fanwei-china commented on issue #6931:
URL: https://github.com/apache/incubator-tvm/issues/6931#issuecomment-728783274
the IRModule is below:
fn (%bert/embeddings/word_embedding: Tensor[(249079, 384), float32],
%qt_sent: Tensor[(512, 50), int32], %n_keyword_in: Tensor[(512, 10), int32],
%bert/embeddings/new_key_imp_embedding: Tensor[(256, 384
%0 = take(%bert/embeddings/word_embedding, %qt_sent, axis=0);
%1 = take(%bert/embeddings/word_embedding, %n_keyword_in, axis=0);
%2 = take(%bert/embeddings/new_key_imp_embedding, %n_keyword_imp, axis=0);
%3 = add(%1, %2);
%4 = take(%bert/embeddings/new_key_order_embedding, %n_keyword_occ,
axis=0);
%5 = add(%3, %4);
%6 = take(%bert/embeddings/doc_embedding, %url_sent, axis=0);
…
…
…
%565 = reshape(%564, newshape=[32256, 384]);
%566 = cast(%bert/encoder/layer_3/output/LayerNorm/gamma,
dtype="float16");
%567 = multiply(%565, %566);
%568 = cast(%bert/encoder/layer_3/output/LayerNorm/beta, dtype="float16");
%569 = add(%567, %568);
%570 = reshape(%569, newshape=[512, 63, 384]);
%571 = cast(%570, dtype="float32");
strided_slice(%571, begin=[0, 62, 0], end=[512, 63, 384], strides=[1, 1,
1])
}
// meta data omitted. you can use show_meta_data=True to include meta data
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