tinyengine_status convolution_s8_kernel3x3_stride2_pad1x1_input3(q7_t *input, const uint16_t input_x, const uint16_t input_y,
				const uint16_t input_ch, const q7_t *kernel, const int32_t *bias,
				const int32_t *output_shift, const int32_t *output_mult,
				const int32_t output_offset, const int32_t input_offset,
				const int32_t output_activation_min,
				const int32_t output_activation_max, q7_t *output,
				const uint16_t output_x, const uint16_t output_y,
				const uint16_t output_ch, q15_t *runtime_buf, q7_t pad_value);
tinyengine_status depthwise_kernel3x3_stride1_inplace_CHW(q7_t *input, const uint16_t input_x, const uint16_t input_y,
				const uint16_t input_ch, const q7_t *kernel, const int32_t *bias, const int32_t *biasR,
				const int32_t *output_shift, const int32_t *output_mult,
				const int32_t output_offset, const int32_t input_offset,
				const int32_t output_activation_min,
				const int32_t output_activation_max, q7_t *output,
				const uint16_t output_x, const uint16_t output_y,
				const uint16_t output_ch, q15_t *runtime_buf, q7_t pad_value);
tinyengine_status depthwise_kernel3x3_stride2_inplace_CHW(q7_t *input, const uint16_t input_x, const uint16_t input_y,
				const uint16_t input_ch, const q7_t *kernel, const int32_t *bias, const int32_t *biasR,
				const int32_t *output_shift, const int32_t *output_mult,
				const int32_t output_offset, const int32_t input_offset,
				const int32_t output_activation_min,
				const int32_t output_activation_max, q7_t *output,
				const uint16_t output_x, const uint16_t output_y,
				const uint16_t output_ch, q15_t *runtime_buf, q7_t pad_value);