[res] Add TFLiteRecipes for FullyConnected dynamic shape (#14157)

This commit adds TFLiteRecipes for FullyConnected dynamic shape.

ONE-DCO-1.0-Signed-off-by: HanJin Choi [email protected]

res/TensorFlowLiteRecipes/Inf_FullyConnected_000/test.recipe

@@ -0,0 +1,45 @@
+operand {
+  name: "ifm"
+  type: FLOAT32
+  shape { dim: 1 dim: 2 dim: 3 }
+  shape_signature { dim: -1 dim: 2 dim: 3}
+}
+operand {
+  name: "weight"
+  type: FLOAT32
+  shape { dim: 4 dim: 3 }
+  filler {
+    tag: "gaussian"
+    arg: "0.0"
+    arg: "1.0"
+  }
+}
+operand {
+  name: "bias"
+  type: FLOAT32
+  shape { dim: 4 }
+  filler {
+    tag: "gaussian"
+    arg: "0.0"
+    arg: "1.0"
+  }
+}
+operand {
+  name: "ofm"
+  type: FLOAT32
+  shape { dim: 1 dim: 4 }
+  shape_signature { dim: -1 dim: 4 }
+}
+operation {
+  type: "FullyConnected"
+  fullyconnected_options {
+    activation: NONE
+    keep_num_dims: false
+  }
+  input: "ifm"
+  input: "weight"
+  input: "bias"
+  output: "ofm"
+}
+input: "ifm"
+output: "ofm"

res/TensorFlowLiteRecipes/Inf_FullyConnected_000/test.rule

@@ -0,0 +1,5 @@
+# To check if dynamic dimension properly inferred
+
+RULE    "VERIFY_FILE_FORMAT"      $(verify_file_format) '=' 1
+
+RULE    "FC_SHAPE"               $(tensor_shape ofm) '=' [-1,4]

res/TensorFlowLiteRecipes/Inf_FullyConnected_001/test.recipe

@@ -0,0 +1,45 @@
+operand {
+  name: "ifm"
+  type: FLOAT32
+  shape { dim: 1 dim: 2 dim: 3 }
+  shape_signature { dim: -1 dim: 2 dim: 3}
+}
+operand {
+  name: "weight"
+  type: FLOAT32
+  shape { dim: 4 dim: 3 }
+  filler {
+    tag: "gaussian"
+    arg: "0.0"
+    arg: "1.0"
+  }
+}
+operand {
+  name: "bias"
+  type: FLOAT32
+  shape { dim: 4 }
+  filler {
+    tag: "gaussian"
+    arg: "0.0"
+    arg: "1.0"
+  }
+}
+operand {
+  name: "ofm"
+  type: FLOAT32
+  shape { dim: 1 dim: 2 dim: 4 }
+  shape_signature { dim: -1 dim: 2 dim: 4 }
+}
+operation {
+  type: "FullyConnected"
+  fullyconnected_options {
+    activation: NONE
+    keep_num_dims: true
+  }
+  input: "ifm"
+  input: "weight"
+  input: "bias"
+  output: "ofm"
+}
+input: "ifm"
+output: "ofm"

res/TensorFlowLiteRecipes/Inf_FullyConnected_001/test.rule

@@ -0,0 +1,5 @@
+# To check if dynamic dimension properly inferred
+
+RULE    "VERIFY_FILE_FORMAT"      $(verify_file_format) '=' 1
+
+RULE    "FC_SHAPE"               $(tensor_shape ofm) '=' [-1,2,4]