From cbc4d1bbd77b1fccff9dbe258663f7638dfad76f Mon Sep 17 00:00:00 2001
From: ZaKiiiiiiiii <56301098+Crayon-new@users.noreply.github.com>
Date: Wed, 10 Nov 2021 00:23:57 +0800
Subject: [PATCH] Merge pull request #932 from Crayon-new:tf_pooling

add test case for "tf/reduce_sum"

* fix output dimension of reduce_sum

* add test case and fix bug

* add more cases

* style:change files name

* fix a little bug
---
 testdata/dnn/tensorflow/generate_tf_models.py     |  13 +++++++++++++
 testdata/dnn/tensorflow/reduce_sum_0_False_in.npy | Bin 0 -> 224 bytes
 testdata/dnn/tensorflow/reduce_sum_0_False_net.pb | Bin 0 -> 454 bytes
 .../dnn/tensorflow/reduce_sum_0_False_out.npy     | Bin 0 -> 176 bytes
 testdata/dnn/tensorflow/reduce_sum_0_True_in.npy  | Bin 0 -> 224 bytes
 testdata/dnn/tensorflow/reduce_sum_0_True_net.pb  | Bin 0 -> 480 bytes
 testdata/dnn/tensorflow/reduce_sum_0_True_out.npy | Bin 0 -> 176 bytes
 .../dnn/tensorflow/reduce_sum_1_2_False_in.npy    | Bin 0 -> 224 bytes
 .../dnn/tensorflow/reduce_sum_1_2_False_net.pb    | Bin 0 -> 487 bytes
 .../dnn/tensorflow/reduce_sum_1_2_False_out.npy   | Bin 0 -> 136 bytes
 .../dnn/tensorflow/reduce_sum_1_2_True_in.npy     | Bin 0 -> 224 bytes
 .../dnn/tensorflow/reduce_sum_1_2_True_net.pb     | Bin 0 -> 487 bytes
 .../dnn/tensorflow/reduce_sum_1_2_True_out.npy    | Bin 0 -> 136 bytes
 testdata/dnn/tensorflow/reduce_sum_1_False_in.npy | Bin 0 -> 224 bytes
 testdata/dnn/tensorflow/reduce_sum_1_False_net.pb | Bin 0 -> 480 bytes
 .../dnn/tensorflow/reduce_sum_1_False_out.npy     | Bin 0 -> 160 bytes
 testdata/dnn/tensorflow/reduce_sum_1_True_in.npy  | Bin 0 -> 224 bytes
 testdata/dnn/tensorflow/reduce_sum_1_True_net.pb  | Bin 0 -> 480 bytes
 testdata/dnn/tensorflow/reduce_sum_1_True_out.npy | Bin 0 -> 160 bytes
 testdata/dnn/tensorflow/reduce_sum_2_False_in.npy | Bin 0 -> 224 bytes
 testdata/dnn/tensorflow/reduce_sum_2_False_net.pb | Bin 0 -> 480 bytes
 .../dnn/tensorflow/reduce_sum_2_False_out.npy     | Bin 0 -> 152 bytes
 testdata/dnn/tensorflow/reduce_sum_2_True_in.npy  | Bin 0 -> 224 bytes
 testdata/dnn/tensorflow/reduce_sum_2_True_net.pb  | Bin 0 -> 480 bytes
 testdata/dnn/tensorflow/reduce_sum_2_True_out.npy | Bin 0 -> 152 bytes
 testdata/dnn/tensorflow/reduce_sum_3_False_in.npy | Bin 0 -> 224 bytes
 testdata/dnn/tensorflow/reduce_sum_3_False_net.pb | Bin 0 -> 480 bytes
 .../dnn/tensorflow/reduce_sum_3_False_out.npy     | Bin 0 -> 224 bytes
 testdata/dnn/tensorflow/reduce_sum_3_True_in.npy  | Bin 0 -> 224 bytes
 testdata/dnn/tensorflow/reduce_sum_3_True_net.pb  | Bin 0 -> 480 bytes
 testdata/dnn/tensorflow/reduce_sum_3_True_out.npy | Bin 0 -> 224 bytes
 31 files changed, 13 insertions(+)
 create mode 100644 testdata/dnn/tensorflow/reduce_sum_0_False_in.npy
 create mode 100644 testdata/dnn/tensorflow/reduce_sum_0_False_net.pb
 create mode 100644 testdata/dnn/tensorflow/reduce_sum_0_False_out.npy
 create mode 100644 testdata/dnn/tensorflow/reduce_sum_0_True_in.npy
 create mode 100644 testdata/dnn/tensorflow/reduce_sum_0_True_net.pb
 create mode 100644 testdata/dnn/tensorflow/reduce_sum_0_True_out.npy
 create mode 100644 testdata/dnn/tensorflow/reduce_sum_1_2_False_in.npy
 create mode 100644 testdata/dnn/tensorflow/reduce_sum_1_2_False_net.pb
 create mode 100644 testdata/dnn/tensorflow/reduce_sum_1_2_False_out.npy
 create mode 100644 testdata/dnn/tensorflow/reduce_sum_1_2_True_in.npy
 create mode 100644 testdata/dnn/tensorflow/reduce_sum_1_2_True_net.pb
 create mode 100644 testdata/dnn/tensorflow/reduce_sum_1_2_True_out.npy
 create mode 100644 testdata/dnn/tensorflow/reduce_sum_1_False_in.npy
 create mode 100644 testdata/dnn/tensorflow/reduce_sum_1_False_net.pb
 create mode 100644 testdata/dnn/tensorflow/reduce_sum_1_False_out.npy
 create mode 100644 testdata/dnn/tensorflow/reduce_sum_1_True_in.npy
 create mode 100644 testdata/dnn/tensorflow/reduce_sum_1_True_net.pb
 create mode 100644 testdata/dnn/tensorflow/reduce_sum_1_True_out.npy
 create mode 100644 testdata/dnn/tensorflow/reduce_sum_2_False_in.npy
 create mode 100644 testdata/dnn/tensorflow/reduce_sum_2_False_net.pb
 create mode 100644 testdata/dnn/tensorflow/reduce_sum_2_False_out.npy
 create mode 100644 testdata/dnn/tensorflow/reduce_sum_2_True_in.npy
 create mode 100644 testdata/dnn/tensorflow/reduce_sum_2_True_net.pb
 create mode 100644 testdata/dnn/tensorflow/reduce_sum_2_True_out.npy
 create mode 100644 testdata/dnn/tensorflow/reduce_sum_3_False_in.npy
 create mode 100644 testdata/dnn/tensorflow/reduce_sum_3_False_net.pb
 create mode 100644 testdata/dnn/tensorflow/reduce_sum_3_False_out.npy
 create mode 100644 testdata/dnn/tensorflow/reduce_sum_3_True_in.npy
 create mode 100644 testdata/dnn/tensorflow/reduce_sum_3_True_net.pb
 create mode 100644 testdata/dnn/tensorflow/reduce_sum_3_True_out.npy

diff --git a/testdata/dnn/tensorflow/generate_tf_models.py b/testdata/dnn/tensorflow/generate_tf_models.py
index 2a08c38ed..ff179e6b7 100644
--- a/testdata/dnn/tensorflow/generate_tf_models.py
+++ b/testdata/dnn/tensorflow/generate_tf_models.py
@@ -594,6 +594,19 @@ def keras_relu6(x):
 inp = tf.placeholder(tf.float32, [2, 3, 4, 5], 'input')
 reduced = tf.reduce_sum(inp, axis=[2], keepdims=False)
 save(inp, reduced, 'sum_pool_by_axis')
+###############################################################################
+#This test case generated by tensorflow 1.15.0
+axises = [[0], [1], [2], [3], [1, 2]]
+for axis in axises:
+    for keepdims in [False, True]:
+        inp = tf.placeholder(tf.float32, [2, 3, 4, 1])
+        biasadd = tf.nn.bias_add(inp, [1], data_format='NHWC')
+        print(axis, keepdims)
+        reduced = tf.reduce_sum(biasadd, axis=axis, keepdims=keepdims)
+        if len(axis) == 1:
+            save(inp, reduced + 1, f'reduce_sum_{axis[0]}_{keepdims}')
+        else:
+            save(inp, reduced + 1, f'reduce_sum_{axis[0]}_{axis[1]}_{keepdims}')
 ################################################################################
 inp = tf.placeholder(tf.float32, [1, 4, 2, 3], 'input')
 out = tf.math.reduce_sum(inp, axis=-1)
diff --git a/testdata/dnn/tensorflow/reduce_sum_0_False_in.npy b/testdata/dnn/tensorflow/reduce_sum_0_False_in.npy
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