Add quantized InceptionV3 on CPU and DSP

inception-v3/README.md

@@ -5,4 +5,6 @@ This folder contains Inception V3 MACE model deployment configurations.
 
 Introduction
 ---
-The original pretrained model is [here](https://github.com/tensorflow/models/tree/master/research/slim#pre-trained-models)
+The original pretrained model is [here](https://github.com/tensorflow/models/tree/master/research/slim#pre-trained-models).
+
+The quantization-aware trained model is [here](https://github.com/tensorflow/tensorflow/blob/master/tensorflow/lite/g3doc/models.md#image-classification-quantized-models) (Inception_V3_quant).

inception-v3/inception-v3-quantize-retrain-dsp.yml

@@ -0,0 +1,33 @@
+library_name: inception-v3-quantize-retrain-dsp
+target_abis: [armeabi-v7a]
+target_socs: [sdm660]
+model_graph_format: file
+model_data_format: file
+models:
+  inception_v3_quantize_retrain_dsp:
+    platform: tensorflow
+    model_file_path: https://cnbj1.fds.api.xiaomi.com/mace/miai-models/inception-v3/inception_v3_quant_frozen.pb
+    model_sha256_checksum: 8247ba8c753128da5086a8a5eb85191e2b6bde59d4ba7435b9d07ae053ee3e2e
+    subgraphs:
+      - input_tensors:
+          - input
+        input_shapes:
+          - 1,299,299,3
+        input_ranges:
+          - -1.0,1.0
+        output_tensors:
+          - output
+        output_shapes:
+          - 1,1001
+        check_tensors:
+          - InceptionV3/Logits/Conv2d_1c_1x1/BiasAdd:0
+        check_shapes:
+          - 1,1,1,1001
+        validation_inputs_data:
+          - https://cnbj1.fds.api.xiaomi.com/mace/inputs/keyboard_299x299.bin
+    runtime: dsp
+    limit_opencl_kernel_time: 0
+    nnlib_graph_mode: 0
+    obfuscate: 0
+    winograd: 0
+    quantize: 1

inception-v3/inception-v3-quantize-retrain.yml

@@ -0,0 +1,28 @@
+library_name: inception-v3-quantize-retrain
+target_abis: [armeabi-v7a]
+model_graph_format: file
+model_data_format: file
+models:
+  inception_v3_quantize_retrain:
+    platform: tensorflow
+    model_file_path: https://cnbj1.fds.api.xiaomi.com/mace/miai-models/inception-v3/inception_v3_quant_frozen.pb
+    model_sha256_checksum: 8247ba8c753128da5086a8a5eb85191e2b6bde59d4ba7435b9d07ae053ee3e2e
+    subgraphs:
+      - input_tensors:
+          - input
+        input_shapes:
+          - 1,299,299,3
+        input_ranges:
+          - -1.0,1.0
+        output_tensors:
+          - output
+        output_shapes:
+          - 1,1001
+        validation_inputs_data:
+          - https://cnbj1.fds.api.xiaomi.com/mace/inputs/keyboard_299x299.bin
+    runtime: cpu
+    limit_opencl_kernel_time: 0
+    nnlib_graph_mode: 0
+    obfuscate: 0
+    winograd: 0
+    quantize: 1