optima2005 commented on a change in pull request #4418: [RUNTIME] Add cudnn
conv3d
URL: https://github.com/apache/incubator-tvm/pull/4418#discussion_r352124471
##########
File path: src/runtime/contrib/cudnn/conv_forward.cc
##########
@@ -287,6 +355,91 @@ TVM_REGISTER_GLOBAL("tvm.contrib.cudnn.conv2d.find_algo")
}
ret[0] = best_algo;
+}
+
+
+TVM_REGISTER_GLOBAL("tvm.contrib.cudnn.conv.forward")
+.set_body([](TVMArgs args, TVMRetValue *ret) {
+ int mode = args[0];
+ int format = args[1];
+ int algo = args[2];
+ int dims = args[3];
+
+ Array<Expr> pads = args[4];
+ Array<Expr> strides = args[5];
+ Array<Expr> dilations = args[6];
+
+ std::vector<int> pad_v(dims), stride_v(dims), dilation_v(dims);
+
+ for (auto &pad : pads) {
+ int i = 0;
+ pad_v[i++] = pad.as<IntImm>()->value;
+ }
+ for (auto &stride : strides) {
+ int i = 0;
+ pad_v[i++] = strides.as<IntImm>()->value;
+ }
+ for (auto &dilation : dilations) {
+ int i = 0;
+ pad_v[i++] = dilations.as<IntImm>()->value;
+ }
+
+ DLTensor* x = args[7];
+ DLTensor* w = args[8];
+ DLTensor* y = args[9];
+ std::string conv_dtype = args[10];
+
+ ConvolutionForward(mode, format, algo, pad_v, stride_v, dilation_v,
+ x, w, y, conv_dtype);
+});
+
+
+TVM_REGISTER_GLOBAL("tvm.contrib.cudnn.conv.output_shape")
+.set_body([](TVMArgs args, TVMRetValue *ret) {
+ int format = args[0];
+ int dims = args[1];
+ int* pad = static_cast<int*>(static_cast<void*>(args[2]));
+ int* stride = static_cast<int*>(static_cast<void*>(args[3]));
+ int* dilation = static_cast<int*>(static_cast<void*>(args[4]));
+ int* x_dim = static_cast<int*>(static_cast<void*>(args[5]));
+ int* w_dim = static_cast<int*>(static_cast<void*>(args[6]));
+ std::vector<int> pad_v(pad, pad + dims);
+ std::vector<int> stride_v(stride, stride + dims);
+ std::vector<int> dilation_v(dilation, dilation + dims);
+ std::vector<int> x_dim_v(x_dim, x_dim + dims + 2);
+ std::vector<int> w_dim_v(w_dim, w_dim + dims + 2);
+
Review comment:
Originally I only use vector to handle the different tuple size for 2d and
3d. After we have unified all those 2d, 3d stuff, they replace most of the C
style arrays.
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