added test to test-backend-ops

tests/test-backend-ops.cpp

@@ -1216,6 +1216,38 @@ struct test_pool2d : public test_case {
  }
 };
 
+// GGML_OP_CONV_TRANSPOSE_1D
+struct test_conv_transpose_1d : public test_case {
+
+ const std::array<int64_t, 4> ne_input;
+ const std::array<int64_t, 4> ne_kernel;
+
+ // stride
+ const int s0;
+ // padding
+ const int p0;
+ // dilation
+ const int d0;
+
+ std::string vars() override {
+ return VARS_TO_STR5(ne_input, ne_kernel, s0, p0, d0);
+ }
+
+ test_conv_transpose_1d(std::array<int64_t, 4> ne_input = {197, 32, 3, 1}, // [input_width, input_height, input_channels, 1]
+ std::array<int64_t, 4> ne_kernel = {16, 32, 32, 1}, // [kernel_width, kernel_height, input_channels, 1]
+ int s0 = 1, int p0 = 0, int d0 = 1)
+ : ne_input(ne_input), ne_kernel(ne_kernel), s0(s0), p0(p0), d0(d0) {}
+
+ ggml_tensor * build_graph(ggml_context * ctx) override {
+ ggml_tensor * input = ggml_new_tensor(ctx, GGML_TYPE_F32, 4, ne_input.data());
+ ggml_tensor * kernel = ggml_new_tensor(ctx, GGML_TYPE_F32, 4, ne_kernel.data());
+ ggml_tensor * out = ggml_conv_transpose_1d(ctx, kernel, input, s0, p0, d0);
+ return out;
+ }
+};
+
+
+
 // GGML_OP_IM2COL
 struct test_im2col : public test_case {
  const ggml_type type_input;
@@ -1229,7 +1261,7 @@ struct test_im2col : public test_case {
  // padding
  const int p0;
  const int p1;
- // dilatation
+ // dilation
  const int d0;
  const int d1;
  // mode
@@ -2026,6 +2058,9 @@ static bool test_backend(ggml_backend_t backend, test_mode mode, const char * op
  test_cases.emplace_back(new test_im2col(GGML_TYPE_F32, GGML_TYPE_F16, GGML_TYPE_F32));
  test_cases.emplace_back(new test_im2col(GGML_TYPE_F32, GGML_TYPE_F16, GGML_TYPE_F16));
 
+ test_cases.emplace_back(new test_im2col());
+
+
  test_cases.emplace_back(new test_repeat(GGML_TYPE_F32, {10, 10, 10, 10}, {1, 1, 1, 1}));
  test_cases.emplace_back(new test_repeat(GGML_TYPE_F32, {10, 10, 10, 10}, {2, 1, 1, 1}));
  test_cases.emplace_back(new test_repeat(GGML_TYPE_F32, {10, 10, 10, 10}, {1, 2, 1, 1}));