fix(mgb/dnn): fix cudnnConvBiasActivation crash on nchw32 int8 with oc > 256

GitOrigin-RevId: 20c0b90575

dnn/src/cuda/conv_bias/cudnn_conv_bias_activation.cpp

@@ -50,7 +50,11 @@ bool ConvBiasForwardImpl::AlgoCUDNNConvBiasActivation::is_available(
 
 #if (CUDNN_MAJOR == 8 && CUDNN_MINOR < 2)
     if (m_cudnn_enum == CUDNN_CONVOLUTION_FWD_ALGO_IMPLICIT_PRECOMP_GEMM &&
-        param.format == param::ConvBias::Format::NCHW4 &&
+        (param.format == param::ConvBias::Format::NCHW4
+#if (CUDNN_VERSION == 8004)
+         || param.format == param::ConvBias::Format::NCHW32
+#endif
+         ) &&
         args.filter_meta.group * args.filter_meta.ocpg > 256 &&
         args.src_layout->dtype.enumv() == DTypeEnum::QuantizedS8 &&
         args.filter_layout->dtype.enumv() == DTypeEnum::QuantizedS8) {

dnn/src/cuda/cudnn_wrapper.cpp

@@ -498,7 +498,7 @@ const std::unordered_map<cudnnConvolutionFwdAlgo_t, CudnnAlgoPack::Attr> CudnnAl
     static const std::unordered_map<cudnnConvolutionFwdAlgo_t, CudnnAlgoPack::Attr>
             algos = {
                 DEF_ALGO(CUDNN_CONVOLUTION_FWD_ALGO_IMPLICIT_GEMM, true, false),
-#if CUDNN_VERSION == 8004
+#if (CUDNN_VERSION >= 8000 && CUDNN_VERSION <= 8201)
                 DEF_ALGO(CUDNN_CONVOLUTION_FWD_ALGO_IMPLICIT_PRECOMP_GEMM, true, true),
 #else
                 DEF_ALGO(CUDNN_CONVOLUTION_FWD_ALGO_IMPLICIT_PRECOMP_GEMM, true, false),

dnn/test/cuda/conv_bias.cpp

@@ -1223,8 +1223,8 @@ TEST_F(CUDA, CONV_BIAS_FORWARD_TENSORCORE_INT8) {
                     for (size_t fh : {3, 5, 7}) {
                         for (int ph : {static_cast<int>(fh / 2), 0}) {
                             for (int sh : {1, 2}) {
-                                for (size_t ih : {9, 11, 12, 13, 16}) {
-                                    for (size_t iw : {8, 27, 32, 40}) {
+                                for (size_t ih : {9, 11, 12}) {
+                                    for (size_t iw : {8, 27, 32}) {
                                         param.nonlineMode = mode;
                                         param.stride_h = param.stride_w = sh;
                                         param.pad_h = param.pad_w = ph;
@@ -1268,6 +1268,29 @@ TEST_F(CUDA, CONV_BIAS_FORWARD_TENSORCORE_INT8) {
             }
         }
     }
+    {  //! convbiasactivation algo crash when oc > 256 && cudnn v8.0.4
+        param.nonlineMode = NonlineMode::RELU;
+        param.stride_h = param.stride_w = 1;
+        param.pad_h = param.pad_w = 0;
+
+        checker.set_dtype(0, dtype::QuantizedS8(1.3f))
+                .set_dtype(1, dtype::QuantizedS8(1.3f))
+                .set_dtype(2, dtype::QuantizedS32(1.3f * 1.3f))
+                .set_dtype(3, dtype::QuantizedS8(1.7f))
+
+                .set_dtype(4, dtype::QuantizedS8(1.2f * 1.2f))
+                .set_rng(0, &int_rng)
+                .set_rng(1, &int_rng)
+                .set_rng(2, &int_rng)
+                .set_rng(3, &int_rng)
+                .set_epsilon(1 + 1e-3)
+                .set_param(param)
+                .execs({{2, 8, 12, 12, 32},
+                        {512, 8, 1, 1, 32},
+                        {1, 16, 1, 1, 32},
+                        {},
+                        {}});
+    }
 }
 
 #if MEGDNN_WITH_BENCHMARK