This is the first article about running an AI model on Mac Studio, and I will continue to migrate the environment from CUDA / Nvidia GPU to Mac MPS.
Why did I choose Mac Studio?
I chose Mac Studio because it is less expensive. It has 192GB of memory that can be used as a GPU. This means that it is possible to migrate the program from Nvidia GPU and save some money for personal use.
What is Fuyu-8B?
We are releasing Fuyu-8B, a small version of the multimodal model that powers our product. The model is available on HuggingFace. We think Fuyu-8B is exciting because:
It has a much simpler architecture and training procedure than other multimodal models, making it easier to understand, scale, and deploy.
It is designed from the ground up for digital agents, so it can support arbitrary image resolutions, answer questions about graphs and diagrams, answer UI-based questions, and perform fine-grained localization on screen images.
It is fast – we can get responses for large images in less than 100 milliseconds.
Despite being optimized for our use case, it performs well at standard image understanding benchmarks such as visual question-answering and natural-image-captioning.
Ok, let’s do it now.
Prepare the environment:
You need Python 3.6+ and virtualenv installed. Conda or venv also work.
cssCopy code
virtualenv -p python3 py3
Download the HuggingFace transformers and clone the transformer from GitHub.
bashCopy code
git clone https://github.com/huggingface/transformers.git cd transformers pip install .
You are almost done here; now we can start the samples.
Sample 1:
from transformers import FuyuProcessor, FuyuForCausalLM
from PIL import Image
# load model and processor
model_id = "."
processor = FuyuProcessor.from_pretrained(model_id)
model = FuyuForCausalLM.from_pretrained(model_id, device_map="mps", torch_dtype=torch.float16)
# prepare inputs for the model
text_prompt = "Generate a coco-style caption.\n"
image_path = "bus.png" # https://huggingface.co/adept-hf-collab/fuyu-8b/blob/main/bus.png
image = Image.open(image_path)
inputs = processor(text=text_prompt, images=image, return_tensors="pt")
for k, v in inputs.items():
inputs[k] = v.to("mps")
# autoregressively generate text
generation_output = model.generate(**inputs, max_new_tokens=7)
generation_text = processor.batch_decode(generation_output[:, -7:], skip_special_tokens=True)
print(generation_text)
Sample 2:
import os
from transformers import FuyuProcessor, FuyuForCausalLM
from PIL import Image
import torch
def list_files_in_directory(path, extensions=[".png", ".jpeg", ".jpg", ".JPG", ".PNG", ".JPEG"]):
files = [f for f in os.listdir(path) if os.path.isfile(os.path.join(path, f)) and any(f.endswith(ext) for ext in extensions)]
return files
def main():
# load model and processor
model_id = "." #adept/fuyu-8b"
processor = FuyuProcessor.from_pretrained(model_id)
model = FuyuForCausalLM.from_pretrained(model_id, device_map="mps", torch_dtype=torch.float16) # To solve OOM, float16 enables operation with only 24GB of VRAM. Alternatively float16 can be replaced with bfloat16 with differences in loading time and inference time.
# Load last image path or ask user
try:
with open("last_path.txt", "r") as f:
last_path = f.read().strip()
user_input = input(f"Do you want to use the last path '{last_path}'? (yes/no, default yes): ")
if not user_input or user_input.lower() != 'no':
last_path = last_path
else:
raise ValueError("User chose to input a new path.")
except:
last_path = input("Please provide the image directory path: ")
with open("last_path.txt", "w") as f:
f.write(last_path)
while True:
# List the first 10 images in the directory
images = list_files_in_directory(last_path)[:10]
for idx, image in enumerate(images, start=1):
print(f"{idx}. {image}")
# Allow the user to select an image
image_choice = input(f"Choose an image (1-{len(images)}) or enter its name: ")
try:
idx = int(image_choice)
image_path = os.path.join(last_path, images[idx-1])
except ValueError:
image_path = os.path.join(last_path, image_choice)
try:
image = Image.open(image_path)
except:
print("Cannot open the image. Please check the path and try again.")
continue
questions = [
"Generate a coco-style caption.",
"What color is the object?",
"Describe the scene.",
"Describe the facial expression of the character.",
"Tell me about the story from the image.",
"Enter your own question"
]
# Asking the user to select a question from list, or select to input one
for idx, q in enumerate(questions, start=1):
print(f"{idx}. {q}")
q_choice = int(input("Choose a question or enter your own: "))
if q_choice <= 5:
text_prompt = questions[q_choice-1] + '\n'
else:
text_prompt = input("Please enter your question: ") + '\n'
while True: # To enable the user to ask further question about an image
inputs = processor(text=text_prompt, images=image, return_tensors="pt")
for k, v in inputs.items():
inputs[k] = v.to("mps")
# To eliminate attention_mask warning
inputs["attention_mask"] = torch.ones(inputs["input_ids"].shape, device="mps")
generation_output = model.generate(**inputs, max_new_tokens=50, pad_token_id=model.config.eos_token_id)
generation_text = processor.batch_decode(generation_output[:, -50:], skip_special_tokens=True)
print("Answer:", generation_text[0])
text_prompt = input("Ask another question about the same image or type '/exit' to exit: ") + '\n'
if text_prompt.strip() == '/exit':
break
#if name == "main":
main()
yes, It is Chinese. But not the Chinese fuyu-7b knows. It is not “食” (eating) , but “我不想洗碗”( i don’t want to wash the dishes). Fuyu-7b is lying. lol.
This tool allows you to redirect any TCP connection to SOCKS or HTTPS proxy using your firewall, so redirection may be system-wide or network-wide.
When is redsocks useful?
you want to route part of TCP traffic via OpenSSH DynamicForward Socks5 port using firewall policies. That was original redsocks development goal;
you use DVB ISP and this ISP provides internet connectivity with some special daemon that may be also called “Internet accelerator” and the accelerator acts as a proxy and has no “transparent proxy” feature and you need it. Globax was an example of alike accelerator, but Globax 5 has transparent proxy feature. That was the second redsocks` development goal;
you have to pass traffic through proxy due to corporate network limitation. That was never a goal for redsocks, but users have reported success with some proxy configurations.
Copied>>> from diffusers import UNet2DModel >>> model = UNet2DModel( … sample_size=config.image_size, # the target image resolution … in_channels=3, # the number of input channels, 3 for RGB images … out_channels=3, # the number of output channels … layers_per_block=2, # how many ResNet layers to use per UNet block … block_out_channels=(128, 128, 256, 256, 512, 512), # the number of output channels for each UNet block … down_block_types=( … “DownBlock2D”, # a regular ResNet downsampling block … “DownBlock2D”, … “DownBlock2D”, … “DownBlock2D”, … “AttnDownBlock2D”, # a ResNet downsampling block with spatial self-attention … “DownBlock2D”, … ), … up_block_types=( … “UpBlock2D”, # a regular ResNet upsampling block … “AttnUpBlock2D”, # a ResNet upsampling block with spatial self-attention … “UpBlock2D”, … “UpBlock2D”, … “UpBlock2D”, … “UpBlock2D”, … ), … )
Copied>>> from diffusers import DDPMPipeline >>> from diffusers.utils import make_image_grid >>> import math >>> import os >>> def evaluate(config, epoch, pipeline): … # Sample some images from random noise (this is the backward diffusion process). … # The default pipeline output type is `List[PIL.Image]` … images = pipeline( … batch_size=config.eval_batch_size, … generator=torch.manual_seed(config.seed), … ).images … # Make a grid out of the images … image_grid = make_image_grid(images, rows=4, cols=4) … # Save the images … test_dir = os.path.join(config.output_dir, “samples”) … os.makedirs(test_dir, exist_ok=True) … image_grid.save(f”{test_dir}/{epoch:04d}.png”)
1. 当nonce太小（小于当前的nonce值），交易会被直接拒绝，Transactions with too low a nonce get immediately rejected；
2. 当nonce太大，大于当前nonce，交易会一直处于队列之中，Transactions with too high a nonce get placed in the transaction pool queue；
3.当发送一个比较大的nonce值，然后补齐开始nonce到那个值之间的nonce，那么交易依旧可以被执行，If transactions with nonces that fill the gap between the last valid nonce and the too high nonce are sent and the nonce sequence is complete, all the transactions in the sequence will get processed and mined.
4. 交易队列只保存最多64个从同一个账户发出的交易，The transaction pool queue will only hold a maximum of 64 transactions with the same From:address with nonces out of sequence. 也就是说，如果要批量转账，同一节点不要发出超过64笔交易。
5.当某节点queue中还有交易，但此时停止geth客户端，queue中的交易会被清除掉，When the geth instances are shut down and restarted, transactions in the transaction pool queue disappear.
I planed make an self-desgin photo or movie player base on Raspberry. Also I can use it as photo frame. If I need improve the performance of the PI, I need write it with Python, I think.
Part 1 – Build the Foundation
In this part, we will focus on preparing Raspbian Lite.
1. Download the latest Raspbian Lite image.
2. Format the SD / microSD card with Raspbian Lite (Plenty of guides out there on how to do this. For macOS, Linux, and Windows users, Etcher is an easy to use application that can help you do this.)
3. Insert the SD / microSD card into the Pi.
4. Connect the Pi to the Internet using an Ethernet cable. If you want to use Wi-Fi instead, you will have to read on how to configure your wireless receiver using the command line after your Pi has finished booting.
5. Connect your TV / Monitor and keyboard. (Mouse is optional at this time.) Turn on the Pi. The Pi should boot up successfully and a prompt to log in will appear.
6. Log into Raspbian. The username is pi and the password is raspberry.
now, you can write you java program now. For example, I wrote a test program with a button in the center of screen. once I click the button, the window will change to the full size of the screen.
public class FullScreenTest {
public static void main(String[] args) {
final JFrame f = new JFrame(“FullScreenTest”);
final JButton btn = new JButton(“FullScreen”);
btn.addActionListener(new ActionListener() {
public void actionPerformed(ActionEvent e) {
if (btn.getText().equals(“FullScreen”)) {
f.dispose();
f.setUndecorated(true);
f.getGraphicsConfiguration().getDevice().setFullScreenWindow(f);
f.setVisible(true);
btn.setText(“NormalMode”);
} else {
f.dispose();
f.setUndecorated(false);
f.getGraphicsConfiguration().getDevice().setFullScreenWindow(null);
f.setVisible(true);
btn.setText(“FullScreen”);
}
}
});
In order to have a command or program run when the Pi boots, you can add commands to the rc.local file. This is especially useful if you want to be able to plug your Pi in to power headless, and have it run a program without configuration or a manual start.
EDITING RC.LOCAL
On your Pi, edit the file /etc/rc.local using the editor of your choice. You must edit with root, for example:
sudo nano /etc/rc.local
Add commands below the comment, but leave the line exit 0 at the end, then save the file and exit.
/*
* Copyright 2006 Sun Microsystems, Inc. All Rights Reserved.
*
* Redistribution and use in source and binary forms, with or without
* modification, are permitted provided that the following conditions
* are met:
*
* - Redistributions of source code must retain the above copyright
* notice, this list of conditions and the following disclaimer.
*
* - Redistributions in binary form must reproduce the above copyright
* notice, this list of conditions and the following disclaimer in the
* documentation and/or other materials provided with the distribution.
*
* - Neither the name of Sun Microsystems nor the names of its
* contributors may be used to endorse or promote products derived
* from this software without specific prior written permission.
*
* THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS
* IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO,
* THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR
* PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR
* CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
* EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
* PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
* PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF
* LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
* NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
* SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
*/import java.io.BufferedReader;
import java.io.File;
import java.io.FileInputStream;
import java.io.FileOutputStream;
import java.io.InputStream;
import java.io.InputStreamReader;
import java.io.OutputStream;
import java.security.KeyStore;
import java.security.MessageDigest;
import java.security.cert.CertificateException;
import java.security.cert.X509Certificate;
import javax.net.ssl.SSLContext;
import javax.net.ssl.SSLException;
import javax.net.ssl.SSLSocket;
import javax.net.ssl.SSLSocketFactory;
import javax.net.ssl.TrustManager;
import javax.net.ssl.TrustManagerFactory;
import javax.net.ssl.X509TrustManager;
publicclass InstallCert {
publicstaticvoid main(String[] args) throws Exception {
String host;
int port;
char[] passphrase;
if ((args.length == 1) || (args.length == 2)) {
String[] c = args[0].split(":");
host = c[0];
port = (c.length == 1) ? 443 : Integer.parseInt(c[1]);
String p = (args.length == 1) ? "changeit" : args[1];
passphrase = p.toCharArray();
} else {
System.out.println("Usage: java InstallCert <host>[:port] [passphrase]");
return;
}
Filefile = newFile("jssecacerts");
if (file.isFile() == false) {
char SEP = File.separatorChar;
File dir = newFile(System.getProperty("java.home") + SEP + "lib" + SEP + "security");
file = newFile(dir, "jssecacerts");
if (file.isFile() == false) {
file = newFile(dir, "cacerts");
}
}
System.out.println("Loading KeyStore " + file + "...");
InputStream in = new FileInputStream(file);
KeyStore ks = KeyStore.getInstance(KeyStore.getDefaultType());
ks.load(in, passphrase);
in.close();
SSLContext context = SSLContext.getInstance("TLS");
TrustManagerFactory tmf = TrustManagerFactory.getInstance(TrustManagerFactory.getDefaultAlgorithm());
tmf.init(ks);
X509TrustManager defaultTrustManager = (X509TrustManager) tmf.getTrustManagers()[0];
SavingTrustManager tm = new SavingTrustManager(defaultTrustManager);
context.init(null, new TrustManager[]{tm}, null);
SSLSocketFactory factory = context.getSocketFactory();
System.out.println("Opening connection to " + host + ":" + port + "...");
SSLSocket socket = (SSLSocket) factory.createSocket(host, port);
socket.setSoTimeout(10000);
try {
System.out.println("Starting SSL handshake...");
socket.startHandshake();
socket.close();
System.out.println();
System.out.println("No errors, certificate is already trusted");
} catch (SSLException e) {
System.out.println();
e.printStackTrace(System.out);
}
X509Certificate[] chain = tm.chain;
if (chain == null) {
System.out.println("Could not obtain server certificate chain");
return;
}
BufferedReader reader = new BufferedReader(new InputStreamReader(System.in));
System.out.println();
System.out.println("Server sent " + chain.length + " certificate(s):");
System.out.println();
MessageDigest sha1 = MessageDigest.getInstance("SHA1");
MessageDigest md5 = MessageDigest.getInstance("MD5");
for (int i = 0; i < chain.length; i++) {
X509Certificate cert = chain[i];
System.out.println(" " + (i + 1) + " Subject " + cert.getSubjectDN());
System.out.println(" Issuer " + cert.getIssuerDN());
sha1.update(cert.getEncoded());
System.out.println(" sha1 " + toHexString(sha1.digest()));
md5.update(cert.getEncoded());
System.out.println(" md5 " + toHexString(md5.digest()));
System.out.println();
}
System.out.println("Enter certificate to add to trusted keystore or 'q' to quit: [1]");
String line = reader.readLine().trim();
int k;
try {
k = (line.length() == 0) ? 0 : Integer.parseInt(line) - 1;
} catch (NumberFormatException e) {
System.out.println("KeyStore not changed");
return;
}
X509Certificate cert = chain[k];
String alias = host + "-" + (k + 1);
ks.setCertificateEntry(alias, cert);
OutputStream out = new FileOutputStream("jssecacerts");
ks.store(out, passphrase);
out.close();
System.out.println();
System.out.println(cert);
System.out.println();
System.out.println("Added certificate to keystore 'jssecacerts' using alias '" + alias + "'");
}
privatestaticfinalchar[] HEXDIGITS = "0123456789abcdef".toCharArray();
privatestatic String toHexString(byte[] bytes) {
StringBuilder sb = new StringBuilder(bytes.length * 3);
for (int b : bytes) {
b &= 0xff;
sb.append(HEXDIGITS[b >> 4]);
sb.append(HEXDIGITS[b & 15]);
sb.append(' ');
}
return sb.toString();
}
privatestaticclass SavingTrustManager implements X509TrustManager {
privatefinal X509TrustManager tm;
private X509Certificate[] chain;
SavingTrustManager(X509TrustManager tm) {
this.tm = tm;
}
public X509Certificate[] getAcceptedIssuers() {
thrownew UnsupportedOperationException();
}
publicvoid checkClientTrusted(X509Certificate[] chain, String authType) throws CertificateException {
thrownew UnsupportedOperationException();
}
publicvoid checkServerTrusted(X509Certificate[] chain, String authType) throws CertificateException {
this.chain = chain;
tm.checkServerTrusted(chain, authType);
}
}
}
java InstallCert www.cebbank.com
Loading KeyStore /usr/java/jdk1.6.0_31/jre/lib/security/cacerts...
Opening connection to www.cebbank.com:443...
Starting SSL handshake...
javax.net.ssl.SSLHandshakeException: sun.security.validator.ValidatorException: PKIX path building failed:
sun.security.provider.certpath.SunCertPathBuilderException: unable tofind valid certification path to requested target
at com.sun.net.ssl.internal.ssl.Alerts.getSSLException(Alerts.java:174)
at com.sun.net.ssl.internal.ssl.SSLSocketImpl.fatal(SSLSocketImpl.java:1731)
at com.sun.net.ssl.internal.ssl.Handshaker.fatalSE(Handshaker.java:241)
at com.sun.net.ssl.internal.ssl.Handshaker.fatalSE(Handshaker.java:235)
at com.sun.net.ssl.internal.ssl.ClientHandshaker.serverCertificate(ClientHandshaker.java:1206)
at com.sun.net.ssl.internal.ssl.ClientHandshaker.processMessage(ClientHandshaker.java:136)
at com.sun.net.ssl.internal.ssl.Handshaker.processLoop(Handshaker.java:593)
at com.sun.net.ssl.internal.ssl.Handshaker.process_record(Handshaker.java:529)
at com.sun.net.ssl.internal.ssl.SSLSocketImpl.readRecord(SSLSocketImpl.java:925)
at com.sun.net.ssl.internal.ssl.SSLSocketImpl.performInitialHandshake(SSLSocketImpl.java:1170)
at com.sun.net.ssl.internal.ssl.SSLSocketImpl.startHandshake(SSLSocketImpl.java:1197)
at com.sun.net.ssl.internal.ssl.SSLSocketImpl.startHandshake(SSLSocketImpl.java:1181)
at InstallCert.main(InstallCert.java:102)
Caused by: sun.security.validator.ValidatorException: PKIX path building failed:
sun.security.provider.certpath.SunCertPathBuilderException: unable tofind valid certification path to requested target
at sun.security.validator.PKIXValidator.doBuild(PKIXValidator.java:323)
at sun.security.validator.PKIXValidator.engineValidate(PKIXValidator.java:217)
at sun.security.validator.Validator.validate(Validator.java:218)
at com.sun.net.ssl.internal.ssl.X509TrustManagerImpl.validate(X509TrustManagerImpl.java:126)
at com.sun.net.ssl.internal.ssl.X509TrustManagerImpl.checkServerTrusted(X509TrustManagerImpl.java:209)
at InstallCert$SavingTrustManager.checkServerTrusted(InstallCert.java:198)
at com.sun.net.ssl.internal.ssl.ClientHandshaker.serverCertificate(ClientHandshaker.java:1198)
... 8 more
Caused by: sun.security.provider.certpath.SunCertPathBuilderException: unable tofind valid certification path to requested target
at sun.security.provider.certpath.SunCertPathBuilder.engineBuild(SunCertPathBuilder.java:174)
at java.security.cert.CertPathBuilder.build(CertPathBuilder.java:238)
at sun.security.validator.PKIXValidator.doBuild(PKIXValidator.java:318)
... 14 more
Server sent 1 certificate(s):
1 Subject CN=www.cebbank.com, OU=Terms of use at www.verisign.com/rpa (c)05, OU=CEB, O="China Everbright Bank Co., Ltd", L=Beijing
Issuer CN=VeriSign Class 3 Extended Validation SSL CA, OU=Terms of use at https://www.verisign.com/rpa (c)06, OU=VeriSign Trust Network
sha1 5b d2 856e b3 a4 2b07 a2 1347 b3 be3e1f c9 d3 ce4657
md5 05 d8 ae ee f1 d9 51636d 2f11 e0 ac d0 e7 d7
Enter certificate toaddto trusted keystore or'q'to quit: [1]
然后输入 1 并回车，会看到类似下面的打印信息
[
[
Version: V3
Subject: CN=www.cebbank.com, OU=Terms of use at www.verisign.com/rpa (c)05, OU=CEB, O="China Everbright Bank Co., Ltd", L=Beijing
Signature Algorithm: SHA1withRSA, OID = 1.2.840.113549.1.1.5
Key: Sun RSA public key, 2048 bits
modulus: 30831246384548809540705228292841393062583732250993909916355780413722161557074568469738254573472093341710481517139910877
public exponent: 65537
Validity: [From: Mon Jul 0208:00:00 CST 2012,
To: Thu Jul 0307:59:59 CST 2014]
Issuer: CN=VeriSign Class 3 Extended Validation SSL CA, OU=Terms of use at https://www.verisign.com/rpa (c)06, OU=VeriSign Trust Network
SerialNumber: [ 5715ab25 6be8fa42 2fa28dd4 601bc732]
Certificate Extensions: 9
[1]: ObjectId: 1.3.6.1.5.5.7.1.1 Criticality=false
AuthorityInfoAccess [
[
accessMethod: 1.3.6.1.5.5.7.48.1
accessLocation: URIName: http://ocsp.verisign.com,
accessMethod: 1.3.6.1.5.5.7.48.2
accessLocation: URIName: http://EVSecure-aia.verisign.com/EVSecure2006.cer]
]
[2]: ObjectId: 2.5.29.17 Criticality=false
SubjectAlternativeName [
DNSName: www.cebbank.com
]
[3]: ObjectId: 2.5.29.35 Criticality=false
AuthorityKeyIdentifier [
KeyIdentifier [
0000: FC 8A 50 BA 9E B9 255A 7B 55854F 9500638F ..P...%Z.U.O..c.
0010: E9 586B 43 .XkC
]
]
[4]: ObjectId: 2.5.29.32 Criticality=false
CertificatePolicies [
[CertificatePolicyId: [2.16.840.1.113733.1.7.23.6]
[PolicyQualifierInfo: [
qualifierID: 1.3.6.1.5.5.7.2.1
qualifier: 0000: 161C 68747470733A 2F 2F 7777772E 7665 ..https://www.ve
0010: 72697369676E 2E 636F 6D 2F 637073 risign.com/cps
]] ]
]
[5]: ObjectId: 2.5.29.19 Criticality=false
BasicConstraints:[
CA:false
PathLen: undefined
]
[6]: ObjectId: 1.3.6.1.5.5.7.1.12 Criticality=false
Extension unknown: DER encoded OCTET string =
0000: 04623060 A1 5E A0 5C 305A 305830561609 .b0`.^.\0Z0X0V..
0010: 696D 6167652F 6769663021301F 300706 image/gif0!0.0..
0020: 052B 0E 03021A 04144B 6B B9 2896060C BB .+......Kk.(....0030: D0 52389B 29 AC 4B 078B 21051830261624 .R8.).K..!..0&.$
0040: 687474703A 2F 2F 6C 6F 676F 2E 76657269 http://logo.veri
0050: 7369676E 2E 636F 6D 2F 76736C 6F 676F 31 sign.com/vslogo1
0060: 2E 676966 .gif
[7]: ObjectId: 2.5.29.37 Criticality=false
ExtendedKeyUsages [
serverAuth
clientAuth
]
[8]: ObjectId: 2.5.29.31 Criticality=false
CRLDistributionPoints [
[DistributionPoint:
[URIName: http://EVSecure-crl.verisign.com/EVSecure2006.crl]
]]
[9]: ObjectId: 2.5.29.15 Criticality=false
KeyUsage [
DigitalSignature
Key_Encipherment
]
]
Algorithm: [SHA1withRSA]
Signature:
0000: 420A 89 BF 48081E F4 98 F2 E5 DB 0D 83 EF 37 B...H..........7
0010: EC 276F 4D 8169 C6 4A 4C 17 EC 57 F5 482A 14 .'oM.i.JL..W.H*.
0020: 3C 54 B2 C5 493942 BA EC 837802 F9 966C 63 <T..I9B...x...lc
0030: 80 BC 6061 BB 20 D1 AD C3 D3 76476F 0C 7B AC ..`a. ....vGo...
0040: 76 B2 C7 2D B1 0A 7A 00 CA 403886 FF 9F 12 F5 v..-..z..@8.....
0050: BE 5A E7 42972F DF DE 0C 19 C5 F6 9258177A .Z.B./.......X.z
0060: 9A 1D 2C 2C DA 8B 83832D BE 0758563692 E7 ..,,....-..XV6..
0070: B1 F8 A0 B5 00 F4 C3 30 D1 34373D 94752804 .......0.47=.u(.0080: A2 D8 C3 FE B1 E1 C2 2E 51 A8 6F D5 096D 49 DB ........Q.o..mI.
0090: 2E 1D 4B F7 A8 0630 B4 97 E7 C2 3326 FD 6A DF ..K...0....3&.j.
00A0: D6 B0 10 A1 F2 73 DD 5A 60 DE 515E EA 804686 .....s.Z`.Q^..F.00B0: 250B 53 FC C2 578035092D 31552835 EE 0F %.S..W.5.-1U(5..
00C0: 62504B 12750B 029F 2F 0B D2 8A 0D 23 E3 C1 bPK.u.../....#..
00D0: 48285633 E1 DE 31 DD 72781596 EE 2B A5 1D H(V3..1.rx...+..00E0: 37851B E5 88538088026D 90 F3 E6 4A 74 AC 7....S...m...Jt.
00F0: D2 CA 0E 04 BC 46 A0 5734 FA CF 9D E5 D7 0E 4B .....F.W4......K
]
Added certificate to keystore 'jssecacerts' using alias 'www.cebbank.com-1'
