp_path, version) - gpt_path = "GPT_SoVITS/pretrained_models/gsv-v2final-pretrained/s1bert25hz-5kh-longer-epoch=12-step=369668.ckpt" - vits_path = "GPT_SoVITS/pretrained_models/gsv-v2final-pretrained/s2G2333k.pth" - exp_path = "v2_export" - version = "v2" - export(vits_path, gpt_path, exp_path, version) - gpt_path = "GPT_SoVITS/pretrained_models/s1v3.ckpt" - vits_path = "GPT_SoVITS/pretrained_models/v2Pro/s2Gv2Pro.pth" - exp_path = "v2pro_export" - version = "v2Pro" - export(vits_path, gpt_path, exp_path, version) + # gpt_path = "GPT_SoVITS/pretrained_models/s1bert25hz-2kh-longer-epoch=68e-step=50232.ckpt" + # vits_path = "GPT_SoVITS/pretrained_models/s2G488k.pth" + # exp_path = "v1_export" + # version = "v1" + # export(vits_path, gpt_path, exp_path, version) + + # gpt_path = "GPT_SoVITS/pretrained_models/gsv-v2final-pretrained/s1bert25hz-5kh-longer-epoch=12-step=369668.ckpt" + # vits_path = "GPT_SoVITS/pretrained_models/gsv-v2final-pretrained/s2G2333k.pth" + # exp_path = "v2_export" + # version = "v2" + # export(vits_path, gpt_path, exp_path, version) + + # gpt_path = "GPT_SoVITS/pretrained_models/s1v3.ckpt" + # vits_path = "GPT_SoVITS/pretrained_models/v2Pro/s2Gv2Pro.pth" + # exp_path = "v2pro_export" + # version = "v2Pro" + # export(vits_path, gpt_path, exp_path, version) gpt_path = "GPT_SoVITS/pretrained_models/s1v3.ckpt" vits_path = "GPT_SoVITS/pretrained_models/v2Pro/s2Gv2ProPlus.pth" diff --git a/playground/freerun.py b/playground/freerun.py index 5733f253..de82d52b 100644 --- a/playground/freerun.py +++ b/playground/freerun.py @@ -7,7 +7,7 @@ import torch from TTS_infer_pack.TextPreprocessor_onnx import TextPreprocessorOnnx -MODEL_PATH = "onnx/v1_export/v1" +MODEL_PATH = "onnx/v2proplus_export/v2proplus" def audio_postprocess( audios, @@ -56,7 +56,7 @@ def audio_preprocess(audio_path): def preprocess_text(text:str): preprocessor = TextPreprocessorOnnx("playground/bert") - [phones, bert_features, norm_text] = preprocessor.segment_and_extract_feature_for_text(text, 'all_zh', 'v1') + [phones, bert_features, norm_text] = preprocessor.segment_and_extract_feature_for_text(text, 'all_zh', 'v2') phones = np.expand_dims(np.array(phones, dtype=np.int64), axis=0) return phones, bert_features.T.astype(np.float32) @@ -76,7 +76,7 @@ def preprocess_text(text:str): init_step = ort.InferenceSession(MODEL_PATH+"_export_t2s_init_step.onnx") -[y, k, v, y_emb, x_example] = init_step.run(None, { +[y, k, v, y_emb, x_example, fake_logits, fake_samples] = init_step.run(None, { "input_text_phones": input_phones, "input_text_bert": input_bert, "ref_text_phones": ref_phones, @@ -96,7 +96,7 @@ sdec = ort.InferenceSession(MODEL_PATH+"_export_t2s_sdec.onnx") for idx in tqdm(range(1, 1500)): # [1, N] [N_layer, N, 1, 512] [N_layer, N, 1, 512] [1, N, 512] [1] [1, N, 512] [1, N] - [y, k, v, y_emb, logits, samples] = sdec.run(None, { + [y, k, v, y_emb, fake_x_example, logits, samples] = sdec.run(None, { "iy": y, "ik": k, "iv": v, @@ -123,7 +123,7 @@ vtis = ort.InferenceSession(MODEL_PATH+"_export_vits.onnx") "input_text_phones": input_phones, "pred_semantic": pred_semantic, "spectrum": spectrum.astype(np.float32), - # "sv_emb": sv_emb.astype(np.float32) + "sv_emb": sv_emb.astype(np.float32) }) audio_postprocess([audio]) diff --git a/playground/onnx_if_node_test.py b/playground/onnx_if_node_test.py new file mode 100644 index 00000000..0497f1a5 --- /dev/null +++ b/playground/onnx_if_node_test.py @@ -0,0 +1,214 @@ +import torch +import torch.nn as nn +import onnx +import onnxruntime as ort +from onnx import helper, TensorProto +import numpy as np +import os + +# Define file paths +PLAYGROUND_DIR = "playground" +MODEL_A_PATH = os.path.join(PLAYGROUND_DIR, "a.onnx") +MODEL_B_PATH = os.path.join(PLAYGROUND_DIR, "b.onnx") +MODEL_C_PATH = os.path.join(PLAYGROUND_DIR, "c.onnx") + +# --- 1. Create two simple PyTorch modules --- + +class ModelA(nn.Module): + """This model adds 1 to the input.""" + def forward(self, x): + return x + 1.0 + +class ModelB(nn.Module): + """This model multiplies the input by 2.""" + def forward(self, x): + return x * 2.0 + +def create_and_export_models(): + """Creates two nn.Modules and exports them to ONNX.""" + print("Step 1: Creating and exporting PyTorch models A and B...") + os.makedirs(PLAYGROUND_DIR, exist_ok=True) + + # Define a dummy input with a dynamic axis + batch_size = 1 + sequence_length = 10 # This dimension will be dynamic + features = 4 + dummy_input = torch.randn(batch_size, sequence_length, features) + + # Export Model A + print(f"Exporting Model A to {MODEL_A_PATH}") + torch.onnx.export( + ModelA(), + dummy_input, + MODEL_A_PATH, + input_names=['inputA'], + output_names=['output'], + dynamic_axes={'inputA': {1: 'sequenceA'}, 'output': {1: 'sequence'}}, + opset_version=11 # If node requires opset >= 11 + ) + + # Export Model B + print(f"Exporting Model B to {MODEL_B_PATH}") + torch.onnx.export( + ModelB(), + dummy_input, + MODEL_B_PATH, + input_names=['inputB'], + output_names=['output'], + dynamic_axes={'inputB': {1: 'sequenceB'}, 'output': {1: 'sequence'}}, + opset_version=11 + ) + print("Models A and B exported successfully.") + +def combine_models_with_if(): + """ + Reads two ONNX models and combines them into a third model + using an 'If' operator. + """ + print("\nStep 2: Combining models A and B into C with an 'If' node...") + + # Load the two exported ONNX models + model_a = onnx.load(MODEL_A_PATH) + model_b = onnx.load(MODEL_B_PATH) + + # The graphs for the 'then' and 'else' branches of the 'If' operator + then_graph = model_a.graph + then_graph.name = "then_branch_graph" + else_graph = model_b.graph + else_graph.name = "else_branch_graph" + + # The data input for the main graph is defined here. + # We take it from one of the original models. + data_inputA = model_a.graph.input[0] + data_inputB = model_b.graph.input[0] + + # For some onnxruntime versions, subgraphs should not have their own + # explicit 'input' list if the inputs are captured from the parent graph. + # We clear the input lists of the subgraphs to force implicit capture. + del then_graph.input[:] + del else_graph.input[:] + + # The output names of the subgraphs must be the same. + # The 'If' node will have an output with this same name. + subgraph_output_name = model_a.graph.output[0].name + assert subgraph_output_name == model_b.graph.output[0].name, "Subgraph output names must match" + + + # Define the inputs for the main graph + # 1. The boolean condition to select the branch + cond_input = helper.make_tensor_value_info('if_use_a', TensorProto.BOOL, []) + + # The main graph's output is the output from the 'If' node. + # We can use the ValueInfoProto from one of the subgraphs directly. + main_output = model_a.graph.output[0] + + # Create the 'If' node + if_node = helper.make_node( + 'If', + inputs=['if_use_a'], + outputs=[subgraph_output_name], # This name MUST match the subgraph's output name + then_branch=then_graph, + else_branch=else_graph + ) + + # Create the main graph containing the 'If' node. Its inputs are the condition + # AND the data that the subgraphs will capture. + main_graph = helper.make_graph( + nodes=[if_node], + name='if_main_graph', + inputs=[cond_input, data_inputA, data_inputB], + outputs=[main_output] + ) + + # Create the final combined model, specifying the opset and IR version + opset_version = 16 + final_model = helper.make_model(main_graph, + producer_name='onnx-if-combiner', + ir_version=9, # For compatibility with older onnxruntime + opset_imports=[helper.make_opsetid("", opset_version)]) + + # Check the model for correctness + onnx.checker.check_model(final_model) + + # Save the combined model + onnx.save(final_model, MODEL_C_PATH) + print(f"Combined model C saved to {MODEL_C_PATH}") + +def verify_combined_model(): + """ + Loads the combined ONNX model and runs inference to verify + that the 'If' branching and dynamic shapes work correctly. + """ + print("\nStep 3: Verifying the combined model C...") + sess = ort.InferenceSession(MODEL_C_PATH) + + # --- Test Case 1: Select Model A (if_use_a = True) --- + print("\n--- Verifying 'then' branch (Model A) ---") + use_a = np.array(True) + # Use a different sequence length to test dynamic axis + test_seq_len_a = 15 + test_seq_len_b = 10 + input_data_a = np.random.randn(1, test_seq_len_a, 4).astype(np.float32) + input_data_b = np.random.randn(1, test_seq_len_a, 4).astype(np.float32) + + # Run inference + outputs = sess.run( + None, + {'if_use_a': use_a, 'inputA': input_data_a, 'inputB': input_data_b} + ) + result_a = outputs[0] + + # Calculate expected output from Model A + expected_a = input_data_a + 1.0 + + # Verify the output and shape + np.testing.assert_allclose(result_a, expected_a, rtol=1e-5, atol=1e-5) + assert result_a.shape[1] == test_seq_len_a, "Dynamic shape failed for branch A" + print("✅ Branch A (if_use_a=True) works correctly.") + print(f"✅ Dynamic shape test passed (input seq_len={test_seq_len_a}, output seq_len={result_a.shape[1]})") + + # --- Test Case 2: Select Model B (if_use_a = False) --- + print("\n--- Verifying 'else' branch (Model B) ---") + use_b = np.array(False) + # Use another sequence length + test_seq_len_a = 8 + test_seq_len_b = 5 + input_data_a = np.random.randn(1, test_seq_len_a, 4).astype(np.float32) + input_data_b = np.random.randn(1, test_seq_len_b, 4).astype(np.float32) + + # Run inference + outputs = sess.run( + None, + {'if_use_a': use_b, 'inputA': input_data_a, 'inputB': input_data_b} + ) + result_b = outputs[0] + + # Calculate expected output from Model B + expected_b = input_data_b * 2.0 + + # Verify the output and shape + np.testing.assert_allclose(result_b, expected_b, rtol=1e-5, atol=1e-5) + assert result_b.shape[1] == test_seq_len_b, "Dynamic shape failed for branch B" + print("✅ Branch B (if_use_a=False) works correctly.") + print(f"✅ Dynamic shape test passed (input seq_len={test_seq_len_b}, output seq_len={result_b.shape[1]})") + +def cleanup(): + """Removes the intermediate ONNX files.""" + print("\nCleaning up intermediate files...") + for path in [MODEL_A_PATH, MODEL_B_PATH]: + if os.path.exists(path): + os.remove(path) + print(f"Removed {path}") + +def main(): + """Main function to run the entire process.""" + try: + create_and_export_models() + combine_models_with_if() + verify_combined_model() + finally: + cleanup() + print("\nAll steps completed successfully!") + +if __name__ == "__main__": + main() From 77794a592331d6541ceef431fabbbca5d70156d8 Mon Sep 17 00:00:00 2001 From: zpeng11 Date: Thu, 21 Aug 2025 01:52:34 -0400 Subject: [PATCH 19/40] feat:export onnx with combined graph ready, todo:link weights in onnx graph --- GPT_SoVITS/onnx_export.py | 78 ++++++++++++++++++++++++++++++--------- playground/freerun.py | 30 ++++++++------- 2 files changed, 77 insertions(+), 31 deletions(-) diff --git a/GPT_SoVITS/onnx_export.py b/GPT_SoVITS/onnx_export.py index cb167752..c0b535e2 100644 --- a/GPT_SoVITS/onnx_export.py +++ b/GPT_SoVITS/onnx_export.py @@ -7,12 +7,10 @@ from module.models_onnx import SynthesizerTrn, symbols_v1, symbols_v2 from torch import nn from sv import SV import onnx +from onnx import helper, TensorProto cnhubert_base_path = "GPT_SoVITS/pretrained_models/chinese-hubert-base" from transformers import HubertModel, HubertConfig -import json import os - -import soundfile from tqdm import tqdm from text import cleaned_text_to_sequence @@ -104,8 +102,8 @@ class T2SInitStep(nn.Module): bert = bert.unsqueeze(0) prompt = prompt_semantic.unsqueeze(0) [y, k, v, y_emb, x_example] = self.fsdc(self.encoder(all_phoneme_ids, bert), prompt) - fake_logits = torch.randn((1, 1025)) # Dummy logits for ONNX export - fake_samples = torch.randn((1, 1)) # Dummy samples for ONNX export + fake_logits = torch.randn((1, 1025), dtype=torch.float32) # Dummy logits for ONNX export + fake_samples = torch.zeros((1, 1), dtype=torch.int32) # Dummy samples for ONNX export return y, k, v, y_emb, x_example, fake_logits, fake_samples class T2SStageStep(nn.Module): @@ -115,7 +113,7 @@ class T2SStageStep(nn.Module): def forward(self, iy, ik, iv, iy_emb, ix_example): [y, k, v, y_emb, logits, samples] = self.stage_decoder(iy, ik, iv, iy_emb, ix_example) - fake_x_example = torch.randn((1, 512)) # Dummy x_example for ONNX export + fake_x_example = torch.randn((1, 512), dtype=torch.float32) # Dummy x_example for ONNX export return y, k, v, y_emb, fake_x_example, logits, samples class T2SModel(nn.Module): @@ -302,20 +300,63 @@ class AudioPreprocess(nn.Module): return ssl_content, spectrum, sv_emb -# def combineInitStepAndStageStep(init_step_onnx_path, stage_step_onnx_path): -# init_step_model = onnx.load(init_step_onnx_path) -# stage_step_model = onnx.load(stage_step_onnx_path) +def combineInitStepAndStageStep(init_step_onnx_path, stage_step_onnx_path, combined_onnx_path): + init_step_model = onnx.load(init_step_onnx_path) + stage_step_model = onnx.load(stage_step_onnx_path) -# # Combine the models (this is a simplified example; actual combination logic may vary) -# combined_graph = helper.make_graph( -# nodes=init_step_model.graph.node + stage_step_model.graph.node, -# name="combined_graph", -# inputs=init_step_model.graph.input, -# outputs=stage_step_model.graph.output -# ) + then_graph = init_step_model.graph + then_graph.name = "init_step_graph" + else_graph = stage_step_model.graph + else_graph.name = "stage_step_graph" -# combined_model = helper.make_model(combined_graph, producer_name='onnx-combiner') -# onnx.save(combined_model, f"onnx/{project_name}/{project_name}_combined.onnx") + data_inputs_init = [input for input in init_step_model.graph.input] + data_inputs_stage = [input for input in stage_step_model.graph.input] + + del then_graph.input[:] + del else_graph.input[:] + + # The output names of the subgraphs must be the same. + # The 'If' node will have an output with this same name. + subgraph_output_names = [output.name for output in then_graph.output] + for i, output in enumerate(else_graph.output): + assert subgraph_output_names[i] == output.name, "Subgraph output names must match" + + # Define the inputs for the main graph + # 1. The boolean condition to select the branch + cond_input = helper.make_tensor_value_info('if_init_step', TensorProto.BOOL, []) + + main_outputs = [output for output in init_step_model.graph.output] + + # Create the 'If' node + if_node = helper.make_node( + 'If', + inputs=['if_init_step'], + outputs=subgraph_output_names, # This name MUST match the subgraph's output name + then_branch=then_graph, + else_branch=else_graph + ) + + # Combine the models (this is a simplified example; actual combination logic may vary) + main_graph = helper.make_graph( + nodes=[if_node], + name="t2s_combined_graph", + inputs=[cond_input] + data_inputs_init + data_inputs_stage, + outputs=main_outputs + ) + + # Create the final combined model, specifying the opset and IR version + opset_version = 16 + final_model = helper.make_model(main_graph, + producer_name='GSV-ONNX-Exporter', + ir_version=9, # For compatibility with older onnxruntime + opset_imports=[helper.make_opsetid("", opset_version)]) + # Check the model for correctness + onnx.checker.check_model(final_model) + + # Save the combined model + onnx.save(final_model, combined_onnx_path) + print(f"Combined model saved to {combined_onnx_path}") + def export(vits_path, gpt_path, project_name, voice_model_version="v2"): vits = VitsModel(vits_path, version=voice_model_version) @@ -428,5 +469,6 @@ if __name__ == "__main__": exp_path = "v2proplus_export" version = "v2ProPlus" export(vits_path, gpt_path, exp_path, version) + combineInitStepAndStageStep('onnx/v2proplus_export/v2proplus_export_t2s_init_step.onnx', 'onnx/v2proplus_export/v2proplus_export_t2s_sdec.onnx', 'onnx/v2proplus_export/v2proplus_export_t2s_combined.onnx') diff --git a/playground/freerun.py b/playground/freerun.py index de82d52b..ffd80028 100644 --- a/playground/freerun.py +++ b/playground/freerun.py @@ -63,7 +63,7 @@ def preprocess_text(text:str): # input_phones_saved = np.load("playground/ref/input_phones.npy") # input_bert_saved = np.load("playground/ref/input_bert.npy").T.astype(np.float32) -[input_phones, input_bert] = preprocess_text("天上的风筝在天上飞,地上的人儿在地上追") +[input_phones, input_bert] = preprocess_text("地上的人儿吵吵闹闹在地上追") # ref_phones = np.load("playground/ref/ref_phones.npy") @@ -74,29 +74,33 @@ def preprocess_text(text:str): [audio_prompt_hubert, spectrum, sv_emb] = audio_preprocess("playground/ref/audio.wav") -init_step = ort.InferenceSession(MODEL_PATH+"_export_t2s_init_step.onnx") +t2s_combined = ort.InferenceSession(MODEL_PATH+"_export_t2s_combined.onnx") -[y, k, v, y_emb, x_example, fake_logits, fake_samples] = init_step.run(None, { +[y, k, v, y_emb, x_example, fake_logits, fake_samples] = t2s_combined.run(None, { + "if_init_step": np.array(True, dtype=bool), "input_text_phones": input_phones, "input_text_bert": input_bert, "ref_text_phones": ref_phones, "ref_text_bert": ref_bert, - "hubert_ssl_content": audio_prompt_hubert + "hubert_ssl_content": audio_prompt_hubert, + "iy":np.empty((1, 0), dtype=np.int64), + "ik":np.empty((24, 0, 1, 512), dtype=np.float32), + "iv":np.empty((24, 0, 1, 512), dtype=np.float32), + "iy_emb":np.empty((1, 0, 512), dtype=np.float32), + "ix_example":np.empty((1, 0), dtype=np.float32) }) -# fsdec = ort.InferenceSession(MODEL_PATH+"_export_t2s_fsdec.onnx") -sdec = ort.InferenceSession(MODEL_PATH+"_export_t2s_sdec.onnx") - -# for i in tqdm(range(10000)): -# [y, k, v, y_emb, x_example] = fsdec.run(None, { -# "x": x, -# "prompts": prompts -# }) for idx in tqdm(range(1, 1500)): # [1, N] [N_layer, N, 1, 512] [N_layer, N, 1, 512] [1, N, 512] [1] [1, N, 512] [1, N] - [y, k, v, y_emb, fake_x_example, logits, samples] = sdec.run(None, { + [y, k, v, y_emb, fake_x_example, logits, samples] = t2s_combined.run(None, { + "if_init_step": np.array(False, dtype=bool), + "input_text_phones": np.empty((1, 0), dtype=np.int64), + "input_text_bert": np.empty((0, 1024), dtype=np.float32), + "ref_text_phones": np.empty((1, 0), dtype=np.int64), + "ref_text_bert": np.empty((0, 1024), dtype=np.float32), + "hubert_ssl_content": np.empty((1, 768, 0), dtype=np.float32), "iy": y, "ik": k, "iv": v, From e8fdf472c0c41a5bc0bf36dddb78c8b801bae090 Mon Sep 17 00:00:00 2001 From: zpeng11 Date: Thu, 21 Aug 2025 22:23:50 -0400 Subject: [PATCH 20/40] feat:onnx friendly loop with same function --- GPT_SoVITS/module/core_vq.py | 18 +++++++++++++----- 1 file changed, 13 insertions(+), 5 deletions(-) diff --git a/GPT_SoVITS/module/core_vq.py b/GPT_SoVITS/module/core_vq.py index b7dab317..876a6984 100644 --- a/GPT_SoVITS/module/core_vq.py +++ b/GPT_SoVITS/module/core_vq.py @@ -357,9 +357,17 @@ class ResidualVectorQuantization(nn.Module): return out_indices def decode(self, q_indices: torch.Tensor, st: int = 0) -> torch.Tensor: - quantized_out = torch.tensor(0.0, device=q_indices.device) - for i, indices in enumerate(q_indices): - layer = self.layers[st + i] - quantized = layer.decode(indices) - quantized_out = quantized_out + quantized + # ONNX-friendly approach: use unbind instead of enumerate loop + indices_list = torch.unbind(q_indices, dim=0) + quantized_list = [] + + for i, indices in enumerate(indices_list): + if st + i < len(self.layers): + layer = self.layers[st + i] + quantized = layer.decode(indices) + quantized_list.append(quantized) + + # Stack and sum instead of iterative addition + quantized_out = torch.stack(quantized_list, dim=0).sum(dim=0) + return quantized_out From 63cbb6efa761a633d971c2af66a9e4bf60da3f31 Mon Sep 17 00:00:00 2001 From: zpeng11 Date: Fri, 22 Aug 2025 01:36:58 -0400 Subject: [PATCH 21/40] verified audio, text, synthesizer all working, todo:dig into t2s for error --- GPT_SoVITS/onnx_export.py | 35 ++++++++++++++--------------------- playground/freerun.py | 19 ++++++++----------- 2 files changed, 22 insertions(+), 32 deletions(-) diff --git a/GPT_SoVITS/onnx_export.py b/GPT_SoVITS/onnx_export.py index c0b535e2..87ea5e70 100644 --- a/GPT_SoVITS/onnx_export.py +++ b/GPT_SoVITS/onnx_export.py @@ -264,17 +264,9 @@ class GptSoVits(nn.Module): class AudioPreprocess(nn.Module): def __init__(self): super().__init__() - self.config = HubertConfig.from_pretrained(cnhubert_base_path) - self.config._attn_implementation = "eager" # Use standard attention - self.config.apply_spec_augment = False # Disable masking for inference - self.config.layerdrop = 0.0 # Disable layer dropout # Load the model - self.model = HubertModel.from_pretrained( - cnhubert_base_path, - config=self.config, - local_files_only=True - ) + self.model = HubertModel.from_pretrained(cnhubert_base_path, local_files_only=True) self.model.eval() self.sv_model = SV("cpu", False) @@ -292,7 +284,7 @@ class AudioPreprocess(nn.Module): sv_emb = self.sv_model.compute_embedding3_onnx(ref_audio_16k) - zero_tensor = torch.zeros((1, 4800), dtype=torch.float32) + zero_tensor = torch.zeros((1, 9600), dtype=torch.float32) ref_audio_16k = ref_audio_16k.unsqueeze(0) # concate zero_tensor with waveform ref_audio_16k = torch.cat([ref_audio_16k, zero_tensor], dim=1) @@ -452,11 +444,12 @@ if __name__ == "__main__": # version = "v1" # export(vits_path, gpt_path, exp_path, version) - # gpt_path = "GPT_SoVITS/pretrained_models/gsv-v2final-pretrained/s1bert25hz-5kh-longer-epoch=12-step=369668.ckpt" - # vits_path = "GPT_SoVITS/pretrained_models/gsv-v2final-pretrained/s2G2333k.pth" - # exp_path = "v2_export" - # version = "v2" - # export(vits_path, gpt_path, exp_path, version) + gpt_path = "GPT_SoVITS/pretrained_models/gsv-v2final-pretrained/s1bert25hz-5kh-longer-epoch=12-step=369668.ckpt" + vits_path = "GPT_SoVITS/pretrained_models/gsv-v2final-pretrained/s2G2333k.pth" + exp_path = "v2_export" + version = "v2" + export(vits_path, gpt_path, exp_path, version) + combineInitStepAndStageStep('onnx/v2_export/v2_export_t2s_init_step.onnx', 'onnx/v2_export/v2_export_t2s_sdec.onnx', 'onnx/v2_export/v2_export_t2s_combined.onnx') # gpt_path = "GPT_SoVITS/pretrained_models/s1v3.ckpt" # vits_path = "GPT_SoVITS/pretrained_models/v2Pro/s2Gv2Pro.pth" @@ -464,11 +457,11 @@ if __name__ == "__main__": # version = "v2Pro" # export(vits_path, gpt_path, exp_path, version) - gpt_path = "GPT_SoVITS/pretrained_models/s1v3.ckpt" - vits_path = "GPT_SoVITS/pretrained_models/v2Pro/s2Gv2ProPlus.pth" - exp_path = "v2proplus_export" - version = "v2ProPlus" - export(vits_path, gpt_path, exp_path, version) - combineInitStepAndStageStep('onnx/v2proplus_export/v2proplus_export_t2s_init_step.onnx', 'onnx/v2proplus_export/v2proplus_export_t2s_sdec.onnx', 'onnx/v2proplus_export/v2proplus_export_t2s_combined.onnx') + # gpt_path = "GPT_SoVITS/pretrained_models/gsv-v2final-pretrained/s1bert25hz-5kh-longer-epoch=12-step=369668.ckpt" + # vits_path = "GPT_SoVITS/pretrained_models/v2Pro/s2Gv2ProPlus.pth" + # exp_path = "v2proplus_export" + # version = "v2ProPlus" + # export(vits_path, gpt_path, exp_path, version) + # combineInitStepAndStageStep('onnx/v2proplus_export/v2proplus_export_t2s_init_step.onnx', 'onnx/v2proplus_export/v2proplus_export_t2s_sdec.onnx', 'onnx/v2proplus_export/v2proplus_export_t2s_combined.onnx') diff --git a/playground/freerun.py b/playground/freerun.py index ffd80028..f914e6dc 100644 --- a/playground/freerun.py +++ b/playground/freerun.py @@ -7,7 +7,7 @@ import torch from TTS_infer_pack.TextPreprocessor_onnx import TextPreprocessorOnnx -MODEL_PATH = "onnx/v2proplus_export/v2proplus" +MODEL_PATH = "onnx/v2_export/v2" def audio_postprocess( audios, @@ -63,7 +63,7 @@ def preprocess_text(text:str): # input_phones_saved = np.load("playground/ref/input_phones.npy") # input_bert_saved = np.load("playground/ref/input_bert.npy").T.astype(np.float32) -[input_phones, input_bert] = preprocess_text("地上的人儿吵吵闹闹在地上追") +[input_phones, input_bert] = preprocess_text("天上的风筝在天上飞,地上的人儿在地上追。") # ref_phones = np.load("playground/ref/ref_phones.npy") @@ -73,8 +73,12 @@ def preprocess_text(text:str): [audio_prompt_hubert, spectrum, sv_emb] = audio_preprocess("playground/ref/audio.wav") +np.save("playground/ref/audio_prompt_hubert.npy", audio_prompt_hubert.astype(np.float16)) + +# audio_prompt_hubert_saved = np.load("playground/ref/audio_prompt_hubert.npy").astype(np.float32) t2s_combined = ort.InferenceSession(MODEL_PATH+"_export_t2s_combined.onnx") +# t2s_init_step = ort.InferenceSession(MODEL_PATH+"_export_t2s_init_step.onnx") [y, k, v, y_emb, x_example, fake_logits, fake_samples] = t2s_combined.run(None, { "if_init_step": np.array(True, dtype=bool), @@ -90,7 +94,7 @@ t2s_combined = ort.InferenceSession(MODEL_PATH+"_export_t2s_combined.onnx") "ix_example":np.empty((1, 0), dtype=np.float32) }) - +# t2s_stage_step = ort.InferenceSession(MODEL_PATH+"_export_t2s_sdec.onnx") for idx in tqdm(range(1, 1500)): # [1, N] [N_layer, N, 1, 512] [N_layer, N, 1, 512] [1, N, 512] [1] [1, N, 512] [1, N] @@ -113,13 +117,6 @@ y[0, -1] = 0 pred_semantic = np.expand_dims(y[:, -idx:], axis=0) -# Read and resample reference audio -waveform, sample_rate = torchaudio.load("playground/ref/audio.wav") -if sample_rate != 32000: - resampler = torchaudio.transforms.Resample(orig_freq=sample_rate, new_freq=32000) - waveform = resampler(waveform) -print(f"Waveform shape: {waveform.shape}") -ref_audio = waveform.numpy().astype(np.float32) vtis = ort.InferenceSession(MODEL_PATH+"_export_vits.onnx") @@ -127,7 +124,7 @@ vtis = ort.InferenceSession(MODEL_PATH+"_export_vits.onnx") "input_text_phones": input_phones, "pred_semantic": pred_semantic, "spectrum": spectrum.astype(np.float32), - "sv_emb": sv_emb.astype(np.float32) + # "sv_emb": sv_emb.astype(np.float32) }) audio_postprocess([audio]) From 3ccd1c0ea37cfc464d5261a9d97c40aad957ebc1 Mon Sep 17 00:00:00 2001 From: zpeng11 Date: Sat, 23 Aug 2025 03:31:01 -0400 Subject: [PATCH 22/40] fix: solved t2s ending problem, and verified infer&forward has same output under deterministic random, fixed topk to 15 --- GPT_SoVITS/AR/models/t2s_model_onnx.py | 30 ++++++++++++++++---------- playground/freerun.py | 4 ++-- 2 files changed, 21 insertions(+), 13 deletions(-) diff --git a/GPT_SoVITS/AR/models/t2s_model_onnx.py b/GPT_SoVITS/AR/models/t2s_model_onnx.py index 4f7b50a3..b381e58d 100644 --- a/GPT_SoVITS/AR/models/t2s_model_onnx.py +++ b/GPT_SoVITS/AR/models/t2s_model_onnx.py @@ -7,6 +7,7 @@ from torchmetrics.classification import MulticlassAccuracy from AR.modules.embedding_onnx import SinePositionalEmbedding, TokenEmbedding from AR.modules.transformer_onnx import LayerNorm, TransformerEncoder, TransformerEncoderLayer +from tqdm import tqdm default_config = { "embedding_dim": 512, @@ -179,7 +180,7 @@ class T2SFirstStageDecoder(nn.Module): xy_dec = self.h(xy_pos, mask=xy_attn_mask, cache=cache) logits = self.ar_predict_layer(xy_dec[:, -1]) - samples = sample(logits[0], y, top_k=self.top_k, top_p=1.0, repetition_penalty=1.35)[0].unsqueeze(0) + samples = sample(logits[0], y, top_k=15, top_p=1.0, repetition_penalty=1.35)[0].unsqueeze(0) y = torch.concat([y, samples], dim=1) @@ -239,7 +240,7 @@ class T2SStageDecoder(nn.Module): xy_dec = self.h(xy_pos, mask=xy_attn_mask, cache=cache) logits = self.ar_predict_layer(xy_dec[:, -1]) - samples = sample(logits[0], y, top_k=self.top_k, top_p=1.0, repetition_penalty=1.35)[0].unsqueeze(0) + samples = sample(logits[0], y, top_k=15, top_p=1.0, repetition_penalty=1.35)[0].unsqueeze(0) y = torch.concat([y, samples], dim=1) @@ -315,26 +316,31 @@ class Text2SemanticDecoder(nn.Module): ) def forward(self, x, prompts, bert_feature): + # torch.manual_seed(42) + # torch.use_deterministic_algorithms(True) early_stop_num = self.early_stop_num prefix_len = prompts.shape[1] x = self.onnx_encoder(x, bert_feature) - y, k, v, y_emb, stage, x_example = self.first_stage_decoder(x, prompts) + y, k, v, y_emb, x_example = self.first_stage_decoder(x, prompts) stop = False - for idx in range(1, 1500): - enco = self.stage_decoder(y, k, v, y_emb, stage, x_example) - y, k, v, y_emb, stage, logits, samples = enco + for idx in tqdm(range(1, 1500)): + enco = self.stage_decoder(y, k, v, y_emb, x_example) + y, k, v, y_emb, logits, samples = enco if early_stop_num != -1 and (y.shape[1] - prefix_len) > early_stop_num: stop = True if torch.argmax(logits, dim=-1)[0] == self.EOS or samples[0, 0] == self.EOS: stop = True if stop: + y = y[:,:-1] break - y[0, -1] = 0 + # torch.use_deterministic_algorithms(False) return y, idx def infer(self, x, prompts, bert_feature): + # torch.manual_seed(42) + # torch.use_deterministic_algorithms(True) top_k = self.top_k early_stop_num = self.early_stop_num @@ -356,11 +362,14 @@ class Text2SemanticDecoder(nn.Module): "first_infer": 1, "stage": 0, } - for idx in range(1500): + for idx in tqdm(range(1500)): if cache["first_infer"] == 1: y_emb = self.ar_audio_embedding(y) else: y_emb = torch.cat([cache["y_emb"], self.ar_audio_embedding(y[:, -1:])], 1) + for i in range(len(cache["k"])): + cache["k"][i] = torch.nn.functional.pad(cache["k"][i], (0, 0, 0, 0, 0, 1)) + cache["v"][i] = torch.nn.functional.pad(cache["v"][i], (0, 0, 0, 0, 0, 1)) cache["y_emb"] = y_emb y_pos = self.ar_audio_position(y_emb) if cache["first_infer"] == 1: @@ -380,15 +389,14 @@ class Text2SemanticDecoder(nn.Module): xy_attn_mask = torch.zeros((1, x_len + y_len), dtype=torch.bool) xy_dec = self.h(xy_pos, mask=xy_attn_mask, cache=cache) logits = self.ar_predict_layer(xy_dec[:, -1]) - samples = sample(logits[0], y, top_k=top_k, top_p=1.0, repetition_penalty=1.35)[0].unsqueeze(0) + samples = sample(logits[0], y, top_k=15, top_p=1.0, repetition_penalty=1.35)[0].unsqueeze(0) if early_stop_num != -1 and (y.shape[1] - prefix_len) > early_stop_num: stop = True if torch.argmax(logits, dim=-1)[0] == self.EOS or samples[0, 0] == self.EOS: stop = True if stop: - if prompts.shape[1] == y.shape[1]: - y = torch.concat([y, torch.zeros_like(samples)], dim=1) break y = torch.concat([y, samples], dim=1) cache["first_infer"] = 0 + # torch.use_deterministic_algorithms(False) return y, idx diff --git a/playground/freerun.py b/playground/freerun.py index f914e6dc..18736c93 100644 --- a/playground/freerun.py +++ b/playground/freerun.py @@ -68,7 +68,7 @@ def preprocess_text(text:str): # ref_phones = np.load("playground/ref/ref_phones.npy") # ref_bert = np.load("playground/ref/ref_bert.npy").T.astype(np.float32) -[ref_phones, ref_bert] = preprocess_text("今日江苏苏州荷花市集开张热闹与浪漫交织") +[ref_phones, ref_bert] = preprocess_text("近日江苏苏州荷花市集开张热闹与浪漫交织") [audio_prompt_hubert, spectrum, sv_emb] = audio_preprocess("playground/ref/audio.wav") @@ -113,7 +113,7 @@ for idx in tqdm(range(1, 1500)): }) if np.argmax(logits, axis=-1)[0] == 1024 or samples[0, 0] == 1024: # 1024 is the EOS token break -y[0, -1] = 0 +y = y[:,:-1] pred_semantic = np.expand_dims(y[:, -idx:], axis=0) From 9ed42daa88880511453ad3911aa62d7bd75d1254 Mon Sep 17 00:00:00 2001 From: zpeng11 Date: Sat, 23 Aug 2025 12:17:04 -0400 Subject: [PATCH 23/40] feat: allow fsdec and sdec to have sampling parames --- GPT_SoVITS/AR/models/t2s_model_onnx.py | 90 +++++++++++++++----------- 1 file changed, 54 insertions(+), 36 deletions(-) diff --git a/GPT_SoVITS/AR/models/t2s_model_onnx.py b/GPT_SoVITS/AR/models/t2s_model_onnx.py index b381e58d..65c95d48 100644 --- a/GPT_SoVITS/AR/models/t2s_model_onnx.py +++ b/GPT_SoVITS/AR/models/t2s_model_onnx.py @@ -28,45 +28,45 @@ def logits_to_probs( logits, previous_tokens=None, temperature: float = 1.0, - top_k=None, - top_p=None, + top_k=15, + top_p=1.0, repetition_penalty: float = 1.0, ): previous_tokens = previous_tokens.squeeze() - if previous_tokens is not None and repetition_penalty != 1.0: - previous_tokens = previous_tokens.long() - score = torch.gather(logits, dim=0, index=previous_tokens) - score = torch.where( - score < 0, - score * repetition_penalty, - score / repetition_penalty, - ) - logits.scatter_(dim=0, index=previous_tokens, src=score) + # if previous_tokens is not None and repetition_penalty != 1.0: # Always captured by onnx + previous_tokens = previous_tokens.long() + score = torch.gather(logits, dim=0, index=previous_tokens) + score = torch.where( + score < 0, + score * repetition_penalty, + score / repetition_penalty, + ) + logits.scatter_(dim=0, index=previous_tokens, src=score) - if top_p is not None and top_p < 1.0: - sorted_logits, sorted_indices = torch.sort(logits, descending=True) - cum_probs = torch.cumsum( - torch.nn.functional.softmax( - sorted_logits, - dim=-1, - ), + # if top_p is not None and top_p < 1.0: #To be captured by onnx + sorted_logits, sorted_indices = torch.sort(logits, descending=True) + cum_probs = torch.cumsum( + torch.nn.functional.softmax( + sorted_logits, dim=-1, - ) - sorted_indices_to_remove = cum_probs > top_p - sorted_indices_to_remove[0] = False # keep at least one option - indices_to_remove = sorted_indices_to_remove.scatter( - dim=0, - index=sorted_indices, - src=sorted_indices_to_remove, - ) - logits = logits.masked_fill(indices_to_remove, -float("Inf")) + ), + dim=-1, + ) + sorted_indices_to_remove = cum_probs > top_p + sorted_indices_to_remove[0] = False # keep at least one option + indices_to_remove = sorted_indices_to_remove.scatter( + dim=0, + index=sorted_indices, + src=sorted_indices_to_remove, + ) + logits = logits.masked_fill(indices_to_remove, -float("Inf")) logits = logits / max(temperature, 1e-5) - if top_k is not None: - v, _ = torch.topk(logits, top_k) - pivot = v.select(-1, -1).unsqueeze(-1) - logits = torch.where(logits < pivot, inf_tensor_value, logits) + # if top_k is not None: # To be captured by onnx + v, _ = torch.topk(logits, top_k) + pivot = v.select(-1, -1).unsqueeze(-1) + logits = torch.where(logits < pivot, inf_tensor_value, logits) probs = torch.nn.functional.softmax(logits, dim=-1) return probs @@ -130,7 +130,16 @@ class T2SFirstStageDecoder(nn.Module): self.early_stop_num = early_stop_num self.num_layers = num_layers - def forward(self, x, prompt): + def forward(self, x, prompt, top_k = None, top_p = None, repetition_penalty = None, temperature = None): + if top_k is None: + top_k = torch.LongTensor([15]).to(device=x.device) + if top_p is None: + top_p = torch.FloatTensor([1.0]).to(device=x.device) + if repetition_penalty is None: + repetition_penalty = torch.FloatTensor([1.0]).to(device=x.device) + if temperature is None: + temperature = torch.FloatTensor([1.0]).to(device=x.device) + y = prompt x_example = x[:, :, 0] * 0.0 # N, 1, 512 @@ -180,7 +189,7 @@ class T2SFirstStageDecoder(nn.Module): xy_dec = self.h(xy_pos, mask=xy_attn_mask, cache=cache) logits = self.ar_predict_layer(xy_dec[:, -1]) - samples = sample(logits[0], y, top_k=15, top_p=1.0, repetition_penalty=1.35)[0].unsqueeze(0) + samples = sample(logits[0], y, top_k=top_k, top_p=top_p, repetition_penalty=repetition_penalty, temperature=temperature)[0].unsqueeze(0) y = torch.concat([y, samples], dim=1) @@ -211,7 +220,16 @@ class T2SStageDecoder(nn.Module): self.early_stop_num = early_stop_num self.num_layers = num_layers - def forward(self, y, k, v, y_emb, x_example): + def forward(self, y, k, v, y_emb, x_example, top_k = None, top_p = None, repetition_penalty = None, temperature = None): + if top_k is None: + top_k = torch.LongTensor([15]).to(device=y.device) + if top_p is None: + top_p = torch.FloatTensor([1.0]).to(device=y.device) + if repetition_penalty is None: + repetition_penalty = torch.FloatTensor([1.0]).to(device=y.device) + if temperature is None: + temperature = torch.FloatTensor([1.0]).to(device=y.device) + cache = { "all_stage": self.num_layers, "k": torch.nn.functional.pad(k, (0, 0, 0, 0, 0, 1)), @@ -240,7 +258,7 @@ class T2SStageDecoder(nn.Module): xy_dec = self.h(xy_pos, mask=xy_attn_mask, cache=cache) logits = self.ar_predict_layer(xy_dec[:, -1]) - samples = sample(logits[0], y, top_k=15, top_p=1.0, repetition_penalty=1.35)[0].unsqueeze(0) + samples = sample(logits[0], y, top_k=top_k, top_p=top_p, repetition_penalty=repetition_penalty, temperature=temperature)[0].unsqueeze(0) y = torch.concat([y, samples], dim=1) @@ -389,7 +407,7 @@ class Text2SemanticDecoder(nn.Module): xy_attn_mask = torch.zeros((1, x_len + y_len), dtype=torch.bool) xy_dec = self.h(xy_pos, mask=xy_attn_mask, cache=cache) logits = self.ar_predict_layer(xy_dec[:, -1]) - samples = sample(logits[0], y, top_k=15, top_p=1.0, repetition_penalty=1.35)[0].unsqueeze(0) + samples = sample(logits[0], y, top_k=top_k, top_p=1.0, repetition_penalty=1.35, temperature=1.0)[0].unsqueeze(0) if early_stop_num != -1 and (y.shape[1] - prefix_len) > early_stop_num: stop = True if torch.argmax(logits, dim=-1)[0] == self.EOS or samples[0, 0] == self.EOS: From b45cbc3561d85190e0061d0395d52e1dddb7d1ca Mon Sep 17 00:00:00 2001 From: zpeng11 Date: Sat, 23 Aug 2025 13:03:02 -0400 Subject: [PATCH 24/40] feat: sampling params working now for export, todo:fold weights clean code --- GPT_SoVITS/AR/models/t2s_model_onnx.py | 2 +- GPT_SoVITS/onnx_export.py | 87 +++++++++++++------------- playground/freerun.py | 23 +++++-- 3 files changed, 62 insertions(+), 50 deletions(-) diff --git a/GPT_SoVITS/AR/models/t2s_model_onnx.py b/GPT_SoVITS/AR/models/t2s_model_onnx.py index 65c95d48..d0b50449 100644 --- a/GPT_SoVITS/AR/models/t2s_model_onnx.py +++ b/GPT_SoVITS/AR/models/t2s_model_onnx.py @@ -61,7 +61,7 @@ def logits_to_probs( ) logits = logits.masked_fill(indices_to_remove, -float("Inf")) - logits = logits / max(temperature, 1e-5) + logits = logits / torch.max(temperature, torch.tensor(1e-5, device=temperature.device, dtype=temperature.dtype)) # if top_k is not None: # To be captured by onnx v, _ = torch.topk(logits, top_k) diff --git a/GPT_SoVITS/onnx_export.py b/GPT_SoVITS/onnx_export.py index 87ea5e70..5858856e 100644 --- a/GPT_SoVITS/onnx_export.py +++ b/GPT_SoVITS/onnx_export.py @@ -94,14 +94,14 @@ class T2SInitStep(nn.Module): self.fsdc = t2s.first_stage_decoder self.vits = vits - def forward(self, ref_seq, text_seq, ref_bert, text_bert, ssl_content): + def forward(self, ref_seq, text_seq, ref_bert, text_bert, ssl_content, top_k=None, top_p=None, repetition_penalty=None, temperature=None): codes = self.vits.extract_latent(ssl_content) prompt_semantic = codes[0, 0] bert = torch.cat([ref_bert.transpose(0, 1), text_bert.transpose(0, 1)], 1) all_phoneme_ids = torch.cat([ref_seq, text_seq], 1) bert = bert.unsqueeze(0) prompt = prompt_semantic.unsqueeze(0) - [y, k, v, y_emb, x_example] = self.fsdc(self.encoder(all_phoneme_ids, bert), prompt) + [y, k, v, y_emb, x_example] = self.fsdc(self.encoder(all_phoneme_ids, bert), prompt, top_k=top_k, top_p=top_p, repetition_penalty=repetition_penalty, temperature=temperature) fake_logits = torch.randn((1, 1025), dtype=torch.float32) # Dummy logits for ONNX export fake_samples = torch.zeros((1, 1), dtype=torch.int32) # Dummy samples for ONNX export return y, k, v, y_emb, x_example, fake_logits, fake_samples @@ -111,8 +111,8 @@ class T2SStageStep(nn.Module): super().__init__() self.stage_decoder = stage_decoder - def forward(self, iy, ik, iv, iy_emb, ix_example): - [y, k, v, y_emb, logits, samples] = self.stage_decoder(iy, ik, iv, iy_emb, ix_example) + def forward(self, iy, ik, iv, iy_emb, ix_example, top_k=None, top_p=None, repetition_penalty=None, temperature=None): + [y, k, v, y_emb, logits, samples] = self.stage_decoder(iy, ik, iv, iy_emb, ix_example, top_k=top_k, top_p=top_p, repetition_penalty=repetition_penalty, temperature=temperature) fake_x_example = torch.randn((1, 512), dtype=torch.float32) # Dummy x_example for ONNX export return y, k, v, y_emb, fake_x_example, logits, samples @@ -136,38 +136,27 @@ class T2SModel(nn.Module): self.stage_decoder = self.t2s_model.stage_decoder # self.t2s_model = torch.jit.script(self.t2s_model) - def forward(self, ref_seq, text_seq, ref_bert, text_bert, ssl_content): + def forward(self, ref_seq, text_seq, ref_bert, text_bert, ssl_content, top_k=None, top_p=None, repetition_penalty=None, temperature=None): early_stop_num = self.t2s_model.early_stop_num # [1,N] [1,N] [N, 1024] [N, 1024] [1, 768, N] - y, k, v, y_emb, x_example, fake_logits, fake_samples = self.init_step(ref_seq, text_seq, ref_bert, text_bert, ssl_content) + y, k, v, y_emb, x_example, fake_logits, fake_samples = self.init_step(ref_seq, text_seq, ref_bert, text_bert, ssl_content, top_k=top_k, top_p=top_p, repetition_penalty=repetition_penalty, temperature=temperature) for idx in tqdm(range(1, 20)): # This is a fake one! do take this as reference # [1, N] [N_layer, N, 1, 512] [N_layer, N, 1, 512] [1, N, 512] [1] [1, N, 512] [1, N] - enco = self.stage_decoder(y, k, v, y_emb, x_example) + enco = self.stage_decoder(y, k, v, y_emb, x_example, top_k=top_k, top_p=top_p, repetition_penalty=repetition_penalty, temperature=temperature) y, k, v, y_emb, logits, samples = enco - print(logits.shape, samples.shape) if torch.argmax(logits, dim=-1)[0] == self.t2s_model.EOS or samples[0, 0] == self.t2s_model.EOS: break - y[0, -1] = 0 return y[:, -idx:].unsqueeze(0) - def export(self, ref_seq, text_seq, ref_bert, text_bert, ssl_content, project_name, dynamo=False): - # self.init_step = torch.jit.script(self.init_step) - if dynamo: - export_options = torch.onnx.ExportOptions(dynamic_shapes=True) - init_step_export_output = torch.onnx.dynamo_export( - self.init_step, (ref_seq, text_seq, ref_bert, text_bert, ssl_content), export_options=export_options - ) - init_step_export_output.save(f"onnx/{project_name}/{project_name}_t2s_init_step.onnx") - return - + def export(self, ref_seq, text_seq, ref_bert, text_bert, ssl_content, project_name, top_k=None, top_p=None, repetition_penalty=None, temperature=None): torch.onnx.export( self.init_step, - (ref_seq, text_seq, ref_bert, text_bert, ssl_content), + (ref_seq, text_seq, ref_bert, text_bert, ssl_content, top_k, top_p, repetition_penalty, temperature), f"onnx/{project_name}/{project_name}_t2s_init_step.onnx", - input_names=["ref_text_phones", "input_text_phones", "ref_text_bert", "input_text_bert", "hubert_ssl_content"], + input_names=["ref_text_phones", "input_text_phones", "ref_text_bert", "input_text_bert", "hubert_ssl_content", "top_k", "top_p", "repetition_penalty", "temperature"], output_names=["y", "k", "v", "y_emb", "x_example", 'logits', 'samples'], dynamic_axes={ "ref_text_phones": {1: "ref_length"}, @@ -178,14 +167,14 @@ class T2SModel(nn.Module): }, opset_version=16, ) - y, k, v, y_emb, x_example, fake_logits, fake_samples = self.init_step(ref_seq, text_seq, ref_bert, text_bert, ssl_content) + y, k, v, y_emb, x_example, fake_logits, fake_samples = self.init_step(ref_seq, text_seq, ref_bert, text_bert, ssl_content, top_k=top_k, top_p=top_p, repetition_penalty=repetition_penalty, temperature=temperature) stage_step = T2SStageStep(self.stage_decoder) torch.onnx.export( stage_step, - (y, k, v, y_emb, x_example), + (y, k, v, y_emb, x_example, top_k, top_p, repetition_penalty, temperature), f"onnx/{project_name}/{project_name}_t2s_sdec.onnx", - input_names=["iy", "ik", "iv", "iy_emb", "ix_example"], + input_names=["iy", "ik", "iv", "iy_emb", "ix_example", "top_k", "top_p", "repetition_penalty", "temperature"], output_names=["y", "k", "v", "y_emb","x_example", "logits", "samples"], dynamic_axes={ "iy": {1: "iy_length"}, @@ -237,14 +226,14 @@ class GptSoVits(nn.Module): self.vits = vits self.t2s = t2s - def forward(self, ref_seq, text_seq, ref_bert, text_bert, ssl_content, spectrum, sv_emb): - pred_semantic = self.t2s(ref_seq, text_seq, ref_bert, text_bert, ssl_content) + def forward(self, ref_seq, text_seq, ref_bert, text_bert, ssl_content, spectrum, sv_emb, top_k=None, top_p=None, repetition_penalty=None, temperature=None): + pred_semantic = self.t2s(ref_seq, text_seq, ref_bert, text_bert, ssl_content, top_k=top_k, top_p=top_p, repetition_penalty=repetition_penalty, temperature=temperature) audio = self.vits(text_seq, pred_semantic, spectrum, sv_emb) return audio - def export(self, ref_seq, text_seq, ref_bert, text_bert, ssl_content, spectrum, sv_emb, project_name): - self.t2s.export(ref_seq, text_seq, ref_bert, text_bert, ssl_content, project_name) - pred_semantic = self.t2s(ref_seq, text_seq, ref_bert, text_bert, ssl_content) + def export(self, ref_seq, text_seq, ref_bert, text_bert, ssl_content, spectrum, sv_emb, project_name, top_k=None, top_p=None, repetition_penalty=None, temperature=None): + self.t2s.export(ref_seq, text_seq, ref_bert, text_bert, ssl_content, project_name, top_k=top_k, top_p=top_p, repetition_penalty=repetition_penalty, temperature=temperature) + pred_semantic = self.t2s(ref_seq, text_seq, ref_bert, text_bert, ssl_content, top_k=top_k, top_p=top_p, repetition_penalty=repetition_penalty, temperature=temperature) torch.onnx.export( self.vits, (text_seq, pred_semantic, spectrum, sv_emb), @@ -304,6 +293,14 @@ def combineInitStepAndStageStep(init_step_onnx_path, stage_step_onnx_path, combi data_inputs_init = [input for input in init_step_model.graph.input] data_inputs_stage = [input for input in stage_step_model.graph.input] + # Get all names from both lists + names_list_init = {obj.name for obj in data_inputs_init} + names_list_stage = {obj.name for obj in data_inputs_stage} + # Find names that appear in both lists + repeated_input_names = names_list_init.intersection(names_list_stage) + # Filter out objects with repeated names + data_inputs_stage = [obj for obj in data_inputs_stage if obj.name not in repeated_input_names] + del then_graph.input[:] del else_graph.input[:] @@ -413,13 +410,17 @@ def export(vits_path, gpt_path, project_name, voice_model_version="v2"): ref_bert = torch.randn((ref_seq.shape[1], 1024)).float() text_bert = torch.randn((text_seq.shape[1], 1024)).float() ref_audio32k = torch.randn((1, 32000 * 5)).float() - 0.5 + top_k = torch.LongTensor([15]) + top_p = torch.FloatTensor([1.0]) + repetition_penalty = torch.FloatTensor([1.0]) + temperature = torch.FloatTensor([1.0]) os.makedirs(f"onnx/{project_name}", exist_ok=True) [ssl_content, spectrum, sv_emb] = preprocessor(ref_audio32k) - gpt_sovits(ref_seq, text_seq, ref_bert, text_bert, ssl_content.float(), spectrum.float(), sv_emb.float()) + gpt_sovits(ref_seq, text_seq, ref_bert, text_bert, ssl_content.float(), spectrum.float(), sv_emb.float(), top_k=top_k, top_p=top_p, repetition_penalty=repetition_penalty, temperature=temperature) # exit() - gpt_sovits.export(ref_seq, text_seq, ref_bert, text_bert, ssl_content.float(), spectrum.float(), sv_emb.float(), project_name) + gpt_sovits.export(ref_seq, text_seq, ref_bert, text_bert, ssl_content.float(), spectrum.float(), sv_emb.float(), project_name, top_k=top_k, top_p=top_p, repetition_penalty=repetition_penalty, temperature=temperature) torch.onnx.export(preprocessor, (ref_audio32k,), f"onnx/{project_name}/{project_name}_audio_preprocess.onnx", input_names=["audio32k"], @@ -444,12 +445,12 @@ if __name__ == "__main__": # version = "v1" # export(vits_path, gpt_path, exp_path, version) - gpt_path = "GPT_SoVITS/pretrained_models/gsv-v2final-pretrained/s1bert25hz-5kh-longer-epoch=12-step=369668.ckpt" - vits_path = "GPT_SoVITS/pretrained_models/gsv-v2final-pretrained/s2G2333k.pth" - exp_path = "v2_export" - version = "v2" - export(vits_path, gpt_path, exp_path, version) - combineInitStepAndStageStep('onnx/v2_export/v2_export_t2s_init_step.onnx', 'onnx/v2_export/v2_export_t2s_sdec.onnx', 'onnx/v2_export/v2_export_t2s_combined.onnx') + # gpt_path = "GPT_SoVITS/pretrained_models/gsv-v2final-pretrained/s1bert25hz-5kh-longer-epoch=12-step=369668.ckpt" + # vits_path = "GPT_SoVITS/pretrained_models/gsv-v2final-pretrained/s2G2333k.pth" + # exp_path = "v2_export" + # version = "v2" + # export(vits_path, gpt_path, exp_path, version) + # combineInitStepAndStageStep('onnx/v2_export/v2_export_t2s_init_step.onnx', 'onnx/v2_export/v2_export_t2s_sdec.onnx', 'onnx/v2_export/v2_export_t2s_combined.onnx') # gpt_path = "GPT_SoVITS/pretrained_models/s1v3.ckpt" # vits_path = "GPT_SoVITS/pretrained_models/v2Pro/s2Gv2Pro.pth" @@ -457,11 +458,11 @@ if __name__ == "__main__": # version = "v2Pro" # export(vits_path, gpt_path, exp_path, version) - # gpt_path = "GPT_SoVITS/pretrained_models/gsv-v2final-pretrained/s1bert25hz-5kh-longer-epoch=12-step=369668.ckpt" - # vits_path = "GPT_SoVITS/pretrained_models/v2Pro/s2Gv2ProPlus.pth" - # exp_path = "v2proplus_export" - # version = "v2ProPlus" - # export(vits_path, gpt_path, exp_path, version) - # combineInitStepAndStageStep('onnx/v2proplus_export/v2proplus_export_t2s_init_step.onnx', 'onnx/v2proplus_export/v2proplus_export_t2s_sdec.onnx', 'onnx/v2proplus_export/v2proplus_export_t2s_combined.onnx') + gpt_path = "GPT_SoVITS/pretrained_models/gsv-v2final-pretrained/s1bert25hz-5kh-longer-epoch=12-step=369668.ckpt" + vits_path = "GPT_SoVITS/pretrained_models/v2Pro/s2Gv2ProPlus.pth" + exp_path = "v2proplus_export" + version = "v2ProPlus" + export(vits_path, gpt_path, exp_path, version) + combineInitStepAndStageStep('onnx/v2proplus_export/v2proplus_export_t2s_init_step.onnx', 'onnx/v2proplus_export/v2proplus_export_t2s_sdec.onnx', 'onnx/v2proplus_export/v2proplus_export_t2s_combined.onnx') diff --git a/playground/freerun.py b/playground/freerun.py index 18736c93..d290ccb6 100644 --- a/playground/freerun.py +++ b/playground/freerun.py @@ -7,7 +7,7 @@ import torch from TTS_infer_pack.TextPreprocessor_onnx import TextPreprocessorOnnx -MODEL_PATH = "onnx/v2_export/v2" +MODEL_PATH = "onnx/v2proplus_export/v2proplus" def audio_postprocess( audios, @@ -73,10 +73,13 @@ def preprocess_text(text:str): [audio_prompt_hubert, spectrum, sv_emb] = audio_preprocess("playground/ref/audio.wav") -np.save("playground/ref/audio_prompt_hubert.npy", audio_prompt_hubert.astype(np.float16)) - # audio_prompt_hubert_saved = np.load("playground/ref/audio_prompt_hubert.npy").astype(np.float32) +top_k = np.array([15], dtype=np.int64) +top_p = np.array([1.0], dtype=np.float32) +repetition_penalty = np.array([1.0], dtype=np.float32) +temperature = np.array([1.0], dtype=np.float32) + t2s_combined = ort.InferenceSession(MODEL_PATH+"_export_t2s_combined.onnx") # t2s_init_step = ort.InferenceSession(MODEL_PATH+"_export_t2s_init_step.onnx") @@ -91,7 +94,11 @@ t2s_combined = ort.InferenceSession(MODEL_PATH+"_export_t2s_combined.onnx") "ik":np.empty((24, 0, 1, 512), dtype=np.float32), "iv":np.empty((24, 0, 1, 512), dtype=np.float32), "iy_emb":np.empty((1, 0, 512), dtype=np.float32), - "ix_example":np.empty((1, 0), dtype=np.float32) + "ix_example":np.empty((1, 0), dtype=np.float32), + "top_k": top_k, + "top_p": top_p, + "repetition_penalty": repetition_penalty, + "temperature": temperature }) # t2s_stage_step = ort.InferenceSession(MODEL_PATH+"_export_t2s_sdec.onnx") @@ -109,7 +116,11 @@ for idx in tqdm(range(1, 1500)): "ik": k, "iv": v, "iy_emb": y_emb, - "ix_example": x_example + "ix_example": x_example, + "top_k": top_k, + "top_p": top_p, + "repetition_penalty": repetition_penalty, + "temperature": temperature }) if np.argmax(logits, axis=-1)[0] == 1024 or samples[0, 0] == 1024: # 1024 is the EOS token break @@ -124,7 +135,7 @@ vtis = ort.InferenceSession(MODEL_PATH+"_export_vits.onnx") "input_text_phones": input_phones, "pred_semantic": pred_semantic, "spectrum": spectrum.astype(np.float32), - # "sv_emb": sv_emb.astype(np.float32) + "sv_emb": sv_emb.astype(np.float32) }) audio_postprocess([audio]) From 5982080939d9d4ee1bd1fcde968e180da260da69 Mon Sep 17 00:00:00 2001 From: zpeng11 Date: Sat, 23 Aug 2025 17:35:21 -0400 Subject: [PATCH 25/40] feat:updated fsdecode and decoder interface --- GPT_SoVITS/AR/models/t2s_model_onnx.py | 23 ++++++++++------------- 1 file changed, 10 insertions(+), 13 deletions(-) diff --git a/GPT_SoVITS/AR/models/t2s_model_onnx.py b/GPT_SoVITS/AR/models/t2s_model_onnx.py index d0b50449..438b843e 100644 --- a/GPT_SoVITS/AR/models/t2s_model_onnx.py +++ b/GPT_SoVITS/AR/models/t2s_model_onnx.py @@ -61,7 +61,7 @@ def logits_to_probs( ) logits = logits.masked_fill(indices_to_remove, -float("Inf")) - logits = logits / torch.max(temperature, torch.tensor(1e-5, device=temperature.device, dtype=temperature.dtype)) + logits = logits / torch.max(temperature, torch.tensor(1e-5, device=logits.device, dtype=torch.float)) # if top_k is not None: # To be captured by onnx v, _ = torch.topk(logits, top_k) @@ -115,7 +115,6 @@ class T2SFirstStageDecoder(nn.Module): ar_predict_layer, loss_fct, ar_accuracy_metric, - top_k, early_stop_num, num_layers, ): @@ -126,7 +125,6 @@ class T2SFirstStageDecoder(nn.Module): self.ar_predict_layer = ar_predict_layer self.loss_fct = loss_fct self.ar_accuracy_metric = ar_accuracy_metric - self.top_k = top_k self.early_stop_num = early_stop_num self.num_layers = num_layers @@ -205,7 +203,6 @@ class T2SStageDecoder(nn.Module): ar_predict_layer, loss_fct, ar_accuracy_metric, - top_k, early_stop_num, num_layers, ): @@ -216,7 +213,6 @@ class T2SStageDecoder(nn.Module): self.ar_predict_layer = ar_predict_layer self.loss_fct = loss_fct self.ar_accuracy_metric = ar_accuracy_metric - self.top_k = top_k self.early_stop_num = early_stop_num self.num_layers = num_layers @@ -317,7 +313,6 @@ class Text2SemanticDecoder(nn.Module): self.ar_predict_layer, self.loss_fct, self.ar_accuracy_metric, - self.top_k, self.early_stop_num, self.num_layers, ) @@ -328,23 +323,24 @@ class Text2SemanticDecoder(nn.Module): self.ar_predict_layer, self.loss_fct, self.ar_accuracy_metric, - self.top_k, self.early_stop_num, self.num_layers, ) - def forward(self, x, prompts, bert_feature): + def forward(self, x, prompts, bert_feature, top_k = None): # torch.manual_seed(42) # torch.use_deterministic_algorithms(True) + if top_k is None: + top_k = self.top_k early_stop_num = self.early_stop_num prefix_len = prompts.shape[1] x = self.onnx_encoder(x, bert_feature) - y, k, v, y_emb, x_example = self.first_stage_decoder(x, prompts) + y, k, v, y_emb, x_example = self.first_stage_decoder(x, prompts, top_k=top_k) stop = False for idx in tqdm(range(1, 1500)): - enco = self.stage_decoder(y, k, v, y_emb, x_example) + enco = self.stage_decoder(y, k, v, y_emb, x_example, top_k=top_k) y, k, v, y_emb, logits, samples = enco if early_stop_num != -1 and (y.shape[1] - prefix_len) > early_stop_num: stop = True @@ -356,10 +352,11 @@ class Text2SemanticDecoder(nn.Module): # torch.use_deterministic_algorithms(False) return y, idx - def infer(self, x, prompts, bert_feature): + def infer(self, x, prompts, bert_feature, top_k=None): # torch.manual_seed(42) # torch.use_deterministic_algorithms(True) - top_k = self.top_k + if top_k is None: + top_k = self.top_k early_stop_num = self.early_stop_num x = self.onnx_encoder(x, bert_feature) @@ -407,7 +404,7 @@ class Text2SemanticDecoder(nn.Module): xy_attn_mask = torch.zeros((1, x_len + y_len), dtype=torch.bool) xy_dec = self.h(xy_pos, mask=xy_attn_mask, cache=cache) logits = self.ar_predict_layer(xy_dec[:, -1]) - samples = sample(logits[0], y, top_k=top_k, top_p=1.0, repetition_penalty=1.35, temperature=1.0)[0].unsqueeze(0) + samples = sample(logits[0], y, top_k=top_k, top_p=1.0, repetition_penalty=1.35, temperature=torch.Tensor([1.0]))[0].unsqueeze(0) if early_stop_num != -1 and (y.shape[1] - prefix_len) > early_stop_num: stop = True if torch.argmax(logits, dim=-1)[0] == self.EOS or samples[0, 0] == self.EOS: From e4d1894a8fd811d24fb92067cd09421386207608 Mon Sep 17 00:00:00 2001 From: zpeng11 Date: Sun, 24 Aug 2025 00:46:29 -0400 Subject: [PATCH 26/40] feat:experiments with for onnx with attention, but does not work well todo:clean code and try v3v4 --- .../AR/modules/patched_mha_with_cache_onnx.py | 21 ++++++++++++++++++- 1 file changed, 20 insertions(+), 1 deletion(-) diff --git a/GPT_SoVITS/AR/modules/patched_mha_with_cache_onnx.py b/GPT_SoVITS/AR/modules/patched_mha_with_cache_onnx.py index bd39ff6e..03fbeba9 100644 --- a/GPT_SoVITS/AR/modules/patched_mha_with_cache_onnx.py +++ b/GPT_SoVITS/AR/modules/patched_mha_with_cache_onnx.py @@ -48,7 +48,11 @@ def multi_head_attention_forward_patched( proj_qkv = linear(query, in_proj_weight, in_proj_bias) proj_qkv = proj_qkv.unflatten(-1, (3, query.size(-1))).unsqueeze(0).transpose(0, -2).squeeze(-2).contiguous() q, k, v = proj_qkv[0], proj_qkv[1], proj_qkv[2] - + # 首轮qkv会产生多个batch,后续每轮只会产生一个batch, + # onnx导出时处理batch变化导致的输出形状变化非常无力, + # 已尝试过where方法,索引方法,尽管可以动态运行正常导出, + # 但都无法在onnx运行时正确处理kv cache形状导致抛出错误 + # 此实现需要整体重写,将kvcache增长和prefill交给外部调用 if cache["first_infer"] == 1: cache["k"][cache["stage"]] = k cache["v"][cache["stage"]] = v @@ -57,6 +61,21 @@ def multi_head_attention_forward_patched( cache["v"][cache["stage"]] = torch.cat([cache["v"][cache["stage"]][:-1], v], 0) k = cache["k"][cache["stage"]] v = cache["v"][cache["stage"]] + + # # k,v : [N, 1, 512] at first time, [1, 1, 512] afterwards + # # cache_k, cache_v : [1, N, 1, 512] size increasement is prepared outside + # first_infer_mask = cache["first_infer"] + # cache_k = cache["k"][cache["stage"]] + # cache_v = cache["v"][cache["stage"]] + # # Magic to get an index of either -1 or -N according to if first_infer_mask is set + # index_offset = torch.min(torch.tensor([-1]).to(k.device).to(torch.int64), -1 * first_infer_mask * k.shape[0]) + # cache_k[0, index_offset :, :, :] = k + # cache_v[0, index_offset :, :, :] = v + # cache["k"][cache["stage"]] = cache_k + # cache["v"][cache["stage"]] = cache_v + # k = cache_k + # v = cache_v + cache["stage"] = (cache["stage"] + 1) % cache["all_stage"] attn_mask = _canonical_mask( From 48d52778ceaeab8ab01beeaf237ad64e114d55d2 Mon Sep 17 00:00:00 2001 From: zpeng11 Date: Sun, 24 Aug 2025 02:00:32 -0400 Subject: [PATCH 27/40] feat:clean up export logics and add notes --- GPT_SoVITS/eres2net/kaldi.py | 24 ++++++++++- GPT_SoVITS/onnx_export.py | 81 +++++++++++++++++++++--------------- requirements.txt | 1 + 3 files changed, 70 insertions(+), 36 deletions(-) diff --git a/GPT_SoVITS/eres2net/kaldi.py b/GPT_SoVITS/eres2net/kaldi.py index 42565e00..cf32b04a 100644 --- a/GPT_SoVITS/eres2net/kaldi.py +++ b/GPT_SoVITS/eres2net/kaldi.py @@ -1025,8 +1025,28 @@ def fbank_onnx( ) -> Tensor: r"""ONNX-compatible fbank function with hardcoded parameters from traced call: num_mel_bins=80, sample_frequency=16000, dither=0 - - All other parameters use their traced default values. + blackman_coeff: float = 0.42, + channel: int = -1, + energy_floor: float = 1.0, + frame_length: float = 25.0, + frame_shift: float = 10.0, + high_freq: float = 0.0, + htk_compat: bool = False, + low_freq: float = 20.0, + min_duration: float = 0.0, + preemphasis_coefficient: float = 0.97, + raw_energy: bool = True, + remove_dc_offset: bool = True, + round_to_power_of_two: bool = True, + snip_edges: bool = True, + subtract_mean: bool = False, + use_energy: bool = False, + use_log_fbank: bool = True, + use_power: bool = True, + vtln_high: float = -500.0, + vtln_low: float = 100.0, + vtln_warp: float = 1.0, + window_type: str = POVEY Args: waveform (Tensor): Tensor of audio of size (c, n) where c is in the range [0,2) diff --git a/GPT_SoVITS/onnx_export.py b/GPT_SoVITS/onnx_export.py index 5858856e..59a1a33e 100644 --- a/GPT_SoVITS/onnx_export.py +++ b/GPT_SoVITS/onnx_export.py @@ -11,8 +11,17 @@ from onnx import helper, TensorProto cnhubert_base_path = "GPT_SoVITS/pretrained_models/chinese-hubert-base" from transformers import HubertModel, HubertConfig import os -from tqdm import tqdm +import json from text import cleaned_text_to_sequence +import onnxsim + +def simplify_onnx_model(onnx_model_path: str): + # Load the ONNX model + model = onnx.load(onnx_model_path) + # Simplify the model + model_simplified, _ = onnxsim.simplify(model) + # Save the simplified model + onnx.save(model_simplified, onnx_model_path) def spectrogram_torch(y, n_fft, sampling_rate, hop_size, win_size, center=False): @@ -102,7 +111,7 @@ class T2SInitStep(nn.Module): bert = bert.unsqueeze(0) prompt = prompt_semantic.unsqueeze(0) [y, k, v, y_emb, x_example] = self.fsdc(self.encoder(all_phoneme_ids, bert), prompt, top_k=top_k, top_p=top_p, repetition_penalty=repetition_penalty, temperature=temperature) - fake_logits = torch.randn((1, 1025), dtype=torch.float32) # Dummy logits for ONNX export + fake_logits = torch.zeros((1, 1025), dtype=torch.float32) # Dummy logits for ONNX export fake_samples = torch.zeros((1, 1), dtype=torch.int32) # Dummy samples for ONNX export return y, k, v, y_emb, x_example, fake_logits, fake_samples @@ -113,7 +122,7 @@ class T2SStageStep(nn.Module): def forward(self, iy, ik, iv, iy_emb, ix_example, top_k=None, top_p=None, repetition_penalty=None, temperature=None): [y, k, v, y_emb, logits, samples] = self.stage_decoder(iy, ik, iv, iy_emb, ix_example, top_k=top_k, top_p=top_p, repetition_penalty=repetition_penalty, temperature=temperature) - fake_x_example = torch.randn((1, 512), dtype=torch.float32) # Dummy x_example for ONNX export + fake_x_example = torch.zeros((1, 512), dtype=torch.float32) # Dummy x_example for ONNX export return y, k, v, y_emb, fake_x_example, logits, samples class T2SModel(nn.Module): @@ -134,22 +143,18 @@ class T2SModel(nn.Module): self.init_step = T2SInitStep(self.t2s_model, self.vits_model) self.first_stage_decoder = self.t2s_model.first_stage_decoder self.stage_decoder = self.t2s_model.stage_decoder - # self.t2s_model = torch.jit.script(self.t2s_model) def forward(self, ref_seq, text_seq, ref_bert, text_bert, ssl_content, top_k=None, top_p=None, repetition_penalty=None, temperature=None): - early_stop_num = self.t2s_model.early_stop_num - # [1,N] [1,N] [N, 1024] [N, 1024] [1, 768, N] y, k, v, y_emb, x_example, fake_logits, fake_samples = self.init_step(ref_seq, text_seq, ref_bert, text_bert, ssl_content, top_k=top_k, top_p=top_p, repetition_penalty=repetition_penalty, temperature=temperature) - for idx in tqdm(range(1, 20)): # This is a fake one! do take this as reference - # [1, N] [N_layer, N, 1, 512] [N_layer, N, 1, 512] [1, N, 512] [1] [1, N, 512] [1, N] + for idx in range(5): # This is a fake one! DO NOT take this as reference enco = self.stage_decoder(y, k, v, y_emb, x_example, top_k=top_k, top_p=top_p, repetition_penalty=repetition_penalty, temperature=temperature) y, k, v, y_emb, logits, samples = enco - if torch.argmax(logits, dim=-1)[0] == self.t2s_model.EOS or samples[0, 0] == self.t2s_model.EOS: - break + # if torch.argmax(logits, dim=-1)[0] == self.t2s_model.EOS or samples[0, 0] == self.t2s_model.EOS: + # break - return y[:, -idx:].unsqueeze(0) + return y[:, -5:].unsqueeze(0) def export(self, ref_seq, text_seq, ref_bert, text_bert, ssl_content, project_name, top_k=None, top_p=None, repetition_penalty=None, temperature=None): torch.onnx.export( @@ -167,13 +172,14 @@ class T2SModel(nn.Module): }, opset_version=16, ) + simplify_onnx_model(f"onnx/{project_name}/{project_name}_t2s_init_step.onnx") y, k, v, y_emb, x_example, fake_logits, fake_samples = self.init_step(ref_seq, text_seq, ref_bert, text_bert, ssl_content, top_k=top_k, top_p=top_p, repetition_penalty=repetition_penalty, temperature=temperature) stage_step = T2SStageStep(self.stage_decoder) torch.onnx.export( stage_step, (y, k, v, y_emb, x_example, top_k, top_p, repetition_penalty, temperature), - f"onnx/{project_name}/{project_name}_t2s_sdec.onnx", + f"onnx/{project_name}/{project_name}_t2s_stage_step.onnx", input_names=["iy", "ik", "iv", "iy_emb", "ix_example", "top_k", "top_p", "repetition_penalty", "temperature"], output_names=["y", "k", "v", "y_emb","x_example", "logits", "samples"], dynamic_axes={ @@ -187,6 +193,7 @@ class T2SModel(nn.Module): verbose=False, opset_version=16, ) + simplify_onnx_model(f"onnx/{project_name}/{project_name}_t2s_stage_step.onnx") class VitsModel(nn.Module): @@ -248,6 +255,7 @@ class GptSoVits(nn.Module): opset_version=17, verbose=False, ) + simplify_onnx_model(f"onnx/{project_name}/{project_name}_vits.onnx") class AudioPreprocess(nn.Module): @@ -347,7 +355,7 @@ def combineInitStepAndStageStep(init_step_onnx_path, stage_step_onnx_path, combi print(f"Combined model saved to {combined_onnx_path}") -def export(vits_path, gpt_path, project_name, voice_model_version="v2"): +def export(vits_path, gpt_path, project_name, voice_model_version, t2s_model_combine=False, export_audio_preprocessor=True): vits = VitsModel(vits_path, version=voice_model_version) gpt = T2SModel(gpt_path, vits) gpt_sovits = GptSoVits(vits, gpt) @@ -409,7 +417,7 @@ def export(vits_path, gpt_path, project_name, voice_model_version="v2"): ) ref_bert = torch.randn((ref_seq.shape[1], 1024)).float() text_bert = torch.randn((text_seq.shape[1], 1024)).float() - ref_audio32k = torch.randn((1, 32000 * 5)).float() - 0.5 + ref_audio32k = torch.randn((1, 32000 * 5)).float() - 0.5 # 5 seconds of dummy audio top_k = torch.LongTensor([15]) top_p = torch.FloatTensor([1.0]) repetition_penalty = torch.FloatTensor([1.0]) @@ -422,7 +430,8 @@ def export(vits_path, gpt_path, project_name, voice_model_version="v2"): # exit() gpt_sovits.export(ref_seq, text_seq, ref_bert, text_bert, ssl_content.float(), spectrum.float(), sv_emb.float(), project_name, top_k=top_k, top_p=top_p, repetition_penalty=repetition_penalty, temperature=temperature) - torch.onnx.export(preprocessor, (ref_audio32k,), f"onnx/{project_name}/{project_name}_audio_preprocess.onnx", + if export_audio_preprocessor: + torch.onnx.export(preprocessor, (ref_audio32k,), f"onnx/{project_name}/{project_name}_audio_preprocess.onnx", input_names=["audio32k"], output_names=["hubert_ssl_output", "spectrum", "sv_emb"], dynamic_axes={ @@ -430,6 +439,11 @@ def export(vits_path, gpt_path, project_name, voice_model_version="v2"): "hubert_ssl_output": {2: "hubert_length"}, "spectrum": {2: "spectrum_length"} }) + simplify_onnx_model(f"onnx/{project_name}/{project_name}_audio_preprocess.onnx") + + if t2s_model_combine: + combineInitStepAndStageStep(f'onnx/{project_name}/{project_name}_t2s_init_step.onnx', f'onnx/{project_name}/{project_name}_t2s_stage_step.onnx', f'onnx/{project_name}/{project_name}_t2s_combined.onnx') + if __name__ == "__main__": try: @@ -437,32 +451,31 @@ if __name__ == "__main__": except: pass + # 因为io太频繁,可能导致模型导出出错(wsl非常明显),请自行重试 + gpt_path = "GPT_SoVITS/pretrained_models/s1bert25hz-2kh-longer-epoch=68e-step=50232.ckpt" + vits_path = "GPT_SoVITS/pretrained_models/s2G488k.pth" + exp_path = "v1_export" + version = "v1" + export(vits_path, gpt_path, exp_path, version, t2s_model_combine = True) - # gpt_path = "GPT_SoVITS/pretrained_models/s1bert25hz-2kh-longer-epoch=68e-step=50232.ckpt" - # vits_path = "GPT_SoVITS/pretrained_models/s2G488k.pth" - # exp_path = "v1_export" - # version = "v1" - # export(vits_path, gpt_path, exp_path, version) + gpt_path = "GPT_SoVITS/pretrained_models/gsv-v2final-pretrained/s1bert25hz-5kh-longer-epoch=12-step=369668.ckpt" + vits_path = "GPT_SoVITS/pretrained_models/gsv-v2final-pretrained/s2G2333k.pth" + exp_path = "v2_export" + version = "v2" + export(vits_path, gpt_path, exp_path, version, t2s_model_combine = True) + - # gpt_path = "GPT_SoVITS/pretrained_models/gsv-v2final-pretrained/s1bert25hz-5kh-longer-epoch=12-step=369668.ckpt" - # vits_path = "GPT_SoVITS/pretrained_models/gsv-v2final-pretrained/s2G2333k.pth" - # exp_path = "v2_export" - # version = "v2" - # export(vits_path, gpt_path, exp_path, version) - # combineInitStepAndStageStep('onnx/v2_export/v2_export_t2s_init_step.onnx', 'onnx/v2_export/v2_export_t2s_sdec.onnx', 'onnx/v2_export/v2_export_t2s_combined.onnx') - - # gpt_path = "GPT_SoVITS/pretrained_models/s1v3.ckpt" - # vits_path = "GPT_SoVITS/pretrained_models/v2Pro/s2Gv2Pro.pth" - # exp_path = "v2pro_export" - # version = "v2Pro" - # export(vits_path, gpt_path, exp_path, version) + gpt_path = "GPT_SoVITS/pretrained_models/s1v3.ckpt" + vits_path = "GPT_SoVITS/pretrained_models/v2Pro/s2Gv2Pro.pth" + exp_path = "v2pro_export" + version = "v2Pro" + export(vits_path, gpt_path, exp_path, version, t2s_model_combine = True) gpt_path = "GPT_SoVITS/pretrained_models/gsv-v2final-pretrained/s1bert25hz-5kh-longer-epoch=12-step=369668.ckpt" vits_path = "GPT_SoVITS/pretrained_models/v2Pro/s2Gv2ProPlus.pth" exp_path = "v2proplus_export" version = "v2ProPlus" - export(vits_path, gpt_path, exp_path, version) - combineInitStepAndStageStep('onnx/v2proplus_export/v2proplus_export_t2s_init_step.onnx', 'onnx/v2proplus_export/v2proplus_export_t2s_sdec.onnx', 'onnx/v2proplus_export/v2proplus_export_t2s_combined.onnx') + export(vits_path, gpt_path, exp_path, version, t2s_model_combine = True) diff --git a/requirements.txt b/requirements.txt index 7f24a84c..3b71a9e6 100644 --- a/requirements.txt +++ b/requirements.txt @@ -10,6 +10,7 @@ ffmpeg-python onnx onnxruntime; platform_machine == "aarch64" or platform_machine == "arm64" onnxruntime-gpu; platform_machine == "x86_64" or platform_machine == "AMD64" +onnxsim tqdm funasr==1.0.27 cn2an From 72c5d3224e8ea22a97c74fbd54bc884f51553bfb Mon Sep 17 00:00:00 2001 From: zpeng11 Date: Sun, 24 Aug 2025 02:11:47 -0400 Subject: [PATCH 28/40] utility updates --- .gitignore | 4 +++- playground/export_bert.py | 19 +++++++++++++++++++ requirements.txt | 1 + 3 files changed, 23 insertions(+), 1 deletion(-) diff --git a/.gitignore b/.gitignore index d645f020..b98ec8f4 100644 --- a/.gitignore +++ b/.gitignore @@ -194,7 +194,9 @@ cython_debug/ # PyPI configuration file .pypirc +#onnx onnx/ *.onnx tokenizer.json -output.wav \ No newline at end of file +output.wav +config.json \ No newline at end of file diff --git a/playground/export_bert.py b/playground/export_bert.py index c6341a08..b8d413c9 100644 --- a/playground/export_bert.py +++ b/playground/export_bert.py @@ -86,6 +86,25 @@ def export_bert_to_onnx( print(f"Copied tokenizer.json to: {dest_tokenizer_path}") else: print("Warning: tokenizer.json not found") + + # Copy config.json if it exists + if tokenizer_cache_dir and os.path.isdir(tokenizer_cache_dir): + config_json_path = os.path.join(tokenizer_cache_dir, "config.json") + else: + # For models from HuggingFace cache + cache_dir = os.path.expanduser("~/.cache/huggingface/transformers") + config_json_path = None + for root, dirs, files in os.walk(cache_dir): + if "config.json" in files and model_name.replace("/", "--") in root: + config_json_path = os.path.join(root, "config.json") + break + + if config_json_path and os.path.exists(config_json_path): + dest_config_path = os.path.join(output_dir, "config.json") + shutil.copy2(config_json_path, dest_config_path) + print(f"Copied config.json to: {dest_config_path}") + else: + print("Warning: config.json not found") print(f"Model exported successfully to: {output_dir}") return combined_model, onnx_path diff --git a/requirements.txt b/requirements.txt index 3b71a9e6..d6f9a9ee 100644 --- a/requirements.txt +++ b/requirements.txt @@ -11,6 +11,7 @@ onnx onnxruntime; platform_machine == "aarch64" or platform_machine == "arm64" onnxruntime-gpu; platform_machine == "x86_64" or platform_machine == "AMD64" onnxsim +onnxruntime-tools tqdm funasr==1.0.27 cn2an From 942caa888edc43dbfd6c8047264ef202d2b3a7ad Mon Sep 17 00:00:00 2001 From: zpeng11 Date: Sun, 24 Aug 2025 02:29:33 -0400 Subject: [PATCH 29/40] feat:supporting half export --- .../{onnx_export.py => onnx_export_v1v2.py} | 27 +++++++++++++++---- requirements.txt | 2 +- 2 files changed, 23 insertions(+), 6 deletions(-) rename GPT_SoVITS/{onnx_export.py => onnx_export_v1v2.py} (92%) diff --git a/GPT_SoVITS/onnx_export.py b/GPT_SoVITS/onnx_export_v1v2.py similarity index 92% rename from GPT_SoVITS/onnx_export.py rename to GPT_SoVITS/onnx_export_v1v2.py index 59a1a33e..700787c3 100644 --- a/GPT_SoVITS/onnx_export.py +++ b/GPT_SoVITS/onnx_export_v1v2.py @@ -14,6 +14,7 @@ import os import json from text import cleaned_text_to_sequence import onnxsim +from onnxconverter_common import float16 def simplify_onnx_model(onnx_model_path: str): # Load the ONNX model @@ -23,6 +24,14 @@ def simplify_onnx_model(onnx_model_path: str): # Save the simplified model onnx.save(model_simplified, onnx_model_path) +def convert_onnx_to_half(onnx_model_path:str): + try: + model = onnx.load(onnx_model_path) + model_fp16 = float16.convert_float_to_float16(model) + onnx.save(model_fp16, onnx_model_path) + except Exception as e: + print(f"Error converting {onnx_model_path} to half precision: {e}") + def spectrogram_torch(y, n_fft, sampling_rate, hop_size, win_size, center=False): hann_window = torch.hann_window(win_size).to(dtype=y.dtype, device=y.device) @@ -355,7 +364,7 @@ def combineInitStepAndStageStep(init_step_onnx_path, stage_step_onnx_path, combi print(f"Combined model saved to {combined_onnx_path}") -def export(vits_path, gpt_path, project_name, voice_model_version, t2s_model_combine=False, export_audio_preprocessor=True): +def export(vits_path, gpt_path, project_name, voice_model_version, t2s_model_combine=False, export_audio_preprocessor=True, half_precision=False): vits = VitsModel(vits_path, version=voice_model_version) gpt = T2SModel(gpt_path, vits) gpt_sovits = GptSoVits(vits, gpt) @@ -444,6 +453,14 @@ def export(vits_path, gpt_path, project_name, voice_model_version, t2s_model_com if t2s_model_combine: combineInitStepAndStageStep(f'onnx/{project_name}/{project_name}_t2s_init_step.onnx', f'onnx/{project_name}/{project_name}_t2s_stage_step.onnx', f'onnx/{project_name}/{project_name}_t2s_combined.onnx') + if half_precision: + if t2s_model_combine: + convert_onnx_to_half(f"onnx/{project_name}/{project_name}_t2s_combined.onnx") + if export_audio_preprocessor: + convert_onnx_to_half(f"onnx/{project_name}/{project_name}_audio_preprocess.onnx") + convert_onnx_to_half(f"onnx/{project_name}/{project_name}_vits.onnx") + convert_onnx_to_half(f"onnx/{project_name}/{project_name}_t2s_init_step.onnx") + convert_onnx_to_half(f"onnx/{project_name}/{project_name}_t2s_stage_step.onnx") if __name__ == "__main__": try: @@ -457,25 +474,25 @@ if __name__ == "__main__": vits_path = "GPT_SoVITS/pretrained_models/s2G488k.pth" exp_path = "v1_export" version = "v1" - export(vits_path, gpt_path, exp_path, version, t2s_model_combine = True) + export(vits_path, gpt_path, exp_path, version) gpt_path = "GPT_SoVITS/pretrained_models/gsv-v2final-pretrained/s1bert25hz-5kh-longer-epoch=12-step=369668.ckpt" vits_path = "GPT_SoVITS/pretrained_models/gsv-v2final-pretrained/s2G2333k.pth" exp_path = "v2_export" version = "v2" - export(vits_path, gpt_path, exp_path, version, t2s_model_combine = True) + export(vits_path, gpt_path, exp_path, version) gpt_path = "GPT_SoVITS/pretrained_models/s1v3.ckpt" vits_path = "GPT_SoVITS/pretrained_models/v2Pro/s2Gv2Pro.pth" exp_path = "v2pro_export" version = "v2Pro" - export(vits_path, gpt_path, exp_path, version, t2s_model_combine = True) + export(vits_path, gpt_path, exp_path, version) gpt_path = "GPT_SoVITS/pretrained_models/gsv-v2final-pretrained/s1bert25hz-5kh-longer-epoch=12-step=369668.ckpt" vits_path = "GPT_SoVITS/pretrained_models/v2Pro/s2Gv2ProPlus.pth" exp_path = "v2proplus_export" version = "v2ProPlus" - export(vits_path, gpt_path, exp_path, version, t2s_model_combine = True) + export(vits_path, gpt_path, exp_path, version, t2s_model_combine = True, half_precision=True) diff --git a/requirements.txt b/requirements.txt index d6f9a9ee..40f0976e 100644 --- a/requirements.txt +++ b/requirements.txt @@ -11,7 +11,7 @@ onnx onnxruntime; platform_machine == "aarch64" or platform_machine == "arm64" onnxruntime-gpu; platform_machine == "x86_64" or platform_machine == "AMD64" onnxsim -onnxruntime-tools +onnxconverter-common tqdm funasr==1.0.27 cn2an From 633e478b246cc6d0eb971468b582881558b54c3a Mon Sep 17 00:00:00 2001 From: zpeng11 Date: Sun, 24 Aug 2025 02:37:34 -0400 Subject: [PATCH 30/40] feat:clean up playground --- playground/freerun.py | 4 +- playground/onnx_if_node_test.py | 214 ------------------------- playground/output.wav | Bin 318798 -> 0 bytes playground/ref/audio_prompt_hubert.npy | Bin 419456 -> 0 bytes playground/ref/input_bert.npy | Bin 67712 -> 0 bytes playground/ref/input_phones.npy | Bin 392 -> 0 bytes playground/ref/ref_bert.npy | Bin 80000 -> 0 bytes playground/ref/ref_phones.npy | Bin 440 -> 0 bytes 8 files changed, 2 insertions(+), 216 deletions(-) delete mode 100644 playground/onnx_if_node_test.py delete mode 100644 playground/output.wav delete mode 100644 playground/ref/audio_prompt_hubert.npy delete mode 100644 playground/ref/input_bert.npy delete mode 100644 playground/ref/input_phones.npy delete mode 100644 playground/ref/ref_bert.npy delete mode 100644 playground/ref/ref_phones.npy diff --git a/playground/freerun.py b/playground/freerun.py index d290ccb6..4f88f1ae 100644 --- a/playground/freerun.py +++ b/playground/freerun.py @@ -7,7 +7,7 @@ import torch from TTS_infer_pack.TextPreprocessor_onnx import TextPreprocessorOnnx -MODEL_PATH = "onnx/v2proplus_export/v2proplus" +MODEL_PATH = "onnx/v2_export/v2" def audio_postprocess( audios, @@ -135,7 +135,7 @@ vtis = ort.InferenceSession(MODEL_PATH+"_export_vits.onnx") "input_text_phones": input_phones, "pred_semantic": pred_semantic, "spectrum": spectrum.astype(np.float32), - "sv_emb": sv_emb.astype(np.float32) + # "sv_emb": sv_emb.astype(np.float32) }) audio_postprocess([audio]) diff --git a/playground/onnx_if_node_test.py b/playground/onnx_if_node_test.py deleted file mode 100644 index 0497f1a5..00000000 --- a/playground/onnx_if_node_test.py +++ /dev/null @@ -1,214 +0,0 @@ -import torch -import torch.nn as nn -import onnx -import onnxruntime as ort -from onnx import helper, TensorProto -import numpy as np -import os - -# Define file paths -PLAYGROUND_DIR = "playground" -MODEL_A_PATH = os.path.join(PLAYGROUND_DIR, "a.onnx") -MODEL_B_PATH = os.path.join(PLAYGROUND_DIR, "b.onnx") -MODEL_C_PATH = os.path.join(PLAYGROUND_DIR, "c.onnx") - -# --- 1. Create two simple PyTorch modules --- - -class ModelA(nn.Module): - """This model adds 1 to the input.""" - def forward(self, x): - return x + 1.0 - -class ModelB(nn.Module): - """This model multiplies the input by 2.""" - def forward(self, x): - return x * 2.0 - -def create_and_export_models(): - """Creates two nn.Modules and exports them to ONNX.""" - print("Step 1: Creating and exporting PyTorch models A and B...") - os.makedirs(PLAYGROUND_DIR, exist_ok=True) - - # Define a dummy input with a dynamic axis - batch_size = 1 - sequence_length = 10 # This dimension will be dynamic - features = 4 - dummy_input = torch.randn(batch_size, sequence_length, features) - - # Export Model A - print(f"Exporting Model A to {MODEL_A_PATH}") - torch.onnx.export( - ModelA(), - dummy_input, - MODEL_A_PATH, - input_names=['inputA'], - output_names=['output'], - dynamic_axes={'inputA': {1: 'sequenceA'}, 'output': {1: 'sequence'}}, - opset_version=11 # If node requires opset >= 11 - ) - - # Export Model B - print(f"Exporting Model B to {MODEL_B_PATH}") - torch.onnx.export( - ModelB(), - dummy_input, - MODEL_B_PATH, - input_names=['inputB'], - output_names=['output'], - dynamic_axes={'inputB': {1: 'sequenceB'}, 'output': {1: 'sequence'}}, - opset_version=11 - ) - print("Models A and B exported successfully.") - -def combine_models_with_if(): - """ - Reads two ONNX models and combines them into a third model - using an 'If' operator. - """ - print("\nStep 2: Combining models A and B into C with an 'If' node...") - - # Load the two exported ONNX models - model_a = onnx.load(MODEL_A_PATH) - model_b = onnx.load(MODEL_B_PATH) - - # The graphs for the 'then' and 'else' branches of the 'If' operator - then_graph = model_a.graph - then_graph.name = "then_branch_graph" - else_graph = model_b.graph - else_graph.name = "else_branch_graph" - - # The data input for the main graph is defined here. - # We take it from one of the original models. - data_inputA = model_a.graph.input[0] - data_inputB = model_b.graph.input[0] - - # For some onnxruntime versions, subgraphs should not have their own - # explicit 'input' list if the inputs are captured from the parent graph. - # We clear the input lists of the subgraphs to force implicit capture. - del then_graph.input[:] - del else_graph.input[:] - - # The output names of the subgraphs must be the same. - # The 'If' node will have an output with this same name. - subgraph_output_name = model_a.graph.output[0].name - assert subgraph_output_name == model_b.graph.output[0].name, "Subgraph output names must match" - - - # Define the inputs for the main graph - # 1. The boolean condition to select the branch - cond_input = helper.make_tensor_value_info('if_use_a', TensorProto.BOOL, []) - - # The main graph's output is the output from the 'If' node. - # We can use the ValueInfoProto from one of the subgraphs directly. - main_output = model_a.graph.output[0] - - # Create the 'If' node - if_node = helper.make_node( - 'If', - inputs=['if_use_a'], - outputs=[subgraph_output_name], # This name MUST match the subgraph's output name - then_branch=then_graph, - else_branch=else_graph - ) - - # Create the main graph containing the 'If' node. Its inputs are the condition - # AND the data that the subgraphs will capture. - main_graph = helper.make_graph( - nodes=[if_node], - name='if_main_graph', - inputs=[cond_input, data_inputA, data_inputB], - outputs=[main_output] - ) - - # Create the final combined model, specifying the opset and IR version - opset_version = 16 - final_model = helper.make_model(main_graph, - producer_name='onnx-if-combiner', - ir_version=9, # For compatibility with older onnxruntime - opset_imports=[helper.make_opsetid("", opset_version)]) - - # Check the model for correctness - onnx.checker.check_model(final_model) - - # Save the combined model - onnx.save(final_model, MODEL_C_PATH) - print(f"Combined model C saved to {MODEL_C_PATH}") - -def verify_combined_model(): - """ - Loads the combined ONNX model and runs inference to verify - that the 'If' branching and dynamic shapes work correctly. - """ - print("\nStep 3: Verifying the combined model C...") - sess = ort.InferenceSession(MODEL_C_PATH) - - # --- Test Case 1: Select Model A (if_use_a = True) --- - print("\n--- Verifying 'then' branch (Model A) ---") - use_a = np.array(True) - # Use a different sequence length to test dynamic axis - test_seq_len_a = 15 - test_seq_len_b = 10 - input_data_a = np.random.randn(1, test_seq_len_a, 4).astype(np.float32) - input_data_b = np.random.randn(1, test_seq_len_a, 4).astype(np.float32) - - # Run inference - outputs = sess.run( - None, - {'if_use_a': use_a, 'inputA': input_data_a, 'inputB': input_data_b} - ) - result_a = outputs[0] - - # Calculate expected output from Model A - expected_a = input_data_a + 1.0 - - # Verify the output and shape - np.testing.assert_allclose(result_a, expected_a, rtol=1e-5, atol=1e-5) - assert result_a.shape[1] == test_seq_len_a, "Dynamic shape failed for branch A" - print("✅ Branch A (if_use_a=True) works correctly.") - print(f"✅ Dynamic shape test passed (input seq_len={test_seq_len_a}, output seq_len={result_a.shape[1]})") - - # --- Test Case 2: Select Model B (if_use_a = False) --- - print("\n--- Verifying 'else' branch (Model B) ---") - use_b = np.array(False) - # Use another sequence length - test_seq_len_a = 8 - test_seq_len_b = 5 - input_data_a = np.random.randn(1, test_seq_len_a, 4).astype(np.float32) - input_data_b = np.random.randn(1, test_seq_len_b, 4).astype(np.float32) - - # Run inference - outputs = sess.run( - None, - {'if_use_a': use_b, 'inputA': input_data_a, 'inputB': input_data_b} - ) - result_b = outputs[0] - - # Calculate expected output from Model B - expected_b = input_data_b * 2.0 - - # Verify the output and shape - np.testing.assert_allclose(result_b, expected_b, rtol=1e-5, atol=1e-5) - assert result_b.shape[1] == test_seq_len_b, "Dynamic shape failed for branch B" - print("✅ Branch B (if_use_a=False) works correctly.") - print(f"✅ Dynamic shape test passed (input seq_len={test_seq_len_b}, output seq_len={result_b.shape[1]})") - -def cleanup(): - """Removes the intermediate ONNX files.""" - print("\nCleaning up intermediate files...") - for path in [MODEL_A_PATH, MODEL_B_PATH]: - if os.path.exists(path): - os.remove(path) - print(f"Removed {path}") - -def main(): - """Main function to run the entire process.""" - try: - create_and_export_models() - combine_models_with_if() - verify_combined_model() - finally: - cleanup() - print("\nAll steps completed successfully!") - -if __name__ == "__main__": - main() diff --git a/playground/output.wav b/playground/output.wav deleted file mode 100644 index ad75c328bd06bb6b8dfe56d39b7c5e602578a8ab..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 318798 zcmbTe1(+09(>B~bwmY-Fuy}BH4G`RdySqEVAvgq2g1fsWxO>px?!JqxkG7xx?(Jv( zC3)WOdcW(Nxu)gx=_6Hjs_K+X%ZByp)qBNJ?P|8I+jq#Q++h?&(fCr6a3NC^LxoX| z8@6g4huelt>osfGs$Od+t{e9l)329u!(3_~^!gpan`NTE;b% zQBH_)M)5bF|Ly*ps{hZI|L((V=zlK#zwIOgLjS33%rw}Vas40o{pW1dG;0Ts=JS7- zn)jKdnXNDxEg46nj6q+)mWd7Jgj(jat<7R+n2PR0!mW@+%wI0xbQe|i?gnt`L>wTU6K 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zI~^F#~a5Ro7t6F0qH#Bg@mFlW9?bbqKFTW~GnoC!Q%xDhQ4FAaB!bcz&F z>UZ+4Hg}fu<$S&?-$lPPUU#BzF+DIn@Uvz+Ore)+UnW0lhguJ< zHRRHs9-AIRCkSW5LvqDasmrC22c(aoj{!AjX-a9zEXtKzM+-H}d(rozmPjW@CkONt z)A(s|xGD&RnP|XrwC6bIfxr$y<^) zUBndUB=N^5Q?_I;v6tA@*VQ+bST8u6CYvUkp3poCH{9QhzZqH5l+ESl#J7`eT*>rX6+6b#-buSSg v`aUIf{o?t>gN*4J;Tho{DC0X@&X%h*Rhm{xD+Tk37h*5OmQlLcfBF9dYMo^( diff --git a/playground/ref/ref_phones.npy b/playground/ref/ref_phones.npy deleted file mode 100644 index b8abf26e56fc3267c159a5850c3c5f9aa2405b1e..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 440 zcmbR27wQ`j$;eQ~P_3SlTAW;@Zl$1ZlWC!@qoAIaUsO_*m=~X4l#&V(cT3DEP6dh= zXCxM+0{I$-Its>?nmP)#3giN=y9^L;97_Ly($}CgOnxhr{|ie0$H8}Cgh+gV%Flz+ z&1ifUsJh=!adi8ZL&fhw=`<(}Grs`Jhq<>E%6|-{E1|R<)E+G;{QxRn45c4J={zV6 R^Y1PwA7 Date: Mon, 25 Aug 2025 01:46:53 -0400 Subject: [PATCH 31/40] feat:rename and features to onnx export --- .../export_roberta_onnx.py | 24 ++++++++++++++----- GPT_SoVITS/onnx_export_v1v2.py | 13 ++++++++++ 2 files changed, 31 insertions(+), 6 deletions(-) rename playground/export_bert.py => GPT_SoVITS/export_roberta_onnx.py (91%) diff --git a/playground/export_bert.py b/GPT_SoVITS/export_roberta_onnx.py similarity index 91% rename from playground/export_bert.py rename to GPT_SoVITS/export_roberta_onnx.py index b8d413c9..860d1af2 100644 --- a/playground/export_bert.py +++ b/GPT_SoVITS/export_roberta_onnx.py @@ -8,6 +8,8 @@ import argparse import os import shutil import numpy as np +import onnxsim +import onnx class CombinedBERTModel(nn.Module): """Wrapper class that combines BERT tokenizer preprocessing and model inference.""" @@ -58,10 +60,16 @@ def export_bert_to_onnx( output_names=['logits'], dynamic_axes={ 'input_ids': {0: 'batch_size', 1: 'sequence_length'}, - 'logits': {0: 'batch_size', 1: 'sequence_length'} + 'logits': {0: 'logits_length'} } ) - + # Load the ONNX model + model = onnx.load(onnx_path) + # Simplify the model + model_simplified, _ = onnxsim.simplify(model) + # Save the simplified model + onnx.save(model_simplified, onnx_path) + # Copy tokenizer.json if it exists tokenizer_cache_dir = combined_model.tokenizer.name_or_path if os.path.isdir(tokenizer_cache_dir): @@ -117,16 +125,20 @@ def test_model_equivalence(original_model, onnx_path: str, max_seq_length: int = # Create test input batch_size = 1 test_input_ids = torch.randint(0, original_model.tokenizer.vocab_size, (batch_size, max_seq_length)) - + input_ids = original_model.tokenizer.encode("原神,启动!", return_tensors="pt") + + # Get PyTorch output original_model.eval() with torch.no_grad(): - pytorch_output = original_model(test_input_ids).numpy() + pytorch_output = original_model(input_ids).numpy() # Get ONNX output ort_session = ort.InferenceSession(onnx_path) - onnx_output = ort_session.run(None, {"input_ids": test_input_ids.numpy()})[0] - + onnx_output = ort_session.run(None, {"input_ids": input_ids.numpy()})[0] + + print(f"PyTorch output shape: {pytorch_output.shape}") + print(f"ONNX output shape: {onnx_output.shape}") # Compare outputs max_diff = np.max(np.abs(pytorch_output - onnx_output)) mean_diff = np.mean(np.abs(pytorch_output - onnx_output)) diff --git a/GPT_SoVITS/onnx_export_v1v2.py b/GPT_SoVITS/onnx_export_v1v2.py index 700787c3..556174ed 100644 --- a/GPT_SoVITS/onnx_export_v1v2.py +++ b/GPT_SoVITS/onnx_export_v1v2.py @@ -462,6 +462,19 @@ def export(vits_path, gpt_path, project_name, voice_model_version, t2s_model_com convert_onnx_to_half(f"onnx/{project_name}/{project_name}_t2s_init_step.onnx") convert_onnx_to_half(f"onnx/{project_name}/{project_name}_t2s_stage_step.onnx") + configJson = { + "project_name": project_name, + "type": "GPTSoVits", + "version" : voice_model_version, + "bert_base_path": 'GPT_SoVITS/pretrained_models/chinese-roberta-wwm-ext-large', + "cnhuhbert_base_path": 'GPT_SoVITS/pretrained_models/chinese-hubert-base', + "t2s_weights_path": gpt_path, + "vits_weights_path": vits_path, + "half_precision": half_precision + } + with open(f"onnx/{project_name}/config.json", "w", encoding="utf-8") as f: + json.dump(configJson, f, ensure_ascii=False, indent=4) + if __name__ == "__main__": try: os.mkdir("onnx") From 26228402e3e94fe95bd9ad863deaed46989058cf Mon Sep 17 00:00:00 2001 From: zpeng11 Date: Mon, 25 Aug 2025 12:06:26 -0400 Subject: [PATCH 32/40] feat:solve unified kv cache shape handling, todo: clean up upper level to unify first and following step --- GPT_SoVITS/AR/models/t2s_model_onnx.py | 12 ++-- .../AR/modules/patched_mha_with_cache_onnx.py | 38 +++++------ GPT_SoVITS/onnx_export_v1v2.py | 63 ++++++++++--------- playground/freerun.py | 6 +- 4 files changed, 57 insertions(+), 62 deletions(-) diff --git a/GPT_SoVITS/AR/models/t2s_model_onnx.py b/GPT_SoVITS/AR/models/t2s_model_onnx.py index 438b843e..5050d78d 100644 --- a/GPT_SoVITS/AR/models/t2s_model_onnx.py +++ b/GPT_SoVITS/AR/models/t2s_model_onnx.py @@ -128,7 +128,7 @@ class T2SFirstStageDecoder(nn.Module): self.early_stop_num = early_stop_num self.num_layers = num_layers - def forward(self, x, prompt, top_k = None, top_p = None, repetition_penalty = None, temperature = None): + def forward(self, x, prompt, top_k = None, top_p = None, repetition_penalty = None, temperature = None, first_infer = None): if top_k is None: top_k = torch.LongTensor([15]).to(device=x.device) if top_p is None: @@ -146,7 +146,7 @@ class T2SFirstStageDecoder(nn.Module): "k": None, "v": None, "y_emb": None, - "first_infer": 1, + "first_infer": first_infer, "stage": 0, } @@ -216,7 +216,7 @@ class T2SStageDecoder(nn.Module): self.early_stop_num = early_stop_num self.num_layers = num_layers - def forward(self, y, k, v, y_emb, x_example, top_k = None, top_p = None, repetition_penalty = None, temperature = None): + def forward(self, y, k, v, y_emb, x_example, top_k = None, top_p = None, repetition_penalty = None, temperature = None, first_infer = None): if top_k is None: top_k = torch.LongTensor([15]).to(device=y.device) if top_p is None: @@ -231,7 +231,7 @@ class T2SStageDecoder(nn.Module): "k": torch.nn.functional.pad(k, (0, 0, 0, 0, 0, 1)), "v": torch.nn.functional.pad(v, (0, 0, 0, 0, 0, 1)), "y_emb": y_emb, - "first_infer": 0, + "first_infer": first_infer, "stage": 0, } @@ -336,11 +336,11 @@ class Text2SemanticDecoder(nn.Module): prefix_len = prompts.shape[1] x = self.onnx_encoder(x, bert_feature) - y, k, v, y_emb, x_example = self.first_stage_decoder(x, prompts, top_k=top_k) + y, k, v, y_emb, x_example = self.first_stage_decoder(x, prompts, top_k=top_k, first_infer=torch.LongTensor([1])) stop = False for idx in tqdm(range(1, 1500)): - enco = self.stage_decoder(y, k, v, y_emb, x_example, top_k=top_k) + enco = self.stage_decoder(y, k, v, y_emb, x_example, top_k=top_k, first_infer=torch.LongTensor([0])) y, k, v, y_emb, logits, samples = enco if early_stop_num != -1 and (y.shape[1] - prefix_len) > early_stop_num: stop = True diff --git a/GPT_SoVITS/AR/modules/patched_mha_with_cache_onnx.py b/GPT_SoVITS/AR/modules/patched_mha_with_cache_onnx.py index 03fbeba9..04ad5d87 100644 --- a/GPT_SoVITS/AR/modules/patched_mha_with_cache_onnx.py +++ b/GPT_SoVITS/AR/modules/patched_mha_with_cache_onnx.py @@ -48,33 +48,23 @@ def multi_head_attention_forward_patched( proj_qkv = linear(query, in_proj_weight, in_proj_bias) proj_qkv = proj_qkv.unflatten(-1, (3, query.size(-1))).unsqueeze(0).transpose(0, -2).squeeze(-2).contiguous() q, k, v = proj_qkv[0], proj_qkv[1], proj_qkv[2] - # 首轮qkv会产生多个batch,后续每轮只会产生一个batch, - # onnx导出时处理batch变化导致的输出形状变化非常无力, - # 已尝试过where方法,索引方法,尽管可以动态运行正常导出, - # 但都无法在onnx运行时正确处理kv cache形状导致抛出错误 - # 此实现需要整体重写,将kvcache增长和prefill交给外部调用 - if cache["first_infer"] == 1: - cache["k"][cache["stage"]] = k - cache["v"][cache["stage"]] = v - else: - cache["k"][cache["stage"]] = torch.cat([cache["k"][cache["stage"]][:-1], k], 0) - cache["v"][cache["stage"]] = torch.cat([cache["v"][cache["stage"]][:-1], v], 0) - k = cache["k"][cache["stage"]] - v = cache["v"][cache["stage"]] + # 使用动态形状推断来统一处理kv cache首步和后续步骤形状差异 # # k,v : [N, 1, 512] at first time, [1, 1, 512] afterwards # # cache_k, cache_v : [1, N, 1, 512] size increasement is prepared outside - # first_infer_mask = cache["first_infer"] - # cache_k = cache["k"][cache["stage"]] - # cache_v = cache["v"][cache["stage"]] - # # Magic to get an index of either -1 or -N according to if first_infer_mask is set - # index_offset = torch.min(torch.tensor([-1]).to(k.device).to(torch.int64), -1 * first_infer_mask * k.shape[0]) - # cache_k[0, index_offset :, :, :] = k - # cache_v[0, index_offset :, :, :] = v - # cache["k"][cache["stage"]] = cache_k - # cache["v"][cache["stage"]] = cache_v - # k = cache_k - # v = cache_v + first_infer_mask = cache["first_infer"] + cache_k = cache["k"][cache["stage"]] + cache_v = cache["v"][cache["stage"]] + # Magic to get an index of either -1 or -N according to if first_infer_mask is set + minus_one = torch.tensor([-1]).to(k.device).to(torch.int64) + multipled = minus_one * first_infer_mask * torch.onnx.operators.shape_as_tensor(query)[0] + index_offset = torch.min(minus_one, multipled) + cache_k[index_offset :, :, :] = k + cache_v[index_offset :, :, :] = v + cache["k"][cache["stage"]] = cache_k + cache["v"][cache["stage"]] = cache_v + k = cache_k + v = cache_v cache["stage"] = (cache["stage"] + 1) % cache["all_stage"] diff --git a/GPT_SoVITS/onnx_export_v1v2.py b/GPT_SoVITS/onnx_export_v1v2.py index 556174ed..f8ffbc28 100644 --- a/GPT_SoVITS/onnx_export_v1v2.py +++ b/GPT_SoVITS/onnx_export_v1v2.py @@ -112,14 +112,15 @@ class T2SInitStep(nn.Module): self.fsdc = t2s.first_stage_decoder self.vits = vits - def forward(self, ref_seq, text_seq, ref_bert, text_bert, ssl_content, top_k=None, top_p=None, repetition_penalty=None, temperature=None): + def forward(self, ref_seq, text_seq, ref_bert, text_bert, ssl_content, top_k=None, top_p=None, repetition_penalty=None, temperature=None, first_infer=None): + first_infer = first_infer.to(torch.int64) codes = self.vits.extract_latent(ssl_content) prompt_semantic = codes[0, 0] bert = torch.cat([ref_bert.transpose(0, 1), text_bert.transpose(0, 1)], 1) all_phoneme_ids = torch.cat([ref_seq, text_seq], 1) bert = bert.unsqueeze(0) prompt = prompt_semantic.unsqueeze(0) - [y, k, v, y_emb, x_example] = self.fsdc(self.encoder(all_phoneme_ids, bert), prompt, top_k=top_k, top_p=top_p, repetition_penalty=repetition_penalty, temperature=temperature) + [y, k, v, y_emb, x_example] = self.fsdc(self.encoder(all_phoneme_ids, bert), prompt, top_k=top_k, top_p=top_p, repetition_penalty=repetition_penalty, temperature=temperature, first_infer=first_infer) fake_logits = torch.zeros((1, 1025), dtype=torch.float32) # Dummy logits for ONNX export fake_samples = torch.zeros((1, 1), dtype=torch.int32) # Dummy samples for ONNX export return y, k, v, y_emb, x_example, fake_logits, fake_samples @@ -129,8 +130,9 @@ class T2SStageStep(nn.Module): super().__init__() self.stage_decoder = stage_decoder - def forward(self, iy, ik, iv, iy_emb, ix_example, top_k=None, top_p=None, repetition_penalty=None, temperature=None): - [y, k, v, y_emb, logits, samples] = self.stage_decoder(iy, ik, iv, iy_emb, ix_example, top_k=top_k, top_p=top_p, repetition_penalty=repetition_penalty, temperature=temperature) + def forward(self, iy, ik, iv, iy_emb, ix_example, top_k=None, top_p=None, repetition_penalty=None, temperature=None, first_infer=None): + first_infer = first_infer.to(torch.int64) + [y, k, v, y_emb, logits, samples] = self.stage_decoder(iy, ik, iv, iy_emb, ix_example, top_k=top_k, top_p=top_p, repetition_penalty=repetition_penalty, temperature=temperature, first_infer=first_infer) fake_x_example = torch.zeros((1, 512), dtype=torch.float32) # Dummy x_example for ONNX export return y, k, v, y_emb, fake_x_example, logits, samples @@ -155,10 +157,10 @@ class T2SModel(nn.Module): def forward(self, ref_seq, text_seq, ref_bert, text_bert, ssl_content, top_k=None, top_p=None, repetition_penalty=None, temperature=None): # [1,N] [1,N] [N, 1024] [N, 1024] [1, 768, N] - y, k, v, y_emb, x_example, fake_logits, fake_samples = self.init_step(ref_seq, text_seq, ref_bert, text_bert, ssl_content, top_k=top_k, top_p=top_p, repetition_penalty=repetition_penalty, temperature=temperature) + y, k, v, y_emb, x_example, fake_logits, fake_samples = self.init_step(ref_seq, text_seq, ref_bert, text_bert, ssl_content, top_k=top_k, top_p=top_p, repetition_penalty=repetition_penalty, temperature=temperature, first_infer=torch.LongTensor([1])) for idx in range(5): # This is a fake one! DO NOT take this as reference - enco = self.stage_decoder(y, k, v, y_emb, x_example, top_k=top_k, top_p=top_p, repetition_penalty=repetition_penalty, temperature=temperature) + enco = self.stage_decoder(y, k, v, y_emb, x_example, top_k=top_k, top_p=top_p, repetition_penalty=repetition_penalty, temperature=temperature, first_infer=torch.LongTensor([0])) y, k, v, y_emb, logits, samples = enco # if torch.argmax(logits, dim=-1)[0] == self.t2s_model.EOS or samples[0, 0] == self.t2s_model.EOS: # break @@ -168,9 +170,9 @@ class T2SModel(nn.Module): def export(self, ref_seq, text_seq, ref_bert, text_bert, ssl_content, project_name, top_k=None, top_p=None, repetition_penalty=None, temperature=None): torch.onnx.export( self.init_step, - (ref_seq, text_seq, ref_bert, text_bert, ssl_content, top_k, top_p, repetition_penalty, temperature), + (ref_seq, text_seq, ref_bert, text_bert, ssl_content, top_k, top_p, repetition_penalty, temperature, torch.Tensor([True]).to(torch.bool)), f"onnx/{project_name}/{project_name}_t2s_init_step.onnx", - input_names=["ref_text_phones", "input_text_phones", "ref_text_bert", "input_text_bert", "hubert_ssl_content", "top_k", "top_p", "repetition_penalty", "temperature"], + input_names=["ref_text_phones", "input_text_phones", "ref_text_bert", "input_text_bert", "hubert_ssl_content", "top_k", "top_p", "repetition_penalty", "temperature", "if_init_step"], output_names=["y", "k", "v", "y_emb", "x_example", 'logits', 'samples'], dynamic_axes={ "ref_text_phones": {1: "ref_length"}, @@ -180,16 +182,17 @@ class T2SModel(nn.Module): "hubert_ssl_content": {2: "ssl_length"}, }, opset_version=16, + do_constant_folding=False ) - simplify_onnx_model(f"onnx/{project_name}/{project_name}_t2s_init_step.onnx") - y, k, v, y_emb, x_example, fake_logits, fake_samples = self.init_step(ref_seq, text_seq, ref_bert, text_bert, ssl_content, top_k=top_k, top_p=top_p, repetition_penalty=repetition_penalty, temperature=temperature) + # simplify_onnx_model(f"onnx/{project_name}/{project_name}_t2s_init_step.onnx") + y, k, v, y_emb, x_example, fake_logits, fake_samples = self.init_step(ref_seq, text_seq, ref_bert, text_bert, ssl_content, top_k=top_k, top_p=top_p, repetition_penalty=repetition_penalty, temperature=temperature, first_infer=torch.Tensor([True]).to(torch.bool)) stage_step = T2SStageStep(self.stage_decoder) torch.onnx.export( stage_step, - (y, k, v, y_emb, x_example, top_k, top_p, repetition_penalty, temperature), + (y, k, v, y_emb, x_example, top_k, top_p, repetition_penalty, temperature, torch.Tensor([False]).to(torch.bool)), f"onnx/{project_name}/{project_name}_t2s_stage_step.onnx", - input_names=["iy", "ik", "iv", "iy_emb", "ix_example", "top_k", "top_p", "repetition_penalty", "temperature"], + input_names=["iy", "ik", "iv", "iy_emb", "ix_example", "top_k", "top_p", "repetition_penalty", "temperature", "if_init_step"], output_names=["y", "k", "v", "y_emb","x_example", "logits", "samples"], dynamic_axes={ "iy": {1: "iy_length"}, @@ -329,7 +332,7 @@ def combineInitStepAndStageStep(init_step_onnx_path, stage_step_onnx_path, combi # Define the inputs for the main graph # 1. The boolean condition to select the branch - cond_input = helper.make_tensor_value_info('if_init_step', TensorProto.BOOL, []) + # cond_input = helper.make_tensor_value_info('if_init_step', TensorProto.BOOL, []) main_outputs = [output for output in init_step_model.graph.output] @@ -346,7 +349,7 @@ def combineInitStepAndStageStep(init_step_onnx_path, stage_step_onnx_path, combi main_graph = helper.make_graph( nodes=[if_node], name="t2s_combined_graph", - inputs=[cond_input] + data_inputs_init + data_inputs_stage, + inputs= data_inputs_init + data_inputs_stage, outputs=main_outputs ) @@ -483,29 +486,29 @@ if __name__ == "__main__": # 因为io太频繁,可能导致模型导出出错(wsl非常明显),请自行重试 - gpt_path = "GPT_SoVITS/pretrained_models/s1bert25hz-2kh-longer-epoch=68e-step=50232.ckpt" - vits_path = "GPT_SoVITS/pretrained_models/s2G488k.pth" - exp_path = "v1_export" - version = "v1" - export(vits_path, gpt_path, exp_path, version) + # gpt_path = "GPT_SoVITS/pretrained_models/s1bert25hz-2kh-longer-epoch=68e-step=50232.ckpt" + # vits_path = "GPT_SoVITS/pretrained_models/s2G488k.pth" + # exp_path = "v1_export" + # version = "v1" + # export(vits_path, gpt_path, exp_path, version) gpt_path = "GPT_SoVITS/pretrained_models/gsv-v2final-pretrained/s1bert25hz-5kh-longer-epoch=12-step=369668.ckpt" vits_path = "GPT_SoVITS/pretrained_models/gsv-v2final-pretrained/s2G2333k.pth" exp_path = "v2_export" version = "v2" - export(vits_path, gpt_path, exp_path, version) + export(vits_path, gpt_path, exp_path, version, t2s_model_combine = True) - gpt_path = "GPT_SoVITS/pretrained_models/s1v3.ckpt" - vits_path = "GPT_SoVITS/pretrained_models/v2Pro/s2Gv2Pro.pth" - exp_path = "v2pro_export" - version = "v2Pro" - export(vits_path, gpt_path, exp_path, version) + # gpt_path = "GPT_SoVITS/pretrained_models/s1v3.ckpt" + # vits_path = "GPT_SoVITS/pretrained_models/v2Pro/s2Gv2Pro.pth" + # exp_path = "v2pro_export" + # version = "v2Pro" + # export(vits_path, gpt_path, exp_path, version) - gpt_path = "GPT_SoVITS/pretrained_models/gsv-v2final-pretrained/s1bert25hz-5kh-longer-epoch=12-step=369668.ckpt" - vits_path = "GPT_SoVITS/pretrained_models/v2Pro/s2Gv2ProPlus.pth" - exp_path = "v2proplus_export" - version = "v2ProPlus" - export(vits_path, gpt_path, exp_path, version, t2s_model_combine = True, half_precision=True) + # gpt_path = "GPT_SoVITS/pretrained_models/gsv-v2final-pretrained/s1bert25hz-5kh-longer-epoch=12-step=369668.ckpt" + # vits_path = "GPT_SoVITS/pretrained_models/v2Pro/s2Gv2ProPlus.pth" + # exp_path = "v2proplus_export" + # version = "v2ProPlus" + # export(vits_path, gpt_path, exp_path, version, t2s_model_combine = True, half_precision=True) diff --git a/playground/freerun.py b/playground/freerun.py index 4f88f1ae..93045381 100644 --- a/playground/freerun.py +++ b/playground/freerun.py @@ -98,7 +98,8 @@ t2s_combined = ort.InferenceSession(MODEL_PATH+"_export_t2s_combined.onnx") "top_k": top_k, "top_p": top_p, "repetition_penalty": repetition_penalty, - "temperature": temperature + "temperature": temperature, + "if_init_step": np.array([True], dtype=bool) }) # t2s_stage_step = ort.InferenceSession(MODEL_PATH+"_export_t2s_sdec.onnx") @@ -120,7 +121,8 @@ for idx in tqdm(range(1, 1500)): "top_k": top_k, "top_p": top_p, "repetition_penalty": repetition_penalty, - "temperature": temperature + "temperature": temperature, + "if_init_step": np.array([False], dtype=bool) }) if np.argmax(logits, axis=-1)[0] == 1024 or samples[0, 0] == 1024: # 1024 is the EOS token break From d413a4f5b19a073b35e183f15db3b82d2442df24 Mon Sep 17 00:00:00 2001 From: zpeng11 Date: Mon, 25 Aug 2025 17:07:38 -0400 Subject: [PATCH 33/40] run time working --- GPT_SoVITS/AR/models/t2s_model_onnx.py | 91 +++++++++++++++++--------- 1 file changed, 60 insertions(+), 31 deletions(-) diff --git a/GPT_SoVITS/AR/models/t2s_model_onnx.py b/GPT_SoVITS/AR/models/t2s_model_onnx.py index 5050d78d..58c20263 100644 --- a/GPT_SoVITS/AR/models/t2s_model_onnx.py +++ b/GPT_SoVITS/AR/models/t2s_model_onnx.py @@ -128,7 +128,7 @@ class T2SFirstStageDecoder(nn.Module): self.early_stop_num = early_stop_num self.num_layers = num_layers - def forward(self, x, prompt, top_k = None, top_p = None, repetition_penalty = None, temperature = None, first_infer = None): + def forward(self, x, prompt, y_emb, top_k = None, top_p = None, repetition_penalty = None, temperature = None, first_infer = None, x_seq_len = None, y_seq_len = None): if top_k is None: top_k = torch.LongTensor([15]).to(device=x.device) if top_p is None: @@ -137,6 +137,7 @@ class T2SFirstStageDecoder(nn.Module): repetition_penalty = torch.FloatTensor([1.0]).to(device=x.device) if temperature is None: temperature = torch.FloatTensor([1.0]).to(device=x.device) + minus_one = torch.tensor([-1]).to(x.device).to(torch.int64) y = prompt x_example = x[:, :, 0] * 0.0 @@ -145,45 +146,59 @@ class T2SFirstStageDecoder(nn.Module): "all_stage": self.num_layers, "k": None, "v": None, - "y_emb": None, + "y_emb": y_emb, "first_infer": first_infer, "stage": 0, } - y_emb = self.ar_audio_embedding(y) + # 运行时判断对最后一个y还是整个y做embedding,以正确应对首次和后续 + multipled = minus_one * first_infer * torch.onnx.operators.shape_as_tensor(y)[1] + index_offset = torch.min(minus_one, multipled) + y_to_emb = y[:, index_offset:] + print("y_emb shape:", y_emb.shape) + + y_emb = torch.cat( + [ + cache["y_emb"], + self.ar_audio_embedding(y_to_emb), + ], + 1, + ) cache["y_emb"] = y_emb + y_pos = self.ar_audio_position(y_emb) xy_pos = torch.concat([x, y_pos], dim=1) - y_example = y_pos[:, :, 0] * 0.0 - x_attn_mask = torch.matmul(x_example.transpose(0, 1), x_example).bool() - y_attn_mask = torch.ones_like(torch.matmul(y_example.transpose(0, 1), y_example), dtype=torch.int64) + # 运行时判断对最后一个xy_pos还是整个xy_pos做self attention + multipled = minus_one * first_infer * torch.onnx.operators.shape_as_tensor(xy_pos)[1] + index_offset = torch.min(minus_one, multipled) + xy_pos = xy_pos[:, index_offset:] + + # 构造xy的attention mask + x_attn_mask = torch.zeros((x_seq_len, x_seq_len)).bool() + y_attn_mask = torch.ones((y_seq_len, y_seq_len)).to(torch.int64) y_attn_mask = torch.cumsum(y_attn_mask, dim=1) - torch.cumsum( - torch.ones_like( - y_example.transpose(0, 1), + torch.ones( + (y_seq_len, 1), dtype=torch.int64, ), dim=0, ) y_attn_mask = y_attn_mask > 0 - x_y_pad = torch.matmul(x_example.transpose(0, 1), y_example).bool() - y_x_pad = torch.matmul(y_example.transpose(0, 1), x_example).bool() - x_attn_mask_pad = torch.cat([x_attn_mask, torch.ones_like(x_y_pad)], dim=1) + x_y_pad = torch.ones((x_seq_len, y_seq_len)).to(torch.bool) + y_x_pad = torch.zeros((y_seq_len, x_seq_len)).to(torch.bool) + + x_attn_mask_pad = torch.cat([x_attn_mask, x_y_pad], dim=1) y_attn_mask = torch.cat([y_x_pad, y_attn_mask], dim=1) xy_attn_mask = torch.concat([x_attn_mask_pad, y_attn_mask], dim=0) - cache["k"] = ( - torch.matmul(x_attn_mask_pad[0].float().unsqueeze(-1), torch.zeros((1, 512))) - .unsqueeze(1) - .repeat(self.num_layers, 1, 1, 1) - ) - cache["v"] = ( - torch.matmul(x_attn_mask_pad[0].float().unsqueeze(-1), torch.zeros((1, 512))) - .unsqueeze(1) - .repeat(self.num_layers, 1, 1, 1) - ) + print("first iter xy_attn_mask shape:", xy_attn_mask.shape) + cache["k"] = torch.zeros((self.num_layers, (x_seq_len + y_seq_len), 1, 512), dtype=torch.float) + cache["v"] = torch.zeros((self.num_layers, (x_seq_len + y_seq_len), 1, 512), dtype=torch.float) + + print("first iter cache k shape:", cache["k"].shape, 'cache v shape:', cache["v"].shape) xy_dec = self.h(xy_pos, mask=xy_attn_mask, cache=cache) logits = self.ar_predict_layer(xy_dec[:, -1]) @@ -216,7 +231,7 @@ class T2SStageDecoder(nn.Module): self.early_stop_num = early_stop_num self.num_layers = num_layers - def forward(self, y, k, v, y_emb, x_example, top_k = None, top_p = None, repetition_penalty = None, temperature = None, first_infer = None): + def forward(self, x, y, k, v, y_emb, x_example, top_k = None, top_p = None, repetition_penalty = None, temperature = None, first_infer = None): if top_k is None: top_k = torch.LongTensor([15]).to(device=y.device) if top_p is None: @@ -225,7 +240,8 @@ class T2SStageDecoder(nn.Module): repetition_penalty = torch.FloatTensor([1.0]).to(device=y.device) if temperature is None: temperature = torch.FloatTensor([1.0]).to(device=y.device) - + minus_one = torch.tensor([-1]).to(y.device).to(torch.int64) + cache = { "all_stage": self.num_layers, "k": torch.nn.functional.pad(k, (0, 0, 0, 0, 0, 1)), @@ -235,22 +251,32 @@ class T2SStageDecoder(nn.Module): "stage": 0, } + # 运行时判断对最后一个y还是整个y做embedding,以正确应对首次和后续 + multipled = minus_one * first_infer * torch.onnx.operators.shape_as_tensor(y)[1] + index_offset = torch.min(minus_one, multipled) + y_to_emb = y[:, index_offset:] + # 对y输入进行embedding y_emb = torch.cat( [ cache["y_emb"], - self.ar_audio_embedding(y[:, -1:]), + self.ar_audio_embedding(y_to_emb), ], 1, ) cache["y_emb"] = y_emb y_pos = self.ar_audio_position(y_emb) + # 与x输入拼接做attention准备 + xy_pos = torch.concat([x, y_pos], dim=1) - xy_pos = y_pos[:, -1:] + # 运行时判断对最后一个xy_pos还是整个xy_pos做self attention + multipled = minus_one * first_infer * torch.onnx.operators.shape_as_tensor(xy_pos)[1] + index_offset = torch.min(minus_one, multipled) + xy_pos = xy_pos[:, index_offset:] - y_example = y_pos[:, :, 0] * 0.0 - - xy_attn_mask = torch.cat([x_example, y_example], dim=1) - xy_attn_mask = torch.zeros_like(xy_attn_mask, dtype=torch.bool) + x_example_len = torch.onnx.operators.shape_as_tensor(x_example)[1] + y_example_len = torch.onnx.operators.shape_as_tensor(y_pos)[1] + xy_attn_mask = torch.zeros((1, x_example_len + y_example_len), dtype=torch.bool) + print('xy_attn_mask shape:', xy_attn_mask.shape) xy_dec = self.h(xy_pos, mask=xy_attn_mask, cache=cache) logits = self.ar_predict_layer(xy_dec[:, -1]) @@ -336,11 +362,14 @@ class Text2SemanticDecoder(nn.Module): prefix_len = prompts.shape[1] x = self.onnx_encoder(x, bert_feature) - y, k, v, y_emb, x_example = self.first_stage_decoder(x, prompts, top_k=top_k, first_infer=torch.LongTensor([1])) + y, k, v, y_emb, x_example = self.first_stage_decoder(x, prompts, torch.empty((1,0,512)).to(torch.float), top_k=top_k, + first_infer=torch.LongTensor([1]), + x_seq_len=x.shape[1], y_seq_len=prompts.shape[1]) stop = False for idx in tqdm(range(1, 1500)): - enco = self.stage_decoder(y, k, v, y_emb, x_example, top_k=top_k, first_infer=torch.LongTensor([0])) + enco = self.stage_decoder( torch.empty((1,0,512)).to(torch.float) ,y, k, v, y_emb, x_example, top_k=top_k, + first_infer=torch.LongTensor([0])) y, k, v, y_emb, logits, samples = enco if early_stop_num != -1 and (y.shape[1] - prefix_len) > early_stop_num: stop = True From c85ee3d5212dd9255aa85e4407341540e6384385 Mon Sep 17 00:00:00 2001 From: zpeng11 Date: Mon, 25 Aug 2025 17:57:04 -0400 Subject: [PATCH 34/40] feat:successfully unified first step and following step --- GPT_SoVITS/AR/models/t2s_model_onnx.py | 164 ++++++------------------- 1 file changed, 38 insertions(+), 126 deletions(-) diff --git a/GPT_SoVITS/AR/models/t2s_model_onnx.py b/GPT_SoVITS/AR/models/t2s_model_onnx.py index 58c20263..203cbfc4 100644 --- a/GPT_SoVITS/AR/models/t2s_model_onnx.py +++ b/GPT_SoVITS/AR/models/t2s_model_onnx.py @@ -105,110 +105,6 @@ class OnnxEncoder(nn.Module): x = x + self.bert_proj(bert_feature.transpose(1, 2)) return self.ar_text_position(x) - -class T2SFirstStageDecoder(nn.Module): - def __init__( - self, - ar_audio_embedding, - ar_audio_position, - h, - ar_predict_layer, - loss_fct, - ar_accuracy_metric, - early_stop_num, - num_layers, - ): - super().__init__() - self.ar_audio_embedding = ar_audio_embedding - self.ar_audio_position = ar_audio_position - self.h = h - self.ar_predict_layer = ar_predict_layer - self.loss_fct = loss_fct - self.ar_accuracy_metric = ar_accuracy_metric - self.early_stop_num = early_stop_num - self.num_layers = num_layers - - def forward(self, x, prompt, y_emb, top_k = None, top_p = None, repetition_penalty = None, temperature = None, first_infer = None, x_seq_len = None, y_seq_len = None): - if top_k is None: - top_k = torch.LongTensor([15]).to(device=x.device) - if top_p is None: - top_p = torch.FloatTensor([1.0]).to(device=x.device) - if repetition_penalty is None: - repetition_penalty = torch.FloatTensor([1.0]).to(device=x.device) - if temperature is None: - temperature = torch.FloatTensor([1.0]).to(device=x.device) - minus_one = torch.tensor([-1]).to(x.device).to(torch.int64) - - y = prompt - x_example = x[:, :, 0] * 0.0 - # N, 1, 512 - cache = { - "all_stage": self.num_layers, - "k": None, - "v": None, - "y_emb": y_emb, - "first_infer": first_infer, - "stage": 0, - } - - # 运行时判断对最后一个y还是整个y做embedding,以正确应对首次和后续 - multipled = minus_one * first_infer * torch.onnx.operators.shape_as_tensor(y)[1] - index_offset = torch.min(minus_one, multipled) - y_to_emb = y[:, index_offset:] - - print("y_emb shape:", y_emb.shape) - - y_emb = torch.cat( - [ - cache["y_emb"], - self.ar_audio_embedding(y_to_emb), - ], - 1, - ) - cache["y_emb"] = y_emb - - y_pos = self.ar_audio_position(y_emb) - - xy_pos = torch.concat([x, y_pos], dim=1) - - # 运行时判断对最后一个xy_pos还是整个xy_pos做self attention - multipled = minus_one * first_infer * torch.onnx.operators.shape_as_tensor(xy_pos)[1] - index_offset = torch.min(minus_one, multipled) - xy_pos = xy_pos[:, index_offset:] - - # 构造xy的attention mask - x_attn_mask = torch.zeros((x_seq_len, x_seq_len)).bool() - y_attn_mask = torch.ones((y_seq_len, y_seq_len)).to(torch.int64) - y_attn_mask = torch.cumsum(y_attn_mask, dim=1) - torch.cumsum( - torch.ones( - (y_seq_len, 1), - dtype=torch.int64, - ), - dim=0, - ) - y_attn_mask = y_attn_mask > 0 - - x_y_pad = torch.ones((x_seq_len, y_seq_len)).to(torch.bool) - y_x_pad = torch.zeros((y_seq_len, x_seq_len)).to(torch.bool) - - x_attn_mask_pad = torch.cat([x_attn_mask, x_y_pad], dim=1) - y_attn_mask = torch.cat([y_x_pad, y_attn_mask], dim=1) - xy_attn_mask = torch.concat([x_attn_mask_pad, y_attn_mask], dim=0) - print("first iter xy_attn_mask shape:", xy_attn_mask.shape) - cache["k"] = torch.zeros((self.num_layers, (x_seq_len + y_seq_len), 1, 512), dtype=torch.float) - cache["v"] = torch.zeros((self.num_layers, (x_seq_len + y_seq_len), 1, 512), dtype=torch.float) - - print("first iter cache k shape:", cache["k"].shape, 'cache v shape:', cache["v"].shape) - - xy_dec = self.h(xy_pos, mask=xy_attn_mask, cache=cache) - logits = self.ar_predict_layer(xy_dec[:, -1]) - samples = sample(logits[0], y, top_k=top_k, top_p=top_p, repetition_penalty=repetition_penalty, temperature=temperature)[0].unsqueeze(0) - - y = torch.concat([y, samples], dim=1) - - return y, cache["k"], cache["v"], cache["y_emb"], x_example - - class T2SStageDecoder(nn.Module): def __init__( self, @@ -231,7 +127,7 @@ class T2SStageDecoder(nn.Module): self.early_stop_num = early_stop_num self.num_layers = num_layers - def forward(self, x, y, k, v, y_emb, x_example, top_k = None, top_p = None, repetition_penalty = None, temperature = None, first_infer = None): + def forward(self, x, y, k, v, y_emb, top_k = None, top_p = None, repetition_penalty = None, temperature = None, first_infer = None, x_seq_len = None, y_seq_len = None): if top_k is None: top_k = torch.LongTensor([15]).to(device=y.device) if top_p is None: @@ -244,8 +140,8 @@ class T2SStageDecoder(nn.Module): cache = { "all_stage": self.num_layers, - "k": torch.nn.functional.pad(k, (0, 0, 0, 0, 0, 1)), - "v": torch.nn.functional.pad(v, (0, 0, 0, 0, 0, 1)), + "k": k, + "v": v, "y_emb": y_emb, "first_infer": first_infer, "stage": 0, @@ -273,10 +169,29 @@ class T2SStageDecoder(nn.Module): index_offset = torch.min(minus_one, multipled) xy_pos = xy_pos[:, index_offset:] - x_example_len = torch.onnx.operators.shape_as_tensor(x_example)[1] - y_example_len = torch.onnx.operators.shape_as_tensor(y_pos)[1] - xy_attn_mask = torch.zeros((1, x_example_len + y_example_len), dtype=torch.bool) - print('xy_attn_mask shape:', xy_attn_mask.shape) + # 构造xy的attention mask + x_attn_mask = torch.zeros((x_seq_len, x_seq_len)).bool() + y_attn_mask = torch.ones((y_seq_len, y_seq_len)).to(torch.int64) + y_attn_mask = torch.cumsum(y_attn_mask, dim=1) - torch.cumsum( + torch.ones( + (y_seq_len, 1), + dtype=torch.int64, + ), + dim=0, + ) + y_attn_mask = y_attn_mask > 0 + + x_y_pad = torch.ones((x_seq_len, y_seq_len)).to(torch.bool) + y_x_pad = torch.zeros((y_seq_len, x_seq_len)).to(torch.bool) + + x_attn_mask_pad = torch.cat([x_attn_mask, x_y_pad], dim=1) + y_attn_mask = torch.cat([y_x_pad, y_attn_mask], dim=1) + xy_attn_mask = torch.concat([x_attn_mask_pad, y_attn_mask], dim=0) + + # 运行时判断attension mask使用最后一个还是整个 + multipled = minus_one * first_infer * torch.onnx.operators.shape_as_tensor(xy_attn_mask)[0] + index_offset = torch.min(minus_one, multipled) + xy_attn_mask = xy_attn_mask[index_offset:, :] xy_dec = self.h(xy_pos, mask=xy_attn_mask, cache=cache) logits = self.ar_predict_layer(xy_dec[:, -1]) @@ -332,16 +247,6 @@ class Text2SemanticDecoder(nn.Module): def init_onnx(self): self.onnx_encoder = OnnxEncoder(self.ar_text_embedding, self.bert_proj, self.ar_text_position) - self.first_stage_decoder = T2SFirstStageDecoder( - self.ar_audio_embedding, - self.ar_audio_position, - self.h, - self.ar_predict_layer, - self.loss_fct, - self.ar_accuracy_metric, - self.early_stop_num, - self.num_layers, - ) self.stage_decoder = T2SStageDecoder( self.ar_audio_embedding, self.ar_audio_position, @@ -362,14 +267,21 @@ class Text2SemanticDecoder(nn.Module): prefix_len = prompts.shape[1] x = self.onnx_encoder(x, bert_feature) - y, k, v, y_emb, x_example = self.first_stage_decoder(x, prompts, torch.empty((1,0,512)).to(torch.float), top_k=top_k, - first_infer=torch.LongTensor([1]), - x_seq_len=x.shape[1], y_seq_len=prompts.shape[1]) + + init_k = torch.zeros((self.num_layers, (x.shape[1] + prompts.shape[1]), 1, 512), dtype=torch.float) + init_v = torch.zeros((self.num_layers, (x.shape[1] + prompts.shape[1]), 1, 512), dtype=torch.float) + + y, k, v, y_emb, logits, samples = self.stage_decoder(x, prompts, init_k, init_v, + torch.empty((1,0,512)).to(torch.float), top_k=top_k, + first_infer=torch.LongTensor([1]), + x_seq_len=x.shape[1], y_seq_len=prompts.shape[1]) stop = False for idx in tqdm(range(1, 1500)): - enco = self.stage_decoder( torch.empty((1,0,512)).to(torch.float) ,y, k, v, y_emb, x_example, top_k=top_k, - first_infer=torch.LongTensor([0])) + k = torch.nn.functional.pad(k, (0, 0, 0, 0, 0, 1)) + v = torch.nn.functional.pad(v, (0, 0, 0, 0, 0, 1)) + enco = self.stage_decoder( torch.empty((1,0,512)).to(torch.float) ,y, k, v, y_emb, top_k=top_k, + first_infer=torch.LongTensor([0]), x_seq_len=x.shape[1], y_seq_len=y.shape[1]) y, k, v, y_emb, logits, samples = enco if early_stop_num != -1 and (y.shape[1] - prefix_len) > early_stop_num: stop = True From 419909b443f153a930894981385b0ca6bfc81d49 Mon Sep 17 00:00:00 2001 From: zpeng11 Date: Mon, 25 Aug 2025 21:57:36 -0400 Subject: [PATCH 35/40] failed , testing expand y --- GPT_SoVITS/AR/models/t2s_model_onnx.py | 26 ++++++++++++------- .../AR/modules/patched_mha_with_cache_onnx.py | 2 +- 2 files changed, 18 insertions(+), 10 deletions(-) diff --git a/GPT_SoVITS/AR/models/t2s_model_onnx.py b/GPT_SoVITS/AR/models/t2s_model_onnx.py index 203cbfc4..fd6578f2 100644 --- a/GPT_SoVITS/AR/models/t2s_model_onnx.py +++ b/GPT_SoVITS/AR/models/t2s_model_onnx.py @@ -145,10 +145,12 @@ class T2SStageDecoder(nn.Module): "y_emb": y_emb, "first_infer": first_infer, "stage": 0, + "x_seq_len": x_seq_len, + "y_seq_len": y_seq_len, } # 运行时判断对最后一个y还是整个y做embedding,以正确应对首次和后续 - multipled = minus_one * first_infer * torch.onnx.operators.shape_as_tensor(y)[1] + multipled = minus_one * first_infer * y_seq_len index_offset = torch.min(minus_one, multipled) y_to_emb = y[:, index_offset:] # 对y输入进行embedding @@ -165,7 +167,7 @@ class T2SStageDecoder(nn.Module): xy_pos = torch.concat([x, y_pos], dim=1) # 运行时判断对最后一个xy_pos还是整个xy_pos做self attention - multipled = minus_one * first_infer * torch.onnx.operators.shape_as_tensor(xy_pos)[1] + multipled = minus_one * first_infer * (x_seq_len + y_seq_len) # xy_pos = 1 or x_seq_len + y_seq_len index_offset = torch.min(minus_one, multipled) xy_pos = xy_pos[:, index_offset:] @@ -189,7 +191,7 @@ class T2SStageDecoder(nn.Module): xy_attn_mask = torch.concat([x_attn_mask_pad, y_attn_mask], dim=0) # 运行时判断attension mask使用最后一个还是整个 - multipled = minus_one * first_infer * torch.onnx.operators.shape_as_tensor(xy_attn_mask)[0] + multipled = minus_one * first_infer * (x_seq_len + y_seq_len) index_offset = torch.min(minus_one, multipled) xy_attn_mask = xy_attn_mask[index_offset:, :] @@ -268,20 +270,26 @@ class Text2SemanticDecoder(nn.Module): x = self.onnx_encoder(x, bert_feature) - init_k = torch.zeros((self.num_layers, (x.shape[1] + prompts.shape[1]), 1, 512), dtype=torch.float) - init_v = torch.zeros((self.num_layers, (x.shape[1] + prompts.shape[1]), 1, 512), dtype=torch.float) + x_seq_len = x.shape[1] + y_seq_len = prompts.shape[1] + + init_k = torch.zeros((self.num_layers, (x_seq_len + y_seq_len), 1, 512), dtype=torch.float) + init_v = torch.zeros((self.num_layers, (x_seq_len + y_seq_len), 1, 512), dtype=torch.float) + + empty_tensor = torch.empty((1,0,512)).to(torch.float) y, k, v, y_emb, logits, samples = self.stage_decoder(x, prompts, init_k, init_v, - torch.empty((1,0,512)).to(torch.float), top_k=top_k, + empty_tensor, top_k=top_k, first_infer=torch.LongTensor([1]), - x_seq_len=x.shape[1], y_seq_len=prompts.shape[1]) + x_seq_len=x_seq_len, y_seq_len=y_seq_len) stop = False for idx in tqdm(range(1, 1500)): k = torch.nn.functional.pad(k, (0, 0, 0, 0, 0, 1)) v = torch.nn.functional.pad(v, (0, 0, 0, 0, 0, 1)) - enco = self.stage_decoder( torch.empty((1,0,512)).to(torch.float) ,y, k, v, y_emb, top_k=top_k, - first_infer=torch.LongTensor([0]), x_seq_len=x.shape[1], y_seq_len=y.shape[1]) + y_seq_len = y.shape[1] + enco = self.stage_decoder(empty_tensor, y, k, v, y_emb, top_k=top_k, + first_infer=torch.LongTensor([0]), x_seq_len=x_seq_len, y_seq_len=y_seq_len) y, k, v, y_emb, logits, samples = enco if early_stop_num != -1 and (y.shape[1] - prefix_len) > early_stop_num: stop = True diff --git a/GPT_SoVITS/AR/modules/patched_mha_with_cache_onnx.py b/GPT_SoVITS/AR/modules/patched_mha_with_cache_onnx.py index 04ad5d87..83c92b0c 100644 --- a/GPT_SoVITS/AR/modules/patched_mha_with_cache_onnx.py +++ b/GPT_SoVITS/AR/modules/patched_mha_with_cache_onnx.py @@ -57,7 +57,7 @@ def multi_head_attention_forward_patched( cache_v = cache["v"][cache["stage"]] # Magic to get an index of either -1 or -N according to if first_infer_mask is set minus_one = torch.tensor([-1]).to(k.device).to(torch.int64) - multipled = minus_one * first_infer_mask * torch.onnx.operators.shape_as_tensor(query)[0] + multipled = minus_one * first_infer_mask * (cache['x_seq_len'] + cache['y_seq_len']) index_offset = torch.min(minus_one, multipled) cache_k[index_offset :, :, :] = k cache_v[index_offset :, :, :] = v From 968ac4c26445704201456731f1395a3d020576b2 Mon Sep 17 00:00:00 2001 From: zpeng11 Date: Mon, 25 Aug 2025 22:37:52 -0400 Subject: [PATCH 36/40] feat: solved problem, export works --- GPT_SoVITS/onnx_export_v1v2.py | 197 ++++++++++++--------------------- playground/freerun.py | 45 ++++---- 2 files changed, 93 insertions(+), 149 deletions(-) diff --git a/GPT_SoVITS/onnx_export_v1v2.py b/GPT_SoVITS/onnx_export_v1v2.py index f8ffbc28..172eba1d 100644 --- a/GPT_SoVITS/onnx_export_v1v2.py +++ b/GPT_SoVITS/onnx_export_v1v2.py @@ -105,36 +105,29 @@ class DictToAttrRecursive(dict): raise AttributeError(f"Attribute {item} not found") -class T2SInitStep(nn.Module): +class T2SInitStage(nn.Module): def __init__(self, t2s, vits): super().__init__() self.encoder = t2s.onnx_encoder - self.fsdc = t2s.first_stage_decoder self.vits = vits + self.num_layers = t2s.num_layers - def forward(self, ref_seq, text_seq, ref_bert, text_bert, ssl_content, top_k=None, top_p=None, repetition_penalty=None, temperature=None, first_infer=None): - first_infer = first_infer.to(torch.int64) + def forward(self, ref_seq, text_seq, ref_bert, text_bert, ssl_content): codes = self.vits.extract_latent(ssl_content) prompt_semantic = codes[0, 0] bert = torch.cat([ref_bert.transpose(0, 1), text_bert.transpose(0, 1)], 1) all_phoneme_ids = torch.cat([ref_seq, text_seq], 1) bert = bert.unsqueeze(0) prompt = prompt_semantic.unsqueeze(0) - [y, k, v, y_emb, x_example] = self.fsdc(self.encoder(all_phoneme_ids, bert), prompt, top_k=top_k, top_p=top_p, repetition_penalty=repetition_penalty, temperature=temperature, first_infer=first_infer) - fake_logits = torch.zeros((1, 1025), dtype=torch.float32) # Dummy logits for ONNX export - fake_samples = torch.zeros((1, 1), dtype=torch.int32) # Dummy samples for ONNX export - return y, k, v, y_emb, x_example, fake_logits, fake_samples + x = self.encoder(all_phoneme_ids, bert) -class T2SStageStep(nn.Module): - def __init__(self, stage_decoder): - super().__init__() - self.stage_decoder = stage_decoder + x_seq_len = torch.onnx.operators.shape_as_tensor(x)[1] + y_seq_len = torch.onnx.operators.shape_as_tensor(prompt)[1] - def forward(self, iy, ik, iv, iy_emb, ix_example, top_k=None, top_p=None, repetition_penalty=None, temperature=None, first_infer=None): - first_infer = first_infer.to(torch.int64) - [y, k, v, y_emb, logits, samples] = self.stage_decoder(iy, ik, iv, iy_emb, ix_example, top_k=top_k, top_p=top_p, repetition_penalty=repetition_penalty, temperature=temperature, first_infer=first_infer) - fake_x_example = torch.zeros((1, 512), dtype=torch.float32) # Dummy x_example for ONNX export - return y, k, v, y_emb, fake_x_example, logits, samples + init_k = torch.zeros((self.num_layers, (x_seq_len + y_seq_len), 1, 512), dtype=torch.float) + init_v = torch.zeros((self.num_layers, (x_seq_len + y_seq_len), 1, 512), dtype=torch.float) + + return x, prompt, init_k, init_v, x_seq_len, y_seq_len class T2SModel(nn.Module): def __init__(self, t2s_path, vits_model): @@ -151,17 +144,26 @@ class T2SModel(nn.Module): self.t2s_model.model.early_stop_num = torch.LongTensor([self.hz * self.max_sec]) self.t2s_model = self.t2s_model.model self.t2s_model.init_onnx() - self.init_step = T2SInitStep(self.t2s_model, self.vits_model) - self.first_stage_decoder = self.t2s_model.first_stage_decoder + self.init_stage = T2SInitStage(self.t2s_model, self.vits_model) self.stage_decoder = self.t2s_model.stage_decoder def forward(self, ref_seq, text_seq, ref_bert, text_bert, ssl_content, top_k=None, top_p=None, repetition_penalty=None, temperature=None): - # [1,N] [1,N] [N, 1024] [N, 1024] [1, 768, N] - y, k, v, y_emb, x_example, fake_logits, fake_samples = self.init_step(ref_seq, text_seq, ref_bert, text_bert, ssl_content, top_k=top_k, top_p=top_p, repetition_penalty=repetition_penalty, temperature=temperature, first_infer=torch.LongTensor([1])) + x, prompt, init_k, init_v, x_seq_len, y_seq_len = self.init_stage(ref_seq, text_seq, ref_bert, text_bert, ssl_content) + empty_tensor = torch.empty((1,0,512)).to(torch.float) + # first step + y, k, v, y_emb, logits, samples = self.stage_decoder(x, prompt, init_k, init_v, + empty_tensor, + top_k=top_k, top_p=top_p, repetition_penalty=repetition_penalty, temperature=temperature, + first_infer=torch.LongTensor([1]), x_seq_len=x_seq_len, y_seq_len=y_seq_len) for idx in range(5): # This is a fake one! DO NOT take this as reference - enco = self.stage_decoder(y, k, v, y_emb, x_example, top_k=top_k, top_p=top_p, repetition_penalty=repetition_penalty, temperature=temperature, first_infer=torch.LongTensor([0])) - y, k, v, y_emb, logits, samples = enco + k = torch.nn.functional.pad(k, (0, 0, 0, 0, 0, 1)) + v = torch.nn.functional.pad(v, (0, 0, 0, 0, 0, 1)) + y_seq_len = y.shape[1] + y, k, v, y_emb, logits, samples = self.stage_decoder(empty_tensor, y, k, v, + y_emb, + top_k=top_k, top_p=top_p, repetition_penalty=repetition_penalty, temperature=temperature, + first_infer=torch.LongTensor([0]), x_seq_len=x_seq_len, y_seq_len=y_seq_len) # if torch.argmax(logits, dim=-1)[0] == self.t2s_model.EOS or samples[0, 0] == self.t2s_model.EOS: # break @@ -169,11 +171,11 @@ class T2SModel(nn.Module): def export(self, ref_seq, text_seq, ref_bert, text_bert, ssl_content, project_name, top_k=None, top_p=None, repetition_penalty=None, temperature=None): torch.onnx.export( - self.init_step, - (ref_seq, text_seq, ref_bert, text_bert, ssl_content, top_k, top_p, repetition_penalty, temperature, torch.Tensor([True]).to(torch.bool)), - f"onnx/{project_name}/{project_name}_t2s_init_step.onnx", - input_names=["ref_text_phones", "input_text_phones", "ref_text_bert", "input_text_bert", "hubert_ssl_content", "top_k", "top_p", "repetition_penalty", "temperature", "if_init_step"], - output_names=["y", "k", "v", "y_emb", "x_example", 'logits', 'samples'], + self.init_stage, + (ref_seq, text_seq, ref_bert, text_bert, ssl_content), + f"onnx/{project_name}/{project_name}_t2s_init_stage.onnx", + input_names=["ref_text_phones", "input_text_phones", "ref_text_bert", "input_text_bert", "hubert_ssl_content"], + output_names=["x", "prompt", "init_k", "init_v", 'x_seq_len', 'y_seq_len'], dynamic_axes={ "ref_text_phones": {1: "ref_length"}, "input_text_phones": {1: "text_length"}, @@ -184,28 +186,38 @@ class T2SModel(nn.Module): opset_version=16, do_constant_folding=False ) - # simplify_onnx_model(f"onnx/{project_name}/{project_name}_t2s_init_step.onnx") - y, k, v, y_emb, x_example, fake_logits, fake_samples = self.init_step(ref_seq, text_seq, ref_bert, text_bert, ssl_content, top_k=top_k, top_p=top_p, repetition_penalty=repetition_penalty, temperature=temperature, first_infer=torch.Tensor([True]).to(torch.bool)) + simplify_onnx_model(f"onnx/{project_name}/{project_name}_t2s_init_stage.onnx") + x, prompt, init_k, init_v, x_seq_len, y_seq_len = self.init_stage(ref_seq, text_seq, ref_bert, text_bert, ssl_content) + empty_tensor = torch.empty((1,0,512)).to(torch.float) + x_seq_len = torch.Tensor([x_seq_len]).to(torch.int64) + y_seq_len = torch.Tensor([y_seq_len]).to(torch.int64) + + y, k, v, y_emb, logits, samples = self.stage_decoder(x, prompt, init_k, init_v, + empty_tensor, + top_k, top_p, repetition_penalty, temperature, + torch.LongTensor([1]), x_seq_len, y_seq_len) + print(y.shape, k.shape, v.shape, y_emb.shape, logits.shape, samples.shape) + k = torch.nn.functional.pad(k, (0, 0, 0, 0, 0, 1)) + v = torch.nn.functional.pad(v, (0, 0, 0, 0, 0, 1)) + y_seq_len = torch.Tensor([y.shape[1]]).to(torch.int64) - stage_step = T2SStageStep(self.stage_decoder) torch.onnx.export( - stage_step, - (y, k, v, y_emb, x_example, top_k, top_p, repetition_penalty, temperature, torch.Tensor([False]).to(torch.bool)), - f"onnx/{project_name}/{project_name}_t2s_stage_step.onnx", - input_names=["iy", "ik", "iv", "iy_emb", "ix_example", "top_k", "top_p", "repetition_penalty", "temperature", "if_init_step"], - output_names=["y", "k", "v", "y_emb","x_example", "logits", "samples"], + self.stage_decoder, + (x, y, k, v, y_emb, top_k, top_p, repetition_penalty, temperature, torch.LongTensor([0]), x_seq_len, y_seq_len), + f"onnx/{project_name}/{project_name}_t2s_stage_decoder.onnx", + input_names=["ix", "iy", "ik", "iv", "iy_emb", "top_k", "top_p", "repetition_penalty", "temperature", "if_init_step", "x_seq_len", "y_seq_len"], + output_names=["y", "k", "v", "y_emb", "logits", "samples"], dynamic_axes={ + "ix": {1: "ix_length"}, "iy": {1: "iy_length"}, "ik": {1: "ik_length"}, "iv": {1: "iv_length"}, "iy_emb": {1: "iy_emb_length"}, - "ix_example": {1: "ix_example_length"}, - "x_example": {1: "x_example_length"} }, verbose=False, opset_version=16, ) - simplify_onnx_model(f"onnx/{project_name}/{project_name}_t2s_stage_step.onnx") + simplify_onnx_model(f"onnx/{project_name}/{project_name}_t2s_stage_decoder.onnx") class VitsModel(nn.Module): @@ -301,73 +313,7 @@ class AudioPreprocess(nn.Module): return ssl_content, spectrum, sv_emb -def combineInitStepAndStageStep(init_step_onnx_path, stage_step_onnx_path, combined_onnx_path): - init_step_model = onnx.load(init_step_onnx_path) - stage_step_model = onnx.load(stage_step_onnx_path) - - then_graph = init_step_model.graph - then_graph.name = "init_step_graph" - else_graph = stage_step_model.graph - else_graph.name = "stage_step_graph" - - data_inputs_init = [input for input in init_step_model.graph.input] - data_inputs_stage = [input for input in stage_step_model.graph.input] - - # Get all names from both lists - names_list_init = {obj.name for obj in data_inputs_init} - names_list_stage = {obj.name for obj in data_inputs_stage} - # Find names that appear in both lists - repeated_input_names = names_list_init.intersection(names_list_stage) - # Filter out objects with repeated names - data_inputs_stage = [obj for obj in data_inputs_stage if obj.name not in repeated_input_names] - - del then_graph.input[:] - del else_graph.input[:] - - # The output names of the subgraphs must be the same. - # The 'If' node will have an output with this same name. - subgraph_output_names = [output.name for output in then_graph.output] - for i, output in enumerate(else_graph.output): - assert subgraph_output_names[i] == output.name, "Subgraph output names must match" - - # Define the inputs for the main graph - # 1. The boolean condition to select the branch - # cond_input = helper.make_tensor_value_info('if_init_step', TensorProto.BOOL, []) - - main_outputs = [output for output in init_step_model.graph.output] - - # Create the 'If' node - if_node = helper.make_node( - 'If', - inputs=['if_init_step'], - outputs=subgraph_output_names, # This name MUST match the subgraph's output name - then_branch=then_graph, - else_branch=else_graph - ) - - # Combine the models (this is a simplified example; actual combination logic may vary) - main_graph = helper.make_graph( - nodes=[if_node], - name="t2s_combined_graph", - inputs= data_inputs_init + data_inputs_stage, - outputs=main_outputs - ) - - # Create the final combined model, specifying the opset and IR version - opset_version = 16 - final_model = helper.make_model(main_graph, - producer_name='GSV-ONNX-Exporter', - ir_version=9, # For compatibility with older onnxruntime - opset_imports=[helper.make_opsetid("", opset_version)]) - # Check the model for correctness - onnx.checker.check_model(final_model) - - # Save the combined model - onnx.save(final_model, combined_onnx_path) - print(f"Combined model saved to {combined_onnx_path}") - - -def export(vits_path, gpt_path, project_name, voice_model_version, t2s_model_combine=False, export_audio_preprocessor=True, half_precision=False): +def export(vits_path, gpt_path, project_name, voice_model_version, export_audio_preprocessor=True, half_precision=False): vits = VitsModel(vits_path, version=voice_model_version) gpt = T2SModel(gpt_path, vits) gpt_sovits = GptSoVits(vits, gpt) @@ -453,12 +399,7 @@ def export(vits_path, gpt_path, project_name, voice_model_version, t2s_model_com }) simplify_onnx_model(f"onnx/{project_name}/{project_name}_audio_preprocess.onnx") - if t2s_model_combine: - combineInitStepAndStageStep(f'onnx/{project_name}/{project_name}_t2s_init_step.onnx', f'onnx/{project_name}/{project_name}_t2s_stage_step.onnx', f'onnx/{project_name}/{project_name}_t2s_combined.onnx') - if half_precision: - if t2s_model_combine: - convert_onnx_to_half(f"onnx/{project_name}/{project_name}_t2s_combined.onnx") if export_audio_preprocessor: convert_onnx_to_half(f"onnx/{project_name}/{project_name}_audio_preprocess.onnx") convert_onnx_to_half(f"onnx/{project_name}/{project_name}_vits.onnx") @@ -467,7 +408,7 @@ def export(vits_path, gpt_path, project_name, voice_model_version, t2s_model_com configJson = { "project_name": project_name, - "type": "GPTSoVits", + "type": "GPTSoVITS", "version" : voice_model_version, "bert_base_path": 'GPT_SoVITS/pretrained_models/chinese-roberta-wwm-ext-large', "cnhuhbert_base_path": 'GPT_SoVITS/pretrained_models/chinese-hubert-base', @@ -486,29 +427,29 @@ if __name__ == "__main__": # 因为io太频繁,可能导致模型导出出错(wsl非常明显),请自行重试 - # gpt_path = "GPT_SoVITS/pretrained_models/s1bert25hz-2kh-longer-epoch=68e-step=50232.ckpt" - # vits_path = "GPT_SoVITS/pretrained_models/s2G488k.pth" - # exp_path = "v1_export" - # version = "v1" - # export(vits_path, gpt_path, exp_path, version) + gpt_path = "GPT_SoVITS/pretrained_models/s1bert25hz-2kh-longer-epoch=68e-step=50232.ckpt" + vits_path = "GPT_SoVITS/pretrained_models/s2G488k.pth" + exp_path = "v1_export" + version = "v1" + export(vits_path, gpt_path, exp_path, version) gpt_path = "GPT_SoVITS/pretrained_models/gsv-v2final-pretrained/s1bert25hz-5kh-longer-epoch=12-step=369668.ckpt" vits_path = "GPT_SoVITS/pretrained_models/gsv-v2final-pretrained/s2G2333k.pth" exp_path = "v2_export" version = "v2" - export(vits_path, gpt_path, exp_path, version, t2s_model_combine = True) + export(vits_path, gpt_path, exp_path, version) - # gpt_path = "GPT_SoVITS/pretrained_models/s1v3.ckpt" - # vits_path = "GPT_SoVITS/pretrained_models/v2Pro/s2Gv2Pro.pth" - # exp_path = "v2pro_export" - # version = "v2Pro" - # export(vits_path, gpt_path, exp_path, version) + gpt_path = "GPT_SoVITS/pretrained_models/s1v3.ckpt" + vits_path = "GPT_SoVITS/pretrained_models/v2Pro/s2Gv2Pro.pth" + exp_path = "v2pro_export" + version = "v2Pro" + export(vits_path, gpt_path, exp_path, version) - # gpt_path = "GPT_SoVITS/pretrained_models/gsv-v2final-pretrained/s1bert25hz-5kh-longer-epoch=12-step=369668.ckpt" - # vits_path = "GPT_SoVITS/pretrained_models/v2Pro/s2Gv2ProPlus.pth" - # exp_path = "v2proplus_export" - # version = "v2ProPlus" - # export(vits_path, gpt_path, exp_path, version, t2s_model_combine = True, half_precision=True) + gpt_path = "GPT_SoVITS/pretrained_models/gsv-v2final-pretrained/s1bert25hz-5kh-longer-epoch=12-step=369668.ckpt" + vits_path = "GPT_SoVITS/pretrained_models/v2Pro/s2Gv2ProPlus.pth" + exp_path = "v2proplus_export" + version = "v2ProPlus" + export(vits_path, gpt_path, exp_path, version) diff --git a/playground/freerun.py b/playground/freerun.py index 93045381..9cfefbeb 100644 --- a/playground/freerun.py +++ b/playground/freerun.py @@ -7,7 +7,7 @@ import torch from TTS_infer_pack.TextPreprocessor_onnx import TextPreprocessorOnnx -MODEL_PATH = "onnx/v2_export/v2" +MODEL_PATH = "onnx/v1_export/v1" def audio_postprocess( audios, @@ -80,49 +80,52 @@ top_p = np.array([1.0], dtype=np.float32) repetition_penalty = np.array([1.0], dtype=np.float32) temperature = np.array([1.0], dtype=np.float32) -t2s_combined = ort.InferenceSession(MODEL_PATH+"_export_t2s_combined.onnx") +t2s_init_stage = ort.InferenceSession(MODEL_PATH+"_export_t2s_init_stage.onnx") # t2s_init_step = ort.InferenceSession(MODEL_PATH+"_export_t2s_init_step.onnx") -[y, k, v, y_emb, x_example, fake_logits, fake_samples] = t2s_combined.run(None, { - "if_init_step": np.array(True, dtype=bool), +[x, prompts, init_k, init_v, x_seq_len, y_seq_len] = t2s_init_stage.run(None, { "input_text_phones": input_phones, "input_text_bert": input_bert, "ref_text_phones": ref_phones, "ref_text_bert": ref_bert, "hubert_ssl_content": audio_prompt_hubert, - "iy":np.empty((1, 0), dtype=np.int64), - "ik":np.empty((24, 0, 1, 512), dtype=np.float32), - "iv":np.empty((24, 0, 1, 512), dtype=np.float32), - "iy_emb":np.empty((1, 0, 512), dtype=np.float32), - "ix_example":np.empty((1, 0), dtype=np.float32), +}) +empty_tensor = np.empty((1,0,512)).astype(np.float32) + +t2s_stage_decoder = ort.InferenceSession(MODEL_PATH+"_export_t2s_stage_decoder.onnx") +y, k, v, y_emb, logits, samples = t2s_stage_decoder.run(None, { + "ix": x, + "iy": prompts, + "ik": init_k, + "iv": init_v, + "iy_emb": empty_tensor, "top_k": top_k, "top_p": top_p, "repetition_penalty": repetition_penalty, "temperature": temperature, - "if_init_step": np.array([True], dtype=bool) + "if_init_step": np.array([1]).astype(np.int64), + "x_seq_len": np.array([x_seq_len]).astype(np.int64), + "y_seq_len": np.array([y_seq_len]).astype(np.int64) }) -# t2s_stage_step = ort.InferenceSession(MODEL_PATH+"_export_t2s_sdec.onnx") - for idx in tqdm(range(1, 1500)): + k = np.pad(k, ((0,0), (0,1), (0,0), (0,0))) + v = np.pad(v, ((0,0), (0,1), (0,0), (0,0))) + y_seq_len = np.array([y.shape[1]]).astype(np.int64) # [1, N] [N_layer, N, 1, 512] [N_layer, N, 1, 512] [1, N, 512] [1] [1, N, 512] [1, N] - [y, k, v, y_emb, fake_x_example, logits, samples] = t2s_combined.run(None, { - "if_init_step": np.array(False, dtype=bool), - "input_text_phones": np.empty((1, 0), dtype=np.int64), - "input_text_bert": np.empty((0, 1024), dtype=np.float32), - "ref_text_phones": np.empty((1, 0), dtype=np.int64), - "ref_text_bert": np.empty((0, 1024), dtype=np.float32), - "hubert_ssl_content": np.empty((1, 768, 0), dtype=np.float32), + [y, k, v, y_emb, logits, samples] = t2s_stage_decoder.run(None, { + "ix": empty_tensor, "iy": y, "ik": k, "iv": v, "iy_emb": y_emb, - "ix_example": x_example, "top_k": top_k, "top_p": top_p, "repetition_penalty": repetition_penalty, "temperature": temperature, - "if_init_step": np.array([False], dtype=bool) + "if_init_step": np.array([0]).astype(np.int64), + "x_seq_len": np.array([x_seq_len]).astype(np.int64), + "y_seq_len": y_seq_len }) if np.argmax(logits, axis=-1)[0] == 1024 or samples[0, 0] == 1024: # 1024 is the EOS token break From fa84e262aec5d53387d0377599c3b6a044c85baf Mon Sep 17 00:00:00 2001 From: zpeng11 Date: Mon, 25 Aug 2025 22:53:15 -0400 Subject: [PATCH 37/40] feat:remove unneed for main --- .../TTS_infer_pack/TextPreprocessor_onnx.py | 233 ------------------ playground/export_hubert.py | 178 ------------- playground/freerun.py | 146 ----------- playground/ref/audio.wav | Bin 429496 -> 0 bytes 4 files changed, 557 deletions(-) delete mode 100644 GPT_SoVITS/TTS_infer_pack/TextPreprocessor_onnx.py delete mode 100644 playground/export_hubert.py delete mode 100644 playground/freerun.py delete mode 100644 playground/ref/audio.wav diff --git a/GPT_SoVITS/TTS_infer_pack/TextPreprocessor_onnx.py b/GPT_SoVITS/TTS_infer_pack/TextPreprocessor_onnx.py deleted file mode 100644 index 42a8e2b1..00000000 --- a/GPT_SoVITS/TTS_infer_pack/TextPreprocessor_onnx.py +++ /dev/null @@ -1,233 +0,0 @@ -import os -import sys - -from tqdm import tqdm - -now_dir = os.getcwd() -sys.path.append(now_dir) - -import re -from text.LangSegmenter import LangSegmenter -from typing import Dict, List, Tuple -from text.cleaner import clean_text -from text import cleaned_text_to_sequence -from transformers import PreTrainedTokenizerFast -from TTS_infer_pack.text_segmentation_method import split_big_text, splits, get_method as get_seg_method -import onnxruntime as ort -import numpy as np - -from tools.i18n.i18n import I18nAuto, scan_language_list - -language = os.environ.get("language", "Auto") -language = sys.argv[-1] if sys.argv[-1] in scan_language_list() else language -i18n = I18nAuto(language=language) -punctuation = set(["!", "?", "…", ",", ".", "-"]) - - -def get_first(text: str) -> str: - pattern = "[" + "".join(re.escape(sep) for sep in splits) + "]" - text = re.split(pattern, text)[0].strip() - return text - - -def merge_short_text_in_array(texts: str, threshold: int) -> list: - if (len(texts)) < 2: - return texts - result = [] - text = "" - for ele in texts: - text += ele - if len(text) >= threshold: - result.append(text) - text = "" - if len(text) > 0: - if len(result) == 0: - result.append(text) - else: - result[len(result) - 1] += text - return result - - -class TextPreprocessorOnnx: - def __init__(self, onnx_package: str): - self.bert_model = ort.InferenceSession(os.path.join(onnx_package, "chinese-roberta-wwm-ext-large.onnx")) - self.tokenizer = PreTrainedTokenizerFast(tokenizer_file=os.path.join(onnx_package, "tokenizer.json")) - - def preprocess(self, text: str, lang: str, text_split_method: str, version: str = "v2") -> List[Dict]: - print(f"############ {i18n('切分文本')} ############") - text = self.replace_consecutive_punctuation(text) - texts = self.pre_seg_text(text, lang, text_split_method) - result = [] - print(f"############ {i18n('提取文本Bert特征')} ############") - for text in tqdm(texts): - phones, bert_features, norm_text = self.segment_and_extract_feature_for_text(text, lang, version) - if phones is None or norm_text == "": - continue - res = { - "phones": phones, - "bert_features": bert_features, - "norm_text": norm_text, - } - result.append(res) - return result - - def pre_seg_text(self, text: str, lang: str, text_split_method: str): - text = text.strip("\n") - if len(text) == 0: - return [] - if text[0] not in splits and len(get_first(text)) < 4: - text = "。" + text if lang != "en" else "." + text - print(i18n("实际输入的目标文本:")) - print(text) - - seg_method = get_seg_method(text_split_method) - text = seg_method(text) - - while "\n\n" in text: - text = text.replace("\n\n", "\n") - - _texts = text.split("\n") - _texts = self.filter_text(_texts) - _texts = merge_short_text_in_array(_texts, 5) - texts = [] - - for text in _texts: - # 解决输入目标文本的空行导致报错的问题 - if len(text.strip()) == 0: - continue - if not re.sub("\W+", "", text): - # 检测一下,如果是纯符号,就跳过。 - continue - if text[-1] not in splits: - text += "。" if lang != "en" else "." - - # 解决句子过长导致Bert报错的问题 - if len(text) > 510: - texts.extend(split_big_text(text)) - else: - texts.append(text) - - print(i18n("实际输入的目标文本(切句后):")) - print(texts) - return texts - - def segment_and_extract_feature_for_text( - self, text: str, language: str, version: str = "v1" - ) -> Tuple[list, np.ndarray, str]: - return self.get_phones_and_bert(text, language, version) - - def get_phones_and_bert(self, text: str, language: str, version: str, final: bool = False): - text = re.sub(r' {2,}', ' ', text) - textlist = [] - langlist = [] - if language == "all_zh": - for tmp in LangSegmenter.getTexts(text,"zh"): - langlist.append(tmp["lang"]) - textlist.append(tmp["text"]) - elif language == "all_yue": - for tmp in LangSegmenter.getTexts(text,"zh"): - if tmp["lang"] == "zh": - tmp["lang"] = "yue" - langlist.append(tmp["lang"]) - textlist.append(tmp["text"]) - elif language == "all_ja": - for tmp in LangSegmenter.getTexts(text,"ja"): - langlist.append(tmp["lang"]) - textlist.append(tmp["text"]) - elif language == "all_ko": - for tmp in LangSegmenter.getTexts(text,"ko"): - langlist.append(tmp["lang"]) - textlist.append(tmp["text"]) - elif language == "en": - langlist.append("en") - textlist.append(text) - elif language == "auto": - for tmp in LangSegmenter.getTexts(text): - langlist.append(tmp["lang"]) - textlist.append(tmp["text"]) - elif language == "auto_yue": - for tmp in LangSegmenter.getTexts(text): - if tmp["lang"] == "zh": - tmp["lang"] = "yue" - langlist.append(tmp["lang"]) - textlist.append(tmp["text"]) - else: - for tmp in LangSegmenter.getTexts(text): - if langlist: - if (tmp["lang"] == "en" and langlist[-1] == "en") or (tmp["lang"] != "en" and langlist[-1] != "en"): - textlist[-1] += tmp["text"] - continue - if tmp["lang"] == "en": - langlist.append(tmp["lang"]) - else: - # 因无法区别中日韩文汉字,以用户输入为准 - langlist.append(language) - textlist.append(tmp["text"]) - # print(textlist) - # print(langlist) - phones_list = [] - bert_list = [] - norm_text_list = [] - for i in range(len(textlist)): - lang = langlist[i] - phones, word2ph, norm_text = self.clean_text_inf(textlist[i], lang, version) - bert = self.get_bert_inf(phones, word2ph, norm_text, lang) - phones_list.append(phones) - norm_text_list.append(norm_text) - bert_list.append(bert) - bert = np.concatenate(bert_list, axis=1) - phones = sum(phones_list, []) - norm_text = "".join(norm_text_list) - - if not final and len(phones) < 6: - return self.get_phones_and_bert("." + text, language, version, final=True) - - return phones, bert, norm_text - - def get_bert_feature(self, text: str, word2ph: list) -> np.ndarray: - inputs = self.tokenizer(text, return_tensors="np") - [res] = self.bert_model.run(None, { - "input_ids": inputs["input_ids"] - }) - assert len(word2ph) == len(text) - phone_level_feature = [] - for i in range(len(word2ph)): - repeat_feature = np.repeat(res[i:i+1], word2ph[i], axis=0) - phone_level_feature.append(repeat_feature) - phone_level_feature = np.concatenate(phone_level_feature, axis=0) - return phone_level_feature.T - - def clean_text_inf(self, text: str, language: str, version: str = "v2"): - language = language.replace("all_", "") - phones, word2ph, norm_text = clean_text(text, language, version) - phones = cleaned_text_to_sequence(phones, version) - return phones, word2ph, norm_text - - def get_bert_inf(self, phones: list, word2ph: list, norm_text: str, language: str): - language = language.replace("all_", "") - if language == "zh": - feature = self.get_bert_feature(norm_text, word2ph) - else: - feature = np.zeros( - (1024, len(phones)), - dtype=np.float32, - ) - - return feature - - def filter_text(self, texts): - _text = [] - if all(text in [None, " ", "\n", ""] for text in texts): - raise ValueError(i18n("请输入有效文本")) - for text in texts: - if text in [None, " ", ""]: - pass - else: - _text.append(text) - return _text - - def replace_consecutive_punctuation(self, text): - punctuations = "".join(re.escape(p) for p in punctuation) - pattern = f"([{punctuations}])([{punctuations}])+" - result = re.sub(pattern, r"\1", text) - return result \ No newline at end of file diff --git a/playground/export_hubert.py b/playground/export_hubert.py deleted file mode 100644 index 463c6c9b..00000000 --- a/playground/export_hubert.py +++ /dev/null @@ -1,178 +0,0 @@ -import os -import sys -import torch -import torchaudio -import onnxruntime as ort -import numpy as np -import argparse -from transformers import HubertModel, HubertConfig - - -class HubertONNXExporter: - """Export and test HuBERT model to ONNX format""" - - def __init__(self, model_path="GPT_SoVITS/pretrained_models/chinese-hubert-base", output_path="playground/hubert/chinese-hubert-base.onnx"): - self.model_path = model_path - self.onnx_path = output_path - self.model = None - self.config = None - - def setup_model(self): - """Configure and load the HuBERT model for ONNX export""" - # Configure for better ONNX compatibility - self.config = HubertConfig.from_pretrained(self.model_path) - self.config._attn_implementation = "eager" # Use standard attention - self.config.apply_spec_augment = False # Disable masking for inference - self.config.layerdrop = 0.0 # Disable layer dropout - - # Load the model - self.model = HubertModel.from_pretrained( - self.model_path, - config=self.config, - local_files_only=True - ) - self.model.eval() - - def export_to_onnx(self, dummy_length=16000): - """Export the model to ONNX format""" - if self.model is None: - raise ValueError("Model not initialized. Call setup_model() first.") - - # Create dummy input (1 second at 16kHz) - dummy_input = torch.rand(1, dummy_length, dtype=torch.float32) - 0.5 - - # Export to ONNX - torch.onnx.export( - self.model, - dummy_input, - self.onnx_path, - export_params=True, - opset_version=11, - do_constant_folding=True, - input_names=['audio16k'], - output_names=['last_hidden_state'], - dynamic_axes={ - 'audio16k': {0: 'batch_size', 1: 'sequence_length'}, - 'last_hidden_state': {0: 'batch_size', 1: 'sequence_length'} - } - ) - print(f"[Success] Model exported to {self.onnx_path}") - - def test_onnx_export_exists(self): - """Test that the ONNX model file was created""" - if os.path.exists(self.onnx_path): - print(f"[Success] ONNX model file exists at {self.onnx_path}") - return True - else: - print(f"[Error] ONNX model not found at {self.onnx_path}") - return False - - def _load_and_preprocess_audio(self, audio_path, max_length=160000): - """Load and preprocess audio file""" - waveform, sample_rate = torchaudio.load(audio_path) - - # Resample to 16kHz if needed - if sample_rate != 16000: - resampler = torchaudio.transforms.Resample(sample_rate, 16000) - waveform = resampler(waveform) - - # Take first channel - if waveform.shape[0] > 1: - waveform = waveform[0:1] - - # Limit length for testing (10 seconds at 16kHz) - if waveform.shape[1] > max_length: - waveform = waveform[:, :max_length] - - # make a zero tensor that has length 3200*0.3 - zero_tensor = torch.zeros((1, 9600), dtype=torch.float32) - - print("waveform shape and zero wave shape", waveform.shape, zero_tensor.shape) - - # concate zero_tensor with waveform - waveform = torch.cat([waveform, zero_tensor], dim=1) - - return waveform - - def test_torch_vs_onnx(self, audio_path="playground/ref/audio.wav"): - """Test that ONNX model outputs match PyTorch model outputs""" - if not os.path.exists(audio_path): - print(f"[Skip] Test audio file not found at {audio_path}") - return False - - if self.model is None: - raise ValueError("Model not initialized. Call setup_model() first.") - - # Load and preprocess audio - waveform = self._load_and_preprocess_audio(audio_path) - - # PyTorch inference - with torch.no_grad(): - torch_output = self.model(waveform) - torch_hidden_states = torch_output.last_hidden_state - - # ONNX inference - ort_session = ort.InferenceSession(self.onnx_path) - input_values = waveform.numpy().astype(np.float32) - ort_inputs = {ort_session.get_inputs()[0].name: input_values} - ort_outputs = ort_session.run(None, ort_inputs) - onnx_hidden_states = ort_outputs[0] - - # Compare outputs - torch_numpy = torch_hidden_states.numpy() - diff = np.abs(torch_numpy - onnx_hidden_states).mean() - - success = diff <= 1e-5 - status = "[Success]" if success else "[Fail]" - - print(f"{status} ONNX vs PyTorch comparison") - print(f" > mean_difference={diff}") - print(f" > torch_shape={torch_numpy.shape}") - print(f" > onnx_shape={onnx_hidden_states.shape}") - - return success - - def run_full_export_and_test(self): - """Run the complete export and testing pipeline""" - print("Starting HuBERT ONNX export and testing...") - - # Create output directory if it doesn't exist - os.makedirs(os.path.dirname(self.onnx_path), exist_ok=True) - - # Setup model - self.setup_model() - - # Export to ONNX - self.export_to_onnx() - - # Test export - self.test_onnx_export_exists() - self.test_torch_vs_onnx() - - print("Export and testing complete!") - - -def main(): - """Main execution function""" - parser = argparse.ArgumentParser(description="Export HuBERT model to ONNX format") - parser.add_argument( - "--model_path", - type=str, - default="GPT_SoVITS/pretrained_models/chinese-hubert-base", - help="Path to the HuBERT model directory (default: GPT_SoVITS/pretrained_models/chinese-hubert-base)" - ) - parser.add_argument( - "--output_path", - type=str, - default="playground/hubert/chinese-hubert-base.onnx", - help="Output path for the ONNX model (default: playground/hubert/chinese-hubert-base.onnx)" - ) - - args = parser.parse_args() - - exporter = HubertONNXExporter(model_path=args.model_path, output_path=args.output_path) - exporter.run_full_export_and_test() - - -if __name__ == "__main__": - main() \ No newline at end of file diff --git a/playground/freerun.py b/playground/freerun.py deleted file mode 100644 index 9cfefbeb..00000000 --- a/playground/freerun.py +++ /dev/null @@ -1,146 +0,0 @@ -import onnxruntime as ort -import numpy as np -import onnx -from tqdm import tqdm -import torchaudio -import torch -from TTS_infer_pack.TextPreprocessor_onnx import TextPreprocessorOnnx - - -MODEL_PATH = "onnx/v1_export/v1" - -def audio_postprocess( - audios, - fragment_interval: float = 0.3, -): - zero_wav = np.zeros((int(32000 * fragment_interval),)).astype(np.float32) - for i, audio in enumerate(audios): - max_audio = np.abs(audio).max() # 简单防止16bit爆音 - if max_audio > 1: - audio /= max_audio - audio = np.concatenate([audio, zero_wav], axis=0) - audios[i] = audio - - audio = np.concatenate(audios, axis=0) - - # audio = (audio * 32768).astype(np.int16) - - audio_tensor = torch.from_numpy(audio).unsqueeze(0) - - torchaudio.save('playground/output.wav', audio_tensor, 32000) - - return audio - -def load_audio(audio_path): - """Load and preprocess audio file to 32k""" - waveform, sample_rate = torchaudio.load(audio_path) - - # Resample to 32kHz if needed - if sample_rate != 32000: - resampler = torchaudio.transforms.Resample(sample_rate, 32000) - waveform = resampler(waveform) - - # Take first channel - if waveform.shape[0] > 1: - waveform = waveform[0:1] - - return waveform - -def audio_preprocess(audio_path): - """Get HuBERT features for the audio file""" - waveform = load_audio(audio_path) - ort_session = ort.InferenceSession(MODEL_PATH + "_export_audio_preprocess.onnx") - ort_inputs = {ort_session.get_inputs()[0].name: waveform.numpy()} - [hubert_feature, spectrum, sv_emb] = ort_session.run(None, ort_inputs) - return hubert_feature, spectrum, sv_emb - -def preprocess_text(text:str): - preprocessor = TextPreprocessorOnnx("playground/bert") - [phones, bert_features, norm_text] = preprocessor.segment_and_extract_feature_for_text(text, 'all_zh', 'v2') - phones = np.expand_dims(np.array(phones, dtype=np.int64), axis=0) - return phones, bert_features.T.astype(np.float32) - - -# input_phones_saved = np.load("playground/ref/input_phones.npy") -# input_bert_saved = np.load("playground/ref/input_bert.npy").T.astype(np.float32) -[input_phones, input_bert] = preprocess_text("天上的风筝在天上飞,地上的人儿在地上追。") - - -# ref_phones = np.load("playground/ref/ref_phones.npy") -# ref_bert = np.load("playground/ref/ref_bert.npy").T.astype(np.float32) -[ref_phones, ref_bert] = preprocess_text("近日江苏苏州荷花市集开张热闹与浪漫交织") - - -[audio_prompt_hubert, spectrum, sv_emb] = audio_preprocess("playground/ref/audio.wav") - -# audio_prompt_hubert_saved = np.load("playground/ref/audio_prompt_hubert.npy").astype(np.float32) - -top_k = np.array([15], dtype=np.int64) -top_p = np.array([1.0], dtype=np.float32) -repetition_penalty = np.array([1.0], dtype=np.float32) -temperature = np.array([1.0], dtype=np.float32) - -t2s_init_stage = ort.InferenceSession(MODEL_PATH+"_export_t2s_init_stage.onnx") -# t2s_init_step = ort.InferenceSession(MODEL_PATH+"_export_t2s_init_step.onnx") - -[x, prompts, init_k, init_v, x_seq_len, y_seq_len] = t2s_init_stage.run(None, { - "input_text_phones": input_phones, - "input_text_bert": input_bert, - "ref_text_phones": ref_phones, - "ref_text_bert": ref_bert, - "hubert_ssl_content": audio_prompt_hubert, -}) -empty_tensor = np.empty((1,0,512)).astype(np.float32) - -t2s_stage_decoder = ort.InferenceSession(MODEL_PATH+"_export_t2s_stage_decoder.onnx") -y, k, v, y_emb, logits, samples = t2s_stage_decoder.run(None, { - "ix": x, - "iy": prompts, - "ik": init_k, - "iv": init_v, - "iy_emb": empty_tensor, - "top_k": top_k, - "top_p": top_p, - "repetition_penalty": repetition_penalty, - "temperature": temperature, - "if_init_step": np.array([1]).astype(np.int64), - "x_seq_len": np.array([x_seq_len]).astype(np.int64), - "y_seq_len": np.array([y_seq_len]).astype(np.int64) -}) - -for idx in tqdm(range(1, 1500)): - k = np.pad(k, ((0,0), (0,1), (0,0), (0,0))) - v = np.pad(v, ((0,0), (0,1), (0,0), (0,0))) - y_seq_len = np.array([y.shape[1]]).astype(np.int64) - # [1, N] [N_layer, N, 1, 512] [N_layer, N, 1, 512] [1, N, 512] [1] [1, N, 512] [1, N] - [y, k, v, y_emb, logits, samples] = t2s_stage_decoder.run(None, { - "ix": empty_tensor, - "iy": y, - "ik": k, - "iv": v, - "iy_emb": y_emb, - "top_k": top_k, - "top_p": top_p, - "repetition_penalty": repetition_penalty, - "temperature": temperature, - "if_init_step": np.array([0]).astype(np.int64), - "x_seq_len": np.array([x_seq_len]).astype(np.int64), - "y_seq_len": y_seq_len - }) - if np.argmax(logits, axis=-1)[0] == 1024 or samples[0, 0] == 1024: # 1024 is the EOS token - break -y = y[:,:-1] - - -pred_semantic = np.expand_dims(y[:, -idx:], axis=0) - -vtis = ort.InferenceSession(MODEL_PATH+"_export_vits.onnx") - -[audio] = vtis.run(None, { - "input_text_phones": input_phones, - "pred_semantic": pred_semantic, - "spectrum": spectrum.astype(np.float32), - # "sv_emb": sv_emb.astype(np.float32) -}) - -audio_postprocess([audio]) diff --git a/playground/ref/audio.wav b/playground/ref/audio.wav deleted file mode 100644 index 78320d71cda44b255ddaaa871b0cd4595b5a3934..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 429496 zcmYg&2bdI9({;zmyEC)1IR}=U6a-Nuihx7~1w=&z0R;s_!Gt6c5lIG6Q4tj}fFuD0 z6a@)_0up!GoO77j$({Z>(=X5WZ$I7Bef#!}Ri{qXz3}kJ2OikB-oQ*6{OGV*&%c!E zU>Js_8BQcsi4rG$x1Xz+^J*nDj`lIC_`NWHH(F zCXMc0OcIkqIb)ebI`MrB)o-I(So$?Gil%A;)vC9TVN^|`L#5W<{tIeeN|EX6r}Plr z>u=;p&M>6}DMg9o329+^3Tq0Tfyl2Ex!1ozDYr|-J?c`ZcKn&CEgWN|o{Q8rf!c99 zCr9n%DaB6d7#l0)wa~brFG=(pP5p|Yx3TmbO?L@&I_Y#!-{a}d78y6>i=qRwVW*Rg zlwyv|lSp-1{#P$cH5n;Ypn6Qy1k{W_%ok=$q-P72WudZAPb{?|nd-zfiRz1`dd>7c 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za5jznCX$cbD5}ee`Zq*f`&B7!Ek$H;R^Oi*wuq(W?)bC%V{oThNx%LOxMW*9M&li+ z#!xPm0@V(+Q*B47R20vr4Axy+)49FcqsOPvGxbh&cU#pm>uniJ>uA^NhtV@9X2!0h z6H}zl@S`iy!oE?j*H<-^U3*vUL+KDB22zWXQJU5k9-8vhb7hJlseSYl+RH`UcO*i@ z>DSi8dFyH|#f|=&cSDz2ZEE$7Xu4vvc7v9uvbaATC+Vkl7G7JmSb0Z@6CN#PmDaR# z)SSmq%jVr`a@RBAIGv-0;*;7+SPJ%qlui`%95#wFU+ExjSne3t3r#fWKX^W*i3JlK zC~FUc5Cr1 zm1*qvB%>o*yOYO9zqKBGH8uS=YHiNAQuFMh zgyF{wPhI$g^@i9>VwSZ~W@uB?aizCXUxA|~)=qDi6l8BI%as5zDqhZ;)NQ2%Jw>&Y zqw3gE+A!Bj+QeONlrv|vZ?t~2e@ZF8-gS@aIqH>;W`x%1_?@;}K0qP@ljQ$2c8V(f^^$P(tWQaX!NFpz~Nz zP0xh-@?_%myJ#C3<9~-b$09J#D{(vgb>YQUDoo_LiR9szqceDFIM3U4MhL@L%I+A}gjN6TX9V@QG>o3H=x8$>cqioXl~2#{U6*31xr) From 3e63595f0e1195524e47589913d0a76e2eaf4c13 Mon Sep 17 00:00:00 2001 From: zpeng11 Date: Tue, 26 Aug 2025 17:01:41 -0400 Subject: [PATCH 38/40] feat:update kv cache to [len, head, dim] to allow linear size increasement --- GPT_SoVITS/AR/models/t2s_model_onnx.py | 4 ++-- .../AR/modules/patched_mha_with_cache_onnx.py | 20 +++++++++---------- GPT_SoVITS/export_roberta_onnx.py | 2 +- GPT_SoVITS/onnx_export_v1v2.py | 8 ++++---- 4 files changed, 16 insertions(+), 18 deletions(-) diff --git a/GPT_SoVITS/AR/models/t2s_model_onnx.py b/GPT_SoVITS/AR/models/t2s_model_onnx.py index fd6578f2..c8a3d876 100644 --- a/GPT_SoVITS/AR/models/t2s_model_onnx.py +++ b/GPT_SoVITS/AR/models/t2s_model_onnx.py @@ -273,8 +273,8 @@ class Text2SemanticDecoder(nn.Module): x_seq_len = x.shape[1] y_seq_len = prompts.shape[1] - init_k = torch.zeros((self.num_layers, (x_seq_len + y_seq_len), 1, 512), dtype=torch.float) - init_v = torch.zeros((self.num_layers, (x_seq_len + y_seq_len), 1, 512), dtype=torch.float) + init_k = torch.zeros(((x_seq_len + y_seq_len), self.num_layers, 512), dtype=torch.float) + init_v = torch.zeros(((x_seq_len + y_seq_len), self.num_layers, 512), dtype=torch.float) empty_tensor = torch.empty((1,0,512)).to(torch.float) diff --git a/GPT_SoVITS/AR/modules/patched_mha_with_cache_onnx.py b/GPT_SoVITS/AR/modules/patched_mha_with_cache_onnx.py index 83c92b0c..f8461f7d 100644 --- a/GPT_SoVITS/AR/modules/patched_mha_with_cache_onnx.py +++ b/GPT_SoVITS/AR/modules/patched_mha_with_cache_onnx.py @@ -51,20 +51,18 @@ def multi_head_attention_forward_patched( # 使用动态形状推断来统一处理kv cache首步和后续步骤形状差异 # # k,v : [N, 1, 512] at first time, [1, 1, 512] afterwards - # # cache_k, cache_v : [1, N, 1, 512] size increasement is prepared outside - first_infer_mask = cache["first_infer"] - cache_k = cache["k"][cache["stage"]] - cache_v = cache["v"][cache["stage"]] + # # cache_k, cache_v : [N, 1, 512] for one head, N size increasement is prepared outside + # cache["k"][:, cache["stage"]:cache["stage"]+1, :] + # cache["v"][:, cache["stage"]:cache["stage"]+1, :] # Magic to get an index of either -1 or -N according to if first_infer_mask is set minus_one = torch.tensor([-1]).to(k.device).to(torch.int64) - multipled = minus_one * first_infer_mask * (cache['x_seq_len'] + cache['y_seq_len']) + multipled = minus_one * cache["first_infer"] * (cache['x_seq_len'] + cache['y_seq_len']) index_offset = torch.min(minus_one, multipled) - cache_k[index_offset :, :, :] = k - cache_v[index_offset :, :, :] = v - cache["k"][cache["stage"]] = cache_k - cache["v"][cache["stage"]] = cache_v - k = cache_k - v = cache_v + # 首次时 index 为 -N,后续index 为 -1 + cache["k"][index_offset:, cache["stage"]:cache["stage"]+1, :] = k + cache["v"][index_offset:, cache["stage"]:cache["stage"]+1, :] = v + k = cache["k"][:, cache["stage"]:cache["stage"]+1, :] + v = cache["v"][:, cache["stage"]:cache["stage"]+1, :] cache["stage"] = (cache["stage"] + 1) % cache["all_stage"] diff --git a/GPT_SoVITS/export_roberta_onnx.py b/GPT_SoVITS/export_roberta_onnx.py index 860d1af2..cea4c4ee 100644 --- a/GPT_SoVITS/export_roberta_onnx.py +++ b/GPT_SoVITS/export_roberta_onnx.py @@ -157,7 +157,7 @@ def main(): parser = argparse.ArgumentParser(description="Export BERT model to ONNX") parser.add_argument("--model_name", type=str, default="GPT_SoVITS/pretrained_models/chinese-roberta-wwm-ext-large", help="Pretrained BERT model name") - parser.add_argument("--output_dir", type=str, default="playground/bert", + parser.add_argument("--output_dir", type=str, default="playground/chinese-roberta-wwm-ext-large", help="Output directory path") parser.add_argument("--max_seq_length", type=int, default=512, help="Maximum sequence length") diff --git a/GPT_SoVITS/onnx_export_v1v2.py b/GPT_SoVITS/onnx_export_v1v2.py index 172eba1d..fad6e09f 100644 --- a/GPT_SoVITS/onnx_export_v1v2.py +++ b/GPT_SoVITS/onnx_export_v1v2.py @@ -124,8 +124,8 @@ class T2SInitStage(nn.Module): x_seq_len = torch.onnx.operators.shape_as_tensor(x)[1] y_seq_len = torch.onnx.operators.shape_as_tensor(prompt)[1] - init_k = torch.zeros((self.num_layers, (x_seq_len + y_seq_len), 1, 512), dtype=torch.float) - init_v = torch.zeros((self.num_layers, (x_seq_len + y_seq_len), 1, 512), dtype=torch.float) + init_k = torch.zeros(((x_seq_len + y_seq_len), self.num_layers, 512), dtype=torch.float) + init_v = torch.zeros(((x_seq_len + y_seq_len), self.num_layers, 512), dtype=torch.float) return x, prompt, init_k, init_v, x_seq_len, y_seq_len @@ -210,8 +210,8 @@ class T2SModel(nn.Module): dynamic_axes={ "ix": {1: "ix_length"}, "iy": {1: "iy_length"}, - "ik": {1: "ik_length"}, - "iv": {1: "iv_length"}, + "ik": {0: "ik_length"}, + "iv": {0: "iv_length"}, "iy_emb": {1: "iy_emb_length"}, }, verbose=False, From 337da7454e65ee8d2e6eb057d4f4d51c53528e2d Mon Sep 17 00:00:00 2001 From: zpeng11 Date: Tue, 26 Aug 2025 17:09:36 -0400 Subject: [PATCH 39/40] feat:remove prints --- GPT_SoVITS/onnx_export_v1v2.py | 1 - 1 file changed, 1 deletion(-) diff --git a/GPT_SoVITS/onnx_export_v1v2.py b/GPT_SoVITS/onnx_export_v1v2.py index fad6e09f..d2d444e1 100644 --- a/GPT_SoVITS/onnx_export_v1v2.py +++ b/GPT_SoVITS/onnx_export_v1v2.py @@ -196,7 +196,6 @@ class T2SModel(nn.Module): empty_tensor, top_k, top_p, repetition_penalty, temperature, torch.LongTensor([1]), x_seq_len, y_seq_len) - print(y.shape, k.shape, v.shape, y_emb.shape, logits.shape, samples.shape) k = torch.nn.functional.pad(k, (0, 0, 0, 0, 0, 1)) v = torch.nn.functional.pad(v, (0, 0, 0, 0, 0, 1)) y_seq_len = torch.Tensor([y.shape[1]]).to(torch.int64) From 8858492f56326dce521db2c4a4b3a7323e786596 Mon Sep 17 00:00:00 2001 From: zpeng11 Date: Sun, 31 Aug 2025 00:14:07 -0400 Subject: [PATCH 40/40] feat:enable speed control for v1v2 --- GPT_SoVITS/module/models_onnx.py | 7 ++++--- GPT_SoVITS/onnx_export_v1v2.py | 26 ++++++++++---------------- 2 files changed, 14 insertions(+), 19 deletions(-) diff --git a/GPT_SoVITS/module/models_onnx.py b/GPT_SoVITS/module/models_onnx.py index b62b8b71..9ee78d60 100644 --- a/GPT_SoVITS/module/models_onnx.py +++ b/GPT_SoVITS/module/models_onnx.py @@ -205,6 +205,8 @@ class TextEncoder(nn.Module): self.proj = nn.Conv1d(hidden_channels, out_channels * 2, 1) def forward(self, y, text, ge, speed=1): + if type(speed) == float: + speed = torch.FloatTensor([speed]) y_mask = torch.ones_like(y[:1, :1, :]) y = self.ssl_proj(y * y_mask) * y_mask @@ -217,9 +219,8 @@ class TextEncoder(nn.Module): y = self.mrte(y, y_mask, text, text_mask, ge) y = self.encoder2(y * y_mask, y_mask) - if speed != 1: - y = F.interpolate(y, size=int(y.shape[-1] / speed) + 1, mode="linear") - y_mask = F.interpolate(y_mask, size=y.shape[-1], mode="nearest") + y = F.interpolate(y, size=(y.shape[-1] / speed).to(torch.int) + 1, mode="linear") + y_mask = F.interpolate(y_mask, size=y.shape[-1], mode="nearest") stats = self.proj(y) * y_mask m, logs = torch.split(stats, self.out_channels, dim=1) diff --git a/GPT_SoVITS/onnx_export_v1v2.py b/GPT_SoVITS/onnx_export_v1v2.py index d2d444e1..45f4679b 100644 --- a/GPT_SoVITS/onnx_export_v1v2.py +++ b/GPT_SoVITS/onnx_export_v1v2.py @@ -233,7 +233,7 @@ class VitsModel(nn.Module): self.hps = DictToAttrRecursive(self.hps) self.hps.model.semantic_frame_rate = "25hz" - self.vq_model = SynthesizerTrn( + self.vq_model:SynthesizerTrn = SynthesizerTrn( self.hps.data.filter_length // 2 + 1, self.hps.train.segment_size // self.hps.data.hop_length, n_speakers=self.hps.data.n_speakers, @@ -243,32 +243,27 @@ class VitsModel(nn.Module): self.vq_model.load_state_dict(dict_s2["weight"], strict=False) # print(f"filter_length:{self.hps.data.filter_length} sampling_rate:{self.hps.data.sampling_rate} hop_length:{self.hps.data.hop_length} win_length:{self.hps.data.win_length}") #v2 filter_length: 2048 sampling_rate: 32000 hop_length: 640 win_length: 2048 - def forward(self, text_seq, pred_semantic, spectrum, sv_emb): + def forward(self, text_seq, pred_semantic, spectrum, sv_emb, speed): if self.is_v2p: - return self.vq_model(pred_semantic, text_seq, spectrum, sv_emb=sv_emb)[0, 0] + return self.vq_model(pred_semantic, text_seq, spectrum, sv_emb=sv_emb, speed=speed)[0, 0] else: - return self.vq_model(pred_semantic, text_seq, spectrum)[0, 0] + return self.vq_model(pred_semantic, text_seq, spectrum, speed=speed)[0, 0] -class GptSoVits(nn.Module): +class GptSoVits(): def __init__(self, vits, t2s): super().__init__() self.vits = vits self.t2s = t2s - def forward(self, ref_seq, text_seq, ref_bert, text_bert, ssl_content, spectrum, sv_emb, top_k=None, top_p=None, repetition_penalty=None, temperature=None): - pred_semantic = self.t2s(ref_seq, text_seq, ref_bert, text_bert, ssl_content, top_k=top_k, top_p=top_p, repetition_penalty=repetition_penalty, temperature=temperature) - audio = self.vits(text_seq, pred_semantic, spectrum, sv_emb) - return audio - - def export(self, ref_seq, text_seq, ref_bert, text_bert, ssl_content, spectrum, sv_emb, project_name, top_k=None, top_p=None, repetition_penalty=None, temperature=None): + def export(self, ref_seq, text_seq, ref_bert, text_bert, ssl_content, spectrum, sv_emb, speed, project_name, top_k=None, top_p=None, repetition_penalty=None, temperature=None): self.t2s.export(ref_seq, text_seq, ref_bert, text_bert, ssl_content, project_name, top_k=top_k, top_p=top_p, repetition_penalty=repetition_penalty, temperature=temperature) pred_semantic = self.t2s(ref_seq, text_seq, ref_bert, text_bert, ssl_content, top_k=top_k, top_p=top_p, repetition_penalty=repetition_penalty, temperature=temperature) torch.onnx.export( self.vits, - (text_seq, pred_semantic, spectrum, sv_emb), + (text_seq, pred_semantic, spectrum, sv_emb, speed), f"onnx/{project_name}/{project_name}_vits.onnx", - input_names=["input_text_phones", "pred_semantic", "spectrum", "sv_emb"], + input_names=["input_text_phones", "pred_semantic", "spectrum", "sv_emb", "speed"], output_names=["audio"], dynamic_axes={ "input_text_phones": {1: "text_length"}, @@ -379,13 +374,12 @@ def export(vits_path, gpt_path, project_name, voice_model_version, export_audio_ top_p = torch.FloatTensor([1.0]) repetition_penalty = torch.FloatTensor([1.0]) temperature = torch.FloatTensor([1.0]) + speed = torch.FloatTensor([1.0]) os.makedirs(f"onnx/{project_name}", exist_ok=True) [ssl_content, spectrum, sv_emb] = preprocessor(ref_audio32k) - gpt_sovits(ref_seq, text_seq, ref_bert, text_bert, ssl_content.float(), spectrum.float(), sv_emb.float(), top_k=top_k, top_p=top_p, repetition_penalty=repetition_penalty, temperature=temperature) - # exit() - gpt_sovits.export(ref_seq, text_seq, ref_bert, text_bert, ssl_content.float(), spectrum.float(), sv_emb.float(), project_name, top_k=top_k, top_p=top_p, repetition_penalty=repetition_penalty, temperature=temperature) + gpt_sovits.export(ref_seq, text_seq, ref_bert, text_bert, ssl_content.float(), spectrum.float(), sv_emb.float(), speed, project_name, top_k=top_k, top_p=top_p, repetition_penalty=repetition_penalty, temperature=temperature) if export_audio_preprocessor: torch.onnx.export(preprocessor, (ref_audio32k,), f"onnx/{project_name}/{project_name}_audio_preprocess.onnx",