#version 450 #extension GL_EXT_shader_16bit_storage : require #extension GL_EXT_control_flow_attributes : require #include "rte.glsl" #include "types.glsl" layout (push_constant) uniform parameter { BDA_STORAGE_T dst_addr; uint batch_offset; uint offset_delta; uint IC; uint IW; uint IH; uint OW; uint OH; uint KW; uint KH; uint pelements; uint CHW; int s0; int s1; int p0; int p1; int d0; int d1; } p; layout(constant_id = 0) const uint BLOCK_SIZE = 32; const uint NUM_ITER = 512 / BLOCK_SIZE; layout(local_size_x_id = 0, local_size_y = 1, local_size_z = 1) in; layout (binding = 0) readonly buffer X {A_TYPE data_a[];}; layout (binding = 1) writeonly buffer D {D_TYPE data_d[];}; #if BDA layout (buffer_reference) buffer D_ptr {D_TYPE d;}; #endif void main() { const uint gidx = gl_GlobalInvocationID.x; const uint oh = gl_GlobalInvocationID.y; const uint batch = gl_GlobalInvocationID.z / p.IC; const uint ic = gl_GlobalInvocationID.z % p.IC; const uint src_base = ic * p.offset_delta + batch * p.batch_offset; const BDA_OFFSET_T dst_base = ((BDA_OFFSET_T(batch) * p.OH + oh) * p.OW) * p.CHW + BDA_OFFSET_T(ic) * (p.KW * p.KH); const int oh_s1 = int(oh) * p.s1; const uint ksize = p.OW * p.KH; const uint base_linear_idx = gidx * NUM_ITER; uint current_kx = base_linear_idx / ksize; const uint rem = base_linear_idx - (current_kx * ksize); uint current_ky = rem / p.OW; uint current_ix = rem % p.OW; A_TYPE values[NUM_ITER]; BDA_OFFSET_T offset_dst[NUM_ITER]; [[unroll]] for (uint idx = 0; idx < NUM_ITER; ++idx) { values[idx] = A_TYPE(0); } [[unroll]] for (uint idx = 0; idx < NUM_ITER; ++idx) { const uint linear_idx = base_linear_idx + idx; if (linear_idx >= p.pelements) { continue; } const uint iiw = current_ix * p.s0 + current_kx * p.d0 - p.p0; const uint iih = oh_s1 + current_ky * p.d1 - p.p1; offset_dst[idx] = dst_base + BDA_OFFSET_T(current_ix) * p.CHW + current_ky * p.KW + current_kx; if ((iih < p.IH) && (iiw < p.IW)) { values[idx] = data_a[src_base + iih * p.IW + iiw]; } if (++current_ix == p.OW) { current_ix = 0; if (++current_ky == p.KH) { current_ky = 0; current_kx++; } } } [[unroll]] for (uint idx = 0; idx < NUM_ITER; ++idx) { const uint linear_idx = base_linear_idx + idx; if (linear_idx >= p.pelements) { continue; } #if BDA D_ptr dst_addr = D_ptr(p.dst_addr + D_SIZE * offset_dst[idx]); dst_addr.d = D_TYPE(values[idx]); #else data_d[offset_dst[idx]] = D_TYPE(values[idx]); #endif } }