ggml-webgpu : refactor several wgsl files and simplify flash_attn wgsl. (#26134)
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@@ -3221,17 +3221,17 @@ class ggml_webgpu_shader_lib {
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auto push_type_defines = [&](const char * prefix, ggml_type type) {
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std::string s_prefix = prefix;
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if (type == GGML_TYPE_F32) {
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defines.push_back(s_prefix + "_F32");
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defines.push_back(s_prefix + "=f32");
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} else if (type == GGML_TYPE_F16) {
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defines.push_back(s_prefix + "_F16");
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defines.push_back(s_prefix + "=f16");
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} else {
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GGML_ABORT("Unsupported type for CONV_2D shader");
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}
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};
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push_type_defines("WEIGHT", key.weight_type);
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push_type_defines("INPUT", key.input_type);
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push_type_defines("OUTPUT", key.output_type);
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push_type_defines("WEIGHT_TYPE", key.weight_type);
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push_type_defines("INPUT_TYPE", key.input_type);
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push_type_defines("OUTPUT_TYPE", key.output_type);
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defines.push_back(std::string("WG_SIZE=") + std::to_string(context.max_wg_size));
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@@ -3263,17 +3263,18 @@ class ggml_webgpu_shader_lib {
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auto push_type_defines = [&](const char * prefix, ggml_type type) {
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std::string s_prefix = prefix;
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if (type == GGML_TYPE_F32) {
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defines.push_back(s_prefix + "_F32");
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defines.push_back(s_prefix + "=f32");
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} else if (type == GGML_TYPE_F16) {
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defines.push_back(s_prefix + "_F16");
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defines.push_back(s_prefix + "=f16");
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} else {
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GGML_ABORT("Unsupported type for CONV_2D_DW shader");
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GGML_ABORT("Unsupported type for CONV_2D shader");
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}
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};
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push_type_defines("WEIGHT", key.weight_type);
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push_type_defines("INPUT", key.input_type);
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push_type_defines("OUTPUT", key.output_type);
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push_type_defines("WEIGHT_TYPE", key.weight_type);
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push_type_defines("INPUT_TYPE", key.input_type);
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push_type_defines("OUTPUT_TYPE", key.output_type);
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if (whcn) {
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defines.push_back("WHCN");
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}
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@@ -3304,16 +3305,16 @@ class ggml_webgpu_shader_lib {
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auto push_type_defines = [&](const char * prefix, ggml_type type) {
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std::string s_prefix = prefix;
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if (type == GGML_TYPE_F32) {
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defines.push_back(s_prefix + "_F32");
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defines.push_back(s_prefix + "=f32");
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} else if (type == GGML_TYPE_F16) {
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defines.push_back(s_prefix + "_F16");
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defines.push_back(s_prefix + "=f16");
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} else {
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GGML_ABORT("Unsupported type for IM2COL shader");
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}
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};
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push_type_defines("INPUT", key.input_type);
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push_type_defines("OUTPUT", key.output_type);
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push_type_defines("INPUT_TYPE", key.input_type);
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push_type_defines("OUTPUT_TYPE", key.output_type);
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defines.push_back(std::string("WG_SIZE=") + std::to_string(context.max_wg_size));
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