Create distributed.md #3663

Job	Run time
compile-gguf (macos-14)	5m 27s
gather-models-cpu	10s
gather-models-gpu	14s
runner-aoti (16-core-ubuntu)	7m 10s
runner-aoti (macos-14-xlarge)	4m 6s
runner-et (16-core-ubuntu)	8m 45s
runner-et (macos-14-xlarge)	6m 34s
test-gguf-util (macos-14)	5m 24s
test-mps (macos-m1-stable)	1m 9s
test-mps-dtype (macos-m1-stable)	1m 36s
test-tinystories-executorch (16-core-ubuntu)	18m 34s
test-tinystories-executorch (macos-14-xlarge)	15m 56s
test-torchao-experimental (macos-14-xlarge)	11m 23s
test-torchao-experimental-mps (macos-m1-stable)	24s
torchchat-command-load-test (macos-14)	2m 57s
test-build-runner-et-android / linux-job	12m 25s
test-cpu-compile (x86_64, stories15M)	20m 7s
test-cpu-compile (aarch64, stories15M)	10m 25s
test-cpu-eval-sanity-check (x86_64, stories15M)	6m 53s
test-cpu-eval-sanity-check-float16 (x86_64, stories15M)	27m 32s
test-cpu-aoti (x86_64, stories15M)	17m 21s
test-cpu-eval-sanity-check (aarch64, stories15M)	9m 56s
test-cpu-eval-sanity-check-float16 (aarch64, stories15M)	8m 2s
test-cpu-aoti (aarch64, stories15M)	9m 34s
test-cpu-eval-sanity-check-float32 (x86_64, stories15M)	36m 24s
test-cpu-eval-sanity-check-float32 (aarch64, stories15M)	9m 42s
test-gpu-compile (cuda, stories15M) / linux-job	25m 31s
test-gpu-aoti-float32 (cuda, stories15M) / linux-job	13m 28s
test-gpu-aoti-float16 (cuda, stories15M) / linux-job	13m 38s
test-gpu-eval-sanity-check (cuda, stories15M) / linux-job	13m 29s
test-gpu-aoti-bfloat16 (cuda, stories15M) / linux-job	14m 38s
	5h 38m 54s

Provide feedback