diff --git a/torchx/specs/named_resources_aws.py b/torchx/specs/named_resources_aws.py
index 49456a0c..2fa7c9b0 100644
--- a/torchx/specs/named_resources_aws.py
+++ b/torchx/specs/named_resources_aws.py
@@ -354,6 +354,46 @@ def aws_trn1_32xlarge() -> Resource:
     )
 
 
+def aws_inf2_xlarge() -> Resource:
+    return Resource(
+        cpu=4,
+        gpu=0,
+        memMB=16 * GiB,
+        capabilities={K8S_ITYPE: "inf2.xlarge"},
+        devices={NEURON_DEVICE: 1},
+    )
+
+
+def aws_inf2_8xlarge() -> Resource:
+    return Resource(
+        cpu=32,
+        gpu=0,
+        memMB=128 * GiB,
+        capabilities={K8S_ITYPE: "inf2.8xlarge"},
+        devices={NEURON_DEVICE: 1},
+    )
+
+
+def aws_inf2_24xlarge() -> Resource:
+    return Resource(
+        cpu=96,
+        gpu=0,
+        memMB=384 * GiB,
+        capabilities={K8S_ITYPE: "inf2.24xlarge"},
+        devices={NEURON_DEVICE: 6},
+    )
+
+
+def aws_inf2_48xlarge() -> Resource:
+    return Resource(
+        cpu=192,
+        gpu=0,
+        memMB=768 * GiB,
+        capabilities={K8S_ITYPE: "inf2.48xlarge"},
+        devices={NEURON_DEVICE: 12},
+    )
+
+
 NAMED_RESOURCES: Mapping[str, Callable[[], Resource]] = {
     "aws_t3.medium": aws_t3_medium,
     "aws_m5.2xlarge": aws_m5_2xlarge,
@@ -390,4 +430,8 @@ def aws_trn1_32xlarge() -> Resource:
     "aws_g6e.48xlarge": aws_g6e_48xlarge,
     "aws_trn1.2xlarge": aws_trn1_2xlarge,
     "aws_trn1.32xlarge": aws_trn1_32xlarge,
+    "aws_inf2.xlarge": aws_inf2_xlarge,
+    "aws_inf2.8xlarge": aws_inf2_8xlarge,
+    "aws_inf2.24xlarge": aws_inf2_24xlarge,
+    "aws_inf2.48xlarge": aws_inf2_48xlarge
 }
diff --git a/torchx/specs/test/named_resources_aws_test.py b/torchx/specs/test/named_resources_aws_test.py
index fcd4526d..556bd35d 100644
--- a/torchx/specs/test/named_resources_aws_test.py
+++ b/torchx/specs/test/named_resources_aws_test.py
@@ -43,6 +43,10 @@
     aws_t3_medium,
     aws_trn1_2xlarge,
     aws_trn1_32xlarge,
+    aws_inf2_xlarge,
+    aws_inf2_8xlarge,
+    aws_inf2_24xlarge,
+    aws_inf2_48xlarge,
     EFA_DEVICE,
     GiB,
     K8S_ITYPE,
@@ -232,6 +236,31 @@ def test_aws_trn1(self) -> None:
         self.assertEqual(trn1_32.memMB, trn1_2.memMB * 16)
         self.assertEqual({EFA_DEVICE: 8, NEURON_DEVICE: 16}, trn1_32.devices)
 
+    def test_aws_inf2(self) -> None:
+        inf2_xlarge = aws_inf2_xlarge()
+        self.assertEqual(4, inf2_xlarge.cpu)
+        self.assertEqual(0, inf2_xlarge.gpu)
+        self.assertEqual(16 * GiB, inf2_xlarge.memMB)
+        self.assertEqual({NEURON_DEVICE: 1}, inf2_xlarge.devices)
+
+        inf2_8xlarge = aws_inf2_8xlarge()
+        self.assertEqual(32, inf2_8xlarge.cpu)
+        self.assertEqual(0, inf2_8xlarge.gpu)
+        self.assertEqual(128 * GiB, inf2_8xlarge.memMB)
+        self.assertEqual({NEURON_DEVICE: 1}, inf2_8xlarge.devices)
+
+        inf2_24xlarge = aws_inf2_24xlarge()
+        self.assertEqual(96, inf2_24xlarge.cpu)
+        self.assertEqual(0, inf2_24xlarge.gpu)
+        self.assertEqual(384 * GiB, inf2_24xlarge.memMB)
+        self.assertEqual({NEURON_DEVICE: 6}, inf2_24xlarge.devices)
+
+        inf2_48xlarge = aws_inf2_48xlarge()
+        self.assertEqual(192, inf2_48xlarge.cpu)
+        self.assertEqual(0, inf2_48xlarge.gpu)
+        self.assertEqual(768 * GiB, inf2_48xlarge.memMB)
+        self.assertEqual({NEURON_DEVICE: 12}, inf2_48xlarge.devices)
+
     def test_aws_m5_2xlarge(self) -> None:
         resource = aws_m5_2xlarge()
         self.assertEqual(8, resource.cpu)