Tf.einsum('BNSK,BNTK->BNTS', a,b) # Notice in the output Einsum is placed on CPU.Įxecuting op Einsum in device /job:localhost/replica:0/task:0/device:CPU:0 Print('Num GPUs Available: ', len(tf.config.list_physical_devices('GPU')))Ī = tf.random.uniform(shape=, minval=0.0, maxval=100.0, dtype=float)ī = tf.random.uniform(shape=, minval=0.0, maxval=100.0, dtype=float) It can be reproduced with following code that logs device placement for tf.einsum. I tried forcing it on GPU, but does not work. This causes very low GPU utilization and slowness of the operation itself. And it's due to tf.einsum being placed on CPU instead of GPU. Store can also be found in-game.I found out that tf.einsum is extremely slow when running on Apple Silicone. You don’t need to pay to win-virtually all of the items in the Mann Co. Tweak your favorite class to suit your gameplay style and personal taste. There are hundreds of weapons, hats and more to collect, craft, buy and trade. Detailed training and offline practice modes will help you hone your skills before jumping into one of TF2’s many game modes, including Capture the Flag, Control Point, Payload, Arena, King of the Hill and more. No matter what your style and experience, we’ve got a character for you. Nine distinct classes provide a broad range of tactical abilities and personalities, and lend themselves to a variety of player skills. One of the most popular online action games of all time, Team Fortress 2 delivers constant free updates-new game modes, maps, equipment and, most importantly, hats. The most highly-rated free game of all time! There’s no catch! Play as much as you want, as long as you like! 'The most fun you can have online' - PC Gamer

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