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Verify tenslorflow is using GPU

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ibrahim joseph answered on December 9, 2020 Popularity 8/10 Helpfulness 3/10

answer Verify tenslorflow is using GPU

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Verify tenslorflow is using GPU

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import tensorflow as tf

cifar = tf.keras.datasets.cifar100
(x_train, y_train), (x_test, y_test) = cifar.load_data()
model = tf.keras.applications.ResNet50(
    include_top=True,
    weights=None,
    input_shape=(32, 32, 3),
    classes=100,)

loss_fn = tf.keras.losses.SparseCategoricalCrossentropy(from_logits=True)
model.compile(optimizer="adam", loss=loss_fn, metrics=["accuracy"])
model.fit(x_train, y_train, epochs=5, batch_size=64)

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Source: developer.apple.com

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Contributed on Jan 01 2023

ibrahim joseph

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tensorflow check gpu

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tf.config.list_physical_devices('GPU')

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Source: Grepper

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Contributed on Dec 09 2020

Splendid Scarab

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check gpu in tensorflow

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# For tensorflow 2:
print("Num GPUs Available: ", len(tf.config.list_physical_devices('GPU')))

# For tensorflow 1:
sess = tf.Session(config=tf.ConfigProto(log_device_placement=True))

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Source: stackoverflow.com

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Contributed on Jul 22 2021

Lazy Lizard

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check if gpu is available tensorflow

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python -c "import tensorflow as tf; print(tf.config.list_physical_devices('GPU'))"

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Contributed on Mar 29 2023

_loganthx

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check whether gpu present tensorflow

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if not tf.config.list_physical_devices('GPU'):
    print("No GPU was detected. Neural nets can be very slow without a GPU.")
    if "google.colab" in sys.modules:
        print("Go to Runtime > Change runtime and select a GPU hardware "
              "accelerator.")
    if "kaggle_secrets" in sys.modules:
        print("Go to Settings > Accelerator and select GPU.")

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Tags: gpu python pyth

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Contributed on May 10 2023

VVY

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Verify tenslorflow is using GPU

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Verify tenslorflow is using GPU

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