[TVMC] Allow direct numpy inputs to run_module #7788
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@jwfromm @leandron @comaniac @mdw-octoml Thoughts? |
comaniac
reviewed
Apr 1, 2021
python/tvm/driver/tvmc/runner.py
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| @@ -230,8 +235,8 @@ def make_inputs_dict(inputs_file, shape_dict, dtype_dict, fill_mode): | |||
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| Parameters | |||
| ---------- | |||
| inputs_file : str | |||
| Path to a .npz file containing the inputs. | |||
| inputs : dict | |||
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Suggested change
| inputs : dict | |
| inputs : dict, or None |
I'm actually not quite sure how this type should be in numpy-style...in Python style I'll just write Optional[Dict], but an argument with this type is usually inputs=None. Meanwhile, a function called "make_inputs_dict" but having inputs=None is also weird...
Another direction is keeping inputs to be dict, and it becomes user's resposibility to pass {} when no inputs. In this case, you don't need the None checker.
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Hi Cody,
Thanks for the feedback. Just pushed an updated version as you suggested.
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Thanks @CircleSpin and @comaniac. This is now merged. |
trevor-m
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May 6, 2021
* progress, graph params need to figure out * black and lint * change np.load(inputs_file) to happen in drive_run * make inputs optional Co-authored-by: Jocelyn <[email protected]>
trevor-m
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May 6, 2021
* progress, graph params need to figure out * black and lint * change np.load(inputs_file) to happen in drive_run * make inputs optional Co-authored-by: Jocelyn <[email protected]>
trevor-m
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to trevor-m/tvm
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May 6, 2021
* progress, graph params need to figure out * black and lint * change np.load(inputs_file) to happen in drive_run * make inputs optional Co-authored-by: Jocelyn <[email protected]>
trevor-m
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May 11, 2021
* progress, graph params need to figure out * black and lint * change np.load(inputs_file) to happen in drive_run * make inputs optional Co-authored-by: Jocelyn <[email protected]>
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When using TVMC from python it more convenient to pass numpy arrays as inputs rather than saved files. This PR moves the file reading into drive_run to maintain the existing behavior for command line TVMC while making the python API cleaner.