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gpu_catalog.json
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| 1 |
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{
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| 2 |
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"NVIDIA_T4": {
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| 3 |
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"name": "NVIDIA T4",
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| 4 |
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"cuda_cores": 2560,
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| 5 |
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"tensor_cores": 320,
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| 6 |
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"memory_gb": 16,
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| 7 |
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"memory_bandwidth_gbps": 320,
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| 8 |
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"base_clock_mhz": 585,
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| 9 |
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"boost_clock_mhz": 1590,
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| 10 |
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"sm_count": 40,
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| 11 |
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"fp32_tflops": 8.1,
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| 12 |
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"fp16_tflops": 65,
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| 13 |
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"tdp_watts": 70,
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| 14 |
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"compute_capability": 7.5,
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| 15 |
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"l2_cache_mb": 4
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| 16 |
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},
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| 17 |
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"NVIDIA_V100": {
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| 18 |
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"name": "NVIDIA V100",
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| 19 |
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"cuda_cores": 5120,
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| 20 |
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"tensor_cores": 640,
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| 21 |
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"memory_gb": 32,
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| 22 |
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"memory_bandwidth_gbps": 900,
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| 23 |
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"base_clock_mhz": 1230,
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| 24 |
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"boost_clock_mhz": 1530,
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| 25 |
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"sm_count": 80,
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| 26 |
+
"fp32_tflops": 15.7,
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| 27 |
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"fp16_tflops": 125,
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| 28 |
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"tdp_watts": 300,
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| 29 |
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"compute_capability": 7.0,
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| 30 |
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"l2_cache_mb": 6
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| 31 |
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},
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| 32 |
+
"NVIDIA_A10G": {
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| 33 |
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"name": "NVIDIA A10G",
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| 34 |
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"cuda_cores": 9216,
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| 35 |
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"tensor_cores": 288,
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| 36 |
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"memory_gb": 24,
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| 37 |
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"memory_bandwidth_gbps": 600,
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| 38 |
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"base_clock_mhz": 885,
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| 39 |
+
"boost_clock_mhz": 1695,
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| 40 |
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"sm_count": 80,
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| 41 |
+
"fp32_tflops": 31.2,
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| 42 |
+
"fp16_tflops": 62.5,
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| 43 |
+
"tdp_watts": 150,
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| 44 |
+
"compute_capability": 8.6,
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| 45 |
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"l2_cache_mb": 6
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| 46 |
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},
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| 47 |
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"NVIDIA_A100_40GB": {
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| 48 |
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"name": "NVIDIA A100 40GB",
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| 49 |
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"cuda_cores": 6912,
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| 50 |
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"tensor_cores": 432,
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| 51 |
+
"memory_gb": 40,
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| 52 |
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"memory_bandwidth_gbps": 1555,
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| 53 |
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"base_clock_mhz": 765,
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| 54 |
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"boost_clock_mhz": 1410,
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| 55 |
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"sm_count": 108,
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| 56 |
+
"fp32_tflops": 19.5,
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| 57 |
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"fp16_tflops": 312,
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| 58 |
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"tdp_watts": 400,
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| 59 |
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"compute_capability": 8.0,
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| 60 |
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"l2_cache_mb": 40
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| 61 |
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},
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| 62 |
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"NVIDIA_A100_80GB": {
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| 63 |
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"name": "NVIDIA A100 80GB",
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| 64 |
+
"cuda_cores": 6912,
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| 65 |
+
"tensor_cores": 432,
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| 66 |
+
"memory_gb": 80,
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| 67 |
+
"memory_bandwidth_gbps": 2039,
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| 68 |
+
"base_clock_mhz": 765,
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| 69 |
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"boost_clock_mhz": 1410,
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| 70 |
+
"sm_count": 108,
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| 71 |
+
"fp32_tflops": 19.5,
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| 72 |
+
"fp16_tflops": 312,
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| 73 |
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"tdp_watts": 400,
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| 74 |
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"compute_capability": 8.0,
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| 75 |
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"l2_cache_mb": 40
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| 76 |
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},
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| 77 |
+
"NVIDIA_L4": {
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| 78 |
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"name": "NVIDIA L4",
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| 79 |
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"cuda_cores": 7424,
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| 80 |
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"tensor_cores": 232,
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| 81 |
+
"memory_gb": 24,
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| 82 |
+
"memory_bandwidth_gbps": 300,
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| 83 |
+
"base_clock_mhz": 795,
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| 84 |
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"boost_clock_mhz": 2040,
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| 85 |
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"sm_count": 58,
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| 86 |
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"fp32_tflops": 30.3,
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| 87 |
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"fp16_tflops": 121,
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| 88 |
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"tdp_watts": 72,
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| 89 |
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"compute_capability": 8.9,
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| 90 |
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"l2_cache_mb": 48
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| 91 |
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},
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| 92 |
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"NVIDIA_L40S": {
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| 93 |
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"name": "NVIDIA L40S",
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| 94 |
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"cuda_cores": 18176,
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| 95 |
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"tensor_cores": 568,
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| 96 |
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"memory_gb": 48,
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| 97 |
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"memory_bandwidth_gbps": 864,
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| 98 |
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"base_clock_mhz": 1110,
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| 99 |
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"boost_clock_mhz": 2520,
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| 100 |
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"sm_count": 142,
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| 101 |
+
"fp32_tflops": 91.6,
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| 102 |
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"fp16_tflops": 183.2,
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| 103 |
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"tdp_watts": 350,
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| 104 |
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"compute_capability": 8.9,
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| 105 |
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"l2_cache_mb": 96
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| 106 |
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},
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| 107 |
+
"NVIDIA_RTX_3090": {
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| 108 |
+
"name": "NVIDIA RTX 3090",
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| 109 |
+
"cuda_cores": 10496,
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| 110 |
+
"tensor_cores": 328,
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| 111 |
+
"memory_gb": 24,
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| 112 |
+
"memory_bandwidth_gbps": 936,
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| 113 |
+
"base_clock_mhz": 1395,
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| 114 |
+
"boost_clock_mhz": 1695,
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| 115 |
+
"sm_count": 82,
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| 116 |
+
"fp32_tflops": 35.6,
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| 117 |
+
"fp16_tflops": 71,
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| 118 |
+
"tdp_watts": 350,
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| 119 |
+
"compute_capability": 8.6,
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| 120 |
+
"l2_cache_mb": 6
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| 121 |
+
},
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| 122 |
+
"NVIDIA_RTX_4090": {
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| 123 |
+
"name": "NVIDIA RTX 4090",
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| 124 |
+
"cuda_cores": 16384,
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| 125 |
+
"tensor_cores": 512,
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| 126 |
+
"memory_gb": 24,
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| 127 |
+
"memory_bandwidth_gbps": 1008,
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| 128 |
+
"base_clock_mhz": 2235,
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| 129 |
+
"boost_clock_mhz": 2520,
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| 130 |
+
"sm_count": 128,
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| 131 |
+
"fp32_tflops": 82.6,
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| 132 |
+
"fp16_tflops": 165.2,
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| 133 |
+
"tdp_watts": 450,
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| 134 |
+
"compute_capability": 8.9,
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| 135 |
+
"l2_cache_mb": 72
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| 136 |
+
},
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| 137 |
+
"NVIDIA_H100_SXM": {
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| 138 |
+
"name": "NVIDIA H100 SXM",
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| 139 |
+
"cuda_cores": 16896,
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| 140 |
+
"tensor_cores": 528,
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| 141 |
+
"memory_gb": 80,
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| 142 |
+
"memory_bandwidth_gbps": 3350,
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| 143 |
+
"base_clock_mhz": 1095,
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| 144 |
+
"boost_clock_mhz": 1830,
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| 145 |
+
"sm_count": 132,
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| 146 |
+
"fp32_tflops": 67,
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| 147 |
+
"fp16_tflops": 989,
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| 148 |
+
"tdp_watts": 700,
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| 149 |
+
"compute_capability": 9.0,
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| 150 |
+
"l2_cache_mb": 50
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| 151 |
+
},
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| 152 |
+
"NVIDIA_H100_PCIe": {
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| 153 |
+
"name": "NVIDIA H100 PCIe",
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| 154 |
+
"cuda_cores": 14592,
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| 155 |
+
"tensor_cores": 456,
|
| 156 |
+
"memory_gb": 80,
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| 157 |
+
"memory_bandwidth_gbps": 2039,
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| 158 |
+
"base_clock_mhz": 1095,
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| 159 |
+
"boost_clock_mhz": 1620,
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| 160 |
+
"sm_count": 114,
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| 161 |
+
"fp32_tflops": 48,
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| 162 |
+
"fp16_tflops": 756,
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| 163 |
+
"tdp_watts": 350,
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| 164 |
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"compute_capability": 9.0,
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| 165 |
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"l2_cache_mb": 50
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| 166 |
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},
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| 167 |
+
"NVIDIA_RTX_A6000": {
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| 168 |
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"name": "NVIDIA RTX A6000",
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| 169 |
+
"cuda_cores": 10752,
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| 170 |
+
"tensor_cores": 336,
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| 171 |
+
"memory_gb": 48,
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| 172 |
+
"memory_bandwidth_gbps": 768,
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| 173 |
+
"base_clock_mhz": 1410,
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| 174 |
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"boost_clock_mhz": 1860,
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| 175 |
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"sm_count": 84,
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| 176 |
+
"fp32_tflops": 38.7,
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| 177 |
+
"fp16_tflops": 77.4,
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| 178 |
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"tdp_watts": 300,
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| 179 |
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"compute_capability": 8.6,
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| 180 |
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"l2_cache_mb": 6
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| 181 |
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}
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| 182 |
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}
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