ttnn.conv2d fails with statically allocated circular buffer issue

[keerthana-r-mcw]

Describe the bug
ttnn.conv2d is failing with Statically allocated circular buffers in the unit test of SDXL_Turbo model for the resolution 1024x1024 when memory config is set to ttnn.L1_MEMORY_CONFIG
To Reproduce
Steps to reproduce the behavior:

1. Checkout keerthanar/sdxl_turbo_unit_test
2. Run the following command,
   pytest tests/ttnn/unit_tests/operations/test_new_conv2d.py::test_conv_sdxl_turbo_1024x1024_l1_failing_case
3. The test will fail with the following error will occur,
   RuntimeError: TT_THROW @ ../tt_metal/impl/program/program.cpp:839: tt::exception E info: E Statically allocated circular buffers in program 23 clash with L1 buffers on core range [(x=0,y=0) - (x=7,y=6)]. L1 buffer allocated at 265216 and static circular buffer region ends at 356448

Please complete the following environment information:
WH (n150)

[pavlejosipovic]

@keerthana-r-mcw One way to work around this is to set deallocate_activation and reallocate_halo_output to True
I've tested that out and pushed code here.
https://github.com/tenstorrent/tt-metal/tree/pjosipovic/sdxi_turbo_unit_test

[keerthana-r-mcw]

@pavlejosipovic test got passed. Thanks