Maxpool Config Support Needed for YoloV4

[saichandax]

Maxpool variant in YoloV4 Neck Sub-Module fails ,

 "act_shape, kernel_size, padding, stride",
    [
        ((1, 512, 10, 10), (5, 5), (2, 2), (1, 1)),  # Pcc drop ~0.74
         ((1, 512, 10, 10), (9, 9), (4, 4), (1, 1)), #hang issue
        ((1, 512, 10, 10), (13, 13), (6, 6), (1, 1)),  # statical buffer issue
    ],

To run the unit test, Use the following steps:

• Checkout to ankit/maxpool_unittest_error branch.
• Run pytest tests/ttnn/unit_tests/operations/test_max_pool2d.py::test_run_max_pool_yolov4

Note: The second configuration is commented in unit test as it hangs. To test it please uncomment the line.

[ankitmcw]

Op report: ops_perf_results_yolov4_maxpool_2024_04_23_08_57_22.csv

[punithsekar]

Currently we face the following issues,

 "act_shape, kernel_size, padding, stride",
    [
        ((1, 512, 10, 10), (5, 5), (2, 2), (1, 1)),  # Pcc drop ~0.74
         ((1, 512, 10, 10), (9, 9), (4, 4), (1, 1)), #hang issue
        ((1, 512, 10, 10), (13, 13), (6, 6), (1, 1)),  # statical buffer issue
    ],

To run the unit test, Use the following steps:

• Checkout to ankit/maxpool_unittest_error branch.
• Run pytest tests/ttnn/unit_tests/operations/test_max_pool2d.py::test_run_max_pool_yolov4

Note: The second configuration is commented in unit test as it hangs. To test it please uncomment the line.

[mywoodstock]

this is done.