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@imgbot imgbot bot commented Jan 4, 2025

Beep boop. Your images are optimized!

Your image file size has been reduced by 37% 🎉

Details
File Before After Percent reduction
/lecture_029/assets/mlir_visualized.png 204.66kb 86.40kb 57.78%
/lecture_018/perf_screenshots/post_torch_compile_initial.png 126.31kb 64.89kb 48.62%
/lecture_018/perf_screenshots/full_model_eager_view.png 391.66kb 211.43kb 46.02%
/lecture_018/perf_screenshots/pytorch_profile_torch_compile.png 439.96kb 238.90kb 45.70%
/lecture_018/perf_screenshots/torch_compile_triton_kernels.png 188.85kb 103.00kb 45.46%
/lecture_018/perf_screenshots/full_model_torch_compiled.png 533.70kb 292.16kb 45.26%
/lecture_018/perf_screenshots/pre_torch_compile_initial.png 123.33kb 67.59kb 45.20%
/lecture_018/perf_screenshots/optimized_modulus_hash.png 424.97kb 233.74kb 45.00%
/lecture_018/data/fused_lora_on_mlp.png 110.66kb 61.02kb 44.86%
/lecture_018/data/fused_partial_mlp.png 109.82kb 60.68kb 44.74%
/lecture_018/perf_screenshots/pytorch_profile_initial_index_hash.png 471.83kb 263.05kb 44.25%
/lecture_018/perf_screenshots/naive_modulus_hash.png 300.74kb 167.92kb 44.17%
/lecture_018/data/model_graph.png 722.88kb 414.71kb 42.63%
/lecture_018/perf_screenshots/improve_index_hash.png 144.42kb 82.93kb 42.58%
/lecture_018/perf_screenshots/index_hash_profile_1.png 148.40kb 86.78kb 41.52%
/lecture_029/assets/triton-compiler-pytorch-conf.png 524.97kb 309.66kb 41.01%
/lecture_018/perf_screenshots/summary_initial_index_hash.png 203.27kb 124.64kb 38.68%
/lecture_018/perf_screenshots/summary_initial_cuda_launch_blocking.png 182.82kb 112.61kb 38.40%
/lecture_029/assets/triton-python-to-ptx.png 154.86kb 98.01kb 36.71%
/lecture_014/images/6_matmul_order.png 107.06kb 67.78kb 36.69%
/lecture_018/data/lora.png 114.52kb 72.88kb 36.36%
/lecture_029/assets/image_2.png 52.63kb 34.15kb 35.11%
/lecture_029/assets/image_1.png 47.45kb 31.16kb 34.33%
/lecture_029/assets/backends.png 28.42kb 18.80kb 33.85%
/lecture_018/data/chatgpt_input.png 13.91kb 9.21kb 33.80%
/lecture_029/assets/image_0.png 36.48kb 24.25kb 33.52%
/lecture_014/images/1_cuda_v_triton.png 572.94kb 403.65kb 29.55%
/lecture_029/assets/nvcc_structure.png 330.53kb 235.71kb 28.69%
/lecture_014/images/7_swizzling_exmple.png 72.07kb 51.82kb 28.10%
/lecture_014/images/4_offset_2d.png 167.03kb 124.47kb 25.48%
/lecture_014/images/2_cuda_variables.png 181.60kb 135.58kb 25.34%
/lecture_014/images/5_matmul_split.png 180.66kb 139.83kb 22.60%
/lecture_018/data/dlrm_model.png 37.10kb 29.66kb 20.05%
/lecture_014/images/3_triton_variables.png 113.43kb 92.02kb 18.88%
/lecture_002/mean_filter/Grace_Hopper.jpg 72.02kb 68.90kb 4.33%
/lecture_002/rgb_to_grayscale/Grace_Hopper.jpg 72.02kb 68.90kb 4.33%
/lecture_029/assets/livecoding.jpeg 189.27kb 182.30kb 3.68%
/lecture_029/assets/Tritoncompiler.jpeg 232.88kb 224.40kb 3.64%
/lecture_003/puppy.jpg 130.23kb 129.61kb 0.48%
Total : 8,260.34kb 5,225.21kb 36.74%

📝 docs | :octocat: repo | 🙋🏾 issues | 🏪 marketplace

~Imgbot - Part of Optimole family

*Total -- 8,260.34kb -> 5,225.21kb (36.74%)

/lecture_029/assets/mlir_visualized.png -- 204.66kb -> 86.40kb (57.78%)
/lecture_018/perf_screenshots/post_torch_compile_initial.png -- 126.31kb -> 64.89kb (48.62%)
/lecture_018/perf_screenshots/full_model_eager_view.png -- 391.66kb -> 211.43kb (46.02%)
/lecture_018/perf_screenshots/pytorch_profile_torch_compile.png -- 439.96kb -> 238.90kb (45.7%)
/lecture_018/perf_screenshots/torch_compile_triton_kernels.png -- 188.85kb -> 103.00kb (45.46%)
/lecture_018/perf_screenshots/full_model_torch_compiled.png -- 533.70kb -> 292.16kb (45.26%)
/lecture_018/perf_screenshots/pre_torch_compile_initial.png -- 123.33kb -> 67.59kb (45.2%)
/lecture_018/perf_screenshots/optimized_modulus_hash.png -- 424.97kb -> 233.74kb (45%)
/lecture_018/data/fused_lora_on_mlp.png -- 110.66kb -> 61.02kb (44.86%)
/lecture_018/data/fused_partial_mlp.png -- 109.82kb -> 60.68kb (44.74%)
/lecture_018/perf_screenshots/pytorch_profile_initial_index_hash.png -- 471.83kb -> 263.05kb (44.25%)
/lecture_018/perf_screenshots/naive_modulus_hash.png -- 300.74kb -> 167.92kb (44.17%)
/lecture_018/data/model_graph.png -- 722.88kb -> 414.71kb (42.63%)
/lecture_018/perf_screenshots/improve_index_hash.png -- 144.42kb -> 82.93kb (42.58%)
/lecture_018/perf_screenshots/index_hash_profile_1.png -- 148.40kb -> 86.78kb (41.52%)
/lecture_029/assets/triton-compiler-pytorch-conf.png -- 524.97kb -> 309.66kb (41.01%)
/lecture_018/perf_screenshots/summary_initial_index_hash.png -- 203.27kb -> 124.64kb (38.68%)
/lecture_018/perf_screenshots/summary_initial_cuda_launch_blocking.png -- 182.82kb -> 112.61kb (38.4%)
/lecture_029/assets/triton-python-to-ptx.png -- 154.86kb -> 98.01kb (36.71%)
/lecture_014/images/6_matmul_order.png -- 107.06kb -> 67.78kb (36.69%)
/lecture_018/data/lora.png -- 114.52kb -> 72.88kb (36.36%)
/lecture_029/assets/image_2.png -- 52.63kb -> 34.15kb (35.11%)
/lecture_029/assets/image_1.png -- 47.45kb -> 31.16kb (34.33%)
/lecture_029/assets/backends.png -- 28.42kb -> 18.80kb (33.85%)
/lecture_018/data/chatgpt_input.png -- 13.91kb -> 9.21kb (33.8%)
/lecture_029/assets/image_0.png -- 36.48kb -> 24.25kb (33.52%)
/lecture_014/images/1_cuda_v_triton.png -- 572.94kb -> 403.65kb (29.55%)
/lecture_029/assets/nvcc_structure.png -- 330.53kb -> 235.71kb (28.69%)
/lecture_014/images/7_swizzling_exmple.png -- 72.07kb -> 51.82kb (28.1%)
/lecture_014/images/4_offset_2d.png -- 167.03kb -> 124.47kb (25.48%)
/lecture_014/images/2_cuda_variables.png -- 181.60kb -> 135.58kb (25.34%)
/lecture_014/images/5_matmul_split.png -- 180.66kb -> 139.83kb (22.6%)
/lecture_018/data/dlrm_model.png -- 37.10kb -> 29.66kb (20.05%)
/lecture_014/images/3_triton_variables.png -- 113.43kb -> 92.02kb (18.88%)
/lecture_002/mean_filter/Grace_Hopper.jpg -- 72.02kb -> 68.90kb (4.33%)
/lecture_002/rgb_to_grayscale/Grace_Hopper.jpg -- 72.02kb -> 68.90kb (4.33%)
/lecture_029/assets/livecoding.jpeg -- 189.27kb -> 182.30kb (3.68%)
/lecture_029/assets/Tritoncompiler.jpeg -- 232.88kb -> 224.40kb (3.64%)
/lecture_003/puppy.jpg -- 130.23kb -> 129.61kb (0.48%)

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