Imported Upstream version 1.12.0upstream/1.12.0

37 files changed, 559 insertions, 0 deletions

diff --git a/res/CircleRecipes/InstanceNorm_001/test.recipe b/res/CircleRecipes/InstanceNorm_001/test.recipe
new file mode 100644
index 000000000..ec647c36d
--- /dev/null
+++ b/res/CircleRecipes/InstanceNorm_001/test.recipe
@@ -0,0 +1,47 @@
+operand {
+  name: "ifm"
+  type: FLOAT32
+  shape { dim: 1 dim: 3 dim: 3 dim: 4 }
+}
+operand {
+  name: "gamma"
+  type: FLOAT32
+  shape { dim: 4 }
+  filler {
+    tag: "explicit"
+    arg: "0.0123"
+    arg: "-0.3324"
+    arg: "0.2324"
+    arg: "-3.3360"
+  }
+}
+operand {
+  name: "beta"
+  type: FLOAT32
+  shape { dim: 4 }
+  filler {
+    tag: "explicit"
+    arg: "0.7023"
+    arg: "-0.3092"
+    arg: "0.7552"
+    arg: "0.2729"
+  }
+}
+operand {
+  name: "ofm"
+  type: FLOAT32
+  shape { dim: 1 dim: 3 dim: 3 dim: 4 }
+}
+operation {
+  type: "InstanceNorm"
+  input: "ifm"
+  input: "gamma"
+  input: "beta"
+  output: "ofm"
+  instance_norm_options {
+    epsilon: 0.001
+    activation: NONE
+  }
+}
+input: "ifm"
+output: "ofm"
diff --git a/res/CircleRecipes/InstanceNorm_001/test.reverse b/res/CircleRecipes/InstanceNorm_001/test.reverse
new file mode 100644
index 000000000..e69de29bb
--- /dev/null
+++ b/res/CircleRecipes/InstanceNorm_001/test.reverse
diff --git a/res/TensorFlowLiteRecipes/Mean_U8_dynamic_000/test.recipe b/res/TensorFlowLiteRecipes/Mean_U8_dynamic_000/test.recipe
new file mode 100644
index 000000000..bed256328
--- /dev/null
+++ b/res/TensorFlowLiteRecipes/Mean_U8_dynamic_000/test.recipe
@@ -0,0 +1,31 @@
+operand {
+  name: "ifm"
+  type: UINT8
+  shape { dim: 1 dim: 8 dim: 8 dim: 4 }
+  quant { min: -128 max: 127 scale: 1 zero_point: 128 }
+  shape_signature { dim: -1 dim: 8 dim: 8 dim: 4 }
+}
+operand {
+  name: "reduction_indices"
+  type: INT32
+  shape { dim: 2 }
+  filler { tag: "explicit" arg: "1" arg: "2" }
+}
+operand {
+  name: "ofm"
+  type: UINT8
+  shape { dim: 1 dim: 1 dim: 1 dim: 4 }
+  quant { min: -256 max: 254 scale: 2 zero_point: 128 }
+  shape_signature { dim: -1 dim: 1 dim: 1 dim: 4 }
+}
+operation {
+  type: "Mean"
+  mean_options {
+    keep_dims: true
+  }
+  input: "ifm"
+  input: "reduction_indices"
+  output: "ofm"
+}
+input: "ifm"
+output: "ofm"
diff --git a/res/TensorFlowLiteRecipes/Mean_U8_dynamic_000/test.reverse b/res/TensorFlowLiteRecipes/Mean_U8_dynamic_000/test.reverse
new file mode 100644
index 000000000..e69de29bb
--- /dev/null
+++ b/res/TensorFlowLiteRecipes/Mean_U8_dynamic_000/test.reverse
diff --git a/res/TensorFlowLiteRecipes/Mean_dynamic_000/test.recipe b/res/TensorFlowLiteRecipes/Mean_dynamic_000/test.recipe
new file mode 100644
index 000000000..a098c628a
--- /dev/null
+++ b/res/TensorFlowLiteRecipes/Mean_dynamic_000/test.recipe
@@ -0,0 +1,29 @@
+operand {
+  name: "ifm"
+  type: FLOAT32
+  shape { dim: 1 dim: 8 dim: 8 dim: 4 }
+  shape_signature { dim: -1 dim: 8 dim: 8 dim: 4 }
+}
+operand {
+  name: "reduction_indices"
+  type: INT32
+  shape { dim: 1 }
+  filler { tag: "explicit" arg: "-1" }
+}
+operand {
+  name: "ofm"
+  type: FLOAT32
+  shape { dim: 1 dim: 8 dim: 8 dim: 1 }
+  shape_signature { dim: -1 dim: 8 dim: 8 dim: 1 }
+}
+operation {
+  type: "Mean"
+  mean_options {
+    keep_dims: true
+  }
+  input: "ifm"
+  input: "reduction_indices"
+  output: "ofm"
+}
+input: "ifm"
+output: "ofm"
diff --git a/res/TensorFlowLiteRecipes/Mean_dynamic_000/test.reverse b/res/TensorFlowLiteRecipes/Mean_dynamic_000/test.reverse
new file mode 100644
index 000000000..e69de29bb
--- /dev/null
+++ b/res/TensorFlowLiteRecipes/Mean_dynamic_000/test.reverse
diff --git a/res/TensorFlowLiteRecipes/Mean_dynamic_001/test.recipe b/res/TensorFlowLiteRecipes/Mean_dynamic_001/test.recipe
new file mode 100644
index 000000000..bd1a46293
--- /dev/null
+++ b/res/TensorFlowLiteRecipes/Mean_dynamic_001/test.recipe
@@ -0,0 +1,29 @@
+operand {
+  name: "ifm"
+  type: FLOAT32
+  shape { dim: 1 dim: 3 dim: 4 }
+  shape_signature { dim: -1 dim: 3 dim: 4 }
+}
+operand {
+  name: "reduction_indices"
+  type: INT32
+  shape { dim: 1 }
+  filler { tag: "explicit" arg: "1" }
+}
+operand {
+  name: "ofm"
+  type: FLOAT32
+  shape { dim: 1 dim: 4 }
+  shape_signature { dim: -1 dim: 4 }
+}
+operation {
+  type: "Mean"
+  mean_options {
+    keep_dims: false
+  }
+  input: "ifm"
+  input: "reduction_indices"
+  output: "ofm"
+}
+input: "ifm"
+output: "ofm"
diff --git a/res/TensorFlowLiteRecipes/Mean_dynamic_001/test.reverse b/res/TensorFlowLiteRecipes/Mean_dynamic_001/test.reverse
new file mode 100644
index 000000000..e69de29bb
--- /dev/null
+++ b/res/TensorFlowLiteRecipes/Mean_dynamic_001/test.reverse
diff --git a/res/TensorFlowLiteRecipes/ReLU6_dynamic_000/test.recipe b/res/TensorFlowLiteRecipes/ReLU6_dynamic_000/test.recipe
new file mode 100644
index 000000000..e6dee0e7d
--- /dev/null
+++ b/res/TensorFlowLiteRecipes/ReLU6_dynamic_000/test.recipe
@@ -0,0 +1,19 @@
+operand {
+  name: "ifm"
+  type: FLOAT32
+  shape { dim: 1 dim: 3 dim: 3 dim: 2 }
+  shape_signature { dim: -1 dim: 3 dim: 3 dim: 2 }
+}
+operand {
+  name: "ofm"
+  type: FLOAT32
+  shape { dim: 1 dim: 3 dim: 3 dim: 2 }
+  shape_signature { dim: -1 dim: 3 dim: 3 dim: 2 }
+}
+operation {
+  type: "ReLU6"
+  input: "ifm"
+  output: "ofm"
+}
+input: "ifm"
+output: "ofm"
diff --git a/res/TensorFlowLiteRecipes/ReLU6_dynamic_000/test.reverse b/res/TensorFlowLiteRecipes/ReLU6_dynamic_000/test.reverse
new file mode 100644
index 000000000..e69de29bb
--- /dev/null
+++ b/res/TensorFlowLiteRecipes/ReLU6_dynamic_000/test.reverse
diff --git a/res/TensorFlowLiteRecipes/ReLUN1To1_dynamic_000/test.recipe b/res/TensorFlowLiteRecipes/ReLUN1To1_dynamic_000/test.recipe
new file mode 100644
index 000000000..21c237ff8
--- /dev/null
+++ b/res/TensorFlowLiteRecipes/ReLUN1To1_dynamic_000/test.recipe
@@ -0,0 +1,19 @@
+operand {
+  name: "ifm"
+  type: FLOAT32
+  shape { dim: 1 dim: 3 dim: 3 dim: 2 }
+  shape_signature { dim: -1 dim: 3 dim: 3 dim: 2 }
+}
+operand {
+  name: "ofm"
+  type: FLOAT32
+  shape { dim: 1 dim: 3 dim: 3 dim: 2 }
+  shape_signature { dim: -1 dim: 3 dim: 3 dim: 2 }
+}
+operation {
+  type: "ReLUN1To1"
+  input: "ifm"
+  output: "ofm"
+}
+input: "ifm"
+output: "ofm"
diff --git a/res/TensorFlowLiteRecipes/ReLUN1To1_dynamic_000/test.reverse b/res/TensorFlowLiteRecipes/ReLUN1To1_dynamic_000/test.reverse
new file mode 100644
index 000000000..e69de29bb
--- /dev/null
+++ b/res/TensorFlowLiteRecipes/ReLUN1To1_dynamic_000/test.reverse
diff --git a/res/TensorFlowLiteRecipes/ReLU_dynamic_000/test.recipe b/res/TensorFlowLiteRecipes/ReLU_dynamic_000/test.recipe
new file mode 100644
index 000000000..fa4293e35
--- /dev/null
+++ b/res/TensorFlowLiteRecipes/ReLU_dynamic_000/test.recipe
@@ -0,0 +1,19 @@
+operand {
+  name: "ifm"
+  type: FLOAT32
+  shape { dim: 1 dim: 3 dim: 3 dim: 2 }
+  shape_signature { dim: -1 dim: 3 dim: 3 dim: 2 }
+}
+operand {
+  name: "ofm"
+  type: FLOAT32
+  shape { dim: 1 dim: 3 dim: 3 dim: 2 }
+  shape_signature { dim: -1 dim: 3 dim: 3 dim: 2 }
+}
+operation {
+  type: "ReLU"
+  input: "ifm"
+  output: "ofm"
+}
+input: "ifm"
+output: "ofm"
diff --git a/res/TensorFlowLiteRecipes/ReLU_dynamic_000/test.reverse b/res/TensorFlowLiteRecipes/ReLU_dynamic_000/test.reverse
new file mode 100644
index 000000000..e69de29bb
--- /dev/null
+++ b/res/TensorFlowLiteRecipes/ReLU_dynamic_000/test.reverse
diff --git a/res/TensorFlowLiteRecipes/ReduceAny_dynamic_000/test.recipe b/res/TensorFlowLiteRecipes/ReduceAny_dynamic_000/test.recipe
new file mode 100644
index 000000000..427bd05f1
--- /dev/null
+++ b/res/TensorFlowLiteRecipes/ReduceAny_dynamic_000/test.recipe
@@ -0,0 +1,31 @@
+operand {
+  name: "ifm"
+  type: BOOL
+  shape { dim: 1 dim: 3 dim: 4 }
+  shape_signature { dim: -1 dim: 3 dim: 4 }
+}
+operand {
+  name: "reduction_indices"
+  type: INT32
+  shape { dim: 3 }
+  filler {
+    tag: "explicit"
+    arg: "0" arg: "1" arg: "2"
+  }
+}
+operand {
+  name: "ofm"
+  type: BOOL
+  shape { }
+}
+operation {
+  type: "ReduceAny"
+  reduce_any_options {
+    keep_dims: false
+  }
+  input: "ifm"
+  input: "reduction_indices"
+  output: "ofm"
+}
+input: "ifm"
+output: "ofm"
diff --git a/res/TensorFlowLiteRecipes/ReduceAny_dynamic_000/test.reverse b/res/TensorFlowLiteRecipes/ReduceAny_dynamic_000/test.reverse
new file mode 100644
index 000000000..e69de29bb
--- /dev/null
+++ b/res/TensorFlowLiteRecipes/ReduceAny_dynamic_000/test.reverse
diff --git a/res/TensorFlowLiteRecipes/ReduceAny_dynamic_001/test.recipe b/res/TensorFlowLiteRecipes/ReduceAny_dynamic_001/test.recipe
new file mode 100644
index 000000000..9c3a5e877
--- /dev/null
+++ b/res/TensorFlowLiteRecipes/ReduceAny_dynamic_001/test.recipe
@@ -0,0 +1,32 @@
+operand {
+  name: "ifm"
+  type: BOOL
+  shape { dim: 1 dim: 3 dim: 4 }
+  shape_signature { dim: -1 dim: 3 dim: 4 }
+}
+operand {
+  name: "reduction_indices"
+  type: INT32
+  shape { dim: 1 }
+  filler {
+    tag: "explicit"
+    arg: "1"
+  }
+}
+operand {
+  name: "ofm"
+  type: BOOL
+  shape { dim: 1 dim: 4 }
+  shape_signature { dim: -1 dim: 4 }
+}
+operation {
+  type: "ReduceAny"
+  reduce_any_options {
+    keep_dims: false
+  }
+  input: "ifm"
+  input: "reduction_indices"
+  output: "ofm"
+}
+input: "ifm"
+output: "ofm"
diff --git a/res/TensorFlowLiteRecipes/ReduceAny_dynamic_001/test.reverse b/res/TensorFlowLiteRecipes/ReduceAny_dynamic_001/test.reverse
new file mode 100644
index 000000000..e69de29bb
--- /dev/null
+++ b/res/TensorFlowLiteRecipes/ReduceAny_dynamic_001/test.reverse
diff --git a/res/TensorFlowLiteRecipes/ReduceAny_dynamic_002/test.recipe b/res/TensorFlowLiteRecipes/ReduceAny_dynamic_002/test.recipe
new file mode 100644
index 000000000..109a3cbac
--- /dev/null
+++ b/res/TensorFlowLiteRecipes/ReduceAny_dynamic_002/test.recipe
@@ -0,0 +1,31 @@
+operand {
+  name: "ifm"
+  type: BOOL
+  shape { dim: 1 dim: 3 dim: 4 }
+  shape_signature { dim: -1 dim: 3 dim: 4 }
+}
+operand {
+  name: "reduction_indices"
+  type: INT32
+  shape { dim: 3 }
+  filler {
+    tag: "explicit"
+    arg: "0" arg: "1" arg: "2"
+  }
+}
+operand {
+  name: "ofm"
+  type: BOOL
+  shape { dim: 1 dim: 1 dim: 1 }
+}
+operation {
+  type: "ReduceAny"
+  reduce_any_options {
+    keep_dims: true
+  }
+  input: "ifm"
+  input: "reduction_indices"
+  output: "ofm"
+}
+input: "ifm"
+output: "ofm"
diff --git a/res/TensorFlowLiteRecipes/ReduceAny_dynamic_002/test.reverse b/res/TensorFlowLiteRecipes/ReduceAny_dynamic_002/test.reverse
new file mode 100644
index 000000000..e69de29bb
--- /dev/null
+++ b/res/TensorFlowLiteRecipes/ReduceAny_dynamic_002/test.reverse
diff --git a/res/TensorFlowLiteRecipes/ReduceAny_dynamic_003/test.recipe b/res/TensorFlowLiteRecipes/ReduceAny_dynamic_003/test.recipe
new file mode 100644
index 000000000..1355f2b33
--- /dev/null
+++ b/res/TensorFlowLiteRecipes/ReduceAny_dynamic_003/test.recipe
@@ -0,0 +1,31 @@
+operand {
+  name: "ifm"
+  type: BOOL
+  shape { dim: 2 dim: 1 dim: 4 }
+  shape_signature { dim: 2 dim: -1 dim: 4 }
+}
+operand {
+  name: "reduction_indices"
+  type: INT32
+  shape { dim: 1 }
+  filler {
+    tag: "explicit"
+    arg: "1"
+  }
+}
+operand {
+  name: "ofm"
+  type: BOOL
+  shape { dim: 2 dim: 1 dim: 4 }
+}
+operation {
+  type: "ReduceAny"
+  reduce_any_options {
+    keep_dims: true
+  }
+  input: "ifm"
+  input: "reduction_indices"
+  output: "ofm"
+}
+input: "ifm"
+output: "ofm"
diff --git a/res/TensorFlowLiteRecipes/ReduceAny_dynamic_003/test.reverse b/res/TensorFlowLiteRecipes/ReduceAny_dynamic_003/test.reverse
new file mode 100644
index 000000000..e69de29bb
--- /dev/null
+++ b/res/TensorFlowLiteRecipes/ReduceAny_dynamic_003/test.reverse
diff --git a/res/TensorFlowLiteRecipes/ReduceMax_dynamic_000/test.recipe b/res/TensorFlowLiteRecipes/ReduceMax_dynamic_000/test.recipe
new file mode 100644
index 000000000..01669bee2
--- /dev/null
+++ b/res/TensorFlowLiteRecipes/ReduceMax_dynamic_000/test.recipe
@@ -0,0 +1,29 @@
+operand {
+  name: "ifm"
+  type: FLOAT32
+  shape { dim: 1 dim: 8 dim: 8 dim: 4 }
+  shape_signature { dim: -1 dim: 8 dim: 8 dim: 4 }
+}
+operand {
+  name: "axis"
+  type: INT32
+  shape { dim: 1 }
+  filler { tag: "explicit" arg: "-1" }
+}
+operand {
+  name: "ofm"
+  type: FLOAT32
+  shape { dim: 1 dim: 8 dim: 8 dim: 1 }
+  shape_signature { dim: -1 dim: 8 dim: 8 dim: 1 }
+}
+operation {
+  type: "ReduceMax"
+  reduce_max_options {
+    keep_dims: true
+  }
+  input: "ifm"
+  input: "axis"
+  output: "ofm"
+}
+input: "ifm"
+output: "ofm"
diff --git a/res/TensorFlowLiteRecipes/ReduceMax_dynamic_000/test.reverse b/res/TensorFlowLiteRecipes/ReduceMax_dynamic_000/test.reverse
new file mode 100644
index 000000000..e69de29bb
--- /dev/null
+++ b/res/TensorFlowLiteRecipes/ReduceMax_dynamic_000/test.reverse
diff --git a/res/TensorFlowLiteRecipes/ReduceMin_dynamic_000/test.recipe b/res/TensorFlowLiteRecipes/ReduceMin_dynamic_000/test.recipe
new file mode 100644
index 000000000..50603ba5f
--- /dev/null
+++ b/res/TensorFlowLiteRecipes/ReduceMin_dynamic_000/test.recipe
@@ -0,0 +1,29 @@
+operand {
+  name: "ifm"
+  type: FLOAT32
+  shape { dim: 1 dim: 8 dim: 8 dim: 4 }
+  shape_signature { dim: -1 dim: 8 dim: 8 dim: 4 }
+}
+operand {
+  name: "axis"
+  type: INT32
+  shape { dim: 1 }
+  filler { tag: "explicit" arg: "-1" }
+}
+operand {
+  name: "ofm"
+  type: FLOAT32
+  shape { dim: 1 dim: 8 dim: 8 dim: 1 }
+  shape_signature { dim: -1 dim: 8 dim: 8 dim: 1 }
+}
+operation {
+  type: "ReduceMin"
+  reduce_min_options {
+    keep_dims: true
+  }
+  input: "ifm"
+  input: "axis"
+  output: "ofm"
+}
+input: "ifm"
+output: "ofm"
diff --git a/res/TensorFlowLiteRecipes/ReduceMin_dynamic_000/test.reverse b/res/TensorFlowLiteRecipes/ReduceMin_dynamic_000/test.reverse
new file mode 100644
index 000000000..e69de29bb
--- /dev/null
+++ b/res/TensorFlowLiteRecipes/ReduceMin_dynamic_000/test.reverse
diff --git a/res/TensorFlowLiteRecipes/ReduceProd_dynamic_000/test.recipe b/res/TensorFlowLiteRecipes/ReduceProd_dynamic_000/test.recipe
new file mode 100644
index 000000000..e81db67df
--- /dev/null
+++ b/res/TensorFlowLiteRecipes/ReduceProd_dynamic_000/test.recipe
@@ -0,0 +1,31 @@
+operand {
+  name: "ifm"
+  type: FLOAT32
+  shape { dim: 1 dim: 3 dim: 4 }
+  shape_signature { dim: -1 dim: 3 dim: 4 }
+}
+operand {
+  name: "reduction_indices"
+  type: INT32
+  shape { dim: 3 }
+  filler {
+    tag: "explicit"
+    arg: "0" arg: "1" arg: "2"
+  }
+}
+operand {
+  name: "ofm"
+  type: FLOAT32
+  shape { }
+}
+operation {
+  type: "ReduceProd"
+  reduce_prod_options {
+    keep_dims: false
+  }
+  input: "ifm"
+  input: "reduction_indices"
+  output: "ofm"
+}
+input: "ifm"
+output: "ofm"
diff --git a/res/TensorFlowLiteRecipes/ReduceProd_dynamic_000/test.reverse b/res/TensorFlowLiteRecipes/ReduceProd_dynamic_000/test.reverse
new file mode 100644
index 000000000..e69de29bb
--- /dev/null
+++ b/res/TensorFlowLiteRecipes/ReduceProd_dynamic_000/test.reverse
diff --git a/res/TensorFlowLiteRecipes/ReduceProd_dynamic_001/test.recipe b/res/TensorFlowLiteRecipes/ReduceProd_dynamic_001/test.recipe
new file mode 100644
index 000000000..f2811b373
--- /dev/null
+++ b/res/TensorFlowLiteRecipes/ReduceProd_dynamic_001/test.recipe
@@ -0,0 +1,32 @@
+operand {
+  name: "ifm"
+  type: FLOAT32
+  shape { dim: 1 dim: 3 dim: 4 }
+  shape_signature { dim: -1 dim: 3 dim: 4 }
+}
+operand {
+  name: "reduction_indices"
+  type: INT32
+  shape { dim: 1 }
+  filler {
+    tag: "explicit"
+    arg: "1"
+  }
+}
+operand {
+  name: "ofm"
+  type: FLOAT32
+  shape { dim: 1 dim: 4 }
+  shape_signature { dim: -1 dim: 4 }
+}
+operation {
+  type: "ReduceProd"
+  reduce_prod_options {
+    keep_dims: false
+  }
+  input: "ifm"
+  input: "reduction_indices"
+  output: "ofm"
+}
+input: "ifm"
+output: "ofm"
diff --git a/res/TensorFlowLiteRecipes/ReduceProd_dynamic_001/test.reverse b/res/TensorFlowLiteRecipes/ReduceProd_dynamic_001/test.reverse
new file mode 100644
index 000000000..e69de29bb
--- /dev/null
+++ b/res/TensorFlowLiteRecipes/ReduceProd_dynamic_001/test.reverse
diff --git a/res/TensorFlowLiteRecipes/ReduceProd_dynamic_002/test.recipe b/res/TensorFlowLiteRecipes/ReduceProd_dynamic_002/test.recipe
new file mode 100644
index 000000000..c1e14c511
--- /dev/null
+++ b/res/TensorFlowLiteRecipes/ReduceProd_dynamic_002/test.recipe
@@ -0,0 +1,31 @@
+operand {
+  name: "ifm"
+  type: FLOAT32
+  shape { dim: 1 dim: 3 dim: 4 }
+  shape_signature { dim: -1 dim: 3 dim: 4 }
+}
+operand {
+  name: "reduction_indices"
+  type: INT32
+  shape { dim: 3 }
+  filler {
+    tag: "explicit"
+    arg: "0" arg: "1" arg: "2"
+  }
+}
+operand {
+  name: "ofm"
+  type: FLOAT32
+  shape { dim: 1 dim: 1 dim: 1 }
+}
+operation {
+  type: "ReduceProd"
+  reduce_prod_options {
+    keep_dims: true
+  }
+  input: "ifm"
+  input: "reduction_indices"
+  output: "ofm"
+}
+input: "ifm"
+output: "ofm"
diff --git a/res/TensorFlowLiteRecipes/ReduceProd_dynamic_002/test.reverse b/res/TensorFlowLiteRecipes/ReduceProd_dynamic_002/test.reverse
new file mode 100644
index 000000000..e69de29bb
--- /dev/null
+++ b/res/TensorFlowLiteRecipes/ReduceProd_dynamic_002/test.reverse
diff --git a/res/TensorFlowLiteRecipes/ReduceProd_dynamic_003/test.recipe b/res/TensorFlowLiteRecipes/ReduceProd_dynamic_003/test.recipe
new file mode 100644
index 000000000..4e4633f6f
--- /dev/null
+++ b/res/TensorFlowLiteRecipes/ReduceProd_dynamic_003/test.recipe
@@ -0,0 +1,31 @@
+operand {
+  name: "ifm"
+  type: FLOAT32
+  shape { dim: 2 dim: 1 dim: 4 }
+  shape_signature { dim: 2 dim: -1 dim: 4 }
+}
+operand {
+  name: "reduction_indices"
+  type: INT32
+  shape { dim: 1 }
+  filler {
+    tag: "explicit"
+    arg: "1"
+  }
+}
+operand {
+  name: "ofm"
+  type: FLOAT32
+  shape { dim: 2 dim: 1 dim: 4 }
+}
+operation {
+  type: "ReduceProd"
+  reduce_prod_options {
+    keep_dims: true
+  }
+  input: "ifm"
+  input: "reduction_indices"
+  output: "ofm"
+}
+input: "ifm"
+output: "ofm"
diff --git a/res/TensorFlowLiteRecipes/ReduceProd_dynamic_003/test.reverse b/res/TensorFlowLiteRecipes/ReduceProd_dynamic_003/test.reverse
new file mode 100644
index 000000000..e69de29bb
--- /dev/null
+++ b/res/TensorFlowLiteRecipes/ReduceProd_dynamic_003/test.reverse
diff --git a/res/TensorFlowLiteRecipes/Sum_dynamic_000/test.recipe b/res/TensorFlowLiteRecipes/Sum_dynamic_000/test.recipe
new file mode 100644
index 000000000..99b089e4d
--- /dev/null
+++ b/res/TensorFlowLiteRecipes/Sum_dynamic_000/test.recipe
@@ -0,0 +1,29 @@
+operand {
+  name: "ifm"
+  type: FLOAT32
+  shape { dim: 1 dim: 8 dim: 8 dim: 4 }
+  shape_signature { dim: -1 dim: 8 dim: 8 dim: 4 }
+}
+operand {
+  name: "reduction_indices"
+  type: INT32
+  shape { dim: 1 }
+  filler { tag: "explicit" arg: "-1" }
+}
+operand {
+  name: "ofm"
+  type: FLOAT32
+  shape { dim: 1 dim: 8 dim: 8 dim: 1 }
+  shape_signature { dim: -1 dim: 8 dim: 8 dim: 1 }
+}
+operation {
+  type: "Sum"
+  sum_options {
+    keep_dims: true
+  }
+  input: "ifm"
+  input: "reduction_indices"
+  output: "ofm"
+}
+input: "ifm"
+output: "ofm"
diff --git a/res/TensorFlowLiteRecipes/Sum_dynamic_000/test.reverse b/res/TensorFlowLiteRecipes/Sum_dynamic_000/test.reverse
new file mode 100644
index 000000000..e69de29bb
--- /dev/null
+++ b/res/TensorFlowLiteRecipes/Sum_dynamic_000/test.reverse
diff --git a/res/TensorFlowLiteRecipes/Sum_dynamic_001/test.recipe b/res/TensorFlowLiteRecipes/Sum_dynamic_001/test.recipe
new file mode 100644
index 000000000..46fac492f
--- /dev/null
+++ b/res/TensorFlowLiteRecipes/Sum_dynamic_001/test.recipe
@@ -0,0 +1,29 @@
+operand {
+  name: "ifm"
+  type: FLOAT32
+  shape { dim: 1 dim: 3 dim: 4 }
+  shape_signature { dim: -1 dim: 3 dim: 4 }
+}
+operand {
+  name: "reduction_indices"
+  type: INT32
+  shape { dim: 1 }
+  filler { tag: "explicit" arg: "1" }
+}
+operand {
+  name: "ofm"
+  type: FLOAT32
+  shape { dim: 1 dim: 4 }
+  shape_signature { dim: -1 dim: 4 }
+}
+operation {
+  type: "Sum"
+  sum_options {
+    keep_dims: false
+  }
+  input: "ifm"
+  input: "reduction_indices"
+  output: "ofm"
+}
+input: "ifm"
+output: "ofm"