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[´ã´ç Á÷¹«] µö·¯´× ¾Ë°í¸®Áò ¹× ÀÀ¿ë ¿£Áö´Ï¾î (AI Çϵå¿þ¾î ÇÁ·Î¼¼¼ ¼³°è ¹× °³¹ß) [´ã´ç Á÷¹«] System SW ¿£Áö´Ï¾î (AI System Á¦¾î ¹× ¿î¿µ SW °³¹ß) [´ã´ç Á÷¹«] SW Architecture ¼³°è ¿£Áö´Ï¾î (Software Framework ¼³°è ¹× ±¸Çö) | [±âº» ¿ä±¸ ´É·Â] - Machine Learning ¹× ¾Ë°í¸®ÁòÀÇ ¹è°æ Áö½Ä - Tensorflow/Pytorch/Caffe µî µö·¯´× ÇÁ·¹ÀÓ¿öÅ© »ç¿ë °æÇè - Audio/Video ÀÀ¿ë ½Å°æ¸Á °³¹ß °æÇè - µ¥ÀÌÅÍ »ý¼º, ¸ðµ¨ ÇнÀ, ¸ðµ¨ °ËÁõ °æÇè [¿ì´ë Á¶°Ç] - °ü·Ã ºÐ¾ß °æ·ÂÀÚ ¿ì´ë - Àΰø½Å°æ¸Á ¸ðµ¨ ¼³°è¿Í ±¸ÇöÀÇ °¡´ÉÀÚ - °¢Á¾ ÀÀ¿ëÀ» À§ÇÑ ½Å°æ¸Á °³¹ß ´É·Â - ÀÚü ¼¹ö ½Ã½ºÅÛ/ȯ°æ »ç¿ë °æÇè ¶Ç´Â AWS µî Ŭ¶ó¿ìµå »ç¿ë °æÇè - SW °³¹ß °æÇè (Git, Testing, GitLab, µî) - ¿¬±¸/°³¹ß ¹æÇâÀÇ »óÈ£ °áÁ¤À» À§ÇÑ HW/SW ¿Í Çùµ¿ °³¹ß ´É·Â - AI °ü·Ã CS ºÐ¾ß ´ëÇпø ÇÐÀ§ÀÚ - ½º¸¶Æ®Æù ¾Û/¾îÇà °³¹ß ´É·Â - SW °³¹ß ´É·Â - CUDA ¾ð¾î ¹× Tensor RT °ü·Ã ´É·Â
[±âº» ¿ä±¸ ´É·Â] - ASM/C/C++/Python ¾ð¾î ÄÚµù ±â¼ú - ¿î¿µÃ¼Á¦ SW ¼³°è ¹× ±¸Çö - ¾Ë°í¸®Áò/³×Æ®¿öÅ©/ÄÄÆÄÀÏ·¯ ÀÌÇØ ¹× ±¸Çö - ARM/RISC/x86/x64 Architecture Á¦¾î ±â¼ú - Core/BSP/Protocol Stack ±¸Çö ¹× ¹®Á¦ ÇØ°á - I2C/USB/PCIe µîÀÇ Peripheral ¹× DDR/AMBA µî Memory Bus Á¦¾î SW ±¸Çö ±â¼ú [¿ì´ë Á¶°Ç] - Tensorflow/Pytorch µî AI Framework/Middleware ÀÌÇØ ¹× ÀÀ¿ë °³¹ß °æÇèÀÚ - NPU/TPU/GPU µî HW Accelerator Á¦¾î/¿î¿µ SW °³¹ß °æ·ÂÀÚ - RTOS/Linux µî ¿î¿µÃ¼Á¦ °³¹ß °æ·ÂÀÚ - JTAG/MTB/ETM/SWD/ICD µî µð¹ö±× Åø ¼÷·ÃÀÚ - PM(Power Management), MMU/MPU µî ½Ã½ºÅÛ ¸ðµâ ÀÌÇØ ¹× Á¦¾î SW ±¸Çö °æÇèÀÚ - Git, SVN, Confluence, Motion, Jenkins. Jira µî °³¹ß ȯ°æ ±¸Ãà/¿î¿µ °æÇèÀÚ - Linux/Mac/Windows/Android ±â¹Ý ÀÀ¿ë ÇÁ·Î±×·¥ ±¸Çö °æÇèÀÚ - Àΰø½Å°æ¸Á ¹× µö·¯´× °ü·Ã Áö½Ä º¸À¯ÀÚ [±âº» ¿ä±¸ ´É·Â] - ¼ÒÇÁÆ®¿þ¾î ¾ÆÅ°ÅØÃÄ ¼³°è °æÇè - Windows/Linux »ó¿¡¼ C++/Python ¾ð¾î »ç¿ë °³¹ß °æÇè - C++ / Python ¾ð¾î »ç¿ë °³¹ß °æÇè - °´Ã¼ÁöÇâ ¼³°è¿¡ ´ëÇÑ ÀÌÇØ - Computer Architecture/Compiler/Operating System/Algorithm¿¡ ´ëÇÑ ÀÌÇØ [¿ì´ë Á¶°Ç] - Àΰø½Å°æ¸Á ¹× µö·¯´× °ü·Ã Áö½Ä º¸À¯ÀÚ - PyTorch ¹× Tensorflow »ç¿ë °æÇè - SoC System SW ¼³°è ¹× ±¸Çö - HW-SW Co-simulation °æÇè - Hardware Á¦¾î ¼ÒÇÁÆ®¿þ¾î ÇÁ·¹ÀÓ¿öÅ© °³¹ß °æ·Â - Linux »ó¿¡¼ Shell Script »ç¿ë °æÇè - RESTful API ÀÌÇØ ¹× »ç¿ë °æÇè - Android ¶Ç´Â iOS App °³¹ß °æÇè - ºÐ»ê ó¸® ½Ã½ºÅÛ °³¹ß °æÇè - ONNX Format ºÐ¼® °æÇè ¹× ÀÌÇØ - Tensor RT ÀÌÇØ ¹× °æÇè - LLVM, TVM, ARMNN, GLOW µî¿¡ ´ëÇÑ °æÇè ¹× ÀÌÇØ - SystemC¿¡ ´ëÇÑ ÀÌÇØ |
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