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submission 706161

ftyghome · python · License unknown

Use it

Vendorable · source mirrored · license unknownView source →

No package. Vendor the mirrored source: 26 lines, June 9 Researcher Reciprocity License v1.0.

submission.py
curl "https://kernelindex.com/api/v1/implementations/kernelbot-amd-mxfp4-mm-706161?include=source"
interfacepython
Compatibility
measured onAMD Instinct MI355X
declared hardwareAMD Instinct MI355X
architecturesgfx950
dtypesbf16, mxfp4

Benchmark evidence

1 measurement across 1 GPU, fastest first.

Operation / workload
Hardware
Latency
Rank
Observed
AMD MXFP4 GEMMsuite of 6 cases
AMD Instinct MI355X
7.80µs
#7 of 1143
2026-04-03

Reported · How evidence levels are derived →

Source and license

sourceavailable
revision digestsha256:5fe75347bb7610179fad6de30d43ee1faf7e5b0e036f8d2ba643adf1a329c4a2
license declaredunknown
license concludedunknown
authorsftyghome
imported2026-08-15

Kernel source

submission.py26 lines
#!POPCORN leaderboard amd-mxfp4-mm
# This file is generated by gen_submission.py. DO NOT EDIT.
import os, zlib, base64, torch
os.environ.setdefault("HSA_XNACK", "0")
os.environ["PYTORCH_ROCM_ARCH"] = "gfx950:xnack-"
from torch.utils.cpp_extension import load_inline
from task import input_t, output_t

CUDA_SRC = zlib.decompress(base64.b64decode(b'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')).decode("utf-8")

_mod = load_inline(
    name="mxfp4_gemm_submission",
    cpp_sources=[""],
    cuda_sources=[CUDA_SRC],
    verbose=False,
    extra_cflags=["-Ofast", "-ffast-math", "-march=native", "-funroll-loops", "-fomit-frame-pointer"],
    extra_cuda_cflags=[
        "-std=c++20", "-Ofast", "-ffast-math", "-ffp-contract=fast", "-DGEMM6_SWIZZLE=0",
        "-U__HIP_NO_HALF_OPERATORS__", "-U__HIP_NO_HALF_CONVERSIONS__",
    ],
)
_quant_gemm = _mod.quant_gemm

def custom_kernel(data: input_t) -> output_t:
    A, _, _, B_shuffle, B_scale_sh = data
    return _quant_gemm(A, B_shuffle.view(torch.uint8), B_scale_sh.view(torch.uint8))

Source code from GPU Mode and the KernelBot dataset · June 9 Researcher Reciprocity License v1.0

Changes from previous submission

Against this author's previous submission submission 688863.

⋯ 5 unchanged lines
from torch.utils.cpp_extension import load_inline
from task import input_t, output_t
- CUDA_SRC = zlib.decompress(base64.b64decode(b'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')).decode("utf-8")
+ CUDA_SRC = zlib.decompress(base64.b64decode(b'eNrtvdtSI0myKPrOV8T0WNVkghCSoGhGAtokEFUYIGguU92LxU5LpARy0K2VKS5dU8fO0zY7r9uO2f6C8yX7T9aXHHePS0ZkRkqiSnTVzJqy7iqQIjw8Ijz8Fh7ufw777e64E7DNeDBq360ET3HQj8JBv3i3vfBn9WX9POivtMcdf2XnYre+M+jH0BCbrKywrTn+QXg34yjolL37YNQPusV2m/3X//3/srOge7PchnH9sB90eBv229jvx+Hvfgz4siX2vnl0xHg3gIOgzh8Hy8M7PwrYMBhFYQRzi0WLKn7P2Al9W2bOzwjLrTJWZ9H4OgpiNrhhO+f1iMGoD8EoZo298jp8+1//83+xo1/2TtZY3fsNRm1uHJU4LMufuhe1/W5QYI+jMA77tywesHG/7bfvAP1O8BC2A9YLeoPRc5E14VN2OxqMh7ngovC273cj5uN8luOwG3g9Fj332+ym69+yh9Bnfjzohe16p1PUJ1hhDq4Ozo/VDw/5xEbjPockV+YsHgV+r8EX8jGM79hgiGvrd3MxOliOht0wxrmJGQBo9uiHccRgU25gt5ZvR3zTFKJRLribwYjFdwEs82jwGLEwZv0g6ERFsZ+nwS2iOkJgd/4wiMQunuEv8O8RwmhxxPCvBnzQwN8b8OvHI/YRfj7wzk4O98/PeM+yGHgN/6psbJQYe1euwOfrjK2viV+w1RpvV+bdKuK3depWhkY/ltc38rv9yLut8t9Wqfta6a/roiV+MGG0Nb2bhuSUbu/4b+v0KeFXKa1tTO1Gc2KVd/TvaunHCiu/W12nbuXKRk63uTKBhddgK+Ui22/tHF7sNs/mj3DCKe/C4Qr878HhisNeYLJR+eX1TXfgx+V1+7fAWr1Be5j7pflFO4o7YT/OfDTQPxn3B6MOnhuv5w/1L26AG/Ejrn/KWdK2Pq/2/coYGE4YP6904udh4D0EbRAZxbuhAU9r5vc63vX45iYYeX6nMwqiCJlEfvtgo1fiX7/K/leK7Ki+c3r8Krt/0+8EN2y3+bf9naa33zrcbzUX/gwfAd8zP2Wex9m+58GPwO7aQdjvQjPPW/hz0O+ENwm4D/sn3s6H5s6BAqU+cYKn4chlnQH7xGb7858L+DdQUHM0Goy8mHkB22IcTo29CEh4wxzo/actBHc2brdha13GXgYE/wxHQLg3zg8wLRYgWuxNhzlvAJgfszdR9U3nP/s/FCbDEH88kLGAzfsgpvmBJANiAyzdAizz3v5h0/PwJ9wCzxMT/s+Fz+zxDoQoc0quWv3XoL3VIvtQP939WD9tsp3j1tl5vXV+xt6y819PmiCP9+tnr8GUAOAy/GFHe0d1FvajeDSms44aTRSDuhMx528efuvtrVa88voT/lfZ8PY29tb31lzqvQAt47DN+yC1AKSYQHpHfOm3QOrhgqK+hYt5xDrA+EiJnNC5Ze/cmta5vrPjNQ+bR2fUeY12EjrX2+1xb9wF7WfEgm4AIGB2oNqwrt8P7JBaF0fewfvT44uTMx3SwTLpYLx3eumSRa0f7bKd3Vad+aA2hzEww/Eo0FY2f+2ACk68s/3/aDK5BOtrxgmEIT76D8HNCNRdUPl+z8EfFJnz5knSbQvFc82Eg2qqsRw0oftlADOcBNVr/HrePONQxTjAQeUSgfJw/RwHQD4VGgEB4weuHeTPF0DuHq20QHS1kp5wU0cSVWpGirPQh61gz3bqh80z76R5yhHUMNVGrBH4NTuIRss7u2gYS7iexqwBqiZIMcAF7ALSuUE17sR3+UT1y87uWQJxw+SuABG+J+X4aH/13btf8uHsXJxpmIFCltrcnQsdzAKHzA4rrDuAtQORynoDkLGoU2v20pJuJgX9cY+1u34UsV/anSNsXqXxPxGD3QNboVHfOeAYlAr8qHm/rQi7Bpom5gxXGgqsP0Ac0HLoCduMYJ02dy9au7AvfJ05rBMwYxBpAaI9GIZBVGB+t8tXiTCmX8EaqxOck/rp+f75/nGruYurwuGcAbcHdBIwgAfCvWWDx37ErnseERL87uAORmA2bW2pzXIJcOPweOfAq5+d7b9vIY0WJiB475HZs+zfgFzGlb6GNb9nsI5goSEhL3yu0Y7sYD/odgfKV78dVBlMx+mj/dwbDkZ+14WDM4RucJgOYU3A/upEDE5+D9Zw5UPjCGFc4N7hLtLO1WF7sVE04KuzjKYlmG+s48c+CyOCwUEA4stECwAsS2b+GIxROCY7xx+ap83WThMmzRt5bT+KQTWrVuu9ToNUuB05gyZQzLZTcWsJK/wbaYIMtULYqtDHyRD7G6PGx8ZAT6uVpzUAz39E5cPzYxDR1+MYFB/HQY2X65MeQnHWXBcG4N157w0kGtl7WvcNrfv1DQg17LQFvfAXNrV7Revut9s4II5OOjub3p2QJ6okZusnkilZsjMSKGM0ZLmKTJuKEwS9JYJtAhqJQT8aPIQdbPPMdg6EPOYEAbZx5ynoLw2gc7/KUMEGFK/R1l+CXRxBt8WHENTIJ/j9AVqhRwO+4T8taFoobrPYIQ+/6HYfeh7o7rftvsflntTiEUXvYS1crThGJzaKRu0CsQ0+pPiZj1VYmFUxxE4CQQ6BDt1w0A3bz/yIwspHPecHRLHIUSxyFIscxSKiWCQUfxAU2hiH3Q6LkvU+O92tihVC9rX78fh0t3xZ+Wu1vH4FzGvc80ZBG6ylSH1bWTBVeHPyPf8+SC0U2DqDMWj2DiFNJ45If8OLF9kwHvHZcRz4z9qw7gLnvcjVYn8U86O8c/AXONn+I6LPHN51qwTabXwHR3/ox+07OaklHRrHABDmx/hUYLYp0NkGbhHVqBH8UBR2Gm1va9y7Dkabpe1Pn10gLZoFZwxyKtsOzMVNeo/8/m2g961QXzw7GkZJewB5E97qHVZ5hy2Yrte42NsD0X7aPDu+OIXFXz3d9Wg7anJ5Tgb3gZj0ZXm1WrrCpRyIHWXXYRyJbZUdxDfjISoZwAmwCehvAfs9GA2Ys7axDJ+w9ycX7G/AZQPQwSIOZn21urZxBaIOxaibP+GyWKwJX/6DOWL7QP8vPa3u7e25bHMT0FErCXTalwuEfrnawufXMUvWiuzifP9w//xXtnfR2kGh+jpmyIkPwjF+HHAeulphD353jDwM92sAhi3n0szhk4dT6kdCWLipwzfuo4gNiFcC3bfviak7nDn7BcGlr12mTpHRA5Z13I2NlQaxADwiDvse7DVRuKN3KSgR8kmXjlyYbDs+nEHb59fuZ1dRKnGtB6/9EHtDjrB3A6vwBjSqNyD131R+ALXrh62HHxyOn4u/wm8IHP+9dhNYCX3QRD4nQuWjH8btflwl9yspDNEwaIc3IE4+fARlIcAlhwXvoD+WC5MFsjVEa1SzDkF1dQ7fHxy5oMEFI1LfqFN70Bt2gzhIbcfDIOzQeF63Ezly1ZMllYLEe+TIOaWndunHGyEgu7f3PfrQFfMwcPnbUfOIOVy0Cu3yxVg9QL/Z0Frd+7Ek0HowkaLFbfijURiMoiq5se/ANgPDDLgv19jQWR6iN/1xMLrnqmayvuqjaw4D+LcGAmf6KM09EjroACd90rVNi77xBKhJU1NNaunFxU0eDCMhPEQ721iIp7GxyU5zekwhoziVGor2MIINDGYdztgxbQ/zB5RbdAimvk4fagcaI1AL8HRyvsMl6k04gg98MOsfAvISMDj2IeDcE610Cya9E5yV+B0Cgp0d0ngk2hnOIjbF7PJgon+GFsa4C/QBpBRr6J+Mgge8ntFdOKOAHLpcRR0NwH4DAgTreQBdF9C4AIUzYJvkbqmfHWxblxsHnIGSjGYILdnnHTh/YE8to6ubBU+wmqwTPoTovmEOmjUjmAj/5Jq8vG4KuTrXfxrbC6b9C308gqfwEkyWA3Xq7A1Y5ltklP5QZ70x7OV1IIcCUxBU5sYPpkitMyAFueQG5u0AkIOllLi/AEns6qT2HbBbAuyWWdnVhzx79IfCcSL4RXmdNI47v4uqBpi4PusAB+lU2eV1qXBdLlxXCterV3TneIm/woer8OFVUdmFwARHgxhR7ZS3ytxrIgQrfFACiohCohiwF8kegYMfdEG17uN6SX8VwRNG9IMHR6jnXYOA0inOgW6cFZeeSpXSaqlUKlfZYBxfhldoOY7al5/KhVJhtVD5DB9duUXLmcHZexGsg9cp05EBlXbaoUFsHGhXYPRXMro6Pof+6DYAAhgOHuH0wDJW2CbonKndAs0ATDRoU6GR+3JcQgNdEpxYhEd4xBYFGBe+XdxiFVM9ezWl7F2R7PY6OYtBO2uy0+ZR/eRkv/X+FYZDkLvBMqxBMBIa78n+LtAbOj16/nCIxwJIJ8CrXfKoBKgzI+HE4e14MI6E6wNWnTwrkpLaAQKCU6o8YlvU37nzR51HVLrVmDAE6Dm4WUF7TOwYekbIkzugHCK8TojGC/JA9AoV2TnyOnl1xZA9jtAkju980H5wlCeOJ2GEAC4jNKW8J9LV8Ac4oO3BuA8/wdCP6NvgjckcaA+6415/uef/HajdEdfsNyA/gMjcIr+IRu2ryu/RB1xkRz5wEhw8uvMFOK8vNV08wQ3uohkFYEWgnD+sFBdSnAb3+8w74vyG/9Ky8u5RAJvjPbU73LEVdIimacywww3wt/zXnv5LX1qX5tE4Pz6vH8IGieGB9MXYNUvjRv2siTYa77SiNtjWFkiXJW3faG3V0YM5UBOJu9FKNuJeLK3RShqU9KuWikUYdLmMBMAcxHUJuDDtbY23gK+LxR/pe5qKIFvp7gW7rX0Hn6CmR/b3FqK4SE2XWC/sO/BrAaG4Cj2tIaydrWkyFTxUwLe3RKclPjcxC0FrW7LVG7klteTrfvL1SvL1a3Gja2JH7Oh4F7jRaX3/HOwDDD6R7mLpnnkd1tTst/1hhN4zPJqgKaNHe1mZNd3BLfwN7AnPH3dps+tB5xnX9hksSK7PyegRCvEBXhJxd4mDsIBgCuVChWKMDAfwmHxsGMXy2Gf30TIIjyH6We5cEXNSLrKzu8G42+GaF4a9iHik4CdG5/12DKwOqJVt0jZ5O8cXrXMRP1JkH+9CQAJ39Ke0Iww7C0p3JJAC6z3jeXdFJIkEoIJqfrIDUDRC9yQY+aL0XFesC7mVk2WRyxzJmXaCNvzq3QY9VMyB9CLmcD08QavAyRg+cWl0R/IeTrLKY05d5Cl2dfYnCQopTed/JjMsyEsqiuHxdOdictVElyfnda+Qvn6iT7cXuFKDNx7nI4pUUr4Cfl9q0BgxNLSYpUqeVUbpcPxpS16hVKv6HcU//qHYqnblYPOK/qB3GwW/jcNRIGSYeV8h9dopWBj0DGioVUO1ZiIiRk+Fieyvd/8yVCxjOhnZAz8pjF1DkQCtfx5A1M+gqE9dhipo2jEQOBr4OhxpeZQY6AryUxA/oH/7JKmPj8kOMSiMO2PFbVKVgvlIN1J3ZAWDGbnsIeJaRSdNgpq8vR4MugxPOYACXnPyK9tSk+I7sqXtSHIdB5SR+dYYPYV8HhvFO70KKEPdZ3cClvIsc244EUXtOLjsp8w5ZtXUcRd4mtqSQACHlazUURoFcSOySwQ7kzaBCHNJ0M5iJ+9GXWkSSBg1BSHogqInvpXj8W8/T0FVcn8dbY6pkAKz46mvokHkAjEOEM5JZn2X1NDmlGxQzJafTYrh8aR4cLgoAch0j05KrC5wErqxrgydJ10a6VunL0+BGVu8MHtwUq7i/HIgusRLAKHY0zbPPBicxXBDJFcbn2HPTebxyUDdNiLtzZYxvMY3axP685EommULhH4Cbclgr27GTtClNnbwQlAFULOV5KhBXkqdHvknWWHomABZ0Sdi9lD2AzN6vJnSo2eaHpntMHRzzZDJNPzMecKnfKQkOcMwORtgzFo1f5PX/AXsIYWXffopk2TyEqzYG1uXgXOTlFm7qZRAaQ07iZFr6phuaowF86fPFJLxKjZSu8j2Ls5AaTtonraah6x++v7iqAnS7ez89GLnfP5XakKB3cPryProViqw/KZZDzBeZB7eRsejsB17HqvXbDfSPIBSb9fwRMzT7O3R71iTMaba+JbWO7ydCc/Sru79NnNLbXxovJimK6M1XTPQOwTegXBdnNBhB8CPUNmZcYB2P07s/Yl/CBW8RIruBt3OrJ3o+Gu9Xo2wO0UhiBm/jWeH9V+PL87PXsnap2ApEXDEHKCjI1ANBm23Sk9t0B0o487ocYpUm7kaLd67cO2U3zjxZp3gxh938T6PLNPDSoErJDyMipr0Y6fCv+XRWBSLdRfG5KLjuF2IMDcNu10KoeE4yq/dqvbMpSCfxzBBPwXudAxGEtsjYT2oILrroO3Dqa5qREpPYMS7HpbcpBDmgzHgWEb9CKmfQCpi5U9nGN0O0TppffFqTuIGVsW4HWRckaRVH5/sN8+4NnVS391t7kpz/EBZ0camfcpX+ilc02t5HA5qC84ByIfVCoj3H1E/2HBB6m8YJx73/TJB5OpSIgEtqXfFvUp3IALJ62QiccWPzovmXVDhmWe/tna8vcP6e9FQtEi5KJL2cHA8EmJq6VI0Na/Fs0OQ2CIMHisM3TC6eHCDerS4+qZLHxGGi9SnOBL5tryEKo0VNpcD11kf7Sq7p7Z9NINb6XILjUn0lKs4VDQTrPs9YY9ngMaDRtTJuVSejkWGEFtXNRVPDQs09Edx6HdZNO5FlpOUeIWJT4MwuDS2X5upCDAlYwjvVx8AquAQOuBXY/DrRW717f9HHVXAKn/jmLxw5K8b+Yq+lodXvhmUzlNypcJG0gNAjPoV7wp5qAW7AzGA9glGDa1WlkVwO0IyXoOS+ljF94fAAv3raLnnP9HEktjygnzZGSXTxkk/hD6CU/dUGLVDHW5WKxi+czNcoxAe/qgTUMEoJCAv7BsPlKjigioeLFDItAqXxldOUrtiXf8ZOLgUMfUb3He0hmVYCQYXRyA15LtPTShEAy7F+BNVv4/Bom1g+EUuSLsYR0DBwNEQ+ABdicvHlWQz7Heeik9skwnnCTfgi+pqfBwHy3ReaFWrPDwVl6mgNgonC3MucGErXsOKmRbV1q4ti43jITBy+7iz4fD4+OSM/UYIReiXHg0AcQy76lNI7GDoFhBSxKPEEM/2AC/7dGfFmfJdmOCQhQEuXcJldwCDto7PuXTG0ChaUvL7t/lqSdRUFApMR3tNmwqqMMRB48g7Pf54lnZOa+5njhrFvad80mf0AMR6ycd5bptvBw8mVSr/W2AYqGFwb1GnoLuNjEu+ifaAel2AwIr12RVzo9tL9fSko1DbLTeHB3J1tCcQXOTZ7hl/Jm8Bv+RAKsHW+SRig6BJDTUeCFnZ3yJm7fhq9yxbySQyxrzFi6J3xdEFUZEnJg3bBiR9zcOBpCGvpNdqMqjGkVqNNHzDQ2S5BMgM/SazTRS/Y/W8H1mnbY/zyd9o3fG+G+BBGkSBuhmjeyr5NETdUMnrqT7/1dVOErkb5VMSsSq2a7bGUS3VS4K87pm93kzsJTBi5lgEJXOrlzcih2D0fZPtm56kHwUeCGDukZIzXpQkWbM152EgW6mBF7PklupMoXfUr8PestU0bD40/3p7m96gwWaWisX1VdPJLDI5VNl+FI15WCW38MZD/pIOQ41BdnT9IfsA9IW8vN9+TlzOUmLxifC+5fUGc267g2u/y58/UHjW05pbZA3QJWEkisCDsTSqk9A4iOvgBsWj339mgpOD4hBQ+MHNWEa5DsNhgK+AJYZFcZ7ITPi5QRh94pFKg8eaII7b0bCWPKm5u1wDzfIzXz/R5bfrSw2vK7H2fx6O/Nuez7i4XZB5F/i1CK51qYb/bhosEz5ZWsp4rvXLk77Xjn3ozXdsCUEYlwqa4zfpC8pMLEiHiQcs4tclA27SF+bUHV4VFXVKUl3SYa3k8kwNBK0ggLhXtGrhOEvM0eC+sTRxDbe8o+G3yY6s3nexf/RaZ8vEZpHbdHQolKSRfxZHAQVNDUeBeIoBv64tbssx71ztPi2/k8IBu76tX2oYwxLA6By1K21in23XOiK1SFUqjFLPTlREqRuqMzZv0pNUkEzBRmRyo/WVFmdB7lrOdqnT5by987ie78I5S2DdaXCkRcfNAbEYVdbuBj7XN/mDE7BprgfxHT0rICWVeEohDYaCpblFyZ1UD2h8AERvDP2cDR6ciTfD+JKFmIxrxx0wKQHGcgKXpSt6evLj3t4e/j+u5XYr693KM3er6N0qM3db1butTu7GXxZGd4NRjKOpBxv0yWwP/Ex4HFKvVOYPBUUIqjAvH0NgMrD0zkLW75t9PMJhFWjdKf/AxCblXFwqq3PFpTIdl9VcXFDETUIGFq6AGLvZ7S2v8+3FdhS6Bq0BHJBhgeACYbmpU6Sogsh9FXfYkZ+5AlQOHfWD8PbuejAyumRiinuDB68zHGbXkFxhYlSMNW6U8e898dcNGOFBaooJinxmoqvEI9V6zuitNb8ePYt8UquJLg9iWsRlJSx6rlbLkWv05xpfAXc8MCjIjkKsHcdR0JYA30oJ/4xd0upWXTrtcM7dWg4+6O0TThVln4nPXQy1rLxbK9AcSwV9+GVWca0w1XNe4dkUhqnnIVCwYTxq4CS7xFvA3InK7dTHmRfegHdImBmtzC8zm57nZ8pSgQaokCvf5as1lPEa63cL+oSBcNzvDslyBsny94dkJYNk5ftDcjWDZIZ0s/AkMZNy6P12yfVC4aYn7ZArqqB2KEV17QqfvWqIpkZBFYuaosVvizNI+EcHdRUcE/jCu5q9CQppR7RZQ9ZRrk2CWBEQoV0exFWyA3BiAHJ1IjRMZOCothU+vNnknYL21gZMXlrAVGFhdc8Tqv+4xoDPIqVgW0Jgi5hxZQnnASuNP6zR4xT4oUxPb5K77wnBD+Ta3euCRCd7dYjpjkCH0h7o8XdxMppZPNcTflJ0v6qLzWK+s5I3d156EV9QlyaxjNeyXYNjWx44bHvFMP2KS7ipkmeG6lXt8XEDhEd0D0tSpTf2/F44eba+BYqAyGiwBTiq9wLw89ZWiXxJYX/5ejDGCwf8TVzYBk/4qAUfH0DL//p//r8yfYnD4b/qkqEzGgyTRwitAbumdwiUTQVBAHL9cIiB8OGgX2CdAI5sD28HKC4O36sWkzUfxqhfvNUu6+TC5VzNUSqQiPgUPlinlAb4JjWT0MBmgIo8AAmXRhB6FomR/6gSwdGiYD44D9NIwJpGIwoIx4gvbacKGE9acl/tWcOPRX57Qu+rGse7v8IxFMkvl+St22u9aTjBixrK+IKHajCOwXbm8ZCpoHnXzMFp5NoUsABpPw5un0Wk/jKrV9nqchT7t0HiU3KQ1mEPbz2evRR/6nYi8Rv+dANWuVeHVe8MxtfdYJnvFphTh7tnEnKjqvKDcoDUqcE6IZyQ2NKXf68QE08TqyzBRgol4AdDvWfYZ397f3IaqaGzfRsz9KXFlouAb3nhbCfo0FssIOSbIKbIi4p8AHaHt1UO8UWxWjxuBPMEKYSoNzr4JvTEBZDLo8ZdkZOZcWz5SKM5DLuD23EgZqBuqEGglqtiFH6PKSgKk8HiQ2+gkH6Efu9Ux22GHbMX2jiuClfp4qNp9NRzRwS9ucdB0kETjSPK6iVuw1r6Lwfwy7tyJf1S4+MRz95EP7fo51SLI55yisInkh8PWOrOQL9yowu2NBjMNicCVMvr6W9P9k+a3m7z5PwDomC9hcNIY4oM9fBpkf0aThNfKnJYPX3RXPle6qbOlGSTQuzknVvqxk5evc0e0mf0f2mgn7zAS2OhqSCzBgumYLwwhNDUCwSMnZfG85m9Xx7lZ8FBj/2bVfvR+6eDE1OG9bQQQgOMFiKoO26/5o+Eg6dqGQX2cidAVRLf5qrkh3MdLJ07Uqad5GumTncqhykm/F3He/7Vih1Kyw7F3vggybQIur/GUZCl4NsUVDWrPI9jKuviBIBeQ44uBpApFtUURGQJ5QywA6rv7CTTsGG2BnhJZ012EQ7en54ki6DQMPInYqIgXMnK3InIzMHwB1APBrtg+s0zMeWPeM380frKGZuefzht1nd5ptEka+diAib/7jy5NgfRuMLJdgXGq2m7eySkPt4BgBEwzAXWSoC1ODD8B/DWgLWmA2scJGk9CdhBiuJSNxg8VQUCbBxYIx6QWs6YAU4SkY7aAaUb5ZAQSQssUFS8vzV38tJwaoe6wpN0oWYjMgM5hKdrm7CRy3RLpvtc1E4gP7DaTCnLJ6VHtcGjl2sKnlyBRWOkmkgbmgCle9775Zy5H3gf6od7ZpRLpWab/OngUctcB1zmqZLLG2CiHNuz89N9fPORTiCaJDiVqyI3AZef/DsLeakCvAMeyiiwbRzYI2J4GxU/YvRMImKs4T+IS11lyaVTtKgI2DZa3Ts8ru8mo2kAVpijn2Y1UdcetnLE3iAnpVjSj0cud1nZXrnCYeQtW8RFprUU65zf6AAaKSac20yb2Ju8ieX3NjfhjWFHYCqdA3uIjWy22DjQY2rOSJHjUYwpBm7uDjpSuNnj3et0rgsaSzfq4vW9od9BQ0sEZRnApgZmcfea9ppMeswSuIsyITG3qPF84bFdrSyj15Bu/nMBn9T3TxOqkxwhdYLVUg39cMQjfCdxQ4HyxZ539h8CsDbY/JW5cx6hGaIWF8bP8xfA/GkmD3hIIpl6FFGUVnP76WZ9bNbKxjd1krgowp8iWmuW6CIvlBlGMOBKCfJ0U5SasqmZqCum+C7V0bX2FJFdEsqKqVck7fpmuzeWdoQ0hTZsqQkQaziytrzn0Q2y5YpoOW8qkVHu3An6mmqa4Da6oOX8yioCqIvvSQsb0JN0ob2UXDSBZiLYZuiuUNC0gDQczlgMWLlwBK/IAyFPAWd6WcB0G7OYlvPJtl+IZHYOOnKXJXN2ZYZdirupJ36siDn3xgbTcwnlHxeHN8RYc0wER442me038WJjlLXQUP7P/xbfpyMoEQHPzxwyYwfd+ZPvGc+fwPNIsrd6XuZo3mOhdup3HzEHTdor6mAuP1r8k90tzEwk80QAe4GF/B2WMkcdAnmACpejuaw2kQZ+YhWw8ZJPayKNH08Y4Xnq9hw9vf6lBHV1mWgSV8lySz8jDlnFx/ZdWjbKkEVJqTE/NSqg2rNimkXQj7ACQnwXSFCRseI3g0FMBT+QiIAWUbPA6PsRfP1Aib5BhbjDpLn4aoHXeVL5U/GJHX/YgU8r8LkDENntLT6XoKjKsEvpNDrBLWaYHN/y7KcDMCt5naiiZU2bJ/uHx+8xLYv20j7FZNONW6pxizduTWisNG/Vmd/areXuUECLT855UE0ulZ15damQXTShazunlcCIqtwJtkbrQIU9mLOm6mG4Ik0ufHpDLpKn1QpzRDQaNVhIgqwwA3rvhhKo85CJKcFV3CmhIqxUd/jhUqzzlfihdVVLpZwEWgHW47zFxqUrChEqFeTFEHzovgJjEK/v5B0X0HzUHoVDXEbmnJ3uCtNynqzIyEYeyXTkW9wS1PipCBiOZGJ3YSousnRqd3V6u3jNQdmyQH9YFO2BKuIQWCveQuLNI14NlJ42SvwP5q/j8Iy7QM/3SDhQ3E9+ivO691uBScR5vB7+cc2LRe96JmDKHT0LSF/F7Ey+s7RmLhcuazgJ9NIgi+5MsD28oPPEA2NPZPy2DSe8269BvlyGV/E6SZBLh15GU7hFUnhLNDci3cXLLC7+pQENchuj3vmRjorGuwlKiD2QMDACA8OzUUsvAO8e9+9dkUsRlVeeLzSiJ2dHy6qsD30HXFxCoX5GYxyep2CUeVKl1ldkvxyfsugx/P13/p5NF7jXfv8e9ZybbtiOuVD1MQ1liOlQH/xRSKVEeLJcOdkwltmCJSTxAJvhOweK8caGCMOXxyjACF56NvfhonUAIrT4yh5LOQ53sgmteEUa+zbHty0TozGfLcO/uWIMU0sDMj0IJqA3Joa5D3r0fYvCHjCjm1BIdJVfLB8ywVWOB13r10hQWHjWyaRjq/ljkrUMOE6MyXubTmqC+eAwtigLbtDV74cE+MWcrZPgBO2jZ0/q4s77I5lvUof/BNJbh6+vxlvuHFJbg1l4yJmPW3EfPGNUpjgVWcCogSRmuAl4MeVIThDnpzCSWE/MmLTEHLke/4PPxNUWZv5Cnls6wnbl60lX3RgsUFCRDSgZo3RtlrnL/z2ldOGFTZUH0fFsDfBZY5kTAGjJQ7/fRx2sIpyHW6CjySpUSbTQtSfUgWtk1QEl3A5GoAnH1aRmFWewvJaMI1wFb1Yr7kp5vZgxhqEXp930ndIq2RtO4pTAS6aqclhYzGr0Tdhup1KQVuiDauLQqFmRoixJOaA0WIjVW8w6VcUHJfRgDG+wyhmY1AWt6S1t1oknfEnOwGJnp0Epv9WWdGEtSYfPYtpm4Dc23LvoR4HNQL4Wq2YaydemkZwcvZTtjpR9BpT9CtoGHnJEKkfjkCcMDQt6Med7GFaIHCWlgnD2JbgL8U/pxMLfKbxTAkNdWNjTUgjTOxpehhBOhasOw4lCijRgxarQbkQk7yNigAJyjd0NYnpojiL+7+j6BpUpKr6SC5QscGKmnOYc4TlcTFmgIrAWW7oZp1cCCNYPAV0KT9JVEn4nRDZswmapID1NBYYlaJzLt1cOKbrefZSfiu4eM9Ch+U9GHTatVimXdRJoqsmSJL5WEytEA/TUCdgWrj8wN2yGu+bmDEsSIcKc7x5ewmnX0l7D0HnoVlpZt5h5UpmyC3qAD64Rx1CRllUyqk7m0t5HV3TncI8Z8dLILSXsygUpJoYy5BgF376GN4vMk9dwxeryKeHseDxKy6tl5lD+X8xzQRk6gAdF4hKob8h9LLyDMY4KgMw+0akkJT6JKhIftmxyz0twFpP7CVL20bmBeMhk6xp2PC46gYQR0yKvu3qNq2aCsjKpwcAtDuLFgJqo42egJW2Te89Ey7ZMoq4CLlUB1IdU8DkmsngMcGGE5JNfuEWrF1i1mSQ9FYwJglgDxzlPCr5t/QTRcpuYmvMHuRwAchHxApOkncuWt7XKkXo1DNlECPnFzJWcOCbzPyWyXrxQ5CJyOIrMgqgIxUCGiRE5Nxlpi8G1xZOqKFGsIcWDQlPhrAvJ66KnNQrcrV8K2/Uqr2ozFTBSAb+IB9VBJIhSgPCKijzsV4kP5Z7LVCxNYoRFdKkZoa8F815q3uklVk5gXuqXmjwpUzoQWG2/HmpsjaZVy2WskzmvhobKVXqOrauafdFEUHPeLBsTZ9maOMuGnKWc5lfHkyudTJEZp7qyHmRNNG9Qn9XIkcCEKbElb3yWUtbfErtfNA11p62HcXERoEwmWXpyS1jD0D1OlDKHf6gpklgCNYqZDtKd63oRO9NWh3My+vSeR/m285UivKMKez1dM1KdhHqUUdfsKpk4xFmVbHK63ntTKcvqZJJiZ9hGwNTYyIlpYzF+5QhTultfb+HzLjHi9ha+ohe//GNL8zPnvVBSHOTy/ko4XOXj5E3J+rZtr51nqlRqdUIk7u2CusSU9Cn2uCDuKe15n/WKf4DitqPX0TVel8sqgJp0e7VzD4qI9raD7tYSWUNvSTQ3XGKGKWePdg5rZCwp96i0K/H+VzuaxfkfzWQCLzqZsPETT+UbdYX6JacynHwqQ+NUhvZTaXbBKXJFKkyfQysHmfRU84nyePDbXViHq0ttS5fkSFe8Likes/Dq25DnalVXJJA+dR1Idet25bUF0dqgz+vCJ7RZTdnRSyzuiR8yxtv8CVSbwjeg0NlM+S8y5+0DqvzbqQHjXu4z3iS5vCEpsYt1UFtHcTjinvSI5B0KKfB80WN20sjCwZm9Jaa5JXVjaHcZ9yxtJx9GfLgFQPIea+eeWzqoKUH5RwkT0k6zz/Oy+qOTMlJeVUFTF7EvOGr38aSTVsvpFfETCp3fGEE2S4Z7KHtCtNDMzCnBeM/JB5MiQvVTQl1mkCCR0kWd+5ge6Cexp/iEnA+d47j+5uedUrv1ZAospaRmHaJ4gl0jMCcNBp8X+2nFUeQw2Lbrf9gUFEdDXcRLSXyqvLlWYLo2lwMiUSP5Q9T8RqbrZUlu3LTbMU3lZm/fqsVC/Zr9pIdvVEEnnza88tw4Ag5SiB5pmM6RYjEB0v6nTws53gd+tSUStXKfb1TFpA3oFxZPInjBXcrxW1ouv+NprJZXy8IRZoGqlw4lTyHVO0U4lAyXlzUVlwTkeTTKn9rB8mQSRD2JL20lqcWeLU+RODoiYtkgGy7xpKHlQpB+MmucEnGiZ45+yEIVlTDMpXbUmyEsWVXhBa+ABj5SCbHyhKWnzBhwDN+yMnOS+LyCSG7bIdufLxWy9f6AIaJ09yicKC+b8uRZTUKTPxuk4pmjcZ9cByIofDCSAdWIIuHnxzwBMTabupEqtlxfxiWWw1msuUNeaa+/hVxviPAg3btlSHTNr6aSIGQe87uW0DX+XTVxNdCFZjoaOBWyluTN6C+KBzEYW0PPMFDuc1iY2g4jk7CorGwng9mwFbdGCxIWPU5HJ2fb9qCQwgexTBmgdBPyEuvlCr0iw3E84bEqvpIWI9b8D1BgrjUFJh0O/F1ZE62sdtGfQbvom9pFP1+7MC9nVDiEJC+kfypoTFJIXu8gachwCauioeIstpLr/iVEi9/qU7SADFJYFBEb0ywdgMntFtLhjAeGS4wuHY2nhdNNlsblNTErMlz6X2q4zOqE+1pHnNSiroUzTi5xQY/NWBKrJFxy15gZ5tsYSY2MkdT4Hoykxr+NpG9hJL06GyMjiTOaOWvnVc7/sBdPPYShZtGkODMLJPmSSL4YRSL0R3QCOgOARXHFBcFfldafr4nf9kt68JSTiZ5CZusa7y7sYFAJRmBLuUxYsx1LLzMdp5uP244WQV7Itf9eVFBysknXL81izmlzLv8LzLn8wjmrED8Uzz/xVSBVvVSbZFJcp/o5OLQZYogflbSP8u2JhmlP9A174tpiTwhr4oUWlsY3ZjtQMxyTfwGKmdnxkWy/itHLrtpEw3HSRr9om7+FlnNiXNtUZQpDr3fT80nROR33uegQwZjPy+oxZTB/NccY/kUqTjT9zmWCDmOzrSaB+j5MLpveBH0xIcGEhuQS8kRq04gztkVVbIOy/1SVoQTN7vzuzcL34Unm7iT+mllo59LZdf2cnDTDh1QAomoHw9gG7BGznjaOVujWKYwYvdfFgMCPR1tbZeZoLraC9gS2OGVG6DDyuOdta7qHz8pYQPjwcXlc+5QB+Zb6trRQedAVFSxp6NpbVxXJWPD4Sn35q3TmL1aNxWNV8vIBw7albEYOxBm7h0mbSZN+Wl/zbjZu1m/WnImiyrxPLFiN9YKOwGTJt1aA/ya2EPtfmOTInAVCZ60wSaTliM+J+snLl5qCvJ/KlY1/r7VlrbNqw4zukblrDiACKXFm85fmzgWWlEy9+aibkYkTktEyR8TQFszsqK4WJKr7V1X+Xu7Kzut1lpOEFp9Sp90paRdODszEOSQzuqLiRGUlm3vHp02KMK8v/8YLE2MO7WtKoTEiXYr839BxWdbMUQ9jUeagC73/l1jcluBlSf0vkVHpsiBiymVpqwZ3Q5HtLSFR6BdFzQ/D/vKjHxrZP/AxD2h7UTQ/D7hZJmg04JlrGSZXlosrymLRejjZRaDE13zJZILJ9rNrFOsSkLCus7j202AW1dflJdcYjKpaUnFVkdMKpLotPcTJ6fHh8fuLpsp05sjULZuaqodh+PJzMwkHgdQo1EGxiJ7X25Hf9eTlBNpRBVYCsSiOZZoKZ+yWkrmgmpj4Z51u+Wrz0HS1ZWXtjLMaJuhlpbKRwNjUMV6yBNoY+jObw4o6jFUq0xaAxhePfCBB/todlgDsuh42pFcndKyvg+cBPhMTBKu/P4n4CaOKr0Ke0MkDmiWtUvaRDAJLuT5SRVXb1Dm9bKf2KH9HTk6be83znQ9es7WbokSTSpdYxZ3ZYjYoNwMn14hJE5aO3GQy+wJS+3Jy03+mpyDWjXKE+Hj0I7XBMeaQeVYE5E6w5l5yyL7J7FMl2z4mvN8ol0yCQDFXDOfGN+3pYh2Pd5Sl3pNp/Mml03f0QgPJ7bs64EtaAiy0Kp1MXQb3CitT1c+Pj/Z3vNPmYf2X5q4LxG0mMU6vZUZnjLyoGwRDZ8NSuC6ng5DETuqFniazhJBcUgnsmVPXgxdoGTXBlCgWL2X49RcxfKU3zdD+G0mIqauQotmXrMRssmV7TqJl5gW3iSOiYuiZIbIP4ukx5v8BHewZ9d1YezOmn0dtdnrKepCd6DZIJIoRHIQa+e5Wmet/Mrp4i14JoAzkkaf3bypXqpQ5/8i5Xyq78HFRh7QbkhbMI5n5YzpQ2EFLw8RlUqPlgURGv2PSt6juDOlfJBr5eMB9B9jnKaZELH+JCDG3CJPCpiv4YXGiL41PexldMa/wkCaxRibt+b1JJ7OTPyYvLU/qPJ1Gc0DoLtMvQX26uJmGe+OLcZ/pnOX01Y4a0R4nO6G0WUgtKy5t4Xiavqbp/aljtp09V7uWc7XrvkENDr/k4W1+LxAHyjg12UMlrUmCaBwRvJAY+WEXI6DI9pnpyCRz+Wc9O8kMvv4QTYL1Facp9az06OLsHG/KOQ/U4VaZIg6iji89kzOtSePr1yR90nR6XRLnDhToh3AwjuSJI8r9srOeh0pKyeflzahojXq6BgPT8zd+EIUnIIbjwk/rgmVGNs35HHpUWQfOWZ8PoIlhYUqALOwHj0ldn8jNE+GKo2zlsJTZTo/tMJvrMyvpTocUYaEiqS9vlp5K66XmtpMf82ODiExbjfV9cZ0vPOMzyY10zPZsSJa+bCe1bhkfPCZxtviwKE/FNpWRIvLG8oBE0tPlyL/WJiZJcHkuW1wIvD2K2J3/EGA+i5ACnzkPCWSmXC71M/mEMyemVNrY1o2AeXndeULYi2aVfTzdP2+y44vzk4vzuY5iq70+GMdJgrtUovJWLaeDygWypef+wh7oGlgzq7LnuQvR5BHPY2z1RMlYoXh2nsahioAeglHMq52h2UKF0tDBznXDCPWn27sY3YK33cG13y1mXtTz9wOZF0s5GZxq9v7ZoJy8FGHfye36t7/LpVgmmTDfGnUtCLGW+9TLnIComrSC1edSc3gIJ90Om/N4MKbxEGoJICq1XBj83VtJzkeRkXroOtV7u8ScB0B+jQpeiNmrU0VfvoEvp2FAIZI9DJEs5zcd97GcK+V6j9nwXlT4zalSnHO5e/lgXrVePlDGlAkIWgLUJR5UjR7D1HcuEflFhtt/28e37RPx0dM1mMC2neH9HHApzwsXTEua+/zss+XziVe9dq1Ev3jJsk6jZiRZzbI8pFBz9VwgxXTv1vE5yKG238dU8ZjnSrwsEhWGKTkw2r2U6R0NVio3PPTju79ElMA9yUyTBi0yvmMm3rtw2G4b+d7jOx+zxoxG46FMOYwBahGMjf5tnMbR1lpxgmrCK+MceYfHO/XDnJzwk3q2Uj1b1kBls+fO8aHMEq+VSJKQjGzxdgBUk4SyDfECl+YkFrUBLBXrqT5j7xmNHuiayj0v6pNc/VsQaXwTFwdVnq1/avmDswCJUdLzK8x2aTgP2SNGL4tcDYTIP6cUmjj4W36wLtUc9cMo0lHwZLOVbyq+XjKJ8utNYi5yz/gAw1yMaxf7MWqJCl5p5osPZWoT+502j3heY7PjG4ox3KYiej+xcjZUM1WF0wOTTRv/SI2PVTu/dyuklfekazrvn+ny2xKIDVab4MFDXrhtBlEhFjmDZi+cTVT0zAxPvXAGUTFo+12RuzMxdDG0thdSccX8rjA7kRldt6rXJnegkDN8qyLXZ0mDo0rj5TFkkTtH4Zw658kAucJFJamk6/KZUt8szMJ2LBlxTEsmY0qpWbzIoFRTzA0pdmCsTXbkvoTbai9r0UwwrARaqS9gbKY6z/nQtj0vH6/gI7DARLRj8WxnWhGfimt7F5N7EiUT/fd5nPU8rv1B57Ey43ms/Hc6j5WvOo8LE2PcV5LCttynzj2M5HkUhjRFH4pa85dJbNTVJeim/ausriAyOFN7L+qG7SBdVBDlfav2b0MtIShy4nr92d8Tf6kd9yo23DTv3ewps6bZdV9t0b0kTazlAPN0sTxTeP4on3O/2fHkQTIPyBJLTregBXxnYpqEc/KypS6P5nWtc7BMbISdNncvdppVdoi3zjvndRaNe1GKoag7DS1x9bxQmRBbp+2xpeD1miwqDb9Zq0rzAg5c78Cgf57IJ/hB13g0Dkj8ToWD4m6ObqNi6mOtq+fhnT4vcmaagVrpRZ4lIow8vNRPNjXD1Bsjv9++62JWUk5QjAfBUkYtHsBDtfV6fnQPSleVvzOIw87WVgkGWb4ejPudKOMvve22t8riIQyegYjh1DgTIHg8wdltELNS5k5qkQ1jfN/Zhjks8fRZYefJpFRZ0m5qmbyMsMQBwDSPMX1Y+lG7ZF4IUs/+gpmvBGARI+x3Op41/Uu5gGgV9OLNcGC1qGAq/biyiCu0uFLOBtaAMiJv78JuV9RPwitguQcMa6WzOz/CKEVtb1LZ8jC33Dgmn/FdeHu3jK+Y++3n1DaHCOURzxeVP8XW10QSxbRy7ugz2sphhYrk0IFAzihkhSladu0OhM8L2Z8ytK4j9Cc1WsJq9aCAncFgSNEydMmNR1DkBxEFAvl72gjOK55GvGPHlkE36AWy3Ds9u4PD7HDLgLwL5s6u1fjnmyghqKK3qGpp1qJbRFn0KUNsXHEXVSQara/MVa6EJ4LlIggAxGE/LXo/L1h0e4nImywiKJ25U0gfwhWSyNG127RZJwq2AnOH7p9KxRugf/2vz9P0O8mZMxpJNF2/Mx+XR/l6iMDyYYJFwZvk2RNKYON64Gn3YjeSKixKa4v0hTUBEgJCeSg+1ei3Z/7bM//td/7b7/y3R/7b4xQzOuVWLpUNxzINWeBjpTBKdaysZjr+zjs+ulPzd2ughE0Clgi/C0KUvqA/Pt0hawYxq1k4BV7S4bslzNwjIkvpQo4XZu4N+oN40A/bBXY3EIUYqAJtijUJnQe0noU56BmGzgHwfrwusv2fl+STzvfNoyPSblnjePdX5uz3KT7+Z3oeuCRrhbivgMmCLJWKehdmJuNPEWMQ7fwdGSld9YJ8TROQbbd3srbEXzmGfVXLOiogMBGGCI0OMc98jMkGRNhSRFeWRYbbI2RP3fttRT5QFVH3+DASARElLJM6SM8d+UPSqWVTMNzYR32i1+MZLK4HneeimKmWsd1Z469v3Sp+YcTTIpkTaJqz9Smvo1YAPoeJuqnHvQv8uawabNznlb87DGvFpbAzULC/9oWZTX296y4kWa6jKlOV60IipgK/oaay9hGCqsvMNCQBO+MRKhS4QQsLcdAbopLAUEWiICS2WikQO2i09F8O4Jd35YqubtClLfYQbT626OdUC2xQ4g1ayY8HLFVdlT5U1/mgUaXBJJkPWHk9/a3+joRVthd2m3/b32l6+y16wU016c2N8MLfHK2u1F04BFrgdcQXQQHBwi2jsB2DUl0vaO3UVbNQVLR2Sb3nmdsnyZbN8S2td3g7arJoShSznRRJhQWlWLMJ7YFVFszSQLl3XibTTHrxV3KF5Oc+/znx6mjfgU7vLnyad5UqJI5lFMDLiquplKnRK1Y0prwq6s9WQqQ1e+PWSxpTpUDZOJP3BNXpygYo1Otrk/oDfxGDCXgqeU6mPV7ks0njrcFo6iJvjru3Y8t0G71yIWqMNjkTk/2ICtvHVi2nqVTnqSkGqdCyLCZgbB2lA0suqEqSA/98PMrv0Up6tEQ0KfawImfWLsaC2nnbK1NFGi0lTdg6yKqxsoO8U0ghoOVz5ShTFuRFjfzs3bTUsNBNYmdLEJueB+VNVmjlTjiVBBOlwrt1veZ2KuJJxbcTyMaBfXDeRg5u9kx85dZhcEHFgZL0kC4DYnaQZd3laBqAFV70MzEzxW5p8dj7Py9Hw6CNlcmr8rEvZq084BWU0byFTraFw+SmvIAPn5mklp8v6q1z7/3p8cVJTbiRDlZWKwuWsuoNNFsdUerkIxik5DmoLeT41hwicjyB01oK+spvdMBDtjmry22mLeWbvKXM721u+xumByGWtC1oqGqiz4OxJo/AVLRqrq5lN/rjHlcTIu9ep3l9MyzdeLKhPga/oU3EObpjAFtiP7oAaMNNLtQthKAVtmSq0qaCm1yR2rrya1SFdZKsdsJoVGtQ9NCgzF/mnHNvUIiqQhg/v1KN5J5WeF4lE2gcpSua9tPN+typlGqGaQzkcmr+qHQzea3LoeH1rhJa6aYiMJJli3PHdKWsOrrWnj2Oi4SSElNajI7Z7o2lnapYkX59cWRtSYVd9ctv3nLeVHJgVCKHk6sS7jRqYH9RaQ6ymrnfWVhw3Wf3lehJqtTorqR7dZa+PZVsCWULf81I+An/pl7U2KhsnxRilwSWB1UT3fbCvAasXDiCHeSBkOeBc64sYEp5PbWQvVZ8PlEZJhahn39ta7qbYWCFD0bP7G32ZdXraLgyQQKunmYbbzKqtVxJpXdKXSMJo1U89Jagri4TsXmV20f3N2hdSdvJqBZXyXo35QM0vObgAvJmMIiHI6qHNouo5C/HvKOccHdr41ZOhLu1sdIkVWcjqN2yGKkwdGUvXF0qZBdN6HJFeLATEIvXu/HwXoUM/2mRTtyIU+FOqjveFKvaxapocCqPDGwcsAbnLTYuXcF/dGcl7rDgQ/c1TsfpboQZ04itoudW8NThgFyCwi9J/HZP5vqc1/DyMlHUa0DWQBeKZtEHdaWYuHeEEQLL8/TjHv8jFzwBKYsYTLyn9DCZidcJbvxxN/ZG6DXkhY6SCB90Hm07wlf0GltQFzV1xPWYqFZJN450CjtUqlJUnso7idKzLIDwbSuvN9B7TE5EQwrhBc2gH7DfKKH1K9v5Ox8uWgfAt7jVK2zOFanm2467WcDUvNFbMWDqhp4o3KjXJebqV7pLugePolN6Hek9k3s8wXlI5Jk55ltuz6hZL6vrbh2CKqlqgZBYpXirJfH7H3xcN7GQ5k+KvLxTomxNMpPmr1vxxPj0CHjLkmj3p+SN7xvyh1WVzlrL6lOontocaSlIK/RBNdFpa1akMFt/HigNlpbGv5QFpPLRb2lTVbtJhWkI7alalaoXxGaPup8rw0IVYcRLan0TSjHLsm5ZotZEndclRSJuxtmTAJJlXIVKfGVNgjlztvUXZ1o3O9BpB3UFpBR8OtQ8x14jzTblNHAC98GztMfQistnQzIpglG+ltwTVCEqPf5ScjZcYEJiKIMNpfNlzo8dcSH+jahMqyLBA0byOQlf8fK7SUwpVZRiKw1/keLHE+N6kS4WNLXGLEEhiheIcBZRjWJ5m4b6pOWZwwAdqo3piXiXVW64pZxLmfoP89rEU3FjLa+c58+N9n+uCh9A7NMrYLweRr2Hhy/KEh0LSSA7aOTJ7fOl8PNeXZbXr2oqrEGqTD7qUaIflUCIFowXKhzQzXBNwamZ4WAqCzHitKA9lzWqQnpYW8AEgTrdxlFJw15dEeod8QSbQ4t316KgEirv/BzxlEnJwuH1NyUtHfR4AMGk88Xnu6HyoUtmqewaze9aTUIHZgfZuEws4qs0eGktGSsgE5ubOYGSLpe6T1PD70RVf5dX+Np6RRh1hrVlMRzEb48GUSSKg0RujlwQq5+RC2G+WDCfnFhCtZMwNVM5XGL4wMTQkM2skjpZhFRVlXhL9lZhSaq+WQY+r6Dj/Z/1KBAKAcFHDJnwD7A7DzGdLh04HrRBISuvWgqchv4Ditzdc2ehCGPklRkPJhV1mYmcvoCkvpis7E8FMm9wMMu8MFao7GJAVZiRrxE35opFjceCZk3SzGh83TQHpvK5LhlrquhY3IZ8XTCneAY06SlJKlYkGrUBybd1/gLoQGGX8yBg0RYaLatlSpEUovvHZRPiIkUnGNz9unHWZh0HJrbxlWNtvGCs3Pfbsw5W5pGLMw1Wsb1KmVh15M9DkFk9n437o0G3a22iIpj/jqFWNfhnE2/x2d+Xllxm4vr3K2oyrWJXHkJfSZZ/BEn+UeT4h5HiH0KGn/+ICm02KV2pmgGZWFtkT0RqIjMXOrUISY3mL6j10bmQ1nmyeIpMCR/oJbKRAuJl75FfXwCnpeSJ374HXP3raLnnP1VZuxv4oKPDDNh1GEcF8WyCZ9oe3nvQyIwZF/PuPRnFjmQ1RUd8X2Dp4ws2KneZ4//jFK1N4GgGJyunOFmWHaXwEhL+MYwCnIrTeyrklH6edSZ/T8/EnfTQAs2t8jrewlxHiADdMyAadMUC/1DqlvQmpUwvk9UqMxLLSeGeCVej/NyVQ21uZh6DJx4B+nMdghLT8YCKCAK+VXIcR8FdgnlWSvhn7GJak8qqS3PP7p8R7yoqViY3uOJztxf2ncq7tQItAdC6Nvwyq7hWmPzqC/7wQylvVjwPgXp+5FEDJ5k9bwFzB2yzK/vBH3Ue/VHAdv52XmVrrPM4GHUi9n/+N/xMSjlZ2VxFtGqHavWHJR7PPCyLfyvi39WsOKW2maIN7QcxH1xwOGpgx+fkAhoC3Dwmjj2eKnRRlBWZBX3ZCiqk6dviVc7gVf4u8Kpk8Kp8F3itZvDKUDYR4dcgVv4SxNamE9g3wevddAL7JnitTyewb4LXjzMQWOUrEat8CWIb0wnsm+D11+kE9k3wKpemU9i3Qaw8A4mtfiVmq1+EWWU6jX0bxFanE9m3QWxtOpF9G8TeTSey5MaE/NPyJuXTkDS5ApH3cPVzzdJJuyqhvvR77VsZyatVveAomMi6ZYyWsgzwn6tlnAz5Iuf19JLjMljwW/mmzS5J4qqMZzpzlT9bzjQeTUlFcLUAnCWmElFRbGpCm6kaJXpcJQHJ3rZcKQgGoX4zAl2r6jVw6Zpl9yx5yDvtPn1+NKth8Q2Idra4jS+K3fi2ybFSHcV5UWl4c8+JvGLxZWo4I55mSYJaysaJZOHgzN4i1WOMrFEqexafqX4+AYY7W65H8yhbksjllaie85lriNBN/TE5nrKZbr/nf68pMPgD7jSv+cGEzm8ycezf1RmcNU/cF+eI4/F4D3ThSYF91qISSRThonhCNzUfpvfAzya/MNbfay4xCtTKvtSceCxTFeu/8HDiOkvvrPo+JzmL5+nJnMyobir2+rBmzeWkJK4KDS+oJS7ocZRLYpUK4p0Jmg3fihGQwK9mE0eosnwZLvCKwQ0N5aN9dU4QaZzAMQNxJt6xaG8Ls/me/XA0pdYxtDAzPmOXGbTKyLv3wh6KWIcOlqO9inQBaT50TgTut2c2ZjRDOhrx04SUqKXZk1dOyqxKlV76mGM/j42pKBOfagIYDEP47Sckh8XmwDAMNhH2hl3MBbe5hvek6m1HIR1RuSR3tzBz0fIMyzFjLB2YqistOvEoznUnzrn8LzDn8gvnrALaUcD9xFehSgSQ361T9q5T/Rwc2oyix49K2kd2eHosYERCDjNy4lFGg4xG+omhLeZFj/7Q65QdwM3lKL4w7IOfgkzG+/wDNcMx+RegGBF+PDvVdMoqbD+7am/zCnhM2+gXbfO30BP0moLiuR2X1EkMbkP/JJV16pViLQysXqQz4CbQOZ5kok9QC7JGBZsCzGptZBxH/xx+A5tKA31X2MRaIYNhFHS9zhrpMBHnlJS4/ftwSiR50XgFa0XamKAReFTAKsu7TCjzfvfRf47ElPytkpvjphDvLyYmp9Ye+0wzriJfpuGwPLOxJfdIYwQAeOpOssQs4JbSL8osEGABZcSH4VwUBIyujfzYbY5BuqDW95Ey/Uu0VPFcWubTtt1dIHsSjlW8vQDLE/5bX/NuNm7Wb9Ym1x4yPVMFq0ls1HSaLB3XCvDfxBb4cpu2eHIzeZgLGdnmXWvSLa+U0SRV5eUrWl5/wv8qG/+dl/Rl2dpfT1VAQUe5E5u/NHcuzvePW1QTnAqL33Tx4Q7qD4FMJ5qkDMWoscFjn9Xn62Y0WcLJ6TFVCVZJuxxbLWh8ICc/NxNeGNXQT0YDSj1RxTSeot45TVbmEmw/swFMiE9Sq4M+Yyl7rYr1S6rWa91SPLVcSC3A5JJVLyxVNeOshmbd6Ul1OQ36fckSaGPo74MOK8k+UW6ISVXpU0uVvzAnp8295vnOB6/Z2k1RlEltS6zizmy8GBSYgZOr/qX3V0dueoGyGbfQQgb2YuJ2uf4SGnwNrD7nHeM6DxZHuxQW+TeRWZl0QMHCqKCeyBj9p/SJTkIKZjyeWrC4zFavbslnAPGNjvhs00wdc8tUp5TVmMfhn3lFbQyDRJZeO1ESzIcBVtIaDJPtN6eh5xQWhdoTrmLUC7HZbrzhMpaGSNtvU8w303qzK7vJjfak5bg3l/CFW485AstZCLq5/sLBc6jnBcwhB6eX0FUOiJnoK6evTmIZLmWvW62kk6atzEZQSY9/aspKpvEdktgk5F5Ka5Ng2QjnRcSYB1z/OT1ISm6e+2E3jwUqOt3KIdTZqMVGvCa+s+74dEipo2PrgIdYgfq+DtEXUv5MzIZ08RfvXenLNkrrlnET5HK3f629EOpH+y7oeNf+aBQGMNenUqm0se28QrYDnkfwovnHhP18shQ1EzUH5aMvI41rq5bTQaWG2dLTYmEPl5cWncXERN1MvK63Fan6DotN/7cqYJmtiKpHJ31RqUq8pniVcpX5VWiTPBSlTF1YFfQ41THw1UUqCQMKhOhhIEQ5v2mquJNR2mkinmZlyYL5OyW5mYDghMpO9JxW1qstGQVrJ+IjCMACbNsZ3s8Bl/K8cME3srmpI15cjNMuzXXX2kTxyBPVH3mHxzv1w5y0uJN6tlI9W9YIHbOnVtpZq5EgIamEuZkHtVQkh5dmhl6pxLkicfjVv7mqxgRwcfgt4D8zM8VZAPsr6YHjszlX58FIxehlEYROiPxzstSJg+s1z2mOqRLskpQWebm9b8aLXzKJ8utNYi5M3PgA3c2GD9J+jFqiZkaaba6oOht5/U6bRzzRgtnxDV15b2P5Hnv51VQRKG//vKmNf6TGV2WfvmOVupUXzzud90/1mOeEDPn9juDBQ60YyhSWyxc5g2YvnE1U9MzXbL1wBlExaIPVyqNYEhsLHwv28HVbOkWI3hVmJ9Kb6Qbd2uQOMOFRTJVlxfosaXBUuZk8hiweBSmcU+c8GSBXuKjsmJRPeqY3PQuzsB3LU59MgjrTLlCzeJF1pKaYG+EiE8W9hNtqzyl2LpOK8qTy0kp9AWMzdVPOh7bt6e1E0iSORUW9vPVemC9p6kmUTPTf53HW87j2B53HyoznsfLf6TxWvuo8LkyMxVpJatLhlWWVp+BleyeUS3gUh343ykkOJaqIelE3bAfpMj5U37r2b1ssoRnKF+v1Z3/l8qWm2quYadO8Tbp2NzkKdprp9tVG20sSqlrOKKjCR65IS54/yufcb1R53UvzgCyx5AALWsCQR9Pqm5NXKHWJN6/7g4Nl4hTstLl7sfMH3SJMiBvR9tNSCHLNKLbIn3viPScvQGPaWVphJv4GL4y8LnDgZEkztwWLbBhjOHybIodk4WJzT2Sxn2lFfhxbpk5g+jCCm03oIo8pgtTfr478RwnYjwc9XI5Ox7M+YC0XEK2CXiIQo8R5IScM96bCTpmB4YDoPbZyDpVaPrQ2yXOBhypVHNq1W5ufF7I/ZfZNR+hParTk0OYEPWlVerzDyYV6KXxY5pQU1qe5WGs1/vmmKNPaEr8vbaXGWURW9iknx7WoeNBo1b4uKbSe81pwMAAQh/005/68YNH+JCJvsoggc+duA30IVzAyR9d/0oo/5VxcY9EYhcOnUvEGiEr/6/M09UAe9oxAi6arB+YDlyhfjAksHybonLxJnsap+D2uBx4hTC8pNSBk9hbmDWsCRASk8lB8qtFvz/y3Z/7b7/y33/lvj/y3xymGVsrxWCobrkcassDHSmGU6lhZzXT8nXd8dKdms9FACa0V0xgTBSFKX9Afg2BJ30XMsjIOpNzCHGSNIXcA3o/tItv/eUnmyThonraah6zZOj/9lZ0c77fO5z7oQhz0hl0flO9NcrQVOM/i/xzoLwqoPrb4viEaNA74vx/F5x9b6R7qNKU+156/gFnJe+txjayyveB5QmXx2MMA9HsPGO64D6rN9WDcByvLc3ReKmqlowBhN2NM3hr+htkVYCWvvftg1A+6jlZ6xswK7qFUBFO/HcNg9YLWTt0BCaGgtUsq783cnp6eUmtzfEvrHd6OmiymM0jo7SQnKCwoJYFNaM8lIigQBbNySK5LOiVBFz5Z3j1QHRBedhdZYPjgtYOwuwlk0Tjadtxabpd+ugtsYKOV12UQAzVQR1GQOCKFX4DK7/I4GN1TETsNwKK1LDp32tAT3hA1KPrRWs0Yi1a3eXnG21HY2Q172GbBkOE4rgYHfqypzzY13JJPgecKwLq0kevl9QqiDnNBM3wLmiI407uHlBzTTOhMemAJmTZJIJkOCez5Q++p3fFuR4PxMOhsio0pyH3ZdiSUQmoW2TvlT1NHN+rZ505DNn6T03heWCcLbpojwHw2kVsip0QuiRwSmRP8A38f6GqGYoUFPXbQFPv1gsZtFCMBHqEdf+1kpw9tIbuqUyhJxYq9kqTbKLK9i7PmrpRxjsbsg348eualVt1/XoHHfml3jgadgP2ys+sdHe82eQ/+hvbw+Pjkm8hEHoZMtPrPKxNx5ouTZFbbF8GNUTBjD1jDdJ/pkhHjl4d3mNIBhKIRu7wz6A3hJC3HYS8g8cBkaGbEJtSEldVcU2ai2EabfDup7+42gb7yJC8aiUe1KRL7S0T2l8jsLxHa06Q2rPjP9JBKLbAF4AF/tH6mbd4WO9Cur+3N6Wk5dz5tJTDS8sfsq72RP/PkUGal3jVbP+60TAbk5i9Z+Vl0XIDimCMt6pzFnYKZh09jeRhUatjFiZPDeTSOjMVUW5o/JBXc5APKxUiALKbxyhv37NfWjrd3WH9/lgNnGuLHF+ci4FwintBV6gVWgxxaDM145nexFESEQcDPg3HMeihs4fe7QRQvR2EHW+DtDZahdicd7p3jk33+JlhKBNTGhJSoVtG92dqFpWD/+MfUQCMrBF61sn52tv++hY4uHBQa4gvPcnpRrgeDLgMB7O3Udz40dw2s/qTB3KsfHjbqOweuUf99h3jlOa0i/5mv2GYyz4JiTaDrbNe0zheC1eKhkj9P7l5IEcCsKXqEsqUkskEF26k9PydH2wop6gy2tR+H8TOz1D/FStiSghLnXG1+NgQXeyonQRSNe4GDo26Deo4R5TGZDxpTcXM6KSRkT/WBbn2k3x8CISz7VImEO3ZZFHSDNpVZdx5Cn8UjP4wjjdb5vv6CGwqEc05fbyZqT1qzLli9Aqk/BusopJnEdsZm6z2jNk+7oib5Rh2B9MLz61bDMhP10G2t24Phs9jxX86rVeSWODug1F/hmImRyalsrONuMAofAjJFoqHfDrhKG4winvtF+TDlmZSFNtW6ot9xkbUxkZAeGCZO3+K2o+ksggR4l3G6izpz0MlQdeTe76F2WB/dRsyHvwQs+KlYN7dli9W1L5W2J79UH5iNtJo7vFGSn5ya7KQH2dG+JDVLmTI4MaV3qcs+JcD0fqYNlO6Y0iNMeznhjLqxzBfE+00g2b5e3obfLpE8tDs00UqmmuSteLYNrWXG3k0BH3PguWDHCVhpqpkrxpNh8IYi8bz6WEeEb4ByJ4se6gOtUTtRiHkjZXAmhL+HFzBDP74DC/u3cQhrD+bcYHxL2TgiNgRuAkcHmA+s9gP8ArJTPIQn5lBUcAYj1h/0l6X8YT0QR1GBJ/ZACLCLKqWHNl+cGOY9VZnFZHt8Uw/EDUc/QBQpieXO8QWIW0IMr8zC277fJYwIVtEix4FZ82xGeOK3dEXVyj0SUcsXQZhfCEULBLXrA0ryYgpAbaBtzoSSCcye86HKHGMCWVDWw6ANvsnVrp2LM5QmmUnph0VyQUUR1SQry53f76A2Hzz57bj7zMoqGUKZvW8eHRExcD6owzuho1uuco0//D1g9Zyr0oR33xKTx2nejv1RBxi9I5l/QfF+y5XjLQnJ1PLk1pjEkX4jpPlYwo2CUApCQFguZMTC8ZrLm1zTQY9DorHo3gLTtMi5F8KDioIWhiV8ckfl1O6k+IXeFUg6xVzzg3ws21Sp0lZ+gQ9TKbmwkJ2gDaeBHBZKm5ErWmDJTr7Ap5V11s3TUyc3YCZ07JJAJQ4BVQFrxPfl+cGjg4khgOsh7+yNQdfDzHHcNJ7luIAVg4klqIIielU6SLA6Z3anHihBPhRY9+KTlQUjcJjCA2fPyfmTUqqB28kfE+acwkd56jmb0OZWYzYOwD9d2jLQ/zdbeDlbsBKivPnIBkPM6yLF3JpHjwjWuFswpfiXMy8bAxOjJPxLIPBi9vW6LOzFbOwPuh3/a5F9OD47r8o7g8P6RQtU9NP53xFIDnxALnLGXezAIDmL5eYu/+5QfLXXJ4urU63ewAdoK2+izznXu15IucYzv2cd4gX8lYcGeLGLFjC38Piw4/5g1MFkuF7PH1IM7/qah4kpUmhuM+73x0whIFxGzwAn0fVkP0ZRY/fBs6OqxAIxqZ9b2s8H8nzxOCjG650iEPcIa53iQ59/6J+2ePVX+lR9eFBDqhET4tFw7THwwHE/5peS2le3GLchvlTlj1Fn0/ukwpY+7J94QCs7Bw4s4m7wELaD90Fcl+H95gF4mwCiReftVeMjkrujQTuIosFohzczSiykkNkkZIwZrZbWdLNNrF3ShJZDkqEWEqJIETOG8asgBmbiSl1eCYpEYsI7M+W266vvuGa9tmp3/ShK0eL+z7A/w1H4AOhV9VgHzRglodDtDuNRTY9uUIantYV5N8M4/SwkAZsTfcP2OxTLVcfCcHzdDdsc8/TMjKrcswWTEn4UyKVi3DFpN5rwMsBLdZVxXip6klYuncOHA4NVEoASt3kyXSP+MpVPiO7MeMpoY4mtZ6r5FB+RI/wjiPQ9VBqct9C3kJrMUoLPCxOtq3PIh5EerfQTHAOpo6AXBbFDeJQmoJIGklCg6UbjBLqNANOLrSgSS51Z42oXJj72FHyfw6aM8RqueVHW/9c0unPUTFxzZfZGQaB9aaaGyUDlsin98Vt6DxJ0g1i4oDIN2ADMCj8ejLZmAaEfUbrcPiURFYyMWfHCaZINCqFL4opHU2+mx9jWg3dTwu9SyTmhK7kYHX8pwV85OYq9eVNdT0vv9DV4FoDekjNuE+ROtqMm/RmPa0uzD4n28jafvZMfNiIAaHRlUAAtvwAya2zAhElOjRN4ad8kZiC1QjPFD0xZVVseoZwYtBllxSRQ02LTdMEr7dkthvXqTT2oYN7oqIctS4ko1MLDYNp8e/lpef/+0CR1JyeEclPZFBaDYzaGPs0YcU04nbC3Kg15mCT9agmO4I8HOLKF2WKn7CzfjKOy3RgksVG1REc7HoW3IfqPaeG4Nb1Elm7KenhljexVoo5s6ltaebPqVkZ4CpshSMUK5cCMp8iGb0zuZYvi8DJhHFYYhm/lUIxsob4kqsMK5iuDOw6t0R25ymwmQgMXnFztm8mluhbkkwvohSEXM2jXEyjApmJPhPqCeIovjZfIjD2PsImvi5r48qCJ2cIhOGKLWhCdqD5jmAAShUUtcC5rKJAdn3BQboflm01OrsFuMS5S0bwpjZtsF3zKoaMHIkIYO8p4MGXADCaGzbzQx+BSKDWKm5uR2n7PnB2I8HHyp2mb5E528LwZ2PG3AJhkfWRsDw2p9Lhkfmjfp3wnxq5ZehrfT7JdrGbHFLtlmtXy+jbLvy2Wf1ss87NY8Cm7ir+dl8GypYHNxNJkzRVnJgGcwJ/RNVT9o+ygTNj8XO2gRFc3Lva+J/NI91WR1NnW2ffUtqYYXsiJorfZVc3kMUjEMAUPLD/7YecHuhtsY4SujERc+HN40+8EN/xhSdlrNFs7H2hdF7RuxCfEm4nv/QWEjRPkPlqxsYXkaiQlRYpghMbPjpsK2GkEsCw9H843yCVYWaqltP8zrXXUw8goIPKMgYvfdv3RbcAOdGA5Mbn4V4sfAPi/gb834PcG/Aa0CqbUwZmCknblbeKHawVW2dgAambvypgdEmxWtg4f8t+wXBYrb4P+rwRxbSI87F8pY98fy+sbdng/vgDeKvRaK/11XeKHv38Nfthfn+9L4Fl3YZYdYMqPkIrKPczBFTFFpPgaVkprGzmYFiwWWoEArs20KDBQ5R0s7mrpRwT6bnWdD1SubOQOdFI/Pd/HUmHNXRyqkr9a53DeptO+jeCtpLoxX9Iqp+b95aQvtyu9inPfLkKcNixNw+W/VqYi/jkpxhrizUqai92E/Y6TUYhFZ2R70OtP2W4B9HKTKJMwXt6OAmDUnVnUz88Lf4b+AByjVDOSBuXWNWAFJnux3SYauujGI3+5G/h9Fo2ve2EUYSS9aCQUjLLA0S0iACwAxCO+0PTvBqznDzHw6348ZP/1P/+XsMxRAxuOQSsL+hEQ5FKe57HIozEMmcfCCEwYWD5KesB7lsV3iDeq0G0fIMP/HXYdAMUHLL4LI4QEHeI7QCqAE4AP2/CpGz1/YeM+LPhwNOiM29jtmd0GfS+ZdHH4DBOUon1OfxCc8kmSyUqrDkbysniYk1kqjHWjQz5vVIBIxu2YB9NrflJ6dDsYte+q1XOOwU4tlQ7Niu4lUvQVw4QY2ivGHQ9zABk+GQ5DkAWWzhYvDZjjY5+IsrZhN9D3MXTwLvA7LqlZKqyiC7TAZPQHLQ6dKfkJVznox1byYyb2Q4/40OI8jOgOS7iKilYxVm77rbIPPZqbsqlfDIm1azqebT28Yo50mJgJRIN4So5bh78yGRMEW9TtBqL2b3scxQNpT8wbGZPcNPOFvnAsJCn0W/PDlDKb+RLZo5ERQpHGET4VKaInySm5NUuDg6RB2dqgpb8nSSBJLZjaAImiO0WRqxQByWOYt/xYUFZKk5b0NpiYiT6+BChXSRS8kzypAis4aMfOnw6LdAAp4kfTnuFjusSjBeLa9SfE5nMBZjkY4u5HjlvsUGog0ey+scdVfd3/JeADMPipmBxcw9thMWDSlpfFoNl26hpAzQ7L9kviEZIt+JKuSCDTO6awFEugNabwFFhO+rcl/tVe6/txtdoed/xq9TaId8ajUdCPdy5269wiclzXOP4A/5UYwFHYD0FXZMNnlO/EBAb97jMbCcWGPd75sa4G0LOUeSNy8mtjv7VbLqNKcnHYdM6PT7FC5y/nzdYZaMFeq37ULDDljOsVQRVwfkiYxA8F9jbNMnSjffhcrYL66/xQ/8EtJL8pSkl/ikTwg0u60/8PcGhVEQ==')).decode("utf-8")
_mod = load_inline(
name="mxfp4_gemm_submission",

Best evidence level for this revision: reported

JSON