[NPU] NPU quantization refactoring & more quantization formats support (#14504)

Co-authored-by: TamirBaydasov <mr.jeijy@gmail.com>
Co-authored-by: Tamir Baydasov <41994229+TamirBaydasov@users.noreply.github.com>
Co-authored-by: Савкин Артем <savkinartem@MacBook-Air-Viktoria.local>
Co-authored-by: Edward Shogulin <edward.shogulin@gmail.com>

test/srt/run_suite.py

@@ -160,6 +160,7 @@ suite_ascend = {
         TestFile("ascend/test_ascend_sampling_backend.py", 400),
         TestFile("ascend/test_ascend_tp1_bf16.py", 400),
         TestFile("ascend/test_ascend_compile_graph_tp1_bf16.py", 400),
+        TestFile("ascend/test_ascend_w8a8_quantization.py", 400),
         TestFile("test_embed_interpolate_unittest.py", 400),
     ],
     "per-commit-2-npu-a2": [
@@ -174,8 +175,9 @@ suite_ascend = {
         TestFile("ascend/test_ascend_tp4_bf16.py", 400),
     ],
     "per-commit-16-npu-a3": [
-        TestFile("ascend/test_ascend_deepep.py", 400),
-        TestFile("ascend/test_ascend_deepseek_mtp.py", 400),
+        TestFile("ascend/test_ascend_deepep.py", 3600),
+        TestFile("ascend/test_ascend_deepseek_mtp.py", 2800),
+        TestFile("ascend/test_ascend_w4a4_quantization.py", 600),
     ],
 }