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hub / github.com/DeepRec-AI/DeepRec / MergeNode

Method MergeNode

tensorflow/core/graph/mkl_layout_pass.cc:3547–3576  ·  view source on GitHub ↗

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3545}
3546
3547Status MklLayoutRewritePass::MergeNode(std::unique_ptr<Graph>* g, Node* m,
3548 Node* n) {
3549 CHECK_NOTNULL(m);
3550 CHECK_NOTNULL(n);
3551
3552 if (((m->type_string() == csinfo_.bias_add &&
3553 n->type_string() == csinfo_.conv2d)) ||
3554 ((n->type_string() == csinfo_.bias_add &&
3555 m->type_string() == csinfo_.conv2d))) {
3556 return this->MergeConv2DWithBiasAdd(g, m, n);
3557 }
3558 if ((m->type_string() == csinfo_.pad &&
3559 (n->type_string() == csinfo_.conv2d ||
3560 (n->type_string() == csinfo_.fused_conv2d && FusedConv2DRewrite(n)))) ||
3561 (n->type_string() == csinfo_.pad &&
3562 (m->type_string() == csinfo_.conv2d ||
3563 (m->type_string() == csinfo_.fused_conv2d && FusedConv2DRewrite(m))))) {
3564 return this->MergePadWithConv2D(g, m, n);
3565 }
3566
3567 if (((m->type_string() == csinfo_.bias_add_grad &&
3568 n->type_string() == csinfo_.conv2d_grad_filter)) ||
3569 ((n->type_string() == csinfo_.bias_add_grad &&
3570 m->type_string() == csinfo_.conv2d_grad_filter))) {
3571 return this->MergeConv2DBackpropFilterWithBiasAddGrad(g, m, n);
3572 }
3573
3574 return Status(error::Code::UNIMPLEMENTED,
3575 "Unimplemented case for node merge optimization.");
3576}
3577
3578//////////////////////////////////////////////////////////////////////////
3579// Helper functions for node rewrite

Callers

nothing calls this directly

Calls 4

MergePadWithConv2DMethod · 0.95
StatusClass · 0.50

Tested by

no test coverage detected