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backend testerThis bug was found by the backend test suite.This bug was found by the backend test suite.module: vulkanIssues related to the Vulkan delegate and code under backends/vulkan/Issues related to the Vulkan delegate and code under backends/vulkan/
Description
🐛 Describe the bug
Models with torch.mean error out during lowering.
import torch
from executorch.backends.vulkan.partitioner.vulkan_partitioner import VulkanPartitioner
from executorch.exir import to_edge_transform_and_lower, EdgeCompileConfig, to_edge
from executorch.extension.pybindings.portable_lib import _load_for_executorch_from_buffer
from typing import Callable, List, Optional, Tuple, Union
class Model(torch.nn.Module):
def __init__(
self,
):
super().__init__()
def forward(self, x):
return torch.mean(x, dim=0)
model = Model()
inputs = (
torch.randn(8, 8),
)
eager_outputs = model(*inputs)
ep = torch.export.export(model.eval(), inputs)
print(ep)
lowered = to_edge_transform_and_lower(
ep,
partitioner=[VulkanPartitioner()],
compile_config=EdgeCompileConfig(_check_ir_validity=False)
).to_executorch()
print(lowered.exported_program())
et_model = _load_for_executorch_from_buffer(lowered.buffer)
et_outputs = et_model([*inputs])[0]
print(f"Inputs: {inputs}")
print(f"Eager: {eager_outputs}")
print(f"ET: {et_outputs}")
Outputs:
File /data/users/gjcomer/fbsource/buck-out/v2/gen/fbcode/fdcb6705e87e1def/bento_kernels/cria/__bento_kernel_cria_binary__/bento_kernel_cria_binary#link-tree/executorch/backends/vulkan/op_registry.py:457, in register_reduce_op.<locals>.check_reduce_node(node)
454 if isinstance(dim_list, list) and len(dim_list) != 1:
455 return False
--> 457 keepdim = node.args[2]
458 if isinstance(keepdim, bool) and not keepdim:
459 return False
IndexError: tuple index out of range
Versions
Run on Meta internal master, Jul 3, fbcode/SwiftShader
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backend testerThis bug was found by the backend test suite.This bug was found by the backend test suite.module: vulkanIssues related to the Vulkan delegate and code under backends/vulkan/Issues related to the Vulkan delegate and code under backends/vulkan/
Type
Projects
Status
To triage