#ifdef MNN_SUPPORT_FP16 #pragma OPENCL EXTENSION cl_khr_fp16 : enable #endif #define PI 3.141592653589f __constant sampler_t SAMPLER = CLK_NORMALIZED_COORDS_FALSE | CLK_ADDRESS_CLAMP | CLK_FILTER_NEAREST; __kernel void binary(__private int global_dim0, __private int global_dim1, __read_only image2d_t input0, __read_only image2d_t input1, __write_only image2d_t output, __private const int4 shape,//[N,H,W,C4] __private const int2 isFull, __private const int activationType) { int2 pos = (int2)(get_global_id(0), get_global_id(1));//WC4, NH #ifdef INT_COMPUTE_MOD int4 in0, in1; if (pos.x < global_dim0 && pos.y < global_dim1) { if(isFull.x == 0) { in0 = convert_int4(RI_DATA(input0, SAMPLER, (int2)(0, 0))); in0 = (int4)(in0.x, in0.x, in0.x, in0.x); } else { in0 = convert_int4(RI_DATA(input0, SAMPLER, pos)); } if(isFull.y == 0) { in1 = convert_int4(RI_DATA(input1, SAMPLER, (int2)(0, 0))); in1 = (int4)(in1.x, in1.x, in1.x, in1.x); } else { in1 = convert_int4(RI_DATA(input1, SAMPLER, pos)); } int4 out = in0 % in1; out = ((out < (int4)0 && in1 > (int4)0) || (out > (int4)0 && in1 < (int4)0)) ? out + in1 : out; if(activationType == 1) { out = out > 0 ? out : 0; } WI_DATA(output, pos, CONVERT_OUTPUT_I4(out)); } #else float4 in0, in1; if (pos.x < global_dim0 && pos.y < global_dim1) { if(isFull.x == 0) { in0 = convert_float4(RI_DATA(input0, SAMPLER, (int2)(0, 0))); in0 = (float4)(in0.x, in0.x, in0.x, in0.x); } else { in0 = convert_float4(RI_DATA(input0, SAMPLER, pos)); } if(isFull.y == 0) { in1 = convert_float4(RI_DATA(input1, SAMPLER, (int2)(0, 0))); in1 = (float4)(in1.x, in1.x, in1.x, in1.x); } else { in1 = convert_float4(RI_DATA(input1, SAMPLER, pos)); } float4 out = OPERATOR; if(activationType == 1) { out = fmax(out, (float4)0); } WI_DATA(output, pos, CONVERT_OUTPUT_I4(out)); } #endif } __kernel void binary_prelu(__read_only image2d_t input0, __read_only image2d_t input1, __write_only image2d_t output, int4 shape, int2 whInput1, int4 input1NHWCStep) { int2 pos = (int2)(get_global_id(0), get_global_id(1)); int4 nhwc = (int4)(pos.y/shape.y, pos.y%shape.y, pos.x%shape.z, pos.x/shape.z); if (nhwc.x < shape.x && nhwc.w < shape.w) { int4 nhwc1 = nhwc * input1NHWCStep; int2 pos1 = (int2)(nhwc1.w*whInput1.x+nhwc1.z, nhwc1.x*whInput1.y+nhwc1.y); float4 in0 = convert_float4(RI_DATA(input0, SAMPLER, pos)); float4 in1 = convert_float4(RI_DATA(input1, SAMPLER, pos1)); OUTPUT_TYPE_I4 out = CONVERT_OUTPUT_I4(OPERATOR); WI_DATA(output, pos, out); } } __kernel void imageCopy(__read_only image2d_t input, __write_only image2d_t output) { const int2 pos = (int2)(get_global_id(0), get_global_id(1)); const int2 dim = get_image_dim(input); if (pos.x >= dim.x && pos.y >= dim.y) { return; } WI_DATA(output, pos, CONVERT_OUTPUT_I4(RI_DATA(input, SAMPLER, pos))); }