Update FBGEMM_GPU_VERSION to 1.7.0 (#8101)

Update FBGEMM_GPU_VERSION to 1.7.0 ([Release
note](https://github.com/pytorch/FBGEMM/releases/tag/v1.7.0))
Aligns with PyTorch 2.12.x.

Author: gchalump

release/release_versions.sh

@@ -15,7 +15,7 @@ TORCH_TENSORRT_RTX_VERSION=${TORCH_TENSORRT_VERSION}
 TORCHAO_VERSION=${TORCHAO_VERSION:-0.17.0}
 TORCHDATA_VERSION=${TORCHDATA_VERSION:-0.11.0}
 TORCHTUNE_VERSION=${TORCHTUNE_VERSION:-0.2.1}
-FBGEMM_GPU_VERSION=${FBGEMM_GPU_VERSION:-1.6.0}
+FBGEMM_GPU_VERSION=${FBGEMM_GPU_VERSION:-1.7.0}
 FBGEMM_GPU_GENAI_VERSION=${FBGEMM_GPU_VERSION}
 MSLK_VERSION=${MSLK_VERSION:-1.1.1}
 FLASH_ATTN_3_VERSION=${FLASH_ATTN_3_VERSION:-3.0.0}