Tomato plant blooms, but no tomatoes

I live in the west Texas desert and have surprisingly grown a big beautiful tomato plant. It has blooms like crazy, but despite fertilizing and applying bloom set, I'm still not getting any tomatoes. Could it just be too hot (~100') to get fruit to grow?

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