From: 박종현/동작제어Lab(SR)/Staff Engineer/삼성전자 <jh1302.park@samsung.com>
Date: Mon, 3 Sep 2018 05:47:02 +0000 (+0900)
Subject: [enco.caffe] Build IR from ReLU layer (#1292)
X-Git-Tag: nncc_backup~1975
X-Git-Url: http://review.tizen.org/git/?a=commitdiff_plain;h=497a157ab7d373ef1d09dee2d2e12bdb11f1eaf0;p=platform%2Fcore%2Fml%2Fnnfw.git

[enco.caffe] Build IR from ReLU layer (#1292)

This commit implements the initial implementation of IR builder for ReLU
layer.

Signed-off-by: Jonghyun Park <jh1302.park@samsung.com>
---

diff --git a/contrib/enco/frontend/caffe/src/Frontend.cpp b/contrib/enco/frontend/caffe/src/Frontend.cpp
index 886b995..6d10069 100644
--- a/contrib/enco/frontend/caffe/src/Frontend.cpp
+++ b/contrib/enco/frontend/caffe/src/Frontend.cpp
@@ -225,6 +225,51 @@ enco::Bundle Frontend::load(void) const
       bag_ctx[ofm_name] = ofm_bag;
       shape_ctx[ofm_name] = ofm_shape;
     }
+    else if (layer.type() == "ReLU")
+    {
+      assert(layer.bottom().size() == 1);
+      assert(layer.top().size() == 1);
+
+      // PReLU is not supported, yet
+      // TODO Support PReLU
+      assert(!layer.has_relu_param());
+
+      // NOTE The current implementation treats ReLU as Feature op
+      // TODO Support ReLU over general tensor
+      const auto ifm_name = layer.bottom(0);
+      const auto ifm_shape = shape_ctx.at(ifm_name);
+      auto ifm_bag = bag_ctx.at(ifm_name);
+      auto ifm_obj = m->entity()->object()->create(morph::caffe::as_feature_shape(ifm_shape));
+
+      ifm_obj->bag(ifm_bag);
+      ifm_obj->reorder<feature::CHWLayout>();
+
+      const auto ofm_name = layer.top(0);
+      const auto ofm_shape = ifm_shape;
+      auto ofm_bag = m->entity()->bag()->create(num_elements(ofm_shape));
+      auto ofm_obj = m->entity()->object()->create(morph::caffe::as_feature_shape(ofm_shape));
+
+      ofm_obj->bag(ofm_bag);
+      ofm_obj->reorder<feature::CHWLayout>();
+
+      // Create a ReLU op
+      auto op = m->entity()->op()->create<coco::ReLU>();
+
+      // Create a UnitF instruction
+      // TODO Use UnitT later
+      auto ins = m->entity()->instr()->create<coco::UnitF>();
+
+      ins->ifm(ifm_obj);
+      ins->ofm(ofm_obj);
+      ins->op(op);
+
+      // Append the instruction to the block
+      blk->instr()->append(ins);
+
+      // Update bag and shape context
+      bag_ctx[ofm_name] = ofm_bag;
+      shape_ctx[ofm_name] = ofm_shape;
+    }
     else
     {
       throw std::runtime_error{"Not supported: " + layer.type()};