pytorch / pytorch/executorch

exporting qwen3-0.6B using the w8a8 quantization format, a segmentation error occurs.

Open
#16,013 15 comments 0 reactions 1 assignee View on GitHub

@cccclai is already working on this.

Since Dec 2, 2025.

module: qnn partner: qualcomm
Dominant language
Python
Stars
5k
Forks
1.2k
Avg merge
2d 10h
Merged PRs (30d)
581

Description

When the quantization format was changed to w8a8, a segmentation fault occurred during the conversion to PTE.
Quantitative configuration:
class Qwen3_0_6BQuantRecipe(StaticLLMQuantRecipe):
# default_quant_dtype = QuantDtype.use_16a4w
default_quant_dtype = QuantDtype.use_8a8w

def __init__(self, verbose: bool = False):
    super().__init__()

    self.recipe = (
        QuantRecipe(
            self.default_quant_dtype,
            False,
            act_observer=MinMaxObserver,
            granularity=QuantGranularity.PER_TENSOR,
            verbose=verbose,
        )
         .add_node_target(
            {
                torch.ops.aten.conv2d.default,
            },
            self.default_quant_dtype,
            False,
            act_observer=MinMaxObserver,
            granularity=QuantGranularity.PER_CHANNEL,
        )
        .add_regex(
            {
                r"layers\..*\.feed_forward\.w2_conv",
            },
            self.default_quant_dtype,
            False,
            act_observer=MinMaxObserver,
            granularity=QuantGranularity.PER_CHANNEL,
        )
       
    )

fault message:
INFO:executorch.backends.qualcomm.qnn_preprocess:Visiting: aten_matmul_default_895, aten.matmul.default
INFO:executorch.backends.qualcomm.qnn_preprocess:Visiting: aten_cat_default_1147, aten.cat.default
INFO:executorch.backends.qualcomm.qnn_preprocess:Visiting: aten_view_copy_default_1931, aten.view_copy.default
INFO:executorch.backends.qualcomm.qnn_preprocess:Visiting: aten_permute_copy_default_3332, aten.permute_copy.default
INFO:executorch.backends.qualcomm.qnn_preprocess:Visiting: aten_convolution_default_1004, aten.convolution.default
INFO:executorch.backends.qualcomm.qnn_preprocess:Visiting: aten_permute_copy_default_3333, aten.permute_copy.default
INFO:executorch.backends.qualcomm.qnn_preprocess:Visiting: aten_view_copy_default_1932, aten.view_copy.default
INFO:executorch.backends.qualcomm.qnn_preprocess:Visiting: aten_add_tensor_1174, aten.add.Tensor
INFO:executorch.backends.qualcomm.qnn_preprocess:Visiting: aten_rms_norm_default_727, aten.rms_norm.default
INFO:executorch.backends.qualcomm.qnn_preprocess:Visiting: aten_view_copy_default_1933, aten.view_copy.default
INFO:executorch.backends.qualcomm.qnn_preprocess:Visiting: aten_permute_copy_default_3334, aten.permute_copy.default
INFO:executorch.backends.qualcomm.qnn_preprocess:Visiting: aten_convolution_default_1005, aten.convolution.default
INFO:executorch.backends.qualcomm.qnn_preprocess:Visiting: aten_convolution_default_1006, aten.convolution.default
INFO:executorch.backends.qualcomm.qnn_preprocess:Visiting: aten_sigmoid_default_27, aten.sigmoid.default
INFO:executorch.backends.qualcomm.qnn_preprocess:Visiting: aten_mul_tensor_2743, aten.mul.Tensor
INFO:executorch.backends.qualcomm.qnn_preprocess:Visiting: aten_mul_tensor_2744, aten.mul.Tensor
INFO:executorch.backends.qualcomm.qnn_preprocess:Visiting: aten_convolution_default_1007, aten.convolution.default
INFO:executorch.backends.qualcomm.qnn_preprocess:Visiting: aten_permute_copy_default_3335, aten.permute_copy.default
INFO:executorch.backends.qualcomm.qnn_preprocess:Visiting: aten_view_copy_default_1934, aten.view_copy.default
INFO:executorch.backends.qualcomm.qnn_preprocess:Visiting: aten_add_tensor_1175, aten.add.Tensor
INFO:executorch.backends.qualcomm.qnn_preprocess:Visiting: aten_rms_norm_default_728, aten.rms_norm.default
INFO:executorch.backends.qualcomm.qnn_preprocess:Visiting: aten_unsqueeze_copy_default, aten.unsqueeze_copy.default
INFO:executorch.backends.qualcomm.qnn_preprocess:Visiting: aten_permute_copy_default_3336, aten.permute_copy.default
INFO:executorch.backends.qualcomm.qnn_preprocess:Visiting: aten_convolution_default_1008, aten.convolution.default
INFO:executorch.backends.qualcomm.qnn_preprocess:Visiting: aten_permute_copy_default_3337, aten.permute_copy.default
INFO:executorch.backends.qualcomm.qnn_preprocess:Visiting: aten__to_copy_default_1589, aten._to_copy.default
INFO:executorch.backends.qualcomm.qnn_preprocess:Visiting: aten_squeeze_copy_dims, aten.squeeze_copy.dims

====== DDR bandwidth summary ======
spill_bytes=0
fill_bytes=0
write_total_bytes=2447360
read_total_bytes=672777216

[ERROR] [Qnn ExecuTorch]: grdep_clone_op.cc:340::ERROR:failed to clone op(0x18FDB00000AA27)

段错误 (核心已转储)

cc @cccclai @winskuo-quic @shewu-quic @haowhsu-quic @DannyYuyang-quic @cbilgin

Contributor guide

Open the contributing guide

First steps

  1. Read the whole issue, then the project's contributing guide.
  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Assessment

This issue has not been assessed yet.

Get new issues in your inbox

A short digest of beginner-friendly GitHub issues.