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[Backport] Update Pallas user guide #7696

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[Backport] Update Pallas user guide

[Backport] Update Pallas user guide #7696

Run time

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Job Run time
Build XLA / build
54m 22s
Build & publish docs
0s
CPU tests / test (benchmark_tests)
9m 44s
CPU tests / test (cpp_tests1)
14m 17s
GPU tests / test (benchmark_tests)
12m 6s
CPU tests / test (cpp_tests2)
16m 19s
GPU tests / test (cpp_tests1)
16m 54s
CPU tests / test (python_tests, xla_op1)
19m 4s
GPU tests / test (cpp_tests2)
14m 44s
CPU tests / test (python_tests, xla_op2)
9m 36s
GPU tests / test (python_tests, xla_op1)
1h 11m 5s
CPU tests / test (python_tests, xla_op3)
11m 31s
CPU tests / test (python_tests, torch_mp_op)
24m 58s
GPU tests / test (python_tests, xla_op2)
47m 21s
GPU tests / test (python_tests, xla_op3)
50m 41s
GPU tests / test (python_tests, torch_mp_op)
1h 59m 56s
8h 12m 38s