Enable half precision convolution for the CPU and GPU backends.
Enhance the CPU IR emitter to support F16 dot operation and convolution operation. Add a CPU runtime implementation for F16 convolution. Enhance the GPU backend to handle F16 convolution thunk. Convert some F32 xla convolution tests to support both F32 and F16 and disable the tests for the CPU backend due to b/72509305. PiperOrigin-RevId: 185862438
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