Available Amazon SageMaker Kernels
The following Amazon SageMaker kernels are available in Studio. The name in parentheses is the SageMaker image hosting the kernel.
Data Science
is a conda
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Python 3 (Base Python) with Python 3.6
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Python 3 (Base Python 2.0) with Python 3.8
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Python 3 (Data Science) with Python 3.7
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Python 3 (Data Science 2.0) with Python 3.8
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PySpark (SparkMagic) with Python 3.7
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Spark (SparkMagic) with Python 3.7
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Python 3 (MXNet 1.6 Python 3.6 CPU Optimized)
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Python 3 (MXNet 1.6 Python 3.6 GPU Optimized)
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Python 3 (MXNet 1.8 Python 3.7 CPU Optimized)
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Python 3 (MXNet 1.8 Python 3.7 GPU Optimized)
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Python 3 (MXNet 1.8 Python 3.8 CPU Optimized)
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Python 3 (MXNet 1.8 Python 3.8 GPU Optimized)
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Python 3 (PyTorch 1.10 Python 3.8 CPU Optimized)
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Python 3 (PyTorch 1.10 Python 3.8 GPU Optimized)
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Python 3 (PyTorch 1.4 Python 3.6 CPU Optimized)
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Python 3 (PyTorch 1.4 Python 3.6 GPU Optimized)
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Python 3 (PyTorch 1.6 Python 3.6 CPU Optimized)
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Python 3 (PyTorch 1.6 Python 3.6 GPU Optimized)
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Python 3 (PyTorch 1.8 Python 3.6 CPU Optimized)
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Python 3 (PyTorch 1.8 Python 3.6 GPU Optimized)
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Python 3 (SageMaker JumpStart Data Science 1.0) with Python 3.7
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Python 3 (SageMaker JumpStart MXNet 1.0) with Python 3.7
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Python 3 (SageMaker JumpStart PyTorch 1.0) with Python 3.7
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Python 3 (SageMaker JumpStart TensorFlow 1.0) with Python 3.7
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Python 3 (TensorFlow 1.15 Python 3.6 CPU Optimized)
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Python 3 (TensorFlow 1.15 Python 3.6 GPU Optimized)
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Python 3 (TensorFlow 1.15 Python 3.7 CPU Optimized)
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Python 3 (TensorFlow 1.15 Python 3.7 GPU Optimized)
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Python 3 (TensorFlow 2.1 Python 3.6 CPU Optimized)
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Python 3 (TensorFlow 2.1 Python 3.6 GPU Optimized)
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Python 3 (TensorFlow 2.3 Python 3.7 CPU Optimized)
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Python 3 (TensorFlow 2.3 Python 3.7 GPU Optimized)
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Python 3 (TensorFlow 2.6 Python 3.8 CPU Optimized)
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Python 3 (TensorFlow 2.6 Python 3.8 GPU Optimized)