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XTTS-v1

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I get the following error on a H100. This happens sometimes, but not always. Happens for sentences close to 200 characters with lots of fullstops like The sun rose. Birds sang. Cats meowed. Dogs barked. Cars honked. Children played. Trees swayed. Flowers bloomed. Bees buzzed. Rain fell. The day began. Everyone smiled. Life was good. Has anyone faced this issue before?

../aten/src/ATen/native/cuda/Indexing.cu:1093: indexSelectSmallIndex: block: [6,0,0], thread: [119,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1093: indexSelectSmallIndex: block: [6,0,0], thread: [120,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1093: indexSelectSmallIndex: block: [6,0,0], thread: [121,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1093: indexSelectSmallIndex: block: [6,0,0], thread: [122,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1093: indexSelectSmallIndex: block: [6,0,0], thread: [123,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1093: indexSelectSmallIndex: block: [6,0,0], thread: [124,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1093: indexSelectSmallIndex: block: [6,0,0], thread: [125,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1093: indexSelectSmallIndex: block: [6,0,0], thread: [126,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
../aten/src/ATen/native/cuda/Indexing.cu:1093: indexSelectSmallIndex: block: [6,0,0], thread: [127,0,0] Assertion `srcIndex < srcSelectDimSize` failed.
Traceback (most recent call last):
  File "/home/surya/code/tts_experiments/test.py", line 12, in <module>
    
  File "/home/surya/miniconda3/envs/tts/lib/python3.10/site-packages/TTS/tts/models/xtts.py", line 428, in synthesize
    return self.inference_with_config(text, config, ref_audio_path=speaker_wav, language=language, **kwargs)
  File "/home/surya/miniconda3/envs/tts/lib/python3.10/site-packages/TTS/tts/models/xtts.py", line 450, in inference_with_config
    return self.inference(text, ref_audio_path, language, **settings)
  File "/home/surya/miniconda3/envs/tts/lib/python3.10/site-packages/torch/utils/_contextlib.py", line 115, in decorate_context
    return func(*args, **kwargs)
  File "/home/surya/miniconda3/envs/tts/lib/python3.10/site-packages/TTS/tts/models/xtts.py", line 550, in inference
    gpt_codes = gpt.generate(
  File "/home/surya/miniconda3/envs/tts/lib/python3.10/site-packages/TTS/tts/layers/xtts/gpt.py", line 535, in generate
    gen = self.gpt_inference.generate(
  File "/home/surya/miniconda3/envs/tts/lib/python3.10/site-packages/torch/utils/_contextlib.py", line 115, in decorate_context
    return func(*args, **kwargs)
  File "/home/surya/miniconda3/envs/tts/lib/python3.10/site-packages/transformers/generation/utils.py", line 1648, in generate
    return self.sample(
  File "/home/surya/miniconda3/envs/tts/lib/python3.10/site-packages/transformers/generation/utils.py", line 2730, in sample
    outputs = self(
  File "/home/surya/miniconda3/envs/tts/lib/python3.10/site-packages/torch/nn/modules/module.py", line 1501, in _call_impl
    return forward_call(*args, **kwargs)
  File "/home/surya/miniconda3/envs/tts/lib/python3.10/site-packages/TTS/tts/layers/xtts/gpt_inference.py", line 97, in forward
    transformer_outputs = self.transformer(
  File "/home/surya/miniconda3/envs/tts/lib/python3.10/site-packages/torch/nn/modules/module.py", line 1501, in _call_impl
    return forward_call(*args, **kwargs)
  File "/home/surya/miniconda3/envs/tts/lib/python3.10/site-packages/transformers/models/gpt2/modeling_gpt2.py", line 900, in forward
    outputs = block(
  File "/home/surya/miniconda3/envs/tts/lib/python3.10/site-packages/torch/nn/modules/module.py", line 1501, in _call_impl
    return forward_call(*args, **kwargs)
  File "/home/surya/miniconda3/envs/tts/lib/python3.10/site-packages/transformers/models/gpt2/modeling_gpt2.py", line 390, in forward
    attn_outputs = self.attn(
  File "/home/surya/miniconda3/envs/tts/lib/python3.10/site-packages/torch/nn/modules/module.py", line 1501, in _call_impl
    return forward_call(*args, **kwargs)
  File "/home/surya/miniconda3/envs/tts/lib/python3.10/site-packages/transformers/models/gpt2/modeling_gpt2.py", line 331, in forward
    attn_output, attn_weights = self._attn(query, key, value, attention_mask, head_mask)
  File "/home/surya/miniconda3/envs/tts/lib/python3.10/site-packages/transformers/models/gpt2/modeling_gpt2.py", line 201, in _attn
    mask_value = torch.full([], mask_value, dtype=attn_weights.dtype).to(attn_weights.device)
RuntimeError: CUDA error: device-side assert triggered
CUDA kernel errors might be asynchronously reported at some other API call, so the stacktrace below might be incorrect.
For debugging consider passing CUDA_LAUNCH_BLOCKING=1.
Compile with `TORCH_USE_CUDA_DSA` to enable device-side assertions.