#1683: Updated memory collection and report of dram and l1 using new metal APIs

[tapspatel]

This will dump a memory json report after every op execution with the following structure for every device in meshDevice

"0": {
        "loc": "loc(\"/code/tt-mlir/build/test/ttmlir/Silicon/TTNN/perf_unit/Output/test_perf_and.mlir.tmp.mlir\":9:10)",
        "debug_str": "%0 = \"ttnn.get_device\"() <{mesh_shape = #ttnn<mesh_shape 1x1>}> : () -> !tt.device<<workerGrid = #tt.grid<8x8, (d0, d1) -> (0, d0, d1)>, l1Map = (d0, d1)[s0, s1] -> (0, d0 floordiv s0, d1 floordiv s1, (d0 mod s0) * s1 + d1 mod s1), dramMap = (d0, d1)[s0, s1] -> (0, 0, ((((d0 floordiv s0) * 8 + d1 floordiv s1) * (s1 * s0) + (d0 mod s0) * s1 + d1 mod s1) floordiv 8192) mod 12, (((d0 floordiv s0) * 8 + d1 floordiv s1) * (s1 * s0) + (d0 mod s0) * s1 + d1 mod s1) floordiv 98304 + (((d0 floordiv s0) * 8 + d1 floordiv s1) * (s1 * s0) + (d0 mod s0) * s1 + d1 mod s1) mod 8192), meshShape = , chipIds = [0]>> loc(\"/code/tt-mlir/build/test/ttmlir/Silicon/TTNN/perf_unit/Output/test_perf_and.mlir.tmp.mlir\":9:10)",
        "dram": {
            "device_0": {
                "num_banks": 12,
                "bytes_allocatable_per_bank": 1073741792,
                "bytes_allocated_per_bank": 0,
                "bytes_free_per_bank": 1073741792,
                "total_bytes_allocatable": 12884901504,
                "total_bytes_allocated": 0,
                "total_bytes_free": 12884901504,
                "largest_contiguous_bytes_free_per_bank": 1073741792,
                "block_table": [
                    {
                        "allocated": "no",
                        "nextID": "-1",
                        "prevID": "-1",
                        "size": "1073741792",
                        "address": "0",
                        "blockID": "0"
                    }
                ]
            }
        },
        "l1": {
            "device_0": {
                "num_banks": 64,
                "bytes_allocatable_per_bank": 1367264,
                "bytes_allocated_per_bank": 0,
                "bytes_free_per_bank": 1367264,
                "total_bytes_allocatable": 87504896,
                "total_bytes_allocated": 0,
                "total_bytes_free": 87504896,
                "largest_contiguous_bytes_free_per_bank": 1367264,
                "block_table": [
                    {
                        "allocated": "no",
                        "nextID": "-1",
                        "prevID": "-1",
                        "size": "1367264",
                        "address": "0",
                        "blockID": "0"
                    }
                ]
            }
        }
    },

[tapspatel]

Dependent on: tenstorrent/tt-metal#16368

[tapspatel]

updated APIs to print dram, l1, l1_small and trace memory dumps

[kmabeeTT]

Thanks, Taps!