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May 6, 2020
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feature: PyTorch 1.5.0 support #1460

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2 changes: 1 addition & 1 deletion README.rst
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Expand Up @@ -246,7 +246,7 @@ PyTorch SageMaker Estimators

With PyTorch SageMaker Estimators, you can train and host PyTorch models on Amazon SageMaker.

Supported versions of PyTorch: ``0.4.0``, ``1.0.0``, ``1.1.0``, ``1.2.0``, ``1.3.1``, ``1.4.0``.
Supported versions of PyTorch: ``0.4.0``, ``1.0.0``, ``1.1.0``, ``1.2.0``, ``1.3.1``, ``1.4.0``, ``1.5.0``.

Supported versions of PyTorch for Elastic Inference: ``1.3.1``.

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2 changes: 1 addition & 1 deletion doc/using_pytorch.rst
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Expand Up @@ -4,7 +4,7 @@ Using PyTorch with the SageMaker Python SDK

With PyTorch Estimators and Models, you can train and host PyTorch models on Amazon SageMaker.

Supported versions of PyTorch: ``0.4.0``, ``1.0.0``, ``1.1.0``, ``1.2.0``, ``1.3.1``, ``1.4.0``.
Supported versions of PyTorch: ``0.4.0``, ``1.0.0``, ``1.1.0``, ``1.2.0``, ``1.3.1``, ``1.4.0``, ``1.5.0``.

Supported versions of PyTorch for Elastic Inference: ``1.3.1``.

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84 changes: 44 additions & 40 deletions src/sagemaker/pytorch/README.rst
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Expand Up @@ -4,7 +4,7 @@ SageMaker PyTorch Estimators and Models

With PyTorch Estimators and Models, you can train and host PyTorch models on Amazon SageMaker.

Supported versions of PyTorch: ``0.4.0``, ``1.0.0``, ``1.1.0``, ``1.2.0``, ``1.3.1``, ``1.4.0``.
Supported versions of PyTorch: ``0.4.0``, ``1.0.0``, ``1.1.0``, ``1.2.0``, ``1.3.1``, ``1.4.0``, ``1.5.0``.

Supported versions of PyTorch for Elastic Inference: ``1.3.1``.

Expand Down Expand Up @@ -39,45 +39,49 @@ This Python version applies to both the Training Job, created by fit, and the En

The PyTorch Docker images have the following dependencies installed:

+---------------------------------------+---------------+----------------+---------------+-----------------+---------------------+---------------------+
| Dependencies | pytorch 0.4.0 | pytorch 1.0.0 | pytorch 1.1.0 | pytorch 1.2.0 | pytorch 1.3.1 | pytorch 1.4.0 |
+---------------------------------------+---------------+----------------+---------------+-----------------+---------------------+---------------------+
| boto3 | >=1.7.35 | >=1.9.11 | 1.9.82 | 1.9.249 | 1.10.34 | 1.12.4 |
+---------------------------------------+---------------+----------------+---------------+-----------------+---------------------+---------------------+
| botocore | >=1.10.35 | >=1.12.11 | >= 1.12.11 | 1.12.249 | 1.13.34 | 1.15.4 |
+---------------------------------------+---------------+----------------+---------------+-----------------+---------------------+---------------------+
| CUDA (GPU image only) | 9.0 | 9.0 | 10.1 | 10.0 | 10.1 | 10.1 |
+---------------------------------------+---------------+----------------+---------------+-----------------+---------------------+---------------------+
| numpy | >=1.14.3 | >=1.15.2 | 1.16.4 | 1.16.4 | 1.16.4 | 1.16.4 |
+---------------------------------------+---------------+----------------+---------------+-----------------+---------------------+---------------------+
| Pillow | >=5.1.0 | >=5.2.0 | 6.0.0 | 5.4.1 | 6.2.1 | 6.2.0 |
+---------------------------------------+---------------+----------------+---------------+-----------------+---------------------+---------------------+
| pip | >=10.0.1 | >=18.0 | >=18.0 | 19.3 | 19.3.1 | 20.0.2 |
+---------------------------------------+---------------+----------------+---------------+-----------------+---------------------+---------------------+
| python-dateutil | >=2.7.3 | >=2.7.3 | >=2.7.3 | 2.8.0 | 2.8.0 | 2.8.1 |
+---------------------------------------+---------------+----------------+---------------+-----------------+---------------------+---------------------+
| retrying | >=1.3.3 | >=1.3.3 | 1.3.3 | 1.3.3 | 1.3.3 | 1.3.3 |
+---------------------------------------+---------------+----------------+---------------+-----------------+---------------------+---------------------+
| s3transfer | >=0.1.13 | >=0.1.13 | >=0.1.13 | 0.2.1 | 0.2.1 | 0.3.3 |
+---------------------------------------+---------------+----------------+---------------+-----------------+---------------------+---------------------+
| sagemaker-containers | >=2.1.0 | >=2.1.0 | 2.4.10.post0 | 2.5.4 | 2.5.4 | 2.5.4 |
+---------------------------------------+---------------+----------------+---------------+-----------------+---------------------+---------------------+
| sagemaker-inference (inference only) | N/A | N/A | N/A | N/A | 1.1.2 | 1.1.2 |
+---------------------------------------+---------------+----------------+---------------+-----------------+---------------------+---------------------+
| sagemaker-pytorch-container | 1.0 | 1.1 | 1.2 | 1.2 | 1.3 | N/A |
+---------------------------------------+---------------+----------------+---------------+-----------------+---------------------+---------------------+
| sagemaker-pytorch-inference | N/A | N/A | N/A | N/A | N/A | 1.1.2 |
+---------------------------------------+---------------+----------------+---------------+-----------------+---------------------+---------------------+
| setuptools | >=39.2.0 | >=40.4.3 | >=40.4.3 | 41.4.0 | 42.0.2.post20191203 | N/A |
+---------------------------------------+---------------+----------------+---------------+-----------------+---------------------+---------------------+
| six | >=1.11.0 | >=1.11.0 | 1.12.0 | 1.12.0 | 1.12.0 | 1.12.0 |
+---------------------------------------+---------------+----------------+---------------+-----------------+---------------------+---------------------+
| torch | 0.4.0 | 1.0.0 | 1.1.0 | 1.2.0 | 1.3.1 | 1.4.0 |
+---------------------------------------+---------------+----------------+---------------+-----------------+---------------------+---------------------+
| torchvision | 0.2.1 | 0.2.1 | 0.3.0 | 0.4.0a0+9232c4a | 0.4.2 | 0.5.0 |
+---------------------------------------+---------------+----------------+---------------+-----------------+---------------------+---------------------+
| Python | 2.7 or 3.5 | 2.7 or 3.6 | 2.7 or 3.6 | 2.7 or 3.6 | 2.7 or 3.6 | 2.7 or 3.6 |
+---------------------------------------+---------------+----------------+---------------+-----------------+---------------------+---------------------+
+---------------------------------------+---------------+----------------+---------------+-----------------+---------------------+---------------------+---------------------+
| Dependencies | pytorch 0.4.0 | pytorch 1.0.0 | pytorch 1.1.0 | pytorch 1.2.0 | pytorch 1.3.1 | pytorch 1.4.0 | pytorch 1.5.0 |
+---------------------------------------+---------------+----------------+---------------+-----------------+---------------------+---------------------+---------------------+
| boto3 | >=1.7.35 | >=1.9.11 | 1.9.82 | 1.9.249 | 1.10.34 | 1.12.4 | 1.10.32 |
+---------------------------------------+---------------+----------------+---------------+-----------------+---------------------+---------------------+---------------------+
| botocore | >=1.10.35 | >=1.12.11 | >= 1.12.11 | 1.12.249 | 1.13.34 | 1.15.4 | 1.16.3 |
+---------------------------------------+---------------+----------------+---------------+-----------------+---------------------+---------------------+---------------------+
| CUDA (GPU image only) | 9.0 | 9.0 | 10.1 | 10.0 | 10.1 | 10.1 | 10.1 |
+---------------------------------------+---------------+----------------+---------------+-----------------+---------------------+---------------------+---------------------+
| numpy | >=1.14.3 | >=1.15.2 | 1.16.4 | 1.16.4 | 1.16.4 | 1.16.4 | 1.16.4 |
+---------------------------------------+---------------+----------------+---------------+-----------------+---------------------+---------------------+---------------------+
| Pillow | >=5.1.0 | >=5.2.0 | 6.0.0 | 5.4.1 | 6.2.1 | 6.2.0 | 7.1.0 |
+---------------------------------------+---------------+----------------+---------------+-----------------+---------------------+---------------------+---------------------+
| pip | >=10.0.1 | >=18.0 | >=18.0 | 19.3 | 19.3.1 | 20.0.2 | 20.0.2 |
+---------------------------------------+---------------+----------------+---------------+-----------------+---------------------+---------------------+---------------------+
| python-dateutil | >=2.7.3 | >=2.7.3 | >=2.7.3 | 2.8.0 | 2.8.0 | 2.8.1 | 2.8.1 |
+---------------------------------------+---------------+----------------+---------------+-----------------+---------------------+---------------------+---------------------+
| retrying | >=1.3.3 | >=1.3.3 | 1.3.3 | 1.3.3 | 1.3.3 | 1.3.3 | 1.3.3 |
+---------------------------------------+---------------+----------------+---------------+-----------------+---------------------+---------------------+---------------------+
| s3transfer | >=0.1.13 | >=0.1.13 | >=0.1.13 | 0.2.1 | 0.2.1 | 0.3.3 | 0.3.3 |
+---------------------------------------+---------------+----------------+---------------+-----------------+---------------------+---------------------+---------------------+
| sagemaker-containers | >=2.1.0 | >=2.1.0 | 2.4.10.post0 | 2.5.4 | 2.5.4 | 2.5.4 | N/A |
+---------------------------------------+---------------+----------------+---------------+-----------------+---------------------+---------------------+---------------------+
| sagemaker-training (training only) | N/A | N/A | N/A | N/A | N/A | N/A | >=3.4.2 |
+---------------------------------------+---------------+----------------+---------------+-----------------+---------------------+---------------------+---------------------+
| sagemaker-inference (inference only) | N/A | N/A | N/A | N/A | 1.1.2 | 1.1.2 | >=1.2.2 |
+---------------------------------------+---------------+----------------+---------------+-----------------+---------------------+---------------------+---------------------+
| sagemaker-pytorch-container | 1.0 | 1.1 | 1.2 | 1.2 | 1.3 | N/A | N/A |
+---------------------------------------+---------------+----------------+---------------+-----------------+---------------------+---------------------+---------------------+
| sagemaker-pytorch-training | N/A | N/A | N/A | N/A | N/A | N/A | >=2.1.1 |
+---------------------------------------+---------------+----------------+---------------+-----------------+---------------------+---------------------+---------------------+
| sagemaker-pytorch-inference | N/A | N/A | N/A | N/A | N/A | 1.1.2 | >=1.2.2 |
+---------------------------------------+---------------+----------------+---------------+-----------------+---------------------+---------------------+---------------------+
| setuptools | >=39.2.0 | >=40.4.3 | >=40.4.3 | 41.4.0 | 42.0.2.post20191203 | N/A | 46.1.3 |
+---------------------------------------+---------------+----------------+---------------+-----------------+---------------------+---------------------+---------------------+
| six | >=1.11.0 | >=1.11.0 | 1.12.0 | 1.12.0 | 1.12.0 | 1.12.0 | >=1.12.0 |
+---------------------------------------+---------------+----------------+---------------+-----------------+---------------------+---------------------+---------------------+
| torch | 0.4.0 | 1.0.0 | 1.1.0 | 1.2.0 | 1.3.1 | 1.4.0 | 1.5.0 |
+---------------------------------------+---------------+----------------+---------------+-----------------+---------------------+---------------------+---------------------+
| torchvision | 0.2.1 | 0.2.1 | 0.3.0 | 0.4.0a0+9232c4a | 0.4.2 | 0.5.0 | 0.6.0 |
+---------------------------------------+---------------+----------------+---------------+-----------------+---------------------+---------------------+---------------------+
| Python | 2.7 or 3.5 | 2.7 or 3.6 | 2.7 or 3.6 | 2.7 or 3.6 | 2.7 or 3.6 | 2.7 or 3.6 | 3.6 |
+---------------------------------------+---------------+----------------+---------------+-----------------+---------------------+---------------------+---------------------+

The Docker images extend Ubuntu 16.04.

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2 changes: 1 addition & 1 deletion src/sagemaker/pytorch/defaults.py
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Expand Up @@ -18,7 +18,7 @@
The default version is no longer updated so as to not break existing workflows.
"""

LATEST_VERSION = "1.4.0"
LATEST_VERSION = "1.5.0"
"""The latest version of PyTorch included in the SageMaker pre-built Docker images."""

PYTHON_VERSION = "py3"
Expand Down