diff --git a/configs/keypoint/hrnet/dark_hrnet_w32_256x192.yml b/configs/keypoint/hrnet/dark_hrnet_w32_256x192.yml
index b6fa144507e0dd482b4c988cbd3a49791e561200..8418245ede7fce027d8c1141d15325a03998c7c0 100644
--- a/configs/keypoint/hrnet/dark_hrnet_w32_256x192.yml
+++ b/configs/keypoint/hrnet/dark_hrnet_w32_256x192.yml
@@ -128,6 +128,8 @@ EvalReader:
   drop_empty: false
 
 TestReader:
+  inputs_def:
+    image_shape: [3, *train_height, *train_width]
   sample_transforms:
     - Decode: {}
     - TopDownEvalAffine:
diff --git a/configs/keypoint/hrnet/dark_hrnet_w32_384x288.yml b/configs/keypoint/hrnet/dark_hrnet_w32_384x288.yml
index 052856a30a439ce65d62eff15d3abc2b7ce85c24..ec9608f721e94ab6b2337041015ac9e3a1610af3 100644
--- a/configs/keypoint/hrnet/dark_hrnet_w32_384x288.yml
+++ b/configs/keypoint/hrnet/dark_hrnet_w32_384x288.yml
@@ -132,6 +132,8 @@ EvalReader:
   drop_empty: false
 
 TestReader:
+  inputs_def:
+    image_shape: [3, *train_height, *train_width]
   sample_transforms:
     - Decode: {}
     - TopDownEvalAffine:
diff --git a/configs/keypoint/hrnet/dark_hrnet_w48_256x192.yml b/configs/keypoint/hrnet/dark_hrnet_w48_256x192.yml
index 73ce4877a421ff5614cdd9a1f9c49fa89da9f008..d8fc6f62509ce493bcbc9941a66c2ff103fc25ad 100644
--- a/configs/keypoint/hrnet/dark_hrnet_w48_256x192.yml
+++ b/configs/keypoint/hrnet/dark_hrnet_w48_256x192.yml
@@ -128,6 +128,8 @@ EvalReader:
   drop_empty: false
 
 TestReader:
+  inputs_def:
+    image_shape: [3, *train_height, *train_width]
   sample_transforms:
     - Decode: {}
     - TopDownEvalAffine:
diff --git a/configs/keypoint/hrnet/hrnet_w32_256x192.yml b/configs/keypoint/hrnet/hrnet_w32_256x192.yml
index 206fd049344973113eac25a85702c3786cfc78de..03318026f2b2a2971b0f9fa5a830fa1ec1aca273 100644
--- a/configs/keypoint/hrnet/hrnet_w32_256x192.yml
+++ b/configs/keypoint/hrnet/hrnet_w32_256x192.yml
@@ -127,6 +127,8 @@ EvalReader:
   batch_size: 16
 
 TestReader:
+  inputs_def:
+    image_shape: [3, *train_height, *train_width]
   sample_transforms:
     - Decode: {}
     - TopDownEvalAffine:
diff --git a/configs/keypoint/hrnet/hrnet_w32_256x256_mpii.yml b/configs/keypoint/hrnet/hrnet_w32_256x256_mpii.yml
index c29190e086163a06fb6208232b67eece3da39fda..09e860989dea37e479a5a3217994dd948c405627 100644
--- a/configs/keypoint/hrnet/hrnet_w32_256x256_mpii.yml
+++ b/configs/keypoint/hrnet/hrnet_w32_256x256_mpii.yml
@@ -118,6 +118,8 @@ EvalReader:
   batch_size: 16
 
 TestReader:
+  inputs_def:
+    image_shape: [3, *train_height, *train_width]
   sample_transforms:
     - Decode: {}
     - TopDownEvalAffine:
diff --git a/configs/keypoint/hrnet/hrnet_w32_384x288.yml b/configs/keypoint/hrnet/hrnet_w32_384x288.yml
index eb0e87f815094203b8490d34fbb06492a81f3baf..15425059a0f4723d5a13b36aec4962a4dc586d4d 100644
--- a/configs/keypoint/hrnet/hrnet_w32_384x288.yml
+++ b/configs/keypoint/hrnet/hrnet_w32_384x288.yml
@@ -128,6 +128,8 @@ EvalReader:
   batch_size: 16
 
 TestReader:
+  inputs_def:
+    image_shape: [3, *train_height, *train_width]
   sample_transforms:
     - Decode: {}
     - TopDownEvalAffine: