mkatanbaf opened a new issue, #11466:
URL: https://github.com/apache/tvm/issues/11466
Running autotvm.task.extract_from_program on this relay module which is a
conv1d with NWC format and WOI and int8 input dtype shows this error:
**relay module**
#[version = "0.0.5"]
def @main(%input: Tensor[(3, 12, 10), int16]) {
nn.conv1d(%input, meta[relay.Constant][0], dilation=[2], kernel_size=[4],
data_layout="NWC", kernel_layout="WOI", out_layout="NWC", out_dtype="int32")
}
#[metadata]
{
"root": 1,
"nodes": [
{
"type_key": ""
},
{
"type_key": "Map",
"keys": [
"relay.Constant"
],
"data": [2]
},
{
"type_key": "Array",
"data": [3]
},
{
"type_key": "relay.Constant",
"attrs": {
"_checked_type_": "0",
"data": "0",
"span": "0",
"virtual_device_": "4"
}
},
{
"type_key": "VirtualDevice",
"attrs": {
"device_type_int": "-1",
"memory_scope": "5",
"target": "0",
"virtual_device_id": "-1"
}
},
{
"type_key": "runtime.String"
}
],
"b64ndarrays": [
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],
"attrs": {"tvm_version": "0.9.dev0"}
}
**target**
c -keys=arm_cpu,cpu -link-params=0 -mcpu=cortex-m7
**traceback**
File "issue.py", line 102, in <module>
tasks = tvm.autotvm.task.extract_from_program(mod["main"], {}, TARGET)
File
"/home/mohamadk/tvm/tvm/python/tvm/autotvm/task/relay_integration.py", line 90,
in extract_from_program
return extract_from_multiple_program([mod], [params], target, ops=ops)
File
"/home/mohamadk/tvm/tvm/python/tvm/autotvm/task/relay_integration.py", line
156, in extract_from_multiple_program
tsk = create(task_name, args, target=target)
File "/home/mohamadk/tvm/tvm/python/tvm/autotvm/task/task.py", line 485,
in create
sch, _ = ret.func(*args)
File "/home/mohamadk/tvm/tvm/python/tvm/autotvm/task/task.py", line 240,
in __call__
return self._default_func(*args, **kwargs)
File "/home/mohamadk/tvm/tvm/python/tvm/autotvm/task/task.py", line 246,
in _default_func
out = self.fcompute(*args, **kwargs)
File "/home/mohamadk/tvm/tvm/python/tvm/autotvm/task/topi_integration.py",
line 165, in wrapper
node = topi_compute(cfg, *args)
File "/home/mohamadk/tvm/tvm/python/tvm/topi/arm_cpu/conv1d.py", line 32,
in conv1d_nwc_dsp
return conv1d_nwc_dsp_compute(cfg, data, kernel, strides, padding,
dilation, out_dtype)
File
"/home/mohamadk/tvm/tvm/python/tvm/topi/arm_cpu/mprofile/dsp/conv1d.py", line
108, in conv1d_nwc_dsp_compute
filter=None if cfg.is_fallback else lambda x: x.size[-1] % 4 == 0,
File "/home/mohamadk/tvm/tvm/python/tvm/autotvm/task/space.py", line 730,
in define_split
return self._add_new_transform(SplitSpace, name, axes, policy, **kwargs)
File "/home/mohamadk/tvm/tvm/python/tvm/autotvm/task/space.py", line 837,
in _add_new_transform
self._entity_map[name] = space[0]
File "/home/mohamadk/tvm/tvm/python/tvm/autotvm/task/space.py", line 92,
in __getitem__
return self.entities[index]
IndexError: list index out of range
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