Check for both __ARM_NEON and __ARM_FEATURE_FMA so that the project can be compiled for armv7a.

Android armeabi-v7a's NEON support doesn't support FMA unless configured with `-mfpu=neon-fp-armv8`, which would need runtime checks.
* Also removed ABI filter from Android project.

examples/whisper.android/.idea/gradle.xml

@@ -1,5 +1,6 @@
 <?xml version="1.0" encoding="UTF-8"?>
 <project version="4">
+  <component name="GradleMigrationSettings" migrationVersion="1" />
   <component name="GradleSettings">
     <option name="linkedExternalProjectsSettings">
       <GradleProjectSettings>

examples/whisper.android/app/build.gradle

@@ -14,10 +14,6 @@ android {
         versionCode 1
         versionName "1.0"
 
-        ndk {
-            abiFilters 'arm64-v8a', 'x86_64'
-        }
-
         testInstrumentationRunner "androidx.test.runner.AndroidJUnitRunner"
         vectorDrawables {
             useSupportLibrary true

ggml.c

@@ -333,7 +333,7 @@ inline static void ggml_vec_div_f32 (const int n, float * z, const float * x, co
 
 inline static void ggml_vec_dot_f32(const int n, float * restrict s, const float * restrict x, const float * restrict y) {
     ggml_float sumf = 0.0;
-#ifdef __ARM_NEON
+#if defined(__ARM_NEON) && defined(__ARM_FEATURE_FMA)
     // NEON 128-bit
     const int n16 = (n & ~15);
 
@@ -511,7 +511,7 @@ inline static void ggml_vec_dot_f32(const int n, float * restrict s, const float
 
 inline static void ggml_vec_dot_f16(const int n, float * restrict s, ggml_fp16_t * restrict x, ggml_fp16_t * restrict y) {
     ggml_float sumf = 0.0;
-#ifdef __ARM_NEON
+#if defined(__ARM_NEON) && defined(__ARM_FEATURE_FMA)
     const int n32 = (n & ~31);
 
 #if defined(__ARM_FEATURE_FP16_VECTOR_ARITHMETIC)
@@ -760,7 +760,7 @@ inline static void ggml_vec_dot_f16(const int n, float * restrict s, ggml_fp16_t
 }
 
 inline static void ggml_vec_mad_f32(const int n, float * restrict y, const float * restrict x, const float v) {
-#ifdef __ARM_NEON
+#if defined(__ARM_NEON) && defined(__ARM_FEATURE_FMA)
     // NEON 128-bit
     const int n16 = (n & ~15);
 
@@ -909,7 +909,7 @@ inline static void ggml_vec_mad_f32(const int n, float * restrict y, const float
 }
 
 inline static void ggml_vec_mad_f16(const int n, ggml_fp16_t * restrict y, ggml_fp16_t * restrict x, const float v) {
-#ifdef __ARM_NEON
+#if defined(__ARM_NEON) && defined(__ARM_FEATURE_FMA)
     // NEON 128-bit
     const int n32 = (n & ~31);
 
@@ -8432,6 +8432,14 @@ int ggml_cpu_has_neon(void) {
 #endif
 }
 
+int ggml_cpu_has_arm_fma(void) {
+#if defined(__ARM_FEATURE_FMA)
+    return 1;
+#else
+    return 0;
+#endif
+}
+
 int ggml_cpu_has_f16c(void) {
 #if defined(__F16C__)
     return 1;

ggml.h

@@ -725,6 +725,7 @@ int ggml_cpu_has_avx(void);
 int ggml_cpu_has_avx2(void);
 int ggml_cpu_has_avx512(void);
 int ggml_cpu_has_neon(void);
+int ggml_cpu_has_arm_fma(void);
 int ggml_cpu_has_f16c(void);
 int ggml_cpu_has_fp16_va(void);
 int ggml_cpu_has_wasm_simd(void);

whisper.cpp

@@ -2555,6 +2555,7 @@ const char * whisper_print_system_info(void) {
     s += "AVX2 = "      + std::to_string(ggml_cpu_has_avx2())      + " | ";
     s += "AVX512 = "    + std::to_string(ggml_cpu_has_avx512())    + " | ";
     s += "NEON = "      + std::to_string(ggml_cpu_has_neon())      + " | ";
+    s += "ARM FMA = "   + std::to_string(ggml_cpu_has_arm_fma())   + " | ";
     s += "F16C = "      + std::to_string(ggml_cpu_has_f16c())      + " | ";
     s += "FP16_VA = "   + std::to_string(ggml_cpu_has_fp16_va())   + " | ";
     s += "WASM_SIMD = " + std::to_string(ggml_cpu_has_wasm_simd()) + " | ";