load bn

src/cc_normfn.c

@@ -8,6 +8,45 @@
 #include "global_fn_cfg.h"
 extern fn_batch_norm _batch_norm;
 
+static cc_float32 cc_bn_epsilon_dfl_fp32 = CC_BN_EPSILON_DFL_FP32;
+
+cc_tensor_t *cc_load_bin_bnpara(const char *w_path, const char *b_path,
+		const char *m_path, const char *v_path, const char *e_path,
+	cc_int32 nchl, cc_dtype dtype, const char *name)
+{
+	static cc_int32 shape[] = {0, 1, 1, 0};
+	cc_int32 i;
+	cc_tensor_t *para;
+	cc_tensor_t *tsr[CC_BN_PARAMETERS];
+	shape[0] = nchl;
+	tsr[CC_BN_OFFSET_GAMMA] = cc_load_bin(w_path, shape, dtype, NULL);
+	tsr[CC_BN_OFFSET_BETA]  = cc_load_bin(b_path, shape, dtype, NULL);
+	tsr[CC_BN_OFFSET_MEAN]  = cc_load_bin(m_path, shape, dtype, NULL);
+	tsr[CC_BN_OFFSET_VAR]   = cc_load_bin(v_path, shape, dtype, NULL);
+	if (e_path) {
+		tsr[CC_BN_OFFSET_EPSILON] =
+			cc_load_bin(e_path, shape, dtype, NULL);
+	} else {
+		tsr[CC_BN_OFFSET_EPSILON] =
+			cc_create_tensor(shape, dtype, NULL);
+		switch (dtype) {
+			case CC_FLOAT32:
+				cc_set_tensor(tsr[CC_BN_OFFSET_EPSILON],
+				 	&cc_bn_epsilon_dfl_fp32);
+				break;
+			default:
+				utlog_format(UTLOG_ERR,
+					"[%s: %d] Unsupported dtype %x\n",
+					__FILE__, __LINE__, dtype);
+				break;
+		}
+	}
+	para = cc_tensor_stack(tsr, CC_BN_PARAMETERS, 1, name);
+	for (i = 0; i < CC_BN_PARAMETERS; ++i)
+		cc_free_tensor(tsr[i]);
+	return para;
+}
+
 cc_tensor_t *cc_batch_norm2d(cc_tensor_t *inp,
 	const cc_tensor_t *para, const char *name)
 {

src/cc_normfn.h

@@ -28,6 +28,18 @@ enum cc_batch_norm_paraoff {
 };
 #endif
 
+#define CC_BN_EPSILON_DFL_FP32 1e-3
+
+cc_tensor_t *cc_load_bin_bnpara(
+		const char *w_path,             /* Gamma   */
+		const char *b_path,             /* Beta    */
+		const char *m_path,             /* Mean    */
+		const char *v_path,             /* Var     */
+		const char *e_path,             /* Epsilon */
+		cc_int32    nchl,               /* Channel */
+		cc_dtype    dtype,
+		const char *name);
+
 cc_tensor_t *cc_batch_norm2d(cc_tensor_t *inp,
 	const cc_tensor_t *para, const char *name);