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metadata.json

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+}
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+}
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+  input: "gpu_0/res3_2_branch2b_w_0_int8"
+  input: "gpu_0/res3_2_branch2b_bn_b_0_int8"
+  output: "gpu_0/pred_1"
+  name: ""
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+  }
+  arg {
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+  }
+  arg {
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+  }
+  arg {
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+    i: 1
+  }
+  arg {
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+    i: 0
+  }
+  arg {
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+    f: 0.0288495
+  }
+  device_option {
+  }
+  engine: "DNNLOWP"
+}
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+  input: "gpu_0/res3_2_branch2c_w_0_int8"
+  input: "gpu_0/res3_2_branch2c_bn_b_0_int8"
+  output: "gpu_0/res5_2_branch2c_bn_1_int8"
+  name: ""
+  type: "Int8Conv"
+  arg {
+    name: "kernel"
+    i: 1
+  }
+  arg {
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+    i: 0
+  }
+  arg {
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+  }
+  arg {
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+    i: 128
+  }
+  arg {
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+  }
+  device_option {
+  }
+  engine: "DNNLOWP"
+}
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+  input: "gpu_0/res5_2_branch2c_bn_1_int8"
+  input: "gpu_0/pred_1_int8"
+  output: "gpu_0/softmax_1"
+  name: ""
+  type: "Int8SumRelu"
+  arg {
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+    f: 0.0447852
+  }
+  arg {
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+    i: 0
+  }
+  arg {
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+    s: "NHWC"
+  }
+  device_option {
+  }
+  engine: "DNNLOWP"
+}
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+  input: "gpu_0/res3_3_branch2a_w_0_int8"
+  input: "gpu_0/res3_3_branch2a_bn_b_0_int8"
+  output: "gpu_0/res5_2_branch2c_bn_2_int8"
+  name: ""
+  type: "Int8ConvRelu"
+  arg {
+    name: "kernel"
+    i: 1
+  }
+  arg {
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+    i: 0
+  }
+  arg {
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+  }
+  arg {
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+  arg {
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+    i: 0
+  }
+  arg {
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+  }
+  device_option {
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+  engine: "DNNLOWP"
+}
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+  input: "gpu_0/res3_3_branch2b_w_0_int8"
+  input: "gpu_0/res3_3_branch2b_bn_b_0_int8"
+  output: "gpu_0/res5_2_branch2b_bn_1_int8"
+  name: ""
+  type: "Int8ConvRelu"
+  arg {
+    name: "kernel"
+    i: 3
+  }
+  arg {
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+    i: 1
+  }
+  arg {
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+    s: "NHWC"
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+  arg {
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+  }
+  arg {
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+    i: 0
+  }
+  arg {
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+  }
+  device_option {
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+  engine: "DNNLOWP"
+}
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+  input: "gpu_0/res3_3_branch2c_w_0_int8"
+  input: "gpu_0/res3_3_branch2c_bn_b_0_int8"
+  output: "gpu_0/res5_2_branch2c_bn_2_int8"
+  name: ""
+  type: "Int8Conv"
+  arg {
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+    i: 1
+  }
+  arg {
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+    i: 0
+  }
+  arg {
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+  }
+  arg {
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+  }
+  arg {
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+    i: 128
+  }
+  arg {
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+    f: 0.0573368
+  }
+  device_option {
+  }
+  engine: "DNNLOWP"
+}
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+  input: "gpu_0/softmax_1"
+  output: "gpu_0/pred_1"
+  name: ""
+  type: "Int8SumRelu"
+  arg {
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+    f: 0.0395934
+  }
+  arg {
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+  arg {
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+    s: "NHWC"
+  }
+  device_option {
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+  engine: "DNNLOWP"
+}
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+  input: "gpu_0/res4_0_branch1_w_0_int8"
+  input: "gpu_0/res4_0_branch1_bn_b_0_int8"
+  output: "gpu_0/pred_1_int8"
+  name: ""
+  type: "Int8Conv"
+  arg {
+    name: "stride"
+    i: 2
+  }
+  arg {
+    name: "order"
+    s: "NHWC"
+  }
+  arg {
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+    i: 1
+  }
+  arg {
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+    i: 128
+  }
+  arg {
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+    f: 0.0463029
+  }
+  device_option {
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+  engine: "DNNLOWP"
+}
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+  input: "gpu_0/res4_0_branch2a_w_0_int8"
+  input: "gpu_0/res4_0_branch2a_bn_b_0_int8"
+  output: "gpu_0/res5_2_branch2b_bn_1_int8"
+  name: ""
+  type: "Int8ConvRelu"
+  arg {
+    name: "kernel"
+    i: 1
+  }
+  arg {
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+    i: 0
+  }
+  arg {
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+    s: "NHWC"
+  }
+  arg {
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+  }
+  arg {
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+    i: 0
+  }
+  arg {
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+  }
+  device_option {
+  }
+  engine: "DNNLOWP"
+}
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+  input: "gpu_0/res5_2_branch2b_bn_1_int8"
+  input: "gpu_0/res4_0_branch2b_w_0_int8"
+  input: "gpu_0/res4_0_branch2b_bn_b_0_int8"
+  output: "gpu_0/res5_2_branch2c_bn_1_int8"
+  name: ""
+  type: "Int8ConvRelu"
+  arg {
+    name: "kernel"
+    i: 3
+  }
+  arg {
+    name: "pad"
+    i: 1
+  }
+  arg {
+    name: "order"
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+  }
+  arg {
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+    i: 2
+  }
+  arg {
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+    i: 0
+  }
+  arg {
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+    f: 0.0318275
+  }
+  device_option {
+  }
+  engine: "DNNLOWP"
+}
+op {
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+  input: "gpu_0/res4_0_branch2c_w_0_int8"
+  input: "gpu_0/res4_0_branch2c_bn_b_0_int8"
+  output: "gpu_0/pred_1"
+  name: ""
+  type: "Int8Conv"
+  arg {
+    name: "kernel"
+    i: 1
+  }
+  arg {
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+    i: 0
+  }
+  arg {
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+    s: "NHWC"
+  }
+  arg {
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+    i: 1
+  }
+  arg {
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+    i: 128
+  }
+  arg {
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+    f: 0.0569455
+  }
+  device_option {
+  }
+  engine: "DNNLOWP"
+}
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+  input: "gpu_0/pred_1"
+  input: "gpu_0/pred_1_int8"
+  output: "gpu_0/res5_2_branch2c_bn_2_int8"
+  name: ""
+  type: "Int8SumRelu"
+  arg {
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+    f: 0.0376431
+  }
+  arg {
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+    i: 0
+  }
+  arg {
+    name: "order"
+    s: "NHWC"
+  }
+  device_option {
+  }
+  engine: "DNNLOWP"
+}
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+  input: "gpu_0/res4_1_branch2a_w_0_int8"
+  input: "gpu_0/res4_1_branch2a_bn_b_0_int8"
+  output: "gpu_0/res5_2_branch2c_bn_1_int8"
+  name: ""
+  type: "Int8ConvRelu"
+  arg {
+    name: "kernel"
+    i: 1
+  }
+  arg {
+    name: "pad"
+    i: 0
+  }
+  arg {
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+    s: "NHWC"
+  }
+  arg {
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+    i: 1
+  }
+  arg {
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+    i: 0
+  }
+  arg {
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+  }
+  device_option {
+  }
+  engine: "DNNLOWP"
+}
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+  input: "gpu_0/res4_1_branch2b_w_0_int8"
+  input: "gpu_0/res4_1_branch2b_bn_b_0_int8"
+  output: "gpu_0/softmax_1"
+  name: ""
+  type: "Int8ConvRelu"
+  arg {
+    name: "kernel"
+    i: 3
+  }
+  arg {
+    name: "pad"
+    i: 1
+  }
+  arg {
+    name: "order"
+    s: "NHWC"
+  }
+  arg {
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+    i: 1
+  }
+  arg {
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+    i: 0
+  }
+  arg {
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+    f: 0.0209274
+  }
+  device_option {
+  }
+  engine: "DNNLOWP"
+}
+op {
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+  input: "gpu_0/res4_1_branch2c_w_0_int8"
+  input: "gpu_0/res4_1_branch2c_bn_b_0_int8"
+  output: "gpu_0/res5_2_branch2c_bn_1_int8"
+  name: ""
+  type: "Int8Conv"
+  arg {
+    name: "kernel"
+    i: 1
+  }
+  arg {
+    name: "pad"
+    i: 0
+  }
+  arg {
+    name: "order"
+    s: "NHWC"
+  }
+  arg {
+    name: "stride"
+    i: 1
+  }
+  arg {
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+    i: 128
+  }
+  arg {
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+    f: 0.0438538
+  }
+  device_option {
+  }
+  engine: "DNNLOWP"
+}
+op {
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+  input: "gpu_0/res5_2_branch2c_bn_2_int8"
+  output: "gpu_0/res5_2_branch2b_bn_1_int8"
+  name: ""
+  type: "Int8SumRelu"
+  arg {
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+  }
+  arg {
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+    i: 0
+  }
+  arg {
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+    s: "NHWC"
+  }
+  device_option {
+  }
+  engine: "DNNLOWP"
+}
+op {
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+  input: "gpu_0/res4_2_branch2a_w_0_int8"
+  input: "gpu_0/res4_2_branch2a_bn_b_0_int8"
+  output: "gpu_0/softmax_1"
+  name: ""
+  type: "Int8ConvRelu"
+  arg {
+    name: "kernel"
+    i: 1
+  }
+  arg {
+    name: "pad"
+    i: 0
+  }
+  arg {
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+    s: "NHWC"
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+  }
+  arg {
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+  arg {
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+  }
+  device_option {
+  }
+  engine: "DNNLOWP"
+}
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+  input: "gpu_0/res4_2_branch2b_w_0_int8"
+  input: "gpu_0/res4_2_branch2b_bn_b_0_int8"
+  output: "gpu_0/pred_1_int8"
+  name: ""
+  type: "Int8ConvRelu"
+  arg {
+    name: "kernel"
+    i: 3
+  }
+  arg {
+    name: "pad"
+    i: 1
+  }
+  arg {
+    name: "order"
+    s: "NHWC"
+  }
+  arg {
+    name: "stride"
+    i: 1
+  }
+  arg {
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+    i: 0
+  }
+  arg {
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+    f: 0.0219479
+  }
+  device_option {
+  }
+  engine: "DNNLOWP"
+}
+op {
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+  input: "gpu_0/res4_2_branch2c_w_0_int8"
+  input: "gpu_0/res4_2_branch2c_bn_b_0_int8"
+  output: "gpu_0/softmax_1"
+  name: ""
+  type: "Int8Conv"
+  arg {
+    name: "kernel"
+    i: 1
+  }
+  arg {
+    name: "pad"
+    i: 0
+  }
+  arg {
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+    s: "NHWC"
+  }
+  arg {
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+    i: 1
+  }
+  arg {
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+    i: 128
+  }
+  arg {
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+    f: 0.0482171
+  }
+  device_option {
+  }
+  engine: "DNNLOWP"
+}
+op {
+  input: "gpu_0/softmax_1"
+  input: "gpu_0/res5_2_branch2b_bn_1_int8"
+  output: "gpu_0/res5_2_branch2c_bn_2_int8"
+  name: ""
+  type: "Int8SumRelu"
+  arg {
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+    f: 0.0348967
+  }
+  arg {
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+    i: 0
+  }
+  arg {
+    name: "order"
+    s: "NHWC"
+  }
+  device_option {
+  }
+  engine: "DNNLOWP"
+}
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+  input: "gpu_0/res4_3_branch2a_w_0_int8"
+  input: "gpu_0/res4_3_branch2a_bn_b_0_int8"
+  output: "gpu_0/pred_1"
+  name: ""
+  type: "Int8ConvRelu"
+  arg {
+    name: "kernel"
+    i: 1
+  }
+  arg {
+    name: "pad"
+    i: 0
+  }
+  arg {
+    name: "order"
+    s: "NHWC"
+  }
+  arg {
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+  }
+  arg {
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+    i: 0
+  }
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+  device_option {
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+  engine: "DNNLOWP"
+}
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+  input: "gpu_0/res4_3_branch2b_bn_b_0_int8"
+  output: "gpu_0/pred_1_int8"
+  name: ""
+  type: "Int8ConvRelu"
+  arg {
+    name: "kernel"
+    i: 3
+  }
+  arg {
+    name: "pad"
+    i: 1
+  }
+  arg {
+    name: "order"
+    s: "NHWC"
+  }
+  arg {
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+    i: 1
+  }
+  arg {
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+    i: 0
+  }
+  arg {
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+  }
+  device_option {
+  }
+  engine: "DNNLOWP"
+}
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+  input: "gpu_0/res4_3_branch2c_w_0_int8"
+  input: "gpu_0/res4_3_branch2c_bn_b_0_int8"
+  output: "gpu_0/res5_2_branch2c_bn_1_int8"
+  name: ""
+  type: "Int8Conv"
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+    name: "kernel"
+    i: 1
+  }
+  arg {
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+    i: 0
+  }
+  arg {
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+  }
+  arg {
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+  arg {
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+    i: 128
+  }
+  arg {
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+    f: 0.0542256
+  }
+  device_option {
+  }
+  engine: "DNNLOWP"
+}
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+  input: "gpu_0/res5_2_branch2c_bn_1_int8"
+  input: "gpu_0/res5_2_branch2c_bn_2_int8"
+  output: "gpu_0/pred_1"
+  name: ""
+  type: "Int8SumRelu"
+  arg {
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+    f: 0.0361572
+  }
+  arg {
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+    i: 0
+  }
+  arg {
+    name: "order"
+    s: "NHWC"
+  }
+  device_option {
+  }
+  engine: "DNNLOWP"
+}
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+  input: "gpu_0/res4_4_branch2a_w_0_int8"
+  input: "gpu_0/res4_4_branch2a_bn_b_0_int8"
+  output: "gpu_0/res5_2_branch2c_bn_1_int8"
+  name: ""
+  type: "Int8ConvRelu"
+  arg {
+    name: "kernel"
+    i: 1
+  }
+  arg {
+    name: "pad"
+    i: 0
+  }
+  arg {
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+    s: "NHWC"
+  }
+  arg {
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+  arg {
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+    i: 0
+  }
+  arg {
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+  }
+  device_option {
+  }
+  engine: "DNNLOWP"
+}
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+  input: "gpu_0/res4_4_branch2b_w_0_int8"
+  input: "gpu_0/res4_4_branch2b_bn_b_0_int8"
+  output: "gpu_0/res5_2_branch2b_bn_1_int8"
+  name: ""
+  type: "Int8ConvRelu"
+  arg {
+    name: "kernel"
+    i: 3
+  }
+  arg {
+    name: "pad"
+    i: 1
+  }
+  arg {
+    name: "order"
+    s: "NHWC"
+  }
+  arg {
+    name: "stride"
+    i: 1
+  }
+  arg {
+    name: "Y_zero_point"
+    i: 0
+  }
+  arg {
+    name: "Y_scale"
+    f: 0.0258888
+  }
+  device_option {
+  }
+  engine: "DNNLOWP"
+}
+op {
+  input: "gpu_0/res5_2_branch2b_bn_1_int8"
+  input: "gpu_0/res4_4_branch2c_w_0_int8"
+  input: "gpu_0/res4_4_branch2c_bn_b_0_int8"
+  output: "gpu_0/res5_2_branch2c_bn_1_int8"
+  name: ""
+  type: "Int8Conv"
+  arg {
+    name: "kernel"
+    i: 1
+  }
+  arg {
+    name: "pad"
+    i: 0
+  }
+  arg {
+    name: "order"
+    s: "NHWC"
+  }
+  arg {
+    name: "stride"
+    i: 1
+  }
+  arg {
+    name: "Y_zero_point"
+    i: 128
+  }
+  arg {
+    name: "Y_scale"
+    f: 0.0449884
+  }
+  device_option {
+  }
+  engine: "DNNLOWP"
+}
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+  input: "gpu_0/pred_1"
+  output: "gpu_0/softmax_1"
+  name: ""
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+  }
+  arg {
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+    i: 0
+  }
+  arg {
+    name: "order"
+    s: "NHWC"
+  }
+  device_option {
+  }
+  engine: "DNNLOWP"
+}
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+  input: "gpu_0/res4_5_branch2a_w_0_int8"
+  input: "gpu_0/res4_5_branch2a_bn_b_0_int8"
+  output: "gpu_0/res5_2_branch2b_bn_1_int8"
+  name: ""
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+    i: 1
+  }
+  arg {
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+    i: 0
+  }
+  arg {
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+  arg {
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+  }
+  device_option {
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+  engine: "DNNLOWP"
+}
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+  input: "gpu_0/res4_5_branch2b_w_0_int8"
+  input: "gpu_0/res4_5_branch2b_bn_b_0_int8"
+  output: "gpu_0/pred_1_int8"
+  name: ""
+  type: "Int8ConvRelu"
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+    i: 3
+  }
+  arg {
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+  }
+  arg {
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+  arg {
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+  arg {
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+    f: 0.0400494
+  }
+  device_option {
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+  engine: "DNNLOWP"
+}
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+  input: "gpu_0/res4_5_branch2c_w_0_int8"
+  input: "gpu_0/res4_5_branch2c_bn_b_0_int8"
+  output: "gpu_0/res5_2_branch2b_bn_1_int8"
+  name: ""
+  type: "Int8Conv"
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+    i: 1
+  }
+  arg {
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+    i: 0
+  }
+  arg {
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+  arg {
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+  arg {
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+  }
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+  engine: "DNNLOWP"
+}
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+  input: "gpu_0/softmax_1"
+  output: "gpu_0/res5_2_branch2c_bn_1_int8"
+  name: ""
+  type: "Int8SumRelu"
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+  }
+  arg {
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+  }
+  device_option {
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+  engine: "DNNLOWP"
+}
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+  input: "gpu_0/res5_0_branch1_w_0_int8"
+  input: "gpu_0/res5_0_branch1_bn_b_0_int8"
+  output: "gpu_0/pred_1_int8"
+  name: ""
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+    i: 2
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+  arg {
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+  }
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+  engine: "DNNLOWP"
+}
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+  input: "gpu_0/res5_0_branch2a_w_0_int8"
+  input: "gpu_0/res5_0_branch2a_bn_b_0_int8"
+  output: "gpu_0/res5_2_branch2c_bn_2_int8"
+  name: ""
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+  engine: "DNNLOWP"
+}
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+  input: "gpu_0/res5_0_branch2b_w_0_int8"
+  input: "gpu_0/res5_0_branch2b_bn_b_0_int8"
+  output: "gpu_0/pred_1"
+  name: ""
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+  arg {
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+  engine: "DNNLOWP"
+}
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+  input: "gpu_0/res5_0_branch2c_w_0_int8"
+  input: "gpu_0/res5_0_branch2c_bn_b_0_int8"
+  output: "gpu_0/res5_2_branch2c_bn_1_int8"
+  name: ""
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+  }
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+  arg {
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+  engine: "DNNLOWP"
+}
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+  input: "gpu_0/pred_1_int8"
+  output: "gpu_0/softmax_1"
+  name: ""
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+  arg {
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+  }
+  device_option {
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+  engine: "DNNLOWP"
+}
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+  input: "gpu_0/res5_1_branch2a_w_0_int8"
+  input: "gpu_0/res5_1_branch2a_bn_b_0_int8"
+  output: "gpu_0/pred_1"
+  name: ""
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+  arg {
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+  }
+  arg {
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+    i: 0
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+  arg {
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+  arg {
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+  engine: "DNNLOWP"
+}
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+  input: "gpu_0/res5_1_branch2b_w_0_int8"
+  input: "gpu_0/res5_1_branch2b_bn_b_0_int8"
+  output: "gpu_0/res5_2_branch2b_bn_1_int8"
+  name: ""
+  type: "Int8ConvRelu"
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+    i: 3
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+  arg {
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+  arg {
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+  engine: "DNNLOWP"
+}
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+  input: "gpu_0/res5_1_branch2c_w_0_int8"
+  input: "gpu_0/res5_1_branch2c_bn_b_0_int8"
+  output: "gpu_0/pred_1"
+  name: ""
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+  }
+  arg {
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+  }
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+  engine: "DNNLOWP"
+}
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+  input: "gpu_0/softmax_1"
+  output: "gpu_0/pred_1_int8"
+  name: ""
+  type: "Int8SumRelu"
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+  }
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+    i: 0
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+  engine: "DNNLOWP"
+}
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+  input: "gpu_0/res5_2_branch2a_w_0_int8"
+  input: "gpu_0/res5_2_branch2a_bn_b_0_int8"
+  output: "gpu_0/res5_2_branch2c_bn_2_int8"
+  name: ""
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+  arg {
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+  engine: "DNNLOWP"
+}
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+  input: "gpu_0/res5_2_branch2b_w_0_int8"
+  input: "gpu_0/res5_2_branch2b_bn_b_0_int8"
+  output: "gpu_0/res5_2_branch2b_bn_1_int8"
+  name: ""
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+}
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+  input: "gpu_0/res5_2_branch2c_w_0_int8"
+  input: "gpu_0/res5_2_branch2c_bn_b_0_int8"
+  output: "gpu_0/res5_2_branch2c_bn_1_int8"
+  name: ""
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+  engine: "DNNLOWP"
+}
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+  input: "gpu_0/pred_1_int8"
+  output: "gpu_0/res5_2_branch2c_bn_2_int8"
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+}
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+}
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+  input: "gpu_0/pred_w_0_int8"
+  input: "gpu_0/pred_b_0_int8"
+  output: "gpu_0/pred_1_int8"
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+}
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+  output: "gpu_0/pred_1"
+  name: ""
+  type: "Int8Dequantize"
+  engine: "DNNLOWP"
+}
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+  output: "gpu_0/softmax_1"
+  name: ""
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+}
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+external_input: "gpu_0/res4_4_branch2b_bn_b_0_int8"
+external_input: "gpu_0/res4_4_branch2c_w_0_int8"
+external_input: "gpu_0/res4_4_branch2c_bn_b_0_int8"
+external_input: "gpu_0/res4_5_branch2a_w_0_int8"
+external_input: "gpu_0/res4_5_branch2a_bn_b_0_int8"
+external_input: "gpu_0/res4_5_branch2b_w_0_int8"
+external_input: "gpu_0/res4_5_branch2b_bn_b_0_int8"
+external_input: "gpu_0/res4_5_branch2c_w_0_int8"
+external_input: "gpu_0/res4_5_branch2c_bn_b_0_int8"
+external_input: "gpu_0/res5_0_branch2a_w_0_int8"
+external_input: "gpu_0/res5_0_branch2a_bn_b_0_int8"
+external_input: "gpu_0/res5_0_branch2b_w_0_int8"
+external_input: "gpu_0/res5_0_branch2b_bn_b_0_int8"
+external_input: "gpu_0/res5_0_branch2c_w_0_int8"
+external_input: "gpu_0/res5_0_branch2c_bn_b_0_int8"
+external_input: "gpu_0/res5_0_branch1_w_0_int8"
+external_input: "gpu_0/res5_0_branch1_bn_b_0_int8"
+external_input: "gpu_0/res5_1_branch2a_w_0_int8"
+external_input: "gpu_0/res5_1_branch2a_bn_b_0_int8"
+external_input: "gpu_0/res5_1_branch2b_w_0_int8"
+external_input: "gpu_0/res5_1_branch2b_bn_b_0_int8"
+external_input: "gpu_0/res5_1_branch2c_w_0_int8"
+external_input: "gpu_0/res5_1_branch2c_bn_b_0_int8"
+external_input: "gpu_0/res5_2_branch2a_w_0_int8"
+external_input: "gpu_0/res5_2_branch2a_bn_b_0_int8"
+external_input: "gpu_0/res5_2_branch2b_w_0_int8"
+external_input: "gpu_0/res5_2_branch2b_bn_b_0_int8"
+external_input: "gpu_0/res5_2_branch2c_w_0_int8"
+external_input: "gpu_0/res5_2_branch2c_bn_b_0_int8"
+external_input: "gpu_0/pred_w_0_int8"
+external_input: "gpu_0/pred_b_0_int8"
+external_input: "gpu_0/imagenet1k_blobs_queue_f22e83c9-22cd-4a8b-a66d-113af6b832b4_0"
+external_output: "gpu_0/softmax_1"