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How to use get_gpu method in Airtest
Best Python code snippet using Airtest
keepa_gpu.py
Source:keepa_gpu.py 
1import time2import requests3from data_gather.api_key import *4days = 665def get_gpu(manufacturer, product, ASIN_list):6 """7 :param manufacturer: manufacturer of gpu, as part of save path8 :param product: gpu product name9 :param ASIN_list: list of ASINs10 :return:11 """12 for ASIN in ASIN_list:13 print(f'Requesting information of manufacturer: {manufacturer}, product: {product}, ASIN: {ASIN}')14 url = f'https://api.keepa.com/product?key={keepa_access_key}&domain=1&asin={ASIN}&history=1&buybox=1&days={days}'15 req = requests.get(url)16 with open(f'gpu/{manufacturer}/{product}-{ASIN}.json', 'wb') as f:17 f.write(req.content)18 time.sleep(45)19# MSI20get_gpu('MSI', 'NVIDIA Geforce GTX 1050 Ti', ['B01MAZ357B', 'B01N683IAQ'])21get_gpu('MSI', 'NVIDIA Geforce GTX 1650', ['B086VR4VHX', 'B086VQPW2T', 'B08GL81369'])22get_gpu('MSI', 'NVIDIA Geforce GTX 1660', ['B07PBLDV3D', 'B07P9G4QK1'])23get_gpu('MSI', 'NVIDIA Geforce GTX 1660 Super', ['B07ZK69HDK', 'B07ZHDZ1K6'])24get_gpu('MSI', 'NVIDIA Geforce GTX 1660 Ti', ['B07N824KNV', 'B07N825Y1L'])25get_gpu('MSI', 'NVIDIA Geforce RTX 2060', ['B07MC23VS4', 'B07MQ36Z6L'])26get_gpu('MSI', 'NVIDIA Geforce RTX 2060 Super', ['B07YXQ19NC'])27get_gpu('MSI', 'NVIDIA Geforce RTX 2070', ['B07J4VJX6L', 'B081YJPKTM', 'B082P1BF7H', 'B07JCD8GQN'])28get_gpu('MSI', 'NVIDIA Geforce RTX 2070 Super', ['B0856BVRFL', 'B07J4VJX6L'])29get_gpu('MSI', 'NVIDIA Geforce RTX 2080', ['B07GHXQTGZ'])30get_gpu('MSI', 'NVIDIA Geforce RTX 2080 Super', ['B07Y8NP7X7', 'B07VDMGYGZ'])31get_gpu('MSI', 'NVIDIA Geforce RTX 2080 Ti', ['B07GJ3ZD69'])32get_gpu('MSI', 'NVIDIA Geforce RTX 3060', ['B08WPJ5P4R', 'B08WPRMVWB'])33get_gpu('MSI', 'NVIDIA Geforce RTX 3070', ['B0956WYQ1B', 'B08KWPDXJZ', 'B08KWN2LZG'])34get_gpu('MSI', 'NVIDIA Geforce RTX 3070 Ti', ['B096HJC18P', 'B096HQC9Y5'])35get_gpu('MSI', 'NVIDIA Geforce RTX 3080', ['B0932CTHP6'])36get_gpu('MSI', 'NVIDIA Geforce RTX 3080 Ti', ['B095VZ6F73'])37get_gpu('MSI', 'NVIDIA Geforce RTX 3090', ['B08HRBW6VB'])38get_gpu('MSI', 'AMD Radeon RX 580', ['B06XZQMMHJ', 'B06Y19NMP3'])39get_gpu('MSI', 'AMD Radeon RX 5500 XT', ['B082G34GSL', 'B082G2XDLL'])40get_gpu('MSI', 'AMD Radeon RX 5600 XT', ['B08CKDLN91', 'B0843VSJ7D', 'B083VPXN78'])41get_gpu('MSI', 'AMD Radeon RX 5700 XT', ['B07WNSP41M'])42get_gpu('MSI', 'AMD Radeon RX 6700 XT', ['B08Z72P3R9'])43get_gpu('MSI', 'AMD Radeon RX 6800', ['B08RHQC4KQ'])44get_gpu('MSI', 'AMD Radeon RX 6800 XT', ['B08RJ6YBH5'])45get_gpu('MSI', 'AMD Radeon RX 6900 XT', ['B08W2GPR62'])46# EVGA47get_gpu('EVGA', 'NVIDIA Geforce GTX 960', ['B00SL2TQ2C'])48get_gpu('EVGA', 'NVIDIA Geforce GTX 1050 ti', ['B01MEFABEL'])49get_gpu('EVGA', 'NVIDIA Geforce GTX 1060', ['B01KU2CIIY', 'B01N683IAQ'])50get_gpu('EVGA', 'NVIDIA Geforce GTX 1650', ['B085WV18XN', 'B08CPL5BB1'])51get_gpu('EVGA', 'NVIDIA Geforce GTX 1660', ['B07RJGL33C'])52get_gpu('EVGA', 'NVIDIA Geforce GTX 1660 Super', ['B07ZHZL2JB'])53get_gpu('EVGA', 'NVIDIA Geforce GTX 1660 Ti', ['B07NBHXKK6'])54get_gpu('EVGA', 'NVIDIA Geforce RTX 2060', ['B083GH7LXW', 'B07P11QHZG'])55get_gpu('EVGA', 'NVIDIA Geforce RTX 2060 Super', ['B07VM9Q9R8', 'B07TLPWBJ4'])56get_gpu('EVGA', 'NVIDIA Geforce RTX 2070', ['B07J63W42X'])57get_gpu('EVGA', 'NVIDIA Geforce RTX 2070 Super', ['B07YMPZCPT'])58get_gpu('EVGA', 'NVIDIA Geforce RTX 2080', ['B07GHVK4KN', 'B07GHVWMBS'])59get_gpu('EVGA', 'NVIDIA Geforce RTX 2080 Super', ['B07VJPNG1M', 'B07VCH31N9'])60get_gpu('EVGA', 'NVIDIA Geforce RTX 2080 Ti', ['B07KSPW8HQ', 'B07KVKRLG2', 'B07GHW9VJZ'])61get_gpu('EVGA', 'NVIDIA Geforce RTX 3060', ['B08WM28PVH'])62get_gpu('EVGA', 'NVIDIA Geforce RTX 3070 Ti', ['B096WM6JFS'])63get_gpu('EVGA', 'NVIDIA Geforce RTX 3080 Ti', ['B09622N253'])64get_gpu('EVGA', 'NVIDIA Geforce RTX 3090', ['B08J61SS5R', 'B08J5F3G18'])65# ASUS66get_gpu('ASUS', 'NVIDIA Geforce GTX 1050 Ti', ['B01M360WG6', 'B01MG9AKKZ', 'B079JSKCW3'])67get_gpu('ASUS', 'NVIDIA Geforce GTX 1650 Super', ['B081L1JHGT', 'B081KY5L57'])68get_gpu('ASUS', 'NVIDIA Geforce GTX 1660', ['B07PFM57FL'])69get_gpu('ASUS', 'NVIDIA Geforce GTX 1660 Super', ['B07ZHWQ81N', 'B07ZGXG8GM', 'B081SPGMBD'])70get_gpu('ASUS', 'NVIDIA Geforce RTX 2060', ['B07R18TH1X', 'B07MSK1H93'])71get_gpu('ASUS', 'NVIDIA Geforce RTX 2060 Super', ['B085CP6W5Y'])72get_gpu('ASUS', 'NVIDIA Geforce RTX 2070', ['B07JFYT2KD'])73get_gpu('ASUS', 'NVIDIA Geforce RTX 2070 Super', ['B07TXRW3HX', 'B07TYWQ1SW'])74get_gpu('ASUS', 'NVIDIA Geforce RTX 2080', ['B07GKD7DND', 'B083R2SCRL'])75get_gpu('ASUS', 'NVIDIA Geforce RTX 2080 Super', ['B07VFKM4VQ'])76get_gpu('ASUS', 'NVIDIA Geforce RTX 2080 Ti', ['B07HY6QWXN'])77get_gpu('ASUS', 'NVIDIA Geforce RTX 3060', ['B08WHJPBFX', 'B08WGTL4CW'])78get_gpu('ASUS', 'NVIDIA Geforce RTX 3070', ['B08L8LG4M3', 'B08MT6B58K'])79get_gpu('ASUS', 'NVIDIA Geforce RTX 3070 Ti', ['B096YQ6WVW'])80get_gpu('ASUS', 'NVIDIA Geforce RTX 3080', ['B08J6F174Z', 'B08HH5WF97'])81get_gpu('ASUS', 'NVIDIA Geforce RTX 3090', ['B08J6GMWCQ', 'B08HJGNJ81'])82get_gpu('ASUS', 'AMD Radeon RX 570', ['B06Y5WGXX3'])83get_gpu('ASUS', 'AMD Radeon RX 580', ['B071L1VGQW', 'B071D8YQJD'])84get_gpu('ASUS', 'AMD Radeon RX 5500 XT', ['B083FM3XPJ', 'B082G4J2WG'])85get_gpu('ASUS', 'AMD Radeon RX 5600 XT', ['B083WFK6M4'])86get_gpu('ASUS', 'AMD Radeon RX 5700 XT', ['B07XC5CQDK'])87get_gpu('ASUS', 'AMD Radeon RX 6700 XT', ['B08YWZHJDZ', 'B08YX8D8ST'])88get_gpu('ASUS', 'AMD Radeon RX 6800', ['B08NWJ29NB'])89get_gpu('ASUS', 'AMD Radeon RX 6900 XT', ['B08S6Z2HGW', 'B08R81J62G'])90# XFX91get_gpu('XFX', 'AMD Radeon RX 570', ['B077VX31FZ'])92get_gpu('XFX', 'AMD Radeon RX 580', ['B06Y66K3XD'])93get_gpu('XFX', 'AMD Radeon RX 5500 XT', ['B082KYFDYC'])94get_gpu('XFX', 'AMD Radeon RX 5600 XT', ['B086PZGTHZ'])95get_gpu('XFX', 'AMD Radeon RX 5700 XT', ['B082MQ4QTZ', 'B07WRYC3MT'])96get_gpu('XFX', 'AMD Radeon RX 6700 XT', ['B08YK97LKC', 'B08YKH7VMN'])97get_gpu('XFX', 'AMD Radeon RX 6800', ['B08NN76VJD'])98get_gpu('XFX', 'AMD Radeon RX 6800 XT', ['B08NX14LV1', 'B08N6ZLX9B'])99get_gpu('XFX', 'AMD Radeon RX 6900 XT', ['B08SVZNFWR', 'B08Q9SCPGD'])100# Sapphire101get_gpu('Sapphire', 'AMD Radeon RX 570', ['B079VSD38Y', 'B089V8D54S', 'B083R4XQSH', 'B071CF1JFV', 'B071XNH5BC'])102get_gpu('Sapphire', 'AMD Radeon RX 580', ['B083W2JP4W', 'B06ZZ6FMF8', 'B071QX74F9'])103get_gpu('Sapphire', 'AMD Radeon RX 5500 XT', ['B082G2YY99', 'B00JRKKSTC'])104get_gpu('Sapphire', 'AMD Radeon RX 5600 XT', ['B083R25Z94'])105get_gpu('Sapphire', 'AMD Radeon RX 5700 XT', ['B07WC7683C', 'B07XMNGVVD', 'B081KRC1H2'])106get_gpu('Sapphire', 'AMD Radeon RX 6700 XT', ['B08YN79ZW2', 'B08YNQ4ZM1'])107get_gpu('Sapphire', 'AMD Radeon RX 6800', ['B08NXYBVDB'])108get_gpu('Sapphire', 'AMD Radeon RX 6800 XT', ['B08NXXT7WN'])109get_gpu('Sapphire', 'AMD Radeon RX 6900 XT', ['B08QQFW9YS'])110# Gigabyte111get_gpu('Gigabyte', 'NVIDIA Geforce GTX 1030', ['B071DY2VJR'])112get_gpu('Gigabyte', 'NVIDIA Geforce GTX 1050 Ti', ['B01M25X363', 'B01M4KGTNI', 'B06WWLWWJM'])113get_gpu('Gigabyte', 'NVIDIA Geforce GTX 1650', ['B07QHGKC2D', 'B086T6W63R'])114get_gpu('Gigabyte', 'NVIDIA Geforce GTX 1660', ['B07P76G428'])115get_gpu('Gigabyte', 'NVIDIA Geforce GTX 1660 Ti', ['B07NJPKZQG'])116get_gpu('Gigabyte', 'NVIDIA Geforce RTX 2060', ['B07NYKD5FT'])117get_gpu('Gigabyte', 'NVIDIA Geforce RTX 2060 Super', ['B085CP6W5Y'])118get_gpu('Gigabyte', 'NVIDIA Geforce RTX 2070', ['B08K3B3VPF', 'B07WGQT52X', 'B07R726461'])119get_gpu('Gigabyte', 'NVIDIA Geforce RTX 2070 Super', ['B07WN6RVHH', 'B07WN6WB4G'])120get_gpu('Gigabyte', 'NVIDIA Geforce RTX 2080 Super', ['B07WQG7S5S'])121get_gpu('Gigabyte', 'NVIDIA Geforce RTX 2080 Ti', ['B07YLDH9KT', 'B07GJKR7RW'])122get_gpu('Gigabyte', 'NVIDIA Geforce RTX 3060', ['B08X4V8N5Q', 'B0971BG25M'])123get_gpu('Gigabyte', 'NVIDIA Geforce RTX 3070', ['B098Q4M4WH', 'B096YM573B'])124get_gpu('Gigabyte', 'NVIDIA Geforce RTX 3080 Ti', ['B083HZF4GV'])125get_gpu('Gigabyte', 'NVIDIA Geforce RTX 3090', ['B08KTWVHQP', 'B08R5D3374', 'B08HJRF2CN'])126get_gpu('Gigabyte', 'AMD Radeon RX 570', ['B06Y3RT952'])127get_gpu('Gigabyte', 'AMD Radeon RX 580', ['B0842VMKM5', 'B06Y3ZQPY6'])128get_gpu('Gigabyte', 'AMD Radeon RX 5500 XT', ['B082BXNYCQ'])129get_gpu('Gigabyte', 'AMD Radeon RX 5600 XT', ['B083YJFHFH'])130get_gpu('Gigabyte', 'AMD Radeon RX 5700 XT', ['B0842SCK5T', 'B07W95D5V3'])131get_gpu('Gigabyte', 'AMD Radeon RX 6700 XT', ['B08Z5M4KFM'])132get_gpu('Gigabyte', 'AMD Radeon RX 6800', ['B08NYLMBJY'])133get_gpu('Gigabyte', 'AMD Radeon RX 6800 XT', ['B08PFX6PZ6'])134get_gpu('Gigabyte', 'AMD Radeon RX 6900 XT', ['B083HZ3M1X'])135# ZOTAC136get_gpu('ZOTAC', 'NVIDIA Geforce GTX 1030', ['B0711NWFJX'])137get_gpu('ZOTAC', 'NVIDIA Geforce GTX 1050 ti', ['B01MCU1ERO', 'B01M27X994'])138get_gpu('ZOTAC', 'NVIDIA Geforce GTX 1060', ['B01KKJAJM4'])139get_gpu('ZOTAC', 'NVIDIA Geforce GTX 1650', ['B07QF1H9YR', 'B0881YZJ45'])140get_gpu('ZOTAC', 'NVIDIA Geforce GTX 1650 Super', ['B07ZKSZ5LF'])141get_gpu('ZOTAC', 'NVIDIA Geforce GTX 1660', ['B07XV7FNR2', 'B07PF8YTCX', 'B07PD2LG7Z'])142get_gpu('ZOTAC', 'NVIDIA Geforce GTX 1660 Super', ['B07Z8PWC6R'])143get_gpu('ZOTAC', 'NVIDIA Geforce GTX 1660 Ti', ['B07NMWQXLR'])144get_gpu('ZOTAC', 'NVIDIA Geforce RTX 2060', ['B07TDN1SC5'])145get_gpu('ZOTAC', 'NVIDIA Geforce RTX 2060 Super', ['B07TMJJVQ1'])146get_gpu('ZOTAC', 'NVIDIA Geforce RTX 2070', ['B07JB9YY8V', 'B07JCRHKCL'])147get_gpu('ZOTAC', 'NVIDIA Geforce RTX 2070 Super', ['B07XSPWMP9'])148get_gpu('ZOTAC', 'NVIDIA Geforce RTX 2080', ['B07NC8J9YF', 'B07K9SCJRK', 'B07GG9L5X1', 'B07KB9S34G'])149get_gpu('ZOTAC', 'NVIDIA Geforce RTX 2080 Super', ['B07TKFMHB4', 'B07WZFXVGT'])150get_gpu('ZOTAC', 'NVIDIA Geforce RTX 2080 Ti', ['B07KB1RFPW', 'B07KB86GYZ'])151get_gpu('ZOTAC', 'NVIDIA Geforce RTX 3060', ['B08W8DGK3X'])152get_gpu('ZOTAC', 'NVIDIA Geforce RTX 3070', ['B08W44ZLRP'])153get_gpu('ZOTAC', 'NVIDIA Geforce RTX 3070 Ti', ['B096TZHXYN'])154get_gpu('ZOTAC', 'NVIDIA Geforce RTX 3080 Ti', ['B0971RHNLP', 'B0964DB2P9'])...
core.py
Source:core.py
1import numpy as np2import pycl3import collections4import ctree5def get_gpu():6 try:7 name = None8 gpu_id = None9 if ctree.CONFIG.has_option("opencl", "gpu"):10 name = ctree.CONFIG.get("opencl", "gpu")11 if ctree.CONFIG.has_option("opencl", "gpu_id"):12 gpu_id = ctree.CONFIG.get("opencl", "gpu_id")13 if not (gpu_id or name):14 return pycl.clGetDeviceIDs(device_type=pycl.CL_DEVICE_TYPE_GPU)[0]15 else:16 for gpu in pycl.clGetDeviceIDs():17 if gpu.name == name:18 return gpu19 if gpu.value == gpu_id:20 return gpu21 except (pycl.DeviceNotFoundError, KeyError):22 return None23class MappedArray(np.ndarray):24 queues = {}25 existing = {}26 @staticmethod27 def hash_array(arr):28 return arr.__array_interface__['data']29 def __allocate_buffer(self, device=get_gpu()):30 queue = self.get_queue(device)31 self.__buffers[device.value], evt = pycl.buffer_from_ndarray(queue, self, self.get_buffer(device))32 return evt33 def __is_dirty(self, device=get_gpu()):34 if hasattr(device, "value"):35 return self.dirty[device.value]36 return self.dirty[device]37 def __copied(self, device=get_gpu()):38 if hasattr(device, "value"):39 return self.copied[device.value]40 return self.copied[device]41 def __set_copied(self, device=get_gpu(), val=True):42 if hasattr(device, "value"):43 self.copied[device.value] = val44 else:45 self.copied[device] = val46 def set_dirty(self, device=get_gpu(), dirty=True):47 if hasattr(device, "value"):48 self.dirty[device.value] = dirty49 else:50 self.dirty[device] = dirty51 @classmethod52 def get_queue(cls, device=get_gpu()):53 if device.value in cls.queues:54 return cls.queues[device.value]55 else:56 ctx = pycl.clCreateContext(devices=[device])57 queue = pycl.clCreateCommandQueue(context=ctx, device=device)58 cls.queues[device.value] = queue59 return queue60 def device_to_gpu(self, device=get_gpu(), wait=True, force=False):61 if self.__copied(device) and not self.__is_dirty(device) and not force:62 return63 print("DEVICE TO GPU")64 evt = self.__allocate_buffer(device)65 if wait:66 evt.wait()67 else:68 self.__waiting.append(evt)69 self.set_dirty(device, False)70 self.__set_copied(device, True)71 def gpu_to_device(self, device=get_gpu(), wait=True, force=False):72 if not self.__is_dirty("host") and not force:73 return74 print("GPU to DEVICE")75 _, evt = pycl.buffer_to_ndarray(self.get_queue(device), self.__buffers[device.value], out=self)76 if wait:77 evt.wait()78 else:79 self.__waiting.append(evt)80 self.set_dirty('host', False)81 def get_buffer(self, device=get_gpu()):82 return self.__buffers.get(device.value)83 def __array_finalize__(self, obj):84 if self.hash_array(obj) in self.existing:85 old = self.existing[self.hash_array(obj)]86 self.dirty = old.dirty87 self.copied = old.copied88 self.__buffers = old.__buffers89 self.__waiting = old.__waiting90 return91 elif not hasattr(self, "dirty"):92 self.__buffers = {}93 self.__waiting = []94 self.dirty = collections.defaultdict(lambda: True)95 self.copied = collections.defaultdict(bool)...
gpu_service.py
Source:gpu_service.py
...8 def get_number_of_gpus() -> int:9 return pyamdgpuinfo.detect_gpus()10 @staticmethod11 def get_model(gpu_index: int) -> str:12 model=pyamdgpuinfo.get_gpu(gpu_index).name13 if model is not None:14 return model15 else:16 slot = pyamdgpuinfo.get_gpu(gpu_index).pci_slot[5:]17 model= subprocess.getstatusoutput("lspci | grep -i "+slot+" | cut -d ':' -f3")[1]18 return model19 @staticmethod20 def get_vram(gpu_index: int) -> str:21 vram_size = GpuService._get_vram_size(gpu_index)22 return '{} {}'.format(GpuService._convert_bytes_to_mbytes(vram_size), 'MB')23 @staticmethod24 def get_vram_usage(gpu_index: int) -> str:25 vram_usage = pyamdgpuinfo.get_gpu(gpu_index).query_vram_usage()26 return '{} {}'.format(GpuService._convert_bytes_to_mbytes(vram_usage), 'MB')27 @staticmethod28 def get_temp(gpu_index: int) -> str:29 return '{} ºC'.format(pyamdgpuinfo.get_gpu(gpu_index).query_temperature())30 @staticmethod31 def get_slot(gpu_index: int) -> str:32 return pyamdgpuinfo.get_gpu(gpu_index).pci_slot33 @staticmethod34 def get_slck(gpu_index: int) -> str:35 sclk = GpuService._get_freq(gpu_index, 'S')36 return '{} MHz'.format(sclk)37 @staticmethod38 def get_mlck(gpu_index: int) -> str:39 mclk = GpuService._get_freq(gpu_index, 'M')40 return '{} MHz'.format(mclk)41 42 @staticmethod43 def _get_vram_size(gpu_index: int) -> str:44 return pyamdgpuinfo.get_gpu(gpu_index).memory_info['vram_size']45 @staticmethod46 def _get_mem_usage_size(gpu_index: int) -> str:47 return pyamdgpuinfo.get_gpu(gpu_index).query_vram_usage()48 @staticmethod49 def _get_freq(gpu_index: int, freq_type: str):50 freq = 0;51 if freq_type == 'S':52 freq = pyamdgpuinfo.get_gpu(gpu_index).query_sclk()53 elif freq_type == 'M':54 freq = pyamdgpuinfo.get_gpu(gpu_index).query_mclk()55 return round(float(freq)/1000.0**2)56 @staticmethod57 def _convert_bytes_to_gbytes(vram_size):58 return round(float(vram_size)/1024.0**3)59 60 @staticmethod61 def _convert_bytes_to_mbytes(vram_size):...
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