From efd6fe34c93fed1de1e7c754dbbabf430b98ef27 Mon Sep 17 00:00:00 2001 From: Mike McKiernan Date: Mon, 11 Apr 2022 11:54:53 -0400 Subject: [PATCH] docs: Add 22.04 support matrix * Add a one-liner about TF not being in the inference container. --- ...nvcr.io-nvidia-merlin-merlin-inference.rst | 98 ++++++++--------- ...nvidia-merlin-merlin-pytorch-inference.rst | 100 +++++++++--------- ...-nvidia-merlin-merlin-pytorch-training.rst | 98 ++++++++--------- ...dia-merlin-merlin-tensorflow-inference.rst | 100 +++++++++--------- ...idia-merlin-merlin-tensorflow-training.rst | 98 ++++++++--------- .../nvcr.io-nvidia-merlin-merlin-training.rst | 96 ++++++++--------- ...ort_matrix_merlin_tensorflow_inference.rst | 3 + 7 files changed, 297 insertions(+), 296 deletions(-) diff --git a/docs/source/generated/nvcr.io-nvidia-merlin-merlin-inference.rst b/docs/source/generated/nvcr.io-nvidia-merlin-merlin-inference.rst index 0829d7ef4..f65e10ada 100644 --- a/docs/source/generated/nvcr.io-nvidia-merlin-merlin-inference.rst +++ b/docs/source/generated/nvcr.io-nvidia-merlin-merlin-inference.rst @@ -1,92 +1,92 @@ .. table:: :align: left - ============================== ================================================================================= ================================================================================= ================================================================================= ================================================================================= ================================================================================= ================================================================================= - Container Release Release 22.03 Release 22.02 Release 22.01 Release 21.12 Release 21.11 Release 21.09 - ============================== ================================================================================= ================================================================================= ================================================================================= ================================================================================= ================================================================================= ================================================================================= - **DGX** - ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ - **DGX System** * DGX-1 * DGX-1 * DGX-1 * DGX-1 * DGX-1 * DGX-1 + ============================== ================================================================================= ================================================================================= ================================================================================= ================================================================================= ================================================================================= ================================================================================= ================================================================================= + Container Release Release 22.04 Release 22.03 Release 22.02 Release 22.01 Release 21.12 Release 21.11 Release 21.09 + ============================== ================================================================================= ================================================================================= ================================================================================= ================================================================================= ================================================================================= ================================================================================= ================================================================================= + **DGX** + ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- + **DGX System** * DGX-1 * DGX-1 * DGX-1 * DGX-1 * DGX-1 * DGX-1 * DGX-1 - * DGX-2 * DGX-2 * DGX-2 * DGX-2 * DGX-2 * DGX-2 + * DGX-2 * DGX-2 * DGX-2 * DGX-2 * DGX-2 * DGX-2 * DGX-2 - * DGX A100 * DGX A100 * DGX A100 * DGX A100 * DGX A100 * DGX A100 + * DGX A100 * DGX A100 * DGX A100 * DGX A100 * DGX A100 * DGX A100 * DGX A100 - * DGX Station * DGX Station * DGX Station * DGX Station * DGX Station * DGX Station + * DGX Station * DGX Station * DGX Station * DGX Station * DGX Station * DGX Station * DGX Station - **Operating System** Ubuntu 20.04.3 LTS Ubuntu 20.04.3 LTS Ubuntu 20.04.3 LTS Ubuntu 20.04.3 LTS Ubuntu 20.04.3 LTS Ubuntu 20.04.3 LTS + **Operating System** Ubuntu 20.04.4 LTS Ubuntu 20.04.3 LTS Ubuntu 20.04.3 LTS Ubuntu 20.04.3 LTS Ubuntu 20.04.3 LTS Ubuntu 20.04.3 LTS Ubuntu 20.04.3 LTS - **NVIDIA Certified Systems** - ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ - **NVIDIA Driver** NVIDIA Driver version 465.19.01 NVIDIA Driver version 465.19.01 NVIDIA Driver version 465.19.01 NVIDIA Driver version 465.19.01 NVIDIA Driver version 465.19.01 NVIDIA Driver version 465.19.01 + **NVIDIA Certified Systems** + ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- + **NVIDIA Driver** NVIDIA Driver version 465.19.01 NVIDIA Driver version 465.19.01 NVIDIA Driver version 465.19.01 NVIDIA Driver version 465.19.01 NVIDIA Driver version 465.19.01 NVIDIA Driver version 465.19.01 NVIDIA Driver version 465.19.01 - or later is required. However, or later is required. However, or later is required. However, or later is required. However, or later is required. However, or later is required. However, + or later is required. However, or later is required. However, or later is required. However, or later is required. However, or later is required. However, or later is required. However, or later is required. However, - if you're running on Data Center if you're running on Data Center if you're running on Data Center if you're running on Data Center if you're running on Data Center if you're running on Data Center + if you're running on Data Center if you're running on Data Center if you're running on Data Center if you're running on Data Center if you're running on Data Center if you're running on Data Center if you're running on Data Center - GPUs (formerly Tesla) such as T4, GPUs (formerly Tesla) such as T4, GPUs (formerly Tesla) such as T4, GPUs (formerly Tesla) such as T4, GPUs (formerly Tesla) such as T4, GPUs (formerly Tesla) such as T4, + GPUs (formerly Tesla) such as T4, GPUs (formerly Tesla) such as T4, GPUs (formerly Tesla) such as T4, GPUs (formerly Tesla) such as T4, GPUs (formerly Tesla) such as T4, GPUs (formerly Tesla) such as T4, GPUs (formerly Tesla) such as T4, - you can use any of the following you can use any of the following you can use any of the following you can use any of the following you can use any of the following you can use any of the following + you can use any of the following you can use any of the following you can use any of the following you can use any of the following you can use any of the following you can use any of the following you can use any of the following - NVIDIA Driver versions: NVIDIA Driver versions: NVIDIA Driver versions: NVIDIA Driver versions: NVIDIA Driver versions: NVIDIA Driver versions: + NVIDIA Driver versions: NVIDIA Driver versions: NVIDIA Driver versions: NVIDIA Driver versions: NVIDIA Driver versions: NVIDIA Driver versions: NVIDIA Driver versions: - + - * 418.40 (or later R418) * 418.40 (or later R418) * 418.40 (or later R418) * 418.40 (or later R418) * 418.40 (or later R418) * 418.40 (or later R418) + * 418.40 (or later R418) * 418.40 (or later R418) * 418.40 (or later R418) * 418.40 (or later R418) * 418.40 (or later R418) * 418.40 (or later R418) * 418.40 (or later R418) - * 440.33 (or later R440) * 440.33 (or later R440) * 440.33 (or later R440) * 440.33 (or later R440) * 440.33 (or later R440) * 440.33 (or later R440) + * 440.33 (or later R440) * 440.33 (or later R440) * 440.33 (or later R440) * 440.33 (or later R440) * 440.33 (or later R440) * 440.33 (or later R440) * 440.33 (or later R440) - * 450.51 (or later R450) * 450.51 (or later R450) * 450.51 (or later R450) * 450.51 (or later R450) * 450.51 (or later R450) * 450.51 (or later R450) + * 450.51 (or later R450) * 450.51 (or later R450) * 450.51 (or later R450) * 450.51 (or later R450) * 450.51 (or later R450) * 450.51 (or later R450) * 450.51 (or later R450) - * 460.27 (or later R460) * 460.27 (or later R460) * 460.27 (or later R460) * 460.27 (or later R460) * 460.27 (or later R460) * 460.27 (or later R460) + * 460.27 (or later R460) * 460.27 (or later R460) * 460.27 (or later R460) * 460.27 (or later R460) * 460.27 (or later R460) * 460.27 (or later R460) * 460.27 (or later R460) - + - **Note**: The CUDA Driver **Note**: The CUDA Driver **Note**: The CUDA Driver **Note**: The CUDA Driver **Note**: The CUDA Driver **Note**: The CUDA Driver + **Note**: The CUDA Driver **Note**: The CUDA Driver **Note**: The CUDA Driver **Note**: The CUDA Driver **Note**: The CUDA Driver **Note**: The CUDA Driver **Note**: The CUDA Driver - Compatability Package does not Compatability Package does not Compatability Package does not Compatability Package does not Compatability Package does not Compatability Package does not + Compatibility Package does not Compatibility Package does not Compatibility Package does not Compatibility Package does not Compatibility Package does not Compatibility Package does not Compatibility Package does not - support all drivers. support all drivers. support all drivers. support all drivers. support all drivers. support all drivers. + support all drivers. support all drivers. support all drivers. support all drivers. support all drivers. support all drivers. support all drivers. - **GPU Model** * `NVIDIA Ampere GPU Architecture `_ * `NVIDIA Ampere GPU Architecture `_ * `NVIDIA Ampere GPU Architecture `_ * `NVIDIA Ampere GPU Architecture `_ * `NVIDIA Ampere GPU Architecture `_ * `NVIDIA Ampere GPU Architecture `_ + **GPU Model** * `NVIDIA Ampere GPU Architecture `_ * `NVIDIA Ampere GPU Architecture `_ * `NVIDIA Ampere GPU Architecture `_ * `NVIDIA Ampere GPU Architecture `_ * `NVIDIA Ampere GPU Architecture `_ * `NVIDIA Ampere GPU Architecture `_ * `NVIDIA Ampere GPU Architecture `_ - * `Turing `_ * `Turing `_ * `Turing `_ * `Turing `_ * `Turing `_ * `Turing `_ + * `Turing `_ * `Turing `_ * `Turing `_ * `Turing `_ * `Turing `_ * `Turing `_ * `Turing `_ - * `Volta `_ * `Volta `_ * `Volta `_ * `Volta `_ * `Volta `_ * `Volta `_ + * `Volta `_ * `Volta `_ * `Volta `_ * `Volta `_ * `Volta `_ * `Volta `_ * `Volta `_ - * `Pascal `_ * `Pascal `_ * `Pascal `_ * `Pascal `_ * `Pascal `_ * `Pascal `_ + * `Pascal `_ * `Pascal `_ * `Pascal `_ * `Pascal `_ * `Pascal `_ * `Pascal `_ * `Pascal `_ - **Base Container Image** - ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ - **Container Operating System** Ubuntu 20.04.3 LTS Ubuntu 20.04.3 LTS Ubuntu 20.04.3 LTS Ubuntu 20.04.3 LTS Ubuntu 20.04.3 LTS Ubuntu 20.04.3 LTS + **Base Container Image** + ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- + **Container Operating System** Ubuntu 20.04.4 LTS Ubuntu 20.04.3 LTS Ubuntu 20.04.3 LTS Ubuntu 20.04.3 LTS Ubuntu 20.04.3 LTS Ubuntu 20.04.3 LTS Ubuntu 20.04.3 LTS - **Base Container** Triton version 22.02 Triton version 22.01 Triton version 21.12 Triton version 21.10 Triton version 21.10 Triton version 21.07 + **Base Container** Triton version 22.03 Triton version 22.02 Triton version 22.01 Triton version 21.12 Triton version 21.10 Triton version 21.10 Triton version 21.07 - **CUDA** 11.6.0.021 11.6.0.020 11.5.0.029 11.5.0.029 11.4.3.001 11.4.0.031 + **CUDA** 11.6.1.005 11.6.0.021 11.6.0.020 11.5.0.029 11.5.0.029 11.4.3.001 11.4.0.031 - **RMM** 0+unknown 21.12.00 21.10.00a+42.gae27a57 21.08.02 21.08.02 0+unknown + **RMM** 0+unknown 0+unknown 21.12.00 21.10.00a+42.gae27a57 21.08.02 21.08.02 0+unknown - **cuDF** 21.12.02 21.12.02 21.10.00a+345.ge05bd4bf3c.dirty 21.08.03 21.08.03 21.08.02 + **cuDF** 22.02.00 21.12.02 21.12.02 21.10.00a+345.ge05bd4bf3c.dirty 21.08.03 21.08.03 21.08.02 - **cuDNN** 8.3.2.44+cuda11.5 8.3.2.44+cuda11.5 8.3.1.22 8.3.0.96 8.2.4.15 8.2.2.26 + **cuDNN** 8.3.3.40+cuda11.5 8.3.2.44+cuda11.5 8.3.2.44+cuda11.5 8.3.1.22 8.3.0.96 8.2.4.15 8.2.2.26 - **Merlin Core** v0.1.1+12.g53b1ffc Not applicable Not applicable Not applicable Not applicable Not applicable + **Merlin Core** v0.2.0 v0.1.1+12.g53b1ffc Not applicable Not applicable Not applicable Not applicable Not applicable - **Merlin Models** Not applicable Not applicable Not applicable Not applicable Not applicable Not applicable + **Merlin Models** Not applicable Not applicable Not applicable Not applicable Not applicable Not applicable Not applicable - **Merlin Systems** 0+untagged.9.gccd0e15 Not applicable Not applicable Not applicable Not applicable Not applicable + **Merlin Systems** v0.1.0 0+untagged.9.gccd0e15 Not applicable Not applicable Not applicable Not applicable Not applicable - **NVTabular** 0.11.0+20.gafa0e43 0.10.0 0.9.0+1.g31f9350 0.8.0 0.7.1 0.7.0 + **NVTabular** 1.0.0 0.11.0+20.gafa0e43 0.10.0 0.9.0+1.g31f9350 0.8.0 0.7.1 0.7.0 - **Transformers4Rec** 0.1.6+4.ga153d6d 0.1.4 0.1.4 0.1.3 0.1.2 0.1.1 + **Transformers4Rec** 0.1.7 0.1.6+4.ga153d6d 0.1.4 0.1.4 0.1.3 0.1.2 0.1.1 - **HugeCTR** Not applicable Not applicable Not applicable Not applicable Not applicable Not applicable + **HugeCTR** Not applicable Not applicable Not applicable Not applicable Not applicable Not applicable Not applicable - **SM** Not applicable Not applicable Not applicable Not applicable Not applicable Not applicable + **SM** Not applicable Not applicable Not applicable Not applicable Not applicable Not applicable Not applicable - **Triton Inference Server** 2.19.0 2.18.0 2.17.0 2.16.0 2.15.0 2.12.0 + **Triton Inference Server** 2.20.0 2.19.0 2.18.0 2.17.0 2.16.0 2.15.0 2.12.0 - **Size** 9.19 GB 20.62 GB 25.93 GB 27.26 GB 24.61 GB 28.72 GB + **Size** 9.45 GB 9.19 GB 20.62 GB 25.93 GB 27.26 GB 24.61 GB 28.72 GB - ============================== ================================================================================= ================================================================================= ================================================================================= ================================================================================= ================================================================================= ================================================================================= + ============================== ================================================================================= ================================================================================= ================================================================================= ================================================================================= ================================================================================= ================================================================================= ================================================================================= diff --git a/docs/source/generated/nvcr.io-nvidia-merlin-merlin-pytorch-inference.rst b/docs/source/generated/nvcr.io-nvidia-merlin-merlin-pytorch-inference.rst index 126e872ea..a333ff5b0 100644 --- a/docs/source/generated/nvcr.io-nvidia-merlin-merlin-pytorch-inference.rst +++ b/docs/source/generated/nvcr.io-nvidia-merlin-merlin-pytorch-inference.rst @@ -1,94 +1,94 @@ .. table:: :align: left - ============================== ================================================================================= - Container Release Release 22.03 - ============================== ================================================================================= - **DGX** - ----------------------------------------------------------------------------------------------------------------- - **DGX System** * DGX-1 + ============================== ================================================================================= ================================================================================= + Container Release Release 22.04 Release 22.03 + ============================== ================================================================================= ================================================================================= + **DGX** + ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- + **DGX System** * DGX-1 * DGX-1 - * DGX-2 + * DGX-2 * DGX-2 - * DGX A100 + * DGX A100 * DGX A100 - * DGX Station + * DGX Station * DGX Station - **Operating System** Ubuntu 20.04.3 LTS + **Operating System** Ubuntu 20.04.4 LTS Ubuntu 20.04.3 LTS - **NVIDIA Certified Systems** - ----------------------------------------------------------------------------------------------------------------- - **NVIDIA Driver** NVIDIA Driver version 465.19.01 + **NVIDIA Certified Systems** + ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- + **NVIDIA Driver** NVIDIA Driver version 465.19.01 NVIDIA Driver version 465.19.01 - or later is required. However, + or later is required. However, or later is required. However, - if you're running on Data Center + if you're running on Data Center if you're running on Data Center - GPUs (formerly Tesla) such as T4, + GPUs (formerly Tesla) such as T4, GPUs (formerly Tesla) such as T4, - you can use any of the following + you can use any of the following you can use any of the following - NVIDIA Driver versions: + NVIDIA Driver versions: NVIDIA Driver versions: - + - * 418.40 (or later R418) + * 418.40 (or later R418) * 418.40 (or later R418) - * 440.33 (or later R440) + * 440.33 (or later R440) * 440.33 (or later R440) - * 450.51 (or later R450) + * 450.51 (or later R450) * 450.51 (or later R450) - * 460.27 (or later R460) + * 460.27 (or later R460) * 460.27 (or later R460) - + - **Note**: The CUDA Driver + **Note**: The CUDA Driver **Note**: The CUDA Driver - Compatability Package does not + Compatibility Package does not Compatibility Package does not - support all drivers. + support all drivers. support all drivers. - **GPU Model** * `NVIDIA Ampere GPU Architecture `_ + **GPU Model** * `NVIDIA Ampere GPU Architecture `_ * `NVIDIA Ampere GPU Architecture `_ - * `Turing `_ + * `Turing `_ * `Turing `_ - * `Volta `_ + * `Volta `_ * `Volta `_ - * `Pascal `_ + * `Pascal `_ * `Pascal `_ - **Base Container Image** - ----------------------------------------------------------------------------------------------------------------- - **Container Operating System** Ubuntu 20.04.3 LTS + **Base Container Image** + ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- + **Container Operating System** Ubuntu 20.04.4 LTS Ubuntu 20.04.3 LTS - **Base Container** Triton version 22.02 + **Base Container** Triton version 22.03 Triton version 22.02 - **CUDA** 11.6.0.021 + **CUDA** 11.6.1.005 11.6.0.021 - **RMM** 21.12.00 + **RMM** 22.02.00 21.12.00 - **cuDF** 21.12.02 + **cuDF** 22.02.00 21.12.02 - **cuDNN** 8.3.2.44+cuda11.5 + **cuDNN** 8.3.3.40+cuda11.5 8.3.2.44+cuda11.5 - **Merlin Core** v0.1.1+3.gee1d59d + **Merlin Core** v0.2.0 v0.1.1+3.gee1d59d - **Merlin Models** Not applicable + **Merlin Models** Not applicable Not applicable - **Merlin Systems** Not applicable + **Merlin Systems** v0.1.0 Not applicable - **NVTabular** 0.11.0 + **NVTabular** 1.0.0 0.11.0 - **Transformers4Rec** 0.1.6 + **Transformers4Rec** 0.1.7 0.1.6 - **HugeCTR** Not applicable + **HugeCTR** Not applicable Not applicable - **SM** Not applicable + **SM** Not applicable Not applicable - **PyTorch** Not applicable + **PyTorch** Not applicable Not applicable - **Triton Inference Server** 2.19.0 + **Triton Inference Server** 2.20.0 2.19.0 - **Size** 9.72 GB + **Size** 9.82 GB 9.72 GB - ============================== ================================================================================= + ============================== ================================================================================= ================================================================================= diff --git a/docs/source/generated/nvcr.io-nvidia-merlin-merlin-pytorch-training.rst b/docs/source/generated/nvcr.io-nvidia-merlin-merlin-pytorch-training.rst index db172280a..45df498b0 100644 --- a/docs/source/generated/nvcr.io-nvidia-merlin-merlin-pytorch-training.rst +++ b/docs/source/generated/nvcr.io-nvidia-merlin-merlin-pytorch-training.rst @@ -1,92 +1,92 @@ .. table:: :align: left - ============================== ================================================================================= ================================================================================= ================================================================================= ================================================================================= ================================================================================= ================================================================================= - Container Release Release 22.03 Release 22.02 Release 22.01 Release 21.12 Release 21.11 Release 21.09 - ============================== ================================================================================= ================================================================================= ================================================================================= ================================================================================= ================================================================================= ================================================================================= - **DGX** - ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ - **DGX System** * DGX-1 * DGX-1 * DGX-1 * DGX-1 * DGX-1 * DGX-1 + ============================== ================================================================================= ================================================================================= ================================================================================= ================================================================================= ================================================================================= ================================================================================= ================================================================================= + Container Release Release 22.04 Release 22.03 Release 22.02 Release 22.01 Release 21.12 Release 21.11 Release 21.09 + ============================== ================================================================================= ================================================================================= ================================================================================= ================================================================================= ================================================================================= ================================================================================= ================================================================================= + **DGX** + ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- + **DGX System** * DGX-1 * DGX-1 * DGX-1 * DGX-1 * DGX-1 * DGX-1 * DGX-1 - * DGX-2 * DGX-2 * DGX-2 * DGX-2 * DGX-2 * DGX-2 + * DGX-2 * DGX-2 * DGX-2 * DGX-2 * DGX-2 * DGX-2 * DGX-2 - * DGX A100 * DGX A100 * DGX A100 * DGX A100 * DGX A100 * DGX A100 + * DGX A100 * DGX A100 * DGX A100 * DGX A100 * DGX A100 * DGX A100 * DGX A100 - * DGX Station * DGX Station * DGX Station * DGX Station * DGX Station * DGX Station + * DGX Station * DGX Station * DGX Station * DGX Station * DGX Station * DGX Station * DGX Station - **Operating System** Ubuntu 20.04.3 LTS Ubuntu 20.04.3 LTS Ubuntu 20.04.3 LTS Ubuntu 20.04.3 LTS Ubuntu 20.04.3 LTS Ubuntu 20.04.3 LTS + **Operating System** Ubuntu 20.04.4 LTS Ubuntu 20.04.3 LTS Ubuntu 20.04.3 LTS Ubuntu 20.04.3 LTS Ubuntu 20.04.3 LTS Ubuntu 20.04.3 LTS Ubuntu 20.04.3 LTS - **NVIDIA Certified Systems** - ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ - **NVIDIA Driver** NVIDIA Driver version 465.19.01 NVIDIA Driver version 465.19.01 NVIDIA Driver version 465.19.01 NVIDIA Driver version 465.19.01 NVIDIA Driver version 465.19.01 NVIDIA Driver version 465.19.01 + **NVIDIA Certified Systems** + ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- + **NVIDIA Driver** NVIDIA Driver version 465.19.01 NVIDIA Driver version 465.19.01 NVIDIA Driver version 465.19.01 NVIDIA Driver version 465.19.01 NVIDIA Driver version 465.19.01 NVIDIA Driver version 465.19.01 NVIDIA Driver version 465.19.01 - or later is required. However, or later is required. However, or later is required. However, or later is required. However, or later is required. However, or later is required. However, + or later is required. However, or later is required. However, or later is required. However, or later is required. However, or later is required. However, or later is required. However, or later is required. However, - if you're running on Data Center if you're running on Data Center if you're running on Data Center if you're running on Data Center if you're running on Data Center if you're running on Data Center + if you're running on Data Center if you're running on Data Center if you're running on Data Center if you're running on Data Center if you're running on Data Center if you're running on Data Center if you're running on Data Center - GPUs (formerly Tesla) such as T4, GPUs (formerly Tesla) such as T4, GPUs (formerly Tesla) such as T4, GPUs (formerly Tesla) such as T4, GPUs (formerly Tesla) such as T4, GPUs (formerly Tesla) such as T4, + GPUs (formerly Tesla) such as T4, GPUs (formerly Tesla) such as T4, GPUs (formerly Tesla) such as T4, GPUs (formerly Tesla) such as T4, GPUs (formerly Tesla) such as T4, GPUs (formerly Tesla) such as T4, GPUs (formerly Tesla) such as T4, - you can use any of the following you can use any of the following you can use any of the following you can use any of the following you can use any of the following you can use any of the following + you can use any of the following you can use any of the following you can use any of the following you can use any of the following you can use any of the following you can use any of the following you can use any of the following - NVIDIA Driver versions: NVIDIA Driver versions: NVIDIA Driver versions: NVIDIA Driver versions: NVIDIA Driver versions: NVIDIA Driver versions: + NVIDIA Driver versions: NVIDIA Driver versions: NVIDIA Driver versions: NVIDIA Driver versions: NVIDIA Driver versions: NVIDIA Driver versions: NVIDIA Driver versions: - + - * 418.40 (or later R418) * 418.40 (or later R418) * 418.40 (or later R418) * 418.40 (or later R418) * 418.40 (or later R418) * 418.40 (or later R418) + * 418.40 (or later R418) * 418.40 (or later R418) * 418.40 (or later R418) * 418.40 (or later R418) * 418.40 (or later R418) * 418.40 (or later R418) * 418.40 (or later R418) - * 440.33 (or later R440) * 440.33 (or later R440) * 440.33 (or later R440) * 440.33 (or later R440) * 440.33 (or later R440) * 440.33 (or later R440) + * 440.33 (or later R440) * 440.33 (or later R440) * 440.33 (or later R440) * 440.33 (or later R440) * 440.33 (or later R440) * 440.33 (or later R440) * 440.33 (or later R440) - * 450.51 (or later R450) * 450.51 (or later R450) * 450.51 (or later R450) * 450.51 (or later R450) * 450.51 (or later R450) * 450.51 (or later R450) + * 450.51 (or later R450) * 450.51 (or later R450) * 450.51 (or later R450) * 450.51 (or later R450) * 450.51 (or later R450) * 450.51 (or later R450) * 450.51 (or later R450) - * 460.27 (or later R460) * 460.27 (or later R460) * 460.27 (or later R460) * 460.27 (or later R460) * 460.27 (or later R460) * 460.27 (or later R460) + * 460.27 (or later R460) * 460.27 (or later R460) * 460.27 (or later R460) * 460.27 (or later R460) * 460.27 (or later R460) * 460.27 (or later R460) * 460.27 (or later R460) - + - **Note**: The CUDA Driver **Note**: The CUDA Driver **Note**: The CUDA Driver **Note**: The CUDA Driver **Note**: The CUDA Driver **Note**: The CUDA Driver + **Note**: The CUDA Driver **Note**: The CUDA Driver **Note**: The CUDA Driver **Note**: The CUDA Driver **Note**: The CUDA Driver **Note**: The CUDA Driver **Note**: The CUDA Driver - Compatability Package does not Compatability Package does not Compatability Package does not Compatability Package does not Compatability Package does not Compatability Package does not + Compatibility Package does not Compatibility Package does not Compatibility Package does not Compatibility Package does not Compatibility Package does not Compatibility Package does not Compatibility Package does not - support all drivers. support all drivers. support all drivers. support all drivers. support all drivers. support all drivers. + support all drivers. support all drivers. support all drivers. support all drivers. support all drivers. support all drivers. support all drivers. - **GPU Model** * `NVIDIA Ampere GPU Architecture `_ * `NVIDIA Ampere GPU Architecture `_ * `NVIDIA Ampere GPU Architecture `_ * `NVIDIA Ampere GPU Architecture `_ * `NVIDIA Ampere GPU Architecture `_ * `NVIDIA Ampere GPU Architecture `_ + **GPU Model** * `NVIDIA Ampere GPU Architecture `_ * `NVIDIA Ampere GPU Architecture `_ * `NVIDIA Ampere GPU Architecture `_ * `NVIDIA Ampere GPU Architecture `_ * `NVIDIA Ampere GPU Architecture `_ * `NVIDIA Ampere GPU Architecture `_ * `NVIDIA Ampere GPU Architecture `_ - * `Turing `_ * `Turing `_ * `Turing `_ * `Turing `_ * `Turing `_ * `Turing `_ + * `Turing `_ * `Turing `_ * `Turing `_ * `Turing `_ * `Turing `_ * `Turing `_ * `Turing `_ - * `Volta `_ * `Volta `_ * `Volta `_ * `Volta `_ * `Volta `_ * `Volta `_ + * `Volta `_ * `Volta `_ * `Volta `_ * `Volta `_ * `Volta `_ * `Volta `_ * `Volta `_ - * `Pascal `_ * `Pascal `_ * `Pascal `_ * `Pascal `_ * `Pascal `_ * `Pascal `_ + * `Pascal `_ * `Pascal `_ * `Pascal `_ * `Pascal `_ * `Pascal `_ * `Pascal `_ * `Pascal `_ - **Base Container Image** - ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ - **Container Operating System** Ubuntu 20.04.3 LTS Ubuntu 20.04.3 LTS Ubuntu 20.04.3 LTS Ubuntu 20.04.3 LTS Ubuntu 20.04.3 LTS Ubuntu 20.04.3 LTS + **Base Container Image** + ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- + **Container Operating System** Ubuntu 20.04.4 LTS Ubuntu 20.04.3 LTS Ubuntu 20.04.3 LTS Ubuntu 20.04.3 LTS Ubuntu 20.04.3 LTS Ubuntu 20.04.3 LTS Ubuntu 20.04.3 LTS - **Base Container** nvcr.io/nvidia/pytorch:22.02-py3 nvcr.io/nvidia/pytorch:22.01-py3 nvcr.io/nvidia/pytorch:21.12-py3 nvcr.io/nvidia/pytorch:21.11-py3 nvcr.io/nvidia/pytorch:21.10-py3 nvcr.io/nvidia/pytorch:21.07-py3 + **Base Container** nvcr.io/nvidia/pytorch:22.03-py3 nvcr.io/nvidia/pytorch:22.02-py3 nvcr.io/nvidia/pytorch:22.01-py3 nvcr.io/nvidia/pytorch:21.12-py3 nvcr.io/nvidia/pytorch:21.11-py3 nvcr.io/nvidia/pytorch:21.10-py3 nvcr.io/nvidia/pytorch:21.07-py3 - **CUDA** 11.6.0.021 11.6.0.020 11.5.0.029 11.5.0.029 11.4.3.001 11.4.0.031 + **CUDA** 11.6.1.005 11.6.0.021 11.6.0.020 11.5.0.029 11.5.0.029 11.4.3.001 11.4.0.031 - **RMM** 21.12.00a+31.g0acbd51 21.12.00a+31.g0acbd51 0+untagged.1.gae27a57 0+untagged.1.gccd9647 0+unknown 0+unknown + **RMM** 22.02.00a+37.gf2b1364 21.12.00a+31.g0acbd51 21.12.00a+31.g0acbd51 0+untagged.1.gae27a57 0+untagged.1.gccd9647 0+unknown 0+unknown - **cuDF** 21.12.00a+293.g0930f712e6 21.12.00a+293.g0930f712e6 0+untagged.1.ge05bd4b 0+untagged.1.g0a00579 21.08.03 21.08.03 + **cuDF** 22.02.00a+309.gdad51a548e 21.12.00a+293.g0930f712e6 21.12.00a+293.g0930f712e6 0+untagged.1.ge05bd4b 0+untagged.1.g0a00579 21.08.03 21.08.03 - **cuDNN** 8.3.2.44+cuda11.5 8.3.2.44+cuda11.5 8.3.1.22 8.3.0.96 8.2.4.15 8.2.2.26 + **cuDNN** 8.3.3.40+cuda11.5 8.3.2.44+cuda11.5 8.3.2.44+cuda11.5 8.3.1.22 8.3.0.96 8.2.4.15 8.2.2.26 - **Merlin Core** v0.1.1+3.gee1d59d Not applicable Not applicable Not applicable Not applicable Not applicable + **Merlin Core** v0.2.0 v0.1.1+3.gee1d59d Not applicable Not applicable Not applicable Not applicable Not applicable - **Merlin Models** Not applicable Not applicable Not applicable Not applicable Not applicable Not applicable + **Merlin Models** Not applicable Not applicable Not applicable Not applicable Not applicable Not applicable Not applicable - **Merlin Systems** Not applicable Not applicable Not applicable Not applicable Not applicable Not applicable + **Merlin Systems** v0.1.0 Not applicable Not applicable Not applicable Not applicable Not applicable Not applicable - **NVTabular** 0.11.0 0.10.0 0.9.0+1.g31f9350 0.8.0 0.7.1 0.7.0+1.g2aa56e5 + **NVTabular** 1.0.0 0.11.0 0.10.0 0.9.0+1.g31f9350 0.8.0 0.7.1 0.7.0+1.g2aa56e5 - **Transformers4Rec** 0.1.6 0.1.4 0.1.4 0.1.3 0.1.2 0.1.1 + **Transformers4Rec** 0.1.7 0.1.6 0.1.4 0.1.4 0.1.3 0.1.2 0.1.1 - **HugeCTR** Not applicable Not applicable Not applicable Not applicable Not applicable Not applicable + **HugeCTR** Not applicable Not applicable Not applicable Not applicable Not applicable Not applicable Not applicable - **SM** Not applicable Not applicable Not applicable Not applicable Not applicable Not applicable + **SM** Not applicable Not applicable Not applicable Not applicable Not applicable Not applicable Not applicable - **PyTorch** 1.11.0a0+17540c5 1.11.0a0+bfe5ad2 1.11.0a0+b6df043 1.11.0a0+b6df043 1.10.0a0+0aef44c 1.9.1+cu102 + **PyTorch** 1.12.0a0+2c916ef 1.11.0a0+17540c5 1.11.0a0+bfe5ad2 1.11.0a0+b6df043 1.11.0a0+b6df043 1.10.0a0+0aef44c 1.9.1+cu102 - **Size** 14.18 GB 15.02 GB 15.2 GB 14.8 GB 14.31 GB 18.78 GB + **Size** 14.34 GB 14.18 GB 15.02 GB 15.2 GB 14.8 GB 14.31 GB 18.78 GB - ============================== ================================================================================= ================================================================================= ================================================================================= ================================================================================= ================================================================================= ================================================================================= + ============================== ================================================================================= ================================================================================= ================================================================================= ================================================================================= ================================================================================= ================================================================================= ================================================================================= diff --git a/docs/source/generated/nvcr.io-nvidia-merlin-merlin-tensorflow-inference.rst b/docs/source/generated/nvcr.io-nvidia-merlin-merlin-tensorflow-inference.rst index a68780880..cd717a9b1 100644 --- a/docs/source/generated/nvcr.io-nvidia-merlin-merlin-tensorflow-inference.rst +++ b/docs/source/generated/nvcr.io-nvidia-merlin-merlin-tensorflow-inference.rst @@ -1,94 +1,92 @@ .. table:: :align: left - ============================== ================================================================================= - Container Release Release 22.03 - ============================== ================================================================================= - **DGX** - ----------------------------------------------------------------------------------------------------------------- - **DGX System** * DGX-1 + ============================== ================================================================================= ================================================================================= + Container Release Release 22.04 Release 22.03 + ============================== ================================================================================= ================================================================================= + **DGX** + ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- + **DGX System** * DGX-1 * DGX-1 - * DGX-2 + * DGX-2 * DGX-2 - * DGX A100 + * DGX A100 * DGX A100 - * DGX Station + * DGX Station * DGX Station - **Operating System** Ubuntu 20.04.3 LTS + **Operating System** Ubuntu 20.04.4 LTS Ubuntu 20.04.3 LTS - **NVIDIA Certified Systems** - ----------------------------------------------------------------------------------------------------------------- - **NVIDIA Driver** NVIDIA Driver version 465.19.01 + **NVIDIA Certified Systems** + ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- + **NVIDIA Driver** NVIDIA Driver version 465.19.01 NVIDIA Driver version 465.19.01 - or later is required. However, + or later is required. However, or later is required. However, - if you're running on Data Center + if you're running on Data Center if you're running on Data Center - GPUs (formerly Tesla) such as T4, + GPUs (formerly Tesla) such as T4, GPUs (formerly Tesla) such as T4, - you can use any of the following + you can use any of the following you can use any of the following - NVIDIA Driver versions: + NVIDIA Driver versions: NVIDIA Driver versions: - + - * 418.40 (or later R418) + * 418.40 (or later R418) * 418.40 (or later R418) - * 440.33 (or later R440) + * 440.33 (or later R440) * 440.33 (or later R440) - * 450.51 (or later R450) + * 450.51 (or later R450) * 450.51 (or later R450) - * 460.27 (or later R460) + * 460.27 (or later R460) * 460.27 (or later R460) - + - **Note**: The CUDA Driver + **Note**: The CUDA Driver **Note**: The CUDA Driver - Compatability Package does not + Compatibility Package does not Compatibility Package does not - support all drivers. + support all drivers. support all drivers. - **GPU Model** * `NVIDIA Ampere GPU Architecture `_ + **GPU Model** * `NVIDIA Ampere GPU Architecture `_ * `NVIDIA Ampere GPU Architecture `_ - * `Turing `_ + * `Turing `_ * `Turing `_ - * `Volta `_ + * `Volta `_ * `Volta `_ - * `Pascal `_ + * `Pascal `_ * `Pascal `_ - **Base Container Image** - ----------------------------------------------------------------------------------------------------------------- - **Container Operating System** Ubuntu 20.04.3 LTS + **Base Container Image** + ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- + **Container Operating System** Ubuntu 20.04.4 LTS Ubuntu 20.04.3 LTS - **Base Container** Triton version 22.02 + **Base Container** Triton version 22.03 Triton version 22.02 - **CUDA** 11.6.0.021 + **CUDA** 11.6.1.005 11.6.0.021 - **RMM** 21.12.00 + **RMM** 22.02.00 21.12.00 - **cuDF** 21.12.02 + **cuDF** 22.02.00 21.12.02 - **cuDNN** 8.3.2.44+cuda11.5 + **cuDNN** 8.3.3.40+cuda11.5 8.3.2.44+cuda11.5 - **Merlin Core** v0.1.1+3.gee1d59d + **Merlin Core** v0.2.0 v0.1.1+3.gee1d59d - **Merlin Models** Not applicable + **Merlin Models** Not applicable Not applicable - **Merlin Systems** Not applicable + **Merlin Systems** v0.1.0 Not applicable - **NVTabular** 0.11.0 + **NVTabular** 1.0.0 0.11.0 - **Transformers4Rec** 0.1.6 + **Transformers4Rec** 0.1.7 0.1.6 - **HugeCTR** Not applicable + **HugeCTR** Not applicable Not applicable - **SM** Not applicable + **SM** Not applicable Not applicable - **TensorFlow** Not applicable + **Triton Inference Server** 2.20.0 2.19.0 - **Triton Inference Server** 2.19.0 + **Size** 9.43 GB 9.2 GB - **Size** 9.2 GB - - ============================== ================================================================================= + ============================== ================================================================================= ================================================================================= diff --git a/docs/source/generated/nvcr.io-nvidia-merlin-merlin-tensorflow-training.rst b/docs/source/generated/nvcr.io-nvidia-merlin-merlin-tensorflow-training.rst index dfba11bcf..f8a772df2 100644 --- a/docs/source/generated/nvcr.io-nvidia-merlin-merlin-tensorflow-training.rst +++ b/docs/source/generated/nvcr.io-nvidia-merlin-merlin-tensorflow-training.rst @@ -1,92 +1,92 @@ .. table:: :align: left - ============================== ================================================================================= ================================================================================= ================================================================================= ================================================================================= ================================================================================= ================================================================================= - Container Release Release 22.03 Release 22.02 Release 22.01 Release 21.12 Release 21.11 Release 21.09 - ============================== ================================================================================= ================================================================================= ================================================================================= ================================================================================= ================================================================================= ================================================================================= - **DGX** - ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ - **DGX System** * DGX-1 * DGX-1 * DGX-1 * DGX-1 * DGX-1 * DGX-1 + ============================== ================================================================================= ================================================================================= ================================================================================= ================================================================================= ================================================================================= ================================================================================= ================================================================================= + Container Release Release 22.04 Release 22.03 Release 22.02 Release 22.01 Release 21.12 Release 21.11 Release 21.09 + ============================== ================================================================================= ================================================================================= ================================================================================= ================================================================================= ================================================================================= ================================================================================= ================================================================================= + **DGX** + ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- + **DGX System** * DGX-1 * DGX-1 * DGX-1 * DGX-1 * DGX-1 * DGX-1 * DGX-1 - * DGX-2 * DGX-2 * DGX-2 * DGX-2 * DGX-2 * DGX-2 + * DGX-2 * DGX-2 * DGX-2 * DGX-2 * DGX-2 * DGX-2 * DGX-2 - * DGX A100 * DGX A100 * DGX A100 * DGX A100 * DGX A100 * DGX A100 + * DGX A100 * DGX A100 * DGX A100 * DGX A100 * DGX A100 * DGX A100 * DGX A100 - * DGX Station * DGX Station * DGX Station * DGX Station * DGX Station * DGX Station + * DGX Station * DGX Station * DGX Station * DGX Station * DGX Station * DGX Station * DGX Station - **Operating System** Ubuntu 20.04.3 LTS Ubuntu 20.04.3 LTS Ubuntu 20.04.3 LTS Ubuntu 20.04.3 LTS Ubuntu 20.04.3 LTS Ubuntu 20.04.3 LTS + **Operating System** Ubuntu 20.04.4 LTS Ubuntu 20.04.3 LTS Ubuntu 20.04.3 LTS Ubuntu 20.04.3 LTS Ubuntu 20.04.3 LTS Ubuntu 20.04.3 LTS Ubuntu 20.04.3 LTS - **NVIDIA Certified Systems** - ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ - **NVIDIA Driver** NVIDIA Driver version 465.19.01 NVIDIA Driver version 465.19.01 NVIDIA Driver version 465.19.01 NVIDIA Driver version 465.19.01 NVIDIA Driver version 465.19.01 NVIDIA Driver version 465.19.01 + **NVIDIA Certified Systems** + ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- + **NVIDIA Driver** NVIDIA Driver version 465.19.01 NVIDIA Driver version 465.19.01 NVIDIA Driver version 465.19.01 NVIDIA Driver version 465.19.01 NVIDIA Driver version 465.19.01 NVIDIA Driver version 465.19.01 NVIDIA Driver version 465.19.01 - or later is required. However, or later is required. However, or later is required. However, or later is required. However, or later is required. However, or later is required. However, + or later is required. However, or later is required. However, or later is required. However, or later is required. However, or later is required. However, or later is required. However, or later is required. However, - if you're running on Data Center if you're running on Data Center if you're running on Data Center if you're running on Data Center if you're running on Data Center if you're running on Data Center + if you're running on Data Center if you're running on Data Center if you're running on Data Center if you're running on Data Center if you're running on Data Center if you're running on Data Center if you're running on Data Center - GPUs (formerly Tesla) such as T4, GPUs (formerly Tesla) such as T4, GPUs (formerly Tesla) such as T4, GPUs (formerly Tesla) such as T4, GPUs (formerly Tesla) such as T4, GPUs (formerly Tesla) such as T4, + GPUs (formerly Tesla) such as T4, GPUs (formerly Tesla) such as T4, GPUs (formerly Tesla) such as T4, GPUs (formerly Tesla) such as T4, GPUs (formerly Tesla) such as T4, GPUs (formerly Tesla) such as T4, GPUs (formerly Tesla) such as T4, - you can use any of the following you can use any of the following you can use any of the following you can use any of the following you can use any of the following you can use any of the following + you can use any of the following you can use any of the following you can use any of the following you can use any of the following you can use any of the following you can use any of the following you can use any of the following - NVIDIA Driver versions: NVIDIA Driver versions: NVIDIA Driver versions: NVIDIA Driver versions: NVIDIA Driver versions: NVIDIA Driver versions: + NVIDIA Driver versions: NVIDIA Driver versions: NVIDIA Driver versions: NVIDIA Driver versions: NVIDIA Driver versions: NVIDIA Driver versions: NVIDIA Driver versions: - + - * 418.40 (or later R418) * 418.40 (or later R418) * 418.40 (or later R418) * 418.40 (or later R418) * 418.40 (or later R418) * 418.40 (or later R418) + * 418.40 (or later R418) * 418.40 (or later R418) * 418.40 (or later R418) * 418.40 (or later R418) * 418.40 (or later R418) * 418.40 (or later R418) * 418.40 (or later R418) - * 440.33 (or later R440) * 440.33 (or later R440) * 440.33 (or later R440) * 440.33 (or later R440) * 440.33 (or later R440) * 440.33 (or later R440) + * 440.33 (or later R440) * 440.33 (or later R440) * 440.33 (or later R440) * 440.33 (or later R440) * 440.33 (or later R440) * 440.33 (or later R440) * 440.33 (or later R440) - * 450.51 (or later R450) * 450.51 (or later R450) * 450.51 (or later R450) * 450.51 (or later R450) * 450.51 (or later R450) * 450.51 (or later R450) + * 450.51 (or later R450) * 450.51 (or later R450) * 450.51 (or later R450) * 450.51 (or later R450) * 450.51 (or later R450) * 450.51 (or later R450) * 450.51 (or later R450) - * 460.27 (or later R460) * 460.27 (or later R460) * 460.27 (or later R460) * 460.27 (or later R460) * 460.27 (or later R460) * 460.27 (or later R460) + * 460.27 (or later R460) * 460.27 (or later R460) * 460.27 (or later R460) * 460.27 (or later R460) * 460.27 (or later R460) * 460.27 (or later R460) * 460.27 (or later R460) - + - **Note**: The CUDA Driver **Note**: The CUDA Driver **Note**: The CUDA Driver **Note**: The CUDA Driver **Note**: The CUDA Driver **Note**: The CUDA Driver + **Note**: The CUDA Driver **Note**: The CUDA Driver **Note**: The CUDA Driver **Note**: The CUDA Driver **Note**: The CUDA Driver **Note**: The CUDA Driver **Note**: The CUDA Driver - Compatability Package does not Compatability Package does not Compatability Package does not Compatability Package does not Compatability Package does not Compatability Package does not + Compatibility Package does not Compatibility Package does not Compatibility Package does not Compatibility Package does not Compatibility Package does not Compatibility Package does not Compatibility Package does not - support all drivers. support all drivers. support all drivers. support all drivers. support all drivers. support all drivers. + support all drivers. support all drivers. support all drivers. support all drivers. support all drivers. support all drivers. support all drivers. - **GPU Model** * `NVIDIA Ampere GPU Architecture `_ * `NVIDIA Ampere GPU Architecture `_ * `NVIDIA Ampere GPU Architecture `_ * `NVIDIA Ampere GPU Architecture `_ * `NVIDIA Ampere GPU Architecture `_ * `NVIDIA Ampere GPU Architecture `_ + **GPU Model** * `NVIDIA Ampere GPU Architecture `_ * `NVIDIA Ampere GPU Architecture `_ * `NVIDIA Ampere GPU Architecture `_ * `NVIDIA Ampere GPU Architecture `_ * `NVIDIA Ampere GPU Architecture `_ * `NVIDIA Ampere GPU Architecture `_ * `NVIDIA Ampere GPU Architecture `_ - * `Turing `_ * `Turing `_ * `Turing `_ * `Turing `_ * `Turing `_ * `Turing `_ + * `Turing `_ * `Turing `_ * `Turing `_ * `Turing `_ * `Turing `_ * `Turing `_ * `Turing `_ - * `Volta `_ * `Volta `_ * `Volta `_ * `Volta `_ * `Volta `_ * `Volta `_ + * `Volta `_ * `Volta `_ * `Volta `_ * `Volta `_ * `Volta `_ * `Volta `_ * `Volta `_ - * `Pascal `_ * `Pascal `_ * `Pascal `_ * `Pascal `_ * `Pascal `_ * `Pascal `_ + * `Pascal `_ * `Pascal `_ * `Pascal `_ * `Pascal `_ * `Pascal `_ * `Pascal `_ * `Pascal `_ - **Base Container Image** - ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ - **Container Operating System** Ubuntu 20.04.3 LTS Ubuntu 20.04.3 LTS Ubuntu 20.04.3 LTS Ubuntu 20.04.3 LTS Ubuntu 20.04.3 LTS Ubuntu 20.04.3 LTS + **Base Container Image** + ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- + **Container Operating System** Ubuntu 20.04.4 LTS Ubuntu 20.04.3 LTS Ubuntu 20.04.3 LTS Ubuntu 20.04.3 LTS Ubuntu 20.04.3 LTS Ubuntu 20.04.3 LTS Ubuntu 20.04.3 LTS - **Base Container** nvcr.io/nvidia/tensorflow:22.02-tf2-py3 nvcr.io/nvidia/tensorflow:22.01-tf2-py3 nvcr.io/nvidia/tensorflow:21.12-tf2-py3 nvcr.io/nvidia/tensorflow:21.11-tf2-py3 nvcr.io/nvidia/tensorflow:21.10-tf2-py3 nvcr.io/nvidia/tensorflow:21.07-tf2-py3 + **Base Container** nvcr.io/nvidia/tensorflow:22.03-tf2-py3 nvcr.io/nvidia/tensorflow:22.02-tf2-py3 nvcr.io/nvidia/tensorflow:22.01-tf2-py3 nvcr.io/nvidia/tensorflow:21.12-tf2-py3 nvcr.io/nvidia/tensorflow:21.11-tf2-py3 nvcr.io/nvidia/tensorflow:21.10-tf2-py3 nvcr.io/nvidia/tensorflow:21.07-tf2-py3 - **CUDA** 11.6.0.021 11.6.0.020 11.5.0.029 11.5.0.029 11.4.3.001 11.4.0.031 + **CUDA** 11.6.1.005 11.6.0.021 11.6.0.020 11.5.0.029 11.5.0.029 11.4.3.001 11.4.0.031 - **RMM** 21.12.00a+31.g0acbd51 21.12.00a+31.g0acbd51 0+untagged.1.gae27a57 0+untagged.1.gccd9647 0+unknown 0+unknown + **RMM** 22.02.00a+37.gf2b1364 21.12.00a+31.g0acbd51 21.12.00a+31.g0acbd51 0+untagged.1.gae27a57 0+untagged.1.gccd9647 0+unknown 0+unknown - **cuDF** 21.12.00a+293.g0930f712e6 21.12.00a+293.g0930f712e6 0+untagged.1.ge05bd4b 0+untagged.1.g0a00579 21.08.03 21.08.02 + **cuDF** 22.02.00a+309.gdad51a548e 21.12.00a+293.g0930f712e6 21.12.00a+293.g0930f712e6 0+untagged.1.ge05bd4b 0+untagged.1.g0a00579 21.08.03 21.08.02 - **cuDNN** 8.3.2.44+cuda11.5 8.3.2.44+cuda11.5 8.3.1.22 8.3.0.96 8.2.4.15 8.2.2.26 + **cuDNN** 8.3.3.40+cuda11.5 8.3.2.44+cuda11.5 8.3.2.44+cuda11.5 8.3.1.22 8.3.0.96 8.2.4.15 8.2.2.26 - **Merlin Core** v0.1.1+3.gee1d59d Not applicable Not applicable Not applicable Not applicable Not applicable + **Merlin Core** v0.2.0 v0.1.1+3.gee1d59d Not applicable Not applicable Not applicable Not applicable Not applicable - **Merlin Models** Not applicable Not applicable Not applicable Not applicable Not applicable Not applicable + **Merlin Models** Not applicable Not applicable Not applicable Not applicable Not applicable Not applicable Not applicable - **Merlin Systems** Not applicable Not applicable Not applicable Not applicable Not applicable Not applicable + **Merlin Systems** v0.1.0 Not applicable Not applicable Not applicable Not applicable Not applicable Not applicable - **NVTabular** 0.11.0 0.10.0 0.9.0+1.g31f9350 0.8.0 0.7.1 0.7.0 + **NVTabular** 1.0.0 0.11.0 0.10.0 0.9.0+1.g31f9350 0.8.0 0.7.1 0.7.0 - **Transformers4Rec** 0.1.6 0.1.4 0.1.4 0.1.3 0.1.2 0.1.1 + **Transformers4Rec** 0.1.7 0.1.6 0.1.4 0.1.4 0.1.3 0.1.2 0.1.1 - **HugeCTR** Not applicable Not applicable Not applicable Not applicable Not applicable Not applicable + **HugeCTR** Not applicable Not applicable Not applicable Not applicable Not applicable Not applicable Not applicable - **SM** Not applicable Not applicable Not applicable Not applicable Not applicable Not applicable + **SM** Not applicable Not applicable Not applicable Not applicable Not applicable Not applicable Not applicable - **TensorFlow** 2.7.0 2.7.0 2.6.2 2.6.0 2.6.1 2.5.0 + **TensorFlow** 2.8.0 2.7.0 2.7.0 2.6.2 2.6.0 2.6.1 2.5.0 - **Size** 12.68 GB 13.37 GB 13.66 GB 13.05 GB 13.38 GB 13.85 GB + **Size** 13.34 GB 12.68 GB 13.37 GB 13.66 GB 13.05 GB 13.38 GB 13.85 GB - ============================== ================================================================================= ================================================================================= ================================================================================= ================================================================================= ================================================================================= ================================================================================= + ============================== ================================================================================= ================================================================================= ================================================================================= ================================================================================= ================================================================================= ================================================================================= ================================================================================= diff --git a/docs/source/generated/nvcr.io-nvidia-merlin-merlin-training.rst b/docs/source/generated/nvcr.io-nvidia-merlin-merlin-training.rst index 133da6406..af9914dc0 100644 --- a/docs/source/generated/nvcr.io-nvidia-merlin-merlin-training.rst +++ b/docs/source/generated/nvcr.io-nvidia-merlin-merlin-training.rst @@ -1,90 +1,90 @@ .. table:: :align: left - ============================== ================================================================================= ================================================================================= ================================================================================= ================================================================================= ================================================================================= ================================================================================= - Container Release Release 22.03 Release 22.02 Release 22.01 Release 21.12 Release 21.11 Release 21.09 - ============================== ================================================================================= ================================================================================= ================================================================================= ================================================================================= ================================================================================= ================================================================================= - **DGX** - ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ - **DGX System** * DGX-1 * DGX-1 * DGX-1 * DGX-1 * DGX-1 * DGX-1 + ============================== ================================================================================= ================================================================================= ================================================================================= ================================================================================= ================================================================================= ================================================================================= ================================================================================= + Container Release Release 22.04 Release 22.03 Release 22.02 Release 22.01 Release 21.12 Release 21.11 Release 21.09 + ============================== ================================================================================= ================================================================================= ================================================================================= ================================================================================= ================================================================================= ================================================================================= ================================================================================= + **DGX** + ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- + **DGX System** * DGX-1 * DGX-1 * DGX-1 * DGX-1 * DGX-1 * DGX-1 * DGX-1 - * DGX-2 * DGX-2 * DGX-2 * DGX-2 * DGX-2 * DGX-2 + * DGX-2 * DGX-2 * DGX-2 * DGX-2 * DGX-2 * DGX-2 * DGX-2 - * DGX A100 * DGX A100 * DGX A100 * DGX A100 * DGX A100 * DGX A100 + * DGX A100 * DGX A100 * DGX A100 * DGX A100 * DGX A100 * DGX A100 * DGX A100 - * DGX Station * DGX Station * DGX Station * DGX Station * DGX Station * DGX Station + * DGX Station * DGX Station * DGX Station * DGX Station * DGX Station * DGX Station * DGX Station - **Operating System** Ubuntu 20.04.3 LTS Ubuntu 20.04.3 LTS Ubuntu 20.04.3 LTS Ubuntu 20.04.3 LTS Ubuntu 20.04.3 LTS Ubuntu 20.04.3 LTS + **Operating System** Ubuntu 20.04.4 LTS Ubuntu 20.04.3 LTS Ubuntu 20.04.3 LTS Ubuntu 20.04.3 LTS Ubuntu 20.04.3 LTS Ubuntu 20.04.3 LTS Ubuntu 20.04.3 LTS - **NVIDIA Certified Systems** - ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ - **NVIDIA Driver** NVIDIA Driver version 465.19.01 NVIDIA Driver version 465.19.01 NVIDIA Driver version 465.19.01 NVIDIA Driver version 465.19.01 NVIDIA Driver version 465.19.01 NVIDIA Driver version 465.19.01 + **NVIDIA Certified Systems** + ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- + **NVIDIA Driver** NVIDIA Driver version 465.19.01 NVIDIA Driver version 465.19.01 NVIDIA Driver version 465.19.01 NVIDIA Driver version 465.19.01 NVIDIA Driver version 465.19.01 NVIDIA Driver version 465.19.01 NVIDIA Driver version 465.19.01 - or later is required. However, or later is required. However, or later is required. However, or later is required. However, or later is required. However, or later is required. However, + or later is required. However, or later is required. However, or later is required. However, or later is required. However, or later is required. However, or later is required. However, or later is required. However, - if you're running on Data Center if you're running on Data Center if you're running on Data Center if you're running on Data Center if you're running on Data Center if you're running on Data Center + if you're running on Data Center if you're running on Data Center if you're running on Data Center if you're running on Data Center if you're running on Data Center if you're running on Data Center if you're running on Data Center - GPUs (formerly Tesla) such as T4, GPUs (formerly Tesla) such as T4, GPUs (formerly Tesla) such as T4, GPUs (formerly Tesla) such as T4, GPUs (formerly Tesla) such as T4, GPUs (formerly Tesla) such as T4, + GPUs (formerly Tesla) such as T4, GPUs (formerly Tesla) such as T4, GPUs (formerly Tesla) such as T4, GPUs (formerly Tesla) such as T4, GPUs (formerly Tesla) such as T4, GPUs (formerly Tesla) such as T4, GPUs (formerly Tesla) such as T4, - you can use any of the following you can use any of the following you can use any of the following you can use any of the following you can use any of the following you can use any of the following + you can use any of the following you can use any of the following you can use any of the following you can use any of the following you can use any of the following you can use any of the following you can use any of the following - NVIDIA Driver versions: NVIDIA Driver versions: NVIDIA Driver versions: NVIDIA Driver versions: NVIDIA Driver versions: NVIDIA Driver versions: + NVIDIA Driver versions: NVIDIA Driver versions: NVIDIA Driver versions: NVIDIA Driver versions: NVIDIA Driver versions: NVIDIA Driver versions: NVIDIA Driver versions: - + - * 418.40 (or later R418) * 418.40 (or later R418) * 418.40 (or later R418) * 418.40 (or later R418) * 418.40 (or later R418) * 418.40 (or later R418) + * 418.40 (or later R418) * 418.40 (or later R418) * 418.40 (or later R418) * 418.40 (or later R418) * 418.40 (or later R418) * 418.40 (or later R418) * 418.40 (or later R418) - * 440.33 (or later R440) * 440.33 (or later R440) * 440.33 (or later R440) * 440.33 (or later R440) * 440.33 (or later R440) * 440.33 (or later R440) + * 440.33 (or later R440) * 440.33 (or later R440) * 440.33 (or later R440) * 440.33 (or later R440) * 440.33 (or later R440) * 440.33 (or later R440) * 440.33 (or later R440) - * 450.51 (or later R450) * 450.51 (or later R450) * 450.51 (or later R450) * 450.51 (or later R450) * 450.51 (or later R450) * 450.51 (or later R450) + * 450.51 (or later R450) * 450.51 (or later R450) * 450.51 (or later R450) * 450.51 (or later R450) * 450.51 (or later R450) * 450.51 (or later R450) * 450.51 (or later R450) - * 460.27 (or later R460) * 460.27 (or later R460) * 460.27 (or later R460) * 460.27 (or later R460) * 460.27 (or later R460) * 460.27 (or later R460) + * 460.27 (or later R460) * 460.27 (or later R460) * 460.27 (or later R460) * 460.27 (or later R460) * 460.27 (or later R460) * 460.27 (or later R460) * 460.27 (or later R460) - + - **Note**: The CUDA Driver **Note**: The CUDA Driver **Note**: The CUDA Driver **Note**: The CUDA Driver **Note**: The CUDA Driver **Note**: The CUDA Driver + **Note**: The CUDA Driver **Note**: The CUDA Driver **Note**: The CUDA Driver **Note**: The CUDA Driver **Note**: The CUDA Driver **Note**: The CUDA Driver **Note**: The CUDA Driver - Compatability Package does not Compatability Package does not Compatability Package does not Compatability Package does not Compatability Package does not Compatability Package does not + Compatibility Package does not Compatibility Package does not Compatibility Package does not Compatibility Package does not Compatibility Package does not Compatibility Package does not Compatibility Package does not - support all drivers. support all drivers. support all drivers. support all drivers. support all drivers. support all drivers. + support all drivers. support all drivers. support all drivers. support all drivers. support all drivers. support all drivers. support all drivers. - **GPU Model** * `NVIDIA Ampere GPU Architecture `_ * `NVIDIA Ampere GPU Architecture `_ * `NVIDIA Ampere GPU Architecture `_ * `NVIDIA Ampere GPU Architecture `_ * `NVIDIA Ampere GPU Architecture `_ * `NVIDIA Ampere GPU Architecture `_ + **GPU Model** * `NVIDIA Ampere GPU Architecture `_ * `NVIDIA Ampere GPU Architecture `_ * `NVIDIA Ampere GPU Architecture `_ * `NVIDIA Ampere GPU Architecture `_ * `NVIDIA Ampere GPU Architecture `_ * `NVIDIA Ampere GPU Architecture `_ * `NVIDIA Ampere GPU Architecture `_ - * `Turing `_ * `Turing `_ * `Turing `_ * `Turing `_ * `Turing `_ * `Turing `_ + * `Turing `_ * `Turing `_ * `Turing `_ * `Turing `_ * `Turing `_ * `Turing `_ * `Turing `_ - * `Volta `_ * `Volta `_ * `Volta `_ * `Volta `_ * `Volta `_ * `Volta `_ + * `Volta `_ * `Volta `_ * `Volta `_ * `Volta `_ * `Volta `_ * `Volta `_ * `Volta `_ - * `Pascal `_ * `Pascal `_ * `Pascal `_ * `Pascal `_ * `Pascal `_ * `Pascal `_ + * `Pascal `_ * `Pascal `_ * `Pascal `_ * `Pascal `_ * `Pascal `_ * `Pascal `_ * `Pascal `_ - **Base Container Image** - ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ - **Container Operating System** Ubuntu 20.04.3 LTS Ubuntu 20.04.3 LTS Ubuntu 20.04.3 LTS Ubuntu 20.04.3 LTS Ubuntu 20.04.3 LTS Ubuntu 20.04.3 LTS + **Base Container Image** + ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- + **Container Operating System** Ubuntu 20.04.4 LTS Ubuntu 20.04.3 LTS Ubuntu 20.04.3 LTS Ubuntu 20.04.3 LTS Ubuntu 20.04.3 LTS Ubuntu 20.04.3 LTS Ubuntu 20.04.3 LTS - **Base Container** Not applicable Not applicable Not applicable Not applicable Not applicable Not applicable + **Base Container** Not applicable Not applicable Not applicable Not applicable Not applicable Not applicable Not applicable - **CUDA** 11.6.0.021 11.6.0.020 11.5.0.029 11.5.0.029 11.4.3.001 11.4.0.031 + **CUDA** 11.6.1.005 11.6.0.021 11.6.0.020 11.5.0.029 11.5.0.029 11.4.3.001 11.4.0.031 - **RMM** 21.12.00a+31.g0acbd51 21.12.00a+31.g0acbd51 0+untagged.1.gae27a57 21.08.02 0+unknown 0+unknown + **RMM** 22.02.00a+37.gf2b1364 21.12.00a+31.g0acbd51 21.12.00a+31.g0acbd51 0+untagged.1.gae27a57 21.08.02 0+unknown 0+unknown - **cuDF** 21.12.00a+293.g0930f712e6 21.12.00a+293.g0930f712e6 0+untagged.1.ge05bd4b 21.08.03 21.08.03 21.08.02 + **cuDF** 22.02.00a+309.gdad51a548e 21.12.00a+293.g0930f712e6 21.12.00a+293.g0930f712e6 0+untagged.1.ge05bd4b 21.08.03 21.08.03 21.08.02 - **cuDNN** 8.3.2.44+cuda11.5 8.3.2.44+cuda11.5 8.3.1.22 8.3.0.96 8.2.4.15 8.2.2.26 + **cuDNN** 8.3.3.40+cuda11.5 8.3.2.44+cuda11.5 8.3.2.44+cuda11.5 8.3.1.22 8.3.0.96 8.2.4.15 8.2.2.26 - **Merlin Core** v0.1.1+3.gee1d59d Not applicable Not applicable Not applicable Not applicable Not applicable + **Merlin Core** v0.2.0 v0.1.1+3.gee1d59d Not applicable Not applicable Not applicable Not applicable Not applicable - **Merlin Models** Not applicable Not applicable Not applicable Not applicable Not applicable Not applicable + **Merlin Models** Not applicable Not applicable Not applicable Not applicable Not applicable Not applicable Not applicable - **Merlin Systems** Not applicable Not applicable Not applicable Not applicable Not applicable Not applicable + **Merlin Systems** v0.1.0 Not applicable Not applicable Not applicable Not applicable Not applicable Not applicable - **NVTabular** 0.11.0 0.10.0 0.9.0+1.g31f9350 0.8.0 0.7.1 0.7.0 + **NVTabular** 1.0.0 0.11.0 0.10.0 0.9.0+1.g31f9350 0.8.0 0.7.1 0.7.0 - **Transformers4Rec** Not applicable Not applicable Not applicable Not applicable Not applicable Not applicable + **Transformers4Rec** 0.1.7 Not applicable Not applicable Not applicable Not applicable Not applicable Not applicable - **HugeCTR** 3.4.0 3.4.0 3.3.1 3.3.0 3.2.1 3.2.0 + **HugeCTR** 3.5.0 3.4.0 3.4.0 3.3.1 3.3.0 3.2.1 3.2.0 - **SM** 60, 61, 70, 75, 80 60, 61, 70, 75, 80 60, 61, 70, 75, 80 60, 61, 70, 75, 80 60, 61, 70, 75, 80 60, 61, 70, 75, 80 + **SM** 60, 61, 70, 75, 80 60, 61, 70, 75, 80 60, 61, 70, 75, 80 60, 61, 70, 75, 80 60, 61, 70, 75, 80 60, 61, 70, 75, 80 60, 61, 70, 75, 80 - **Size** 14.32 GB 15.84 GB 15.18 GB 15.19 GB 13.89 GB 15.35 GB + **Size** 16.44 GB 14.32 GB 15.84 GB 15.18 GB 15.19 GB 13.89 GB 15.35 GB - ============================== ================================================================================= ================================================================================= ================================================================================= ================================================================================= ================================================================================= ================================================================================= + ============================== ================================================================================= ================================================================================= ================================================================================= ================================================================================= ================================================================================= ================================================================================= ================================================================================= diff --git a/docs/source/support_matrix/support_matrix_merlin_tensorflow_inference.rst b/docs/source/support_matrix/support_matrix_merlin_tensorflow_inference.rst index 0339cbc1b..a7ee893bc 100644 --- a/docs/source/support_matrix/support_matrix_merlin_tensorflow_inference.rst +++ b/docs/source/support_matrix/support_matrix_merlin_tensorflow_inference.rst @@ -4,5 +4,8 @@ Merlin TensorFlow Inference Support Matrix This container enables you to deploy NVTabular workflows and TensorFlow models to the Triton Inference Server for production. +TensorFlow is not included in the container. +The container includes a backend for TensorFlow that Triton Inference Server uses to execute TensorFlow models. + .. include:: ../generated/nvcr.io-nvidia-merlin-merlin-tensorflow-inference.rst