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Method exec

dnn/src/cuda/conv_bias/inplace_matmul.cpp:30–60  ·  view source on GitHub ↗

Source from the content-addressed store, hash-verified

28}
29
30void ConvBiasForwardImpl::AlgoInplaceMatmul::exec(const ExecArgs& args) const {
31 WorkspaceBundle bundle{args.workspace.raw_ptr, {get_workspace_in_bytes(args)}};
32 TensorND conv_dst_tensor = *args.dst_tensor;
33 if (args.dst_layout->dtype.enumv() != args.bias_layout->dtype.enumv()) {
34 conv_dst_tensor = TensorND{bundle.get(0), args.dst_tensor->layout};
35 conv_dst_tensor.layout.dtype = DType();
36 args.opr->check_or_deduce_dtype_fwd(
37 args.src_layout->dtype, args.filter_layout->dtype,
38 conv_dst_tensor.layout.dtype);
39 }
40
41 {
42 auto&& fm = args.filter_meta;
43 size_t N = args.src_layout->shape[0], IC = fm.icpg,
44 IH = args.src_layout->shape[2], IW = args.src_layout->shape[3],
45 OC = fm.ocpg, OH = conv_dst_tensor.layout.shape[2],
46 OW = conv_dst_tensor.layout.shape[3], FH = fm.spatial[0],
47 FW = fm.spatial[1];
48 auto stream = args.handle->stream();
49 conv_bias::exec_inplace_matmul_fwd(
50 args.src_tensor->ptr<dt_float32>(),
51 args.filter_tensor->ptr<dt_float32>(),
52 conv_dst_tensor.ptr<dt_float32>(), N, args.src_layout->stride[0],
53 conv_dst_tensor.layout.stride[0], IC, IH, IW, OC, OH, OW, FH, FW,
54 fm.padding[0], fm.padding[1], fm.stride[0], fm.stride[1],
55 !fm.should_flip, stream);
56 }
57 handle_bias_and_nonlinear(
58 args.handle, args.nonlinear_mode, &conv_dst_tensor, args.dst_tensor,
59 args.bias_tensor);
60}
61
62// vim: syntax=cpp.doxygen

Callers

nothing calls this directly

Calls 7

DTypeClass · 0.85
get_workspace_in_bytesFunction · 0.50
enumvMethod · 0.45
getMethod · 0.45
streamMethod · 0.45

Tested by

no test coverage detected