Model.smali
.class public final Lcom/facebook/appevents/ml/Model;
.super Ljava/lang/Object;
.source "Model.java"
# annotations
.annotation system Ldalvik/annotation/MemberClasses;
value = {
Lcom/facebook/appevents/ml/Model$Weight;,
Lcom/facebook/appevents/ml/Model$FileDownloadTask;
}
.end annotation
# static fields
.field private static final DIR_NAME:Ljava/lang/String; = "facebook_ml/"
.field private static final EMBEDDING_SIZE:I = 0x40
.field private static final SEQ_LEN:I = 0x80
.field public static final SHOULD_FILTER:Ljava/lang/String; = "SHOULD_FILTER"
.field private static final SUGGESTED_EVENTS_PREDICTION:Ljava/util/List;
.annotation system Ldalvik/annotation/Signature;
value = {
"Ljava/util/List<",
"Ljava/lang/String;",
">;"
}
.end annotation
.end field
.field private static final WEIGHTS_KEY_MAPPING:Ljava/util/Map;
.annotation system Ldalvik/annotation/Signature;
value = {
"Ljava/util/Map<",
"Ljava/lang/String;",
"Ljava/lang/String;",
">;"
}
.end annotation
.end field
# instance fields
.field private convs_1_bias:Lcom/facebook/appevents/ml/Model$Weight;
.field private convs_1_weight:Lcom/facebook/appevents/ml/Model$Weight;
.field private convs_2_bias:Lcom/facebook/appevents/ml/Model$Weight;
.field private convs_2_weight:Lcom/facebook/appevents/ml/Model$Weight;
.field private convs_3_bias:Lcom/facebook/appevents/ml/Model$Weight;
.field private convs_3_weight:Lcom/facebook/appevents/ml/Model$Weight;
.field private dir:Ljava/io/File;
.field private embedding:Lcom/facebook/appevents/ml/Model$Weight;
.field private fc1_bias:Lcom/facebook/appevents/ml/Model$Weight;
.field private fc1_weight:Lcom/facebook/appevents/ml/Model$Weight;
.field private fc2_bias:Lcom/facebook/appevents/ml/Model$Weight;
.field private fc2_weight:Lcom/facebook/appevents/ml/Model$Weight;
.field private fc3_bias:Lcom/facebook/appevents/ml/Model$Weight;
.field private fc3_weight:Lcom/facebook/appevents/ml/Model$Weight;
.field private modelFile:Ljava/io/File;
.field private modelUri:Ljava/lang/String;
.field private ruleFile:Ljava/io/File;
.field private ruleUri:Ljava/lang/String;
.field private thresholds:[F
.field private useCase:Ljava/lang/String;
.field private versionID:I
# direct methods
.method static constructor <clinit>()V
.registers 3
const/4 v0, 0x4
.line 1
new-array v0, v0, [Ljava/lang/String;
const/4 v1, 0x0
const-string v2, "fb_mobile_add_to_cart"
aput-object v2, v0, v1
const/4 v1, 0x1
const-string v2, "fb_mobile_complete_registration"
aput-object v2, v0, v1
const/4 v1, 0x2
const-string v2, "other"
aput-object v2, v0, v1
const/4 v1, 0x3
const-string v2, "fb_mobile_purchase"
aput-object v2, v0, v1
.line 2
invoke-static {v0}, Ljava/util/Arrays;->asList([Ljava/lang/Object;)Ljava/util/List;
move-result-object v0
sput-object v0, Lcom/facebook/appevents/ml/Model;->SUGGESTED_EVENTS_PREDICTION:Ljava/util/List;
.line 3
new-instance v0, Lcom/facebook/appevents/ml/Model$1;
invoke-direct {v0}, Lcom/facebook/appevents/ml/Model$1;-><init>()V
sput-object v0, Lcom/facebook/appevents/ml/Model;->WEIGHTS_KEY_MAPPING:Ljava/util/Map;
return-void
.end method
.method constructor <init>(Ljava/lang/String;ILjava/lang/String;Ljava/lang/String;[F)V
.registers 7
.line 1
invoke-direct {p0}, Ljava/lang/Object;-><init>()V
.line 2
iput-object p1, p0, Lcom/facebook/appevents/ml/Model;->useCase:Ljava/lang/String;
.line 3
iput p2, p0, Lcom/facebook/appevents/ml/Model;->versionID:I
.line 4
iput-object p5, p0, Lcom/facebook/appevents/ml/Model;->thresholds:[F
.line 5
iput-object p3, p0, Lcom/facebook/appevents/ml/Model;->modelUri:Ljava/lang/String;
.line 6
iput-object p4, p0, Lcom/facebook/appevents/ml/Model;->ruleUri:Ljava/lang/String;
.line 7
new-instance p3, Ljava/io/File;
invoke-static {}, Lcom/facebook/FacebookSdk;->getApplicationContext()Landroid/content/Context;
move-result-object p4
invoke-virtual {p4}, Landroid/content/Context;->getFilesDir()Ljava/io/File;
move-result-object p4
const-string p5, "facebook_ml/"
invoke-direct {p3, p4, p5}, Ljava/io/File;-><init>(Ljava/io/File;Ljava/lang/String;)V
iput-object p3, p0, Lcom/facebook/appevents/ml/Model;->dir:Ljava/io/File;
.line 8
iget-object p3, p0, Lcom/facebook/appevents/ml/Model;->dir:Ljava/io/File;
invoke-virtual {p3}, Ljava/io/File;->exists()Z
move-result p3
if-nez p3, :cond_2b
.line 9
iget-object p3, p0, Lcom/facebook/appevents/ml/Model;->dir:Ljava/io/File;
invoke-virtual {p3}, Ljava/io/File;->mkdirs()Z
.line 10
:cond_2b
new-instance p3, Ljava/io/File;
iget-object p4, p0, Lcom/facebook/appevents/ml/Model;->dir:Ljava/io/File;
new-instance p5, Ljava/lang/StringBuilder;
invoke-direct {p5}, Ljava/lang/StringBuilder;-><init>()V
invoke-virtual {p5, p1}, Ljava/lang/StringBuilder;->append(Ljava/lang/String;)Ljava/lang/StringBuilder;
const-string v0, "_"
invoke-virtual {p5, v0}, Ljava/lang/StringBuilder;->append(Ljava/lang/String;)Ljava/lang/StringBuilder;
invoke-virtual {p5, p2}, Ljava/lang/StringBuilder;->append(I)Ljava/lang/StringBuilder;
invoke-virtual {p5}, Ljava/lang/StringBuilder;->toString()Ljava/lang/String;
move-result-object p5
invoke-direct {p3, p4, p5}, Ljava/io/File;-><init>(Ljava/io/File;Ljava/lang/String;)V
iput-object p3, p0, Lcom/facebook/appevents/ml/Model;->modelFile:Ljava/io/File;
.line 11
new-instance p3, Ljava/io/File;
iget-object p4, p0, Lcom/facebook/appevents/ml/Model;->dir:Ljava/io/File;
new-instance p5, Ljava/lang/StringBuilder;
invoke-direct {p5}, Ljava/lang/StringBuilder;-><init>()V
invoke-virtual {p5, p1}, Ljava/lang/StringBuilder;->append(Ljava/lang/String;)Ljava/lang/StringBuilder;
invoke-virtual {p5, v0}, Ljava/lang/StringBuilder;->append(Ljava/lang/String;)Ljava/lang/StringBuilder;
invoke-virtual {p5, p2}, Ljava/lang/StringBuilder;->append(I)Ljava/lang/StringBuilder;
const-string p1, "_rule"
invoke-virtual {p5, p1}, Ljava/lang/StringBuilder;->append(Ljava/lang/String;)Ljava/lang/StringBuilder;
invoke-virtual {p5}, Ljava/lang/StringBuilder;->toString()Ljava/lang/String;
move-result-object p1
invoke-direct {p3, p4, p1}, Ljava/io/File;-><init>(Ljava/io/File;Ljava/lang/String;)V
iput-object p3, p0, Lcom/facebook/appevents/ml/Model;->ruleFile:Ljava/io/File;
return-void
.end method
.method static synthetic access$000(Lcom/facebook/appevents/ml/Model;)Z
.registers 1
.line 1
invoke-direct {p0}, Lcom/facebook/appevents/ml/Model;->initializeWeights()Z
move-result p0
return p0
.end method
.method static synthetic access$100(Lcom/facebook/appevents/ml/Model;Ljava/lang/Runnable;)V
.registers 2
.line 1
invoke-direct {p0, p1}, Lcom/facebook/appevents/ml/Model;->downloadRule(Ljava/lang/Runnable;)V
return-void
.end method
.method private deleteOldFiles()V
.registers 8
.line 1
iget-object v0, p0, Lcom/facebook/appevents/ml/Model;->dir:Ljava/io/File;
invoke-virtual {v0}, Ljava/io/File;->listFiles()[Ljava/io/File;
move-result-object v0
if-eqz v0, :cond_42
.line 2
array-length v1, v0
if-nez v1, :cond_c
goto :goto_42
.line 3
:cond_c
new-instance v1, Ljava/lang/StringBuilder;
invoke-direct {v1}, Ljava/lang/StringBuilder;-><init>()V
iget-object v2, p0, Lcom/facebook/appevents/ml/Model;->useCase:Ljava/lang/String;
invoke-virtual {v1, v2}, Ljava/lang/StringBuilder;->append(Ljava/lang/String;)Ljava/lang/StringBuilder;
const-string v2, "_"
invoke-virtual {v1, v2}, Ljava/lang/StringBuilder;->append(Ljava/lang/String;)Ljava/lang/StringBuilder;
iget v2, p0, Lcom/facebook/appevents/ml/Model;->versionID:I
invoke-virtual {v1, v2}, Ljava/lang/StringBuilder;->append(I)Ljava/lang/StringBuilder;
invoke-virtual {v1}, Ljava/lang/StringBuilder;->toString()Ljava/lang/String;
move-result-object v1
.line 4
array-length v2, v0
const/4 v3, 0x0
:goto_26
if-ge v3, v2, :cond_42
aget-object v4, v0, v3
.line 5
invoke-virtual {v4}, Ljava/io/File;->getName()Ljava/lang/String;
move-result-object v5
.line 6
iget-object v6, p0, Lcom/facebook/appevents/ml/Model;->useCase:Ljava/lang/String;
invoke-virtual {v5, v6}, Ljava/lang/String;->startsWith(Ljava/lang/String;)Z
move-result v6
if-eqz v6, :cond_3f
invoke-virtual {v5, v1}, Ljava/lang/String;->startsWith(Ljava/lang/String;)Z
move-result v5
if-nez v5, :cond_3f
.line 7
invoke-virtual {v4}, Ljava/io/File;->delete()Z
:cond_3f
add-int/lit8 v3, v3, 0x1
goto :goto_26
:cond_42
:goto_42
return-void
.end method
.method private downloadModel(Ljava/lang/Runnable;)V
.registers 5
.line 1
iget-object v0, p0, Lcom/facebook/appevents/ml/Model;->modelFile:Ljava/io/File;
invoke-virtual {v0}, Ljava/io/File;->exists()Z
move-result v0
if-eqz v0, :cond_c
.line 2
invoke-interface {p1}, Ljava/lang/Runnable;->run()V
return-void
.line 3
:cond_c
iget-object v0, p0, Lcom/facebook/appevents/ml/Model;->modelUri:Ljava/lang/String;
if-eqz v0, :cond_1d
.line 4
new-instance v1, Lcom/facebook/appevents/ml/Model$FileDownloadTask;
iget-object v2, p0, Lcom/facebook/appevents/ml/Model;->modelFile:Ljava/io/File;
invoke-direct {v1, v0, v2, p1}, Lcom/facebook/appevents/ml/Model$FileDownloadTask;-><init>(Ljava/lang/String;Ljava/io/File;Ljava/lang/Runnable;)V
const/4 p1, 0x0
new-array p1, p1, [Ljava/lang/String;
invoke-virtual {v1, p1}, Landroid/os/AsyncTask;->execute([Ljava/lang/Object;)Landroid/os/AsyncTask;
:cond_1d
return-void
.end method
.method private downloadRule(Ljava/lang/Runnable;)V
.registers 5
.line 1
iget-object v0, p0, Lcom/facebook/appevents/ml/Model;->ruleFile:Ljava/io/File;
invoke-virtual {v0}, Ljava/io/File;->exists()Z
move-result v0
if-nez v0, :cond_1b
iget-object v0, p0, Lcom/facebook/appevents/ml/Model;->ruleUri:Ljava/lang/String;
if-nez v0, :cond_d
goto :goto_1b
.line 2
:cond_d
new-instance v1, Lcom/facebook/appevents/ml/Model$FileDownloadTask;
iget-object v2, p0, Lcom/facebook/appevents/ml/Model;->ruleFile:Ljava/io/File;
invoke-direct {v1, v0, v2, p1}, Lcom/facebook/appevents/ml/Model$FileDownloadTask;-><init>(Ljava/lang/String;Ljava/io/File;Ljava/lang/Runnable;)V
const/4 p1, 0x0
new-array p1, p1, [Ljava/lang/String;
invoke-virtual {v1, p1}, Landroid/os/AsyncTask;->execute([Ljava/lang/Object;)Landroid/os/AsyncTask;
return-void
.line 3
:cond_1b
:goto_1b
invoke-interface {p1}, Ljava/lang/Runnable;->run()V
return-void
.end method
.method private initializeWeights()Z
.registers 16
const/4 v0, 0x0
.line 1
:try_start_1
new-instance v1, Ljava/io/FileInputStream;
iget-object v2, p0, Lcom/facebook/appevents/ml/Model;->modelFile:Ljava/io/File;
invoke-direct {v1, v2}, Ljava/io/FileInputStream;-><init>(Ljava/io/File;)V
.line 2
invoke-virtual {v1}, Ljava/io/FileInputStream;->available()I
move-result v2
.line 3
new-instance v3, Ljava/io/DataInputStream;
invoke-direct {v3, v1}, Ljava/io/DataInputStream;-><init>(Ljava/io/InputStream;)V
.line 4
new-array v1, v2, [B
.line 5
invoke-virtual {v3, v1}, Ljava/io/DataInputStream;->readFully([B)V
.line 6
invoke-virtual {v3}, Ljava/io/DataInputStream;->close()V
const/4 v3, 0x4
if-ge v2, v3, :cond_1d
return v0
.line 7
:cond_1d
invoke-static {v1, v0, v3}, Ljava/nio/ByteBuffer;->wrap([BII)Ljava/nio/ByteBuffer;
move-result-object v4
.line 8
sget-object v5, Ljava/nio/ByteOrder;->LITTLE_ENDIAN:Ljava/nio/ByteOrder;
invoke-virtual {v4, v5}, Ljava/nio/ByteBuffer;->order(Ljava/nio/ByteOrder;)Ljava/nio/ByteBuffer;
.line 9
invoke-virtual {v4}, Ljava/nio/ByteBuffer;->getInt()I
move-result v4
add-int/lit8 v5, v4, 0x4
if-ge v2, v5, :cond_2f
return v0
.line 10
:cond_2f
new-instance v6, Ljava/lang/String;
invoke-direct {v6, v1, v3, v4}, Ljava/lang/String;-><init>([BII)V
.line 11
new-instance v3, Lorg/json/JSONObject;
invoke-direct {v3, v6}, Lorg/json/JSONObject;-><init>(Ljava/lang/String;)V
.line 12
invoke-virtual {v3}, Lorg/json/JSONObject;->names()Lorg/json/JSONArray;
move-result-object v4
.line 13
invoke-virtual {v4}, Lorg/json/JSONArray;->length()I
move-result v6
new-array v6, v6, [Ljava/lang/String;
const/4 v7, 0x0
.line 14
:goto_44
array-length v8, v6
if-ge v7, v8, :cond_50
.line 15
invoke-virtual {v4, v7}, Lorg/json/JSONArray;->getString(I)Ljava/lang/String;
move-result-object v8
aput-object v8, v6, v7
add-int/lit8 v7, v7, 0x1
goto :goto_44
.line 16
:cond_50
invoke-static {v6}, Ljava/util/Arrays;->sort([Ljava/lang/Object;)V
.line 17
new-instance v4, Ljava/util/HashMap;
invoke-direct {v4}, Ljava/util/HashMap;-><init>()V
.line 18
array-length v7, v6
move v8, v5
const/4 v5, 0x0
:goto_5b
const/4 v9, 0x1
if-ge v5, v7, :cond_b2
aget-object v10, v6, v5
.line 19
invoke-virtual {v3, v10}, Lorg/json/JSONObject;->getJSONArray(Ljava/lang/String;)Lorg/json/JSONArray;
move-result-object v11
.line 20
invoke-virtual {v11}, Lorg/json/JSONArray;->length()I
move-result v12
new-array v12, v12, [I
const/4 v9, 0x0
const/4 v13, 0x1
.line 21
:goto_6c
array-length v14, v12
if-ge v9, v14, :cond_7c
.line 22
invoke-virtual {v11, v9}, Lorg/json/JSONArray;->getInt(I)I
move-result v14
aput v14, v12, v9
.line 23
aget v14, v12, v9
mul-int v13, v13, v14
add-int/lit8 v9, v9, 0x1
goto :goto_6c
:cond_7c
mul-int/lit8 v9, v13, 0x4
add-int v11, v8, v9
if-le v11, v2, :cond_83
return v0
.line 24
:cond_83
invoke-static {v1, v8, v9}, Ljava/nio/ByteBuffer;->wrap([BII)Ljava/nio/ByteBuffer;
move-result-object v8
.line 25
sget-object v9, Ljava/nio/ByteOrder;->LITTLE_ENDIAN:Ljava/nio/ByteOrder;
invoke-virtual {v8, v9}, Ljava/nio/ByteBuffer;->order(Ljava/nio/ByteOrder;)Ljava/nio/ByteBuffer;
.line 26
new-array v9, v13, [F
.line 27
invoke-virtual {v8}, Ljava/nio/ByteBuffer;->asFloatBuffer()Ljava/nio/FloatBuffer;
move-result-object v8
invoke-virtual {v8, v9, v0, v13}, Ljava/nio/FloatBuffer;->get([FII)Ljava/nio/FloatBuffer;
.line 28
sget-object v8, Lcom/facebook/appevents/ml/Model;->WEIGHTS_KEY_MAPPING:Ljava/util/Map;
invoke-interface {v8, v10}, Ljava/util/Map;->containsKey(Ljava/lang/Object;)Z
move-result v8
if-eqz v8, :cond_a6
.line 29
sget-object v8, Lcom/facebook/appevents/ml/Model;->WEIGHTS_KEY_MAPPING:Ljava/util/Map;
invoke-interface {v8, v10}, Ljava/util/Map;->get(Ljava/lang/Object;)Ljava/lang/Object;
move-result-object v8
move-object v10, v8
check-cast v10, Ljava/lang/String;
.line 30
:cond_a6
new-instance v8, Lcom/facebook/appevents/ml/Model$Weight;
invoke-direct {v8, v12, v9}, Lcom/facebook/appevents/ml/Model$Weight;-><init>([I[F)V
invoke-interface {v4, v10, v8}, Ljava/util/Map;->put(Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object;
add-int/lit8 v5, v5, 0x1
move v8, v11
goto :goto_5b
:cond_b2
const-string v1, "embed.weight"
.line 31
invoke-interface {v4, v1}, Ljava/util/Map;->get(Ljava/lang/Object;)Ljava/lang/Object;
move-result-object v1
check-cast v1, Lcom/facebook/appevents/ml/Model$Weight;
iput-object v1, p0, Lcom/facebook/appevents/ml/Model;->embedding:Lcom/facebook/appevents/ml/Model$Weight;
const-string v1, "convs.0.weight"
.line 32
invoke-interface {v4, v1}, Ljava/util/Map;->get(Ljava/lang/Object;)Ljava/lang/Object;
move-result-object v1
check-cast v1, Lcom/facebook/appevents/ml/Model$Weight;
iput-object v1, p0, Lcom/facebook/appevents/ml/Model;->convs_1_weight:Lcom/facebook/appevents/ml/Model$Weight;
const-string v1, "convs.1.weight"
.line 33
invoke-interface {v4, v1}, Ljava/util/Map;->get(Ljava/lang/Object;)Ljava/lang/Object;
move-result-object v1
check-cast v1, Lcom/facebook/appevents/ml/Model$Weight;
iput-object v1, p0, Lcom/facebook/appevents/ml/Model;->convs_2_weight:Lcom/facebook/appevents/ml/Model$Weight;
const-string v1, "convs.2.weight"
.line 34
invoke-interface {v4, v1}, Ljava/util/Map;->get(Ljava/lang/Object;)Ljava/lang/Object;
move-result-object v1
check-cast v1, Lcom/facebook/appevents/ml/Model$Weight;
iput-object v1, p0, Lcom/facebook/appevents/ml/Model;->convs_3_weight:Lcom/facebook/appevents/ml/Model$Weight;
.line 35
iget-object v1, p0, Lcom/facebook/appevents/ml/Model;->convs_1_weight:Lcom/facebook/appevents/ml/Model$Weight;
iget-object v2, p0, Lcom/facebook/appevents/ml/Model;->convs_1_weight:Lcom/facebook/appevents/ml/Model$Weight;
iget-object v2, v2, Lcom/facebook/appevents/ml/Model$Weight;->data:[F
iget-object v3, p0, Lcom/facebook/appevents/ml/Model;->convs_1_weight:Lcom/facebook/appevents/ml/Model$Weight;
iget-object v3, v3, Lcom/facebook/appevents/ml/Model$Weight;->shape:[I
aget v3, v3, v0
iget-object v5, p0, Lcom/facebook/appevents/ml/Model;->convs_1_weight:Lcom/facebook/appevents/ml/Model$Weight;
iget-object v5, v5, Lcom/facebook/appevents/ml/Model$Weight;->shape:[I
aget v5, v5, v9
iget-object v6, p0, Lcom/facebook/appevents/ml/Model;->convs_1_weight:Lcom/facebook/appevents/ml/Model$Weight;
iget-object v6, v6, Lcom/facebook/appevents/ml/Model$Weight;->shape:[I
const/4 v7, 0x2
aget v6, v6, v7
invoke-static {v2, v3, v5, v6}, Lcom/facebook/appevents/ml/Operator;->transpose3D([FIII)[F
move-result-object v2
iput-object v2, v1, Lcom/facebook/appevents/ml/Model$Weight;->data:[F
.line 36
iget-object v1, p0, Lcom/facebook/appevents/ml/Model;->convs_2_weight:Lcom/facebook/appevents/ml/Model$Weight;
iget-object v2, p0, Lcom/facebook/appevents/ml/Model;->convs_2_weight:Lcom/facebook/appevents/ml/Model$Weight;
iget-object v2, v2, Lcom/facebook/appevents/ml/Model$Weight;->data:[F
iget-object v3, p0, Lcom/facebook/appevents/ml/Model;->convs_2_weight:Lcom/facebook/appevents/ml/Model$Weight;
iget-object v3, v3, Lcom/facebook/appevents/ml/Model$Weight;->shape:[I
aget v3, v3, v0
iget-object v5, p0, Lcom/facebook/appevents/ml/Model;->convs_2_weight:Lcom/facebook/appevents/ml/Model$Weight;
iget-object v5, v5, Lcom/facebook/appevents/ml/Model$Weight;->shape:[I
aget v5, v5, v9
iget-object v6, p0, Lcom/facebook/appevents/ml/Model;->convs_2_weight:Lcom/facebook/appevents/ml/Model$Weight;
iget-object v6, v6, Lcom/facebook/appevents/ml/Model$Weight;->shape:[I
aget v6, v6, v7
invoke-static {v2, v3, v5, v6}, Lcom/facebook/appevents/ml/Operator;->transpose3D([FIII)[F
move-result-object v2
iput-object v2, v1, Lcom/facebook/appevents/ml/Model$Weight;->data:[F
.line 37
iget-object v1, p0, Lcom/facebook/appevents/ml/Model;->convs_3_weight:Lcom/facebook/appevents/ml/Model$Weight;
iget-object v2, p0, Lcom/facebook/appevents/ml/Model;->convs_3_weight:Lcom/facebook/appevents/ml/Model$Weight;
iget-object v2, v2, Lcom/facebook/appevents/ml/Model$Weight;->data:[F
iget-object v3, p0, Lcom/facebook/appevents/ml/Model;->convs_3_weight:Lcom/facebook/appevents/ml/Model$Weight;
iget-object v3, v3, Lcom/facebook/appevents/ml/Model$Weight;->shape:[I
aget v3, v3, v0
iget-object v5, p0, Lcom/facebook/appevents/ml/Model;->convs_3_weight:Lcom/facebook/appevents/ml/Model$Weight;
iget-object v5, v5, Lcom/facebook/appevents/ml/Model$Weight;->shape:[I
aget v5, v5, v9
iget-object v6, p0, Lcom/facebook/appevents/ml/Model;->convs_3_weight:Lcom/facebook/appevents/ml/Model$Weight;
iget-object v6, v6, Lcom/facebook/appevents/ml/Model$Weight;->shape:[I
aget v6, v6, v7
invoke-static {v2, v3, v5, v6}, Lcom/facebook/appevents/ml/Operator;->transpose3D([FIII)[F
move-result-object v2
iput-object v2, v1, Lcom/facebook/appevents/ml/Model$Weight;->data:[F
const-string v1, "convs.0.bias"
.line 38
invoke-interface {v4, v1}, Ljava/util/Map;->get(Ljava/lang/Object;)Ljava/lang/Object;
move-result-object v1
check-cast v1, Lcom/facebook/appevents/ml/Model$Weight;
iput-object v1, p0, Lcom/facebook/appevents/ml/Model;->convs_1_bias:Lcom/facebook/appevents/ml/Model$Weight;
const-string v1, "convs.1.bias"
.line 39
invoke-interface {v4, v1}, Ljava/util/Map;->get(Ljava/lang/Object;)Ljava/lang/Object;
move-result-object v1
check-cast v1, Lcom/facebook/appevents/ml/Model$Weight;
iput-object v1, p0, Lcom/facebook/appevents/ml/Model;->convs_2_bias:Lcom/facebook/appevents/ml/Model$Weight;
const-string v1, "convs.2.bias"
.line 40
invoke-interface {v4, v1}, Ljava/util/Map;->get(Ljava/lang/Object;)Ljava/lang/Object;
move-result-object v1
check-cast v1, Lcom/facebook/appevents/ml/Model$Weight;
iput-object v1, p0, Lcom/facebook/appevents/ml/Model;->convs_3_bias:Lcom/facebook/appevents/ml/Model$Weight;
const-string v1, "fc1.weight"
.line 41
invoke-interface {v4, v1}, Ljava/util/Map;->get(Ljava/lang/Object;)Ljava/lang/Object;
move-result-object v1
check-cast v1, Lcom/facebook/appevents/ml/Model$Weight;
iput-object v1, p0, Lcom/facebook/appevents/ml/Model;->fc1_weight:Lcom/facebook/appevents/ml/Model$Weight;
const-string v1, "fc2.weight"
.line 42
invoke-interface {v4, v1}, Ljava/util/Map;->get(Ljava/lang/Object;)Ljava/lang/Object;
move-result-object v1
check-cast v1, Lcom/facebook/appevents/ml/Model$Weight;
iput-object v1, p0, Lcom/facebook/appevents/ml/Model;->fc2_weight:Lcom/facebook/appevents/ml/Model$Weight;
const-string v1, "fc3.weight"
.line 43
invoke-interface {v4, v1}, Ljava/util/Map;->get(Ljava/lang/Object;)Ljava/lang/Object;
move-result-object v1
check-cast v1, Lcom/facebook/appevents/ml/Model$Weight;
iput-object v1, p0, Lcom/facebook/appevents/ml/Model;->fc3_weight:Lcom/facebook/appevents/ml/Model$Weight;
.line 44
iget-object v1, p0, Lcom/facebook/appevents/ml/Model;->fc1_weight:Lcom/facebook/appevents/ml/Model$Weight;
iget-object v2, p0, Lcom/facebook/appevents/ml/Model;->fc1_weight:Lcom/facebook/appevents/ml/Model$Weight;
iget-object v2, v2, Lcom/facebook/appevents/ml/Model$Weight;->data:[F
iget-object v3, p0, Lcom/facebook/appevents/ml/Model;->fc1_weight:Lcom/facebook/appevents/ml/Model$Weight;
iget-object v3, v3, Lcom/facebook/appevents/ml/Model$Weight;->shape:[I
aget v3, v3, v0
iget-object v5, p0, Lcom/facebook/appevents/ml/Model;->fc1_weight:Lcom/facebook/appevents/ml/Model$Weight;
iget-object v5, v5, Lcom/facebook/appevents/ml/Model$Weight;->shape:[I
aget v5, v5, v9
invoke-static {v2, v3, v5}, Lcom/facebook/appevents/ml/Operator;->transpose2D([FII)[F
move-result-object v2
iput-object v2, v1, Lcom/facebook/appevents/ml/Model$Weight;->data:[F
.line 45
iget-object v1, p0, Lcom/facebook/appevents/ml/Model;->fc2_weight:Lcom/facebook/appevents/ml/Model$Weight;
iget-object v2, p0, Lcom/facebook/appevents/ml/Model;->fc2_weight:Lcom/facebook/appevents/ml/Model$Weight;
iget-object v2, v2, Lcom/facebook/appevents/ml/Model$Weight;->data:[F
iget-object v3, p0, Lcom/facebook/appevents/ml/Model;->fc2_weight:Lcom/facebook/appevents/ml/Model$Weight;
iget-object v3, v3, Lcom/facebook/appevents/ml/Model$Weight;->shape:[I
aget v3, v3, v0
iget-object v5, p0, Lcom/facebook/appevents/ml/Model;->fc2_weight:Lcom/facebook/appevents/ml/Model$Weight;
iget-object v5, v5, Lcom/facebook/appevents/ml/Model$Weight;->shape:[I
aget v5, v5, v9
invoke-static {v2, v3, v5}, Lcom/facebook/appevents/ml/Operator;->transpose2D([FII)[F
move-result-object v2
iput-object v2, v1, Lcom/facebook/appevents/ml/Model$Weight;->data:[F
.line 46
iget-object v1, p0, Lcom/facebook/appevents/ml/Model;->fc3_weight:Lcom/facebook/appevents/ml/Model$Weight;
iget-object v2, p0, Lcom/facebook/appevents/ml/Model;->fc3_weight:Lcom/facebook/appevents/ml/Model$Weight;
iget-object v2, v2, Lcom/facebook/appevents/ml/Model$Weight;->data:[F
iget-object v3, p0, Lcom/facebook/appevents/ml/Model;->fc3_weight:Lcom/facebook/appevents/ml/Model$Weight;
iget-object v3, v3, Lcom/facebook/appevents/ml/Model$Weight;->shape:[I
aget v3, v3, v0
iget-object v5, p0, Lcom/facebook/appevents/ml/Model;->fc3_weight:Lcom/facebook/appevents/ml/Model$Weight;
iget-object v5, v5, Lcom/facebook/appevents/ml/Model$Weight;->shape:[I
aget v5, v5, v9
invoke-static {v2, v3, v5}, Lcom/facebook/appevents/ml/Operator;->transpose2D([FII)[F
move-result-object v2
iput-object v2, v1, Lcom/facebook/appevents/ml/Model$Weight;->data:[F
const-string v1, "fc1.bias"
.line 47
invoke-interface {v4, v1}, Ljava/util/Map;->get(Ljava/lang/Object;)Ljava/lang/Object;
move-result-object v1
check-cast v1, Lcom/facebook/appevents/ml/Model$Weight;
iput-object v1, p0, Lcom/facebook/appevents/ml/Model;->fc1_bias:Lcom/facebook/appevents/ml/Model$Weight;
const-string v1, "fc2.bias"
.line 48
invoke-interface {v4, v1}, Ljava/util/Map;->get(Ljava/lang/Object;)Ljava/lang/Object;
move-result-object v1
check-cast v1, Lcom/facebook/appevents/ml/Model$Weight;
iput-object v1, p0, Lcom/facebook/appevents/ml/Model;->fc2_bias:Lcom/facebook/appevents/ml/Model$Weight;
const-string v1, "fc3.bias"
.line 49
invoke-interface {v4, v1}, Ljava/util/Map;->get(Ljava/lang/Object;)Ljava/lang/Object;
move-result-object v1
check-cast v1, Lcom/facebook/appevents/ml/Model$Weight;
iput-object v1, p0, Lcom/facebook/appevents/ml/Model;->fc3_bias:Lcom/facebook/appevents/ml/Model$Weight;
:try_end_1d7
.catch Ljava/lang/Exception; {:try_start_1 .. :try_end_1d7} :catch_1d8
return v9
:catch_1d8
return v0
.end method
# virtual methods
.method getRuleFile()Ljava/io/File;
.registers 2
.line 1
iget-object v0, p0, Lcom/facebook/appevents/ml/Model;->ruleFile:Ljava/io/File;
return-object v0
.end method
.method initialize(Ljava/lang/Runnable;)V
.registers 3
.line 1
new-instance v0, Lcom/facebook/appevents/ml/Model$2;
invoke-direct {v0, p0, p1}, Lcom/facebook/appevents/ml/Model$2;-><init>(Lcom/facebook/appevents/ml/Model;Ljava/lang/Runnable;)V
invoke-direct {p0, v0}, Lcom/facebook/appevents/ml/Model;->downloadModel(Ljava/lang/Runnable;)V
.line 2
invoke-direct {p0}, Lcom/facebook/appevents/ml/Model;->deleteOldFiles()V
return-void
.end method
.method predict([FLjava/lang/String;)Ljava/lang/String;
.registers 23
move-object/from16 v0, p0
const/16 v1, 0x80
move-object/from16 v2, p2
.line 1
invoke-static {v2, v1}, Lcom/facebook/appevents/ml/Utils;->vectorize(Ljava/lang/String;I)[I
move-result-object v2
.line 2
iget-object v3, v0, Lcom/facebook/appevents/ml/Model;->embedding:Lcom/facebook/appevents/ml/Model$Weight;
iget-object v3, v3, Lcom/facebook/appevents/ml/Model$Weight;->data:[F
const/4 v4, 0x1
const/16 v5, 0x40
invoke-static {v2, v3, v4, v1, v5}, Lcom/facebook/appevents/ml/Operator;->embedding([I[FIII)[F
move-result-object v2
.line 3
iget-object v3, v0, Lcom/facebook/appevents/ml/Model;->convs_1_weight:Lcom/facebook/appevents/ml/Model$Weight;
iget-object v7, v3, Lcom/facebook/appevents/ml/Model$Weight;->data:[F
iget-object v3, v3, Lcom/facebook/appevents/ml/Model$Weight;->shape:[I
const/4 v5, 0x2
aget v11, v3, v5
const/4 v13, 0x0
aget v12, v3, v13
const/4 v8, 0x1
const/16 v9, 0x80
const/16 v10, 0x40
move-object v6, v2
invoke-static/range {v6 .. v12}, Lcom/facebook/appevents/ml/Operator;->conv1D([F[FIIIII)[F
move-result-object v3
.line 4
iget-object v6, v0, Lcom/facebook/appevents/ml/Model;->convs_2_weight:Lcom/facebook/appevents/ml/Model$Weight;
iget-object v7, v6, Lcom/facebook/appevents/ml/Model$Weight;->data:[F
iget-object v6, v6, Lcom/facebook/appevents/ml/Model$Weight;->shape:[I
aget v11, v6, v5
aget v12, v6, v13
move-object v6, v2
invoke-static/range {v6 .. v12}, Lcom/facebook/appevents/ml/Operator;->conv1D([F[FIIIII)[F
move-result-object v14
.line 5
iget-object v6, v0, Lcom/facebook/appevents/ml/Model;->convs_3_weight:Lcom/facebook/appevents/ml/Model$Weight;
iget-object v7, v6, Lcom/facebook/appevents/ml/Model$Weight;->data:[F
iget-object v6, v6, Lcom/facebook/appevents/ml/Model$Weight;->shape:[I
aget v11, v6, v5
aget v12, v6, v13
move-object v6, v2
invoke-static/range {v6 .. v12}, Lcom/facebook/appevents/ml/Operator;->conv1D([F[FIIIII)[F
move-result-object v2
.line 6
iget-object v6, v0, Lcom/facebook/appevents/ml/Model;->convs_1_bias:Lcom/facebook/appevents/ml/Model$Weight;
iget-object v6, v6, Lcom/facebook/appevents/ml/Model$Weight;->data:[F
iget-object v7, v0, Lcom/facebook/appevents/ml/Model;->convs_1_weight:Lcom/facebook/appevents/ml/Model$Weight;
iget-object v7, v7, Lcom/facebook/appevents/ml/Model$Weight;->shape:[I
aget v8, v7, v5
rsub-int v8, v8, 0x80
add-int/2addr v8, v4
aget v7, v7, v13
invoke-static {v3, v6, v4, v8, v7}, Lcom/facebook/appevents/ml/Operator;->add([F[FIII)[F
.line 7
iget-object v6, v0, Lcom/facebook/appevents/ml/Model;->convs_2_bias:Lcom/facebook/appevents/ml/Model$Weight;
iget-object v6, v6, Lcom/facebook/appevents/ml/Model$Weight;->data:[F
iget-object v7, v0, Lcom/facebook/appevents/ml/Model;->convs_2_weight:Lcom/facebook/appevents/ml/Model$Weight;
iget-object v7, v7, Lcom/facebook/appevents/ml/Model$Weight;->shape:[I
aget v8, v7, v5
rsub-int v8, v8, 0x80
add-int/2addr v8, v4
aget v7, v7, v13
invoke-static {v14, v6, v4, v8, v7}, Lcom/facebook/appevents/ml/Operator;->add([F[FIII)[F
.line 8
iget-object v6, v0, Lcom/facebook/appevents/ml/Model;->convs_3_bias:Lcom/facebook/appevents/ml/Model$Weight;
iget-object v6, v6, Lcom/facebook/appevents/ml/Model$Weight;->data:[F
iget-object v7, v0, Lcom/facebook/appevents/ml/Model;->convs_3_weight:Lcom/facebook/appevents/ml/Model$Weight;
iget-object v7, v7, Lcom/facebook/appevents/ml/Model$Weight;->shape:[I
aget v8, v7, v5
rsub-int v8, v8, 0x80
add-int/2addr v8, v4
aget v7, v7, v13
invoke-static {v2, v6, v4, v8, v7}, Lcom/facebook/appevents/ml/Operator;->add([F[FIII)[F
.line 9
iget-object v6, v0, Lcom/facebook/appevents/ml/Model;->convs_1_weight:Lcom/facebook/appevents/ml/Model$Weight;
iget-object v6, v6, Lcom/facebook/appevents/ml/Model$Weight;->shape:[I
aget v7, v6, v5
rsub-int v7, v7, 0x80
add-int/2addr v7, v4
aget v6, v6, v13
mul-int v7, v7, v6
invoke-static {v3, v7}, Lcom/facebook/appevents/ml/Operator;->relu([FI)V
.line 10
iget-object v6, v0, Lcom/facebook/appevents/ml/Model;->convs_2_weight:Lcom/facebook/appevents/ml/Model$Weight;
iget-object v6, v6, Lcom/facebook/appevents/ml/Model$Weight;->shape:[I
aget v7, v6, v5
rsub-int v7, v7, 0x80
add-int/2addr v7, v4
aget v6, v6, v13
mul-int v7, v7, v6
invoke-static {v14, v7}, Lcom/facebook/appevents/ml/Operator;->relu([FI)V
.line 11
iget-object v6, v0, Lcom/facebook/appevents/ml/Model;->convs_3_weight:Lcom/facebook/appevents/ml/Model$Weight;
iget-object v6, v6, Lcom/facebook/appevents/ml/Model$Weight;->shape:[I
aget v7, v6, v5
rsub-int v7, v7, 0x80
add-int/2addr v7, v4
aget v6, v6, v13
mul-int v7, v7, v6
invoke-static {v2, v7}, Lcom/facebook/appevents/ml/Operator;->relu([FI)V
.line 12
iget-object v6, v0, Lcom/facebook/appevents/ml/Model;->convs_1_weight:Lcom/facebook/appevents/ml/Model$Weight;
iget-object v6, v6, Lcom/facebook/appevents/ml/Model$Weight;->shape:[I
aget v7, v6, v5
rsub-int v7, v7, 0x80
add-int/2addr v7, v4
aget v8, v6, v13
aget v6, v6, v5
rsub-int v6, v6, 0x80
add-int/2addr v6, v4
invoke-static {v3, v7, v8, v6}, Lcom/facebook/appevents/ml/Operator;->maxPool1D([FIII)[F
move-result-object v3
.line 13
iget-object v6, v0, Lcom/facebook/appevents/ml/Model;->convs_2_weight:Lcom/facebook/appevents/ml/Model$Weight;
iget-object v6, v6, Lcom/facebook/appevents/ml/Model$Weight;->shape:[I
aget v7, v6, v5
rsub-int v7, v7, 0x80
add-int/2addr v7, v4
aget v8, v6, v13
aget v6, v6, v5
rsub-int v6, v6, 0x80
add-int/2addr v6, v4
invoke-static {v14, v7, v8, v6}, Lcom/facebook/appevents/ml/Operator;->maxPool1D([FIII)[F
move-result-object v6
.line 14
iget-object v7, v0, Lcom/facebook/appevents/ml/Model;->convs_3_weight:Lcom/facebook/appevents/ml/Model$Weight;
iget-object v7, v7, Lcom/facebook/appevents/ml/Model$Weight;->shape:[I
aget v8, v7, v5
rsub-int v8, v8, 0x80
add-int/2addr v8, v4
aget v9, v7, v13
aget v5, v7, v5
sub-int/2addr v1, v5
add-int/2addr v1, v4
invoke-static {v2, v8, v9, v1}, Lcom/facebook/appevents/ml/Operator;->maxPool1D([FIII)[F
move-result-object v1
.line 15
invoke-static {v3, v6}, Lcom/facebook/appevents/ml/Operator;->concatenate([F[F)[F
move-result-object v2
invoke-static {v2, v1}, Lcom/facebook/appevents/ml/Operator;->concatenate([F[F)[F
move-result-object v1
move-object/from16 v2, p1
invoke-static {v1, v2}, Lcom/facebook/appevents/ml/Operator;->concatenate([F[F)[F
move-result-object v5
.line 16
iget-object v1, v0, Lcom/facebook/appevents/ml/Model;->fc1_weight:Lcom/facebook/appevents/ml/Model$Weight;
iget-object v6, v1, Lcom/facebook/appevents/ml/Model$Weight;->data:[F
iget-object v2, v0, Lcom/facebook/appevents/ml/Model;->fc1_bias:Lcom/facebook/appevents/ml/Model$Weight;
iget-object v7, v2, Lcom/facebook/appevents/ml/Model$Weight;->data:[F
iget-object v1, v1, Lcom/facebook/appevents/ml/Model$Weight;->shape:[I
aget v9, v1, v4
aget v10, v1, v13
const/4 v8, 0x1
invoke-static/range {v5 .. v10}, Lcom/facebook/appevents/ml/Operator;->dense([F[F[FIII)[F
move-result-object v14
.line 17
iget-object v1, v0, Lcom/facebook/appevents/ml/Model;->fc1_bias:Lcom/facebook/appevents/ml/Model$Weight;
iget-object v1, v1, Lcom/facebook/appevents/ml/Model$Weight;->shape:[I
aget v1, v1, v13
invoke-static {v14, v1}, Lcom/facebook/appevents/ml/Operator;->relu([FI)V
.line 18
iget-object v1, v0, Lcom/facebook/appevents/ml/Model;->fc2_weight:Lcom/facebook/appevents/ml/Model$Weight;
iget-object v15, v1, Lcom/facebook/appevents/ml/Model$Weight;->data:[F
iget-object v2, v0, Lcom/facebook/appevents/ml/Model;->fc2_bias:Lcom/facebook/appevents/ml/Model$Weight;
iget-object v2, v2, Lcom/facebook/appevents/ml/Model$Weight;->data:[F
iget-object v1, v1, Lcom/facebook/appevents/ml/Model$Weight;->shape:[I
aget v18, v1, v4
aget v19, v1, v13
const/16 v17, 0x1
move-object/from16 v16, v2
invoke-static/range {v14 .. v19}, Lcom/facebook/appevents/ml/Operator;->dense([F[F[FIII)[F
move-result-object v5
.line 19
iget-object v1, v0, Lcom/facebook/appevents/ml/Model;->fc2_bias:Lcom/facebook/appevents/ml/Model$Weight;
iget-object v1, v1, Lcom/facebook/appevents/ml/Model$Weight;->shape:[I
aget v1, v1, v13
invoke-static {v5, v1}, Lcom/facebook/appevents/ml/Operator;->relu([FI)V
.line 20
iget-object v1, v0, Lcom/facebook/appevents/ml/Model;->fc3_weight:Lcom/facebook/appevents/ml/Model$Weight;
iget-object v6, v1, Lcom/facebook/appevents/ml/Model$Weight;->data:[F
iget-object v2, v0, Lcom/facebook/appevents/ml/Model;->fc3_bias:Lcom/facebook/appevents/ml/Model$Weight;
iget-object v7, v2, Lcom/facebook/appevents/ml/Model$Weight;->data:[F
iget-object v1, v1, Lcom/facebook/appevents/ml/Model$Weight;->shape:[I
aget v9, v1, v4
aget v10, v1, v13
invoke-static/range {v5 .. v10}, Lcom/facebook/appevents/ml/Operator;->dense([F[F[FIII)[F
move-result-object v1
.line 21
iget-object v2, v0, Lcom/facebook/appevents/ml/Model;->fc3_bias:Lcom/facebook/appevents/ml/Model$Weight;
iget-object v2, v2, Lcom/facebook/appevents/ml/Model$Weight;->shape:[I
aget v2, v2, v13
invoke-static {v1, v2}, Lcom/facebook/appevents/ml/Operator;->softmax([FI)V
.line 22
invoke-virtual {v0, v1}, Lcom/facebook/appevents/ml/Model;->processPredictionResult([F)Ljava/lang/String;
move-result-object v1
return-object v1
.end method
.method processAddressDetectionResult([F)Ljava/lang/String;
.registers 4
const/4 v0, 0x1
.line 1
aget p1, p1, v0
iget-object v0, p0, Lcom/facebook/appevents/ml/Model;->thresholds:[F
const/4 v1, 0x0
aget v0, v0, v1
cmpl-float p1, p1, v0
if-ltz p1, :cond_f
const-string p1, "SHOULD_FILTER"
goto :goto_10
:cond_f
const/4 p1, 0x0
:goto_10
return-object p1
.end method
.method processPredictionResult([F)Ljava/lang/String;
.registers 5
.line 1
array-length v0, p1
const/4 v1, 0x0
if-eqz v0, :cond_28
iget-object v0, p0, Lcom/facebook/appevents/ml/Model;->thresholds:[F
array-length v0, v0
if-nez v0, :cond_a
goto :goto_28
.line 2
:cond_a
iget-object v0, p0, Lcom/facebook/appevents/ml/Model;->useCase:Ljava/lang/String;
const-string v2, "SUGGEST_EVENT"
invoke-virtual {v0, v2}, Ljava/lang/String;->equals(Ljava/lang/Object;)Z
move-result v0
if-eqz v0, :cond_19
.line 3
invoke-virtual {p0, p1}, Lcom/facebook/appevents/ml/Model;->processSuggestedEventResult([F)Ljava/lang/String;
move-result-object p1
return-object p1
.line 4
:cond_19
iget-object v0, p0, Lcom/facebook/appevents/ml/Model;->useCase:Ljava/lang/String;
const-string v2, "DATA_DETECTION_ADDRESS"
invoke-virtual {v0, v2}, Ljava/lang/String;->equals(Ljava/lang/Object;)Z
move-result v0
if-eqz v0, :cond_28
.line 5
invoke-virtual {p0, p1}, Lcom/facebook/appevents/ml/Model;->processAddressDetectionResult([F)Ljava/lang/String;
move-result-object p1
return-object p1
:cond_28
:goto_28
return-object v1
.end method
.method processSuggestedEventResult([F)Ljava/lang/String;
.registers 5
.line 1
iget-object v0, p0, Lcom/facebook/appevents/ml/Model;->thresholds:[F
array-length v0, v0
array-length v1, p1
if-eq v0, v1, :cond_8
const/4 p1, 0x0
return-object p1
:cond_8
const/4 v0, 0x0
.line 2
:goto_9
iget-object v1, p0, Lcom/facebook/appevents/ml/Model;->thresholds:[F
array-length v2, v1
if-ge v0, v2, :cond_22
.line 3
aget v2, p1, v0
aget v1, v1, v0
cmpl-float v1, v2, v1
if-ltz v1, :cond_1f
.line 4
sget-object p1, Lcom/facebook/appevents/ml/Model;->SUGGESTED_EVENTS_PREDICTION:Ljava/util/List;
invoke-interface {p1, v0}, Ljava/util/List;->get(I)Ljava/lang/Object;
move-result-object p1
check-cast p1, Ljava/lang/String;
return-object p1
:cond_1f
add-int/lit8 v0, v0, 0x1
goto :goto_9
:cond_22
const-string p1, "other"
return-object p1
.end method