diff --git a/docs/source/resources/support_matrix.rst b/docs/source/resources/support_matrix.rst
index 18a7c94f6f5..190eb957333 100644
--- a/docs/source/resources/support_matrix.rst
+++ b/docs/source/resources/support_matrix.rst
@@ -19,60 +19,60 @@ The following tables provide the software and model versions that NVTabular supp
:raw-html:`
Table 1: Support matrix for the Merlin Inference (merlin-inference) container
`
-+-----------------------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+
-| | **Version 0.6** | **Version 21.09** | **Version 21.11** | **Version 21.12** | **Version 22.01** | **Version 22.02** |
-+-----------------------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+
-| **DGX** |
-+-----------------------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+
-| DGX System | * DGX-1 |
-| | * DGX-2 |
-| | * DGX A100 |
-| | * DGX Station |
-+-----------------------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+
-| Operating System | Ubuntu version 20.04 |
-+-----------------------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+
-| **NVIDIA Certified Systems** |
-+-----------------------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+
-| NVIDIA Driver | NVIDIA Driver version 465.19.01 or later is required. However, if you're |
-| | running on Data Center GPUs (formerly Tesla) such as T4, you can use |
-| | any of the following NVIDIA Driver versions: |
-| | |
-| | * 418.40 (or later R418) |
-| | * 440.33 (or later R440) |
-| | * 450.51 (or later R450) |
-| | * 460.27 (or later R460) |
-| | |
-| | **NOTE**: The CUDA Driver Compatibility Package doesn’t support all |
-| | drivers. |
-+-----------------------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+
-| GPU Model | * `NVIDIA Ampere GPU Architecture |
-| | `_ |
-| | * `Turning `_ |
-| | * `Volta |
-| | `_ |
-| | * `Pascal |
-| | `_ |
-+-----------------------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+
-| **Base Container Image** |
-+-----------------------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+
-| Container Operating System | Ubuntu version 20.04 |
-+-----------------------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+
-| Base Container | Triton version 21.07 | Triton version 21.10 | Triton version 21.11 | Triton version 21.12 |
-+-----------------------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+
-| CUDA | 11.6 |
-+-----------------------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+
-| RMM | 21.06 | 21.08 | 21.10 | 21.12 |
-+-----------------------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+
-| cuDF | 21.06 | 21.08 | 21.10 | 21.12 |
-+-----------------------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+
-| cuDNN | N/A |
-+-----------------------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+
-| HugeCTR | 3.1 | 3.2 | 3.2.1 | 3.3 | 3.3.1 | 3.4 |
-+-----------------------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+
-| NVTabular | 0.6 | 0.7 | 0.7.1 | 0.8 | 0.9 | 0.10 |
-+-----------------------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+
-| SM | 60; 61; 70; 75; 80 |
-+-----------------------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+
++-----------------------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+----------------------+
+| | **Version 21.09** | **Version 21.11** | **Version 21.12** | **Version 22.01** | **Version 22.02** | **Version 22.03** |
++-----------------------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+----------------------+
+| **DGX** |
++-----------------------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+----------------------+
+| DGX System | * DGX-1 |
+| | * DGX-2 |
+| | * DGX A100 |
+| | * DGX Station |
++-----------------------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+----------------------+
+| Operating System | Ubuntu version 20.04 |
++-----------------------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+----------------------+
+| **NVIDIA Certified Systems** |
++-----------------------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+----------------------+
+| NVIDIA Driver | NVIDIA Driver version 465.19.01 or later is required. However, if you're |
+| | running on Data Center GPUs (formerly Tesla) such as T4, you can use |
+| | any of the following NVIDIA Driver versions: |
+| | |
+| | * 418.40 (or later R418) |
+| | * 440.33 (or later R440) |
+| | * 450.51 (or later R450) |
+| | * 460.27 (or later R460) |
+| | |
+| | **NOTE**: The CUDA Driver Compatibility Package doesn’t support all |
+| | drivers. |
++-----------------------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+----------------------+
+| GPU Model | * `NVIDIA Ampere GPU Architecture |
+| | `_ |
+| | * `Turning `_ |
+| | * `Volta |
+| | `_ |
+| | * `Pascal |
+| | `_ |
++-----------------------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+----------------------+
+| **Base Container Image** |
++-----------------------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+----------------------+
+| Container Operating System | Ubuntu version 20.04 |
++-----------------------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+----------------------+
+| Base Container | Triton version 21.07 | Triton version 21.10 | Triton version 21.11 | Triton version 21.12 | Triton version 22.02 |
++-----------------------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+----------------------+
+| CUDA | 11.6 | 11.6.55 |
++-----------------------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+----------------------+
+| RMM | 21.08 | 21.10 | 21.12 | 21.12 |
++-----------------------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+----------------------+
+| cuDF | 21.06 | 21.08 | 21.10 | 21.12 | 21.12.02 |
++-----------------------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+----------------------+
+| cuDNN | N/A |
++-----------------------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+----------------------+
+| HugeCTR | 3.2 | 3.2.1 | 3.3 | 3.3.1 | 3.4 | 3.4.1 |
++-----------------------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+----------------------+
+| NVTabular | 0.7 | 0.7.1 | 0.8 | 0.9 | 0.10 | 0.11.0 |
++-----------------------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+----------------------+
+| SM | 60; 61; 70; 75; 80 |
++-----------------------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+----------------------+
:raw-html:`
`
@@ -80,60 +80,60 @@ The following tables provide the software and model versions that NVTabular supp
:raw-html:`Table 2: Support matrix for the Merlin Training (merlin-training) container
`
-+-----------------------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+
-| | **Version 0.6** | **Version 21.09** | **Version 21.11** | **Version 21.12** | **Version 22.01** | **Version 22.02** |
-+-----------------------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+
-| **DGX** |
-+-----------------------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+
-| DGX System | * DGX-1 |
-| | * DGX-2 |
-| | * DGX A100 |
-| | * DGX Station |
-+-----------------------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+
-| Operating System | Ubuntu version 20.04 |
-+-----------------------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+
-| **NVIDIA Certified Systems** |
-+-----------------------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+
-| NVIDIA Driver | NVIDIA Driver version 465.19.01 or later is required. However, if you're |
-| | running on Data Center GPUs (formerly Tesla) such as T4, you can use |
-| | any of the following NVIDIA Driver versions: |
-| | |
-| | * 418.40 (or later R418) |
-| | * 440.33 (or later R440) |
-| | * 450.51 (or later R450) |
-| | * 460.27 (or later R460) |
-| | |
-| | **NOTE**: The CUDA Driver Compatibility Package doesn’t support all |
-| | drivers. |
-+-----------------------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+
-| GPU Model | * `NVIDIA Ampere GPU Architecture |
-| | `_ |
-| | * `Turning `_ |
-| | * `Volta |
-| | `_ |
-| | * `Pascal |
-| | `_ |
-+-----------------------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+
-| **Base Container Image** |
-+-----------------------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+
-| Container Operating System | Ubuntu version 20.04 |
-+-----------------------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+
-| Base Container | N/A |
-+-----------------------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+
-| CUDA | 11.6 |
-+-----------------------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+
-| RMM | 21.06 | 21.08 | 21.10 | 21.12 |
-+-----------------------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+
-| cuDF | 21.06 | 21.08 | 21.10 | 21.12 |
-+-----------------------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+
-| cuDNN | 8.2.2 | 8.3.0 |
-+-----------------------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+
-| HugeCTR | 3.1 | 3.2 | 3.2.1 | 3.3 | 3.3.1 | 3.4 |
-+-----------------------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+
-| NVTabular | 0.6 | 0.7 | 0.7.1 | 0.8 | 0.9 | 0.10 |
-+-----------------------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+
-| SM | 60; 61; 70; 75; 80 |
-+-----------------------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+
++-----------------------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+---------------------------+
+| | **Version 21.09** | **Version 21.11** | **Version 21.12** | **Version 22.01** | **Version 22.02** | **Version 22.03** |
++-----------------------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+---------------------------+
+| **DGX** |
++-----------------------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+---------------------------+
+| DGX System | * DGX-1 |
+| | * DGX-2 |
+| | * DGX A100 |
+| | * DGX Station |
++-----------------------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+---------------------------+
+| Operating System | Ubuntu version 20.04 |
++-----------------------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+---------------------------+
+| **NVIDIA Certified Systems** |
++-----------------------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+---------------------------+
+| NVIDIA Driver | NVIDIA Driver version 465.19.01 or later is required. However, if you're |
+| | running on Data Center GPUs (formerly Tesla) such as T4, you can use |
+| | any of the following NVIDIA Driver versions: |
+| | |
+| | * 418.40 (or later R418) |
+| | * 440.33 (or later R440) |
+| | * 450.51 (or later R450) |
+| | * 460.27 (or later R460) |
+| | |
+| | **NOTE**: The CUDA Driver Compatibility Package doesn’t support all |
+| | drivers. |
++-----------------------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+---------------------------+
+| GPU Model | * `NVIDIA Ampere GPU Architecture |
+| | `_ |
+| | * `Turning `_ |
+| | * `Volta |
+| | `_ |
+| | * `Pascal |
+| | `_ |
++-----------------------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+---------------------------+
+| **Base Container Image** |
++-----------------------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+---------------------------+
+| Container Operating System | Ubuntu version 20.04 |
++-----------------------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+---------------------------+
+| Base Container | N/A |
++-----------------------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+---------------------------+
+| CUDA | 11.6 | 11.6.55 |
++-----------------------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+---------------------------+
+| RMM | 21.08 | 21.10 | 21.12 | 21.12.0a0+31.g0acbd51 |
++-----------------------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+---------------------------+
+| cuDF | 21.08 | 21.10 | 21.12 | 21.12.00a+293.g0930f712e6 |
++-----------------------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+---------------------------+
+| cuDNN | 8.3.0 | 8.3.2 |
++-----------------------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+---------------------------+
+| HugeCTR | 3.2 | 3.2.1 | 3.3 | 3.3.1 | 3.4 | 3.4.1 |
++-----------------------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+---------------------------+
+| NVTabular | 0.7 | 0.7.1 | 0.8 | 0.9 | 0.10 | 0.11.0 |
++-----------------------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+---------------------------+
+| SM | 60; 61; 70; 75; 80 |
++-----------------------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+---------------------------+
:raw-html:`
`
@@ -141,62 +141,62 @@ The following tables provide the software and model versions that NVTabular supp
:raw-html:`Table 3: Support matrix for the Merlin TensorFlow Training (merlin-tensorflow-training) container
`
-+-----------------------------------------------------+------------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+
-| | **Version 0.6** | **Version 21.09** | **Version 21.11** | **Version 21.12** | **Version 22.01** | **Version 22.02** |
-+-----------------------------------------------------+------------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+
-| **DGX** |
-+-----------------------------------------------------+------------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+
-| DGX System | * DGX-1 |
-| | * DGX-2 |
-| | * DGX A100 |
-| | * DGX Station |
-+-----------------------------------------------------+------------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+
-| Operating System | Ubuntu version 20.04 |
-+-----------------------------------------------------+------------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+
-| **NVIDIA Certified Systems** |
-+-----------------------------------------------------+------------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+
-| NVIDIA Driver | NVIDIA Driver version 465.19.01 or later is required. However, if you're |
-| | running on Data Center GPUs (formerly Tesla) such as T4, you can use |
-| | any of the following NVIDIA Driver versions: |
-| | |
-| | * 418.40 (or later R418) |
-| | * 440.33 (or later R440) |
-| | * 450.51 (or later R450) |
-| | * 460.27 (or later R460) |
-| | |
-| | **NOTE**: The CUDA Driver Compatibility Package doesn’t support all |
-| | drivers. |
-+-----------------------------------------------------+------------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+
-| GPU Model | * `NVIDIA Ampere GPU Architecture |
-| | `_ |
-| | * `Turning `_ |
-| | * `Volta |
-| | `_ |
-| | * `Pascal |
-| | `_ |
-+-----------------------------------------------------+------------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+
-| **Base Container Image** |
-+-----------------------------------------------------+------------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+
-| Container Operating System | Ubuntu version 20.04 |
-+-----------------------------------------------------+------------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+
-| Base Container | nvcr.io/nvidia/tensorflow:21.07-tf2-py3 | nvcr.io/nvidia/tensorflow:21.07-tf2-py3 | nvcr.io/nvidia/tensorflow:21.10-tf2-py3 | nvcr.io/nvidia/tensorflow:21.11-tf2-py3 | nvcr.io/nvidia/tensorflow:12.12-tf2-py3 |
-| | | | | | |
-| | \*Customized with TensorFlow version 2.4.2 | | | | |
-+-----------------------------------------------------+------------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+
-| CUDA | 11.6 |
-+-----------------------------------------------------+------------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+
-| RMM | 21.06 | 21.08 | 21.10 | 21.12 |
-+-----------------------------------------------------+------------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+
-| cuDF | 21.06 | 21.08 | 21.10 | 21.12 |
-+-----------------------------------------------------+------------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+
-| cuDNN | N/A |
-+-----------------------------------------------------+------------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+
-| HugeCTR | 3.1 | 3.2 | 3.2.1 | 3.3 | 3.3.1 | 3.4 |
-+-----------------------------------------------------+------------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+
-| NVTabular | 0.6 | 0.7 | 0.7.1 | 0.8 | 0.9 | 0.10 |
-+-----------------------------------------------------+------------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+
-| SM | 60; 61; 70; 75; 80 |
-+-----------------------------------------------------+------------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+
++-----------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+---------------------+-----------------------------------------+
+| | **Version 21.09** | **Version 21.11** | **Version 21.12** | **Version 22.01** | **Version 22.02** | **Version 22.03** |
++-----------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+---------------------+-----------------------------------------+
+| **DGX** | |
++-----------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+---------------------+-----------------------------------------+
+| DGX System | * DGX-1 |
+| | * DGX-2 |
+| | * DGX A100 |
+| | * DGX Station |
++-----------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+---------------------+-----------------------------------------+
+| Operating System | Ubuntu version 20.04 |
++-----------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+---------------------+-----------------------------------------+
+| **NVIDIA Certified Systems** |
++-----------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+---------------------+-----------------------------------------+
+| NVIDIA Driver | NVIDIA Driver version 465.19.01 or later is required. However, if you're |
+| | running on Data Center GPUs (formerly Tesla) such as T4, you can use |
+| | any of the following NVIDIA Driver versions: |
+| | |
+| | * 418.40 (or later R418) |
+| | * 440.33 (or later R440) |
+| | * 450.51 (or later R450) |
+| | * 460.27 (or later R460) |
+| | |
+| | **NOTE**: The CUDA Driver Compatibility Package doesn’t support all |
+| | drivers. |
++-----------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+---------------------+-----------------------------------------+
+| GPU Model | * `NVIDIA Ampere GPU Architecture |
+| | `_ |
+| | * `Turning `_ |
+| | * `Volta |
+| | `_ |
+| | * `Pascal |
+| | `_ |
++-----------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+---------------------+-----------------------------------------+
+| **Base Container Image** |
++-----------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+---------------------+-----------------------------------------+
+| Container Operating System | Ubuntu version 20.04 |
++-----------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+---------------------+-----------------------------------------+
+| Base Container | nvcr.io/nvidia/tensorflow:21.07-tf2-py3 | nvcr.io/nvidia/tensorflow:21.10-tf2-py3 | nvcr.io/nvidia/tensorflow:21.11-tf2-py3 | nvcr.io/nvidia/tensorflow:12.12-tf2-py3 | nvcr.io/nvidia/tensorflow:22.02-tf2-py3 |
+| | | | | | |
+| | \*Customized with TensorFlow version 2.4.2 | | | | |
++-----------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+---------------------+-----------------------------------------+
+| CUDA | 11.6 | 11.6.55 |
++-----------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+---------------------+-----------------------------------------+
+| RMM | 21.08 | 21.10 | 21.12 | 21.12.0a0+31.g0acbd51 |
++-----------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+---------------------+-----------------------------------------+
+| cuDF | 21.08 | 21.10 | 21.12 | 21.12.0a0+293.g0930f712e6 |
++-----------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+---------------------+-----------------------------------------+
+| cuDNN | N/A |
++-----------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+---------------------+-----------------------------------------+
+| HugeCTR | 3.2 | 3.2.1 | 3.3 | 3.3.1 | 3.4 | 3.4.1 |
++-----------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+---------------------+-----------------------------------------+
+| NVTabular | 0.7 | 0.7.1 | 0.8 | 0.9 | 0.10 | 0.11.0 |
++-----------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+---------------------+-----------------------------------------+
+| SM | 60; 61; 70; 75; 80 |
++-----------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+---------------------+-----------------------------------------+
:raw-html:`
`
@@ -204,58 +204,58 @@ The following tables provide the software and model versions that NVTabular supp
:raw-html:`Table 4: Support matrix for the Merlin PyTorch Training (merlin-pytorch-training) container
`
-+-----------------------------------------------------+------------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+
-| | **Version 0.6** | **Version 21.09** | **Version 21.11** | **Version 21.12** | **Version 22.01** | **Version 22.02** |
-+-----------------------------------------------------+------------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+
-| **DGX** |
-+-----------------------------------------------------+------------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+
-| DGX System | * DGX-1 |
-| | * DGX-2 |
-| | * DGX A100 |
-| | * DGX Station |
-+-----------------------------------------------------+------------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+
-| Operating System | Ubuntu version 20.04 |
-+-----------------------------------------------------+------------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+
-| **NVIDIA Certified Systems** |
-+-----------------------------------------------------+------------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+
-| NVIDIA Driver | NVIDIA Driver version 465.19.01 or later is required. However, if you're |
-| | running on Data Center GPUs (formerly Tesla) such as T4, you can use |
-| | any of the following NVIDIA Driver versions: |
-| | |
-| | * 418.40 (or later R418) |
-| | * 440.33 (or later R440) |
-| | * 450.51 (or later R450) |
-| | * 460.27 (or later R460) |
-| | |
-| | **NOTE**: The CUDA Driver Compatibility Package doesn’t support all |
-| | drivers. |
-+-----------------------------------------------------+------------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+
-| GPU Model | * `NVIDIA Ampere GPU Architecture |
-| | `_ |
-| | * `Turning `_ |
-| | * `Volta |
-| | `_ |
-| | * `Pascal |
-| | `_ |
-+-----------------------------------------------------+------------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+
-| **Base Container Image** |
-+-----------------------------------------------------+------------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+
-| Container Operating System | Ubuntu version 20.04 |
-+-----------------------------------------------------+------------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+
-| Base Container | nvcr.io/nvidia/pytorch:21.07-py3 | nvcr.io/nvidia/pytorch:21.10-py3 | nvcr.io/nvidia/pytorch:21.11-py3 | nvcr.io/nvidia/pytorch:21.12-py3 |
-| | | | | |
-+-----------------------------------------------------+------------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+
-| CUDA | 11.6 |
-+-----------------------------------------------------+------------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+
-| RMM | 21.06 | 21.08 | 21.10 | 21.12 |
-+-----------------------------------------------------+------------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+
-| cuDF | 21.06 | 21.08 | 21.10 | 21.12 |
-+-----------------------------------------------------+------------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+
-| cuDNN | N/A |
-+-----------------------------------------------------+------------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+
-| HugeCTR | N/A |
-+-----------------------------------------------------+------------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+
-| NVTabular | 0.6 | 0.7 | 0.7.1 | 0.8 | 0.9 | 0.10 |
-+-----------------------------------------------------+------------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+
-| SM | 60; 61; 70; 75; 80 |
-+-----------------------------------------------------+------------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+
++-----------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+---------------------+-------------------------------------+
+| | **Version 21.09** | **Version 21.11** | **Version 21.12** | **Version 22.01** | **Version 22.02** | **Version 22.03** |
++-----------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+---------------------+-------------------------------------+
+| **DGX** |
++-----------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+---------------------+-------------------------------------+
+| DGX System | * DGX-1 |
+| | * DGX-2 |
+| | * DGX A100 |
+| | * DGX Station |
++-----------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+---------------------+-------------------------------------+
+| Operating System | Ubuntu version 20.04 |
++-----------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+---------------------+-------------------------------------+
+| **NVIDIA Certified Systems** |
++-----------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+---------------------+-------------------------------------+
+| NVIDIA Driver | NVIDIA Driver version 465.19.01 or later is required. However, if you're |
+| | running on Data Center GPUs (formerly Tesla) such as T4, you can use |
+| | any of the following NVIDIA Driver versions: |
+| | |
+| | * 418.40 (or later R418) |
+| | * 440.33 (or later R440) |
+| | * 450.51 (or later R450) |
+| | * 460.27 (or later R460) |
+| | |
+| | **NOTE**: The CUDA Driver Compatibility Package doesn’t support all |
+| | drivers. |
++-----------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+---------------------+-------------------------------------+
+| GPU Model | * `NVIDIA Ampere GPU Architecture |
+| | `_ |
+| | * `Turning `_ |
+| | * `Volta |
+| | `_ |
+| | * `Pascal |
+| | `_ |
++-----------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+---------------------+-------------------------------------+
+| **Base Container Image** |
++-----------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+---------------------+-------------------------------------+
+| Container Operating System | Ubuntu version 20.04 |
++-----------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+---------------------+-------------------------------------+
+| Base Container | nvcr.io/nvidia/pytorch:21.07-py3 | nvcr.io/nvidia/pytorch:21.10-py3 | nvcr.io/nvidia/pytorch:21.11-py3 | nvcr.io/nvidia/pytorch:21.12-py3 |
+| | | | | |
++-----------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+---------------------+-------------------------------------+
+| CUDA | 11.6 | 11.6.55 |
++-----------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+---------------------+-------------------------------------+
+| RMM | 21.08 | 21.10 | 21.12 | 21.12.0a0+31.g0acbd51 |
++-----------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+---------------------+-------------------------------------+
+| cuDF | 21.08 | 21.10 | 21.12 | 21.12.0a0+293.g0930f712e6 |
++-----------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+---------------------+-------------------------------------+
+| cuDNN | N/A |
++-----------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+---------------------+-------------------------------------+
+| HugeCTR | N/A |
++-----------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+---------------------+-------------------------------------+
+| NVTabular | 0.7 | 0.7.1 | 0.8 | 0.9 | 0.10 | 0.11.0 |
++-----------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+---------------------+-------------------------------------+
+| SM | 60; 61; 70; 75; 80 |
++-----------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+-----------------------------------------------------------+---------------------+-------------------------------------+