text stringlengths 0 2.2M |
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SAFE(mean_dt.reorder(mean_fp), WARN);
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SAFE(var_dt.reorder(var_fp), WARN);
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}
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if (use_ss || use_sc) { SAFE(ss_dt.reorder(ss_fp), WARN); }
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if (use_sh) { SAFE(sh_dt.reorder(sh_fp), WARN); }
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args_t args;
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args.set(DNNL_ARG_SRC, src_dt);
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args.set(DNNL_ARG_DST, dst_dt);
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args.set(DNNL_ARG_MEAN, mean_dt);
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args.set(DNNL_ARG_VARIANCE, var_dt);
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args.set(use_sc ? DNNL_ARG_SCALE : DNNL_ARG_SCALE_SHIFT, ss_dt);
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args.set(DNNL_ARG_SHIFT, sh_dt);
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args.set(DNNL_ARG_WORKSPACE, ws_dt);
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args.set(DNNL_ARG_SCRATCHPAD, scratchpad_dt);
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SAFE(execute_and_wait(prim, args), WARN);
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// Running ref to collect src_hat (used instead of src + mean) and ws, if
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// fuse_relu flag is requested.
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if (is_bench_mode(CORR)) {
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TIME_REF(compute_ref_fwd(prb, src_fp, mean_fp, var_fp, ss_fp, sh_fp,
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ws_fp, dst_fp, src_hat_fp));
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if (prb->dir & FLAG_FWD) {
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if (!(prb->flags & GLOB_STATS) && !(prb->dir & FLAG_INF)) {
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SAFE(compare(prb, MEAN, mean_fp, mean_dt, res), WARN);
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SAFE(compare(prb, VAR, var_fp, var_dt, res), WARN);
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}
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dnn_mem_t dst(dst_dt, fp, tag, test_engine);
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SAFE(compare(prb, DATA, dst_fp, dst, res, &ss_fp, &sh_fp), WARN);
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if (prb->debug_check_ws)
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SAFE(check_fwd_ws(dst_dt, ws_dt, res), WARN);
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}
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}
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if (prb->dir & FLAG_BWD) {
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benchdnn_dnnl_wrapper_t<dnnl_primitive_t> tmp_prim;
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SAFE(init_prim(tmp_prim, init_pd, prb, res, FLAG_BWD, const_fpd), WARN);
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if (res->state == SKIPPED || res->state == UNIMPLEMENTED) return OK;
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prim.reset(tmp_prim.release());
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const_dnnl_primitive_desc_t const_bpd;
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DNN_SAFE(dnnl_primitive_get_primitive_desc(prim, &const_bpd), CRIT);
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if (check_mem_size(const_bpd) != OK) {
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return res->state = SKIPPED, res->reason = NOT_ENOUGH_RAM, OK;
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}
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const auto &d_data_md = q(const_bpd, DNNL_ARG_DIFF_DST);
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const auto &d_scratchpad_md = q(const_bpd, DNNL_ARG_SCRATCHPAD);
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dnn_mem_t d_dst_fp(d_data_md, fp, tag, test_engine);
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d_dst_dt = dnn_mem_t(d_data_md, test_engine);
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dnn_mem_t &d_src_fp = d_dst_fp; // in-place in ref code
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if (!prb->inplace) {
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placeholder_d_src_dt = dnn_mem_t(d_data_md, test_engine);
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}
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dnn_mem_t &d_src_dt = prb->inplace ? d_dst_dt : placeholder_d_src_dt;
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scratchpad_dt = dnn_mem_t(d_scratchpad_md, test_engine);
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SAFE(prepare_bwd(prb, d_dst_dt, d_dst_fp), WARN);
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args.clear();
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args.set(DNNL_ARG_SRC, src_dt);
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args.set(DNNL_ARG_DIFF_DST, d_dst_dt);
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args.set(DNNL_ARG_DIFF_SRC, d_src_dt);
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args.set(DNNL_ARG_MEAN, mean_dt);
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args.set(DNNL_ARG_VARIANCE, var_dt);
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args.set(use_sc ? DNNL_ARG_SCALE : DNNL_ARG_SCALE_SHIFT, ss_dt);
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args.set(use_sc ? DNNL_ARG_DIFF_SCALE : DNNL_ARG_DIFF_SCALE_SHIFT,
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d_ss_dt);
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args.set(DNNL_ARG_SHIFT, sh_dt);
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args.set(DNNL_ARG_DIFF_SHIFT, d_sh_dt);
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args.set(DNNL_ARG_WORKSPACE, ws_dt);
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args.set(DNNL_ARG_SCRATCHPAD, scratchpad_dt);
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SAFE(execute_and_wait(prim, args), WARN);
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if (is_bench_mode(CORR)) {
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TIME_REF(compute_ref_bwd(prb, src_hat_fp, var_fp, d_dst_fp, ss_fp,
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sh_fp, ws_fp, d_src_fp, d_ss_fp, d_sh_fp));
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if ((use_ss || use_sc) && (prb->dir & FLAG_WEI)) {
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SAFE(compare(prb, use_sc ? SC : SS, d_ss_fp, d_ss_dt, res),
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WARN);
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}
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if (use_sh && (prb->dir & FLAG_WEI)) {
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SAFE(compare(prb, SH, d_sh_fp, d_sh_dt, res), WARN);
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}
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dnn_mem_t d_src(d_src_dt, fp, tag, test_engine);
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SAFE(compare(prb, DATA, d_src_fp, d_src, res), WARN);
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}
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}
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return measure_perf(res, prim, args);
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}
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} // namespace bnorm
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