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REGION op removed from topi and added in darkent frontend - #2275
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please request reviews |
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What is the status on this PR? |
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@siju-samuel please rebase the PR against the latest master |
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@srkreddy1238 @PariksheetPinjari909 please review |
PariksheetPinjari909
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Jan 14, 2019
| data_block_1 = splits[:offset] | ||
| splits = data_block_1 + [softmax_output] | ||
| concat_out = _sym.concatenate(*splits, axis=2) | ||
| return _sym.reshape(concat_out, shape=input_shape), None |
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Split the data block at (2, 4, 5) locations and apply sigmoid and softmax as follows:
data_block = _sym.reshape(inputs[0], shape=intermediate_shape)
split_indices = (2, 4, 5)
split_res = _sym.split(data_block, indices_or_sections=split_indices, axis=2)
split_res0 = _sym.sigmoid(split_res[0])
if not background:
split_res2 = _sym.sigmoid(split_res[2])
else:
split_res2 = split_res[2]
if softmax:
split_res3 = _sym.softmax(split_res[3], axis=2)
concat_list = [split_res0, split_res[1], split_res2, split_res3]
out = _sym.concatenate(*concat_list, axis=2)
return _sym.reshape(out, shape=input_shape), None
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@siju-samuel please act on the comments |
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The
regionop is used only in darknet and since its not generic and can be acheived by frontend itself, i implemented the op indarknet.pyand removed all the existing region_op registration, testcases and topi code.This will be helpful when migrating to
relayas from relay,regionop is not added.Thanks for contributing to TVM! Please refer to guideline https://docs.tvm.ai/contribute/ for useful information and tips. After the pull request is submitted, please request code reviews from Reviewers.