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43 changes: 28 additions & 15 deletions kernels/portable/cpu/op_convolution_backward.cpp
Original file line number Diff line number Diff line change
Expand Up @@ -34,7 +34,7 @@ bool check_convolution_backward_args(
bool transposed,
IntArrayRef output_padding,
int64_t groups,
ET_UNUSED executorch::aten::ArrayRef<bool> output_mask,
executorch::aten::ArrayRef<bool> output_mask,
Tensor& grad_input,
Tensor& grad_weight,
Tensor& grad_bias) {
Expand All @@ -45,9 +45,18 @@ bool check_convolution_backward_args(

ET_LOG_AND_RETURN_IF_FALSE(tensors_have_same_dtype(weight, input));
ET_LOG_AND_RETURN_IF_FALSE(tensors_have_same_dtype(grad_output, input));
ET_LOG_AND_RETURN_IF_FALSE(tensors_have_same_dtype(grad_input, input));
ET_LOG_AND_RETURN_IF_FALSE(tensors_have_same_dtype(grad_weight, input));
ET_LOG_AND_RETURN_IF_FALSE(tensors_have_same_dtype(grad_bias, input));

if (output_mask[0]) {
ET_LOG_AND_RETURN_IF_FALSE(tensors_have_same_dtype(grad_input, input));
}

if (output_mask[1]) {
ET_LOG_AND_RETURN_IF_FALSE(tensors_have_same_dtype(grad_weight, input));
}

if (output_mask[2]) {
ET_LOG_AND_RETURN_IF_FALSE(tensors_have_same_dtype(grad_bias, input));
}

ET_LOG_MSG_AND_RETURN_IF_FALSE(
check_convolution_args(
Expand Down Expand Up @@ -267,19 +276,23 @@ std::tuple<Tensor&, Tensor&, Tensor&> convolution_backward_out(
InvalidArgument,
ret_val);

ET_KERNEL_CHECK(
ctx,
resize_tensor(grad_input, input.sizes()) == Error::Ok,
InvalidArgument,
ret_val);
if (output_mask[0]) {
ET_KERNEL_CHECK(
ctx,
resize_tensor(grad_input, input.sizes()) == Error::Ok,
InvalidArgument,
ret_val);
}

ET_KERNEL_CHECK(
ctx,
resize_tensor(grad_weight, weight.sizes()) == Error::Ok,
InvalidArgument,
ret_val);
if (output_mask[1]) {
ET_KERNEL_CHECK(
ctx,
resize_tensor(grad_weight, weight.sizes()) == Error::Ok,
InvalidArgument,
ret_val);
}

if (bias_sizes_opt.has_value()) {
if (bias_sizes_opt.has_value() && output_mask[2]) {
ET_KERNEL_CHECK(
ctx,
resize_tensor(grad_bias, bias_sizes_opt.value()) == Error::Ok,
Expand Down
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