def train(args, model, device, train_loader, test_loader, optimizer, epoch):
model.train()
lr = optimizer.param_groups[0]['lr']
correct = 0
total = 0
losses = AverageMeter()
for i, data in enumerate(train_loader):
inputs, labels = data[0].to(device), data[1].to(device)
optimizer.zero_grad()
outputs = model(inputs)
loss = nn.CrossEntropyLoss()(outputs, labels)
loss.backward()
optimizer.step()
losses.update(loss.float().mean().item())
_, predicted = outputs.max(1)
total += labels.size(0)
correct += predicted.eq(labels).sum().item()
acc = correct * 100. / total
progress_bar(
i, len(train_loader),
'[Epoch %d] CE: %.4f | Top 1 Acc: %0.2f%% | LR: %.2e' %
(epoch, losses.avg, acc, lr))
return test(args, model, device, test_loader)
def test(args, model, device, test_loader):
model.eval()
top1 = AverageMeter()
top5 = AverageMeter()
with torch.no_grad():
for i, data in enumerate(test_loader):
inputs, labels = data[0].to(device), data[1].to(device)
outputs = model(inputs)
acc1, acc5 = accuracy(outputs, labels, (1, 5))
top1.update(acc1[0], inputs.size(0))
top5.update(acc5[0], inputs.size(0))
progress_bar(
i, len(test_loader),
'Test accuracy Top 1: %0.2f%%, Top 5: %0.2f%%' %
(top1.avg, top5.avg))
return top1.avg, top5.avg
def _download(self, url, file_name):
"""
See :meth:`download`.
"""
downloads_directory = config.CONFIG["downloads-directory"]
if utils.prepare_directory(downloads_directory):
logger.info(
"Created directory(s) %s.",
downloads_directory
)
# Find an available file path
final_file_path = utils.find_available_file(
os.path.join(downloads_directory, file_name)
)
final_file_name = os.path.basename(final_file_path)
logger.debug("File will be saved to %s.", final_file_path)
# Get a generator function that makes a pretty progress bar.
bar = ui.progress_bar_indeterminate()
# Actually try to grab the file from the server
while True:
ui.print_carriage(
"%s Trying to download file... %s" %
(ui.progress_bar(0.0), " " * 30)
)
# Ask the server for the file
try:
file_request = self.requests_session.get(
url, timeout = 1, stream = True, verify = _get_verify()
)
except requests.exceptions.Timeout:
logger.info(
"Request timed out. Server did not accept connection after "
"1 second."
)
# If it's giving it to us...
if file_request.status_code == 200:
logger.debug(
"Response headers...\n%s",
pprint.pformat(file_request.headers, width = 72)
)
if "content-length" in file_request.headers:
size = float(file_request.headers["content-length"])
else:
logger.info("File is of unknown size.")
size = 0
ui.print_carriage(
ui.progress_bar(-1) + " Downloading file."
)
# Download the file in chunks.
chunk_size = 124
downloaded = 0
with open(final_file_path, "wb") as f:
for chunk in file_request.iter_content(124):
if size != 0:
ui.print_carriage(
ui.progress_bar(downloaded / size) +
" Downloading file."
)
downloaded += chunk_size
f.write(chunk)
# If the server got particularly angry at us...
if (file_request.status_code == 500 or
("X-CallSuccess" in file_request.headers and
file_request.headers["X-CallSuccess"] == "False")):
logger.critical(
"500 response. The server encountered an error."
)
sys.exit(1)
if file_request.status_code == requests.codes.ok:
break
# Make sure that the trying prompt appears for at least a moment or
# so
time.sleep(0.5)
period = 0.1
wait_for = 4
for i in xrange(int(wait_for / period)):
ui.print_carriage(
next(bar) + " Download not ready yet. Waiting."
)
time.sleep(period)
print "File saved to %s." % utils.shorten_path(final_file_path)
def main():
config = Null()
config.keyScrollSpeed = 2000.0
config.musicVolume = .5
view = Null()
view.pos = v((0, 0))
view.sprites = {}
view.cursor = {}
view.units = []
view.selarea = None
view.begin_pos = None
view.scroll_start = None
view.selection = []
view.players = []
view.ct = 0.0
view.scrollleft = False
view.scrollright = False
view.scrollup = False
view.scrolldown = False
view.uisprites = []
view.config = config
view.tilepalcount = 0
view.followselection = False
init(sys.argv, view)
dt = .001
mp = 0
#view.pathfind.set_map(chr(0)*view.mapdim[0]*view.mapdim[1])
clock = pygame.time.Clock()
while True:
for event in pygame.event.get():
if handle_event(event, view): return
#view.path = pathf(view.occu)
view.occu = list([list(x) for x in view.mapw])
for player in view.players:
player.food = v(0, 0, 0)
player.hunger = v(0, 0, 0)
for unit in view.units:
unit.update(dt, view)
if view.scrollleft:
view.pos = view.pos + v(-1.0, 0.0) * config.keyScrollSpeed * dt
if view.scrollright:
view.pos = view.pos + v(1.0, 0.0) * config.keyScrollSpeed * dt
if view.scrollup:
view.pos = view.pos + v(0.0, -1.0) * config.keyScrollSpeed * dt
if view.scrolldown:
view.pos = view.pos + v(0.0, 1.0) * config.keyScrollSpeed * dt
if view.followselection and view.selection != []:
poss = [x.pos for x in view.selection]
poss = sum(poss) / len(poss)
view.pos = poss - v(640, 480) / 2
if view.pos[0] < 0: view.pos[0] = 0
if view.pos[1] < 0: view.pos[1] = 0
maxx = view.mapdim[0] * 32 - view.screen.get_width()
maxy = (view.mapdim[1] - 12) * 32
if view.pos[0] > maxx: view.pos[0] = maxx
if view.pos[1] > maxy: view.pos[1] = maxy
view.pos = v([int(x) for x in view.pos])
view.screen.fill((0, 0, 0))
if view.tileset == "platform":
star.draw(view)
draw_tiles(view)
tempunits = []
for unit in view.units:
tempunits.append((unit.level, unit.pos[1], unit))
tempunits.sort()
view.minimapover = pygame.surface.Surface((128, 128), pygame.SRCALPHA,
32)
for unit in tempunits:
unit[2].draw(view)
for sprite in view.uisprites:
sprite.draw(view)
sprite.update()
if view.selarea:
pygame.draw.rect(view.screen, (16, 252, 24), view.selarea, 1)
#68 w 3 down
player = view.players[0]
player.raceindex = 1
player.minerals = 50
player.gas = 0
#print player.food, player.hunger
icons = [
(0, player.minerals, (16, 252, 24)),
(player.raceindex + 1, player.gas, (16, 252, 24)),
]
for raceindex in range(3):
food = player.food[raceindex]
hunger = player.hunger[raceindex]
if not food and not hunger: # heh
continue
if food >= hunger:
color = (16, 252, 24)
else:
color = (200, 24, 24)
icons.append((raceindex + 4, str(hunger) + "/" + str(food), color))
sprite = view.sprites["icons"]
x = 640
icons.reverse()
for icon in icons:
x -= 68
view.screen.blit(sprite[icon[0]], (x, 3))
text = font.render(10, str(icon[1]), "game5")
view.screen.blit(text, (x + 16, 3))
view.screen.blit(view.sprites['ConsoleTerran'], (0, 0))
view.screen.blit(view.minimap,
v(6, 348) + (64, 64) - v(view.minimap.get_size()) / 2)
view.screen.blit(view.minimapover,
v(6, 348) + (64, 64) - v(view.minimap.get_size()) / 2)
topleft = v(6, 348) + (64, 64) - v(view.minimap.get_size()) / 2
pygame.draw.line(view.screen, (204, 204, 208), topleft + (0, -1),
topleft + (128, -1))
bottomright = v(6, 348) + (64, 64) + v(view.minimap.get_size()) / 2
pygame.draw.line(view.screen, (172, 152, 148), bottomright,
bottomright + (-128, 0))
pygame.draw.rect(
view.screen, (255, 255, 255),
(v(6, 348) +
(64, 64) - v(view.minimap.get_size()) / 2 + view.pos / 32,
(20, 13)), 1)
#print view.mapdim
(173, 389)
if len(view.selection) == 0:
pass
elif len(view.selection) == 1:
u = view.selection[0]
if u.id:
w = view.sprites["Wireframe"][u.id]
w.set_palette(get_wpalette(u))
view.screen.blit(w, (168, 388))
if u.health != None:
s = str(int(u.health)) + "/" + str(u.maxhealth)
t = font.render(8, s, "game5", True)
view.screen.blit(t, v(199, 457) - v(t.get_size()) / 2)
s = u.name
t = font.render(10, u.name, "game0", True)
view.screen.blit(t, v(315, 394) - v(t.get_size()) / 2)
else:
pass #multiple grpwire.grp
#buttons
view.screen.blit(view.sprites["TerranButtons"][4], (3, 320))
view.screen.blit(view.sprites["TerranButtons"][0], (416, 388))
view.screen.blit(font.render(8, "MENU", "game1"), (435, 394))
mp += .5
mp = mp % 10
view.screen.blit(view.movie[int(mp)], (413, 410))
#pygame.draw.rect(view.screen, (128,128,128), ((413,410),(60,56)))
view.screen.blit(view.sprites["TerranOverlay"], (413, 410))
if debug:
surf = font.render(8, str(int(clock.get_fps() + .5)), "game0")
view.screen.blit(surf, (0, 0))
if pygame.mouse.get_focused():
view.ct += dt * 8
cursor = 'CursorArrow'
u = get_unit_at_point(pygame.mouse.get_pos() + view.pos, view)
if u:
if u.player == view.players[0]: cursor = 'CursorTarget2Green'
elif u.player == -1: cursor = 'CursorTarget2Yellow'
else: cursor = 'CursorTarget2Red'
if view.selarea: cursor = 'CursorDrag'
if view.scroll_start: cursor = None
if view.sprites['ConsoleTerran'].get_at(
pygame.mouse.get_pos()) != (0, 0, 0, 255):
cursor = "CursorArrow"
if cursor == "CursorArrow": view.ct = view.ct % 4.0
elif cursor in ("CursorTarget2Green", "CursorTarget2Yellow",
"CursorTarget2Red"):
view.ct = view.ct % 14.0
else:
view.ct = 0
if cursor:
sprite = view.sprites[cursor][int(view.ct)]
view.screen.blit(
sprite,
v(pygame.mouse.get_pos()) - v(sprite.get_size()) / 2)
try:
a
except NameError:
a = 0.
a += dt
a = a % 5
view.screen.blit(ui.progress_bar(a / 5, view), (281, 426))
pygame.display.update()
pygame.mixer.music.set_volume(view.config.musicVolume)
#sendp(cPickle.dumps(view.units),view)
#try:
# while True:
# view.units = cPickle.loads(view.socket.recvfrom(2**20)[0])
#except socket.error: pass
if debug:
clock.tick()
else:
clock.tick(30)
dt = clock.get_time() / 1000.0
def main():
config = Null()
config.keyScrollSpeed = 2000.0
config.musicVolume = .5
view = Null()
view.pos = v((0,0))
view.sprites = {}
view.cursor = {}
view.units = []
view.selarea = None
view.begin_pos = None
view.scroll_start = None
view.selection = []
view.players = []
view.ct = 0.0
view.scrollleft = False
view.scrollright = False
view.scrollup = False
view.scrolldown = False
view.uisprites = []
view.config = config
view.tilepalcount = 0
view.followselection = False
init(sys.argv, view)
dt = .001
mp = 0
#view.pathfind.set_map(chr(0)*view.mapdim[0]*view.mapdim[1])
clock = pygame.time.Clock()
while True:
for event in pygame.event.get():
if handle_event(event, view): return
#view.path = pathf(view.occu)
view.occu = list([list(x) for x in view.mapw])
for player in view.players:
player.food = v(0,0,0)
player.hunger = v(0,0,0)
for unit in view.units:
unit.update(dt, view)
if view.scrollleft: view.pos = view.pos + v(-1.0,0.0)*config.keyScrollSpeed*dt
if view.scrollright: view.pos = view.pos + v(1.0,0.0)*config.keyScrollSpeed*dt
if view.scrollup: view.pos = view.pos + v(0.0,-1.0)*config.keyScrollSpeed*dt
if view.scrolldown: view.pos = view.pos + v(0.0,1.0)*config.keyScrollSpeed*dt
if view.followselection and view.selection != []:
poss = [x.pos for x in view.selection]
poss = sum(poss)/len(poss)
view.pos = poss - v(640,480)/2
if view.pos[0] < 0: view.pos[0] = 0
if view.pos[1] < 0: view.pos[1] = 0
maxx = view.mapdim[0]*32 - view.screen.get_width()
maxy = (view.mapdim[1]-12)*32
if view.pos[0] > maxx: view.pos[0] = maxx
if view.pos[1] > maxy: view.pos[1] = maxy
view.pos = v([int(x) for x in view.pos])
view.screen.fill((0,0,0))
if view.tileset == "platform":
star.draw(view)
draw_tiles(view)
tempunits = []
for unit in view.units:
tempunits.append((unit.level,unit.pos[1],unit))
tempunits.sort()
view.minimapover = pygame.surface.Surface((128,128),pygame.SRCALPHA,32)
for unit in tempunits:
unit[2].draw(view)
for sprite in view.uisprites:
sprite.draw(view)
sprite.update()
if view.selarea: pygame.draw.rect(view.screen, (16,252,24), view.selarea, 1)
#68 w 3 down
player = view.players[0]
player.raceindex = 1
player.minerals = 50
player.gas = 0
#print player.food, player.hunger
icons = [
(0, player.minerals, (16, 252, 24)),
(player.raceindex+1, player.gas, (16, 252, 24)),
]
for raceindex in range(3):
food = player.food[raceindex]
hunger = player.hunger[raceindex]
if not food and not hunger: # heh
continue
if food >= hunger:
color = (16, 252, 24)
else:
color = (200,24,24)
icons.append((raceindex+4, str(hunger)+"/"+str(food), color))
sprite = view.sprites["icons"]
x = 640
icons.reverse()
for icon in icons:
x -= 68
view.screen.blit(sprite[icon[0]],(x,3))
text = font.render(10, str(icon[1]), "game5")
view.screen.blit(text, (x+16, 3))
view.screen.blit(view.sprites['ConsoleTerran'],(0,0))
view.screen.blit(view.minimap, v(6,348)+(64,64)-v(view.minimap.get_size())/2)
view.screen.blit(view.minimapover, v(6,348)+(64,64)-v(view.minimap.get_size())/2)
topleft = v(6,348)+(64,64)-v(view.minimap.get_size())/2
pygame.draw.line(view.screen, (204,204,208), topleft+(0,-1), topleft+(128,-1))
bottomright = v(6,348)+(64,64)+v(view.minimap.get_size())/2
pygame.draw.line(view.screen, (172,152,148), bottomright, bottomright+(-128,0))
pygame.draw.rect(view.screen,(255,255,255), (v(6,348)+(64,64)-v(view.minimap.get_size())/2+view.pos/32,(20,13)),1)
#print view.mapdim
(173,389)
if len(view.selection) == 0:
pass
elif len(view.selection) == 1:
u = view.selection[0]
if u.id:
w = view.sprites["Wireframe"][u.id]
w.set_palette(get_wpalette(u))
view.screen.blit(w, (168,388))
if u.health != None:
s = str(int(u.health))+"/"+str(u.maxhealth)
t = font.render(8, s, "game5", True)
view.screen.blit(t,v(199,457)-v(t.get_size())/2)
s = u.name
t = font.render(10, u.name, "game0", True)
view.screen.blit(t,v(315,394)-v(t.get_size())/2)
else:
pass #multiple grpwire.grp
#buttons
view.screen.blit(view.sprites["TerranButtons"][4], (3,320))
view.screen.blit(view.sprites["TerranButtons"][0], (416,388))
view.screen.blit(font.render(8,"MENU", "game1"),(435,394))
mp += .5
mp = mp % 10
view.screen.blit(view.movie[int(mp)], (413,410))
#pygame.draw.rect(view.screen, (128,128,128), ((413,410),(60,56)))
view.screen.blit(view.sprites["TerranOverlay"], (413, 410))
if debug:
surf = font.render(8, str(int(clock.get_fps()+.5)), "game0")
view.screen.blit(surf,(0,0))
if pygame.mouse.get_focused():
view.ct += dt * 8
cursor = 'CursorArrow'
u = get_unit_at_point(pygame.mouse.get_pos()+view.pos,view)
if u:
if u.player == view.players[0]: cursor = 'CursorTarget2Green'
elif u.player == -1: cursor = 'CursorTarget2Yellow'
else: cursor = 'CursorTarget2Red'
if view.selarea: cursor = 'CursorDrag'
if view.scroll_start: cursor = None
if view.sprites['ConsoleTerran'].get_at(pygame.mouse.get_pos()) != (0,0,0,255):
cursor = "CursorArrow"
if cursor == "CursorArrow": view.ct = view.ct % 4.0
elif cursor in ("CursorTarget2Green","CursorTarget2Yellow","CursorTarget2Red"): view.ct = view.ct % 14.0
else: view.ct = 0
if cursor:
sprite = view.sprites[cursor][int(view.ct)]
view.screen.blit(sprite, v(pygame.mouse.get_pos())-v(sprite.get_size())/2)
try: a
except NameError: a = 0.
a += dt
a = a % 5
view.screen.blit(ui.progress_bar(a/5,view),(281,426))
pygame.display.update()
pygame.mixer.music.set_volume(view.config.musicVolume)
#sendp(cPickle.dumps(view.units),view)
#try:
# while True:
# view.units = cPickle.loads(view.socket.recvfrom(2**20)[0])
#except socket.error: pass
if debug:
clock.tick()
else:
clock.tick(30)
dt = clock.get_time()/1000.0
def _download(self, url, file_name):
"""
See :meth:`download`.
"""
downloads_directory = config.CONFIG["downloads-directory"]
if utils.prepare_directory(downloads_directory):
logger.info("Created directory(s) %s.", downloads_directory)
# Find an available file path
final_file_path = utils.find_available_file(
os.path.join(downloads_directory, file_name))
final_file_name = os.path.basename(final_file_path)
logger.debug("File will be saved to %s.", final_file_path)
# Get a generator function that makes a pretty progress bar.
bar = ui.progress_bar_indeterminate()
# Actually try to grab the file from the server
while True:
ui.print_carriage("%s Trying to download file... %s" %
(ui.progress_bar(0.0), " " * 30))
# Ask the server for the file
try:
file_request = self.requests_session.get(url,
timeout=1,
stream=True,
verify=_get_verify())
except requests.exceptions.Timeout:
logger.info(
"Request timed out. Server did not accept connection after "
"1 second.")
# If it's giving it to us...
if file_request.status_code == 200:
logger.debug("Response headers...\n%s",
pprint.pformat(file_request.headers, width=72))
if "content-length" in file_request.headers:
size = float(file_request.headers["content-length"])
else:
logger.info("File is of unknown size.")
size = 0
ui.print_carriage(
ui.progress_bar(-1) + " Downloading file.")
# Download the file in chunks.
chunk_size = 124
downloaded = 0
with open(final_file_path, "wb") as f:
for chunk in file_request.iter_content(124):
if size != 0:
ui.print_carriage(
ui.progress_bar(downloaded / size) +
" Downloading file.")
downloaded += chunk_size
f.write(chunk)
# If the server got particularly angry at us...
if (file_request.status_code == 500
or ("X-CallSuccess" in file_request.headers
and file_request.headers["X-CallSuccess"] == "False")):
logger.critical(
"500 response. The server encountered an error.")
sys.exit(1)
if file_request.status_code == requests.codes.ok:
break
# Make sure that the trying prompt appears for at least a moment or
# so
time.sleep(0.5)
period = 0.1
wait_for = 4
for i in xrange(int(wait_for / period)):
ui.print_carriage(
next(bar) + " Download not ready yet. Waiting.")
time.sleep(period)
print "File saved to %s." % utils.shorten_path(final_file_path)