fix(dnn/cuda): use kernel parameter instead of user constant memory

GitOrigin-RevId: 6080b24cc850fcf28b29606967eb68338ff69a92

dnn/test/cuda/conv_bias_int8.cpp

@@ -6,7 +6,8 @@
  *
  * Unless required by applicable law or agreed to in writing,
  * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or
+ * implied.
  */
 #include "megdnn/oprs/nn.h"
 
@@ -37,7 +38,7 @@ std::vector<BenchArgs> get_resnet50_bench_args(size_t batch = 64) {
     args.emplace_back(BenchArgs{batch, 256, 56, 56, 32, 3, 1});
     args.emplace_back(BenchArgs{batch, 256, 56, 56, 32, 3, 2});
     args.emplace_back(BenchArgs{batch, 4, 256, 256, 32, 7, 2});
- 
+
     args.emplace_back(BenchArgs{batch, 256, 56, 56, 64, 1, 1});
     args.emplace_back(BenchArgs{batch, 64, 56, 56, 64, 1, 1});
     args.emplace_back(BenchArgs{batch, 64, 56, 56, 64, 3, 1});
@@ -614,11 +615,8 @@ TEST_F(CUDA, CONV_BIAS_INT8_CHWN4_HSWISH) {
     param.stride_h = param.stride_w = 1;
     param.format = param::ConvBias::Format::CHWN4;
     param.nonlineMode = param::ConvBias::NonlineMode::H_SWISH;
-    checker.set_param(param).execs({{4, 12, 12, 32, 4},
-                                    {4, 3, 3, 16, 4},
-                                    {4, 1, 1, 1, 4},
-                                    {},
-                                    {}});
+    checker.set_param(param).execs(
+            {{4, 12, 12, 32, 4}, {4, 3, 3, 16, 4}, {4, 1, 1, 1, 4}, {}, {}});
 }
 
 TEST_F(CUDA, CONV_BIAS_INT8_CHWN4_CHECK_BOUNDS) {
@@ -1076,7 +1074,6 @@ TEST_F(CUDA, CONV_BIAS_INT8_CHWN4_UNROLL_WIDTH_TENSORCORE_1x1_ALGO_2) {
 }
 
 
-
 #if CUDA_VERSION >= 10020
 /// \note: we only check several cases and block sizes in megdnn_test, the full
 /// testcases are written in cutlass repository
@@ -1234,8 +1231,7 @@ TEST_F(CUDA, BENCHMARK_CUTLASS_CONV_BIAS_INT8_NCHW4) {
             handle_cuda(), get_resnet50_bench_args(64),
             dtype::QuantizedS8{1.2f}, dtype::QuantizedS8{1.3f},
             dtype::QuantizedS32{1.2f * 1.3f}, dtype::QuantizedS8{1.0f},
-            "INT8_NCHW4_DOTPROD_IMPLICIT_GEMM",
-            param::ConvBias::Format::NCHW4);
+            "INT8_NCHW4_DOTPROD_IMPLICIT_GEMM", param::ConvBias::Format::NCHW4);
 }
 #endif
 }  // namespace test